diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_000/summary.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8138f0115acd9ce5222a6b1d4678749b581de50 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.47220005294732276, + "FN": 60121.366666666676, + "FP": 141284.7493333333, + "IoU": 0.3424968977991259, + "TN": 96129085.56, + "TP": 126469.164, + "n_pred": 267753.91333333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6477806010013808, + "FN": 47526.1, + "FP": 99325.12, + "IoU": 0.5104647291408556, + "TN": 96163347.58, + "TP": 146762.04, + "n_pred": 246087.16, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.43683095743765354, + "FN": 38316.26, + "FP": 45280.92, + "IoU": 0.29830869133628074, + "TN": 96337457.36, + "TP": 35906.3, + "n_pred": 81187.22, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5486147391615668, + "FN": 1995.54, + "FP": 475.44, + "IoU": 0.40229274978126806, + "TN": 96452785.02, + "TP": 1704.84, + "n_pred": 2180.28, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.2330516448876223, + "FN": 3510.92, + "FP": 418.68, + "IoU": 0.1489293387771901, + "TN": 96452305.5, + "TP": 725.74, + "n_pred": 1144.42, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3349074614145827, + "FN": 39508.42, + "FP": 30450.94, + "IoU": 0.21111250536224374, + "TN": 96368651.76, + "TP": 18349.72, + "n_pred": 48800.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5877111607248451, + "FN": 53481.18, + "FP": 53050.56, + "IoU": 0.4601693479296178, + "TN": 96265552.14, + "TP": 84876.96, + "n_pred": 137927.52, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5266991557487706, + "FN": 32345.1, + "FP": 13055.32, + "IoU": 0.39006111048918063, + "TN": 96389858.48, + "TP": 21701.94, + "n_pred": 34757.26, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5295308397398804, + "FN": 69050.12, + "FP": 85208.84, + "IoU": 0.37714009175777913, + "TN": 96214910.3, + "TP": 87791.58, + "n_pred": 173000.42, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.449207405337273, + "FN": 80375.68, + "FP": 55120.3, + "IoU": 0.3274149544687676, + "TN": 96238437.96, + "TP": 83026.9, + "n_pred": 138147.2, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3016924379091643, + "FN": 21376.38, + "FP": 6179.74, + "IoU": 0.21498892308294706, + "TN": 96424203.6, + "TP": 5201.12, + "n_pred": 11380.86, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3008000538432858, + "FN": 14260.04, + "FP": 1011.34, + "IoU": 0.20533855938669976, + "TN": 96438797.34, + "TP": 2892.12, + "n_pred": 3903.46, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.6300130804656024, + "FN": 224607.94, + "FP": 1442425.66, + "IoU": 0.47968587307892546, + "TN": 93655311.56, + "TP": 1134615.68, + "n_pred": 2577041.34, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.41228382153770554, + "FN": 191830.86, + "FP": 211618.96, + "IoU": 0.27282254269456363, + "TN": 95906417.22, + "TP": 147093.8, + "n_pred": 358712.76, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.666129931537051, + "FN": 32621.5, + "FP": 68943.68, + "IoU": 0.5100936107896634, + "TN": 96255647.98, + "TP": 99747.68, + "n_pred": 168691.36, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.47774750346345757, + "FN": 51014.46, + "FP": 6705.74, + "IoU": 0.3286304389109053, + "TN": 96372599.6, + "TP": 26641.04, + "n_pred": 33346.78, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.46775277074917504, + "FN": 13662, + "FP": 166187, + "IoU": 0.3052723880452879, + "TN": 119334443, + "TP": 79028, + "n_pred": 245215, + "n_ref": 92690 + }, + "10": { + "Dice": 0.554998117876471, + "FN": 30366, + "FP": 41747, + "IoU": 0.38408124220631695, + "TN": 119476238, + "TP": 44969, + "n_pred": 86716, + "n_ref": 75335 + }, + "11": { + "Dice": 0.5600140795494544, + "FN": 1955, + "FP": 545, + "IoU": 0.3889024688340259, + "TN": 119589229, + "TP": 1591, + "n_pred": 2136, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5348978969826272, + "FN": 2710, + "FP": 342, + "IoU": 0.3650925733305596, + "TN": 119588513, + "TP": 1755, + "n_pred": 2097, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2468196779645939, + "FN": 41659, + "FP": 26073, + "IoU": 0.14078396549536978, + "TN": 119514490, + "TP": 11098, + "n_pred": 37171, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3243436717035746, + "FN": 195380, + "FP": 21705, + "IoU": 0.1935621679854378, + "TN": 119324130, + "TP": 52105, + "n_pred": 73810, + "n_ref": 247485 + }, + "15": { + "Dice": 0.7386065644014055, + "FN": 11316, + "FP": 3935, + "IoU": 0.5855481276156312, + "TN": 119556522, + "TP": 21547, + "n_pred": 25482, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6296642995480956, + "FN": 43263, + "FP": 71467, + "IoU": 0.45949638423668526, + "TN": 119381055, + "TP": 97535, + "n_pred": 169002, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5918162170622904, + "FN": 72072, + "FP": 63534, + "IoU": 0.42026916105201956, + "TN": 119359408, + "TP": 98306, + "n_pred": 161840, + "n_ref": 170378 + }, + "4": { + "Dice": 0.13714258322747644, + "FN": 71982, + "FP": 20, + "IoU": 0.07361947403633369, + "TN": 119515596, + "TP": 5722, + "n_pred": 5742, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 4420, + "IoU": 0.0, + "TN": 119524636, + "TP": 0, + "n_pred": 4420, + "n_ref": 64264 + }, + "6": { + "Dice": 0.6787070088111706, + "FN": 271925, + "FP": 589653, + "IoU": 0.5136688178452428, + "TN": 117821733, + "TP": 910009, + "n_pred": 1499662, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 422032, + "IoU": 0.0, + "TN": 119171288, + "TP": 0, + "n_pred": 422032, + "n_ref": 0 + }, + "8": { + "Dice": 0.577553151820109, + "FN": 92123, + "FP": 192234, + "IoU": 0.4060279317706136, + "TN": 119114582, + "TP": 194381, + "n_pred": 386615, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5716944145836909, + "FN": 44891, + "FP": 2522, + "IoU": 0.4002605747824327, + "TN": 119514264, + "TP": 31643, + "n_pred": 34165, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7685825724471663, + "FN": 16633, + "FP": 86902, + "IoU": 0.6241446281741783, + "TN": 72550195, + "TP": 171930, + "n_pred": 258832, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3460127351599701, + "FN": 37423, + "FP": 79867, + "IoU": 0.20919915317088958, + "TN": 72677342, + "TP": 31028, + "n_pred": 110895, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5928785928785929, + "FN": 865, + "FP": 1033, + "IoU": 0.42134146341463413, + "TN": 72822380, + "TP": 1382, + "n_pred": 2415, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 357, + "IoU": 0.0, + "TN": 72822429, + "TP": 0, + "n_pred": 357, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3457492598736011, + "FN": 33716, + "FP": 28604, + "IoU": 0.2090065619962684, + "TN": 72746873, + "TP": 16467, + "n_pred": 45071, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7831862357093121, + "FN": 11089, + "FP": 25342, + "IoU": 0.6436368971926049, + "TN": 72723430, + "TP": 65799, + "n_pred": 91141, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7460456243541849, + "FN": 14323, + "FP": 4847, + "IoU": 0.5949543610547667, + "TN": 72778332, + "TP": 28158, + "n_pred": 33005, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6079965138857962, + "FN": 8876, + "FP": 154847, + "IoU": 0.4367780109394888, + "TN": 72534970, + "TP": 126967, + "n_pred": 281814, + "n_ref": 135843 + }, + "3": { + "Dice": 0.024531535896898122, + "FN": 125451, + "FP": 9428, + "IoU": 0.012418085301116603, + "TN": 72689085, + "TP": 1696, + "n_pred": 11124, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5844442196824112, + "FN": 12564, + "FP": 7979, + "IoU": 0.41287261710823403, + "TN": 72790671, + "TP": 14446, + "n_pred": 22425, + "n_ref": 27010 + }, + "5": { + "Dice": 0.2095336787564767, + "FN": 7628, + "FP": 0, + "IoU": 0.11702743373075587, + "TN": 72817021, + "TP": 1011, + "n_pred": 1011, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6412717175660044, + "FN": 132551, + "FP": 1070426, + "IoU": 0.47196464948624206, + "TN": 70547447, + "TP": 1075236, + "n_pred": 2145662, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.507421396808789, + "FN": 117639, + "FP": 117752, + "IoU": 0.33996293108041037, + "TN": 72469027, + "TP": 121242, + "n_pred": 238994, + "n_ref": 238881 + }, + "8": { + "Dice": 0.41603319701707964, + "FN": 23605, + "FP": 73497, + "IoU": 0.2626527249394416, + "TN": 72693969, + "TP": 34589, + "n_pred": 108086, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5569044664474084, + "FN": 45897, + "FP": 5164, + "IoU": 0.385909632106219, + "TN": 72742511, + "TP": 32088, + "n_pred": 37252, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7141169412182982, + "FN": 67218, + "FP": 87168, + "IoU": 0.5553513877808467, + "TN": 71462279, + "TP": 192823, + "n_pred": 279991, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5871363648034509, + "FN": 36550, + "FP": 43849, + "IoU": 0.41556477934388336, + "TN": 71671921, + "TP": 57168, + "n_pred": 101017, + "n_ref": 93718 + }, + "11": { + "Dice": 0.505789152955515, + "FN": 2124, + "FP": 309, + "IoU": 0.33849918433931486, + "TN": 71805810, + "TP": 1245, + "n_pred": 1554, + "n_ref": 3369 + }, + "12": { + "Dice": 0.15068321424094272, + "FN": 5908, + "FP": 867, + "IoU": 0.08148047722342733, + "TN": 71802112, + "TP": 601, + "n_pred": 1468, + "n_ref": 6509 + }, + "13": { + "Dice": 0.47750865051903113, + "FN": 38716, + "FP": 16399, + "IoU": 0.31363636363636366, + "TN": 71729188, + "TP": 25185, + "n_pred": 41584, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6693919714787823, + "FN": 256491, + "FP": 5944, + "IoU": 0.5030722475218465, + "TN": 71281373, + "TP": 265680, + "n_pred": 271624, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 9373, + "IoU": 0.0, + "TN": 71619452, + "TP": 0, + "n_pred": 9373, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6339586854603718, + "FN": 22536, + "FP": 121047, + "IoU": 0.4640845622403619, + "TN": 71541567, + "TP": 124338, + "n_pred": 245385, + "n_ref": 146874 + }, + "3": { + "Dice": 0.11563951550172241, + "FN": 171987, + "FP": 26972, + "IoU": 0.06136804313879047, + "TN": 71597521, + "TP": 13008, + "n_pred": 39980, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7598086124401914, + "FN": 4844, + "FP": 929, + "IoU": 0.6126543209876543, + "TN": 71794584, + "TP": 9131, + "n_pred": 10060, + "n_ref": 13975 + }, + "5": { + "Dice": 0.44372620843209076, + "FN": 7254, + "FP": 491, + "IoU": 0.28512091563596087, + "TN": 71798654, + "TP": 3089, + "n_pred": 3580, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7420616192332419, + "FN": 84678, + "FP": 724192, + "IoU": 0.5899029957102739, + "TN": 69837101, + "TP": 1163517, + "n_pred": 1887709, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7350540280198034, + "FN": 49329, + "FP": 84620, + "IoU": 0.581095196397298, + "TN": 71489728, + "TP": 185811, + "n_pred": 270431, + "n_ref": 235140 + }, + "8": { + "Dice": 0.6518934132612033, + "FN": 9897, + "FP": 66291, + "IoU": 0.4835622195409623, + "TN": 71661962, + "TP": 71338, + "n_pred": 137629, + "n_ref": 81235 + }, + "9": { + "Dice": 0.39300772422167507, + "FN": 64853, + "FP": 7129, + "IoU": 0.24456105368106207, + "TN": 71714203, + "TP": 23303, + "n_pred": 30432, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7368263685076047, + "FN": 26906, + "FP": 106882, + "IoU": 0.5833136079931232, + "TN": 135124434, + "TP": 187288, + "n_pred": 294170, + "n_ref": 214194 + }, + "10": { + "Dice": 0.331430642384706, + "FN": 66845, + "FP": 6945, + "IoU": 0.19863162467419634, + "TN": 135353430, + "TP": 18290, + "n_pred": 25235, + "n_ref": 85135 + }, + "11": { + "Dice": 0.12829031433682597, + "FN": 3296, + "FP": 115, + "IoU": 0.0685417804478427, + "TN": 135441848, + "TP": 251, + "n_pred": 366, + "n_ref": 3547 + }, + "12": { + "Dice": 0.20297831013272905, + "FN": 4881, + "FP": 43, + "IoU": 0.11295262114934246, + "TN": 135439959, + "TP": 627, + "n_pred": 670, + "n_ref": 5508 + }, + "13": { + "Dice": 0.46920089576778073, + "FN": 24021, + "FP": 13429, + "IoU": 0.3065071664012444, + "TN": 135391508, + "TP": 16552, + "n_pred": 29981, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8632783098220262, + "FN": 18573, + "FP": 20844, + "IoU": 0.75944562093019, + "TN": 135281651, + "TP": 124442, + "n_pred": 145286, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5828445823104657, + "FN": 22927, + "FP": 17686, + "IoU": 0.41127781401754004, + "TN": 135376525, + "TP": 28372, + "n_pred": 46058, + "n_ref": 51299 + }, + "2": { + "Dice": 0.4039853918152581, + "FN": 149307, + "FP": 28418, + "IoU": 0.25312136226292986, + "TN": 135207553, + "TP": 60232, + "n_pred": 88650, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6895951141415332, + "FN": 45527, + "FP": 117723, + "IoU": 0.5262458356065794, + "TN": 135100922, + "TP": 181338, + "n_pred": 299061, + "n_ref": 226865 + }, + "4": { + "Dice": 0.31039081395086005, + "FN": 29975, + "FP": 534, + "IoU": 0.1837056856187291, + "TN": 135408135, + "TP": 6866, + "n_pred": 7400, + "n_ref": 36841 + }, + "5": { + "Dice": 0.08342093662043473, + "FN": 26814, + "FP": 215, + "IoU": 0.04352595633249584, + "TN": 135417251, + "TP": 1230, + "n_pred": 1445, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8375070512585059, + "FN": 260101, + "FP": 284038, + "IoU": 0.7204405430288283, + "TN": 133499094, + "TP": 1402277, + "n_pred": 1686315, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.18351126616478242, + "FN": 156994, + "FP": 216530, + "IoU": 0.10102527075812275, + "TN": 135030010, + "TP": 41976, + "n_pred": 258506, + "n_ref": 198970 + }, + "8": { + "Dice": 0.46993870237030555, + "FN": 145652, + "FP": 179142, + "IoU": 0.3071371735879566, + "TN": 134976739, + "TP": 143977, + "n_pred": 323119, + "n_ref": 289629 + }, + "9": { + "Dice": 0.13602712630686634, + "FN": 90813, + "FP": 915, + "IoU": 0.07297698814540825, + "TN": 135346561, + "TP": 7221, + "n_pred": 8136, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6437707703322184, + "FN": 105599, + "FP": 61086, + "IoU": 0.4746769618657422, + "TN": 105436705, + "TP": 150615, + "n_pred": 211701, + "n_ref": 256214 + }, + "10": { + "Dice": 0.15433355270206156, + "FN": 45359, + "FP": 120406, + "IoU": 0.08361941721810372, + "TN": 105573114, + "TP": 15126, + "n_pred": 135532, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6489474803317031, + "FN": 943, + "FP": 708, + "IoU": 0.4803273528485993, + "TN": 105750828, + "TP": 1526, + "n_pred": 2234, + "n_ref": 2469 + }, + "12": { + "Dice": 0.36774899671652683, + "FN": 2892, + "FP": 2307, + "IoU": 0.2253017434063478, + "TN": 105747294, + "TP": 1512, + "n_pred": 3819, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4162926677332125, + "FN": 51498, + "FP": 30960, + "IoU": 0.26285959485794996, + "TN": 105642143, + "TP": 29404, + "n_pred": 60364, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8441518033586451, + "FN": 46325, + "FP": 9274, + "IoU": 0.7303310294652601, + "TN": 105547830, + "TP": 150576, + "n_pred": 159850, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8020763623867315, + "FN": 5759, + "FP": 5184, + "IoU": 0.6695555018722068, + "TN": 105720889, + "TP": 22173, + "n_pred": 27357, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7201101576677215, + "FN": 34438, + "FP": 57641, + "IoU": 0.5626344813827893, + "TN": 105543474, + "TP": 118452, + "n_pred": 176093, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7400424898375684, + "FN": 38743, + "FP": 54497, + "IoU": 0.5873551162389304, + "TN": 105528048, + "TP": 132717, + "n_pred": 187214, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5256637709531384, + "FN": 23669, + "FP": 7345, + "IoU": 0.35654266686030833, + "TN": 105705806, + "TP": 17185, + "n_pred": 24530, + "n_ref": 40854 + }, + "5": { + "Dice": 0.1551600401894646, + "FN": 11284, + "FP": 488, + "IoU": 0.08410487823854353, + "TN": 105741152, + "TP": 1081, + "n_pred": 1569, + "n_ref": 12365 + }, + "6": { + "Dice": 0.5560295369338776, + "FN": 267956, + "FP": 1757986, + "IoU": 0.3850698827683817, + "TN": 102459416, + "TP": 1268647, + "n_pred": 3026633, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.4030638447622661, + "FN": 85126, + "FP": 457677, + "IoU": 0.2523982210812069, + "TN": 105027946, + "TP": 183256, + "n_pred": 640933, + "n_ref": 268382 + }, + "8": { + "Dice": 0.550087053953323, + "FN": 6680, + "FP": 127435, + "IoU": 0.3793931597432706, + "TN": 105537902, + "TP": 81988, + "n_pred": 209423, + "n_ref": 88668 + }, + "9": { + "Dice": 0.640808867229288, + "FN": 31678, + "FP": 16672, + "IoU": 0.47146339597065995, + "TN": 105662526, + "TP": 43129, + "n_pred": 59801, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6569767282926335, + "FN": 12925, + "FP": 238037, + "IoU": 0.48917747155447905, + "TN": 96646590, + "TP": 240328, + "n_pred": 478365, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7448548958357984, + "FN": 18148, + "FP": 46542, + "IoU": 0.5934412629779532, + "TN": 96978764, + "TP": 94426, + "n_pred": 140968, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5938892425206874, + "FN": 1695, + "FP": 857, + "IoU": 0.42236306020823905, + "TN": 97133462, + "TP": 1866, + "n_pred": 2723, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6441081853925891, + "FN": 1815, + "FP": 1172, + "IoU": 0.47504393673110723, + "TN": 97132190, + "TP": 2703, + "n_pred": 3875, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5417165809315764, + "FN": 19147, + "FP": 32881, + "IoU": 0.37147551281741525, + "TN": 97055102, + "TP": 30750, + "n_pred": 63631, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7586083147763034, + "FN": 99583, + "FP": 5349, + "IoU": 0.6110950506645318, + "TN": 96868066, + "TP": 164882, + "n_pred": 170231, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5195125929032408, + "FN": 11223, + "FP": 9400, + "IoU": 0.35090645851693314, + "TN": 97106108, + "TP": 11149, + "n_pred": 20549, + "n_ref": 22372 + }, + "2": { + "Dice": 0.33529587769166175, + "FN": 103264, + "FP": 34472, + "IoU": 0.2014146977822873, + "TN": 96965405, + "TP": 34739, + "n_pred": 69211, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6827906889183821, + "FN": 13385, + "FP": 121415, + "IoU": 0.5183615718277249, + "TN": 96858002, + "TP": 145078, + "n_pred": 266493, + "n_ref": 158463 + }, + "4": { + "Dice": 0.14313057583130576, + "FN": 25290, + "FP": 1123, + "IoU": 0.07708165903770223, + "TN": 97109261, + "TP": 2206, + "n_pred": 3329, + "n_ref": 27496 + }, + "5": { + "Dice": 0.19426048565121412, + "FN": 12697, + "FP": 3363, + "IoU": 0.10757946210268948, + "TN": 97119884, + "TP": 1936, + "n_pred": 5299, + "n_ref": 14633 + }, + "6": { + "Dice": 0.6571991070448535, + "FN": 234012, + "FP": 1087047, + "IoU": 0.4894240914589606, + "TN": 94550490, + "TP": 1266331, + "n_pred": 2353378, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6814696170616915, + "FN": 84914, + "FP": 73387, + "IoU": 0.5168402836065523, + "TN": 96810243, + "TP": 169336, + "n_pred": 242723, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7804749551520164, + "FN": 11023, + "FP": 54813, + "IoU": 0.6399827198705084, + "TN": 96955011, + "TP": 117033, + "n_pred": 171846, + "n_ref": 128056 + }, + "9": { + "Dice": 0.570873786407767, + "FN": 34623, + "FP": 16428, + "IoU": 0.39945652173913043, + "TN": 97052872, + "TP": 33957, + "n_pred": 50385, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5370492152924657, + "FN": 7321, + "FP": 279196, + "IoU": 0.36709998785080794, + "TN": 130314087, + "TP": 166188, + "n_pred": 445384, + "n_ref": 173509 + }, + "10": { + "Dice": 0.2983805598192574, + "FN": 59947, + "FP": 21417, + "IoU": 0.17535093498200982, + "TN": 130668127, + "TP": 17301, + "n_pred": 38718, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7159475776763363, + "FN": 1618, + "FP": 311, + "IoU": 0.5575688073394496, + "TN": 130762432, + "TP": 2431, + "n_pred": 2742, + "n_ref": 4049 + }, + "12": { + "Dice": 0.01094391244870041, + "FN": 3308, + "FP": 307, + "IoU": 0.005502063273727648, + "TN": 130763157, + "TP": 20, + "n_pred": 327, + "n_ref": 3328 + }, + "13": { + "Dice": 0.11505738535726352, + "FN": 55748, + "FP": 30687, + "IoU": 0.06104025897842571, + "TN": 130674738, + "TP": 5619, + "n_pred": 36306, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7604688654921749, + "FN": 28764, + "FP": 53548, + "IoU": 0.6135133231599953, + "TN": 130553817, + "TP": 130663, + "n_pred": 184211, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7468848521243057, + "FN": 3915, + "FP": 12945, + "IoU": 0.5960225230621781, + "TN": 130725057, + "TP": 24875, + "n_pred": 37820, + "n_ref": 28790 + }, + "2": { + "Dice": 0.53631008038803, + "FN": 85172, + "FP": 55167, + "IoU": 0.3664096289808486, + "TN": 130545294, + "TP": 81159, + "n_pred": 136326, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5275916173432136, + "FN": 81147, + "FP": 70900, + "IoU": 0.3583188085300336, + "TN": 130529841, + "TP": 84904, + "n_pred": 155804, + "n_ref": 166051 + }, + "4": { + "Dice": 0.10695569318723201, + "FN": 28140, + "FP": 1852, + "IoU": 0.05649930791493645, + "TN": 130735004, + "TP": 1796, + "n_pred": 3648, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3284202864644259, + "FN": 24992, + "FP": 843, + "IoU": 0.19647300323463548, + "TN": 130734640, + "TP": 6317, + "n_pred": 7160, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6524925233452062, + "FN": 214261, + "FP": 981760, + "IoU": 0.48422182039763384, + "TN": 128447925, + "TP": 1122846, + "n_pred": 2104606, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.4301042978662679, + "FN": 272250, + "FP": 187009, + "IoU": 0.27396998238907805, + "TN": 130134230, + "TP": 173303, + "n_pred": 360312, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7822834379281763, + "FN": 45233, + "FP": 57733, + "IoU": 0.6424183281183257, + "TN": 130478841, + "TP": 184985, + "n_pred": 242718, + "n_ref": 230218 + }, + "9": { + "Dice": 0.2307738262880747, + "FN": 88509, + "FP": 1622, + "IoU": 0.13043771888356118, + "TN": 130663141, + "TP": 13520, + "n_pred": 15142, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6378267359750998, + "FN": 50226, + "FP": 120823, + "IoU": 0.4682420018217598, + "TN": 71914341, + "TP": 150618, + "n_pred": 271441, + "n_ref": 200844 + }, + "10": { + "Dice": 0.27821191761068464, + "FN": 40572, + "FP": 74053, + "IoU": 0.1615831358436467, + "TN": 72099292, + "TP": 22091, + "n_pred": 96144, + "n_ref": 62663 + }, + "11": { + "Dice": 0.28154761904761905, + "FN": 2214, + "FP": 200, + "IoU": 0.16383789400762036, + "TN": 72233121, + "TP": 473, + "n_pred": 673, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 63, + "IoU": 0.0, + "TN": 72231874, + "TP": 0, + "n_pred": 63, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4106780138479102, + "FN": 42739, + "FP": 36757, + "IoU": 0.25839824618685575, + "TN": 72128813, + "TP": 27699, + "n_pred": 64456, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2547655784696511, + "FN": 37272, + "FP": 176693, + "IoU": 0.14597785565463123, + "TN": 71985470, + "TP": 36573, + "n_pred": 213266, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5908363706350066, + "FN": 3757, + "FP": 30258, + "IoU": 0.41928159251545055, + "TN": 72177434, + "TP": 24559, + "n_pred": 54817, + "n_ref": 28316 + }, + "2": { + "Dice": 0.11639156155096844, + "FN": 112942, + "FP": 104985, + "IoU": 0.06179180299638368, + "TN": 72003728, + "TP": 14353, + "n_pred": 119338, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7080813055556884, + "FN": 20160, + "FP": 101942, + "IoU": 0.5480850370852888, + "TN": 71965820, + "TP": 148086, + "n_pred": 250028, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 72235500, + "TP": 0, + "n_pred": 508, + "n_ref": 0 + }, + "5": { + "Dice": 0.7932367782947769, + "FN": 2175, + "FP": 980, + "IoU": 0.6573259476485283, + "TN": 72226801, + "TP": 6052, + "n_pred": 7032, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5191538083697869, + "FN": 458043, + "FP": 1493955, + "IoU": 0.3505791562311195, + "TN": 69230256, + "TP": 1053754, + "n_pred": 2547709, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.25412146032522753, + "FN": 226049, + "FP": 438534, + "IoU": 0.14555506270932572, + "TN": 71458213, + "TP": 113212, + "n_pred": 551746, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8309336562629811, + "FN": 8569, + "FP": 15444, + "IoU": 0.7107668959204076, + "TN": 72152985, + "TP": 59010, + "n_pred": 74454, + "n_ref": 67579 + }, + "9": { + "Dice": 0.1859078324404908, + "FN": 43946, + "FP": 5747, + "IoU": 0.10247981649719147, + "TN": 72180641, + "TP": 5674, + "n_pred": 11421, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007054083372075004, + "FN": 88423, + "FP": 71764, + "IoU": 0.0035395257408743688, + "TN": 52392364, + "TP": 569, + "n_pred": 72333, + "n_ref": 88992 + }, + "10": { + "Dice": 0.10803617130182562, + "FN": 44018, + "FP": 8260, + "IoU": 0.05710266214558834, + "TN": 52497676, + "TP": 3166, + "n_pred": 11426, + "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": 0.09312825601587696, + "FN": 19738, + "FP": 16818, + "IoU": 0.04883823797257565, + "TN": 52514687, + "TP": 1877, + "n_pred": 18695, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2908991447236921, + "FN": 42011, + "FP": 25394, + "IoU": 0.17020595585429207, + "TN": 52471889, + "TP": 13826, + "n_pred": 39220, + "n_ref": 55837 + }, + "15": { + "Dice": 0.6091860967184801, + "FN": 13982, + "FP": 500, + "IoU": 0.438006907524545, + "TN": 52527351, + "TP": 11287, + "n_pred": 11787, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5527686434838832, + "FN": 50438, + "FP": 86519, + "IoU": 0.38194905119700356, + "TN": 52331525, + "TP": 84638, + "n_pred": 171157, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 1592, + "IoU": 0.0, + "TN": 52408435, + "TP": 0, + "n_pred": 1592, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 12675, + "IoU": 0.0, + "TN": 52538565, + "TP": 0, + "n_pred": 12675, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5151221612312991, + "FN": 3889, + "FP": 616, + "IoU": 0.34691214844882573, + "TN": 52546222, + "TP": 2393, + "n_pred": 3009, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6535735000654195, + "FN": 138427, + "FP": 534097, + "IoU": 0.48541342590715125, + "TN": 51246199, + "TP": 634397, + "n_pred": 1168494, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2488888258770655, + "FN": 157954, + "FP": 53960, + "IoU": 0.1421319385970594, + "TN": 52306096, + "TP": 35110, + "n_pred": 89070, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6224146139333133, + "FN": 24233, + "FP": 18595, + "IoU": 0.4518156335197819, + "TN": 52474993, + "TP": 35299, + "n_pred": 53894, + "n_ref": 59532 + }, + "9": { + "Dice": 0.2504566283205691, + "FN": 66366, + "FP": 3807, + "IoU": 0.1431554269387157, + "TN": 52471223, + "TP": 11724, + "n_pred": 15531, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7228288240021431, + "FN": 22890, + "FP": 184046, + "IoU": 0.5659608027384389, + "TN": 143660482, + "TP": 269832, + "n_pred": 453878, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5251101321585903, + "FN": 59837, + "FP": 9694, + "IoU": 0.35603345280764637, + "TN": 144029277, + "TP": 38442, + "n_pred": 48136, + "n_ref": 98279 + }, + "11": { + "Dice": 0.4732977303070761, + "FN": 4492, + "FP": 242, + "IoU": 0.310013117621338, + "TN": 144130389, + "TP": 2127, + "n_pred": 2369, + "n_ref": 6619 + }, + "12": { + "Dice": 0.45766413979185405, + "FN": 3865, + "FP": 356, + "IoU": 0.2967344218593802, + "TN": 144131248, + "TP": 1781, + "n_pred": 2137, + "n_ref": 5646 + }, + "13": { + "Dice": 0.29315956342414634, + "FN": 83404, + "FP": 17366, + "IoU": 0.17175569382001693, + "TN": 144015583, + "TP": 20897, + "n_pred": 38263, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7276639999279665, + "FN": 167650, + "FP": 13823, + "IoU": 0.5719118219454372, + "TN": 143713335, + "TP": 242442, + "n_pred": 256265, + "n_ref": 410092 + }, + "15": { + "Dice": 0.3367453393610427, + "FN": 11530, + "FP": 32337, + "IoU": 0.20246168390815047, + "TN": 144082247, + "TP": 11136, + "n_pred": 43473, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4034499324697927, + "FN": 93528, + "FP": 38096, + "IoU": 0.2527010838400527, + "TN": 143961117, + "TP": 44509, + "n_pred": 82605, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6760387228669352, + "FN": 33657, + "FP": 101038, + "IoU": 0.5106181989935873, + "TN": 143862015, + "TP": 140540, + "n_pred": 241578, + "n_ref": 174197 + }, + "4": { + "Dice": 0.016018924443644496, + "FN": 50547, + "FP": 25990, + "IoU": 0.008074131674442717, + "TN": 144060090, + "TP": 623, + "n_pred": 26613, + "n_ref": 51170 + }, + "5": { + "Dice": 0.23496089182236313, + "FN": 27611, + "FP": 1830, + "IoU": 0.13311936870620106, + "TN": 144103288, + "TP": 4521, + "n_pred": 6351, + "n_ref": 32132 + }, + "6": { + "Dice": 0.4840421943422242, + "FN": 171150, + "FP": 2360317, + "IoU": 0.3192979333169486, + "TN": 140418344, + "TP": 1187439, + "n_pred": 3547756, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5128104992644491, + "FN": 94113, + "FP": 200300, + "IoU": 0.34481853120319744, + "TN": 143687889, + "TP": 154948, + "n_pred": 355248, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7493186098692983, + "FN": 31585, + "FP": 100582, + "IoU": 0.5991282958092078, + "TN": 143807551, + "TP": 197532, + "n_pred": 298114, + "n_ref": 229117 + }, + "9": { + "Dice": 0.48092424641553455, + "FN": 62511, + "FP": 6456, + "IoU": 0.3165900352768639, + "TN": 144036334, + "TP": 31949, + "n_pred": 38405, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.637716454234212, + "FN": 20760, + "FP": 198811, + "IoU": 0.46812314236367647, + "TN": 111366097, + "TP": 193252, + "n_pred": 392063, + "n_ref": 214012 + }, + "10": { + "Dice": 0.46017434023305276, + "FN": 30640, + "FP": 5402, + "IoU": 0.29884833865068866, + "TN": 111727516, + "TP": 15362, + "n_pred": 20764, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0871975806451613, + "FN": 3622, + "FP": 0, + "IoU": 0.0455862977602108, + "TN": 111775125, + "TP": 173, + "n_pred": 173, + "n_ref": 3795 + }, + "12": { + "Dice": 0.023937267849773007, + "FN": 4602, + "FP": 128, + "IoU": 0.01211361737677527, + "TN": 111774132, + "TP": 58, + "n_pred": 186, + "n_ref": 4660 + }, + "13": { + "Dice": 0.47200838251646565, + "FN": 30870, + "FP": 18512, + "IoU": 0.3089077041494647, + "TN": 111707465, + "TP": 22073, + "n_pred": 40585, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6646510664733899, + "FN": 11736, + "FP": 69234, + "IoU": 0.4977358724644873, + "TN": 111617710, + "TP": 80240, + "n_pred": 149474, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5562970794238139, + "FN": 2313, + "FP": 11117, + "IoU": 0.3853265595679436, + "TN": 111757071, + "TP": 8419, + "n_pred": 19536, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8244816230338516, + "FN": 59724, + "FP": 2687, + "IoU": 0.7013770598480353, + "TN": 111569924, + "TP": 146585, + "n_pred": 149272, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5726892707849512, + "FN": 17818, + "FP": 50262, + "IoU": 0.4012365766352099, + "TN": 111665219, + "TP": 45621, + "n_pred": 95883, + "n_ref": 63439 + }, + "4": { + "Dice": 0.792455133683311, + "FN": 5697, + "FP": 1103, + "IoU": 0.6562531594378728, + "TN": 111759138, + "TP": 12982, + "n_pred": 14085, + "n_ref": 18679 + }, + "5": { + "Dice": 0.13244894396927911, + "FN": 24519, + "FP": 332, + "IoU": 0.07092119036937342, + "TN": 111752172, + "TP": 1897, + "n_pred": 2229, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8245586289425545, + "FN": 296283, + "FP": 103077, + "IoU": 0.7014885210316945, + "TN": 110441082, + "TP": 938478, + "n_pred": 1041555, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.41495069130463275, + "FN": 137071, + "FP": 148639, + "IoU": 0.26179039921866726, + "TN": 111391889, + "TP": 101321, + "n_pred": 249960, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5074846972075712, + "FN": 133402, + "FP": 145800, + "IoU": 0.34001976144438195, + "TN": 111355874, + "TP": 143844, + "n_pred": 289644, + "n_ref": 277246 + }, + "9": { + "Dice": 0.4553294691599637, + "FN": 56026, + "FP": 2141, + "IoU": 0.294774490785645, + "TN": 111696440, + "TP": 24313, + "n_pred": 26454, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.346792823316521, + "FN": 129375, + "FP": 6351, + "IoU": 0.20976973013886058, + "TN": 198916120, + "TP": 36029, + "n_pred": 42380, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5834046447945114, + "FN": 23926, + "FP": 32059, + "IoU": 0.41183577416847017, + "TN": 198992689, + "TP": 39201, + "n_pred": 71260, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6256615648691174, + "FN": 2248, + "FP": 369, + "IoU": 0.45524562864279766, + "TN": 199083071, + "TP": 2187, + "n_pred": 2556, + "n_ref": 4435 + }, + "12": { + "Dice": 0.19411764705882353, + "FN": 2972, + "FP": 42, + "IoU": 0.10749185667752444, + "TN": 199084498, + "TP": 363, + "n_pred": 405, + "n_ref": 3335 + }, + "13": { + "Dice": 0.10143302180685358, + "FN": 32745, + "FP": 17732, + "IoU": 0.05342609608821213, + "TN": 199034549, + "TP": 2849, + "n_pred": 20581, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4976726453820851, + "FN": 18882, + "FP": 37775, + "IoU": 0.3312677785253119, + "TN": 199003152, + "TP": 28066, + "n_pred": 65841, + "n_ref": 46948 + }, + "15": { + "Dice": 0.26832938087837377, + "FN": 116898, + "FP": 1269, + "IoU": 0.15495405299102513, + "TN": 198948040, + "TP": 21668, + "n_pred": 22937, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6183088854531971, + "FN": 6601, + "FP": 145230, + "IoU": 0.44750152833978635, + "TN": 198813067, + "TP": 122977, + "n_pred": 268207, + "n_ref": 129578 + }, + "3": { + "Dice": 0.000558751262562949, + "FN": 138792, + "FP": 727, + "IoU": 0.0002794537038363978, + "TN": 198948317, + "TP": 39, + "n_pred": 766, + "n_ref": 138831 + }, + "4": { + "Dice": 0.1777092483568514, + "FN": 11415, + "FP": 41381, + "IoU": 0.09751970051793986, + "TN": 199029374, + "TP": 5705, + "n_pred": 47086, + "n_ref": 17120 + }, + "5": { + "Dice": 0.16900131465614943, + "FN": 18204, + "FP": 127, + "IoU": 0.09230007427581084, + "TN": 199067680, + "TP": 1864, + "n_pred": 1991, + "n_ref": 20068 + }, + "6": { + "Dice": 0.16825911252505077, + "FN": 137424, + "FP": 9922848, + "IoU": 0.09185748578064203, + "TN": 188010019, + "TP": 1017584, + "n_pred": 10940432, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.3818821215736393, + "FN": 88795, + "FP": 129332, + "IoU": 0.2360038948120543, + "TN": 198802367, + "TP": 67381, + "n_pred": 196713, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7173474638739378, + "FN": 15199, + "FP": 66093, + "IoU": 0.5592687369882027, + "TN": 198903427, + "TP": 103156, + "n_pred": 169249, + "n_ref": 118355 + }, + "9": { + "Dice": 0.4283202953326888, + "FN": 74161, + "FP": 3887, + "IoU": 0.2725239080588334, + "TN": 198980589, + "TP": 29238, + "n_pred": 33125, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7003863716192483, + "FN": 14885, + "FP": 130125, + "IoU": 0.538918918918919, + "TN": 130760692, + "TP": 169490, + "n_pred": 299615, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3616389373208428, + "FN": 33771, + "FP": 139041, + "IoU": 0.22073213625418242, + "TN": 130853430, + "TP": 48950, + "n_pred": 187991, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6594554270794479, + "FN": 1419, + "FP": 1320, + "IoU": 0.4919309961046188, + "TN": 131069801, + "TP": 2652, + "n_pred": 3972, + "n_ref": 4071 + }, + "12": { + "Dice": 0.4647420728821581, + "FN": 3162, + "FP": 231, + "IoU": 0.3027127003699137, + "TN": 131070326, + "TP": 1473, + "n_pred": 1704, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2968404699251516, + "FN": 65510, + "FP": 51263, + "IoU": 0.17428811845482636, + "TN": 130933771, + "TP": 24648, + "n_pred": 75911, + "n_ref": 90158 + }, + "14": { + "Dice": 0.17335155661512894, + "FN": 34290, + "FP": 178610, + "IoU": 0.09490143395841392, + "TN": 130839969, + "TP": 22323, + "n_pred": 200933, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4298854753681149, + "FN": 3931, + "FP": 58793, + "IoU": 0.2737924327328301, + "TN": 130988820, + "TP": 23648, + "n_pred": 82441, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3901858510153441, + "FN": 98616, + "FP": 94056, + "IoU": 0.24237943942873322, + "TN": 130820880, + "TP": 61640, + "n_pred": 155696, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6820860194898811, + "FN": 19040, + "FP": 140391, + "IoU": 0.5175497259888459, + "TN": 130744731, + "TP": 171030, + "n_pred": 311421, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 251, + "IoU": 0.0, + "TN": 131001861, + "TP": 0, + "n_pred": 251, + "n_ref": 73080 + }, + "5": { + "Dice": 0.20366894714536538, + "FN": 13017, + "FP": 136, + "IoU": 0.11338051904280418, + "TN": 131060357, + "TP": 1682, + "n_pred": 1818, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7396940520830396, + "FN": 208624, + "FP": 677724, + "IoU": 0.5869162589493523, + "TN": 128929506, + "TP": 1259338, + "n_pred": 1937062, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.37947707195404645, + "FN": 444281, + "FP": 644406, + "IoU": 0.23416951737401492, + "TN": 129653615, + "TP": 332890, + "n_pred": 977296, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7410977053118762, + "FN": 23305, + "FP": 49976, + "IoU": 0.5886856417999248, + "TN": 130897029, + "TP": 104882, + "n_pred": 154858, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5538764093213301, + "FN": 36534, + "FP": 10197, + "IoU": 0.38300765777660417, + "TN": 130999452, + "TP": 29009, + "n_pred": 39206, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6951738025889699, + "FN": 6339, + "FP": 177124, + "IoU": 0.532771187433467, + "TN": 101224538, + "TP": 209199, + "n_pred": 386323, + "n_ref": 215538 + }, + "10": { + "Dice": 0.14564221219981743, + "FN": 37766, + "FP": 56761, + "IoU": 0.07854051314045075, + "TN": 101514616, + "TP": 8057, + "n_pred": 64818, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6864912949548863, + "FN": 2258, + "FP": 209, + "IoU": 0.5226393188854489, + "TN": 101612032, + "TP": 2701, + "n_pred": 2910, + "n_ref": 4959 + }, + "12": { + "Dice": 0.014165261382799325, + "FN": 5448, + "FP": 398, + "IoU": 0.007133152173913043, + "TN": 101611312, + "TP": 42, + "n_pred": 440, + "n_ref": 5490 + }, + "13": { + "Dice": 0.47063088143604914, + "FN": 27626, + "FP": 45392, + "IoU": 0.3077287724221624, + "TN": 101511724, + "TP": 32458, + "n_pred": 77850, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7812590130090927, + "FN": 10303, + "FP": 18517, + "IoU": 0.6410377769751018, + "TN": 101536913, + "TP": 51467, + "n_pred": 69984, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7998938741819468, + "FN": 6132, + "FP": 7444, + "IoU": 0.6665192827315156, + "TN": 101576490, + "TP": 27134, + "n_pred": 34578, + "n_ref": 33266 + }, + "2": { + "Dice": 0.25034317746205925, + "FN": 142890, + "FP": 33505, + "IoU": 0.14308130270879485, + "TN": 101411352, + "TP": 29453, + "n_pred": 62958, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6782347531518108, + "FN": 27318, + "FP": 110885, + "IoU": 0.5131279966462222, + "TN": 101333341, + "TP": 145656, + "n_pred": 256541, + "n_ref": 172974 + }, + "4": { + "Dice": 0.16952957251610384, + "FN": 14476, + "FP": 2542, + "IoU": 0.09261530258597707, + "TN": 101598445, + "TP": 1737, + "n_pred": 4279, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4638005814784805, + "FN": 20640, + "FP": 1860, + "IoU": 0.3019143061028203, + "TN": 101584969, + "TP": 9731, + "n_pred": 11591, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7633178027172589, + "FN": 386559, + "FP": 324831, + "IoU": 0.6172303639483399, + "TN": 99758667, + "TP": 1147143, + "n_pred": 1471974, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6155205412382606, + "FN": 151254, + "FP": 194270, + "IoU": 0.4445862575590498, + "TN": 100995098, + "TP": 276578, + "n_pred": 470848, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6680699716919504, + "FN": 61670, + "FP": 107531, + "IoU": 0.5015803814713896, + "TN": 101277725, + "TP": 170274, + "n_pred": 277805, + "n_ref": 231944 + }, + "9": { + "Dice": 0.43392522772707126, + "FN": 57013, + "FP": 5566, + "IoU": 0.27707823113534497, + "TN": 101530636, + "TP": 23985, + "n_pred": 29551, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8153233661000271, + "FN": 49188, + "FP": 24382, + "IoU": 0.6882244004559882, + "TN": 118946241, + "TP": 162401, + "n_pred": 186783, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5736203095695827, + "FN": 19730, + "FP": 70981, + "IoU": 0.4021512037909694, + "TN": 119030483, + "TP": 61018, + "n_pred": 131999, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6258406066676205, + "FN": 1851, + "FP": 764, + "IoU": 0.45543523531861724, + "TN": 119177410, + "TP": 2187, + "n_pred": 2951, + "n_ref": 4038 + }, + "12": { + "Dice": 0.10709914320685435, + "FN": 3785, + "FP": 2051, + "IoU": 0.05657937277723893, + "TN": 119176026, + "TP": 350, + "n_pred": 2401, + "n_ref": 4135 + }, + "13": { + "Dice": 0.12557191322481248, + "FN": 25006, + "FP": 87372, + "IoU": 0.0669921210158825, + "TN": 119061765, + "TP": 8069, + "n_pred": 95441, + "n_ref": 33075 + }, + "14": { + "Dice": 0.04880579444100804, + "FN": 62198, + "FP": 80815, + "IoU": 0.025013294064711415, + "TN": 119035530, + "TP": 3669, + "n_pred": 84484, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3531894934333959, + "FN": 10931, + "FP": 24923, + "IoU": 0.21446881230418685, + "TN": 119136569, + "TP": 9789, + "n_pred": 34712, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5557343324608476, + "FN": 34778, + "FP": 218971, + "IoU": 0.3847867777731982, + "TN": 118769755, + "TP": 158708, + "n_pred": 377679, + "n_ref": 193486 + }, + "3": { + "Dice": 0.507852499568544, + "FN": 121962, + "FP": 23473, + "IoU": 0.34035006554090524, + "TN": 118961739, + "TP": 75038, + "n_pred": 98511, + "n_ref": 197000 + }, + "4": { + "Dice": 0.13325152967317228, + "FN": 39319, + "FP": 12952, + "IoU": 0.07138161985467853, + "TN": 119125923, + "TP": 4018, + "n_pred": 16970, + "n_ref": 43337 + }, + "5": { + "Dice": 0.2292590246991767, + "FN": 15369, + "FP": 452, + "IoU": 0.12947067238912732, + "TN": 119164038, + "TP": 2353, + "n_pred": 2805, + "n_ref": 17722 + }, + "6": { + "Dice": 0.5217763727098099, + "FN": 103965, + "FP": 2892985, + "IoU": 0.35297526238726534, + "TN": 114550318, + "TP": 1634944, + "n_pred": 4527929, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5325921923583025, + "FN": 110835, + "FP": 217024, + "IoU": 0.3629476343145827, + "TN": 118667562, + "TP": 186791, + "n_pred": 403815, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8535227104601273, + "FN": 10052, + "FP": 14699, + "IoU": 0.7444741542178128, + "TN": 119085349, + "TP": 72112, + "n_pred": 86811, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6434797242810762, + "FN": 39638, + "FP": 11205, + "IoU": 0.4743605648946509, + "TN": 119085486, + "TP": 45883, + "n_pred": 57088, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20919, + "IoU": 0.0, + "TN": 61311561, + "TP": 0, + "n_pred": 20919, + "n_ref": 0 + }, + "10": { + "Dice": 0.4333038608900678, + "FN": 19726, + "FP": 18730, + "IoU": 0.27657172956093157, + "TN": 61279322, + "TP": 14702, + "n_pred": 33432, + "n_ref": 34428 + }, + "11": { + "Dice": 0.798381470629273, + "FN": 1003, + "FP": 442, + "IoU": 0.6644217371110079, + "TN": 61328174, + "TP": 2861, + "n_pred": 3303, + "n_ref": 3864 + }, + "12": { + "Dice": 0.30248075278015396, + "FN": 3966, + "FP": 111, + "IoU": 0.17818988107236444, + "TN": 61327519, + "TP": 884, + "n_pred": 995, + "n_ref": 4850 + }, + "13": { + "Dice": 0.29058653952766383, + "FN": 33040, + "FP": 62933, + "IoU": 0.16999195703499986, + "TN": 61216851, + "TP": 19656, + "n_pred": 82589, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8721323409676524, + "FN": 42956, + "FP": 23789, + "IoU": 0.7732576902824725, + "TN": 61038115, + "TP": 227620, + "n_pred": 251409, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4675771651074442, + "FN": 66166, + "FP": 6851, + "IoU": 0.3051228123602242, + "TN": 61227401, + "TP": 32062, + "n_pred": 38913, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6387089948689272, + "FN": 76421, + "FP": 19199, + "IoU": 0.46919357614313234, + "TN": 61152339, + "TP": 84521, + "n_pred": 103720, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7538956580836206, + "FN": 19934, + "FP": 51042, + "IoU": 0.6050020313100002, + "TN": 61152793, + "TP": 108711, + "n_pred": 159753, + "n_ref": 128645 + }, + "4": { + "Dice": 0.41351192035630074, + "FN": 29562, + "FP": 6256, + "IoU": 0.260646093508102, + "TN": 61284035, + "TP": 12627, + "n_pred": 18883, + "n_ref": 42189 + }, + "5": { + "Dice": 0.2444401092469762, + "FN": 7319, + "FP": 427, + "IoU": 0.13923769307700856, + "TN": 61323481, + "TP": 1253, + "n_pred": 1680, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7024597855942868, + "FN": 119567, + "FP": 800868, + "IoU": 0.5413780457787358, + "TN": 59325522, + "TP": 1086523, + "n_pred": 1887391, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.23313884527572282, + "FN": 153221, + "FP": 182326, + "IoU": 0.13195085796773018, + "TN": 60945927, + "TP": 51006, + "n_pred": 233332, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7311015759397307, + "FN": 26752, + "FP": 14045, + "IoU": 0.576170292339338, + "TN": 61236222, + "TP": 55461, + "n_pred": 69506, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5637752565203634, + "FN": 32193, + "FP": 16060, + "IoU": 0.39253971850844727, + "TN": 61253046, + "TP": 31181, + "n_pred": 47241, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7210299184043518, + "FN": 28038, + "FP": 87351, + "IoU": 0.5637582370220826, + "TN": 148842993, + "TP": 149118, + "n_pred": 236469, + "n_ref": 177156 + }, + "10": { + "Dice": 0.19178182149860903, + "FN": 62289, + "FP": 26320, + "IoU": 0.10606121748955832, + "TN": 149008378, + "TP": 10513, + "n_pred": 36833, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6618421052631579, + "FN": 1095, + "FP": 447, + "IoU": 0.4945919370698132, + "TN": 149104449, + "TP": 1509, + "n_pred": 1956, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 134, + "IoU": 0.0, + "TN": 149105269, + "TP": 0, + "n_pred": 134, + "n_ref": 2097 + }, + "13": { + "Dice": 0.25372717344373047, + "FN": 69382, + "FP": 18767, + "IoU": 0.14529641049508407, + "TN": 149004366, + "TP": 14985, + "n_pred": 33752, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8087971483819864, + "FN": 6276, + "FP": 34759, + "IoU": 0.6789751613534128, + "TN": 148979675, + "TP": 86790, + "n_pred": 121549, + "n_ref": 93066 + }, + "15": { + "Dice": 0.643103353942113, + "FN": 14535, + "FP": 11557, + "IoU": 0.4739516129032258, + "TN": 149057900, + "TP": 23508, + "n_pred": 35065, + "n_ref": 38043 + }, + "2": { + "Dice": 0.693685561777925, + "FN": 45955, + "FP": 52118, + "IoU": 0.5310249519419287, + "TN": 148898378, + "TP": 111049, + "n_pred": 163167, + "n_ref": 157004 + }, + "3": { + "Dice": 0.031940221316664734, + "FN": 58295, + "FP": 50270, + "IoU": 0.01622929428395375, + "TN": 148997144, + "TP": 1791, + "n_pred": 52061, + "n_ref": 60086 + }, + "4": { + "Dice": 0.36554097262401414, + "FN": 19831, + "FP": 1004, + "IoU": 0.22364645824794127, + "TN": 149080663, + "TP": 6002, + "n_pred": 7006, + "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": 0.3508404381604491, + "FN": 275270, + "FP": 2799138, + "IoU": 0.21273892852981732, + "TN": 145202305, + "TP": 830787, + "n_pred": 3629925, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.2198357446980245, + "FN": 220661, + "FP": 165965, + "IoU": 0.1234918317471401, + "TN": 148666402, + "TP": 54472, + "n_pred": 220437, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6637180256742383, + "FN": 71502, + "FP": 88163, + "IoU": 0.4966900986665826, + "TN": 148790270, + "TP": 157565, + "n_pred": 245728, + "n_ref": 229067 + }, + "9": { + "Dice": 0.43668039659130975, + "FN": 62096, + "FP": 3413, + "IoU": 0.2793289328932893, + "TN": 149016600, + "TP": 25391, + "n_pred": 28804, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15816828826137436, + "FN": 468513, + "FP": 27437, + "IoU": 0.08587553751698028, + "TN": 100170259, + "TP": 46591, + "n_pred": 74028, + "n_ref": 515104 + }, + "10": { + "Dice": 0.21361790907354533, + "FN": 16662, + "FP": 143907, + "IoU": 0.11958130914912983, + "TN": 100530422, + "TP": 21809, + "n_pred": 165716, + "n_ref": 38471 + }, + "11": { + "Dice": 0.1810937070623798, + "FN": 2822, + "FP": 3138, + "IoU": 0.09956186735156368, + "TN": 100706181, + "TP": 659, + "n_pred": 3797, + "n_ref": 3481 + }, + "12": { + "Dice": 0.04020100502512563, + "FN": 5749, + "FP": 172, + "IoU": 0.020512820512820513, + "TN": 100706755, + "TP": 124, + "n_pred": 296, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 68691, + "IoU": 0.0, + "TN": 100604954, + "TP": 0, + "n_pred": 68691, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4464721752252046, + "FN": 56256, + "FP": 185846, + "IoU": 0.28739245484059917, + "TN": 100373059, + "TP": 97639, + "n_pred": 283485, + "n_ref": 153895 + }, + "15": { + "Dice": 0.3154739656709123, + "FN": 73321, + "FP": 21913, + "IoU": 0.18727758386741652, + "TN": 100595621, + "TP": 21945, + "n_pred": 43858, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1572123284481669, + "FN": 197708, + "FP": 182353, + "IoU": 0.08531223150401074, + "TN": 100297291, + "TP": 35448, + "n_pred": 217801, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5764285994870902, + "FN": 121226, + "FP": 29734, + "IoU": 0.4049172379266711, + "TN": 100459121, + "TP": 102719, + "n_pred": 132453, + "n_ref": 223945 + }, + "4": { + "Dice": 2.5640696914142127e-05, + "FN": 57651, + "FP": 20348, + "IoU": 1.282051282051282e-05, + "TN": 100634800, + "TP": 1, + "n_pred": 20349, + "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": 0.4485833946858046, + "FN": 968553, + "FP": 1759209, + "IoU": 0.28914438143128984, + "TN": 96875506, + "TP": 1109532, + "n_pred": 2868741, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.22275732746934965, + "FN": 113139, + "FP": 299695, + "IoU": 0.12533872324377693, + "TN": 100240807, + "TP": 59159, + "n_pred": 358854, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7199518226934455, + "FN": 24108, + "FP": 39601, + "IoU": 0.56244119202478, + "TN": 100567199, + "TP": 81892, + "n_pred": 121493, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4659990980886417, + "FN": 61554, + "FP": 30810, + "IoU": 0.3037801982436965, + "TN": 100580135, + "TP": 40301, + "n_pred": 71111, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5413359258835639, + "FN": 30505, + "FP": 49697, + "IoU": 0.37111761062016296, + "TN": 78823169, + "TP": 47329, + "n_pred": 97026, + "n_ref": 77834 + }, + "10": { + "Dice": 0.05890885845646989, + "FN": 37746, + "FP": 531, + "IoU": 0.030348321722609248, + "TN": 78911225, + "TP": 1198, + "n_pred": 1729, + "n_ref": 38944 + }, + "11": { + "Dice": 0.43336623889437315, + "FN": 929, + "FP": 219, + "IoU": 0.27662255828607435, + "TN": 78949113, + "TP": 439, + "n_pred": 658, + "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": 0.22280680288755658, + "FN": 50300, + "FP": 13220, + "IoU": 0.1253700516351119, + "TN": 78878075, + "TP": 9105, + "n_pred": 22325, + "n_ref": 59405 + }, + "14": { + "Dice": 0.12864451191615023, + "FN": 14897, + "FP": 152703, + "IoU": 0.0687440268486209, + "TN": 78770728, + "TP": 12372, + "n_pred": 165075, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7419375131054728, + "FN": 23736, + "FP": 878, + "IoU": 0.5897461539743654, + "TN": 78890703, + "TP": 35383, + "n_pred": 36261, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6974341490125581, + "FN": 32616, + "FP": 25955, + "IoU": 0.5354310098670643, + "TN": 78824624, + "TP": 67505, + "n_pred": 93460, + "n_ref": 100121 + }, + "3": { + "Dice": 0.05981529562559569, + "FN": 81947, + "FP": 3874, + "IoU": 0.03082969136429854, + "TN": 78862149, + "TP": 2730, + "n_pred": 6604, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8599736169973897, + "FN": 1808, + "FP": 3181, + "IoU": 0.7543453641242799, + "TN": 78930391, + "TP": 15320, + "n_pred": 18501, + "n_ref": 17128 + }, + "5": { + "Dice": 0.018730963022004613, + "FN": 34469, + "FP": 2, + "IoU": 0.009454022988505747, + "TN": 78915900, + "TP": 329, + "n_pred": 331, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7870849928125219, + "FN": 205816, + "FP": 65383, + "IoU": 0.6489201536368355, + "TN": 78178229, + "TP": 501272, + "n_pred": 566655, + "n_ref": 707088 + }, + "7": { + "Dice": 0.18763082155939298, + "FN": 640795, + "FP": 54697, + "IoU": 0.1035279256518993, + "TN": 78174890, + "TP": 80318, + "n_pred": 135015, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5380977054757692, + "FN": 193507, + "FP": 42726, + "IoU": 0.3680804849211147, + "TN": 78576866, + "TP": 137601, + "n_pred": 180327, + "n_ref": 331108 + }, + "9": { + "Dice": 0.39230550554344734, + "FN": 42558, + "FP": 2333, + "IoU": 0.2440174466580219, + "TN": 78891319, + "TP": 14490, + "n_pred": 16823, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48839754816112085, + "FN": 5417, + "FP": 293719, + "IoU": 0.3230992034757422, + "TN": 104562520, + "TP": 142784, + "n_pred": 436503, + "n_ref": 148201 + }, + "10": { + "Dice": 0.592817676207112, + "FN": 38363, + "FP": 28772, + "IoU": 0.4212799337965278, + "TN": 104888434, + "TP": 48871, + "n_pred": 77643, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7050028752156412, + "FN": 1879, + "FP": 173, + "IoU": 0.544404973357016, + "TN": 104999936, + "TP": 2452, + "n_pred": 2625, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6599496221662469, + "FN": 2213, + "FP": 487, + "IoU": 0.4924812030075188, + "TN": 104999120, + "TP": 2620, + "n_pred": 3107, + "n_ref": 4833 + }, + "13": { + "Dice": 0.1782246379711978, + "FN": 66686, + "FP": 35971, + "IoU": 0.09783019448277075, + "TN": 104890651, + "TP": 11132, + "n_pred": 47103, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7275238362310712, + "FN": 18195, + "FP": 20671, + "IoU": 0.5717386753054995, + "TN": 104913687, + "TP": 51887, + "n_pred": 72558, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8480154142581888, + "FN": 2354, + "FP": 5534, + "IoU": 0.7361343413393993, + "TN": 104974546, + "TP": 22006, + "n_pred": 27540, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5646231776698767, + "FN": 76618, + "FP": 68551, + "IoU": 0.3933623344657983, + "TN": 104765139, + "TP": 94132, + "n_pred": 162683, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6305827544399505, + "FN": 54463, + "FP": 61626, + "IoU": 0.4604752543349646, + "TN": 104789271, + "TP": 99080, + "n_pred": 160706, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1749, + "IoU": 0.0, + "TN": 105002691, + "TP": 0, + "n_pred": 1749, + "n_ref": 0 + }, + "5": { + "Dice": 0.4107355778611226, + "FN": 20607, + "FP": 6574, + "IoU": 0.25844382604899874, + "TN": 104967786, + "TP": 9473, + "n_pred": 16047, + "n_ref": 30080 + }, + "6": { + "Dice": 0.5501773823532938, + "FN": 157507, + "FP": 1605826, + "IoU": 0.3794791001717987, + "TN": 102162742, + "TP": 1078365, + "n_pred": 2684191, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5001239445105133, + "FN": 70707, + "FP": 247905, + "IoU": 0.3334435153358703, + "TN": 104526443, + "TP": 159385, + "n_pred": 407290, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8030715058197102, + "FN": 84744, + "FP": 53282, + "IoU": 0.6709435941448529, + "TN": 104584980, + "TP": 281434, + "n_pred": 334716, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5882352941176471, + "FN": 51299, + "FP": 7858, + "IoU": 0.4166666666666667, + "TN": 104903028, + "TP": 42255, + "n_pred": 50113, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5580484708639115, + "FN": 184255, + "FP": 186168, + "IoU": 0.3870091744333828, + "TN": 177072000, + "TP": 233865, + "n_pred": 420033, + "n_ref": 418120 + }, + "10": { + "Dice": 0.32318385249451737, + "FN": 48456, + "FP": 49993, + "IoU": 0.19273660560539219, + "TN": 177554334, + "TP": 23505, + "n_pred": 73498, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6260019019155006, + "FN": 2439, + "FP": 314, + "IoU": 0.45560609056753015, + "TN": 177671231, + "TP": 2304, + "n_pred": 2618, + "n_ref": 4743 + }, + "12": { + "Dice": 0.03847576766555679, + "FN": 5094, + "FP": 104, + "IoU": 0.01961523953225198, + "TN": 177670986, + "TP": 104, + "n_pred": 208, + "n_ref": 5198 + }, + "13": { + "Dice": 0.20744130960625495, + "FN": 66749, + "FP": 12216, + "IoU": 0.11572358033124672, + "TN": 177586989, + "TP": 10334, + "n_pred": 22550, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7972933333333333, + "FN": 16448, + "FP": 13958, + "IoU": 0.6629158675432081, + "TN": 177586085, + "TP": 59797, + "n_pred": 73755, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6383925772678829, + "FN": 2803, + "FP": 20269, + "IoU": 0.46885215709747224, + "TN": 177632850, + "TP": 20366, + "n_pred": 40635, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5004851382052253, + "FN": 129772, + "FP": 39088, + "IoU": 0.3337647068107033, + "TN": 177422834, + "TP": 84594, + "n_pred": 123682, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6331085464696583, + "FN": 68474, + "FP": 92132, + "IoU": 0.46317397393516213, + "TN": 177377111, + "TP": 138571, + "n_pred": 230703, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 14669, + "IoU": 0.0, + "TN": 177627186, + "TP": 0, + "n_pred": 14669, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5170196501641261, + "FN": 19683, + "FP": 1799, + "IoU": 0.34863553668890235, + "TN": 177643308, + "TP": 11498, + "n_pred": 13297, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6065296010610579, + "FN": 490359, + "FP": 1216045, + "IoU": 0.43526550798847236, + "TN": 174654684, + "TP": 1315200, + "n_pred": 2531245, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5109993890523783, + "FN": 149049, + "FP": 270359, + "IoU": 0.34318279340877555, + "TN": 177037742, + "TP": 219138, + "n_pred": 489497, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6936524133909611, + "FN": 23387, + "FP": 132123, + "IoU": 0.5309861023983014, + "TN": 177344720, + "TP": 176058, + "n_pred": 308181, + "n_ref": 199445 + }, + "9": { + "Dice": 0.38142924698878966, + "FN": 100944, + "FP": 10241, + "IoU": 0.23565806207678824, + "TN": 177530823, + "TP": 34280, + "n_pred": 44521, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8208574354749195, + "FN": 43595, + "FP": 19025, + "IoU": 0.6961477434287461, + "TN": 193799448, + "TP": 143467, + "n_pred": 162492, + "n_ref": 187062 + }, + "10": { + "Dice": 0.5499438331808274, + "FN": 50084, + "FP": 10413, + "IoU": 0.37925691829384667, + "TN": 193908076, + "TP": 36962, + "n_pred": 47375, + "n_ref": 87046 + }, + "11": { + "Dice": 0.16225448334756618, + "FN": 2827, + "FP": 116, + "IoU": 0.08828996282527882, + "TN": 194002307, + "TP": 285, + "n_pred": 401, + "n_ref": 3112 + }, + "12": { + "Dice": 0.06613565049481053, + "FN": 3813, + "FP": 56, + "IoU": 0.03419870194707938, + "TN": 194001529, + "TP": 137, + "n_pred": 193, + "n_ref": 3950 + }, + "13": { + "Dice": 0.39971126330895684, + "FN": 43620, + "FP": 26235, + "IoU": 0.24977446516023713, + "TN": 193912423, + "TP": 23257, + "n_pred": 49492, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7414191237688308, + "FN": 5105, + "FP": 44278, + "IoU": 0.5890913629555666, + "TN": 193885355, + "TP": 70797, + "n_pred": 115075, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5863146656313695, + "FN": 5864, + "FP": 15447, + "IoU": 0.4147419877516272, + "TN": 193969122, + "TP": 15102, + "n_pred": 30549, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6647520251519028, + "FN": 11826, + "FP": 116345, + "IoU": 0.49784911692341444, + "TN": 193750291, + "TP": 127073, + "n_pred": 243418, + "n_ref": 138899 + }, + "3": { + "Dice": 0.005649926417843118, + "FN": 134173, + "FP": 286, + "IoU": 0.0028329662343055894, + "TN": 193870694, + "TP": 382, + "n_pred": 668, + "n_ref": 134555 + }, + "4": { + "Dice": 0.5106941679725552, + "FN": 8971, + "FP": 14135, + "IoU": 0.3429075190535775, + "TN": 193970371, + "TP": 12058, + "n_pred": 26193, + "n_ref": 21029 + }, + "5": { + "Dice": 0.05017015752727783, + "FN": 26555, + "FP": 518, + "IoU": 0.025730531164531452, + "TN": 193977747, + "TP": 715, + "n_pred": 1233, + "n_ref": 27270 + }, + "6": { + "Dice": 0.21320773988579897, + "FN": 238158, + "FP": 8227567, + "IoU": 0.11932430235184252, + "TN": 184392774, + "TP": 1147036, + "n_pred": 9374603, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5060810771697666, + "FN": 147122, + "FP": 194174, + "IoU": 0.33876073824073033, + "TN": 193489389, + "TP": 174850, + "n_pred": 369024, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8208581372018455, + "FN": 49526, + "FP": 34223, + "IoU": 0.6961487528344671, + "TN": 193729910, + "TP": 191876, + "n_pred": 226099, + "n_ref": 241402 + }, + "9": { + "Dice": 0.42475850795066133, + "FN": 69835, + "FP": 7581, + "IoU": 0.2696465971056058, + "TN": 193899537, + "TP": 28582, + "n_pred": 36163, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7256769071274936, + "FN": 16106, + "FP": 58249, + "IoU": 0.5694606895114127, + "TN": 99483098, + "TP": 98347, + "n_pred": 156596, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5770832494260744, + "FN": 35864, + "FP": 16639, + "IoU": 0.4055636067207101, + "TN": 99567476, + "TP": 35821, + "n_pred": 52460, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6238566361769647, + "FN": 1971, + "FP": 44, + "IoU": 0.45333695062398266, + "TN": 99652114, + "TP": 1671, + "n_pred": 1715, + "n_ref": 3642 + }, + "12": { + "Dice": 0.3283582089552239, + "FN": 2820, + "FP": 240, + "IoU": 0.19642857142857142, + "TN": 99651992, + "TP": 748, + "n_pred": 988, + "n_ref": 3568 + }, + "13": { + "Dice": 0.1722436029260554, + "FN": 39568, + "FP": 16784, + "IoU": 0.09423772402153821, + "TN": 99593585, + "TP": 5863, + "n_pred": 22647, + "n_ref": 45431 + }, + "14": { + "Dice": 0.30203129967852477, + "FN": 32766, + "FP": 66021, + "IoU": 0.17787801366499945, + "TN": 99535639, + "TP": 21374, + "n_pred": 87395, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6223737236974147, + "FN": 18411, + "FP": 5296, + "IoU": 0.4517725412205444, + "TN": 99612557, + "TP": 19536, + "n_pred": 24832, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7769542733300431, + "FN": 24231, + "FP": 27742, + "IoU": 0.6352618355860598, + "TN": 99513306, + "TP": 90521, + "n_pred": 118263, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7266244656821541, + "FN": 32610, + "FP": 36013, + "IoU": 0.5706285742888964, + "TN": 99495978, + "TP": 91199, + "n_pred": 127212, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5532197879336461, + "FN": 11419, + "FP": 674, + "IoU": 0.3823799795709908, + "TN": 99636220, + "TP": 7487, + "n_pred": 8161, + "n_ref": 18906 + }, + "5": { + "Dice": 0.47012539955741334, + "FN": 4098, + "FP": 2367, + "IoU": 0.30729668916747027, + "TN": 99646467, + "TP": 2868, + "n_pred": 5235, + "n_ref": 6966 + }, + "6": { + "Dice": 0.527253615639459, + "FN": 230520, + "FP": 1784344, + "IoU": 0.3580070684528551, + "TN": 96517348, + "TP": 1123588, + "n_pred": 2907932, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.3254664283688692, + "FN": 43596, + "FP": 467805, + "IoU": 0.19436243852181392, + "TN": 99021022, + "TP": 123377, + "n_pred": 591182, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5913064295485636, + "FN": 14473, + "FP": 105029, + "IoU": 0.4197551844856301, + "TN": 99449849, + "TP": 86449, + "n_pred": 191478, + "n_ref": 100922 + }, + "9": { + "Dice": 0.3607347798037418, + "FN": 74286, + "FP": 1022, + "IoU": 0.22005882596627863, + "TN": 99559244, + "TP": 21248, + "n_pred": 22270, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6530714850179778, + "FN": 202714, + "FP": 56741, + "IoU": 0.4848597960127785, + "TN": 62579861, + "TP": 244204, + "n_pred": 300945, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5716363166313885, + "FN": 35467, + "FP": 17555, + "IoU": 0.40020361990950226, + "TN": 62995120, + "TP": 35378, + "n_pred": 52933, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7215480485405051, + "FN": 1345, + "FP": 353, + "IoU": 0.564391995895331, + "TN": 63079622, + "TP": 2200, + "n_pred": 2553, + "n_ref": 3545 + }, + "12": { + "Dice": 0.2564102564102564, + "FN": 2987, + "FP": 0, + "IoU": 0.14705882352941177, + "TN": 63080018, + "TP": 515, + "n_pred": 515, + "n_ref": 3502 + }, + "13": { + "Dice": 0.2665045334340763, + "FN": 34368, + "FP": 27762, + "IoU": 0.15373823501368894, + "TN": 63010103, + "TP": 11287, + "n_pred": 39049, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18422, + "IoU": 0.0, + "TN": 63065098, + "TP": 0, + "n_pred": 18422, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6512836729450363, + "FN": 25113, + "FP": 80751, + "IoU": 0.48289151683005815, + "TN": 62878797, + "TP": 98859, + "n_pred": 179610, + "n_ref": 123972 + }, + "3": { + "Dice": 0.3109906215062359, + "FN": 100746, + "FP": 18197, + "IoU": 0.1841260477686472, + "TN": 62937734, + "TP": 26843, + "n_pred": 45040, + "n_ref": 127589 + }, + "4": { + "Dice": 0.13327831648442334, + "FN": 16737, + "FP": 67, + "IoU": 0.07139699381078692, + "TN": 63065424, + "TP": 1292, + "n_pred": 1359, + "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": 0.6704162553556776, + "FN": 288547, + "FP": 538462, + "IoU": 0.5042301833608991, + "TN": 61415389, + "TP": 841122, + "n_pred": 1379584, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.45142945448925975, + "FN": 76324, + "FP": 118915, + "IoU": 0.2915136516046623, + "TN": 62807948, + "TP": 80333, + "n_pred": 199248, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7514520824260206, + "FN": 29999, + "FP": 24218, + "IoU": 0.6018608271648455, + "TN": 62947344, + "TP": 81959, + "n_pred": 106177, + "n_ref": 111958 + }, + "9": { + "Dice": 0.3731841978308646, + "FN": 32446, + "FP": 2635, + "IoU": 0.229395483700905, + "TN": 63037996, + "TP": 10443, + "n_pred": 13078, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7855928821625456, + "FN": 20143, + "FP": 139434, + "IoU": 0.6468941680459547, + "TN": 109156894, + "TP": 292347, + "n_pred": 431781, + "n_ref": 312490 + }, + "10": { + "Dice": 0.39375235783930523, + "FN": 37307, + "FP": 118572, + "IoU": 0.24513801452784503, + "TN": 109402318, + "TP": 50621, + "n_pred": 169193, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5317376155128011, + "FN": 2711, + "FP": 380, + "IoU": 0.36215435410647956, + "TN": 109603972, + "TP": 1755, + "n_pred": 2135, + "n_ref": 4466 + }, + "12": { + "Dice": 0.35987320529554356, + "FN": 3116, + "FP": 317, + "IoU": 0.21941791723510687, + "TN": 109604420, + "TP": 965, + "n_pred": 1282, + "n_ref": 4081 + }, + "13": { + "Dice": 0.38083087891722184, + "FN": 44510, + "FP": 73425, + "IoU": 0.23520142149360587, + "TN": 109454614, + "TP": 36269, + "n_pred": 109694, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3129932278088457, + "FN": 65881, + "FP": 70360, + "IoU": 0.18553169611898898, + "TN": 109441542, + "TP": 31035, + "n_pred": 101395, + "n_ref": 96916 + }, + "15": { + "Dice": 0.38170665015055577, + "FN": 74575, + "FP": 19264, + "IoU": 0.23586987500508938, + "TN": 109486013, + "TP": 28966, + "n_pred": 48230, + "n_ref": 103541 + }, + "2": { + "Dice": 0.3994559787163603, + "FN": 147096, + "FP": 54255, + "IoU": 0.24957512783434457, + "TN": 109340502, + "TP": 66965, + "n_pred": 121220, + "n_ref": 214061 + }, + "3": { + "Dice": 0.723901686218968, + "FN": 28974, + "FP": 136336, + "IoU": 0.5672773628812925, + "TN": 109226795, + "TP": 216713, + "n_pred": 353049, + "n_ref": 245687 + }, + "4": { + "Dice": 0.004450738417964798, + "FN": 50169, + "FP": 3962, + "IoU": 0.0022303325223033254, + "TN": 109554566, + "TP": 121, + "n_pred": 4083, + "n_ref": 50290 + }, + "5": { + "Dice": 0.4052888761138258, + "FN": 7732, + "FP": 544, + "IoU": 0.2541456380677722, + "TN": 109597722, + "TP": 2820, + "n_pred": 3364, + "n_ref": 10552 + }, + "6": { + "Dice": 0.36601472136335306, + "FN": 365773, + "FP": 2699038, + "IoU": 0.2240012355978787, + "TN": 105659313, + "TP": 884694, + "n_pred": 3583732, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4361391412966274, + "FN": 770597, + "FP": 334453, + "IoU": 0.27888615465332306, + "TN": 108076397, + "TP": 427371, + "n_pred": 761824, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.80850461081588, + "FN": 6653, + "FP": 32553, + "IoU": 0.6785629370916038, + "TN": 109486847, + "TP": 82765, + "n_pred": 115318, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5757658700915886, + "FN": 27855, + "FP": 12443, + "IoU": 0.40426349713204424, + "TN": 109541174, + "TP": 27346, + "n_pred": 39789, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7512309611344538, + "FN": 13005, + "FP": 17309, + "IoU": 0.6015771834132878, + "TN": 66991267, + "TP": 45771, + "n_pred": 63080, + "n_ref": 58776 + }, + "10": { + "Dice": 0.44767012656651634, + "FN": 53630, + "FP": 8469, + "IoU": 0.2883859508393972, + "TN": 66980087, + "TP": 25166, + "n_pred": 33635, + "n_ref": 78796 + }, + "11": { + "Dice": 0.03316645807259074, + "FN": 3073, + "FP": 17, + "IoU": 0.016862869869551385, + "TN": 67064209, + "TP": 53, + "n_pred": 70, + "n_ref": 3126 + }, + "12": { + "Dice": 0.41515426497277674, + "FN": 2396, + "FP": 182, + "IoU": 0.2619524763813341, + "TN": 67063859, + "TP": 915, + "n_pred": 1097, + "n_ref": 3311 + }, + "13": { + "Dice": 0.21911429891983497, + "FN": 31811, + "FP": 13806, + "IoU": 0.12303669954053482, + "TN": 67015335, + "TP": 6400, + "n_pred": 20206, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7890156864241823, + "FN": 13457, + "FP": 19711, + "IoU": 0.6515490560685808, + "TN": 66972165, + "TP": 62019, + "n_pred": 81730, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6949436238894918, + "FN": 12471, + "FP": 4114, + "IoU": 0.5325008456421243, + "TN": 67031876, + "TP": 18891, + "n_pred": 23005, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5828930364942012, + "FN": 21319, + "FP": 157174, + "IoU": 0.4113260688890941, + "TN": 66764140, + "TP": 124719, + "n_pred": 281893, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0, + "FN": 160370, + "FP": 2262, + "IoU": 0.0, + "TN": 66904720, + "TP": 0, + "n_pred": 2262, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0832200867145538, + "FN": 12396, + "FP": 1771, + "IoU": 0.04341661039837948, + "TN": 67052542, + "TP": 643, + "n_pred": 2414, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 230, + "IoU": 0.0, + "TN": 67058201, + "TP": 0, + "n_pred": 230, + "n_ref": 8921 + }, + "6": { + "Dice": 0.6968489049281392, + "FN": 252448, + "FP": 467454, + "IoU": 0.5347414490640567, + "TN": 65520036, + "TP": 827414, + "n_pred": 1294868, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.33803164919620243, + "FN": 272264, + "FP": 38503, + "IoU": 0.20339235042154452, + "TN": 66677239, + "TP": 79346, + "n_pred": 117849, + "n_ref": 351610 + }, + "8": { + "Dice": 0.734130534184211, + "FN": 11859, + "FP": 41635, + "IoU": 0.5799417349174316, + "TN": 66940003, + "TP": 73855, + "n_pred": 115490, + "n_ref": 85714 + }, + "9": { + "Dice": 0.3659627228195695, + "FN": 59339, + "FP": 3049, + "IoU": 0.22396228527359346, + "TN": 66986959, + "TP": 18005, + "n_pred": 21054, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3787959645244085, + "FN": 135499, + "FP": 11171, + "IoU": 0.23365101260267102, + "TN": 74327892, + "TP": 44718, + "n_pred": 55889, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5595286873899514, + "FN": 30886, + "FP": 8889, + "IoU": 0.38843445370398844, + "TN": 74454242, + "TP": 25263, + "n_pred": 34152, + "n_ref": 56149 + }, + "11": { + "Dice": 0.3582795698924731, + "FN": 2554, + "FP": 430, + "IoU": 0.21823421535237097, + "TN": 74515463, + "TP": 833, + "n_pred": 1263, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 4, + "IoU": 0.0, + "TN": 74517075, + "TP": 0, + "n_pred": 4, + "n_ref": 2201 + }, + "13": { + "Dice": 0.1945457750776366, + "FN": 35717, + "FP": 23678, + "IoU": 0.1077544766254056, + "TN": 74452712, + "TP": 7173, + "n_pred": 30851, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3226376885998688, + "FN": 14957, + "FP": 56290, + "IoU": 0.1923482400952219, + "TN": 74431065, + "TP": 16968, + "n_pred": 73258, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4841328693932653, + "FN": 17628, + "FP": 9503, + "IoU": 0.3193768501329587, + "TN": 74479418, + "TP": 12731, + "n_pred": 22234, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5579488828162675, + "FN": 9010, + "FP": 199990, + "IoU": 0.38691338758220933, + "TN": 74178382, + "TP": 131898, + "n_pred": 331888, + "n_ref": 140908 + }, + "3": { + "Dice": 0.002320300157977883, + "FN": 155453, + "FP": 6219, + "IoU": 0.0011614975905103176, + "TN": 74357420, + "TP": 188, + "n_pred": 6407, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 9917, + "IoU": 0.0, + "TN": 74496085, + "TP": 0, + "n_pred": 9917, + "n_ref": 13278 + }, + "5": { + "Dice": 0.023359604975785774, + "FN": 10031, + "FP": 254, + "IoU": 0.01181783243658724, + "TN": 74508872, + "TP": 123, + "n_pred": 377, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8173299695633829, + "FN": 209288, + "FP": 415004, + "IoU": 0.6910887640076935, + "TN": 72498337, + "TP": 1396651, + "n_pred": 1811655, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5137115973245664, + "FN": 76562, + "FP": 95020, + "IoU": 0.34563385975416744, + "TN": 74257069, + "TP": 90629, + "n_pred": 185649, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6288983922158812, + "FN": 22173, + "FP": 27637, + "IoU": 0.4586810989393149, + "TN": 74427264, + "TP": 42206, + "n_pred": 69843, + "n_ref": 64379 + }, + "9": { + "Dice": 0.44725581093785455, + "FN": 65265, + "FP": 2937, + "IoU": 0.28804217339109556, + "TN": 74423485, + "TP": 27593, + "n_pred": 30530, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8743903244142364, + "FN": 11413, + "FP": 66594, + "IoU": 0.7768148616519368, + "TN": 65701663, + "TP": 271510, + "n_pred": 338104, + "n_ref": 282923 + }, + "10": { + "Dice": 0.29374720829427564, + "FN": 60187, + "FP": 52074, + "IoU": 0.17215925431578016, + "TN": 65915573, + "TP": 23346, + "n_pred": 75420, + "n_ref": 83533 + }, + "11": { + "Dice": 0.8086767895878525, + "FN": 841, + "FP": 482, + "IoU": 0.6788055353241078, + "TN": 66047061, + "TP": 2796, + "n_pred": 3278, + "n_ref": 3637 + }, + "12": { + "Dice": 0.26582278481012656, + "FN": 2543, + "FP": 125, + "IoU": 0.15328467153284672, + "TN": 66048029, + "TP": 483, + "n_pred": 608, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5058606082174797, + "FN": 25594, + "FP": 17449, + "IoU": 0.33856319631194776, + "TN": 65986105, + "TP": 22032, + "n_pred": 39481, + "n_ref": 47626 + }, + "14": { + "Dice": 0.618644654015541, + "FN": 5009, + "FP": 61147, + "IoU": 0.44785337517526874, + "TN": 65931364, + "TP": 53660, + "n_pred": 114807, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7710097116792621, + "FN": 1692, + "FP": 11913, + "IoU": 0.6273521597414337, + "TN": 66014671, + "TP": 22904, + "n_pred": 34817, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6484550524674226, + "FN": 70350, + "FP": 9450, + "IoU": 0.479788003833141, + "TN": 65897781, + "TP": 73599, + "n_pred": 83049, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7429528547100475, + "FN": 24201, + "FP": 67571, + "IoU": 0.5910302230857672, + "TN": 65826782, + "TP": 132626, + "n_pred": 200197, + "n_ref": 156827 + }, + "4": { + "Dice": 0.11710167015939545, + "FN": 27684, + "FP": 122, + "IoU": 0.062192242833052275, + "TN": 66021530, + "TP": 1844, + "n_pred": 1966, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6178388301576249, + "FN": 5099, + "FP": 938, + "IoU": 0.44700925162590455, + "TN": 66040263, + "TP": 4880, + "n_pred": 5818, + "n_ref": 9979 + }, + "6": { + "Dice": 0.5287165489931903, + "FN": 182108, + "FP": 1317835, + "IoU": 0.35935736831090287, + "TN": 63709870, + "TP": 841367, + "n_pred": 2159202, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5287395778339276, + "FN": 611482, + "FP": 39249, + "IoU": 0.35937864559388294, + "TN": 65035399, + "TP": 365050, + "n_pred": 404299, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6693270534765239, + "FN": 8253, + "FP": 63921, + "IoU": 0.502998918874252, + "TN": 65905961, + "TP": 73045, + "n_pred": 136966, + "n_ref": 81298 + }, + "9": { + "Dice": 0.4455950740613159, + "FN": 49388, + "FP": 2114, + "IoU": 0.2866660203049904, + "TN": 65978981, + "TP": 20697, + "n_pred": 22811, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7895001985771746, + "FN": 5548, + "FP": 73425, + "IoU": 0.6522101016862567, + "TN": 113245469, + "TP": 148098, + "n_pred": 221523, + "n_ref": 153646 + }, + "10": { + "Dice": 0.47521608749338506, + "FN": 50932, + "FP": 14518, + "IoU": 0.31166126793151316, + "TN": 113377456, + "TP": 29634, + "n_pred": 44152, + "n_ref": 80566 + }, + "11": { + "Dice": 0.4301817345295606, + "FN": 2295, + "FP": 182, + "IoU": 0.27403282532239154, + "TN": 113469128, + "TP": 935, + "n_pred": 1117, + "n_ref": 3230 + }, + "12": { + "Dice": 0.05207373271889401, + "FN": 3970, + "FP": 144, + "IoU": 0.026732907499408563, + "TN": 113468313, + "TP": 113, + "n_pred": 257, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4326076224681801, + "FN": 46643, + "FP": 32662, + "IoU": 0.2760046741769979, + "TN": 113363002, + "TP": 30233, + "n_pred": 62895, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8291727375032888, + "FN": 76078, + "FP": 1187, + "IoU": 0.7081939104621915, + "TN": 113207758, + "TP": 187517, + "n_pred": 188704, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7484506015311703, + "FN": 5459, + "FP": 5581, + "IoU": 0.598019225167492, + "TN": 113445076, + "TP": 16424, + "n_pred": 22005, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7390917442761155, + "FN": 24515, + "FP": 47904, + "IoU": 0.5861582243759714, + "TN": 113297548, + "TP": 102573, + "n_pred": 150477, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6216029889249656, + "FN": 64398, + "FP": 3662, + "IoU": 0.45096077830302833, + "TN": 113348578, + "TP": 55902, + "n_pred": 59564, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6344731332868109, + "FN": 12908, + "FP": 8044, + "IoU": 0.464636140637776, + "TN": 113433404, + "TP": 18184, + "n_pred": 26228, + "n_ref": 31092 + }, + "5": { + "Dice": 0.14915443745632426, + "FN": 30158, + "FP": 281, + "IoU": 0.08058718699972815, + "TN": 113439433, + "TP": 2668, + "n_pred": 2949, + "n_ref": 32826 + }, + "6": { + "Dice": 0.7765605781689019, + "FN": 197842, + "FP": 346418, + "IoU": 0.6347356185454927, + "TN": 111982496, + "TP": 945784, + "n_pred": 1292202, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.18802983483723945, + "FN": 182214, + "FP": 127063, + "IoU": 0.10377093312700855, + "TN": 113127453, + "TP": 35810, + "n_pred": 162873, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5793006704813835, + "FN": 68384, + "FP": 143948, + "IoU": 0.4077574040086801, + "TN": 113114018, + "TP": 146190, + "n_pred": 290138, + "n_ref": 214574 + }, + "9": { + "Dice": 0.06871371389419782, + "FN": 102428, + "FP": 874, + "IoU": 0.03557924808379935, + "TN": 113365427, + "TP": 3811, + "n_pred": 4685, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5801213515831063, + "FN": 47019, + "FP": 69030, + "IoU": 0.4085710791058924, + "TN": 75000510, + "TP": 80169, + "n_pred": 149199, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6596957186985768, + "FN": 42927, + "FP": 16012, + "IoU": 0.49219847157245383, + "TN": 75080661, + "TP": 57128, + "n_pred": 73140, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5319019647559247, + "FN": 2231, + "FP": 80, + "IoU": 0.36230684326710816, + "TN": 75193104, + "TP": 1313, + "n_pred": 1393, + "n_ref": 3544 + }, + "12": { + "Dice": 0.15532335498446767, + "FN": 2831, + "FP": 160, + "IoU": 0.08420085731781997, + "TN": 75193462, + "TP": 275, + "n_pred": 435, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2415950334288443, + "FN": 45142, + "FP": 18382, + "IoU": 0.13739442166155183, + "TN": 75123086, + "TP": 10118, + "n_pred": 28500, + "n_ref": 55260 + }, + "14": { + "Dice": 0.928120873145343, + "FN": 13579, + "FP": 4927, + "IoU": 0.8658820289455947, + "TN": 75058745, + "TP": 119477, + "n_pred": 124404, + "n_ref": 133056 + }, + "15": { + "Dice": 0.27691723841767285, + "FN": 59948, + "FP": 12455, + "IoU": 0.16071035274206824, + "TN": 75110461, + "TP": 13864, + "n_pred": 26319, + "n_ref": 73812 + }, + "2": { + "Dice": 0.59497645572001, + "FN": 16611, + "FP": 159974, + "IoU": 0.4234636907987959, + "TN": 74890442, + "TP": 129701, + "n_pred": 289675, + "n_ref": 146312 + }, + "3": { + "Dice": 0.011317329163326022, + "FN": 146661, + "FP": 2550, + "IoU": 0.005690867290840636, + "TN": 75046663, + "TP": 854, + "n_pred": 3404, + "n_ref": 147515 + }, + "4": { + "Dice": 0.46089651152087874, + "FN": 17452, + "FP": 119, + "IoU": 0.2994577784865641, + "TN": 75171646, + "TP": 7511, + "n_pred": 7630, + "n_ref": 24963 + }, + "5": { + "Dice": 0.041360060898249174, + "FN": 7538, + "FP": 18, + "IoU": 0.021116724964373623, + "TN": 75189009, + "TP": 163, + "n_pred": 181, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7816115392610095, + "FN": 68300, + "FP": 595704, + "IoU": 0.641512591794359, + "TN": 73344490, + "TP": 1188234, + "n_pred": 1783938, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5397713000589239, + "FN": 36850, + "FP": 159195, + "IoU": 0.36964846676462737, + "TN": 74885719, + "TP": 114964, + "n_pred": 274159, + "n_ref": 151814 + }, + "8": { + "Dice": 0.694803854805093, + "FN": 17400, + "FP": 41758, + "IoU": 0.5323367352585436, + "TN": 75070231, + "TP": 67339, + "n_pred": 109097, + "n_ref": 84739 + }, + "9": { + "Dice": 0.362409648636492, + "FN": 59910, + "FP": 1043, + "IoU": 0.22130665849046963, + "TN": 75118452, + "TP": 17323, + "n_pred": 18366, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9359922397795648, + "FN": 16112, + "FP": 11206, + "IoU": 0.8796855387461188, + "TN": 86700817, + "TP": 199737, + "n_pred": 210943, + "n_ref": 215849 + }, + "10": { + "Dice": 0.488599775931851, + "FN": 20419, + "FP": 80917, + "IoU": 0.3232762362683228, + "TN": 86778127, + "TP": 48409, + "n_pred": 129326, + "n_ref": 68828 + }, + "11": { + "Dice": 0.523320895522388, + "FN": 1468, + "FP": 576, + "IoU": 0.3543903979785218, + "TN": 86924706, + "TP": 1122, + "n_pred": 1698, + "n_ref": 2590 + }, + "12": { + "Dice": 0.31668915879442194, + "FN": 3859, + "FP": 698, + "IoU": 0.18813468733297703, + "TN": 86922259, + "TP": 1056, + "n_pred": 1754, + "n_ref": 4915 + }, + "13": { + "Dice": 0.37746077813980233, + "FN": 34682, + "FP": 33529, + "IoU": 0.23263584205197435, + "TN": 86838982, + "TP": 20679, + "n_pred": 54208, + "n_ref": 55361 + }, + "14": { + "Dice": 0.562601143596936, + "FN": 20701, + "FP": 76601, + "IoU": 0.3914022479500122, + "TN": 86767993, + "TP": 62577, + "n_pred": 139178, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5062878824559937, + "FN": 105143, + "FP": 7020, + "IoU": 0.3389460904209862, + "TN": 86758199, + "TP": 57510, + "n_pred": 64530, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6143040954024792, + "FN": 26345, + "FP": 96557, + "IoU": 0.4433181142877849, + "TN": 86707096, + "TP": 97874, + "n_pred": 194431, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5511426066104759, + "FN": 93355, + "FP": 32058, + "IoU": 0.38039810482735453, + "TN": 86725463, + "TP": 76996, + "n_pred": 109054, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5371406521319699, + "FN": 8170, + "FP": 6224, + "IoU": 0.36718543919810076, + "TN": 86905126, + "TP": 8352, + "n_pred": 14576, + "n_ref": 16522 + }, + "5": { + "Dice": 0.569293805736322, + "FN": 3111, + "FP": 463, + "IoU": 0.397911051212938, + "TN": 86921936, + "TP": 2362, + "n_pred": 2825, + "n_ref": 5473 + }, + "6": { + "Dice": 0.630599193380621, + "FN": 140649, + "FP": 1070385, + "IoU": 0.46049278657676024, + "TN": 84683168, + "TP": 1033670, + "n_pred": 2104055, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4578825319734072, + "FN": 675983, + "FP": 146220, + "IoU": 0.2969180632908253, + "TN": 85758445, + "TP": 347224, + "n_pred": 493444, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7596695170566934, + "FN": 4461, + "FP": 27129, + "IoU": 0.6124734717911601, + "TN": 86846355, + "TP": 49927, + "n_pred": 77056, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6044597499023056, + "FN": 26011, + "FP": 6379, + "IoU": 0.43313673672972924, + "TN": 86870733, + "TP": 24749, + "n_pred": 31128, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6433813252785855, + "FN": 11356, + "FP": 74123, + "IoU": 0.4742536257734368, + "TN": 37587014, + "TP": 77107, + "n_pred": 151230, + "n_ref": 88463 + }, + "10": { + "Dice": 0.00276157952486038, + "FN": 59132, + "FP": 21757, + "IoU": 0.0013826989790249502, + "TN": 37668599, + "TP": 112, + "n_pred": 21869, + "n_ref": 59244 + }, + "11": { + "Dice": 0.5865818085388491, + "FN": 1482, + "FP": 77, + "IoU": 0.4150093808630394, + "TN": 37746935, + "TP": 1106, + "n_pred": 1183, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 107, + "IoU": 0.0, + "TN": 37746576, + "TP": 0, + "n_pred": 107, + "n_ref": 2917 + }, + "13": { + "Dice": 0.3738033219444538, + "FN": 33835, + "FP": 3187, + "IoU": 0.2298635380262939, + "TN": 37701528, + "TP": 11050, + "n_pred": 14237, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2465380257779009, + "FN": 30859, + "FP": 393429, + "IoU": 0.14060072553741826, + "TN": 37255897, + "TP": 69415, + "n_pred": 462844, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29218, + "IoU": 0.0, + "TN": 37720382, + "TP": 0, + "n_pred": 29218, + "n_ref": 0 + }, + "2": { + "Dice": 0.49386147787815615, + "FN": 42668, + "FP": 75322, + "IoU": 0.32789910796677946, + "TN": 37574046, + "TP": 57564, + "n_pred": 132886, + "n_ref": 100232 + }, + "3": { + "Dice": 0.08949624304412983, + "FN": 84429, + "FP": 2454, + "IoU": 0.046844316698298465, + "TN": 37658447, + "TP": 4270, + "n_pred": 6724, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 12844, + "IoU": 0.0, + "TN": 37725062, + "TP": 0, + "n_pred": 12844, + "n_ref": 11694 + }, + "5": { + "Dice": 0.45057562524811434, + "FN": 6644, + "FP": 1660, + "IoU": 0.2908019472200871, + "TN": 37737891, + "TP": 3405, + "n_pred": 5065, + "n_ref": 10049 + }, + "6": { + "Dice": 0.40755652818936344, + "FN": 521649, + "FP": 120491, + "IoU": 0.2559315513573392, + "TN": 36886588, + "TP": 220872, + "n_pred": 341363, + "n_ref": 742521 + }, + "7": { + "Dice": 0.2967943868865358, + "FN": 242690, + "FP": 243493, + "IoU": 0.17425634615188643, + "TN": 37160818, + "TP": 102599, + "n_pred": 346092, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6138154532985504, + "FN": 32439, + "FP": 24999, + "IoU": 0.4428093321045739, + "TN": 37646515, + "TP": 45647, + "n_pred": 70646, + "n_ref": 78086 + }, + "9": { + "Dice": 0.2273428886438809, + "FN": 47554, + "FP": 1502, + "IoU": 0.12824978231123274, + "TN": 37693327, + "TP": 7217, + "n_pred": 8719, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.711250704992318, + "FN": 15166, + "FP": 133306, + "IoU": 0.5518922165447845, + "TN": 75575357, + "TP": 182859, + "n_pred": 316165, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7944668026535825, + "FN": 27646, + "FP": 17092, + "IoU": 0.65901694321014, + "TN": 75775485, + "TP": 86465, + "n_pred": 103557, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6377872091321528, + "FN": 2163, + "FP": 312, + "IoU": 0.46819939836699614, + "TN": 75902034, + "TP": 2179, + "n_pred": 2491, + "n_ref": 4342 + }, + "12": { + "Dice": 0.3854309165526676, + "FN": 3457, + "FP": 137, + "IoU": 0.23872061004024572, + "TN": 75901967, + "TP": 1127, + "n_pred": 1264, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6331052222869346, + "FN": 15412, + "FP": 14826, + "IoU": 0.4631704156088554, + "TN": 75850361, + "TP": 26089, + "n_pred": 40915, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7827705181899638, + "FN": 27146, + "FP": 26433, + "IoU": 0.6430755497525198, + "TN": 75756575, + "TP": 96534, + "n_pred": 122967, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3346117602348479, + "FN": 144126, + "FP": 27457, + "IoU": 0.20092117396123432, + "TN": 75691962, + "TP": 43143, + "n_pred": 70600, + "n_ref": 187269 + }, + "2": { + "Dice": 0.47343304543220277, + "FN": 108436, + "FP": 79035, + "IoU": 0.31012923738169185, + "TN": 75634940, + "TP": 84277, + "n_pred": 163312, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6435195632784207, + "FN": 71584, + "FP": 127454, + "IoU": 0.4744038659589638, + "TN": 75527998, + "TP": 179652, + "n_pred": 307106, + "n_ref": 251236 + }, + "4": { + "Dice": 0.24113283153733686, + "FN": 25724, + "FP": 2304, + "IoU": 0.13709553277300576, + "TN": 75874207, + "TP": 4453, + "n_pred": 6757, + "n_ref": 30177 + }, + "5": { + "Dice": 0.683505627132454, + "FN": 2918, + "FP": 3297, + "IoU": 0.519186136469132, + "TN": 75893762, + "TP": 6711, + "n_pred": 10008, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7430777704104004, + "FN": 251194, + "FP": 755472, + "IoU": 0.5911883431746006, + "TN": 73444268, + "TP": 1455754, + "n_pred": 2211226, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6203680405280727, + "FN": 88824, + "FP": 137486, + "IoU": 0.4496619814211371, + "TN": 75495468, + "TP": 184910, + "n_pred": 322396, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7520024099801531, + "FN": 6873, + "FP": 49107, + "IoU": 0.602567197239695, + "TN": 75765834, + "TP": 84874, + "n_pred": 133981, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6866075130607845, + "FN": 36347, + "FP": 1445, + "IoU": 0.5227740526069882, + "TN": 75827497, + "TP": 41399, + "n_pred": 42844, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6611628822680142, + "FN": 19487, + "FP": 57961, + "IoU": 0.4938336960570947, + "TN": 61234741, + "TP": 75561, + "n_pred": 133522, + "n_ref": 95048 + }, + "10": { + "Dice": 0.3689704313310005, + "FN": 53327, + "FP": 31248, + "IoU": 0.2262193392558165, + "TN": 61278449, + "TP": 24726, + "n_pred": 55974, + "n_ref": 78053 + }, + "11": { + "Dice": 0.6928716268912806, + "FN": 1121, + "FP": 848, + "IoU": 0.5300715990453461, + "TN": 61383560, + "TP": 2221, + "n_pred": 3069, + "n_ref": 3342 + }, + "12": { + "Dice": 0.27438579421065434, + "FN": 2805, + "FP": 178, + "IoU": 0.1590076120665351, + "TN": 61384203, + "TP": 564, + "n_pred": 742, + "n_ref": 3369 + }, + "13": { + "Dice": 0.30066494852700376, + "FN": 28897, + "FP": 20218, + "IoU": 0.176930940291254, + "TN": 61328077, + "TP": 10558, + "n_pred": 30776, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6762242678194831, + "FN": 5377, + "FP": 53116, + "IoU": 0.510829932427912, + "TN": 61268174, + "TP": 61083, + "n_pred": 114199, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7314635550206687, + "FN": 14773, + "FP": 5755, + "IoU": 0.5766200552736872, + "TN": 61339264, + "TP": 27958, + "n_pred": 33713, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6445018432731696, + "FN": 10524, + "FP": 124769, + "IoU": 0.4754723125772972, + "TN": 61129817, + "TP": 122640, + "n_pred": 247409, + "n_ref": 133164 + }, + "3": { + "Dice": 0.26864174671141455, + "FN": 112728, + "FP": 1026, + "IoU": 0.15516242591684862, + "TN": 61253104, + "TP": 20892, + "n_pred": 21918, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6324441411234089, + "FN": 8319, + "FP": 4068, + "IoU": 0.4624631140427009, + "TN": 61364706, + "TP": 10657, + "n_pred": 14725, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 1495, + "IoU": 0.0, + "TN": 61358560, + "TP": 0, + "n_pred": 1495, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7146327398024709, + "FN": 151401, + "FP": 522082, + "IoU": 0.5559755269421204, + "TN": 59870980, + "TP": 843287, + "n_pred": 1365369, + "n_ref": 994688 + }, + "7": { + "Dice": 0.29755669082459113, + "FN": 129491, + "FP": 109620, + "IoU": 0.17478214353505547, + "TN": 61097995, + "TP": 50644, + "n_pred": 160264, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6479424559920868, + "FN": 77639, + "FP": 105658, + "IoU": 0.47922698176838435, + "TN": 61035779, + "TP": 168674, + "n_pred": 274332, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4140256237356709, + "FN": 58534, + "FP": 1427, + "IoU": 0.26105442176870747, + "TN": 61306606, + "TP": 21183, + "n_pred": 22610, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9218339240975199, + "FN": 6327, + "FP": 24061, + "IoU": 0.85500178933556, + "TN": 39539225, + "TP": 179187, + "n_pred": 203248, + "n_ref": 185514 + }, + "10": { + "Dice": 0.38613611692854244, + "FN": 34224, + "FP": 21761, + "IoU": 0.23926188632070985, + "TN": 39675207, + "TP": 17608, + "n_pred": 39369, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7537058152793614, + "FN": 1048, + "FP": 248, + "IoU": 0.6047575480329369, + "TN": 39745521, + "TP": 1983, + "n_pred": 2231, + "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": 0.4522551582225683, + "FN": 23481, + "FP": 25764, + "IoU": 0.29220265900107795, + "TN": 39679225, + "TP": 20330, + "n_pred": 46094, + "n_ref": 43811 + }, + "14": { + "Dice": 0.12708276474992827, + "FN": 24253, + "FP": 100486, + "IoU": 0.06785284600841435, + "TN": 39614981, + "TP": 9080, + "n_pred": 109566, + "n_ref": 33333 + }, + "15": { + "Dice": 0.056306557926488664, + "FN": 49952, + "FP": 9177, + "IoU": 0.028968846993907345, + "TN": 39687907, + "TP": 1764, + "n_pred": 10941, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5507235555024567, + "FN": 44093, + "FP": 76243, + "IoU": 0.3799989695502087, + "TN": 39554710, + "TP": 73754, + "n_pred": 149997, + "n_ref": 117847 + }, + "3": { + "Dice": 0.4922342938119981, + "FN": 82172, + "FP": 25322, + "IoU": 0.3264660363290037, + "TN": 39589203, + "TP": 52103, + "n_pred": 77425, + "n_ref": 134275 + }, + "4": { + "Dice": 0.3608396421197522, + "FN": 18530, + "FP": 44, + "IoU": 0.22013687702061552, + "TN": 39724983, + "TP": 5243, + "n_pred": 5287, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7261979399910434, + "FN": 2470, + "FP": 587, + "IoU": 0.5701026578540289, + "TN": 39741689, + "TP": 4054, + "n_pred": 4641, + "n_ref": 6524 + }, + "6": { + "Dice": 0.961071568411555, + "FN": 52934, + "FP": 17953, + "IoU": 0.9250604172437051, + "TN": 38802878, + "TP": 875035, + "n_pred": 892988, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4817648750481334, + "FN": 484984, + "FP": 46619, + "IoU": 0.3173190154347187, + "TN": 38970101, + "TP": 247096, + "n_pred": 293715, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7145726159027359, + "FN": 3279, + "FP": 33673, + "IoU": 0.5559027485668273, + "TN": 39665593, + "TP": 46255, + "n_pred": 79928, + "n_ref": 49534 + }, + "9": { + "Dice": 0.5847138376180193, + "FN": 23081, + "FP": 3266, + "IoU": 0.413141775253369, + "TN": 39703905, + "TP": 18548, + "n_pred": 21814, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22647848694360323, + "FN": 7775, + "FP": 601408, + "IoU": 0.1276998814371875, + "TN": 100698244, + "TP": 89181, + "n_pred": 690589, + "n_ref": 96956 + }, + "10": { + "Dice": 0.2551963234701282, + "FN": 66565, + "FP": 25813, + "IoU": 0.14626076669993715, + "TN": 101288404, + "TP": 15826, + "n_pred": 41639, + "n_ref": 82391 + }, + "11": { + "Dice": 0.46936008676789587, + "FN": 3798, + "FP": 116, + "IoU": 0.3066430469441984, + "TN": 101390963, + "TP": 1731, + "n_pred": 1847, + "n_ref": 5529 + }, + "12": { + "Dice": 0.28249141736145167, + "FN": 4361, + "FP": 28, + "IoU": 0.1644774414620217, + "TN": 101391355, + "TP": 864, + "n_pred": 892, + "n_ref": 5225 + }, + "13": { + "Dice": 0.28679693464920963, + "FN": 39803, + "FP": 10639, + "IoU": 0.16740393503235176, + "TN": 101336024, + "TP": 10142, + "n_pred": 20781, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7572097884032785, + "FN": 46590, + "FP": 36116, + "IoU": 0.6092820665447829, + "TN": 101184931, + "TP": 128971, + "n_pred": 165087, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7873172672125169, + "FN": 3123, + "FP": 9709, + "IoU": 0.6492359839269606, + "TN": 101360025, + "TP": 23751, + "n_pred": 33460, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5280704653202334, + "FN": 98645, + "FP": 49875, + "IoU": 0.35876069667636673, + "TN": 101164994, + "TP": 83094, + "n_pred": 132969, + "n_ref": 181739 + }, + "3": { + "Dice": 0.460238702819491, + "FN": 100715, + "FP": 55174, + "IoU": 0.2989026309871824, + "TN": 101174258, + "TP": 66461, + "n_pred": 121635, + "n_ref": 167176 + }, + "4": { + "Dice": 0.4599536089507436, + "FN": 6775, + "FP": 1141, + "IoU": 0.2986621777265881, + "TN": 101385321, + "TP": 3371, + "n_pred": 4512, + "n_ref": 10146 + }, + "5": { + "Dice": 0.3169360505973296, + "FN": 30398, + "FP": 4594, + "IoU": 0.1883089770354906, + "TN": 101353498, + "TP": 8118, + "n_pred": 12712, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5752059895088577, + "FN": 286852, + "FP": 1993181, + "IoU": 0.4037116841265902, + "TN": 97572899, + "TP": 1543676, + "n_pred": 3536857, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.279504153242169, + "FN": 346680, + "FP": 242798, + "IoU": 0.16245558149348482, + "TN": 100692791, + "TP": 114339, + "n_pred": 357137, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7449148262515165, + "FN": 55855, + "FP": 81026, + "IoU": 0.5935173499235327, + "TN": 101059863, + "TP": 199864, + "n_pred": 280890, + "n_ref": 255719 + }, + "9": { + "Dice": 0.35544567117097914, + "FN": 65773, + "FP": 9830, + "IoU": 0.21613495215087766, + "TN": 101300159, + "TP": 20846, + "n_pred": 30676, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5720029875484709, + "FN": 105181, + "FP": 62147, + "IoU": 0.4005631542369117, + "TN": 73604362, + "TP": 111814, + "n_pred": 173961, + "n_ref": 216995 + }, + "10": { + "Dice": 0.030807097535633945, + "FN": 72787, + "FP": 119371, + "IoU": 0.01564453004938221, + "TN": 73688292, + "TP": 3054, + "n_pred": 122425, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5061738490473465, + "FN": 3164, + "FP": 2875, + "IoU": 0.3388438800087585, + "TN": 73874370, + "TP": 3095, + "n_pred": 5970, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 1729, + "IoU": 0.0, + "TN": 73876234, + "TP": 0, + "n_pred": 1729, + "n_ref": 5541 + }, + "13": { + "Dice": 0.05822433849677536, + "FN": 56892, + "FP": 83733, + "IoU": 0.029985100571144774, + "TN": 73738532, + "TP": 4347, + "n_pred": 88080, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6252610558087776, + "FN": 19109, + "FP": 79221, + "IoU": 0.45482166519740747, + "TN": 73703141, + "TP": 82033, + "n_pred": 161254, + "n_ref": 101142 + }, + "15": { + "Dice": 0.32631740989273195, + "FN": 175540, + "FP": 17016, + "IoU": 0.19496971039880262, + "TN": 73644313, + "TP": 46635, + "n_pred": 63651, + "n_ref": 222175 + }, + "2": { + "Dice": 0.10714649603651702, + "FN": 162131, + "FP": 319834, + "IoU": 0.05660580484023771, + "TN": 73372620, + "TP": 28919, + "n_pred": 348753, + "n_ref": 191050 + }, + "3": { + "Dice": 0.33454974439638224, + "FN": 144993, + "FP": 24231, + "IoU": 0.20087645564359988, + "TN": 73671742, + "TP": 42538, + "n_pred": 66769, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 13493, + "IoU": 0.0, + "TN": 73822123, + "TP": 0, + "n_pred": 13493, + "n_ref": 47888 + }, + "5": { + "Dice": 0.006575486586007364, + "FN": 15078, + "FP": 30, + "IoU": 0.0032985882042485815, + "TN": 73868346, + "TP": 50, + "n_pred": 80, + "n_ref": 15128 + }, + "6": { + "Dice": 0.4749198779562459, + "FN": 391954, + "FP": 2503384, + "IoU": 0.31140650979032336, + "TN": 69678791, + "TP": 1309375, + "n_pred": 3812759, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.184882508950209, + "FN": 129762, + "FP": 247961, + "IoU": 0.10185704774586266, + "TN": 73462944, + "TP": 42837, + "n_pred": 290798, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5738105291989546, + "FN": 29168, + "FP": 45520, + "IoU": 0.4023382172893644, + "TN": 73758537, + "TP": 50279, + "n_pred": 95799, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4139837928663089, + "FN": 60985, + "FP": 21672, + "IoU": 0.261021161703307, + "TN": 73771651, + "TP": 29196, + "n_pred": 50868, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7926497765813236, + "FN": 21570, + "FP": 65159, + "IoU": 0.6565201721973378, + "TN": 69243275, + "TP": 165772, + "n_pred": 230931, + "n_ref": 187342 + }, + "10": { + "Dice": 0.2987737645761636, + "FN": 45118, + "FP": 59817, + "IoU": 0.17562259407651817, + "TN": 69368486, + "TP": 22355, + "n_pred": 82172, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7979242019185406, + "FN": 924, + "FP": 361, + "IoU": 0.663788592360021, + "TN": 69491954, + "TP": 2537, + "n_pred": 2898, + "n_ref": 3461 + }, + "12": { + "Dice": 0.025748502994011976, + "FN": 3109, + "FP": 145, + "IoU": 0.013042159538974826, + "TN": 69492479, + "TP": 43, + "n_pred": 188, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5789061626216306, + "FN": 38998, + "FP": 17477, + "IoU": 0.4073665984574217, + "TN": 69400481, + "TP": 38820, + "n_pred": 56297, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7747963788614289, + "FN": 51199, + "FP": 6838, + "IoU": 0.6323817245507465, + "TN": 69337903, + "TP": 99836, + "n_pred": 106674, + "n_ref": 151035 + }, + "15": { + "Dice": 0.639451757629542, + "FN": 48601, + "FP": 2590, + "IoU": 0.469995651543702, + "TN": 69399190, + "TP": 45395, + "n_pred": 47985, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5285095806942997, + "FN": 84229, + "FP": 33389, + "IoU": 0.3591661717673083, + "TN": 69312237, + "TP": 65921, + "n_pred": 99310, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6335510888229465, + "FN": 56530, + "FP": 77705, + "IoU": 0.46364784196520614, + "TN": 69245502, + "TP": 116039, + "n_pred": 193744, + "n_ref": 172569 + }, + "4": { + "Dice": 0.021317580583022987, + "FN": 36704, + "FP": 1401, + "IoU": 0.010773624091381101, + "TN": 69457256, + "TP": 415, + "n_pred": 1816, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5922420770811282, + "FN": 9581, + "FP": 3517, + "IoU": 0.42069880583812475, + "TN": 69473166, + "TP": 9512, + "n_pred": 13029, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6673736034632342, + "FN": 243511, + "FP": 958819, + "IoU": 0.5007957257920201, + "TN": 67087283, + "TP": 1206163, + "n_pred": 2164982, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6212076062935432, + "FN": 82632, + "FP": 198299, + "IoU": 0.4505447006591171, + "TN": 68984486, + "TP": 230359, + "n_pred": 428658, + "n_ref": 312991 + }, + "8": { + "Dice": 0.517696133483074, + "FN": 24149, + "FP": 96099, + "IoU": 0.34925101740410425, + "TN": 69310992, + "TP": 64536, + "n_pred": 160635, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5001930771569183, + "FN": 49929, + "FP": 10904, + "IoU": 0.33350497956679415, + "TN": 69404503, + "TP": 30440, + "n_pred": 41344, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7949209868737306, + "FN": 18855, + "FP": 75855, + "IoU": 0.6596422128467007, + "TN": 50555286, + "TP": 183556, + "n_pred": 259411, + "n_ref": 202411 + }, + "10": { + "Dice": 0.3818207936301637, + "FN": 47931, + "FP": 42440, + "IoU": 0.23595705106526885, + "TN": 50715272, + "TP": 27909, + "n_pred": 70349, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7485222998387964, + "FN": 2550, + "FP": 258, + "IoU": 0.5981107771575783, + "TN": 50826565, + "TP": 4179, + "n_pred": 4437, + "n_ref": 6729 + }, + "12": { + "Dice": 0.01357733175914994, + "FN": 6253, + "FP": 431, + "IoU": 0.006835066864784547, + "TN": 50826822, + "TP": 46, + "n_pred": 477, + "n_ref": 6299 + }, + "13": { + "Dice": 0.3279587254143605, + "FN": 26428, + "FP": 63059, + "IoU": 0.1961427211153231, + "TN": 50722230, + "TP": 21835, + "n_pred": 84894, + "n_ref": 48263 + }, + "14": { + "Dice": 0.13608317132955794, + "FN": 41077, + "FP": 81575, + "IoU": 0.07300925086159986, + "TN": 50701240, + "TP": 9660, + "n_pred": 91235, + "n_ref": 50737 + }, + "15": { + "Dice": 0.01886545753404188, + "FN": 34251, + "FP": 18276, + "IoU": 0.009522552421179666, + "TN": 50780520, + "TP": 505, + "n_pred": 18781, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6241318011854186, + "FN": 79706, + "FP": 79720, + "IoU": 0.45362760889680936, + "TN": 50541762, + "TP": 132364, + "n_pred": 212084, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5724638894003046, + "FN": 100526, + "FP": 52738, + "IoU": 0.40101534745752776, + "TN": 50577679, + "TP": 102609, + "n_pred": 155347, + "n_ref": 203135 + }, + "4": { + "Dice": 0.00010921203516627533, + "FN": 17964, + "FP": 347, + "IoU": 5.4608999563128004e-05, + "TN": 50815240, + "TP": 1, + "n_pred": 348, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7238912732474965, + "FN": 5507, + "FP": 90, + "IoU": 0.5672645739910314, + "TN": 50820618, + "TP": 7337, + "n_pred": 7427, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8329544453952324, + "FN": 299683, + "FP": 461062, + "IoU": 0.7137291617355258, + "TN": 48176121, + "TP": 1896686, + "n_pred": 2357748, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.4528818626538338, + "FN": 60520, + "FP": 345016, + "IoU": 0.2927261026301975, + "TN": 50260173, + "TP": 167843, + "n_pred": 512859, + "n_ref": 228363 + }, + "8": { + "Dice": 0.6040766387254647, + "FN": 10104, + "FP": 111568, + "IoU": 0.43274341234171904, + "TN": 50619060, + "TP": 92820, + "n_pred": 204388, + "n_ref": 102924 + }, + "9": { + "Dice": 0.24879240860891189, + "FN": 97709, + "FP": 7421, + "IoU": 0.14206905556598307, + "TN": 50711013, + "TP": 17409, + "n_pred": 24830, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7966642232633245, + "FN": 24476, + "FP": 71225, + "IoU": 0.6620464866620994, + "TN": 76601682, + "TP": 187477, + "n_pred": 258702, + "n_ref": 211953 + }, + "10": { + "Dice": 0.46285861639498965, + "FN": 22778, + "FP": 75123, + "IoU": 0.3011164889136363, + "TN": 76744778, + "TP": 42181, + "n_pred": 117304, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7251908396946565, + "FN": 1069, + "FP": 299, + "IoU": 0.5688622754491018, + "TN": 76881687, + "TP": 1805, + "n_pred": 2104, + "n_ref": 2874 + }, + "12": { + "Dice": 0.4926239018730317, + "FN": 1123, + "FP": 1938, + "IoU": 0.3268088849791071, + "TN": 76880313, + "TP": 1486, + "n_pred": 3424, + "n_ref": 2609 + }, + "13": { + "Dice": 0.29162418062636564, + "FN": 30771, + "FP": 27585, + "IoU": 0.17070259208731242, + "TN": 76814492, + "TP": 12012, + "n_pred": 39597, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8552057547252235, + "FN": 8096, + "FP": 16763, + "IoU": 0.7470388309996744, + "TN": 76786588, + "TP": 73413, + "n_pred": 90176, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6862853120313409, + "FN": 17592, + "FP": 2908, + "IoU": 0.5224005777788132, + "TN": 76841937, + "TP": 22423, + "n_pred": 25331, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5860973843127338, + "FN": 35522, + "FP": 61051, + "IoU": 0.41452457744258797, + "TN": 76719912, + "TP": 68375, + "n_pred": 129426, + "n_ref": 103897 + }, + "3": { + "Dice": 0.42843148825681576, + "FN": 61109, + "FP": 35749, + "IoU": 0.27261394273011963, + "TN": 76751701, + "TP": 36301, + "n_pred": 72050, + "n_ref": 97410 + }, + "4": { + "Dice": 0.449297880449122, + "FN": 17219, + "FP": 1566, + "IoU": 0.28973835450695706, + "TN": 76858412, + "TP": 7663, + "n_pred": 9229, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6360520338633079, + "FN": 8054, + "FP": 759, + "IoU": 0.46633159743248154, + "TN": 76868346, + "TP": 7701, + "n_pred": 8460, + "n_ref": 15755 + }, + "6": { + "Dice": 0.5121609980326449, + "FN": 111723, + "FP": 1830106, + "IoU": 0.34423146412711275, + "TN": 73923710, + "TP": 1019321, + "n_pred": 2849427, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3596735858025669, + "FN": 70360, + "FP": 252928, + "IoU": 0.2192695201939703, + "TN": 76470776, + "TP": 90796, + "n_pred": 343724, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6731075181293473, + "FN": 4535, + "FP": 66147, + "IoU": 0.5072811304050804, + "TN": 76741407, + "TP": 72771, + "n_pred": 138918, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5333618003827236, + "FN": 58042, + "FP": 970, + "IoU": 0.3636628314480736, + "TN": 76792123, + "TP": 33725, + "n_pred": 34695, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3824770904810092, + "FN": 77138, + "FP": 76033, + "IoU": 0.23645853065212408, + "TN": 130799326, + "TP": 47435, + "n_pred": 123468, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4449954736883536, + "FN": 17992, + "FP": 80715, + "IoU": 0.28616988964260404, + "TN": 130861654, + "TP": 39571, + "n_pred": 120286, + "n_ref": 57563 + }, + "11": { + "Dice": 0.703678627849244, + "FN": 2450, + "FP": 176, + "IoU": 0.5428272980501393, + "TN": 130994188, + "TP": 3118, + "n_pred": 3294, + "n_ref": 5568 + }, + "12": { + "Dice": 0.11505879377923885, + "FN": 6847, + "FP": 152, + "IoU": 0.0610410517842769, + "TN": 130992478, + "TP": 455, + "n_pred": 607, + "n_ref": 7302 + }, + "13": { + "Dice": 0.268616392041335, + "FN": 60819, + "FP": 35012, + "IoU": 0.15514550952578265, + "TN": 130886503, + "TP": 17598, + "n_pred": 52610, + "n_ref": 78417 + }, + "14": { + "Dice": 0.379493242661546, + "FN": 714703, + "FP": 42090, + "IoU": 0.23418183290073516, + "TN": 130011717, + "TP": 231422, + "n_pred": 273512, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 29713, + "IoU": 0.0, + "TN": 130944909, + "TP": 0, + "n_pred": 29713, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5152145077309893, + "FN": 127771, + "FP": 43638, + "IoU": 0.3469959198911971, + "TN": 130737439, + "TP": 91084, + "n_pred": 134722, + "n_ref": 218855 + }, + "3": { + "Dice": 0.4782235393218516, + "FN": 165239, + "FP": 91822, + "IoU": 0.3142534739358112, + "TN": 130625069, + "TP": 117802, + "n_pred": 209624, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 40725, + "IoU": 0.0, + "TN": 130956927, + "TP": 0, + "n_pred": 40725, + "n_ref": 2280 + }, + "5": { + "Dice": 0.18930131004366813, + "FN": 21118, + "FP": 1160, + "IoU": 0.10454600265283974, + "TN": 130975053, + "TP": 2601, + "n_pred": 3761, + "n_ref": 23719 + }, + "6": { + "Dice": 0.570775386756711, + "FN": 126304, + "FP": 1899146, + "IoU": 0.3993601715698631, + "TN": 127627778, + "TP": 1346704, + "n_pred": 3245850, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.24479287537711766, + "FN": 136559, + "FP": 279977, + "IoU": 0.1394666600556974, + "TN": 130515888, + "TP": 67508, + "n_pred": 347485, + "n_ref": 204067 + }, + "8": { + "Dice": 0.848424085666383, + "FN": 25321, + "FP": 10661, + "IoU": 0.736750460917152, + "TN": 130863248, + "TP": 100702, + "n_pred": 111363, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6904312006348966, + "FN": 20680, + "FP": 12086, + "IoU": 0.5272202582786235, + "TN": 130930627, + "TP": 36539, + "n_pred": 48625, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6723668611620714, + "FN": 6657, + "FP": 42812, + "IoU": 0.5064402518233246, + "TN": 74326469, + "TP": 50760, + "n_pred": 93572, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5948626286505031, + "FN": 37507, + "FP": 18705, + "IoU": 0.4233483791546984, + "TN": 74329218, + "TP": 41268, + "n_pred": 59973, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6948378254910919, + "FN": 867, + "FP": 469, + "IoU": 0.5323766188309416, + "TN": 74423841, + "TP": 1521, + "n_pred": 1990, + "n_ref": 2388 + }, + "12": { + "Dice": 0.3457671099578333, + "FN": 1924, + "FP": 93, + "IoU": 0.20901960784313725, + "TN": 74424148, + "TP": 533, + "n_pred": 626, + "n_ref": 2457 + }, + "13": { + "Dice": 0.3126073273475338, + "FN": 81027, + "FP": 17044, + "IoU": 0.18526056940625232, + "TN": 74306327, + "TP": 22300, + "n_pred": 39344, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8530977785342925, + "FN": 28057, + "FP": 21136, + "IoU": 0.7438278194666487, + "TN": 74234667, + "TP": 142838, + "n_pred": 163974, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7195811170212766, + "FN": 9231, + "FP": 891, + "IoU": 0.5619888355186291, + "TN": 74403589, + "TP": 12987, + "n_pred": 13878, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5425721613809388, + "FN": 18799, + "FP": 149738, + "IoU": 0.3722806351050873, + "TN": 74158207, + "TP": 99954, + "n_pred": 249692, + "n_ref": 118753 + }, + "3": { + "Dice": 0.003862190623830652, + "FN": 130904, + "FP": 18174, + "IoU": 0.0019348316562560672, + "TN": 74277331, + "TP": 289, + "n_pred": 18463, + "n_ref": 131193 + }, + "4": { + "Dice": 0.08302841153680586, + "FN": 28917, + "FP": 5165, + "IoU": 0.043312280701754385, + "TN": 74391073, + "TP": 1543, + "n_pred": 6708, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4483056766002292, + "FN": 29977, + "FP": 2080779, + "IoU": 0.2889136538296982, + "TN": 71458344, + "TP": 857598, + "n_pred": 2938377, + "n_ref": 887575 + }, + "7": { + "Dice": 0.35714994563910984, + "FN": 69538, + "FP": 221963, + "IoU": 0.2173965570936114, + "TN": 74054222, + "TP": 80975, + "n_pred": 302938, + "n_ref": 150513 + }, + "8": { + "Dice": 0.3847603706997321, + "FN": 8835, + "FP": 101168, + "IoU": 0.23820637119113575, + "TN": 74282298, + "TP": 34397, + "n_pred": 135565, + "n_ref": 43232 + }, + "9": { + "Dice": 0.747096624981415, + "FN": 11160, + "FP": 4149, + "IoU": 0.5962922918699401, + "TN": 74388777, + "TP": 22612, + "n_pred": 26761, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8216120008625848, + "FN": 5146, + "FP": 53587, + "IoU": 0.6972338495164649, + "TN": 106452700, + "TP": 135255, + "n_pred": 188842, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6221312772740634, + "FN": 44313, + "FP": 22535, + "IoU": 0.45151709086135317, + "TN": 106524810, + "TP": 55030, + "n_pred": 77565, + "n_ref": 99343 + }, + "11": { + "Dice": 0.45065584009993753, + "FN": 3208, + "FP": 310, + "IoU": 0.2908687764563596, + "TN": 106641727, + "TP": 1443, + "n_pred": 1753, + "n_ref": 4651 + }, + "12": { + "Dice": 0.40455594002306805, + "FN": 4067, + "FP": 63, + "IoU": 0.2535694921380806, + "TN": 106641155, + "TP": 1403, + "n_pred": 1466, + "n_ref": 5470 + }, + "13": { + "Dice": 0.27038660568751877, + "FN": 32400, + "FP": 13705, + "IoU": 0.15632777045820523, + "TN": 106592040, + "TP": 8543, + "n_pred": 22248, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7735014432628988, + "FN": 8354, + "FP": 27898, + "IoU": 0.6306582580257354, + "TN": 106548535, + "TP": 61901, + "n_pred": 89799, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4997353834155037, + "FN": 8620, + "FP": 27300, + "IoU": 0.3330981600787212, + "TN": 106592827, + "TP": 17941, + "n_pred": 45241, + "n_ref": 26561 + }, + "2": { + "Dice": 0.020049896092150257, + "FN": 184700, + "FP": 8163, + "IoU": 0.010126465334948367, + "TN": 106451852, + "TP": 1973, + "n_pred": 10136, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5753311489541719, + "FN": 6333, + "FP": 206483, + "IoU": 0.40383500245115206, + "TN": 106289713, + "TP": 144159, + "n_pred": 350642, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7911418975650714, + "FN": 2545, + "FP": 1435, + "IoU": 0.6544538982462234, + "TN": 106635170, + "TP": 7538, + "n_pred": 8973, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6715780167968174, + "FN": 2163, + "FP": 66, + "IoU": 0.5055456965394853, + "TN": 106642180, + "TP": 2279, + "n_pred": 2345, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7396572619830178, + "FN": 77625, + "FP": 763583, + "IoU": 0.5868699359880404, + "TN": 104610506, + "TP": 1194974, + "n_pred": 1958557, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.49694945957754877, + "FN": 181022, + "FP": 134442, + "IoU": 0.33062724520086656, + "TN": 106175405, + "TP": 155819, + "n_pred": 290261, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6641771502194476, + "FN": 7624, + "FP": 56496, + "IoU": 0.4972045135539925, + "TN": 106519161, + "TP": 63407, + "n_pred": 119903, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3918811189437572, + "FN": 63209, + "FP": 4682, + "IoU": 0.243689147338636, + "TN": 106556922, + "TP": 21875, + "n_pred": 26557, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.836154884648929, + "FN": 14770, + "FP": 40086, + "IoU": 0.7184417184211876, + "TN": 107932098, + "TP": 139974, + "n_pred": 180060, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6770414212231257, + "FN": 8617, + "FP": 60573, + "IoU": 0.5117631285546946, + "TN": 107985214, + "TP": 72524, + "n_pred": 133097, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6809361872374475, + "FN": 1335, + "FP": 260, + "IoU": 0.516226872914771, + "TN": 108123631, + "TP": 1702, + "n_pred": 1962, + "n_ref": 3037 + }, + "12": { + "Dice": 0.515877598152425, + "FN": 2187, + "FP": 1167, + "IoU": 0.347597743629644, + "TN": 108121787, + "TP": 1787, + "n_pred": 2954, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5252740842867181, + "FN": 37799, + "FP": 33821, + "IoU": 0.35618420934350925, + "TN": 108015685, + "TP": 39623, + "n_pred": 73444, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6879522936919589, + "FN": 6668, + "FP": 23473, + "IoU": 0.5243348167787142, + "TN": 108063562, + "TP": 33225, + "n_pred": 56698, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6196953750223405, + "FN": 11628, + "FP": 7523, + "IoU": 0.44895551591183747, + "TN": 108092174, + "TP": 15603, + "n_pred": 23126, + "n_ref": 27231 + }, + "2": { + "Dice": 0.619193557554004, + "FN": 48768, + "FP": 125438, + "IoU": 0.4484289314707633, + "TN": 107811092, + "TP": 141630, + "n_pred": 267068, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6725281760881324, + "FN": 78386, + "FP": 40278, + "IoU": 0.5066233150668984, + "TN": 107886414, + "TP": 121850, + "n_pred": 162128, + "n_ref": 200236 + }, + "4": { + "Dice": 0.11360973159979912, + "FN": 31273, + "FP": 497, + "IoU": 0.060225995385434536, + "TN": 108093122, + "TP": 2036, + "n_pred": 2533, + "n_ref": 33309 + }, + "5": { + "Dice": 0.685996705107084, + "FN": 1795, + "FP": 111, + "IoU": 0.5220661985957874, + "TN": 108122940, + "TP": 2082, + "n_pred": 2193, + "n_ref": 3877 + }, + "6": { + "Dice": 0.5775082614816848, + "FN": 51691, + "FP": 2037248, + "IoU": 0.40598356098941174, + "TN": 104610293, + "TP": 1427696, + "n_pred": 3464944, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.49076323573528063, + "FN": 98517, + "FP": 229102, + "IoU": 0.32517312548662575, + "TN": 107641442, + "TP": 157867, + "n_pred": 386969, + "n_ref": 256384 + }, + "8": { + "Dice": 0.590844883905712, + "FN": 3016, + "FP": 52598, + "IoU": 0.41929016696425775, + "TN": 108031159, + "TP": 40155, + "n_pred": 92753, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6867422038765918, + "FN": 24554, + "FP": 9369, + "IoU": 0.522930231904032, + "TN": 108055821, + "TP": 37184, + "n_pred": 46553, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6592004595816491, + "FN": 14335, + "FP": 99566, + "IoU": 0.49164728933004254, + "TN": 62346101, + "TP": 110158, + "n_pred": 209724, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5744211071699016, + "FN": 23114, + "FP": 30277, + "IoU": 0.4029388412377129, + "TN": 62480737, + "TP": 36032, + "n_pred": 66309, + "n_ref": 59146 + }, + "11": { + "Dice": 0.677762619372442, + "FN": 810, + "FP": 371, + "IoU": 0.5125877011968634, + "TN": 62567737, + "TP": 1242, + "n_pred": 1613, + "n_ref": 2052 + }, + "12": { + "Dice": 0.576181363167967, + "FN": 2310, + "FP": 569, + "IoU": 0.4046732837055418, + "TN": 62565324, + "TP": 1957, + "n_pred": 2526, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5303277204417889, + "FN": 15348, + "FP": 31344, + "IoU": 0.36084760379450537, + "TN": 62497107, + "TP": 26361, + "n_pred": 57705, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8028555090170861, + "FN": 116462, + "FP": 409, + "IoU": 0.6706421113443898, + "TN": 62215315, + "TP": 237974, + "n_pred": 238383, + "n_ref": 354436 + }, + "15": { + "Dice": 0.3138257378454832, + "FN": 71758, + "FP": 13869, + "IoU": 0.18611702532126834, + "TN": 62464952, + "TP": 19581, + "n_pred": 33450, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7049756528806599, + "FN": 68130, + "FP": 14632, + "IoU": 0.5443725088634912, + "TN": 62388516, + "TP": 98882, + "n_pred": 113514, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6651692291949142, + "FN": 70164, + "FP": 60718, + "IoU": 0.4983172726784879, + "TN": 62309274, + "TP": 130004, + "n_pred": 190722, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7641780686099544, + "FN": 8065, + "FP": 1449, + "IoU": 0.6183561314132136, + "TN": 62545231, + "TP": 15415, + "n_pred": 16864, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 6, + "IoU": 0.0, + "TN": 62561979, + "TP": 0, + "n_pred": 6, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7834693534334759, + "FN": 115862, + "FP": 625752, + "IoU": 0.6440194134399335, + "TN": 60486861, + "TP": 1341685, + "n_pred": 1967437, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.580030869433881, + "FN": 47225, + "FP": 155757, + "IoU": 0.4084813232542823, + "TN": 62227006, + "TP": 140172, + "n_pred": 295929, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6576121695612318, + "FN": 3766, + "FP": 65333, + "IoU": 0.4898823981041954, + "TN": 62434703, + "TP": 66358, + "n_pred": 131691, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6162448499117128, + "FN": 22374, + "FP": 11530, + "IoU": 0.4453424074861761, + "TN": 62509034, + "TP": 27222, + "n_pred": 38752, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6841612756110332, + "FN": 78186, + "FP": 108800, + "IoU": 0.5199431077153742, + "TN": 54991740, + "TP": 202522, + "n_pred": 311322, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7272296113001341, + "FN": 6035, + "FP": 46877, + "IoU": 0.5713753382045591, + "TN": 55257802, + "TP": 70534, + "n_pred": 117411, + "n_ref": 76569 + }, + "11": { + "Dice": 0.4423076923076923, + "FN": 3062, + "FP": 128, + "IoU": 0.2839506172839506, + "TN": 55376793, + "TP": 1265, + "n_pred": 1393, + "n_ref": 4327 + }, + "12": { + "Dice": 0.18702290076335878, + "FN": 4238, + "FP": 22, + "IoU": 0.1031578947368421, + "TN": 55376498, + "TP": 490, + "n_pred": 512, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4138611173942547, + "FN": 32000, + "FP": 32783, + "IoU": 0.2609236315513268, + "TN": 55293594, + "TP": 22871, + "n_pred": 55654, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7036595288287288, + "FN": 19081, + "FP": 45021, + "IoU": 0.5428045675322916, + "TN": 55241041, + "TP": 76105, + "n_pred": 121126, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7933293326174158, + "FN": 25065, + "FP": 7652, + "IoU": 0.6574530682329784, + "TN": 55285737, + "TP": 62794, + "n_pred": 70446, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5661118246647379, + "FN": 64462, + "FP": 136200, + "IoU": 0.3948089079766443, + "TN": 55049680, + "TP": 130906, + "n_pred": 267106, + "n_ref": 195368 + }, + "3": { + "Dice": 0.317260479989279, + "FN": 141276, + "FP": 42129, + "IoU": 0.18853808103779346, + "TN": 55155230, + "TP": 42613, + "n_pred": 84742, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7353641514081616, + "FN": 2931, + "FP": 292, + "IoU": 0.581482924295546, + "TN": 55373547, + "TP": 4478, + "n_pred": 4770, + "n_ref": 7409 + }, + "5": { + "Dice": 0.034158243290345065, + "FN": 5542, + "FP": 0, + "IoU": 0.017375886524822696, + "TN": 55375608, + "TP": 98, + "n_pred": 98, + "n_ref": 5640 + }, + "6": { + "Dice": 0.860835507058938, + "FN": 255802, + "FP": 146091, + "IoU": 0.7556726990642569, + "TN": 53736352, + "TP": 1243003, + "n_pred": 1389094, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6400552955706889, + "FN": 34036, + "FP": 124795, + "IoU": 0.47064802964858954, + "TN": 55081200, + "TP": 141217, + "n_pred": 266012, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8541531473069436, + "FN": 4932, + "FP": 9452, + "IoU": 0.7454339515786493, + "TN": 55324744, + "TP": 42120, + "n_pred": 51572, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7611671850864385, + "FN": 14944, + "FP": 7630, + "IoU": 0.6144228469921088, + "TN": 55322702, + "TP": 35972, + "n_pred": 43602, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7648704400530049, + "FN": 36788, + "FP": 118117, + "IoU": 0.619263326582378, + "TN": 110739759, + "TP": 251951, + "n_pred": 370068, + "n_ref": 288739 + }, + "10": { + "Dice": 0.501572767424324, + "FN": 35713, + "FP": 56825, + "IoU": 0.3347328161956592, + "TN": 111007516, + "TP": 46561, + "n_pred": 103386, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7779204107830552, + "FN": 907, + "FP": 650, + "IoU": 0.6365546218487395, + "TN": 111142331, + "TP": 2727, + "n_pred": 3377, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6373239436619719, + "FN": 1294, + "FP": 766, + "IoU": 0.46770025839793283, + "TN": 111142745, + "TP": 1810, + "n_pred": 2576, + "n_ref": 3104 + }, + "13": { + "Dice": 0.4576025340473409, + "FN": 33412, + "FP": 35767, + "IoU": 0.2966826282774677, + "TN": 111048254, + "TP": 29182, + "n_pred": 64949, + "n_ref": 62594 + }, + "14": { + "Dice": 0.46708801183352383, + "FN": 27222, + "FP": 4482, + "IoU": 0.3047063467695952, + "TN": 111101017, + "TP": 13894, + "n_pred": 18376, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6599326599326599, + "FN": 6156, + "FP": 13640, + "IoU": 0.49246231155778897, + "TN": 111107611, + "TP": 19208, + "n_pred": 32848, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5152751145059734, + "FN": 82931, + "FP": 54330, + "IoU": 0.3470509045414976, + "TN": 110936398, + "TP": 72956, + "n_pred": 127286, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7492413656560426, + "FN": 47778, + "FP": 83942, + "IoU": 0.5990295370209708, + "TN": 110818112, + "TP": 196783, + "n_pred": 280725, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6678499338762441, + "FN": 9243, + "FP": 301, + "IoU": 0.5013323580124354, + "TN": 111127476, + "TP": 9595, + "n_pred": 9896, + "n_ref": 18838 + }, + "5": { + "Dice": 0.6513013077819501, + "FN": 2252, + "FP": 441, + "IoU": 0.4829109062980031, + "TN": 111141407, + "TP": 2515, + "n_pred": 2956, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7503133296715063, + "FN": 94082, + "FP": 910985, + "IoU": 0.6004011625364286, + "TN": 108631425, + "TP": 1510123, + "n_pred": 2421108, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.15532140755361956, + "FN": 323539, + "FP": 276421, + "IoU": 0.08419971272482488, + "TN": 110491494, + "TP": 55161, + "n_pred": 331582, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6683177277161941, + "FN": 4855, + "FP": 70278, + "IoU": 0.5018597465970946, + "TN": 110995788, + "TP": 75694, + "n_pred": 145972, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5799716547409174, + "FN": 30687, + "FP": 5766, + "IoU": 0.4084225900681597, + "TN": 111084995, + "TP": 25167, + "n_pred": 30933, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9106903580123427, + "FN": 9172, + "FP": 28686, + "IoU": 0.8360252428782425, + "TN": 96890148, + "TP": 193019, + "n_pred": 221705, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5785744979849715, + "FN": 24584, + "FP": 47988, + "IoU": 0.4070382142185981, + "TN": 96998636, + "TP": 49817, + "n_pred": 97805, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7248115674511614, + "FN": 1556, + "FP": 233, + "IoU": 0.5683956574185766, + "TN": 97116880, + "TP": 2356, + "n_pred": 2589, + "n_ref": 3912 + }, + "12": { + "Dice": 0.5724821973550356, + "FN": 3032, + "FP": 330, + "IoU": 0.40103331551754856, + "TN": 97115412, + "TP": 2251, + "n_pred": 2581, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6262974086066736, + "FN": 19360, + "FP": 18841, + "IoU": 0.45591921608841796, + "TN": 97050813, + "TP": 32011, + "n_pred": 50852, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8955446790204625, + "FN": 22975, + "FP": 2763, + "IoU": 0.8108473579775116, + "TN": 96984955, + "TP": 110332, + "n_pred": 113095, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5983717774762551, + "FN": 31896, + "FP": 17240, + "IoU": 0.4269119070667957, + "TN": 97035286, + "TP": 36603, + "n_pred": 53843, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5807097432676455, + "FN": 93429, + "FP": 13381, + "IoU": 0.40915502696722444, + "TN": 96940250, + "TP": 73965, + "n_pred": 87346, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7752912517696561, + "FN": 23793, + "FP": 89853, + "IoU": 0.6330413274910639, + "TN": 96811328, + "TP": 196051, + "n_pred": 285904, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5535912873413352, + "FN": 10015, + "FP": 1626, + "IoU": 0.3827350336709264, + "TN": 97102166, + "TP": 7218, + "n_pred": 8844, + "n_ref": 17233 + }, + "5": { + "Dice": 0.3074788902291918, + "FN": 9909, + "FP": 1573, + "IoU": 0.18166916114318296, + "TN": 97106994, + "TP": 2549, + "n_pred": 4122, + "n_ref": 12458 + }, + "6": { + "Dice": 0.7777591815014434, + "FN": 112236, + "FP": 730961, + "IoU": 0.6363387392485141, + "TN": 94802392, + "TP": 1475436, + "n_pred": 2206397, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.695157612744471, + "FN": 95818, + "FP": 106733, + "IoU": 0.5327521695601826, + "TN": 96687527, + "TP": 230947, + "n_pred": 337680, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6188094318021763, + "FN": 14436, + "FP": 91113, + "IoU": 0.44802610591932895, + "TN": 96929804, + "TP": 85672, + "n_pred": 176785, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6358702122742267, + "FN": 50048, + "FP": 1945, + "IoU": 0.46613615360920013, + "TN": 97023635, + "TP": 45397, + "n_pred": 47342, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8754079508920256, + "FN": 34989, + "FP": 11166, + "IoU": 0.7784226747702855, + "TN": 78848103, + "TP": 162147, + "n_pred": 173313, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7142108078619966, + "FN": 25588, + "FP": 28371, + "IoU": 0.5554649333102658, + "TN": 78935022, + "TP": 67424, + "n_pred": 95795, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5131850493006191, + "FN": 1890, + "FP": 233, + "IoU": 0.3451573103022825, + "TN": 79053163, + "TP": 1119, + "n_pred": 1352, + "n_ref": 3009 + }, + "12": { + "Dice": 0.16074766355140188, + "FN": 2660, + "FP": 932, + "IoU": 0.08739837398373984, + "TN": 79052469, + "TP": 344, + "n_pred": 1276, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5579240037071362, + "FN": 31161, + "FP": 23217, + "IoU": 0.38688946015424164, + "TN": 78967713, + "TP": 34314, + "n_pred": 57531, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5101772717663757, + "FN": 4091, + "FP": 60787, + "IoU": 0.34244159529721785, + "TN": 78957740, + "TP": 33787, + "n_pred": 94574, + "n_ref": 37878 + }, + "15": { + "Dice": 0.38445696204258106, + "FN": 24438, + "FP": 20693, + "IoU": 0.23797382861967076, + "TN": 78997180, + "TP": 14094, + "n_pred": 34787, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5857496999405489, + "FN": 8309, + "FP": 139411, + "IoU": 0.41417682564106634, + "TN": 78804247, + "TP": 104438, + "n_pred": 243849, + "n_ref": 112747 + }, + "3": { + "Dice": 0.041957503197275765, + "FN": 118657, + "FP": 5695, + "IoU": 0.02142829037969703, + "TN": 78929330, + "TP": 2723, + "n_pred": 8418, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6797378822550447, + "FN": 1947, + "FP": 4211, + "IoU": 0.5148507051130544, + "TN": 79043712, + "TP": 6535, + "n_pred": 10746, + "n_ref": 8482 + }, + "5": { + "Dice": 0.3853296193129062, + "FN": 3713, + "FP": 259, + "IoU": 0.2386428982173663, + "TN": 79051188, + "TP": 1245, + "n_pred": 1504, + "n_ref": 4958 + }, + "6": { + "Dice": 0.5574539556716477, + "FN": 100912, + "FP": 1832546, + "IoU": 0.3864375476009139, + "TN": 75905205, + "TP": 1217742, + "n_pred": 3050288, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5668692736628834, + "FN": 221038, + "FP": 165474, + "IoU": 0.395546102839985, + "TN": 78416965, + "TP": 252928, + "n_pred": 418402, + "n_ref": 473966 + }, + "8": { + "Dice": 0.4164760772116, + "FN": 4212, + "FP": 72330, + "IoU": 0.26300586383199975, + "TN": 78952548, + "TP": 27315, + "n_pred": 99645, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7724545867011713, + "FN": 25323, + "FP": 1759, + "IoU": 0.6292676249144422, + "TN": 78983355, + "TP": 45968, + "n_pred": 47727, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8113557014994349, + "FN": 8699, + "FP": 95799, + "IoU": 0.6825891501123869, + "TN": 122382720, + "TP": 224722, + "n_pred": 320521, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5412438794171436, + "FN": 36999, + "FP": 87423, + "IoU": 0.3710310940809528, + "TN": 122514121, + "TP": 73397, + "n_pred": 160820, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5306626423377693, + "FN": 2248, + "FP": 1173, + "IoU": 0.3611577964519141, + "TN": 122706585, + "TP": 1934, + "n_pred": 3107, + "n_ref": 4182 + }, + "12": { + "Dice": 0.2332730560578662, + "FN": 5387, + "FP": 549, + "IoU": 0.13203684749232344, + "TN": 122705101, + "TP": 903, + "n_pred": 1452, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2600804057607165, + "FN": 38468, + "FP": 48770, + "IoU": 0.14947840499171297, + "TN": 122609370, + "TP": 15332, + "n_pred": 64102, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7010187999802436, + "FN": 29632, + "FP": 36955, + "IoU": 0.5396681645350847, + "TN": 122567290, + "TP": 78063, + "n_pred": 115018, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8317405641553423, + "FN": 11489, + "FP": 4533, + "IoU": 0.7119485095825393, + "TN": 122656318, + "TP": 39600, + "n_pred": 44133, + "n_ref": 51089 + }, + "2": { + "Dice": 0.22896459865178284, + "FN": 107374, + "FP": 91759, + "IoU": 0.12928290336685613, + "TN": 122483240, + "TP": 29567, + "n_pred": 121326, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6785562653300371, + "FN": 6036, + "FP": 126457, + "IoU": 0.5134961463187154, + "TN": 122439603, + "TP": 139844, + "n_pred": 266301, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0009977412247273534, + "FN": 65439, + "FP": 6652, + "IoU": 0.000499119608468396, + "TN": 122639813, + "TP": 36, + "n_pred": 6688, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0045446798841106625, + "FN": 17169, + "FP": 354, + "IoU": 0.0022775152308831064, + "TN": 122694377, + "TP": 40, + "n_pred": 394, + "n_ref": 17209 + }, + "6": { + "Dice": 0.6517438907965132, + "FN": 198341, + "FP": 1418026, + "IoU": 0.4833976915421105, + "TN": 119583098, + "TP": 1512475, + "n_pred": 2930501, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.351830871667622, + "FN": 331138, + "FP": 535048, + "IoU": 0.2134676991696874, + "TN": 121610668, + "TP": 235086, + "n_pred": 770134, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6546852804820306, + "FN": 10628, + "FP": 122102, + "IoU": 0.4866409851789969, + "TN": 122453388, + "TP": 125822, + "n_pred": 247924, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6514740045152636, + "FN": 34924, + "FP": 7684, + "IoU": 0.4831008128108698, + "TN": 122629510, + "TP": 39822, + "n_pred": 47506, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_000/summary_cross_val.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e3544d1868dde907207ceec03ce9eef877eaf970 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_000/summary_cross_val.json @@ -0,0 +1,7080 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.25280057318576993, + "FN": 2139.15, + "FP": 1240.4666666666667, + "IoU": 0.18527956218898803, + "TN": 170246.25, + "TP": 1606.1333333333334, + "n_pred": 2846.6, + "n_ref": 3745.2833333333333 + }, + "mean": { + "1": { + "Dice": 0.3038924827815154, + "FN": 921.625, + "FP": 1320.25, + "IoU": 0.2606119565328907, + "TN": 166982.5, + "TP": 6007.625, + "n_pred": 7327.875, + "n_ref": 6929.25 + }, + "10": { + "Dice": 0.179063643381325, + "FN": 522.0, + "FP": 3964.5, + "IoU": 0.1054161298260102, + "TN": 169821.25, + "TP": 924.25, + "n_pred": 4888.75, + "n_ref": 1446.25 + }, + "11": { + "Dice": 0.042248208223311955, + "FN": 716.75, + "FP": 3.25, + "IoU": 0.023073753605274, + "TN": 174484.0, + "TP": 28.0, + "n_pred": 31.25, + "n_ref": 744.75 + }, + "12": { + "Dice": 0.46511627906976744, + "FN": 2.875, + "FP": 0.0, + "IoU": 0.30303030303030304, + "TN": 175227.875, + "TP": 1.25, + "n_pred": 1.25, + "n_ref": 4.125 + }, + "13": { + "Dice": 0.019768898472873473, + "FN": 3781.125, + "FP": 694.375, + "IoU": 0.01032162682002114, + "TN": 170626.375, + "TP": 130.125, + "n_pred": 824.5, + "n_ref": 3911.25 + }, + "14": { + "Dice": 0.8119518751928078, + "FN": 65.5, + "FP": 467.875, + "IoU": 0.6834334891312412, + "TN": 173547.125, + "TP": 1151.5, + "n_pred": 1619.375, + "n_ref": 1217.0 + }, + "15": { + "Dice": 0.4499222606306701, + "FN": 2030.0, + "FP": 2525.125, + "IoU": 0.2902578684948582, + "TN": 168814.0, + "TP": 1862.875, + "n_pred": 4388.0, + "n_ref": 3892.875 + }, + "2": { + "Dice": 0.23992443876847905, + "FN": 1975.25, + "FP": 3560.875, + "IoU": 0.1731049837550208, + "TN": 168361.125, + "TP": 1334.75, + "n_pred": 4895.625, + "n_ref": 3310.0 + }, + "3": { + "Dice": 0.08729611762003216, + "FN": 6430.0, + "FP": 103.0, + "IoU": 0.05022468939994713, + "TN": 168675.25, + "TP": 23.75, + "n_pred": 126.75, + "n_ref": 6453.75 + }, + "4": { + "Dice": 0.03316434305027461, + "FN": 1173.125, + "FP": 159.125, + "IoU": 0.01745026119817717, + "TN": 173880.125, + "TP": 19.625, + "n_pred": 178.75, + "n_ref": 1192.75 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 295.75, + "IoU": 0.0, + "TN": 174936.25, + "TP": 0.0, + "n_pred": 295.75, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.462518821423294, + "FN": 1627.75, + "FP": 938.5, + "IoU": 0.37787550041680257, + "TN": 163922.125, + "TP": 8743.625, + "n_pred": 9682.125, + "n_ref": 10371.375 + }, + "7": { + "Dice": 0.234082586859934, + "FN": 9932.875, + "FP": 1238.75, + "IoU": 0.17608059667583587, + "TN": 161329.625, + "TP": 2730.75, + "n_pred": 3969.5, + "n_ref": 12663.625 + }, + "8": { + "Dice": 0.07734806629834254, + "FN": 1670.75, + "FP": 2095.0, + "IoU": 0.043750000000000004, + "TN": 171455.75, + "TP": 10.5, + "n_pred": 2105.5, + "n_ref": 1681.25 + }, + "9": { + "Dice": 0.38571057601392195, + "FN": 1237.625, + "FP": 1240.625, + "IoU": 0.2645622739484381, + "TN": 171630.375, + "TP": 1123.375, + "n_pred": 2364.0, + "n_ref": 2361.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "10": { + "Dice": 0.3342568990357974, + "FN": 3332, + "FP": 14689, + "IoU": 0.2006653359946773, + "TN": 152687, + "TP": 4524, + "n_pred": 19213, + "n_ref": 7856 + }, + "11": { + "Dice": 0.16899283289324782, + "FN": 2200, + "FP": 3, + "IoU": 0.092295014421096, + "TN": 172805, + "TP": 224, + "n_pred": 227, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.001447492219729319, + "FN": 12803, + "FP": 994, + "IoU": 0.0007242702976750923, + "TN": 161425, + "TP": 10, + "n_pred": 1004, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.25084374714950286, + "FN": 8169, + "FP": 44, + "IoU": 0.1434084272006675, + "TN": 165644, + "TP": 1375, + "n_pred": 1419, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 175156, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 960, + "IoU": 0.0, + "TN": 167417, + "TP": 0, + "n_pred": 960, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8579513084431616, + "FN": 6547, + "FP": 933, + "IoU": 0.7512388173866773, + "TN": 145163, + "TP": 22589, + "n_pred": 23522, + "n_ref": 29136 + }, + "7": { + "Dice": 0.6404145077720207, + "FN": 85, + "FP": 1997, + "IoU": 0.47103658536585363, + "TN": 171296, + "TP": 1854, + "n_pred": 3851, + "n_ref": 1939 + }, + "8": { + "Dice": 0.23204419889502761, + "FN": 0, + "FP": 556, + "IoU": 0.13125, + "TN": 174592, + "TP": 84, + "n_pred": 640, + "n_ref": 84 + }, + "9": { + "Dice": 0.5953297408262767, + "FN": 3933, + "FP": 2375, + "IoU": 0.4238217025940811, + "TN": 164284, + "TP": 4640, + "n_pred": 7015, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8215, + "IoU": 0.0, + "TN": 167017, + "TP": 0, + "n_pred": 8215, + "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": 3534, + "FP": 11, + "IoU": 0.0, + "TN": 171687, + "TP": 0, + "n_pred": 11, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01904761904761905, + "FN": 927, + "FP": 0, + "IoU": 0.009615384615384616, + "TN": 174296, + "TP": 9, + "n_pred": 9, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7088540079244133, + "FN": 7633, + "FP": 9, + "IoU": 0.5490115078194158, + "TN": 158287, + "TP": 9303, + "n_pred": 9312, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2366, + "IoU": 0.0, + "TN": 172866, + "TP": 0, + "n_pred": 2366, + "n_ref": 0 + }, + "6": { + "Dice": 0.9182107246604381, + "FN": 6154, + "FP": 2180, + "IoU": 0.8487888959448426, + "TN": 120117, + "TP": 46781, + "n_pred": 48961, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 175178, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5834731543624161, + "FN": 1419, + "FP": 567, + "IoU": 0.41190405685519693, + "TN": 171855, + "TP": 1391, + "n_pred": 1958, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.2926829268292683, + "FN": 29, + "FP": 0, + "IoU": 0.17142857142857143, + "TN": 175197, + "TP": 6, + "n_pred": 6, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.464, + "FN": 268, + "FP": 0, + "IoU": 0.3020833333333333, + "TN": 174848, + "TP": 116, + "n_pred": 116, + "n_ref": 384 + }, + "7": { + "Dice": 0.043494498549225775, + "FN": 66580, + "FP": 10, + "IoU": 0.0222307059790908, + "TN": 107128, + "TP": 1514, + "n_pred": 1524, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "14": { + "Dice": 0.8119518751928078, + "FN": 524, + "FP": 3743, + "IoU": 0.6834334891312412, + "TN": 161753, + "TP": 9212, + "n_pred": 12955, + "n_ref": 9736 + }, + "15": { + "Dice": 0.4499222606306701, + "FN": 16240, + "FP": 20201, + "IoU": 0.2902578684948582, + "TN": 123888, + "TP": 14903, + "n_pred": 35104, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 196, + "IoU": 0.0, + "TN": 175036, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 2056, + "IoU": 0.0, + "TN": 173176, + "TP": 0, + "n_pred": 2056, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9931, + "IoU": 0.0, + "TN": 165301, + "TP": 0, + "n_pred": 9931, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1204, + "IoU": 0.0, + "TN": 174028, + "TP": 0, + "n_pred": 1204, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.2683783910415593, + "FN": 815, + "FP": 14800, + "IoU": 0.15498674170680232, + "TN": 156753, + "TP": 2864, + "n_pred": 17664, + "n_ref": 3679 + }, + "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": 0.09811827956989247, + "FN": 16519, + "FP": 2269, + "IoU": 0.051590106007067135, + "TN": 155422, + "TP": 1022, + "n_pred": 3291, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.09949302915082382, + "FN": 2530, + "FP": 312, + "IoU": 0.05235078359453151, + "TN": 172233, + "TP": 157, + "n_pred": 469, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.534950895436164, + "FN": 53, + "FP": 752, + "IoU": 0.36514195583596215, + "TN": 173964, + "TP": 463, + "n_pred": 1215, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6121, + "IoU": 0.0, + "TN": 169111, + "TP": 0, + "n_pred": 6121, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 6273, + "IoU": 0.0, + "TN": 155593, + "TP": 0, + "n_pred": 6273, + "n_ref": 13366 + }, + "9": { + "Dice": 0.3640394088669951, + "FN": 4549, + "FP": 5779, + "IoU": 0.22252333634447455, + "TN": 161948, + "TP": 2956, + "n_pred": 8735, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27934219418788014, + "FN": 2758, + "FP": 441, + "IoU": 0.16234616391725581, + "TN": 171413, + "TP": 620, + "n_pred": 1061, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 28183, + "IoU": 0.0, + "TN": 147049, + "TP": 0, + "n_pred": 28183, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 124115, + "TP": 0, + "n_pred": 0, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2762, + "IoU": 0.0, + "TN": 172470, + "TP": 0, + "n_pred": 2762, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362277369381815, + "FN": 4615, + "FP": 1848, + "IoU": 0.880101662214307, + "TN": 121328, + "TP": 47441, + "n_pred": 49289, + "n_ref": 52056 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2071, + "IoU": 0.0, + "TN": 173161, + "TP": 0, + "n_pred": 2071, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": 0.46511627906976744, + "FN": 23, + "FP": 0, + "IoU": 0.30303030303030304, + "TN": 175199, + "TP": 10, + "n_pred": 10, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 251, + "IoU": 0.0, + "TN": 174981, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "3": { + "Dice": 0.2618883528600965, + "FN": 323, + "FP": 748, + "IoU": 0.1506740681998414, + "TN": 173971, + "TP": 190, + "n_pred": 938, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 881, + "IoU": 0.0, + "TN": 174351, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "7": { + "Dice": 0.7205865148383575, + "FN": 12798, + "FP": 1532, + "IoU": 0.5632162887100707, + "TN": 142424, + "TP": 18478, + "n_pred": 20010, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0281.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 2312.1833333333334, + "FP": 1729.7, + "IoU": NaN, + "TN": 170095.23333333334, + "TP": 1094.8833333333334, + "n_pred": 2824.5833333333335, + "n_ref": 3407.0666666666666 + }, + "mean": { + "1": { + "Dice": 0.14174180224651187, + "FN": 11399.375, + "FP": 300.375, + "IoU": 0.09000767656090071, + "TN": 159311.25, + "TP": 4221.0, + "n_pred": 4521.375, + "n_ref": 15620.375 + }, + "10": { + "Dice": 0.28499128770173326, + "FN": 3758.625, + "FP": 729.5, + "IoU": 0.20387026283277324, + "TN": 167678.125, + "TP": 3065.75, + "n_pred": 3795.25, + "n_ref": 6824.375 + }, + "11": { + "Dice": 0.09895833333333333, + "FN": 11.125, + "FP": 47.75, + "IoU": 0.05491329479768786, + "TN": 175166.0, + "TP": 7.125, + "n_pred": 54.875, + "n_ref": 18.25 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.125, + "IoU": 0.0, + "TN": 175231.875, + "TP": 0.0, + "n_pred": 0.125, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.12926551305861583, + "FN": 3314.375, + "FP": 645.875, + "IoU": 0.0871791063874761, + "TN": 169810.75, + "TP": 1461.0, + "n_pred": 2106.875, + "n_ref": 4775.375 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 532.375, + "IoU": 0.0, + "TN": 174699.625, + "TP": 0.0, + "n_pred": 532.375, + "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": 0.34960259208912914, + "FN": 77.5, + "FP": 585.375, + "IoU": 0.3112511647168444, + "TN": 172932.25, + "TP": 1636.875, + "n_pred": 2222.25, + "n_ref": 1714.375 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 51.875, + "IoU": 0.0, + "TN": 175180.125, + "TP": 0.0, + "n_pred": 51.875, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.1466348948041381, + "FN": 800.625, + "FP": 125.0, + "IoU": 0.10374177631578947, + "TN": 173675.625, + "TP": 630.75, + "n_pred": 755.75, + "n_ref": 1431.375 + }, + "5": { + "Dice": 0.08499325862862435, + "FN": 1186.375, + "FP": 273.25, + "IoU": 0.04780339239288966, + "TN": 173635.875, + "TP": 136.5, + "n_pred": 409.75, + "n_ref": 1322.875 + }, + "6": { + "Dice": 0.22153971478747045, + "FN": 119.625, + "FP": 16040.875, + "IoU": 0.19822986716876959, + "TN": 158192.375, + "TP": 879.125, + "n_pred": 16920.0, + "n_ref": 998.75 + }, + "7": { + "Dice": 0.07110828242905858, + "FN": 5764.375, + "FP": 5466.125, + "IoU": 0.045058544710855096, + "TN": 162886.375, + "TP": 1115.125, + "n_pred": 6581.25, + "n_ref": 6879.5 + }, + "8": { + "Dice": 0.427819836781224, + "FN": 6874.25, + "FP": 730.0, + "IoU": 0.3244384521236776, + "TN": 165893.375, + "TP": 1734.375, + "n_pred": 2464.375, + "n_ref": 8608.625 + }, + "9": { + "Dice": 0.3446849330430814, + "FN": 1376.5, + "FP": 417.0, + "IoU": 0.2630439193391293, + "TN": 171902.875, + "TP": 1535.625, + "n_pred": 1952.625, + "n_ref": 2912.125 + } + }, + "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": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 174720, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 808, + "FP": 586, + "IoU": 0.0, + "TN": 173838, + "TP": 0, + "n_pred": 586, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1516, + "FP": 122, + "IoU": 0.0, + "TN": 173594, + "TP": 0, + "n_pred": 122, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5865395792165524, + "FN": 6405, + "FP": 709, + "IoU": 0.4149671052631579, + "TN": 163072, + "TP": 5046, + "n_pred": 5755, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8837502362800076, + "FN": 940, + "FP": 905, + "IoU": 0.7917137051253105, + "TN": 166374, + "TP": 7013, + "n_pred": 7918, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 37893, + "IoU": 0.0, + "TN": 121140, + "TP": 0, + "n_pred": 37893, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42522540673953557, + "FN": 91195, + "FP": 93, + "IoU": 0.27002302968270214, + "TN": 50176, + "TP": 33768, + "n_pred": 33861, + "n_ref": 124963 + }, + "10": { + "Dice": 0.20679130103014118, + "FN": 451, + "FP": 1628, + "IoU": 0.11531914893617021, + "TN": 172882, + "TP": 271, + "n_pred": 1899, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 116, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "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": 102, + "IoU": 0.0, + "TN": 175130, + "TP": 0, + "n_pred": 102, + "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": 109101, + "IoU": 0.0, + "TN": 66131, + "TP": 0, + "n_pred": 109101, + "n_ref": 0 + }, + "7": { + "Dice": 0.42396422965323693, + "FN": 23974, + "FP": 246, + "IoU": 0.2690067304500045, + "TN": 142099, + "TP": 8913, + "n_pred": 9159, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.7462258894696346, + "FN": 7703, + "FP": 1862, + "IoU": 0.5951836803792111, + "TN": 151604, + "TP": 14063, + "n_pred": 15925, + "n_ref": 21766 + }, + "11": { + "Dice": 0.19791666666666666, + "FN": 89, + "FP": 373, + "IoU": 0.10982658959537572, + "TN": 174713, + "TP": 57, + "n_pred": 430, + "n_ref": 146 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.17979324918613285, + "FN": 14295, + "FP": 66, + "IoU": 0.09877627863194227, + "TN": 159297, + "TP": 1574, + "n_pred": 1640, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9109947643979057, + "FN": 6, + "FP": 45, + "IoU": 0.8365384615384616, + "TN": 174920, + "TP": 261, + "n_pred": 306, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8336355394378967, + "FN": 222, + "FP": 1246, + "IoU": 0.7147298872910999, + "TN": 170086, + "TP": 3678, + "n_pred": 4924, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7002053388090349, + "FN": 1650, + "FP": 2146, + "IoU": 0.5387045813586098, + "TN": 167003, + "TP": 4433, + "n_pred": 6579, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.47193924800889053, + "FN": 21107, + "FP": 1701, + "IoU": 0.30884848484848487, + "TN": 142232, + "TP": 10192, + "n_pred": 11893, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5957998291655622, + "FN": 10704, + "FP": 3019, + "IoU": 0.42429835969291435, + "TN": 151395, + "TP": 10114, + "n_pred": 13133, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8370181960477402, + "FN": 614, + "FP": 4384, + "IoU": 0.7197173620457604, + "TN": 157400, + "TP": 12834, + "n_pred": 17218, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 174822, + "TP": 0, + "n_pred": 410, + "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": 1263, + "IoU": 0.0, + "TN": 173969, + "TP": 0, + "n_pred": 1263, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1771, + "IoU": 0.0, + "TN": 173461, + "TP": 0, + "n_pred": 1771, + "n_ref": 0 + }, + "7": { + "Dice": 0.002685464921114468, + "FN": 5942, + "FP": 0, + "IoU": 0.0013445378151260505, + "TN": 169282, + "TP": 8, + "n_pred": 8, + "n_ref": 5950 + }, + "8": { + "Dice": 0.5849938853319905, + "FN": 1466, + "FP": 4303, + "IoU": 0.413421453990849, + "TN": 165397, + "TP": 4066, + "n_pred": 8369, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6785343933632907, + "FN": 6307, + "FP": 1133, + "IoU": 0.5134710959979074, + "TN": 159940, + "TP": 7852, + "n_pred": 8985, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2247, + "IoU": 0.0, + "TN": 172985, + "TP": 0, + "n_pred": 2247, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "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": 1044, + "IoU": 0.0, + "TN": 174188, + "TP": 0, + "n_pred": 1044, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4259, + "IoU": 0.0, + "TN": 170973, + "TP": 0, + "n_pred": 4259, + "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": 190, + "IoU": 0.0, + "TN": 175042, + "TP": 0, + "n_pred": 190, + "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": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "5": { + "Dice": 0.23631896359169086, + "FN": 6601, + "FP": 237, + "IoU": 0.1339918946301925, + "TN": 167336, + "TP": 1058, + "n_pred": 1295, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0024086228698741493, + "FN": 17, + "FP": 16550, + "IoU": 0.0012057635497678906, + "TN": 158645, + "TP": 20, + "n_pred": 16570, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5076, + "IoU": 0.0, + "TN": 170156, + "TP": 0, + "n_pred": 5076, + "n_ref": 0 + }, + "8": { + "Dice": 0.010043780582024209, + "FN": 22787, + "FP": 277, + "IoU": 0.005047236961304517, + "TN": 152051, + "TP": 117, + "n_pred": 394, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 0, + "IoU": 0.0, + "TN": 172177, + "TP": 0, + "n_pred": 0, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 800, + "IoU": 0.0, + "TN": 174432, + "TP": 0, + "n_pred": 800, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 63, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 63, + "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": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "5": { + "Dice": 0.018660812294182216, + "FN": 2890, + "FP": 686, + "IoU": 0.009418282548476454, + "TN": 171622, + "TP": 34, + "n_pred": 720, + "n_ref": 2924 + }, + "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": 0.28260614177298465, + "FN": 30519, + "FP": 14, + "IoU": 0.16455523025145702, + "TN": 138685, + "TP": 6014, + "n_pred": 6028, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2832930712270917, + "FN": 2170.741666666667, + "FP": 1111.9083333333333, + "IoU": 0.22302124470608373, + "TN": 168286.33333333334, + "TP": 3663.016666666667, + "n_pred": 4774.925, + "n_ref": 5833.758333333333 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 67.875, + "FP": 2227.75, + "IoU": 0.0, + "TN": 172936.375, + "TP": 0.0, + "n_pred": 2227.75, + "n_ref": 67.875 + }, + "10": { + "Dice": 0.5434426308157237, + "FN": 3544.0, + "FP": 1500.125, + "IoU": 0.39010880226779937, + "TN": 166685.0, + "TP": 3502.875, + "n_pred": 5003.0, + "n_ref": 7046.875 + }, + "11": { + "Dice": 0.005943536404160475, + "FN": 78.75, + "FP": 70.75, + "IoU": 0.0029895366218236174, + "TN": 175082.0, + "TP": 0.5, + "n_pred": 71.25, + "n_ref": 79.25 + }, + "12": { + "Dice": 0.18908108840325966, + "FN": 791.625, + "FP": 16.5, + "IoU": 0.12847037271894596, + "TN": 174397.0, + "TP": 26.875, + "n_pred": 43.375, + "n_ref": 818.5 + }, + "13": { + "Dice": 0.21952270887605768, + "FN": 1080.5, + "FP": 1335.0, + "IoU": 0.14485679325911666, + "TN": 172453.875, + "TP": 362.625, + "n_pred": 1697.625, + "n_ref": 1443.125 + }, + "14": { + "Dice": 0.7117436930728325, + "FN": 599.375, + "FP": 6064.375, + "IoU": 0.5862201069023507, + "TN": 160167.875, + "TP": 8400.375, + "n_pred": 14464.75, + "n_ref": 8999.75 + }, + "15": { + "Dice": 0.18113576624488048, + "FN": 1289.125, + "FP": 420.5, + "IoU": 0.12435581071326653, + "TN": 172596.375, + "TP": 926.0, + "n_pred": 1346.5, + "n_ref": 2215.125 + }, + "2": { + "Dice": 0.23392038660821043, + "FN": 160.5, + "FP": 789.0, + "IoU": 0.21978420633806114, + "TN": 171934.875, + "TP": 2347.625, + "n_pred": 3136.625, + "n_ref": 2508.125 + }, + "3": { + "Dice": 0.41287144367061224, + "FN": 853.5, + "FP": 199.375, + "IoU": 0.35626807682567607, + "TN": 172915.875, + "TP": 1263.25, + "n_pred": 1462.625, + "n_ref": 2116.75 + }, + "4": { + "Dice": 0.14695712309820194, + "FN": 119.25, + "FP": 158.5, + "IoU": 0.09425593257928587, + "TN": 174901.125, + "TP": 53.125, + "n_pred": 211.625, + "n_ref": 172.375 + }, + "5": { + "Dice": 0.0027643400138217, + "FN": 26.625, + "FP": 153.75, + "IoU": 0.001384083044982699, + "TN": 175051.375, + "TP": 0.25, + "n_pred": 154.0, + "n_ref": 26.875 + }, + "6": { + "Dice": 0.568621763473946, + "FN": 11533.75, + "FP": 2448.5, + "IoU": 0.4832975836948256, + "TN": 134880.625, + "TP": 26369.125, + "n_pred": 28817.625, + "n_ref": 37902.875 + }, + "7": { + "Dice": 0.1605119180649687, + "FN": 10146.0, + "FP": 686.0, + "IoU": 0.11063146643751837, + "TN": 158605.25, + "TP": 5794.75, + "n_pred": 6480.75, + "n_ref": 15940.75 + }, + "8": { + "Dice": 0.5583988847751538, + "FN": 1490.125, + "FP": 62.5, + "IoU": 0.4641219573475245, + "TN": 168810.125, + "TP": 4869.25, + "n_pred": 4931.75, + "n_ref": 6359.375 + }, + "9": { + "Dice": 0.314480784884546, + "FN": 780.125, + "FP": 546.0, + "IoU": 0.23857394184007824, + "TN": 172877.25, + "TP": 1028.625, + "n_pred": 1574.625, + "n_ref": 1808.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17038, + "IoU": 0.0, + "TN": 158194, + "TP": 0, + "n_pred": 17038, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4408713692946058, + "FN": 954, + "FP": 124, + "IoU": 0.2827677977378576, + "TN": 173729, + "TP": 425, + "n_pred": 549, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6685063767394251, + "FN": 47915, + "FP": 15, + "IoU": 0.5020725334773891, + "TN": 78973, + "TP": 48329, + "n_pred": 48344, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 719, + "IoU": 0.0, + "TN": 174513, + "TP": 0, + "n_pred": 719, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 604, + "IoU": 0.0, + "TN": 174628, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "14": { + "Dice": 0.5238749345892203, + "FN": 2076, + "FP": 41598, + "IoU": 0.35489874595648513, + "TN": 107531, + "TP": 24027, + "n_pred": 65625, + "n_ref": 26103 + }, + "15": { + "Dice": 0.5434072987346414, + "FN": 10313, + "FP": 2136, + "IoU": 0.3730674321397996, + "TN": 155375, + "TP": 7408, + "n_pred": 9544, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6508537721204595, + "FN": 4986, + "FP": 6260, + "IoU": 0.48241899852724596, + "TN": 153504, + "TP": 10482, + "n_pred": 16742, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2434829833454019, + "FN": 1968, + "FP": 6390, + "IoU": 0.13861692260125735, + "TN": 165529, + "TP": 1345, + "n_pred": 7735, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 876, + "IoU": 0.0, + "TN": 174356, + "TP": 0, + "n_pred": 876, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9183693810425596, + "FN": 706, + "FP": 932, + "IoU": 0.8490600810910431, + "TN": 164380, + "TP": 9214, + "n_pred": 10146, + "n_ref": 9920 + }, + "7": { + "Dice": 0.5494055147988869, + "FN": 71226, + "FP": 22, + "IoU": 0.3787450734191343, + "TN": 60548, + "TP": 43436, + "n_pred": 43458, + "n_ref": 114662 + }, + "8": { + "Dice": 0.02040816326530612, + "FN": 96, + "FP": 0, + "IoU": 0.010309278350515464, + "TN": 175135, + "TP": 1, + "n_pred": 1, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1064, + "IoU": 0.0, + "TN": 174168, + "TP": 0, + "n_pred": 1064, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.01188707280832095, + "FN": 630, + "FP": 35, + "IoU": 0.005979073243647235, + "TN": 174563, + "TP": 4, + "n_pred": 39, + "n_ref": 634 + }, + "12": { + "Dice": 0.5440613026819924, + "FN": 237, + "FP": 1, + "IoU": 0.3736842105263158, + "TN": 174852, + "TP": 142, + "n_pred": 143, + "n_ref": 379 + }, + "13": { + "Dice": 0.629080118694362, + "FN": 104, + "FP": 21, + "IoU": 0.4588744588744589, + "TN": 175001, + "TP": 106, + "n_pred": 127, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.9124236252545825, + "FN": 43, + "FP": 0, + "IoU": 0.8389513108614233, + "TN": 174965, + "TP": 224, + "n_pred": 224, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0027643400138217, + "FN": 213, + "FP": 1230, + "IoU": 0.001384083044982699, + "TN": 173787, + "TP": 2, + "n_pred": 1232, + "n_ref": 215 + }, + "6": { + "Dice": 0.6515797719557838, + "FN": 3378, + "FP": 625, + "IoU": 0.48321714433255875, + "TN": 167486, + "TP": 3743, + "n_pred": 4368, + "n_ref": 7121 + }, + "7": { + "Dice": 0.6120646138313983, + "FN": 3009, + "FP": 65, + "IoU": 0.4409892707765048, + "TN": 169733, + "TP": 2425, + "n_pred": 2490, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8935784990279447, + "FN": 6903, + "FP": 268, + "IoU": 0.8076293693162003, + "TN": 137955, + "TP": 30106, + "n_pred": 30374, + "n_ref": 37009 + }, + "9": { + "Dice": 0.7819791959516447, + "FN": 1212, + "FP": 1890, + "IoU": 0.6420080784766301, + "TN": 166567, + "TP": 5563, + "n_pred": 7453, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6724982172569527, + "FN": 9408, + "FP": 4370, + "IoU": 0.5065893138518837, + "TN": 147308, + "TP": 14146, + "n_pred": 18516, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.2250504423405246, + "FN": 6572, + "FP": 3414, + "IoU": 0.12679258481986708, + "TN": 163796, + "TP": 1450, + "n_pred": 4864, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 268, + "IoU": 0.0, + "TN": 174964, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9171285535490792, + "FN": 7308, + "FP": 5670, + "IoU": 0.8469413027326014, + "TN": 90441, + "TP": 71813, + "n_pred": 77483, + "n_ref": 79121 + }, + "7": { + "Dice": 0.1226252158894646, + "FN": 6911, + "FP": 201, + "IoU": 0.06531738730450783, + "TN": 167623, + "TP": 497, + "n_pred": 698, + "n_ref": 7408 + }, + "8": { + "Dice": 0.4812912692589875, + "FN": 2064, + "FP": 57, + "IoU": 0.3169082125603865, + "TN": 172127, + "TP": 984, + "n_pred": 1041, + "n_ref": 3048 + }, + "9": { + "Dice": 0.4759439435865393, + "FN": 5029, + "FP": 842, + "IoU": 0.3122876888836828, + "TN": 166695, + "TP": 2666, + "n_pred": 3508, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8996124515564445, + "FN": 2719, + "FP": 6917, + "IoU": 0.8175414678482164, + "TN": 122420, + "TP": 43176, + "n_pred": 50093, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1151, + "IoU": 0.0, + "TN": 174081, + "TP": 0, + "n_pred": 1151, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4048, + "IoU": 0.0, + "TN": 171184, + "TP": 0, + "n_pred": 4048, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1385, + "IoU": 0.0, + "TN": 173847, + "TP": 0, + "n_pred": 1385, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1670, + "IoU": 0.0, + "TN": 173562, + "TP": 0, + "n_pred": 1670, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3753, + "IoU": 0.0, + "TN": 171479, + "TP": 0, + "n_pred": 3753, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 707, + "IoU": 0.0, + "TN": 174525, + "TP": 0, + "n_pred": 707, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9356815464328417, + "FN": 1284, + "FP": 1298, + "IoU": 0.8791368253522446, + "TN": 153869, + "TP": 18781, + "n_pred": 20079, + "n_ref": 20065 + }, + "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": 0.8247682610307749, + "FN": 32963, + "FP": 119, + "IoU": 0.7017920242301868, + "TN": 64296, + "TP": 77854, + "n_pred": 77973, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0317.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": 0.306975903069759, + "FN": 13958, + "FP": 1371, + "IoU": 0.18131809442426833, + "TN": 156508, + "TP": 3395, + "n_pred": 4766, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 174701, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "12": { + "Dice": 0.0231819625277866, + "FN": 6021, + "FP": 131, + "IoU": 0.011726907630522088, + "TN": 169007, + "TP": 73, + "n_pred": 204, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 174981, + "TP": 0, + "n_pred": 251, + "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": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 948, + "IoU": 0.0, + "TN": 174284, + "TP": 0, + "n_pred": 948, + "n_ref": 0 + }, + "3": { + "Dice": 0.7390621494278663, + "FN": 6785, + "FP": 193, + "IoU": 0.5861209964412811, + "TN": 158372, + "TP": 9882, + "n_pred": 10075, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10557, + "IoU": 0.0, + "TN": 164675, + "TP": 0, + "n_pred": 10557, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 646, + "IoU": 0.0, + "TN": 174564, + "TP": 0, + "n_pred": 646, + "n_ref": 22 + }, + "8": { + "Dice": 0.8383176075483768, + "FN": 2858, + "FP": 175, + "IoU": 0.7216409691629956, + "TN": 164336, + "TP": 7863, + "n_pred": 8038, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 572, + "IoU": 0.0, + "TN": 174660, + "TP": 0, + "n_pred": 572, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0349.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3281520983266905, + "FN": 2914.883333333333, + "FP": 1077.0, + "IoU": 0.2506540367624027, + "TN": 168975.85833333334, + "TP": 2264.258333333333, + "n_pred": 3341.258333333333, + "n_ref": 5179.141666666666 + }, + "mean": { + "1": { + "Dice": 0.6151726842095687, + "FN": 1175.25, + "FP": 483.75, + "IoU": 0.5712863334027022, + "TN": 165610.25, + "TP": 7962.75, + "n_pred": 8446.5, + "n_ref": 9138.0 + }, + "10": { + "Dice": 0.17198475482082318, + "FN": 3811.375, + "FP": 1405.875, + "IoU": 0.10469452787057101, + "TN": 169333.25, + "TP": 681.5, + "n_pred": 2087.375, + "n_ref": 4492.875 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.0, + "IoU": 0.0, + "TN": 175231.0, + "TP": 0.0, + "n_pred": 1.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.5714797563597277, + "FN": 293.375, + "FP": 5.625, + "IoU": 0.40005016302984703, + "TN": 174733.625, + "TP": 199.375, + "n_pred": 205.0, + "n_ref": 492.75 + }, + "13": { + "Dice": 0.11153400832655877, + "FN": 2069.25, + "FP": 2673.5, + "IoU": 0.0717784894413089, + "TN": 169357.375, + "TP": 1131.875, + "n_pred": 3805.375, + "n_ref": 3201.125 + }, + "14": { + "Dice": 0.7058715528969316, + "FN": 8523.625, + "FP": 216.375, + "IoU": 0.5603334877525742, + "TN": 157945.0, + "TP": 8547.0, + "n_pred": 8763.375, + "n_ref": 17070.625 + }, + "15": { + "Dice": 0.48248467545802337, + "FN": 1271.75, + "FP": 2446.875, + "IoU": 0.330080287658241, + "TN": 168691.25, + "TP": 2822.125, + "n_pred": 5269.0, + "n_ref": 4093.875 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 353.375, + "IoU": 0.0, + "TN": 174878.625, + "TP": 0.0, + "n_pred": 353.375, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.5621930459623926, + "FN": 2651.5, + "FP": 145.375, + "IoU": 0.39100732152091666, + "TN": 170639.375, + "TP": 1795.75, + "n_pred": 1941.125, + "n_ref": 4447.25 + }, + "4": { + "Dice": 0.6154960829597428, + "FN": 873.5, + "FP": 187.875, + "IoU": 0.4445607378818604, + "TN": 173321.125, + "TP": 849.5, + "n_pred": 1037.375, + "n_ref": 1723.0 + }, + "5": { + "Dice": 0.09151410192973776, + "FN": 4078.75, + "FP": 59.25, + "IoU": 0.05036627542822908, + "TN": 170631.625, + "TP": 462.375, + "n_pred": 521.625, + "n_ref": 4541.125 + }, + "6": { + "Dice": 0.20218541585681632, + "FN": 4112.5, + "FP": 5720.875, + "IoU": 0.1617078754082935, + "TN": 160702.875, + "TP": 4695.75, + "n_pred": 10416.625, + "n_ref": 8808.25 + }, + "7": { + "Dice": 0.09517482543284064, + "FN": 13502.875, + "FP": 1662.875, + "IoU": 0.05182942121234605, + "TN": 158954.875, + "TP": 1111.375, + "n_pred": 2774.25, + "n_ref": 14614.25 + }, + "8": { + "Dice": 0.6191179875825893, + "FN": 660.625, + "FP": 1.25, + "IoU": 0.5779014684802734, + "TN": 170929.625, + "TP": 3640.5, + "n_pred": 3641.75, + "n_ref": 4301.125 + }, + "9": { + "Dice": 0.07807258310460506, + "FN": 698.875, + "FP": 791.125, + "IoU": 0.04421416234887737, + "TN": 173678.0, + "TP": 64.0, + "n_pred": 855.125, + "n_ref": 762.875 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9082967347718159, + "FN": 9006, + "FP": 2520, + "IoU": 0.8319996501814684, + "TN": 106625, + "TP": 57081, + "n_pred": 59601, + "n_ref": 66087 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2051756414491796, + "FN": 36089, + "FP": 0, + "IoU": 0.11431516430657472, + "TN": 134485, + "TP": 4658, + "n_pred": 4658, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372213178568901, + "FN": 396, + "FP": 491, + "IoU": 0.8818593500266383, + "TN": 167724, + "TP": 6621, + "n_pred": 7112, + "n_ref": 7017 + }, + "10": { + "Dice": 0.4148121773188535, + "FN": 1079, + "FP": 5495, + "IoU": 0.26168014375561544, + "TN": 166328, + "TP": 2330, + "n_pred": 7825, + "n_ref": 3409 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.5714797563597277, + "FN": 2347, + "FP": 45, + "IoU": 0.40005016302984703, + "TN": 171245, + "TP": 1595, + "n_pred": 1640, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5991, + "IoU": 0.0, + "TN": 169241, + "TP": 0, + "n_pred": 5991, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2823, + "IoU": 0.0, + "TN": 172409, + "TP": 0, + "n_pred": 2823, + "n_ref": 0 + }, + "3": { + "Dice": 0.5621930459623926, + "FN": 21212, + "FP": 1163, + "IoU": 0.39100732152091666, + "TN": 138491, + "TP": 14366, + "n_pred": 15529, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9672, + "IoU": 0.0, + "TN": 165560, + "TP": 0, + "n_pred": 9672, + "n_ref": 0 + }, + "7": { + "Dice": 0.12231372740119877, + "FN": 15010, + "FP": 3001, + "IoU": 0.0651406623066542, + "TN": 155966, + "TP": 1255, + "n_pred": 4256, + "n_ref": 16265 + }, + "8": { + "Dice": 0.927678537709128, + "FN": 1915, + "FP": 0, + "IoU": 0.8651123476790872, + "TN": 161035, + "TP": 12282, + "n_pred": 12282, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5794436755562886, + "FN": 58456, + "FP": 191, + "IoU": 0.40789912063726036, + "TN": 76183, + "TP": 40402, + "n_pred": 40593, + "n_ref": 98858 + }, + "15": { + "Dice": 0.33752752437873546, + "FN": 1200, + "FP": 3012, + "IoU": 0.20302743614001892, + "TN": 169947, + "TP": 1073, + "n_pred": 4085, + "n_ref": 2273 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 859, + "IoU": 0.0, + "TN": 174373, + "TP": 0, + "n_pred": 859, + "n_ref": 0 + }, + "10": { + "Dice": 0.09653149706707473, + "FN": 24819, + "FP": 3521, + "IoU": 0.050713472231526766, + "TN": 145378, + "TP": 1514, + "n_pred": 5035, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 1309, + "IoU": 0.0, + "TN": 169534, + "TP": 0, + "n_pred": 1309, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15093269026172068, + "FN": 23813, + "FP": 129, + "IoU": 0.08162639048714998, + "TN": 149162, + "TP": 2128, + "n_pred": 2257, + "n_ref": 25941 + }, + "7": { + "Dice": 0.1428147855307373, + "FN": 27027, + "FP": 7665, + "IoU": 0.07689851524666064, + "TN": 137650, + "TP": 2890, + "n_pred": 10555, + "n_ref": 29917 + }, + "8": { + "Dice": 0.0, + "FN": 832, + "FP": 0, + "IoU": 0.0, + "TN": 174400, + "TP": 0, + "n_pred": 0, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.3485800997181877, + "FN": 4593, + "FP": 1417, + "IoU": 0.2110790233657128, + "TN": 167614, + "TP": 1608, + "n_pred": 3025, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4461360333062351, + "FN": 12165, + "FP": 10318, + "IoU": 0.2871139577652356, + "TN": 143694, + "TP": 9055, + "n_pred": 19373, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6154960829597428, + "FN": 6988, + "FP": 1503, + "IoU": 0.4445607378818604, + "TN": 159945, + "TP": 6796, + "n_pred": 8299, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8324077487483797, + "FN": 4227, + "FP": 9866, + "IoU": 0.712926749775931, + "TN": 126140, + "TP": 34999, + "n_pred": 44865, + "n_ref": 39226 + }, + "7": { + "Dice": 0.005569972783087537, + "FN": 29896, + "FP": 1526, + "IoU": 0.0027927642018406853, + "TN": 143722, + "TP": 88, + "n_pred": 1614, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2342177493138152, + "FN": 39, + "FP": 3309, + "IoU": 0.13264248704663212, + "TN": 171372, + "TP": 512, + "n_pred": 3821, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 748, + "IoU": 0.0, + "TN": 174484, + "TP": 0, + "n_pred": 748, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3770, + "IoU": 0.0, + "TN": 171462, + "TP": 0, + "n_pred": 3770, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.18302820385947552, + "FN": 32548, + "FP": 474, + "IoU": 0.10073255085645816, + "TN": 138511, + "TP": 3699, + "n_pred": 4173, + "n_ref": 36247 + }, + "6": { + "Dice": 0.027586640273981212, + "FN": 4860, + "FP": 26089, + "IoU": 0.013986236778386644, + "TN": 143844, + "TP": 439, + "n_pred": 26528, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 1111, + "IoU": 0.0, + "TN": 174120, + "TP": 0, + "n_pred": 1111, + "n_ref": 1 + }, + "8": { + "Dice": 0.9296754250386399, + "FN": 2538, + "FP": 10, + "IoU": 0.8685920577617329, + "TN": 155842, + "TP": 16842, + "n_pred": 16852, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 2947, + "IoU": 0.0, + "TN": 166733, + "TP": 0, + "n_pred": 2947, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8322994302375746, + "FN": 9733, + "FP": 1540, + "IoU": 0.712767854867888, + "TN": 135985, + "TP": 27974, + "n_pred": 29514, + "n_ref": 37707 + }, + "15": { + "Dice": 0.6274418265373113, + "FN": 8974, + "FP": 16563, + "IoU": 0.4571331391764631, + "TN": 128191, + "TP": 21504, + "n_pred": 38067, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0320.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1576.114285714286, + "FP": 1038.3523809523808, + "IoU": NaN, + "TN": 195040.62857142856, + "TP": 2610.0476190476193, + "n_pred": 3648.4, + "n_ref": 4186.161904761905 + }, + "mean": { + "1": { + "Dice": 0.31603045228561144, + "FN": 11.142857142857142, + "FP": 4870.428571428572, + "IoU": 0.29690504775109017, + "TN": 195314.85714285713, + "TP": 68.71428571428571, + "n_pred": 4939.142857142857, + "n_ref": 79.85714285714286 + }, + "10": { + "Dice": 0.6356539298842112, + "FN": 540.0, + "FP": 909.1428571428571, + "IoU": 0.5051014050390936, + "TN": 196730.7142857143, + "TP": 2085.285714285714, + "n_pred": 2994.4285714285716, + "n_ref": 2625.285714285714 + }, + "11": { + "Dice": 0.3239795918367347, + "FN": 425.0, + "FP": 21.857142857142858, + "IoU": 0.23962264150943396, + "TN": 199673.14285714287, + "TP": 145.14285714285714, + "n_pred": 167.0, + "n_ref": 570.1428571428571 + }, + "12": { + "Dice": 0.0, + "FN": 203.71428571428572, + "FP": 1.1428571428571428, + "IoU": 0.0, + "TN": 200060.2857142857, + "TP": 0.0, + "n_pred": 1.1428571428571428, + "n_ref": 203.71428571428572 + }, + "13": { + "Dice": 0.19814749677570642, + "FN": 1487.142857142857, + "FP": 379.0, + "IoU": 0.14097430764097432, + "TN": 197071.14285714287, + "TP": 1327.857142857143, + "n_pred": 1706.857142857143, + "n_ref": 2815.0 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.531608163742148, + "FN": 7616.285714285715, + "FP": 2286.4285714285716, + "IoU": 0.4246522088362436, + "TN": 183229.14285714287, + "TP": 7133.285714285715, + "n_pred": 9419.714285714286, + "n_ref": 14749.57142857143 + }, + "3": { + "Dice": 0.25748746580427334, + "FN": 6727.571428571428, + "FP": 558.2857142857143, + "IoU": 0.17338930586752863, + "TN": 189362.2857142857, + "TP": 3617.0, + "n_pred": 4175.285714285715, + "n_ref": 10344.57142857143 + }, + "4": { + "Dice": 0.005326231691078562, + "FN": 68.85714285714286, + "FP": 37.857142857142854, + "IoU": 0.0026702269692923898, + "TN": 200158.14285714287, + "TP": 0.2857142857142857, + "n_pred": 38.142857142857146, + "n_ref": 69.14285714285714 + }, + "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": 0.8683387321521664, + "FN": 6010.857142857143, + "FP": 1935.857142857143, + "IoU": 0.7714140675310208, + "TN": 169977.7142857143, + "TP": 22340.714285714286, + "n_pred": 24276.571428571428, + "n_ref": 28351.571428571428 + }, + "7": { + "Dice": 0.0, + "FN": 199.0, + "FP": 4313.714285714285, + "IoU": 0.0, + "TN": 195752.42857142858, + "TP": 0.0, + "n_pred": 4313.714285714285, + "n_ref": 199.0 + }, + "8": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.8879791395045632, + "FN": 352.14285714285717, + "FP": 261.57142857142856, + "IoU": 0.7985274117150495, + "TN": 197219.0, + "TP": 2432.4285714285716, + "n_pred": 2694.0, + "n_ref": 2784.5714285714284 + } + }, + "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_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7102479022983513, + "FN": 16191, + "FP": 488, + "IoU": 0.5506855957544248, + "TN": 138111, + "TP": 20442, + "n_pred": 20930, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3308, + "IoU": 0.0, + "TN": 171924, + "TP": 0, + "n_pred": 3308, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.905861684805896, + "FN": 3012, + "FP": 1382, + "IoU": 0.8279224593694928, + "TN": 149697, + "TP": 21141, + "n_pred": 22523, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8558308488399986, + "FN": 673, + "FP": 3534, + "IoU": 0.7479932910027555, + "TN": 158538, + "TP": 12487, + "n_pred": 16021, + "n_ref": 13160 + }, + "11": { + "Dice": 0.6479591836734694, + "FN": 951, + "FP": 153, + "IoU": 0.47924528301886793, + "TN": 173112, + "TP": 1016, + "n_pred": 1169, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5944424903271193, + "FN": 10410, + "FP": 2273, + "IoU": 0.42292292292292294, + "TN": 153254, + "TP": 9295, + "n_pred": 11568, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9508430041602802, + "FN": 802, + "FP": 96, + "IoU": 0.9062923927788793, + "TN": 165649, + "TP": 8685, + "n_pred": 8781, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.005326231691078562, + "FN": 482, + "FP": 265, + "IoU": 0.0026702269692923898, + "TN": 174483, + "TP": 2, + "n_pred": 267, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9359628187413641, + "FN": 3628, + "FP": 1470, + "IoU": 0.8796335647164376, + "TN": 132878, + "TP": 37256, + "n_pred": 38726, + "n_ref": 40884 + }, + "7": { + "Dice": 0.0, + "FN": 1393, + "FP": 245, + "IoU": 0.0, + "TN": 173594, + "TP": 0, + "n_pred": 245, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8879791395045632, + "FN": 2465, + "FP": 1831, + "IoU": 0.7985274117150495, + "TN": 153909, + "TP": 17027, + "n_pred": 18858, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.008200646474320603, + "FN": 42, + "FP": 33096, + "IoU": 0.004117205108940646, + "TN": 317189, + "TP": 137, + "n_pred": 33233, + "n_ref": 179 + }, + "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": 0.4541371158392435, + "FN": 4616, + "FP": 2, + "IoU": 0.2937758066982719, + "TN": 343925, + "TP": 1921, + "n_pred": 1923, + "n_ref": 6537 + }, + "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": 0.8030137319236845, + "FN": 34475, + "FP": 1187, + "IoU": 0.6708629441624365, + "TN": 242114, + "TP": 72688, + "n_pred": 73875, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2821, + "IoU": 0.0, + "TN": 347643, + "TP": 0, + "n_pred": 2821, + "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_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9398907103825137, + "FN": 36, + "FP": 8, + "IoU": 0.8865979381443299, + "TN": 174844, + "TP": 344, + "n_pred": 352, + "n_ref": 380 + }, + "10": { + "Dice": 0.41547701092842376, + "FN": 3107, + "FP": 2830, + "IoU": 0.26220951907543183, + "TN": 167185, + "TP": 2110, + "n_pred": 4940, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 8, + "IoU": 0.0, + "TN": 173798, + "TP": 0, + "n_pred": 8, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 174880, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 15312, + "IoU": 0.0, + "TN": 159920, + "TP": 0, + "n_pred": 15312, + "n_ref": 0 + }, + "3": { + "Dice": 0.5149749316085467, + "FN": 47093, + "FP": 600, + "IoU": 0.34677861173505725, + "TN": 102220, + "TP": 25319, + "n_pred": 25919, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9174, + "IoU": 0.0, + "TN": 166058, + "TP": 0, + "n_pred": 9174, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 989, + "IoU": 0.0, + "TN": 174243, + "TP": 0, + "n_pred": 989, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5428127964128654, + "FN": 31705, + "FP": 107, + "IoU": 0.372507248949642, + "TN": 124535, + "TP": 18885, + "n_pred": 18992, + "n_ref": 50590 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8285166931377205, + "FN": 961, + "FP": 9512, + "IoU": 0.7072373018757163, + "TN": 139459, + "TP": 25300, + "n_pred": 34812, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17928, + "IoU": 0.0, + "TN": 157304, + "TP": 0, + "n_pred": 17928, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2659347/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2222.614523809524, + "FP": 1239.4854761904764, + "IoU": NaN, + "TN": 174528.86071428572, + "TP": 2247.6678571428574, + "n_pred": 3487.153333333333, + "n_ref": 4470.282380952382 + }, + "mean": { + "1": { + "Dice": 0.2753674843046415, + "FN": 2715.0535714285716, + "FP": 1840.5107142857146, + "IoU": 0.24376220284951672, + "TN": 172031.04642857143, + "TP": 3652.0178571428573, + "n_pred": 5492.528571428571, + "n_ref": 6367.071428571428 + }, + "10": { + "Dice": 0.36302724932076325, + "FN": 2435.2, + "FP": 1701.8285714285714, + "IoU": 0.2618382255672495, + "TN": 174049.66785714286, + "TP": 2051.932142857143, + "n_pred": 3753.7607142857146, + "n_ref": 4487.132142857143 + }, + "11": { + "Dice": 0.0942259339595081, + "FN": 246.325, + "FP": 28.92142857142857, + "IoU": 0.06411984530684389, + "TN": 179927.22857142857, + "TP": 36.153571428571425, + "n_pred": 65.075, + "n_ref": 282.4785714285714 + }, + "12": { + "Dice": 0.24513542476655098, + "FN": 258.3178571428572, + "FP": 4.678571428571429, + "IoU": 0.1663101677558192, + "TN": 179930.13214285712, + "TP": 45.5, + "n_pred": 50.17857142857143, + "n_ref": 303.8178571428572 + }, + "13": { + "Dice": 0.13564772510196244, + "FN": 2346.4785714285713, + "FP": 1145.55, + "IoU": 0.09102206470977943, + "TN": 175863.90357142856, + "TP": 882.6964285714287, + "n_pred": 2028.2464285714286, + "n_ref": 3229.175 + }, + "14": { + "Dice": NaN, + "FN": 1837.7, + "FP": 1456.2, + "IoU": NaN, + "TN": 173324.95357142857, + "TP": 3619.775, + "n_pred": 5075.975, + "n_ref": 5457.475 + }, + "15": { + "Dice": NaN, + "FN": 918.175, + "FP": 1078.5, + "IoU": NaN, + "TN": 177119.75357142856, + "TP": 1122.2, + "n_pred": 2200.7, + "n_ref": 2040.375 + }, + "2": { + "Dice": 0.27101111624159335, + "FN": 1965.9071428571428, + "FP": 1515.0107142857144, + "IoU": 0.225758512729234, + "TN": 174267.20357142857, + "TP": 2490.5071428571428, + "n_pred": 4005.5178571428573, + "n_ref": 4456.414285714285 + }, + "3": { + "Dice": 0.2639696146114621, + "FN": 3332.5142857142855, + "FP": 211.58214285714286, + "IoU": 0.19417787872281372, + "TN": 175354.58214285714, + "TP": 1339.95, + "n_pred": 1551.5321428571428, + "n_ref": 4672.464285714285 + }, + "4": { + "Dice": 0.1895157351206872, + "FN": 607.0714285714286, + "FP": 133.67142857142858, + "IoU": 0.13253578698888108, + "TN": 179187.22857142857, + "TP": 310.65714285714284, + "n_pred": 444.3285714285715, + "n_ref": 917.7285714285714 + }, + "5": { + "Dice": NaN, + "FN": 1058.35, + "FP": 156.4, + "IoU": NaN, + "TN": 178904.05357142858, + "TP": 119.825, + "n_pred": 276.225, + "n_ref": 1178.175 + }, + "6": { + "Dice": 0.46464088953873867, + "FN": 4680.896428571429, + "FP": 5416.921428571428, + "IoU": 0.3985049788439424, + "TN": 157535.14285714287, + "TP": 12605.667857142858, + "n_pred": 18022.589285714283, + "n_ref": 17286.564285714285 + }, + "7": { + "Dice": 0.11217552255736038, + "FN": 7909.025, + "FP": 2673.4928571428572, + "IoU": 0.07672000580731107, + "TN": 167505.71071428573, + "TP": 2150.4, + "n_pred": 4823.892857142857, + "n_ref": 10059.425 + }, + "8": { + "Dice": NaN, + "FN": 2139.15, + "FP": 577.75, + "IoU": NaN, + "TN": 175470.80357142858, + "TP": 2050.925, + "n_pred": 2628.675, + "n_ref": 4190.075 + }, + "9": { + "Dice": 0.4021856033101435, + "FN": 889.0535714285713, + "FP": 651.2642857142857, + "IoU": 0.3217843418383145, + "TN": 177461.5, + "TP": 1236.8107142857143, + "n_pred": 1888.075, + "n_ref": 2125.8642857142854 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_001/summary.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..164853046ffaf967d7a2d0034563bbb879f6d035 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.45098436253110763, + "FN": 65652.78799999999, + "FP": 60097.902666666676, + "IoU": 0.331982753964749, + "TN": 96210272.40666667, + "TP": 120937.74266666666, + "n_pred": 181035.64533333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6308361156926243, + "FN": 46850.66, + "FP": 120868.7, + "IoU": 0.48310194028403397, + "TN": 96141804.0, + "TP": 147437.48, + "n_pred": 268306.18, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4340160578025, + "FN": 41431.48, + "FP": 34001.18, + "IoU": 0.296297932504445, + "TN": 96348737.1, + "TP": 32791.08, + "n_pred": 66792.26, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.3224724085616048, + "FN": 2892.1, + "FP": 182.68, + "IoU": 0.2094032230102489, + "TN": 96453077.78, + "TP": 808.28, + "n_pred": 990.96, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.11074027940692538, + "FN": 3949.34, + "FP": 79.12, + "IoU": 0.06570456926809343, + "TN": 96452645.06, + "TP": 287.32, + "n_pred": 366.44, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.2850855573544481, + "FN": 44873.22, + "FP": 17890.86, + "IoU": 0.17478380823132394, + "TN": 96381211.84, + "TP": 12984.92, + "n_pred": 30875.78, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.560307705940806, + "FN": 69630.48, + "FP": 32878.42, + "IoU": 0.44031552287118225, + "TN": 96285724.28, + "TP": 68727.66, + "n_pred": 101606.08, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4266594745442049, + "FN": 40049.08, + "FP": 4336.42, + "IoU": 0.3192286518959984, + "TN": 96398577.38, + "TP": 13997.96, + "n_pred": 18334.38, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.46826818564575334, + "FN": 88560.54, + "FP": 62912.06, + "IoU": 0.3224733568488729, + "TN": 96237207.08, + "TP": 68281.16, + "n_pred": 131193.22, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4805719631198495, + "FN": 64261.4, + "FP": 116387.22, + "IoU": 0.3317824917648735, + "TN": 96177171.04, + "TP": 99141.18, + "n_pred": 215528.4, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.17028198763674546, + "FN": 24399.54, + "FP": 1066.32, + "IoU": 0.11137837642167893, + "TN": 96429317.02, + "TP": 2177.96, + "n_pred": 3244.28, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2626746578759449, + "FN": 14157.6, + "FP": 1430.22, + "IoU": 0.17238117588114585, + "TN": 96438378.46, + "TP": 2994.56, + "n_pred": 4424.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7935720252180686, + "FN": 284220.06, + "FP": 295575.66, + "IoU": 0.6708930865738416, + "TN": 94802161.56, + "TP": 1075003.56, + "n_pred": 1370579.22, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.44920199285284773, + "FN": 179376.58, + "FP": 186737.0, + "IoU": 0.3058384847107224, + "TN": 95931299.18, + "TP": 159548.08, + "n_pred": 346285.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7683495304227514, + "FN": 40192.4, + "FP": 19324.76, + "IoU": 0.6319323344654344, + "TN": 96305266.9, + "TP": 92176.78, + "n_pred": 111501.54, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6017274958915404, + "FN": 39947.34, + "FP": 7797.92, + "IoU": 0.4442263547393391, + "TN": 96371507.42, + "TP": 37708.16, + "n_pred": 45506.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5843629268430874, + "FN": 10180, + "FP": 107193, + "IoU": 0.4127914830175653, + "TN": 119393437, + "TP": 82510, + "n_pred": 189703, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5472957060993798, + "FN": 36989, + "FP": 26448, + "IoU": 0.37674267805036205, + "TN": 119491537, + "TP": 38346, + "n_pred": 64794, + "n_ref": 75335 + }, + "11": { + "Dice": 0.4369783864754975, + "FN": 2525, + "FP": 106, + "IoU": 0.2795728368017525, + "TN": 119589668, + "TP": 1021, + "n_pred": 1127, + "n_ref": 3546 + }, + "12": { + "Dice": 0.10768581081081081, + "FN": 4210, + "FP": 16, + "IoU": 0.05690694041508592, + "TN": 119588839, + "TP": 255, + "n_pred": 271, + "n_ref": 4465 + }, + "13": { + "Dice": 0.22959374765911758, + "FN": 43562, + "FP": 18146, + "IoU": 0.12968421646474762, + "TN": 119522417, + "TP": 9195, + "n_pred": 27341, + "n_ref": 52757 + }, + "14": { + "Dice": 0.28600397587878224, + "FN": 204468, + "FP": 10312, + "IoU": 0.16686385023875375, + "TN": 119335523, + "TP": 43017, + "n_pred": 53329, + "n_ref": 247485 + }, + "15": { + "Dice": 0.6572544971984665, + "FN": 15033, + "FP": 3563, + "IoU": 0.48948553231208475, + "TN": 119556894, + "TP": 17830, + "n_pred": 21393, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6190270655552695, + "FN": 62635, + "FP": 33574, + "IoU": 0.44825430688413276, + "TN": 119418948, + "TP": 78163, + "n_pred": 111737, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6093405718785868, + "FN": 24915, + "FP": 161603, + "IoU": 0.4381666420668653, + "TN": 119261339, + "TP": 145463, + "n_pred": 307066, + "n_ref": 170378 + }, + "4": { + "Dice": 0.021590793359812607, + "FN": 76856, + "FP": 0, + "IoU": 0.010913209101204571, + "TN": 119515616, + "TP": 848, + "n_pred": 848, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1469, + "IoU": 0.0, + "TN": 119527587, + "TP": 0, + "n_pred": 1469, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8320608911194279, + "FN": 305642, + "FP": 48091, + "IoU": 0.7124180402837341, + "TN": 118363295, + "TP": 876292, + "n_pred": 924383, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 366673, + "IoU": 0.0, + "TN": 119226647, + "TP": 0, + "n_pred": 366673, + "n_ref": 0 + }, + "8": { + "Dice": 0.685907951151288, + "FN": 121966, + "FP": 28725, + "IoU": 0.521963398037617, + "TN": 119278091, + "TP": 164538, + "n_pred": 193263, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5005463635396621, + "FN": 50653, + "FP": 996, + "IoU": 0.33381916677415197, + "TN": 119515790, + "TP": 25881, + "n_pred": 26877, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6714104817892521, + "FN": 16505, + "FP": 151906, + "IoU": 0.5053558473752383, + "TN": 72485191, + "TP": 172058, + "n_pred": 323964, + "n_ref": 188563 + }, + "10": { + "Dice": 0.28158899744617044, + "FN": 44414, + "FP": 78236, + "IoU": 0.1638659185885593, + "TN": 72678973, + "TP": 24037, + "n_pred": 102273, + "n_ref": 68451 + }, + "11": { + "Dice": 0.529393468118196, + "FN": 1396, + "FP": 117, + "IoU": 0.3599830795262267, + "TN": 72823296, + "TP": 851, + "n_pred": 968, + "n_ref": 2247 + }, + "12": { + "Dice": 0.005496392992098935, + "FN": 2866, + "FP": 29, + "IoU": 0.002755769893213917, + "TN": 72822757, + "TP": 8, + "n_pred": 37, + "n_ref": 2874 + }, + "13": { + "Dice": 0.42249491274588397, + "FN": 33054, + "FP": 13773, + "IoU": 0.2678247545187316, + "TN": 72761704, + "TP": 17129, + "n_pred": 30902, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7679745806546959, + "FN": 14530, + "FP": 23150, + "IoU": 0.6233431296107479, + "TN": 72725622, + "TP": 62358, + "n_pred": 85508, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6891330760911653, + "FN": 16674, + "FP": 6609, + "IoU": 0.5257078834793237, + "TN": 72776570, + "TP": 25807, + "n_pred": 32416, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6131919144967387, + "FN": 34265, + "FP": 93888, + "IoU": 0.4421606139354288, + "TN": 72595929, + "TP": 101578, + "n_pred": 195466, + "n_ref": 135843 + }, + "3": { + "Dice": 0.3833964435390441, + "FN": 77838, + "FP": 80766, + "IoU": 0.23716169744075646, + "TN": 72617747, + "TP": 49309, + "n_pred": 130075, + "n_ref": 127147 + }, + "4": { + "Dice": 0.39560875978667875, + "FN": 20037, + "FP": 1269, + "IoU": 0.2465787333356908, + "TN": 72797381, + "TP": 6973, + "n_pred": 8242, + "n_ref": 27010 + }, + "5": { + "Dice": 0.06278730799416975, + "FN": 8359, + "FP": 0, + "IoU": 0.032411158698923484, + "TN": 72817021, + "TP": 280, + "n_pred": 280, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8456612448705013, + "FN": 240148, + "FP": 113053, + "IoU": 0.7325936525241513, + "TN": 71504820, + "TP": 967639, + "n_pred": 1080692, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5086374008540576, + "FN": 111492, + "FP": 134633, + "IoU": 0.3410554892186103, + "TN": 72452146, + "TP": 127389, + "n_pred": 262022, + "n_ref": 238881 + }, + "8": { + "Dice": 0.824572771496823, + "FN": 15564, + "FP": 2575, + "IoU": 0.7015089930721256, + "TN": 72764891, + "TP": 42630, + "n_pred": 45205, + "n_ref": 58194 + }, + "9": { + "Dice": 0.555222869771338, + "FN": 46832, + "FP": 3080, + "IoU": 0.38429655214950964, + "TN": 72744595, + "TP": 31153, + "n_pred": 34233, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.733092855922389, + "FN": 66970, + "FP": 73618, + "IoU": 0.5786476612349735, + "TN": 71475829, + "TP": 193071, + "n_pred": 266689, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6543506590612916, + "FN": 32459, + "FP": 32259, + "IoU": 0.4862713034919072, + "TN": 71683511, + "TP": 61259, + "n_pred": 93518, + "n_ref": 93718 + }, + "11": { + "Dice": 0.36638807318726, + "FN": 2558, + "FP": 247, + "IoU": 0.22428097345132744, + "TN": 71805872, + "TP": 811, + "n_pred": 1058, + "n_ref": 3369 + }, + "12": { + "Dice": 0.017965895249695493, + "FN": 6450, + "FP": 0, + "IoU": 0.009064372407435859, + "TN": 71802979, + "TP": 59, + "n_pred": 59, + "n_ref": 6509 + }, + "13": { + "Dice": 0.36191654314141597, + "FN": 46932, + "FP": 12903, + "IoU": 0.22093901359304202, + "TN": 71732684, + "TP": 16969, + "n_pred": 29872, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6120794347198711, + "FN": 291840, + "FP": 116, + "IoU": 0.4410046583583356, + "TN": 71287201, + "TP": 230331, + "n_pred": 230447, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 5139, + "IoU": 0.0, + "TN": 71623686, + "TP": 0, + "n_pred": 5139, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6122266707730213, + "FN": 47479, + "FP": 78431, + "IoU": 0.4411575419986241, + "TN": 71584183, + "TP": 99395, + "n_pred": 177826, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5485030006269143, + "FN": 85691, + "FP": 77792, + "IoU": 0.37788779505835524, + "TN": 71546701, + "TP": 99304, + "n_pred": 177096, + "n_ref": 184995 + }, + "4": { + "Dice": 0.12349457715084171, + "FN": 13047, + "FP": 126, + "IoU": 0.06581093539465287, + "TN": 71795387, + "TP": 928, + "n_pred": 1054, + "n_ref": 13975 + }, + "5": { + "Dice": 0.4090613952817257, + "FN": 7508, + "FP": 683, + "IoU": 0.2571195356430256, + "TN": 71798462, + "TP": 2835, + "n_pred": 3518, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8793576521555176, + "FN": 127936, + "FP": 179449, + "IoU": 0.7846907212162135, + "TN": 70381844, + "TP": 1120259, + "n_pred": 1299708, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7480263688531201, + "FN": 45019, + "FP": 83066, + "IoU": 0.5974777345493171, + "TN": 71491282, + "TP": 190121, + "n_pred": 273187, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8549072294477307, + "FN": 12512, + "FP": 10815, + "IoU": 0.7465833785985877, + "TN": 71717438, + "TP": 68723, + "n_pred": 79538, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6905341117958699, + "FN": 37062, + "FP": 8734, + "IoU": 0.5273402827949221, + "TN": 71712598, + "TP": 51094, + "n_pred": 59828, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8030676212925375, + "FN": 32094, + "FP": 57217, + "IoU": 0.6709381712605605, + "TN": 135174099, + "TP": 182100, + "n_pred": 239317, + "n_ref": 214194 + }, + "10": { + "Dice": 0.34994915254237285, + "FN": 64488, + "FP": 12218, + "IoU": 0.21208385976806057, + "TN": 135348157, + "TP": 20647, + "n_pred": 32865, + "n_ref": 85135 + }, + "11": { + "Dice": 0.041473396998635746, + "FN": 3471, + "FP": 42, + "IoU": 0.02117581499024798, + "TN": 135441921, + "TP": 76, + "n_pred": 118, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 9, + "IoU": 0.0, + "TN": 135439993, + "TP": 0, + "n_pred": 9, + "n_ref": 5508 + }, + "13": { + "Dice": 0.30010165446322024, + "FN": 30388, + "FP": 17119, + "IoU": 0.17654094155168829, + "TN": 135387818, + "TP": 10185, + "n_pred": 27304, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8442974341724131, + "FN": 30067, + "FP": 11592, + "IoU": 0.7305490695764099, + "TN": 135290903, + "TP": 112948, + "n_pred": 124540, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5522442525240239, + "FN": 30869, + "FP": 2260, + "IoU": 0.38144849605108383, + "TN": 135391951, + "TP": 20430, + "n_pred": 22690, + "n_ref": 51299 + }, + "2": { + "Dice": 0.20326221488772322, + "FN": 181949, + "FP": 34343, + "IoU": 0.11312848016663797, + "TN": 135201628, + "TP": 27590, + "n_pred": 61933, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5156125373752645, + "FN": 35193, + "FP": 324936, + "IoU": 0.34735710881277854, + "TN": 134893709, + "TP": 191672, + "n_pred": 516608, + "n_ref": 226865 + }, + "4": { + "Dice": 0.01812478215406065, + "FN": 36503, + "FP": 118, + "IoU": 0.009145269081955681, + "TN": 135408551, + "TP": 338, + "n_pred": 456, + "n_ref": 36841 + }, + "5": { + "Dice": 0.215509244944654, + "FN": 24559, + "FP": 813, + "IoU": 0.12076792459368611, + "TN": 135416653, + "TP": 3485, + "n_pred": 4298, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8813339098064591, + "FN": 295597, + "FP": 72460, + "IoU": 0.7878435911595204, + "TN": 133710672, + "TP": 1366781, + "n_pred": 1439241, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.19602428417898551, + "FN": 143886, + "FP": 307958, + "IoU": 0.10866237414386264, + "TN": 134938582, + "TP": 55084, + "n_pred": 363042, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5412872938963137, + "FN": 167638, + "FP": 39124, + "IoU": 0.37107189896365966, + "TN": 135116757, + "TP": 121991, + "n_pred": 161115, + "n_ref": 289629 + }, + "9": { + "Dice": 0.20166229610204897, + "FN": 86691, + "FP": 3118, + "IoU": 0.11213816830117052, + "TN": 135344358, + "TP": 11343, + "n_pred": 14461, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5121781097971282, + "FN": 110454, + "FP": 167203, + "IoU": 0.34424692442674715, + "TN": 105330588, + "TP": 145760, + "n_pred": 312963, + "n_ref": 256214 + }, + "10": { + "Dice": 0.19819080692274504, + "FN": 46474, + "FP": 66893, + "IoU": 0.10999544662343576, + "TN": 105626627, + "TP": 14011, + "n_pred": 80904, + "n_ref": 60485 + }, + "11": { + "Dice": 0.42465016146393975, + "FN": 1680, + "FP": 458, + "IoU": 0.26955927570891697, + "TN": 105751078, + "TP": 789, + "n_pred": 1247, + "n_ref": 2469 + }, + "12": { + "Dice": 0.10422474801629852, + "FN": 4161, + "FP": 16, + "IoU": 0.05497737556561086, + "TN": 105749585, + "TP": 243, + "n_pred": 259, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2971106908835041, + "FN": 64012, + "FP": 15903, + "IoU": 0.1744744589638965, + "TN": 105657200, + "TP": 16890, + "n_pred": 32793, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8044155628746772, + "FN": 61106, + "FP": 4928, + "IoU": 0.6728220424220503, + "TN": 105552176, + "TP": 135795, + "n_pred": 140723, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7486835991946724, + "FN": 8595, + "FP": 4387, + "IoU": 0.5983167796033293, + "TN": 105721686, + "TP": 19337, + "n_pred": 23724, + "n_ref": 27932 + }, + "2": { + "Dice": 0.5841439013572853, + "FN": 66621, + "FP": 56210, + "IoU": 0.4125729316116691, + "TN": 105544905, + "TP": 86269, + "n_pred": 142479, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6048390084849383, + "FN": 65354, + "FP": 73291, + "IoU": 0.4335263185850109, + "TN": 105509254, + "TP": 106106, + "n_pred": 179397, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0701112077250469, + "FN": 39322, + "FP": 1316, + "IoU": 0.03632914394119042, + "TN": 105711835, + "TP": 1532, + "n_pred": 2848, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0003115507438274009, + "FN": 12363, + "FP": 472, + "IoU": 0.00015579964166082417, + "TN": 105741168, + "TP": 2, + "n_pred": 474, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7713490144159657, + "FN": 373691, + "FP": 315753, + "IoU": 0.6278015673013179, + "TN": 103901649, + "TP": 1162912, + "n_pred": 1478665, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5252034388506148, + "FN": 83247, + "FP": 251486, + "IoU": 0.3561192456546662, + "TN": 105234137, + "TP": 185135, + "n_pred": 436621, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8308564884247266, + "FN": 12493, + "FP": 18522, + "IoU": 0.7106539789159436, + "TN": 105646815, + "TP": 76175, + "n_pred": 94697, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6922166205377095, + "FN": 30664, + "FP": 8591, + "IoU": 0.5293052591189237, + "TN": 105670607, + "TP": 44143, + "n_pred": 52734, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6540531504055047, + "FN": 20466, + "FP": 225789, + "IoU": 0.48594277746001396, + "TN": 96658838, + "TP": 232787, + "n_pred": 458576, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7143720738260909, + "FN": 26899, + "FP": 41612, + "IoU": 0.5556600469562736, + "TN": 96983694, + "TP": 85675, + "n_pred": 127287, + "n_ref": 112574 + }, + "11": { + "Dice": 0.39399955879108756, + "FN": 2668, + "FP": 79, + "IoU": 0.24532967032967032, + "TN": 97134240, + "TP": 893, + "n_pred": 972, + "n_ref": 3561 + }, + "12": { + "Dice": 0.13856998992950656, + "FN": 4174, + "FP": 103, + "IoU": 0.07444276130707639, + "TN": 97133259, + "TP": 344, + "n_pred": 447, + "n_ref": 4518 + }, + "13": { + "Dice": 0.46484549932825797, + "FN": 29137, + "FP": 18663, + "IoU": 0.30280046674445743, + "TN": 97069320, + "TP": 20760, + "n_pred": 39423, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6648354532253268, + "FN": 131465, + "FP": 2634, + "IoU": 0.49794271038079513, + "TN": 96870781, + "TP": 133000, + "n_pred": 135634, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2566527846403614, + "FN": 16918, + "FP": 14675, + "IoU": 0.14721839825087052, + "TN": 97100833, + "TP": 5454, + "n_pred": 20129, + "n_ref": 22372 + }, + "2": { + "Dice": 0.289469582835472, + "FN": 107357, + "FP": 43090, + "IoU": 0.1692279657413594, + "TN": 96956787, + "TP": 30646, + "n_pred": 73736, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5253988843687125, + "FN": 27635, + "FP": 208723, + "IoU": 0.35629898743416144, + "TN": 96770694, + "TP": 130828, + "n_pred": 339551, + "n_ref": 158463 + }, + "4": { + "Dice": 0.01973352538710839, + "FN": 27222, + "FP": 0, + "IoU": 0.009965085830666279, + "TN": 97110384, + "TP": 274, + "n_pred": 274, + "n_ref": 27496 + }, + "5": { + "Dice": 0.08561991869918699, + "FN": 13959, + "FP": 437, + "IoU": 0.044724618447246185, + "TN": 97122810, + "TP": 674, + "n_pred": 1111, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7704939770899661, + "FN": 326611, + "FP": 372625, + "IoU": 0.6266695426723788, + "TN": 95264912, + "TP": 1173732, + "n_pred": 1546357, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.540548988514773, + "FN": 112444, + "FP": 128618, + "IoU": 0.37037830270484867, + "TN": 96755012, + "TP": 141806, + "n_pred": 270424, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8441190027393565, + "FN": 15429, + "FP": 26168, + "IoU": 0.7302819275858492, + "TN": 96983656, + "TP": 112627, + "n_pred": 138795, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6115764952715941, + "FN": 28937, + "FP": 21419, + "IoU": 0.4404826720296892, + "TN": 97047881, + "TP": 39643, + "n_pred": 61062, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8256431237402957, + "FN": 9038, + "FP": 60427, + "IoU": 0.703059811230422, + "TN": 130532856, + "TP": 164471, + "n_pred": 224898, + "n_ref": 173509 + }, + "10": { + "Dice": 0.234100048939294, + "FN": 66246, + "FP": 5744, + "IoU": 0.13256699440909966, + "TN": 130683800, + "TP": 11002, + "n_pred": 16746, + "n_ref": 77248 + }, + "11": { + "Dice": 0.28448452551752407, + "FN": 3355, + "FP": 136, + "IoU": 0.16583034647550776, + "TN": 130762607, + "TP": 694, + "n_pred": 830, + "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": 0.0565171066650882, + "FN": 58980, + "FP": 20716, + "IoU": 0.02908032113835995, + "TN": 130684709, + "TP": 2387, + "n_pred": 23103, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7914368915649092, + "FN": 46910, + "FP": 12392, + "IoU": 0.6548577281907123, + "TN": 130594973, + "TP": 112517, + "n_pred": 124909, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8396949490304284, + "FN": 6879, + "FP": 1487, + "IoU": 0.7236846451101496, + "TN": 130736515, + "TP": 21911, + "n_pred": 23398, + "n_ref": 28790 + }, + "2": { + "Dice": 0.46304277534247695, + "FN": 109765, + "FP": 21426, + "IoU": 0.30127238931171674, + "TN": 130579035, + "TP": 56566, + "n_pred": 77992, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5964517702861468, + "FN": 29740, + "FP": 154711, + "IoU": 0.4249599391449112, + "TN": 130446030, + "TP": 136311, + "n_pred": 291022, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0033348896151537384, + "FN": 29886, + "FP": 0, + "IoU": 0.0016702298236237307, + "TN": 130736856, + "TP": 50, + "n_pred": 50, + "n_ref": 29936 + }, + "5": { + "Dice": 0.47552235574320667, + "FN": 20328, + "FP": 3895, + "IoU": 0.3119247812748551, + "TN": 130731588, + "TP": 10981, + "n_pred": 14876, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8739540992863402, + "FN": 197976, + "FP": 130606, + "IoU": 0.7761265315494241, + "TN": 129299079, + "TP": 1139131, + "n_pred": 1269737, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6209739261753221, + "FN": 155248, + "FP": 199141, + "IoU": 0.45029890149435237, + "TN": 130122098, + "TP": 290305, + "n_pred": 489446, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7837539759216859, + "FN": 52559, + "FP": 45477, + "IoU": 0.6444041422586554, + "TN": 130491097, + "TP": 177659, + "n_pred": 223136, + "n_ref": 230218 + }, + "9": { + "Dice": 0.4026909842768751, + "FN": 75931, + "FP": 1491, + "IoU": 0.25210587326120554, + "TN": 130663272, + "TP": 26098, + "n_pred": 27589, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6922341792483135, + "FN": 28450, + "FP": 124842, + "IoU": 0.5293257923275794, + "TN": 71910322, + "TP": 172394, + "n_pred": 297236, + "n_ref": 200844 + }, + "10": { + "Dice": 0.20370938652453632, + "FN": 43744, + "FP": 104163, + "IoU": 0.11340558426144606, + "TN": 72069182, + "TP": 18919, + "n_pred": 123082, + "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": 0.35925973857900867, + "FN": 48230, + "FP": 30986, + "IoU": 0.2189619813850765, + "TN": 72134584, + "TP": 22208, + "n_pred": 53194, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1384309511015583, + "FN": 60964, + "FP": 99374, + "IoU": 0.07436251219554436, + "TN": 72062789, + "TP": 12881, + "n_pred": 112255, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0673076923076923, + "FN": 27196, + "FP": 3844, + "IoU": 0.03482587064676617, + "TN": 72203848, + "TP": 1120, + "n_pred": 4964, + "n_ref": 28316 + }, + "2": { + "Dice": 0.003366841421769035, + "FN": 126910, + "FP": 101021, + "IoU": 0.0016862593948737713, + "TN": 72007692, + "TP": 385, + "n_pred": 101406, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5959508814309953, + "FN": 43908, + "FP": 124692, + "IoU": 0.4244515904389325, + "TN": 71943070, + "TP": 124338, + "n_pred": 249030, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 72235857, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "5": { + "Dice": 0.6827645845805894, + "FN": 3095, + "FP": 1674, + "IoU": 0.5183314816685183, + "TN": 72226107, + "TP": 5132, + "n_pred": 6806, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4286585832975787, + "FN": 664082, + "FP": 1595687, + "IoU": 0.27279786476776713, + "TN": 69128524, + "TP": 847715, + "n_pred": 2443402, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.17495733661436919, + "FN": 254014, + "FP": 549981, + "IoU": 0.09586479271109552, + "TN": 71346766, + "TP": 85247, + "n_pred": 635228, + "n_ref": 339261 + }, + "8": { + "Dice": 0.847944142746315, + "FN": 10743, + "FP": 9641, + "IoU": 0.736026936026936, + "TN": 72158788, + "TP": 56836, + "n_pred": 66477, + "n_ref": 67579 + }, + "9": { + "Dice": 0.330247308616693, + "FN": 38009, + "FP": 9086, + "IoU": 0.19778216877320887, + "TN": 72177302, + "TP": 11611, + "n_pred": 20697, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36043795918645266, + "FN": 36057, + "FP": 151799, + "IoU": 0.21983795075397336, + "TN": 52312329, + "TP": 52935, + "n_pred": 204734, + "n_ref": 88992 + }, + "10": { + "Dice": 0.30082151318420974, + "FN": 37407, + "FP": 8041, + "IoU": 0.177039384336804, + "TN": 52497895, + "TP": 9777, + "n_pred": 17818, + "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": 0.1324268533476934, + "FN": 18664, + "FP": 20002, + "IoU": 0.07090852295936756, + "TN": 52511503, + "TP": 2951, + "n_pred": 22953, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2902816099505102, + "FN": 45895, + "FP": 2720, + "IoU": 0.1697832880782827, + "TN": 52494563, + "TP": 9942, + "n_pred": 12662, + "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": 0.4822613834053691, + "FN": 59258, + "FP": 103533, + "IoU": 0.31774995913817167, + "TN": 52314511, + "TP": 75818, + "n_pred": 179351, + "n_ref": 135076 + }, + "3": { + "Dice": 0.028269667837479796, + "FN": 140767, + "FP": 19139, + "IoU": 0.014337491986784358, + "TN": 52390888, + "TP": 2326, + "n_pred": 21465, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 4172, + "IoU": 0.0, + "TN": 52547068, + "TP": 0, + "n_pred": 4172, + "n_ref": 1880 + }, + "5": { + "Dice": 0.496726992683866, + "FN": 3702, + "FP": 1526, + "IoU": 0.33043032786885246, + "TN": 52545312, + "TP": 2580, + "n_pred": 4106, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7935900975829859, + "FN": 183627, + "FP": 122869, + "IoU": 0.6578113259788789, + "TN": 51657427, + "TP": 589197, + "n_pred": 712066, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3014716743502632, + "FN": 154286, + "FP": 25416, + "IoU": 0.1774899304284145, + "TN": 52334640, + "TP": 38778, + "n_pred": 64194, + "n_ref": 193064 + }, + "8": { + "Dice": 0.672239018317624, + "FN": 29292, + "FP": 196, + "IoU": 0.5062952049290115, + "TN": 52493392, + "TP": 30240, + "n_pred": 30436, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6922355496322622, + "FN": 29006, + "FP": 14639, + "IoU": 0.5293273948818601, + "TN": 52460391, + "TP": 49084, + "n_pred": 63723, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7105430454712751, + "FN": 37890, + "FP": 169734, + "IoU": 0.55104053142353, + "TN": 143674794, + "TP": 254832, + "n_pred": 424566, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6726460906691002, + "FN": 46682, + "FP": 3539, + "IoU": 0.5067571549234909, + "TN": 144035432, + "TP": 51597, + "n_pred": 55136, + "n_ref": 98279 + }, + "11": { + "Dice": 0.23406924234821877, + "FN": 5686, + "FP": 420, + "IoU": 0.1325472368234124, + "TN": 144130211, + "TP": 933, + "n_pred": 1353, + "n_ref": 6619 + }, + "12": { + "Dice": 0.07452782031648801, + "FN": 5427, + "FP": 12, + "IoU": 0.03870625662778367, + "TN": 144131592, + "TP": 219, + "n_pred": 231, + "n_ref": 5646 + }, + "13": { + "Dice": 0.16689499752754156, + "FN": 94007, + "FP": 8764, + "IoU": 0.09104497412992527, + "TN": 144024185, + "TP": 10294, + "n_pred": 19058, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5677293410580647, + "FN": 247521, + "FP": 43, + "IoU": 0.3963841174247504, + "TN": 143727115, + "TP": 162571, + "n_pred": 162614, + "n_ref": 410092 + }, + "15": { + "Dice": 0.04332064527823092, + "FN": 21949, + "FP": 9719, + "IoU": 0.022139879573876795, + "TN": 144104865, + "TP": 717, + "n_pred": 10436, + "n_ref": 22666 + }, + "2": { + "Dice": 0.3757649879397619, + "FN": 99324, + "FP": 29299, + "IoU": 0.23134890280632978, + "TN": 143969914, + "TP": 38713, + "n_pred": 68012, + "n_ref": 138037 + }, + "3": { + "Dice": 0.66535967026642, + "FN": 23341, + "FP": 128404, + "IoU": 0.4985310689654033, + "TN": 143834649, + "TP": 150856, + "n_pred": 279260, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.24492824068152166, + "FN": 27345, + "FP": 2170, + "IoU": 0.1395545449244942, + "TN": 144102948, + "TP": 4787, + "n_pred": 6957, + "n_ref": 32132 + }, + "6": { + "Dice": 0.87416093119617, + "FN": 196566, + "FP": 137990, + "IoU": 0.7764528300878203, + "TN": 142640671, + "TP": 1162023, + "n_pred": 1300013, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5346962810297554, + "FN": 103776, + "FP": 149084, + "IoU": 0.36490474575845483, + "TN": 143739105, + "TP": 145285, + "n_pred": 294369, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7846198310458259, + "FN": 51299, + "FP": 46324, + "IoU": 0.6455756405182961, + "TN": 143861809, + "TP": 177818, + "n_pred": 224142, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7635872825434913, + "FN": 30815, + "FP": 8595, + "IoU": 0.6175828441123672, + "TN": 144034195, + "TP": 63645, + "n_pred": 72240, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7424783997146979, + "FN": 30801, + "FP": 96289, + "IoU": 0.5904299373833793, + "TN": 111468619, + "TP": 183211, + "n_pred": 279500, + "n_ref": 214012 + }, + "10": { + "Dice": 0.25051707612369467, + "FN": 38553, + "FP": 6018, + "IoU": 0.14319492502883507, + "TN": 111726900, + "TP": 7449, + "n_pred": 13467, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.24254589442620336, + "FN": 43820, + "FP": 13161, + "IoU": 0.13800980273508412, + "TN": 111712816, + "TP": 9123, + "n_pred": 22284, + "n_ref": 52943 + }, + "14": { + "Dice": 0.70807064889572, + "FN": 12739, + "FP": 52598, + "IoU": 0.5480722674893135, + "TN": 111634346, + "TP": 79237, + "n_pred": 131835, + "n_ref": 91976 + }, + "15": { + "Dice": 0.667513543807211, + "FN": 1799, + "FP": 7100, + "IoU": 0.5009533423059668, + "TN": 111761088, + "TP": 8933, + "n_pred": 16033, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7128576040940595, + "FN": 88186, + "FP": 6975, + "IoU": 0.5538296356032333, + "TN": 111565636, + "TP": 118123, + "n_pred": 125098, + "n_ref": 206309 + }, + "3": { + "Dice": 0.2181014416211881, + "FN": 35564, + "FP": 164301, + "IoU": 0.12239834899446737, + "TN": 111551180, + "TP": 27875, + "n_pred": 192176, + "n_ref": 63439 + }, + "4": { + "Dice": 0.4275596675809555, + "FN": 13457, + "FP": 526, + "IoU": 0.2719083571986462, + "TN": 111759715, + "TP": 5222, + "n_pred": 5748, + "n_ref": 18679 + }, + "5": { + "Dice": 0.12164053751399775, + "FN": 24678, + "FP": 422, + "IoU": 0.06475892391385349, + "TN": 111752082, + "TP": 1738, + "n_pred": 2160, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7938179195422539, + "FN": 412062, + "FP": 15305, + "IoU": 0.6581244510289856, + "TN": 110528854, + "TP": 822699, + "n_pred": 838004, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4330037369829886, + "FN": 139555, + "FP": 119289, + "IoU": 0.27632723012964067, + "TN": 111421239, + "TP": 98837, + "n_pred": 218126, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6837948376008978, + "FN": 131623, + "FP": 3057, + "IoU": 0.5195199480562106, + "TN": 111498617, + "TP": 145623, + "n_pred": 148680, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5618159280521148, + "FN": 48386, + "FP": 1457, + "IoU": 0.3906425742090078, + "TN": 111697124, + "TP": 31953, + "n_pred": 33410, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5646964728465168, + "FN": 59498, + "FP": 103780, + "IoU": 0.393433487874465, + "TN": 198818691, + "TP": 105906, + "n_pred": 209686, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6164013707368452, + "FN": 21576, + "FP": 30140, + "IoU": 0.4455059131311182, + "TN": 198994608, + "TP": 41551, + "n_pred": 71691, + "n_ref": 63127 + }, + "11": { + "Dice": 0.5149991892330145, + "FN": 2847, + "FP": 144, + "IoU": 0.3468006114872243, + "TN": 199083296, + "TP": 1588, + "n_pred": 1732, + "n_ref": 4435 + }, + "12": { + "Dice": 0.1746031746031746, + "FN": 3016, + "FP": 0, + "IoU": 0.09565217391304348, + "TN": 199084540, + "TP": 319, + "n_pred": 319, + "n_ref": 3335 + }, + "13": { + "Dice": 0.054205196828376837, + "FN": 34237, + "FP": 13118, + "IoU": 0.02785761208737067, + "TN": 199039163, + "TP": 1357, + "n_pred": 14475, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5025184836077646, + "FN": 21358, + "FP": 29309, + "IoU": 0.335575750422912, + "TN": 199011618, + "TP": 25590, + "n_pred": 54899, + "n_ref": 46948 + }, + "15": { + "Dice": 0.11653731667867288, + "FN": 129992, + "FP": 6, + "IoU": 0.061873971653725136, + "TN": 198949303, + "TP": 8574, + "n_pred": 8580, + "n_ref": 138566 + }, + "2": { + "Dice": 0.5707336768438053, + "FN": 10838, + "FP": 167778, + "IoU": 0.39931933440051653, + "TN": 198790519, + "TP": 118740, + "n_pred": 286518, + "n_ref": 129578 + }, + "3": { + "Dice": 0.13277554052469015, + "FN": 125247, + "FP": 52201, + "IoU": 0.07110850538129737, + "TN": 198896843, + "TP": 13584, + "n_pred": 65785, + "n_ref": 138831 + }, + "4": { + "Dice": 0.39290294997862335, + "FN": 12525, + "FP": 1675, + "IoU": 0.2444799148709763, + "TN": 199069080, + "TP": 4595, + "n_pred": 6270, + "n_ref": 17120 + }, + "5": { + "Dice": 0.47365144468451315, + "FN": 13601, + "FP": 772, + "IoU": 0.31031669865642997, + "TN": 199067035, + "TP": 6467, + "n_pred": 7239, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8478414970984823, + "FN": 173049, + "FP": 179407, + "IoU": 0.7358722736180274, + "TN": 197753460, + "TP": 981959, + "n_pred": 1161366, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.540601826747699, + "FN": 79410, + "FP": 51060, + "IoU": 0.3704279179293173, + "TN": 198880639, + "TP": 76766, + "n_pred": 127826, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8556365851249464, + "FN": 14402, + "FP": 20676, + "IoU": 0.7476965568829973, + "TN": 198948844, + "TP": 103953, + "n_pred": 124629, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8189884696855708, + "FN": 26652, + "FP": 7273, + "IoU": 0.6934635680208183, + "TN": 198977203, + "TP": 76747, + "n_pred": 84020, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6678824599818031, + "FN": 17376, + "FP": 148711, + "IoU": 0.5013690158097308, + "TN": 130742106, + "TP": 166999, + "n_pred": 315710, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3822335185510656, + "FN": 40312, + "FP": 96771, + "IoU": 0.23627236868495533, + "TN": 130895700, + "TP": 42409, + "n_pred": 139180, + "n_ref": 82721 + }, + "11": { + "Dice": 0.4587470044505306, + "FN": 2731, + "FP": 431, + "IoU": 0.29764549089293646, + "TN": 131070690, + "TP": 1340, + "n_pred": 1771, + "n_ref": 4071 + }, + "12": { + "Dice": 0.36814712005551703, + "FN": 3574, + "FP": 68, + "IoU": 0.22560068041675527, + "TN": 131070489, + "TP": 1061, + "n_pred": 1129, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2226753670473083, + "FN": 74051, + "FP": 38403, + "IoU": 0.1252868288205599, + "TN": 130946631, + "TP": 16107, + "n_pred": 54510, + "n_ref": 90158 + }, + "14": { + "Dice": 0.1454990678131174, + "FN": 43541, + "FP": 110000, + "IoU": 0.07845726323876288, + "TN": 130908579, + "TP": 13072, + "n_pred": 123072, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6242514757129649, + "FN": 5635, + "FP": 20782, + "IoU": 0.45375405802195984, + "TN": 131026831, + "TP": 21944, + "n_pred": 42726, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3430549375196049, + "FN": 113229, + "FP": 66883, + "IoU": 0.2070406227023981, + "TN": 130848053, + "TP": 47027, + "n_pred": 113910, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6197008747266479, + "FN": 31377, + "FP": 163397, + "IoU": 0.4489612891726809, + "TN": 130721725, + "TP": 158693, + "n_pred": 322090, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 33, + "IoU": 0.0, + "TN": 131002079, + "TP": 0, + "n_pred": 33, + "n_ref": 73080 + }, + "5": { + "Dice": 0.15301496615537477, + "FN": 13467, + "FP": 172, + "IoU": 0.08284580727590612, + "TN": 131060321, + "TP": 1232, + "n_pred": 1404, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6929662896303002, + "FN": 221325, + "FP": 883374, + "IoU": 0.5301824154438157, + "TN": 128723856, + "TP": 1246637, + "n_pred": 2130011, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3524275861549495, + "FN": 449650, + "FP": 753965, + "IoU": 0.2139071904781809, + "TN": 129544056, + "TP": 327521, + "n_pred": 1081486, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7964268032804529, + "FN": 35688, + "FP": 11599, + "IoU": 0.6617186270441962, + "TN": 130935406, + "TP": 92499, + "n_pred": 104098, + "n_ref": 128187 + }, + "9": { + "Dice": 0.48027639126871785, + "FN": 39756, + "FP": 16054, + "IoU": 0.3160287755677292, + "TN": 130993595, + "TP": 25787, + "n_pred": 41841, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.683655622155716, + "FN": 13259, + "FP": 173940, + "IoU": 0.5193592449380966, + "TN": 101227722, + "TP": 202279, + "n_pred": 376219, + "n_ref": 215538 + }, + "10": { + "Dice": 0.1379531378578544, + "FN": 37860, + "FP": 61659, + "IoU": 0.07408682384027093, + "TN": 101509718, + "TP": 7963, + "n_pred": 69622, + "n_ref": 45823 + }, + "11": { + "Dice": 0.5099309761938301, + "FN": 3149, + "FP": 330, + "IoU": 0.3422197012667801, + "TN": 101611911, + "TP": 1810, + "n_pred": 2140, + "n_ref": 4959 + }, + "12": { + "Dice": 0.002544066872614937, + "FN": 5483, + "FP": 6, + "IoU": 0.0012736535662299854, + "TN": 101611704, + "TP": 7, + "n_pred": 13, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4681322394728443, + "FN": 35148, + "FP": 21514, + "IoU": 0.3055957253854261, + "TN": 101535602, + "TP": 24936, + "n_pred": 46450, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8571553648820207, + "FN": 12820, + "FP": 3495, + "IoU": 0.7500191526852065, + "TN": 101551935, + "TP": 48950, + "n_pred": 52445, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7864143984153547, + "FN": 10239, + "FP": 2269, + "IoU": 0.6480090052061348, + "TN": 101581665, + "TP": 23027, + "n_pred": 25296, + "n_ref": 33266 + }, + "2": { + "Dice": 0.3425725605979621, + "FN": 131965, + "FP": 23013, + "IoU": 0.20668932615327915, + "TN": 101421844, + "TP": 40378, + "n_pred": 63391, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6059342844008943, + "FN": 18751, + "FP": 181845, + "IoU": 0.4346525975215532, + "TN": 101262381, + "TP": 154223, + "n_pred": 336068, + "n_ref": 172974 + }, + "4": { + "Dice": 0.05266293339687835, + "FN": 15771, + "FP": 131, + "IoU": 0.02704356338717572, + "TN": 101600856, + "TP": 442, + "n_pred": 573, + "n_ref": 16213 + }, + "5": { + "Dice": 0.43946062365390015, + "FN": 20985, + "FP": 2959, + "IoU": 0.2816081608160816, + "TN": 101583870, + "TP": 9386, + "n_pred": 12345, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8491747894155403, + "FN": 377241, + "FP": 33566, + "IoU": 0.7378833741261864, + "TN": 100049932, + "TP": 1156461, + "n_pred": 1190027, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7067066276168319, + "FN": 96888, + "FP": 177805, + "IoU": 0.546439533912228, + "TN": 101011563, + "TP": 330944, + "n_pred": 508749, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7520075624447057, + "FN": 76818, + "FP": 25495, + "IoU": 0.6025738136024457, + "TN": 101359761, + "TP": 155126, + "n_pred": 180621, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6326430493406872, + "FN": 38442, + "FP": 10980, + "IoU": 0.4626758572702168, + "TN": 101525222, + "TP": 42556, + "n_pred": 53536, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6404967407049734, + "FN": 41801, + "FP": 148799, + "IoU": 0.47112556466918987, + "TN": 118821824, + "TP": 169788, + "n_pred": 318587, + "n_ref": 211589 + }, + "10": { + "Dice": 0.536732668588441, + "FN": 23959, + "FP": 74073, + "IoU": 0.36680424490217733, + "TN": 119027391, + "TP": 56789, + "n_pred": 130862, + "n_ref": 80748 + }, + "11": { + "Dice": 0.42109199700822736, + "FN": 2912, + "FP": 184, + "IoU": 0.2666982472761724, + "TN": 119177990, + "TP": 1126, + "n_pred": 1310, + "n_ref": 4038 + }, + "12": { + "Dice": 0.027866605756052994, + "FN": 4074, + "FP": 182, + "IoU": 0.014130182997451933, + "TN": 119177895, + "TP": 61, + "n_pred": 243, + "n_ref": 4135 + }, + "13": { + "Dice": 0.17017807875595686, + "FN": 24933, + "FP": 54471, + "IoU": 0.09300253580974574, + "TN": 119094666, + "TP": 8142, + "n_pred": 62613, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 19436, + "IoU": 0.0, + "TN": 119096909, + "TP": 0, + "n_pred": 19436, + "n_ref": 65867 + }, + "15": { + "Dice": 0.26121969633420017, + "FN": 17606, + "FP": 8, + "IoU": 0.15023157082207642, + "TN": 119161484, + "TP": 3114, + "n_pred": 3122, + "n_ref": 20720 + }, + "2": { + "Dice": 0.40150233639055327, + "FN": 104598, + "FP": 160403, + "IoU": 0.2511748033988058, + "TN": 118828323, + "TP": 88888, + "n_pred": 249291, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5074446990961295, + "FN": 98472, + "FP": 92802, + "IoU": 0.339983851043126, + "TN": 118892410, + "TP": 98528, + "n_pred": 191330, + "n_ref": 197000 + }, + "4": { + "Dice": 0.1118017639647207, + "FN": 40675, + "FP": 1621, + "IoU": 0.05921081898660972, + "TN": 119137254, + "TP": 2662, + "n_pred": 4283, + "n_ref": 43337 + }, + "5": { + "Dice": 0.21658986175115208, + "FN": 15560, + "FP": 80, + "IoU": 0.12144702842377261, + "TN": 119164410, + "TP": 2162, + "n_pred": 2242, + "n_ref": 17722 + }, + "6": { + "Dice": 0.7826488027161157, + "FN": 279602, + "FP": 530933, + "IoU": 0.6429112687138576, + "TN": 116912370, + "TP": 1459307, + "n_pred": 1990240, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5491474101540949, + "FN": 105026, + "FP": 211225, + "IoU": 0.3784997966005766, + "TN": 118673361, + "TP": 192600, + "n_pred": 403825, + "n_ref": 297626 + }, + "8": { + "Dice": 0.813670232796459, + "FN": 16262, + "FP": 13921, + "IoU": 0.6858718842691367, + "TN": 119086127, + "TP": 65902, + "n_pred": 79823, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6546589888219614, + "FN": 41069, + "FP": 5829, + "IoU": 0.48661193212917353, + "TN": 119090862, + "TP": 44452, + "n_pred": 50281, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 247853, + "IoU": 0.0, + "TN": 61084627, + "TP": 0, + "n_pred": 247853, + "n_ref": 0 + }, + "10": { + "Dice": 0.47804400379448575, + "FN": 18806, + "FP": 15308, + "IoU": 0.31409843976194307, + "TN": 61282744, + "TP": 15622, + "n_pred": 30930, + "n_ref": 34428 + }, + "11": { + "Dice": 0.5882936507936508, + "FN": 2085, + "FP": 405, + "IoU": 0.41672522839072385, + "TN": 61328211, + "TP": 1779, + "n_pred": 2184, + "n_ref": 3864 + }, + "12": { + "Dice": 0.03683464885650678, + "FN": 4759, + "FP": 0, + "IoU": 0.018762886597938143, + "TN": 61327630, + "TP": 91, + "n_pred": 91, + "n_ref": 4850 + }, + "13": { + "Dice": 0.31889635868342786, + "FN": 39936, + "FP": 14570, + "IoU": 0.1896946451401897, + "TN": 61265214, + "TP": 12760, + "n_pred": 27330, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8622393796695342, + "FN": 63304, + "FP": 2928, + "IoU": 0.7578390078390078, + "TN": 61058976, + "TP": 207272, + "n_pred": 210200, + "n_ref": 270576 + }, + "15": { + "Dice": 0.11660833747736421, + "FN": 92014, + "FP": 2137, + "IoU": 0.06191401384944951, + "TN": 61232115, + "TP": 6214, + "n_pred": 8351, + "n_ref": 98228 + }, + "2": { + "Dice": 0.41247545916936396, + "FN": 106527, + "FP": 48489, + "IoU": 0.25982304434396053, + "TN": 61123049, + "TP": 54415, + "n_pred": 102904, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5550847292748886, + "FN": 57318, + "FP": 57023, + "IoU": 0.3841642070793028, + "TN": 61146812, + "TP": 71327, + "n_pred": 128350, + "n_ref": 128645 + }, + "4": { + "Dice": 0.2690051478510715, + "FN": 35448, + "FP": 1188, + "IoU": 0.15540493810083686, + "TN": 61289103, + "TP": 6741, + "n_pred": 7929, + "n_ref": 42189 + }, + "5": { + "Dice": 0.08514895509115163, + "FN": 8189, + "FP": 41, + "IoU": 0.04446766515732033, + "TN": 61323867, + "TP": 383, + "n_pred": 424, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7504344626753507, + "FN": 247455, + "FP": 390155, + "IoU": 0.6005563055796572, + "TN": 59736235, + "TP": 958635, + "n_pred": 1348790, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.17765469313137774, + "FN": 165064, + "FP": 197499, + "IoU": 0.09748684426698795, + "TN": 60930754, + "TP": 39163, + "n_pred": 236662, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6276404211337419, + "FN": 39857, + "FP": 10400, + "IoU": 0.4573440013820954, + "TN": 61239867, + "TP": 42356, + "n_pred": 52756, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6798092539479595, + "FN": 24028, + "FP": 13036, + "IoU": 0.5149326004449679, + "TN": 61256070, + "TP": 39346, + "n_pred": 52382, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.723523142163866, + "FN": 17630, + "FP": 104288, + "IoU": 0.566812580833132, + "TN": 148826056, + "TP": 159526, + "n_pred": 263814, + "n_ref": 177156 + }, + "10": { + "Dice": 0.0609337262635439, + "FN": 70052, + "FP": 14710, + "IoU": 0.03142426181552244, + "TN": 149019988, + "TP": 2750, + "n_pred": 17460, + "n_ref": 72802 + }, + "11": { + "Dice": 0.5162523900573613, + "FN": 1659, + "FP": 112, + "IoU": 0.3479381443298969, + "TN": 149104784, + "TP": 945, + "n_pred": 1057, + "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": 0.07658929960293094, + "FN": 80625, + "FP": 9607, + "IoU": 0.039819524549343434, + "TN": 149013526, + "TP": 3742, + "n_pred": 13349, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8028225044505664, + "FN": 12343, + "FP": 27309, + "IoU": 0.6705960539979231, + "TN": 148987125, + "TP": 80723, + "n_pred": 108032, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7320954063041991, + "FN": 15038, + "FP": 1799, + "IoU": 0.5774057527232569, + "TN": 149067658, + "TP": 23005, + "n_pred": 24804, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5988622194513715, + "FN": 80158, + "FP": 22790, + "IoU": 0.4274113707910164, + "TN": 148927706, + "TP": 76846, + "n_pred": 99636, + "n_ref": 157004 + }, + "3": { + "Dice": 0.00907761695885544, + "FN": 59133, + "FP": 148928, + "IoU": 0.004559503191173797, + "TN": 148898486, + "TP": 953, + "n_pred": 149881, + "n_ref": 60086 + }, + "4": { + "Dice": 0.18114641613005383, + "FN": 23259, + "FP": 12, + "IoU": 0.0995937318630296, + "TN": 149081655, + "TP": 2574, + "n_pred": 2586, + "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": 0.7069633784552405, + "FN": 368989, + "FP": 242041, + "IoU": 0.546746601508199, + "TN": 147759402, + "TP": 737068, + "n_pred": 979109, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.23988017575306775, + "FN": 216116, + "FP": 157904, + "IoU": 0.1362862757685833, + "TN": 148674463, + "TP": 59017, + "n_pred": 216921, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7962303025678202, + "FN": 72554, + "FP": 7555, + "IoU": 0.6614473717574866, + "TN": 148870878, + "TP": 156513, + "n_pred": 164068, + "n_ref": 229067 + }, + "9": { + "Dice": 0.43653834351794213, + "FN": 62591, + "FP": 1678, + "IoU": 0.2792126955644031, + "TN": 149018335, + "TP": 24896, + "n_pred": 26574, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24431268554654925, + "FN": 397916, + "FP": 327036, + "IoU": 0.13915500985584345, + "TN": 99870660, + "TP": 117188, + "n_pred": 444224, + "n_ref": 515104 + }, + "10": { + "Dice": 0.20252281226059451, + "FN": 25121, + "FP": 80016, + "IoU": 0.11267058833458522, + "TN": 100594313, + "TP": 13350, + "n_pred": 93366, + "n_ref": 38471 + }, + "11": { + "Dice": 0.06146445750935329, + "FN": 3366, + "FP": 146, + "IoU": 0.03170664460987042, + "TN": 100709173, + "TP": 115, + "n_pred": 261, + "n_ref": 3481 + }, + "12": { + "Dice": 0.07423946413619871, + "FN": 5607, + "FP": 1027, + "IoU": 0.03855072463768116, + "TN": 100705900, + "TP": 266, + "n_pred": 1293, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 15198, + "IoU": 0.0, + "TN": 100658447, + "TP": 0, + "n_pred": 15198, + "n_ref": 39155 + }, + "14": { + "Dice": 0.23734520318582938, + "FN": 127954, + "FP": 38757, + "IoU": 0.13465211884641737, + "TN": 100520148, + "TP": 25941, + "n_pred": 64698, + "n_ref": 153895 + }, + "15": { + "Dice": 6.297956313176375e-05, + "FN": 95263, + "FP": 0, + "IoU": 3.149077320345139e-05, + "TN": 100617534, + "TP": 3, + "n_pred": 3, + "n_ref": 95266 + }, + "2": { + "Dice": 0.09304929132339865, + "FN": 215785, + "FP": 122845, + "IoU": 0.0487948067561608, + "TN": 100356799, + "TP": 17371, + "n_pred": 140216, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4444542057768175, + "FN": 142999, + "FP": 59358, + "IoU": 0.28572235380493677, + "TN": 100429497, + "TP": 80946, + "n_pred": 140304, + "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": 0.0, + "FN": 16473, + "FP": 15, + "IoU": 0.0, + "TN": 100696312, + "TP": 0, + "n_pred": 15, + "n_ref": 16473 + }, + "6": { + "Dice": 0.43276217516141396, + "FN": 1315354, + "FP": 684127, + "IoU": 0.27613050699946273, + "TN": 97950588, + "TP": 762731, + "n_pred": 1446858, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.11185901459200619, + "FN": 145119, + "FP": 286474, + "IoU": 0.05924293548865232, + "TN": 100254028, + "TP": 27179, + "n_pred": 313653, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6196391502661891, + "FN": 40181, + "FP": 40624, + "IoU": 0.448896497162811, + "TN": 100566176, + "TP": 65819, + "n_pred": 106443, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4951224965662631, + "FN": 63103, + "FP": 15928, + "IoU": 0.3290118268340932, + "TN": 100595017, + "TP": 38752, + "n_pred": 54680, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47612011187925485, + "FN": 23702, + "FP": 95422, + "IoU": 0.31243939603823245, + "TN": 78777444, + "TP": 54132, + "n_pred": 149554, + "n_ref": 77834 + }, + "10": { + "Dice": 0.11976601697070588, + "FN": 36354, + "FP": 1717, + "IoU": 0.0636974004574408, + "TN": 78910039, + "TP": 2590, + "n_pred": 4307, + "n_ref": 38944 + }, + "11": { + "Dice": 0.27480106100795754, + "FN": 1109, + "FP": 258, + "IoU": 0.15928659286592867, + "TN": 78949074, + "TP": 259, + "n_pred": 517, + "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": 0.14954795731085582, + "FN": 53905, + "FP": 8650, + "IoU": 0.08081698626111233, + "TN": 78882645, + "TP": 5500, + "n_pred": 14150, + "n_ref": 59405 + }, + "14": { + "Dice": 0.08214189213002666, + "FN": 20277, + "FP": 135981, + "IoU": 0.04283001531393568, + "TN": 78787450, + "TP": 6992, + "n_pred": 142973, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6284180016626598, + "FN": 31150, + "FP": 1926, + "IoU": 0.45817020230977146, + "TN": 78889655, + "TP": 27969, + "n_pred": 29895, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5347092770156384, + "FN": 52218, + "FP": 31150, + "IoU": 0.36491685139901425, + "TN": 78819429, + "TP": 47903, + "n_pred": 79053, + "n_ref": 100121 + }, + "3": { + "Dice": 0.19274903644282895, + "FN": 69299, + "FP": 59510, + "IoU": 0.10665316568067856, + "TN": 78806513, + "TP": 15378, + "n_pred": 74888, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8367188510803467, + "FN": 4194, + "FP": 854, + "IoU": 0.7192748303859415, + "TN": 78932718, + "TP": 12934, + "n_pred": 13788, + "n_ref": 17128 + }, + "5": { + "Dice": 0.07585293143424975, + "FN": 33424, + "FP": 56, + "IoU": 0.03942158719228783, + "TN": 78915846, + "TP": 1374, + "n_pred": 1430, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7128906163733133, + "FN": 303583, + "FP": 21432, + "IoU": 0.5538694888266623, + "TN": 78222180, + "TP": 403505, + "n_pred": 424937, + "n_ref": 707088 + }, + "7": { + "Dice": 0.1913860537226483, + "FN": 639639, + "FP": 48823, + "IoU": 0.10581918497121838, + "TN": 78180764, + "TP": 81474, + "n_pred": 130297, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5527280032492347, + "FN": 204546, + "FP": 284, + "IoU": 0.3819102452684434, + "TN": 78619308, + "TP": 126562, + "n_pred": 126846, + "n_ref": 331108 + }, + "9": { + "Dice": 0.2695146665088827, + "FN": 47938, + "FP": 1445, + "IoU": 0.15574513189612432, + "TN": 78892207, + "TP": 9110, + "n_pred": 10555, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.663217673550141, + "FN": 11096, + "FP": 128148, + "IoU": 0.4961298937213451, + "TN": 104728091, + "TP": 137105, + "n_pred": 265253, + "n_ref": 148201 + }, + "10": { + "Dice": 0.636511416906094, + "FN": 36723, + "FP": 20967, + "IoU": 0.46682563007735606, + "TN": 104896239, + "TP": 50511, + "n_pred": 71478, + "n_ref": 87234 + }, + "11": { + "Dice": 0.28011093502377177, + "FN": 3624, + "FP": 10, + "IoU": 0.16286569914766183, + "TN": 105000099, + "TP": 707, + "n_pred": 717, + "n_ref": 4331 + }, + "12": { + "Dice": 0.28030954428202925, + "FN": 4018, + "FP": 167, + "IoU": 0.163, + "TN": 104999440, + "TP": 815, + "n_pred": 982, + "n_ref": 4833 + }, + "13": { + "Dice": 0.2175828344996206, + "FN": 67495, + "FP": 6747, + "IoU": 0.12207177910483061, + "TN": 104919875, + "TP": 10323, + "n_pred": 17070, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8214121132323897, + "FN": 20173, + "FP": 1529, + "IoU": 0.696945999916214, + "TN": 104932829, + "TP": 49909, + "n_pred": 51438, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7616608382997586, + "FN": 8896, + "FP": 782, + "IoU": 0.6150664227189563, + "TN": 104979298, + "TP": 15464, + "n_pred": 16246, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5590877625383205, + "FN": 97254, + "FP": 18668, + "IoU": 0.3880095872620342, + "TN": 104815022, + "TP": 73496, + "n_pred": 92164, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6811060946924469, + "FN": 20634, + "FP": 103822, + "IoU": 0.5164222019311095, + "TN": 104747075, + "TP": 132909, + "n_pred": 236731, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.35030103995621237, + "FN": 21760, + "FP": 9102, + "IoU": 0.21234240212342403, + "TN": 104965258, + "TP": 8320, + "n_pred": 17422, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8728810461020997, + "FN": 161482, + "FP": 151448, + "IoU": 0.7744356024565349, + "TN": 103617120, + "TP": 1074390, + "n_pred": 1225838, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.454732086884532, + "FN": 87556, + "FP": 254273, + "IoU": 0.29427394630082687, + "TN": 104520075, + "TP": 142536, + "n_pred": 396809, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7444538498837104, + "FN": 139717, + "FP": 15756, + "IoU": 0.5929322867301681, + "TN": 104622506, + "TP": 226461, + "n_pred": 242217, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7980661066034801, + "FN": 26866, + "FP": 6882, + "IoU": 0.6639850252897368, + "TN": 104904004, + "TP": 66688, + "n_pred": 73570, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6223536677417141, + "FN": 191381, + "FP": 83791, + "IoU": 0.45175140612578724, + "TN": 177174377, + "TP": 226739, + "n_pred": 310530, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3236868934182113, + "FN": 51800, + "FP": 32449, + "IoU": 0.1930945311751748, + "TN": 177571878, + "TP": 20161, + "n_pred": 52610, + "n_ref": 71961 + }, + "11": { + "Dice": 0.3539402173913043, + "FN": 3701, + "FP": 103, + "IoU": 0.21502269913330582, + "TN": 177671442, + "TP": 1042, + "n_pred": 1145, + "n_ref": 4743 + }, + "12": { + "Dice": 0.022390891840607212, + "FN": 5139, + "FP": 13, + "IoU": 0.011322203032047591, + "TN": 177671077, + "TP": 59, + "n_pred": 72, + "n_ref": 5198 + }, + "13": { + "Dice": 0.24298590576065196, + "FN": 65127, + "FP": 9370, + "IoU": 0.13829479601633257, + "TN": 177589835, + "TP": 11956, + "n_pred": 21326, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8159665380593517, + "FN": 19672, + "FP": 5847, + "IoU": 0.689141451054914, + "TN": 177594196, + "TP": 56573, + "n_pred": 62420, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8164165529786267, + "FN": 5216, + "FP": 2858, + "IoU": 0.6897836861720521, + "TN": 177650261, + "TP": 17953, + "n_pred": 20811, + "n_ref": 23169 + }, + "2": { + "Dice": 0.47919323275045766, + "FN": 138457, + "FP": 26545, + "IoU": 0.3150914653129164, + "TN": 177435377, + "TP": 75909, + "n_pred": 102454, + "n_ref": 214366 + }, + "3": { + "Dice": 0.685737080078536, + "FN": 19667, + "FP": 152078, + "IoU": 0.521765523232987, + "TN": 177317165, + "TP": 187378, + "n_pred": 339456, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 1069, + "IoU": 0.0, + "TN": 177640786, + "TP": 0, + "n_pred": 1069, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6495549813379271, + "FN": 14213, + "FP": 4096, + "IoU": 0.4809932817416447, + "TN": 177641011, + "TP": 16968, + "n_pred": 21064, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8374233736381603, + "FN": 304576, + "FP": 278223, + "IoU": 0.720316712592776, + "TN": 175592506, + "TP": 1500983, + "n_pred": 1779206, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5909319876069271, + "FN": 111274, + "FP": 244418, + "IoU": 0.41937790256364216, + "TN": 177063683, + "TP": 256913, + "n_pred": 501331, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7848999100803785, + "FN": 27922, + "FP": 66089, + "IoU": 0.6459549436230388, + "TN": 177410754, + "TP": 171523, + "n_pred": 237612, + "n_ref": 199445 + }, + "9": { + "Dice": 0.732659920871118, + "FN": 51522, + "FP": 9562, + "IoU": 0.5781083806445374, + "TN": 177531502, + "TP": 83702, + "n_pred": 93264, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7972824363953396, + "FN": 26113, + "FP": 55733, + "IoU": 0.6629008010873371, + "TN": 193762740, + "TP": 160949, + "n_pred": 216682, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3817296278192864, + "FN": 65179, + "FP": 5655, + "IoU": 0.23588742300514556, + "TN": 193912834, + "TP": 21867, + "n_pred": 27522, + "n_ref": 87046 + }, + "11": { + "Dice": 0.08073959938366718, + "FN": 2981, + "FP": 2, + "IoU": 0.042068079640333975, + "TN": 194002421, + "TP": 131, + "n_pred": 133, + "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": 0.2890647496301298, + "FN": 52321, + "FP": 19278, + "IoU": 0.16895130868783007, + "TN": 193919380, + "TP": 14556, + "n_pred": 33834, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7651646698762435, + "FN": 10024, + "FP": 30413, + "IoU": 0.6196491558105629, + "TN": 193899220, + "TP": 65878, + "n_pred": 96291, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6373702045919939, + "FN": 3380, + "FP": 16631, + "IoU": 0.46775008644306726, + "TN": 193967938, + "TP": 17586, + "n_pred": 34217, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6690839348132008, + "FN": 20985, + "FP": 95651, + "IoU": 0.5027243658068642, + "TN": 193770985, + "TP": 117914, + "n_pred": 213565, + "n_ref": 138899 + }, + "3": { + "Dice": 0.2131820904604794, + "FN": 112134, + "FP": 53370, + "IoU": 0.11930823466808567, + "TN": 193817610, + "TP": 22421, + "n_pred": 75791, + "n_ref": 134555 + }, + "4": { + "Dice": 0.31314623338257014, + "FN": 17001, + "FP": 669, + "IoU": 0.18563922942206654, + "TN": 193983837, + "TP": 4028, + "n_pred": 4697, + "n_ref": 21029 + }, + "5": { + "Dice": 0.14234720799577863, + "FN": 24977, + "FP": 2654, + "IoU": 0.07662745622243015, + "TN": 193975611, + "TP": 2293, + "n_pred": 4947, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7703966280577946, + "FN": 271801, + "FP": 391854, + "IoU": 0.626540757480946, + "TN": 192228487, + "TP": 1113393, + "n_pred": 1505247, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6765921704331287, + "FN": 127037, + "FP": 59319, + "IoU": 0.5112499377116166, + "TN": 193624244, + "TP": 194935, + "n_pred": 254254, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8273170914736099, + "FN": 65006, + "FP": 8631, + "IoU": 0.705490875204473, + "TN": 193755502, + "TP": 176396, + "n_pred": 185027, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5779059334397239, + "FN": 56229, + "FP": 5398, + "IoU": 0.40637672783316475, + "TN": 193901720, + "TP": 42188, + "n_pred": 47586, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7092762704794793, + "FN": 4773, + "FP": 85140, + "IoU": 0.5495182696787964, + "TN": 99456207, + "TP": 109680, + "n_pred": 194820, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6763827114385631, + "FN": 31842, + "FP": 6284, + "IoU": 0.51101078633816, + "TN": 99577831, + "TP": 39843, + "n_pred": 46127, + "n_ref": 71685 + }, + "11": { + "Dice": 0.16846869499622832, + "FN": 3307, + "FP": 0, + "IoU": 0.09198242723778144, + "TN": 99652158, + "TP": 335, + "n_pred": 335, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.1485986331874376, + "FN": 40593, + "FP": 14846, + "IoU": 0.08026278680093568, + "TN": 99595523, + "TP": 4838, + "n_pred": 19684, + "n_ref": 45431 + }, + "14": { + "Dice": 0.32725845342903603, + "FN": 33714, + "FP": 50265, + "IoU": 0.19564197116996312, + "TN": 99551395, + "TP": 20426, + "n_pred": 70691, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6199037171493963, + "FN": 18310, + "FP": 5771, + "IoU": 0.4491742531680315, + "TN": 99612082, + "TP": 19637, + "n_pred": 25408, + "n_ref": 37947 + }, + "2": { + "Dice": 0.5303387067560225, + "FN": 69368, + "FP": 11015, + "IoU": 0.36085777668227753, + "TN": 99530033, + "TP": 45384, + "n_pred": 56399, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7216250242107302, + "FN": 19488, + "FP": 60998, + "IoU": 0.5644861937047839, + "TN": 99470993, + "TP": 104321, + "n_pred": 165319, + "n_ref": 123809 + }, + "4": { + "Dice": 0.3745754076086957, + "FN": 14495, + "FP": 235, + "IoU": 0.23044773000365706, + "TN": 99636659, + "TP": 4411, + "n_pred": 4646, + "n_ref": 18906 + }, + "5": { + "Dice": 0.12824129326244982, + "FN": 6375, + "FP": 1660, + "IoU": 0.06851379550197079, + "TN": 99647174, + "TP": 591, + "n_pred": 2251, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8551298536368543, + "FN": 276747, + "FP": 88291, + "IoU": 0.7469230081274322, + "TN": 98213401, + "TP": 1077361, + "n_pred": 1165652, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.3548127203717716, + "FN": 51149, + "FP": 370077, + "IoU": 0.21566707010520436, + "TN": 99118750, + "TP": 115824, + "n_pred": 485901, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7358629965711254, + "FN": 23234, + "FP": 32538, + "IoU": 0.582106998351566, + "TN": 99522340, + "TP": 77688, + "n_pred": 110226, + "n_ref": 100922 + }, + "9": { + "Dice": 0.44478360928210703, + "FN": 67703, + "FP": 1779, + "IoU": 0.285994676970189, + "TN": 99558487, + "TP": 27831, + "n_pred": 29610, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6481499048064397, + "FN": 204356, + "FP": 58995, + "IoU": 0.4794539772648657, + "TN": 62577607, + "TP": 242562, + "n_pred": 301557, + "n_ref": 446918 + }, + "10": { + "Dice": 0.3986119797445881, + "FN": 51087, + "FP": 8531, + "IoU": 0.2489165490828462, + "TN": 63004144, + "TP": 19758, + "n_pred": 28289, + "n_ref": 70845 + }, + "11": { + "Dice": 0.4531480311644557, + "FN": 2469, + "FP": 128, + "IoU": 0.2929485434249932, + "TN": 63079847, + "TP": 1076, + "n_pred": 1204, + "n_ref": 3545 + }, + "12": { + "Dice": 0.29425723777883245, + "FN": 2882, + "FP": 92, + "IoU": 0.17250973845297718, + "TN": 63079926, + "TP": 620, + "n_pred": 712, + "n_ref": 3502 + }, + "13": { + "Dice": 0.2224075300998378, + "FN": 35920, + "FP": 32152, + "IoU": 0.1251172773657897, + "TN": 63005713, + "TP": 9735, + "n_pred": 41887, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1903, + "IoU": 0.0, + "TN": 63081617, + "TP": 0, + "n_pred": 1903, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6661308888764108, + "FN": 29067, + "FP": 66067, + "IoU": 0.49939749209372813, + "TN": 62893481, + "TP": 94905, + "n_pred": 160972, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5485934358855492, + "FN": 66053, + "FP": 35216, + "IoU": 0.3779736494579405, + "TN": 62920715, + "TP": 61536, + "n_pred": 96752, + "n_ref": 127589 + }, + "4": { + "Dice": 0.003985607528369775, + "FN": 17993, + "FP": 0, + "IoU": 0.0019967829607854012, + "TN": 63065491, + "TP": 36, + "n_pred": 36, + "n_ref": 18029 + }, + "5": { + "Dice": 0.02073746140851634, + "FN": 16776, + "FP": 35, + "IoU": 0.010477367708517276, + "TN": 63066531, + "TP": 178, + "n_pred": 213, + "n_ref": 16954 + }, + "6": { + "Dice": 0.783745366938473, + "FN": 283851, + "FP": 182913, + "IoU": 0.6443925027160208, + "TN": 61770938, + "TP": 845818, + "n_pred": 1028731, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4642677206257413, + "FN": 82477, + "FP": 88720, + "IoU": 0.3023103224833623, + "TN": 62838143, + "TP": 74180, + "n_pred": 162900, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7922417317415221, + "FN": 35412, + "FP": 4735, + "IoU": 0.6559605117702004, + "TN": 62966827, + "TP": 76546, + "n_pred": 81281, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8003553686950211, + "FN": 10908, + "FP": 5047, + "IoU": 0.6671603805073432, + "TN": 63035584, + "TP": 31981, + "n_pred": 37028, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.637187847940194, + "FN": 46091, + "FP": 257282, + "IoU": 0.46755368814192344, + "TN": 109039046, + "TP": 266399, + "n_pred": 523681, + "n_ref": 312490 + }, + "10": { + "Dice": 0.367914074756717, + "FN": 54393, + "FP": 60835, + "IoU": 0.22542567708368344, + "TN": 109460055, + "TP": 33535, + "n_pred": 94370, + "n_ref": 87928 + }, + "11": { + "Dice": 0.14095634095634096, + "FN": 4127, + "FP": 5, + "IoU": 0.07582196376649519, + "TN": 109604347, + "TP": 339, + "n_pred": 344, + "n_ref": 4466 + }, + "12": { + "Dice": 0.24150156412930135, + "FN": 3502, + "FP": 135, + "IoU": 0.13733396584440227, + "TN": 109604602, + "TP": 579, + "n_pred": 714, + "n_ref": 4081 + }, + "13": { + "Dice": 0.2688752951728294, + "FN": 61593, + "FP": 42748, + "IoU": 0.1553182704995669, + "TN": 109485291, + "TP": 19186, + "n_pred": 61934, + "n_ref": 80779 + }, + "14": { + "Dice": 0.23421311762609268, + "FN": 77531, + "FP": 49232, + "IoU": 0.13263951610696006, + "TN": 109462670, + "TP": 19385, + "n_pred": 68617, + "n_ref": 96916 + }, + "15": { + "Dice": 0.19258788480635552, + "FN": 91420, + "FP": 10213, + "IoU": 0.1065544947869965, + "TN": 109495064, + "TP": 12121, + "n_pred": 22334, + "n_ref": 103541 + }, + "2": { + "Dice": 0.37462365049571056, + "FN": 154585, + "FP": 43987, + "IoU": 0.2304842509920635, + "TN": 109350770, + "TP": 59476, + "n_pred": 103463, + "n_ref": 214061 + }, + "3": { + "Dice": 0.616626056952308, + "FN": 54113, + "FP": 184101, + "IoU": 0.445740690759165, + "TN": 109179030, + "TP": 191574, + "n_pred": 375675, + "n_ref": 245687 + }, + "4": { + "Dice": 0.008195281859158228, + "FN": 50080, + "FP": 749, + "IoU": 0.004114500675953683, + "TN": 109557779, + "TP": 210, + "n_pred": 959, + "n_ref": 50290 + }, + "5": { + "Dice": 0.42096039256922535, + "FN": 6949, + "FP": 2963, + "IoU": 0.26659267480577137, + "TN": 109595303, + "TP": 3603, + "n_pred": 6566, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6133084196843589, + "FN": 441048, + "FP": 579631, + "IoU": 0.44228177944569086, + "TN": 107778720, + "TP": 809419, + "n_pred": 1389050, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5728482628470971, + "FN": 652491, + "FP": 160993, + "IoU": 0.40139268161485137, + "TN": 108249857, + "TP": 545477, + "n_pred": 706470, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8518298274376859, + "FN": 12781, + "FP": 13880, + "IoU": 0.7419020697399756, + "TN": 109505520, + "TP": 76637, + "n_pred": 90517, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5687550111132537, + "FN": 27181, + "FP": 15310, + "IoU": 0.3973848052076981, + "TN": 109538307, + "TP": 28020, + "n_pred": 43330, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7825679126311166, + "FN": 6216, + "FP": 22991, + "IoU": 0.6428021084300513, + "TN": 66985585, + "TP": 52560, + "n_pred": 75551, + "n_ref": 58776 + }, + "10": { + "Dice": 0.40115079002648646, + "FN": 56835, + "FP": 8733, + "IoU": 0.2508997018131134, + "TN": 66979823, + "TP": 21961, + "n_pred": 30694, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.22909199522102747, + "FN": 32075, + "FP": 9221, + "IoU": 0.12936414235115534, + "TN": 67019920, + "TP": 6136, + "n_pred": 15357, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6472108671527105, + "FN": 29403, + "FP": 20825, + "IoU": 0.47842701529579135, + "TN": 66971051, + "TP": 46073, + "n_pred": 66898, + "n_ref": 75476 + }, + "15": { + "Dice": 0.018587710760149454, + "FN": 31066, + "FP": 191, + "IoU": 0.009381041422368713, + "TN": 67035799, + "TP": 296, + "n_pred": 487, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5763259459674531, + "FN": 37402, + "FP": 122321, + "IoU": 0.4048159368606978, + "TN": 66798993, + "TP": 108636, + "n_pred": 230957, + "n_ref": 146038 + }, + "3": { + "Dice": 0.3411729939518115, + "FN": 117076, + "FP": 50131, + "IoU": 0.20567123196564388, + "TN": 66856851, + "TP": 43294, + "n_pred": 93425, + "n_ref": 160370 + }, + "4": { + "Dice": 0.08533519553072626, + "FN": 12428, + "FP": 670, + "IoU": 0.04456926106937049, + "TN": 67053643, + "TP": 611, + "n_pred": 1281, + "n_ref": 13039 + }, + "5": { + "Dice": 0.010959413021268691, + "FN": 8862, + "FP": 1787, + "IoU": 0.005509899140829286, + "TN": 67056644, + "TP": 59, + "n_pred": 1846, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8868498839529356, + "FN": 162230, + "FP": 71925, + "IoU": 0.7967028625952541, + "TN": 65915565, + "TP": 917632, + "n_pred": 989557, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.33167057180645726, + "FN": 277507, + "FP": 21134, + "IoU": 0.19880400489343894, + "TN": 66694608, + "TP": 74103, + "n_pred": 95237, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9204594846321018, + "FN": 11594, + "FP": 1216, + "IoU": 0.8526400552168412, + "TN": 66980422, + "TP": 74120, + "n_pred": 75336, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8565175523067495, + "FN": 13748, + "FP": 7559, + "IoU": 0.7490430255703567, + "TN": 66982449, + "TP": 63596, + "n_pred": 71155, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21600704587389957, + "FN": 153116, + "FP": 43609, + "IoU": 0.12108066087049763, + "TN": 74295454, + "TP": 27101, + "n_pred": 70710, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5900343760349928, + "FN": 30317, + "FP": 5580, + "IoU": 0.41847429895187027, + "TN": 74457551, + "TP": 25832, + "n_pred": 31412, + "n_ref": 56149 + }, + "11": { + "Dice": 0.06069281419982823, + "FN": 3281, + "FP": 0, + "IoU": 0.03129613227044582, + "TN": 74515893, + "TP": 106, + "n_pred": 106, + "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": 0.21262407424479887, + "FN": 35971, + "FP": 15273, + "IoU": 0.11895878823306913, + "TN": 74461117, + "TP": 6919, + "n_pred": 22192, + "n_ref": 42890 + }, + "14": { + "Dice": 0.22583885268062803, + "FN": 16973, + "FP": 85536, + "IoU": 0.12729331437668673, + "TN": 74401819, + "TP": 14952, + "n_pred": 100488, + "n_ref": 31925 + }, + "15": { + "Dice": 0.398136057556904, + "FN": 22584, + "FP": 923, + "IoU": 0.2485454894188351, + "TN": 74487998, + "TP": 7775, + "n_pred": 8698, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5894456771132394, + "FN": 16181, + "FP": 157566, + "IoU": 0.41788229460522525, + "TN": 74220806, + "TP": 124727, + "n_pred": 282293, + "n_ref": 140908 + }, + "3": { + "Dice": 0.3622563274307079, + "FN": 108988, + "FP": 55275, + "IoU": 0.2211923230101083, + "TN": 74308364, + "TP": 46653, + "n_pred": 101928, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 2602, + "IoU": 0.0, + "TN": 74503400, + "TP": 0, + "n_pred": 2602, + "n_ref": 13278 + }, + "5": { + "Dice": 0.21877216486720782, + "FN": 8766, + "FP": 1147, + "IoU": 0.12282098929298292, + "TN": 74507979, + "TP": 1388, + "n_pred": 2535, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8783033805151201, + "FN": 282670, + "FP": 84031, + "IoU": 0.7830133079285431, + "TN": 72829310, + "TP": 1323269, + "n_pred": 1407300, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4832723470987977, + "FN": 87684, + "FP": 82338, + "IoU": 0.318628295709116, + "TN": 74269751, + "TP": 79507, + "n_pred": 161845, + "n_ref": 167191 + }, + "8": { + "Dice": 0.878837448826803, + "FN": 13609, + "FP": 390, + "IoU": 0.7838626503419845, + "TN": 74454511, + "TP": 50770, + "n_pred": 51160, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6891279844246336, + "FN": 42419, + "FP": 3088, + "IoU": 0.52570195735101, + "TN": 74423334, + "TP": 50439, + "n_pred": 53527, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7951536817563629, + "FN": 27132, + "FP": 104661, + "IoU": 0.6599627435601056, + "TN": 65663596, + "TP": 255791, + "n_pred": 360452, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2500702652327628, + "FN": 66628, + "FP": 34764, + "IoU": 0.14290303219861872, + "TN": 65932883, + "TP": 16905, + "n_pred": 51669, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6240642687602702, + "FN": 1928, + "FP": 131, + "IoU": 0.45355626326963905, + "TN": 66047412, + "TP": 1709, + "n_pred": 1840, + "n_ref": 3637 + }, + "12": { + "Dice": 0.3443145589798087, + "FN": 2378, + "FP": 90, + "IoU": 0.2079589216944801, + "TN": 66048064, + "TP": 648, + "n_pred": 738, + "n_ref": 3026 + }, + "13": { + "Dice": 0.17789168777203174, + "FN": 41761, + "FP": 12448, + "IoU": 0.09762959017212106, + "TN": 65991106, + "TP": 5865, + "n_pred": 18313, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8392615120161317, + "FN": 7892, + "FP": 11558, + "IoU": 0.723040995628462, + "TN": 65980953, + "TP": 50777, + "n_pred": 62335, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8659590129004765, + "FN": 2243, + "FP": 4677, + "IoU": 0.7636046869128549, + "TN": 66021907, + "TP": 22353, + "n_pred": 27030, + "n_ref": 24596 + }, + "2": { + "Dice": 0.49361755401364604, + "FN": 92692, + "FP": 12473, + "IoU": 0.327684085358837, + "TN": 65894758, + "TP": 51257, + "n_pred": 63730, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5254971731972663, + "FN": 62902, + "FP": 106719, + "IoU": 0.35638939691742616, + "TN": 65787634, + "TP": 93925, + "n_pred": 200644, + "n_ref": 156827 + }, + "4": { + "Dice": 0.09315735520246028, + "FN": 28074, + "FP": 234, + "IoU": 0.048854243666420265, + "TN": 66021418, + "TP": 1454, + "n_pred": 1688, + "n_ref": 29528 + }, + "5": { + "Dice": 0.2605703048180924, + "FN": 8389, + "FP": 635, + "IoU": 0.14980214810627474, + "TN": 66040566, + "TP": 1590, + "n_pred": 2225, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7599656800994562, + "FN": 194862, + "FP": 328571, + "IoU": 0.612858586172364, + "TN": 64699134, + "TP": 828613, + "n_pred": 1157184, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5419409150252192, + "FN": 596710, + "FP": 45356, + "IoU": 0.37168652533350033, + "TN": 65029292, + "TP": 379822, + "n_pred": 425178, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8095252108506418, + "FN": 12526, + "FP": 19837, + "IoU": 0.6800019775547536, + "TN": 65950045, + "TP": 68772, + "n_pred": 88609, + "n_ref": 81298 + }, + "9": { + "Dice": 0.52529442417926, + "FN": 44884, + "FP": 664, + "IoU": 0.35620291452882724, + "TN": 65980431, + "TP": 25201, + "n_pred": 25865, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8524083997103549, + "FN": 6499, + "FP": 44457, + "IoU": 0.7427802708691943, + "TN": 113274437, + "TP": 147147, + "n_pred": 191604, + "n_ref": 153646 + }, + "10": { + "Dice": 0.26609325134272593, + "FN": 66892, + "FP": 8536, + "IoU": 0.15346456869655, + "TN": 113383438, + "TP": 13674, + "n_pred": 22210, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0012376237623762376, + "FN": 3228, + "FP": 0, + "IoU": 0.0006191950464396285, + "TN": 113469310, + "TP": 2, + "n_pred": 2, + "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": 0.36582778721686643, + "FN": 57390, + "FP": 10169, + "IoU": 0.22386122120742144, + "TN": 113385495, + "TP": 19486, + "n_pred": 29655, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7742524824277586, + "FN": 97044, + "FP": 78, + "IoU": 0.631657393817342, + "TN": 113208867, + "TP": 166551, + "n_pred": 166629, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7876498684082269, + "FN": 5722, + "FP": 2992, + "IoU": 0.6496884422110553, + "TN": 113447665, + "TP": 16161, + "n_pred": 19153, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6625365378369601, + "FN": 45490, + "FP": 37634, + "IoU": 0.4953679532788577, + "TN": 113307818, + "TP": 81598, + "n_pred": 119232, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5414880448457415, + "FN": 40029, + "FP": 95912, + "IoU": 0.37126061458198434, + "TN": 113256328, + "TP": 80271, + "n_pred": 176183, + "n_ref": 120300 + }, + "4": { + "Dice": 0.11887510063574026, + "FN": 28951, + "FP": 2788, + "IoU": 0.06319362455726092, + "TN": 113438660, + "TP": 2141, + "n_pred": 4929, + "n_ref": 31092 + }, + "5": { + "Dice": 0.27502292270710976, + "FN": 27277, + "FP": 1978, + "IoU": 0.15943569704631652, + "TN": 113437736, + "TP": 5549, + "n_pred": 7527, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8568852452696347, + "FN": 254563, + "FP": 42415, + "IoU": 0.7496056207163159, + "TN": 112286499, + "TP": 889063, + "n_pred": 931478, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.265929783940714, + "FN": 166225, + "FP": 119746, + "IoU": 0.15335583385143736, + "TN": 113134770, + "TP": 51799, + "n_pred": 171545, + "n_ref": 218024 + }, + "8": { + "Dice": 0.769014503261343, + "FN": 67142, + "FP": 21425, + "IoU": 0.6247145115021674, + "TN": 113236541, + "TP": 147432, + "n_pred": 168857, + "n_ref": 214574 + }, + "9": { + "Dice": 0.39047891911454247, + "FN": 80344, + "FP": 498, + "IoU": 0.24260565689498487, + "TN": 113365803, + "TP": 25895, + "n_pred": 26393, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6628039957409503, + "FN": 17941, + "FP": 93216, + "IoU": 0.49566704778497667, + "TN": 74976324, + "TP": 109247, + "n_pred": 202463, + "n_ref": 127188 + }, + "10": { + "Dice": 0.607420133527608, + "FN": 44193, + "FP": 28015, + "IoU": 0.4361833372374483, + "TN": 75068658, + "TP": 55862, + "n_pred": 83877, + "n_ref": 100055 + }, + "11": { + "Dice": 0.2976588628762542, + "FN": 2921, + "FP": 19, + "IoU": 0.17485265225933203, + "TN": 75193165, + "TP": 623, + "n_pred": 642, + "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": 0.22370380680631916, + "FN": 47224, + "FP": 8549, + "IoU": 0.1259383472550894, + "TN": 75132919, + "TP": 8036, + "n_pred": 16585, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8993200931115857, + "FN": 20824, + "FP": 4305, + "IoU": 0.8170586993396961, + "TN": 75059367, + "TP": 112232, + "n_pred": 116537, + "n_ref": 133056 + }, + "15": { + "Dice": 0.013619816196125354, + "FN": 73277, + "FP": 4215, + "IoU": 0.0068566009201942914, + "TN": 75118701, + "TP": 535, + "n_pred": 4750, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6918533687358636, + "FN": 26712, + "FP": 79826, + "IoU": 0.5288805950348902, + "TN": 74970590, + "TP": 119600, + "n_pred": 199426, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4877029329377136, + "FN": 75522, + "FP": 75725, + "IoU": 0.3224914889804695, + "TN": 74973488, + "TP": 71993, + "n_pred": 147718, + "n_ref": 147515 + }, + "4": { + "Dice": 0.07730552128892378, + "FN": 23929, + "FP": 754, + "IoU": 0.040206867052922195, + "TN": 75171011, + "TP": 1034, + "n_pred": 1788, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0337035618536959, + "FN": 7569, + "FP": 0, + "IoU": 0.017140631086871836, + "TN": 75189027, + "TP": 132, + "n_pred": 132, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9028467709630609, + "FN": 98057, + "FP": 151265, + "IoU": 0.8228994337970122, + "TN": 73788929, + "TP": 1158477, + "n_pred": 1309742, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.4408316835313096, + "FN": 55621, + "FP": 188409, + "IoU": 0.2827351472416621, + "TN": 74856505, + "TP": 96193, + "n_pred": 284602, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8070157143136475, + "FN": 22830, + "FP": 6779, + "IoU": 0.6764680172206561, + "TN": 75105210, + "TP": 61909, + "n_pred": 68688, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7377070868919694, + "FN": 27049, + "FP": 8637, + "IoU": 0.5844183067427506, + "TN": 75110858, + "TP": 50184, + "n_pred": 58821, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7729477904919441, + "FN": 31271, + "FP": 77168, + "IoU": 0.629922495964398, + "TN": 86634855, + "TP": 184578, + "n_pred": 261746, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5135780249447167, + "FN": 22030, + "FP": 66617, + "IoU": 0.34551293883125994, + "TN": 86792427, + "TP": 46798, + "n_pred": 113415, + "n_ref": 68828 + }, + "11": { + "Dice": 0.20159151193633953, + "FN": 2286, + "FP": 122, + "IoU": 0.11209439528023599, + "TN": 86925160, + "TP": 304, + "n_pred": 426, + "n_ref": 2590 + }, + "12": { + "Dice": 0.3607313457420524, + "FN": 3820, + "FP": 61, + "IoU": 0.22005627009646303, + "TN": 86922896, + "TP": 1095, + "n_pred": 1156, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3388065766784918, + "FN": 39937, + "FP": 20264, + "IoU": 0.20395371900826445, + "TN": 86852247, + "TP": 15424, + "n_pred": 35688, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6217791320297015, + "FN": 30733, + "FP": 33192, + "IoU": 0.45114621791019144, + "TN": 86811402, + "TP": 52545, + "n_pred": 85737, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4524176554611153, + "FN": 114668, + "FP": 1489, + "IoU": 0.2923383411923822, + "TN": 86763730, + "TP": 47985, + "n_pred": 49474, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5685035881988127, + "FN": 60052, + "FP": 37354, + "IoU": 0.3971393735339444, + "TN": 86766299, + "TP": 64167, + "n_pred": 101521, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5326678765880217, + "FN": 74083, + "FP": 94837, + "IoU": 0.3630179344465059, + "TN": 86662684, + "TP": 96268, + "n_pred": 191105, + "n_ref": 170351 + }, + "4": { + "Dice": 0.24385306397874404, + "FN": 13631, + "FP": 4298, + "IoU": 0.1388568683957733, + "TN": 86907052, + "TP": 2891, + "n_pred": 7189, + "n_ref": 16522 + }, + "5": { + "Dice": 0.2522026431718062, + "FN": 4557, + "FP": 875, + "IoU": 0.14429741650913674, + "TN": 86921524, + "TP": 916, + "n_pred": 1791, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8249968638995939, + "FN": 135214, + "FP": 305628, + "IoU": 0.7021231165710664, + "TN": 85447925, + "TP": 1039105, + "n_pred": 1344733, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5332102672292546, + "FN": 598601, + "FP": 144827, + "IoU": 0.3635219522719373, + "TN": 85759838, + "TP": 424606, + "n_pred": 569433, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7435869582085383, + "FN": 6472, + "FP": 26574, + "IoU": 0.5918332057014402, + "TN": 86846910, + "TP": 47916, + "n_pred": 74490, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5758078283136203, + "FN": 27149, + "FP": 7639, + "IoU": 0.4043048682340451, + "TN": 86869473, + "TP": 23611, + "n_pred": 31250, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5198244959074468, + "FN": 23716, + "FP": 95901, + "IoU": 0.35119112191100216, + "TN": 37565236, + "TP": 64747, + "n_pred": 160648, + "n_ref": 88463 + }, + "10": { + "Dice": 0.020858914776878002, + "FN": 58573, + "FP": 4422, + "IoU": 0.010539377375679327, + "TN": 37685934, + "TP": 671, + "n_pred": 5093, + "n_ref": 59244 + }, + "11": { + "Dice": 0.10065645514223195, + "FN": 2450, + "FP": 16, + "IoU": 0.052995391705069124, + "TN": 37746996, + "TP": 138, + "n_pred": 154, + "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": 0.308747550329592, + "FN": 36220, + "FP": 2580, + "IoU": 0.18255556726008637, + "TN": 37702135, + "TP": 8665, + "n_pred": 11245, + "n_ref": 44885 + }, + "14": { + "Dice": 0.22178362205516305, + "FN": 38527, + "FP": 394801, + "IoU": 0.12472251679038529, + "TN": 37254525, + "TP": 61747, + "n_pred": 456548, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7303, + "IoU": 0.0, + "TN": 37742297, + "TP": 0, + "n_pred": 7303, + "n_ref": 0 + }, + "2": { + "Dice": 0.38441715931484005, + "FN": 58388, + "FP": 75625, + "IoU": 0.23794332895477577, + "TN": 37573743, + "TP": 41844, + "n_pred": 117469, + "n_ref": 100232 + }, + "3": { + "Dice": 0.16272556132053814, + "FN": 74523, + "FP": 71357, + "IoU": 0.08856900084970261, + "TN": 37589544, + "TP": 14176, + "n_pred": 85533, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 24, + "IoU": 0.0, + "TN": 37737882, + "TP": 0, + "n_pred": 24, + "n_ref": 11694 + }, + "5": { + "Dice": 0.523410811172885, + "FN": 6142, + "FP": 973, + "IoU": 0.3544728724369443, + "TN": 37738578, + "TP": 3907, + "n_pred": 4880, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5671752312675353, + "FN": 432315, + "FP": 41136, + "IoU": 0.39584410016116744, + "TN": 36965943, + "TP": 310206, + "n_pred": 351342, + "n_ref": 742521 + }, + "7": { + "Dice": 0.3321262115154601, + "FN": 235050, + "FP": 208310, + "IoU": 0.19913150132135354, + "TN": 37196001, + "TP": 110239, + "n_pred": 318549, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7542406015037594, + "FN": 27929, + "FP": 4757, + "IoU": 0.6054464468935215, + "TN": 37666757, + "TP": 50157, + "n_pred": 54914, + "n_ref": 78086 + }, + "9": { + "Dice": 0.75399395278022, + "FN": 19610, + "FP": 3334, + "IoU": 0.6051286464159711, + "TN": 37691495, + "TP": 35161, + "n_pred": 38495, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6697348772307767, + "FN": 20198, + "FP": 155185, + "IoU": 0.5034596981965404, + "TN": 75553478, + "TP": 177827, + "n_pred": 333012, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6982103812395727, + "FN": 46733, + "FP": 11513, + "IoU": 0.5363465579825512, + "TN": 75781064, + "TP": 67378, + "n_pred": 78891, + "n_ref": 114111 + }, + "11": { + "Dice": 0.4902182700080841, + "FN": 2826, + "FP": 327, + "IoU": 0.32469479545941315, + "TN": 75902019, + "TP": 1516, + "n_pred": 1843, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0008718395815170009, + "FN": 4582, + "FP": 2, + "IoU": 0.0004361098996947231, + "TN": 75902102, + "TP": 2, + "n_pred": 4, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5873611311499062, + "FN": 21146, + "FP": 7454, + "IoU": 0.41579001123480747, + "TN": 75857733, + "TP": 20355, + "n_pred": 27809, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7779933757873306, + "FN": 34068, + "FP": 17075, + "IoU": 0.6366523391708998, + "TN": 75765933, + "TP": 89612, + "n_pred": 106687, + "n_ref": 123680 + }, + "15": { + "Dice": 0.2931464555237151, + "FN": 154892, + "FP": 1247, + "IoU": 0.17174669524072228, + "TN": 75718172, + "TP": 32377, + "n_pred": 33624, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4246233288533635, + "FN": 132684, + "FP": 29998, + "IoU": 0.2695376519345699, + "TN": 75683977, + "TP": 60029, + "n_pred": 90027, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5946140604408653, + "FN": 59701, + "FP": 201462, + "IoU": 0.4230966339590632, + "TN": 75453990, + "TP": 191535, + "n_pred": 392997, + "n_ref": 251236 + }, + "4": { + "Dice": 0.13399014778325122, + "FN": 28001, + "FP": 127, + "IoU": 0.07180570221752904, + "TN": 75876384, + "TP": 2176, + "n_pred": 2303, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6954764955159161, + "FN": 2572, + "FP": 3608, + "IoU": 0.5331268414293269, + "TN": 75893451, + "TP": 7057, + "n_pred": 10665, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8223856947156923, + "FN": 273973, + "FP": 344999, + "IoU": 0.698348933963694, + "TN": 73854741, + "TP": 1432975, + "n_pred": 1777974, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5905646374094256, + "FN": 92309, + "FP": 159253, + "IoU": 0.4190079609780432, + "TN": 75473701, + "TP": 181425, + "n_pred": 340678, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8933716922551058, + "FN": 13338, + "FP": 5379, + "IoU": 0.8072915594176636, + "TN": 75809562, + "TP": 78409, + "n_pred": 83788, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7218806285323893, + "FN": 31254, + "FP": 4570, + "IoU": 0.5647990670100588, + "TN": 75824372, + "TP": 46492, + "n_pred": 51062, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6105705117908758, + "FN": 13321, + "FP": 90932, + "IoU": 0.4394397247015808, + "TN": 61201770, + "TP": 81727, + "n_pred": 172659, + "n_ref": 95048 + }, + "10": { + "Dice": 0.36809936746765554, + "FN": 55619, + "FP": 21404, + "IoU": 0.22556481695607147, + "TN": 61288293, + "TP": 22434, + "n_pred": 43838, + "n_ref": 78053 + }, + "11": { + "Dice": 0.46138691883372734, + "FN": 2171, + "FP": 563, + "IoU": 0.2998719590268886, + "TN": 61383845, + "TP": 1171, + "n_pred": 1734, + "n_ref": 3342 + }, + "12": { + "Dice": 0.04355400696864112, + "FN": 3294, + "FP": 0, + "IoU": 0.02226179875333927, + "TN": 61384381, + "TP": 75, + "n_pred": 75, + "n_ref": 3369 + }, + "13": { + "Dice": 0.2728553245651252, + "FN": 31416, + "FP": 11431, + "IoU": 0.15798058405062296, + "TN": 61336864, + "TP": 8039, + "n_pred": 19470, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6839971616326782, + "FN": 11034, + "FP": 40179, + "IoU": 0.5197535610799051, + "TN": 61281111, + "TP": 55426, + "n_pred": 95605, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7528734009206179, + "FN": 16071, + "FP": 1431, + "IoU": 0.6036864272451429, + "TN": 61343588, + "TP": 26660, + "n_pred": 28091, + "n_ref": 42731 + }, + "2": { + "Dice": 0.720488180410364, + "FN": 11966, + "FP": 82071, + "IoU": 0.5630961507189816, + "TN": 61172515, + "TP": 121198, + "n_pred": 203269, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5246065169560723, + "FN": 68408, + "FP": 49781, + "IoU": 0.3555705803130844, + "TN": 61204349, + "TP": 65212, + "n_pred": 114993, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6109021941728524, + "FN": 9635, + "FP": 2264, + "IoU": 0.4397834274952919, + "TN": 61366510, + "TP": 9341, + "n_pred": 11605, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0045121632226000526, + "FN": 27626, + "FP": 2820, + "IoU": 0.0022611830247419302, + "TN": 61357235, + "TP": 69, + "n_pred": 2889, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8443449303743874, + "FN": 254824, + "FP": 17964, + "IoU": 0.7306201933141889, + "TN": 60375098, + "TP": 739864, + "n_pred": 757828, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3179744827130297, + "FN": 127225, + "FP": 99749, + "IoU": 0.1890426033642509, + "TN": 61107866, + "TP": 52910, + "n_pred": 152659, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7576005581669334, + "FN": 89409, + "FP": 10996, + "IoU": 0.6097882312705735, + "TN": 61130441, + "TP": 156904, + "n_pred": 167900, + "n_ref": 246313 + }, + "9": { + "Dice": 0.44514705460936677, + "FN": 56416, + "FP": 1671, + "IoU": 0.2862952769450042, + "TN": 61306362, + "TP": 23301, + "n_pred": 24972, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9105213146762122, + "FN": 10637, + "FP": 23734, + "IoU": 0.8357403654993119, + "TN": 39539552, + "TP": 174877, + "n_pred": 198611, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5455879199629834, + "FN": 27660, + "FP": 12605, + "IoU": 0.37512609215202447, + "TN": 39684363, + "TP": 24172, + "n_pred": 36777, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7328487856762985, + "FN": 964, + "FP": 543, + "IoU": 0.5783435926133184, + "TN": 39745226, + "TP": 2067, + "n_pred": 2610, + "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": 0.47923912631059734, + "FN": 24865, + "FP": 16310, + "IoU": 0.31513115217644416, + "TN": 39688679, + "TP": 18946, + "n_pred": 35256, + "n_ref": 43811 + }, + "14": { + "Dice": 0.13880777673680683, + "FN": 23184, + "FP": 102749, + "IoU": 0.07458003262738643, + "TN": 39612718, + "TP": 10149, + "n_pred": 112898, + "n_ref": 33333 + }, + "15": { + "Dice": 0.03340250684817797, + "FN": 50710, + "FP": 7513, + "IoU": 0.016984922926269228, + "TN": 39689571, + "TP": 1006, + "n_pred": 8519, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7283977819397011, + "FN": 38507, + "FP": 20661, + "IoU": 0.5728188985473763, + "TN": 39610292, + "TP": 79340, + "n_pred": 100001, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6052436554075197, + "FN": 24022, + "FP": 119798, + "IoU": 0.4339422134583368, + "TN": 39494727, + "TP": 110253, + "n_pred": 230051, + "n_ref": 134275 + }, + "4": { + "Dice": 0.1701172172324555, + "FN": 21538, + "FP": 268, + "IoU": 0.09296618277109937, + "TN": 39724759, + "TP": 2235, + "n_pred": 2503, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7230906293026647, + "FN": 2060, + "FP": 1359, + "IoU": 0.5662818723836103, + "TN": 39740917, + "TP": 4464, + "n_pred": 5823, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9424625224464045, + "FN": 82451, + "FP": 20787, + "IoU": 0.8911859318939749, + "TN": 38800044, + "TP": 845518, + "n_pred": 866305, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5443121765484644, + "FN": 433589, + "FP": 66193, + "IoU": 0.3739209518548166, + "TN": 38950527, + "TP": 298491, + "n_pred": 364684, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8465213691995549, + "FN": 4265, + "FP": 12150, + "IoU": 0.7338856105310939, + "TN": 39687116, + "TP": 45269, + "n_pred": 57419, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7292223699867012, + "FN": 15583, + "FP": 3760, + "IoU": 0.5738394765251492, + "TN": 39703411, + "TP": 26046, + "n_pred": 29806, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4509416967156487, + "FN": 19608, + "FP": 168747, + "IoU": 0.2911069878774421, + "TN": 101130905, + "TP": 77348, + "n_pred": 246095, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3571453819235799, + "FN": 62183, + "FP": 10565, + "IoU": 0.2173931752657171, + "TN": 101303652, + "TP": 20208, + "n_pred": 30773, + "n_ref": 82391 + }, + "11": { + "Dice": 0.20344994357568918, + "FN": 4898, + "FP": 43, + "IoU": 0.11324479540559942, + "TN": 101391036, + "TP": 631, + "n_pred": 674, + "n_ref": 5529 + }, + "12": { + "Dice": 0.07302231237322515, + "FN": 5027, + "FP": 0, + "IoU": 0.037894736842105266, + "TN": 101391383, + "TP": 198, + "n_pred": 198, + "n_ref": 5225 + }, + "13": { + "Dice": 0.22039335126202897, + "FN": 43143, + "FP": 4979, + "IoU": 0.12384385696598937, + "TN": 101341684, + "TP": 6802, + "n_pred": 11781, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8103347909079832, + "FN": 55847, + "FP": 193, + "IoU": 0.6811452370927547, + "TN": 101220854, + "TP": 119714, + "n_pred": 119907, + "n_ref": 175561 + }, + "15": { + "Dice": 0.717867692519063, + "FN": 11199, + "FP": 1122, + "IoU": 0.559901414487784, + "TN": 101368612, + "TP": 15675, + "n_pred": 16797, + "n_ref": 26874 + }, + "2": { + "Dice": 0.37551555706243317, + "FN": 131345, + "FP": 36266, + "IoU": 0.23115983578358296, + "TN": 101178603, + "TP": 50394, + "n_pred": 86660, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5880731626722646, + "FN": 15903, + "FP": 196021, + "IoU": 0.4165039909470618, + "TN": 101033411, + "TP": 151273, + "n_pred": 347294, + "n_ref": 167176 + }, + "4": { + "Dice": 0.18627100464783697, + "FN": 9104, + "FP": 0, + "IoU": 0.10270057165385374, + "TN": 101386462, + "TP": 1042, + "n_pred": 1042, + "n_ref": 10146 + }, + "5": { + "Dice": 0.3782706478213966, + "FN": 28172, + "FP": 5831, + "IoU": 0.233251403702618, + "TN": 101352261, + "TP": 10344, + "n_pred": 16175, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7880529340568782, + "FN": 296198, + "FP": 529119, + "IoU": 0.6502370905478658, + "TN": 99036961, + "TP": 1534330, + "n_pred": 2063449, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5271281749790422, + "FN": 267350, + "FP": 80120, + "IoU": 0.3578914105248374, + "TN": 100855469, + "TP": 193669, + "n_pred": 273789, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7344599956553158, + "FN": 90052, + "FP": 29740, + "IoU": 0.5803530454461061, + "TN": 101111149, + "TP": 165667, + "n_pred": 195407, + "n_ref": 255719 + }, + "9": { + "Dice": 0.6070413975379136, + "FN": 43669, + "FP": 11937, + "IoU": 0.43579284873574414, + "TN": 101298052, + "TP": 42950, + "n_pred": 54887, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30941733806911137, + "FN": 151746, + "FP": 139510, + "IoU": 0.1830240810086815, + "TN": 73526999, + "TP": 65249, + "n_pred": 204759, + "n_ref": 216995 + }, + "10": { + "Dice": 0.04520253513364563, + "FN": 71740, + "FP": 101508, + "IoU": 0.023123896948953757, + "TN": 73706155, + "TP": 4101, + "n_pred": 105609, + "n_ref": 75841 + }, + "11": { + "Dice": 0.21391027991688058, + "FN": 5384, + "FP": 1047, + "IoU": 0.11976457705995072, + "TN": 73876198, + "TP": 875, + "n_pred": 1922, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0003536067892503536, + "FN": 5540, + "FP": 114, + "IoU": 0.00017683465959328028, + "TN": 73877849, + "TP": 1, + "n_pred": 115, + "n_ref": 5541 + }, + "13": { + "Dice": 0.04739967328452769, + "FN": 58497, + "FP": 51716, + "IoU": 0.024275153822318624, + "TN": 73770549, + "TP": 2742, + "n_pred": 54458, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6956630053221605, + "FN": 39708, + "FP": 14044, + "IoU": 0.5333460663622315, + "TN": 73768318, + "TP": 61434, + "n_pred": 75478, + "n_ref": 101142 + }, + "15": { + "Dice": 0.07017318464463744, + "FN": 213982, + "FP": 3140, + "IoU": 0.036362425937021506, + "TN": 73658189, + "TP": 8193, + "n_pred": 11333, + "n_ref": 222175 + }, + "2": { + "Dice": 0.03737234206451377, + "FN": 183894, + "FP": 184751, + "IoU": 0.019041992969683424, + "TN": 73507703, + "TP": 7156, + "n_pred": 191907, + "n_ref": 191050 + }, + "3": { + "Dice": 0.3457826294619657, + "FN": 129976, + "FP": 87811, + "IoU": 0.20903095059961793, + "TN": 73608162, + "TP": 57555, + "n_pred": 145366, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1726, + "IoU": 0.0, + "TN": 73833890, + "TP": 0, + "n_pred": 1726, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 995, + "IoU": 0.0, + "TN": 73867381, + "TP": 0, + "n_pred": 995, + "n_ref": 15128 + }, + "6": { + "Dice": 0.47077444367572163, + "FN": 691531, + "FP": 1578817, + "IoU": 0.30785154075458837, + "TN": 70603358, + "TP": 1009798, + "n_pred": 2588615, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.19851843025103272, + "FN": 122620, + "FP": 280942, + "IoU": 0.11019731402453141, + "TN": 73429963, + "TP": 49979, + "n_pred": 330921, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5568118065593463, + "FN": 37266, + "FP": 29881, + "IoU": 0.3858206497877945, + "TN": 73774176, + "TP": 42181, + "n_pred": 72062, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5833819292481971, + "FN": 39661, + "FP": 32496, + "IoU": 0.4118131353065367, + "TN": 73760827, + "TP": 50520, + "n_pred": 83016, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8303674902796939, + "FN": 21829, + "FP": 45795, + "IoU": 0.7099387913544397, + "TN": 69262639, + "TP": 165513, + "n_pred": 211308, + "n_ref": 187342 + }, + "10": { + "Dice": 0.4754688540916646, + "FN": 32144, + "FP": 45805, + "IoU": 0.31187874079697736, + "TN": 69382498, + "TP": 35329, + "n_pred": 81134, + "n_ref": 67473 + }, + "11": { + "Dice": 0.6323393220966845, + "FN": 1754, + "FP": 231, + "IoU": 0.4623510292524377, + "TN": 69492084, + "TP": 1707, + "n_pred": 1938, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 93, + "IoU": 0.0, + "TN": 69492531, + "TP": 0, + "n_pred": 93, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5616928424631467, + "FN": 44611, + "FP": 7214, + "IoU": 0.3905235675980807, + "TN": 69410744, + "TP": 33207, + "n_pred": 40421, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7338023923596789, + "FN": 58526, + "FP": 8592, + "IoU": 0.5795322846385637, + "TN": 69336149, + "TP": 92509, + "n_pred": 101101, + "n_ref": 151035 + }, + "15": { + "Dice": 0.3383538070979504, + "FN": 74137, + "FP": 3531, + "IoU": 0.20362566263701334, + "TN": 69398249, + "TP": 19859, + "n_pred": 23390, + "n_ref": 93996 + }, + "2": { + "Dice": 0.4126852498050002, + "FN": 99887, + "FP": 43177, + "IoU": 0.2599895513818556, + "TN": 69302449, + "TP": 50263, + "n_pred": 93440, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5976815570529751, + "FN": 41429, + "FP": 135120, + "IoU": 0.42620958175300383, + "TN": 69188087, + "TP": 131140, + "n_pred": 266260, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5498449797281183, + "FN": 9871, + "FP": 5229, + "IoU": 0.3791628977880109, + "TN": 69471454, + "TP": 9222, + "n_pred": 14451, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8581508599590582, + "FN": 240896, + "FP": 158717, + "IoU": 0.7515448668887105, + "TN": 67887385, + "TP": 1208778, + "n_pred": 1367495, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6519041092102716, + "FN": 65434, + "FP": 198941, + "IoU": 0.4835739902955861, + "TN": 68983844, + "TP": 247557, + "n_pred": 446498, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6944021664969717, + "FN": 22530, + "FP": 35698, + "IoU": 0.5318652870569129, + "TN": 69371393, + "TP": 66155, + "n_pred": 101853, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6199007326873079, + "FN": 41027, + "FP": 7219, + "IoU": 0.44917111933141524, + "TN": 69408188, + "TP": 39342, + "n_pred": 46561, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7874425450016982, + "FN": 28524, + "FP": 65352, + "IoU": 0.649406378028331, + "TN": 50565789, + "TP": 173887, + "n_pred": 239239, + "n_ref": 202411 + }, + "10": { + "Dice": 0.44786339603016384, + "FN": 44838, + "FP": 31602, + "IoU": 0.28854637851119674, + "TN": 50726110, + "TP": 31002, + "n_pred": 62604, + "n_ref": 75840 + }, + "11": { + "Dice": 0.16530944625407165, + "FN": 6120, + "FP": 30, + "IoU": 0.09010208610741234, + "TN": 50826793, + "TP": 609, + "n_pred": 639, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 135, + "IoU": 0.0, + "TN": 50827118, + "TP": 0, + "n_pred": 135, + "n_ref": 6299 + }, + "13": { + "Dice": 0.36824048630194023, + "FN": 26152, + "FP": 49716, + "IoU": 0.22567080700966533, + "TN": 50735573, + "TP": 22111, + "n_pred": 71827, + "n_ref": 48263 + }, + "14": { + "Dice": 0.10865869888916707, + "FN": 46614, + "FP": 21029, + "IoU": 0.05745060334977566, + "TN": 50761786, + "TP": 4123, + "n_pred": 25152, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 6165, + "IoU": 0.0, + "TN": 50792631, + "TP": 0, + "n_pred": 6165, + "n_ref": 34756 + }, + "2": { + "Dice": 0.505750532456709, + "FN": 130146, + "FP": 29976, + "IoU": 0.3384645893755732, + "TN": 50591506, + "TP": 81924, + "n_pred": 111900, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6291501889915752, + "FN": 26782, + "FP": 181119, + "IoU": 0.45894902850718533, + "TN": 50449298, + "TP": 176353, + "n_pred": 357472, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6814363518877504, + "FN": 5462, + "FP": 1440, + "IoU": 0.516802016241949, + "TN": 50819268, + "TP": 7382, + "n_pred": 8822, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9041496750246354, + "FN": 190187, + "FP": 235170, + "IoU": 0.8250667581313728, + "TN": 48402013, + "TP": 2006182, + "n_pred": 2241352, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.43265302876471573, + "FN": 65152, + "FP": 362892, + "IoU": 0.27604164023982886, + "TN": 50242297, + "TP": 163211, + "n_pred": 526103, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8673555286260072, + "FN": 9162, + "FP": 19516, + "IoU": 0.7657791571381901, + "TN": 50711112, + "TP": 93762, + "n_pred": 113278, + "n_ref": 102924 + }, + "9": { + "Dice": 0.4834164437546096, + "FN": 71203, + "FP": 22653, + "IoU": 0.31875358384565694, + "TN": 50695781, + "TP": 43915, + "n_pred": 66568, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7214542670038048, + "FN": 31057, + "FP": 108627, + "IoU": 0.5642772474889263, + "TN": 76564280, + "TP": 180896, + "n_pred": 289523, + "n_ref": 211953 + }, + "10": { + "Dice": 0.47596555608036917, + "FN": 25659, + "FP": 60879, + "IoU": 0.3123062985743575, + "TN": 76759022, + "TP": 39300, + "n_pred": 100179, + "n_ref": 64959 + }, + "11": { + "Dice": 0.5780777286478939, + "FN": 1632, + "FP": 181, + "IoU": 0.4065466448445172, + "TN": 76881805, + "TP": 1242, + "n_pred": 1423, + "n_ref": 2874 + }, + "12": { + "Dice": 0.2647517951920075, + "FN": 2185, + "FP": 170, + "IoU": 0.15257286793810723, + "TN": 76882081, + "TP": 424, + "n_pred": 594, + "n_ref": 2609 + }, + "13": { + "Dice": 0.31047025201351003, + "FN": 32028, + "FP": 15744, + "IoU": 0.18376134091957558, + "TN": 76826333, + "TP": 10755, + "n_pred": 26499, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7951582527289682, + "FN": 16277, + "FP": 17332, + "IoU": 0.6599690411873615, + "TN": 76786019, + "TP": 65232, + "n_pred": 82564, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6761079922137275, + "FN": 16049, + "FP": 6913, + "IoU": 0.5106972383225367, + "TN": 76837932, + "TP": 23966, + "n_pred": 30879, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5273244861221585, + "FN": 40916, + "FP": 71992, + "IoU": 0.3580724206744026, + "TN": 76708971, + "TP": 62981, + "n_pred": 134973, + "n_ref": 103897 + }, + "3": { + "Dice": 0.4047042373092961, + "FN": 48786, + "FP": 94260, + "IoU": 0.2536860228517765, + "TN": 76693190, + "TP": 48624, + "n_pred": 142884, + "n_ref": 97410 + }, + "4": { + "Dice": 0.2698452012383901, + "FN": 20524, + "FP": 3060, + "IoU": 0.155965929425238, + "TN": 76856918, + "TP": 4358, + "n_pred": 7418, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5066978800884381, + "FN": 9911, + "FP": 1468, + "IoU": 0.33931370841316844, + "TN": 76867637, + "TP": 5844, + "n_pred": 7312, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7365376493965063, + "FN": 208440, + "FP": 451598, + "IoU": 0.5829517983220464, + "TN": 75302218, + "TP": 922604, + "n_pred": 1374202, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.42211310890529513, + "FN": 71534, + "FP": 173857, + "IoU": 0.2675179769143287, + "TN": 76549847, + "TP": 89622, + "n_pred": 263479, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8237023109693695, + "FN": 8087, + "FP": 21543, + "IoU": 0.7002498760736072, + "TN": 76786011, + "TP": 69219, + "n_pred": 90762, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5943672357619582, + "FN": 52271, + "FP": 1638, + "IoU": 0.42284674267972805, + "TN": 76791455, + "TP": 39496, + "n_pred": 41134, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36850013847776597, + "FN": 30770, + "FP": 290731, + "IoU": 0.22586587174696127, + "TN": 130584628, + "TP": 93803, + "n_pred": 384534, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4092222997477439, + "FN": 30877, + "FP": 46174, + "IoU": 0.2572466911516624, + "TN": 130896195, + "TP": 26686, + "n_pred": 72860, + "n_ref": 57563 + }, + "11": { + "Dice": 0.3523514669025505, + "FN": 4373, + "FP": 20, + "IoU": 0.21385110952040087, + "TN": 130994344, + "TP": 1195, + "n_pred": 1215, + "n_ref": 5568 + }, + "12": { + "Dice": 0.02247799593771158, + "FN": 7219, + "FP": 0, + "IoU": 0.01136674883593536, + "TN": 130992630, + "TP": 83, + "n_pred": 83, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2880249592581941, + "FN": 61892, + "FP": 19805, + "IoU": 0.1682413308627395, + "TN": 130901710, + "TP": 16525, + "n_pred": 36330, + "n_ref": 78417 + }, + "14": { + "Dice": 0.043741595022416674, + "FN": 924690, + "FP": 12514, + "IoU": 0.02235982470982299, + "TN": 130041293, + "TP": 21435, + "n_pred": 33949, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.2917934670741169, + "FN": 172783, + "FP": 50858, + "IoU": 0.17081861089380193, + "TN": 130730219, + "TP": 46072, + "n_pred": 96930, + "n_ref": 218855 + }, + "3": { + "Dice": 0.3851779679327509, + "FN": 188558, + "FP": 113070, + "IoU": 0.23852657462176005, + "TN": 130603821, + "TP": 94483, + "n_pred": 207553, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 7433, + "IoU": 0.0, + "TN": 130990219, + "TP": 0, + "n_pred": 7433, + "n_ref": 2280 + }, + "5": { + "Dice": 0.06864262498065316, + "FN": 22832, + "FP": 1238, + "IoU": 0.035541130744881196, + "TN": 130974975, + "TP": 887, + "n_pred": 2125, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7171703048199014, + "FN": 303565, + "FP": 618819, + "IoU": 0.5590534016436349, + "TN": 128908105, + "TP": 1169443, + "n_pred": 1788262, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.30295231767074643, + "FN": 128609, + "FP": 218626, + "IoU": 0.17851726903450021, + "TN": 130577239, + "TP": 75458, + "n_pred": 294084, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7625239005736137, + "FN": 43272, + "FP": 8271, + "IoU": 0.6161928306551298, + "TN": 130865638, + "TP": 82751, + "n_pred": 91022, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6253118685551118, + "FN": 24261, + "FP": 15236, + "IoU": 0.4548754399282313, + "TN": 130927477, + "TP": 32958, + "n_pred": 48194, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5619254277716123, + "FN": 6531, + "FP": 72810, + "IoU": 0.39074846230044463, + "TN": 74296471, + "TP": 50886, + "n_pred": 123696, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5305229823791309, + "FN": 44934, + "FP": 14960, + "IoU": 0.3610284312156612, + "TN": 74332963, + "TP": 33841, + "n_pred": 48801, + "n_ref": 78775 + }, + "11": { + "Dice": 0.5510715279710549, + "FN": 1398, + "FP": 215, + "IoU": 0.3803303880138302, + "TN": 74424095, + "TP": 990, + "n_pred": 1205, + "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": 0.2201874411252854, + "FN": 89536, + "FP": 8148, + "IoU": 0.12371383718322494, + "TN": 74315223, + "TP": 13791, + "n_pred": 21939, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8494831380175016, + "FN": 38097, + "FP": 8963, + "IoU": 0.7383491421009908, + "TN": 74246840, + "TP": 132798, + "n_pred": 141761, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5686268287264765, + "FN": 13259, + "FP": 334, + "IoU": 0.39725966654842143, + "TN": 74404146, + "TP": 8959, + "n_pred": 9293, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5462630535687227, + "FN": 30428, + "FP": 116301, + "IoU": 0.37576471789461147, + "TN": 74191644, + "TP": 88325, + "n_pred": 204626, + "n_ref": 118753 + }, + "3": { + "Dice": 0.34811408138207356, + "FN": 98872, + "FP": 22178, + "IoU": 0.21073736234359822, + "TN": 74273327, + "TP": 32321, + "n_pred": 54499, + "n_ref": 131193 + }, + "4": { + "Dice": 0.07702546809832284, + "FN": 29158, + "FP": 2045, + "IoU": 0.04005537609598523, + "TN": 74394193, + "TP": 1302, + "n_pred": 3347, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7841313122165301, + "FN": 86677, + "FP": 354292, + "IoU": 0.6449144715174814, + "TN": 73184831, + "TP": 800898, + "n_pred": 1155190, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6383447754613591, + "FN": 39028, + "FP": 87296, + "IoU": 0.4688005920717887, + "TN": 74188889, + "TP": 111485, + "n_pred": 198781, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7891500904159132, + "FN": 12684, + "FP": 3640, + "IoU": 0.6517323775388292, + "TN": 74379826, + "TP": 30548, + "n_pred": 34188, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7046456632847662, + "FN": 10679, + "FP": 8680, + "IoU": 0.5439790822576086, + "TN": 74384246, + "TP": 23093, + "n_pred": 31773, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7282272786932191, + "FN": 18337, + "FP": 72771, + "IoU": 0.5726080348263374, + "TN": 106433516, + "TP": 122064, + "n_pred": 194835, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5803425353705002, + "FN": 45957, + "FP": 31252, + "IoU": 0.4087905356254068, + "TN": 106516093, + "TP": 53386, + "n_pred": 84638, + "n_ref": 99343 + }, + "11": { + "Dice": 0.30520271445971814, + "FN": 3774, + "FP": 219, + "IoU": 0.18008213552361396, + "TN": 106641818, + "TP": 877, + "n_pred": 1096, + "n_ref": 4651 + }, + "12": { + "Dice": 0.25075866475003994, + "FN": 4685, + "FP": 6, + "IoU": 0.1433528122717312, + "TN": 106641212, + "TP": 785, + "n_pred": 791, + "n_ref": 5470 + }, + "13": { + "Dice": 0.20976745905578764, + "FN": 35269, + "FP": 7481, + "IoU": 0.11717330249463076, + "TN": 106598264, + "TP": 5674, + "n_pred": 13155, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7662003559906553, + "FN": 15156, + "FP": 18470, + "IoU": 0.6210087348548887, + "TN": 106557963, + "TP": 55099, + "n_pred": 73569, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7495619875254047, + "FN": 5170, + "FP": 9124, + "IoU": 0.599439540423147, + "TN": 106611003, + "TP": 21391, + "n_pred": 30515, + "n_ref": 26561 + }, + "2": { + "Dice": 0.005968542381845054, + "FN": 186041, + "FP": 24472, + "IoU": 0.0029932037225603256, + "TN": 106435543, + "TP": 632, + "n_pred": 25104, + "n_ref": 186673 + }, + "3": { + "Dice": 0.4783610985730863, + "FN": 12188, + "FP": 289445, + "IoU": 0.31437228512264254, + "TN": 106206751, + "TP": 138304, + "n_pred": 427749, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7006297936022947, + "FN": 4465, + "FP": 336, + "IoU": 0.5392072175832614, + "TN": 106636269, + "TP": 5618, + "n_pred": 5954, + "n_ref": 10083 + }, + "5": { + "Dice": 0.29213915049010186, + "FN": 3682, + "FP": 1, + "IoU": 0.171055593067747, + "TN": 106642245, + "TP": 760, + "n_pred": 761, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9137674215766489, + "FN": 130657, + "FP": 84874, + "IoU": 0.8412263080002328, + "TN": 105289215, + "TP": 1141942, + "n_pred": 1226816, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6983756206733354, + "FN": 119187, + "FP": 68820, + "IoU": 0.5365415950756913, + "TN": 106241027, + "TP": 217654, + "n_pred": 286474, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7415690338001487, + "FN": 12704, + "FP": 27949, + "IoU": 0.5892806627601536, + "TN": 106547708, + "TP": 58327, + "n_pred": 86276, + "n_ref": 71031 + }, + "9": { + "Dice": 0.49645593546427247, + "FN": 55667, + "FP": 4007, + "IoU": 0.33019047939747, + "TN": 106557597, + "TP": 29417, + "n_pred": 33424, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7011024117186337, + "FN": 29871, + "FP": 76602, + "IoU": 0.5397672749907065, + "TN": 107895582, + "TP": 124873, + "n_pred": 201475, + "n_ref": 154744 + }, + "10": { + "Dice": 0.676196401513251, + "FN": 13756, + "FP": 50780, + "IoU": 0.5107981291833749, + "TN": 107995007, + "TP": 67385, + "n_pred": 118165, + "n_ref": 81141 + }, + "11": { + "Dice": 0.45874511606527235, + "FN": 2039, + "FP": 316, + "IoU": 0.29764390098419324, + "TN": 108123575, + "TP": 998, + "n_pred": 1314, + "n_ref": 3037 + }, + "12": { + "Dice": 0.41246526399364825, + "FN": 2935, + "FP": 25, + "IoU": 0.2598149537384346, + "TN": 108122929, + "TP": 1039, + "n_pred": 1064, + "n_ref": 3974 + }, + "13": { + "Dice": 0.37026902164256015, + "FN": 56584, + "FP": 14296, + "IoU": 0.22719640637606578, + "TN": 108035210, + "TP": 20838, + "n_pred": 35134, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5339561487130601, + "FN": 11887, + "FP": 37001, + "IoU": 0.3642156735245923, + "TN": 108050034, + "TP": 28006, + "n_pred": 65007, + "n_ref": 39893 + }, + "15": { + "Dice": 0.3894340637182417, + "FN": 18540, + "FP": 8712, + "IoU": 0.2417995159001753, + "TN": 108090985, + "TP": 8691, + "n_pred": 17403, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5538069984510586, + "FN": 94220, + "FP": 60758, + "IoU": 0.3829412795234834, + "TN": 107875772, + "TP": 96178, + "n_pred": 156936, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6512279154828385, + "FN": 40706, + "FP": 130170, + "IoU": 0.4828302149476704, + "TN": 107796522, + "TP": 159530, + "n_pred": 289700, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "n_ref": 33309 + }, + "5": { + "Dice": 0.40897560975609754, + "FN": 2829, + "FP": 200, + "IoU": 0.25705175374049544, + "TN": 108122851, + "TP": 1048, + "n_pred": 1248, + "n_ref": 3877 + }, + "6": { + "Dice": 0.835549459691879, + "FN": 136118, + "FP": 392639, + "IoU": 0.7175482605476633, + "TN": 106254902, + "TP": 1343269, + "n_pred": 1735908, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.57966681044128, + "FN": 77642, + "FP": 181580, + "IoU": 0.4081203021252888, + "TN": 107688964, + "TP": 178742, + "n_pred": 360322, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7601322176230607, + "FN": 4882, + "FP": 19283, + "IoU": 0.6130752233643962, + "TN": 108064474, + "TP": 38289, + "n_pred": 57572, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6927775428104929, + "FN": 26521, + "FP": 4714, + "IoU": 0.5299614759525673, + "TN": 108060476, + "TP": 35217, + "n_pred": 39931, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.384362986897214, + "FN": 63052, + "FP": 133769, + "IoU": 0.23790182063176155, + "TN": 62311898, + "TP": 61441, + "n_pred": 195210, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5095002871912694, + "FN": 25882, + "FP": 38165, + "IoU": 0.34183185867990257, + "TN": 62472849, + "TP": 33264, + "n_pred": 71429, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5143979057591623, + "FN": 1266, + "FP": 218, + "IoU": 0.34625550660792953, + "TN": 62567890, + "TP": 786, + "n_pred": 1004, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5290556900726392, + "FN": 2519, + "FP": 593, + "IoU": 0.3596707818930041, + "TN": 62565300, + "TP": 1748, + "n_pred": 2341, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5867755289788409, + "FN": 16196, + "FP": 19738, + "IoU": 0.4152033459729523, + "TN": 62508713, + "TP": 25513, + "n_pred": 45251, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7322251366471955, + "FN": 149674, + "FP": 89, + "IoU": 0.5775671673365771, + "TN": 62215635, + "TP": 204762, + "n_pred": 204851, + "n_ref": 354436 + }, + "15": { + "Dice": 0.07321628688830781, + "FN": 87811, + "FP": 1505, + "IoU": 0.037999224505622334, + "TN": 62477316, + "TP": 3528, + "n_pred": 5033, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5395330063667103, + "FN": 96167, + "FP": 24759, + "IoU": 0.3694249912656241, + "TN": 62378389, + "TP": 70845, + "n_pred": 95604, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5147212389980607, + "FN": 86306, + "FP": 128392, + "IoU": 0.34654857560262964, + "TN": 62241600, + "TP": 113862, + "n_pred": 242254, + "n_ref": 200168 + }, + "4": { + "Dice": 0.46835765906192434, + "FN": 15217, + "FP": 3542, + "IoU": 0.30578787654503736, + "TN": 62543138, + "TP": 8263, + "n_pred": 11805, + "n_ref": 23480 + }, + "5": { + "Dice": 0.01831371149958378, + "FN": 8098, + "FP": 157, + "IoU": 0.009241478636581852, + "TN": 62561828, + "TP": 77, + "n_pred": 234, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8507560335556034, + "FN": 221558, + "FP": 212089, + "IoU": 0.7402745269028699, + "TN": 60900524, + "TP": 1235989, + "n_pred": 1448078, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.46664640193831386, + "FN": 82238, + "FP": 158145, + "IoU": 0.3043305878880136, + "TN": 62224618, + "TP": 105159, + "n_pred": 263304, + "n_ref": 187397 + }, + "8": { + "Dice": 0.692433582455949, + "FN": 6659, + "FP": 49721, + "IoU": 0.5295590137260628, + "TN": 62450315, + "TP": 63465, + "n_pred": 113186, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5314196871954332, + "FN": 26695, + "FP": 13691, + "IoU": 0.36185946560905086, + "TN": 62506873, + "TP": 22901, + "n_pred": 36592, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6164368804867273, + "FN": 83287, + "FP": 162394, + "IoU": 0.44554301266976903, + "TN": 54938146, + "TP": 197421, + "n_pred": 359815, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7286020324086789, + "FN": 10248, + "FP": 39160, + "IoU": 0.5730715723803023, + "TN": 55265519, + "TP": 66321, + "n_pred": 105481, + "n_ref": 76569 + }, + "11": { + "Dice": 0.07036294811845914, + "FN": 4169, + "FP": 6, + "IoU": 0.036464343411031615, + "TN": 55376915, + "TP": 158, + "n_pred": 164, + "n_ref": 4327 + }, + "12": { + "Dice": 0.2409426661976785, + "FN": 4043, + "FP": 273, + "IoU": 0.13697260547890422, + "TN": 55376247, + "TP": 685, + "n_pred": 958, + "n_ref": 4728 + }, + "13": { + "Dice": 0.37293869799396007, + "FN": 36903, + "FP": 23520, + "IoU": 0.22920998584021124, + "TN": 55302857, + "TP": 17968, + "n_pred": 41488, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8221602576068695, + "FN": 24717, + "FP": 5769, + "IoU": 0.6980238720221881, + "TN": 55280293, + "TP": 70469, + "n_pred": 76238, + "n_ref": 95186 + }, + "15": { + "Dice": 0.43342932418356717, + "FN": 63100, + "FP": 1629, + "IoU": 0.27667396745932415, + "TN": 55291760, + "TP": 24759, + "n_pred": 26388, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5499066988604893, + "FN": 93109, + "FP": 74287, + "IoU": 0.37922159796777366, + "TN": 55111593, + "TP": 102259, + "n_pred": 176546, + "n_ref": 195368 + }, + "3": { + "Dice": 0.4524883008036433, + "FN": 99235, + "FP": 105628, + "IoU": 0.2923973376347503, + "TN": 55091731, + "TP": 84654, + "n_pred": 190282, + "n_ref": 183889 + }, + "4": { + "Dice": 0.553411306042885, + "FN": 4570, + "FP": 12, + "IoU": 0.38256299690068724, + "TN": 55373827, + "TP": 2839, + "n_pred": 2851, + "n_ref": 7409 + }, + "5": { + "Dice": 0.15908720456397718, + "FN": 5152, + "FP": 7, + "IoU": 0.08641756684965468, + "TN": 55375601, + "TP": 488, + "n_pred": 495, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8531999975037668, + "FN": 268343, + "FP": 155079, + "IoU": 0.743983253964607, + "TN": 53727364, + "TP": 1230462, + "n_pred": 1385541, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6035784762764159, + "FN": 42814, + "FP": 131154, + "IoU": 0.4322322923431906, + "TN": 55074841, + "TP": 132439, + "n_pred": 263593, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8911411247072215, + "FN": 6342, + "FP": 3604, + "IoU": 0.8036560328490209, + "TN": 55330592, + "TP": 40710, + "n_pred": 44314, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7589743589743589, + "FN": 13916, + "FP": 9584, + "IoU": 0.6115702479338843, + "TN": 55320748, + "TP": 37000, + "n_pred": 46584, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7454556802510819, + "FN": 37920, + "FP": 133370, + "IoU": 0.5942043405850148, + "TN": 110724506, + "TP": 250819, + "n_pred": 384189, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5597560588253978, + "FN": 38217, + "FP": 31084, + "IoU": 0.38865364597117097, + "TN": 111033257, + "TP": 44057, + "n_pred": 75141, + "n_ref": 82274 + }, + "11": { + "Dice": 0.5769166527476198, + "FN": 1907, + "FP": 626, + "IoU": 0.40539906103286383, + "TN": 111142355, + "TP": 1727, + "n_pred": 2353, + "n_ref": 3634 + }, + "12": { + "Dice": 0.4503835684236575, + "FN": 2194, + "FP": 27, + "IoU": 0.2906419674225487, + "TN": 111143484, + "TP": 910, + "n_pred": 937, + "n_ref": 3104 + }, + "13": { + "Dice": 0.42157119290062006, + "FN": 44067, + "FP": 6774, + "IoU": 0.2670828047514704, + "TN": 111077247, + "TP": 18527, + "n_pred": 25301, + "n_ref": 62594 + }, + "14": { + "Dice": 0.2613476177051029, + "FN": 34627, + "FP": 2053, + "IoU": 0.15031619912437166, + "TN": 111103446, + "TP": 6489, + "n_pred": 8542, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6955442285628304, + "FN": 6874, + "FP": 9313, + "IoU": 0.5332064480779768, + "TN": 111111938, + "TP": 18490, + "n_pred": 27803, + "n_ref": 25364 + }, + "2": { + "Dice": 0.41707529377629476, + "FN": 98389, + "FP": 62335, + "IoU": 0.2634839750345978, + "TN": 110928393, + "TP": 57498, + "n_pred": 119833, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6747940417741533, + "FN": 66163, + "FP": 105789, + "IoU": 0.5091993720565149, + "TN": 110796265, + "TP": 178398, + "n_pred": 284187, + "n_ref": 244561 + }, + "4": { + "Dice": 0.39319647098744487, + "FN": 14203, + "FP": 103, + "IoU": 0.24470724882529962, + "TN": 111127674, + "TP": 4635, + "n_pred": 4738, + "n_ref": 18838 + }, + "5": { + "Dice": 0.40284814459811036, + "FN": 3296, + "FP": 1065, + "IoU": 0.2522290809327846, + "TN": 111140783, + "TP": 1471, + "n_pred": 2536, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9001519542844583, + "FN": 162640, + "FP": 157167, + "IoU": 0.818433016989029, + "TN": 109385243, + "TP": 1441565, + "n_pred": 1598732, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.23345644472623603, + "FN": 299719, + "FP": 218942, + "IoU": 0.13215436666097763, + "TN": 110548973, + "TP": 78981, + "n_pred": 297923, + "n_ref": 378700 + }, + "8": { + "Dice": 0.827467637540453, + "FN": 6911, + "FP": 23797, + "IoU": 0.7057098499223736, + "TN": 111042269, + "TP": 73638, + "n_pred": 97435, + "n_ref": 80549 + }, + "9": { + "Dice": 0.6063148597924487, + "FN": 31140, + "FP": 954, + "IoU": 0.4350443599493029, + "TN": 111089807, + "TP": 24714, + "n_pred": 25668, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8220421849695995, + "FN": 15139, + "FP": 65848, + "IoU": 0.6978536705479427, + "TN": 96852986, + "TP": 187052, + "n_pred": 252900, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5743286585749324, + "FN": 28739, + "FP": 38947, + "IoU": 0.4028478667466563, + "TN": 97007677, + "TP": 45662, + "n_pred": 84609, + "n_ref": 74401 + }, + "11": { + "Dice": 0.4107560405300078, + "FN": 2858, + "FP": 166, + "IoU": 0.2584600294261893, + "TN": 97116947, + "TP": 1054, + "n_pred": 1220, + "n_ref": 3912 + }, + "12": { + "Dice": 0.3326665640867826, + "FN": 4202, + "FP": 135, + "IoU": 0.19952011812476927, + "TN": 97115607, + "TP": 1081, + "n_pred": 1216, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5513692088141764, + "FN": 26837, + "FP": 13088, + "IoU": 0.38061403372686514, + "TN": 97056566, + "TP": 24534, + "n_pred": 37622, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8373756941753843, + "FN": 36050, + "FP": 1726, + "IoU": 0.7202461620492768, + "TN": 96985992, + "TP": 97257, + "n_pred": 98983, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5215603990921938, + "FN": 44139, + "FP": 553, + "IoU": 0.35277761686844694, + "TN": 97051973, + "TP": 24360, + "n_pred": 24913, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5102598475950949, + "FN": 102877, + "FP": 20968, + "IoU": 0.34251600641318314, + "TN": 96932663, + "TP": 64517, + "n_pred": 85485, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6238146350655565, + "FN": 51012, + "FP": 152613, + "IoU": 0.4532925948498753, + "TN": 96748568, + "TP": 168832, + "n_pred": 321445, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0024342181523125074, + "FN": 17212, + "FP": 0, + "IoU": 0.0012185922358266118, + "TN": 97103792, + "TP": 21, + "n_pred": 21, + "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": 0.8704064632308804, + "FN": 166629, + "FP": 256525, + "IoU": 0.7705483741704384, + "TN": 95276828, + "TP": 1421043, + "n_pred": 1677568, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6840428778228577, + "FN": 99239, + "FP": 110948, + "IoU": 0.5198063571335555, + "TN": 96683312, + "TP": 227526, + "n_pred": 338474, + "n_ref": 326765 + }, + "8": { + "Dice": 0.672355436028975, + "FN": 27106, + "FP": 44043, + "IoU": 0.506427288052112, + "TN": 96976874, + "TP": 73002, + "n_pred": 117045, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6546118427234774, + "FN": 46681, + "FP": 4777, + "IoU": 0.4865598371615015, + "TN": 97020803, + "TP": 48764, + "n_pred": 53541, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7298109099268493, + "FN": 28877, + "FP": 95708, + "IoU": 0.5745687123519689, + "TN": 78763561, + "TP": 168259, + "n_pred": 263967, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7421413809246509, + "FN": 28016, + "FP": 17150, + "IoU": 0.5900038125669469, + "TN": 78946243, + "TP": 64996, + "n_pred": 82146, + "n_ref": 93012 + }, + "11": { + "Dice": 0.30045200744482853, + "FN": 2444, + "FP": 187, + "IoU": 0.17678347934918648, + "TN": 79053209, + "TP": 565, + "n_pred": 752, + "n_ref": 3009 + }, + "12": { + "Dice": 0.13631156930126, + "FN": 2766, + "FP": 250, + "IoU": 0.07314074984634296, + "TN": 79053151, + "TP": 238, + "n_pred": 488, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5223382177884058, + "FN": 40683, + "FP": 4660, + "IoU": 0.3534896984387253, + "TN": 78986270, + "TP": 24792, + "n_pred": 29452, + "n_ref": 65475 + }, + "14": { + "Dice": 0.514490541683746, + "FN": 8382, + "FP": 47287, + "IoU": 0.3463394586978219, + "TN": 78971240, + "TP": 29496, + "n_pred": 76783, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4145511468046008, + "FN": 26350, + "FP": 8058, + "IoU": 0.2614724189740288, + "TN": 79009815, + "TP": 12182, + "n_pred": 20240, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6033834835192463, + "FN": 21548, + "FP": 98346, + "IoU": 0.43203232698384125, + "TN": 78845312, + "TP": 91199, + "n_pred": 189545, + "n_ref": 112747 + }, + "3": { + "Dice": 0.2961597390401819, + "FN": 91419, + "FP": 50989, + "IoU": 0.17381895816533136, + "TN": 78884036, + "TP": 29961, + "n_pred": 80950, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5354116810038161, + "FN": 4343, + "FP": 2840, + "IoU": 0.36557145380674794, + "TN": 79045083, + "TP": 4139, + "n_pred": 6979, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4563475326866301, + "FN": 3335, + "FP": 532, + "IoU": 0.29562841530054645, + "TN": 79050915, + "TP": 1623, + "n_pred": 2155, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8538849270059367, + "FN": 175174, + "FP": 216166, + "IoU": 0.7450254753000352, + "TN": 77521585, + "TP": 1143480, + "n_pred": 1359646, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6713598901098901, + "FN": 204176, + "FP": 59956, + "IoU": 0.5052985267510984, + "TN": 78522483, + "TP": 269790, + "n_pred": 329746, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6609958927032098, + "FN": 5456, + "FP": 21286, + "IoU": 0.4936473974210895, + "TN": 79003592, + "TP": 26071, + "n_pred": 47357, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6782951938976903, + "FN": 33143, + "FP": 3043, + "IoU": 0.5131971910565825, + "TN": 78982071, + "TP": 38148, + "n_pred": 41191, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6241216329556972, + "FN": 12041, + "FP": 254612, + "IoU": 0.45361686607258117, + "TN": 122223907, + "TP": 221380, + "n_pred": 475992, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6004756349277574, + "FN": 43485, + "FP": 45553, + "IoU": 0.4290569352801236, + "TN": 122555991, + "TP": 66911, + "n_pred": 112464, + "n_ref": 110396 + }, + "11": { + "Dice": 0.2855404583248834, + "FN": 3478, + "FP": 45, + "IoU": 0.16654837946534184, + "TN": 122707713, + "TP": 704, + "n_pred": 749, + "n_ref": 4182 + }, + "12": { + "Dice": 0.10318754633061528, + "FN": 5942, + "FP": 107, + "IoU": 0.054400500234484915, + "TN": 122705543, + "TP": 348, + "n_pred": 455, + "n_ref": 6290 + }, + "13": { + "Dice": 0.1232433897255236, + "FN": 47433, + "FP": 43157, + "IoU": 0.06566828594119042, + "TN": 122614983, + "TP": 6367, + "n_pred": 49524, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7512501235814154, + "FN": 35507, + "FP": 12298, + "IoU": 0.6016017601026726, + "TN": 122591947, + "TP": 72188, + "n_pred": 84486, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8267429760665973, + "FN": 14542, + "FP": 776, + "IoU": 0.7046563192904657, + "TN": 122660075, + "TP": 36547, + "n_pred": 37323, + "n_ref": 51089 + }, + "2": { + "Dice": 0.16252872414826655, + "FN": 117420, + "FP": 83754, + "IoU": 0.08845238904370285, + "TN": 122491245, + "TP": 19521, + "n_pred": 103275, + "n_ref": 136941 + }, + "3": { + "Dice": 0.5350575711783034, + "FN": 25850, + "FP": 182752, + "IoU": 0.3652413642006865, + "TN": 122383308, + "TP": 120030, + "n_pred": 302782, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 2276, + "IoU": 0.0, + "TN": 122644189, + "TP": 0, + "n_pred": 2276, + "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": 0.8026966014545343, + "FN": 411190, + "FP": 227708, + "IoU": 0.6704203816924629, + "TN": 120773416, + "TP": 1299626, + "n_pred": 1527334, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4001343255473426, + "FN": 301703, + "FP": 491416, + "IoU": 0.2501049506448319, + "TN": 121654300, + "TP": 264521, + "n_pred": 755937, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8582152449234158, + "FN": 21895, + "FP": 15956, + "IoU": 0.7516436360773198, + "TN": 122559534, + "TP": 114555, + "n_pred": 130511, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6318688819471769, + "FN": 35403, + "FP": 10440, + "IoU": 0.4618481910173033, + "TN": 122626754, + "TP": 39343, + "n_pred": 49783, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c881f61455fd02aba2eea18d644b84e594f1575a --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,11136 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.23280769727812178, + "FN": 1645.9333333333338, + "FP": 1387.446153846154, + "IoU": 0.1824880375063752, + "TN": 264467.6, + "TP": 2086.71282051282, + "n_pred": 3474.158974358975, + "n_ref": 3732.646153846154 + }, + "mean": { + "1": { + "Dice": 0.02818122696726642, + "FN": 122.0, + "FP": 487.2307692307692, + "IoU": 0.015632515632515633, + "TN": 268973.46153846156, + "TP": 5.0, + "n_pred": 492.2307692307692, + "n_ref": 127.0 + }, + "10": { + "Dice": 0.171995200630656, + "FN": 1011.3846153846154, + "FP": 2047.3076923076924, + "IoU": 0.13617841658593235, + "TN": 264274.92307692306, + "TP": 2254.076923076923, + "n_pred": 4301.384615384615, + "n_ref": 3265.4615384615386 + }, + "11": { + "Dice": 0.0, + "FN": 60.0, + "FP": 3.923076923076923, + "IoU": 0.0, + "TN": 269523.76923076925, + "TP": 0.0, + "n_pred": 3.923076923076923, + "n_ref": 60.0 + }, + "12": { + "Dice": 0.15517241379310345, + "FN": 126.38461538461539, + "FP": 42.92307692307692, + "IoU": 0.10112359550561799, + "TN": 269405.92307692306, + "TP": 12.461538461538462, + "n_pred": 55.38461538461539, + "n_ref": 138.84615384615384 + }, + "13": { + "Dice": 0.0951324526158475, + "FN": 1400.923076923077, + "FP": 234.84615384615384, + "IoU": 0.05568276223044897, + "TN": 267861.1538461539, + "TP": 90.76923076923077, + "n_pred": 325.61538461538464, + "n_ref": 1491.6923076923076 + }, + "14": { + "Dice": 0.8135757722812818, + "FN": 837.1538461538462, + "FP": 108.46153846153847, + "IoU": 0.6857376588184165, + "TN": 266578.6923076923, + "TP": 2063.3846153846152, + "n_pred": 2171.846153846154, + "n_ref": 2900.5384615384614 + }, + "15": { + "Dice": 0.10024391694925337, + "FN": 2214.846153846154, + "FP": 111.92307692307692, + "IoU": 0.052766730341652836, + "TN": 267131.3076923077, + "TP": 129.6153846153846, + "n_pred": 241.53846153846155, + "n_ref": 2344.4615384615386 + }, + "2": { + "Dice": 0.47854721292062735, + "FN": 2047.923076923077, + "FP": 1042.5384615384614, + "IoU": 0.39980355147374114, + "TN": 263089.6153846154, + "TP": 3407.6153846153848, + "n_pred": 4450.153846153846, + "n_ref": 5455.538461538462 + }, + "3": { + "Dice": 0.07634082693860021, + "FN": 5485.923076923077, + "FP": 818.3076923076923, + "IoU": 0.04316990185752864, + "TN": 262370.76923076925, + "TP": 912.6923076923077, + "n_pred": 1731.0, + "n_ref": 6398.615384615385 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 341.7692307692308, + "IoU": 0.0, + "TN": 269245.92307692306, + "TP": 0.0, + "n_pred": 341.7692307692308, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 273.15384615384613, + "FP": 26.153846153846153, + "IoU": 0.0, + "TN": 269288.3846153846, + "TP": 0.0, + "n_pred": 26.153846153846153, + "n_ref": 273.15384615384613 + }, + "6": { + "Dice": 0.48095276585061913, + "FN": 3805.923076923077, + "FP": 12004.307692307691, + "IoU": 0.4005777344459077, + "TN": 240104.6923076923, + "TP": 13672.76923076923, + "n_pred": 25677.076923076922, + "n_ref": 17478.69230769231 + }, + "7": { + "Dice": 0.08784654514624841, + "FN": 5123.615384615385, + "FP": 2176.923076923077, + "IoU": 0.0677186813761372, + "TN": 257504.92307692306, + "TP": 4782.2307692307695, + "n_pred": 6959.153846153846, + "n_ref": 9905.846153846154 + }, + "8": { + "Dice": 0.5785031646484552, + "FN": 1053.3846153846155, + "FP": 601.0769230769231, + "IoU": 0.47731531329146, + "TN": 265381.92307692306, + "TP": 2551.3076923076924, + "n_pred": 3152.3846153846152, + "n_ref": 3604.6923076923076 + }, + "9": { + "Dice": 0.4256239604298681, + "FN": 1126.3846153846155, + "FP": 764.0, + "IoU": 0.3016137010362692, + "TN": 266278.53846153844, + "TP": 1418.7692307692307, + "n_pred": 2182.769230769231, + "n_ref": 2545.153846153846 + } + }, + "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": 5939, + "IoU": 0.0, + "TN": 169293, + "TP": 0, + "n_pred": 5939, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1304, + "IoU": 0.0, + "TN": 173928, + "TP": 0, + "n_pred": 1304, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3336, + "FP": 0, + "IoU": 0.0, + "TN": 171896, + "TP": 0, + "n_pred": 0, + "n_ref": 3336 + }, + "6": { + "Dice": 0.7954395750704245, + "FN": 16347, + "FP": 12845, + "IoU": 0.6603567231730445, + "TN": 89283, + "TP": 56757, + "n_pred": 69602, + "n_ref": 73104 + }, + "7": { + "Dice": 0.0, + "FN": 8680, + "FP": 1274, + "IoU": 0.0, + "TN": 165278, + "TP": 0, + "n_pred": 1274, + "n_ref": 8680 + }, + "8": { + "Dice": 0.4025238634525158, + "FN": 29, + "FP": 7357, + "IoU": 0.25197488353250963, + "TN": 165358, + "TP": 2488, + "n_pred": 9845, + "n_ref": 2517 + }, + "9": { + "Dice": 0.6871291434962254, + "FN": 9170, + "FP": 901, + "IoU": 0.5233790818741126, + "TN": 154102, + "TP": 11059, + "n_pred": 11960, + "n_ref": 20229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0102.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": 0.5374058256154326, + "FN": 4269, + "FP": 15011, + "IoU": 0.3674333147412973, + "TN": 319985, + "TP": 11199, + "n_pred": 26210, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10483460559796437, + "FN": 3107, + "FP": 411, + "IoU": 0.05531686358754028, + "TN": 346740, + "TP": 206, + "n_pred": 617, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 142, + "IoU": 0.0, + "TN": 350322, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7970828326358099, + "FN": 302, + "FP": 4595, + "IoU": 0.6626248708232862, + "TN": 335949, + "TP": 9618, + "n_pred": 14213, + "n_ref": 9920 + }, + "7": { + "Dice": 0.7027723611699873, + "FN": 52493, + "FP": 94, + "IoU": 0.5417494510090975, + "TN": 235708, + "TP": 62169, + "n_pred": 62263, + "n_ref": 114662 + }, + "8": { + "Dice": 0.7721518987341772, + "FN": 36, + "FP": 0, + "IoU": 0.6288659793814433, + "TN": 350367, + "TP": 61, + "n_pred": 61, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1005, + "IoU": 0.0, + "TN": 174227, + "TP": 0, + "n_pred": 1005, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 28, + "IoU": 0.0, + "TN": 174570, + "TP": 0, + "n_pred": 28, + "n_ref": 634 + }, + "12": { + "Dice": 0.46551724137931033, + "FN": 217, + "FP": 155, + "IoU": 0.30337078651685395, + "TN": 174698, + "TP": 162, + "n_pred": 317, + "n_ref": 379 + }, + "13": { + "Dice": 0.3767313019390582, + "FN": 6, + "FP": 669, + "IoU": 0.23208191126279865, + "TN": 174353, + "TP": 204, + "n_pred": 873, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.1038280020975354, + "FN": 69, + "FP": 3349, + "IoU": 0.054756637168141595, + "TN": 171616, + "TP": 198, + "n_pred": 3547, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 340, + "IoU": 0.0, + "TN": 174677, + "TP": 0, + "n_pred": 340, + "n_ref": 215 + }, + "6": { + "Dice": 0.5234283658602392, + "FN": 4211, + "FP": 1088, + "IoU": 0.354488975514679, + "TN": 167023, + "TP": 2910, + "n_pred": 3998, + "n_ref": 7121 + }, + "7": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 169798, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8486382223593858, + "FN": 9511, + "FP": 298, + "IoU": 0.7370734714664808, + "TN": 137925, + "TP": 27498, + "n_pred": 27796, + "n_ref": 37009 + }, + "9": { + "Dice": 0.5548425787106447, + "FN": 2149, + "FP": 5274, + "IoU": 0.383932276537472, + "TN": 163183, + "TP": 4626, + "n_pred": 9900, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 174521, + "TP": 0, + "n_pred": 711, + "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": 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": 0.0, + "FN": 0, + "FP": 2822, + "IoU": 0.0, + "TN": 172410, + "TP": 0, + "n_pred": 2822, + "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": 125098, + "IoU": 0.0, + "TN": 50134, + "TP": 0, + "n_pred": 125098, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6546, + "IoU": 0.0, + "TN": 168686, + "TP": 0, + "n_pred": 6546, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3338, + "FP": 0, + "IoU": 0.0, + "TN": 171894, + "TP": 0, + "n_pred": 0, + "n_ref": 3338 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 174615, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8385557794298154, + "FN": 3662, + "FP": 3309, + "IoU": 0.7219940179461615, + "TN": 150157, + "TP": 18104, + "n_pred": 21413, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08922880815806246, + "FN": 15099, + "FP": 620, + "IoU": 0.0466977985323549, + "TN": 158743, + "TP": 770, + "n_pred": 1390, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8689883913764511, + "FN": 5, + "FP": 74, + "IoU": 0.7683284457478006, + "TN": 174891, + "TP": 262, + "n_pred": 336, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "8": { + "Dice": 0.8692018386961973, + "FN": 780, + "FP": 159, + "IoU": 0.7686622320768662, + "TN": 171173, + "TP": 3120, + "n_pred": 3279, + "n_ref": 3900 + }, + "9": { + "Dice": 0.46052411951260225, + "FN": 3324, + "FP": 3140, + "IoU": 0.29914344573349233, + "TN": 166009, + "TP": 2759, + "n_pred": 5899, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 728, + "FP": 0, + "IoU": 0.0, + "TN": 349736, + "TP": 0, + "n_pred": 0, + "n_ref": 728 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 350321, + "TP": 0, + "n_pred": 143, + "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": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "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": 9982, + "IoU": 0.0, + "TN": 340482, + "TP": 0, + "n_pred": 9982, + "n_ref": 0 + }, + "3": { + "Dice": 0.0015212017493820118, + "FN": 10495, + "FP": 7, + "IoU": 0.0007611798287345385, + "TN": 339954, + "TP": 8, + "n_pred": 15, + "n_ref": 10503 + }, + "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": 758, + "IoU": 0.0, + "TN": 349706, + "TP": 0, + "n_pred": 758, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 400, + "IoU": 0.0, + "TN": 350064, + "TP": 0, + "n_pred": 400, + "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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5537, + "IoU": 0.0, + "TN": 344927, + "TP": 0, + "n_pred": 5537, + "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": 0.7624811785893537, + "FN": 7152, + "FP": 893, + "IoU": 0.6161370359767153, + "TN": 329506, + "TP": 12913, + "n_pred": 13806, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4286, + "IoU": 0.0, + "TN": 346178, + "TP": 0, + "n_pred": 4286, + "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": 0.8549403114544177, + "FN": 28028, + "FP": 66, + "IoU": 0.7466338392720254, + "TN": 239581, + "TP": 82789, + "n_pred": 82855, + "n_ref": 110817 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8135757722812818, + "FN": 10883, + "FP": 1410, + "IoU": 0.6857376588184165, + "TN": 136115, + "TP": 26824, + "n_pred": 28234, + "n_ref": 37707 + }, + "15": { + "Dice": 0.10024391694925337, + "FN": 28793, + "FP": 1455, + "IoU": 0.052766730341652836, + "TN": 143299, + "TP": 1685, + "n_pred": 3140, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19726858877086495, + "FN": 315, + "FP": 214, + "IoU": 0.10942760942760943, + "TN": 174638, + "TP": 65, + "n_pred": 279, + "n_ref": 380 + }, + "10": { + "Dice": 0.0, + "FN": 5217, + "FP": 0, + "IoU": 0.0, + "TN": 170015, + "TP": 0, + "n_pred": 0, + "n_ref": 5217 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 259, + "IoU": 0.0, + "TN": 173547, + "TP": 0, + "n_pred": 259, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2549, + "IoU": 0.0, + "TN": 172683, + "TP": 0, + "n_pred": 2549, + "n_ref": 0 + }, + "3": { + "Dice": 0.27635493084608365, + "FN": 60753, + "FP": 306, + "IoU": 0.16033169229076707, + "TN": 102514, + "TP": 11659, + "n_pred": 11965, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4976, + "IoU": 0.0, + "TN": 170256, + "TP": 0, + "n_pred": 4976, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19913, + "IoU": 0.0, + "TN": 155319, + "TP": 0, + "n_pred": 19913, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 175030, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 497, + "IoU": 0.0, + "TN": 174735, + "TP": 0, + "n_pred": 497, + "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": 144, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.761266494637332, + "FN": 19466, + "FP": 55, + "IoU": 0.6145522756441899, + "TN": 124587, + "TP": 31124, + "n_pred": 31179, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2690, + "IoU": 0.0, + "TN": 172542, + "TP": 0, + "n_pred": 2690, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1470, + "IoU": 0.0, + "TN": 173762, + "TP": 0, + "n_pred": 1470, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8767310417840616, + "FN": 589, + "FP": 6630, + "IoU": 0.7805174667842267, + "TN": 142341, + "TP": 25672, + "n_pred": 32302, + "n_ref": 26261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.16250825716976847, + "FN": 1268.4923076923076, + "FP": 1042.4769230769232, + "IoU": 0.12757058208201874, + "TN": 198293.4717948718, + "TP": 1586.3282051282051, + "n_pred": 2628.805128205128, + "n_ref": 2854.820512820513 + }, + "mean": { + "1": { + "Dice": 0.17636346254160928, + "FN": 269.7692307692308, + "FP": 2728.153846153846, + "IoU": 0.15221030702218044, + "TN": 195184.6923076923, + "TP": 4008.153846153846, + "n_pred": 6736.307692307692, + "n_ref": 4277.923076923077 + }, + "10": { + "Dice": 0.05932616106609997, + "FN": 400.84615384615387, + "FP": 2473.769230769231, + "IoU": 0.033656502737730444, + "TN": 199110.0, + "TP": 206.15384615384616, + "n_pred": 2679.923076923077, + "n_ref": 607.0 + }, + "11": { + "Dice": 0.0, + "FN": 458.3076923076923, + "FP": 0.0, + "IoU": 0.0, + "TN": 201732.46153846153, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 458.3076923076923 + }, + "12": { + "Dice": 0.0, + "FN": 2.5384615384615383, + "FP": 3.6923076923076925, + "IoU": 0.0, + "TN": 202184.53846153847, + "TP": 0.0, + "n_pred": 3.6923076923076925, + "n_ref": 2.5384615384615383 + }, + "13": { + "Dice": 0.03564926501334877, + "FN": 957.6923076923077, + "FP": 993.7692307692307, + "IoU": 0.01876641113754516, + "TN": 200139.38461538462, + "TP": 99.92307692307692, + "n_pred": 1093.6923076923076, + "n_ref": 1057.6153846153845 + }, + "14": { + "Dice": 0.4418991994137177, + "FN": 469.0769230769231, + "FP": 369.2307692307692, + "IoU": 0.39589550754048786, + "TN": 198291.15384615384, + "TP": 3061.3076923076924, + "n_pred": 3430.5384615384614, + "n_ref": 3530.3846153846152 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 385.0769230769231, + "IoU": 0.0, + "TN": 201805.6923076923, + "TP": 0.0, + "n_pred": 385.0769230769231, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.3783659275620066, + "FN": 850.3846153846154, + "FP": 2115.3846153846152, + "IoU": 0.32479506181323037, + "TN": 197535.61538461538, + "TP": 1689.3846153846155, + "n_pred": 3804.769230769231, + "n_ref": 2539.769230769231 + }, + "3": { + "Dice": 0.20054430738731543, + "FN": 2930.923076923077, + "FP": 238.53846153846155, + "IoU": 0.15307760528774875, + "TN": 197980.6923076923, + "TP": 1040.6153846153845, + "n_pred": 1279.1538461538462, + "n_ref": 3971.5384615384614 + }, + "4": { + "Dice": 0.04091112103617686, + "FN": 492.0769230769231, + "FP": 767.2307692307693, + "IoU": 0.021328117723758963, + "TN": 200896.23076923078, + "TP": 35.23076923076923, + "n_pred": 802.4615384615385, + "n_ref": 527.3076923076923 + }, + "5": { + "Dice": 0.21157906434048226, + "FN": 515.9230769230769, + "FP": 29.846153846153847, + "IoU": 0.11830495836957873, + "TN": 201571.76923076922, + "TP": 73.23076923076923, + "n_pred": 103.07692307692308, + "n_ref": 589.1538461538462 + }, + "6": { + "Dice": 0.3033647037160196, + "FN": 3312.923076923077, + "FP": 2653.846153846154, + "IoU": 0.2562991337673379, + "TN": 184948.07692307694, + "TP": 11275.923076923076, + "n_pred": 13929.76923076923, + "n_ref": 14588.846153846154 + }, + "7": { + "Dice": 0.16542280188564648, + "FN": 5970.7692307692305, + "FP": 2051.153846153846, + "IoU": 0.1243233157481566, + "TN": 192346.61538461538, + "TP": 1822.2307692307693, + "n_pred": 3873.3846153846152, + "n_ref": 7793.0 + }, + "8": { + "Dice": 0.08640991964298324, + "FN": 1708.076923076923, + "FP": 169.0, + "IoU": 0.04720993260113065, + "TN": 200253.46153846153, + "TP": 60.23076923076923, + "n_pred": 229.23076923076923, + "n_ref": 1768.3076923076924 + }, + "9": { + "Dice": 0.33778792394112056, + "FN": 688.0769230769231, + "FP": 658.4615384615385, + "IoU": 0.2676918774813951, + "TN": 200421.6923076923, + "TP": 422.53846153846155, + "n_pred": 1081.0, + "n_ref": 1110.6153846153845 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1188, + "IoU": 0.0, + "TN": 174044, + "TP": 0, + "n_pred": 1188, + "n_ref": 0 + }, + "10": { + "Dice": 0.23730464426439987, + "FN": 5176, + "FP": 12051, + "IoU": 0.13462601095092178, + "TN": 155325, + "TP": 2680, + "n_pred": 14731, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "13": { + "Dice": 0.12015503875968993, + "FN": 11542, + "FP": 7072, + "IoU": 0.06391752577319587, + "TN": 155347, + "TP": 1271, + "n_pred": 8343, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.467452345171241, + "FN": 6589, + "FP": 144, + "IoU": 0.3050165152766309, + "TN": 165544, + "TP": 2955, + "n_pred": 3099, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 965, + "IoU": 0.0, + "TN": 174267, + "TP": 0, + "n_pred": 965, + "n_ref": 0 + }, + "4": { + "Dice": 0.08182224207235372, + "FN": 6397, + "FP": 3882, + "IoU": 0.042656235447517926, + "TN": 164495, + "TP": 458, + "n_pred": 4340, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6504219454816221, + "FN": 14068, + "FP": 2129, + "IoU": 0.4819446665600512, + "TN": 143967, + "TP": 15068, + "n_pred": 17197, + "n_ref": 29136 + }, + "7": { + "Dice": 0.32990628696205987, + "FN": 126, + "FP": 7239, + "IoU": 0.1975375898888647, + "TN": 166054, + "TP": 1813, + "n_pred": 9052, + "n_ref": 1939 + }, + "8": { + "Dice": 0.2, + "FN": 0, + "FP": 672, + "IoU": 0.1111111111111111, + "TN": 174476, + "TP": 84, + "n_pred": 756, + "n_ref": 84 + }, + "9": { + "Dice": 0.5055859465290083, + "FN": 5292, + "FP": 1125, + "IoU": 0.33831717879975254, + "TN": 165534, + "TP": 3281, + "n_pred": 4406, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14978, + "IoU": 0.0, + "TN": 160254, + "TP": 0, + "n_pred": 14978, + "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": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.058091286307053944, + "FN": 908, + "FP": 0, + "IoU": 0.029914529914529916, + "TN": 174296, + "TP": 28, + "n_pred": 28, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8706444547686998, + "FN": 3818, + "FP": 80, + "IoU": 0.7709214856605547, + "TN": 158216, + "TP": 13118, + "n_pred": 13198, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1043, + "IoU": 0.0, + "TN": 174189, + "TP": 0, + "n_pred": 1043, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8035311252682255, + "FN": 16799, + "FP": 872, + "IoU": 0.671585481442935, + "TN": 121425, + "TP": 36136, + "n_pred": 37008, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1647, + "IoU": 0.0, + "TN": 173585, + "TP": 0, + "n_pred": 1647, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.845565749235474, + "FN": 598, + "FP": 210, + "IoU": 0.7324503311258278, + "TN": 172212, + "TP": 2212, + "n_pred": 2422, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.03580562659846547, + "FN": 377, + "FP": 0, + "IoU": 0.018229166666666668, + "TN": 174848, + "TP": 7, + "n_pred": 7, + "n_ref": 384 + }, + "7": { + "Dice": 0.03753706209159734, + "FN": 66790, + "FP": 80, + "IoU": 0.01912752662305278, + "TN": 107058, + "TP": 1304, + "n_pred": 1384, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 8356, + "IoU": 0.0, + "TN": 166876, + "TP": 0, + "n_pred": 8356, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 4087, + "IoU": 0.0, + "TN": 171145, + "TP": 0, + "n_pred": 4087, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1525, + "IoU": 0.0, + "TN": 173707, + "TP": 0, + "n_pred": 1525, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0131.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": 0.8837983988274354, + "FN": 6098, + "FP": 4367, + "IoU": 0.7917910150809757, + "TN": 300202, + "TP": 39797, + "n_pred": 44164, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5006, + "IoU": 0.0, + "TN": 345458, + "TP": 0, + "n_pred": 5006, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1518, + "IoU": 0.0, + "TN": 348946, + "TP": 0, + "n_pred": 1518, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 447, + "IoU": 0.0, + "TN": 350017, + "TP": 0, + "n_pred": 447, + "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": 16944, + "IoU": 0.0, + "TN": 333520, + "TP": 0, + "n_pred": 16944, + "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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 11752, + "IoU": 0.0, + "TN": 163480, + "TP": 0, + "n_pred": 11752, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 829, + "IoU": 0.0, + "TN": 174403, + "TP": 0, + "n_pred": 829, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 174799, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 160, + "IoU": 0.0, + "TN": 175072, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 931, + "IoU": 0.0, + "TN": 174301, + "TP": 0, + "n_pred": 931, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6092, + "IoU": 0.0, + "TN": 169140, + "TP": 0, + "n_pred": 6092, + "n_ref": 0 + }, + "5": { + "Dice": 0.21157906434048226, + "FN": 6707, + "FP": 388, + "IoU": 0.11830495836957873, + "TN": 167185, + "TP": 952, + "n_pred": 1340, + "n_ref": 7659 + }, + "6": { + "Dice": 0.002461033634126333, + "FN": 10, + "FP": 21878, + "IoU": 0.0012320328542094457, + "TN": 153317, + "TP": 27, + "n_pred": 21905, + "n_ref": 37 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.05922975892894971, + "FN": 22205, + "FP": 0, + "IoU": 0.030518686692280823, + "TN": 152328, + "TP": 699, + "n_pred": 699, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 7218, + "IoU": 0.0, + "TN": 164959, + "TP": 0, + "n_pred": 7218, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13608156028368795, + "FN": 3071, + "FP": 827, + "IoU": 0.07300832342449465, + "TN": 171027, + "TP": 307, + "n_pred": 1134, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 25529, + "IoU": 0.0, + "TN": 149703, + "TP": 0, + "n_pred": 25529, + "n_ref": 0 + }, + "3": { + "Dice": 0.40452370595911263, + "FN": 38097, + "FP": 235, + "IoU": 0.2535441657579062, + "TN": 123880, + "TP": 13020, + "n_pred": 13255, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2831, + "IoU": 0.0, + "TN": 172401, + "TP": 0, + "n_pred": 2831, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9094088596360185, + "FN": 312, + "FP": 9997, + "IoU": 0.8338678226677195, + "TN": 113179, + "TP": 51744, + "n_pred": 61741, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": 0.7987421383647799, + "FN": 5, + "FP": 251, + "IoU": 0.6649214659685864, + "TN": 174468, + "TP": 508, + "n_pred": 759, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5048, + "IoU": 0.0, + "TN": 170184, + "TP": 0, + "n_pred": 5048, + "n_ref": 0 + }, + "7": { + "Dice": 0.7905162641458682, + "FN": 10704, + "FP": 199, + "IoU": 0.6535980937251787, + "TN": 143757, + "TP": 20572, + "n_pred": 20771, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.012690355329949238, + "FN": 124, + "FP": 8434, + "IoU": 0.006385696040868455, + "TN": 341851, + "TP": 55, + "n_pred": 8489, + "n_ref": 179 + }, + "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": 0.9320987654320988, + "FN": 648, + "FP": 210, + "IoU": 0.8728323699421965, + "TN": 343717, + "TP": 5889, + "n_pred": 6099, + "n_ref": 6537 + }, + "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": 0.9346978987457174, + "FN": 11814, + "FP": 1509, + "IoU": 0.877401722614841, + "TN": 241792, + "TP": 95349, + "n_pred": 96858, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 349914, + "TP": 0, + "n_pred": 550, + "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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2396773701116065, + "FN": 2218.892307692308, + "FP": 972.1487179487181, + "IoU": 0.18095109397249423, + "TN": 210395.27179487178, + "TP": 2083.8410256410257, + "n_pred": 3055.9897435897433, + "n_ref": 4302.733333333334 + }, + "mean": { + "1": { + "Dice": 0.22557741867232725, + "FN": 4609.7692307692305, + "FP": 614.3076923076923, + "IoU": 0.17046997457471624, + "TN": 205443.3076923077, + "TP": 5002.7692307692305, + "n_pred": 5617.076923076923, + "n_ref": 9612.538461538461 + }, + "10": { + "Dice": 0.21938267720217583, + "FN": 3807.4615384615386, + "FP": 810.3846153846154, + "IoU": 0.13990801213928306, + "TN": 209897.23076923078, + "TP": 1155.076923076923, + "n_pred": 1965.4615384615386, + "n_ref": 4962.538461538462 + }, + "11": { + "Dice": 0.27876460888179305, + "FN": 245.3846153846154, + "FP": 2.076923076923077, + "IoU": 0.16868985836019287, + "TN": 215371.61538461538, + "TP": 51.07692307692308, + "n_pred": 53.15384615384615, + "n_ref": 296.46153846153845 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 9.846153846153847, + "IoU": 0.0, + "TN": 215660.3076923077, + "TP": 0.0, + "n_pred": 9.846153846153847, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.24478107789212977, + "FN": 5105.076923076923, + "FP": 313.0769230769231, + "IoU": 0.15965502304935525, + "TN": 208958.84615384616, + "TP": 1293.1538461538462, + "n_pred": 1606.2307692307693, + "n_ref": 6398.2307692307695 + }, + "14": { + "Dice": 0.7741067107409092, + "FN": 2599.230769230769, + "FP": 444.2307692307692, + "IoU": 0.6320233236114395, + "TN": 206872.53846153847, + "TP": 5754.153846153846, + "n_pred": 6198.384615384615, + "n_ref": 8353.384615384615 + }, + "15": { + "Dice": 0.10393405941046191, + "FN": 2220.3076923076924, + "FP": 1005.2307692307693, + "IoU": 0.0579946489998726, + "TN": 212094.46153846153, + "TP": 350.15384615384613, + "n_pred": 1355.3846153846155, + "n_ref": 2570.4615384615386 + }, + "2": { + "Dice": 0.41154934466822635, + "FN": 434.84615384615387, + "FP": 543.3846153846154, + "IoU": 0.3520309858550131, + "TN": 212827.46153846153, + "TP": 1864.4615384615386, + "n_pred": 2407.846153846154, + "n_ref": 2299.3076923076924 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 140.6153846153846, + "IoU": 0.0, + "TN": 215529.53846153847, + "TP": 0.0, + "n_pred": 140.6153846153846, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.02753811857007875, + "FN": 2082.769230769231, + "FP": 102.53846153846153, + "IoU": 0.015006283471004118, + "TN": 213473.61538461538, + "TP": 11.23076923076923, + "n_pred": 113.76923076923077, + "n_ref": 2094.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.769230769230769, + "IoU": 0.0, + "TN": 215667.38461538462, + "TP": 0.0, + "n_pred": 2.769230769230769, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.5916929108993523, + "FN": 4088.3076923076924, + "FP": 7806.076923076923, + "IoU": 0.5109419002517136, + "TN": 191505.3076923077, + "TP": 12270.461538461539, + "n_pred": 20076.53846153846, + "n_ref": 16358.76923076923 + }, + "7": { + "Dice": 0.07508797019818807, + "FN": 6273.461538461538, + "FP": 920.3846153846154, + "IoU": 0.04299598292503905, + "TN": 208102.61538461538, + "TP": 373.6923076923077, + "n_pred": 1294.076923076923, + "n_ref": 6647.153846153846 + }, + "8": { + "Dice": 0.21816906156753382, + "FN": 340.61538461538464, + "FP": 1025.4615384615386, + "IoU": 0.12508066642416946, + "TN": 214197.76923076922, + "TP": 106.3076923076923, + "n_pred": 1131.7692307692307, + "n_ref": 446.9230769230769 + }, + "9": { + "Dice": 0.424576592970921, + "FN": 1476.1538461538462, + "FP": 841.8461538461538, + "IoU": 0.339469749925615, + "TN": 210327.07692307694, + "TP": 3025.076923076923, + "n_pred": 3866.923076923077, + "n_ref": 4501.2307692307695 + } + }, + "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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7513994603519794, + "FN": 407, + "FP": 5766, + "IoU": 0.601793316991356, + "TN": 159730, + "TP": 9329, + "n_pred": 15095, + "n_ref": 9736 + }, + "15": { + "Dice": 0.20786811882092382, + "FN": 26591, + "FP": 8102, + "IoU": 0.1159892979997452, + "TN": 135987, + "TP": 4552, + "n_pred": 12654, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4734, + "IoU": 0.0, + "TN": 170498, + "TP": 0, + "n_pred": 4734, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7236781439610498, + "FN": 37384, + "FP": 7565, + "IoU": 0.5670028610236106, + "TN": 71423, + "TP": 58860, + "n_pred": 66425, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 175070, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 0.0, + "FN": 808, + "FP": 943, + "IoU": 0.0, + "TN": 523945, + "TP": 0, + "n_pred": 943, + "n_ref": 808 + }, + "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": 111, + "IoU": 0.0, + "TN": 525585, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "13": { + "Dice": 0.002390438247011952, + "FN": 1513, + "FP": 991, + "IoU": 0.0011966493817311527, + "TN": 523189, + "TP": 3, + "n_pred": 994, + "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": 0.00017464198393293747, + "FN": 11450, + "FP": 0, + "IoU": 8.732861758798358e-05, + "TN": 514245, + "TP": 1, + "n_pred": 1, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7499445553337769, + "FN": 1190, + "FP": 3320, + "IoU": 0.5999290339749844, + "TN": 514423, + "TP": 6763, + "n_pred": 10083, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 8194, + "IoU": 0.0, + "TN": 501303, + "TP": 0, + "n_pred": 8194, + "n_ref": 16199 + }, + "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": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6767322560169817, + "FN": 59927, + "FP": 2207, + "IoU": 0.5114099237241487, + "TN": 48062, + "TP": 65036, + "n_pred": 67243, + "n_ref": 124963 + }, + "10": { + "Dice": 0.3857271906052394, + "FN": 295, + "FP": 1065, + "IoU": 0.23894795747062114, + "TN": 173445, + "TP": 427, + "n_pred": 1492, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 140, + "IoU": 0.0, + "TN": 175092, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 80925, + "IoU": 0.0, + "TN": 94307, + "TP": 0, + "n_pred": 80925, + "n_ref": 0 + }, + "7": { + "Dice": 0.21761878203595994, + "FN": 28790, + "FP": 669, + "IoU": 0.12209440934557159, + "TN": 141676, + "TP": 4097, + "n_pred": 4766, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.796813961129839, + "FN": 33383, + "FP": 9, + "IoU": 0.6622533302315231, + "TN": 76365, + "TP": 65475, + "n_pred": 65484, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 4966, + "IoU": 0.0, + "TN": 167993, + "TP": 0, + "n_pred": 4966, + "n_ref": 2273 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 175097, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 418, + "IoU": 0.0, + "TN": 174814, + "TP": 0, + "n_pred": 418, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.2983422488215667, + "FN": 25666, + "FP": 830, + "IoU": 0.1753244732173426, + "TN": 143103, + "TP": 5633, + "n_pred": 6463, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0826157034308082, + "FN": 19921, + "FP": 0, + "IoU": 0.04308771255644154, + "TN": 154414, + "TP": 897, + "n_pred": 897, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7346810516392585, + "FN": 2927, + "FP": 4672, + "IoU": 0.5806291390728476, + "TN": 157112, + "TP": 10521, + "n_pred": 15193, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 829, + "IoU": 0.0, + "TN": 174403, + "TP": 0, + "n_pred": 829, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5950, + "FP": 44, + "IoU": 0.0, + "TN": 169238, + "TP": 0, + "n_pred": 44, + "n_ref": 5950 + }, + "8": { + "Dice": 0.13186051119476916, + "FN": 4201, + "FP": 13325, + "IoU": 0.07058386805960651, + "TN": 156375, + "TP": 1331, + "n_pred": 14656, + "n_ref": 5532 + }, + "9": { + "Dice": 0.24352617079889807, + "FN": 12170, + "FP": 187, + "IoU": 0.13864491844416563, + "TN": 160886, + "TP": 1989, + "n_pred": 2176, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0015529959880936975, + "FN": 6195, + "FP": 1520, + "IoU": 0.0007771014117342313, + "TN": 167511, + "TP": 6, + "n_pred": 1526, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40719724177560696, + "FN": 15551, + "FP": 955, + "IoU": 0.25564825253664036, + "TN": 153057, + "TP": 5669, + "n_pred": 6624, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 628, + "IoU": 0.0, + "TN": 174604, + "TP": 0, + "n_pred": 628, + "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": 13784, + "FP": 3, + "IoU": 0.0, + "TN": 161445, + "TP": 0, + "n_pred": 3, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9000498474182684, + "FN": 2211, + "FP": 6010, + "IoU": 0.818264214342559, + "TN": 129996, + "TP": 37015, + "n_pred": 43025, + "n_ref": 39226 + }, + "7": { + "Dice": 0.016820538763121284, + "FN": 29718, + "FP": 1378, + "IoU": 0.008481601938651872, + "TN": 143870, + "TP": 266, + "n_pred": 1644, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2033620336203362, + "FN": 55, + "FP": 3831, + "IoU": 0.11319032405294387, + "TN": 170850, + "TP": 496, + "n_pred": 4327, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.27083448390125364, + "FN": 9871, + "FP": 3332, + "IoU": 0.15662727563078888, + "TN": 159577, + "TP": 2452, + "n_pred": 5784, + "n_ref": 12323 + }, + "11": { + "Dice": 0.14811181951937225, + "FN": 1736, + "FP": 1, + "IoU": 0.07997881355932203, + "TN": 173344, + "TP": 151, + "n_pred": 152, + "n_ref": 1887 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5983803445199368, + "FN": 11199, + "FP": 505, + "IoU": 0.42692062870293296, + "TN": 154809, + "TP": 8719, + "n_pred": 9224, + "n_ref": 19918 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8746446459997292, + "FN": 495, + "FP": 1357, + "IoU": 0.7772164080356069, + "TN": 166919, + "TP": 6461, + "n_pred": 7818, + "n_ref": 6956 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 124, + "FP": 11, + "IoU": 0.0, + "TN": 175097, + "TP": 0, + "n_pred": 11, + "n_ref": 124 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "6": { + "Dice": 0.9329386197573538, + "FN": 1097, + "FP": 2822, + "IoU": 0.8743064241957728, + "TN": 144053, + "TP": 27260, + "n_pred": 30082, + "n_ref": 28357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": 0.3044776119402985, + "FN": 227, + "FP": 6, + "IoU": 0.1795774647887324, + "TN": 174948, + "TP": 51, + "n_pred": 57, + "n_ref": 278 + }, + "9": { + "Dice": 0.873301566824112, + "FN": 3329, + "FP": 2760, + "IoU": 0.7750978798847603, + "TN": 148158, + "TP": 20985, + "n_pred": 23745, + "n_ref": 24314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 349419, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + }, + "10": { + "Dice": 0.5792218210990774, + "FN": 6662, + "FP": 2779, + "IoU": 0.40767927724449465, + "TN": 334525, + "TP": 6498, + "n_pred": 9277, + "n_ref": 13160 + }, + "11": { + "Dice": 0.40941739824421386, + "FN": 1454, + "FP": 26, + "IoU": 0.25740090316106373, + "TN": 348471, + "TP": 513, + "n_pred": 539, + "n_ref": 1967 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.13332166148728497, + "FN": 18182, + "FP": 1619, + "IoU": 0.0714218720690302, + "TN": 329140, + "TP": 1523, + "n_pred": 3142, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8599703703703704, + "FN": 2231, + "FP": 132, + "IoU": 0.7543403680216239, + "TN": 340845, + "TP": 7256, + "n_pred": 7388, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 911, + "IoU": 0.0, + "TN": 349553, + "TP": 0, + "n_pred": 911, + "n_ref": 0 + }, + "4": { + "Dice": 0.16505406943653955, + "FN": 339, + "FP": 1128, + "IoU": 0.08995037220843673, + "TN": 348852, + "TP": 145, + "n_pred": 1273, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8352392098250165, + "FN": 11266, + "FP": 419, + "IoU": 0.7170907682250683, + "TN": 309161, + "TP": 29618, + "n_pred": 30037, + "n_ref": 40884 + }, + "7": { + "Dice": 0.2911764705882353, + "FN": 898, + "FP": 1512, + "IoU": 0.1703958691910499, + "TN": 347559, + "TP": 495, + "n_pred": 2007, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8026931936112588, + "FN": 3636, + "FP": 4159, + "IoU": 0.6704156272462052, + "TN": 326813, + "TP": 15856, + "n_pred": 20015, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0367.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 913.8051282051281, + "FP": 858.625641025641, + "IoU": NaN, + "TN": 198898.9641025641, + "TP": 1519.3743589743592, + "n_pred": 2378.0, + "n_ref": 2433.179487179487 + }, + "mean": { + "1": { + "Dice": 0.41777285435975753, + "FN": 1829.4615384615386, + "FP": 156.53846153846155, + "IoU": 0.35980942074692307, + "TN": 193799.23076923078, + "TP": 6405.538461538462, + "n_pred": 6562.076923076923, + "n_ref": 8235.0 + }, + "10": { + "Dice": 0.366784594871901, + "FN": 684.3846153846154, + "FP": 980.5384615384615, + "IoU": 0.2898668510369205, + "TN": 198820.46153846153, + "TP": 1705.3846153846155, + "n_pred": 2685.923076923077, + "n_ref": 2389.769230769231 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 202190.76923076922, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 39.46153846153846, + "FP": 0.0, + "IoU": 0.0, + "TN": 202151.3076923077, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 39.46153846153846 + }, + "13": { + "Dice": 0.1354380035695219, + "FN": 595.3846153846154, + "FP": 493.15384615384613, + "IoU": 0.08235283054353959, + "TN": 201037.07692307694, + "TP": 65.15384615384616, + "n_pred": 558.3076923076923, + "n_ref": 660.5384615384615 + }, + "14": { + "Dice": 0.2788287088138647, + "FN": 317.38461538461536, + "FP": 2474.3846153846152, + "IoU": 0.19331656169733646, + "TN": 197708.46153846153, + "TP": 1690.5384615384614, + "n_pred": 4164.923076923077, + "n_ref": 2007.923076923077 + }, + "15": { + "Dice": 0.12326373330943632, + "FN": 1151.5384615384614, + "FP": 275.9230769230769, + "IoU": 0.07029692850206981, + "TN": 200551.6923076923, + "TP": 211.6153846153846, + "n_pred": 487.53846153846155, + "n_ref": 1363.1538461538462 + }, + "2": { + "Dice": 0.056074766355140186, + "FN": 183.84615384615384, + "FP": 1518.923076923077, + "IoU": 0.030612244897959186, + "TN": 200469.3076923077, + "TP": 18.692307692307693, + "n_pred": 1537.6153846153845, + "n_ref": 202.53846153846155 + }, + "3": { + "Dice": 0.006366381479617514, + "FN": 1441.8461538461538, + "FP": 849.3846153846154, + "IoU": 0.0032242442779222102, + "TN": 199880.07692307694, + "TP": 19.46153846153846, + "n_pred": 868.8461538461538, + "n_ref": 1461.3076923076924 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 58.15384615384615, + "IoU": 0.0, + "TN": 202132.61538461538, + "TP": 0.0, + "n_pred": 58.15384615384615, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.3534675615212528, + "FN": 24.384615384615383, + "FP": 709.2307692307693, + "IoU": 0.21467391304347827, + "TN": 201256.61538461538, + "TP": 200.53846153846155, + "n_pred": 909.7692307692307, + "n_ref": 224.92307692307693 + }, + "6": { + "Dice": 0.22718493234376708, + "FN": 2920.846153846154, + "FP": 1020.8461538461538, + "IoU": 0.2064991756304657, + "TN": 192789.53846153847, + "TP": 5459.538461538462, + "n_pred": 6480.384615384615, + "n_ref": 8380.384615384615 + }, + "7": { + "Dice": 0.3151127469440143, + "FN": 1640.1538461538462, + "FP": 3905.6923076923076, + "IoU": 0.24615172158689735, + "TN": 190461.23076923078, + "TP": 6183.692307692308, + "n_pred": 10089.384615384615, + "n_ref": 7823.846153846154 + }, + "8": { + "Dice": 0.2942004805696194, + "FN": 2555.846153846154, + "FP": 138.92307692307693, + "IoU": 0.20608280324025685, + "TN": 199007.15384615384, + "TP": 488.84615384615387, + "n_pred": 627.7692307692307, + "n_ref": 3044.6923076923076 + }, + "9": { + "Dice": 0.2784401416334846, + "FN": 322.53846153846155, + "FP": 297.6923076923077, + "IoU": 0.18663464352736603, + "TN": 201228.92307692306, + "TP": 341.61538461538464, + "n_pred": 639.3076923076923, + "n_ref": 664.1538461538462 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6907, + "IoU": 0.0, + "TN": 168325, + "TP": 0, + "n_pred": 6907, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 23940, + "IoU": 0.0, + "TN": 151292, + "TP": 0, + "n_pred": 23940, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5576574176277294, + "FN": 4126, + "FP": 30739, + "IoU": 0.38663312339467293, + "TN": 118390, + "TP": 21977, + "n_pred": 52716, + "n_ref": 26103 + }, + "15": { + "Dice": 0.24652746661887265, + "FN": 14970, + "FP": 1846, + "IoU": 0.14059385700413962, + "TN": 155665, + "TP": 2751, + "n_pred": 4597, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 381, + "IoU": 0.0, + "TN": 174851, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4146341463414634, + "FN": 412, + "FP": 20, + "IoU": 0.26153846153846155, + "TN": 174647, + "TP": 153, + "n_pred": 173, + "n_ref": 565 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16822429906542055, + "FN": 2390, + "FP": 13, + "IoU": 0.09183673469387756, + "TN": 172586, + "TP": 243, + "n_pred": 256, + "n_ref": 2633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2504, + "IoU": 0.0, + "TN": 172728, + "TP": 0, + "n_pred": 2504, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 614, + "IoU": 0.0, + "TN": 174618, + "TP": 0, + "n_pred": 614, + "n_ref": 0 + }, + "9": { + "Dice": 0.24074074074074073, + "FN": 809, + "FP": 11, + "IoU": 0.1368421052631579, + "TN": 174282, + "TP": 130, + "n_pred": 141, + "n_ref": 939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "10": { + "Dice": 0.7112132235624481, + "FN": 6838, + "FP": 6737, + "IoU": 0.551847083292067, + "TN": 144941, + "TP": 16716, + "n_pred": 23453, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.12711786793662425, + "FN": 7328, + "FP": 2203, + "IoU": 0.06787286063569682, + "TN": 165007, + "TP": 694, + "n_pred": 2897, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9029693889249818, + "FN": 8237, + "FP": 6997, + "IoU": 0.8231031840033443, + "TN": 89114, + "TP": 70884, + "n_pred": 77881, + "n_ref": 79121 + }, + "7": { + "Dice": 0.3856332703213611, + "FN": 4246, + "FP": 5829, + "IoU": 0.2388758782201405, + "TN": 161995, + "TP": 3162, + "n_pred": 8991, + "n_ref": 7408 + }, + "8": { + "Dice": 0.660977501939488, + "FN": 1344, + "FP": 404, + "IoU": 0.4936268829663963, + "TN": 171780, + "TP": 1704, + "n_pred": 2108, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5945796841597131, + "FN": 3384, + "FP": 2495, + "IoU": 0.42306182531894015, + "TN": 165042, + "TP": 4311, + "n_pred": 6806, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0133.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": 4166, + "IoU": 0.0, + "TN": 346298, + "TP": 0, + "n_pred": 4166, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1428, + "IoU": 0.0, + "TN": 349036, + "TP": 0, + "n_pred": 1428, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1741, + "IoU": 0.0, + "TN": 348723, + "TP": 0, + "n_pred": 1741, + "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": 0.0, + "FN": 0, + "FP": 1011, + "IoU": 0.0, + "TN": 349453, + "TP": 0, + "n_pred": 1011, + "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": 190, + "IoU": 0.0, + "TN": 350274, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6307, + "IoU": 0.0, + "TN": 344157, + "TP": 0, + "n_pred": 6307, + "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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8760062697778961, + "FN": 19684, + "FP": 1279, + "IoU": 0.7793693560948913, + "TN": 80218, + "TP": 74051, + "n_pred": 75330, + "n_ref": 93735 + }, + "10": { + "Dice": 0.755925155925156, + "FN": 2059, + "FP": 1463, + "IoU": 0.607620320855615, + "TN": 166256, + "TP": 5454, + "n_pred": 6917, + "n_ref": 7513 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 438, + "FP": 0, + "IoU": 0.0, + "TN": 174794, + "TP": 0, + "n_pred": 0, + "n_ref": 438 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4182, + "IoU": 0.0, + "TN": 171050, + "TP": 0, + "n_pred": 4182, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 19696, + "IoU": 0.0, + "TN": 155536, + "TP": 0, + "n_pred": 19696, + "n_ref": 0 + }, + "3": { + "Dice": 0.025465525918470056, + "FN": 18744, + "FP": 620, + "IoU": 0.012896977111688841, + "TN": 155615, + "TP": 253, + "n_pred": 873, + "n_ref": 18997 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 714, + "IoU": 0.0, + "TN": 174518, + "TP": 0, + "n_pred": 714, + "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": 4804, + "IoU": 0.0, + "TN": 170428, + "TP": 0, + "n_pred": 4804, + "n_ref": 0 + }, + "7": { + "Dice": 0.6293522382939798, + "FN": 795, + "FP": 12171, + "IoU": 0.4591640944356386, + "TN": 151258, + "TP": 11008, + "n_pred": 23179, + "n_ref": 11803 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7950851476611339, + "FN": 4099, + "FP": 654, + "IoU": 0.659868326892801, + "TN": 161258, + "TP": 9221, + "n_pred": 9875, + "n_ref": 13320 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.005770340450086555, + "FN": 29734, + "FP": 1280, + "IoU": 0.0028935185185185184, + "TN": 144128, + "TP": 90, + "n_pred": 1370, + "n_ref": 29824 + }, + "7": { + "Dice": 0.875690973048745, + "FN": 16281, + "FP": 2519, + "IoU": 0.7788703568656049, + "TN": 90214, + "TP": 66218, + "n_pred": 68737, + "n_ref": 82499 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.3534675615212528, + "FN": 317, + "FP": 9220, + "IoU": 0.21467391304347827, + "TN": 163088, + "TP": 2607, + "n_pred": 11827, + "n_ref": 2924 + }, + "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": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.22162393976937006, + "FN": 31882, + "FP": 788, + "IoU": 0.12462152675437421, + "TN": 137911, + "TP": 4651, + "n_pred": 5439, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1364, + "IoU": 0.0, + "TN": 173868, + "TP": 0, + "n_pred": 1364, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.16599812324599705, + "FN": 1377.5948717948716, + "FP": 594.0564102564102, + "IoU": 0.1323659448002359, + "TN": 185552.32307692303, + "TP": 1187.4102564102564, + "n_pred": 1781.466666666667, + "n_ref": 2565.005128205128 + }, + "mean": { + "1": { + "Dice": 0.5768696512623371, + "FN": 1777.6923076923076, + "FP": 193.30769230769232, + "IoU": 0.5149863633520777, + "TN": 182894.6923076923, + "TP": 3845.6923076923076, + "n_pred": 4039.0, + "n_ref": 5623.384615384615 + }, + "10": { + "Dice": 0.19927576330852642, + "FN": 3396.3846153846152, + "FP": 1162.2307692307693, + "IoU": 0.1245711152726792, + "TN": 183643.46153846153, + "TP": 509.3076923076923, + "n_pred": 1671.5384615384614, + "n_ref": 3905.6923076923076 + }, + "11": { + "Dice": 0.0006571381632988336, + "FN": 155.53846153846155, + "FP": 2.076923076923077, + "IoU": 0.000328893274132544, + "TN": 188553.61538461538, + "TP": 0.15384615384615385, + "n_pred": 2.230769230769231, + "n_ref": 155.69230769230768 + }, + "12": { + "Dice": 0.0, + "FN": 772.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 187939.38461538462, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 772.0 + }, + "13": { + "Dice": 0.02347035597615078, + "FN": 1547.8461538461538, + "FP": 1594.076923076923, + "IoU": 0.012606323330407745, + "TN": 185430.38461538462, + "TP": 139.07692307692307, + "n_pred": 1733.1538461538462, + "n_ref": 1686.923076923077 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 284.0, + "IoU": 0.0, + "TN": 188427.38461538462, + "TP": 0.0, + "n_pred": 284.0, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 8.0, + "IoU": 0.0, + "TN": 188703.38461538462, + "TP": 0.0, + "n_pred": 8.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.13026983761499075, + "FN": 990.0769230769231, + "FP": 1134.923076923077, + "IoU": 0.10692044636429086, + "TN": 184758.53846153847, + "TP": 1827.8461538461538, + "n_pred": 2962.769230769231, + "n_ref": 2817.923076923077 + }, + "3": { + "Dice": 0.18781380558719105, + "FN": 2245.923076923077, + "FP": 608.9230769230769, + "IoU": 0.13970969214116452, + "TN": 184083.61538461538, + "TP": 1772.923076923077, + "n_pred": 2381.846153846154, + "n_ref": 4018.846153846154 + }, + "4": { + "Dice": 0.011352657004830917, + "FN": 203.07692307692307, + "FP": 17.692307692307693, + "IoU": 0.0057746651922840645, + "TN": 188487.0, + "TP": 3.6153846153846154, + "n_pred": 21.307692307692307, + "n_ref": 206.69230769230768 + }, + "5": { + "Dice": 0.08005343901047765, + "FN": 2384.3076923076924, + "FP": 222.30769230769232, + "IoU": 0.0454890520910634, + "TN": 185694.53846153847, + "TP": 410.2307692307692, + "n_pred": 632.5384615384615, + "n_ref": 2794.5384615384614 + }, + "6": { + "Dice": 0.3467558342911522, + "FN": 688.6923076923077, + "FP": 1528.0, + "IoU": 0.29222090195359357, + "TN": 182882.6923076923, + "TP": 3612.0, + "n_pred": 5140.0, + "n_ref": 4300.692307692308 + }, + "7": { + "Dice": 0.28317245253022283, + "FN": 3965.769230769231, + "FP": 582.6923076923077, + "IoU": 0.2025924652058946, + "TN": 181440.07692307694, + "TP": 2722.846153846154, + "n_pred": 3305.5384615384614, + "n_ref": 6688.615384615385 + }, + "8": { + "Dice": 0.558375433717932, + "FN": 1710.5384615384614, + "FP": 532.1538461538462, + "IoU": 0.4900019939730385, + "TN": 183679.53846153847, + "TP": 2789.153846153846, + "n_pred": 3321.3076923076924, + "n_ref": 4499.692307692308 + }, + "9": { + "Dice": 0.09190548022284535, + "FN": 826.0769230769231, + "FP": 1040.4615384615386, + "IoU": 0.0502872598529118, + "TN": 186666.53846153847, + "TP": 178.30769230769232, + "n_pred": 1218.7692307692307, + "n_ref": 1004.3846153846154 + } + }, + "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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7805359610862814, + "FN": 22601, + "FP": 1853, + "IoU": 0.6400647630261996, + "TN": 107292, + "TP": 43486, + "n_pred": 45339, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3692, + "IoU": 0.0, + "TN": 171540, + "TP": 0, + "n_pred": 3692, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "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": 7170, + "IoU": 0.0, + "TN": 168062, + "TP": 0, + "n_pred": 7170, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1012, + "IoU": 0.0, + "TN": 174220, + "TP": 0, + "n_pred": 1012, + "n_ref": 0 + }, + "7": { + "Dice": 0.593887366189171, + "FN": 23521, + "FP": 38, + "IoU": 0.42236116219198233, + "TN": 134447, + "TP": 17226, + "n_pred": 17264, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 929, + "IoU": 0.0, + "TN": 174303, + "TP": 0, + "n_pred": 929, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95007299270073, + "FN": 509, + "FP": 175, + "IoU": 0.9048943270300334, + "TN": 168040, + "TP": 6508, + "n_pred": 6683, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5541338582677166, + "FN": 1720, + "FP": 998, + "IoU": 0.38325391422736554, + "TN": 170825, + "TP": 1689, + "n_pred": 2687, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2881, + "IoU": 0.0, + "TN": 172351, + "TP": 0, + "n_pred": 2881, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6788, + "IoU": 0.0, + "TN": 168444, + "TP": 0, + "n_pred": 6788, + "n_ref": 0 + }, + "3": { + "Dice": 0.7411016801145691, + "FN": 14361, + "FP": 463, + "IoU": 0.5886906578618796, + "TN": 139191, + "TP": 21217, + "n_pred": 21680, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 175045, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 175036, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "7": { + "Dice": 0.7017461854362125, + "FN": 5756, + "FP": 3177, + "IoU": 0.540530809587491, + "TN": 155790, + "TP": 10509, + "n_pred": 13686, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9615623288921336, + "FN": 1026, + "FP": 27, + "IoU": 0.9259701912260967, + "TN": 161008, + "TP": 13171, + "n_pred": 13198, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.11415752741774676, + "FN": 2763, + "FP": 11453, + "IoU": 0.060533967750462596, + "TN": 160100, + "TP": 916, + "n_pred": 12369, + "n_ref": 3679 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13945578231292516, + "FN": 15737, + "FP": 6527, + "IoU": 0.07495429616087751, + "TN": 151164, + "TP": 1804, + "n_pred": 8331, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.034057971014492754, + "FN": 2640, + "FP": 26, + "IoU": 0.017323995576852193, + "TN": 172519, + "TP": 47, + "n_pred": 73, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 112, + "IoU": 0.0, + "TN": 174604, + "TP": 0, + "n_pred": 112, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1473, + "IoU": 0.0, + "TN": 173759, + "TP": 0, + "n_pred": 1473, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 5830, + "IoU": 0.0, + "TN": 156036, + "TP": 0, + "n_pred": 5830, + "n_ref": 13366 + }, + "9": { + "Dice": 0.20501680889578486, + "FN": 5523, + "FP": 9848, + "IoU": 0.11421656197775601, + "TN": 157879, + "TP": 1982, + "n_pred": 11830, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.1402308105206656, + "FN": 24243, + "FP": 1385, + "IoU": 0.07540226567573417, + "TN": 147514, + "TP": 2090, + "n_pred": 3475, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0013663535439795047, + "FN": 4385, + "FP": 1462, + "IoU": 0.0006836438215689625, + "TN": 169381, + "TP": 4, + "n_pred": 1466, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 91, + "IoU": 0.0, + "TN": 175141, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 175026, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8256319811875368, + "FN": 1364, + "FP": 9017, + "IoU": 0.7030436523828595, + "TN": 140274, + "TP": 24577, + "n_pred": 33594, + "n_ref": 25941 + }, + "7": { + "Dice": 0.40340116355595335, + "FN": 22255, + "FP": 408, + "IoU": 0.25266281945589447, + "TN": 144907, + "TP": 7662, + "n_pred": 8070, + "n_ref": 29917 + }, + "8": { + "Dice": 0.6639935846030474, + "FN": 418, + "FP": 1, + "IoU": 0.4969987995198079, + "TN": 174399, + "TP": 414, + "n_pred": 415, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "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": 8875, + "IoU": 0.0, + "TN": 166357, + "TP": 0, + "n_pred": 8875, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3251, + "IoU": 0.0, + "TN": 171981, + "TP": 0, + "n_pred": 3251, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.24016031703143295, + "FN": 30914, + "FP": 2832, + "IoU": 0.1364671562731902, + "TN": 136153, + "TP": 5333, + "n_pred": 8165, + "n_ref": 36247 + }, + "6": { + "Dice": 0.7464886023486069, + "FN": 2057, + "FP": 145, + "IoU": 0.5955180014695077, + "TN": 169788, + "TP": 3242, + "n_pred": 3387, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 2298, + "IoU": 0.0, + "TN": 172933, + "TP": 0, + "n_pred": 2298, + "n_ref": 1 + }, + "8": { + "Dice": 0.8428963378265537, + "FN": 5248, + "FP": 20, + "IoU": 0.7284536082474227, + "TN": 155832, + "TP": 14132, + "n_pred": 14152, + "n_ref": 19380 + }, + "9": { + "Dice": 0.07069963177275118, + "FN": 5216, + "FP": 3617, + "IoU": 0.03664521758097939, + "TN": 166063, + "TP": 336, + "n_pred": 3953, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 485, + "IoU": 0.0, + "TN": 174747, + "TP": 0, + "n_pred": 485, + "n_ref": 0 + }, + "10": { + "Dice": 0.1878566203365033, + "FN": 15427, + "FP": 1226, + "IoU": 0.10366542870983368, + "TN": 156653, + "TP": 1926, + "n_pred": 3152, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 169138, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 839, + "IoU": 0.0, + "TN": 174393, + "TP": 0, + "n_pred": 839, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4159, + "IoU": 0.0, + "TN": 171073, + "TP": 0, + "n_pred": 4159, + "n_ref": 0 + }, + "3": { + "Dice": 0.19796734782138609, + "FN": 14836, + "FP": 0, + "IoU": 0.10985780284394311, + "TN": 158565, + "TP": 1831, + "n_pred": 1831, + "n_ref": 16667 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "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": 7916, + "IoU": 0.0, + "TN": 167316, + "TP": 0, + "n_pred": 7916, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 181, + "IoU": 0.0, + "TN": 175029, + "TP": 0, + "n_pred": 181, + "n_ref": 22 + }, + "8": { + "Dice": 0.8818003509858573, + "FN": 2179, + "FP": 111, + "IoU": 0.7885893648449039, + "TN": 164400, + "TP": 8542, + "n_pred": 8653, + "n_ref": 10721 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.001971414489896501, + "FN": 2022, + "FP": 3, + "IoU": 0.000986679822397632, + "TN": 173205, + "TP": 2, + "n_pred": 5, + "n_ref": 2024 + }, + "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": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7816190256899445, + "FN": 12871, + "FP": 407, + "IoU": 0.6415226781857452, + "TN": 138192, + "TP": 23762, + "n_pred": 24169, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8551702565019216, + "FN": 5016, + "FP": 1466, + "IoU": 0.7469846598227877, + "TN": 149613, + "TP": 19137, + "n_pred": 20603, + "n_ref": 24153 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2663211/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1484.9435897435899, + "FP": 970.9507692307694, + "IoU": NaN, + "TN": 211521.52615384618, + "TP": 1692.7333333333331, + "n_pred": 2663.684102564103, + "n_ref": 3177.6769230769232 + }, + "mean": { + "1": { + "Dice": 0.28495292276065953, + "FN": 1721.7384615384617, + "FP": 835.9076923076922, + "IoU": 0.2426217162656826, + "TN": 209259.0769230769, + "TP": 3853.4307692307693, + "n_pred": 4689.338461538462, + "n_ref": 5575.169230769231 + }, + "10": { + "Dice": 0.20335287941587182, + "FN": 1860.0923076923077, + "FP": 1494.846153846154, + "IoU": 0.1448361795545091, + "TN": 211149.2153846154, + "TP": 1166.0, + "n_pred": 2660.846153846154, + "n_ref": 3026.0923076923077 + }, + "11": { + "Dice": NaN, + "FN": 183.84615384615387, + "FP": 1.6153846153846154, + "IoU": NaN, + "TN": 215474.44615384616, + "TP": 10.246153846153847, + "n_pred": 11.861538461538462, + "n_ref": 194.0923076923077 + }, + "12": { + "Dice": 0.03103448275862069, + "FN": 188.07692307692307, + "FP": 11.292307692307691, + "IoU": 0.020224719101123598, + "TN": 215468.2923076923, + "TP": 2.4923076923076923, + "n_pred": 13.784615384615387, + "n_ref": 190.56923076923076 + }, + "13": { + "Dice": 0.10689423101339975, + "FN": 1921.3846153846152, + "FP": 725.7846153846154, + "IoU": 0.06581267005825933, + "TN": 212685.3692307692, + "TP": 337.61538461538464, + "n_pred": 1063.4, + "n_ref": 2258.9999999999995 + }, + "14": { + "Dice": 0.4616820782499548, + "FN": 844.5692307692307, + "FP": 736.0615384615385, + "IoU": 0.3813946103335361, + "TN": 211575.64615384614, + "TP": 2513.8769230769226, + "n_pred": 3249.9384615384615, + "n_ref": 3358.4461538461537 + }, + "15": { + "Dice": 0.06548834193383032, + "FN": 1117.3384615384614, + "FP": 357.2307692307692, + "IoU": 0.03621166156871905, + "TN": 214057.3076923077, + "TP": 138.27692307692308, + "n_pred": 495.5076923076923, + "n_ref": 1255.6153846153848 + }, + "2": { + "Dice": 0.29096141782419827, + "FN": 901.4153846153846, + "FP": 1271.0307692307692, + "IoU": 0.24283245808084689, + "TN": 211736.1076923077, + "TP": 1761.6, + "n_pred": 3032.630769230769, + "n_ref": 2663.0153846153853 + }, + "3": { + "Dice": 0.09421306427854484, + "FN": 2420.923076923077, + "FP": 531.1538461538461, + "IoU": 0.06783628871287281, + "TN": 211968.9384615385, + "TP": 749.1384615384616, + "n_pred": 1280.2923076923078, + "n_ref": 3170.0615384615385 + }, + "4": { + "Dice": 0.015960379322217305, + "FN": 555.5846153846154, + "FP": 257.4769230769231, + "IoU": 0.008421813277409429, + "TN": 214847.0769230769, + "TP": 10.015384615384615, + "n_pred": 267.4923076923077, + "n_ref": 565.6 + }, + "5": { + "Dice": 0.12902001297444254, + "FN": 639.5538461538462, + "FP": 198.06153846153848, + "IoU": 0.07569358470082407, + "TN": 214695.73846153845, + "TP": 136.8, + "n_pred": 334.8615384615385, + "n_ref": 776.3538461538461 + }, + "6": { + "Dice": 0.38999022942018213, + "FN": 2963.338461538462, + "FP": 5002.615384615385, + "IoU": 0.3333077692098037, + "TN": 198446.06153846154, + "TP": 9258.138461538461, + "n_pred": 14260.753846153846, + "n_ref": 12221.476923076922 + }, + "7": { + "Dice": 0.18532850334086404, + "FN": 4594.753846153846, + "FP": 1927.3692307692313, + "IoU": 0.13675643336842497, + "TN": 205971.0923076923, + "TP": 3176.9384615384615, + "n_pred": 5104.307692307692, + "n_ref": 7771.692307692308 + }, + "8": { + "Dice": 0.34713161202930476, + "FN": 1473.6923076923078, + "FP": 493.32307692307694, + "IoU": 0.2691381419060111, + "TN": 212503.96923076926, + "TP": 1199.1692307692308, + "n_pred": 1692.4923076923078, + "n_ref": 2672.861538461538 + }, + "9": { + "Dice": 0.31166681983964795, + "FN": 887.8461538461539, + "FP": 720.4923076923077, + "IoU": 0.22913944636471145, + "TN": 212984.55384615384, + "TP": 1077.2615384615385, + "n_pred": 1797.7538461538466, + "n_ref": 1965.107692307692 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_002/summary.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..153c0c01ad0525789b345045ad800daf25bce6b0 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.4396951793304512, + "FN": 60310.110666666675, + "FP": 37483.41599999999, + "IoU": 0.3349272535366145, + "TN": 96232886.89333333, + "TP": 126280.42, + "n_pred": 163763.836, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7059904583458545, + "FN": 72555.16, + "FP": 29382.32, + "IoU": 0.5830369410559064, + "TN": 96233290.38, + "TP": 121732.98, + "n_pred": 151115.3, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4378806985880942, + "FN": 42648.34, + "FP": 31233.46, + "IoU": 0.29835547521946004, + "TN": 96351504.82, + "TP": 31574.22, + "n_pred": 62807.68, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.286383223941853, + "FN": 45057.78, + "FP": 16634.68, + "IoU": 0.17564767002991744, + "TN": 96382468.02, + "TP": 12800.36, + "n_pred": 29435.04, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5442875681944773, + "FN": 59212.4, + "FP": 37891.64, + "IoU": 0.43413032139371033, + "TN": 96280711.06, + "TP": 79145.74, + "n_pred": 117037.38, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.43917353746654036, + "FN": 40418.54, + "FP": 3184.2, + "IoU": 0.32944402385998733, + "TN": 96399729.6, + "TP": 13628.5, + "n_pred": 16812.7, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.4968978455667724, + "FN": 90409.34, + "FP": 31911.28, + "IoU": 0.35533773779517824, + "TN": 96268207.86, + "TP": 66432.36, + "n_pred": 98343.64, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5010533862637236, + "FN": 80302.48, + "FP": 45841.18, + "IoU": 0.3679575273713662, + "TN": 96247717.08, + "TP": 83100.1, + "n_pred": 128941.28, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.4556885865893561, + "FN": 16267.64, + "FP": 3845.18, + "IoU": 0.33954280272721205, + "TN": 96426538.16, + "TP": 10309.86, + "n_pred": 14155.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.12237933993074912, + "FN": 15616.22, + "FP": 571.54, + "IoU": 0.0751032371899806, + "TN": 96439237.14, + "TP": 1535.94, + "n_pred": 2107.48, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8629242837294042, + "FN": 158624.9, + "FP": 244691.46, + "IoU": 0.7687515767708171, + "TN": 94853045.76, + "TP": 1200598.72, + "n_pred": 1445290.18, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5289397842863218, + "FN": 174050.22, + "FP": 92118.72, + "IoU": 0.3856401309956336, + "TN": 96025917.46, + "TP": 164874.44, + "n_pred": 256993.16, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6972985588170298, + "FN": 55769.82, + "FP": 15644.92, + "IoU": 0.5474153541243341, + "TN": 96308946.74, + "TP": 76599.36, + "n_pred": 92244.28, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5165304182365927, + "FN": 45781.78, + "FP": 9300.66, + "IoU": 0.36354600451571434, + "TN": 96370004.68, + "TP": 31873.72, + "n_pred": 41174.38, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7894248978371374, + "FN": 13487, + "FP": 28767, + "IoU": 0.6521073301662317, + "TN": 119471863, + "TP": 79203, + "n_pred": 107970, + "n_ref": 92690 + }, + "10": { + "Dice": 0.47005314629392064, + "FN": 47121, + "FP": 16497, + "IoU": 0.30723495077968466, + "TN": 119501488, + "TP": 28214, + "n_pred": 44711, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.19908653328617343, + "FN": 46284, + "FP": 5797, + "IoU": 0.11054752877685556, + "TN": 119534766, + "TP": 6473, + "n_pred": 12270, + "n_ref": 52757 + }, + "14": { + "Dice": 0.05896167334669339, + "FN": 239953, + "FP": 471, + "IoU": 0.03037635709561374, + "TN": 119345364, + "TP": 7532, + "n_pred": 8003, + "n_ref": 247485 + }, + "15": { + "Dice": 0.6011187024599841, + "FN": 17334, + "FP": 3275, + "IoU": 0.4297138745918424, + "TN": 119557182, + "TP": 15529, + "n_pred": 18804, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6784393574176935, + "FN": 50168, + "FP": 35744, + "IoU": 0.5133622594056938, + "TN": 119416778, + "TP": 90630, + "n_pred": 126374, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6062745637929282, + "FN": 77899, + "FP": 42216, + "IoU": 0.4350028693189836, + "TN": 119380726, + "TP": 92479, + "n_pred": 134695, + "n_ref": 170378 + }, + "4": { + "Dice": 0.40291371242925156, + "FN": 57985, + "FP": 459, + "IoU": 0.2522804907692898, + "TN": 119515157, + "TP": 19719, + "n_pred": 20178, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 678, + "IoU": 0.0, + "TN": 119528378, + "TP": 0, + "n_pred": 678, + "n_ref": 64264 + }, + "6": { + "Dice": 0.869881383519746, + "FN": 211667, + "FP": 78602, + "IoU": 0.7697257357187736, + "TN": 118332784, + "TP": 970267, + "n_pred": 1048869, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 215192, + "IoU": 0.0, + "TN": 119378128, + "TP": 0, + "n_pred": 215192, + "n_ref": 0 + }, + "8": { + "Dice": 0.5336503471629056, + "FN": 172484, + "FP": 26797, + "IoU": 0.36393117162090133, + "TN": 119280019, + "TP": 114020, + "n_pred": 140817, + "n_ref": 286504 + }, + "9": { + "Dice": 0.4378695919023449, + "FN": 54061, + "FP": 3640, + "IoU": 0.2803028413201287, + "TN": 119513146, + "TP": 22473, + "n_pred": 26113, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8010903922231278, + "FN": 27374, + "FP": 52672, + "IoU": 0.6681824776670052, + "TN": 72584425, + "TP": 161189, + "n_pred": 213861, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3493840099665803, + "FN": 41949, + "FP": 56754, + "IoU": 0.2116688630645741, + "TN": 72700455, + "TP": 26502, + "n_pred": 83256, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.41606551973325556, + "FN": 33774, + "FP": 12285, + "IoU": 0.2626784913875905, + "TN": 72763192, + "TP": 16409, + "n_pred": 28694, + "n_ref": 50183 + }, + "14": { + "Dice": 0.749620182182143, + "FN": 19406, + "FP": 18993, + "IoU": 0.5995139808721227, + "TN": 72729779, + "TP": 57482, + "n_pred": 76475, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6510041796810164, + "FN": 20909, + "FP": 2220, + "IoU": 0.48258428223082256, + "TN": 72780959, + "TP": 21572, + "n_pred": 23792, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6980570398800121, + "FN": 13438, + "FP": 92454, + "IoU": 0.5361656088341065, + "TN": 72597363, + "TP": 122405, + "n_pred": 214859, + "n_ref": 135843 + }, + "3": { + "Dice": 0.3970636329658008, + "FN": 93152, + "FP": 10090, + "IoU": 0.24771016562588807, + "TN": 72688423, + "TP": 33995, + "n_pred": 44085, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6164021782317058, + "FN": 13823, + "FP": 2590, + "IoU": 0.44550675675675677, + "TN": 72796060, + "TP": 13187, + "n_pred": 15777, + "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": 0.8976774420828371, + "FN": 137558, + "FP": 106424, + "IoU": 0.8143509679952459, + "TN": 71511449, + "TP": 1070229, + "n_pred": 1176653, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5704741238143736, + "FN": 103886, + "FP": 99397, + "IoU": 0.399065265846434, + "TN": 72487382, + "TP": 134995, + "n_pred": 234392, + "n_ref": 238881 + }, + "8": { + "Dice": 0.6511713833754778, + "FN": 29996, + "FP": 215, + "IoU": 0.48276806656508414, + "TN": 72767251, + "TP": 28198, + "n_pred": 28413, + "n_ref": 58194 + }, + "9": { + "Dice": 0.458706119524833, + "FN": 50453, + "FP": 14525, + "IoU": 0.2976110690736137, + "TN": 72733150, + "TP": 27532, + "n_pred": 42057, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7523833724720479, + "FN": 88311, + "FP": 24725, + "IoU": 0.6030565446717656, + "TN": 71524722, + "TP": 171730, + "n_pred": 196455, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6806073553728983, + "FN": 37329, + "FP": 15595, + "IoU": 0.5158489841098497, + "TN": 71700175, + "TP": 56389, + "n_pred": 71984, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.38520514337035333, + "FN": 46316, + "FP": 9816, + "IoU": 0.23854741782763814, + "TN": 71735771, + "TP": 17585, + "n_pred": 27401, + "n_ref": 63901 + }, + "14": { + "Dice": 0.739653831891963, + "FN": 212992, + "FP": 4660, + "IoU": 0.5868656172472766, + "TN": 71282657, + "TP": 309179, + "n_pred": 313839, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 0, + "IoU": 0.0, + "TN": 71628825, + "TP": 0, + "n_pred": 0, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6447225229610606, + "FN": 31645, + "FP": 95350, + "IoU": 0.475712563577515, + "TN": 71567264, + "TP": 115229, + "n_pred": 210579, + "n_ref": 146874 + }, + "3": { + "Dice": 0.34164883172363336, + "FN": 144368, + "FP": 12207, + "IoU": 0.20601718035314043, + "TN": 71612286, + "TP": 40627, + "n_pred": 52834, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7580288551620761, + "FN": 3861, + "FP": 2596, + "IoU": 0.6103433709492487, + "TN": 71792917, + "TP": 10114, + "n_pred": 12710, + "n_ref": 13975 + }, + "5": { + "Dice": 0.1008079324274697, + "FN": 9794, + "FP": 0, + "IoU": 0.053079377356666346, + "TN": 71799145, + "TP": 549, + "n_pred": 549, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9051406548003517, + "FN": 61256, + "FP": 187528, + "IoU": 0.8267186636976631, + "TN": 70373765, + "TP": 1186939, + "n_pred": 1374467, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8074118370477746, + "FN": 44089, + "FP": 47052, + "IoU": 0.6770248625049612, + "TN": 71527296, + "TP": 191051, + "n_pred": 238103, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8521913984469051, + "FN": 16817, + "FP": 5529, + "IoU": 0.7424507860402932, + "TN": 71722724, + "TP": 64418, + "n_pred": 69947, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7174095238095238, + "FN": 36368, + "FP": 4431, + "IoU": 0.5593441843887371, + "TN": 71716901, + "TP": 51788, + "n_pred": 56219, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.811449296672058, + "FN": 65190, + "FP": 4056, + "IoU": 0.6827216494845361, + "TN": 135227260, + "TP": 149004, + "n_pred": 153060, + "n_ref": 214194 + }, + "10": { + "Dice": 0.4831348118250086, + "FN": 52098, + "FP": 18589, + "IoU": 0.3185087347190621, + "TN": 135341786, + "TP": 33037, + "n_pred": 51626, + "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": 0.2643812406441743, + "FN": 32537, + "FP": 12182, + "IoU": 0.15232679366884655, + "TN": 135392755, + "TP": 8036, + "n_pred": 20218, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8417363110791984, + "FN": 29304, + "FP": 13456, + "IoU": 0.7267225236625318, + "TN": 135289039, + "TP": 113711, + "n_pred": 127167, + "n_ref": 143015 + }, + "15": { + "Dice": 0.45210088350113004, + "FN": 33696, + "FP": 8970, + "IoU": 0.2920738688214505, + "TN": 135385241, + "TP": 17603, + "n_pred": 26573, + "n_ref": 51299 + }, + "2": { + "Dice": 0.3295958531471917, + "FN": 165284, + "FP": 14747, + "IoU": 0.197315035267471, + "TN": 135221224, + "TP": 44255, + "n_pred": 59002, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6066794782865785, + "FN": 66809, + "FP": 140725, + "IoU": 0.43541989716804047, + "TN": 135077920, + "TP": 160056, + "n_pred": 300781, + "n_ref": 226865 + }, + "4": { + "Dice": 0.5598344942775257, + "FN": 22093, + "FP": 1098, + "IoU": 0.3887292759429611, + "TN": 135407571, + "TP": 14748, + "n_pred": 15846, + "n_ref": 36841 + }, + "5": { + "Dice": 0.04573847862298723, + "FN": 27385, + "FP": 113, + "IoU": 0.023404482011577937, + "TN": 135417353, + "TP": 659, + "n_pred": 772, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8919681829065499, + "FN": 241210, + "FP": 103043, + "IoU": 0.805002319560037, + "TN": 133680089, + "TP": 1421168, + "n_pred": 1524211, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.28299023033076615, + "FN": 143688, + "FP": 136447, + "IoU": 0.1648157368290814, + "TN": 135110093, + "TP": 55282, + "n_pred": 191729, + "n_ref": 198970 + }, + "8": { + "Dice": 0.4514056003364891, + "FN": 191430, + "FP": 47253, + "IoU": 0.2914937574581011, + "TN": 135108628, + "TP": 98199, + "n_pred": 145452, + "n_ref": 289629 + }, + "9": { + "Dice": 0.045635760481163926, + "FN": 95716, + "FP": 1235, + "IoU": 0.023350693569996677, + "TN": 135346241, + "TP": 2318, + "n_pred": 3553, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6171941783869226, + "FN": 115062, + "FP": 60033, + "IoU": 0.4463346687873719, + "TN": 105437758, + "TP": 141152, + "n_pred": 201185, + "n_ref": 256214 + }, + "10": { + "Dice": 0.18345130020003078, + "FN": 46178, + "FP": 81184, + "IoU": 0.10098892488829596, + "TN": 105612336, + "TP": 14307, + "n_pred": 95491, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.37097857845971155, + "FN": 57159, + "FP": 23357, + "IoU": 0.22773093929540855, + "TN": 105649746, + "TP": 23743, + "n_pred": 47100, + "n_ref": 80902 + }, + "14": { + "Dice": 0.855732363350146, + "FN": 49042, + "FP": 813, + "IoU": 0.7478428437035314, + "TN": 105556291, + "TP": 147859, + "n_pred": 148672, + "n_ref": 196901 + }, + "15": { + "Dice": 0.781670542487896, + "FN": 7428, + "FP": 4026, + "IoU": 0.6415920896176232, + "TN": 105722047, + "TP": 20504, + "n_pred": 24530, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6112541865157788, + "FN": 79431, + "FP": 14006, + "IoU": 0.4401483558623334, + "TN": 105587109, + "TP": 73459, + "n_pred": 87465, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6709560843395559, + "FN": 61548, + "FP": 46256, + "IoU": 0.5048411692296386, + "TN": 105536289, + "TP": 109912, + "n_pred": 156168, + "n_ref": 171460 + }, + "4": { + "Dice": 0.721304818624797, + "FN": 14209, + "FP": 6381, + "IoU": 0.5640944215094739, + "TN": 105706770, + "TP": 26645, + "n_pred": 33026, + "n_ref": 40854 + }, + "5": { + "Dice": 0.03122596523611752, + "FN": 12162, + "FP": 434, + "IoU": 0.015860614110477383, + "TN": 105741206, + "TP": 203, + "n_pred": 637, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8915283197961377, + "FN": 145579, + "FP": 192911, + "IoU": 0.8042860595519897, + "TN": 104024491, + "TP": 1391024, + "n_pred": 1583935, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6153798904605094, + "FN": 88048, + "FP": 137374, + "IoU": 0.4444395153737714, + "TN": 105348249, + "TP": 180334, + "n_pred": 317708, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8022257094598642, + "FN": 21699, + "FP": 11321, + "IoU": 0.6697636740041405, + "TN": 105654016, + "TP": 66969, + "n_pred": 78290, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5507312254691994, + "FN": 43306, + "FP": 8089, + "IoU": 0.38000627292028566, + "TN": 105671109, + "TP": 31501, + "n_pred": 39590, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8370745479141725, + "FN": 32660, + "FP": 53211, + "IoU": 0.7198006943719327, + "TN": 96831416, + "TP": 220593, + "n_pred": 273804, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6188963600424676, + "FN": 40873, + "FP": 47431, + "IoU": 0.448117246336052, + "TN": 96977875, + "TP": 71701, + "n_pred": 119132, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.39687008077581554, + "FN": 32627, + "FP": 19864, + "IoU": 0.2475595246627772, + "TN": 97068119, + "TP": 17270, + "n_pred": 37134, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6516352044830439, + "FN": 136087, + "FP": 1175, + "IoU": 0.48327812076494503, + "TN": 96872240, + "TP": 128378, + "n_pred": 129553, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6283597383148104, + "FN": 10414, + "FP": 3731, + "IoU": 0.45810826341799793, + "TN": 97111777, + "TP": 11958, + "n_pred": 15689, + "n_ref": 22372 + }, + "2": { + "Dice": 0.25503079570106973, + "FN": 117548, + "FP": 1954, + "IoU": 0.14615203240995447, + "TN": 96997923, + "TP": 20455, + "n_pred": 22409, + "n_ref": 138003 + }, + "3": { + "Dice": 0.3586325831618508, + "FN": 106266, + "FP": 80429, + "IoU": 0.21849622423521925, + "TN": 96898988, + "TP": 52197, + "n_pred": 132626, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7973187583788801, + "FN": 8167, + "FP": 1660, + "IoU": 0.6629510220880779, + "TN": 97108724, + "TP": 19329, + "n_pred": 20989, + "n_ref": 27496 + }, + "5": { + "Dice": 0.02430297711469655, + "FN": 14453, + "FP": 0, + "IoU": 0.01230096357548008, + "TN": 97123247, + "TP": 180, + "n_pred": 180, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8753032800503752, + "FN": 133223, + "FP": 256300, + "IoU": 0.7782571643754593, + "TN": 95381237, + "TP": 1367120, + "n_pred": 1623420, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8518148423269871, + "FN": 44974, + "FP": 27839, + "IoU": 0.7418793359542556, + "TN": 96855791, + "TP": 209276, + "n_pred": 237115, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8065141193795913, + "FN": 34406, + "FP": 10528, + "IoU": 0.6757634358944755, + "TN": 96999296, + "TP": 93650, + "n_pred": 104178, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6980215841726733, + "FN": 24954, + "FP": 12793, + "IoU": 0.5361237756995564, + "TN": 97056507, + "TP": 43626, + "n_pred": 56419, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9145618489620988, + "FN": 15384, + "FP": 14160, + "IoU": 0.8425738933974178, + "TN": 130579123, + "TP": 158125, + "n_pred": 172285, + "n_ref": 173509 + }, + "10": { + "Dice": 0.21524212023066594, + "FN": 66349, + "FP": 13125, + "IoU": 0.120600179257079, + "TN": 130676419, + "TP": 10899, + "n_pred": 24024, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.24108407364490794, + "FN": 50132, + "FP": 20602, + "IoU": 0.1370640120045383, + "TN": 130684823, + "TP": 11235, + "n_pred": 31837, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8116131994431115, + "FN": 49830, + "FP": 1048, + "IoU": 0.682953731110765, + "TN": 130606317, + "TP": 109597, + "n_pred": 110645, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8531149396823151, + "FN": 4675, + "FP": 3629, + "IoU": 0.7438539128288967, + "TN": 130734373, + "TP": 24115, + "n_pred": 27744, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5389582294598303, + "FN": 100933, + "FP": 10954, + "IoU": 0.3688862565924923, + "TN": 130589507, + "TP": 65398, + "n_pred": 76352, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6196258668393796, + "FN": 51726, + "FP": 88637, + "IoU": 0.4488825543409976, + "TN": 130512104, + "TP": 114325, + "n_pred": 202962, + "n_ref": 166051 + }, + "4": { + "Dice": 0.537322596642029, + "FN": 18559, + "FP": 1034, + "IoU": 0.36735550532773653, + "TN": 130735822, + "TP": 11377, + "n_pred": 12411, + "n_ref": 29936 + }, + "5": { + "Dice": 0.24112845004720387, + "FN": 26967, + "FP": 363, + "IoU": 0.13709270017681233, + "TN": 130735120, + "TP": 4342, + "n_pred": 4705, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9118462562904581, + "FN": 167666, + "FP": 58448, + "IoU": 0.837975572442505, + "TN": 129371237, + "TP": 1169441, + "n_pred": 1227889, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7482358386039135, + "FN": 148078, + "FP": 52109, + "IoU": 0.597745055881301, + "TN": 130269130, + "TP": 297475, + "n_pred": 349584, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6924905023728896, + "FN": 87584, + "FP": 39093, + "IoU": 0.5296256001425861, + "TN": 130497481, + "TP": 142634, + "n_pred": 181727, + "n_ref": 230218 + }, + "9": { + "Dice": 0.3390932161660543, + "FN": 79648, + "FP": 7595, + "IoU": 0.20416149748230314, + "TN": 130657168, + "TP": 22381, + "n_pred": 29976, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.668380344856243, + "FN": 84226, + "FP": 31495, + "IoU": 0.5019303689866962, + "TN": 72003669, + "TP": 116618, + "n_pred": 148113, + "n_ref": 200844 + }, + "10": { + "Dice": 0.21384735892109116, + "FN": 46965, + "FP": 68454, + "IoU": 0.11972513098987927, + "TN": 72104891, + "TP": 15698, + "n_pred": 84152, + "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": 0.23125255604714282, + "FN": 57998, + "FP": 24710, + "IoU": 0.1307436835246143, + "TN": 72140860, + "TP": 12440, + "n_pred": 37150, + "n_ref": 70438 + }, + "14": { + "Dice": 0.007849555891665845, + "FN": 72929, + "FP": 158628, + "IoU": 0.003940242522787593, + "TN": 72003535, + "TP": 916, + "n_pred": 159544, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5419713717121826, + "FN": 17014, + "FP": 2089, + "IoU": 0.3717151784246012, + "TN": 72205603, + "TP": 11302, + "n_pred": 13391, + "n_ref": 28316 + }, + "2": { + "Dice": 0.04495639771065413, + "FN": 123560, + "FP": 35131, + "IoU": 0.022995086993461637, + "TN": 72073582, + "TP": 3735, + "n_pred": 38866, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6259283146340062, + "FN": 70225, + "FP": 46935, + "IoU": 0.45552813677787535, + "TN": 72020827, + "TP": 98021, + "n_pred": 144956, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2456, + "IoU": 0.0, + "TN": 72233552, + "TP": 0, + "n_pred": 2456, + "n_ref": 0 + }, + "5": { + "Dice": 0.6032493907392364, + "FN": 4514, + "FP": 370, + "IoU": 0.431894847039665, + "TN": 72227411, + "TP": 3713, + "n_pred": 4083, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5814245629954835, + "FN": 229034, + "FP": 1617923, + "IoU": 0.4098650997533326, + "TN": 69106288, + "TP": 1282763, + "n_pred": 2900686, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3044446168279835, + "FN": 235258, + "FP": 239967, + "IoU": 0.17955451048637153, + "TN": 71656780, + "TP": 104003, + "n_pred": 343970, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8114290033636947, + "FN": 13905, + "FP": 11042, + "IoU": 0.6826929191946172, + "TN": 72157387, + "TP": 53674, + "n_pred": 64716, + "n_ref": 67579 + }, + "9": { + "Dice": 0.11000339317164601, + "FN": 46216, + "FP": 8865, + "IoU": 0.05820295802342481, + "TN": 72177523, + "TP": 3404, + "n_pred": 12269, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.378613727845567, + "FN": 44078, + "FP": 103349, + "IoU": 0.2335123556599997, + "TN": 52360779, + "TP": 44914, + "n_pred": 148263, + "n_ref": 88992 + }, + "10": { + "Dice": 0.002238175675675676, + "FN": 47131, + "FP": 123, + "IoU": 0.0011203415984949374, + "TN": 52505813, + "TP": 53, + "n_pred": 176, + "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": 0.17409703403986784, + "FN": 19270, + "FP": 2979, + "IoU": 0.09534845897373342, + "TN": 52528526, + "TP": 2345, + "n_pred": 5324, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "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": 0.5481631890464658, + "FN": 57327, + "FP": 70846, + "IoU": 0.37756529171239595, + "TN": 52347198, + "TP": 77749, + "n_pred": 148595, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 0, + "IoU": 0.0, + "TN": 52410027, + "TP": 0, + "n_pred": 0, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 75, + "IoU": 0.0, + "TN": 52551165, + "TP": 0, + "n_pred": 75, + "n_ref": 1880 + }, + "5": { + "Dice": 0.28872300719808053, + "FN": 5199, + "FP": 137, + "IoU": 0.16871786882692008, + "TN": 52546701, + "TP": 1083, + "n_pred": 1220, + "n_ref": 6282 + }, + "6": { + "Dice": 0.857836934748971, + "FN": 91469, + "FP": 134363, + "IoU": 0.7510634521879171, + "TN": 51645933, + "TP": 681355, + "n_pred": 815718, + "n_ref": 772824 + }, + "7": { + "Dice": 0.20870112963507328, + "FN": 168215, + "FP": 20217, + "IoU": 0.11650826843460037, + "TN": 52339839, + "TP": 24849, + "n_pred": 45066, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6506471173861887, + "FN": 30776, + "FP": 104, + "IoU": 0.4821919645851499, + "TN": 52493484, + "TP": 28756, + "n_pred": 28860, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5659345263943806, + "FN": 40948, + "FP": 16027, + "IoU": 0.394636463125684, + "TN": 52459003, + "TP": 37142, + "n_pred": 53169, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6776839768796988, + "FN": 119610, + "FP": 45059, + "IoU": 0.5124977426202184, + "TN": 143799469, + "TP": 173112, + "n_pred": 218171, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6595450333459495, + "FN": 47744, + "FP": 4428, + "IoU": 0.4920307281879521, + "TN": 144034543, + "TP": 50535, + "n_pred": 54963, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.2314665497643688, + "FN": 89517, + "FP": 8657, + "IoU": 0.13088050425821987, + "TN": 144024292, + "TP": 14784, + "n_pred": 23441, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7587446442836049, + "FN": 159336, + "FP": 128, + "IoU": 0.6112720003900346, + "TN": 143727030, + "TP": 250756, + "n_pred": 250884, + "n_ref": 410092 + }, + "15": { + "Dice": 0.15019708654670094, + "FN": 20475, + "FP": 4318, + "IoU": 0.08119626445300919, + "TN": 144110266, + "TP": 2191, + "n_pred": 6509, + "n_ref": 22666 + }, + "2": { + "Dice": 0.43166554652355, + "FN": 94041, + "FP": 21810, + "IoU": 0.2752381965254274, + "TN": 143977403, + "TP": 43996, + "n_pred": 65806, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6602370586926817, + "FN": 49535, + "FP": 78769, + "IoU": 0.492801404141268, + "TN": 143884284, + "TP": 124662, + "n_pred": 203431, + "n_ref": 174197 + }, + "4": { + "Dice": 0.1847778266608007, + "FN": 45920, + "FP": 405, + "IoU": 0.10179350460494425, + "TN": 144085675, + "TP": 5250, + "n_pred": 5655, + "n_ref": 51170 + }, + "5": { + "Dice": 0.23196430491345016, + "FN": 27817, + "FP": 757, + "IoU": 0.1311988810848612, + "TN": 144104361, + "TP": 4315, + "n_pred": 5072, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8881570588670573, + "FN": 86320, + "FP": 234106, + "IoU": 0.7988152157192683, + "TN": 142544555, + "TP": 1272269, + "n_pred": 1506375, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6804854076822786, + "FN": 79433, + "FP": 79861, + "IoU": 0.5157088914697101, + "TN": 143808328, + "TP": 169628, + "n_pred": 249489, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7419287085209372, + "FN": 75458, + "FP": 31439, + "IoU": 0.5897350281705276, + "TN": 143876694, + "TP": 153659, + "n_pred": 185098, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6835823001584237, + "FN": 41171, + "FP": 8162, + "IoU": 0.519274619477305, + "TN": 144034628, + "TP": 53289, + "n_pred": 61451, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8332251220695465, + "FN": 41404, + "FP": 27693, + "IoU": 0.7141267247264227, + "TN": 111537215, + "TP": 172608, + "n_pred": 200301, + "n_ref": 214012 + }, + "10": { + "Dice": 0.39956734001812494, + "FN": 32334, + "FP": 8744, + "IoU": 0.24966207576809266, + "TN": 111724174, + "TP": 13668, + "n_pred": 22412, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4081102516063034, + "FN": 35190, + "FP": 16305, + "IoU": 0.2563684149722736, + "TN": 111709672, + "TP": 17753, + "n_pred": 34058, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7986184220762046, + "FN": 14980, + "FP": 23851, + "IoU": 0.6647500151087398, + "TN": 111663093, + "TP": 76996, + "n_pred": 100847, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5991472613971794, + "FN": 1598, + "FP": 10624, + "IoU": 0.42770181681962915, + "TN": 111757564, + "TP": 9134, + "n_pred": 19758, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8289809212021242, + "FN": 58556, + "FP": 2407, + "IoU": 0.707914103374921, + "TN": 111570204, + "TP": 147753, + "n_pred": 150160, + "n_ref": 206309 + }, + "3": { + "Dice": 0.1529167793706609, + "FN": 54959, + "FP": 38991, + "IoU": 0.08278824563116274, + "TN": 111676490, + "TP": 8480, + "n_pred": 47471, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8426116095557237, + "FN": 3089, + "FP": 2735, + "IoU": 0.7280283926403287, + "TN": 111757506, + "TP": 15590, + "n_pred": 18325, + "n_ref": 18679 + }, + "5": { + "Dice": 0.11745832461463347, + "FN": 24732, + "FP": 574, + "IoU": 0.06239347906632086, + "TN": 111751930, + "TP": 1684, + "n_pred": 2258, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8608839804973994, + "FN": 282353, + "FP": 25459, + "IoU": 0.7557474091825237, + "TN": 110518700, + "TP": 952408, + "n_pred": 977867, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.38688713776140626, + "FN": 172013, + "FP": 38373, + "IoU": 0.23983885245605477, + "TN": 111502155, + "TP": 66379, + "n_pred": 104752, + "n_ref": 238392 + }, + "8": { + "Dice": 0.42726948560814004, + "FN": 199960, + "FP": 7235, + "IoU": 0.2716736794372911, + "TN": 111494439, + "TP": 77286, + "n_pred": 84521, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5183192485711439, + "FN": 51727, + "FP": 1452, + "IoU": 0.34981843968162757, + "TN": 111697129, + "TP": 28612, + "n_pred": 30064, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41512772212735244, + "FN": 118243, + "FP": 14647, + "IoU": 0.2619313416754142, + "TN": 198907824, + "TP": 47161, + "n_pred": 61808, + "n_ref": 165404 + }, + "10": { + "Dice": 0.59657895644377, + "FN": 28529, + "FP": 18263, + "IoU": 0.4250890772822214, + "TN": 199006485, + "TP": 34598, + "n_pred": 52861, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.10745365115399168, + "FN": 33180, + "FP": 6923, + "IoU": 0.05677728908436625, + "TN": 199045358, + "TP": 2414, + "n_pred": 9337, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4087499498589365, + "FN": 31663, + "FP": 12556, + "IoU": 0.2568734874966389, + "TN": 199028371, + "TP": 15285, + "n_pred": 27841, + "n_ref": 46948 + }, + "15": { + "Dice": 0.0, + "FN": 138566, + "FP": 0, + "IoU": 0.0, + "TN": 198949309, + "TP": 0, + "n_pred": 0, + "n_ref": 138566 + }, + "2": { + "Dice": 0.610847067053474, + "FN": 10822, + "FP": 140490, + "IoU": 0.43972629115630135, + "TN": 198817807, + "TP": 118756, + "n_pred": 259246, + "n_ref": 129578 + }, + "3": { + "Dice": 0.016884146472113302, + "FN": 137649, + "FP": 0, + "IoU": 0.008513948613782225, + "TN": 198949044, + "TP": 1182, + "n_pred": 1182, + "n_ref": 138831 + }, + "4": { + "Dice": 0.09302605451591552, + "FN": 15574, + "FP": 14572, + "IoU": 0.04878202700997097, + "TN": 199056183, + "TP": 1546, + "n_pred": 16118, + "n_ref": 17120 + }, + "5": { + "Dice": 0.36440480806514153, + "FN": 15369, + "FP": 1023, + "IoU": 0.22279645346356267, + "TN": 199066784, + "TP": 4699, + "n_pred": 5722, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8812945307420937, + "FN": 86805, + "FP": 200957, + "IoU": 0.7877806580553333, + "TN": 197731910, + "TP": 1068203, + "n_pred": 1269160, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6436703264905879, + "FN": 56074, + "FP": 54757, + "IoU": 0.47456775374170945, + "TN": 198876942, + "TP": 100102, + "n_pred": 154859, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8326886806200324, + "FN": 18357, + "FP": 21828, + "IoU": 0.7133389926025266, + "TN": 198947692, + "TP": 99998, + "n_pred": 121826, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8280372755955776, + "FN": 24273, + "FP": 8592, + "IoU": 0.7065389183059353, + "TN": 198975884, + "TP": 79126, + "n_pred": 87718, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8594551172954648, + "FN": 26564, + "FP": 25049, + "IoU": 0.7535478264191305, + "TN": 130865768, + "TP": 157811, + "n_pred": 182860, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4678898627500583, + "FN": 35557, + "FP": 71718, + "IoU": 0.3053891827841413, + "TN": 130920753, + "TP": 47164, + "n_pred": 118882, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.22302941679759813, + "FN": 75821, + "FP": 24071, + "IoU": 0.12551103485104484, + "TN": 130960963, + "TP": 14337, + "n_pred": 38408, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0, + "FN": 56613, + "FP": 180661, + "IoU": 0.0, + "TN": 130837918, + "TP": 0, + "n_pred": 180661, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7575564685685627, + "FN": 7942, + "FP": 4627, + "IoU": 0.6097311060050922, + "TN": 131042986, + "TP": 19637, + "n_pred": 24264, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3409476984978265, + "FN": 127039, + "FP": 1378, + "IoU": 0.20550750460917877, + "TN": 130913558, + "TP": 33217, + "n_pred": 34595, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7060217866569711, + "FN": 40548, + "FP": 83970, + "IoU": 0.5456210772150051, + "TN": 130801152, + "TP": 149522, + "n_pred": 233492, + "n_ref": 190070 + }, + "4": { + "Dice": 0.404166539761825, + "FN": 53175, + "FP": 5514, + "IoU": 0.2532636079090007, + "TN": 130996598, + "TP": 19905, + "n_pred": 25419, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 386, + "IoU": 0.0, + "TN": 131060107, + "TP": 0, + "n_pred": 386, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7673966935536821, + "FN": 77133, + "FP": 766007, + "IoU": 0.6225820501537845, + "TN": 128841223, + "TP": 1390829, + "n_pred": 2156836, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.44550963164713864, + "FN": 467530, + "FP": 303241, + "IoU": 0.28659529883044615, + "TN": 129994780, + "TP": 309641, + "n_pred": 612882, + "n_ref": 777171 + }, + "8": { + "Dice": 0.723027932267135, + "FN": 46675, + "FP": 15775, + "IoU": 0.5662049707561718, + "TN": 130931230, + "TP": 81512, + "n_pred": 97287, + "n_ref": 128187 + }, + "9": { + "Dice": 0.46424466923113455, + "FN": 41104, + "FP": 15303, + "IoU": 0.302290775053806, + "TN": 130994346, + "TP": 24439, + "n_pred": 39742, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8595087487952234, + "FN": 27820, + "FP": 33547, + "IoU": 0.7536302868498705, + "TN": 101368115, + "TP": 187718, + "n_pred": 221265, + "n_ref": 215538 + }, + "10": { + "Dice": 0.276128261812185, + "FN": 26400, + "FP": 75435, + "IoU": 0.16017912220224645, + "TN": 101495942, + "TP": 19423, + "n_pred": 94858, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.511958291340414, + "FN": 33669, + "FP": 16693, + "IoU": 0.34404834781249594, + "TN": 101540423, + "TP": 26415, + "n_pred": 43108, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7447214854111406, + "FN": 19656, + "FP": 9216, + "IoU": 0.5932719127715325, + "TN": 101546214, + "TP": 42114, + "n_pred": 51330, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7458748079364019, + "FN": 10936, + "FP": 4280, + "IoU": 0.594737122463112, + "TN": 101579654, + "TP": 22330, + "n_pred": 26610, + "n_ref": 33266 + }, + "2": { + "Dice": 0.47761899536595454, + "FN": 115759, + "FP": 8015, + "IoU": 0.3137315783053704, + "TN": 101436842, + "TP": 56584, + "n_pred": 64599, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6961348684210527, + "FN": 32455, + "FP": 90219, + "IoU": 0.5339009776095869, + "TN": 101354007, + "TP": 140519, + "n_pred": 230738, + "n_ref": 172974 + }, + "4": { + "Dice": 0.46909015000149107, + "FN": 8348, + "FP": 9455, + "IoU": 0.30641265388810973, + "TN": 101591532, + "TP": 7865, + "n_pred": 17320, + "n_ref": 16213 + }, + "5": { + "Dice": 0.38242713354479385, + "FN": 22715, + "FP": 2012, + "IoU": 0.23642034400765835, + "TN": 101584817, + "TP": 7656, + "n_pred": 9668, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8903421879024174, + "FN": 235596, + "FP": 84163, + "IoU": 0.8023574278447213, + "TN": 99999335, + "TP": 1298106, + "n_pred": 1382269, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7968975319392038, + "FN": 81894, + "FP": 94442, + "IoU": 0.6623687949237373, + "TN": 101094926, + "TP": 345938, + "n_pred": 440380, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7699970913321699, + "FN": 73109, + "FP": 21781, + "IoU": 0.6260124150162577, + "TN": 101363475, + "TP": 158835, + "n_pred": 180616, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6400495913307007, + "FN": 39181, + "FP": 7853, + "IoU": 0.47064186109329104, + "TN": 101528349, + "TP": 41817, + "n_pred": 49670, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7992803954115935, + "FN": 39205, + "FP": 47375, + "IoU": 0.6656678148314051, + "TN": 118923248, + "TP": 172384, + "n_pred": 219759, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5622348538722983, + "FN": 23429, + "FP": 65830, + "IoU": 0.3910477697880992, + "TN": 119035634, + "TP": 57319, + "n_pred": 123149, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.21554774072224642, + "FN": 22931, + "FP": 50904, + "IoU": 0.12079210278760166, + "TN": 119098233, + "TP": 10144, + "n_pred": 61048, + "n_ref": 33075 + }, + "14": { + "Dice": 0.02840640287807186, + "FN": 63135, + "FP": 123752, + "IoU": 0.014407838876905795, + "TN": 118992593, + "TP": 2732, + "n_pred": 126484, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4879448075526507, + "FN": 14001, + "FP": 101, + "IoU": 0.3227030401997983, + "TN": 119161391, + "TP": 6719, + "n_pred": 6820, + "n_ref": 20720 + }, + "2": { + "Dice": 0.3820977852622646, + "FN": 135854, + "FP": 50543, + "IoU": 0.23616865208643234, + "TN": 118938183, + "TP": 57632, + "n_pred": 108175, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6003706784583278, + "FN": 94152, + "FP": 42767, + "IoU": 0.428949772070385, + "TN": 118942445, + "TP": 102848, + "n_pred": 145615, + "n_ref": 197000 + }, + "4": { + "Dice": 0.4041935076417835, + "FN": 30537, + "FP": 7199, + "IoU": 0.25328478708247587, + "TN": 119131676, + "TP": 12800, + "n_pred": 19999, + "n_ref": 43337 + }, + "5": { + "Dice": 0.018449153016156985, + "FN": 17557, + "FP": 0, + "IoU": 0.009310461573185871, + "TN": 119164490, + "TP": 165, + "n_pred": 165, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8913384578544329, + "FN": 142061, + "FP": 247277, + "IoU": 0.8039770696198644, + "TN": 117196026, + "TP": 1596848, + "n_pred": 1844125, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6372665522866625, + "FN": 116367, + "FP": 89979, + "IoU": 0.46763844635647117, + "TN": 118794607, + "TP": 181259, + "n_pred": 271238, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7588804884760021, + "FN": 24247, + "FP": 12557, + "IoU": 0.6114483588644546, + "TN": 119087491, + "TP": 57917, + "n_pred": 70474, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5213493510517934, + "FN": 49349, + "FP": 17070, + "IoU": 0.3525845347057734, + "TN": 119079621, + "TP": 36172, + "n_pred": 53242, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 80921, + "IoU": 0.0, + "TN": 61251559, + "TP": 0, + "n_pred": 80921, + "n_ref": 0 + }, + "10": { + "Dice": 0.5218713005860602, + "FN": 16574, + "FP": 16141, + "IoU": 0.3530621527022484, + "TN": 61281911, + "TP": 17854, + "n_pred": 33995, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3475751937254163, + "FN": 37939, + "FP": 17461, + "IoU": 0.2103425174964722, + "TN": 61262323, + "TP": 14757, + "n_pred": 32218, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9164403743666434, + "FN": 22694, + "FP": 22509, + "IoU": 0.8457682924748793, + "TN": 61039395, + "TP": 247882, + "n_pred": 270391, + "n_ref": 270576 + }, + "15": { + "Dice": 0.0775403162674182, + "FN": 94266, + "FP": 2, + "IoU": 0.04033391021072992, + "TN": 61234250, + "TP": 3962, + "n_pred": 3964, + "n_ref": 98228 + }, + "2": { + "Dice": 0.46607478998679513, + "FN": 111175, + "FP": 2849, + "IoU": 0.30384453358243124, + "TN": 61168689, + "TP": 49767, + "n_pred": 52616, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6555573079459754, + "FN": 37200, + "FP": 58894, + "IoU": 0.4876052447757533, + "TN": 61144941, + "TP": 91445, + "n_pred": 150339, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7189563536801418, + "FN": 15405, + "FP": 5535, + "IoU": 0.5612270555695248, + "TN": 61284756, + "TP": 26784, + "n_pred": 32319, + "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": 0.8536435475949754, + "FN": 64979, + "FP": 326306, + "IoU": 0.7446580387837086, + "TN": 59800084, + "TP": 1141111, + "n_pred": 1467417, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.43383429283416264, + "FN": 122577, + "FP": 90534, + "IoU": 0.27700408127262427, + "TN": 61037719, + "TP": 81650, + "n_pred": 172184, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5700409944991665, + "FN": 46824, + "FP": 6561, + "IoU": 0.3986414941311645, + "TN": 61243706, + "TP": 35389, + "n_pred": 41950, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5657003662497408, + "FN": 30629, + "FP": 19649, + "IoU": 0.39440877829035326, + "TN": 61249457, + "TP": 32745, + "n_pred": 52394, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955284600298842, + "FN": 13489, + "FP": 1833, + "IoU": 0.9143969741157277, + "TN": 148928511, + "TP": 163667, + "n_pred": 165500, + "n_ref": 177156 + }, + "10": { + "Dice": 0.10291809791376302, + "FN": 68113, + "FP": 13630, + "IoU": 0.05425074046649389, + "TN": 149021068, + "TP": 4689, + "n_pred": 18319, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.046506405348849075, + "FN": 82089, + "FP": 11320, + "IoU": 0.023806786710838464, + "TN": 149011813, + "TP": 2278, + "n_pred": 13598, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8665181416579967, + "FN": 13527, + "FP": 10978, + "IoU": 0.7644746453423552, + "TN": 149003456, + "TP": 79539, + "n_pred": 90517, + "n_ref": 93066 + }, + "15": { + "Dice": 0.692782470519361, + "FN": 17334, + "FP": 1033, + "IoU": 0.5299672433207083, + "TN": 149068424, + "TP": 20709, + "n_pred": 21742, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8254059203128469, + "FN": 41760, + "FP": 6994, + "IoU": 0.702715886779107, + "TN": 148943502, + "TP": 115244, + "n_pred": 122238, + "n_ref": 157004 + }, + "3": { + "Dice": 0.012198853983094667, + "FN": 59508, + "FP": 34099, + "IoU": 0.006136858310771354, + "TN": 149013315, + "TP": 578, + "n_pred": 34677, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7863841298467088, + "FN": 8391, + "FP": 1085, + "IoU": 0.6479679025187607, + "TN": 149080582, + "TP": 17442, + "n_pred": 18527, + "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": 0.8763864546356684, + "FN": 218501, + "FP": 31877, + "IoU": 0.7799714218926581, + "TN": 147969566, + "TP": 887556, + "n_pred": 919433, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.20456418867348497, + "FN": 234930, + "FP": 77724, + "IoU": 0.11393567365816747, + "TN": 148754643, + "TP": 40203, + "n_pred": 117927, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7051245062502295, + "FN": 94647, + "FP": 17779, + "IoU": 0.5445500433468641, + "TN": 148860654, + "TP": 134420, + "n_pred": 152199, + "n_ref": 229067 + }, + "9": { + "Dice": 0.29072274188833674, + "FN": 71574, + "FP": 6072, + "IoU": 0.17008518688741864, + "TN": 149013941, + "TP": 15913, + "n_pred": 21985, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1890892652890694, + "FN": 446085, + "FP": 145892, + "IoU": 0.10441666817953513, + "TN": 100051804, + "TP": 69019, + "n_pred": 214911, + "n_ref": 515104 + }, + "10": { + "Dice": 0.20935872169268754, + "FN": 24183, + "FP": 83734, + "IoU": 0.11691829303219999, + "TN": 100590595, + "TP": 14288, + "n_pred": 98022, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0006899383983572895, + "FN": 39134, + "FP": 21699, + "IoU": 0.00034508824399382125, + "TN": 100651946, + "TP": 21, + "n_pred": 21720, + "n_ref": 39155 + }, + "14": { + "Dice": 0.26347741562388494, + "FN": 100361, + "FP": 198936, + "IoU": 0.15172703078811103, + "TN": 100359969, + "TP": 53534, + "n_pred": 252470, + "n_ref": 153895 + }, + "15": { + "Dice": 0.06946724218290878, + "FN": 91838, + "FP": 0, + "IoU": 0.03598345684714379, + "TN": 100617534, + "TP": 3428, + "n_pred": 3428, + "n_ref": 95266 + }, + "2": { + "Dice": 0.07290982452847894, + "FN": 223832, + "FP": 13288, + "IoU": 0.03783415299216049, + "TN": 100466356, + "TP": 9324, + "n_pred": 22612, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4788300422274888, + "FN": 117469, + "FP": 114313, + "IoU": 0.3147774775467247, + "TN": 100374542, + "TP": 106476, + "n_pred": 220789, + "n_ref": 223945 + }, + "4": { + "Dice": 0.03711895694400559, + "FN": 56536, + "FP": 1363, + "IoU": 0.018910446496653393, + "TN": 100653785, + "TP": 1116, + "n_pred": 2479, + "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": 0.5361191590695419, + "FN": 1051928, + "FP": 723851, + "IoU": 0.3662314199896072, + "TN": 97910864, + "TP": 1026157, + "n_pred": 1750008, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.28866672689130457, + "FN": 114780, + "FP": 168692, + "IoU": 0.16867943341446964, + "TN": 100371810, + "TP": 57518, + "n_pred": 226210, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5675752818609962, + "FN": 46345, + "FP": 44555, + "IoU": 0.3962339344425625, + "TN": 100562245, + "TP": 59655, + "n_pred": 104210, + "n_ref": 106000 + }, + "9": { + "Dice": 0.37407095346718455, + "FN": 74551, + "FP": 16824, + "IoU": 0.2300659762889812, + "TN": 100594121, + "TP": 27304, + "n_pred": 44128, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7019074557116874, + "FN": 23612, + "FP": 22443, + "IoU": 0.5407221995073646, + "TN": 78850423, + "TP": 54222, + "n_pred": 76665, + "n_ref": 77834 + }, + "10": { + "Dice": 0.34669992653214643, + "FN": 28798, + "FP": 9439, + "IoU": 0.20970175474856872, + "TN": 78902317, + "TP": 10146, + "n_pred": 19585, + "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": 0.18752990778701775, + "FN": 52155, + "FP": 10666, + "IoU": 0.10346648399480526, + "TN": 78880629, + "TP": 7250, + "n_pred": 17916, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0005002084201750729, + "FN": 27200, + "FP": 248547, + "IoU": 0.0002501667778519013, + "TN": 78674884, + "TP": 69, + "n_pred": 248616, + "n_ref": 27269 + }, + "15": { + "Dice": 0.48219225449515907, + "FN": 39596, + "FP": 2334, + "IoU": 0.3176899419068231, + "TN": 78889247, + "TP": 19523, + "n_pred": 21857, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6794564764681382, + "FN": 34866, + "FP": 26704, + "IoU": 0.5145278927656219, + "TN": 78823875, + "TP": 65255, + "n_pred": 91959, + "n_ref": 100121 + }, + "3": { + "Dice": 0.17410117056856186, + "FN": 76348, + "FP": 2674, + "IoU": 0.09535094045860952, + "TN": 78863349, + "TP": 8329, + "n_pred": 11003, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7288369949300968, + "FN": 2896, + "FP": 7694, + "IoU": 0.5733623398598018, + "TN": 78925878, + "TP": 14232, + "n_pred": 21926, + "n_ref": 17128 + }, + "5": { + "Dice": 0.030781417982232783, + "FN": 34254, + "FP": 4, + "IoU": 0.015631285558301247, + "TN": 78915898, + "TP": 544, + "n_pred": 548, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8002104264330999, + "FN": 218808, + "FP": 25011, + "IoU": 0.666958976859687, + "TN": 78218601, + "TP": 488280, + "n_pred": 513291, + "n_ref": 707088 + }, + "7": { + "Dice": 0.04080236355154719, + "FN": 705369, + "FP": 34863, + "IoU": 0.020826057970094288, + "TN": 78194724, + "TP": 15744, + "n_pred": 50607, + "n_ref": 721113 + }, + "8": { + "Dice": 0.3722327745073549, + "FN": 252131, + "FP": 14257, + "IoU": 0.22867690704037757, + "TN": 78605335, + "TP": 78977, + "n_pred": 93234, + "n_ref": 331108 + }, + "9": { + "Dice": 0.20295489891135304, + "FN": 50262, + "FP": 3038, + "IoU": 0.11293812202509736, + "TN": 78890614, + "TP": 6786, + "n_pred": 9824, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8800067293807567, + "FN": 22661, + "FP": 11575, + "IoU": 0.7857250150210294, + "TN": 104844664, + "TP": 125540, + "n_pred": 137115, + "n_ref": 148201 + }, + "10": { + "Dice": 0.606026569822223, + "FN": 38674, + "FP": 24463, + "IoU": 0.4347475760315854, + "TN": 104892743, + "TP": 48560, + "n_pred": 73023, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.23407266624881215, + "FN": 66241, + "FP": 9523, + "IoU": 0.1325494326833904, + "TN": 104917099, + "TP": 11577, + "n_pred": 21100, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7422918268894637, + "FN": 27614, + "FP": 1874, + "IoU": 0.5901940074489966, + "TN": 104932484, + "TP": 42468, + "n_pred": 44342, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5550507599977564, + "FN": 14464, + "FP": 1402, + "IoU": 0.3841316667960562, + "TN": 104978678, + "TP": 9896, + "n_pred": 11298, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6539136824330292, + "FN": 78198, + "FP": 19769, + "IoU": 0.4857888189629381, + "TN": 104813921, + "TP": 92552, + "n_pred": 112321, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6917621178790867, + "FN": 44109, + "FP": 53415, + "IoU": 0.5287739541356217, + "TN": 104797482, + "TP": 109434, + "n_pred": 162849, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3992, + "IoU": 0.0, + "TN": 105000448, + "TP": 0, + "n_pred": 3992, + "n_ref": 0 + }, + "5": { + "Dice": 0.31562034277198214, + "FN": 23303, + "FP": 6087, + "IoU": 0.18738076146763624, + "TN": 104968273, + "TP": 6777, + "n_pred": 12864, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9427630010257756, + "FN": 57620, + "FP": 85448, + "IoU": 0.8917234280870644, + "TN": 103683120, + "TP": 1178252, + "n_pred": 1263700, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6941205948119099, + "FN": 47253, + "FP": 113891, + "IoU": 0.5315349886476948, + "TN": 104660457, + "TP": 182839, + "n_pred": 296730, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6597786477350043, + "FN": 180959, + "FP": 10061, + "IoU": 0.49229080451521506, + "TN": 104628201, + "TP": 185219, + "n_pred": 195280, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6466219387614236, + "FN": 46714, + "FP": 4482, + "IoU": 0.4777836713044188, + "TN": 104906404, + "TP": 46840, + "n_pred": 51322, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3305403163270634, + "FN": 332655, + "FP": 13538, + "IoU": 0.1979923921252473, + "TN": 177244630, + "TP": 85465, + "n_pred": 99003, + "n_ref": 418120 + }, + "10": { + "Dice": 0.18172503920543648, + "FN": 63270, + "FP": 14998, + "IoU": 0.09994365160592923, + "TN": 177589329, + "TP": 8691, + "n_pred": 23689, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.10348573587757416, + "FN": 72701, + "FP": 3223, + "IoU": 0.05456628396383832, + "TN": 177595982, + "TP": 4382, + "n_pred": 7605, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7329818029735204, + "FN": 31554, + "FP": 1007, + "IoU": 0.5785092942577539, + "TN": 177599036, + "TP": 44691, + "n_pred": 45698, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8326895799236225, + "FN": 4090, + "FP": 3577, + "IoU": 0.713340312570104, + "TN": 177649542, + "TP": 19079, + "n_pred": 22656, + "n_ref": 23169 + }, + "2": { + "Dice": 0.510986533504721, + "FN": 138438, + "FP": 6888, + "IoU": 0.3431711969049147, + "TN": 177455034, + "TP": 75928, + "n_pred": 82816, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7153322812921296, + "FN": 35925, + "FP": 100270, + "IoU": 0.55682280396336, + "TN": 177368973, + "TP": 171120, + "n_pred": 271390, + "n_ref": 207045 + }, + "4": { + "Dice": 0.29570311577256514, + "FN": 28174, + "FP": 1641, + "IoU": 0.17350446304817874, + "TN": 177640214, + "TP": 6259, + "n_pred": 7900, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5450393526216606, + "FN": 18889, + "FP": 1632, + "IoU": 0.3746076250266663, + "TN": 177643475, + "TP": 12292, + "n_pred": 13924, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8536053497850673, + "FN": 177740, + "FP": 380607, + "IoU": 0.7445999068689203, + "TN": 175490122, + "TP": 1627819, + "n_pred": 2008426, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.68391310425522, + "FN": 103990, + "FP": 140220, + "IoU": 0.5196564956816094, + "TN": 177167881, + "TP": 264197, + "n_pred": 404417, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8327202160806253, + "FN": 30805, + "FP": 36949, + "IoU": 0.7133852805062735, + "TN": 177439894, + "TP": 168640, + "n_pred": 205589, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7389514831966296, + "FN": 47700, + "FP": 14139, + "IoU": 0.5859818027222271, + "TN": 177526925, + "TP": 87524, + "n_pred": 101663, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8526497272547412, + "FN": 36224, + "FP": 15910, + "IoU": 0.7431468379875057, + "TN": 193802563, + "TP": 150838, + "n_pred": 166748, + "n_ref": 187062 + }, + "10": { + "Dice": 0.4457510010529309, + "FN": 58047, + "FP": 14068, + "IoU": 0.28679510255750934, + "TN": 193904421, + "TP": 28999, + "n_pred": 43067, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.310371621271614, + "FN": 51898, + "FP": 14667, + "IoU": 0.18369223977239282, + "TN": 193923991, + "TP": 14979, + "n_pred": 29646, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7938880241268605, + "FN": 10619, + "FP": 23279, + "IoU": 0.6582208285861203, + "TN": 193906354, + "TP": 65283, + "n_pred": 88562, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6984722712822324, + "FN": 5147, + "FP": 8511, + "IoU": 0.5366556976625844, + "TN": 193976058, + "TP": 15819, + "n_pred": 24330, + "n_ref": 20966 + }, + "2": { + "Dice": 0.709958107705063, + "FN": 9168, + "FP": 96831, + "IoU": 0.5503372502439231, + "TN": 193769805, + "TP": 129731, + "n_pred": 226562, + "n_ref": 138899 + }, + "3": { + "Dice": 0.088188909253655, + "FN": 128348, + "FP": 4, + "IoU": 0.04612846409381758, + "TN": 193870976, + "TP": 6207, + "n_pred": 6211, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7953865664856069, + "FN": 4409, + "FP": 4142, + "IoU": 0.6602836597671924, + "TN": 193980364, + "TP": 16620, + "n_pred": 20762, + "n_ref": 21029 + }, + "5": { + "Dice": 0.02952855389502563, + "FN": 26861, + "FP": 23, + "IoU": 0.01498552742461437, + "TN": 193978242, + "TP": 409, + "n_pred": 432, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8473062379791442, + "FN": 219526, + "FP": 200606, + "IoU": 0.7350662126371548, + "TN": 192419735, + "TP": 1165668, + "n_pred": 1366274, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7479391038425741, + "FN": 119463, + "FP": 17031, + "IoU": 0.597366394987655, + "TN": 193666532, + "TP": 202509, + "n_pred": 219540, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7580363000218675, + "FN": 88876, + "FP": 8496, + "IoU": 0.6103530240338058, + "TN": 193755637, + "TP": 152526, + "n_pred": 161022, + "n_ref": 241402 + }, + "9": { + "Dice": 0.47612327696998713, + "FN": 60629, + "FP": 22527, + "IoU": 0.31244212197380605, + "TN": 193884591, + "TP": 37788, + "n_pred": 60315, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8834573179667095, + "FN": 11964, + "FP": 15076, + "IoU": 0.7912436597209891, + "TN": 99526271, + "TP": 102489, + "n_pred": 117565, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5994979992141202, + "FN": 34306, + "FP": 15637, + "IoU": 0.42805936648267334, + "TN": 99568478, + "TP": 37379, + "n_pred": 53016, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3387574939060544, + "FN": 32576, + "FP": 17609, + "IoU": 0.20391814720812182, + "TN": 99592760, + "TP": 12855, + "n_pred": 30464, + "n_ref": 45431 + }, + "14": { + "Dice": 0.18310637656399176, + "FN": 46852, + "FP": 18176, + "IoU": 0.10077991039327397, + "TN": 99583484, + "TP": 7288, + "n_pred": 25464, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4380173611810437, + "FN": 27073, + "FP": 830, + "IoU": 0.2804239626582768, + "TN": 99617023, + "TP": 10874, + "n_pred": 11704, + "n_ref": 37947 + }, + "2": { + "Dice": 0.413720592273126, + "FN": 83863, + "FP": 3682, + "IoU": 0.260811929006873, + "TN": 99537366, + "TP": 30889, + "n_pred": 34571, + "n_ref": 114752 + }, + "3": { + "Dice": 0.797745344900971, + "FN": 23536, + "FP": 27309, + "IoU": 0.6635410738628092, + "TN": 99504682, + "TP": 100273, + "n_pred": 127582, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4933074863841964, + "FN": 10890, + "FP": 5577, + "IoU": 0.32741085651268226, + "TN": 99631317, + "TP": 8016, + "n_pred": 13593, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 237, + "IoU": 0.0, + "TN": 99648597, + "TP": 0, + "n_pred": 237, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9315311345740886, + "FN": 91976, + "FP": 93561, + "IoU": 0.8718374158733799, + "TN": 98208131, + "TP": 1262132, + "n_pred": 1355693, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5246182907356578, + "FN": 41302, + "FP": 186451, + "IoU": 0.35558139798089544, + "TN": 99302376, + "TP": 125671, + "n_pred": 312122, + "n_ref": 166973 + }, + "8": { + "Dice": 0.640656112828524, + "FN": 42687, + "FP": 22641, + "IoU": 0.4712980422942143, + "TN": 99532237, + "TP": 58235, + "n_pred": 80876, + "n_ref": 100922 + }, + "9": { + "Dice": 0.29512464781197617, + "FN": 78984, + "FP": 72, + "IoU": 0.17310629040018408, + "TN": 99560194, + "TP": 16550, + "n_pred": 16622, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2689771460101016, + "FN": 377208, + "FP": 1706, + "IoU": 0.1553862477263811, + "TN": 62634896, + "TP": 69710, + "n_pred": 71416, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5384220936195151, + "FN": 41445, + "FP": 8963, + "IoU": 0.3683841218925421, + "TN": 63003712, + "TP": 29400, + "n_pred": 38363, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.19665733948423203, + "FN": 39154, + "FP": 13959, + "IoU": 0.10905156506860804, + "TN": 63023906, + "TP": 6501, + "n_pred": 20460, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 63083516, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7285240289355516, + "FN": 30765, + "FP": 38700, + "IoU": 0.5729750663912658, + "TN": 62920848, + "TP": 93207, + "n_pred": 131907, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6940030796825558, + "FN": 45562, + "FP": 26772, + "IoU": 0.5313971793393409, + "TN": 62929159, + "TP": 82027, + "n_pred": 108799, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 14, + "IoU": 0.0, + "TN": 63065477, + "TP": 0, + "n_pred": 14, + "n_ref": 18029 + }, + "5": { + "Dice": 0.047971741112123975, + "FN": 16533, + "FP": 177, + "IoU": 0.024575331270795635, + "TN": 63066389, + "TP": 421, + "n_pred": 598, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7470041217633562, + "FN": 241350, + "FP": 360363, + "IoU": 0.5961744445756869, + "TN": 61593488, + "TP": 888319, + "n_pred": 1248682, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.43060538869851506, + "FN": 92570, + "FP": 76916, + "IoU": 0.2743767473124034, + "TN": 62849947, + "TP": 64087, + "n_pred": 141003, + "n_ref": 156657 + }, + "8": { + "Dice": 0.44426431561531887, + "FN": 71948, + "FP": 28150, + "IoU": 0.285565420960973, + "TN": 62943412, + "TP": 40010, + "n_pred": 68160, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7045673046108882, + "FN": 15407, + "FP": 7640, + "IoU": 0.5438856894060836, + "TN": 63032991, + "TP": 27482, + "n_pred": 35122, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6848356360084363, + "FN": 125296, + "FP": 46999, + "IoU": 0.5207224699504018, + "TN": 109249329, + "TP": 187194, + "n_pred": 234193, + "n_ref": 312490 + }, + "10": { + "Dice": 0.410308997255597, + "FN": 53317, + "FP": 46168, + "IoU": 0.2581061329196993, + "TN": 109474722, + "TP": 34611, + "n_pred": 80779, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.17946269152514222, + "FN": 69974, + "FP": 28831, + "IoU": 0.09857677219231822, + "TN": 109499208, + "TP": 10805, + "n_pred": 39636, + "n_ref": 80779 + }, + "14": { + "Dice": 0.21637121320983946, + "FN": 80353, + "FP": 39619, + "IoU": 0.12130955432672941, + "TN": 109472283, + "TP": 16563, + "n_pred": 56182, + "n_ref": 96916 + }, + "15": { + "Dice": 0.16958055462574348, + "FN": 93662, + "FP": 3091, + "IoU": 0.09264573486383075, + "TN": 109502186, + "TP": 9879, + "n_pred": 12970, + "n_ref": 103541 + }, + "2": { + "Dice": 0.2583160798236283, + "FN": 175571, + "FP": 45456, + "IoU": 0.14831398328433204, + "TN": 109349301, + "TP": 38490, + "n_pred": 83946, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7036097084827211, + "FN": 58270, + "FP": 99626, + "IoU": 0.5427452774729014, + "TN": 109263505, + "TP": 187417, + "n_pred": 287043, + "n_ref": 245687 + }, + "4": { + "Dice": 0.000306534289266191, + "FN": 50281, + "FP": 8422, + "IoU": 0.00015329063905164192, + "TN": 109550106, + "TP": 9, + "n_pred": 8431, + "n_ref": 50290 + }, + "5": { + "Dice": 0.08317772873875404, + "FN": 10062, + "FP": 740, + "IoU": 0.04339355295784626, + "TN": 109597526, + "TP": 490, + "n_pred": 1230, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7493203416697846, + "FN": 129918, + "FP": 619825, + "IoU": 0.5991305101021659, + "TN": 107738526, + "TP": 1120549, + "n_pred": 1740374, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6114636137160318, + "FN": 637247, + "FP": 75340, + "IoU": 0.4403655674824944, + "TN": 108335510, + "TP": 560721, + "n_pred": 636061, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7993961603171311, + "FN": 20048, + "FP": 14768, + "IoU": 0.6658284222448314, + "TN": 109504632, + "TP": 69370, + "n_pred": 84138, + "n_ref": 89418 + }, + "9": { + "Dice": 0.46876711410146077, + "FN": 34230, + "FP": 13301, + "IoU": 0.3061370470935155, + "TN": 109540316, + "TP": 20971, + "n_pred": 34272, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8608820904359199, + "FN": 10066, + "FP": 5677, + "IoU": 0.7557444959893256, + "TN": 67002899, + "TP": 48710, + "n_pred": 54387, + "n_ref": 58776 + }, + "10": { + "Dice": 0.2789694652512267, + "FN": 65407, + "FP": 3804, + "IoU": 0.16209443099273607, + "TN": 66984752, + "TP": 13389, + "n_pred": 17193, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.28776709583177634, + "FN": 29740, + "FP": 12192, + "IoU": 0.16806539293296033, + "TN": 67016949, + "TP": 8471, + "n_pred": 20663, + "n_ref": 38211 + }, + "14": { + "Dice": 0.660670937406534, + "FN": 27984, + "FP": 20801, + "IoU": 0.49328500057126834, + "TN": 66971075, + "TP": 47492, + "n_pred": 68293, + "n_ref": 75476 + }, + "15": { + "Dice": 0.18278952205882354, + "FN": 28180, + "FP": 272, + "IoU": 0.10058797496364671, + "TN": 67035718, + "TP": 3182, + "n_pred": 3454, + "n_ref": 31362 + }, + "2": { + "Dice": 0.6341112781047837, + "FN": 19886, + "FP": 125696, + "IoU": 0.4642481250046001, + "TN": 66795618, + "TP": 126152, + "n_pred": 251848, + "n_ref": 146038 + }, + "3": { + "Dice": 0.1332077533982163, + "FN": 148914, + "FP": 176, + "IoU": 0.07135649595754488, + "TN": 66906806, + "TP": 11456, + "n_pred": 11632, + "n_ref": 160370 + }, + "4": { + "Dice": 0.00043731778425655976, + "FN": 13036, + "FP": 678, + "IoU": 0.00021870671429612888, + "TN": 67053635, + "TP": 3, + "n_pred": 681, + "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": 0.9197438624746468, + "FN": 118743, + "FP": 48990, + "IoU": 0.8514127627005135, + "TN": 65938500, + "TP": 961119, + "n_pred": 1010109, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.306038976285513, + "FN": 286439, + "FP": 9119, + "IoU": 0.18066470951878003, + "TN": 66706623, + "TP": 65171, + "n_pred": 74290, + "n_ref": 351610 + }, + "8": { + "Dice": 0.79441833013638, + "FN": 29182, + "FP": 77, + "IoU": 0.6589502395356156, + "TN": 66981561, + "TP": 56532, + "n_pred": 56609, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7706186428776824, + "FN": 19726, + "FP": 14575, + "IoU": 0.6268344955885072, + "TN": 66975433, + "TP": 57618, + "n_pred": 72193, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18007512312910828, + "FN": 161424, + "FP": 9714, + "IoU": 0.0989464595037145, + "TN": 74329349, + "TP": 18793, + "n_pred": 28507, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6393256399095474, + "FN": 26039, + "FP": 7934, + "IoU": 0.4698594010892124, + "TN": 74455197, + "TP": 30110, + "n_pred": 38044, + "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": 0.26586448568412213, + "FN": 32439, + "FP": 25278, + "IoU": 0.15331240464734186, + "TN": 74451112, + "TP": 10451, + "n_pred": 35729, + "n_ref": 42890 + }, + "14": { + "Dice": 0.215764250025492, + "FN": 23461, + "FP": 38067, + "IoU": 0.12092810606926506, + "TN": 74449288, + "TP": 8464, + "n_pred": 46531, + "n_ref": 31925 + }, + "15": { + "Dice": 0.0408878224355129, + "FN": 29507, + "FP": 10464, + "IoU": 0.020870587658917767, + "TN": 74478457, + "TP": 852, + "n_pred": 11316, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6515775103142974, + "FN": 11089, + "FP": 127749, + "IoU": 0.48321465660675134, + "TN": 74250623, + "TP": 129819, + "n_pred": 257568, + "n_ref": 140908 + }, + "3": { + "Dice": 0.29740570924604587, + "FN": 127652, + "FP": 4591, + "IoU": 0.1746779669479255, + "TN": 74359048, + "TP": 27989, + "n_pred": 32580, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 15677, + "IoU": 0.0, + "TN": 74490325, + "TP": 0, + "n_pred": 15677, + "n_ref": 13278 + }, + "5": { + "Dice": 0.055348202093764225, + "FN": 9850, + "FP": 527, + "IoU": 0.028461754517367287, + "TN": 74508599, + "TP": 304, + "n_pred": 831, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8766552626732582, + "FN": 232609, + "FP": 153844, + "IoU": 0.7803973558103471, + "TN": 72759497, + "TP": 1373330, + "n_pred": 1527174, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.40991014279953264, + "FN": 107728, + "FP": 63473, + "IoU": 0.25779055249193633, + "TN": 74288616, + "TP": 59463, + "n_pred": 122936, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6115861087451078, + "FN": 36017, + "FP": 8, + "IoU": 0.4404926460310311, + "TN": 74454893, + "TP": 28362, + "n_pred": 28370, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6206478137357069, + "FN": 49381, + "FP": 3767, + "IoU": 0.4499560155239327, + "TN": 74422655, + "TP": 43477, + "n_pred": 47244, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.754745811355112, + "FN": 92261, + "FP": 31650, + "IoU": 0.6060977897022313, + "TN": 65736607, + "TP": 190662, + "n_pred": 222312, + "n_ref": 282923 + }, + "10": { + "Dice": 0.24974031032915667, + "FN": 68146, + "FP": 24304, + "IoU": 0.14268757476561847, + "TN": 65943343, + "TP": 15387, + "n_pred": 39691, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.19974501897533206, + "FN": 40889, + "FP": 13093, + "IoU": 0.11095373770977783, + "TN": 65990461, + "TP": 6737, + "n_pred": 19830, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6387610322375454, + "FN": 22518, + "FP": 18371, + "IoU": 0.4692497403946002, + "TN": 65974140, + "TP": 36151, + "n_pred": 54522, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8209156111141841, + "FN": 2334, + "FP": 7379, + "IoU": 0.6962314308053167, + "TN": 66019205, + "TP": 22262, + "n_pred": 29641, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4072041035480864, + "FN": 106598, + "FP": 2151, + "IoU": 0.25565366187542776, + "TN": 65905080, + "TP": 37351, + "n_pred": 39502, + "n_ref": 143949 + }, + "3": { + "Dice": 0.40132044859280797, + "FN": 103275, + "FP": 56500, + "IoU": 0.25103245252593437, + "TN": 65837853, + "TP": 53552, + "n_pred": 110052, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6793315465867886, + "FN": 12292, + "FP": 3980, + "IoU": 0.5143846245672675, + "TN": 66017672, + "TP": 17236, + "n_pred": 21216, + "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": 0.8089242347861919, + "FN": 56671, + "FP": 400066, + "IoU": 0.6791543060579217, + "TN": 64627639, + "TP": 966804, + "n_pred": 1366870, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5571726143119584, + "FN": 591353, + "FP": 20909, + "IoU": 0.38616720186958425, + "TN": 65053739, + "TP": 385179, + "n_pred": 406088, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7522055806319244, + "FN": 22638, + "FP": 16010, + "IoU": 0.6028281333497759, + "TN": 65953872, + "TP": 58660, + "n_pred": 74670, + "n_ref": 81298 + }, + "9": { + "Dice": 0.29279529173400226, + "FN": 57946, + "FP": 694, + "IoU": 0.17150567258650165, + "TN": 65980401, + "TP": 12139, + "n_pred": 12833, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9277231172537372, + "FN": 13859, + "FP": 7922, + "IoU": 0.8651898890869479, + "TN": 113310972, + "TP": 139787, + "n_pred": 147709, + "n_ref": 153646 + }, + "10": { + "Dice": 0.4987903909271615, + "FN": 48196, + "FP": 16858, + "IoU": 0.33225899162424044, + "TN": 113375116, + "TP": 32370, + "n_pred": 49228, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.19696743192738922, + "FN": 67653, + "FP": 7551, + "IoU": 0.10924230400227415, + "TN": 113388113, + "TP": 9223, + "n_pred": 16774, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8119319484981629, + "FN": 83053, + "FP": 585, + "IoU": 0.6834052539934893, + "TN": 113208360, + "TP": 180542, + "n_pred": 181127, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7493407523890165, + "FN": 6396, + "FP": 3965, + "IoU": 0.5991566078613433, + "TN": 113446692, + "TP": 15487, + "n_pred": 19452, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7646879545077524, + "FN": 27981, + "FP": 33014, + "IoU": 0.6190241221221471, + "TN": 113312438, + "TP": 99107, + "n_pred": 132121, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6674245915911302, + "FN": 55136, + "FP": 9806, + "IoU": 0.5008531505080472, + "TN": 113342434, + "TP": 65164, + "n_pred": 74970, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7609599641971395, + "FN": 10688, + "FP": 2131, + "IoU": 0.6141528459199952, + "TN": 113439317, + "TP": 20404, + "n_pred": 22535, + "n_ref": 31092 + }, + "5": { + "Dice": 0.08751519361000173, + "FN": 31314, + "FP": 216, + "IoU": 0.04575994189213728, + "TN": 113439498, + "TP": 1512, + "n_pred": 1728, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8730698047535761, + "FN": 216903, + "FP": 52558, + "IoU": 0.7747328170248056, + "TN": 112276356, + "TP": 926723, + "n_pred": 979281, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.3269558095189342, + "FN": 166928, + "FP": 43436, + "IoU": 0.19542568652948825, + "TN": 113211080, + "TP": 51096, + "n_pred": 94532, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7329047405157995, + "FN": 81591, + "FP": 15336, + "IoU": 0.5784132921578009, + "TN": 113242630, + "TP": 132983, + "n_pred": 148319, + "n_ref": 214574 + }, + "9": { + "Dice": 0.603060945960529, + "FN": 58738, + "FP": 3793, + "IoU": 0.431701686782027, + "TN": 113362508, + "TP": 47501, + "n_pred": 51294, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8152753753797404, + "FN": 15011, + "FP": 35823, + "IoU": 0.6881560140113244, + "TN": 75033717, + "TP": 112177, + "n_pred": 148000, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6003124352592709, + "FN": 46448, + "FP": 24935, + "IoU": 0.428890311224898, + "TN": 75071738, + "TP": 53607, + "n_pred": 78542, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.3191285958457661, + "FN": 44244, + "FP": 2762, + "IoU": 0.18985901899279584, + "TN": 75138706, + "TP": 11016, + "n_pred": 13778, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8859340969512497, + "FN": 16922, + "FP": 12983, + "IoU": 0.795225932798773, + "TN": 75050689, + "TP": 116134, + "n_pred": 129117, + "n_ref": 133056 + }, + "15": { + "Dice": 0.05810030736936802, + "FN": 71487, + "FP": 3897, + "IoU": 0.029919314365131452, + "TN": 75119019, + "TP": 2325, + "n_pred": 6222, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6919409189682865, + "FN": 36456, + "FP": 61362, + "IoU": 0.5289829251615513, + "TN": 74989054, + "TP": 109856, + "n_pred": 171218, + "n_ref": 146312 + }, + "3": { + "Dice": 0.06815677255522017, + "FN": 141825, + "FP": 13763, + "IoU": 0.03528069544513201, + "TN": 75035450, + "TP": 5690, + "n_pred": 19453, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6841982052282481, + "FN": 11811, + "FP": 330, + "IoU": 0.5199857668129522, + "TN": 75171435, + "TP": 13152, + "n_pred": 13482, + "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": 0.9372859114581925, + "FN": 42999, + "FP": 119397, + "IoU": 0.8819737326944447, + "TN": 73820797, + "TP": 1213535, + "n_pred": 1332932, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5992564313989008, + "FN": 49704, + "FP": 86865, + "IoU": 0.4278130878711575, + "TN": 74958049, + "TP": 102110, + "n_pred": 188975, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7447173885805677, + "FN": 34217, + "FP": 420, + "IoU": 0.5932667128547775, + "TN": 75111569, + "TP": 50522, + "n_pred": 50942, + "n_ref": 84739 + }, + "9": { + "Dice": 0.5129734328904156, + "FN": 44978, + "FP": 16269, + "IoU": 0.3449658830827148, + "TN": 75103226, + "TP": 32255, + "n_pred": 48524, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7363487334464227, + "FN": 86710, + "FP": 5767, + "IoU": 0.5827151469208, + "TN": 86706256, + "TP": 129139, + "n_pred": 134906, + "n_ref": 215849 + }, + "10": { + "Dice": 0.521246423838599, + "FN": 26741, + "FP": 50571, + "IoU": 0.3524903893667451, + "TN": 86808473, + "TP": 42087, + "n_pred": 92658, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.24453532309752715, + "FN": 45136, + "FP": 18042, + "IoU": 0.13929948367232947, + "TN": 86854469, + "TP": 10225, + "n_pred": 28267, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5992026491000821, + "FN": 23835, + "FP": 55686, + "IoU": 0.42775826832848796, + "TN": 86788908, + "TP": 59443, + "n_pred": 115129, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4575563830534673, + "FN": 113810, + "FP": 1999, + "IoU": 0.29664383062459004, + "TN": 86763220, + "TP": 48843, + "n_pred": 50842, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5984150328526234, + "FN": 67661, + "FP": 8249, + "IoU": 0.4269559440770601, + "TN": 86795404, + "TP": 56558, + "n_pred": 64807, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5669090484893261, + "FN": 97455, + "FP": 13923, + "IoU": 0.3955848356252103, + "TN": 86743598, + "TP": 72896, + "n_pred": 86819, + "n_ref": 170351 + }, + "4": { + "Dice": 0.37721276209729676, + "FN": 9245, + "FP": 14784, + "IoU": 0.23244745416214144, + "TN": 86896566, + "TP": 7277, + "n_pred": 22061, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 105, + "IoU": 0.0, + "TN": 86922294, + "TP": 0, + "n_pred": 105, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8217875838103129, + "FN": 40149, + "FP": 451762, + "IoU": 0.6974867795638716, + "TN": 85301791, + "TP": 1134170, + "n_pred": 1585932, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5493045855933775, + "FN": 610072, + "FP": 67869, + "IoU": 0.3786491500133813, + "TN": 85836796, + "TP": 413135, + "n_pred": 481004, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8466876370222095, + "FN": 9975, + "FP": 6109, + "IoU": 0.7341355769707589, + "TN": 86867375, + "TP": 44413, + "n_pred": 50522, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5786090559337081, + "FN": 26321, + "FP": 9276, + "IoU": 0.407072423212739, + "TN": 86867836, + "TP": 24439, + "n_pred": 33715, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7286549707602339, + "FN": 26163, + "FP": 20237, + "IoU": 0.5731370745170193, + "TN": 37640900, + "TP": 62300, + "n_pred": 82537, + "n_ref": 88463 + }, + "10": { + "Dice": 0.07660822798072221, + "FN": 56502, + "FP": 9599, + "IoU": 0.039829757564313, + "TN": 37680757, + "TP": 2742, + "n_pred": 12341, + "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": 0.22653519476715805, + "FN": 39084, + "FP": 529, + "IoU": 0.12773594045888934, + "TN": 37704186, + "TP": 5801, + "n_pred": 6330, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2633548715560057, + "FN": 27338, + "FP": 380689, + "IoU": 0.15164576069261046, + "TN": 37268637, + "TP": 72936, + "n_pred": 453625, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3336, + "IoU": 0.0, + "TN": 37746264, + "TP": 0, + "n_pred": 3336, + "n_ref": 0 + }, + "2": { + "Dice": 0.38421244452702363, + "FN": 73350, + "FP": 12819, + "IoU": 0.23778648574537156, + "TN": 37636549, + "TP": 26882, + "n_pred": 39701, + "n_ref": 100232 + }, + "3": { + "Dice": 0.010523226108037005, + "FN": 88215, + "FP": 2804, + "IoU": 0.0052894440619433245, + "TN": 37658097, + "TP": 484, + "n_pred": 3288, + "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": 0.10925616768688555, + "FN": 9460, + "FP": 144, + "IoU": 0.057784754243108014, + "TN": 37739407, + "TP": 589, + "n_pred": 733, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7767101242899503, + "FN": 268802, + "FP": 3569, + "IoU": 0.6349354635499739, + "TN": 37003510, + "TP": 473719, + "n_pred": 477288, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5748251950442614, + "FN": 166360, + "FP": 98333, + "IoU": 0.40333662442349566, + "TN": 37305978, + "TP": 178929, + "n_pred": 277262, + "n_ref": 345289 + }, + "8": { + "Dice": 0.620077892164189, + "FN": 42820, + "FP": 395, + "IoU": 0.4493571692511563, + "TN": 37671119, + "TP": 35266, + "n_pred": 35661, + "n_ref": 78086 + }, + "9": { + "Dice": 0.5664434573139738, + "FN": 29140, + "FP": 10096, + "IoU": 0.3951315769189264, + "TN": 37684733, + "TP": 25631, + "n_pred": 35727, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8309670666924689, + "FN": 45587, + "FP": 16430, + "IoU": 0.7108157888601339, + "TN": 75692233, + "TP": 152438, + "n_pred": 168868, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5034838921223052, + "FN": 74188, + "FP": 4553, + "IoU": 0.3364373356704645, + "TN": 75788024, + "TP": 39923, + "n_pred": 44476, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5737623044577983, + "FN": 23694, + "FP": 2763, + "IoU": 0.4022908006506416, + "TN": 75862424, + "TP": 17807, + "n_pred": 20570, + "n_ref": 41501 + }, + "14": { + "Dice": 0.75747649999147, + "FN": 34878, + "FP": 21986, + "IoU": 0.6096275040160367, + "TN": 75761022, + "TP": 88802, + "n_pred": 110788, + "n_ref": 123680 + }, + "15": { + "Dice": 0.23839478102540407, + "FN": 161214, + "FP": 5263, + "IoU": 0.13532815324205846, + "TN": 75714156, + "TP": 26055, + "n_pred": 31318, + "n_ref": 187269 + }, + "2": { + "Dice": 0.3768587186253298, + "FN": 147512, + "FP": 1969, + "IoU": 0.2321786297654637, + "TN": 75712006, + "TP": 45201, + "n_pred": 47170, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5908793278049138, + "FN": 105950, + "FP": 95240, + "IoU": 0.4193248594419238, + "TN": 75560212, + "TP": 145286, + "n_pred": 240526, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7444361943368586, + "FN": 11629, + "FP": 1106, + "IoU": 0.5929098871591599, + "TN": 75875405, + "TP": 18548, + "n_pred": 19654, + "n_ref": 30177 + }, + "5": { + "Dice": 0.3380323490132067, + "FN": 6212, + "FP": 7171, + "IoU": 0.20339285714285715, + "TN": 75889888, + "TP": 3417, + "n_pred": 10588, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9372687364230142, + "FN": 103426, + "FP": 111221, + "IoU": 0.8819433177003898, + "TN": 74088519, + "TP": 1603522, + "n_pred": 1714743, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7303058937189879, + "FN": 101384, + "FP": 25910, + "IoU": 0.575182549959285, + "TN": 75607044, + "TP": 172350, + "n_pred": 198260, + "n_ref": 273734 + }, + "8": { + "Dice": 0.832084824778282, + "FN": 24101, + "FP": 3201, + "IoU": 0.7124531322408055, + "TN": 75811740, + "TP": 67646, + "n_pred": 70847, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5429129217621924, + "FN": 48268, + "FP": 1368, + "IoU": 0.3726015623025002, + "TN": 75827574, + "TP": 29478, + "n_pred": 30846, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8329270223207219, + "FN": 16124, + "FP": 15538, + "IoU": 0.7136888937116814, + "TN": 61277164, + "TP": 78924, + "n_pred": 94462, + "n_ref": 95048 + }, + "10": { + "Dice": 0.25203886492466276, + "FN": 63358, + "FP": 23861, + "IoU": 0.14419019958003806, + "TN": 61285836, + "TP": 14695, + "n_pred": 38556, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.17329663285698127, + "FN": 34859, + "FP": 8991, + "IoU": 0.09486851339635884, + "TN": 61339304, + "TP": 4596, + "n_pred": 13587, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6938861334091949, + "FN": 10360, + "FP": 39138, + "IoU": 0.5312600617435936, + "TN": 61282152, + "TP": 56100, + "n_pred": 95238, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8038790738505431, + "FN": 13428, + "FP": 870, + "IoU": 0.6720717414738194, + "TN": 61344149, + "TP": 29303, + "n_pred": 30173, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7301628734060445, + "FN": 10083, + "FP": 80888, + "IoU": 0.5750051389382019, + "TN": 61173698, + "TP": 123081, + "n_pred": 203969, + "n_ref": 133164 + }, + "3": { + "Dice": 0.20615084403694248, + "FN": 118196, + "FP": 594, + "IoU": 0.11492094714411313, + "TN": 61253536, + "TP": 15424, + "n_pred": 16018, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5813874579721768, + "FN": 9552, + "FP": 4019, + "IoU": 0.40982822352685366, + "TN": 61364755, + "TP": 9424, + "n_pred": 13443, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0244073995920377, + "FN": 27348, + "FP": 392, + "IoU": 0.012354470039520062, + "TN": 61359663, + "TP": 347, + "n_pred": 739, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8461282769282169, + "FN": 247580, + "FP": 24149, + "IoU": 0.7332949235255493, + "TN": 60368913, + "TP": 747108, + "n_pred": 771257, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3893579482671258, + "FN": 116357, + "FP": 83693, + "IoU": 0.24174083114756584, + "TN": 61123922, + "TP": 63778, + "n_pred": 147471, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6932907744121095, + "FN": 106435, + "FP": 17328, + "IoU": 0.5305623935579064, + "TN": 61124109, + "TP": 139878, + "n_pred": 157206, + "n_ref": 246313 + }, + "9": { + "Dice": 0.3923845193508115, + "FN": 57716, + "FP": 10422, + "IoU": 0.2440785897336336, + "TN": 61297611, + "TP": 22001, + "n_pred": 32423, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9116068874110318, + "FN": 29384, + "FP": 894, + "IoU": 0.8375713488691472, + "TN": 39562392, + "TP": 156130, + "n_pred": 157024, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5736181130716601, + "FN": 26345, + "FP": 11545, + "IoU": 0.40214904460608736, + "TN": 39685423, + "TP": 25487, + "n_pred": 37032, + "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": 0.4613616849335825, + "FN": 25542, + "FP": 17116, + "IoU": 0.29985064093095015, + "TN": 39687873, + "TP": 18269, + "n_pred": 35385, + "n_ref": 43811 + }, + "14": { + "Dice": 0.14589232322832307, + "FN": 29649, + "FP": 13486, + "IoU": 0.07868600354556911, + "TN": 39701981, + "TP": 3684, + "n_pred": 17170, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 1578, + "IoU": 0.0, + "TN": 39695506, + "TP": 0, + "n_pred": 1578, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6894835703656722, + "FN": 47187, + "FP": 16458, + "IoU": 0.5261159301589665, + "TN": 39614495, + "TP": 70660, + "n_pred": 87118, + "n_ref": 117847 + }, + "3": { + "Dice": 0.78368117040279, + "FN": 32927, + "FP": 23023, + "IoU": 0.6443057127236201, + "TN": 39591502, + "TP": 101348, + "n_pred": 124371, + "n_ref": 134275 + }, + "4": { + "Dice": 0.2781418588652739, + "FN": 19932, + "FP": 5, + "IoU": 0.16153587349650939, + "TN": 39725022, + "TP": 3841, + "n_pred": 3846, + "n_ref": 23773 + }, + "5": { + "Dice": 0.1699859747545582, + "FN": 5918, + "FP": 0, + "IoU": 0.09288779889638259, + "TN": 39742276, + "TP": 606, + "n_pred": 606, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9527314655941579, + "FN": 60376, + "FP": 25713, + "IoU": 0.909729868027288, + "TN": 38795118, + "TP": 867593, + "n_pred": 893306, + "n_ref": 927969 + }, + "7": { + "Dice": 0.6761181577345319, + "FN": 348363, + "FP": 19262, + "IoU": 0.5107088383186352, + "TN": 38997458, + "TP": 383717, + "n_pred": 402979, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8348142124233205, + "FN": 7959, + "FP": 8494, + "IoU": 0.7164644654304818, + "TN": 39690772, + "TP": 41575, + "n_pred": 50069, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7401576981601882, + "FN": 14876, + "FP": 3908, + "IoU": 0.5875002745020532, + "TN": 39703263, + "TP": 26753, + "n_pred": 30661, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8028915610885246, + "FN": 22208, + "FP": 14493, + "IoU": 0.6706924243375894, + "TN": 101285159, + "TP": 74748, + "n_pred": 89241, + "n_ref": 96956 + }, + "10": { + "Dice": 0.34331948021043146, + "FN": 62193, + "FP": 15074, + "IoU": 0.207233365823629, + "TN": 101299143, + "TP": 20198, + "n_pred": 35272, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.15120555782590928, + "FN": 45135, + "FP": 8867, + "IoU": 0.08178603006189213, + "TN": 101337796, + "TP": 4810, + "n_pred": 13677, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8200308899453563, + "FN": 53180, + "FP": 537, + "IoU": 0.6949596247543981, + "TN": 101220510, + "TP": 122381, + "n_pred": 122918, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7383561026195952, + "FN": 10498, + "FP": 1108, + "IoU": 0.585233364305625, + "TN": 101368626, + "TP": 16376, + "n_pred": 17484, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5513539024246357, + "FN": 111644, + "FP": 2431, + "IoU": 0.3805994461638703, + "TN": 101212438, + "TP": 70095, + "n_pred": 72526, + "n_ref": 181739 + }, + "3": { + "Dice": 0.18962306404846657, + "FN": 147066, + "FP": 24819, + "IoU": 0.10474231099768223, + "TN": 101204613, + "TP": 20110, + "n_pred": 44929, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7002960188485471, + "FN": 4350, + "FP": 611, + "IoU": 0.5388119364134982, + "TN": 101385851, + "TP": 5796, + "n_pred": 6407, + "n_ref": 10146 + }, + "5": { + "Dice": 0.1751739618406285, + "FN": 34614, + "FP": 2132, + "IoU": 0.09599488289706751, + "TN": 101355960, + "TP": 3902, + "n_pred": 6034, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9318281507274543, + "FN": 173499, + "FP": 68955, + "IoU": 0.8723578994915985, + "TN": 99497125, + "TP": 1657029, + "n_pred": 1725984, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6283607061950336, + "FN": 245638, + "FP": 9133, + "IoU": 0.45810929231397507, + "TN": 100926456, + "TP": 215381, + "n_pred": 224514, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7009937515851606, + "FN": 103705, + "FP": 25977, + "IoU": 0.5396384755197092, + "TN": 101114912, + "TP": 152014, + "n_pred": 177991, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5533898103230621, + "FN": 51769, + "FP": 4482, + "IoU": 0.38254245288196614, + "TN": 101305507, + "TP": 34850, + "n_pred": 39332, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24815993711031128, + "FN": 184796, + "FP": 10308, + "IoU": 0.1416567313233877, + "TN": 73656201, + "TP": 32199, + "n_pred": 42507, + "n_ref": 216995 + }, + "10": { + "Dice": 0.007673886154898813, + "FN": 75112, + "FP": 113425, + "IoU": 0.0038517219151881477, + "TN": 73694238, + "TP": 729, + "n_pred": 114154, + "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": 0.009233891425672247, + "FN": 60784, + "FP": 36856, + "IoU": 0.004638360772720322, + "TN": 73785409, + "TP": 455, + "n_pred": 37311, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7020350776367238, + "FN": 32735, + "FP": 25333, + "IoU": 0.5408736904526587, + "TN": 73757029, + "TP": 68407, + "n_pred": 93740, + "n_ref": 101142 + }, + "15": { + "Dice": 0.07237448753858342, + "FN": 213816, + "FP": 459, + "IoU": 0.03754592739653422, + "TN": 73660870, + "TP": 8359, + "n_pred": 8818, + "n_ref": 222175 + }, + "2": { + "Dice": 0.015344502638251885, + "FN": 188693, + "FP": 113804, + "IoU": 0.0077315698662310485, + "TN": 73578650, + "TP": 2357, + "n_pred": 116161, + "n_ref": 191050 + }, + "3": { + "Dice": 0.38382423548863387, + "FN": 134370, + "FP": 36315, + "IoU": 0.23748916665922107, + "TN": 73659658, + "TP": 53161, + "n_pred": 89476, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 6958, + "IoU": 0.0, + "TN": 73828658, + "TP": 0, + "n_pred": 6958, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 430, + "IoU": 0.0, + "TN": 73867946, + "TP": 0, + "n_pred": 430, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5746398405723956, + "FN": 462571, + "FP": 1371337, + "IoU": 0.40315413390196003, + "TN": 70810838, + "TP": 1238758, + "n_pred": 2610095, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.13348390029694254, + "FN": 144998, + "FP": 213348, + "IoU": 0.07151500076435366, + "TN": 73497557, + "TP": 27601, + "n_pred": 240949, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5168385847562049, + "FN": 42745, + "FP": 25876, + "IoU": 0.3484708942965924, + "TN": 73778181, + "TP": 36702, + "n_pred": 62578, + "n_ref": 79447 + }, + "9": { + "Dice": 0.56455882181462, + "FN": 41765, + "FP": 32921, + "IoU": 0.39329986515247517, + "TN": 73760402, + "TP": 48416, + "n_pred": 81337, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8133836456824914, + "FN": 51973, + "FP": 10143, + "IoU": 0.6854647188394055, + "TN": 69298291, + "TP": 135369, + "n_pred": 145512, + "n_ref": 187342 + }, + "10": { + "Dice": 0.4238605721802039, + "FN": 35249, + "FP": 52353, + "IoU": 0.2689232720778462, + "TN": 69375950, + "TP": 32224, + "n_pred": 84577, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5464353516800692, + "FN": 42415, + "FP": 16357, + "IoU": 0.37592779400053095, + "TN": 69401601, + "TP": 35403, + "n_pred": 51760, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8148837279948965, + "FN": 43736, + "FP": 5014, + "IoU": 0.6875981262295817, + "TN": 69339727, + "TP": 107299, + "n_pred": 112313, + "n_ref": 151035 + }, + "15": { + "Dice": 0.04041681787547307, + "FN": 92047, + "FP": 500, + "IoU": 0.020625211649170336, + "TN": 69401280, + "TP": 1949, + "n_pred": 2449, + "n_ref": 93996 + }, + "2": { + "Dice": 0.4704012105218124, + "FN": 97923, + "FP": 19676, + "IoU": 0.30753241553119076, + "TN": 69325950, + "TP": 52227, + "n_pred": 71903, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6802947132668066, + "FN": 42564, + "FP": 79628, + "IoU": 0.5154898749786873, + "TN": 69243579, + "TP": 130005, + "n_pred": 209633, + "n_ref": 172569 + }, + "4": { + "Dice": 0.28185363199419605, + "FN": 30903, + "FP": 773, + "IoU": 0.16404518104085294, + "TN": 69457884, + "TP": 6216, + "n_pred": 6989, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5791851958112179, + "FN": 11018, + "FP": 716, + "IoU": 0.40764299055984654, + "TN": 69475967, + "TP": 8075, + "n_pred": 8791, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9152500352469294, + "FN": 105892, + "FP": 142970, + "IoU": 0.8437428577886835, + "TN": 67903132, + "TP": 1343782, + "n_pred": 1486752, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8031294574805522, + "FN": 42446, + "FP": 90191, + "IoU": 0.671024500101691, + "TN": 69092594, + "TP": 270545, + "n_pred": 360736, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6522092128877873, + "FN": 27633, + "FP": 37479, + "IoU": 0.48390983164769663, + "TN": 69369612, + "TP": 61052, + "n_pred": 98531, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5378206800591355, + "FN": 49447, + "FP": 3699, + "IoU": 0.36782128752914306, + "TN": 69411708, + "TP": 30922, + "n_pred": 34621, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8384138514897452, + "FN": 48910, + "FP": 10258, + "IoU": 0.7217836167941731, + "TN": 50620883, + "TP": 153501, + "n_pred": 163759, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5812487529467406, + "FN": 36513, + "FP": 20152, + "IoU": 0.4096903908659055, + "TN": 50737560, + "TP": 39327, + "n_pred": 59479, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.44641067081279023, + "FN": 26442, + "FP": 27678, + "IoU": 0.28734148878734805, + "TN": 50757611, + "TP": 21821, + "n_pred": 49499, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0008087765298268958, + "FN": 50706, + "FP": 25891, + "IoU": 0.0004045518609385603, + "TN": 50756924, + "TP": 31, + "n_pred": 25922, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.635453847658017, + "FN": 103205, + "FP": 21702, + "IoU": 0.465688790787605, + "TN": 50599780, + "TP": 108865, + "n_pred": 130567, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6289886344427098, + "FN": 76624, + "FP": 72622, + "IoU": 0.4587771117324311, + "TN": 50557795, + "TP": 126511, + "n_pred": 199133, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7527007120058925, + "FN": 5702, + "FP": 2356, + "IoU": 0.6034643964371832, + "TN": 50813231, + "TP": 12263, + "n_pred": 14619, + "n_ref": 17965 + }, + "5": { + "Dice": 0.45421420464727313, + "FN": 9042, + "FP": 95, + "IoU": 0.2938403276914754, + "TN": 50820613, + "TP": 3802, + "n_pred": 3897, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9244348823169521, + "FN": 142956, + "FP": 192744, + "IoU": 0.8594876006283504, + "TN": 48444439, + "TP": 2053413, + "n_pred": 2246157, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6720750742264485, + "FN": 45238, + "FP": 133466, + "IoU": 0.5061092394473633, + "TN": 50471723, + "TP": 183125, + "n_pred": 316591, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8285191772928827, + "FN": 20244, + "FP": 13981, + "IoU": 0.7072409221162482, + "TN": 50716647, + "TP": 82680, + "n_pred": 96661, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5058211897261212, + "FN": 72649, + "FP": 10334, + "IoU": 0.3385278831744412, + "TN": 50708100, + "TP": 42469, + "n_pred": 52803, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7956302872478677, + "FN": 52161, + "FP": 29929, + "IoU": 0.6606196409819665, + "TN": 76642978, + "TP": 159792, + "n_pred": 189721, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5035894783198306, + "FN": 28938, + "FP": 42077, + "IoU": 0.33653163421652527, + "TN": 76777824, + "TP": 36021, + "n_pred": 78098, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.3986991969220434, + "FN": 29726, + "FP": 9658, + "IoU": 0.24898457313933753, + "TN": 76832419, + "TP": 13057, + "n_pred": 22715, + "n_ref": 42783 + }, + "14": { + "Dice": 0.5163368162261831, + "FN": 50006, + "FP": 9013, + "IoU": 0.34801484721946047, + "TN": 76794338, + "TP": 31503, + "n_pred": 40516, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6564124115710583, + "FN": 16586, + "FP": 7941, + "IoU": 0.488552006005505, + "TN": 76836904, + "TP": 23429, + "n_pred": 31370, + "n_ref": 40015 + }, + "2": { + "Dice": 0.547590338980944, + "FN": 59845, + "FP": 12945, + "IoU": 0.3770219612810462, + "TN": 76768018, + "TP": 44052, + "n_pred": 56997, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8454074750902841, + "FN": 19690, + "FP": 8734, + "IoU": 0.7322128429303587, + "TN": 76778716, + "TP": 77720, + "n_pred": 86454, + "n_ref": 97410 + }, + "4": { + "Dice": 0.602230030261795, + "FN": 10056, + "FP": 9529, + "IoU": 0.4308506000988056, + "TN": 76850449, + "TP": 14826, + "n_pred": 24355, + "n_ref": 24882 + }, + "5": { + "Dice": 0.2703957783641161, + "FN": 13193, + "FP": 633, + "IoU": 0.1563339028557481, + "TN": 76868472, + "TP": 2562, + "n_pred": 3195, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8936908927112359, + "FN": 64625, + "FP": 189087, + "IoU": 0.8078130124964871, + "TN": 75564729, + "TP": 1066419, + "n_pred": 1255506, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.545508382495753, + "FN": 52461, + "FP": 128658, + "IoU": 0.37505089471178066, + "TN": 76595046, + "TP": 108695, + "n_pred": 237353, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8022529692665605, + "FN": 15062, + "FP": 15623, + "IoU": 0.669801676548763, + "TN": 76791931, + "TP": 62244, + "n_pred": 77867, + "n_ref": 77306 + }, + "9": { + "Dice": 0.39706784804593254, + "FN": 68150, + "FP": 3573, + "IoU": 0.24771344661212502, + "TN": 76789520, + "TP": 23617, + "n_pred": 27190, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5606587823996941, + "FN": 21936, + "FP": 138920, + "IoU": 0.38952457940059126, + "TN": 130736439, + "TP": 102637, + "n_pred": 241557, + "n_ref": 124573 + }, + "10": { + "Dice": 0.33015841751315456, + "FN": 34096, + "FP": 61126, + "IoU": 0.19771840692903303, + "TN": 130881243, + "TP": 23467, + "n_pred": 84593, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.22698947066829023, + "FN": 65741, + "FP": 20595, + "IoU": 0.1280248858724195, + "TN": 130900920, + "TP": 12676, + "n_pred": 33271, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5889088841409283, + "FN": 542463, + "FP": 21094, + "IoU": 0.4173429182015655, + "TN": 130032713, + "TP": 403662, + "n_pred": 424756, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.3214580308521478, + "FN": 175792, + "FP": 6005, + "IoU": 0.19151027305879215, + "TN": 130775072, + "TP": 43063, + "n_pred": 49068, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6056400869465736, + "FN": 124224, + "FP": 82602, + "IoU": 0.43434989867165513, + "TN": 130634289, + "TP": 158817, + "n_pred": 241419, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 451, + "IoU": 0.0, + "TN": 130997201, + "TP": 0, + "n_pred": 451, + "n_ref": 2280 + }, + "5": { + "Dice": 0.07326478149100257, + "FN": 22807, + "FP": 265, + "IoU": 0.03802535023348899, + "TN": 130975948, + "TP": 912, + "n_pred": 1177, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8225356446492994, + "FN": 163157, + "FP": 402051, + "IoU": 0.6985652184811251, + "TN": 129124873, + "TP": 1309851, + "n_pred": 1711902, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4079450631585177, + "FN": 111008, + "FP": 159107, + "IoU": 0.2562380566890802, + "TN": 130636758, + "TP": 93059, + "n_pred": 252166, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6422265741148968, + "FN": 63386, + "FP": 6402, + "IoU": 0.47299981121389467, + "TN": 130867507, + "TP": 62637, + "n_pred": 69039, + "n_ref": 126023 + }, + "9": { + "Dice": 0.401005682103887, + "FN": 37282, + "FP": 22279, + "IoU": 0.2507861833002088, + "TN": 130920434, + "TP": 19937, + "n_pred": 42216, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7149437544249141, + "FN": 16519, + "FP": 16094, + "IoU": 0.5563521105684863, + "TN": 74353187, + "TP": 40898, + "n_pred": 56992, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4126555416224559, + "FN": 53107, + "FP": 19961, + "IoU": 0.259965969859018, + "TN": 74327962, + "TP": 25668, + "n_pred": 45629, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.248911807082733, + "FN": 86915, + "FP": 12131, + "IoU": 0.14214692788719707, + "TN": 74311240, + "TP": 16412, + "n_pred": 28543, + "n_ref": 103327 + }, + "14": { + "Dice": 0.904706412831519, + "FN": 16401, + "FP": 16145, + "IoU": 0.8259944396920444, + "TN": 74239658, + "TP": 154494, + "n_pred": 170639, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6777300748568912, + "FN": 9905, + "FP": 1805, + "IoU": 0.5125504724638887, + "TN": 74402675, + "TP": 12313, + "n_pred": 14118, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6750689166559319, + "FN": 53246, + "FP": 9815, + "IoU": 0.5095124758882459, + "TN": 74298130, + "TP": 65507, + "n_pred": 75322, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7117157626003813, + "FN": 35432, + "FP": 42145, + "IoU": 0.5524524339729315, + "TN": 74253360, + "TP": 95761, + "n_pred": 137906, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5761735451640488, + "FN": 17658, + "FP": 1176, + "IoU": 0.4046655708686307, + "TN": 74395062, + "TP": 12802, + "n_pred": 13978, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9252685119367534, + "FN": 33678, + "FP": 104256, + "IoU": 0.8609299366525144, + "TN": 73434867, + "TP": 853897, + "n_pred": 958153, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6259157084569733, + "FN": 42515, + "FP": 86577, + "IoU": 0.4555147834155806, + "TN": 74189608, + "TP": 107998, + "n_pred": 194575, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6197078138827219, + "FN": 23274, + "FP": 1221, + "IoU": 0.4489685735495917, + "TN": 74382245, + "TP": 19958, + "n_pred": 21179, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5200660135170535, + "FN": 13919, + "FP": 22723, + "IoU": 0.3514116293477299, + "TN": 74370203, + "TP": 19853, + "n_pred": 42576, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8263150773486477, + "FN": 30473, + "FP": 15739, + "IoU": 0.7040348405277316, + "TN": 106490548, + "TP": 109928, + "n_pred": 125667, + "n_ref": 140401 + }, + "10": { + "Dice": 0.4741554897967027, + "FN": 56160, + "FP": 39621, + "IoU": 0.3107495466451743, + "TN": 106507724, + "TP": 43183, + "n_pred": 82804, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.20112645686562447, + "FN": 35533, + "FP": 7444, + "IoU": 0.11180689028044723, + "TN": 106598301, + "TP": 5410, + "n_pred": 12854, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7692581844101624, + "FN": 24928, + "FP": 2264, + "IoU": 0.6250361974103339, + "TN": 106574169, + "TP": 45327, + "n_pred": 47591, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8257998585016901, + "FN": 5551, + "FP": 3313, + "IoU": 0.7032871393184709, + "TN": 106616814, + "TP": 21010, + "n_pred": 24323, + "n_ref": 26561 + }, + "2": { + "Dice": 0.00180708567805342, + "FN": 186502, + "FP": 2411, + "IoU": 0.0009043599669987942, + "TN": 106457604, + "TP": 171, + "n_pred": 2582, + "n_ref": 186673 + }, + "3": { + "Dice": 0.4943376959625917, + "FN": 61901, + "FP": 119340, + "IoU": 0.3283191022562187, + "TN": 106376856, + "TP": 88591, + "n_pred": 207931, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7983726606997559, + "FN": 2724, + "FP": 993, + "IoU": 0.664409534127844, + "TN": 106635612, + "TP": 7359, + "n_pred": 8352, + "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": 0.9544668072827256, + "FN": 76371, + "FP": 37762, + "IoU": 0.9128995750026138, + "TN": 105336327, + "TP": 1196228, + "n_pred": 1233990, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7603644027466178, + "FN": 113157, + "FP": 27835, + "IoU": 0.6133773541445009, + "TN": 106282012, + "TP": 223684, + "n_pred": 251519, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7048098126660044, + "FN": 21011, + "FP": 20888, + "IoU": 0.544174762562691, + "TN": 106554769, + "TP": 50020, + "n_pred": 70908, + "n_ref": 71031 + }, + "9": { + "Dice": 0.5066095214084625, + "FN": 54942, + "FP": 3769, + "IoU": 0.3392344659156134, + "TN": 106557835, + "TP": 30142, + "n_pred": 33911, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7404012427093408, + "FN": 53697, + "FP": 17161, + "IoU": 0.5878072191035747, + "TN": 107955023, + "TP": 101047, + "n_pred": 118208, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7310664879641493, + "FN": 19231, + "FP": 26318, + "IoU": 0.5761267087912599, + "TN": 108019469, + "TP": 61910, + "n_pred": 88228, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.37681778567644697, + "FN": 55371, + "FP": 17565, + "IoU": 0.23214755703412046, + "TN": 108031941, + "TP": 22051, + "n_pred": 39616, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5329876394332228, + "FN": 17794, + "FP": 20933, + "IoU": 0.3633150297570118, + "TN": 108066102, + "TP": 22099, + "n_pred": 43032, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5379697183651055, + "FN": 13516, + "FP": 10042, + "IoU": 0.36796072223861775, + "TN": 108089655, + "TP": 13715, + "n_pred": 23757, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5517904617623907, + "FN": 116095, + "FP": 4615, + "IoU": 0.3810156245993857, + "TN": 107931915, + "TP": 74303, + "n_pred": 78918, + "n_ref": 190398 + }, + "3": { + "Dice": 0.813642733001624, + "FN": 43170, + "FP": 28779, + "IoU": 0.6858328057114162, + "TN": 107897913, + "TP": 157066, + "n_pred": 185845, + "n_ref": 200236 + }, + "4": { + "Dice": 0.49689759938379907, + "FN": 21697, + "FP": 1817, + "IoU": 0.3305813357626829, + "TN": 108091802, + "TP": 11612, + "n_pred": 13429, + "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": 0.9378791907374731, + "FN": 82551, + "FP": 102489, + "IoU": 0.883024965294372, + "TN": 106545052, + "TP": 1396836, + "n_pred": 1499325, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6560794391706438, + "FN": 68742, + "FP": 127984, + "IoU": 0.4881831994338759, + "TN": 107742560, + "TP": 187642, + "n_pred": 315626, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7614041758462966, + "FN": 9129, + "FP": 12206, + "IoU": 0.6147317478375499, + "TN": 108071551, + "TP": 34042, + "n_pred": 46248, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5540920304622975, + "FN": 35909, + "FP": 5663, + "IoU": 0.3832138989035771, + "TN": 108059527, + "TP": 25829, + "n_pred": 31492, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6474101325726881, + "FN": 44600, + "FP": 42422, + "IoU": 0.47864481921936314, + "TN": 62403245, + "TP": 79893, + "n_pred": 122315, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6405485138967205, + "FN": 19955, + "FP": 24030, + "IoU": 0.4711815908435126, + "TN": 62486984, + "TP": 39191, + "n_pred": 63221, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6274780335487619, + "FN": 15786, + "FP": 14994, + "IoU": 0.4571715782233744, + "TN": 62513457, + "TP": 25923, + "n_pred": 40917, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8414225524455532, + "FN": 96914, + "FP": 153, + "IoU": 0.7262549035644084, + "TN": 62215571, + "TP": 257522, + "n_pred": 257675, + "n_ref": 354436 + }, + "15": { + "Dice": 0.11066577599643732, + "FN": 85872, + "FP": 1996, + "IoU": 0.058573954036535064, + "TN": 62476825, + "TP": 5467, + "n_pred": 7463, + "n_ref": 91339 + }, + "2": { + "Dice": 0.3642169233146212, + "FN": 128116, + "FP": 7679, + "IoU": 0.22265600402997293, + "TN": 62395469, + "TP": 38896, + "n_pred": 46575, + "n_ref": 167012 + }, + "3": { + "Dice": 0.4911204091120409, + "FN": 110374, + "FP": 75708, + "IoU": 0.3254868129159477, + "TN": 62294284, + "TP": 89794, + "n_pred": 165502, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7508917954815696, + "FN": 3272, + "FP": 10136, + "IoU": 0.601142313184198, + "TN": 62536544, + "TP": 20208, + "n_pred": 30344, + "n_ref": 23480 + }, + "5": { + "Dice": 0.10517780609289934, + "FN": 7721, + "FP": 4, + "IoU": 0.055508008313974816, + "TN": 62561981, + "TP": 454, + "n_pred": 458, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9099942475365262, + "FN": 56756, + "FP": 220343, + "IoU": 0.8348527019053692, + "TN": 60892270, + "TP": 1400791, + "n_pred": 1621134, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6983144153304234, + "FN": 57249, + "FP": 55204, + "IoU": 0.5364693467875236, + "TN": 62327559, + "TP": 130148, + "n_pred": 185352, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7491340242883938, + "FN": 15408, + "FP": 21238, + "IoU": 0.5988923184693855, + "TN": 62478798, + "TP": 54716, + "n_pred": 75954, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5382216719402027, + "FN": 26122, + "FP": 14158, + "IoU": 0.3681965053173134, + "TN": 62506406, + "TP": 23474, + "n_pred": 37632, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6825820004981212, + "FN": 123122, + "FP": 23441, + "IoU": 0.5181210525104472, + "TN": 55077099, + "TP": 157586, + "n_pred": 181027, + "n_ref": 280708 + }, + "10": { + "Dice": 0.713641650379501, + "FN": 17052, + "FP": 30712, + "IoU": 0.5547767078979502, + "TN": 55273967, + "TP": 59517, + "n_pred": 90229, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.51549803442134, + "FN": 30415, + "FP": 15556, + "IoU": 0.347253184148125, + "TN": 55310821, + "TP": 24456, + "n_pred": 40012, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8502089395497407, + "FN": 17465, + "FP": 9921, + "IoU": 0.739446468836519, + "TN": 55276141, + "TP": 77721, + "n_pred": 87642, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5391751674271562, + "FN": 54005, + "FP": 3864, + "IoU": 0.3690895413364151, + "TN": 55289525, + "TP": 33854, + "n_pred": 37718, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4888697536787644, + "FN": 128375, + "FP": 11712, + "IoU": 0.3235126521151246, + "TN": 55174168, + "TP": 66993, + "n_pred": 78705, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6908684145602978, + "FN": 60674, + "FP": 49592, + "IoU": 0.5277303078194799, + "TN": 55147767, + "TP": 123215, + "n_pred": 172807, + "n_ref": 183889 + }, + "4": { + "Dice": 0.46683227527831445, + "FN": 4872, + "FP": 923, + "IoU": 0.3044887181949112, + "TN": 55372916, + "TP": 2537, + "n_pred": 3460, + "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": 0.9059426924923963, + "FN": 83949, + "FP": 209839, + "IoU": 0.8280578049026012, + "TN": 53672604, + "TP": 1414856, + "n_pred": 1624695, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7251952772259346, + "FN": 46760, + "FP": 50622, + "IoU": 0.5688677365799668, + "TN": 55155373, + "TP": 128493, + "n_pred": 179115, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8445118157445219, + "FN": 9725, + "FP": 4020, + "IoU": 0.7308701441102757, + "TN": 55330176, + "TP": 37327, + "n_pred": 41347, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7322705504165846, + "FN": 17430, + "FP": 7056, + "IoU": 0.5776236803974333, + "TN": 55323276, + "TP": 33486, + "n_pred": 40542, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6685683209052276, + "FN": 133227, + "FP": 20958, + "IoU": 0.5021424166201158, + "TN": 110836918, + "TP": 155512, + "n_pred": 176470, + "n_ref": 288739 + }, + "10": { + "Dice": 0.4700216401569393, + "FN": 45676, + "FP": 36857, + "IoU": 0.3072080314947411, + "TN": 111027484, + "TP": 36598, + "n_pred": 73455, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.27296704802356647, + "FN": 46656, + "FP": 38244, + "IoU": 0.15805549495229973, + "TN": 111045777, + "TP": 15938, + "n_pred": 54182, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0, + "FN": 41116, + "FP": 0, + "IoU": 0.0, + "TN": 111105499, + "TP": 0, + "n_pred": 0, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7053879166574014, + "FN": 9503, + "FP": 3746, + "IoU": 0.5448643077980075, + "TN": 111117505, + "TP": 15861, + "n_pred": 19607, + "n_ref": 25364 + }, + "2": { + "Dice": 0.22801592574645693, + "FN": 133065, + "FP": 21470, + "IoU": 0.1286783154879706, + "TN": 110969258, + "TP": 22822, + "n_pred": 44292, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6381836987577958, + "FN": 119925, + "FP": 21399, + "IoU": 0.46862686118213265, + "TN": 110880655, + "TP": 124636, + "n_pred": 146035, + "n_ref": 244561 + }, + "4": { + "Dice": 0.716186319968482, + "FN": 7022, + "FP": 2343, + "IoU": 0.5578584580520277, + "TN": 111125434, + "TP": 11816, + "n_pred": 14159, + "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": 0.932992723548785, + "FN": 73184, + "FP": 146731, + "IoU": 0.8744014629889385, + "TN": 109395679, + "TP": 1531021, + "n_pred": 1677752, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2335084668812979, + "FN": 316723, + "FP": 90156, + "IoU": 0.1321877079529749, + "TN": 110677759, + "TP": 61977, + "n_pred": 152133, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8015644785268813, + "FN": 12816, + "FP": 20720, + "IoU": 0.6688423900700116, + "TN": 111045346, + "TP": 67733, + "n_pred": 88453, + "n_ref": 80549 + }, + "9": { + "Dice": 0.34585751522919395, + "FN": 43846, + "FP": 1577, + "IoU": 0.20908568543121311, + "TN": 111089184, + "TP": 12008, + "n_pred": 13585, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912579633167943, + "FN": 22129, + "FP": 12369, + "IoU": 0.8392151379567487, + "TN": 96906465, + "TP": 180062, + "n_pred": 192431, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5699976585061269, + "FN": 30583, + "FP": 35529, + "IoU": 0.3985991085236059, + "TN": 97011095, + "TP": 43818, + "n_pred": 79347, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.4343329253365973, + "FN": 30080, + "FP": 25378, + "IoU": 0.2774107805964899, + "TN": 97044276, + "TP": 21291, + "n_pred": 46669, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8004668161297257, + "FN": 42083, + "FP": 3396, + "IoU": 0.6673152747196477, + "TN": 96984322, + "TP": 91224, + "n_pred": 94620, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5886741336783794, + "FN": 39382, + "FP": 1308, + "IoU": 0.4171071669030326, + "TN": 97051218, + "TP": 29117, + "n_pred": 30425, + "n_ref": 68499 + }, + "2": { + "Dice": 0.45593763425461836, + "FN": 116453, + "FP": 5121, + "IoU": 0.29528446801727387, + "TN": 96948510, + "TP": 50941, + "n_pred": 56062, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7084195263412276, + "FN": 73272, + "FP": 47384, + "IoU": 0.5484904276497972, + "TN": 96853797, + "TP": 146572, + "n_pred": 193956, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6646503750302444, + "FN": 6245, + "FP": 4843, + "IoU": 0.49773509693785106, + "TN": 97098949, + "TP": 10988, + "n_pred": 15831, + "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": 0.9388357533848483, + "FN": 51525, + "FP": 148632, + "IoU": 0.8847223758051586, + "TN": 95384721, + "TP": 1536147, + "n_pred": 1684779, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7599846164877355, + "FN": 93585, + "FP": 53699, + "IoU": 0.6128832162832751, + "TN": 96740561, + "TP": 233180, + "n_pred": 286879, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6963470708930835, + "FN": 38850, + "FP": 14575, + "IoU": 0.5341506587724423, + "TN": 97006342, + "TP": 61258, + "n_pred": 75833, + "n_ref": 100108 + }, + "9": { + "Dice": 0.549720913374411, + "FN": 57528, + "FP": 4588, + "IoU": 0.37904491517799127, + "TN": 97020992, + "TP": 37917, + "n_pred": 42505, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7947896817496658, + "FN": 57408, + "FP": 14746, + "IoU": 0.659461398325483, + "TN": 78844523, + "TP": 139728, + "n_pred": 154474, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6992563064178855, + "FN": 32319, + "FP": 19888, + "IoU": 0.5375819309123118, + "TN": 78943505, + "TP": 60693, + "n_pred": 80581, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4852968628722453, + "FN": 40778, + "FP": 11609, + "IoU": 0.32039074256655076, + "TN": 78979321, + "TP": 24697, + "n_pred": 36306, + "n_ref": 65475 + }, + "14": { + "Dice": 0.533444078711252, + "FN": 11867, + "FP": 33632, + "IoU": 0.36373933715564255, + "TN": 78984895, + "TP": 26011, + "n_pred": 59643, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6228814157293857, + "FN": 16463, + "FP": 10260, + "IoU": 0.4523077553697327, + "TN": 79007613, + "TP": 22069, + "n_pred": 32329, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7300864185940796, + "FN": 38867, + "FP": 15760, + "IoU": 0.5749103161695471, + "TN": 78927898, + "TP": 73880, + "n_pred": 89640, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7078456564401587, + "FN": 46176, + "FP": 15903, + "IoU": 0.5478027141015275, + "TN": 78919122, + "TP": 75204, + "n_pred": 91107, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5495203836930456, + "FN": 3899, + "FP": 3615, + "IoU": 0.37885426138712075, + "TN": 79044308, + "TP": 4583, + "n_pred": 8198, + "n_ref": 8482 + }, + "5": { + "Dice": 0.05263157894736842, + "FN": 4824, + "FP": 0, + "IoU": 0.02702702702702703, + "TN": 79051447, + "TP": 134, + "n_pred": 134, + "n_ref": 4958 + }, + "6": { + "Dice": 0.913092787399895, + "FN": 86018, + "FP": 148624, + "IoU": 0.8400834742973042, + "TN": 77589127, + "TP": 1232636, + "n_pred": 1381260, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6162584426888793, + "FN": 250242, + "FP": 28382, + "IoU": 0.4453566053811302, + "TN": 78554057, + "TP": 223724, + "n_pred": 252106, + "n_ref": 473966 + }, + "8": { + "Dice": 0.587034232996675, + "FN": 12724, + "FP": 13731, + "IoU": 0.41546245967563744, + "TN": 79011147, + "TP": 18803, + "n_pred": 32534, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6160421237384818, + "FN": 36192, + "FP": 7560, + "IoU": 0.44513068952835094, + "TN": 78977554, + "TP": 35099, + "n_pred": 42659, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9123869267173874, + "FN": 20198, + "FP": 20752, + "IoU": 0.8388892604643294, + "TN": 122457767, + "TP": 213223, + "n_pred": 233975, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6573285960594495, + "FN": 38150, + "FP": 37175, + "IoU": 0.48956773349777394, + "TN": 122564369, + "TP": 72246, + "n_pred": 109421, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.10709868059373281, + "FN": 47566, + "FP": 56382, + "IoU": 0.056579114555916576, + "TN": 122601758, + "TP": 6234, + "n_pred": 62616, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6943862613264208, + "FN": 47691, + "FP": 5127, + "IoU": 0.5318466256581164, + "TN": 122599118, + "TP": 60004, + "n_pred": 65131, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7859416014309275, + "FN": 17255, + "FP": 1175, + "IoU": 0.6473672126128884, + "TN": 122659676, + "TP": 33834, + "n_pred": 35009, + "n_ref": 51089 + }, + "2": { + "Dice": 0.1382412986416635, + "FN": 125802, + "FP": 13073, + "IoU": 0.07425306971349341, + "TN": 122561926, + "TP": 11139, + "n_pred": 24212, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6663948248693777, + "FN": 49458, + "FP": 47082, + "IoU": 0.4996942403167463, + "TN": 122518978, + "TP": 96422, + "n_pred": 143504, + "n_ref": 145880 + }, + "4": { + "Dice": 0.674727434373684, + "FN": 29426, + "FP": 5331, + "IoU": 0.5091235206055984, + "TN": 122641134, + "TP": 36049, + "n_pred": 41380, + "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": 0.9151470615965288, + "FN": 84979, + "FP": 216518, + "IoU": 0.8435678507202177, + "TN": 120784606, + "TP": 1625837, + "n_pred": 1842355, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4209233419361491, + "FN": 358033, + "FP": 214796, + "IoU": 0.26656295613428593, + "TN": 121930920, + "TP": 208191, + "n_pred": 422987, + "n_ref": 566224 + }, + "8": { + "Dice": 0.639243878868889, + "FN": 65671, + "FP": 14217, + "IoU": 0.46977108457724653, + "TN": 122561273, + "TP": 70779, + "n_pred": 84996, + "n_ref": 136450 + }, + "9": { + "Dice": 0.5407806569514081, + "FN": 45894, + "FP": 3107, + "IoU": 0.3705958665690468, + "TN": 122634087, + "TP": 28852, + "n_pred": 31959, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..ab5bc01c4da9875f8117e92f7ae631cd501e1663 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,14412 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.15195672134794902, + "FN": 2437.7764705882355, + "FP": 1389.5411764705882, + "IoU": 0.11774323630725049, + "TN": 219909.8117647059, + "TP": 3033.694117647059, + "n_pred": 4423.235294117648, + "n_ref": 5471.470588235293 + }, + "mean": { + "1": { + "Dice": 0.11805960361410668, + "FN": 74.3529411764706, + "FP": 544.5882352941177, + "IoU": 0.11184937180726219, + "TN": 225770.64705882352, + "TP": 381.2352941176471, + "n_pred": 925.8235294117648, + "n_ref": 455.5882352941176 + }, + "10": { + "Dice": 0.20866180203567933, + "FN": 2146.3529411764707, + "FP": 818.5294117647059, + "IoU": 0.15292233312454312, + "TN": 222928.11764705883, + "TP": 877.8235294117648, + "n_pred": 1696.3529411764705, + "n_ref": 3024.176470588235 + }, + "11": { + "Dice": 0.0, + "FN": 207.88235294117646, + "FP": 0.0, + "IoU": 0.0, + "TN": 226562.9411764706, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 207.88235294117646 + }, + "12": { + "Dice": 0.0, + "FN": 231.88235294117646, + "FP": 0.0, + "IoU": 0.0, + "TN": 226538.9411764706, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 231.88235294117646 + }, + "13": { + "Dice": 0.06132882747183701, + "FN": 1760.4117647058824, + "FP": 1133.764705882353, + "IoU": 0.03291439510689587, + "TN": 223731.70588235295, + "TP": 144.94117647058823, + "n_pred": 1278.7058823529412, + "n_ref": 1905.3529411764705 + }, + "14": { + "Dice": 0.47643282337959525, + "FN": 5379.764705882353, + "FP": 603.4117647058823, + "IoU": 0.41288433888073844, + "TN": 207036.88235294117, + "TP": 13750.764705882353, + "n_pred": 14354.176470588236, + "n_ref": 19130.529411764706 + }, + "15": { + "Dice": 0.14917779037869153, + "FN": 1067.6470588235295, + "FP": 1278.0, + "IoU": 0.0960908193484699, + "TN": 223566.29411764705, + "TP": 858.8823529411765, + "n_pred": 2136.8823529411766, + "n_ref": 1926.5294117647059 + }, + "2": { + "Dice": 0.14890264072085074, + "FN": 1866.2941176470588, + "FP": 2162.764705882353, + "IoU": 0.11937281216058633, + "TN": 219151.41176470587, + "TP": 3590.3529411764707, + "n_pred": 5753.117647058823, + "n_ref": 5456.64705882353 + }, + "3": { + "Dice": 0.057380669529988736, + "FN": 2267.4117647058824, + "FP": 194.88235294117646, + "IoU": 0.03465610655775404, + "TN": 223865.29411764705, + "TP": 443.2352941176471, + "n_pred": 638.1176470588235, + "n_ref": 2710.6470588235293 + }, + "4": { + "Dice": 0.0076325138053533114, + "FN": 2735.470588235294, + "FP": 1.8235294117647058, + "IoU": 0.0038754152230596134, + "TN": 224008.0, + "TP": 25.529411764705884, + "n_pred": 27.352941176470587, + "n_ref": 2761.0 + }, + "5": { + "Dice": 0.0018158807021405382, + "FN": 2303.176470588235, + "FP": 0.0, + "IoU": 0.0009104201727039479, + "TN": 224461.82352941178, + "TP": 5.823529411764706, + "n_pred": 5.823529411764706, + "n_ref": 2309.0 + }, + "6": { + "Dice": 0.4634853353226343, + "FN": 3432.529411764706, + "FP": 9129.35294117647, + "IoU": 0.38454259429490806, + "TN": 193205.64705882352, + "TP": 21003.29411764706, + "n_pred": 30132.647058823528, + "n_ref": 24435.823529411766 + }, + "7": { + "Dice": 0.17052376822589135, + "FN": 9508.470588235294, + "FP": 2836.176470588235, + "IoU": 0.11667970396788202, + "TN": 211120.70588235295, + "TP": 3305.470588235294, + "n_pred": 6141.64705882353, + "n_ref": 12813.941176470587 + }, + "8": { + "Dice": 0.30759566618543915, + "FN": 3173.0588235294117, + "FP": 233.35294117647058, + "IoU": 0.22346643064975408, + "TN": 222358.70588235295, + "TP": 1005.7058823529412, + "n_pred": 1239.0588235294117, + "n_ref": 4178.764705882353 + }, + "9": { + "Dice": 0.10835349884702687, + "FN": 411.94117647058823, + "FP": 1906.4705882352941, + "IoU": 0.07598380331419956, + "TN": 224340.0588235294, + "TP": 112.3529411764706, + "n_pred": 2018.8235294117646, + "n_ref": 524.2941176470588 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5525, + "IoU": 0.0, + "TN": 169707, + "TP": 0, + "n_pred": 5525, + "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": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.682814930015552, + "FN": 8155, + "FP": 3, + "IoU": 0.5183895153196765, + "TN": 158293, + "TP": 8781, + "n_pred": 8784, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9445014024567173, + "FN": 4109, + "FP": 1629, + "IoU": 0.8948390880433986, + "TN": 120668, + "TP": 48826, + "n_pred": 50455, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6375149342891279, + "FN": 1476, + "FP": 41, + "IoU": 0.46790599789547527, + "TN": 172381, + "TP": 1334, + "n_pred": 1375, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2420, + "IoU": 0.0, + "TN": 172812, + "TP": 0, + "n_pred": 2420, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 452, + "IoU": 0.0, + "TN": 174780, + "TP": 0, + "n_pred": 452, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7232354266779237, + "FN": 39278, + "FP": 4321, + "IoU": 0.5664595038035102, + "TN": 74667, + "TP": 56966, + "n_pred": 61287, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 843, + "IoU": 0.0, + "TN": 174389, + "TP": 0, + "n_pred": 843, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.698960326902188, + "FN": 1955, + "FP": 9685, + "IoU": 0.5372321393074385, + "TN": 325311, + "TP": 13513, + "n_pred": 23198, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3313, + "FP": 3628, + "IoU": 0.0, + "TN": 343523, + "TP": 0, + "n_pred": 3628, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.4489119267768749, + "FN": 307, + "FP": 23295, + "IoU": 0.2894174318831853, + "TN": 317249, + "TP": 9613, + "n_pred": 32908, + "n_ref": 9920 + }, + "7": { + "Dice": 0.27416332397630894, + "FN": 96447, + "FP": 0, + "IoU": 0.1588582093457292, + "TN": 235802, + "TP": 18215, + "n_pred": 18215, + "n_ref": 114662 + }, + "8": { + "Dice": 0.2037037037037037, + "FN": 86, + "FP": 0, + "IoU": 0.1134020618556701, + "TN": 350367, + "TP": 11, + "n_pred": 11, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 350137, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.08860759493670886, + "FN": 2414, + "FP": 34, + "IoU": 0.046357615894039736, + "TN": 172665, + "TP": 119, + "n_pred": 153, + "n_ref": 2533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12355, + "IoU": 0.0, + "TN": 162877, + "TP": 0, + "n_pred": 12355, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 807, + "IoU": 0.0, + "TN": 174425, + "TP": 0, + "n_pred": 807, + "n_ref": 0 + }, + "4": { + "Dice": 0.030530055221413246, + "FN": 27532, + "FP": 31, + "IoU": 0.015501660892238454, + "TN": 147235, + "TP": 434, + "n_pred": 465, + "n_ref": 27966 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9535522537145711, + "FN": 1825, + "FP": 1895, + "IoU": 0.9112277771149028, + "TN": 133327, + "TP": 38185, + "n_pred": 40080, + "n_ref": 40010 + }, + "7": { + "Dice": 0.5781152327371968, + "FN": 8049, + "FP": 19622, + "IoU": 0.40658374437057687, + "TN": 128602, + "TP": 18959, + "n_pred": 38581, + "n_ref": 27008 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9827871506809343, + "FN": 4672, + "FP": 165, + "IoU": 0.9661568385995354, + "TN": 32308, + "TP": 138087, + "n_pred": 138252, + "n_ref": 142759 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 243, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9444768289128534, + "FN": 536, + "FP": 226, + "IoU": 0.8947949744580975, + "TN": 167989, + "TP": 6481, + "n_pred": 6707, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5488500098289758, + "FN": 2013, + "FP": 282, + "IoU": 0.3782172852885397, + "TN": 171541, + "TP": 1396, + "n_pred": 1678, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3442840171799324, + "FN": 28043, + "FP": 659, + "IoU": 0.20793663934652426, + "TN": 138995, + "TP": 7535, + "n_pred": 8194, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19414, + "IoU": 0.0, + "TN": 155818, + "TP": 0, + "n_pred": 19414, + "n_ref": 0 + }, + "7": { + "Dice": 0.6757772910059829, + "FN": 5930, + "FP": 3987, + "IoU": 0.5103199683981829, + "TN": 154980, + "TP": 10335, + "n_pred": 14322, + "n_ref": 16265 + }, + "8": { + "Dice": 0.7771678531606484, + "FN": 5136, + "FP": 60, + "IoU": 0.6355474503752543, + "TN": 160975, + "TP": 9061, + "n_pred": 9121, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3167, + "IoU": 0.0, + "TN": 172065, + "TP": 0, + "n_pred": 3167, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 2847, + "IoU": 0.0, + "TN": 172385, + "TP": 0, + "n_pred": 2847, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8947280062819853, + "FN": 16250, + "FP": 3189, + "IoU": 0.8095093437337697, + "TN": 73185, + "TP": 82608, + "n_pred": 85797, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 0, + "IoU": 0.0, + "TN": 172959, + "TP": 0, + "n_pred": 0, + "n_ref": 2273 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 490, + "IoU": 0.0, + "TN": 174742, + "TP": 0, + "n_pred": 490, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 174907, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3377, + "IoU": 0.0, + "TN": 171855, + "TP": 0, + "n_pred": 3377, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1629, + "IoU": 0.0, + "TN": 173603, + "TP": 0, + "n_pred": 1629, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 525626, + "TP": 0, + "n_pred": 70, + "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": 0.253554011561129, + "FN": 39162, + "FP": 481, + "IoU": 0.145182853199931, + "TN": 479320, + "TP": 6733, + "n_pred": 7214, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1554, + "IoU": 0.0, + "TN": 524142, + "TP": 0, + "n_pred": 1554, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6430, + "IoU": 0.0, + "TN": 519266, + "TP": 0, + "n_pred": 6430, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 616, + "IoU": 0.0, + "TN": 525080, + "TP": 0, + "n_pred": 616, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3808, + "FP": 0, + "IoU": 0.0, + "TN": 521888, + "TP": 0, + "n_pred": 0, + "n_ref": 3808 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.900396188969689, + "FN": 1657, + "FP": 25545, + "IoU": 0.818836911929245, + "TN": 375544, + "TP": 122950, + "n_pred": 148495, + "n_ref": 124607 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1976, + "IoU": 0.0, + "TN": 523720, + "TP": 0, + "n_pred": 1976, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 26333, + "FP": 483, + "IoU": 0.0, + "TN": 148416, + "TP": 0, + "n_pred": 483, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10042518728487548, + "FN": 4141, + "FP": 302, + "IoU": 0.05286719249626945, + "TN": 170541, + "TP": 248, + "n_pred": 550, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 906, + "IoU": 0.0, + "TN": 174326, + "TP": 0, + "n_pred": 906, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6768019398694948, + "FN": 1100, + "FP": 22625, + "IoU": 0.511489519416876, + "TN": 126666, + "TP": 24841, + "n_pred": 47466, + "n_ref": 25941 + }, + "7": { + "Dice": 0.33555801279519787, + "FN": 21420, + "FP": 12230, + "IoU": 0.20160391012408949, + "TN": 133085, + "TP": 8497, + "n_pred": 20727, + "n_ref": 29917 + }, + "8": { + "Dice": 0.0, + "FN": 832, + "FP": 0, + "IoU": 0.0, + "TN": 174400, + "TP": 0, + "n_pred": 0, + "n_ref": 832 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 174881, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.004160475482912333, + "FN": 6187, + "FP": 515, + "IoU": 0.002084574151280524, + "TN": 168516, + "TP": 14, + "n_pred": 529, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17894018260943767, + "FN": 19123, + "FP": 121, + "IoU": 0.09826156225106603, + "TN": 153891, + "TP": 2097, + "n_pred": 2218, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 629, + "IoU": 0.0, + "TN": 174603, + "TP": 0, + "n_pred": 629, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8044518183909994, + "FN": 6013, + "FP": 10134, + "IoU": 0.6728727714748785, + "TN": 125872, + "TP": 33213, + "n_pred": 43347, + "n_ref": 39226 + }, + "7": { + "Dice": 0.012147589970118227, + "FN": 29797, + "FP": 617, + "IoU": 0.006110911408123918, + "TN": 144631, + "TP": 187, + "n_pred": 804, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.11473183978275628, + "FN": 44, + "FP": 7780, + "IoU": 0.060857039971191934, + "TN": 166901, + "TP": 507, + "n_pred": 8287, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 350072, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 350361, + "TP": 0, + "n_pred": 103, + "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": 15189, + "IoU": 0.0, + "TN": 335275, + "TP": 0, + "n_pred": 15189, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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": 4927, + "IoU": 0.0, + "TN": 345537, + "TP": 0, + "n_pred": 4927, + "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": 0.0054476421064216145, + "FN": 36148, + "FP": 0, + "IoU": 0.002731260518111844, + "TN": 314217, + "TP": 99, + "n_pred": 99, + "n_ref": 36247 + }, + "6": { + "Dice": 0.3961274111299978, + "FN": 2619, + "FP": 5552, + "IoU": 0.24698184499124504, + "TN": 339613, + "TP": 2680, + "n_pred": 8232, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 7072, + "IoU": 0.0, + "TN": 343391, + "TP": 0, + "n_pred": 7072, + "n_ref": 1 + }, + "8": { + "Dice": 0.5151949541284404, + "FN": 12192, + "FP": 1336, + "IoU": 0.34697818111604556, + "TN": 329748, + "TP": 7188, + "n_pred": 8524, + "n_ref": 19380 + }, + "9": { + "Dice": 0.00622771785730403, + "FN": 5483, + "FP": 16538, + "IoU": 0.003123585332729742, + "TN": 328374, + "TP": 69, + "n_pred": 16607, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 728, + "FP": 0, + "IoU": 0.0, + "TN": 349736, + "TP": 0, + "n_pred": 0, + "n_ref": 728 + }, + "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": 9839, + "IoU": 0.0, + "TN": 340625, + "TP": 0, + "n_pred": 9839, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 10503, + "FP": 0, + "IoU": 0.0, + "TN": 339961, + "TP": 0, + "n_pred": 0, + "n_ref": 10503 + }, + "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": 592, + "IoU": 0.0, + "TN": 349872, + "TP": 0, + "n_pred": 592, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.2510949483739274, + "FN": 31372, + "FP": 6417, + "IoU": 0.14357265887045598, + "TN": 131108, + "TP": 6335, + "n_pred": 12752, + "n_ref": 37707 + }, + "15": { + "Dice": 0.44753337113607455, + "FN": 15877, + "FP": 20172, + "IoU": 0.2882724580454097, + "TN": 124582, + "TP": 14601, + "n_pred": 34773, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2924, + "FP": 0, + "IoU": 0.0, + "TN": 172308, + "TP": 0, + "n_pred": 0, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15846, + "IoU": 0.0, + "TN": 159386, + "TP": 0, + "n_pred": 15846, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 175032, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "8": { + "Dice": 0.041911819934403245, + "FN": 35696, + "FP": 2571, + "IoU": 0.021404459901800326, + "TN": 136128, + "TP": 837, + "n_pred": 3408, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4206, + "IoU": 0.0, + "TN": 171026, + "TP": 0, + "n_pred": 4206, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 174623, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8062114771929554, + "FN": 23572, + "FP": 1549, + "IoU": 0.6753386062861869, + "TN": 97856, + "TP": 52255, + "n_pred": 53804, + "n_ref": 75827 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6408163265306123, + "FN": 1445, + "FP": 20731, + "IoU": 0.47147147147147145, + "TN": 133274, + "TP": 19782, + "n_pred": 40513, + "n_ref": 21227 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0341.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1754.521568627451, + "FP": 1285.3921568627452, + "IoU": NaN, + "TN": 201488.5411764706, + "TP": 1626.8392156862747, + "n_pred": 2912.23137254902, + "n_ref": 3381.3607843137256 + }, + "mean": { + "1": { + "Dice": 0.23000719928148078, + "FN": 4019.0588235294117, + "FP": 381.88235294117646, + "IoU": 0.16782358663850241, + "TN": 200204.64705882352, + "TP": 1549.7058823529412, + "n_pred": 1931.5882352941176, + "n_ref": 5568.764705882353 + }, + "10": { + "Dice": 0.25944980999732986, + "FN": 857.1764705882352, + "FP": 344.52941176470586, + "IoU": 0.18212031286477826, + "TN": 204628.88235294117, + "TP": 324.70588235294116, + "n_pred": 669.2352941176471, + "n_ref": 1181.8823529411766 + }, + "11": { + "Dice": 0.0, + "FN": 136.41176470588235, + "FP": 0.0, + "IoU": 0.0, + "TN": 206018.88235294117, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 136.41176470588235 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 206155.29411764705, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.2380252455731056, + "FN": 1841.2941176470588, + "FP": 540.4117647058823, + "IoU": 0.1571363531695189, + "TN": 202710.29411764705, + "TP": 1063.2941176470588, + "n_pred": 1603.7058823529412, + "n_ref": 2904.5882352941176 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 206155.29411764705, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 206155.29411764705, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.19373583518720822, + "FN": 2879.529411764706, + "FP": 1850.8235294117646, + "IoU": 0.16445768571243774, + "TN": 200919.41176470587, + "TP": 505.52941176470586, + "n_pred": 2356.3529411764707, + "n_ref": 3385.0588235294117 + }, + "3": { + "Dice": 0.027357474262168984, + "FN": 8908.764705882353, + "FP": 1138.7058823529412, + "IoU": 0.014539339187137434, + "TN": 195663.5294117647, + "TP": 444.29411764705884, + "n_pred": 1583.0, + "n_ref": 9353.058823529413 + }, + "4": { + "Dice": 0.08448562270419503, + "FN": 385.4117647058824, + "FP": 344.94117647058823, + "IoU": 0.05658455559734236, + "TN": 205212.5294117647, + "TP": 212.41176470588235, + "n_pred": 557.3529411764706, + "n_ref": 597.8235294117648 + }, + "5": { + "Dice": 0.0, + "FN": 0.5882352941176471, + "FP": 83.05882352941177, + "IoU": 0.0, + "TN": 206071.64705882352, + "TP": 0.0, + "n_pred": 83.05882352941177, + "n_ref": 0.5882352941176471 + }, + "6": { + "Dice": 0.45084463662802304, + "FN": 1976.2941176470588, + "FP": 10883.29411764706, + "IoU": 0.387937682556372, + "TN": 178995.41176470587, + "TP": 14300.29411764706, + "n_pred": 25183.58823529412, + "n_ref": 16276.588235294117 + }, + "7": { + "Dice": 0.166709032302808, + "FN": 3971.764705882353, + "FP": 3118.294117647059, + "IoU": 0.12718052417108824, + "TN": 194291.29411764705, + "TP": 4773.941176470588, + "n_pred": 7892.235294117647, + "n_ref": 8745.70588235294 + }, + "8": { + "Dice": 0.06523421939766487, + "FN": 888.7647058823529, + "FP": 380.11764705882354, + "IoU": 0.035012858311182476, + "TN": 204847.82352941178, + "TP": 38.588235294117645, + "n_pred": 418.70588235294116, + "n_ref": 927.3529411764706 + }, + "9": { + "Dice": 0.17191058983511814, + "FN": 452.7647058823529, + "FP": 214.8235294117647, + "IoU": 0.15073965048254276, + "TN": 204297.88235294117, + "TP": 1189.8235294117646, + "n_pred": 1404.6470588235295, + "n_ref": 1642.5882352941176 + } + }, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.051643192488262914, + "FN": 3627, + "FP": 9, + "IoU": 0.02650602409638554, + "TN": 171497, + "TP": 99, + "n_pred": 108, + "n_ref": 3726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5120469648171552, + "FN": 7210, + "FP": 4759, + "IoU": 0.3441284453942682, + "TN": 156983, + "TP": 6280, + "n_pred": 11039, + "n_ref": 13490 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 556, + "IoU": 0.0, + "TN": 174676, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "6": { + "Dice": 0.8710462287104623, + "FN": 29, + "FP": 24, + "IoU": 0.771551724137931, + "TN": 175000, + "TP": 179, + "n_pred": 203, + "n_ref": 208 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10605, + "IoU": 0.0, + "TN": 164627, + "TP": 0, + "n_pred": 10605, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2114, + "FP": 209, + "IoU": 0.0, + "TN": 172909, + "TP": 0, + "n_pred": 209, + "n_ref": 2114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8563, + "IoU": 0.0, + "TN": 166669, + "TP": 0, + "n_pred": 8563, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27813655538774024, + "FN": 55406, + "FP": 36, + "IoU": 0.16153229587284304, + "TN": 109109, + "TP": 10681, + "n_pred": 10717, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 246, + "IoU": 0.0, + "TN": 174986, + "TP": 0, + "n_pred": 246, + "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": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "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": 32501, + "IoU": 0.0, + "TN": 142731, + "TP": 0, + "n_pred": 32501, + "n_ref": 0 + }, + "7": { + "Dice": 0.7743997706586397, + "FN": 13734, + "FP": 2005, + "IoU": 0.6318534805389222, + "TN": 132480, + "TP": 27013, + "n_pred": 29018, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4642, + "IoU": 0.0, + "TN": 170590, + "TP": 0, + "n_pred": 4642, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.693000134354427, + "FN": 1142, + "FP": 1143, + "IoU": 0.5302220394736842, + "TN": 170368, + "TP": 2579, + "n_pred": 3722, + "n_ref": 3721 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3934038887521536, + "FN": 11974, + "FP": 349, + "IoU": 0.24486794533978798, + "TN": 158913, + "TP": 3996, + "n_pred": 4345, + "n_ref": 15970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5069137362251702, + "FN": 6428, + "FP": 597, + "IoU": 0.33950733358405416, + "TN": 164596, + "TP": 3611, + "n_pred": 4208, + "n_ref": 10039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8607038365538787, + "FN": 5020, + "FP": 11834, + "IoU": 0.7554697928152748, + "TN": 106308, + "TP": 52070, + "n_pred": 63904, + "n_ref": 57090 + }, + "7": { + "Dice": 0.3385598330997164, + "FN": 3090, + "FP": 17201, + "IoU": 0.20377491759535396, + "TN": 149748, + "TP": 5193, + "n_pred": 22394, + "n_ref": 8283 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7595422665190107, + "FN": 1596, + "FP": 4918, + "IoU": 0.6123080585644566, + "TN": 158430, + "TP": 10288, + "n_pred": 15206, + "n_ref": 11884 + }, + "10": { + "Dice": 0.0, + "FN": 322, + "FP": 481, + "IoU": 0.0, + "TN": 174429, + "TP": 0, + "n_pred": 481, + "n_ref": 322 + }, + "11": { + "Dice": 0.0, + "FN": 432, + "FP": 0, + "IoU": 0.0, + "TN": 174800, + "TP": 0, + "n_pred": 0, + "n_ref": 432 + }, + "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": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5750, + "IoU": 0.0, + "TN": 169482, + "TP": 0, + "n_pred": 5750, + "n_ref": 0 + }, + "3": { + "Dice": 0.1265886519897215, + "FN": 100594, + "FP": 16, + "IoU": 0.06757119952549095, + "TN": 67331, + "TP": 7291, + "n_pred": 7307, + "n_ref": 107885 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2281, + "IoU": 0.0, + "TN": 172951, + "TP": 0, + "n_pred": 2281, + "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": 2031, + "IoU": 0.0, + "TN": 173201, + "TP": 0, + "n_pred": 2031, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14975, + "IoU": 0.0, + "TN": 160257, + "TP": 0, + "n_pred": 14975, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 349341, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 797, + "IoU": 0.0, + "TN": 349667, + "TP": 0, + "n_pred": 797, + "n_ref": 0 + }, + "6": { + "Dice": 0.8288004946853311, + "FN": 1620, + "FP": 30496, + "IoU": 0.7076509944927404, + "TN": 240609, + "TP": 77739, + "n_pred": 108235, + "n_ref": 79359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 558, + "IoU": 0.0, + "TN": 349906, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "8": { + "Dice": 0.10878186968838527, + "FN": 3146, + "FP": 0, + "IoU": 0.057519472738166565, + "TN": 347126, + "TP": 192, + "n_pred": 192, + "n_ref": 3338 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3378, + "FP": 458, + "IoU": 0.0, + "TN": 346628, + "TP": 0, + "n_pred": 458, + "n_ref": 3378 + }, + "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": 24653, + "IoU": 0.0, + "TN": 325811, + "TP": 0, + "n_pred": 24653, + "n_ref": 0 + }, + "3": { + "Dice": 0.010198719321123416, + "FN": 50855, + "FP": 0, + "IoU": 0.005125496410196217, + "TN": 299347, + "TP": 262, + "n_pred": 262, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 59, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 59, + "n_ref": 10 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3097, + "IoU": 0.0, + "TN": 347367, + "TP": 0, + "n_pred": 3097, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 350166, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "8": { + "Dice": 0.042378343538511117, + "FN": 11886, + "FP": 0, + "IoU": 0.021647872252860318, + "TN": 338315, + "TP": 263, + "n_pred": 263, + "n_ref": 12149 + }, + "9": { + "Dice": 0.0, + "FN": 1496, + "FP": 693, + "IoU": 0.0, + "TN": 348275, + "TP": 0, + "n_pred": 693, + "n_ref": 1496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5473269131902669, + "FN": 3969, + "FP": 81440, + "IoU": 0.37677225396408426, + "TN": 38189, + "TP": 51634, + "n_pred": 133074, + "n_ref": 55603 + }, + "7": { + "Dice": 0.00023322255262083844, + "FN": 17146, + "FP": 1, + "IoU": 0.00011662487608606916, + "TN": 158083, + "TP": 2, + "n_pred": 3, + "n_ref": 17148 + }, + "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": 143, + "IoU": 0.0, + "TN": 175089, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.29315591314662953, + "FN": 9481, + "FP": 4224, + "IoU": 0.17175318788904334, + "TN": 158685, + "TP": 2842, + "n_pred": 7066, + "n_ref": 12323 + }, + "11": { + "Dice": 0.0, + "FN": 1887, + "FP": 0, + "IoU": 0.0, + "TN": 173345, + "TP": 0, + "n_pred": 0, + "n_ref": 1887 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5227006198693248, + "FN": 12118, + "FP": 2127, + "IoU": 0.35382172828305736, + "TN": 153187, + "TP": 7800, + "n_pred": 9927, + "n_ref": 19918 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8704700916897103, + "FN": 975, + "FP": 805, + "IoU": 0.7706481123566551, + "TN": 167471, + "TP": 5981, + "n_pred": 6786, + "n_ref": 6956 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 124, + "FP": 0, + "IoU": 0.0, + "TN": 175108, + "TP": 0, + "n_pred": 0, + "n_ref": 124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9356283092428963, + "FN": 879, + "FP": 2902, + "IoU": 0.879042835663329, + "TN": 143973, + "TP": 27478, + "n_pred": 30380, + "n_ref": 28357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 174991, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "8": { + "Dice": 0.17501088376142795, + "FN": 77, + "FP": 1818, + "IoU": 0.0958969465648855, + "TN": 173136, + "TP": 201, + "n_pred": 2019, + "n_ref": 278 + }, + "9": { + "Dice": 0.8595529491755907, + "FN": 4087, + "FP": 2523, + "IoU": 0.7536982524127138, + "TN": 148395, + "TP": 20227, + "n_pred": 22750, + "n_ref": 24314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5723715730636146, + "FN": 7944, + "FP": 89, + "IoU": 0.40092475203221717, + "TN": 161823, + "TP": 5376, + "n_pred": 5465, + "n_ref": 13320 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41972654785412555, + "FN": 21428, + "FP": 1787, + "IoU": 0.26560374553161875, + "TN": 143621, + "TP": 8396, + "n_pred": 10183, + "n_ref": 29824 + }, + "7": { + "Dice": 0.720606529019911, + "FN": 33550, + "FP": 4407, + "IoU": 0.5632407428716084, + "TN": 88326, + "TP": 48949, + "n_pred": 53356, + "n_ref": 82499 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 900, + "IoU": 0.0, + "TN": 174332, + "TP": 0, + "n_pred": 900, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1887, + "IoU": 0.0, + "TN": 173345, + "TP": 0, + "n_pred": 1887, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2339, + "IoU": 0.0, + "TN": 172893, + "TP": 0, + "n_pred": 2339, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8121, + "IoU": 0.0, + "TN": 167111, + "TP": 0, + "n_pred": 8121, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2259, + "IoU": 0.0, + "TN": 172973, + "TP": 0, + "n_pred": 2259, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 175145, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09820908424633078, + "FN": 47977, + "FP": 10, + "IoU": 0.051640316205533596, + "TN": 124632, + "TP": 2613, + "n_pred": 2623, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16996, + "IoU": 0.0, + "TN": 158236, + "TP": 0, + "n_pred": 16996, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1802, + "IoU": 0.0, + "TN": 173430, + "TP": 0, + "n_pred": 1802, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.946903309299316, + "FN": 652, + "FP": 2220, + "IoU": 0.8991608440714862, + "TN": 146751, + "TP": 25609, + "n_pred": 27829, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 174771, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.11574767604086128, + "FN": 2069.0823529411764, + "FP": 2810.3647058823535, + "IoU": 0.0853441183345013, + "TN": 302389.60784313723, + "TP": 1963.8862745098038, + "n_pred": 4774.250980392157, + "n_ref": 4032.9686274509804 + }, + "mean": { + "1": { + "Dice": 0.04336734693877551, + "FN": 61.05882352941177, + "FP": 2874.9411764705883, + "IoU": 0.02556390977443609, + "TN": 306292.9411764706, + "TP": 4.0, + "n_pred": 2878.9411764705883, + "n_ref": 65.05882352941177 + }, + "10": { + "Dice": 0.13604490069199066, + "FN": 1514.4117647058824, + "FP": 2484.5882352941176, + "IoU": 0.08916018187982748, + "TN": 304659.23529411765, + "TP": 574.7058823529412, + "n_pred": 3059.294117647059, + "n_ref": 2089.1176470588234 + }, + "11": { + "Dice": 0.0, + "FN": 179.88235294117646, + "FP": 0.0, + "IoU": 0.0, + "TN": 309053.0588235294, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 179.88235294117646 + }, + "12": { + "Dice": 0.0, + "FN": 465.3529411764706, + "FP": 0.0, + "IoU": 0.0, + "TN": 308767.5882352941, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 465.3529411764706 + }, + "13": { + "Dice": 0.05404949737190521, + "FN": 1628.5882352941176, + "FP": 2570.4117647058824, + "IoU": 0.029617910809887887, + "TN": 304775.4705882353, + "TP": 258.47058823529414, + "n_pred": 2828.8823529411766, + "n_ref": 1887.0588235294117 + }, + "14": { + "Dice": 0.1819518529617421, + "FN": 196.11764705882354, + "FP": 2208.764705882353, + "IoU": 0.12512639584981974, + "TN": 305488.70588235295, + "TP": 1339.3529411764705, + "n_pred": 3548.1176470588234, + "n_ref": 1535.4705882352941 + }, + "15": { + "Dice": 0.3593678213727832, + "FN": 352.2352941176471, + "FP": 189.11764705882354, + "IoU": 0.28047905909351695, + "TN": 308001.4117647059, + "TP": 690.1764705882352, + "n_pred": 879.2941176470588, + "n_ref": 1042.4117647058824 + }, + "2": { + "Dice": 0.13612750719474964, + "FN": 593.8823529411765, + "FP": 925.1764705882352, + "IoU": 0.11289750976835977, + "TN": 306566.0588235294, + "TP": 1147.8235294117646, + "n_pred": 2073.0, + "n_ref": 1741.7058823529412 + }, + "3": { + "Dice": 0.023190347242106685, + "FN": 6597.823529411765, + "FP": 11790.764705882353, + "IoU": 0.012234024732979963, + "TN": 290550.1176470588, + "TP": 294.2352941176471, + "n_pred": 12085.0, + "n_ref": 6892.058823529412 + }, + "4": { + "Dice": 0.04873683110288869, + "FN": 1085.9411764705883, + "FP": 276.94117647058823, + "IoU": 0.029086869547458205, + "TN": 307721.1176470588, + "TP": 148.94117647058823, + "n_pred": 425.88235294117646, + "n_ref": 1234.8823529411766 + }, + "5": { + "Dice": 0.0, + "FN": 659.4117647058823, + "FP": 230.64705882352942, + "IoU": 0.0, + "TN": 308342.8823529412, + "TP": 0.0, + "n_pred": 230.64705882352942, + "n_ref": 659.4117647058823 + }, + "6": { + "Dice": 0.4832648001293018, + "FN": 6311.35294117647, + "FP": 6252.941176470588, + "IoU": 0.40972966708961006, + "TN": 273210.4705882353, + "TP": 23458.176470588234, + "n_pred": 29711.117647058825, + "n_ref": 29769.529411764706 + }, + "7": { + "Dice": 0.008027793659333994, + "FN": 5005.64705882353, + "FP": 9989.058823529413, + "IoU": 0.004102695435675303, + "TN": 294139.9411764706, + "TP": 98.29411764705883, + "n_pred": 10087.35294117647, + "n_ref": 5103.941176470588 + }, + "8": { + "Dice": 0.1338019767491392, + "FN": 4185.35294117647, + "FP": 734.4705882352941, + "IoU": 0.08628200064546943, + "TN": 303383.76470588235, + "TP": 929.3529411764706, + "n_pred": 1663.8235294117646, + "n_ref": 5114.705882352941 + }, + "9": { + "Dice": 0.12828446519820244, + "FN": 2199.176470588235, + "FP": 1627.6470588235295, + "IoU": 0.07588155039047847, + "TN": 304891.35294117645, + "TP": 514.7647058823529, + "n_pred": 2142.4117647058824, + "n_ref": 2713.9411764705883 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "10": { + "Dice": 0.15113812281405883, + "FN": 6538, + "FP": 8267, + "IoU": 0.08174657321838368, + "TN": 159109, + "TP": 1318, + "n_pred": 9585, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2297931641484524, + "FN": 9680, + "FP": 11322, + "IoU": 0.12981147710793453, + "TN": 151097, + "TP": 3133, + "n_pred": 14455, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3211788211788212, + "FN": 7615, + "FP": 539, + "IoU": 0.19131210949122285, + "TN": 165149, + "TP": 1929, + "n_pred": 2468, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1266, + "IoU": 0.0, + "TN": 173966, + "TP": 0, + "n_pred": 1266, + "n_ref": 0 + }, + "4": { + "Dice": 0.009310302584834007, + "FN": 6817, + "FP": 1270, + "IoU": 0.004676923076923077, + "TN": 167107, + "TP": 38, + "n_pred": 1308, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7656877070941983, + "FN": 10534, + "FP": 851, + "IoU": 0.6203354787074399, + "TN": 145245, + "TP": 18602, + "n_pred": 19453, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 11358, + "IoU": 0.0, + "TN": 161935, + "TP": 0, + "n_pred": 11358, + "n_ref": 1939 + }, + "8": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "9": { + "Dice": 0.27773984294981224, + "FN": 6946, + "FP": 1516, + "IoU": 0.16126474378035485, + "TN": 165143, + "TP": 1627, + "n_pred": 3143, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 1944, + "IoU": 0.0, + "TN": 173288, + "TP": 0, + "n_pred": 1944, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3623, + "IoU": 0.0, + "TN": 171609, + "TP": 0, + "n_pred": 3623, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2063, + "IoU": 0.0, + "TN": 173169, + "TP": 0, + "n_pred": 2063, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3336, + "FP": 0, + "IoU": 0.0, + "TN": 171896, + "TP": 0, + "n_pred": 0, + "n_ref": 3336 + }, + "6": { + "Dice": 0.8811139963251484, + "FN": 15080, + "FP": 578, + "IoU": 0.7874921961944573, + "TN": 101550, + "TP": 58024, + "n_pred": 58602, + "n_ref": 73104 + }, + "7": { + "Dice": 0.00044667783361250696, + "FN": 8678, + "FP": 273, + "IoU": 0.00022338880822070814, + "TN": 166279, + "TP": 2, + "n_pred": 275, + "n_ref": 8680 + }, + "8": { + "Dice": 0.2566591833019841, + "FN": 402, + "FP": 11849, + "IoU": 0.14722260893776973, + "TN": 160866, + "TP": 2115, + "n_pred": 13964, + "n_ref": 2517 + }, + "9": { + "Dice": 0.37122212726283893, + "FN": 15451, + "FP": 735, + "IoU": 0.22791452012974622, + "TN": 154268, + "TP": 4778, + "n_pred": 5513, + "n_ref": 20229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5458555588852263, + "FN": 3334, + "FP": 34553, + "IoU": 0.37537918754945926, + "TN": 114576, + "TP": 22769, + "n_pred": 57322, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7187356427455664, + "FN": 5988, + "FP": 3195, + "IoU": 0.5609581181870339, + "TN": 154316, + "TP": 11733, + "n_pred": 14928, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5009683666881859, + "FN": 420, + "FP": 353, + "IoU": 0.3341946597760551, + "TN": 524535, + "TP": 388, + "n_pred": 741, + "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": 0.03674392312040701, + "FN": 1451, + "FP": 1957, + "IoU": 0.018715807659084364, + "TN": 522223, + "TP": 65, + "n_pred": 2022, + "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": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 525477, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": 0.33184751513538685, + "FN": 8957, + "FP": 1086, + "IoU": 0.19893116375528436, + "TN": 513159, + "TP": 2494, + "n_pred": 3580, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8676720992459256, + "FN": 819, + "FP": 1357, + "IoU": 0.7662728249194415, + "TN": 516386, + "TP": 7134, + "n_pred": 8491, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0010988462114779481, + "FN": 16188, + "FP": 3811, + "IoU": 0.0005497251374312844, + "TN": 505686, + "TP": 11, + "n_pred": 3822, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 726, + "FP": 0, + "IoU": 0.0, + "TN": 349738, + "TP": 0, + "n_pred": 0, + "n_ref": 726 + }, + "10": { + "Dice": 0.0, + "FN": 602, + "FP": 3045, + "IoU": 0.0, + "TN": 346817, + "TP": 0, + "n_pred": 3045, + "n_ref": 602 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 349830, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 350085, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.16323357947920716, + "FN": 0, + "FP": 2153, + "IoU": 0.08887008040626322, + "TN": 348101, + "TP": 210, + "n_pred": 2363, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1280, + "IoU": 0.0, + "TN": 349184, + "TP": 0, + "n_pred": 1280, + "n_ref": 0 + }, + "3": { + "Dice": 0.07884761182714177, + "FN": 163, + "FP": 2267, + "IoU": 0.04104183109707971, + "TN": 347930, + "TP": 104, + "n_pred": 2371, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 83, + "IoU": 0.0, + "TN": 350166, + "TP": 0, + "n_pred": 83, + "n_ref": 215 + }, + "6": { + "Dice": 0.4608096689114793, + "FN": 19389, + "FP": 1668, + "IoU": 0.2993844618199967, + "TN": 320409, + "TP": 8998, + "n_pred": 10666, + "n_ref": 28387 + }, + "7": { + "Dice": 0.038141421677196745, + "FN": 58291, + "FP": 24223, + "IoU": 0.01944147355912062, + "TN": 266314, + "TP": 1636, + "n_pred": 25859, + "n_ref": 59927 + }, + "8": { + "Dice": 0.5342487249901923, + "FN": 23740, + "FP": 4, + "IoU": 0.36448798244205344, + "TN": 313102, + "TP": 13618, + "n_pred": 13622, + "n_ref": 37358 + }, + "9": { + "Dice": 0.0015323322096230463, + "FN": 6765, + "FP": 6267, + "IoU": 0.0007667535654040791, + "TN": 337422, + "TP": 10, + "n_pred": 6277, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.031768196893000526, + "FN": 3497, + "FP": 7597, + "IoU": 0.01614047534586733, + "TN": 339188, + "TP": 182, + "n_pred": 7779, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05667480959908033, + "FN": 16555, + "FP": 16268, + "IoU": 0.029163832115708836, + "TN": 316655, + "TP": 986, + "n_pred": 17254, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 761, + "IoU": 0.0, + "TN": 349703, + "TP": 0, + "n_pred": 761, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2687, + "FP": 28, + "IoU": 0.0, + "TN": 347749, + "TP": 0, + "n_pred": 28, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0017889087656529517, + "FN": 513, + "FP": 2835, + "IoU": 0.0008952551477170994, + "TN": 347113, + "TP": 3, + "n_pred": 2838, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24083, + "IoU": 0.0, + "TN": 326381, + "TP": 0, + "n_pred": 24083, + "n_ref": 0 + }, + "8": { + "Dice": 0.0011422859998572142, + "FN": 13358, + "FP": 633, + "IoU": 0.0005714693906707622, + "TN": 336465, + "TP": 8, + "n_pred": 641, + "n_ref": 13366 + }, + "9": { + "Dice": 0.24749695396514276, + "FN": 5169, + "FP": 9036, + "IoU": 0.14122483525784416, + "TN": 333923, + "TP": 2336, + "n_pred": 11372, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2324, + "IoU": 0.0, + "TN": 172908, + "TP": 0, + "n_pred": 2324, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.978109609437636, + "FN": 5738, + "FP": 378, + "IoU": 0.9571570674026647, + "TN": 32478, + "TP": 136638, + "n_pred": 137016, + "n_ref": 142376 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29434, + "IoU": 0.0, + "TN": 496262, + "TP": 0, + "n_pred": 29434, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8189, + "IoU": 0.0, + "TN": 517507, + "TP": 0, + "n_pred": 8189, + "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": 1781, + "IoU": 0.0, + "TN": 523915, + "TP": 0, + "n_pred": 1781, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "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": 0.0, + "FN": 0, + "FP": 149818, + "IoU": 0.0, + "TN": 375878, + "TP": 0, + "n_pred": 149818, + "n_ref": 0 + }, + "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": 0.7443552567201631, + "FN": 28765, + "FP": 24008, + "IoU": 0.5928072097652815, + "TN": 396094, + "TP": 76829, + "n_pred": 100837, + "n_ref": 105594 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12443, + "IoU": 0.0, + "TN": 513253, + "TP": 0, + "n_pred": 12443, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16664, + "IoU": 0.0, + "TN": 333800, + "TP": 0, + "n_pred": 16664, + "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": 45, + "IoU": 0.0, + "TN": 350419, + "TP": 0, + "n_pred": 45, + "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": 82, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25115, + "IoU": 0.0, + "TN": 325349, + "TP": 0, + "n_pred": 25115, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7659, + "FP": 3838, + "IoU": 0.0, + "TN": 338967, + "TP": 0, + "n_pred": 3838, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0107324147933285, + "FN": 0, + "FP": 6821, + "IoU": 0.005395158938466025, + "TN": 343606, + "TP": 37, + "n_pred": 6858, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 350330, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 22904, + "FP": 0, + "IoU": 0.0, + "TN": 327560, + "TP": 0, + "n_pred": 0, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 4, + "IoU": 0.0, + "TN": 347405, + "TP": 0, + "n_pred": 4, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 401, + "IoU": 0.0, + "TN": 350063, + "TP": 0, + "n_pred": 401, + "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": 0.9039687435739255, + "FN": 2481, + "FP": 1255, + "IoU": 0.824765478424015, + "TN": 329144, + "TP": 17584, + "n_pred": 18839, + "n_ref": 20065 + }, + "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": 0.8637275780162176, + "FN": 26455, + "FP": 165, + "IoU": 0.760141284172208, + "TN": 239482, + "TP": 84362, + "n_pred": 84527, + "n_ref": 110817 + }, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5405294198326704, + "FN": 9471, + "FP": 3929, + "IoU": 0.37035992857814115, + "TN": 329182, + "TP": 7882, + "n_pred": 11811, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 344370, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1781, + "IoU": 0.0, + "TN": 348683, + "TP": 0, + "n_pred": 1781, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1215, + "IoU": 0.0, + "TN": 349249, + "TP": 0, + "n_pred": 1215, + "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": 8171, + "IoU": 0.0, + "TN": 342293, + "TP": 0, + "n_pred": 8171, + "n_ref": 0 + }, + "3": { + "Dice": 0.003639624432957063, + "FN": 16598, + "FP": 21180, + "IoU": 0.0018231299706713874, + "TN": 312617, + "TP": 69, + "n_pred": 21249, + "n_ref": 16667 + }, + "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": 0.22518036224187163, + "FN": 0, + "FP": 56169, + "IoU": 0.12687506800764795, + "TN": 286133, + "TP": 8162, + "n_pred": 64331, + "n_ref": 8162 + }, + "7": { + "Dice": 0.04861878453038674, + "FN": 0, + "FP": 861, + "IoU": 0.02491506228765572, + "TN": 349581, + "TP": 22, + "n_pred": 883, + "n_ref": 22 + }, + "8": { + "Dice": 0.010761666202801744, + "FN": 10663, + "FP": 0, + "IoU": 0.005409943102322545, + "TN": 339743, + "TP": 58, + "n_pred": 58, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4217, + "IoU": 0.0, + "TN": 346247, + "TP": 0, + "n_pred": 4217, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 8872, + "IoU": 0.0, + "TN": 692056, + "TP": 0, + "n_pred": 8872, + "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": 12, + "FP": 0, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5193, + "IoU": 0.0, + "TN": 695735, + "TP": 0, + "n_pred": 5193, + "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": 0.0017957190058899583, + "FN": 27794, + "FP": 0, + "IoU": 0.0008986663790934254, + "TN": 673109, + "TP": 25, + "n_pred": 25, + "n_ref": 27819 + }, + "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": 11084, + "IoU": 0.0, + "TN": 689844, + "TP": 0, + "n_pred": 11084, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 77259, + "IoU": 0.0, + "TN": 623669, + "TP": 0, + "n_pred": 77259, + "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": 5895, + "IoU": 0.0, + "TN": 695033, + "TP": 0, + "n_pred": 5895, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30357142857142855, + "FN": 312, + "FP": 0, + "IoU": 0.17894736842105263, + "TN": 174852, + "TP": 68, + "n_pred": 68, + "n_ref": 380 + }, + "10": { + "Dice": 0.0, + "FN": 5217, + "FP": 42, + "IoU": 0.0, + "TN": 169973, + "TP": 0, + "n_pred": 42, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1355, + "IoU": 0.0, + "TN": 173877, + "TP": 0, + "n_pred": 1355, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4174, + "IoU": 0.0, + "TN": 171058, + "TP": 0, + "n_pred": 4174, + "n_ref": 0 + }, + "3": { + "Dice": 0.1244301699129714, + "FN": 67608, + "FP": 0, + "IoU": 0.06634259514997515, + "TN": 102820, + "TP": 4804, + "n_pred": 4804, + "n_ref": 72412 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "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": 386, + "IoU": 0.0, + "TN": 174846, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15362, + "IoU": 0.0, + "TN": 159870, + "TP": 0, + "n_pred": 15362, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 2136.7629629629632, + "FP": 1632.1111111111109, + "IoU": NaN, + "TN": 227649.85925925925, + "TP": 2223.9333333333334, + "n_pred": 3856.0444444444443, + "n_ref": 4360.696296296296 + }, + "mean": { + "1": { + "Dice": 0.23586750846144744, + "FN": 2550.222222222222, + "FP": 1000.5, + "IoU": 0.2037055187435488, + "TN": 224542.66666666666, + "TP": 5549.277777777777, + "n_pred": 6549.777777777777, + "n_ref": 8099.5 + }, + "10": { + "Dice": 0.19827289099003936, + "FN": 2996.722222222222, + "FP": 1098.0555555555557, + "IoU": 0.13503120672004476, + "TN": 227868.66666666666, + "TP": 1679.2222222222222, + "n_pred": 2777.277777777778, + "n_ref": 4675.944444444444 + }, + "11": { + "Dice": 0.0, + "FN": 120.55555555555556, + "FP": 0.0, + "IoU": 0.0, + "TN": 233522.11111111112, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 120.55555555555556 + }, + "12": { + "Dice": 0.0, + "FN": 30.333333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 233612.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 30.333333333333332 + }, + "13": { + "Dice": 0.15419188237644504, + "FN": 2139.9444444444443, + "FP": 175.22222222222223, + "IoU": 0.09997809170423269, + "TN": 230952.22222222222, + "TP": 375.27777777777777, + "n_pred": 550.5, + "n_ref": 2515.222222222222 + }, + "14": { + "Dice": 0.36088968169909136, + "FN": 181.22222222222223, + "FP": 108.77777777777777, + "IoU": 0.2823375490623637, + "TN": 232993.0, + "TP": 359.6666666666667, + "n_pred": 468.44444444444446, + "n_ref": 540.8888888888889 + }, + "15": { + "Dice": 0.4531609969182898, + "FN": 888.7222222222222, + "FP": 1142.0555555555557, + "IoU": 0.29295938104448743, + "TN": 230770.44444444444, + "TP": 841.4444444444445, + "n_pred": 1983.5, + "n_ref": 1730.1666666666667 + }, + "2": { + "Dice": 0.07872184360550408, + "FN": 2001.3333333333333, + "FP": 203.83333333333334, + "IoU": 0.0574517536726839, + "TN": 230495.44444444444, + "TP": 942.0555555555555, + "n_pred": 1145.888888888889, + "n_ref": 2943.3888888888887 + }, + "3": { + "Dice": 0.1787060633734146, + "FN": 278.3888888888889, + "FP": 3672.6111111111113, + "IoU": 0.14990046589400385, + "TN": 228886.16666666666, + "TP": 805.5, + "n_pred": 4478.111111111111, + "n_ref": 1083.888888888889 + }, + "4": { + "Dice": 0.0, + "FN": 55.22222222222222, + "FP": 109.5, + "IoU": 0.0, + "TN": 233477.94444444444, + "TP": 0.0, + "n_pred": 109.5, + "n_ref": 55.22222222222222 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 233642.66666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.46306266030407245, + "FN": 12285.055555555555, + "FP": 8307.777777777777, + "IoU": 0.37677800196414674, + "TN": 196417.0, + "TP": 16632.833333333332, + "n_pred": 24940.61111111111, + "n_ref": 28917.88888888889 + }, + "7": { + "Dice": 0.19063507649004952, + "FN": 7303.444444444444, + "FP": 6953.444444444444, + "IoU": 0.12401765222685573, + "TN": 214289.33333333334, + "TP": 5096.444444444444, + "n_pred": 12049.888888888889, + "n_ref": 12399.888888888889 + }, + "8": { + "Dice": 0.20143868264837544, + "FN": 377.3333333333333, + "FP": 868.4444444444445, + "IoU": 0.14161069345631233, + "TN": 232080.88888888888, + "TP": 316.0, + "n_pred": 1184.4444444444443, + "n_ref": 693.3333333333334 + }, + "9": { + "Dice": 0.2774952587356931, + "FN": 842.9444444444445, + "FP": 841.4444444444445, + "IoU": 0.1867121590011382, + "TN": 231197.0, + "TP": 761.2777777777778, + "n_pred": 1602.7222222222222, + "n_ref": 1604.2222222222222 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 350223, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3489, + "IoU": 0.0, + "TN": 346975, + "TP": 0, + "n_pred": 3489, + "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": 229, + "IoU": 0.0, + "TN": 350235, + "TP": 0, + "n_pred": 229, + "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": 2618, + "IoU": 0.0, + "TN": 347846, + "TP": 0, + "n_pred": 2618, + "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": 994, + "FP": 160, + "IoU": 0.0, + "TN": 349310, + "TP": 0, + "n_pred": 160, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6023784718973085, + "FN": 188085, + "FP": 3130, + "IoU": 0.43100257100007144, + "TN": 14408, + "TP": 144841, + "n_pred": 147971, + "n_ref": 332926 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45160, + "IoU": 0.0, + "TN": 305304, + "TP": 0, + "n_pred": 45160, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 35, + "FP": 30, + "IoU": 0.0, + "TN": 175167, + "TP": 0, + "n_pred": 30, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.27802690582959644, + "FN": 322, + "FP": 0, + "IoU": 0.16145833333333334, + "TN": 174848, + "TP": 62, + "n_pred": 62, + "n_ref": 384 + }, + "7": { + "Dice": 0.060466242292191795, + "FN": 65971, + "FP": 4, + "IoU": 0.031175658609650797, + "TN": 107134, + "TP": 2123, + "n_pred": 2127, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 175132, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7217793633981827, + "FN": 3262, + "FP": 1729, + "IoU": 0.5646750981247274, + "TN": 163767, + "TP": 6474, + "n_pred": 8203, + "n_ref": 9736 + }, + "15": { + "Dice": 0.4531609969182898, + "FN": 15997, + "FP": 20557, + "IoU": 0.29295938104448743, + "TN": 123532, + "TP": 15146, + "n_pred": 35703, + "n_ref": 31143 + }, + "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": 8466, + "IoU": 0.0, + "TN": 166766, + "TP": 0, + "n_pred": 8466, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0072.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": 0.0, + "FN": 0, + "FP": 986, + "IoU": 0.0, + "TN": 174246, + "TP": 0, + "n_pred": 986, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 565, + "FP": 0, + "IoU": 0.0, + "TN": 174667, + "TP": 0, + "n_pred": 0, + "n_ref": 565 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2633, + "FP": 0, + "IoU": 0.0, + "TN": 172599, + "TP": 0, + "n_pred": 0, + "n_ref": 2633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11437, + "IoU": 0.0, + "TN": 163795, + "TP": 0, + "n_pred": 11437, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 325, + "IoU": 0.0, + "TN": 174907, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 939, + "FP": 712, + "IoU": 0.0, + "TN": 173581, + "TP": 0, + "n_pred": 712, + "n_ref": 939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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": 323, + "IoU": 0.0, + "TN": 350141, + "TP": 0, + "n_pred": 323, + "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": 0.0, + "FN": 0, + "FP": 3269, + "IoU": 0.0, + "TN": 347195, + "TP": 0, + "n_pred": 3269, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.3603787723959398, + "FN": 18264, + "FP": 514, + "IoU": 0.21979391723450226, + "TN": 151164, + "TP": 5290, + "n_pred": 5804, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.5425825983941029, + "FN": 3900, + "FP": 3050, + "IoU": 0.37229046242774566, + "TN": 164160, + "TP": 4122, + "n_pred": 7172, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 782, + "IoU": 0.0, + "TN": 174450, + "TP": 0, + "n_pred": 782, + "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": 904, + "IoU": 0.0, + "TN": 174328, + "TP": 0, + "n_pred": 904, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9151383837602208, + "FN": 8163, + "FP": 4997, + "IoU": 0.8435531039729903, + "TN": 91114, + "TP": 70958, + "n_pred": 75955, + "n_ref": 79121 + }, + "7": { + "Dice": 0.23337872239654253, + "FN": 5437, + "FP": 7512, + "IoU": 0.13210455764075066, + "TN": 160312, + "TP": 1971, + "n_pred": 9483, + "n_ref": 7408 + }, + "8": { + "Dice": 0.049273531269740996, + "FN": 2970, + "FP": 40, + "IoU": 0.025259067357512953, + "TN": 172144, + "TP": 78, + "n_pred": 118, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5863013698630137, + "FN": 2452, + "FP": 4947, + "IoU": 0.41472868217054265, + "TN": 162590, + "TP": 5243, + "n_pred": 10190, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7355120233976054, + "FN": 38786, + "FP": 733, + "IoU": 0.5816678663674472, + "TN": 80764, + "TP": 54949, + "n_pred": 55682, + "n_ref": 93735 + }, + "10": { + "Dice": 0.6229045733195898, + "FN": 1772, + "FP": 5179, + "IoU": 0.45233217774976364, + "TN": 162540, + "TP": 5741, + "n_pred": 10920, + "n_ref": 7513 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 438, + "FP": 0, + "IoU": 0.0, + "TN": 174794, + "TP": 0, + "n_pred": 0, + "n_ref": 438 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.7622007242068853, + "FN": 4894, + "FP": 3906, + "IoU": 0.6157708597127014, + "TN": 152329, + "TP": 14103, + "n_pred": 18009, + "n_ref": 18997 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 397, + "IoU": 0.0, + "TN": 174835, + "TP": 0, + "n_pred": 397, + "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": 42297, + "IoU": 0.0, + "TN": 132935, + "TP": 0, + "n_pred": 42297, + "n_ref": 0 + }, + "7": { + "Dice": 0.162348623853211, + "FN": 10697, + "FP": 716, + "IoU": 0.08834571451393881, + "TN": 162713, + "TP": 1106, + "n_pred": 1822, + "n_ref": 11803 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15822, + "IoU": 0.0, + "TN": 685106, + "TP": 0, + "n_pred": 15822, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3295, + "IoU": 0.0, + "TN": 697633, + "TP": 0, + "n_pred": 3295, + "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": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "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": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34296, + "IoU": 0.0, + "TN": 666632, + "TP": 0, + "n_pred": 34296, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 459, + "IoU": 0.0, + "TN": 700469, + "TP": 0, + "n_pred": 459, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5351667388479862, + "FN": 22153, + "FP": 85177, + "IoU": 0.3653431097182391, + "TN": 531813, + "TP": 61785, + "n_pred": 146962, + "n_ref": 83938 + }, + "7": { + "Dice": 0.6280361281554497, + "FN": 21032, + "FP": 70929, + "IoU": 0.45776433406448264, + "TN": 531332, + "TP": 77635, + "n_pred": 148564, + "n_ref": 98667 + }, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6001981599433829, + "FN": 11165, + "FP": 2958, + "IoU": 0.4287736612198673, + "TN": 150508, + "TP": 10601, + "n_pred": 13559, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.009975684269592867, + "FN": 15789, + "FP": 90, + "IoU": 0.005012845416379473, + "TN": 159273, + "TP": 80, + "n_pred": 170, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 267, + "FP": 0, + "IoU": 0.0, + "TN": 174965, + "TP": 0, + "n_pred": 0, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6927787162162162, + "FN": 619, + "FP": 2291, + "IoU": 0.5299628492973671, + "TN": 169041, + "TP": 3281, + "n_pred": 5572, + "n_ref": 3900 + }, + "9": { + "Dice": 0.26570497906002793, + "FN": 4941, + "FP": 1371, + "IoU": 0.15320633217064664, + "TN": 167778, + "TP": 1142, + "n_pred": 2513, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.39924740424148103, + "FN": 22705, + "FP": 3158, + "IoU": 0.24941231099631425, + "TN": 140775, + "TP": 8594, + "n_pred": 11752, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21840112921852944, + "FN": 18265, + "FP": 8, + "IoU": 0.12258715067703832, + "TN": 154406, + "TP": 2553, + "n_pred": 2561, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13448, + "FP": 0, + "IoU": 0.0, + "TN": 161784, + "TP": 0, + "n_pred": 0, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6836, + "IoU": 0.0, + "TN": 168396, + "TP": 0, + "n_pred": 6836, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5950, + "FP": 122, + "IoU": 0.0, + "TN": 169160, + "TP": 0, + "n_pred": 122, + "n_ref": 5950 + }, + "8": { + "Dice": 0.26514116575591984, + "FN": 3203, + "FP": 9707, + "IoU": 0.15283155062668155, + "TN": 159993, + "TP": 2329, + "n_pred": 12036, + "n_ref": 5532 + }, + "9": { + "Dice": 0.5354699447554239, + "FN": 6841, + "FP": 5856, + "IoU": 0.36562578066450163, + "TN": 155217, + "TP": 7318, + "n_pred": 13174, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9155605358325268, + "FN": 7118, + "FP": 1171, + "IoU": 0.8442707648373946, + "TN": 122005, + "TP": 44938, + "n_pred": 46109, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8461538461538461, + "FN": 117, + "FP": 27, + "IoU": 0.7333333333333333, + "TN": 174692, + "TP": 396, + "n_pred": 423, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12084, + "IoU": 0.0, + "TN": 163148, + "TP": 0, + "n_pred": 12084, + "n_ref": 0 + }, + "7": { + "Dice": 0.4408508952230009, + "FN": 22375, + "FP": 204, + "IoU": 0.2827509529860229, + "TN": 143752, + "TP": 8901, + "n_pred": 9105, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6297747488440326, + "FN": 19676, + "FP": 261, + "IoU": 0.4596140293814712, + "TN": 138338, + "TP": 16957, + "n_pred": 17218, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 799, + "IoU": 0.0, + "TN": 174433, + "TP": 0, + "n_pred": 799, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9107281217933951, + "FN": 2408, + "FP": 1855, + "IoU": 0.8360888957243925, + "TN": 149224, + "TP": 21745, + "n_pred": 23600, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 515, + "IoU": 0.0, + "TN": 174717, + "TP": 0, + "n_pred": 515, + "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": 2260, + "IoU": 0.0, + "TN": 172972, + "TP": 0, + "n_pred": 2260, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0350.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1326.2470588235294, + "FP": 2180.6431372549023, + "IoU": NaN, + "TN": 241513.0039215686, + "TP": 2366.4588235294123, + "n_pred": 4547.101960784314, + "n_ref": 3692.705882352941 + }, + "mean": { + "1": { + "Dice": 0.145198182415127, + "FN": 8168.64705882353, + "FP": 57.11764705882353, + "IoU": 0.10923711604685564, + "TN": 237967.76470588235, + "TP": 1192.8235294117646, + "n_pred": 1249.9411764705883, + "n_ref": 9361.470588235294 + }, + "10": { + "Dice": 0.3095870018501996, + "FN": 379.0, + "FP": 656.5882352941177, + "IoU": 0.2487327106378275, + "TN": 245142.76470588235, + "TP": 1208.0, + "n_pred": 1864.5882352941176, + "n_ref": 1587.0 + }, + "11": { + "Dice": 0.0, + "FN": 115.70588235294117, + "FP": 0.0, + "IoU": 0.0, + "TN": 247270.64705882352, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 115.70588235294117 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 247386.35294117648, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.33734027886952783, + "FN": 1069.9411764705883, + "FP": 126.47058823529412, + "IoU": 0.23494445049857404, + "TN": 245350.11764705883, + "TP": 839.8235294117648, + "n_pred": 966.2941176470588, + "n_ref": 1909.764705882353 + }, + "14": { + "Dice": 0.49407360029951797, + "FN": 40.529411764705884, + "FP": 638.7647058823529, + "IoU": 0.48828604377239343, + "TN": 237391.88235294117, + "TP": 9315.176470588236, + "n_pred": 9953.941176470587, + "n_ref": 9355.70588235294 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 247386.35294117648, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.44465834635151513, + "FN": 160.76470588235293, + "FP": 2276.823529411765, + "IoU": 0.4024051076402013, + "TN": 244166.9411764706, + "TP": 781.8235294117648, + "n_pred": 3058.6470588235293, + "n_ref": 942.5882352941177 + }, + "3": { + "Dice": 0.27951105361018613, + "FN": 410.5882352941176, + "FP": 1194.235294117647, + "IoU": 0.24065349451566173, + "TN": 244618.70588235295, + "TP": 1162.8235294117646, + "n_pred": 2357.0588235294117, + "n_ref": 1573.4117647058824 + }, + "4": { + "Dice": 0.032652709571810115, + "FN": 6.176470588235294, + "FP": 621.4117647058823, + "IoU": 0.01809933142311366, + "TN": 246736.4705882353, + "TP": 22.294117647058822, + "n_pred": 643.7058823529412, + "n_ref": 28.470588235294116 + }, + "5": { + "Dice": 0.0, + "FN": 1.0588235294117647, + "FP": 0.35294117647058826, + "IoU": 0.0, + "TN": 247384.9411764706, + "TP": 0.0, + "n_pred": 0.35294117647058826, + "n_ref": 1.0588235294117647 + }, + "6": { + "Dice": 0.3938750604071773, + "FN": 1169.6470588235295, + "FP": 21811.764705882353, + "IoU": 0.35991234562344876, + "TN": 210298.64705882352, + "TP": 14106.29411764706, + "n_pred": 35918.05882352941, + "n_ref": 15275.941176470587 + }, + "7": { + "Dice": 0.25780123830699553, + "FN": 6974.823529411765, + "FP": 4510.058823529412, + "IoU": 0.1771951859865979, + "TN": 230146.17647058822, + "TP": 5755.294117647059, + "n_pred": 10265.35294117647, + "n_ref": 12730.117647058823 + }, + "8": { + "Dice": 0.0, + "FN": 1149.7058823529412, + "FP": 132.8235294117647, + "IoU": 0.0, + "TN": 246103.82352941178, + "TP": 0.0, + "n_pred": 132.8235294117647, + "n_ref": 1149.7058823529412 + }, + "9": { + "Dice": 0.26428583349582746, + "FN": 247.11764705882354, + "FP": 683.2352941176471, + "IoU": 0.19862056517757773, + "TN": 245343.4705882353, + "TP": 1112.5294117647059, + "n_pred": 1795.764705882353, + "n_ref": 1359.6470588235295 + } + }, + "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": 1277, + "IoU": 0.0, + "TN": 173955, + "TP": 0, + "n_pred": 1277, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 463, + "IoU": 0.0, + "TN": 174769, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 6, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 6, + "n_ref": 18 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28794, + "IoU": 0.0, + "TN": 146438, + "TP": 0, + "n_pred": 28794, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 174848, + "TP": 0, + "n_pred": 384, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 19545, + "FP": 1873, + "IoU": 0.0, + "TN": 153814, + "TP": 0, + "n_pred": 1873, + "n_ref": 19545 + }, + "9": { + "Dice": 0.4378132649492948, + "FN": 1245, + "FP": 3578, + "IoU": 0.2802566781077451, + "TN": 168531, + "TP": 1878, + "n_pred": 5456, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9881472005990359, + "FN": 689, + "FP": 3110, + "IoU": 0.9765720875447869, + "TN": 13075, + "TP": 158358, + "n_pred": 161468, + "n_ref": 159047 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 174654, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.005181580202045645, + "FN": 3450, + "FP": 107137, + "IoU": 0.002597519729425028, + "TN": 64357, + "TP": 288, + "n_pred": 107425, + "n_ref": 3738 + }, + "7": { + "Dice": 0.4351063829787234, + "FN": 993, + "FP": 69, + "IoU": 0.2780421481985044, + "TN": 173761, + "TP": 409, + "n_pred": 478, + "n_ref": 1402 + }, + "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": 149, + "IoU": 0.0, + "TN": 175083, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0069.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": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "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": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "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": 2017, + "IoU": 0.0, + "TN": 348447, + "TP": 0, + "n_pred": 2017, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03422998269624036, + "FN": 122787, + "FP": 1, + "IoU": 0.017413014948305112, + "TN": 50268, + "TP": 2176, + "n_pred": 2177, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 231, + "IoU": 0.0, + "TN": 174279, + "TP": 0, + "n_pred": 231, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 374, + "IoU": 0.0, + "TN": 174858, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 835, + "IoU": 0.0, + "TN": 174397, + "TP": 0, + "n_pred": 835, + "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": 149290, + "IoU": 0.0, + "TN": 25942, + "TP": 0, + "n_pred": 149290, + "n_ref": 0 + }, + "7": { + "Dice": 0.16021436346889217, + "FN": 30017, + "FP": 70, + "IoU": 0.0870831689777589, + "TN": 142275, + "TP": 2870, + "n_pred": 2940, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 350182, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "10": { + "Dice": 0.2442315476993658, + "FN": 414, + "FP": 5187, + "IoU": 0.13910236704580387, + "TN": 343958, + "TP": 905, + "n_pred": 6092, + "n_ref": 1319 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21593533487297922, + "FN": 6780, + "FP": 10, + "IoU": 0.12103559870550162, + "TN": 342739, + "TP": 935, + "n_pred": 945, + "n_ref": 7715 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7749, + "IoU": 0.0, + "TN": 342715, + "TP": 0, + "n_pred": 7749, + "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": 457, + "IoU": 0.0, + "TN": 350007, + "TP": 0, + "n_pred": 457, + "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": 1175, + "IoU": 0.0, + "TN": 349289, + "TP": 0, + "n_pred": 1175, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31179905938291386, + "FN": 6943, + "FP": 46321, + "IoU": 0.18469309658656055, + "TN": 285134, + "TP": 12066, + "n_pred": 58387, + "n_ref": 19009 + }, + "7": { + "Dice": 0.4974073808572882, + "FN": 75806, + "FP": 71427, + "IoU": 0.3310327593257304, + "TN": 130374, + "TP": 72857, + "n_pred": 144284, + "n_ref": 148663 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 350103, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "9": { + "Dice": 0.08061420345489444, + "FN": 478, + "FP": 1, + "IoU": 0.042, + "TN": 349964, + "TP": 21, + "n_pred": 22, + "n_ref": 499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.782272111476679, + "FN": 3694, + "FP": 806, + "IoU": 0.6424030514939606, + "TN": 162648, + "TP": 8084, + "n_pred": 8890, + "n_ref": 11778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4239775210739931, + "FN": 3688, + "FP": 2, + "IoU": 0.2690174326465927, + "TN": 170184, + "TP": 1358, + "n_pred": 1360, + "n_ref": 5046 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4468, + "IoU": 0.0, + "TN": 170764, + "TP": 0, + "n_pred": 4468, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9599936614656729, + "FN": 4083, + "FP": 2986, + "IoU": 0.92306520248577, + "TN": 83349, + "TP": 84814, + "n_pred": 87800, + "n_ref": 88897 + }, + "7": { + "Dice": 0.7469115366520883, + "FN": 10634, + "FP": 3891, + "IoU": 0.5960565103732132, + "TN": 139274, + "TP": 21433, + "n_pred": 25324, + "n_ref": 32067 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 174775, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 38091, + "IoU": 0.0, + "TN": 137141, + "TP": 0, + "n_pred": 38091, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19295, + "IoU": 0.0, + "TN": 155937, + "TP": 0, + "n_pred": 19295, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6917609293793947, + "FN": 15901, + "FP": 231, + "IoU": 0.528772565285973, + "TN": 316230, + "TP": 18102, + "n_pred": 18333, + "n_ref": 34003 + }, + "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": 0.8385331608305584, + "FN": 6980, + "FP": 633, + "IoU": 0.7219604835469852, + "TN": 323083, + "TP": 19768, + "n_pred": 20401, + "n_ref": 26748 + }, + "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": 28596, + "IoU": 0.0, + "TN": 321868, + "TP": 0, + "n_pred": 28596, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8310183519251529, + "FN": 1613, + "FP": 3083, + "IoU": 0.7108908452872006, + "TN": 334221, + "TP": 11547, + "n_pred": 14630, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 348497, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.709448259531139, + "FN": 7721, + "FP": 2095, + "IoU": 0.5497247706422018, + "TN": 328664, + "TP": 11984, + "n_pred": 14079, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9423635865094598, + "FN": 895, + "FP": 156, + "IoU": 0.8910090220885617, + "TN": 340821, + "TP": 8592, + "n_pred": 8748, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.1959162574308607, + "FN": 105, + "FP": 3006, + "IoU": 0.10859598853868195, + "TN": 346974, + "TP": 379, + "n_pred": 3385, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8947368421052632, + "FN": 4351, + "FP": 4245, + "IoU": 0.8095238095238095, + "TN": 305335, + "TP": 36533, + "n_pred": 40778, + "n_ref": 40884 + }, + "7": { + "Dice": 0.22277024249897245, + "FN": 1122, + "FP": 769, + "IoU": 0.1253469010175763, + "TN": 348302, + "TP": 271, + "n_pred": 1040, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "9": { + "Dice": 0.8030016990749481, + "FN": 2478, + "FP": 5870, + "IoU": 0.6708461477801435, + "TN": 325102, + "TP": 17014, + "n_pred": 22884, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 0, + "IoU": 0.0, + "TN": 350285, + "TP": 0, + "n_pred": 0, + "n_ref": 179 + }, + "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": 0.8362697988966008, + "FN": 1838, + "FP": 2, + "IoU": 0.7186114084722435, + "TN": 343925, + "TP": 4699, + "n_pred": 4701, + "n_ref": 6537 + }, + "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": 617, + "IoU": 0.0, + "TN": 349847, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792893401015228, + "FN": 1057, + "FP": 3431, + "IoU": 0.959419136662025, + "TN": 239870, + "TP": 106106, + "n_pred": 109537, + "n_ref": 107163 + }, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2664488/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1944.8780827886712, + "FP": 1859.6104575163401, + "IoU": NaN, + "TN": 238590.16479302832, + "TP": 2242.962352941177, + "n_pred": 4102.5728104575155, + "n_ref": 4187.840435729848 + }, + "mean": { + "1": { + "Dice": 0.15449996814218747, + "FN": 2974.6679738562093, + "FP": 971.8058823529412, + "IoU": 0.12363590060212101, + "TN": 238955.7333333333, + "TP": 1735.4084967320262, + "n_pred": 2707.2143790849673, + "n_ref": 4710.076470588235 + }, + "10": { + "Dice": 0.22240328111304777, + "FN": 1578.732679738562, + "FP": 1080.4581699346404, + "IoU": 0.16159334904540423, + "TN": 241045.5333333333, + "TP": 932.8915032679739, + "n_pred": 2013.3496732026142, + "n_ref": 2511.624183006536 + }, + "11": { + "Dice": 0.0, + "FN": 152.0875816993464, + "FP": 0.0, + "IoU": 0.0, + "TN": 244485.52810457518, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 152.0875816993464 + }, + "12": { + "Dice": NaN, + "FN": 145.5137254901961, + "FP": 0.0, + "IoU": NaN, + "TN": 244492.10196078435, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 145.5137254901961 + }, + "13": { + "Dice": 0.16898714633256415, + "FN": 1688.0359477124184, + "FP": 909.2562091503266, + "IoU": 0.11091824025782189, + "TN": 241503.9620915033, + "TP": 536.3614379084968, + "n_pred": 1445.6176470588236, + "n_ref": 2224.397385620915 + }, + "14": { + "Dice": NaN, + "FN": 1159.5267973856212, + "FP": 711.9437908496733, + "IoU": NaN, + "TN": 237813.1529411765, + "TP": 4952.992156862745, + "n_pred": 5664.935947712418, + "n_ref": 6112.518954248366 + }, + "15": { + "Dice": NaN, + "FN": 461.7209150326797, + "FP": 521.8346405228758, + "IoU": NaN, + "TN": 243175.95947712418, + "TP": 478.1006535947712, + "n_pred": 999.935294117647, + "n_ref": 939.821568627451 + }, + "2": { + "Dice": 0.20042923461196555, + "FN": 1500.3607843137256, + "FP": 1483.8843137254903, + "IoU": 0.1713169737908538, + "TN": 240259.85359477127, + "TP": 1393.5169934640523, + "n_pred": 2877.4013071895424, + "n_ref": 2893.8777777777773 + }, + "3": { + "Dice": 0.11322912160357301, + "FN": 3692.595424836602, + "FP": 3598.2398692810457, + "IoU": 0.0903966861775074, + "TN": 236716.76274509804, + "TP": 630.0176470588235, + "n_pred": 4228.25751633987, + "n_ref": 4322.613071895425 + }, + "4": { + "Dice": 0.03470153543684943, + "FN": 853.6444444444445, + "FP": 270.92352941176466, + "IoU": 0.021529234358194767, + "TN": 243431.21241830065, + "TP": 81.83529411764707, + "n_pred": 352.75882352941176, + "n_ref": 935.4797385620916 + }, + "5": { + "Dice": NaN, + "FN": 592.8470588235293, + "FP": 62.81176470588237, + "IoU": NaN, + "TN": 243980.79215686274, + "TP": 1.164705882352941, + "n_pred": 63.9764705882353, + "n_ref": 594.0117647058823 + }, + "6": { + "Dice": 0.4509064985582418, + "FN": 5034.975816993463, + "FP": 11277.026143790848, + "IoU": 0.3837800583056971, + "TN": 210425.43529411763, + "TP": 17900.178431372547, + "n_pred": 29177.2045751634, + "n_ref": 22935.154248366012 + }, + "7": { + "Dice": 0.1587393817970157, + "FN": 6552.830065359477, + "FP": 5481.406535947713, + "IoU": 0.10983515235761984, + "TN": 228797.49019607846, + "TP": 3805.888888888889, + "n_pred": 9287.2954248366, + "n_ref": 10358.718954248365 + }, + "8": { + "Dice": 0.14161410899612373, + "FN": 1954.8431372549016, + "FP": 469.8418300653595, + "IoU": 0.09727439661254365, + "TN": 241755.00130718952, + "TP": 457.92941176470583, + "n_pred": 927.7712418300655, + "n_ref": 2412.772549019608 + }, + "9": { + "Dice": 0.19006592922237361, + "FN": 830.7888888888889, + "FP": 1054.724183006536, + "IoU": 0.13758754567318734, + "TN": 242013.95294117648, + "TP": 738.1496732026143, + "n_pred": 1792.8738562091505, + "n_ref": 1568.9385620915032 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_003/summary.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5fc5955078f739dfbdb646b4f5791868c3f2fff --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.46813428470835355, + "FN": 49975.87066666666, + "FP": 36294.00800000001, + "IoU": 0.3672815747921991, + "TN": 96234076.30133335, + "TP": 136614.66, + "n_pred": 172908.668, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7871799992520225, + "FN": 52881.36, + "FP": 22423.12, + "IoU": 0.6839201854545937, + "TN": 96240249.58, + "TP": 141406.78, + "n_pred": 163829.9, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.48228478250435913, + "FN": 38646.82, + "FP": 29611.76, + "IoU": 0.3381249135973161, + "TN": 96353126.52, + "TP": 35575.74, + "n_pred": 65187.5, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.26974368139932325, + "FN": 46347.44, + "FP": 12591.46, + "IoU": 0.16455024223411724, + "TN": 96386511.24, + "TP": 11510.7, + "n_pred": 24102.16, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6168804684779552, + "FN": 45351.92, + "FP": 41997.04, + "IoU": 0.5198536387592869, + "TN": 96276605.66, + "TP": 93006.22, + "n_pred": 135003.26, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.34048798036896366, + "FN": 40173.76, + "FP": 3178.54, + "IoU": 0.23902088205570501, + "TN": 96399735.26, + "TP": 13873.28, + "n_pred": 17051.82, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.590614183445063, + "FN": 65489.66, + "FP": 48706.36, + "IoU": 0.4519174345486859, + "TN": 96251412.78, + "TP": 91352.04, + "n_pred": 140058.4, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6166802524249549, + "FN": 62025.94, + "FP": 51173.62, + "IoU": 0.47321730351436864, + "TN": 96242384.64, + "TP": 101376.64, + "n_pred": 152550.26, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3974283532401888, + "FN": 18480.52, + "FP": 2270.06, + "IoU": 0.28254120194576826, + "TN": 96428113.28, + "TP": 8096.98, + "n_pred": 10367.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.15180055092118314, + "FN": 15446.84, + "FP": 458.04, + "IoU": 0.09762097019636423, + "TN": 96439350.64, + "TP": 1705.32, + "n_pred": 2163.36, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8933092361276609, + "FN": 128462.5, + "FP": 183790.06, + "IoU": 0.8155540891271293, + "TN": 94913947.16, + "TP": 1230761.12, + "n_pred": 1414551.18, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5609048516076104, + "FN": 140536.42, + "FP": 125474.36, + "IoU": 0.417860619465538, + "TN": 95992561.82, + "TP": 198388.24, + "n_pred": 323862.6, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7717670765280937, + "FN": 42907.36, + "FP": 15046.62, + "IoU": 0.6386668549987433, + "TN": 96309545.04, + "TP": 89461.82, + "n_pred": 104508.44, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.542932854327925, + "FN": 44950.48, + "FP": 7689.08, + "IoU": 0.3863752859853711, + "TN": 96371616.26, + "TP": 32705.02, + "n_pred": 40394.1, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8406454339772755, + "FN": 8161, + "FP": 23886, + "IoU": 0.725097790282734, + "TN": 119476744, + "TP": 84529, + "n_pred": 108415, + "n_ref": 92690 + }, + "10": { + "Dice": 0.46326684063868373, + "FN": 49150, + "FP": 11525, + "IoU": 0.30146212295648167, + "TN": 119506460, + "TP": 26185, + "n_pred": 37710, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.19025814206399175, + "FN": 46109, + "FP": 10479, + "IoU": 0.10512998924663167, + "TN": 119530084, + "TP": 6648, + "n_pred": 17127, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2422107810656339, + "FN": 213307, + "FP": 554, + "IoU": 0.13779284709259432, + "TN": 119345281, + "TP": 34178, + "n_pred": 34732, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 39162, + "IoU": 0.0, + "TN": 119521295, + "TP": 0, + "n_pred": 39162, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6880018977666098, + "FN": 62491, + "FP": 8531, + "IoU": 0.5243924488880257, + "TN": 119443991, + "TP": 78307, + "n_pred": 86838, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8019294346646064, + "FN": 10527, + "FP": 68437, + "IoU": 0.6693507526746645, + "TN": 119354505, + "TP": 159851, + "n_pred": 228288, + "n_ref": 170378 + }, + "4": { + "Dice": 0.1413840021005896, + "FN": 71781, + "FP": 159, + "IoU": 0.07606950669766127, + "TN": 119515457, + "TP": 5923, + "n_pred": 6082, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1941, + "IoU": 0.0, + "TN": 119527115, + "TP": 0, + "n_pred": 1941, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8907044119968605, + "FN": 180446, + "FP": 65333, + "IoU": 0.8029459610492381, + "TN": 118346053, + "TP": 1001488, + "n_pred": 1066821, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 197915, + "IoU": 0.0, + "TN": 119395405, + "TP": 0, + "n_pred": 197915, + "n_ref": 0 + }, + "8": { + "Dice": 0.6950335472734943, + "FN": 124230, + "FP": 18175, + "IoU": 0.5326064480978341, + "TN": 119288641, + "TP": 162274, + "n_pred": 180449, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5263818259588423, + "FN": 48845, + "FP": 982, + "IoU": 0.3572036740801899, + "TN": 119515804, + "TP": 27689, + "n_pred": 28671, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8680237365883595, + "FN": 21662, + "FP": 29090, + "IoU": 0.7668215002779654, + "TN": 72608007, + "TP": 166901, + "n_pred": 195991, + "n_ref": 188563 + }, + "10": { + "Dice": 0.38063266919489924, + "FN": 35229, + "FP": 72889, + "IoU": 0.23505023347955284, + "TN": 72684320, + "TP": 33222, + "n_pred": 106111, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.35827516635546813, + "FN": 35888, + "FP": 15321, + "IoU": 0.218230947728383, + "TN": 72760156, + "TP": 14295, + "n_pred": 29616, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8130923951845196, + "FN": 10834, + "FP": 19534, + "IoU": 0.6850511294103006, + "TN": 72729238, + "TP": 66054, + "n_pred": 85588, + "n_ref": 76888 + }, + "15": { + "Dice": 0.20087807132403912, + "FN": 37265, + "FP": 4235, + "IoU": 0.11165339498244713, + "TN": 72778944, + "TP": 5216, + "n_pred": 9451, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9145290383052262, + "FN": 10954, + "FP": 12390, + "IoU": 0.842518197702266, + "TN": 72677427, + "TP": 124889, + "n_pred": 137279, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9093947344396858, + "FN": 12591, + "FP": 10236, + "IoU": 0.8338440709549216, + "TN": 72688277, + "TP": 114556, + "n_pred": 124792, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5858156763197431, + "FN": 15702, + "FP": 288, + "IoU": 0.414242801670452, + "TN": 72798362, + "TP": 11308, + "n_pred": 11596, + "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": 0.9142083154623039, + "FN": 101541, + "FP": 106085, + "IoU": 0.8419739518004798, + "TN": 71511788, + "TP": 1106246, + "n_pred": 1212331, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.570969024684104, + "FN": 94578, + "FP": 122283, + "IoU": 0.3995497890155165, + "TN": 72464496, + "TP": 144303, + "n_pred": 266586, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8719852947968336, + "FN": 10993, + "FP": 2866, + "IoU": 0.7730265312807075, + "TN": 72764600, + "TP": 47201, + "n_pred": 50067, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5269992387185971, + "FN": 47872, + "FP": 6183, + "IoU": 0.3577725501378196, + "TN": 72741492, + "TP": 30113, + "n_pred": 36296, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8599067952018036, + "FN": 55593, + "FP": 11023, + "IoU": 0.754242540507039, + "TN": 71538424, + "TP": 204448, + "n_pred": 215471, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7438064938495641, + "FN": 28957, + "FP": 15655, + "IoU": 0.5921113986084316, + "TN": 71700115, + "TP": 64761, + "n_pred": 80416, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.42717314527250505, + "FN": 44851, + "FP": 6240, + "IoU": 0.2715957856317988, + "TN": 71739347, + "TP": 19050, + "n_pred": 25290, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7868446837814584, + "FN": 179676, + "FP": 5887, + "IoU": 0.6485935257111908, + "TN": 71281430, + "TP": 342495, + "n_pred": 348382, + "n_ref": 522171 + }, + "15": { + "Dice": 0.09715149376741149, + "FN": 171439, + "FP": 2, + "IoU": 0.05105582154816926, + "TN": 71628823, + "TP": 9224, + "n_pred": 9226, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5184683655119177, + "FN": 86762, + "FP": 24897, + "IoU": 0.3499542996198427, + "TN": 71637717, + "TP": 60112, + "n_pred": 85009, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6941270597107643, + "FN": 41411, + "FP": 85132, + "IoU": 0.5315425707167369, + "TN": 71539361, + "TP": 143584, + "n_pred": 228716, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6483814771300085, + "FN": 5973, + "FP": 2706, + "IoU": 0.4797074515916312, + "TN": 71792807, + "TP": 8002, + "n_pred": 10708, + "n_ref": 13975 + }, + "5": { + "Dice": 0.35061767251554016, + "FN": 8115, + "FP": 138, + "IoU": 0.21257513596030914, + "TN": 71799007, + "TP": 2228, + "n_pred": 2366, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9345292289048198, + "FN": 46746, + "FP": 121595, + "IoU": 0.8771045196708984, + "TN": 70439698, + "TP": 1201449, + "n_pred": 1323044, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8265306555616401, + "FN": 40435, + "FP": 41293, + "IoU": 0.7043478890002279, + "TN": 71533055, + "TP": 194705, + "n_pred": 235998, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8173534867398606, + "FN": 16020, + "FP": 13126, + "IoU": 0.6911223916660485, + "TN": 71715127, + "TP": 65215, + "n_pred": 78341, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6213140550525668, + "FN": 47290, + "FP": 2525, + "IoU": 0.4506566976544149, + "TN": 71718807, + "TP": 40866, + "n_pred": 43391, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8699368756702578, + "FN": 46682, + "FP": 3407, + "IoU": 0.7698126387286823, + "TN": 135227909, + "TP": 167512, + "n_pred": 170919, + "n_ref": 214194 + }, + "10": { + "Dice": 0.4851038344220511, + "FN": 50306, + "FP": 23630, + "IoU": 0.3202224980462465, + "TN": 135336745, + "TP": 34829, + "n_pred": 58459, + "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": 0.29722783183403706, + "FN": 30859, + "FP": 15077, + "IoU": 0.17455525606469002, + "TN": 135389860, + "TP": 9714, + "n_pred": 24791, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8804215043711958, + "FN": 18692, + "FP": 15079, + "IoU": 0.7863865801358685, + "TN": 135287416, + "TP": 124323, + "n_pred": 139402, + "n_ref": 143015 + }, + "15": { + "Dice": 0.35373211963589074, + "FN": 37698, + "FP": 12000, + "IoU": 0.2148691132561336, + "TN": 135382211, + "TP": 13601, + "n_pred": 25601, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2142760395503183, + "FN": 184227, + "FP": 1405, + "IoU": 0.11999393203883495, + "TN": 135234566, + "TP": 25312, + "n_pred": 26717, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6688736719378623, + "FN": 23203, + "FP": 178443, + "IoU": 0.5024869975426096, + "TN": 135040202, + "TP": 203662, + "n_pred": 382105, + "n_ref": 226865 + }, + "4": { + "Dice": 0.479626687847498, + "FN": 24764, + "FP": 1442, + "IoU": 0.3154663950056161, + "TN": 135407227, + "TP": 12077, + "n_pred": 13519, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9138119300994806, + "FN": 176523, + "FP": 103760, + "IoU": 0.8413017555819534, + "TN": 133679372, + "TP": 1485855, + "n_pred": 1589615, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3087151847918115, + "FN": 107266, + "FP": 303427, + "IoU": 0.1825329370995448, + "TN": 134943113, + "TP": 91704, + "n_pred": 395131, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5754847184439307, + "FN": 159951, + "FP": 31367, + "IoU": 0.40398634250894094, + "TN": 135124514, + "TP": 129678, + "n_pred": 161045, + "n_ref": 289629 + }, + "9": { + "Dice": 0.12064911978897873, + "FN": 91722, + "FP": 288, + "IoU": 0.0641972295111979, + "TN": 135347188, + "TP": 6312, + "n_pred": 6600, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.694499451387705, + "FN": 97341, + "FP": 42431, + "IoU": 0.5319794404728022, + "TN": 105455360, + "TP": 158873, + "n_pred": 201304, + "n_ref": 256214 + }, + "10": { + "Dice": 0.15525411938611364, + "FN": 49772, + "FP": 66808, + "IoU": 0.08416016591642903, + "TN": 105626712, + "TP": 10713, + "n_pred": 77521, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.34184251429173584, + "FN": 61438, + "FP": 13511, + "IoU": 0.20615805026850115, + "TN": 105659592, + "TP": 19464, + "n_pred": 32975, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9186035198477903, + "FN": 26952, + "FP": 3166, + "IoU": 0.8494604307556969, + "TN": 105553938, + "TP": 169949, + "n_pred": 173115, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6904493305804474, + "FN": 11713, + "FP": 2830, + "IoU": 0.5272414017294064, + "TN": 105723243, + "TP": 16219, + "n_pred": 19049, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7841102132073818, + "FN": 14186, + "FP": 62193, + "IoU": 0.6448859277581213, + "TN": 105538922, + "TP": 138704, + "n_pred": 200897, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9094876478533258, + "FN": 24329, + "FP": 4956, + "IoU": 0.8340003174315255, + "TN": 105577589, + "TP": 147131, + "n_pred": 152087, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2710060834822415, + "FN": 34105, + "FP": 2204, + "IoU": 0.15674206883738215, + "TN": 105710947, + "TP": 6749, + "n_pred": 8953, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0001565067689177557, + "FN": 12364, + "FP": 413, + "IoU": 7.825950853028643e-05, + "TN": 105741227, + "TP": 1, + "n_pred": 414, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9237486434339298, + "FN": 105339, + "FP": 130950, + "IoU": 0.8583019550203201, + "TN": 104086452, + "TP": 1431264, + "n_pred": 1562214, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.656533289261864, + "FN": 53865, + "FP": 170585, + "IoU": 0.4886859376672962, + "TN": 105315038, + "TP": 214517, + "n_pred": 385102, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8262851110442645, + "FN": 15876, + "FP": 14731, + "IoU": 0.7039913345390187, + "TN": 105650606, + "TP": 72792, + "n_pred": 87523, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6367405715420712, + "FN": 36338, + "FP": 7555, + "IoU": 0.46707219348728785, + "TN": 105671643, + "TP": 38469, + "n_pred": 46024, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9318763926444583, + "FN": 18217, + "FP": 16147, + "IoU": 0.8724424647364514, + "TN": 96868480, + "TP": 235036, + "n_pred": 251183, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5146108347369658, + "FN": 60024, + "FP": 39108, + "IoU": 0.3464484909217969, + "TN": 96986198, + "TP": 52550, + "n_pred": 91658, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.3768363799484131, + "FN": 36456, + "FP": 7998, + "IoU": 0.23216167199240004, + "TN": 97079985, + "TP": 13441, + "n_pred": 21439, + "n_ref": 49897 + }, + "14": { + "Dice": 0.840782104665159, + "FN": 71326, + "FP": 1823, + "IoU": 0.7253011776722946, + "TN": 96871592, + "TP": 193139, + "n_pred": 194962, + "n_ref": 264465 + }, + "15": { + "Dice": 0.014906832298136646, + "FN": 22204, + "FP": 0, + "IoU": 0.007509386733416771, + "TN": 97115508, + "TP": 168, + "n_pred": 168, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6343298175750665, + "FN": 13119, + "FP": 130864, + "IoU": 0.4644824392729491, + "TN": 96869013, + "TP": 124884, + "n_pred": 255748, + "n_ref": 138003 + }, + "3": { + "Dice": 0.2488593396553527, + "FN": 135855, + "FP": 622, + "IoU": 0.14211270704340448, + "TN": 96978795, + "TP": 22608, + "n_pred": 23230, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7665939682329874, + "FN": 10097, + "FP": 498, + "IoU": 0.6215260412945631, + "TN": 97109886, + "TP": 17399, + "n_pred": 17897, + "n_ref": 27496 + }, + "5": { + "Dice": 0.07168742175660539, + "FN": 14089, + "FP": 0, + "IoU": 0.037176245472562014, + "TN": 97123247, + "TP": 544, + "n_pred": 544, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9324002679007928, + "FN": 77558, + "FP": 128748, + "IoU": 0.8733612793883214, + "TN": 95508789, + "TP": 1422785, + "n_pred": 1551533, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7799586048687338, + "FN": 71673, + "FP": 31344, + "IoU": 0.6392886405176579, + "TN": 96852286, + "TP": 182577, + "n_pred": 213921, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8778030244312364, + "FN": 20465, + "FP": 9490, + "IoU": 0.782218312419118, + "TN": 97000334, + "TP": 107591, + "n_pred": 117081, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7628531140580193, + "FN": 20431, + "FP": 9505, + "IoU": 0.6166229109303963, + "TN": 97059795, + "TP": 48149, + "n_pred": 57654, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478043094132629, + "FN": 6422, + "FP": 11981, + "IoU": 0.9007871044261146, + "TN": 130581302, + "TP": 167087, + "n_pred": 179068, + "n_ref": 173509 + }, + "10": { + "Dice": 0.38264587008671463, + "FN": 56751, + "FP": 9388, + "IoU": 0.23658756175262016, + "TN": 130680156, + "TP": 20497, + "n_pred": 29885, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.11690370608643706, + "FN": 56279, + "FP": 20591, + "IoU": 0.06208057785695112, + "TN": 130684834, + "TP": 5088, + "n_pred": 25679, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9256838522006906, + "FN": 18294, + "FP": 4367, + "IoU": 0.861649388866503, + "TN": 130602998, + "TP": 141133, + "n_pred": 145500, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5150927445422447, + "FN": 18432, + "FP": 1070, + "IoU": 0.3468854655056932, + "TN": 130736932, + "TP": 10358, + "n_pred": 11428, + "n_ref": 28790 + }, + "2": { + "Dice": 0.48658072459144563, + "FN": 112186, + "FP": 2077, + "IoU": 0.3215108545912308, + "TN": 130598384, + "TP": 54145, + "n_pred": 56222, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6842724679864388, + "FN": 19823, + "FP": 115118, + "IoU": 0.5200715583865931, + "TN": 130485623, + "TP": 146228, + "n_pred": 261346, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5649128599391553, + "FN": 17959, + "FP": 490, + "IoU": 0.3936435942943535, + "TN": 130736366, + "TP": 11977, + "n_pred": 12467, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3076275644397685, + "FN": 25461, + "FP": 863, + "IoU": 0.18177297028471964, + "TN": 130734620, + "TP": 5848, + "n_pred": 6711, + "n_ref": 31309 + }, + "6": { + "Dice": 0.922649703852164, + "FN": 133510, + "FP": 68297, + "IoU": 0.8564064140987218, + "TN": 129361388, + "TP": 1203597, + "n_pred": 1271894, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7952850141208951, + "FN": 68774, + "FP": 125200, + "IoU": 0.6601437048951122, + "TN": 130196039, + "TP": 376779, + "n_pred": 501979, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8262041808200226, + "FN": 43904, + "FP": 34480, + "IoU": 0.7038738486879387, + "TN": 130502094, + "TP": 186314, + "n_pred": 220794, + "n_ref": 230218 + }, + "9": { + "Dice": 0.23999478874042227, + "FN": 87292, + "FP": 6045, + "IoU": 0.13636027166571052, + "TN": 130658718, + "TP": 14737, + "n_pred": 20782, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6819132896813259, + "FN": 74882, + "FP": 42631, + "IoU": 0.5173508573775542, + "TN": 71992533, + "TP": 125962, + "n_pred": 168593, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3397220035328442, + "FN": 36988, + "FP": 62815, + "IoU": 0.2046175425174134, + "TN": 72110530, + "TP": 25675, + "n_pred": 88490, + "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": 0.21159533211736997, + "FN": 58489, + "FP": 30555, + "IoU": 0.11831513075163626, + "TN": 72135015, + "TP": 11949, + "n_pred": 42504, + "n_ref": 70438 + }, + "14": { + "Dice": 0.0926911603395168, + "FN": 50945, + "FP": 397369, + "IoU": 0.048597876973095026, + "TN": 71764794, + "TP": 22900, + "n_pred": 420269, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3112820512820513, + "FN": 22853, + "FP": 1321, + "IoU": 0.18433039781354388, + "TN": 72206371, + "TP": 5463, + "n_pred": 6784, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5937613249257084, + "FN": 61758, + "FP": 27920, + "IoU": 0.42223367586895594, + "TN": 72080793, + "TP": 65537, + "n_pred": 93457, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8368425491243359, + "FN": 19401, + "FP": 38639, + "IoU": 0.7194576697198927, + "TN": 72029123, + "TP": 148845, + "n_pred": 187484, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2022, + "IoU": 0.0, + "TN": 72233986, + "TP": 0, + "n_pred": 2022, + "n_ref": 0 + }, + "5": { + "Dice": 0.6270669449349815, + "FN": 4321, + "FP": 325, + "IoU": 0.4567352666043031, + "TN": 72227456, + "TP": 3906, + "n_pred": 4231, + "n_ref": 8227 + }, + "6": { + "Dice": 0.600771254119186, + "FN": 386131, + "FP": 1109940, + "IoU": 0.42935885636125976, + "TN": 69614271, + "TP": 1125666, + "n_pred": 2235606, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.43041849680051725, + "FN": 146214, + "FP": 364712, + "IoU": 0.2742250057885743, + "TN": 71532035, + "TP": 193047, + "n_pred": 557759, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7992851349702499, + "FN": 11898, + "FP": 16067, + "IoU": 0.6656743896898836, + "TN": 72152362, + "TP": 55681, + "n_pred": 71748, + "n_ref": 67579 + }, + "9": { + "Dice": 0.202191848294545, + "FN": 43052, + "FP": 8780, + "IoU": 0.11246575342465753, + "TN": 72177608, + "TP": 6568, + "n_pred": 15348, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5619325098281814, + "FN": 32674, + "FP": 55134, + "IoU": 0.390755311324813, + "TN": 52408994, + "TP": 56318, + "n_pred": 111452, + "n_ref": 88992 + }, + "10": { + "Dice": 0.31769083595715514, + "FN": 36640, + "FP": 8651, + "IoU": 0.18884212411569803, + "TN": 52497285, + "TP": 10544, + "n_pred": 19195, + "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": 0.2007848618428126, + "FN": 17880, + "FP": 11854, + "IoU": 0.11159580507335146, + "TN": 52519651, + "TP": 3735, + "n_pred": 15589, + "n_ref": 21615 + }, + "14": { + "Dice": 0.06270524387293028, + "FN": 54023, + "FP": 207, + "IoU": 0.032367425594176005, + "TN": 52497076, + "TP": 1814, + "n_pred": 2021, + "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": 0.534078059882045, + "FN": 60684, + "FP": 69113, + "IoU": 0.36432912644657645, + "TN": 52348931, + "TP": 74392, + "n_pred": 143505, + "n_ref": 135076 + }, + "3": { + "Dice": 0.39024288456723144, + "FN": 105689, + "FP": 11199, + "IoU": 0.24242345682212946, + "TN": 52398828, + "TP": 37404, + "n_pred": 48603, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 294, + "IoU": 0.0, + "TN": 52550946, + "TP": 0, + "n_pred": 294, + "n_ref": 1880 + }, + "5": { + "Dice": 0.43563421828908555, + "FN": 4436, + "FP": 347, + "IoU": 0.2784733745662996, + "TN": 52546491, + "TP": 1846, + "n_pred": 2193, + "n_ref": 6282 + }, + "6": { + "Dice": 0.883720321212722, + "FN": 64170, + "FP": 122319, + "IoU": 0.7916656891692165, + "TN": 51657977, + "TP": 708654, + "n_pred": 830973, + "n_ref": 772824 + }, + "7": { + "Dice": 0.48771357369525076, + "FN": 125056, + "FP": 17813, + "IoU": 0.3225007943018916, + "TN": 52342243, + "TP": 68008, + "n_pred": 85821, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6564809042504267, + "FN": 27414, + "FP": 6199, + "IoU": 0.48862789247082805, + "TN": 52487389, + "TP": 32118, + "n_pred": 38317, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5026550946412768, + "FN": 42877, + "FP": 26805, + "IoU": 0.33569760236426904, + "TN": 52448225, + "TP": 35213, + "n_pred": 62018, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8690353723193796, + "FN": 56609, + "FP": 14556, + "IoU": 0.7684019031626085, + "TN": 143829972, + "TP": 236113, + "n_pred": 250669, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6759337941530852, + "FN": 44985, + "FP": 6117, + "IoU": 0.510498486532051, + "TN": 144032854, + "TP": 53294, + "n_pred": 59411, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.26953178845476405, + "FN": 86703, + "FP": 8683, + "IoU": 0.1557565673015648, + "TN": 144024266, + "TP": 17598, + "n_pred": 26281, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9093435311792485, + "FN": 63874, + "FP": 5158, + "IoU": 0.8337579771222156, + "TN": 143722000, + "TP": 346218, + "n_pred": 351376, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5334129556958426, + "FN": 13287, + "FP": 3121, + "IoU": 0.36371039671152133, + "TN": 144111463, + "TP": 9379, + "n_pred": 12500, + "n_ref": 22666 + }, + "2": { + "Dice": 0.1268766007961239, + "FN": 128204, + "FP": 7131, + "IoU": 0.06773531356772843, + "TN": 143992082, + "TP": 9833, + "n_pred": 16964, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6822303519724646, + "FN": 15033, + "FP": 133238, + "IoU": 0.5177159399547872, + "TN": 143829815, + "TP": 159164, + "n_pred": 292402, + "n_ref": 174197 + }, + "4": { + "Dice": 0.4301688099405477, + "FN": 36301, + "FP": 3092, + "IoU": 0.2740223360731267, + "TN": 144082988, + "TP": 14869, + "n_pred": 17961, + "n_ref": 51170 + }, + "5": { + "Dice": 0.16378823795010725, + "FN": 29230, + "FP": 402, + "IoU": 0.08919899182393803, + "TN": 144104716, + "TP": 2902, + "n_pred": 3304, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9087247436071625, + "FN": 57710, + "FP": 203619, + "IoU": 0.8327181783731744, + "TN": 142575042, + "TP": 1300879, + "n_pred": 1504498, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6099627070190334, + "FN": 107173, + "FP": 74286, + "IoU": 0.43881031832675116, + "TN": 143813903, + "TP": 141888, + "n_pred": 216174, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7805007073004268, + "FN": 63869, + "FP": 29076, + "IoU": 0.6400173513611911, + "TN": 143879057, + "TP": 165248, + "n_pred": 194324, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6938689217758985, + "FN": 40307, + "FP": 7477, + "IoU": 0.5312398834574296, + "TN": 144035313, + "TP": 54153, + "n_pred": 61630, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894034004975766, + "FN": 23374, + "FP": 21817, + "IoU": 0.8083738641134042, + "TN": 111543091, + "TP": 190638, + "n_pred": 212455, + "n_ref": 214012 + }, + "10": { + "Dice": 0.36166566703795733, + "FN": 33339, + "FP": 11361, + "IoU": 0.22075205271690812, + "TN": 111721557, + "TP": 12663, + "n_pred": 24024, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.31510130751572013, + "FN": 40315, + "FP": 14581, + "IoU": 0.18701498726378768, + "TN": 111711396, + "TP": 12628, + "n_pred": 27209, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8364539028561915, + "FN": 9083, + "FP": 23332, + "IoU": 0.7188833385367884, + "TN": 111663612, + "TP": 82893, + "n_pred": 106225, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5518767705382436, + "FN": 4498, + "FP": 5626, + "IoU": 0.38109793373273015, + "TN": 111762562, + "TP": 6234, + "n_pred": 11860, + "n_ref": 10732 + }, + "2": { + "Dice": 0.672099493133805, + "FN": 100495, + "FP": 2753, + "IoU": 0.5061369354545542, + "TN": 111569858, + "TP": 105814, + "n_pred": 108567, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4974541751527495, + "FN": 12635, + "FP": 90013, + "IoU": 0.33107421213148086, + "TN": 111625468, + "TP": 50804, + "n_pred": 140817, + "n_ref": 63439 + }, + "4": { + "Dice": 0.743316203733819, + "FN": 7252, + "FP": 640, + "IoU": 0.5914902427661888, + "TN": 111759601, + "TP": 11427, + "n_pred": 12067, + "n_ref": 18679 + }, + "5": { + "Dice": 0.06735172165134307, + "FN": 25482, + "FP": 385, + "IoU": 0.03484944591619716, + "TN": 111752119, + "TP": 934, + "n_pred": 1319, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8770168660007864, + "FN": 252264, + "FP": 23285, + "IoU": 0.7809706481321033, + "TN": 110520874, + "TP": 982497, + "n_pred": 1005782, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.32168248967601853, + "FN": 174166, + "FP": 96695, + "IoU": 0.19166962609710314, + "TN": 111443833, + "TP": 64226, + "n_pred": 160921, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6408913377706051, + "FN": 143019, + "FP": 7403, + "IoU": 0.47155268418297624, + "TN": 111494271, + "TP": 134227, + "n_pred": 141630, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5985309179362438, + "FN": 42938, + "FP": 7236, + "IoU": 0.4270739366257494, + "TN": 111691345, + "TP": 37401, + "n_pred": 44637, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7276017797923575, + "FN": 56251, + "FP": 25478, + "IoU": 0.5718349556270366, + "TN": 198896993, + "TP": 109153, + "n_pred": 134631, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6985831631778294, + "FN": 18308, + "FP": 20368, + "IoU": 0.5367866339301754, + "TN": 199004380, + "TP": 44819, + "n_pred": 65187, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.02263974185489747, + "FN": 35159, + "FP": 2399, + "IoU": 0.011449477535335456, + "TN": 199049882, + "TP": 435, + "n_pred": 2834, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5670955747807884, + "FN": 27578, + "FP": 1995, + "IoU": 0.39576650389228285, + "TN": 199038932, + "TP": 19370, + "n_pred": 21365, + "n_ref": 46948 + }, + "15": { + "Dice": 0.23094685275431837, + "FN": 120463, + "FP": 103, + "IoU": 0.13054828404329735, + "TN": 198949206, + "TP": 18103, + "n_pred": 18206, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7722685887708649, + "FN": 7436, + "FP": 64600, + "IoU": 0.6290207953527176, + "TN": 198893697, + "TP": 122142, + "n_pred": 186742, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6846100192836335, + "FN": 63744, + "FP": 5439, + "IoU": 0.5204616344354336, + "TN": 198943605, + "TP": 75087, + "n_pred": 80526, + "n_ref": 138831 + }, + "4": { + "Dice": 0.14605605758921733, + "FN": 14736, + "FP": 13141, + "IoU": 0.07878126962096428, + "TN": 199057614, + "TP": 2384, + "n_pred": 15525, + "n_ref": 17120 + }, + "5": { + "Dice": 0.2736963411120715, + "FN": 16743, + "FP": 904, + "IoU": 0.15854472630173566, + "TN": 199066903, + "TP": 3325, + "n_pred": 4229, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9271568741553028, + "FN": 75567, + "FP": 94048, + "IoU": 0.8642054479542951, + "TN": 197838819, + "TP": 1079441, + "n_pred": 1173489, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6699176310071252, + "FN": 36863, + "FP": 80713, + "IoU": 0.5036662740777326, + "TN": 198850986, + "TP": 119313, + "n_pred": 200026, + "n_ref": 156176 + }, + "8": { + "Dice": 0.877660736545851, + "FN": 15914, + "FP": 12645, + "IoU": 0.7819923664122137, + "TN": 198956875, + "TP": 102441, + "n_pred": 115086, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7814026792750197, + "FN": 31508, + "FP": 8715, + "IoU": 0.6412312467666839, + "TN": 198975761, + "TP": 71891, + "n_pred": 80606, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9034937500842761, + "FN": 16865, + "FP": 18920, + "IoU": 0.8239750116825303, + "TN": 130871897, + "TP": 167510, + "n_pred": 186430, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5343115002953049, + "FN": 27988, + "FP": 67419, + "IoU": 0.3645464233382177, + "TN": 130925052, + "TP": 54733, + "n_pred": 122152, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.1865901002911679, + "FN": 78623, + "FP": 21947, + "IoU": 0.10289460773382098, + "TN": 130963087, + "TP": 11535, + "n_pred": 33482, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0025356504457376516, + "FN": 56391, + "FP": 118268, + "IoU": 0.0012694346441294367, + "TN": 130900311, + "TP": 222, + "n_pred": 118490, + "n_ref": 56613 + }, + "15": { + "Dice": 0.0, + "FN": 27579, + "FP": 0, + "IoU": 0.0, + "TN": 131047613, + "TP": 0, + "n_pred": 0, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7893877684544548, + "FN": 39604, + "FP": 24777, + "IoU": 0.6520566601633222, + "TN": 130890159, + "TP": 120652, + "n_pred": 145429, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8252111625828477, + "FN": 31261, + "FP": 36014, + "IoU": 0.7024336087471913, + "TN": 130849108, + "TP": 158809, + "n_pred": 194823, + "n_ref": 190070 + }, + "4": { + "Dice": 0.42532491410920475, + "FN": 52839, + "FP": 1858, + "IoU": 0.27010328538258294, + "TN": 131000254, + "TP": 20241, + "n_pred": 22099, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0388051740232031, + "FN": 14408, + "FP": 8, + "IoU": 0.019786496226286802, + "TN": 131060485, + "TP": 291, + "n_pred": 299, + "n_ref": 14699 + }, + "6": { + "Dice": 0.827859477671181, + "FN": 46002, + "FP": 545347, + "IoU": 0.7062800593450881, + "TN": 129061883, + "TP": 1421960, + "n_pred": 1967307, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5263765914276765, + "FN": 346132, + "FP": 429549, + "IoU": 0.3571988530893662, + "TN": 129868472, + "TP": 431039, + "n_pred": 860588, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8140279255607913, + "FN": 34470, + "FP": 8351, + "IoU": 0.686380348327938, + "TN": 130938654, + "TP": 93717, + "n_pred": 102068, + "n_ref": 128187 + }, + "9": { + "Dice": 0.39646434651779705, + "FN": 45516, + "FP": 15458, + "IoU": 0.24724386118689892, + "TN": 130994191, + "TP": 20027, + "n_pred": 35485, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9161877625369645, + "FN": 15859, + "FP": 20674, + "IoU": 0.8453380861260223, + "TN": 101380988, + "TP": 199679, + "n_pred": 220353, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4118489726816465, + "FN": 25267, + "FP": 33444, + "IoU": 0.2593260751636873, + "TN": 101537933, + "TP": 20556, + "n_pred": 54000, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4497348095266905, + "FN": 37783, + "FP": 16789, + "IoU": 0.2901018563084568, + "TN": 101540327, + "TP": 22301, + "n_pred": 39090, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7819785759294265, + "FN": 15853, + "FP": 9751, + "IoU": 0.6420072426280393, + "TN": 101545679, + "TP": 45917, + "n_pred": 55668, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7756242251133885, + "FN": 8555, + "FP": 5742, + "IoU": 0.6334854388843314, + "TN": 101578192, + "TP": 24711, + "n_pred": 30453, + "n_ref": 33266 + }, + "2": { + "Dice": 0.09779504046392867, + "FN": 163304, + "FP": 3474, + "IoU": 0.051411410728200345, + "TN": 101441383, + "TP": 9039, + "n_pred": 12513, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6530753074705669, + "FN": 10194, + "FP": 162749, + "IoU": 0.48486400991293416, + "TN": 101281477, + "TP": 162780, + "n_pred": 325529, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4724351953267616, + "FN": 10390, + "FP": 2615, + "IoU": 0.30927342256214146, + "TN": 101598372, + "TP": 5823, + "n_pred": 8438, + "n_ref": 16213 + }, + "5": { + "Dice": 0.28684465347904275, + "FN": 25187, + "FP": 590, + "IoU": 0.16743645231097187, + "TN": 101586239, + "TP": 5184, + "n_pred": 5774, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9130941662706074, + "FN": 206148, + "FP": 46558, + "IoU": 0.840085808664397, + "TN": 100036940, + "TP": 1327554, + "n_pred": 1374112, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7902220815354114, + "FN": 48380, + "FP": 153084, + "IoU": 0.6531959870273844, + "TN": 101036284, + "TP": 379452, + "n_pred": 532536, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7716029942585818, + "FN": 72689, + "FP": 21591, + "IoU": 0.6281381268858343, + "TN": 101363665, + "TP": 159255, + "n_pred": 180846, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6163401424088231, + "FN": 43388, + "FP": 3435, + "IoU": 0.4454419480534862, + "TN": 101532767, + "TP": 37610, + "n_pred": 41045, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8171126927481719, + "FN": 27154, + "FP": 55407, + "IoU": 0.6907781389983371, + "TN": 118915216, + "TP": 184435, + "n_pred": 239842, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6033342993214389, + "FN": 25577, + "FP": 46968, + "IoU": 0.4319818973347114, + "TN": 119054496, + "TP": 55171, + "n_pred": 102139, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.21457695444124752, + "FN": 26102, + "FP": 24945, + "IoU": 0.12018269562219924, + "TN": 119124192, + "TP": 6973, + "n_pred": 31918, + "n_ref": 33075 + }, + "14": { + "Dice": 0.001421852783550257, + "FN": 65763, + "FP": 80317, + "IoU": 0.0007114321676790894, + "TN": 119036028, + "TP": 104, + "n_pred": 80421, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 0, + "IoU": 0.0, + "TN": 119161492, + "TP": 0, + "n_pred": 0, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7208622686394937, + "FN": 21068, + "FP": 112462, + "IoU": 0.5635532835645273, + "TN": 118876264, + "TP": 172418, + "n_pred": 284880, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6227601764483701, + "FN": 107141, + "FP": 1724, + "IoU": 0.45217990781183953, + "TN": 118983488, + "TP": 89859, + "n_pred": 91583, + "n_ref": 197000 + }, + "4": { + "Dice": 0.11361935153449158, + "FN": 40453, + "FP": 4545, + "IoU": 0.06023140219706779, + "TN": 119134330, + "TP": 2884, + "n_pred": 7429, + "n_ref": 43337 + }, + "5": { + "Dice": 0.06960405206688089, + "FN": 17083, + "FP": 0, + "IoU": 0.03605687845615619, + "TN": 119164490, + "TP": 639, + "n_pred": 639, + "n_ref": 17722 + }, + "6": { + "Dice": 0.918940172552504, + "FN": 92403, + "FP": 198074, + "IoU": 0.8500363709955121, + "TN": 117245229, + "TP": 1646506, + "n_pred": 1844580, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5339604352762247, + "FN": 98211, + "FP": 249887, + "IoU": 0.3642196623641813, + "TN": 118634699, + "TP": 199415, + "n_pred": 449302, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7946120888943686, + "FN": 17715, + "FP": 15602, + "IoU": 0.6592169056727287, + "TN": 119084446, + "TP": 64449, + "n_pred": 80051, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5183553927627095, + "FN": 50920, + "FP": 13381, + "IoU": 0.34985136802086914, + "TN": 119083310, + "TP": 34601, + "n_pred": 47982, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 90851, + "IoU": 0.0, + "TN": 61241629, + "TP": 0, + "n_pred": 90851, + "n_ref": 0 + }, + "10": { + "Dice": 0.5659928323440475, + "FN": 14213, + "FP": 16789, + "IoU": 0.3946931682839682, + "TN": 61281263, + "TP": 20215, + "n_pred": 37004, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.22109130493944754, + "FN": 44572, + "FP": 12670, + "IoU": 0.12428479637732154, + "TN": 61267114, + "TP": 8124, + "n_pred": 20794, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9307732996779852, + "FN": 19828, + "FP": 17471, + "IoU": 0.8705107152652172, + "TN": 61044433, + "TP": 250748, + "n_pred": 268219, + "n_ref": 270576 + }, + "15": { + "Dice": 0.31717049679664433, + "FN": 79589, + "FP": 666, + "IoU": 0.18847452828280786, + "TN": 61233586, + "TP": 18639, + "n_pred": 19305, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6542245068867972, + "FN": 76181, + "FP": 13416, + "IoU": 0.486131981325778, + "TN": 61158122, + "TP": 84761, + "n_pred": 98177, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6960804523701545, + "FN": 18902, + "FP": 76929, + "IoU": 0.5338369638183817, + "TN": 61126906, + "TP": 109743, + "n_pred": 186672, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6537420671973665, + "FN": 21535, + "FP": 344, + "IoU": 0.48559941692333014, + "TN": 61289947, + "TP": 20654, + "n_pred": 20998, + "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": 0.9038675602974398, + "FN": 48176, + "FP": 198128, + "IoU": 0.8245970355030344, + "TN": 59928262, + "TP": 1157914, + "n_pred": 1356042, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.40558751575976687, + "FN": 131363, + "FP": 82210, + "IoU": 0.2543805444129075, + "TN": 61046043, + "TP": 72864, + "n_pred": 155074, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5878775469966862, + "FN": 43451, + "FP": 10896, + "IoU": 0.41630776831455607, + "TN": 61239371, + "TP": 38762, + "n_pred": 49658, + "n_ref": 82213 + }, + "9": { + "Dice": 0.47909766688746597, + "FN": 37336, + "FP": 19284, + "IoU": 0.3150088315710518, + "TN": 61249822, + "TP": 26038, + "n_pred": 45322, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497621042682061, + "FN": 13370, + "FP": 3957, + "IoU": 0.904330445633389, + "TN": 148926387, + "TP": 163786, + "n_pred": 167743, + "n_ref": 177156 + }, + "10": { + "Dice": 0.16845874943208644, + "FN": 63347, + "FP": 29996, + "IoU": 0.09197649759722952, + "TN": 149004702, + "TP": 9455, + "n_pred": 39451, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.11544043098821144, + "FN": 78560, + "FP": 10432, + "IoU": 0.061255920421101485, + "TN": 149012701, + "TP": 5807, + "n_pred": 16239, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8484748348972937, + "FN": 5766, + "FP": 25415, + "IoU": 0.7368270017977566, + "TN": 148989019, + "TP": 87300, + "n_pred": 112715, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5153381407133113, + "FN": 24822, + "FP": 46, + "IoU": 0.3471080889495655, + "TN": 149069411, + "TP": 13221, + "n_pred": 13267, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7282631991177857, + "FN": 63558, + "FP": 6177, + "IoU": 0.5726524534106299, + "TN": 148944319, + "TP": 93446, + "n_pred": 99623, + "n_ref": 157004 + }, + "3": { + "Dice": 0.1733319863181746, + "FN": 48076, + "FP": 66482, + "IoU": 0.09488970355856141, + "TN": 148980932, + "TP": 12010, + "n_pred": 78492, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7134537704755533, + "FN": 11438, + "FP": 125, + "IoU": 0.5545496571384544, + "TN": 149081542, + "TP": 14395, + "n_pred": 14520, + "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": 0.8889116199956454, + "FN": 193595, + "FP": 34468, + "IoU": 0.8000368251463142, + "TN": 147966975, + "TP": 912462, + "n_pred": 946930, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3403957620107838, + "FN": 211150, + "FP": 36817, + "IoU": 0.20510658759416572, + "TN": 148795550, + "TP": 63983, + "n_pred": 100800, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8446995832528358, + "FN": 60734, + "FP": 1163, + "IoU": 0.7311514572384138, + "TN": 148877270, + "TP": 168333, + "n_pred": 169496, + "n_ref": 229067 + }, + "9": { + "Dice": 0.5548421615837347, + "FN": 52229, + "FP": 4347, + "IoU": 0.383931877082562, + "TN": 149015666, + "TP": 35258, + "n_pred": 39605, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24664824448847425, + "FN": 435620, + "FP": 49925, + "IoU": 0.14067242566310756, + "TN": 100147771, + "TP": 79484, + "n_pred": 129409, + "n_ref": 515104 + }, + "10": { + "Dice": 0.14730970130331153, + "FN": 31209, + "FP": 52862, + "IoU": 0.07951123909211348, + "TN": 100621467, + "TP": 7262, + "n_pred": 60124, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 5435, + "IoU": 0.0, + "TN": 100668210, + "TP": 0, + "n_pred": 5435, + "n_ref": 39155 + }, + "14": { + "Dice": 0.24999736234055348, + "FN": 106505, + "FP": 177839, + "IoU": 0.1428554203066312, + "TN": 100381066, + "TP": 47390, + "n_pred": 225229, + "n_ref": 153895 + }, + "15": { + "Dice": 0.43426766040181464, + "FN": 68463, + "FP": 1371, + "IoU": 0.277357533863841, + "TN": 100616163, + "TP": 26803, + "n_pred": 28174, + "n_ref": 95266 + }, + "2": { + "Dice": 0.07490115323631091, + "FN": 220189, + "FP": 100120, + "IoU": 0.038907692123045165, + "TN": 100379524, + "TP": 12967, + "n_pred": 113087, + "n_ref": 233156 + }, + "3": { + "Dice": 0.419892902779143, + "FN": 125693, + "FP": 145789, + "IoU": 0.26573698929500666, + "TN": 100343066, + "TP": 98252, + "n_pred": 244041, + "n_ref": 223945 + }, + "4": { + "Dice": 0.00027587158177868205, + "FN": 57644, + "FP": 338, + "IoU": 0.00013795481979651664, + "TN": 100654810, + "TP": 8, + "n_pred": 346, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 737, + "IoU": 0.0, + "TN": 100695590, + "TP": 0, + "n_pred": 737, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6055869942020822, + "FN": 857859, + "FP": 731584, + "IoU": 0.4342952853165266, + "TN": 97903131, + "TP": 1220226, + "n_pred": 1951810, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.10948739965381418, + "FN": 152215, + "FP": 174474, + "IoU": 0.05791413378242765, + "TN": 100366028, + "TP": 20083, + "n_pred": 194557, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6925806390729102, + "FN": 32610, + "FP": 32542, + "IoU": 0.5297310562861803, + "TN": 100574258, + "TP": 73390, + "n_pred": 105932, + "n_ref": 106000 + }, + "9": { + "Dice": 0.41109089768521423, + "FN": 69089, + "FP": 24789, + "IoU": 0.25872524557025994, + "TN": 100586156, + "TP": 32766, + "n_pred": 57555, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8303198477644828, + "FN": 7366, + "FP": 21435, + "IoU": 0.7098691434385357, + "TN": 78851431, + "TP": 70468, + "n_pred": 91903, + "n_ref": 77834 + }, + "10": { + "Dice": 0.26557106043662176, + "FN": 30751, + "FP": 14564, + "IoU": 0.15311729087239292, + "TN": 78897192, + "TP": 8193, + "n_pred": 22757, + "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": 0.029312647040122083, + "FN": 58483, + "FP": 2581, + "IoU": 0.014874326460813733, + "TN": 78888714, + "TP": 922, + "n_pred": 3503, + "n_ref": 59405 + }, + "14": { + "Dice": 0.014777120576281267, + "FN": 26151, + "FP": 122928, + "IoU": 0.007443557461200956, + "TN": 78800503, + "TP": 1118, + "n_pred": 124046, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7605024317389806, + "FN": 19401, + "FP": 5615, + "IoU": 0.6135570179503815, + "TN": 78885966, + "TP": 39718, + "n_pred": 45333, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7972414731032295, + "FN": 29776, + "FP": 6005, + "IoU": 0.6628441663682793, + "TN": 78844574, + "TP": 70345, + "n_pred": 76350, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8595900667249662, + "FN": 12921, + "FP": 10521, + "IoU": 0.7537553309943487, + "TN": 78855502, + "TP": 71756, + "n_pred": 82277, + "n_ref": 84677 + }, + "4": { + "Dice": 0.546956411233956, + "FN": 10672, + "FP": 23, + "IoU": 0.37642119993003326, + "TN": 78933549, + "TP": 6456, + "n_pred": 6479, + "n_ref": 17128 + }, + "5": { + "Dice": 0.007785442367690414, + "FN": 34662, + "FP": 3, + "IoU": 0.003907933680066665, + "TN": 78915899, + "TP": 136, + "n_pred": 139, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8274426973574964, + "FN": 191350, + "FP": 23757, + "IoU": 0.7056735696351484, + "TN": 78219855, + "TP": 515738, + "n_pred": 539495, + "n_ref": 707088 + }, + "7": { + "Dice": 0.15221392615342663, + "FN": 657477, + "FP": 51390, + "IoU": 0.08237637912085778, + "TN": 78178197, + "TP": 63636, + "n_pred": 115026, + "n_ref": 721113 + }, + "8": { + "Dice": 0.4554189852849064, + "FN": 230771, + "FP": 9191, + "IoU": 0.2948495293844531, + "TN": 78610401, + "TP": 100337, + "n_pred": 109528, + "n_ref": 331108 + }, + "9": { + "Dice": 0.23393548189730334, + "FN": 49401, + "FP": 682, + "IoU": 0.132461458513771, + "TN": 78892970, + "TP": 7647, + "n_pred": 8329, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522651055169157, + "FN": 8069, + "FP": 5980, + "IoU": 0.9088798230650988, + "TN": 104850259, + "TP": 140132, + "n_pred": 146112, + "n_ref": 148201 + }, + "10": { + "Dice": 0.646104834427739, + "FN": 39168, + "FP": 13487, + "IoU": 0.47721924921317305, + "TN": 104903719, + "TP": 48066, + "n_pred": 61553, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.15881101363603015, + "FN": 70242, + "FP": 10015, + "IoU": 0.08625459679163867, + "TN": 104916607, + "TP": 7576, + "n_pred": 17591, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9238238815235224, + "FN": 7577, + "FP": 2731, + "IoU": 0.8584318734291954, + "TN": 104931627, + "TP": 62505, + "n_pred": 65236, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5153156300955043, + "FN": 15511, + "FP": 1135, + "IoU": 0.3470876642478917, + "TN": 104978945, + "TP": 8849, + "n_pred": 9984, + "n_ref": 24360 + }, + "2": { + "Dice": 0.22505043763178254, + "FN": 148496, + "FP": 4765, + "IoU": 0.12679258183061276, + "TN": 104828925, + "TP": 22254, + "n_pred": 27019, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6439076223958039, + "FN": 11138, + "FP": 146367, + "IoU": 0.4748257810676536, + "TN": 104704530, + "TP": 142405, + "n_pred": 288772, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4824, + "IoU": 0.0, + "TN": 104999616, + "TP": 0, + "n_pred": 4824, + "n_ref": 0 + }, + "5": { + "Dice": 0.27491374061294904, + "FN": 24662, + "FP": 3918, + "IoU": 0.15936231543031942, + "TN": 104970442, + "TP": 5418, + "n_pred": 9336, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9570558222765541, + "FN": 56840, + "FP": 48969, + "IoU": 0.9176481759221569, + "TN": 103719599, + "TP": 1179032, + "n_pred": 1228001, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6597987486185779, + "FN": 31580, + "FP": 173131, + "IoU": 0.49231318649977807, + "TN": 104601217, + "TP": 198512, + "n_pred": 371643, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6023360754674937, + "FN": 203996, + "FP": 10150, + "IoU": 0.43095916328309347, + "TN": 104628112, + "TP": 162182, + "n_pred": 172332, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6948853615520282, + "FN": 41546, + "FP": 4126, + "IoU": 0.5324324324324324, + "TN": 104906760, + "TP": 52008, + "n_pred": 56134, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4116865266434178, + "FN": 309394, + "FP": 1352, + "IoU": 0.2591972765762673, + "TN": 177256816, + "TP": 108726, + "n_pred": 110078, + "n_ref": 418120 + }, + "10": { + "Dice": 0.08155383916401636, + "FN": 68371, + "FP": 12489, + "IoU": 0.04251036116044997, + "TN": 177591838, + "TP": 3590, + "n_pred": 16079, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.10337231374938483, + "FN": 72672, + "FP": 3848, + "IoU": 0.05450321879131606, + "TN": 177595357, + "TP": 4411, + "n_pred": 8259, + "n_ref": 77083 + }, + "14": { + "Dice": 0.889987656399035, + "FN": 12796, + "FP": 2890, + "IoU": 0.8017817653377141, + "TN": 177597153, + "TP": 63449, + "n_pred": 66339, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6769746445369519, + "FN": 10647, + "FP": 1303, + "IoU": 0.5116868257600523, + "TN": 177651816, + "TP": 12522, + "n_pred": 13825, + "n_ref": 23169 + }, + "2": { + "Dice": 0.12755942370706844, + "FN": 199651, + "FP": 1635, + "IoU": 0.06812468460794163, + "TN": 177460287, + "TP": 14715, + "n_pred": 16350, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6641305825886524, + "FN": 9244, + "FP": 190823, + "IoU": 0.49715232187559694, + "TN": 177278420, + "TP": 197801, + "n_pred": 388624, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7181103921827545, + "FN": 12680, + "FP": 4398, + "IoU": 0.5601967500193145, + "TN": 177637457, + "TP": 21753, + "n_pred": 26151, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5620149997832401, + "FN": 18217, + "FP": 1989, + "IoU": 0.3908350919505577, + "TN": 177643118, + "TP": 12964, + "n_pred": 14953, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8586926856443433, + "FN": 202515, + "FP": 325082, + "IoU": 0.7523763975254395, + "TN": 175545647, + "TP": 1603044, + "n_pred": 1928126, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6331876128641281, + "FN": 109067, + "FP": 191155, + "IoU": 0.46325861458642476, + "TN": 177116946, + "TP": 259120, + "n_pred": 450275, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8096059556147316, + "FN": 32837, + "FP": 45525, + "IoU": 0.680115932563171, + "TN": 177431318, + "TP": 166608, + "n_pred": 212133, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7315971890998124, + "FN": 54696, + "FP": 4391, + "IoU": 0.5767861619453497, + "TN": 177536673, + "TP": 80528, + "n_pred": 84919, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944932162809258, + "FN": 24546, + "FP": 13792, + "IoU": 0.8091250360958706, + "TN": 193804681, + "TP": 162516, + "n_pred": 176308, + "n_ref": 187062 + }, + "10": { + "Dice": 0.45868712173276877, + "FN": 56011, + "FP": 17240, + "IoU": 0.29759507508198607, + "TN": 193901249, + "TP": 31035, + "n_pred": 48275, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.2477952601953137, + "FN": 54837, + "FP": 18260, + "IoU": 0.14141912446997193, + "TN": 193920398, + "TP": 12040, + "n_pred": 30300, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8347474417845738, + "FN": 4279, + "FP": 24079, + "IoU": 0.7163661095608166, + "TN": 193905554, + "TP": 71623, + "n_pred": 95702, + "n_ref": 75902 + }, + "15": { + "Dice": 0.41556773096542604, + "FN": 15467, + "FP": 0, + "IoU": 0.26228178956405607, + "TN": 193984569, + "TP": 5499, + "n_pred": 5499, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8226022888393761, + "FN": 8941, + "FP": 47111, + "IoU": 0.6986613622923499, + "TN": 193819525, + "TP": 129958, + "n_pred": 177069, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6958874713525367, + "FN": 60618, + "FP": 4005, + "IoU": 0.5336099884526558, + "TN": 193866975, + "TP": 73937, + "n_pred": 77942, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7249633885321618, + "FN": 8158, + "FP": 1608, + "IoU": 0.5685824093298582, + "TN": 193982898, + "TP": 12871, + "n_pred": 14479, + "n_ref": 21029 + }, + "5": { + "Dice": 0.004389494476552784, + "FN": 27210, + "FP": 8, + "IoU": 0.002199574748881883, + "TN": 193978257, + "TP": 60, + "n_pred": 68, + "n_ref": 27270 + }, + "6": { + "Dice": 0.893709870265193, + "FN": 149250, + "FP": 144735, + "IoU": 0.8078440241344533, + "TN": 192475606, + "TP": 1235944, + "n_pred": 1380679, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7427654081172768, + "FN": 109371, + "FP": 37885, + "IoU": 0.5907930094454186, + "TN": 193645678, + "TP": 212601, + "n_pred": 250486, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8460332320820754, + "FN": 56600, + "FP": 10663, + "IoU": 0.7331521631325253, + "TN": 193753470, + "TP": 184802, + "n_pred": 195465, + "n_ref": 241402 + }, + "9": { + "Dice": 0.46921387790953006, + "FN": 66365, + "FP": 6151, + "IoU": 0.30651824649988524, + "TN": 193900967, + "TP": 32052, + "n_pred": 38203, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8046563640030064, + "FN": 4720, + "FP": 48559, + "IoU": 0.6731590312369642, + "TN": 99492788, + "TP": 109733, + "n_pred": 158292, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6022724772055426, + "FN": 30632, + "FP": 23589, + "IoU": 0.43089405294204086, + "TN": 99560526, + "TP": 41053, + "n_pred": 64642, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.26054565296471444, + "FN": 36478, + "FP": 14341, + "IoU": 0.14978585290771598, + "TN": 99596028, + "TP": 8953, + "n_pred": 23294, + "n_ref": 45431 + }, + "14": { + "Dice": 0.35203880551765954, + "FN": 42528, + "FP": 218, + "IoU": 0.2136208101843335, + "TN": 99601442, + "TP": 11612, + "n_pred": 11830, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 0, + "IoU": 0.0, + "TN": 99617853, + "TP": 0, + "n_pred": 0, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6515297731068997, + "FN": 13143, + "FP": 95548, + "IoU": 0.48316214931050877, + "TN": 99445500, + "TP": 101609, + "n_pred": 197157, + "n_ref": 114752 + }, + "3": { + "Dice": 0.28500797775814724, + "FN": 102999, + "FP": 1412, + "IoU": 0.16618618282875874, + "TN": 99530579, + "TP": 20810, + "n_pred": 22222, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5246033486875776, + "FN": 11731, + "FP": 1273, + "IoU": 0.35556766935923484, + "TN": 99635621, + "TP": 7175, + "n_pred": 8448, + "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": 0.9364924410723877, + "FN": 117075, + "FP": 50702, + "IoU": 0.8805696143962529, + "TN": 98250990, + "TP": 1237033, + "n_pred": 1287735, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6232329567919251, + "FN": 16437, + "FP": 165572, + "IoU": 0.45267858485317775, + "TN": 99323255, + "TP": 150536, + "n_pred": 316108, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6453295084906385, + "FN": 37933, + "FP": 31304, + "IoU": 0.47637378427843236, + "TN": 99523574, + "TP": 62989, + "n_pred": 94293, + "n_ref": 100922 + }, + "9": { + "Dice": 0.2645410140408428, + "FN": 80857, + "FP": 751, + "IoU": 0.15243288154956638, + "TN": 99559515, + "TP": 14677, + "n_pred": 15428, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4957290836117251, + "FN": 299566, + "FP": 216, + "IoU": 0.3295477418402537, + "TN": 62636386, + "TP": 147352, + "n_pred": 147568, + "n_ref": 446918 + }, + "10": { + "Dice": 0.45908595453129863, + "FN": 47259, + "FP": 8321, + "IoU": 0.29793092994467324, + "TN": 63004354, + "TP": 23586, + "n_pred": 31907, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.1562041066994206, + "FN": 39805, + "FP": 23397, + "IoU": 0.0847187626716098, + "TN": 63014468, + "TP": 5850, + "n_pred": 29247, + "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": 0.6128340463359075, + "FN": 68820, + "FP": 866, + "IoU": 0.4417885579711306, + "TN": 62958682, + "TP": 55152, + "n_pred": 56018, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7735957226715854, + "FN": 3447, + "FP": 69217, + "IoU": 0.6307836143207016, + "TN": 62886714, + "TP": 124142, + "n_pred": 193359, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "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": 0.7660935400416681, + "FN": 259661, + "FP": 271607, + "IoU": 0.6208684085076744, + "TN": 61682244, + "TP": 870008, + "n_pred": 1141615, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4162307572967862, + "FN": 85560, + "FP": 113869, + "IoU": 0.26281022896135675, + "TN": 62812994, + "TP": 71097, + "n_pred": 184966, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7903920856008723, + "FN": 28229, + "FP": 16180, + "IoU": 0.6534283350762459, + "TN": 62955382, + "TP": 83729, + "n_pred": 99909, + "n_ref": 111958 + }, + "9": { + "Dice": 0.71345519593046, + "FN": 17363, + "FP": 3141, + "IoU": 0.5545513795350858, + "TN": 63037490, + "TP": 25526, + "n_pred": 28667, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7755520098104111, + "FN": 89874, + "FP": 38978, + "IoU": 0.6333890994343724, + "TN": 109257350, + "TP": 222616, + "n_pred": 261594, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4842179528926517, + "FN": 43317, + "FP": 51721, + "IoU": 0.3194509090648698, + "TN": 109469169, + "TP": 44611, + "n_pred": 96332, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.22149757823981078, + "FN": 68043, + "FP": 21484, + "IoU": 0.12454162306992754, + "TN": 109506555, + "TP": 12736, + "n_pred": 34220, + "n_ref": 80779 + }, + "14": { + "Dice": 0.14658404964549018, + "FN": 81338, + "FP": 100053, + "IoU": 0.07908858754423286, + "TN": 109411849, + "TP": 15578, + "n_pred": 115631, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7259074293054497, + "FN": 43074, + "FP": 2589, + "IoU": 0.5697446527843211, + "TN": 109502688, + "TP": 60467, + "n_pred": 63056, + "n_ref": 103541 + }, + "2": { + "Dice": 0.606571736942818, + "FN": 97726, + "FP": 53186, + "IoU": 0.43530890898681746, + "TN": 109341571, + "TP": 116335, + "n_pred": 169521, + "n_ref": 214061 + }, + "3": { + "Dice": 0.73904668258849, + "FN": 71313, + "FP": 51828, + "IoU": 0.5861015410987681, + "TN": 109311303, + "TP": 174374, + "n_pred": 226202, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 1059, + "IoU": 0.0, + "TN": 109557469, + "TP": 0, + "n_pred": 1059, + "n_ref": 50290 + }, + "5": { + "Dice": 0.2606367152633145, + "FN": 8800, + "FP": 1140, + "IoU": 0.1498460485802258, + "TN": 109597126, + "TP": 1752, + "n_pred": 2892, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8093791948237725, + "FN": 88865, + "FP": 458284, + "IoU": 0.6797959445232219, + "TN": 107900067, + "TP": 1161602, + "n_pred": 1619886, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6971307013450935, + "FN": 503218, + "FP": 100452, + "IoU": 0.535073396897768, + "TN": 108310398, + "TP": 694750, + "n_pred": 795202, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8574029513234569, + "FN": 15482, + "FP": 9111, + "IoU": 0.7503983598737427, + "TN": 109510289, + "TP": 73936, + "n_pred": 83047, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5320566897249873, + "FN": 29973, + "FP": 14403, + "IoU": 0.36245043388311016, + "TN": 109539214, + "TP": 25228, + "n_pred": 39631, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8863970379271986, + "FN": 4193, + "FP": 9798, + "IoU": 0.7959722343745443, + "TN": 66998778, + "TP": 54583, + "n_pred": 64381, + "n_ref": 58776 + }, + "10": { + "Dice": 0.40054981154258446, + "FN": 55629, + "FP": 13713, + "IoU": 0.25042968792225623, + "TN": 66974843, + "TP": 23167, + "n_pred": 36880, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4037646560248623, + "FN": 26778, + "FP": 6988, + "IoU": 0.25294807407243525, + "TN": 67022153, + "TP": 11433, + "n_pred": 18421, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7406852484300981, + "FN": 25052, + "FP": 10255, + "IoU": 0.5881653077649859, + "TN": 66981621, + "TP": 50424, + "n_pred": 60679, + "n_ref": 75476 + }, + "15": { + "Dice": 0.14462157116185553, + "FN": 28341, + "FP": 7395, + "IoU": 0.07794720953634182, + "TN": 67028595, + "TP": 3021, + "n_pred": 10416, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7810780517627879, + "FN": 23390, + "FP": 45362, + "IoU": 0.6407941483803553, + "TN": 66875952, + "TP": 122648, + "n_pred": 168010, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8041859486748002, + "FN": 45677, + "FP": 10177, + "IoU": 0.6725008355467994, + "TN": 66896805, + "TP": 114693, + "n_pred": 124870, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 419, + "IoU": 0.0, + "TN": 67053894, + "TP": 0, + "n_pred": 419, + "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": 0.9416604515721418, + "FN": 88722, + "FP": 34088, + "IoU": 0.8897526818977513, + "TN": 65953402, + "TP": 991140, + "n_pred": 1025228, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.322085427891996, + "FN": 282060, + "FP": 10713, + "IoU": 0.19195579634745794, + "TN": 66705029, + "TP": 69550, + "n_pred": 80263, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9097708617247171, + "FN": 13949, + "FP": 286, + "IoU": 0.8344767441860466, + "TN": 66981352, + "TP": 71765, + "n_pred": 72051, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7665596794692286, + "FN": 23965, + "FP": 8546, + "IoU": 0.6214809640237513, + "TN": 66981462, + "TP": 53379, + "n_pred": 61925, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3077304964539007, + "FN": 145505, + "FP": 10671, + "IoU": 0.18184485143120574, + "TN": 74328392, + "TP": 34712, + "n_pred": 45383, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7069406131505384, + "FN": 17836, + "FP": 13929, + "IoU": 0.5467193698450298, + "TN": 74449202, + "TP": 38313, + "n_pred": 52242, + "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": 0.16234628975265017, + "FN": 37147, + "FP": 22117, + "IoU": 0.0883443321488455, + "TN": 74454273, + "TP": 5743, + "n_pred": 27860, + "n_ref": 42890 + }, + "14": { + "Dice": 0.2942018723939895, + "FN": 22576, + "FP": 22281, + "IoU": 0.17247168210161237, + "TN": 74465074, + "TP": 9349, + "n_pred": 31630, + "n_ref": 31925 + }, + "15": { + "Dice": 0.0, + "FN": 30359, + "FP": 6088, + "IoU": 0.0, + "TN": 74482833, + "TP": 0, + "n_pred": 6088, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8580296036925036, + "FN": 11524, + "FP": 31292, + "IoU": 0.7513588850174217, + "TN": 74347080, + "TP": 129384, + "n_pred": 160676, + "n_ref": 140908 + }, + "3": { + "Dice": 0.814002082412175, + "FN": 41500, + "FP": 10662, + "IoU": 0.6863436017389944, + "TN": 74352977, + "TP": 114141, + "n_pred": 124803, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 9235, + "IoU": 0.0, + "TN": 74496767, + "TP": 0, + "n_pred": 9235, + "n_ref": 13278 + }, + "5": { + "Dice": 0.2767089003597685, + "FN": 8385, + "FP": 863, + "IoU": 0.16057002813833168, + "TN": 74508263, + "TP": 1769, + "n_pred": 2632, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8851962228611742, + "FN": 205004, + "FP": 158379, + "IoU": 0.7940376961522809, + "TN": 72754962, + "TP": 1400935, + "n_pred": 1559314, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2919796578572212, + "FN": 124590, + "FP": 82016, + "IoU": 0.1709462414779681, + "TN": 74270073, + "TP": 42601, + "n_pred": 124617, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9332152172843152, + "FN": 7493, + "FP": 649, + "IoU": 0.8747923971212401, + "TN": 74454252, + "TP": 56886, + "n_pred": 57535, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6479008148507905, + "FN": 44833, + "FP": 7365, + "IoU": 0.4791814254213105, + "TN": 74419057, + "TP": 48025, + "n_pred": 55390, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8139815966616379, + "FN": 52263, + "FP": 53162, + "IoU": 0.6863144740169898, + "TN": 65715095, + "TP": 230660, + "n_pred": 283822, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3926900513421372, + "FN": 59402, + "FP": 15237, + "IoU": 0.24431507542776146, + "TN": 65952410, + "TP": 24131, + "n_pred": 39368, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.19804297649621275, + "FN": 41534, + "FP": 7804, + "IoU": 0.10990438390763124, + "TN": 65995750, + "TP": 6092, + "n_pred": 13896, + "n_ref": 47626 + }, + "14": { + "Dice": 0.37829750955027625, + "FN": 12522, + "FP": 139156, + "IoU": 0.23327183116390748, + "TN": 65853355, + "TP": 46147, + "n_pred": 185303, + "n_ref": 58669 + }, + "15": { + "Dice": 0.742706348042809, + "FN": 9398, + "FP": 1132, + "IoU": 0.5907182835820896, + "TN": 66025452, + "TP": 15198, + "n_pred": 16330, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7857155739922446, + "FN": 13257, + "FP": 58029, + "IoU": 0.6470605709532722, + "TN": 65849202, + "TP": 130692, + "n_pred": 188721, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6497315863227534, + "FN": 78701, + "FP": 5534, + "IoU": 0.4811869845590998, + "TN": 65888819, + "TP": 78126, + "n_pred": 83660, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8222312561705093, + "FN": 8291, + "FP": 892, + "IoU": 0.6981262327416173, + "TN": 66020760, + "TP": 21237, + "n_pred": 22129, + "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": 0.8782489576306501, + "FN": 69813, + "FP": 194598, + "IoU": 0.7829268032375728, + "TN": 64833107, + "TP": 953662, + "n_pred": 1148260, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6514916240617862, + "FN": 497399, + "FP": 15215, + "IoU": 0.4831201909357931, + "TN": 65059433, + "TP": 479133, + "n_pred": 494348, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7870155395860206, + "FN": 17231, + "FP": 17445, + "IoU": 0.6488257395460945, + "TN": 65952437, + "TP": 64067, + "n_pred": 81512, + "n_ref": 81298 + }, + "9": { + "Dice": 0.34764991896272285, + "FN": 55070, + "FP": 1280, + "IoU": 0.21039725355566455, + "TN": 65979815, + "TP": 15015, + "n_pred": 16295, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9396192447039905, + "FN": 6986, + "FP": 11863, + "IoU": 0.8861149544737749, + "TN": 113307031, + "TP": 146660, + "n_pred": 158523, + "n_ref": 153646 + }, + "10": { + "Dice": 0.22798734485276223, + "FN": 68856, + "FP": 10449, + "IoU": 0.1286601109707191, + "TN": 113381525, + "TP": 11710, + "n_pred": 22159, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.2825303376186471, + "FN": 62767, + "FP": 8891, + "IoU": 0.16450383014446116, + "TN": 113386773, + "TP": 14109, + "n_pred": 23000, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9369191872046904, + "FN": 27727, + "FP": 4034, + "IoU": 0.8813245201379521, + "TN": 113204911, + "TP": 235868, + "n_pred": 239902, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6453703207840197, + "FN": 9832, + "FP": 3412, + "IoU": 0.4764182644791461, + "TN": 113447245, + "TP": 12051, + "n_pred": 15463, + "n_ref": 21883 + }, + "2": { + "Dice": 0.869659414455171, + "FN": 22321, + "FP": 9083, + "IoU": 0.7693782082822334, + "TN": 113336369, + "TP": 104767, + "n_pred": 113850, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8744801558216474, + "FN": 12324, + "FP": 18673, + "IoU": 0.7769566750375972, + "TN": 113333567, + "TP": 107976, + "n_pred": 126649, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5799529156102862, + "FN": 18282, + "FP": 274, + "IoU": 0.4084040043359051, + "TN": 113441174, + "TP": 12810, + "n_pred": 13084, + "n_ref": 31092 + }, + "5": { + "Dice": 0.07464599965037003, + "FN": 31545, + "FP": 215, + "IoU": 0.03877001301413396, + "TN": 113439499, + "TP": 1281, + "n_pred": 1496, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9112720430796905, + "FN": 141558, + "FP": 53579, + "IoU": 0.837006193592576, + "TN": 112275335, + "TP": 1002068, + "n_pred": 1055647, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5275075124719032, + "FN": 119105, + "FP": 58100, + "IoU": 0.3582412249569034, + "TN": 113196416, + "TP": 98919, + "n_pred": 157019, + "n_ref": 218024 + }, + "8": { + "Dice": 0.843758850900263, + "FN": 47746, + "FP": 14038, + "IoU": 0.7297429706227144, + "TN": 113243928, + "TP": 166828, + "n_pred": 180866, + "n_ref": 214574 + }, + "9": { + "Dice": 0.4811252688134382, + "FN": 71897, + "FP": 2176, + "IoU": 0.31676428538486373, + "TN": 113364125, + "TP": 34342, + "n_pred": 36518, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8106125747200266, + "FN": 9819, + "FP": 45024, + "IoU": 0.6815378719253014, + "TN": 75024516, + "TP": 117369, + "n_pred": 162393, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7028583809377857, + "FN": 33553, + "FP": 22676, + "IoU": 0.541851691911579, + "TN": 75073997, + "TP": 66502, + "n_pred": 89178, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2107407297273187, + "FN": 48173, + "FP": 4911, + "IoU": 0.11778099084276479, + "TN": 75136557, + "TP": 7087, + "n_pred": 11998, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9158081295658564, + "FN": 5940, + "FP": 17432, + "IoU": 0.8446919355696135, + "TN": 75046240, + "TP": 127116, + "n_pred": 144548, + "n_ref": 133056 + }, + "15": { + "Dice": 0.007756727975493999, + "FN": 73517, + "FP": 1956, + "IoU": 0.003893464259317918, + "TN": 75120960, + "TP": 295, + "n_pred": 2251, + "n_ref": 73812 + }, + "2": { + "Dice": 0.5382159860077333, + "FN": 77690, + "FP": 40064, + "IoU": 0.3681911834141735, + "TN": 75010352, + "TP": 68622, + "n_pred": 108686, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5522336802847505, + "FN": 61485, + "FP": 78026, + "IoU": 0.38143840809431545, + "TN": 74971187, + "TP": 86030, + "n_pred": 164056, + "n_ref": 147515 + }, + "4": { + "Dice": 0.44647446642082916, + "FN": 16972, + "FP": 2842, + "IoU": 0.28739435353353715, + "TN": 75168923, + "TP": 7991, + "n_pred": 10833, + "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": 0.9457850394041085, + "FN": 41963, + "FP": 97282, + "IoU": 0.897146288712794, + "TN": 73842912, + "TP": 1214571, + "n_pred": 1311853, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6521796621417647, + "FN": 21111, + "FP": 118302, + "IoU": 0.48387729716121963, + "TN": 74926612, + "TP": 130703, + "n_pred": 249005, + "n_ref": 151814 + }, + "8": { + "Dice": 0.790118792763296, + "FN": 28270, + "FP": 1730, + "IoU": 0.6530548520278944, + "TN": 75110259, + "TP": 56469, + "n_pred": 58199, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6287385647408538, + "FN": 37680, + "FP": 9031, + "IoU": 0.4585110822591116, + "TN": 75110464, + "TP": 39553, + "n_pred": 48584, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915507475160182, + "FN": 18667, + "FP": 17729, + "IoU": 0.8441805307006653, + "TN": 86694294, + "TP": 197182, + "n_pred": 214911, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5697699683003059, + "FN": 17692, + "FP": 59533, + "IoU": 0.39837645390733945, + "TN": 86799511, + "TP": 51136, + "n_pred": 110669, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.2642610772088087, + "FN": 44903, + "FP": 13330, + "IoU": 0.1522470192601651, + "TN": 86859181, + "TP": 10458, + "n_pred": 23788, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5316878515002763, + "FN": 17857, + "FP": 97389, + "IoU": 0.36210818799227307, + "TN": 86747205, + "TP": 65421, + "n_pred": 162810, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4079197496563624, + "FN": 120809, + "FP": 661, + "IoU": 0.25621808295675813, + "TN": 86764558, + "TP": 41844, + "n_pred": 42505, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6731776038989472, + "FN": 18139, + "FP": 84863, + "IoU": 0.5073607484144976, + "TN": 86718790, + "TP": 106080, + "n_pred": 190943, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5006125686184321, + "FN": 112123, + "FP": 4048, + "IoU": 0.3338780612274153, + "TN": 86753473, + "TP": 58228, + "n_pred": 62276, + "n_ref": 170351 + }, + "4": { + "Dice": 0.45343972730089865, + "FN": 10669, + "FP": 3441, + "IoU": 0.29319240595100937, + "TN": 86907909, + "TP": 5853, + "n_pred": 9294, + "n_ref": 16522 + }, + "5": { + "Dice": 0.08633339020644941, + "FN": 5220, + "FP": 135, + "IoU": 0.04511412268188302, + "TN": 86922264, + "TP": 253, + "n_pred": 388, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9119693594718541, + "FN": 43306, + "FP": 175043, + "IoU": 0.8381835267333747, + "TN": 85578510, + "TP": 1131013, + "n_pred": 1306056, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7835391766231107, + "FN": 323036, + "FP": 63823, + "IoU": 0.6441137779086133, + "TN": 85840842, + "TP": 700171, + "n_pred": 763994, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8538165803295851, + "FN": 7084, + "FP": 9114, + "IoU": 0.7449214197978017, + "TN": 86864370, + "TP": 47304, + "n_pred": 56418, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5712344811431248, + "FN": 26374, + "FP": 10234, + "IoU": 0.3998098173590845, + "TN": 86866878, + "TP": 24386, + "n_pred": 34620, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7848643475317612, + "FN": 21217, + "FP": 15648, + "IoU": 0.6459067725792663, + "TN": 37645489, + "TP": 67246, + "n_pred": 82894, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0352114462568812, + "FN": 57856, + "FP": 18206, + "IoU": 0.01792123950936088, + "TN": 37672150, + "TP": 1388, + "n_pred": 19594, + "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": 0.42339146221622614, + "FN": 32175, + "FP": 2444, + "IoU": 0.268545711931374, + "TN": 37702271, + "TP": 12710, + "n_pred": 15154, + "n_ref": 44885 + }, + "14": { + "Dice": 0.26818480228648733, + "FN": 19390, + "FP": 422038, + "IoU": 0.15485763298564842, + "TN": 37227288, + "TP": 80884, + "n_pred": 502922, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3216, + "IoU": 0.0, + "TN": 37746384, + "TP": 0, + "n_pred": 3216, + "n_ref": 0 + }, + "2": { + "Dice": 0.30349140007020353, + "FN": 81643, + "FP": 3680, + "IoU": 0.17889175456155207, + "TN": 37645688, + "TP": 18589, + "n_pred": 22269, + "n_ref": 100232 + }, + "3": { + "Dice": 0.46890042950489913, + "FN": 51635, + "FP": 32326, + "IoU": 0.3062507746333402, + "TN": 37628575, + "TP": 37064, + "n_pred": 69390, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 266, + "IoU": 0.0, + "TN": 37737640, + "TP": 0, + "n_pred": 266, + "n_ref": 11694 + }, + "5": { + "Dice": 0.32764672271651296, + "FN": 8042, + "FP": 195, + "IoU": 0.19591956267083172, + "TN": 37739356, + "TP": 2007, + "n_pred": 2202, + "n_ref": 10049 + }, + "6": { + "Dice": 0.884525221692868, + "FN": 146734, + "FP": 8826, + "IoU": 0.7929585131770007, + "TN": 36998253, + "TP": 595787, + "n_pred": 604613, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6906335521150166, + "FN": 118794, + "FP": 84121, + "IoU": 0.5274562772175776, + "TN": 37320190, + "TP": 226495, + "n_pred": 310616, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8586701268661453, + "FN": 17205, + "FP": 2836, + "IoU": 0.7523417612021452, + "TN": 37668678, + "TP": 60881, + "n_pred": 63717, + "n_ref": 78086 + }, + "9": { + "Dice": 0.72679629270879, + "FN": 19130, + "FP": 7665, + "IoU": 0.5708405407136908, + "TN": 37687164, + "TP": 35641, + "n_pred": 43306, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.899349484701315, + "FN": 21270, + "FP": 18293, + "IoU": 0.8171072217753492, + "TN": 75690370, + "TP": 176755, + "n_pred": 195048, + "n_ref": 198025 + }, + "10": { + "Dice": 0.600121708703259, + "FN": 58886, + "FP": 14710, + "IoU": 0.4286956319233665, + "TN": 75777867, + "TP": 55225, + "n_pred": 69935, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.35333384192859324, + "FN": 32238, + "FP": 1668, + "IoU": 0.21457527392341727, + "TN": 75863519, + "TP": 9263, + "n_pred": 10931, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8791374740197033, + "FN": 13070, + "FP": 17343, + "IoU": 0.7843401430972253, + "TN": 75765665, + "TP": 110610, + "n_pred": 127953, + "n_ref": 123680 + }, + "15": { + "Dice": 0.46194245106124576, + "FN": 130976, + "FP": 161, + "IoU": 0.3003414608120365, + "TN": 75719258, + "TP": 56293, + "n_pred": 56454, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6654007019786582, + "FN": 13656, + "FP": 166423, + "IoU": 0.4985771406932193, + "TN": 75547552, + "TP": 179057, + "n_pred": 345480, + "n_ref": 192713 + }, + "3": { + "Dice": 0.3806140716657313, + "FN": 190537, + "FP": 7018, + "IoU": 0.2350360497804487, + "TN": 75648434, + "TP": 60699, + "n_pred": 67717, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6300801342192984, + "FN": 15906, + "FP": 851, + "IoU": 0.4599394095655537, + "TN": 75875660, + "TP": 14271, + "n_pred": 15122, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6644393824348266, + "FN": 3066, + "FP": 3563, + "IoU": 0.49749848392965434, + "TN": 75893496, + "TP": 6563, + "n_pred": 10126, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9552912506034992, + "FN": 86433, + "FP": 65251, + "IoU": 0.9144091605965244, + "TN": 74134489, + "TP": 1620515, + "n_pred": 1685766, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7596757773844769, + "FN": 86804, + "FP": 31467, + "IoU": 0.6124816104796511, + "TN": 75601487, + "TP": 186930, + "n_pred": 218397, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8807303151782442, + "FN": 16061, + "FP": 4438, + "IoU": 0.7868794510578573, + "TN": 75810503, + "TP": 75686, + "n_pred": 80124, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5371195180099428, + "FN": 48683, + "FP": 1409, + "IoU": 0.36716568757501106, + "TN": 75827533, + "TP": 29063, + "n_pred": 30472, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8966436343589935, + "FN": 11284, + "FP": 8027, + "IoU": 0.8126509822944458, + "TN": 61284675, + "TP": 83764, + "n_pred": 91791, + "n_ref": 95048 + }, + "10": { + "Dice": 0.4647609696591019, + "FN": 46812, + "FP": 25145, + "IoU": 0.3027287350530049, + "TN": 61284552, + "TP": 31241, + "n_pred": 56386, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.19480414045057845, + "FN": 34656, + "FP": 5016, + "IoU": 0.1079130219693733, + "TN": 61343279, + "TP": 4799, + "n_pred": 9815, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8317887486869923, + "FN": 3902, + "FP": 21400, + "IoU": 0.7120191213293877, + "TN": 61299890, + "TP": 62558, + "n_pred": 83958, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5902956662616444, + "FN": 24513, + "FP": 776, + "IoU": 0.4187372147010826, + "TN": 61344243, + "TP": 18218, + "n_pred": 18994, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8951076320939335, + "FN": 9666, + "FP": 19278, + "IoU": 0.8101310662415869, + "TN": 61235308, + "TP": 123498, + "n_pred": 142776, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8612246200996041, + "FN": 25712, + "FP": 9064, + "IoU": 0.7562726023941017, + "TN": 61245066, + "TP": 107908, + "n_pred": 116972, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5258279489868408, + "FN": 11204, + "FP": 2813, + "IoU": 0.3566937445500023, + "TN": 61365961, + "TP": 7772, + "n_pred": 10585, + "n_ref": 18976 + }, + "5": { + "Dice": 0.005468412721254857, + "FN": 27619, + "FP": 25, + "IoU": 0.0027417027417027417, + "TN": 61360030, + "TP": 76, + "n_pred": 101, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8905915987987043, + "FN": 179786, + "FP": 20434, + "IoU": 0.8027626236058326, + "TN": 60372628, + "TP": 814902, + "n_pred": 835336, + "n_ref": 994688 + }, + "7": { + "Dice": 0.48795751830073203, + "FN": 98812, + "FP": 71862, + "IoU": 0.32271415929554714, + "TN": 61135753, + "TP": 81323, + "n_pred": 153185, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7661814202133984, + "FN": 88444, + "FP": 7911, + "IoU": 0.6209838567562465, + "TN": 61133526, + "TP": 157869, + "n_pred": 165780, + "n_ref": 246313 + }, + "9": { + "Dice": 0.529164697384496, + "FN": 50047, + "FP": 2752, + "IoU": 0.3597715505220143, + "TN": 61305281, + "TP": 29670, + "n_pred": 32422, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692024946849291, + "FN": 7267, + "FP": 4061, + "IoU": 0.9402452855070552, + "TN": 39559225, + "TP": 178247, + "n_pred": 182308, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5565826603094288, + "FN": 28952, + "FP": 7504, + "IoU": 0.3856006471619253, + "TN": 39689464, + "TP": 22880, + "n_pred": 30384, + "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": 0.4809723367484101, + "FN": 22521, + "FP": 23428, + "IoU": 0.3166317167120272, + "TN": 39681561, + "TP": 21290, + "n_pred": 44718, + "n_ref": 43811 + }, + "14": { + "Dice": 0.1170353271539569, + "FN": 28415, + "FP": 45792, + "IoU": 0.06215481832543444, + "TN": 39669675, + "TP": 4918, + "n_pred": 50710, + "n_ref": 33333 + }, + "15": { + "Dice": 0.11614934923533057, + "FN": 48249, + "FP": 4516, + "IoU": 0.06165528524683454, + "TN": 39692568, + "TP": 3467, + "n_pred": 7983, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6905328099288658, + "FN": 50914, + "FP": 9079, + "IoU": 0.5273387643193672, + "TN": 39621874, + "TP": 66933, + "n_pred": 76012, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7964883765005187, + "FN": 10298, + "FP": 53057, + "IoU": 0.6618036427305533, + "TN": 39561468, + "TP": 123977, + "n_pred": 177034, + "n_ref": 134275 + }, + "4": { + "Dice": 0.4130462642573369, + "FN": 17327, + "FP": 993, + "IoU": 0.2602761850924655, + "TN": 39724034, + "TP": 6446, + "n_pred": 7439, + "n_ref": 23773 + }, + "5": { + "Dice": 0.3263211903540277, + "FN": 5252, + "FP": 0, + "IoU": 0.19497240956468423, + "TN": 39742276, + "TP": 1272, + "n_pred": 1272, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9669389722743381, + "FN": 37395, + "FP": 23505, + "IoU": 0.9359940471310829, + "TN": 38797326, + "TP": 890574, + "n_pred": 914079, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7764476254544044, + "FN": 251931, + "FP": 24555, + "IoU": 0.6345847072895121, + "TN": 38992165, + "TP": 480149, + "n_pred": 504704, + "n_ref": 732080 + }, + "8": { + "Dice": 0.856032836960672, + "FN": 4695, + "FP": 10387, + "IoU": 0.7483019308756529, + "TN": 39688879, + "TP": 44839, + "n_pred": 55226, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7322201607915894, + "FN": 15581, + "FP": 3471, + "IoU": 0.577560975609756, + "TN": 39703700, + "TP": 26048, + "n_pred": 29519, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8867459793615274, + "FN": 14333, + "FP": 6772, + "IoU": 0.7965351689032855, + "TN": 101292880, + "TP": 82623, + "n_pred": 89395, + "n_ref": 96956 + }, + "10": { + "Dice": 0.40548097519498993, + "FN": 57593, + "FP": 15125, + "IoU": 0.2542967307928955, + "TN": 101299092, + "TP": 24798, + "n_pred": 39923, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.2171342374981481, + "FN": 41884, + "FP": 16243, + "IoU": 0.12178944823835136, + "TN": 101330420, + "TP": 8061, + "n_pred": 24304, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9485721046482394, + "FN": 15212, + "FP": 2175, + "IoU": 0.9021751361569968, + "TN": 101218872, + "TP": 160349, + "n_pred": 162524, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6746499367858592, + "FN": 12733, + "FP": 906, + "IoU": 0.5090352771778258, + "TN": 101368828, + "TP": 14141, + "n_pred": 15047, + "n_ref": 26874 + }, + "2": { + "Dice": 0.38599686651617887, + "FN": 137023, + "FP": 5236, + "IoU": 0.23915496724160984, + "TN": 101209633, + "TP": 44716, + "n_pred": 49952, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4635745445577952, + "FN": 85404, + "FP": 103841, + "IoU": 0.30172277015832955, + "TN": 101125591, + "TP": 81772, + "n_pred": 185613, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5500109433136353, + "FN": 5120, + "FP": 3104, + "IoU": 0.3793207547169811, + "TN": 101383358, + "TP": 5026, + "n_pred": 8130, + "n_ref": 10146 + }, + "5": { + "Dice": 0.10401402868192847, + "FN": 36351, + "FP": 948, + "IoU": 0.05486012568416785, + "TN": 101357144, + "TP": 2165, + "n_pred": 3113, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9628433260922841, + "FN": 93938, + "FP": 40094, + "IoU": 0.9283489662796652, + "TN": 99525986, + "TP": 1736590, + "n_pred": 1776684, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7042866608217271, + "FN": 197938, + "FP": 22985, + "IoU": 0.543551292964521, + "TN": 100912604, + "TP": 263081, + "n_pred": 286066, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6663466016294511, + "FN": 116925, + "FP": 22069, + "IoU": 0.4996400132475125, + "TN": 101118820, + "TP": 138794, + "n_pred": 160863, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5674241331399807, + "FN": 49251, + "FP": 7724, + "IoU": 0.3960866200990005, + "TN": 101302265, + "TP": 37368, + "n_pred": 45092, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5240975735924088, + "FN": 135942, + "FP": 11257, + "IoU": 0.35510313162644797, + "TN": 73655252, + "TP": 81053, + "n_pred": 92310, + "n_ref": 216995 + }, + "10": { + "Dice": 0.06398136117209552, + "FN": 70843, + "FP": 75394, + "IoU": 0.033047905577412634, + "TN": 73732269, + "TP": 4998, + "n_pred": 80392, + "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": 0.0054505772862457735, + "FN": 60998, + "FP": 26951, + "IoU": 0.0027327361378841138, + "TN": 73795314, + "TP": 241, + "n_pred": 27192, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6379800853485064, + "FN": 32073, + "FP": 46313, + "IoU": 0.46840731070496083, + "TN": 73736049, + "TP": 69069, + "n_pred": 115382, + "n_ref": 101142 + }, + "15": { + "Dice": 0.35089161713238154, + "FN": 174802, + "FP": 467, + "IoU": 0.21277656506858544, + "TN": 73660862, + "TP": 47373, + "n_pred": 47840, + "n_ref": 222175 + }, + "2": { + "Dice": 0.06558496027895196, + "FN": 183075, + "FP": 44171, + "IoU": 0.03390428575679893, + "TN": 73648283, + "TP": 7975, + "n_pred": 52146, + "n_ref": 191050 + }, + "3": { + "Dice": 0.632837780800075, + "FN": 86326, + "FP": 31109, + "IoU": 0.46288419319429197, + "TN": 73664864, + "TP": 101205, + "n_pred": 132314, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1266, + "IoU": 0.0, + "TN": 73834350, + "TP": 0, + "n_pred": 1266, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 725, + "IoU": 0.0, + "TN": 73867651, + "TP": 0, + "n_pred": 725, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6566369872433744, + "FN": 307202, + "FP": 1150808, + "IoU": 0.4888008535354368, + "TN": 71031367, + "TP": 1394127, + "n_pred": 2544935, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1162428085874787, + "FN": 134876, + "FP": 438716, + "IoU": 0.061707957436019076, + "TN": 73272189, + "TP": 37723, + "n_pred": 476439, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7198139004445135, + "FN": 23904, + "FP": 19336, + "IoU": 0.5622728607149003, + "TN": 73784721, + "TP": 55543, + "n_pred": 74879, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5596498541058774, + "FN": 43190, + "FP": 30758, + "IoU": 0.3885512531110725, + "TN": 73762565, + "TP": 46991, + "n_pred": 77749, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.93917745271582, + "FN": 17295, + "FP": 4730, + "IoU": 0.8853294597859136, + "TN": 69303704, + "TP": 170047, + "n_pred": 174777, + "n_ref": 187342 + }, + "10": { + "Dice": 0.4638329604772558, + "FN": 34196, + "FP": 42737, + "IoU": 0.30194174757281556, + "TN": 69385566, + "TP": 33277, + "n_pred": 76014, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5375288136663614, + "FN": 43772, + "FP": 14812, + "IoU": 0.36754831048256503, + "TN": 69403146, + "TP": 34046, + "n_pred": 48858, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8572658647198111, + "FN": 33554, + "FP": 5567, + "IoU": 0.7501883756273866, + "TN": 69339174, + "TP": 117481, + "n_pred": 123048, + "n_ref": 151035 + }, + "15": { + "Dice": 0.27075139722624714, + "FN": 78954, + "FP": 2075, + "IoU": 0.1565717021785971, + "TN": 69399705, + "TP": 15042, + "n_pred": 17117, + "n_ref": 93996 + }, + "2": { + "Dice": 0.44087439977358095, + "FN": 104197, + "FP": 12360, + "IoU": 0.28277029105901175, + "TN": 69333266, + "TP": 45953, + "n_pred": 58313, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7192255740657362, + "FN": 20816, + "FP": 97668, + "IoU": 0.561555227448499, + "TN": 69225539, + "TP": 151753, + "n_pred": 249421, + "n_ref": 172569 + }, + "4": { + "Dice": 0.31073455958814206, + "FN": 28005, + "FP": 12428, + "IoU": 0.18394655579550728, + "TN": 69446229, + "TP": 9114, + "n_pred": 21542, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5891632373113854, + "FN": 10503, + "FP": 1477, + "IoU": 0.41759844433641224, + "TN": 69475206, + "TP": 8590, + "n_pred": 10067, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9386705231221792, + "FN": 117127, + "FP": 57001, + "IoU": 0.884428957804437, + "TN": 67989101, + "TP": 1332547, + "n_pred": 1389548, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7560268051820301, + "FN": 48602, + "FP": 122037, + "IoU": 0.6077516849490148, + "TN": 69060748, + "TP": 264389, + "n_pred": 386426, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6944439887797116, + "FN": 25184, + "FP": 30697, + "IoU": 0.5319143589485852, + "TN": 69376394, + "TP": 63501, + "n_pred": 94198, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4918811813245726, + "FN": 51697, + "FP": 7540, + "IoU": 0.3261554562103994, + "TN": 69407867, + "TP": 28672, + "n_pred": 36212, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8990094300603855, + "FN": 28521, + "FP": 10547, + "IoU": 0.8165459855934034, + "TN": 50620594, + "TP": 173890, + "n_pred": 184437, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6221460512578059, + "FN": 28467, + "FP": 29076, + "IoU": 0.4515326546951847, + "TN": 50728636, + "TP": 47373, + "n_pred": 76449, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4071567483469467, + "FN": 29944, + "FP": 23403, + "IoU": 0.2556163313147099, + "TN": 50761886, + "TP": 18319, + "n_pred": 41722, + "n_ref": 48263 + }, + "14": { + "Dice": 0.15646235038460213, + "FN": 46201, + "FP": 2709, + "IoU": 0.0848707106238072, + "TN": 50780106, + "TP": 4536, + "n_pred": 7245, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.3852726333653066, + "FN": 159854, + "FP": 6774, + "IoU": 0.23859918480744274, + "TN": 50614708, + "TP": 52216, + "n_pred": 58990, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6783856572346262, + "FN": 12202, + "FP": 168836, + "IoU": 0.5133007680706292, + "TN": 50461581, + "TP": 190933, + "n_pred": 359769, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6349338559529643, + "FN": 5006, + "FP": 9896, + "IoU": 0.4651304691145329, + "TN": 50805691, + "TP": 12959, + "n_pred": 22855, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6564981195152528, + "FN": 6560, + "FP": 16, + "IoU": 0.488646967340591, + "TN": 50820692, + "TP": 6284, + "n_pred": 6300, + "n_ref": 12844 + }, + "6": { + "Dice": 0.957071265134537, + "FN": 78622, + "FP": 111358, + "IoU": 0.9176765709288837, + "TN": 48525825, + "TP": 2117747, + "n_pred": 2229105, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.571186795577529, + "FN": 63328, + "FP": 184469, + "IoU": 0.39976309975970853, + "TN": 50420720, + "TP": 165035, + "n_pred": 349504, + "n_ref": 228363 + }, + "8": { + "Dice": 0.860651708024877, + "FN": 12766, + "FP": 16429, + "IoU": 0.7553894749189379, + "TN": 50714199, + "TP": 90158, + "n_pred": 106587, + "n_ref": 102924 + }, + "9": { + "Dice": 0.4739362395890913, + "FN": 76964, + "FP": 7737, + "IoU": 0.31056123071914044, + "TN": 50710697, + "TP": 38154, + "n_pred": 45891, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8579625623177499, + "FN": 29533, + "FP": 30867, + "IoU": 0.7512560744584466, + "TN": 76642040, + "TP": 182420, + "n_pred": 213287, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5364745508075166, + "FN": 20680, + "FP": 55836, + "IoU": 0.3665631855623163, + "TN": 76764065, + "TP": 44279, + "n_pred": 100115, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.37856871612524595, + "FN": 31817, + "FP": 4185, + "IoU": 0.2334781127576222, + "TN": 76837892, + "TP": 10966, + "n_pred": 15151, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8324448744458989, + "FN": 15688, + "FP": 10809, + "IoU": 0.7129812170974241, + "TN": 76792542, + "TP": 65821, + "n_pred": 76630, + "n_ref": 81509 + }, + "15": { + "Dice": 0.670698864063793, + "FN": 17726, + "FP": 4161, + "IoU": 0.5045499818906194, + "TN": 76840684, + "TP": 22289, + "n_pred": 26450, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7112353437763812, + "FN": 9116, + "FP": 67847, + "IoU": 0.5518737190236631, + "TN": 76713116, + "TP": 94781, + "n_pred": 162628, + "n_ref": 103897 + }, + "3": { + "Dice": 0.4767323143394049, + "FN": 65191, + "FP": 5537, + "IoU": 0.31296686644584104, + "TN": 76781913, + "TP": 32219, + "n_pred": 37756, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5659278350515464, + "FN": 13903, + "FP": 2939, + "IoU": 0.3946299557887926, + "TN": 76857039, + "TP": 10979, + "n_pred": 13918, + "n_ref": 24882 + }, + "5": { + "Dice": 0.4230046484027297, + "FN": 11478, + "FP": 190, + "IoU": 0.26823455628723736, + "TN": 76868915, + "TP": 4277, + "n_pred": 4467, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9272527959308724, + "FN": 55109, + "FP": 113715, + "IoU": 0.8643721395065229, + "TN": 75640101, + "TP": 1075935, + "n_pred": 1189650, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6128199118155645, + "FN": 22587, + "FP": 152509, + "IoU": 0.4417738670237355, + "TN": 76571195, + "TP": 138569, + "n_pred": 291078, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7967453447317956, + "FN": 10622, + "FP": 23401, + "IoU": 0.6621585391283624, + "TN": 76784153, + "TP": 66684, + "n_pred": 90085, + "n_ref": 77306 + }, + "9": { + "Dice": 0.4135935872157599, + "FN": 67749, + "FP": 358, + "IoU": 0.2607109905020353, + "TN": 76792735, + "TP": 24018, + "n_pred": 24376, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8047294075575158, + "FN": 16559, + "FP": 35861, + "IoU": 0.6732612787813057, + "TN": 130839498, + "TP": 108014, + "n_pred": 143875, + "n_ref": 124573 + }, + "10": { + "Dice": 0.39075986390497225, + "FN": 24831, + "FP": 77235, + "IoU": 0.24282259380702978, + "TN": 130865134, + "TP": 32732, + "n_pred": 109967, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.21500236183278224, + "FN": 67038, + "FP": 16054, + "IoU": 0.12044966180097597, + "TN": 130905461, + "TP": 11379, + "n_pred": 27433, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5843202751048883, + "FN": 554631, + "FP": 2379, + "IoU": 0.4127489182966018, + "TN": 130051428, + "TP": 391494, + "n_pred": 393873, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 1187, + "IoU": 0.0, + "TN": 130973435, + "TP": 0, + "n_pred": 1187, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7253313285143174, + "FN": 76067, + "FP": 32075, + "IoU": 0.5690351890965608, + "TN": 130749002, + "TP": 142788, + "n_pred": 174863, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7193555232700501, + "FN": 106773, + "FP": 30763, + "IoU": 0.5617136811512919, + "TN": 130686128, + "TP": 176268, + "n_pred": 207031, + "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": 0.18697033898305085, + "FN": 21248, + "FP": 242, + "IoU": 0.10312591294186386, + "TN": 130975971, + "TP": 2471, + "n_pred": 2713, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8304818041832679, + "FN": 68863, + "FP": 504366, + "IoU": 0.7101059283676229, + "TN": 129022558, + "TP": 1404145, + "n_pred": 1908511, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.26877139854687626, + "FN": 132709, + "FP": 255569, + "IoU": 0.15524893611466464, + "TN": 130540296, + "TP": 71358, + "n_pred": 326927, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7456920564787244, + "FN": 48389, + "FP": 4563, + "IoU": 0.5945047708023831, + "TN": 130869346, + "TP": 77634, + "n_pred": 82197, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5033983906015895, + "FN": 31852, + "FP": 18197, + "IoU": 0.336360984406492, + "TN": 130924516, + "TP": 25367, + "n_pred": 43564, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.686765633821527, + "FN": 5719, + "FP": 41440, + "IoU": 0.5229574031176346, + "TN": 74327841, + "TP": 51698, + "n_pred": 93138, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6317925113934016, + "FN": 37047, + "FP": 11591, + "IoU": 0.4617665936303477, + "TN": 74336332, + "TP": 41728, + "n_pred": 53319, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2896231563251785, + "FN": 84486, + "FP": 7939, + "IoU": 0.16933294986788416, + "TN": 74315432, + "TP": 18841, + "n_pred": 26780, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9132008061561011, + "FN": 11399, + "FP": 18921, + "IoU": 0.8402663632149029, + "TN": 74236882, + "TP": 159496, + "n_pred": 178417, + "n_ref": 170895 + }, + "15": { + "Dice": 0.272032721098935, + "FN": 18693, + "FP": 173, + "IoU": 0.15742932428207762, + "TN": 74404307, + "TP": 3525, + "n_pred": 3698, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6833084698594489, + "FN": 16610, + "FP": 78070, + "IoU": 0.5189586582868873, + "TN": 74229875, + "TP": 102143, + "n_pred": 180213, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6861663274822101, + "FN": 56511, + "FP": 11804, + "IoU": 0.5222627048119891, + "TN": 74283701, + "TP": 74682, + "n_pred": 86486, + "n_ref": 131193 + }, + "4": { + "Dice": 0.22203777904979966, + "FN": 26581, + "FP": 601, + "IoU": 0.12488329416309842, + "TN": 74395637, + "TP": 3879, + "n_pred": 4480, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 74426696, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9409238811842124, + "FN": 48110, + "FP": 57302, + "IoU": 0.8884383893353315, + "TN": 73481821, + "TP": 839465, + "n_pred": 896767, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6188992614042896, + "FN": 40659, + "FP": 94631, + "IoU": 0.44812028848350355, + "TN": 74181554, + "TP": 109854, + "n_pred": 204485, + "n_ref": 150513 + }, + "8": { + "Dice": 0.842111749192813, + "FN": 9065, + "FP": 3747, + "IoU": 0.7272824027757083, + "TN": 74379719, + "TP": 34167, + "n_pred": 37914, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6473406875550447, + "FN": 12089, + "FP": 11536, + "IoU": 0.47856890615343867, + "TN": 74381390, + "TP": 21683, + "n_pred": 33219, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9292751583391977, + "FN": 8351, + "FP": 11749, + "IoU": 0.867893526125534, + "TN": 106494538, + "TP": 132050, + "n_pred": 143799, + "n_ref": 140401 + }, + "10": { + "Dice": 0.536298562670533, + "FN": 52367, + "FP": 28867, + "IoU": 0.36639887684267997, + "TN": 106518478, + "TP": 46976, + "n_pred": 75843, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.06262526129776091, + "FN": 39490, + "FP": 4007, + "IoU": 0.03232480533926585, + "TN": 106601738, + "TP": 1453, + "n_pred": 5460, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8783349986181679, + "FN": 8281, + "FP": 8888, + "IoU": 0.7830635684773132, + "TN": 106567545, + "TP": 61974, + "n_pred": 70862, + "n_ref": 70255 + }, + "15": { + "Dice": 0.29097805472771604, + "FN": 21728, + "FP": 1825, + "IoU": 0.17025998731769182, + "TN": 106618302, + "TP": 4833, + "n_pred": 6658, + "n_ref": 26561 + }, + "2": { + "Dice": 0.516560542115637, + "FN": 95732, + "FP": 74488, + "IoU": 0.3482181489579225, + "TN": 106385527, + "TP": 90941, + "n_pred": 165429, + "n_ref": 186673 + }, + "3": { + "Dice": 0.46888627574119585, + "FN": 77323, + "FP": 88436, + "IoU": 0.30623869952454297, + "TN": 106407760, + "TP": 73169, + "n_pred": 161605, + "n_ref": 150492 + }, + "4": { + "Dice": 0.4038864811967007, + "FN": 7194, + "FP": 1334, + "IoU": 0.2530437067530875, + "TN": 106635271, + "TP": 2889, + "n_pred": 4223, + "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": 0.960118410008949, + "FN": 63471, + "FP": 36979, + "IoU": 0.9232959014277882, + "TN": 105337110, + "TP": 1209128, + "n_pred": 1246107, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7753178117411799, + "FN": 106151, + "FP": 27554, + "IoU": 0.6330767436435736, + "TN": 106282293, + "TP": 230690, + "n_pred": 258244, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7186823601736703, + "FN": 14917, + "FP": 29013, + "IoU": 0.5608932069889249, + "TN": 106546644, + "TP": 56114, + "n_pred": 85127, + "n_ref": 71031 + }, + "9": { + "Dice": 0.4685175613046792, + "FN": 58345, + "FP": 2320, + "IoU": 0.30592421399478287, + "TN": 106559284, + "TP": 26739, + "n_pred": 29059, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8208966936086441, + "FN": 34442, + "FP": 18053, + "IoU": 0.6962042165083885, + "TN": 107954131, + "TP": 120302, + "n_pred": 138355, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7721508318677552, + "FN": 12430, + "FP": 28121, + "IoU": 0.6288645640753419, + "TN": 108017666, + "TP": 68711, + "n_pred": 96832, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.4381045558591154, + "FN": 53689, + "FP": 7189, + "IoU": 0.28049544385481795, + "TN": 108042317, + "TP": 23733, + "n_pred": 30922, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6231242345531136, + "FN": 16743, + "FP": 11260, + "IoU": 0.4525638769964616, + "TN": 108075775, + "TP": 23150, + "n_pred": 34410, + "n_ref": 39893 + }, + "15": { + "Dice": 0.15501880144991362, + "FN": 24943, + "FP": 0, + "IoU": 0.08402188682016819, + "TN": 108099697, + "TP": 2288, + "n_pred": 2288, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7495955457952707, + "FN": 14098, + "FP": 103689, + "IoU": 0.5994824660729648, + "TN": 107832841, + "TP": 176300, + "n_pred": 279989, + "n_ref": 190398 + }, + "3": { + "Dice": 0.5770577071764954, + "FN": 118138, + "FP": 2206, + "IoU": 0.4055383764238646, + "TN": 107924486, + "TP": 82098, + "n_pred": 84304, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6274183735550598, + "FN": 17840, + "FP": 532, + "IoU": 0.45710824148222573, + "TN": 108093087, + "TP": 15469, + "n_pred": 16001, + "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": 0.9470212224186165, + "FN": 79120, + "FP": 77549, + "IoU": 0.8993735131052272, + "TN": 106569992, + "TP": 1400267, + "n_pred": 1477816, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5970474749992736, + "FN": 61185, + "FP": 202298, + "IoU": 0.42556498837974893, + "TN": 107668246, + "TP": 195199, + "n_pred": 397497, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7391959534222035, + "FN": 8098, + "FP": 16651, + "IoU": 0.5862893249974925, + "TN": 108067106, + "TP": 35073, + "n_pred": 51724, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6253751935208687, + "FN": 32048, + "FP": 3523, + "IoU": 0.45494246180720493, + "TN": 108061667, + "TP": 29690, + "n_pred": 33213, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8019624015686763, + "FN": 21428, + "FP": 29474, + "IoU": 0.6693966889008683, + "TN": 62416193, + "TP": 103065, + "n_pred": 132539, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7168186909905585, + "FN": 14352, + "FP": 21040, + "IoU": 0.5586261940987205, + "TN": 62489974, + "TP": 44794, + "n_pred": 65834, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5983799914736393, + "FN": 20655, + "FP": 7607, + "IoU": 0.4269202692838024, + "TN": 62520844, + "TP": 21054, + "n_pred": 28661, + "n_ref": 41709 + }, + "14": { + "Dice": 0.932814604665578, + "FN": 41417, + "FP": 3673, + "IoU": 0.8740886154774105, + "TN": 62212051, + "TP": 313019, + "n_pred": 316692, + "n_ref": 354436 + }, + "15": { + "Dice": 0.25748092791530436, + "FN": 74801, + "FP": 20583, + "IoU": 0.14776362109326138, + "TN": 62458238, + "TP": 16538, + "n_pred": 37121, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7669829530192958, + "FN": 44228, + "FP": 30378, + "IoU": 0.6220375905567658, + "TN": 62372770, + "TP": 122784, + "n_pred": 153162, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7994081612015604, + "FN": 49968, + "FP": 25410, + "IoU": 0.6658450735444059, + "TN": 62344582, + "TP": 150200, + "n_pred": 175610, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7923293025528276, + "FN": 7263, + "FP": 1238, + "IoU": 0.656080589044421, + "TN": 62545442, + "TP": 16217, + "n_pred": 17455, + "n_ref": 23480 + }, + "5": { + "Dice": 0.06417736289381563, + "FN": 7900, + "FP": 120, + "IoU": 0.033152501506931886, + "TN": 62561865, + "TP": 275, + "n_pred": 395, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9399224948024948, + "FN": 44726, + "FP": 135882, + "IoU": 0.8866545042170062, + "TN": 60976731, + "TP": 1412821, + "n_pred": 1548703, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7591803991738357, + "FN": 41656, + "FP": 50805, + "IoU": 0.6118378519072049, + "TN": 62331958, + "TP": 145741, + "n_pred": 196546, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8004936674608465, + "FN": 9479, + "FP": 20750, + "IoU": 0.6673525981028677, + "TN": 62479286, + "TP": 60645, + "n_pred": 81395, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5984224668458005, + "FN": 25432, + "FP": 6999, + "IoU": 0.4269635126777984, + "TN": 62513565, + "TP": 24164, + "n_pred": 31163, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7339555139432307, + "FN": 109816, + "FP": 14074, + "IoU": 0.5797233209626097, + "TN": 55086466, + "TP": 170892, + "n_pred": 184966, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7400565808351147, + "FN": 12348, + "FP": 32767, + "IoU": 0.5873728689544158, + "TN": 55271912, + "TP": 64221, + "n_pred": 96988, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5082373329482209, + "FN": 31996, + "FP": 12271, + "IoU": 0.3406958386702809, + "TN": 55314106, + "TP": 22875, + "n_pred": 35146, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8854052596089009, + "FN": 13120, + "FP": 8123, + "IoU": 0.7943741590761696, + "TN": 55277939, + "TP": 82066, + "n_pred": 90189, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7594593311494978, + "FN": 31869, + "FP": 3598, + "IoU": 0.6122002689788644, + "TN": 55289791, + "TP": 55990, + "n_pred": 59588, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6743836838017432, + "FN": 19541, + "FP": 150250, + "IoU": 0.5087321840876343, + "TN": 55035630, + "TP": 175827, + "n_pred": 326077, + "n_ref": 195368 + }, + "3": { + "Dice": 0.18649351409629092, + "FN": 164775, + "FP": 1980, + "IoU": 0.1028358682728158, + "TN": 55195379, + "TP": 19114, + "n_pred": 21094, + "n_ref": 183889 + }, + "4": { + "Dice": 0.13012345679012347, + "FN": 6882, + "FP": 164, + "IoU": 0.06958933051630793, + "TN": 55373675, + "TP": 527, + "n_pred": 691, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 73, + "IoU": 0.0, + "TN": 55375535, + "TP": 0, + "n_pred": 73, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9288407989191056, + "FN": 60293, + "FP": 160118, + "IoU": 0.8671360876906282, + "TN": 53722325, + "TP": 1438512, + "n_pred": 1598630, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7600087665837043, + "FN": 48680, + "FP": 31257, + "IoU": 0.6129146288315336, + "TN": 55174738, + "TP": 126573, + "n_pred": 157830, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8638446481003648, + "FN": 8217, + "FP": 4025, + "IoU": 0.7603226501164908, + "TN": 55330171, + "TP": 38835, + "n_pred": 42860, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6694537833471598, + "FN": 20251, + "FP": 10031, + "IoU": 0.5031420742612434, + "TN": 55320301, + "TP": 30665, + "n_pred": 40696, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6861763151025386, + "FN": 132333, + "FP": 10732, + "IoU": 0.522274276975066, + "TN": 110847144, + "TP": 156406, + "n_pred": 167138, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6380187126643623, + "FN": 26255, + "FP": 37310, + "IoU": 0.4684489563821247, + "TN": 111027031, + "TP": 56019, + "n_pred": 93329, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.29562638656223117, + "FN": 49535, + "FP": 12695, + "IoU": 0.17345163304068323, + "TN": 111071326, + "TP": 13059, + "n_pred": 25754, + "n_ref": 62594 + }, + "14": { + "Dice": 0.13824175326586519, + "FN": 38063, + "FP": 0, + "IoU": 0.07425333203619029, + "TN": 111105499, + "TP": 3053, + "n_pred": 3053, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 0, + "IoU": 0.0, + "TN": 111121251, + "TP": 0, + "n_pred": 0, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5704522274066995, + "FN": 13825, + "FP": 200119, + "IoU": 0.399043836339837, + "TN": 110790609, + "TP": 142062, + "n_pred": 342181, + "n_ref": 155887 + }, + "3": { + "Dice": 0.19738382376001487, + "FN": 217498, + "FP": 2593, + "IoU": 0.10949853128009257, + "TN": 110899461, + "TP": 27063, + "n_pred": 29656, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6508572015193512, + "FN": 9328, + "FP": 875, + "IoU": 0.4824227667021762, + "TN": 111126902, + "TP": 9510, + "n_pred": 10385, + "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": 0.9228224055271042, + "FN": 46239, + "FP": 214353, + "IoU": 0.8567040479324828, + "TN": 109328057, + "TP": 1557966, + "n_pred": 1772319, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2599669953323943, + "FN": 303399, + "FP": 125311, + "IoU": 0.14940348524139355, + "TN": 110642604, + "TP": 75301, + "n_pred": 200612, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8094771185614597, + "FN": 9963, + "FP": 23264, + "IoU": 0.6799341122980744, + "TN": 111042802, + "TP": 70586, + "n_pred": 93850, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5242359136125979, + "FN": 34748, + "FP": 3561, + "IoU": 0.3552301607338214, + "TN": 111087200, + "TP": 21106, + "n_pred": 24667, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579700715679896, + "FN": 10779, + "FP": 6017, + "IoU": 0.9193306693306693, + "TN": 96912817, + "TP": 191412, + "n_pred": 197429, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5406798260845407, + "FN": 35478, + "FP": 30654, + "IoU": 0.3705011660558755, + "TN": 97015970, + "TP": 38923, + "n_pred": 69577, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.4278152621710904, + "FN": 34600, + "FP": 10261, + "IoU": 0.2721151349948079, + "TN": 97059393, + "TP": 16771, + "n_pred": 27032, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8913103070175439, + "FN": 22756, + "FP": 4206, + "IoU": 0.8039312646804302, + "TN": 96983512, + "TP": 110551, + "n_pred": 114757, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7141861048873683, + "FN": 30089, + "FP": 654, + "IoU": 0.5554350498170723, + "TN": 97051872, + "TP": 38410, + "n_pred": 39064, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6217577686937018, + "FN": 29896, + "FP": 137396, + "IoU": 0.45112372453164473, + "TN": 96816235, + "TP": 137498, + "n_pred": 274894, + "n_ref": 167394 + }, + "3": { + "Dice": 0.31789640351226, + "FN": 175874, + "FP": 12817, + "IoU": 0.188987410868173, + "TN": 96888364, + "TP": 43970, + "n_pred": 56787, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5264701773990781, + "FN": 9695, + "FP": 3865, + "IoU": 0.35728505071570765, + "TN": 97099927, + "TP": 7538, + "n_pred": 11403, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 2, + "IoU": 0.0, + "TN": 97108565, + "TP": 0, + "n_pred": 2, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9722349166557184, + "FN": 41030, + "FP": 47308, + "IoU": 0.9459699812841748, + "TN": 95486045, + "TP": 1546642, + "n_pred": 1593950, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7692188015951638, + "FN": 84498, + "FP": 60872, + "IoU": 0.6249841991347576, + "TN": 96733388, + "TP": 242267, + "n_pred": 303139, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7218555248469084, + "FN": 33506, + "FP": 17820, + "IoU": 0.56476833322027, + "TN": 97003097, + "TP": 66602, + "n_pred": 84422, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5754270426013584, + "FN": 54903, + "FP": 4924, + "IoU": 0.40392950014446694, + "TN": 97020656, + "TP": 40542, + "n_pred": 45466, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9081204126896215, + "FN": 18412, + "FP": 17753, + "IoU": 0.8317038098739349, + "TN": 78841516, + "TP": 178724, + "n_pred": 196477, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8054871614491734, + "FN": 14007, + "FP": 24150, + "IoU": 0.6743227326266196, + "TN": 78939243, + "TP": 79005, + "n_pred": 103155, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5564435564435565, + "FN": 38182, + "FP": 5330, + "IoU": 0.3854671280276817, + "TN": 78985600, + "TP": 27293, + "n_pred": 32623, + "n_ref": 65475 + }, + "14": { + "Dice": 0.3825556980136388, + "FN": 27584, + "FP": 5645, + "IoU": 0.2365186223376146, + "TN": 79012882, + "TP": 10294, + "n_pred": 15939, + "n_ref": 37878 + }, + "15": { + "Dice": 0.00018871930362576963, + "FN": 38528, + "FP": 3855, + "IoU": 9.436855639700852e-05, + "TN": 79014018, + "TP": 4, + "n_pred": 3859, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7163651458023453, + "FN": 9200, + "FP": 72796, + "IoU": 0.5580754865448979, + "TN": 78870862, + "TP": 103547, + "n_pred": 176343, + "n_ref": 112747 + }, + "3": { + "Dice": 0.49997298027560116, + "FN": 79746, + "FP": 3531, + "IoU": 0.333309316233158, + "TN": 78931494, + "TP": 41634, + "n_pred": 45165, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5190237488700797, + "FN": 5324, + "FP": 529, + "IoU": 0.35046054821884365, + "TN": 79047394, + "TP": 3158, + "n_pred": 3687, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0020149103364900263, + "FN": 4953, + "FP": 0, + "IoU": 0.001008471157724889, + "TN": 79051447, + "TP": 5, + "n_pred": 5, + "n_ref": 4958 + }, + "6": { + "Dice": 0.947087537733076, + "FN": 57239, + "FP": 83708, + "IoU": 0.8994931408580666, + "TN": 77654043, + "TP": 1261415, + "n_pred": 1345123, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8668339511197519, + "FN": 87404, + "FP": 31366, + "IoU": 0.7649663983282278, + "TN": 78551073, + "TP": 386562, + "n_pred": 417928, + "n_ref": 473966 + }, + "8": { + "Dice": 0.5517437648763324, + "FN": 10201, + "FP": 24451, + "IoU": 0.38097109578763083, + "TN": 79000427, + "TP": 21326, + "n_pred": 45777, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5487966899483754, + "FN": 42376, + "FP": 5170, + "IoU": 0.3781666470488223, + "TN": 78979944, + "TP": 28915, + "n_pred": 34085, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531303102132475, + "FN": 11863, + "FP": 9927, + "IoU": 0.9104574518796127, + "TN": 122468592, + "TP": 221558, + "n_pred": 231485, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6451221074507608, + "FN": 42414, + "FP": 32379, + "IoU": 0.4761477849763614, + "TN": 122569165, + "TP": 67982, + "n_pred": 100361, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.08215717360762023, + "FN": 50613, + "FP": 20596, + "IoU": 0.04283832464110974, + "TN": 122637544, + "TP": 3187, + "n_pred": 23783, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8182948024103902, + "FN": 25064, + "FP": 11633, + "IoU": 0.6924694958433897, + "TN": 122592612, + "TP": 82631, + "n_pred": 94264, + "n_ref": 107695 + }, + "15": { + "Dice": 0.5144147660737188, + "FN": 32639, + "FP": 2193, + "IoU": 0.34627078563117, + "TN": 122658658, + "TP": 18450, + "n_pred": 20643, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6083952451708766, + "FN": 46862, + "FP": 69100, + "IoU": 0.437189685548022, + "TN": 122505899, + "TP": 90079, + "n_pred": 159179, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6483200634312333, + "FN": 57572, + "FP": 38233, + "IoU": 0.47964022095126363, + "TN": 122527827, + "TP": 88308, + "n_pred": 126541, + "n_ref": 145880 + }, + "4": { + "Dice": 0.3958646970267219, + "FN": 48646, + "FP": 2720, + "IoU": 0.24677762299288805, + "TN": 122643745, + "TP": 16829, + "n_pred": 19549, + "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": 0.9254855168218371, + "FN": 54078, + "FP": 212703, + "IoU": 0.8613057630311944, + "TN": 120788421, + "TP": 1656738, + "n_pred": 1869441, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5776606352594206, + "FN": 203283, + "FP": 327424, + "IoU": 0.40613418258643225, + "TN": 121818292, + "TP": 362941, + "n_pred": 690365, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8210571415868038, + "FN": 34884, + "FP": 9387, + "IoU": 0.6964350610613219, + "TN": 122566103, + "TP": 101566, + "n_pred": 110953, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6812230010253307, + "FN": 34218, + "FP": 3712, + "IoU": 0.5165566290244462, + "TN": 122633482, + "TP": 40528, + "n_pred": 44240, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_003/summary_cross_val.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..6e6eec009f3059145b69fc41e6cb988c3be2ed89 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_003/summary_cross_val.json @@ -0,0 +1,16596 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2544138335486258, + "FN": 2578.5133333333333, + "FP": 1810.9933333333333, + "IoU": 0.20427028994682392, + "TN": 264656.9033333334, + "TP": 2563.19, + "n_pred": 4374.183333333333, + "n_ref": 5141.703333333333 + }, + "mean": { + "1": { + "Dice": 0.22908097284386741, + "FN": 333.75, + "FP": 706.05, + "IoU": 0.1679898891488329, + "TN": 269672.25, + "TP": 897.55, + "n_pred": 1603.6, + "n_ref": 1231.3 + }, + "10": { + "Dice": 0.38619073766664713, + "FN": 2363.35, + "FP": 3964.2, + "IoU": 0.2848480718377416, + "TN": 262951.0, + "TP": 2331.05, + "n_pred": 6295.25, + "n_ref": 4694.4 + }, + "11": { + "Dice": 0.0, + "FN": 197.45, + "FP": 0.0, + "IoU": 0.0, + "TN": 271412.15, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 197.45 + }, + "12": { + "Dice": 0.0, + "FN": 3.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 271605.85, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3.75 + }, + "13": { + "Dice": 0.0712174397394583, + "FN": 2538.55, + "FP": 888.3, + "IoU": 0.041558269999857775, + "TN": 267864.1, + "TP": 318.65, + "n_pred": 1206.95, + "n_ref": 2857.2 + }, + "14": { + "Dice": 0.6841975307224802, + "FN": 8281.9, + "FP": 173.0, + "IoU": 0.6423892008367736, + "TN": 252962.0, + "TP": 10192.7, + "n_pred": 10365.7, + "n_ref": 18474.6 + }, + "15": { + "Dice": 0.5086623570329443, + "FN": 1351.75, + "FP": 9.45, + "IoU": 0.3929018150051139, + "TN": 270017.15, + "TP": 231.25, + "n_pred": 240.7, + "n_ref": 1583.0 + }, + "2": { + "Dice": 0.48322899997285035, + "FN": 3952.05, + "FP": 5198.2, + "IoU": 0.4112415555592881, + "TN": 254595.95, + "TP": 7863.4, + "n_pred": 13061.6, + "n_ref": 11815.45 + }, + "3": { + "Dice": 0.14584308984979558, + "FN": 9217.65, + "FP": 3522.3, + "IoU": 0.1036871553397343, + "TN": 256928.1, + "TP": 1941.55, + "n_pred": 5463.85, + "n_ref": 11159.2 + }, + "4": { + "Dice": 0.01574910983292249, + "FN": 480.55, + "FP": 132.55, + "IoU": 0.008065081702784206, + "TN": 270985.0, + "TP": 11.5, + "n_pred": 144.05, + "n_ref": 492.05 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 60.0, + "IoU": 0.0, + "TN": 271549.6, + "TP": 0.0, + "n_pred": 60.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.47458109564403195, + "FN": 1321.85, + "FP": 5781.6, + "IoU": 0.42278193979564455, + "TN": 255108.05, + "TP": 9398.1, + "n_pred": 15179.7, + "n_ref": 10719.95 + }, + "7": { + "Dice": 0.20603814745358673, + "FN": 7156.05, + "FP": 6200.75, + "IoU": 0.13865129049896843, + "TN": 253528.8, + "TP": 4724.0, + "n_pred": 10924.75, + "n_ref": 11880.05 + }, + "8": { + "Dice": 0.4276092711217087, + "FN": 700.85, + "FP": 85.3, + "IoU": 0.3352052712172654, + "TN": 270615.2, + "TP": 208.25, + "n_pred": 293.55, + "n_ref": 909.1 + }, + "9": { + "Dice": 0.18380875134909344, + "FN": 778.2, + "FP": 443.2, + "IoU": 0.11473480826035458, + "TN": 270058.35, + "TP": 329.85, + "n_pred": 773.05, + "n_ref": 1108.05 + } + }, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3911, + "IoU": 0.0, + "TN": 171321, + "TP": 0, + "n_pred": 3911, + "n_ref": 0 + }, + "10": { + "Dice": 0.30647603027754416, + "FN": 4212, + "FP": 12280, + "IoU": 0.1809694080254271, + "TN": 155096, + "TP": 3644, + "n_pred": 15924, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10123078443972122, + "FN": 11789, + "FP": 6394, + "IoU": 0.05331389597542563, + "TN": 156025, + "TP": 1024, + "n_pred": 7418, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4900702719217843, + "FN": 6336, + "FP": 340, + "IoU": 0.3245649534601376, + "TN": 165348, + "TP": 3208, + "n_pred": 3548, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2134, + "IoU": 0.0, + "TN": 173098, + "TP": 0, + "n_pred": 2134, + "n_ref": 0 + }, + "4": { + "Dice": 0.04724732949876746, + "FN": 6625, + "FP": 2651, + "IoU": 0.02419524510835262, + "TN": 165726, + "TP": 230, + "n_pred": 2881, + "n_ref": 6855 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 174289, + "TP": 0, + "n_pred": 943, + "n_ref": 0 + }, + "6": { + "Dice": 0.7633689839572193, + "FN": 10864, + "FP": 464, + "IoU": 0.6172972972972973, + "TN": 145632, + "TP": 18272, + "n_pred": 18736, + "n_ref": 29136 + }, + "7": { + "Dice": 0.2847560315914746, + "FN": 623, + "FP": 5988, + "IoU": 0.1660148858332282, + "TN": 167305, + "TP": 1316, + "n_pred": 7304, + "n_ref": 1939 + }, + "8": { + "Dice": 0.22764227642276422, + "FN": 0, + "FP": 570, + "IoU": 0.12844036697247707, + "TN": 174578, + "TP": 84, + "n_pred": 654, + "n_ref": 84 + }, + "9": { + "Dice": 0.12005428541601419, + "FN": 7998, + "FP": 431, + "IoU": 0.06386050644158152, + "TN": 166228, + "TP": 575, + "n_pred": 1006, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9892106011861773, + "FN": 847, + "FP": 2604, + "IoU": 0.9786515394275321, + "TN": 13581, + "TP": 158200, + "n_pred": 160804, + "n_ref": 159047 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.7621979024167806, + "FN": 30846, + "FP": 6702, + "IoU": 0.6157671762755572, + "TN": 77510, + "TP": 60174, + "n_pred": 66876, + "n_ref": 91020 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30503, + "IoU": 0.0, + "TN": 144729, + "TP": 0, + "n_pred": 30503, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9461905959265778, + "FN": 384, + "FP": 472, + "IoU": 0.8978764018134097, + "TN": 166850, + "TP": 7526, + "n_pred": 7998, + "n_ref": 7910 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 1289, + "IoU": 0.0, + "TN": 349175, + "TP": 0, + "n_pred": 1289, + "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": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 349894, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7641607138115092, + "FN": 2733, + "FP": 6148, + "IoU": 0.618333404959388, + "TN": 327195, + "TP": 14388, + "n_pred": 20536, + "n_ref": 17121 + }, + "10": { + "Dice": 0.6499687214282277, + "FN": 12550, + "FP": 1998, + "IoU": 0.48144715736945287, + "TN": 322409, + "TP": 13507, + "n_pred": 15505, + "n_ref": 26057 + }, + "11": { + "Dice": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 349085, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1014, + "FP": 2371, + "IoU": 0.0, + "TN": 347079, + "TP": 0, + "n_pred": 2371, + "n_ref": 1014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 17313, + "IoU": 0.0, + "TN": 333151, + "TP": 0, + "n_pred": 17313, + "n_ref": 0 + }, + "3": { + "Dice": 0.018175501471959628, + "FN": 106933, + "FP": 457, + "IoU": 0.009171095364629466, + "TN": 242080, + "TP": 994, + "n_pred": 1451, + "n_ref": 107927 + }, + "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": 0.7224747164557999, + "FN": 5410, + "FP": 8146, + "IoU": 0.5655267459376302, + "TN": 319263, + "TP": 17645, + "n_pred": 25791, + "n_ref": 23055 + }, + "7": { + "Dice": 0.4581940361192776, + "FN": 47601, + "FP": 49152, + "IoU": 0.29718009065550904, + "TN": 212800, + "TP": 40911, + "n_pred": 90063, + "n_ref": 88512 + }, + "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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.670033997085964, + "FN": 3149, + "FP": 248, + "IoU": 0.5037978381536664, + "TN": 168386, + "TP": 3449, + "n_pred": 3697, + "n_ref": 6598 + }, + "10": { + "Dice": 0.08121639161876507, + "FN": 4955, + "FP": 0, + "IoU": 0.04232701971395439, + "TN": 170058, + "TP": 219, + "n_pred": 219, + "n_ref": 5174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 70782, + "IoU": 0.0, + "TN": 104450, + "TP": 0, + "n_pred": 70782, + "n_ref": 0 + }, + "3": { + "Dice": 0.47129478827361565, + "FN": 72344, + "FP": 372, + "IoU": 0.30829671061392994, + "TN": 70106, + "TP": 32410, + "n_pred": 32782, + "n_ref": 104754 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2953, + "IoU": 0.0, + "TN": 172279, + "TP": 0, + "n_pred": 2953, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 174662, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 35256, + "IoU": 0.0, + "TN": 315208, + "TP": 0, + "n_pred": 35256, + "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": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 6914, + "IoU": 0.0, + "TN": 343550, + "TP": 0, + "n_pred": 6914, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 29295, + "IoU": 0.0, + "TN": 321169, + "TP": 0, + "n_pred": 29295, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0063545534586379815, + "FN": 3596, + "FP": 22361, + "IoU": 0.003187403993855607, + "TN": 324424, + "TP": 83, + "n_pred": 22444, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.031232146257855645, + "FN": 17213, + "FP": 3135, + "IoU": 0.015863803443606113, + "TN": 329788, + "TP": 328, + "n_pred": 3463, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 347777, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04359591100420926, + "FN": 371, + "FP": 5991, + "IoU": 0.022283694482864606, + "TN": 343957, + "TP": 145, + "n_pred": 6136, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23577, + "IoU": 0.0, + "TN": 326887, + "TP": 0, + "n_pred": 23577, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 222, + "IoU": 0.0, + "TN": 336876, + "TP": 0, + "n_pred": 222, + "n_ref": 13366 + }, + "9": { + "Dice": 0.503521686172748, + "FN": 2751, + "FP": 6624, + "IoU": 0.33647108783353386, + "TN": 336335, + "TP": 4754, + "n_pred": 11378, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1245, + "IoU": 0.0, + "TN": 349219, + "TP": 0, + "n_pred": 1245, + "n_ref": 0 + }, + "10": { + "Dice": 0.7552259253135555, + "FN": 5779, + "FP": 4584, + "IoU": 0.6067172675521821, + "TN": 324114, + "TP": 15987, + "n_pred": 20571, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3768037448257186, + "FN": 11718, + "FP": 4391, + "IoU": 0.23213689880356547, + "TN": 329485, + "TP": 4870, + "n_pred": 9261, + "n_ref": 16588 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7397593839626964, + "FN": 37995, + "FP": 3472, + "IoU": 0.5869985259551412, + "TN": 250060, + "TP": 58937, + "n_pred": 62409, + "n_ref": 96932 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35027, + "IoU": 0.0, + "TN": 315437, + "TP": 0, + "n_pred": 35027, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 299, + "FP": 0, + "IoU": 0.0, + "TN": 350165, + "TP": 0, + "n_pred": 0, + "n_ref": 299 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 350295, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "6": { + "Dice": 0.9248932573000544, + "FN": 2467, + "FP": 154, + "IoU": 0.8602803987419372, + "TN": 331705, + "TP": 16138, + "n_pred": 16292, + "n_ref": 18605 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8713615023474178, + "FN": 188, + "FP": 908, + "IoU": 0.7720465890183028, + "TN": 345656, + "TP": 3712, + "n_pred": 4620, + "n_ref": 3900 + }, + "9": { + "Dice": 0.29546778515670513, + "FN": 4815, + "FP": 1232, + "IoU": 0.17334244702665755, + "TN": 343149, + "TP": 1268, + "n_pred": 2500, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2431, + "IoU": 0.0, + "TN": 172801, + "TP": 0, + "n_pred": 2431, + "n_ref": 0 + }, + "10": { + "Dice": 0.5596684943275134, + "FN": 15258, + "FP": 2169, + "IoU": 0.38856922321240617, + "TN": 146730, + "TP": 11075, + "n_pred": 13244, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0008847600088476001, + "FN": 4387, + "FP": 130, + "IoU": 0.0004425757911042266, + "TN": 170713, + "TP": 2, + "n_pred": 132, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8544622166958684, + "FN": 3264, + "FP": 4461, + "IoU": 0.7459048746792974, + "TN": 144830, + "TP": 22677, + "n_pred": 27138, + "n_ref": 25941 + }, + "7": { + "Dice": 0.6622822157222535, + "FN": 11690, + "FP": 6899, + "IoU": 0.4950836592785745, + "TN": 138416, + "TP": 18227, + "n_pred": 25126, + "n_ref": 29917 + }, + "8": { + "Dice": 0.6114333057166529, + "FN": 463, + "FP": 6, + "IoU": 0.4403341288782816, + "TN": 174394, + "TP": 369, + "n_pred": 375, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.7306157849089332, + "FN": 917, + "FP": 636, + "IoU": 0.5755670948346543, + "TN": 171573, + "TP": 2106, + "n_pred": 2742, + "n_ref": 3023 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0595880823835233, + "FN": 4647, + "FP": 56, + "IoU": 0.03070898598516076, + "TN": 170380, + "TP": 149, + "n_pred": 205, + "n_ref": 4796 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04319041614123581, + "FN": 350, + "FP": 17860, + "IoU": 0.022071854357982923, + "TN": 156611, + "TP": 411, + "n_pred": 18271, + "n_ref": 761 + }, + "7": { + "Dice": 0.44911104364927473, + "FN": 83207, + "FP": 267, + "IoU": 0.28958297872340427, + "TN": 57732, + "TP": 34026, + "n_pred": 34293, + "n_ref": 117233 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.1267195523334942, + "FN": 161053, + "FP": 0, + "IoU": 0.06764579883986152, + "TN": 2494, + "TP": 11685, + "n_pred": 11685, + "n_ref": 172738 + }, + "15": { + "Dice": 0.7963231736816643, + "FN": 359, + "FP": 62, + "IoU": 0.6615755627009646, + "TN": 173988, + "TP": 823, + "n_pred": 885, + "n_ref": 1182 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 66548, + "IoU": 0.0, + "TN": 108684, + "TP": 0, + "n_pred": 66548, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8211, + "IoU": 0.0, + "TN": 167021, + "TP": 0, + "n_pred": 8211, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22677925211097708, + "FN": 634, + "FP": 7, + "IoU": 0.12789115646258503, + "TN": 349729, + "TP": 94, + "n_pred": 101, + "n_ref": 728 + }, + "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": 4408, + "IoU": 0.0, + "TN": 346056, + "TP": 0, + "n_pred": 4408, + "n_ref": 0 + }, + "3": { + "Dice": 0.6772744290527892, + "FN": 5076, + "FP": 96, + "IoU": 0.512029436739315, + "TN": 339865, + "TP": 5427, + "n_pred": 5523, + "n_ref": 10503 + }, + "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": 561, + "IoU": 0.0, + "TN": 349903, + "TP": 0, + "n_pred": 561, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9366624386477692, + "FN": 3738, + "FP": 856, + "IoU": 0.8808702642429271, + "TN": 136669, + "TP": 33969, + "n_pred": 34825, + "n_ref": 37707 + }, + "15": { + "Dice": 0.22100154038422415, + "FN": 26676, + "FP": 127, + "IoU": 0.1242280673092632, + "TN": 144627, + "TP": 3802, + "n_pred": 3929, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17167381974248927, + "FN": 159, + "FP": 34, + "IoU": 0.09389671361502347, + "TN": 350251, + "TP": 20, + "n_pred": 54, + "n_ref": 179 + }, + "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": 0.9388628974704623, + "FN": 617, + "FP": 154, + "IoU": 0.8847705873561501, + "TN": 343773, + "TP": 5920, + "n_pred": 6074, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "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": 0.9803308485941524, + "FN": 3070, + "FP": 1107, + "IoU": 0.9614205227671562, + "TN": 242194, + "TP": 104093, + "n_pred": 105200, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 350408, + "TP": 0, + "n_pred": 56, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 700831, + "TP": 0, + "n_pred": 97, + "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": 0.9349415440110792, + "FN": 3247, + "FP": 793, + "IoU": 0.8778312014273186, + "TN": 667859, + "TP": 29029, + "n_pred": 29822, + "n_ref": 32276 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1817, + "IoU": 0.0, + "TN": 699111, + "TP": 0, + "n_pred": 1817, + "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": 88, + "IoU": 0.0, + "TN": 700840, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "6": { + "Dice": 0.8910472972972973, + "FN": 257, + "FP": 1, + "IoU": 0.8035034272658035, + "TN": 699615, + "TP": 1055, + "n_pred": 1056, + "n_ref": 1312 + }, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.20489410629826116, + "FN": 1589.6199999999997, + "FP": 2016.6, + "IoU": 0.17560639993256302, + "TN": 280711.11666666664, + "TP": 4815.463333333333, + "n_pred": 6832.063333333333, + "n_ref": 6405.083333333333 + }, + "mean": { + "1": { + "Dice": 0.1225621277423623, + "FN": 381.95, + "FP": 3431.4, + "IoU": 0.1001628649828015, + "TN": 284988.9, + "TP": 330.55, + "n_pred": 3761.95, + "n_ref": 712.5 + }, + "10": { + "Dice": 0.15794053251138995, + "FN": 274.5, + "FP": 873.0, + "IoU": 0.10749039570616248, + "TN": 287841.55, + "TP": 143.75, + "n_pred": 1016.75, + "n_ref": 418.25 + }, + "11": { + "Dice": 0.0, + "FN": 241.85, + "FP": 0.0, + "IoU": 0.0, + "TN": 288890.95, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 241.85 + }, + "12": { + "Dice": 0.0, + "FN": 216.05, + "FP": 0.0, + "IoU": 0.0, + "TN": 288916.75, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 216.05 + }, + "13": { + "Dice": 0.14798042768806738, + "FN": 230.5, + "FP": 725.5, + "IoU": 0.1068638530808227, + "TN": 287935.65, + "TP": 241.15, + "n_pred": 966.65, + "n_ref": 471.65 + }, + "14": { + "Dice": 0.46429446706286814, + "FN": 413.6, + "FP": 1698.55, + "IoU": 0.43455412699325646, + "TN": 280196.6, + "TP": 6824.05, + "n_pred": 8522.6, + "n_ref": 7237.65 + }, + "15": { + "Dice": 0.009626675957828448, + "FN": 95.0, + "FP": 2358.25, + "IoU": 0.0048838609998166915, + "TN": 286660.9, + "TP": 18.65, + "n_pred": 2376.9, + "n_ref": 113.65 + }, + "2": { + "Dice": 0.443617586756331, + "FN": 1772.05, + "FP": 5431.7, + "IoU": 0.3943558337643366, + "TN": 272017.95, + "TP": 9911.1, + "n_pred": 15342.8, + "n_ref": 11683.15 + }, + "3": { + "Dice": 0.3657138014779827, + "FN": 5956.85, + "FP": 915.45, + "IoU": 0.3130275265674325, + "TN": 277278.15, + "TP": 4982.35, + "n_pred": 5897.8, + "n_ref": 10939.2 + }, + "4": { + "Dice": 0.0, + "FN": 215.7, + "FP": 131.85, + "IoU": 0.0, + "TN": 288785.25, + "TP": 0.0, + "n_pred": 131.85, + "n_ref": 215.7 + }, + "5": { + "Dice": 0.0, + "FN": 16.25, + "FP": 51.7, + "IoU": 0.0, + "TN": 289064.85, + "TP": 0.0, + "n_pred": 51.7, + "n_ref": 16.25 + }, + "6": { + "Dice": 0.5955843504247458, + "FN": 7038.1, + "FP": 4470.7, + "IoU": 0.5357178844765277, + "TN": 240722.6, + "TP": 36901.4, + "n_pred": 41372.1, + "n_ref": 43939.5 + }, + "7": { + "Dice": 0.17911605288750612, + "FN": 4575.8, + "FP": 9143.8, + "IoU": 0.13402951860137813, + "TN": 265137.8, + "TP": 10275.4, + "n_pred": 19419.2, + "n_ref": 14851.2 + }, + "8": { + "Dice": 0.316840788694816, + "FN": 1790.35, + "FP": 152.9, + "IoU": 0.3021383325272428, + "TN": 284817.45, + "TP": 2372.1, + "n_pred": 2525.0, + "n_ref": 4162.45 + }, + "9": { + "Dice": 0.2701347832700196, + "FN": 625.75, + "FP": 864.2, + "IoU": 0.2008718012886676, + "TN": 287411.4, + "TP": 231.45, + "n_pred": 1095.65, + "n_ref": 857.2 + } + }, + "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": 5466, + "IoU": 0.0, + "TN": 169766, + "TP": 0, + "n_pred": 5466, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6458, + "IoU": 0.0, + "TN": 168774, + "TP": 0, + "n_pred": 6458, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "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": 424, + "IoU": 0.0, + "TN": 174808, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 151, + "IoU": 0.0, + "TN": 175063, + "TP": 0, + "n_pred": 151, + "n_ref": 18 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10359, + "IoU": 0.0, + "TN": 164873, + "TP": 0, + "n_pred": 10359, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11566, + "IoU": 0.0, + "TN": 163666, + "TP": 0, + "n_pred": 11566, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 19545, + "FP": 808, + "IoU": 0.0, + "TN": 154879, + "TP": 0, + "n_pred": 808, + "n_ref": 19545 + }, + "9": { + "Dice": 0.4169611307420495, + "FN": 2179, + "FP": 461, + "IoU": 0.26339285714285715, + "TN": 171648, + "TP": 944, + "n_pred": 1405, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8359, + "IoU": 0.0, + "TN": 166873, + "TP": 0, + "n_pred": 8359, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 175178, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2537313432835821, + "FN": 800, + "FP": 0, + "IoU": 0.1452991452991453, + "TN": 174296, + "TP": 136, + "n_pred": 136, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.36846131777756524, + "FN": 13083, + "FP": 125, + "IoU": 0.22583670359298985, + "TN": 158171, + "TP": 3853, + "n_pred": 3978, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12166, + "IoU": 0.0, + "TN": 163066, + "TP": 0, + "n_pred": 12166, + "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": 829, + "IoU": 0.0, + "TN": 174403, + "TP": 0, + "n_pred": 829, + "n_ref": 0 + }, + "6": { + "Dice": 0.8844373090268787, + "FN": 10241, + "FP": 916, + "IoU": 0.7928172178789623, + "TN": 121381, + "TP": 42694, + "n_pred": 43610, + "n_ref": 52935 + }, + "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": 0.820572764465225, + "FN": 704, + "FP": 217, + "IoU": 0.6957383548067394, + "TN": 172205, + "TP": 2106, + "n_pred": 2323, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3129, + "FP": 0, + "IoU": 0.0, + "TN": 522567, + "TP": 0, + "n_pred": 0, + "n_ref": 3129 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 525545, + "TP": 0, + "n_pred": 151, + "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": 482, + "IoU": 0.0, + "TN": 525214, + "TP": 0, + "n_pred": 482, + "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": 94591, + "IoU": 0.0, + "TN": 431105, + "TP": 0, + "n_pred": 94591, + "n_ref": 0 + }, + "3": { + "Dice": 0.33770802837164593, + "FN": 104945, + "FP": 474, + "IoU": 0.20315806978291104, + "TN": 393400, + "TP": 26877, + "n_pred": 27351, + "n_ref": 131822 + }, + "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": 0.07844877484082578, + "FN": 1705, + "FP": 46059, + "IoU": 0.04082575255537482, + "TN": 475899, + "TP": 2033, + "n_pred": 48092, + "n_ref": 3738 + }, + "7": { + "Dice": 0.7233921457029027, + "FN": 131, + "FP": 841, + "IoU": 0.5666518056174766, + "TN": 523453, + "TP": 1271, + "n_pred": 2112, + "n_ref": 1402 + }, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.7227615965480043, + "FN": 230, + "FP": 27, + "IoU": 0.5658783783783784, + "TN": 174640, + "TP": 335, + "n_pred": 362, + "n_ref": 565 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8325991189427313, + "FN": 743, + "FP": 17, + "IoU": 0.7132075471698113, + "TN": 172582, + "TP": 1890, + "n_pred": 1907, + "n_ref": 2633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1877, + "IoU": 0.0, + "TN": 173355, + "TP": 0, + "n_pred": 1877, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 149, + "IoU": 0.0, + "TN": 175083, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "9": { + "Dice": 0.8062880324543611, + "FN": 144, + "FP": 238, + "IoU": 0.675446049277825, + "TN": 174055, + "TP": 795, + "n_pred": 1033, + "n_ref": 939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9285009220872396, + "FN": 11334, + "FP": 3515, + "IoU": 0.8665438367860513, + "TN": 239199, + "TP": 96416, + "n_pred": 99931, + "n_ref": 107750 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1036, + "IoU": 0.0, + "TN": 349428, + "TP": 0, + "n_pred": 1036, + "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": 0.8815413891531875, + "FN": 1333, + "FP": 1655, + "IoU": 0.7881752445767758, + "TN": 336358, + "TP": 11118, + "n_pred": 12773, + "n_ref": 12451 + }, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12403100775193798, + "FN": 678, + "FP": 0, + "IoU": 0.06611570247933884, + "TN": 524970, + "TP": 48, + "n_pred": 48, + "n_ref": 726 + }, + "10": { + "Dice": 0.14149391247120763, + "FN": 3207, + "FP": 2011, + "IoU": 0.07613314447592068, + "TN": 520048, + "TP": 430, + "n_pred": 2441, + "n_ref": 3637 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 525062, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 525317, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.13228346456692913, + "FN": 0, + "FP": 2755, + "IoU": 0.07082630691399663, + "TN": 522731, + "TP": 210, + "n_pred": 2965, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.834061135371179, + "FN": 76, + "FP": 0, + "IoU": 0.7153558052434457, + "TN": 525429, + "TP": 191, + "n_pred": 191, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1072, + "IoU": 0.0, + "TN": 524624, + "TP": 0, + "n_pred": 1072, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 525481, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.7499626044404556, + "FN": 11696, + "FP": 11706, + "IoU": 0.5999521351157304, + "TN": 467198, + "TP": 35096, + "n_pred": 46802, + "n_ref": 46792 + }, + "7": { + "Dice": 0.5526383020536504, + "FN": 68473, + "FP": 22583, + "IoU": 0.38182460046979594, + "TN": 378398, + "TP": 56242, + "n_pred": 78825, + "n_ref": 124715 + }, + "8": { + "Dice": 0.9303403450072676, + "FN": 3435, + "FP": 1645, + "IoU": 0.8697536086967669, + "TN": 486693, + "TP": 33923, + "n_pred": 35568, + "n_ref": 37358 + }, + "9": { + "Dice": 0.13078025270287874, + "FN": 6273, + "FP": 400, + "IoU": 0.06996515679442508, + "TN": 518521, + "TP": 502, + "n_pred": 902, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 8343, + "IoU": 0.0, + "TN": 342121, + "TP": 0, + "n_pred": 8343, + "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": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "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": 1831, + "IoU": 0.0, + "TN": 348633, + "TP": 0, + "n_pred": 1831, + "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": 57, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8427974518802658, + "FN": 865, + "FP": 1430, + "IoU": 0.7283059074227537, + "TN": 166785, + "TP": 6152, + "n_pred": 7582, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5061112067481495, + "FN": 1939, + "FP": 930, + "IoU": 0.3387877391103941, + "TN": 170893, + "TP": 1470, + "n_pred": 2400, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2562, + "IoU": 0.0, + "TN": 172670, + "TP": 0, + "n_pred": 2562, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6861, + "IoU": 0.0, + "TN": 168371, + "TP": 0, + "n_pred": 6861, + "n_ref": 0 + }, + "3": { + "Dice": 0.7852622365852017, + "FN": 12251, + "FP": 507, + "IoU": 0.6464458916447278, + "TN": 139147, + "TP": 23327, + "n_pred": 23834, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 824, + "IoU": 0.0, + "TN": 174408, + "TP": 0, + "n_pred": 824, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 54, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 54, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": 0.27441024013540677, + "FN": 13671, + "FP": 47, + "IoU": 0.15902403138793525, + "TN": 158920, + "TP": 2594, + "n_pred": 2641, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9707043871616285, + "FN": 678, + "FP": 138, + "IoU": 0.9430763864666899, + "TN": 160897, + "TP": 13519, + "n_pred": 13657, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9670698547604594, + "FN": 4075, + "FP": 2380, + "IoU": 0.9362393567632707, + "TN": 73994, + "TP": 94783, + "n_pred": 97163, + "n_ref": 98858 + }, + "15": { + "Dice": 0.028880027873485346, + "FN": 1900, + "FP": 23185, + "IoU": 0.014651582999450075, + "TN": 149774, + "TP": 373, + "n_pred": 23558, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 525279, + "TP": 0, + "n_pred": 417, + "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": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.8901080134910131, + "FN": 4197, + "FP": 6099, + "IoU": 0.801977151209755, + "TN": 473702, + "TP": 41698, + "n_pred": 47797, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15637, + "IoU": 0.0, + "TN": 510059, + "TP": 0, + "n_pred": 15637, + "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": 3808, + "FP": 22, + "IoU": 0.0, + "TN": 521866, + "TP": 0, + "n_pred": 22, + "n_ref": 3808 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9855325096798033, + "FN": 1922, + "FP": 1680, + "IoU": 0.9714776659513648, + "TN": 399409, + "TP": 122685, + "n_pred": 124365, + "n_ref": 124607 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3807, + "IoU": 0.0, + "TN": 521889, + "TP": 0, + "n_pred": 3807, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013668562306694602, + "FN": 2967, + "FP": 56349, + "IoU": 0.006881309960319454, + "TN": 290737, + "TP": 411, + "n_pred": 56760, + "n_ref": 3378 + }, + "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": 167, + "IoU": 0.0, + "TN": 350297, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "3": { + "Dice": 0.9686790114958354, + "FN": 1865, + "FP": 1320, + "IoU": 0.9392604458683754, + "TN": 298027, + "TP": 49252, + "n_pred": 50572, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5955, + "IoU": 0.0, + "TN": 344509, + "TP": 0, + "n_pred": 5955, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4279, + "IoU": 0.0, + "TN": 346185, + "TP": 0, + "n_pred": 4279, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 12149, + "FP": 0, + "IoU": 0.0, + "TN": 338315, + "TP": 0, + "n_pred": 0, + "n_ref": 12149 + }, + "9": { + "Dice": 0.0, + "FN": 1496, + "FP": 0, + "IoU": 0.0, + "TN": 348968, + "TP": 0, + "n_pred": 0, + "n_ref": 1496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6159191408717625, + "FN": 344, + "FP": 872, + "IoU": 0.4450022820629849, + "TN": 348273, + "TP": 975, + "n_pred": 1847, + "n_ref": 1319 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6669887278582931, + "FN": 3573, + "FP": 563, + "IoU": 0.5003624063783523, + "TN": 342186, + "TP": 4142, + "n_pred": 4705, + "n_ref": 7715 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 350113, + "TP": 0, + "n_pred": 351, + "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": 285, + "IoU": 0.0, + "TN": 350179, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8334240223331519, + "FN": 1395, + "FP": 5646, + "IoU": 0.7144189819509227, + "TN": 325809, + "TP": 17614, + "n_pred": 23260, + "n_ref": 19009 + }, + "7": { + "Dice": 0.7758336401620055, + "FN": 3271, + "FP": 80747, + "IoU": 0.6337648751144239, + "TN": 121054, + "TP": 145392, + "n_pred": 226139, + "n_ref": 148663 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 350146, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "9": { + "Dice": 0.29692832764505117, + "FN": 412, + "FP": 0, + "IoU": 0.1743486973947896, + "TN": 349965, + "TP": 87, + "n_pred": 87, + "n_ref": 499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "FP": 218, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 218, + "n_ref": 7 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9355589228401322, + "FN": 7867, + "FP": 2935, + "IoU": 0.8789203488241756, + "TN": 86018, + "TP": 78412, + "n_pred": 81347, + "n_ref": 86279 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9611117387865777, + "FN": 1308, + "FP": 3855, + "IoU": 0.9251348529667652, + "TN": 106268, + "TP": 63801, + "n_pred": 67656, + "n_ref": 65109 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7869, + "IoU": 0.0, + "TN": 517827, + "TP": 0, + "n_pred": 7869, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 669, + "FP": 0, + "IoU": 0.0, + "TN": 525027, + "TP": 0, + "n_pred": 0, + "n_ref": 669 + }, + "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": 1430, + "IoU": 0.0, + "TN": 524266, + "TP": 0, + "n_pred": 1430, + "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": 0.9274379991593107, + "FN": 2414, + "FP": 348, + "IoU": 0.8646940675060011, + "TN": 505283, + "TP": 17651, + "n_pred": 17999, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 929, + "IoU": 0.0, + "TN": 524767, + "TP": 0, + "n_pred": 929, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 506, + "FP": 0, + "IoU": 0.0, + "TN": 525190, + "TP": 0, + "n_pred": 0, + "n_ref": 506 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8479624851537862, + "FN": 74074, + "FP": 172, + "IoU": 0.7360545765447416, + "TN": 244403, + "TP": 207047, + "n_pred": 207219, + "n_ref": 281121 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15865, + "IoU": 0.0, + "TN": 509831, + "TP": 0, + "n_pred": 15865, + "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": 15910, + "IoU": 0.0, + "TN": 509786, + "TP": 0, + "n_pred": 15910, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2071, + "IoU": 0.0, + "TN": 348393, + "TP": 0, + "n_pred": 2071, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 350357, + "TP": 0, + "n_pred": 107, + "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": 0.9245913716822829, + "FN": 37088, + "FP": 1398, + "IoU": 0.8597581861776945, + "TN": 76038, + "TP": 235940, + "n_pred": 237338, + "n_ref": 273028 + }, + "7": { + "Dice": 0.0022343594836146973, + "FN": 5970, + "FP": 2068, + "IoU": 0.0011184292282838326, + "TN": 342417, + "TP": 9, + "n_pred": 2077, + "n_ref": 5979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.22981732469063051, + "FN": 1307, + "FP": 0, + "IoU": 0.12982689747003995, + "TN": 348962, + "TP": 195, + "n_pred": 195, + "n_ref": 1502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 25141, + "IoU": 0.0, + "TN": 150091, + "TP": 0, + "n_pred": 25141, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 39227, + "IoU": 0.0, + "TN": 136005, + "TP": 0, + "n_pred": 39227, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0348.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.25939161984540754, + "FN": 1267.243333333333, + "FP": 2482.2133333333336, + "IoU": 0.21297641255275016, + "TN": 247178.91666666663, + "TP": 3158.026666666667, + "n_pred": 5640.24, + "n_ref": 4425.27 + }, + "mean": { + "1": { + "Dice": 0.3381437185013273, + "FN": 579.3, + "FP": 678.95, + "IoU": 0.2958068889019768, + "TN": 250183.4, + "TP": 2644.75, + "n_pred": 3323.7, + "n_ref": 3224.05 + }, + "10": { + "Dice": 0.2867687552047473, + "FN": 676.2, + "FP": 2447.4, + "IoU": 0.21090486107913828, + "TN": 248677.8, + "TP": 2285.0, + "n_pred": 4732.4, + "n_ref": 2961.2 + }, + "11": { + "Dice": 0.0, + "FN": 98.35, + "FP": 0.0, + "IoU": 0.0, + "TN": 253988.05, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 98.35 + }, + "12": { + "Dice": 0.0, + "FN": 39.55, + "FP": 0.0, + "IoU": 0.0, + "TN": 254046.85, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 39.55 + }, + "13": { + "Dice": 0.10683833560808688, + "FN": 2421.2, + "FP": 126.0, + "IoU": 0.06580024014085803, + "TN": 251100.85, + "TP": 438.35, + "n_pred": 564.35, + "n_ref": 2859.55 + }, + "14": { + "Dice": 0.6114387689246363, + "FN": 497.65, + "FP": 1254.0, + "IoU": 0.5389351519937993, + "TN": 243812.55, + "TP": 8522.2, + "n_pred": 9776.2, + "n_ref": 9019.85 + }, + "15": { + "Dice": 0.0001920860545524395, + "FN": 3173.9, + "FP": 995.55, + "IoU": 9.606147934678194e-05, + "TN": 249916.65, + "TP": 0.3, + "n_pred": 995.85, + "n_ref": 3174.2 + }, + "2": { + "Dice": 0.6544842541966495, + "FN": 2645.5, + "FP": 486.55, + "IoU": 0.5907601220308102, + "TN": 244844.0, + "TP": 6110.35, + "n_pred": 6596.9, + "n_ref": 8755.85 + }, + "3": { + "Dice": 0.17493655850116085, + "FN": 407.3, + "FP": 2319.75, + "IoU": 0.11858575506917503, + "TN": 251116.35, + "TP": 243.0, + "n_pred": 2562.75, + "n_ref": 650.3 + }, + "4": { + "Dice": 0.17612874828749683, + "FN": 405.6, + "FP": 146.85, + "IoU": 0.10338938171766793, + "TN": 253413.4, + "TP": 120.55, + "n_pred": 267.4, + "n_ref": 526.15 + }, + "5": { + "Dice": 0.0, + "FN": 1979.15, + "FP": 0.0, + "IoU": 0.0, + "TN": 252107.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1979.15 + }, + "6": { + "Dice": 0.6352832897031413, + "FN": 1569.9, + "FP": 22502.4, + "IoU": 0.5474261756659083, + "TN": 214298.75, + "TP": 15715.35, + "n_pred": 38217.75, + "n_ref": 17285.25 + }, + "7": { + "Dice": 0.258504663847606, + "FN": 2455.0, + "FP": 5446.55, + "IoU": 0.21336937922554755, + "TN": 236835.6, + "TP": 9349.25, + "n_pred": 14795.8, + "n_ref": 11804.25 + }, + "8": { + "Dice": 0.4074044664504484, + "FN": 194.25, + "FP": 469.35, + "IoU": 0.3310310601570768, + "TN": 252369.8, + "TP": 1053.0, + "n_pred": 1522.35, + "n_ref": 1247.25 + }, + "9": { + "Dice": 0.24075065240126023, + "FN": 1865.8, + "FP": 359.85, + "IoU": 0.17854111082994734, + "TN": 250972.45, + "TP": 888.3, + "n_pred": 1248.15, + "n_ref": 2754.1 + } + }, + "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": 2668, + "IoU": 0.0, + "TN": 172564, + "TP": 0, + "n_pred": 2668, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3336, + "FP": 0, + "IoU": 0.0, + "TN": 171896, + "TP": 0, + "n_pred": 0, + "n_ref": 3336 + }, + "6": { + "Dice": 0.9151316947263448, + "FN": 10703, + "FP": 871, + "IoU": 0.8435417370733356, + "TN": 101257, + "TP": 62401, + "n_pred": 63272, + "n_ref": 73104 + }, + "7": { + "Dice": 0.0022959476523935255, + "FN": 8670, + "FP": 21, + "IoU": 0.0011492931846914147, + "TN": 166531, + "TP": 10, + "n_pred": 31, + "n_ref": 8680 + }, + "8": { + "Dice": 0.3967247330818014, + "FN": 46, + "FP": 7469, + "IoU": 0.247446424994993, + "TN": 165246, + "TP": 2471, + "n_pred": 9940, + "n_ref": 2517 + }, + "9": { + "Dice": 0.0, + "FN": 20229, + "FP": 16, + "IoU": 0.0, + "TN": 154987, + "TP": 0, + "n_pred": 16, + "n_ref": 20229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8480714631950695, + "FN": 3408, + "FP": 5368, + "IoU": 0.7362188157499249, + "TN": 141962, + "TP": 24494, + "n_pred": 29862, + "n_ref": 27902 + }, + "15": { + "Dice": 0.0, + "FN": 32341, + "FP": 19824, + "IoU": 0.0, + "TN": 123067, + "TP": 0, + "n_pred": 19824, + "n_ref": 32341 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 196, + "IoU": 0.0, + "TN": 175036, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6046224538783348, + "FN": 5328, + "FP": 437, + "IoU": 0.4333038435073233, + "TN": 165059, + "TP": 4408, + "n_pred": 4845, + "n_ref": 9736 + }, + "15": { + "Dice": 0.000384172109104879, + "FN": 31137, + "FP": 87, + "IoU": 0.00019212295869356388, + "TN": 144002, + "TP": 6, + "n_pred": 93, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 525642, + "TP": 0, + "n_pred": 54, + "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": 261, + "IoU": 0.0, + "TN": 525435, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18514, + "IoU": 0.0, + "TN": 507182, + "TP": 0, + "n_pred": 18514, + "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": 305864, + "IoU": 0.0, + "TN": 219832, + "TP": 0, + "n_pred": 305864, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4948, + "IoU": 0.0, + "TN": 520748, + "TP": 0, + "n_pred": 4948, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.03828002097535396, + "FN": 3653, + "FP": 15, + "IoU": 0.019513499064421277, + "TN": 171491, + "TP": 73, + "n_pred": 88, + "n_ref": 3726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40422783323546685, + "FN": 10048, + "FP": 98, + "IoU": 0.25331174565793346, + "TN": 161644, + "TP": 3442, + "n_pred": 3540, + "n_ref": 13490 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6890243902439024, + "FN": 95, + "FP": 7, + "IoU": 0.5255813953488372, + "TN": 175017, + "TP": 113, + "n_pred": 120, + "n_ref": 208 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18327, + "IoU": 0.0, + "TN": 156905, + "TP": 0, + "n_pred": 18327, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 174715, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "9": { + "Dice": 0.31564390665514264, + "FN": 1201, + "FP": 2758, + "IoU": 0.18739737274220034, + "TN": 170360, + "TP": 913, + "n_pred": 3671, + "n_ref": 2114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9205496839073446, + "FN": 1638, + "FP": 1617, + "IoU": 0.8527948625180898, + "TN": 328352, + "TP": 18857, + "n_pred": 20474, + "n_ref": 20495 + }, + "10": { + "Dice": 0.5716948736816286, + "FN": 3409, + "FP": 14053, + "IoU": 0.40026102486605303, + "TN": 321348, + "TP": 11654, + "n_pred": 25707, + "n_ref": 15063 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 716, + "FP": 0, + "IoU": 0.0, + "TN": 349748, + "TP": 0, + "n_pred": 0, + "n_ref": 716 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "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": 6842, + "IoU": 0.0, + "TN": 343622, + "TP": 0, + "n_pred": 6842, + "n_ref": 0 + }, + "3": { + "Dice": 0.5248096755034826, + "FN": 8146, + "FP": 655, + "IoU": 0.3557572652075251, + "TN": 336803, + "TP": 4860, + "n_pred": 5515, + "n_ref": 13006 + }, + "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": 1625, + "IoU": 0.0, + "TN": 348839, + "TP": 0, + "n_pred": 1625, + "n_ref": 0 + }, + "7": { + "Dice": 0.9586689128377911, + "FN": 1663, + "FP": 1919, + "IoU": 0.920618739473451, + "TN": 305340, + "TP": 41542, + "n_pred": 43461, + "n_ref": 43205 + }, + "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": 230, + "IoU": 0.0, + "TN": 350234, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9930611586251412, + "FN": 1217, + "FP": 761, + "IoU": 0.9862179487179488, + "TN": 31712, + "TP": 141542, + "n_pred": 142303, + "n_ref": 142759 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 31047, + "IoU": 0.0, + "TN": 144185, + "TP": 0, + "n_pred": 31047, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1117, + "IoU": 0.0, + "TN": 174115, + "TP": 0, + "n_pred": 1117, + "n_ref": 0 + }, + "10": { + "Dice": 0.6740958362881168, + "FN": 394, + "FP": 2823, + "IoU": 0.5084046454767727, + "TN": 168688, + "TP": 3327, + "n_pred": 6150, + "n_ref": 3721 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04037057488189459, + "FN": 15641, + "FP": 0, + "IoU": 0.020601127113337506, + "TN": 159262, + "TP": 329, + "n_pred": 329, + "n_ref": 15970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.35090005701718663, + "FN": 7885, + "FP": 84, + "IoU": 0.21278277190556158, + "TN": 165109, + "TP": 2154, + "n_pred": 2238, + "n_ref": 10039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8682359708217495, + "FN": 7278, + "FP": 7841, + "IoU": 0.7671528237667679, + "TN": 110301, + "TP": 49812, + "n_pred": 57653, + "n_ref": 57090 + }, + "7": { + "Dice": 0.3140016216446891, + "FN": 4604, + "FP": 11471, + "IoU": 0.18624076136478687, + "TN": 155478, + "TP": 3679, + "n_pred": 15150, + "n_ref": 8283 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.7286209973232874, + "FN": 5180, + "FP": 8507, + "IoU": 0.5730950375846043, + "TN": 143171, + "TP": 18374, + "n_pred": 26881, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.019738406658739594, + "FN": 7939, + "FP": 305, + "IoU": 0.009967575357271526, + "TN": 166905, + "TP": 83, + "n_pred": 388, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504486634551809, + "FN": 3653, + "FP": 4216, + "IoU": 0.9055761546491954, + "TN": 91895, + "TP": 75468, + "n_pred": 79684, + "n_ref": 79121 + }, + "7": { + "Dice": 0.4795898500876111, + "FN": 3713, + "FP": 4306, + "IoU": 0.31543452279323886, + "TN": 163518, + "TP": 3695, + "n_pred": 8001, + "n_ref": 7408 + }, + "8": { + "Dice": 0.7357173386522297, + "FN": 466, + "FP": 1389, + "IoU": 0.5819247239125536, + "TN": 170795, + "TP": 2582, + "n_pred": 3971, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5758546083946343, + "FN": 4368, + "FP": 533, + "IoU": 0.4043509965969859, + "TN": 167004, + "TP": 3327, + "n_pred": 3860, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7701689085992918, + "FN": 9948, + "FP": 10367, + "IoU": 0.6262395819917944, + "TN": 471343, + "TP": 34038, + "n_pred": 44405, + "n_ref": 43986 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2696, + "IoU": 0.0, + "TN": 523000, + "TP": 0, + "n_pred": 2696, + "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": 451, + "IoU": 0.0, + "TN": 525241, + "TP": 0, + "n_pred": 451, + "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": 0.7294039720717101, + "FN": 47867, + "FP": 1973, + "IoU": 0.5740644201926282, + "TN": 408683, + "TP": 67173, + "n_pred": 69146, + "n_ref": 115040 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45364, + "IoU": 0.0, + "TN": 480332, + "TP": 0, + "n_pred": 45364, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 524998, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4927536231884058, + "FN": 1676, + "FP": 112669, + "IoU": 0.3269230769230769, + "TN": 355812, + "TP": 55539, + "n_pred": 168208, + "n_ref": 57215 + }, + "7": { + "Dice": 0.0, + "FN": 17148, + "FP": 8279, + "IoU": 0.0, + "TN": 500269, + "TP": 0, + "n_pred": 8279, + "n_ref": 17148 + }, + "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": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 350094, + "TP": 0, + "n_pred": 370, + "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": 829, + "IoU": 0.0, + "TN": 349635, + "TP": 0, + "n_pred": 829, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.42223115347074697, + "FN": 1622, + "FP": 8441, + "IoU": 0.26761280931586606, + "TN": 336724, + "TP": 3677, + "n_pred": 12118, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 18982, + "IoU": 0.0, + "TN": 331481, + "TP": 0, + "n_pred": 18982, + "n_ref": 1 + }, + "8": { + "Dice": 0.9045802605182108, + "FN": 3373, + "FP": 4, + "IoU": 0.8257841518778374, + "TN": 331080, + "TP": 16007, + "n_pred": 16011, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 2595, + "IoU": 0.0, + "TN": 342317, + "TP": 0, + "n_pred": 2595, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8184810126582278, + "FN": 57, + "FP": 2811, + "IoU": 0.6927362331262052, + "TN": 165898, + "TP": 6466, + "n_pred": 9277, + "n_ref": 6523 + }, + "7": { + "Dice": 0.9341866775894732, + "FN": 13125, + "FP": 6156, + "IoU": 0.8765012201917719, + "TN": 19109, + "TP": 136842, + "n_pred": 142998, + "n_ref": 149967 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 525461, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "10": { + "Dice": 0.568227068574339, + "FN": 888, + "FP": 17762, + "IoU": 0.39686954272039326, + "TN": 494774, + "TP": 12272, + "n_pred": 30034, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 523729, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39036987008859403, + "FN": 14792, + "FP": 553, + "IoU": 0.24252147299832166, + "TN": 505438, + "TP": 4913, + "n_pred": 5466, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9378257832231716, + "FN": 761, + "FP": 396, + "IoU": 0.8829302843266215, + "TN": 515813, + "TP": 8726, + "n_pred": 9122, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.17748618784530387, + "FN": 227, + "FP": 2155, + "IoU": 0.09738537324744222, + "TN": 523057, + "TP": 257, + "n_pred": 2412, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8857831083454609, + "FN": 5582, + "FP": 3522, + "IoU": 0.7949826600009008, + "TN": 481290, + "TP": 35302, + "n_pred": 38824, + "n_ref": 40884 + }, + "7": { + "Dice": 0.413312956359314, + "FN": 176, + "FP": 3279, + "IoU": 0.2604880136986301, + "TN": 521024, + "TP": 1217, + "n_pred": 4496, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.7937560517590446, + "FN": 5966, + "FP": 1063, + "IoU": 0.6580394064704451, + "TN": 505141, + "TP": 13526, + "n_pred": 14589, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9507072614917161, + "FN": 4282, + "FP": 520, + "IoU": 0.9060457836039914, + "TN": 124122, + "TP": 46308, + "n_pred": 46828, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460265698245354, + "FN": 732, + "FP": 2181, + "IoU": 0.8975810421208072, + "TN": 146790, + "TP": 25529, + "n_pred": 27710, + "n_ref": 26261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.17081228536832255, + "FN": 2704.896666666666, + "FP": 2559.7, + "IoU": 0.13658222122545557, + "TN": 289237.81, + "TP": 3391.9933333333333, + "n_pred": 5951.6933333333345, + "n_ref": 6096.89 + }, + "mean": { + "1": { + "Dice": 0.23621481083424542, + "FN": 6968.75, + "FP": 547.25, + "IoU": 0.22146415726422028, + "TN": 283809.45, + "TP": 6568.95, + "n_pred": 7116.2, + "n_ref": 13537.7 + }, + "10": { + "Dice": 0.32196352081562357, + "FN": 3409.45, + "FP": 1905.9, + "IoU": 0.2285645002442728, + "TN": 289760.45, + "TP": 2818.6, + "n_pred": 4724.5, + "n_ref": 6228.05 + }, + "11": { + "Dice": 0.0, + "FN": 104.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 297790.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 104.2 + }, + "12": { + "Dice": 0.0, + "FN": 328.85, + "FP": 0.0, + "IoU": 0.0, + "TN": 297565.55, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 328.85 + }, + "13": { + "Dice": 0.04544941754613833, + "FN": 2632.35, + "FP": 806.75, + "IoU": 0.025147104607914028, + "TN": 294182.0, + "TP": 273.3, + "n_pred": 1080.05, + "n_ref": 2905.65 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 3064.85, + "IoU": 0.0, + "TN": 294829.55, + "TP": 0.0, + "n_pred": 3064.85, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 105.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 297788.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 105.6 + }, + "2": { + "Dice": 0.21599355662899966, + "FN": 3906.5, + "FP": 1310.95, + "IoU": 0.1566387755641356, + "TN": 290288.05, + "TP": 2388.9, + "n_pred": 3699.85, + "n_ref": 6295.4 + }, + "3": { + "Dice": 0.317547803067354, + "FN": 1125.0, + "FP": 4041.75, + "IoU": 0.2792119433447042, + "TN": 290652.85, + "TP": 2074.8, + "n_pred": 6116.55, + "n_ref": 3199.8 + }, + "4": { + "Dice": 0.0, + "FN": 2088.25, + "FP": 5.55, + "IoU": 0.0, + "TN": 295800.6, + "TP": 0.0, + "n_pred": 5.55, + "n_ref": 2088.25 + }, + "5": { + "Dice": 0.03664601025170224, + "FN": 390.8, + "FP": 46.2, + "IoU": 0.019388787694798622, + "TN": 297433.45, + "TP": 23.95, + "n_pred": 70.15, + "n_ref": 414.75 + }, + "6": { + "Dice": 0.5541116728237262, + "FN": 6064.5, + "FP": 16320.95, + "IoU": 0.46274752813948883, + "TN": 249940.3, + "TP": 25568.65, + "n_pred": 41889.6, + "n_ref": 31633.15 + }, + "7": { + "Dice": 0.2888554908434204, + "FN": 10389.15, + "FP": 8565.6, + "IoU": 0.2069112057955089, + "TN": 269847.35, + "TP": 9092.3, + "n_pred": 17657.9, + "n_ref": 19481.45 + }, + "8": { + "Dice": 0.43189112827664083, + "FN": 1572.05, + "FP": 794.05, + "IoU": 0.37654828878363106, + "TN": 294032.95, + "TP": 1495.35, + "n_pred": 2289.4, + "n_ref": 3067.4 + }, + "9": { + "Dice": 0.11351086943698761, + "FN": 1488.0, + "FP": 985.7, + "IoU": 0.07211102694315964, + "TN": 294845.6, + "TP": 575.1, + "n_pred": 1560.8, + "n_ref": 2063.1 + } + }, + "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": 0.6608766454064323, + "FN": 7009, + "FP": 2987, + "IoU": 0.4935143899473044, + "TN": 330728, + "TP": 9740, + "n_pred": 12727, + "n_ref": 16749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.002244354046850891, + "FN": 6661, + "FP": 452, + "IoU": 0.0011234377194214297, + "TN": 343343, + "TP": 8, + "n_pred": 460, + "n_ref": 6669 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 15, + "FP": 7, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 7, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7951668584579977, + "FN": 215, + "FP": 141, + "IoU": 0.6599808978032474, + "TN": 349417, + "TP": 691, + "n_pred": 832, + "n_ref": 906 + }, + "7": { + "Dice": 0.8999054501570287, + "FN": 16239, + "FP": 4828, + "IoU": 0.8180255508814968, + "TN": 234695, + "TP": 94702, + "n_pred": 99530, + "n_ref": 110941 + }, + "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": 4418, + "IoU": 0.0, + "TN": 346046, + "TP": 0, + "n_pred": 4418, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1794, + "FP": 0, + "IoU": 0.0, + "TN": 173438, + "TP": 0, + "n_pred": 0, + "n_ref": 1794 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1742, + "IoU": 0.0, + "TN": 173490, + "TP": 0, + "n_pred": 1742, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1381, + "IoU": 0.0, + "TN": 173851, + "TP": 0, + "n_pred": 1381, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18636363636363637, + "FN": 343, + "FP": 15, + "IoU": 0.10275689223057644, + "TN": 174833, + "TP": 41, + "n_pred": 56, + "n_ref": 384 + }, + "7": { + "Dice": 0.15761177900851006, + "FN": 62260, + "FP": 102, + "IoU": 0.08554753944512875, + "TN": 107036, + "TP": 5834, + "n_pred": 5936, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.3927674121668932, + "FN": 17994, + "FP": 11492, + "IoU": 0.24437496796678795, + "TN": 311442, + "TP": 9536, + "n_pred": 21028, + "n_ref": 27530 + }, + "11": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.012093987560469938, + "FN": 1757, + "FP": 9679, + "IoU": 0.0060837823744133495, + "TN": 338958, + "TP": 70, + "n_pred": 9749, + "n_ref": 1827 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.681179843529812, + "FN": 5122, + "FP": 14561, + "IoU": 0.5165070007369197, + "TN": 309754, + "TP": 21027, + "n_pred": 35588, + "n_ref": 26149 + }, + "7": { + "Dice": 0.2266260162601626, + "FN": 448, + "FP": 2596, + "IoU": 0.12779369627507164, + "TN": 346974, + "TP": 446, + "n_pred": 3042, + "n_ref": 894 + }, + "8": { + "Dice": 0.9432113632009633, + "FN": 1621, + "FP": 454, + "IoU": 0.8925260268296473, + "TN": 331157, + "TP": 17232, + "n_pred": 17686, + "n_ref": 18853 + }, + "9": { + "Dice": 0.5349640608458238, + "FN": 13896, + "FP": 2796, + "IoU": 0.3651542235576009, + "TN": 324171, + "TP": 9601, + "n_pred": 12397, + "n_ref": 23497 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 424, + "IoU": 0.0, + "TN": 174808, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09213483146067415, + "FN": 2410, + "FP": 14, + "IoU": 0.048292108362779744, + "TN": 172685, + "TP": 123, + "n_pred": 137, + "n_ref": 2533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6378, + "IoU": 0.0, + "TN": 168854, + "TP": 0, + "n_pred": 6378, + "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": 27966, + "FP": 0, + "IoU": 0.0, + "TN": 147266, + "TP": 0, + "n_pred": 0, + "n_ref": 27966 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610139660913937, + "FN": 2061, + "FP": 1018, + "IoU": 0.9249536901628156, + "TN": 134204, + "TP": 37949, + "n_pred": 38967, + "n_ref": 40010 + }, + "7": { + "Dice": 0.48905986037328775, + "FN": 14994, + "FP": 10109, + "IoU": 0.32367917665759627, + "TN": 138115, + "TP": 12014, + "n_pred": 22123, + "n_ref": 27008 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.017336547917393648, + "FN": 123870, + "FP": 36, + "IoU": 0.00874406995255962, + "TN": 50233, + "TP": 1093, + "n_pred": 1129, + "n_ref": 124963 + }, + "10": { + "Dice": 0.10858585858585859, + "FN": 679, + "FP": 27, + "IoU": 0.05740987983978638, + "TN": 174483, + "TP": 43, + "n_pred": 70, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 145291, + "IoU": 0.0, + "TN": 29941, + "TP": 0, + "n_pred": 145291, + "n_ref": 0 + }, + "7": { + "Dice": 0.2737515065765341, + "FN": 27663, + "FP": 55, + "IoU": 0.15858174974197073, + "TN": 142290, + "TP": 5224, + "n_pred": 5279, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0138.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": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 350116, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "6": { + "Dice": 0.8107408438792454, + "FN": 752, + "FP": 35948, + "IoU": 0.6817192364730675, + "TN": 235157, + "TP": 78607, + "n_pred": 114555, + "n_ref": 79359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 350358, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3338, + "FP": 0, + "IoU": 0.0, + "TN": 347126, + "TP": 0, + "n_pred": 0, + "n_ref": 3338 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9066799327546574, + "FN": 14454, + "FP": 1866, + "IoU": 0.8292904885932155, + "TN": 79631, + "TP": 79281, + "n_pred": 81147, + "n_ref": 93735 + }, + "10": { + "Dice": 0.698738680465718, + "FN": 3192, + "FP": 534, + "IoU": 0.5369702994904934, + "TN": 167185, + "TP": 4321, + "n_pred": 4855, + "n_ref": 7513 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 438, + "FP": 0, + "IoU": 0.0, + "TN": 174794, + "TP": 0, + "n_pred": 0, + "n_ref": 438 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 174991, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2720, + "IoU": 0.0, + "TN": 172512, + "TP": 0, + "n_pred": 2720, + "n_ref": 0 + }, + "3": { + "Dice": 0.734477583942975, + "FN": 3335, + "FP": 7989, + "IoU": 0.5803750092640628, + "TN": 148246, + "TP": 15662, + "n_pred": 23651, + "n_ref": 18997 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "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": 9715, + "IoU": 0.0, + "TN": 165517, + "TP": 0, + "n_pred": 9715, + "n_ref": 0 + }, + "7": { + "Dice": 0.6147450666132425, + "FN": 5666, + "FP": 2026, + "IoU": 0.4437775688769976, + "TN": 161403, + "TP": 6137, + "n_pred": 8163, + "n_ref": 11803 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5372729171016913, + "FN": 18434, + "FP": 3726, + "IoU": 0.36730906495360455, + "TN": 140207, + "TP": 12865, + "n_pred": 16591, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1909496924243701, + "FN": 18552, + "FP": 650, + "IoU": 0.10555245015837525, + "TN": 153764, + "TP": 2266, + "n_pred": 2916, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7384721266345492, + "FN": 572, + "FP": 8548, + "IoU": 0.585379159847245, + "TN": 153236, + "TP": 12876, + "n_pred": 21424, + "n_ref": 13448 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.48967701076630776, + "FN": 4017, + "FP": 12, + "IoU": 0.324220060382422, + "TN": 169270, + "TP": 1933, + "n_pred": 1945, + "n_ref": 5950 + }, + "8": { + "Dice": 0.33350574941312217, + "FN": 1341, + "FP": 15410, + "IoU": 0.2001241524209722, + "TN": 154290, + "TP": 4191, + "n_pred": 19601, + "n_ref": 5532 + }, + "9": { + "Dice": 0.16613588110403396, + "FN": 12594, + "FP": 3116, + "IoU": 0.09059334298118668, + "TN": 157957, + "TP": 1565, + "n_pred": 4681, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9029032952170171, + "FN": 24883, + "FP": 387, + "IoU": 0.8229933526193761, + "TN": 32469, + "TP": 117493, + "n_pred": 117880, + "n_ref": 142376 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.1884048027444254, + "FN": 4828, + "FP": 7001, + "IoU": 0.10399939403120739, + "TN": 162030, + "TP": 1373, + "n_pred": 8374, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24243654822335026, + "FN": 18235, + "FP": 420, + "IoU": 0.13793900184842883, + "TN": 153592, + "TP": 2985, + "n_pred": 3405, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7889802473541887, + "FN": 10487, + "FP": 4886, + "IoU": 0.6515007254261879, + "TN": 131120, + "TP": 28739, + "n_pred": 33625, + "n_ref": 39226 + }, + "7": { + "Dice": 0.002281064085570728, + "FN": 29947, + "FP": 2420, + "IoU": 0.0011418343414393284, + "TN": 142828, + "TP": 37, + "n_pred": 2457, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0934761441090555, + "FN": 215, + "FP": 6302, + "IoU": 0.049029622063329927, + "TN": 168379, + "TP": 336, + "n_pred": 6638, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1336, + "IoU": 0.0, + "TN": 349128, + "TP": 0, + "n_pred": 1336, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "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": 4339, + "IoU": 0.0, + "TN": 346125, + "TP": 0, + "n_pred": 4339, + "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": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.10993803075510672, + "FN": 7180, + "FP": 576, + "IoU": 0.05816636308439587, + "TN": 342229, + "TP": 479, + "n_pred": 1055, + "n_ref": 7659 + }, + "6": { + "Dice": 0.04204993429697766, + "FN": 21, + "FP": 708, + "IoU": 0.021476510067114093, + "TN": 349719, + "TP": 16, + "n_pred": 724, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 368, + "IoU": 0.0, + "TN": 350096, + "TP": 0, + "n_pred": 368, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 22904, + "FP": 0, + "IoU": 0.0, + "TN": 327560, + "TP": 0, + "n_pred": 0, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 595, + "IoU": 0.0, + "TN": 346814, + "TP": 0, + "n_pred": 595, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.609271523178808, + "FN": 6258, + "FP": 822, + "IoU": 0.4380952380952381, + "TN": 162632, + "TP": 5520, + "n_pred": 6342, + "n_ref": 11778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005533596837944664, + "FN": 5032, + "FP": 0, + "IoU": 0.0027744748315497426, + "TN": 170186, + "TP": 14, + "n_pred": 14, + "n_ref": 5046 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971362594296943, + "FN": 1402, + "FP": 3757, + "IoU": 0.9443197271569496, + "TN": 82578, + "TP": 87495, + "n_pred": 91252, + "n_ref": 88897 + }, + "7": { + "Dice": 0.3490723562152134, + "FN": 24541, + "FP": 3527, + "IoU": 0.21144013035904927, + "TN": 139638, + "TP": 7526, + "n_pred": 11053, + "n_ref": 32067 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657020060019122, + "FN": 1051, + "FP": 2572, + "IoU": 0.9336786995679871, + "TN": 120604, + "TP": 51005, + "n_pred": 53577, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8543499511241447, + "FN": 76, + "FP": 73, + "IoU": 0.7457337883959044, + "TN": 174646, + "TP": 437, + "n_pred": 510, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6942, + "IoU": 0.0, + "TN": 168290, + "TP": 0, + "n_pred": 6942, + "n_ref": 0 + }, + "7": { + "Dice": 0.7302904564315352, + "FN": 13148, + "FP": 242, + "IoU": 0.5751633986928104, + "TN": 143714, + "TP": 18128, + "n_pred": 18370, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5104, + "IoU": 0.0, + "TN": 170128, + "TP": 0, + "n_pred": 5104, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.40081637753295707, + "FN": 56581, + "FP": 961, + "IoU": 0.25063812053966766, + "TN": 98444, + "TP": 19246, + "n_pred": 20207, + "n_ref": 75827 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 48996, + "IoU": 0.0, + "TN": 126236, + "TP": 0, + "n_pred": 48996, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8124405660905074, + "FN": 6703, + "FP": 3, + "IoU": 0.6841262364578427, + "TN": 154002, + "TP": 14524, + "n_pred": 14527, + "n_ref": 21227 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 0.667644410137656, + "FN": 9760, + "FP": 3157, + "IoU": 0.5011007686068518, + "TN": 499805, + "TP": 12974, + "n_pred": 16131, + "n_ref": 22734 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 519602, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 525588, + "TP": 0, + "n_pred": 108, + "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": 4935, + "IoU": 0.0, + "TN": 520761, + "TP": 0, + "n_pred": 4935, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 16667, + "FP": 0, + "IoU": 0.0, + "TN": 509029, + "TP": 0, + "n_pred": 0, + "n_ref": 16667 + }, + "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": 0.5266839513476831, + "FN": 50957, + "FP": 30646, + "IoU": 0.35748198889807487, + "TN": 398691, + "TP": 45402, + "n_pred": 76048, + "n_ref": 96359 + }, + "7": { + "Dice": 0.3886672870073335, + "FN": 6761, + "FP": 87188, + "IoU": 0.24120858707415962, + "TN": 401882, + "TP": 29865, + "n_pred": 117053, + "n_ref": 36626 + }, + "8": { + "Dice": 0.8827385287691187, + "FN": 2237, + "FP": 17, + "IoU": 0.7900912646675359, + "TN": 514958, + "TP": 8484, + "n_pred": 8501, + "n_ref": 10721 + }, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0349.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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 523672, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "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": 125, + "IoU": 0.0, + "TN": 525571, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 61297, + "IoU": 0.0, + "TN": 464399, + "TP": 0, + "n_pred": 61297, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 318, + "FP": 0, + "IoU": 0.0, + "TN": 525378, + "TP": 0, + "n_pred": 0, + "n_ref": 318 + }, + "2": { + "Dice": 0.5886599488644909, + "FN": 20977, + "FP": 903, + "IoU": 0.4170929241261722, + "TN": 488160, + "TP": 15656, + "n_pred": 16559, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22214, + "IoU": 0.0, + "TN": 503482, + "TP": 0, + "n_pred": 22214, + "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": 0.46783842965511846, + "FN": 224, + "FP": 54214, + "IoU": 0.3053453622060306, + "TN": 447329, + "TP": 23929, + "n_pred": 78143, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1855, + "IoU": 0.0, + "TN": 523841, + "TP": 0, + "n_pred": 1855, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7901, + "IoU": 0.0, + "TN": 868259, + "TP": 0, + "n_pred": 7901, + "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": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 876078, + "TP": 0, + "n_pred": 82, + "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": 32, + "IoU": 0.0, + "TN": 876128, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "3": { + "Dice": 0.9515548894717123, + "FN": 2422, + "FP": 164, + "IoU": 0.9075867490976665, + "TN": 848177, + "TP": 25397, + "n_pred": 25561, + "n_ref": 27819 + }, + "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": 0.8538669011323266, + "FN": 4084, + "FP": 8215, + "IoU": 0.7449980303124546, + "TN": 827929, + "TP": 35932, + "n_pred": 44147, + "n_ref": 40016 + }, + "7": { + "Dice": 0.0, + "FN": 142, + "FP": 51912, + "IoU": 0.0, + "TN": 824106, + "TP": 0, + "n_pred": 51912, + "n_ref": 142 + }, + "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": 2397, + "IoU": 0.0, + "TN": 873763, + "TP": 0, + "n_pred": 2397, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 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": 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": 636, + "FP": 0, + "IoU": 0.0, + "TN": 525060, + "TP": 0, + "n_pred": 0, + "n_ref": 636 + }, + "6": { + "Dice": 0.6193073702904985, + "FN": 14036, + "FP": 9972, + "IoU": 0.4485483278206542, + "TN": 482160, + "TP": 19528, + "n_pred": 29500, + "n_ref": 33564 + }, + "7": { + "Dice": 0.0, + "FN": 1957, + "FP": 3966, + "IoU": 0.0, + "TN": 519773, + "TP": 0, + "n_pred": 3966, + "n_ref": 1957 + }, + "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": 90, + "IoU": 0.0, + "TN": 525606, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.20237621629418046, + "FN": 2849.2633333333333, + "FP": 1548.5366666666666, + "IoU": 0.15863142040905676, + "TN": 280674.4133333333, + "TP": 4060.586666666667, + "n_pred": 5609.123333333333, + "n_ref": 6909.849999999999 + }, + "mean": { + "1": { + "Dice": 0.3888570503394868, + "FN": 4537.65, + "FP": 1432.5, + "IoU": 0.3134035989790028, + "TN": 280385.5, + "TP": 2777.15, + "n_pred": 4209.65, + "n_ref": 7314.8 + }, + "10": { + "Dice": 0.3419890030026467, + "FN": 1585.7, + "FP": 1448.45, + "IoU": 0.25659435385785434, + "TN": 283786.4, + "TP": 2312.25, + "n_pred": 3760.7, + "n_ref": 3897.95 + }, + "11": { + "Dice": 0.0, + "FN": 95.15, + "FP": 0.0, + "IoU": 0.0, + "TN": 289037.65, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 95.15 + }, + "12": { + "Dice": 0.0, + "FN": 98.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 289034.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 98.7 + }, + "13": { + "Dice": 0.07858533568158405, + "FN": 823.05, + "FP": 562.7, + "IoU": 0.05009333250820682, + "TN": 287332.75, + "TP": 414.3, + "n_pred": 977.0, + "n_ref": 1237.35 + }, + "14": { + "Dice": 0.11104419471816096, + "FN": 221.9, + "FP": 1561.85, + "IoU": 0.07685894706967504, + "TN": 286265.8, + "TP": 1083.25, + "n_pred": 2645.1, + "n_ref": 1305.15 + }, + "15": { + "Dice": 0.050342552651611264, + "FN": 786.85, + "FP": 83.25, + "IoU": 0.027989391117882737, + "TN": 288163.5, + "TP": 99.2, + "n_pred": 182.45, + "n_ref": 886.05 + }, + "2": { + "Dice": 0.15045710068422924, + "FN": 501.25, + "FP": 4468.3, + "IoU": 0.12917308315924156, + "TN": 278736.5, + "TP": 5426.75, + "n_pred": 9895.05, + "n_ref": 5928.0 + }, + "3": { + "Dice": 0.06959367910061108, + "FN": 4547.55, + "FP": 406.1, + "IoU": 0.04110761110031764, + "TN": 283764.05, + "TP": 415.1, + "n_pred": 821.2, + "n_ref": 4962.65 + }, + "4": { + "Dice": 0.0, + "FN": 697.4, + "FP": 193.5, + "IoU": 0.0, + "TN": 288241.9, + "TP": 0.0, + "n_pred": 193.5, + "n_ref": 697.4 + }, + "5": { + "Dice": 0.3113596851872392, + "FN": 276.65, + "FP": 83.8, + "IoU": 0.20440624069130534, + "TN": 288681.45, + "TP": 90.9, + "n_pred": 174.7, + "n_ref": 367.55 + }, + "6": { + "Dice": 0.5818438330930901, + "FN": 12331.2, + "FP": 5625.2, + "IoU": 0.48700014682944615, + "TN": 247276.05, + "TP": 23900.35, + "n_pred": 29525.55, + "n_ref": 36231.55 + }, + "7": { + "Dice": 0.4008476067913496, + "FN": 14071.0, + "FP": 6928.4, + "IoU": 0.33766779899888294, + "TN": 245922.3, + "TP": 22211.1, + "n_pred": 29139.5, + "n_ref": 36282.1 + }, + "8": { + "Dice": 0.31777582224524187, + "FN": 1991.2, + "FP": 298.9, + "IoU": 0.2599244581765814, + "TN": 285716.8, + "TP": 1125.9, + "n_pred": 1424.8, + "n_ref": 3117.1 + }, + "9": { + "Dice": 0.23294738091745587, + "FN": 173.7, + "FP": 135.1, + "IoU": 0.19525234364745464, + "TN": 287771.45, + "TP": 1052.55, + "n_pred": 1187.65, + "n_ref": 1226.25 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 712, + "IoU": 0.0, + "TN": 349752, + "TP": 0, + "n_pred": 712, + "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": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 446, + "IoU": 0.0, + "TN": 350018, + "TP": 0, + "n_pred": 446, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 994, + "FP": 0, + "IoU": 0.0, + "TN": 349470, + "TP": 0, + "n_pred": 0, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6731655981278646, + "FN": 162777, + "FP": 2444, + "IoU": 0.507347109163014, + "TN": 15094, + "TP": 170149, + "n_pred": 172593, + "n_ref": 332926 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47796, + "IoU": 0.0, + "TN": 302668, + "TP": 0, + "n_pred": 47796, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538072117679911, + "FN": 5719, + "FP": 4537, + "IoU": 0.9116935449152324, + "TN": 59091, + "TP": 105885, + "n_pred": 110422, + "n_ref": 111604 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9388997902429123, + "FN": 676, + "FP": 227, + "IoU": 0.884836117842112, + "TN": 167391, + "TP": 6938, + "n_pred": 7165, + "n_ref": 7614 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8009725599166377, + "FN": 182, + "FP": 391, + "IoU": 0.668018539976825, + "TN": 348738, + "TP": 1153, + "n_pred": 1544, + "n_ref": 1335 + }, + "10": { + "Dice": 0.7530505520046484, + "FN": 6006, + "FP": 794, + "IoU": 0.6039142590866728, + "TN": 333296, + "TP": 10368, + "n_pred": 11162, + "n_ref": 16374 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 548, + "FP": 0, + "IoU": 0.0, + "TN": 349916, + "TP": 0, + "n_pred": 0, + "n_ref": 548 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 350285, + "TP": 0, + "n_pred": 179, + "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": 355, + "IoU": 0.0, + "TN": 350109, + "TP": 0, + "n_pred": 355, + "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": 246, + "IoU": 0.0, + "TN": 350218, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "5": { + "Dice": 0.09363994199295629, + "FN": 4201, + "FP": 174, + "IoU": 0.04911975657465768, + "TN": 345863, + "TP": 226, + "n_pred": 400, + "n_ref": 4427 + }, + "6": { + "Dice": 0.8093295535734863, + "FN": 2828, + "FP": 5445, + "IoU": 0.6797259107274205, + "TN": 324633, + "TP": 17558, + "n_pred": 23003, + "n_ref": 20386 + }, + "7": { + "Dice": 0.8014158797433718, + "FN": 10166, + "FP": 6889, + "IoU": 0.6686354893236706, + "TN": 298995, + "TP": 34414, + "n_pred": 41303, + "n_ref": 44580 + }, + "8": { + "Dice": 0.9027344391525702, + "FN": 3447, + "FP": 1291, + "IoU": 0.822712815715622, + "TN": 323739, + "TP": 21987, + "n_pred": 23278, + "n_ref": 25434 + }, + "9": { + "Dice": 0.25921521997621877, + "FN": 102, + "FP": 521, + "IoU": 0.1489071038251366, + "TN": 349732, + "TP": 109, + "n_pred": 630, + "n_ref": 211 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9133008842901503, + "FN": 11244, + "FP": 4894, + "IoU": 0.8404358401392157, + "TN": 74094, + "TP": 85000, + "n_pred": 89894, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5063, + "IoU": 0.0, + "TN": 170169, + "TP": 0, + "n_pred": 5063, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6613920667165615, + "FN": 1454, + "FP": 1713, + "IoU": 0.49408945686900957, + "TN": 344204, + "TP": 3093, + "n_pred": 4806, + "n_ref": 4547 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2477, + "IoU": 0.0, + "TN": 347987, + "TP": 0, + "n_pred": 2477, + "n_ref": 0 + }, + "14": { + "Dice": 0.5552209735908048, + "FN": 4438, + "FP": 30273, + "IoU": 0.3842947353483752, + "TN": 294088, + "TP": 21665, + "n_pred": 51938, + "n_ref": 26103 + }, + "15": { + "Dice": 0.20137021060644505, + "FN": 15737, + "FP": 0, + "IoU": 0.11195756447153095, + "TN": 332743, + "TP": 1984, + "n_pred": 1984, + "n_ref": 17721 + }, + "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": 232, + "IoU": 0.0, + "TN": 350232, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5878453038674033, + "FN": 329, + "FP": 44, + "IoU": 0.4162754303599374, + "TN": 349825, + "TP": 266, + "n_pred": 310, + "n_ref": 595 + }, + "7": { + "Dice": 0.05432562777452851, + "FN": 96457, + "FP": 2174, + "IoU": 0.027921233146731846, + "TN": 249000, + "TP": 2833, + "n_pred": 5007, + "n_ref": 99290 + }, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.24360902255639097, + "FN": 646, + "FP": 360, + "IoU": 0.1386986301369863, + "TN": 524528, + "TP": 162, + "n_pred": 522, + "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": 0.0, + "FN": 1516, + "FP": 50, + "IoU": 0.0, + "TN": 524130, + "TP": 0, + "n_pred": 50, + "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": 0.0, + "FN": 11451, + "FP": 888, + "IoU": 0.0, + "TN": 513357, + "TP": 0, + "n_pred": 888, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7983502724996318, + "FN": 2533, + "FP": 205, + "IoU": 0.6643785241480755, + "TN": 517538, + "TP": 5420, + "n_pred": 5625, + "n_ref": 7953 + }, + "7": { + "Dice": 0.07434213465576554, + "FN": 15367, + "FP": 5352, + "IoU": 0.03860609716486474, + "TN": 504145, + "TP": 832, + "n_pred": 6184, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49888429518038174, + "FN": 44065, + "FP": 176, + "IoU": 0.33234233282525694, + "TN": 108969, + "TP": 22022, + "n_pred": 22198, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 32237, + "IoU": 0.0, + "TN": 142995, + "TP": 0, + "n_pred": 32237, + "n_ref": 0 + }, + "7": { + "Dice": 0.8466229952563813, + "FN": 10763, + "FP": 101, + "IoU": 0.7340383862122992, + "TN": 134384, + "TP": 29984, + "n_pred": 30085, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3484, + "IoU": 0.0, + "TN": 171748, + "TP": 0, + "n_pred": 3484, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5761920640213405, + "FN": 7692, + "FP": 3747, + "IoU": 0.40468384074941455, + "TN": 331249, + "TP": 7776, + "n_pred": 11523, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20034423407917384, + "FN": 2440, + "FP": 4529, + "IoU": 0.11132364192807957, + "TN": 342622, + "TP": 873, + "n_pred": 5402, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 227, + "IoU": 0.0, + "TN": 350237, + "TP": 0, + "n_pred": 227, + "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": 182, + "IoU": 0.0, + "TN": 350282, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.757101769039833, + "FN": 312, + "FP": 5853, + "IoU": 0.6091422050339187, + "TN": 334691, + "TP": 9608, + "n_pred": 15461, + "n_ref": 9920 + }, + "7": { + "Dice": 0.4399938534036777, + "FN": 80302, + "FP": 7162, + "IoU": 0.28204623062779094, + "TN": 228640, + "TP": 34360, + "n_pred": 41522, + "n_ref": 114662 + }, + "8": { + "Dice": 0.7392996108949417, + "FN": 2, + "FP": 65, + "IoU": 0.5864197530864198, + "TN": 350302, + "TP": 95, + "n_pred": 160, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 349893, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19623478625816895, + "FN": 26794, + "FP": 18, + "IoU": 0.10879175668938008, + "TN": 145147, + "TP": 3273, + "n_pred": 3291, + "n_ref": 30067 + }, + "10": { + "Dice": 0.8470249935989601, + "FN": 1719, + "FP": 6048, + "IoU": 0.734642979159549, + "TN": 145962, + "TP": 21503, + "n_pred": 27551, + "n_ref": 23222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 93, + "FP": 0, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 0, + "n_ref": 93 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1766, + "IoU": 0.0, + "TN": 173466, + "TP": 0, + "n_pred": 1766, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04566905160602831, + "FN": 680, + "FP": 24396, + "IoU": 0.02336812587630472, + "TN": 149556, + "TP": 600, + "n_pred": 24996, + "n_ref": 1280 + }, + "7": { + "Dice": 0.9001998232047482, + "FN": 10492, + "FP": 2943, + "IoU": 0.8185121644805273, + "TN": 101205, + "TP": 60592, + "n_pred": 63535, + "n_ref": 71084 + }, + "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": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 423, + "IoU": 0.0, + "TN": 700505, + "TP": 0, + "n_pred": 423, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 786, + "IoU": 0.0, + "TN": 700142, + "TP": 0, + "n_pred": 786, + "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": 423, + "IoU": 0.0, + "TN": 700505, + "TP": 0, + "n_pred": 423, + "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": 465, + "IoU": 0.0, + "TN": 700463, + "TP": 0, + "n_pred": 465, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8381576054337685, + "FN": 13415, + "FP": 13820, + "IoU": 0.7214038748746906, + "TN": 603170, + "TP": 70523, + "n_pred": 84343, + "n_ref": 83938 + }, + "7": { + "Dice": 0.764291764191583, + "FN": 14747, + "FP": 37015, + "IoU": 0.6185050338291004, + "TN": 565246, + "TP": 83920, + "n_pred": 120935, + "n_ref": 98667 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22983, + "IoU": 0.0, + "TN": 502713, + "TP": 0, + "n_pred": 22983, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6082, + "IoU": 0.0, + "TN": 519614, + "TP": 0, + "n_pred": 6082, + "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": 47, + "IoU": 0.0, + "TN": 525649, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 736, + "IoU": 0.0, + "TN": 524960, + "TP": 0, + "n_pred": 736, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 525491, + "TP": 0, + "n_pred": 205, + "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": 91, + "IoU": 0.0, + "TN": 525605, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7347067354556478, + "FN": 43789, + "FP": 845, + "IoU": 0.5806612237995472, + "TN": 419257, + "TP": 61805, + "n_pred": 62650, + "n_ref": 105594 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11116, + "IoU": 0.0, + "TN": 514580, + "TP": 0, + "n_pred": 11116, + "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": 607, + "IoU": 0.0, + "TN": 525089, + "TP": 0, + "n_pred": 607, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1104, + "FP": 0, + "IoU": 0.0, + "TN": 349360, + "TP": 0, + "n_pred": 0, + "n_ref": 1104 + }, + "10": { + "Dice": 0.2563042579578338, + "FN": 9223, + "FP": 8767, + "IoU": 0.14698909435751542, + "TN": 329374, + "TP": 3100, + "n_pred": 11867, + "n_ref": 12323 + }, + "11": { + "Dice": 0.0, + "FN": 1887, + "FP": 0, + "IoU": 0.0, + "TN": 348577, + "TP": 0, + "n_pred": 0, + "n_ref": 1887 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5069237870550826, + "FN": 12505, + "FP": 1916, + "IoU": 0.3395163506457818, + "TN": 328630, + "TP": 7413, + "n_pred": 9329, + "n_ref": 19918 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 584, + "IoU": 0.0, + "TN": 349880, + "TP": 0, + "n_pred": 584, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5507637950743012, + "FN": 4306, + "FP": 17, + "IoU": 0.3800372866771834, + "TN": 343491, + "TP": 2650, + "n_pred": 2667, + "n_ref": 6956 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4707, + "IoU": 0.0, + "TN": 345757, + "TP": 0, + "n_pred": 4707, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 124, + "FP": 0, + "IoU": 0.0, + "TN": 350340, + "TP": 0, + "n_pred": 0, + "n_ref": 124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8265197351629708, + "FN": 831, + "FP": 10724, + "IoU": 0.7043320283513728, + "TN": 311383, + "TP": 27526, + "n_pred": 38250, + "n_ref": 28357 + }, + "7": { + "Dice": 0.9362114740851899, + "FN": 15982, + "FP": 3359, + "IoU": 0.8800729198315899, + "TN": 189191, + "TP": 141932, + "n_pred": 145291, + "n_ref": 157914 + }, + "8": { + "Dice": 0.2513157894736842, + "FN": 87, + "FP": 1051, + "IoU": 0.1437170805116629, + "TN": 349135, + "TP": 191, + "n_pred": 1242, + "n_ref": 278 + }, + "9": { + "Dice": 0.9055216846110606, + "FN": 3372, + "FP": 998, + "IoU": 0.8273546144121365, + "TN": 325152, + "TP": 20942, + "n_pred": 21940, + "n_ref": 24314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8191467076321486, + "FN": 1589, + "FP": 3591, + "IoU": 0.6936904973094435, + "TN": 158321, + "TP": 11731, + "n_pred": 15322, + "n_ref": 13320 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 264, + "IoU": 0.0, + "TN": 174968, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8046111970966536, + "FN": 7210, + "FP": 3773, + "IoU": 0.6730958121260827, + "TN": 141635, + "TP": 22614, + "n_pred": 26387, + "n_ref": 29824 + }, + "7": { + "Dice": 0.7944629427636489, + "FN": 27144, + "FP": 1498, + "IoU": 0.659011631367787, + "TN": 91235, + "TP": 55355, + "n_pred": 56853, + "n_ref": 82499 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5290794283815221, + "FN": 1332, + "FP": 1502, + "IoU": 0.359692724807953, + "TN": 170806, + "TP": 1592, + "n_pred": 3094, + "n_ref": 2924 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.013305093950255241, + "FN": 36288, + "FP": 50, + "IoU": 0.0066970997457835605, + "TN": 138649, + "TP": 245, + "n_pred": 295, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 174749, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 174839, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2928, + "IoU": 0.0, + "TN": 172304, + "TP": 0, + "n_pred": 2928, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6632037663904128, + "FN": 16958, + "FP": 354, + "IoU": 0.49611432895770874, + "TN": 316107, + "TP": 17045, + "n_pred": 17399, + "n_ref": 34003 + }, + "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": 12269, + "IoU": 0.0, + "TN": 338195, + "TP": 0, + "n_pred": 12269, + "n_ref": 0 + }, + "3": { + "Dice": 0.34778349253000246, + "FN": 21068, + "FP": 236, + "IoU": 0.21049510821227393, + "TN": 323480, + "TP": 5680, + "n_pred": 5916, + "n_ref": 26748 + }, + "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": 883, + "IoU": 0.0, + "TN": 349581, + "TP": 0, + "n_pred": 883, + "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_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 175004, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1409, + "IoU": 0.0, + "TN": 173823, + "TP": 0, + "n_pred": 1409, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12477, + "IoU": 0.0, + "TN": 162755, + "TP": 0, + "n_pred": 12477, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6714, + "IoU": 0.0, + "TN": 168518, + "TP": 0, + "n_pred": 6714, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8063, + "IoU": 0.0, + "TN": 167169, + "TP": 0, + "n_pred": 8063, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9101283880171184, + "FN": 61, + "FP": 2, + "IoU": 0.8350785340314136, + "TN": 174850, + "TP": 319, + "n_pred": 321, + "n_ref": 380 + }, + "10": { + "Dice": 0.08231707317073171, + "FN": 4974, + "FP": 444, + "IoU": 0.04292527821939587, + "TN": 169571, + "TP": 243, + "n_pred": 687, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 58881, + "IoU": 0.0, + "TN": 116351, + "TP": 0, + "n_pred": 58881, + "n_ref": 0 + }, + "3": { + "Dice": 0.06977858207366404, + "FN": 69790, + "FP": 118, + "IoU": 0.036150558389631875, + "TN": 102702, + "TP": 2622, + "n_pred": 2740, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733756/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.21837761227095948, + "FN": 2197.9073333333336, + "FP": 2083.608666666667, + "IoU": 0.17761334881332988, + "TN": 272491.832, + "TP": 3597.8520000000003, + "n_pred": 5681.460666666667, + "n_ref": 5795.759333333333 + }, + "mean": { + "1": { + "Dice": 0.2629717360522578, + "FN": 2560.2799999999997, + "FP": 1359.23, + "IoU": 0.21976547985536685, + "TN": 273807.9, + "TP": 2643.79, + "n_pred": 4003.0199999999995, + "n_ref": 5204.070000000001 + }, + "10": { + "Dice": 0.29897050984021095, + "FN": 1661.8400000000001, + "FP": 2127.79, + "IoU": 0.2176804365450339, + "TN": 274603.44000000006, + "TP": 1978.1299999999999, + "n_pred": 4105.92, + "n_ref": 3639.97 + }, + "11": { + "Dice": 0.0, + "FN": 147.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 280223.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 147.4 + }, + "12": { + "Dice": 0.0, + "FN": 137.38000000000002, + "FP": 0.0, + "IoU": 0.0, + "TN": 280233.82, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 137.38000000000002 + }, + "13": { + "Dice": 0.09001419125266699, + "FN": 1729.1299999999999, + "FP": 621.85, + "IoU": 0.05789256006753187, + "TN": 277683.07, + "TP": 337.15, + "n_pred": 959.0, + "n_ref": 2066.2799999999997 + }, + "14": { + "Dice": 0.3741949922856292, + "FN": 1883.0099999999998, + "FP": 1550.45, + "IoU": 0.3385474853787009, + "TN": 271613.3, + "TP": 5324.4400000000005, + "n_pred": 6874.890000000001, + "n_ref": 7207.45 + }, + "15": { + "Dice": 0.11376473433938727, + "FN": 1102.6200000000001, + "FP": 689.3, + "IoU": 0.08517422572043201, + "TN": 278509.4, + "TP": 69.88000000000001, + "n_pred": 759.18, + "n_ref": 1172.5000000000002 + }, + "2": { + "Dice": 0.3895562996478119, + "FN": 2555.4700000000003, + "FP": 3379.1400000000003, + "IoU": 0.3364338740155624, + "TN": 268096.49, + "TP": 6340.1, + "n_pred": 9719.24, + "n_ref": 8895.57 + }, + "3": { + "Dice": 0.21472698639938087, + "FN": 4250.87, + "FP": 2241.07, + "IoU": 0.17112399828427274, + "TN": 271947.9, + "TP": 1931.3600000000001, + "n_pred": 4172.43, + "n_ref": 6182.2300000000005 + }, + "4": { + "Dice": 0.038375571624083865, + "FN": 777.5, + "FP": 122.05999999999999, + "IoU": 0.022290892684090426, + "TN": 279445.23, + "TP": 26.410000000000004, + "n_pred": 148.46999999999997, + "n_ref": 803.9100000000001 + }, + "5": { + "Dice": 0.06960113908778828, + "FN": 532.57, + "FP": 48.339999999999996, + "IoU": 0.04475900567722079, + "TN": 279767.31999999995, + "TP": 22.970000000000002, + "n_pred": 71.31, + "n_ref": 555.5400000000001 + }, + "6": { + "Dice": 0.5682808483377471, + "FN": 5665.110000000001, + "FP": 10940.17, + "IoU": 0.49113473498140314, + "TN": 241469.15, + "TP": 22296.77, + "n_pred": 33236.939999999995, + "n_ref": 27961.880000000005 + }, + "7": { + "Dice": 0.26667239236469376, + "FN": 7729.4, + "FP": 7257.0199999999995, + "IoU": 0.2061258386240572, + "TN": 254254.36999999997, + "TP": 11130.41, + "n_pred": 18387.43, + "n_ref": 18859.809999999998 + }, + "8": { + "Dice": 0.38030429535777116, + "FN": 1249.74, + "FP": 360.1, + "IoU": 0.3209694821723595, + "TN": 277510.44, + "TP": 1250.92, + "n_pred": 1611.02, + "n_ref": 2500.6600000000003 + }, + "9": { + "Dice": 0.20823048747496337, + "FN": 986.29, + "FP": 557.6099999999999, + "IoU": 0.1523022181939168, + "TN": 278211.85, + "TP": 615.45, + "n_pred": 1173.0600000000002, + "n_ref": 1601.7400000000002 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_004/summary.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9470a906c2cf59a9134253c0d6a0f596f50768c5 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.466281435623812, + "FN": 46327.49199999999, + "FP": 32937.066666666666, + "IoU": 0.36909109722159816, + "TN": 96237433.24266668, + "TP": 140263.03866666666, + "n_pred": 173200.10533333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8484533148579263, + "FN": 27218.74, + "FP": 23763.24, + "IoU": 0.7655737031953946, + "TN": 96238909.46, + "TP": 167069.4, + "n_pred": 190832.64, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5492597235254782, + "FN": 31002.92, + "FP": 34479.54, + "IoU": 0.39693297839704067, + "TN": 96348258.74, + "TP": 43219.64, + "n_pred": 77699.18, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.24563713631778497, + "FN": 47628.58, + "FP": 10381.4, + "IoU": 0.1470102919564589, + "TN": 96388721.3, + "TP": 10229.56, + "n_pred": 20610.96, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.592305631057335, + "FN": 57256.2, + "FP": 27182.94, + "IoU": 0.4922130720434138, + "TN": 96291419.76, + "TP": 81101.94, + "n_pred": 108284.88, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3149580548127746, + "FN": 40233.08, + "FP": 3038.4, + "IoU": 0.22084185574748263, + "TN": 96399875.4, + "TP": 13813.96, + "n_pred": 16852.36, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5682527197634026, + "FN": 69935.22, + "FP": 42945.12, + "IoU": 0.43489879455042646, + "TN": 96257174.02, + "TP": 86906.48, + "n_pred": 129851.6, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6082071512088426, + "FN": 62058.7, + "FP": 53495.6, + "IoU": 0.4689689196268163, + "TN": 96240062.66, + "TP": 101343.88, + "n_pred": 154839.48, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.27688858059022875, + "FN": 21867.84, + "FP": 833.56, + "IoU": 0.18566962054506586, + "TN": 96429549.78, + "TP": 4709.66, + "n_pred": 5543.22, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.193575367900521, + "FN": 15054.96, + "FP": 589.36, + "IoU": 0.12608443405834932, + "TN": 96439219.32, + "TP": 2097.2, + "n_pred": 2686.56, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9145995953486417, + "FN": 107048.06, + "FP": 142850.24, + "IoU": 0.8504428163108606, + "TN": 94954886.98, + "TP": 1252175.56, + "n_pred": 1395025.8, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6145898767164104, + "FN": 113645.48, + "FP": 130795.02, + "IoU": 0.47244874238830065, + "TN": 95987241.16, + "TP": 225279.18, + "n_pred": 356074.2, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7560495301930092, + "FN": 46030.82, + "FP": 16930.42, + "IoU": 0.6183645681043026, + "TN": 96307661.24, + "TP": 86338.36, + "n_pred": 103268.78, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5114448520648246, + "FN": 47994.74, + "FP": 6771.16, + "IoU": 0.3569166614000612, + "TN": 96372534.18, + "TP": 29660.76, + "n_pred": 36431.92, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9225655519917008, + "FN": 5538, + "FP": 9092, + "IoU": 0.856261421469415, + "TN": 119491538, + "TP": 87152, + "n_pred": 96244, + "n_ref": 92690 + }, + "10": { + "Dice": 0.46079639852082105, + "FN": 49541, + "FP": 10825, + "IoU": 0.2993732590529248, + "TN": 119507160, + "TP": 25794, + "n_pred": 36619, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.10984723232590438, + "FN": 49435, + "FP": 4405, + "IoU": 0.0581155312970155, + "TN": 119536158, + "TP": 3322, + "n_pred": 7727, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2210272775243107, + "FN": 216698, + "FP": 309, + "IoU": 0.12424433198543952, + "TN": 119345526, + "TP": 30787, + "n_pred": 31096, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 10317, + "IoU": 0.0, + "TN": 119550140, + "TP": 0, + "n_pred": 10317, + "n_ref": 32863 + }, + "2": { + "Dice": 0.709080824363441, + "FN": 58980, + "FP": 8156, + "IoU": 0.5492836714690441, + "TN": 119444366, + "TP": 81818, + "n_pred": 89974, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8074032409540123, + "FN": 11760, + "FP": 63913, + "IoU": 0.67701277471179, + "TN": 119359029, + "TP": 158618, + "n_pred": 222531, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0, + "FN": 77704, + "FP": 0, + "IoU": 0.0, + "TN": 119515616, + "TP": 0, + "n_pred": 0, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 3654, + "IoU": 0.0, + "TN": 119525402, + "TP": 0, + "n_pred": 3654, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9314700968652527, + "FN": 50114, + "FP": 116426, + "IoU": 0.8717304907729752, + "TN": 118294960, + "TP": 1131820, + "n_pred": 1248246, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 310988, + "IoU": 0.0, + "TN": 119282332, + "TP": 0, + "n_pred": 310988, + "n_ref": 0 + }, + "8": { + "Dice": 0.5814251803158952, + "FN": 159137, + "FP": 24249, + "IoU": 0.4098657132835403, + "TN": 119282567, + "TP": 127367, + "n_pred": 151616, + "n_ref": 286504 + }, + "9": { + "Dice": 0.34886593547013095, + "FN": 60153, + "FP": 995, + "IoU": 0.2112886790749268, + "TN": 119515791, + "TP": 16381, + "n_pred": 17376, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8620442434052492, + "FN": 13615, + "FP": 42380, + "IoU": 0.7575375742066224, + "TN": 72594717, + "TP": 174948, + "n_pred": 217328, + "n_ref": 188563 + }, + "10": { + "Dice": 0.39474189648744223, + "FN": 33512, + "FP": 73632, + "IoU": 0.24590556224178825, + "TN": 72683577, + "TP": 34939, + "n_pred": 108571, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.31603749023691746, + "FN": 38044, + "FP": 14498, + "IoU": 0.18767489680122448, + "TN": 72760979, + "TP": 12139, + "n_pred": 26637, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7674863655661147, + "FN": 18135, + "FP": 17464, + "IoU": 0.6227001017466508, + "TN": 72731308, + "TP": 58753, + "n_pred": 76217, + "n_ref": 76888 + }, + "15": { + "Dice": 0.47506256849819245, + "FN": 27960, + "FP": 4131, + "IoU": 0.31152921994336225, + "TN": 72779048, + "TP": 14521, + "n_pred": 18652, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8660071976052828, + "FN": 19976, + "FP": 15879, + "IoU": 0.7636796245765282, + "TN": 72673938, + "TP": 115867, + "n_pred": 131746, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8611378570907962, + "FN": 14905, + "FP": 21294, + "IoU": 0.7561388026219171, + "TN": 72677219, + "TP": 112242, + "n_pred": 133536, + "n_ref": 127147 + }, + "4": { + "Dice": 0.2304769392033543, + "FN": 23492, + "FP": 0, + "IoU": 0.13024805627545352, + "TN": 72798650, + "TP": 3518, + "n_pred": 3518, + "n_ref": 27010 + }, + "5": { + "Dice": 0.18183731453225296, + "FN": 7775, + "FP": 0, + "IoU": 0.10001157541382104, + "TN": 72817021, + "TP": 864, + "n_pred": 864, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9060706069553712, + "FN": 89439, + "FP": 142432, + "IoU": 0.8282715618725555, + "TN": 71475441, + "TP": 1118348, + "n_pred": 1260780, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5563354084499516, + "FN": 103536, + "FP": 112333, + "IoU": 0.385363339730193, + "TN": 72474446, + "TP": 135345, + "n_pred": 247678, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8476303865557735, + "FN": 8714, + "FP": 9075, + "IoU": 0.7355542671958851, + "TN": 72758391, + "TP": 49480, + "n_pred": 58555, + "n_ref": 58194 + }, + "9": { + "Dice": 0.47961560327910946, + "FN": 51833, + "FP": 4917, + "IoU": 0.3154568044196762, + "TN": 72742758, + "TP": 26152, + "n_pred": 31069, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540344989178984, + "FN": 14722, + "FP": 8917, + "IoU": 0.9121089538143502, + "TN": 71540530, + "TP": 245319, + "n_pred": 254236, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7712281748992688, + "FN": 23950, + "FP": 17441, + "IoU": 0.6276414865193102, + "TN": 71698329, + "TP": 69768, + "n_pred": 87209, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3807959239550968, + "FN": 47907, + "FP": 4108, + "IoU": 0.23517475628225676, + "TN": 71741479, + "TP": 15994, + "n_pred": 20102, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7001194180722653, + "FN": 239586, + "FP": 2492, + "IoU": 0.5386028746071287, + "TN": 71284825, + "TP": 282585, + "n_pred": 285077, + "n_ref": 522171 + }, + "15": { + "Dice": 0.08986958337518436, + "FN": 172163, + "FP": 0, + "IoU": 0.04704892534719339, + "TN": 71628825, + "TP": 8500, + "n_pred": 8500, + "n_ref": 180663 + }, + "2": { + "Dice": 0.28256449596849903, + "FN": 120538, + "FP": 13197, + "IoU": 0.16452699114767821, + "TN": 71649417, + "TP": 26336, + "n_pred": 39533, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6471882083126568, + "FN": 40230, + "FP": 117606, + "IoU": 0.47840225247107576, + "TN": 71506887, + "TP": 144765, + "n_pred": 262371, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6354806925350724, + "FN": 7203, + "FP": 566, + "IoU": 0.4657176260229695, + "TN": 71794947, + "TP": 6772, + "n_pred": 7338, + "n_ref": 13975 + }, + "5": { + "Dice": 0.5010343400910219, + "FN": 6710, + "FP": 526, + "IoU": 0.33425338117582115, + "TN": 71798619, + "TP": 3633, + "n_pred": 4159, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9615171214973653, + "FN": 48987, + "FP": 47005, + "IoU": 0.9258863495985176, + "TN": 70514288, + "TP": 1199208, + "n_pred": 1246213, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8547305872610987, + "FN": 29732, + "FP": 40090, + "IoU": 0.7463139919340188, + "TN": 71534258, + "TP": 205408, + "n_pred": 245498, + "n_ref": 235140 + }, + "8": { + "Dice": 0.809240891980808, + "FN": 14698, + "FP": 16671, + "IoU": 0.6796008416235981, + "TN": 71711582, + "TP": 66537, + "n_pred": 83208, + "n_ref": 81235 + }, + "9": { + "Dice": 0.5681622425808472, + "FN": 51876, + "FP": 3274, + "IoU": 0.396806299901564, + "TN": 71718058, + "TP": 36280, + "n_pred": 39554, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8949885102889951, + "FN": 23936, + "FP": 20711, + "IoU": 0.8099359315467956, + "TN": 135210605, + "TP": 190258, + "n_pred": 210969, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6468705248083565, + "FN": 31382, + "FP": 27306, + "IoU": 0.4780551578160991, + "TN": 135333069, + "TP": 53753, + "n_pred": 81059, + "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": 0.3584320454020523, + "FN": 29710, + "FP": 9178, + "IoU": 0.2183473699021125, + "TN": 135395759, + "TP": 10863, + "n_pred": 20041, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8765719412861529, + "FN": 17965, + "FP": 17251, + "IoU": 0.780265308923914, + "TN": 135285244, + "TP": 125050, + "n_pred": 142301, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3601446732705336, + "FN": 37956, + "FP": 9456, + "IoU": 0.21961978437988644, + "TN": 135384755, + "TP": 13343, + "n_pred": 22799, + "n_ref": 51299 + }, + "2": { + "Dice": 0.23221622158902658, + "FN": 181504, + "FP": 3882, + "IoU": 0.13136008171641966, + "TN": 135232089, + "TP": 28035, + "n_pred": 31917, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6757283331383311, + "FN": 27614, + "FP": 163621, + "IoU": 0.5102641323888693, + "TN": 135055024, + "TP": 199251, + "n_pred": 362872, + "n_ref": 226865 + }, + "4": { + "Dice": 0.2748217981145091, + "FN": 30865, + "FP": 673, + "IoU": 0.15930052780295356, + "TN": 135407996, + "TP": 5976, + "n_pred": 6649, + "n_ref": 36841 + }, + "5": { + "Dice": 0.029617152682738533, + "FN": 27622, + "FP": 31, + "IoU": 0.015031166518254676, + "TN": 135417435, + "TP": 422, + "n_pred": 453, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9452561859297438, + "FN": 71958, + "FP": 112258, + "IoU": 0.8961950507033555, + "TN": 133670874, + "TP": 1590420, + "n_pred": 1702678, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4958366589207913, + "FN": 44592, + "FP": 269349, + "IoU": 0.32964282892643687, + "TN": 134977191, + "TP": 154378, + "n_pred": 423727, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5150885498270695, + "FN": 174730, + "FP": 41605, + "IoU": 0.3468816606990828, + "TN": 135114276, + "TP": 114899, + "n_pred": 156504, + "n_ref": 289629 + }, + "9": { + "Dice": 0.14098246209869905, + "FN": 90562, + "FP": 493, + "IoU": 0.07583708019121663, + "TN": 135346983, + "TP": 7472, + "n_pred": 7965, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8548002953079057, + "FN": 20593, + "FP": 59454, + "IoU": 0.7464202896714269, + "TN": 105438337, + "TP": 235621, + "n_pred": 295075, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2482189563734628, + "FN": 43308, + "FP": 60740, + "IoU": 0.1416951948855434, + "TN": 105632780, + "TP": 17177, + "n_pred": 77917, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2629822910428608, + "FN": 65532, + "FP": 20618, + "IoU": 0.15139873916469662, + "TN": 105652485, + "TP": 15370, + "n_pred": 35988, + "n_ref": 80902 + }, + "14": { + "Dice": 0.865359874153646, + "FN": 45897, + "FP": 1092, + "IoU": 0.7626734278484593, + "TN": 105556012, + "TP": 151004, + "n_pred": 152096, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5892365210547029, + "FN": 15954, + "FP": 746, + "IoU": 0.4176720831299254, + "TN": 105725327, + "TP": 11978, + "n_pred": 12724, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6914170207832403, + "FN": 15726, + "FP": 106708, + "IoU": 0.5283707886809605, + "TN": 105494407, + "TP": 137164, + "n_pred": 243872, + "n_ref": 152890 + }, + "3": { + "Dice": 0.783260217595185, + "FN": 57460, + "FP": 5631, + "IoU": 0.6437368358640473, + "TN": 105576914, + "TP": 114000, + "n_pred": 119631, + "n_ref": 171460 + }, + "4": { + "Dice": 0.000282027779736304, + "FN": 40848, + "FP": 1689, + "IoU": 0.00014103377758973275, + "TN": 105711462, + "TP": 6, + "n_pred": 1695, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0885762869067862, + "FN": 11792, + "FP": 0, + "IoU": 0.04634047715325516, + "TN": 105741640, + "TP": 573, + "n_pred": 573, + "n_ref": 12365 + }, + "6": { + "Dice": 0.941911222567788, + "FN": 116661, + "FP": 58478, + "IoU": 0.890200560347719, + "TN": 104158924, + "TP": 1419942, + "n_pred": 1478420, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.723628661949887, + "FN": 39639, + "FP": 135086, + "IoU": 0.5669421118899144, + "TN": 105350537, + "TP": 228743, + "n_pred": 363829, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8709809823505268, + "FN": 12276, + "FP": 10356, + "IoU": 0.7714493456131847, + "TN": 105654981, + "TP": 76392, + "n_pred": 86748, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5970044843049327, + "FN": 41524, + "FP": 3410, + "IoU": 0.42552130610992495, + "TN": 105675788, + "TP": 33283, + "n_pred": 36693, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.932132497318064, + "FN": 12568, + "FP": 22480, + "IoU": 0.872891529124189, + "TN": 96862147, + "TP": 240685, + "n_pred": 263165, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6608606077632626, + "FN": 34947, + "FP": 44726, + "IoU": 0.4934965034965035, + "TN": 96980580, + "TP": 77627, + "n_pred": 122353, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.3563477645968715, + "FN": 35283, + "FP": 17510, + "IoU": 0.2168024092453306, + "TN": 97070473, + "TP": 14614, + "n_pred": 32124, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8637772284513189, + "FN": 61971, + "FP": 1898, + "IoU": 0.7602181984735117, + "TN": 96871517, + "TP": 202494, + "n_pred": 204392, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 10545, + "IoU": 0.0, + "TN": 97104963, + "TP": 0, + "n_pred": 10545, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6311448200939515, + "FN": 12515, + "FP": 134161, + "IoU": 0.4610749401096398, + "TN": 96865716, + "TP": 125488, + "n_pred": 259649, + "n_ref": 138003 + }, + "3": { + "Dice": 0.1814797207123096, + "FN": 142621, + "FP": 282, + "IoU": 0.09979526914233519, + "TN": 96979135, + "TP": 15842, + "n_pred": 16124, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7400072182622034, + "FN": 11093, + "FP": 433, + "IoU": 0.5873106806545169, + "TN": 97109951, + "TP": 16403, + "n_pred": 16836, + "n_ref": 27496 + }, + "5": { + "Dice": 0.16370821049990592, + "FN": 13328, + "FP": 5, + "IoU": 0.08915152343216286, + "TN": 97123242, + "TP": 1305, + "n_pred": 1310, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9600704784005846, + "FN": 82545, + "FP": 35388, + "IoU": 0.9232072543954638, + "TN": 95602149, + "TP": 1417798, + "n_pred": 1453186, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8539227046154868, + "FN": 35741, + "FP": 39018, + "IoU": 0.7450829957581462, + "TN": 96844612, + "TP": 218509, + "n_pred": 257527, + "n_ref": 254250 + }, + "8": { + "Dice": 0.913613694731028, + "FN": 14751, + "FP": 6676, + "IoU": 0.8409657690823263, + "TN": 97003148, + "TP": 113305, + "n_pred": 119981, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7785452415906556, + "FN": 20056, + "FP": 7549, + "IoU": 0.6373917955049981, + "TN": 97061751, + "TP": 48524, + "n_pred": 56073, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9285432837630435, + "FN": 5016, + "FP": 20917, + "IoU": 0.8666176334440867, + "TN": 130572366, + "TP": 168493, + "n_pred": 189410, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5675393774610913, + "FN": 28821, + "FP": 44981, + "IoU": 0.39619893805888945, + "TN": 130644563, + "TP": 48427, + "n_pred": 93408, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.31271004085974713, + "FN": 48433, + "FP": 8421, + "IoU": 0.18533272195792974, + "TN": 130697004, + "TP": 12934, + "n_pred": 21355, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9206725830290096, + "FN": 20515, + "FP": 3423, + "IoU": 0.8530058335891925, + "TN": 130603942, + "TP": 138912, + "n_pred": 142335, + "n_ref": 159427 + }, + "15": { + "Dice": 0.44974003466204504, + "FN": 16853, + "FP": 12357, + "IoU": 0.29010620458356623, + "TN": 130725645, + "TP": 11937, + "n_pred": 24294, + "n_ref": 28790 + }, + "2": { + "Dice": 0.4950178220638039, + "FN": 110641, + "FP": 2981, + "IoU": 0.3289193914193914, + "TN": 130597480, + "TP": 55690, + "n_pred": 58671, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6035496022548659, + "FN": 52775, + "FP": 96039, + "IoU": 0.4322026784692281, + "TN": 130504702, + "TP": 113276, + "n_pred": 209315, + "n_ref": 166051 + }, + "4": { + "Dice": 0.43531004321341177, + "FN": 21575, + "FP": 117, + "IoU": 0.2782084983196353, + "TN": 130736739, + "TP": 8361, + "n_pred": 8478, + "n_ref": 29936 + }, + "5": { + "Dice": 0.28440884779745745, + "FN": 26018, + "FP": 607, + "IoU": 0.1657789196641183, + "TN": 130734876, + "TP": 5291, + "n_pred": 5898, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9444076019006589, + "FN": 51866, + "FP": 99445, + "IoU": 0.8946707115370693, + "TN": 129330240, + "TP": 1285241, + "n_pred": 1384686, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7872624405222892, + "FN": 39448, + "FP": 180031, + "IoU": 0.6491614235658201, + "TN": 130141208, + "TP": 406105, + "n_pred": 586136, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7792609867821897, + "FN": 57803, + "FP": 39876, + "IoU": 0.6383518330655253, + "TN": 130496698, + "TP": 172415, + "n_pred": 212291, + "n_ref": 230218 + }, + "9": { + "Dice": 0.3262594574644768, + "FN": 80813, + "FP": 6811, + "IoU": 0.19492833517089306, + "TN": 130657952, + "TP": 21216, + "n_pred": 28027, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8239769867610052, + "FN": 20103, + "FP": 57119, + "IoU": 0.7006469920104821, + "TN": 71978045, + "TP": 180741, + "n_pred": 237860, + "n_ref": 200844 + }, + "10": { + "Dice": 0.23898581502035646, + "FN": 42294, + "FP": 87430, + "IoU": 0.1357091936332807, + "TN": 72085915, + "TP": 20369, + "n_pred": 107799, + "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": 0.23376724913021382, + "FN": 58478, + "FP": 19926, + "IoU": 0.1323535921384622, + "TN": 72145644, + "TP": 11960, + "n_pred": 31886, + "n_ref": 70438 + }, + "14": { + "Dice": 0.10102536427415003, + "FN": 56529, + "FP": 251644, + "IoU": 0.053199954529953394, + "TN": 71910519, + "TP": 17316, + "n_pred": 268960, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 2187, + "IoU": 0.0, + "TN": 72205505, + "TP": 0, + "n_pred": 2187, + "n_ref": 28316 + }, + "2": { + "Dice": 0.7221612739079488, + "FN": 49949, + "FP": 9566, + "IoU": 0.5651427360606747, + "TN": 72099147, + "TP": 77346, + "n_pred": 86912, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7814626421753523, + "FN": 34510, + "FP": 40289, + "IoU": 0.6413120099743448, + "TN": 72027473, + "TP": 133736, + "n_pred": 174025, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 72235833, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "5": { + "Dice": 0.6842746232303243, + "FN": 3732, + "FP": 416, + "IoU": 0.520074048362837, + "TN": 72227365, + "TP": 4495, + "n_pred": 4911, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6250074437906045, + "FN": 310068, + "FP": 1131961, + "IoU": 0.454553329011203, + "TN": 69592250, + "TP": 1201729, + "n_pred": 2333690, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4595924189982615, + "FN": 151435, + "FP": 290272, + "IoU": 0.29835767148028774, + "TN": 71606475, + "TP": 187826, + "n_pred": 478098, + "n_ref": 339261 + }, + "8": { + "Dice": 0.843064994368636, + "FN": 12561, + "FP": 7922, + "IoU": 0.7287055800585422, + "TN": 72160507, + "TP": 55018, + "n_pred": 62940, + "n_ref": 67579 + }, + "9": { + "Dice": 0.2621205796410042, + "FN": 40829, + "FP": 8665, + "IoU": 0.15082782877241144, + "TN": 72177723, + "TP": 8791, + "n_pred": 17456, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7108823443961301, + "FN": 15587, + "FP": 44121, + "IoU": 0.5514487690909228, + "TN": 52420007, + "TP": 73405, + "n_pred": 117526, + "n_ref": 88992 + }, + "10": { + "Dice": 0.17198018544392227, + "FN": 42445, + "FP": 3188, + "IoU": 0.09408004446914953, + "TN": 52502748, + "TP": 4739, + "n_pred": 7927, + "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": 0.2378053479232488, + "FN": 18529, + "FP": 1253, + "IoU": 0.13494839951023263, + "TN": 52530252, + "TP": 3086, + "n_pred": 4339, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "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": 0.48789819120716543, + "FN": 83300, + "FP": 25389, + "IoU": 0.32266226279874116, + "TN": 52392655, + "TP": 51776, + "n_pred": 77165, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6139328132253677, + "FN": 68374, + "FP": 25599, + "IoU": 0.4429314964550779, + "TN": 52384428, + "TP": 74719, + "n_pred": 100318, + "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": 0.47892630091829524, + "FN": 4248, + "FP": 178, + "IoU": 0.31486068111455107, + "TN": 52546660, + "TP": 2034, + "n_pred": 2212, + "n_ref": 6282 + }, + "6": { + "Dice": 0.903722494134584, + "FN": 68502, + "FP": 81567, + "IoU": 0.8243555936333599, + "TN": 51698729, + "TP": 704322, + "n_pred": 785889, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5081763602389701, + "FN": 124122, + "FP": 9325, + "IoU": 0.3406410427444179, + "TN": 52350731, + "TP": 68942, + "n_pred": 78267, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6447454405037724, + "FN": 26973, + "FP": 8907, + "IoU": 0.4757375180817955, + "TN": 52484681, + "TP": 32559, + "n_pred": 41466, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4649511065362841, + "FN": 50988, + "FP": 11388, + "IoU": 0.3028900958894924, + "TN": 52463642, + "TP": 27102, + "n_pred": 38490, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9225205674568915, + "FN": 18107, + "FP": 28021, + "IoU": 0.8561839229538915, + "TN": 143816507, + "TP": 274615, + "n_pred": 302636, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6889039140560439, + "FN": 38674, + "FP": 15159, + "IoU": 0.525441210176484, + "TN": 144023812, + "TP": 59605, + "n_pred": 74764, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.3508005179822238, + "FN": 80462, + "FP": 7772, + "IoU": 0.2127095732245947, + "TN": 144025177, + "TP": 23839, + "n_pred": 31611, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8866727524144934, + "FN": 81789, + "FP": 2133, + "IoU": 0.7964170052762448, + "TN": 143725025, + "TP": 328303, + "n_pred": 330436, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5027492668621701, + "FN": 14437, + "FP": 1841, + "IoU": 0.33578161341657486, + "TN": 144112743, + "TP": 8229, + "n_pred": 10070, + "n_ref": 22666 + }, + "2": { + "Dice": 0.09302165028167458, + "FN": 131300, + "FP": 74, + "IoU": 0.048779604810623337, + "TN": 143999139, + "TP": 6737, + "n_pred": 6811, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6916764310296656, + "FN": 14519, + "FP": 127838, + "IoU": 0.528673829191981, + "TN": 143835215, + "TP": 159678, + "n_pred": 287516, + "n_ref": 174197 + }, + "4": { + "Dice": 0.06397976453958748, + "FN": 49450, + "FP": 877, + "IoU": 0.033047053624608524, + "TN": 144085203, + "TP": 1720, + "n_pred": 2597, + "n_ref": 51170 + }, + "5": { + "Dice": 0.16692222280970762, + "FN": 28975, + "FP": 2537, + "IoU": 0.09106117857451902, + "TN": 144102581, + "TP": 3157, + "n_pred": 5694, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9414549233300794, + "FN": 73005, + "FP": 86885, + "IoU": 0.8893857654997599, + "TN": 142691776, + "TP": 1285584, + "n_pred": 1372469, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6810167818701968, + "FN": 51718, + "FP": 133150, + "IoU": 0.5163195198463676, + "TN": 143755039, + "TP": 197343, + "n_pred": 330493, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7161919208944323, + "FN": 76147, + "FP": 45089, + "IoU": 0.5578652545896151, + "TN": 143863044, + "TP": 152970, + "n_pred": 198059, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6577875895619067, + "FN": 44701, + "FP": 7073, + "IoU": 0.4900771177843657, + "TN": 144035717, + "TP": 49759, + "n_pred": 56832, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8535225900346527, + "FN": 19306, + "FP": 47523, + "IoU": 0.7444739709790277, + "TN": 111517385, + "TP": 194706, + "n_pred": 242229, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5100666022675275, + "FN": 25937, + "FP": 12609, + "IoU": 0.34234188121683645, + "TN": 111720309, + "TP": 20065, + "n_pred": 32674, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.29865717521436663, + "FN": 41867, + "FP": 10153, + "IoU": 0.17554203119056674, + "TN": 111715824, + "TP": 11076, + "n_pred": 21229, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8285266651549197, + "FN": 11594, + "FP": 21678, + "IoU": 0.7072518345152832, + "TN": 111665266, + "TP": 80382, + "n_pred": 102060, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3565046851165831, + "FN": 8278, + "FP": 581, + "IoU": 0.21691858923362503, + "TN": 111767607, + "TP": 2454, + "n_pred": 3035, + "n_ref": 10732 + }, + "2": { + "Dice": 0.5793350369651666, + "FN": 121521, + "FP": 1611, + "IoU": 0.4077914582531743, + "TN": 111571000, + "TP": 84788, + "n_pred": 86399, + "n_ref": 206309 + }, + "3": { + "Dice": 0.47896574911607126, + "FN": 8237, + "FP": 111864, + "IoU": 0.3148947821771447, + "TN": 111603617, + "TP": 55202, + "n_pred": 167066, + "n_ref": 63439 + }, + "4": { + "Dice": 0.6339107382794059, + "FN": 9951, + "FP": 130, + "IoU": 0.46403317560742197, + "TN": 111760111, + "TP": 8728, + "n_pred": 8858, + "n_ref": 18679 + }, + "5": { + "Dice": 0.17313953878688196, + "FN": 23837, + "FP": 796, + "IoU": 0.09477436425106571, + "TN": 111751708, + "TP": 2579, + "n_pred": 3375, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9393599309264228, + "FN": 104378, + "FP": 41565, + "IoU": 0.8856538219859189, + "TN": 110502594, + "TP": 1130383, + "n_pred": 1171948, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5094353695830536, + "FN": 108622, + "FP": 141304, + "IoU": 0.341773418734988, + "TN": 111399224, + "TP": 129770, + "n_pred": 271074, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6924448968549826, + "FN": 126230, + "FP": 7920, + "IoU": 0.5295722491461113, + "TN": 111493754, + "TP": 151016, + "n_pred": 158936, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5591660072029587, + "FN": 45716, + "FP": 8876, + "IoU": 0.3880849632909264, + "TN": 111689705, + "TP": 34623, + "n_pred": 43499, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8566241203887044, + "FN": 24802, + "FP": 22264, + "IoU": 0.7492060447172667, + "TN": 198900207, + "TP": 140602, + "n_pred": 162866, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7171372694800472, + "FN": 18757, + "FP": 16245, + "IoU": 0.5590132540442473, + "TN": 199008503, + "TP": 44370, + "n_pred": 60615, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.00236621268400055, + "FN": 35551, + "FP": 708, + "IoU": 0.0011845077406203515, + "TN": 199051573, + "TP": 43, + "n_pred": 751, + "n_ref": 35594 + }, + "14": { + "Dice": 0.35807889421230993, + "FN": 36223, + "FP": 2230, + "IoU": 0.21808532270527473, + "TN": 199038697, + "TP": 10725, + "n_pred": 12955, + "n_ref": 46948 + }, + "15": { + "Dice": 0.21869415984265128, + "FN": 121554, + "FP": 0, + "IoU": 0.12277181992696622, + "TN": 198949309, + "TP": 17012, + "n_pred": 17012, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7810642167679486, + "FN": 28875, + "FP": 27580, + "IoU": 0.6407755252675651, + "TN": 198930717, + "TP": 100703, + "n_pred": 128283, + "n_ref": 129578 + }, + "3": { + "Dice": 0.7778878146440862, + "FN": 29649, + "FP": 32701, + "IoU": 0.6365109717137327, + "TN": 198916343, + "TP": 109182, + "n_pred": 141883, + "n_ref": 138831 + }, + "4": { + "Dice": 0.06372984638821887, + "FN": 16367, + "FP": 5758, + "IoU": 0.03291371623393653, + "TN": 199064997, + "TP": 753, + "n_pred": 6511, + "n_ref": 17120 + }, + "5": { + "Dice": 0.2670653135132859, + "FN": 16897, + "FP": 508, + "IoU": 0.15411158631415242, + "TN": 199067299, + "TP": 3171, + "n_pred": 3679, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9365152963464375, + "FN": 72401, + "FP": 74375, + "IoU": 0.8806100295839457, + "TN": 197858492, + "TP": 1082607, + "n_pred": 1156982, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7091515946824899, + "FN": 31883, + "FP": 70071, + "IoU": 0.5493686104125137, + "TN": 198861628, + "TP": 124293, + "n_pred": 194364, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8376531052010456, + "FN": 14370, + "FP": 25937, + "IoU": 0.720656723865495, + "TN": 198943583, + "TP": 103985, + "n_pred": 129922, + "n_ref": 118355 + }, + "9": { + "Dice": 0.73568038205061, + "FN": 40239, + "FP": 5146, + "IoU": 0.5818784835782395, + "TN": 198979330, + "TP": 63160, + "n_pred": 68306, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9291005062902318, + "FN": 11966, + "FP": 14347, + "IoU": 0.8675888930264389, + "TN": 130876470, + "TP": 172409, + "n_pred": 186756, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5509128911879515, + "FN": 24998, + "FP": 69110, + "IoU": 0.3801792782765048, + "TN": 130923361, + "TP": 57723, + "n_pred": 126833, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.16611284444782656, + "FN": 80335, + "FP": 18288, + "IoU": 0.09057964332478838, + "TN": 130966746, + "TP": 9823, + "n_pred": 28111, + "n_ref": 90158 + }, + "14": { + "Dice": 8.992356496977569e-05, + "FN": 56604, + "FP": 143548, + "IoU": 4.4963804137669175e-05, + "TN": 130875031, + "TP": 9, + "n_pred": 143557, + "n_ref": 56613 + }, + "15": { + "Dice": 0.0, + "FN": 27579, + "FP": 1756, + "IoU": 0.0, + "TN": 131045857, + "TP": 0, + "n_pred": 1756, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7473817441011531, + "FN": 43043, + "FP": 36194, + "IoU": 0.596655637566811, + "TN": 130878742, + "TP": 117213, + "n_pred": 153407, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8090139384116694, + "FN": 34082, + "FP": 39567, + "IoU": 0.6792807779234182, + "TN": 130845555, + "TP": 155988, + "n_pred": 195555, + "n_ref": 190070 + }, + "4": { + "Dice": 0.29642361946669415, + "FN": 60146, + "FP": 1253, + "IoU": 0.17400078027255728, + "TN": 131000859, + "TP": 12934, + "n_pred": 14187, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9080833432239003, + "FN": 56336, + "FP": 229435, + "IoU": 0.8316416253828657, + "TN": 129377795, + "TP": 1411626, + "n_pred": 1641061, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5310287676098023, + "FN": 261327, + "FP": 649795, + "IoU": 0.3614970503852229, + "TN": 129648226, + "TP": 515844, + "n_pred": 1165639, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8190470585267831, + "FN": 30772, + "FP": 12272, + "IoU": 0.6935475832805302, + "TN": 130934733, + "TP": 97415, + "n_pred": 109687, + "n_ref": 128187 + }, + "9": { + "Dice": 0.3751154357276393, + "FN": 48889, + "FP": 6597, + "IoU": 0.23085666759079568, + "TN": 131003052, + "TP": 16654, + "n_pred": 23251, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8961521743361511, + "FN": 8340, + "FP": 39681, + "IoU": 0.8118439457877352, + "TN": 101361981, + "TP": 207198, + "n_pred": 246879, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4339016074037993, + "FN": 14645, + "FP": 66709, + "IoU": 0.2770589698930082, + "TN": 101504668, + "TP": 31178, + "n_pred": 97887, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.40517815622447056, + "FN": 43965, + "FP": 3362, + "IoU": 0.25405856949216654, + "TN": 101553754, + "TP": 16119, + "n_pred": 19481, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8096844684605609, + "FN": 17492, + "FP": 3323, + "IoU": 0.6802267524925876, + "TN": 101552107, + "TP": 44278, + "n_pred": 47601, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7470223746004535, + "FN": 12349, + "FP": 1818, + "IoU": 0.5961976969558773, + "TN": 101582116, + "TP": 20917, + "n_pred": 22735, + "n_ref": 33266 + }, + "2": { + "Dice": 0.08712214505032592, + "FN": 164384, + "FP": 2407, + "IoU": 0.0455450643776824, + "TN": 101442450, + "TP": 7959, + "n_pred": 10366, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6487943457299997, + "FN": 12424, + "FP": 161394, + "IoU": 0.48015958464924874, + "TN": 101282832, + "TP": 160550, + "n_pred": 321944, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4110054347826087, + "FN": 11978, + "FP": 160, + "IoU": 0.2586575459598119, + "TN": 101600827, + "TP": 4235, + "n_pred": 4395, + "n_ref": 16213 + }, + "5": { + "Dice": 0.33601657766796844, + "FN": 24047, + "FP": 946, + "IoU": 0.20193505125011973, + "TN": 101585883, + "TP": 6324, + "n_pred": 7270, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9123584482272761, + "FN": 222465, + "FP": 29451, + "IoU": 0.8388411115226725, + "TN": 100054047, + "TP": 1311237, + "n_pred": 1340688, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7921818238085208, + "FN": 31061, + "FP": 177114, + "IoU": 0.6558783759211566, + "TN": 101012254, + "TP": 396771, + "n_pred": 573885, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7105788322438548, + "FN": 91119, + "FP": 23598, + "IoU": 0.551083579215941, + "TN": 101361658, + "TP": 140825, + "n_pred": 164423, + "n_ref": 231944 + }, + "9": { + "Dice": 0.5185591860894032, + "FN": 50773, + "FP": 5350, + "IoU": 0.3500370593412702, + "TN": 101530852, + "TP": 30225, + "n_pred": 35575, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8375011944775667, + "FN": 10010, + "FP": 68214, + "IoU": 0.7204318752836817, + "TN": 118902409, + "TP": 201579, + "n_pred": 269793, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6837195914973456, + "FN": 16611, + "FP": 42727, + "IoU": 0.519433083620166, + "TN": 119058737, + "TP": 64137, + "n_pred": 106864, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.32510021221410046, + "FN": 22045, + "FP": 23751, + "IoU": 0.19410129166226728, + "TN": 119125386, + "TP": 11030, + "n_pred": 34781, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 45909, + "IoU": 0.0, + "TN": 119070436, + "TP": 0, + "n_pred": 45909, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 0, + "IoU": 0.0, + "TN": 119161492, + "TP": 0, + "n_pred": 0, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7030223111691527, + "FN": 27681, + "FP": 112401, + "IoU": 0.5420465727539908, + "TN": 118876325, + "TP": 165805, + "n_pred": 278206, + "n_ref": 193486 + }, + "3": { + "Dice": 0.4876381743113396, + "FN": 132218, + "FP": 3915, + "IoU": 0.32243486051315234, + "TN": 118981297, + "TP": 64782, + "n_pred": 68697, + "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": 0.289794933655006, + "FN": 14719, + "FP": 0, + "IoU": 0.16945040063198286, + "TN": 119164490, + "TP": 3003, + "n_pred": 3003, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9370429095714411, + "FN": 98063, + "FP": 122424, + "IoU": 0.8815434959784197, + "TN": 117320879, + "TP": 1640846, + "n_pred": 1763270, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6567350845600327, + "FN": 74980, + "FP": 157767, + "IoU": 0.48890957919862627, + "TN": 118726819, + "TP": 222646, + "n_pred": 380413, + "n_ref": 297626 + }, + "8": { + "Dice": 0.803423203948112, + "FN": 18185, + "FP": 13123, + "IoU": 0.6714347182721673, + "TN": 119086925, + "TP": 63979, + "n_pred": 77102, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4755207126682461, + "FN": 53707, + "FP": 16472, + "IoU": 0.31192336728991205, + "TN": 119080219, + "TP": 31814, + "n_pred": 48286, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 80382, + "IoU": 0.0, + "TN": 61252098, + "TP": 0, + "n_pred": 80382, + "n_ref": 0 + }, + "10": { + "Dice": 0.5625259276330952, + "FN": 10020, + "FP": 27944, + "IoU": 0.39132944269864683, + "TN": 61270108, + "TP": 24408, + "n_pred": 52352, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.25703167095731305, + "FN": 41963, + "FP": 20086, + "IoU": 0.1474677804951774, + "TN": 61259698, + "TP": 10733, + "n_pred": 30819, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8993955488614519, + "FN": 43663, + "FP": 7101, + "IoU": 0.8171832740918406, + "TN": 61054803, + "TP": 226913, + "n_pred": 234014, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3352397341161386, + "FN": 78357, + "FP": 449, + "IoU": 0.20137418040678173, + "TN": 61233803, + "TP": 19871, + "n_pred": 20320, + "n_ref": 98228 + }, + "2": { + "Dice": 0.598912363683053, + "FN": 88641, + "FP": 8198, + "IoU": 0.42746245713610026, + "TN": 61163340, + "TP": 72301, + "n_pred": 80499, + "n_ref": 160942 + }, + "3": { + "Dice": 0.658334571386124, + "FN": 22295, + "FP": 88093, + "IoU": 0.49068460537607617, + "TN": 61115742, + "TP": 106350, + "n_pred": 194443, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3734189381415555, + "FN": 32476, + "FP": 120, + "IoU": 0.2295729041102366, + "TN": 61290171, + "TP": 9713, + "n_pred": 9833, + "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": 0.9088461539966192, + "FN": 44506, + "FP": 188499, + "IoU": 0.8329221010634674, + "TN": 59937891, + "TP": 1161584, + "n_pred": 1350083, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3655032605447717, + "FN": 141844, + "FP": 74744, + "IoU": 0.223618225550326, + "TN": 61053509, + "TP": 62383, + "n_pred": 137127, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5936979909061229, + "FN": 44935, + "FP": 6088, + "IoU": 0.4221696243530651, + "TN": 61244179, + "TP": 37278, + "n_pred": 43366, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5115576156522268, + "FN": 38156, + "FP": 10001, + "IoU": 0.34368654173764907, + "TN": 61259105, + "TP": 25218, + "n_pred": 35219, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583467817759803, + "FN": 6427, + "FP": 8414, + "IoU": 0.9200247884895187, + "TN": 148921930, + "TP": 170729, + "n_pred": 179143, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5446052834512085, + "FN": 35725, + "FP": 26282, + "IoU": 0.374197650478382, + "TN": 149008416, + "TP": 37077, + "n_pred": 63359, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.11675163648773022, + "FN": 78722, + "FP": 6689, + "IoU": 0.06199481637673519, + "TN": 149016444, + "TP": 5645, + "n_pred": 12334, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8524764873577918, + "FN": 13076, + "FP": 14609, + "IoU": 0.7428836777339215, + "TN": 148999825, + "TP": 79990, + "n_pred": 94599, + "n_ref": 93066 + }, + "15": { + "Dice": 0.14672603839696327, + "FN": 35028, + "FP": 39, + "IoU": 0.07917126201354971, + "TN": 149069418, + "TP": 3015, + "n_pred": 3054, + "n_ref": 38043 + }, + "2": { + "Dice": 0.676431694863023, + "FN": 70300, + "FP": 12649, + "IoU": 0.5110667067484808, + "TN": 148937847, + "TP": 86704, + "n_pred": 99353, + "n_ref": 157004 + }, + "3": { + "Dice": 0.1650877830763638, + "FN": 48506, + "FP": 68623, + "IoU": 0.08997039834044239, + "TN": 148978791, + "TP": 11580, + "n_pred": 80203, + "n_ref": 60086 + }, + "4": { + "Dice": 0.42591132407351245, + "FN": 18811, + "FP": 119, + "IoU": 0.27057644882860665, + "TN": 149081548, + "TP": 7022, + "n_pred": 7141, + "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": 0.9503447236901452, + "FN": 58875, + "FP": 50555, + "IoU": 0.9053874592343846, + "TN": 147950888, + "TP": 1047182, + "n_pred": 1097737, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7496541154934974, + "FN": 63816, + "FP": 77322, + "IoU": 0.5995573903051453, + "TN": 148755045, + "TP": 211317, + "n_pred": 288639, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7519064104589108, + "FN": 83875, + "FP": 11938, + "IoU": 0.6024439326984917, + "TN": 148866495, + "TP": 145192, + "n_pred": 157130, + "n_ref": 229067 + }, + "9": { + "Dice": 0.45493204511047985, + "FN": 60742, + "FP": 3346, + "IoU": 0.29444144749155043, + "TN": 149016667, + "TP": 26745, + "n_pred": 30091, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41508930875311795, + "FN": 370325, + "FP": 37697, + "IoU": 0.26190075633003557, + "TN": 100159999, + "TP": 144779, + "n_pred": 182476, + "n_ref": 515104 + }, + "10": { + "Dice": 0.26265285326086957, + "FN": 26099, + "FP": 43365, + "IoU": 0.15118040959968718, + "TN": 100630964, + "TP": 12372, + "n_pred": 55737, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 3509, + "IoU": 0.0, + "TN": 100670136, + "TP": 0, + "n_pred": 3509, + "n_ref": 39155 + }, + "14": { + "Dice": 0.0, + "FN": 153895, + "FP": 3502, + "IoU": 0.0, + "TN": 100555403, + "TP": 0, + "n_pred": 3502, + "n_ref": 153895 + }, + "15": { + "Dice": 0.48112847277471915, + "FN": 65029, + "FP": 189, + "IoU": 0.31676706301398566, + "TN": 100617345, + "TP": 30237, + "n_pred": 30426, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1462266699078951, + "FN": 211501, + "FP": 41373, + "IoU": 0.07888055542401713, + "TN": 100438271, + "TP": 21655, + "n_pred": 63028, + "n_ref": 233156 + }, + "3": { + "Dice": 0.573132017343451, + "FN": 80327, + "FP": 133606, + "IoU": 0.4016713699584115, + "TN": 100355249, + "TP": 143618, + "n_pred": 277224, + "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": 0.0, + "FN": 16473, + "FP": 3, + "IoU": 0.0, + "TN": 100696324, + "TP": 0, + "n_pred": 3, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6280562835623373, + "FN": 881439, + "FP": 535902, + "IoU": 0.4577857502734329, + "TN": 98098813, + "TP": 1196646, + "n_pred": 1732548, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.27856230203743015, + "FN": 117903, + "FP": 163848, + "IoU": 0.1618195664978908, + "TN": 100376654, + "TP": 54395, + "n_pred": 218243, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7203951105074701, + "FN": 33069, + "FP": 23544, + "IoU": 0.5629824615574631, + "TN": 100583256, + "TP": 72931, + "n_pred": 96475, + "n_ref": 106000 + }, + "9": { + "Dice": 0.3129054565811572, + "FN": 78100, + "FP": 26225, + "IoU": 0.18547001873828858, + "TN": 100584720, + "TP": 23755, + "n_pred": 49980, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8455966043820544, + "FN": 6513, + "FP": 19533, + "IoU": 0.7324966364373967, + "TN": 78853333, + "TP": 71321, + "n_pred": 90854, + "n_ref": 77834 + }, + "10": { + "Dice": 0.41012914196424466, + "FN": 25558, + "FP": 12947, + "IoU": 0.25796380875296293, + "TN": 78898809, + "TP": 13386, + "n_pred": 26333, + "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": 0.010464594787635168, + "FN": 59090, + "FP": 483, + "IoU": 0.00525981832754475, + "TN": 78890812, + "TP": 315, + "n_pred": 798, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0937481893504838, + "FN": 24842, + "FP": 22081, + "IoU": 0.049179331306990884, + "TN": 78901350, + "TP": 2427, + "n_pred": 24508, + "n_ref": 27269 + }, + "15": { + "Dice": 0.5668131330201984, + "FN": 34803, + "FP": 2364, + "IoU": 0.39549143665728737, + "TN": 78889217, + "TP": 24316, + "n_pred": 26680, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7677229030245392, + "FN": 36752, + "FP": 1593, + "IoU": 0.6230115814932065, + "TN": 78848986, + "TP": 63369, + "n_pred": 64962, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8772500655995802, + "FN": 9455, + "FP": 11596, + "IoU": 0.7813405627746097, + "TN": 78854427, + "TP": 75222, + "n_pred": 86818, + "n_ref": 84677 + }, + "4": { + "Dice": 0.22985089413979293, + "FN": 14808, + "FP": 739, + "IoU": 0.12984832372530364, + "TN": 78932833, + "TP": 2320, + "n_pred": 3059, + "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": 0.9180961930507174, + "FN": 71647, + "FP": 41729, + "IoU": 0.8485931809774618, + "TN": 78201883, + "TP": 635441, + "n_pred": 677170, + "n_ref": 707088 + }, + "7": { + "Dice": 0.23523528983926104, + "FN": 617617, + "FP": 55327, + "IoU": 0.13329555406728144, + "TN": 78174260, + "TP": 103496, + "n_pred": 158823, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5043728624198787, + "FN": 216891, + "FP": 7582, + "IoU": 0.33723168679323273, + "TN": 78612010, + "TP": 114217, + "n_pred": 121799, + "n_ref": 331108 + }, + "9": { + "Dice": 0.10793115420862061, + "FN": 53784, + "FP": 171, + "IoU": 0.05704398888481099, + "TN": 78893481, + "TP": 3264, + "n_pred": 3435, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460753626277022, + "FN": 6144, + "FP": 10050, + "IoU": 0.8976688930875635, + "TN": 104846189, + "TP": 142057, + "n_pred": 152107, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7267553563926621, + "FN": 22362, + "FP": 26419, + "IoU": 0.57079003633868, + "TN": 104890787, + "TP": 64872, + "n_pred": 91291, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.21105312228735545, + "FN": 67971, + "FP": 5648, + "IoU": 0.11797618191838594, + "TN": 104920974, + "TP": 9847, + "n_pred": 15495, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9135652369694923, + "FN": 9218, + "FP": 2299, + "IoU": 0.8408836573133833, + "TN": 104932059, + "TP": 60864, + "n_pred": 63163, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5283543155268232, + "FN": 15043, + "FP": 1591, + "IoU": 0.3590227736888752, + "TN": 104978489, + "TP": 9317, + "n_pred": 10908, + "n_ref": 24360 + }, + "2": { + "Dice": 0.1368961375424838, + "FN": 158042, + "FP": 2201, + "IoU": 0.07347745893345514, + "TN": 104831489, + "TP": 12708, + "n_pred": 14909, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6255634730940202, + "FN": 13520, + "FP": 154104, + "IoU": 0.45514176962557734, + "TN": 104696793, + "TP": 140023, + "n_pred": 294127, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 527, + "IoU": 0.0, + "TN": 105003913, + "TP": 0, + "n_pred": 527, + "n_ref": 0 + }, + "5": { + "Dice": 0.3501923749562784, + "FN": 22571, + "FP": 5296, + "IoU": 0.21226255088195387, + "TN": 104969064, + "TP": 7509, + "n_pred": 12805, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9681885870656415, + "FN": 32751, + "FP": 46310, + "IoU": 0.9383387069854358, + "TN": 103722258, + "TP": 1203121, + "n_pred": 1249431, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6378270201730868, + "FN": 21336, + "FP": 215737, + "IoU": 0.46824230814953716, + "TN": 104558611, + "TP": 208756, + "n_pred": 424493, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6229414653877268, + "FN": 193688, + "FP": 15124, + "IoU": 0.4523710864354239, + "TN": 104623138, + "TP": 172490, + "n_pred": 187614, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5789158151370218, + "FN": 50100, + "FP": 13114, + "IoU": 0.40737615779802755, + "TN": 104897772, + "TP": 43454, + "n_pred": 56568, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7789432642479509, + "FN": 150412, + "FP": 1534, + "IoU": 0.6379255291263756, + "TN": 177256634, + "TP": 267708, + "n_pred": 269242, + "n_ref": 418120 + }, + "10": { + "Dice": 0.19394734205804942, + "FN": 61313, + "FP": 27194, + "IoU": 0.10738742373052292, + "TN": 177577133, + "TP": 10648, + "n_pred": 37842, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.05895878209937798, + "FN": 74647, + "FP": 3115, + "IoU": 0.03037482231477094, + "TN": 177596090, + "TP": 2436, + "n_pred": 5551, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8770621917342253, + "FN": 14363, + "FP": 2985, + "IoU": 0.7810425343935378, + "TN": 177597058, + "TP": 61882, + "n_pred": 64867, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7356351927960001, + "FN": 9118, + "FP": 981, + "IoU": 0.5818219461697722, + "TN": 177652138, + "TP": 14051, + "n_pred": 15032, + "n_ref": 23169 + }, + "2": { + "Dice": 0.10258042554696445, + "FN": 202764, + "FP": 235, + "IoU": 0.05406312179346788, + "TN": 177461687, + "TP": 11602, + "n_pred": 11837, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6638637775522189, + "FN": 11486, + "FP": 186550, + "IoU": 0.4968533644990409, + "TN": 177282693, + "TP": 195559, + "n_pred": 382109, + "n_ref": 207045 + }, + "4": { + "Dice": 0.3343329414869371, + "FN": 27465, + "FP": 282, + "IoU": 0.20072014979115657, + "TN": 177641573, + "TP": 6968, + "n_pred": 7250, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4689237466581494, + "FN": 21271, + "FP": 1176, + "IoU": 0.3062706678616683, + "TN": 177643931, + "TP": 9910, + "n_pred": 11086, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9091145554668401, + "FN": 148875, + "FP": 182367, + "IoU": 0.833373073243169, + "TN": 175688362, + "TP": 1656684, + "n_pred": 1839051, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6655230698375003, + "FN": 77015, + "FP": 215658, + "IoU": 0.49871455608937304, + "TN": 177092443, + "TP": 291172, + "n_pred": 506830, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7304137071742242, + "FN": 49666, + "FP": 60897, + "IoU": 0.575316314693749, + "TN": 177415946, + "TP": 149779, + "n_pred": 210676, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6242618181818181, + "FN": 70847, + "FP": 6649, + "IoU": 0.4537649869954114, + "TN": 177534415, + "TP": 64377, + "n_pred": 71026, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.937133362539669, + "FN": 11655, + "FP": 11879, + "IoU": 0.8817036206714554, + "TN": 193806594, + "TP": 175407, + "n_pred": 187286, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7143127337510601, + "FN": 28507, + "FP": 18318, + "IoU": 0.5555882464598915, + "TN": 193900171, + "TP": 58539, + "n_pred": 76857, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.24845364643134932, + "FN": 56815, + "FP": 4058, + "IoU": 0.14184817086064708, + "TN": 193934600, + "TP": 10062, + "n_pred": 14120, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7926674871480812, + "FN": 8597, + "FP": 26612, + "IoU": 0.6565444719745596, + "TN": 193903021, + "TP": 67305, + "n_pred": 93917, + "n_ref": 75902 + }, + "15": { + "Dice": 0.24898705013108763, + "FN": 17832, + "FP": 1074, + "IoU": 0.14219600725952813, + "TN": 193983495, + "TP": 3134, + "n_pred": 4208, + "n_ref": 20966 + }, + "2": { + "Dice": 0.854733153892107, + "FN": 11560, + "FP": 31724, + "IoU": 0.7463179055578674, + "TN": 193834912, + "TP": 127339, + "n_pred": 159063, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7946314225705651, + "FN": 41483, + "FP": 6625, + "IoU": 0.6592435189120271, + "TN": 193864355, + "TP": 93072, + "n_pred": 99697, + "n_ref": 134555 + }, + "4": { + "Dice": 0.5562856475767987, + "FN": 12690, + "FP": 613, + "IoU": 0.3853155900563719, + "TN": 193983893, + "TP": 8339, + "n_pred": 8952, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0022631867129038145, + "FN": 27239, + "FP": 94, + "IoU": 0.0011328753106271013, + "TN": 193978171, + "TP": 31, + "n_pred": 125, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9365177964680809, + "FN": 69770, + "FP": 108563, + "IoU": 0.8806144506770512, + "TN": 192511778, + "TP": 1315424, + "n_pred": 1423987, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8677293340562922, + "FN": 40314, + "FP": 45554, + "IoU": 0.7663621077148284, + "TN": 193638009, + "TP": 281658, + "n_pred": 327212, + "n_ref": 321972 + }, + "8": { + "Dice": 0.77762578655458, + "FN": 85072, + "FP": 4338, + "IoU": 0.6361601692846097, + "TN": 193759795, + "TP": 156330, + "n_pred": 160668, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5524873766352996, + "FN": 59902, + "FP": 2492, + "IoU": 0.38168052403650815, + "TN": 193904626, + "TP": 38515, + "n_pred": 41007, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8831081297942678, + "FN": 4393, + "FP": 24743, + "IoU": 0.7906836403344923, + "TN": 99516604, + "TP": 110060, + "n_pred": 134803, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5913696830952329, + "FN": 31387, + "FP": 24304, + "IoU": 0.41981893758659844, + "TN": 99559811, + "TP": 40298, + "n_pred": 64602, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3282360872762932, + "FN": 34720, + "FP": 9122, + "IoU": 0.19634117280442873, + "TN": 99601247, + "TP": 10711, + "n_pred": 19833, + "n_ref": 45431 + }, + "14": { + "Dice": 0.24296841716035786, + "FN": 39027, + "FP": 55150, + "IoU": 0.13828346600786898, + "TN": 99546510, + "TP": 15113, + "n_pred": 70263, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 0, + "IoU": 0.0, + "TN": 99617853, + "TP": 0, + "n_pred": 0, + "n_ref": 37947 + }, + "2": { + "Dice": 0.655609253011442, + "FN": 10498, + "FP": 99031, + "IoU": 0.48766272341580014, + "TN": 99442017, + "TP": 104254, + "n_pred": 203285, + "n_ref": 114752 + }, + "3": { + "Dice": 0.24269822090746218, + "FN": 106334, + "FP": 2722, + "IoU": 0.13810844773217631, + "TN": 99529269, + "TP": 17475, + "n_pred": 20197, + "n_ref": 123809 + }, + "4": { + "Dice": 0.3434767401189227, + "FN": 14978, + "FP": 38, + "IoU": 0.20734797297297297, + "TN": 99636856, + "TP": 3928, + "n_pred": 3966, + "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": 0.9323332653014944, + "FN": 120715, + "FP": 58319, + "IoU": 0.8732437145424153, + "TN": 98243373, + "TP": 1233393, + "n_pred": 1291712, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.592622636122897, + "FN": 16475, + "FP": 190434, + "IoU": 0.421082967037579, + "TN": 99298393, + "TP": 150498, + "n_pred": 340932, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6655987749468573, + "FN": 34854, + "FP": 31532, + "IoU": 0.49879958325154394, + "TN": 99523346, + "TP": 66068, + "n_pred": 97600, + "n_ref": 100922 + }, + "9": { + "Dice": 0.31074083207101844, + "FN": 77892, + "FP": 372, + "IoU": 0.18395095197380767, + "TN": 99559894, + "TP": 17642, + "n_pred": 18014, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8688078333768324, + "FN": 102384, + "FP": 1667, + "IoU": 0.7680461896853439, + "TN": 62634935, + "TP": 344534, + "n_pred": 346201, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7799411479759676, + "FN": 16907, + "FP": 13530, + "IoU": 0.6392651851851852, + "TN": 62999145, + "TP": 53938, + "n_pred": 67468, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.10607271274470635, + "FN": 43000, + "FP": 1750, + "IoU": 0.056006750342790845, + "TN": 63036115, + "TP": 2655, + "n_pred": 4405, + "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": 0.5114902486228972, + "FN": 81026, + "FP": 1007, + "IoU": 0.34362572912249256, + "TN": 62958541, + "TP": 42946, + "n_pred": 43953, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7479286045572195, + "FN": 2612, + "FP": 81629, + "IoU": 0.5973530002198664, + "TN": 62874302, + "TP": 124977, + "n_pred": 206606, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "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": 0.864747974928994, + "FN": 212321, + "FP": 74637, + "IoU": 0.7617233493813034, + "TN": 61879214, + "TP": 917348, + "n_pred": 991985, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5566573544331289, + "FN": 63106, + "FP": 85909, + "IoU": 0.38567235309152975, + "TN": 62840954, + "TP": 93551, + "n_pred": 179460, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7153076866924593, + "FN": 33566, + "FP": 28834, + "IoU": 0.5567929996022501, + "TN": 62942728, + "TP": 78392, + "n_pred": 107226, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6917361415825655, + "FN": 19242, + "FP": 1834, + "IoU": 0.5287435994901952, + "TN": 63038797, + "TP": 23647, + "n_pred": 25481, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9106421375437596, + "FN": 18807, + "FP": 38829, + "IoU": 0.8359439711487281, + "TN": 109257499, + "TP": 293683, + "n_pred": 332512, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4773864365573334, + "FN": 42176, + "FP": 57997, + "IoU": 0.31353092341956484, + "TN": 109462893, + "TP": 45752, + "n_pred": 103749, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.15331003763151832, + "FN": 72794, + "FP": 15404, + "IoU": 0.08301882869114084, + "TN": 109512635, + "TP": 7985, + "n_pred": 23389, + "n_ref": 80779 + }, + "14": { + "Dice": 0.24837607912161597, + "FN": 73209, + "FP": 70273, + "IoU": 0.14179760630185, + "TN": 109441629, + "TP": 23707, + "n_pred": 93980, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7554234416337208, + "FN": 40008, + "FP": 1131, + "IoU": 0.6069722561907673, + "TN": 109504146, + "TP": 63533, + "n_pred": 64664, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6835783628466792, + "FN": 90590, + "FP": 23717, + "IoU": 0.5192700754485277, + "TN": 109371040, + "TP": 123471, + "n_pred": 147188, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8129472312028352, + "FN": 41760, + "FP": 52084, + "IoU": 0.6848450655033566, + "TN": 109311047, + "TP": 203927, + "n_pred": 256011, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 211, + "IoU": 0.0, + "TN": 109558317, + "TP": 0, + "n_pred": 211, + "n_ref": 50290 + }, + "5": { + "Dice": 0.21493864778061433, + "FN": 9247, + "FP": 286, + "IoU": 0.12040966968075291, + "TN": 109597980, + "TP": 1305, + "n_pred": 1591, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8509641370216442, + "FN": 90134, + "FP": 316302, + "IoU": 0.7405897104167877, + "TN": 108042049, + "TP": 1160333, + "n_pred": 1476635, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7490766786764911, + "FN": 418526, + "FP": 103664, + "IoU": 0.5988190210443505, + "TN": 108307186, + "TP": 779442, + "n_pred": 883106, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8602744530667719, + "FN": 20741, + "FP": 1568, + "IoU": 0.7548084320664717, + "TN": 109517832, + "TP": 68677, + "n_pred": 70245, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3836908331411291, + "FN": 40229, + "FP": 7869, + "IoU": 0.23738703028381164, + "TN": 109545748, + "TP": 14972, + "n_pred": 22841, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8962034048633867, + "FN": 4212, + "FP": 8427, + "IoU": 0.8119280389268336, + "TN": 67000149, + "TP": 54564, + "n_pred": 62991, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4794238335669295, + "FN": 50405, + "FP": 11251, + "IoU": 0.31529090363921064, + "TN": 66977305, + "TP": 28391, + "n_pred": 39642, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1244225020382281, + "FN": 35464, + "FP": 3198, + "IoU": 0.06633823564925499, + "TN": 67025943, + "TP": 2747, + "n_pred": 5945, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6539855664043366, + "FN": 35422, + "FP": 6962, + "IoU": 0.48586816759261503, + "TN": 66984914, + "TP": 40054, + "n_pred": 47016, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 10303, + "IoU": 0.0, + "TN": 67025687, + "TP": 0, + "n_pred": 10303, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8381011340676087, + "FN": 22843, + "FP": 24753, + "IoU": 0.7213202100813275, + "TN": 66896561, + "TP": 123195, + "n_pred": 147948, + "n_ref": 146038 + }, + "3": { + "Dice": 0.880123190390615, + "FN": 28627, + "FP": 7261, + "IoU": 0.7859107205707775, + "TN": 66899721, + "TP": 131743, + "n_pred": 139004, + "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": 0.0, + "FN": 8921, + "FP": 28, + "IoU": 0.0, + "TN": 67058403, + "TP": 0, + "n_pred": 28, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9500301498846409, + "FN": 69171, + "FP": 37150, + "IoU": 0.9048166000007162, + "TN": 65950340, + "TP": 1010691, + "n_pred": 1047841, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.34989248650031457, + "FN": 275701, + "FP": 6380, + "IoU": 0.21204223581664292, + "TN": 66709362, + "TP": 75909, + "n_pred": 82289, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9060683184869127, + "FN": 13089, + "FP": 1969, + "IoU": 0.8282677371896491, + "TN": 66979669, + "TP": 72625, + "n_pred": 74594, + "n_ref": 85714 + }, + "9": { + "Dice": 0.802924791086351, + "FN": 22000, + "FP": 5168, + "IoU": 0.670738801628854, + "TN": 66984840, + "TP": 55344, + "n_pred": 60512, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3254434337822388, + "FN": 144778, + "FP": 2133, + "IoU": 0.19434603783932, + "TN": 74336930, + "TP": 35439, + "n_pred": 37572, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6564833812064013, + "FN": 24152, + "FP": 9334, + "IoU": 0.4886306369592108, + "TN": 74453797, + "TP": 31997, + "n_pred": 41331, + "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": 0.16073469042278557, + "FN": 37193, + "FP": 22300, + "IoU": 0.08739070409572021, + "TN": 74454090, + "TP": 5697, + "n_pred": 27997, + "n_ref": 42890 + }, + "14": { + "Dice": 0.27572126786413975, + "FN": 25240, + "FP": 9881, + "IoU": 0.15990527675453284, + "TN": 74477474, + "TP": 6685, + "n_pred": 16566, + "n_ref": 31925 + }, + "15": { + "Dice": 0.0, + "FN": 30359, + "FP": 10013, + "IoU": 0.0, + "TN": 74478908, + "TP": 0, + "n_pred": 10013, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9111461392295733, + "FN": 14317, + "FP": 10373, + "IoU": 0.8367937811093263, + "TN": 74367999, + "TP": 126591, + "n_pred": 136964, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8752683662362821, + "FN": 24163, + "FP": 13310, + "IoU": 0.7782019638830193, + "TN": 74350329, + "TP": 131478, + "n_pred": 144788, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 8720, + "IoU": 0.0, + "TN": 74497282, + "TP": 0, + "n_pred": 8720, + "n_ref": 13278 + }, + "5": { + "Dice": 0.2418349538768387, + "FN": 8699, + "FP": 424, + "IoU": 0.1375496313102666, + "TN": 74508702, + "TP": 1455, + "n_pred": 1879, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9031287977355242, + "FN": 174637, + "FP": 132411, + "IoU": 0.8233681364512325, + "TN": 72780930, + "TP": 1431302, + "n_pred": 1563713, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.33653152991687874, + "FN": 124943, + "FP": 41640, + "IoU": 0.20230712873088766, + "TN": 74310449, + "TP": 42248, + "n_pred": 83888, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9218860074425852, + "FN": 8763, + "FP": 662, + "IoU": 0.8550914038837041, + "TN": 74454239, + "TP": 55616, + "n_pred": 56278, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6207680430058332, + "FN": 49439, + "FP": 3611, + "IoU": 0.4500824098933336, + "TN": 74422811, + "TP": 43419, + "n_pred": 47030, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.891353825251769, + "FN": 13280, + "FP": 52453, + "IoU": 0.8040020752826678, + "TN": 65715804, + "TP": 269643, + "n_pred": 322096, + "n_ref": 282923 + }, + "10": { + "Dice": 0.44279146650136886, + "FN": 53531, + "FP": 21978, + "IoU": 0.2843494991043588, + "TN": 65945669, + "TP": 30002, + "n_pred": 51980, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.21334449560485558, + "FN": 41255, + "FP": 5728, + "IoU": 0.11940997863327961, + "TN": 65997826, + "TP": 6371, + "n_pred": 12099, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6105360295297705, + "FN": 13018, + "FP": 45224, + "IoU": 0.43940400219456555, + "TN": 65947287, + "TP": 45651, + "n_pred": 90875, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7412414595144643, + "FN": 9299, + "FP": 1381, + "IoU": 0.5888670747199446, + "TN": 66025203, + "TP": 15297, + "n_pred": 16678, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8040609765534319, + "FN": 14063, + "FP": 49240, + "IoU": 0.6723260641133812, + "TN": 65857991, + "TP": 129886, + "n_pred": 179126, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7763875973013127, + "FN": 52050, + "FP": 8305, + "IoU": 0.6345045175980428, + "TN": 65886048, + "TP": 104777, + "n_pred": 113082, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7351772040671157, + "FN": 11958, + "FP": 700, + "IoU": 0.5812491729522298, + "TN": 66020952, + "TP": 17570, + "n_pred": 18270, + "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": 0.8544288419859732, + "FN": 54636, + "FP": 275491, + "IoU": 0.7458540100356745, + "TN": 64752214, + "TP": 968839, + "n_pred": 1244330, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6881406218355222, + "FN": 453274, + "FP": 20998, + "IoU": 0.5245536475093481, + "TN": 65053650, + "TP": 523258, + "n_pred": 544256, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7228831214345515, + "FN": 25606, + "FP": 17093, + "IoU": 0.5660273805530994, + "TN": 65952789, + "TP": 55692, + "n_pred": 72785, + "n_ref": 81298 + }, + "9": { + "Dice": 0.38792719803731385, + "FN": 53087, + "FP": 552, + "IoU": 0.2406387587241814, + "TN": 65980543, + "TP": 16998, + "n_pred": 17550, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246746622210057, + "FN": 4999, + "FP": 19219, + "IoU": 0.8599022358487838, + "TN": 113299675, + "TP": 148647, + "n_pred": 167866, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7400378367016005, + "FN": 18956, + "FP": 24329, + "IoU": 0.5873492540159206, + "TN": 113367645, + "TP": 61610, + "n_pred": 85939, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.17053806419203005, + "FN": 69068, + "FP": 6885, + "IoU": 0.09321760723964613, + "TN": 113388779, + "TP": 7808, + "n_pred": 14693, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9188673696936033, + "FN": 38614, + "FP": 1116, + "IoU": 0.8499117905942707, + "TN": 113207829, + "TP": 224981, + "n_pred": 226097, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6522195433271877, + "FN": 10386, + "FP": 1875, + "IoU": 0.4839212054886775, + "TN": 113448782, + "TP": 11497, + "n_pred": 13372, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8572107805109982, + "FN": 24323, + "FP": 9913, + "IoU": 0.750104013839315, + "TN": 113335539, + "TP": 102765, + "n_pred": 112678, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8611113434658592, + "FN": 17355, + "FP": 15853, + "IoU": 0.7560979192526055, + "TN": 113336387, + "TP": 102945, + "n_pred": 118798, + "n_ref": 120300 + }, + "4": { + "Dice": 0.2625314333612741, + "FN": 26394, + "FP": 0, + "IoU": 0.15109996140486298, + "TN": 113441448, + "TP": 4698, + "n_pred": 4698, + "n_ref": 31092 + }, + "5": { + "Dice": 0.01247275369338823, + "FN": 32620, + "FP": 0, + "IoU": 0.006275513312618047, + "TN": 113439714, + "TP": 206, + "n_pred": 206, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9324132150932403, + "FN": 77839, + "FP": 76670, + "IoU": 0.8733839986363964, + "TN": 112252244, + "TP": 1065787, + "n_pred": 1142457, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7316964864728215, + "FN": 51600, + "FP": 70451, + "IoU": 0.5769096108848254, + "TN": 113184065, + "TP": 166424, + "n_pred": 236875, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7895029864057728, + "FN": 68512, + "FP": 9374, + "IoU": 0.6522139067997929, + "TN": 113248592, + "TP": 146062, + "n_pred": 155436, + "n_ref": 214574 + }, + "9": { + "Dice": 0.49779165611725323, + "FN": 70849, + "FP": 559, + "IoU": 0.33137324669001295, + "TN": 113365742, + "TP": 35390, + "n_pred": 35949, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.947354587340363, + "FN": 4642, + "FP": 8978, + "IoU": 0.8999750304775054, + "TN": 75060562, + "TP": 122546, + "n_pred": 131524, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7024732139075933, + "FN": 33705, + "FP": 22499, + "IoU": 0.5413939977479315, + "TN": 75074174, + "TP": 66350, + "n_pred": 88849, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.20170554448482006, + "FN": 48377, + "FP": 6105, + "IoU": 0.112164914853744, + "TN": 75135363, + "TP": 6883, + "n_pred": 12988, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9041885860646309, + "FN": 15148, + "FP": 9840, + "IoU": 0.8251315642145336, + "TN": 75053832, + "TP": 117908, + "n_pred": 127748, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5230721101204442, + "FN": 47060, + "FP": 1724, + "IoU": 0.35416225375979665, + "TN": 75121192, + "TP": 26752, + "n_pred": 28476, + "n_ref": 73812 + }, + "2": { + "Dice": 0.3490632318501171, + "FN": 113521, + "FP": 8777, + "IoU": 0.21143343499538975, + "TN": 75041639, + "TP": 32791, + "n_pred": 41568, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5971346674423732, + "FN": 35125, + "FP": 116526, + "IoU": 0.42565359167705014, + "TN": 74932687, + "TP": 112390, + "n_pred": 228916, + "n_ref": 147515 + }, + "4": { + "Dice": 0.2399114002907178, + "FN": 21497, + "FP": 465, + "IoU": 0.13630643385244612, + "TN": 75171300, + "TP": 3466, + "n_pred": 3931, + "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": 0.964834639524046, + "FN": 31400, + "FP": 57905, + "IoU": 0.9320584675287328, + "TN": 73882289, + "TP": 1225134, + "n_pred": 1283039, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6304707989139853, + "FN": 15388, + "FP": 144535, + "IoU": 0.46035586420065533, + "TN": 74900379, + "TP": 136426, + "n_pred": 280961, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7309034870802422, + "FN": 33753, + "FP": 3790, + "IoU": 0.5759242734019361, + "TN": 75108199, + "TP": 50986, + "n_pred": 54776, + "n_ref": 84739 + }, + "9": { + "Dice": 0.536012479835493, + "FN": 46996, + "FP": 5352, + "IoU": 0.366131864139977, + "TN": 75114143, + "TP": 30237, + "n_pred": 35589, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505558928347986, + "FN": 10739, + "FP": 10599, + "IoU": 0.9057708613014909, + "TN": 86701424, + "TP": 205110, + "n_pred": 215709, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5444719747540967, + "FN": 14221, + "FP": 77152, + "IoU": 0.3740717906562543, + "TN": 86781892, + "TP": 54607, + "n_pred": 131759, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.30139002915947116, + "FN": 44715, + "FP": 4639, + "IoU": 0.17743333333333333, + "TN": 86867872, + "TP": 10646, + "n_pred": 15285, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6424821002386635, + "FN": 20689, + "FP": 48968, + "IoU": 0.4732770745428973, + "TN": 86795626, + "TP": 62589, + "n_pred": 111557, + "n_ref": 83278 + }, + "15": { + "Dice": 0.34053393111880986, + "FN": 129233, + "FP": 207, + "IoU": 0.2052069261942773, + "TN": 86765012, + "TP": 33420, + "n_pred": 33627, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7117813123103954, + "FN": 16056, + "FP": 71540, + "IoU": 0.5525314289509039, + "TN": 86732113, + "TP": 108163, + "n_pred": 179703, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6013474387083119, + "FN": 95062, + "FP": 4761, + "IoU": 0.4299476906208598, + "TN": 86752760, + "TP": 75289, + "n_pred": 80050, + "n_ref": 170351 + }, + "4": { + "Dice": 0.36785907592383016, + "FN": 12784, + "FP": 63, + "IoU": 0.22538438347904732, + "TN": 86911287, + "TP": 3738, + "n_pred": 3801, + "n_ref": 16522 + }, + "5": { + "Dice": 0.24728781110402043, + "FN": 4698, + "FP": 20, + "IoU": 0.1410886582923721, + "TN": 86922379, + "TP": 775, + "n_pred": 795, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8735966732765947, + "FN": 39468, + "FP": 288942, + "IoU": 0.7755629378490918, + "TN": 85464611, + "TP": 1134851, + "n_pred": 1423793, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7346930502713064, + "FN": 388862, + "FP": 69278, + "IoU": 0.5806441278369955, + "TN": 85835387, + "TP": 634345, + "n_pred": 703623, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.860727753756244, + "FN": 10793, + "FP": 3315, + "IoU": 0.7555066461015891, + "TN": 86870169, + "TP": 43595, + "n_pred": 46910, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6124731567644953, + "FN": 23380, + "FP": 11268, + "IoU": 0.4414135551686335, + "TN": 86865844, + "TP": 27380, + "n_pred": 38648, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5755814420889307, + "FN": 52665, + "FP": 128, + "IoU": 0.40408167872582995, + "TN": 37661009, + "TP": 35798, + "n_pred": 35926, + "n_ref": 88463 + }, + "10": { + "Dice": 0.41472749900204287, + "FN": 41582, + "FP": 8268, + "IoU": 0.261612750325868, + "TN": 37682088, + "TP": 17662, + "n_pred": 25930, + "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": 0.1577734659228717, + "FN": 40982, + "FP": 688, + "IoU": 0.08564281482456718, + "TN": 37704027, + "TP": 3903, + "n_pred": 4591, + "n_ref": 44885 + }, + "14": { + "Dice": 0.26730913680819596, + "FN": 31235, + "FP": 347235, + "IoU": 0.15427399225490437, + "TN": 37302091, + "TP": 69039, + "n_pred": 416274, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 935, + "IoU": 0.0, + "TN": 37748665, + "TP": 0, + "n_pred": 935, + "n_ref": 0 + }, + "2": { + "Dice": 0.05591816665541876, + "FN": 97332, + "FP": 591, + "IoU": 0.028763278220247365, + "TN": 37648777, + "TP": 2900, + "n_pred": 3491, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4533948492797301, + "FN": 52142, + "FP": 36003, + "IoU": 0.29315488123686867, + "TN": 37624898, + "TP": 36557, + "n_pred": 72560, + "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": 0.2903461133176623, + "FN": 8258, + "FP": 497, + "IoU": 0.1698274227195145, + "TN": 37739054, + "TP": 1791, + "n_pred": 2288, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8893954867683945, + "FN": 118104, + "FP": 37200, + "IoU": 0.8008210629186594, + "TN": 36969879, + "TP": 624417, + "n_pred": 661617, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7815466183511758, + "FN": 76122, + "FP": 74350, + "IoU": 0.6414251296948091, + "TN": 37329961, + "TP": 269167, + "n_pred": 343517, + "n_ref": 345289 + }, + "8": { + "Dice": 0.840863727091272, + "FN": 15527, + "FP": 8152, + "IoU": 0.7254226675015655, + "TN": 37663362, + "TP": 62559, + "n_pred": 70711, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7585146715138925, + "FN": 18258, + "FP": 4991, + "IoU": 0.6109735283290385, + "TN": 37689838, + "TP": 36513, + "n_pred": 41504, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560335672701374, + "FN": 9423, + "FP": 7924, + "IoU": 0.9157704091789715, + "TN": 75700739, + "TP": 188602, + "n_pred": 196526, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5570706820272943, + "FN": 63556, + "FP": 16837, + "IoU": 0.38606927940862024, + "TN": 75775740, + "TP": 50555, + "n_pred": 67392, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.3385677514615799, + "FN": 33017, + "FP": 132, + "IoU": 0.20378065476905338, + "TN": 75865055, + "TP": 8484, + "n_pred": 8616, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8571093876232024, + "FN": 17587, + "FP": 17787, + "IoU": 0.7499487512988895, + "TN": 75765221, + "TP": 106093, + "n_pred": 123880, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4338660149150843, + "FN": 135345, + "FP": 162, + "IoU": 0.27702994702050354, + "TN": 75719257, + "TP": 51924, + "n_pred": 52086, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6383962824877073, + "FN": 15491, + "FP": 185275, + "IoU": 0.46885615416362425, + "TN": 75528700, + "TP": 177222, + "n_pred": 362497, + "n_ref": 192713 + }, + "3": { + "Dice": 0.2732999416157085, + "FN": 211213, + "FP": 1628, + "IoU": 0.15827875854214124, + "TN": 75653824, + "TP": 40023, + "n_pred": 41651, + "n_ref": 251236 + }, + "4": { + "Dice": 0.29257666628946477, + "FN": 25006, + "FP": 0, + "IoU": 0.17135566822414422, + "TN": 75876511, + "TP": 5171, + "n_pred": 5171, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6829516539440204, + "FN": 2919, + "FP": 3311, + "IoU": 0.51854714064915, + "TN": 75893748, + "TP": 6710, + "n_pred": 10021, + "n_ref": 9629 + }, + "6": { + "Dice": 0.963302738641129, + "FN": 88623, + "FP": 34678, + "IoU": 0.9292035144169873, + "TN": 74165062, + "TP": 1618325, + "n_pred": 1653003, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7440002439545025, + "FN": 78550, + "FP": 55770, + "IoU": 0.5923569971836458, + "TN": 75577184, + "TP": 195184, + "n_pred": 250954, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8812732822084078, + "FN": 17108, + "FP": 3003, + "IoU": 0.7877467018469657, + "TN": 75811938, + "TP": 74639, + "n_pred": 77642, + "n_ref": 91747 + }, + "9": { + "Dice": 0.4466855100010833, + "FN": 55068, + "FP": 1115, + "IoU": 0.2875692674452518, + "TN": 75827827, + "TP": 22678, + "n_pred": 23793, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8766280681884752, + "FN": 5262, + "FP": 20010, + "IoU": 0.7803542561143075, + "TN": 61272692, + "TP": 89786, + "n_pred": 109796, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6807895504489029, + "FN": 25542, + "FP": 23701, + "IoU": 0.5160583367730015, + "TN": 61285996, + "TP": 52511, + "n_pred": 76212, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.09033214838723748, + "FN": 37384, + "FP": 4327, + "IoU": 0.0473025444246494, + "TN": 61343968, + "TP": 2071, + "n_pred": 6398, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7928533522023704, + "FN": 12676, + "FP": 15428, + "IoU": 0.656799531066823, + "TN": 61305862, + "TP": 53784, + "n_pred": 69212, + "n_ref": 66460 + }, + "15": { + "Dice": 0.4242535938075931, + "FN": 31221, + "FP": 19, + "IoU": 0.26923976608187133, + "TN": 61345000, + "TP": 11510, + "n_pred": 11529, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8745016279841714, + "FN": 15927, + "FP": 17722, + "IoU": 0.7769905756663972, + "TN": 61236864, + "TP": 117237, + "n_pred": 134959, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8603792775353523, + "FN": 28726, + "FP": 5318, + "IoU": 0.7549698426636341, + "TN": 61248812, + "TP": 104894, + "n_pred": 110212, + "n_ref": 133620 + }, + "4": { + "Dice": 0.4941096356826694, + "FN": 11720, + "FP": 3138, + "IoU": 0.32811793434023695, + "TN": 61365636, + "TP": 7256, + "n_pred": 10394, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0018034915596595008, + "FN": 27670, + "FP": 4, + "IoU": 0.0009025596591934726, + "TN": 61360051, + "TP": 25, + "n_pred": 29, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9376165106400318, + "FN": 74258, + "FP": 48222, + "IoU": 0.8825593771274607, + "TN": 60344840, + "TP": 920430, + "n_pred": 968652, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5378819558342244, + "FN": 72731, + "FP": 111820, + "IoU": 0.3678786114298436, + "TN": 61095795, + "TP": 107404, + "n_pred": 219224, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7752769056180161, + "FN": 88160, + "FP": 3525, + "IoU": 0.6330221983845532, + "TN": 61137912, + "TP": 158153, + "n_pred": 161678, + "n_ref": 246313 + }, + "9": { + "Dice": 0.5296929329626877, + "FN": 50849, + "FP": 414, + "IoU": 0.3602600741286144, + "TN": 61307619, + "TP": 28868, + "n_pred": 29282, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691574238884816, + "FN": 7740, + "FP": 3575, + "IoU": 0.9401604535430406, + "TN": 39559711, + "TP": 177774, + "n_pred": 181349, + "n_ref": 185514 + }, + "10": { + "Dice": 0.48820813737757257, + "FN": 23544, + "FP": 35765, + "IoU": 0.32293343379339473, + "TN": 39661203, + "TP": 28288, + "n_pred": 64053, + "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": 0.36336002960378505, + "FN": 30064, + "FP": 18108, + "IoU": 0.22201585942925434, + "TN": 39686881, + "TP": 13747, + "n_pred": 31855, + "n_ref": 43811 + }, + "14": { + "Dice": 0.20817977234923846, + "FN": 26950, + "FP": 21606, + "IoU": 0.1161834034110559, + "TN": 39693861, + "TP": 6383, + "n_pred": 27989, + "n_ref": 33333 + }, + "15": { + "Dice": 0.557366895424027, + "FN": 29219, + "FP": 6513, + "IoU": 0.38635387865153104, + "TN": 39690571, + "TP": 22497, + "n_pred": 29010, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6415421101980034, + "FN": 59688, + "FP": 5304, + "IoU": 0.4722576349359729, + "TN": 39625649, + "TP": 58159, + "n_pred": 63463, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8021391395085451, + "FN": 8206, + "FP": 53988, + "IoU": 0.6696429994210227, + "TN": 39560537, + "TP": 126069, + "n_pred": 180057, + "n_ref": 134275 + }, + "4": { + "Dice": 0.2851184697803186, + "FN": 19808, + "FP": 75, + "IoU": 0.16626132170412614, + "TN": 39724952, + "TP": 3965, + "n_pred": 4040, + "n_ref": 23773 + }, + "5": { + "Dice": 0.5053897651197096, + "FN": 4297, + "FP": 62, + "IoU": 0.33814151229881567, + "TN": 39742214, + "TP": 2227, + "n_pred": 2289, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9667407826671273, + "FN": 33829, + "FP": 27694, + "IoU": 0.9356227038192334, + "TN": 38793137, + "TP": 894140, + "n_pred": 921834, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9027091163618172, + "FN": 105942, + "FP": 29024, + "IoU": 0.8226707519603103, + "TN": 38987696, + "TP": 626138, + "n_pred": 655162, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9071322145545797, + "FN": 3263, + "FP": 6211, + "IoU": 0.8300475378957755, + "TN": 39693055, + "TP": 46271, + "n_pred": 52482, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7767361828068002, + "FN": 13416, + "FP": 2803, + "IoU": 0.6349702916816709, + "TN": 39704368, + "TP": 28213, + "n_pred": 31016, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8363988383349468, + "FN": 12716, + "FP": 20239, + "IoU": 0.718801996672213, + "TN": 101279413, + "TP": 84240, + "n_pred": 104479, + "n_ref": 96956 + }, + "10": { + "Dice": 0.48484723397521895, + "FN": 47154, + "FP": 27725, + "IoU": 0.3199989102401104, + "TN": 101286492, + "TP": 35237, + "n_pred": 62962, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.32912124718348457, + "FN": 39136, + "FP": 4930, + "IoU": 0.1969749430523918, + "TN": 101341733, + "TP": 10809, + "n_pred": 15739, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8702152842199545, + "FN": 39542, + "FP": 1030, + "IoU": 0.7702487669247017, + "TN": 101220017, + "TP": 136019, + "n_pred": 137049, + "n_ref": 175561 + }, + "15": { + "Dice": 0.661396769109535, + "FN": 13445, + "FP": 305, + "IoU": 0.4940947054711358, + "TN": 101369429, + "TP": 13429, + "n_pred": 13734, + "n_ref": 26874 + }, + "2": { + "Dice": 0.17276911417056068, + "FN": 164528, + "FP": 287, + "IoU": 0.09455242657642315, + "TN": 101214582, + "TP": 17211, + "n_pred": 17498, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3201836666011349, + "FN": 119131, + "FP": 84888, + "IoU": 0.19060635394185604, + "TN": 101144544, + "TP": 48045, + "n_pred": 132933, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6457264422475285, + "FN": 4986, + "FP": 676, + "IoU": 0.4768065052670486, + "TN": 101385786, + "TP": 5160, + "n_pred": 5836, + "n_ref": 10146 + }, + "5": { + "Dice": 0.2424215603841218, + "FN": 33038, + "FP": 1200, + "IoU": 0.13792929801591297, + "TN": 101356892, + "TP": 5478, + "n_pred": 6678, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9619471838314417, + "FN": 92705, + "FP": 44785, + "IoU": 0.9266842388443955, + "TN": 99521295, + "TP": 1737823, + "n_pred": 1782608, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7596745158352821, + "FN": 136502, + "FP": 68822, + "IoU": 0.6124799704062162, + "TN": 100866767, + "TP": 324517, + "n_pred": 393339, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6078515253751292, + "FN": 124286, + "FP": 45299, + "IoU": 0.4366283743829273, + "TN": 101095590, + "TP": 131433, + "n_pred": 176732, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5443336437088877, + "FN": 50374, + "FP": 10308, + "IoU": 0.3739412134905651, + "TN": 101299681, + "TP": 36245, + "n_pred": 46553, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8825270153006356, + "FN": 38507, + "FP": 9010, + "IoU": 0.7897524391053296, + "TN": 73657499, + "TP": 178488, + "n_pred": 187498, + "n_ref": 216995 + }, + "10": { + "Dice": 0.05663301534376833, + "FN": 71255, + "FP": 81528, + "IoU": 0.02914169880980371, + "TN": 73726135, + "TP": 4586, + "n_pred": 86114, + "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": 0.010563070976809558, + "FN": 60758, + "FP": 29352, + "IoU": 0.005309578214171386, + "TN": 73792913, + "TP": 481, + "n_pred": 29833, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6561172275527675, + "FN": 33889, + "FP": 36608, + "IoU": 0.4882250453720508, + "TN": 73745754, + "TP": 67253, + "n_pred": 103861, + "n_ref": 101142 + }, + "15": { + "Dice": 0.35452544826160165, + "FN": 174168, + "FP": 642, + "IoU": 0.21545483513376448, + "TN": 73660687, + "TP": 48007, + "n_pred": 48649, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1665158454605895, + "FN": 173017, + "FP": 7509, + "IoU": 0.09081935344154635, + "TN": 73684945, + "TP": 18033, + "n_pred": 25542, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6768336416141331, + "FN": 70986, + "FP": 40307, + "IoU": 0.5115257331963939, + "TN": 73655666, + "TP": 116545, + "n_pred": 156852, + "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": 0.0, + "FN": 15128, + "FP": 892, + "IoU": 0.0, + "TN": 73867484, + "TP": 0, + "n_pred": 892, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6761836641277713, + "FN": 409496, + "FP": 827791, + "IoU": 0.5107835927120896, + "TN": 71354384, + "TP": 1291833, + "n_pred": 2119624, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.18736722109953885, + "FN": 132823, + "FP": 212203, + "IoU": 0.10336744611514494, + "TN": 73498702, + "TP": 39776, + "n_pred": 251979, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6348075953841219, + "FN": 30955, + "FP": 24838, + "IoU": 0.4649949657189433, + "TN": 73779219, + "TP": 48492, + "n_pred": 73330, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5683355886332883, + "FN": 43141, + "FP": 28315, + "IoU": 0.39697542533081287, + "TN": 73765008, + "TP": 47040, + "n_pred": 75355, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488108163799047, + "FN": 7762, + "FP": 11615, + "IoU": 0.9026070960056696, + "TN": 69296819, + "TP": 179580, + "n_pred": 191195, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5071118356375763, + "FN": 26722, + "FP": 52494, + "IoU": 0.3396850800636842, + "TN": 69375809, + "TP": 40751, + "n_pred": 93245, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.4530902936924867, + "FN": 52116, + "FP": 9932, + "IoU": 0.2929002849002849, + "TN": 69408026, + "TP": 25702, + "n_pred": 35634, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8370856350997631, + "FN": 39585, + "FP": 3796, + "IoU": 0.7198170908926507, + "TN": 69340945, + "TP": 111450, + "n_pred": 115246, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4608949750759182, + "FN": 65842, + "FP": 21, + "IoU": 0.29945648127466307, + "TN": 69401759, + "TP": 28154, + "n_pred": 28175, + "n_ref": 93996 + }, + "2": { + "Dice": 0.3726620334176232, + "FN": 115591, + "FP": 762, + "IoU": 0.22900100720949956, + "TN": 69344864, + "TP": 34559, + "n_pred": 35321, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7142887098014272, + "FN": 19278, + "FP": 103353, + "IoU": 0.5555591797681954, + "TN": 69219854, + "TP": 153291, + "n_pred": 256644, + "n_ref": 172569 + }, + "4": { + "Dice": 0.46893117676758883, + "FN": 23652, + "FP": 6851, + "IoU": 0.30627700705026156, + "TN": 69451806, + "TP": 13467, + "n_pred": 20318, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6337922870849169, + "FN": 8920, + "FP": 2836, + "IoU": 0.4639062428747321, + "TN": 69473847, + "TP": 10173, + "n_pred": 13009, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9383717636875318, + "FN": 122768, + "FP": 51523, + "IoU": 0.8838986488781952, + "TN": 67994579, + "TP": 1326906, + "n_pred": 1378429, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7787072222571295, + "FN": 27946, + "FP": 134062, + "IoU": 0.6376089635904467, + "TN": 69048723, + "TP": 285045, + "n_pred": 419107, + "n_ref": 312991 + }, + "8": { + "Dice": 0.682556485494062, + "FN": 26786, + "FP": 30790, + "IoU": 0.5180916509730069, + "TN": 69376301, + "TP": 61899, + "n_pred": 92689, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5119534555712271, + "FN": 51331, + "FP": 4033, + "IoU": 0.3440439800004739, + "TN": 69411374, + "TP": 29038, + "n_pred": 33071, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966228935270251, + "FN": 9157, + "FP": 4352, + "IoU": 0.9346643258223183, + "TN": 50626789, + "TP": 193254, + "n_pred": 197606, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6660133787114189, + "FN": 19089, + "FP": 37829, + "IoU": 0.49926541097396826, + "TN": 50719883, + "TP": 56751, + "n_pred": 94580, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.2588112595985726, + "FN": 35607, + "FP": 36882, + "IoU": 0.14864055434846438, + "TN": 50748407, + "TP": 12656, + "n_pred": 49538, + "n_ref": 48263 + }, + "14": { + "Dice": 0.1831301140534637, + "FN": 45623, + "FP": 0, + "IoU": 0.10079429213394564, + "TN": 50782815, + "TP": 5114, + "n_pred": 5114, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 625, + "IoU": 0.0, + "TN": 50798171, + "TP": 0, + "n_pred": 625, + "n_ref": 34756 + }, + "2": { + "Dice": 0.2955085256478429, + "FN": 174558, + "FP": 4299, + "IoU": 0.17337049207603678, + "TN": 50617183, + "TP": 37512, + "n_pred": 41811, + "n_ref": 212070 + }, + "3": { + "Dice": 0.641883637055299, + "FN": 27653, + "FP": 168155, + "IoU": 0.47262786501117726, + "TN": 50462262, + "TP": 175482, + "n_pred": 343637, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6359388410311835, + "FN": 7962, + "FP": 3491, + "IoU": 0.46620991797166295, + "TN": 50812096, + "TP": 10003, + "n_pred": 13494, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6815258481025087, + "FN": 5903, + "FP": 584, + "IoU": 0.5169049746797736, + "TN": 50820124, + "TP": 6941, + "n_pred": 7525, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9721340151187984, + "FN": 53389, + "FP": 69467, + "IoU": 0.9457789531104634, + "TN": 48567716, + "TP": 2142980, + "n_pred": 2212447, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5322900279271698, + "FN": 53774, + "FP": 253040, + "IoU": 0.36266703780408516, + "TN": 50352149, + "TP": 174589, + "n_pred": 427629, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7952462025106348, + "FN": 19080, + "FP": 24095, + "IoU": 0.6600902227225848, + "TN": 50706533, + "TP": 83844, + "n_pred": 107939, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3867397750092854, + "FN": 84401, + "FP": 13016, + "IoU": 0.23972559976274838, + "TN": 50705418, + "TP": 30717, + "n_pred": 43733, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9201657296128604, + "FN": 8520, + "FP": 26780, + "IoU": 0.8521360683273783, + "TN": 76646127, + "TP": 203433, + "n_pred": 230213, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5634509119897525, + "FN": 23611, + "FP": 40460, + "IoU": 0.3922253104279115, + "TN": 76779441, + "TP": 41348, + "n_pred": 81808, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.411767582104148, + "FN": 30151, + "FP": 5940, + "IoU": 0.2592615397245654, + "TN": 76836137, + "TP": 12632, + "n_pred": 18572, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7766564557453659, + "FN": 19519, + "FP": 16134, + "IoU": 0.6348637383120141, + "TN": 76787217, + "TP": 61990, + "n_pred": 78124, + "n_ref": 81509 + }, + "15": { + "Dice": 0.05926716298469821, + "FN": 38793, + "FP": 0, + "IoU": 0.03053854804448332, + "TN": 76844845, + "TP": 1222, + "n_pred": 1222, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7114757758428221, + "FN": 8296, + "FP": 69242, + "IoU": 0.5521632907663785, + "TN": 76711721, + "TP": 95601, + "n_pred": 164843, + "n_ref": 103897 + }, + "3": { + "Dice": 0.4370067168940279, + "FN": 66929, + "FP": 11608, + "IoU": 0.2795960300133923, + "TN": 76775842, + "TP": 30481, + "n_pred": 42089, + "n_ref": 97410 + }, + "4": { + "Dice": 0.46826920147457574, + "FN": 17197, + "FP": 256, + "IoU": 0.30571246718116, + "TN": 76859722, + "TP": 7685, + "n_pred": 7941, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5838812866536343, + "FN": 9184, + "FP": 182, + "IoU": 0.4123109744619439, + "TN": 76868923, + "TP": 6571, + "n_pred": 6753, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9453820645409948, + "FN": 44428, + "FP": 81127, + "IoU": 0.8964213794918374, + "TN": 75672689, + "TP": 1086616, + "n_pred": 1167743, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5737875691259392, + "FN": 23729, + "FP": 180434, + "IoU": 0.4023156415585936, + "TN": 76543270, + "TP": 137427, + "n_pred": 317861, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7936271520382793, + "FN": 9635, + "FP": 25559, + "IoU": 0.6578622466339377, + "TN": 76781995, + "TP": 67671, + "n_pred": 93230, + "n_ref": 77306 + }, + "9": { + "Dice": 0.36319371634709363, + "FN": 71329, + "FP": 341, + "IoU": 0.22189169236114126, + "TN": 76792752, + "TP": 20438, + "n_pred": 20779, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7072590814725446, + "FN": 14364, + "FP": 76869, + "IoU": 0.5471004060722193, + "TN": 130798490, + "TP": 110209, + "n_pred": 187078, + "n_ref": 124573 + }, + "10": { + "Dice": 0.34519641195730144, + "FN": 33261, + "FP": 58936, + "IoU": 0.2086026489497764, + "TN": 130883433, + "TP": 24302, + "n_pred": 83238, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.21932928545578834, + "FN": 67508, + "FP": 10150, + "IoU": 0.1231722876466404, + "TN": 130911365, + "TP": 10909, + "n_pred": 21059, + "n_ref": 78417 + }, + "14": { + "Dice": 0.2586004752325087, + "FN": 805624, + "FP": 0, + "IoU": 0.1485015193552649, + "TN": 130053807, + "TP": 140501, + "n_pred": 140501, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6798819261891824, + "FN": 103117, + "FP": 5872, + "IoU": 0.5150159971876989, + "TN": 130775205, + "TP": 115738, + "n_pred": 121610, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6254020852316068, + "FN": 118655, + "FP": 78270, + "IoU": 0.4549709253247203, + "TN": 130638621, + "TP": 164386, + "n_pred": 242656, + "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": 0.38816411419928154, + "FN": 17560, + "FP": 1856, + "IoU": 0.24082111436950146, + "TN": 130974357, + "TP": 6159, + "n_pred": 8015, + "n_ref": 23719 + }, + "6": { + "Dice": 0.81781352210088, + "FN": 124539, + "FP": 476265, + "IoU": 0.69178047405366, + "TN": 129050659, + "TP": 1348469, + "n_pred": 1824734, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.33672168196303226, + "FN": 134487, + "FP": 139632, + "IoU": 0.20244458086872524, + "TN": 130656233, + "TP": 69580, + "n_pred": 209212, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7558554560889026, + "FN": 47668, + "FP": 2950, + "IoU": 0.607530258271111, + "TN": 130870959, + "TP": 78355, + "n_pred": 81305, + "n_ref": 126023 + }, + "9": { + "Dice": 0.39032243055878657, + "FN": 36246, + "FP": 29273, + "IoU": 0.24248485409055173, + "TN": 130913440, + "TP": 20973, + "n_pred": 50246, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7612811815722811, + "FN": 4224, + "FP": 29136, + "IoU": 0.6145714186683304, + "TN": 74340145, + "TP": 53193, + "n_pred": 82329, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5810531849916113, + "FN": 41198, + "FP": 12989, + "IoU": 0.4094960986879386, + "TN": 74334934, + "TP": 37577, + "n_pred": 50566, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.32944431703004434, + "FN": 81062, + "FP": 9575, + "IoU": 0.19720642681263398, + "TN": 74313796, + "TP": 22265, + "n_pred": 31840, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8737469848078869, + "FN": 33611, + "FP": 6063, + "IoU": 0.7757999073226415, + "TN": 74249740, + "TP": 137284, + "n_pred": 143347, + "n_ref": 170895 + }, + "15": { + "Dice": 0.04410405387561072, + "FN": 21717, + "FP": 0, + "IoU": 0.022549284364029167, + "TN": 74404480, + "TP": 501, + "n_pred": 501, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6683701263327194, + "FN": 15693, + "FP": 86579, + "IoU": 0.5019188436288547, + "TN": 74221366, + "TP": 103060, + "n_pred": 189639, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5307077087233424, + "FN": 75487, + "FP": 23032, + "IoU": 0.3611995461176852, + "TN": 74272473, + "TP": 55706, + "n_pred": 78738, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0666202267114179, + "FN": 29408, + "FP": 70, + "IoU": 0.03445791025221094, + "TN": 74396168, + "TP": 1052, + "n_pred": 1122, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9422304462851442, + "FN": 36193, + "FP": 68206, + "IoU": 0.8907710029808084, + "TN": 73470917, + "TP": 851382, + "n_pred": 919588, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6302624019564169, + "FN": 47940, + "FP": 72407, + "IoU": 0.4601336802440337, + "TN": 74203778, + "TP": 102573, + "n_pred": 174980, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7826564667426625, + "FN": 14739, + "FP": 1086, + "IoU": 0.6429216119861004, + "TN": 74382380, + "TP": 28493, + "n_pred": 29579, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5562860047441546, + "FN": 17356, + "FP": 8832, + "IoU": 0.38531593277626514, + "TN": 74384094, + "TP": 16416, + "n_pred": 25248, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593012530332486, + "FN": 5199, + "FP": 6273, + "IoU": 0.9217857288953735, + "TN": 106500014, + "TP": 135202, + "n_pred": 141475, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6339023508495645, + "FN": 35342, + "FP": 38583, + "IoU": 0.4640241868828212, + "TN": 106508762, + "TP": 64001, + "n_pred": 102584, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.04677653902084343, + "FN": 39785, + "FP": 7411, + "IoU": 0.023948380692393596, + "TN": 106598334, + "TP": 1158, + "n_pred": 8569, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8819042590385946, + "FN": 8456, + "FP": 8095, + "IoU": 0.7887555839183152, + "TN": 106568338, + "TP": 61799, + "n_pred": 69894, + "n_ref": 70255 + }, + "15": { + "Dice": 0.12561053573711803, + "FN": 24105, + "FP": 10088, + "IoU": 0.06701410679691124, + "TN": 106610039, + "TP": 2456, + "n_pred": 12544, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7743340187768091, + "FN": 20233, + "FP": 76779, + "IoU": 0.6317659383872584, + "TN": 106383236, + "TP": 166440, + "n_pred": 243219, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6056300147922363, + "FN": 82937, + "FP": 5043, + "IoU": 0.4343395377246279, + "TN": 106491153, + "TP": 67555, + "n_pred": 72598, + "n_ref": 150492 + }, + "4": { + "Dice": 0.5339497653878001, + "FN": 6214, + "FP": 540, + "IoU": 0.36420973359691233, + "TN": 106636065, + "TP": 3869, + "n_pred": 4409, + "n_ref": 10083 + }, + "5": { + "Dice": 0.1499375260308205, + "FN": 4082, + "FP": 0, + "IoU": 0.08104457451598379, + "TN": 106642246, + "TP": 360, + "n_pred": 360, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9652123789838729, + "FN": 43513, + "FP": 45083, + "IoU": 0.9327637472470596, + "TN": 105329006, + "TP": 1229086, + "n_pred": 1274169, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8570007091946547, + "FN": 59510, + "FP": 33041, + "IoU": 0.7497823630238833, + "TN": 106276806, + "TP": 277331, + "n_pred": 310372, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7095241827070887, + "FN": 12182, + "FP": 36003, + "IoU": 0.5498159463348095, + "TN": 106539654, + "TP": 58849, + "n_pred": 94852, + "n_ref": 71031 + }, + "9": { + "Dice": 0.4702988994387401, + "FN": 58312, + "FP": 1995, + "IoU": 0.30744496376853203, + "TN": 106559609, + "TP": 26772, + "n_pred": 28767, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9069291271004088, + "FN": 6803, + "FP": 23561, + "IoU": 0.8297075236252489, + "TN": 107948623, + "TP": 147941, + "n_pred": 171502, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7711968175311722, + "FN": 14065, + "FP": 25736, + "IoU": 0.6275999513459397, + "TN": 108020051, + "TP": 67076, + "n_pred": 92812, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.45065295940199396, + "FN": 52041, + "FP": 9838, + "IoU": 0.29086637634655055, + "TN": 108039668, + "TP": 25381, + "n_pred": 35219, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6587920789202226, + "FN": 17221, + "FP": 6264, + "IoU": 0.49119310180471, + "TN": 108080771, + "TP": 22672, + "n_pred": 28936, + "n_ref": 39893 + }, + "15": { + "Dice": 0.0, + "FN": 27231, + "FP": 0, + "IoU": 0.0, + "TN": 108099697, + "TP": 0, + "n_pred": 0, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6574504991986078, + "FN": 15861, + "FP": 166016, + "IoU": 0.4897029858535299, + "TN": 107770514, + "TP": 174537, + "n_pred": 340553, + "n_ref": 190398 + }, + "3": { + "Dice": 0.16765592763053483, + "FN": 181749, + "FP": 1812, + "IoU": 0.0914980598669623, + "TN": 107924880, + "TP": 18487, + "n_pred": 20299, + "n_ref": 200236 + }, + "4": { + "Dice": 0.4658915621042938, + "FN": 23191, + "FP": 8, + "IoU": 0.30368880751568267, + "TN": 108093611, + "TP": 10118, + "n_pred": 10126, + "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": 0.9563521536452206, + "FN": 77150, + "FP": 50846, + "IoU": 0.9163552217211366, + "TN": 106596695, + "TP": 1402237, + "n_pred": 1453083, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7026689578385753, + "FN": 38024, + "FP": 146772, + "IoU": 0.5416265663911737, + "TN": 107723772, + "TP": 218360, + "n_pred": 365132, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7313608225789529, + "FN": 8318, + "FP": 17286, + "IoU": 0.5764923830160279, + "TN": 108066471, + "TP": 34853, + "n_pred": 52139, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5477625365414887, + "FN": 37379, + "FP": 2843, + "IoU": 0.37718524024093775, + "TN": 108062347, + "TP": 24359, + "n_pred": 27202, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.797708171280047, + "FN": 19377, + "FP": 33936, + "IoU": 0.6634896388918695, + "TN": 62411731, + "TP": 105116, + "n_pred": 139052, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7351761288275166, + "FN": 13972, + "FP": 18573, + "IoU": 0.5812478287162727, + "TN": 62492441, + "TP": 45174, + "n_pred": 63747, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5461998381243309, + "FN": 20789, + "FP": 13973, + "IoU": 0.37570489565748355, + "TN": 62514478, + "TP": 20920, + "n_pred": 34893, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8944530117939823, + "FN": 66169, + "FP": 1863, + "IoU": 0.809059245184522, + "TN": 62213861, + "TP": 288267, + "n_pred": 290130, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4189444207706824, + "FN": 63811, + "FP": 12549, + "IoU": 0.26497766825812413, + "TN": 62466272, + "TP": 27528, + "n_pred": 40077, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7573921481447826, + "FN": 50324, + "FP": 24431, + "IoU": 0.609518237804464, + "TN": 62378717, + "TP": 116688, + "n_pred": 141119, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7687607155822784, + "FN": 55114, + "FP": 32149, + "IoU": 0.6243796192271767, + "TN": 62337843, + "TP": 145054, + "n_pred": 177203, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7310935338188843, + "FN": 9477, + "FP": 824, + "IoU": 0.5761603028308098, + "TN": 62545856, + "TP": 14003, + "n_pred": 14827, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0039038672685128705, + "FN": 8159, + "FP": 6, + "IoU": 0.0019557511306686226, + "TN": 62561979, + "TP": 16, + "n_pred": 22, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9495300946990157, + "FN": 55647, + "FP": 93382, + "IoU": 0.9039098501607746, + "TN": 61019231, + "TP": 1401900, + "n_pred": 1495282, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7648792046566734, + "FN": 38911, + "FP": 52377, + "IoU": 0.6192748171194542, + "TN": 62330386, + "TP": 148486, + "n_pred": 200863, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7956506842673459, + "FN": 8584, + "FP": 23027, + "IoU": 0.6606477654560874, + "TN": 62477009, + "TP": 61540, + "n_pred": 84567, + "n_ref": 70124 + }, + "9": { + "Dice": 0.554654676789268, + "FN": 27021, + "FP": 9231, + "IoU": 0.38375235861084195, + "TN": 62511333, + "TP": 22575, + "n_pred": 31806, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8981211122141367, + "FN": 34176, + "FP": 21755, + "IoU": 0.8150815141025514, + "TN": 55078785, + "TP": 246532, + "n_pred": 268287, + "n_ref": 280708 + }, + "10": { + "Dice": 0.728940433527226, + "FN": 15853, + "FP": 29302, + "IoU": 0.5734903798018343, + "TN": 55275377, + "TP": 60716, + "n_pred": 90018, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.40216862783234464, + "FN": 38329, + "FP": 10851, + "IoU": 0.2516965399713947, + "TN": 55315526, + "TP": 16542, + "n_pred": 27393, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8595110830760377, + "FN": 17518, + "FP": 7872, + "IoU": 0.7536338760697859, + "TN": 55278190, + "TP": 77668, + "n_pred": 85540, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7305606035574647, + "FN": 34794, + "FP": 4348, + "IoU": 0.5754986063964775, + "TN": 55289041, + "TP": 53065, + "n_pred": 57413, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6834111318189074, + "FN": 17704, + "FP": 146901, + "IoU": 0.5190771001755928, + "TN": 55038979, + "TP": 177664, + "n_pred": 324565, + "n_ref": 195368 + }, + "3": { + "Dice": 0.20561365315087665, + "FN": 162733, + "FP": 739, + "IoU": 0.11458716987672508, + "TN": 55196620, + "TP": 21156, + "n_pred": 21895, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 31, + "IoU": 0.0, + "TN": 55373808, + "TP": 0, + "n_pred": 31, + "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": 0.9577849119880011, + "FN": 77967, + "FP": 47282, + "IoU": 0.9189896816932035, + "TN": 53835161, + "TP": 1420838, + "n_pred": 1468120, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7796592045590354, + "FN": 51302, + "FP": 18758, + "IoU": 0.6388864548917329, + "TN": 55187237, + "TP": 123951, + "n_pred": 142709, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7878648480805943, + "FN": 12798, + "FP": 5648, + "IoU": 0.6499810246679317, + "TN": 55328548, + "TP": 34254, + "n_pred": 39902, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6674610469932705, + "FN": 21508, + "FP": 7795, + "IoU": 0.5008942106249255, + "TN": 55322537, + "TP": 29408, + "n_pred": 37203, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945543835881556, + "FN": 15144, + "FP": 16370, + "IoU": 0.8967123224814738, + "TN": 110841506, + "TP": 273595, + "n_pred": 289965, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6593872621350734, + "FN": 21946, + "FP": 40380, + "IoU": 0.4918551372152559, + "TN": 111023961, + "TP": 60328, + "n_pred": 100708, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.2641149901195069, + "FN": 51367, + "FP": 11195, + "IoU": 0.15215004946536748, + "TN": 111072826, + "TP": 11227, + "n_pred": 22422, + "n_ref": 62594 + }, + "14": { + "Dice": 0.026021412453790388, + "FN": 40574, + "FP": 0, + "IoU": 0.013182216168888023, + "TN": 111105499, + "TP": 542, + "n_pred": 542, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 21454, + "IoU": 0.0, + "TN": 111099797, + "TP": 0, + "n_pred": 21454, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5535710451053695, + "FN": 14105, + "FP": 214576, + "IoU": 0.3827156828077298, + "TN": 110776152, + "TP": 141782, + "n_pred": 356358, + "n_ref": 155887 + }, + "3": { + "Dice": 0.05427683723289582, + "FN": 237713, + "FP": 927, + "IoU": 0.027895457211757804, + "TN": 110901127, + "TP": 6848, + "n_pred": 7775, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5495999699507944, + "FN": 11522, + "FP": 469, + "IoU": 0.3789299217900243, + "TN": 111127308, + "TP": 7316, + "n_pred": 7785, + "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": 0.9589970421760151, + "FN": 42743, + "FP": 90781, + "IoU": 0.9212241281048928, + "TN": 109451629, + "TP": 1561462, + "n_pred": 1652243, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2607301407236765, + "FN": 296418, + "FP": 170184, + "IoU": 0.1499078129440829, + "TN": 110597731, + "TP": 82282, + "n_pred": 252466, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8355910672096308, + "FN": 10168, + "FP": 17528, + "IoU": 0.7176096332473465, + "TN": 111048538, + "TP": 70381, + "n_pred": 87909, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5589912791767346, + "FN": 33067, + "FP": 2888, + "IoU": 0.38791665248033774, + "TN": 111087873, + "TP": 22787, + "n_pred": 25675, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599297203125077, + "FN": 7691, + "FP": 8547, + "IoU": 0.9229469768148127, + "TN": 96910287, + "TP": 194500, + "n_pred": 203047, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5956485724671795, + "FN": 24424, + "FP": 43429, + "IoU": 0.42414495459560386, + "TN": 97003195, + "TP": 49977, + "n_pred": 93406, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.2583760095798619, + "FN": 41230, + "FP": 16986, + "IoU": 0.14835349708149861, + "TN": 97052668, + "TP": 10141, + "n_pred": 27127, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8958820861313928, + "FN": 21711, + "FP": 4228, + "IoU": 0.8114007343585269, + "TN": 96983490, + "TP": 111596, + "n_pred": 115824, + "n_ref": 133307 + }, + "15": { + "Dice": 0.853028533288837, + "FN": 17377, + "FP": 239, + "IoU": 0.7437225406616428, + "TN": 97052287, + "TP": 51122, + "n_pred": 51361, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5852640367355458, + "FN": 45420, + "FP": 127449, + "IoU": 0.41369135438182353, + "TN": 96826182, + "TP": 121974, + "n_pred": 249423, + "n_ref": 167394 + }, + "3": { + "Dice": 0.3985104498179074, + "FN": 159113, + "FP": 24215, + "IoU": 0.24883737129136807, + "TN": 96876966, + "TP": 60731, + "n_pred": 84946, + "n_ref": 219844 + }, + "4": { + "Dice": 0.19612798867714704, + "FN": 15293, + "FP": 610, + "IoU": 0.10872611107997535, + "TN": 97103182, + "TP": 1940, + "n_pred": 2550, + "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": 0.9735756016170822, + "FN": 42553, + "FP": 41321, + "IoU": 0.9485117492831461, + "TN": 95492032, + "TP": 1545119, + "n_pred": 1586440, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8485588806663996, + "FN": 46119, + "FP": 54054, + "IoU": 0.7369537759408012, + "TN": 96740206, + "TP": 280646, + "n_pred": 334700, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7913579117494587, + "FN": 22255, + "FP": 18797, + "IoU": 0.6547495900088306, + "TN": 97002120, + "TP": 77853, + "n_pred": 96650, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5411637647951663, + "FN": 58365, + "FP": 4513, + "IoU": 0.3709558014366034, + "TN": 97021067, + "TP": 37080, + "n_pred": 41593, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9416879193707031, + "FN": 9007, + "FP": 14292, + "IoU": 0.8898017291938627, + "TN": 78844977, + "TP": 188129, + "n_pred": 202421, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7910742573289266, + "FN": 12112, + "FP": 30620, + "IoU": 0.6543613303998964, + "TN": 78932773, + "TP": 80900, + "n_pred": 111520, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5275750394198903, + "FN": 37537, + "FP": 12498, + "IoU": 0.3583035153194054, + "TN": 78978432, + "TP": 27938, + "n_pred": 40436, + "n_ref": 65475 + }, + "14": { + "Dice": 0.3087612336196999, + "FN": 30079, + "FP": 4841, + "IoU": 0.18256513495166085, + "TN": 79013686, + "TP": 7799, + "n_pred": 12640, + "n_ref": 37878 + }, + "15": { + "Dice": 0.0, + "FN": 38532, + "FP": 3354, + "IoU": 0.0, + "TN": 79014519, + "TP": 0, + "n_pred": 3354, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7193149115699478, + "FN": 9767, + "FP": 70601, + "IoU": 0.5616641577764688, + "TN": 78873057, + "TP": 102980, + "n_pred": 173581, + "n_ref": 112747 + }, + "3": { + "Dice": 0.5173731697527094, + "FN": 76911, + "FP": 6054, + "IoU": 0.3489571072084373, + "TN": 78928971, + "TP": 44469, + "n_pred": 50523, + "n_ref": 121380 + }, + "4": { + "Dice": 0.17646440214533599, + "FN": 7643, + "FP": 188, + "IoU": 0.09677047289504037, + "TN": 79047735, + "TP": 839, + "n_pred": 1027, + "n_ref": 8482 + }, + "5": { + "Dice": 0.13784037558685447, + "FN": 4591, + "FP": 0, + "IoU": 0.07402178297700686, + "TN": 79051447, + "TP": 367, + "n_pred": 367, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9527765263616216, + "FN": 57125, + "FP": 67928, + "IoU": 0.9098120414082975, + "TN": 77669823, + "TP": 1261529, + "n_pred": 1329457, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8715037662219802, + "FN": 89842, + "FP": 23430, + "IoU": 0.7722699820666029, + "TN": 78559009, + "TP": 384124, + "n_pred": 407554, + "n_ref": 473966 + }, + "8": { + "Dice": 0.569397344228805, + "FN": 10623, + "FP": 20994, + "IoU": 0.39801222368195577, + "TN": 79003884, + "TP": 20904, + "n_pred": 41898, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5440168886124384, + "FN": 42429, + "FP": 5954, + "IoU": 0.3736423069454334, + "TN": 78979160, + "TP": 28862, + "n_pred": 34816, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9546545478551791, + "FN": 9281, + "FP": 12012, + "IoU": 0.9132431254150827, + "TN": 122466507, + "TP": 224140, + "n_pred": 236152, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6273870866963788, + "FN": 31072, + "FP": 63151, + "IoU": 0.457075028666586, + "TN": 122538393, + "TP": 79324, + "n_pred": 142475, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.044424240128297404, + "FN": 52041, + "FP": 23632, + "IoU": 0.02271670627130902, + "TN": 122634508, + "TP": 1759, + "n_pred": 25391, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7915136174181147, + "FN": 24518, + "FP": 19300, + "IoU": 0.6549627938107799, + "TN": 122584945, + "TP": 83177, + "n_pred": 102477, + "n_ref": 107695 + }, + "15": { + "Dice": 0.4647273892587144, + "FN": 35137, + "FP": 1610, + "IoU": 0.30270024099129017, + "TN": 122659241, + "TP": 15952, + "n_pred": 17562, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6903569030525283, + "FN": 43379, + "FP": 40551, + "IoU": 0.5271336172897934, + "TN": 122534448, + "TP": 93562, + "n_pred": 134113, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7550885590860826, + "FN": 36721, + "FP": 34090, + "IoU": 0.6065399788853698, + "TN": 122531970, + "TP": 109159, + "n_pred": 143249, + "n_ref": 145880 + }, + "4": { + "Dice": 0.17982742569717516, + "FN": 59004, + "FP": 23, + "IoU": 0.09879690982930776, + "TN": 122646442, + "TP": 6471, + "n_pred": 6494, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 507, + "IoU": 0.0, + "TN": 122694224, + "TP": 0, + "n_pred": 507, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9647427878319675, + "FN": 62401, + "FP": 58084, + "IoU": 0.9318870484481881, + "TN": 120943040, + "TP": 1648415, + "n_pred": 1706499, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5906936990972789, + "FN": 156046, + "FP": 412399, + "IoU": 0.41913791112614357, + "TN": 121733317, + "TP": 410178, + "n_pred": 822577, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8656865879162992, + "FN": 24067, + "FP": 10806, + "IoU": 0.76318112674526, + "TN": 122564684, + "TP": 112383, + "n_pred": 123189, + "n_ref": 136450 + }, + "9": { + "Dice": 0.57970675962195, + "FN": 42483, + "FP": 4299, + "IoU": 0.4081599089126447, + "TN": 122632895, + "TP": 32263, + "n_pred": 36562, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_004/summary_cross_val.json b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..b124d300784c2f862ac5eccff63d3a7bd61a33f4 --- /dev/null +++ b/nnActive_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/loop_004/summary_cross_val.json @@ -0,0 +1,18312 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 2146.7130434782607, + "FP": 1803.3362318840582, + "IoU": NaN, + "TN": 288705.6231884058, + "TP": 4476.849275362319, + "n_pred": 6280.185507246378, + "n_ref": 6623.562318840578 + }, + "mean": { + "1": { + "Dice": 0.03276918139716846, + "FN": 1891.608695652174, + "FP": 426.04347826086956, + "IoU": 0.01781152968181824, + "TN": 294618.5652173913, + "TP": 196.30434782608697, + "n_pred": 622.3478260869565, + "n_ref": 2087.913043478261 + }, + "10": { + "Dice": 0.25682958564104685, + "FN": 1677.1304347826087, + "FP": 2172.782608695652, + "IoU": 0.18538510243709572, + "TN": 291839.6956521739, + "TP": 1442.9130434782608, + "n_pred": 3615.695652173913, + "n_ref": 3120.0434782608695 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 297132.52173913043, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 3.260869565217391, + "FP": 0.0, + "IoU": 0.0, + "TN": 297129.26086956525, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3.260869565217391 + }, + "13": { + "Dice": 0.06353559595199201, + "FN": 3339.0434782608695, + "FP": 121.1304347826087, + "IoU": 0.03822037433959495, + "TN": 293505.47826086957, + "TP": 166.8695652173913, + "n_pred": 288.0, + "n_ref": 3505.913043478261 + }, + "14": { + "Dice": 0.38718802379776945, + "FN": 784.2173913043479, + "FP": 1639.304347826087, + "IoU": 0.3353746547594734, + "TN": 288847.0, + "TP": 5862.0, + "n_pred": 7501.304347826087, + "n_ref": 6646.217391304348 + }, + "15": { + "Dice": 0.008552203782759888, + "FN": 2249.1304347826085, + "FP": 764.5217391304348, + "IoU": 0.004350514870850831, + "TN": 294092.5652173913, + "TP": 26.304347826086957, + "n_pred": 790.8260869565217, + "n_ref": 2275.4347826086955 + }, + "2": { + "Dice": 0.45537778321279637, + "FN": 1508.0434782608695, + "FP": 4590.913043478261, + "IoU": 0.4189888311809248, + "TN": 281098.6956521739, + "TP": 9934.869565217392, + "n_pred": 14525.782608695652, + "n_ref": 11442.91304347826 + }, + "3": { + "Dice": 0.10513415410115702, + "FN": 4133.782608695652, + "FP": 545.4782608695652, + "IoU": 0.06719196139033272, + "TN": 290399.0, + "TP": 2054.2608695652175, + "n_pred": 2599.7391304347825, + "n_ref": 6188.04347826087 + }, + "4": { + "Dice": 0.0, + "FN": 1212.5652173913043, + "FP": 48.52173913043478, + "IoU": 0.0, + "TN": 295871.4347826087, + "TP": 0.0, + "n_pred": 48.52173913043478, + "n_ref": 1212.5652173913043 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 6.173913043478261, + "IoU": 0.0, + "TN": 297126.347826087, + "TP": 0.0, + "n_pred": 6.173913043478261, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.494579582497118, + "FN": 8998.95652173913, + "FP": 9541.434782608696, + "IoU": 0.4320014317973923, + "TN": 240212.52173913043, + "TP": 38379.608695652176, + "n_pred": 47921.04347826087, + "n_ref": 47378.565217391304 + }, + "7": { + "Dice": 0.23927393929457783, + "FN": 5691.608695652174, + "FP": 6617.521739130435, + "IoU": 0.1826579431626663, + "TN": 276614.3043478261, + "TP": 8209.08695652174, + "n_pred": 14826.608695652174, + "n_ref": 13900.695652173914 + }, + "8": { + "Dice": 0.21632722689582864, + "FN": 133.65217391304347, + "FP": 132.8695652173913, + "IoU": 0.1744380633697631, + "TN": 296249.82608695654, + "TP": 616.1739130434783, + "n_pred": 749.0434782608696, + "n_ref": 749.8260869565217 + }, + "9": { + "Dice": 0.2427398517253086, + "FN": 577.695652173913, + "FP": 443.3478260869565, + "IoU": 0.1462257981478291, + "TN": 295847.1304347826, + "TP": 264.3478260869565, + "n_pred": 707.695652173913, + "n_ref": 842.0434782608696 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3129, + "FP": 0, + "IoU": 0.0, + "TN": 522567, + "TP": 0, + "n_pred": 0, + "n_ref": 3129 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9675, + "IoU": 0.0, + "TN": 516021, + "TP": 0, + "n_pred": 9675, + "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": 132, + "IoU": 0.0, + "TN": 525564, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1997, + "IoU": 0.0, + "TN": 523699, + "TP": 0, + "n_pred": 1997, + "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": 78403, + "IoU": 0.0, + "TN": 447293, + "TP": 0, + "n_pred": 78403, + "n_ref": 0 + }, + "3": { + "Dice": 0.5126307446725383, + "FN": 85899, + "FP": 1421, + "IoU": 0.34465600444301014, + "TN": 392453, + "TP": 45923, + "n_pred": 47344, + "n_ref": 131822 + }, + "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": 0.057656952865245456, + "FN": 3001, + "FP": 21090, + "IoU": 0.02968422748509747, + "TN": 500868, + "TP": 737, + "n_pred": 21827, + "n_ref": 3738 + }, + "7": { + "Dice": 0.14607881388997268, + "FN": 466, + "FP": 10477, + "IoU": 0.0787945113225019, + "TN": 513817, + "TP": 936, + "n_pred": 11413, + "n_ref": 1402 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8746312195445354, + "FN": 1517, + "FP": 6047, + "IoU": 0.7771952045715632, + "TN": 141283, + "TP": 26385, + "n_pred": 32432, + "n_ref": 27902 + }, + "15": { + "Dice": 0.03420881513103955, + "FN": 31736, + "FP": 2425, + "IoU": 0.017402059483403325, + "TN": 140466, + "TP": 605, + "n_pred": 3030, + "n_ref": 32341 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 71, + "IoU": 0.0, + "TN": 175161, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 349085, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758135698400033, + "FN": 5971, + "FP": 6579, + "IoU": 0.9527694774159071, + "TN": 84746, + "TP": 253168, + "n_pred": 259747, + "n_ref": 259139 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.39921661598721847, + "FN": 674, + "FP": 10983, + "IoU": 0.24938828074694142, + "TN": 334934, + "TP": 3873, + "n_pred": 14856, + "n_ref": 4547 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 777, + "IoU": 0.0, + "TN": 349687, + "TP": 0, + "n_pred": 777, + "n_ref": 0 + }, + "14": { + "Dice": 0.5003478544044289, + "FN": 9202, + "FP": 24553, + "IoU": 0.33364260897030956, + "TN": 299808, + "TP": 16901, + "n_pred": 41454, + "n_ref": 26103 + }, + "15": { + "Dice": 0.0, + "FN": 17721, + "FP": 0, + "IoU": 0.0, + "TN": 332743, + "TP": 0, + "n_pred": 0, + "n_ref": 17721 + }, + "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": 595, + "FP": 1967, + "IoU": 0.0, + "TN": 347902, + "TP": 0, + "n_pred": 1967, + "n_ref": 595 + }, + "7": { + "Dice": 0.5303958021174396, + "FN": 56281, + "FP": 19878, + "IoU": 0.3609106471535983, + "TN": 231296, + "TP": 43009, + "n_pred": 62887, + "n_ref": 99290 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.3992911990549321, + "FN": 2712, + "FP": 339, + "IoU": 0.24944649446494466, + "TN": 171167, + "TP": 1014, + "n_pred": 1353, + "n_ref": 3726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34193744306103857, + "FN": 10675, + "FP": 160, + "IoU": 0.20622710622710622, + "TN": 161582, + "TP": 2815, + "n_pred": 2975, + "n_ref": 13490 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "6": { + "Dice": 0.45185185185185184, + "FN": 147, + "FP": 1, + "IoU": 0.291866028708134, + "TN": 175023, + "TP": 61, + "n_pred": 62, + "n_ref": 208 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 637, + "IoU": 0.0, + "TN": 174595, + "TP": 0, + "n_pred": 637, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "9": { + "Dice": 0.2740157480314961, + "FN": 1679, + "FP": 626, + "IoU": 0.15875912408759124, + "TN": 172492, + "TP": 435, + "n_pred": 1061, + "n_ref": 2114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9162096235414757, + "FN": 2565, + "FP": 13614, + "IoU": 0.8453753082172143, + "TN": 70598, + "TP": 88455, + "n_pred": 102069, + "n_ref": 91020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9397344228804902, + "FN": 550, + "FP": 394, + "IoU": 0.8863198458574181, + "TN": 166928, + "TP": 7360, + "n_pred": 7754, + "n_ref": 7910 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 174998, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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": 0, + "FP": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "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": 396, + "IoU": 0.0, + "TN": 350068, + "TP": 0, + "n_pred": 396, + "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": 189, + "IoU": 0.0, + "TN": 350275, + "TP": 0, + "n_pred": 189, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.7567505192707131, + "FN": 442, + "FP": 1666, + "IoU": 0.6086875812140338, + "TN": 169845, + "TP": 3279, + "n_pred": 4945, + "n_ref": 3721 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01318653977732164, + "FN": 15864, + "FP": 1, + "IoU": 0.006637029616179325, + "TN": 159261, + "TP": 106, + "n_pred": 107, + "n_ref": 15970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10039, + "FP": 0, + "IoU": 0.0, + "TN": 165193, + "TP": 0, + "n_pred": 0, + "n_ref": 10039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9041031257898727, + "FN": 3436, + "FP": 7946, + "IoU": 0.8249892367304262, + "TN": 110196, + "TP": 53654, + "n_pred": 61600, + "n_ref": 57090 + }, + "7": { + "Dice": 0.2855114196678632, + "FN": 4664, + "FP": 13449, + "IoU": 0.1665286213878152, + "TN": 153500, + "TP": 3619, + "n_pred": 17068, + "n_ref": 8283 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6045388701110574, + "FN": 12286, + "FP": 2456, + "IoU": 0.43321799307958475, + "TN": 149222, + "TP": 11268, + "n_pred": 13724, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.0, + "FN": 8022, + "FP": 55, + "IoU": 0.0, + "TN": 167155, + "TP": 0, + "n_pred": 55, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6548209690711246, + "FN": 40186, + "FP": 862, + "IoU": 0.48679094307540355, + "TN": 95249, + "TP": 38935, + "n_pred": 39797, + "n_ref": 79121 + }, + "7": { + "Dice": 0.119555633926997, + "FN": 6730, + "FP": 3256, + "IoU": 0.06357839459864967, + "TN": 164568, + "TP": 678, + "n_pred": 3934, + "n_ref": 7408 + }, + "8": { + "Dice": 0.5247681520018096, + "FN": 1888, + "FP": 213, + "IoU": 0.35571910456915057, + "TN": 171971, + "TP": 1160, + "n_pred": 1373, + "n_ref": 3048 + }, + "9": { + "Dice": 0.4910893234386003, + "FN": 3162, + "FP": 6233, + "IoU": 0.32545950603101664, + "TN": 161304, + "TP": 4533, + "n_pred": 10766, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9481490688376525, + "FN": 7318, + "FP": 2694, + "IoU": 0.9014101150149677, + "TN": 73680, + "TP": 91540, + "n_pred": 94234, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 7336, + "IoU": 0.0, + "TN": 165623, + "TP": 0, + "n_pred": 7336, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3702, + "IoU": 0.0, + "TN": 171530, + "TP": 0, + "n_pred": 3702, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2275, + "IoU": 0.0, + "TN": 172957, + "TP": 0, + "n_pred": 2275, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 175079, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9044945983198195, + "FN": 9886, + "FP": 2517, + "IoU": 0.8256413860968581, + "TN": 104097, + "TP": 58732, + "n_pred": 61249, + "n_ref": 68618 + }, + "7": { + "Dice": 0.830004844700436, + "FN": 6219, + "FP": 97, + "IoU": 0.7094087876696572, + "TN": 153497, + "TP": 15419, + "n_pred": 15516, + "n_ref": 21638 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9683, + "IoU": 0.0, + "TN": 691245, + "TP": 0, + "n_pred": 9683, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 699805, + "TP": 0, + "n_pred": 1123, + "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": 1121, + "IoU": 0.0, + "TN": 699807, + "TP": 0, + "n_pred": 1121, + "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": 694, + "IoU": 0.0, + "TN": 700234, + "TP": 0, + "n_pred": 694, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6273031895089562, + "FN": 8119, + "FP": 81973, + "IoU": 0.45698597440796573, + "TN": 535017, + "TP": 75819, + "n_pred": 157792, + "n_ref": 83938 + }, + "7": { + "Dice": 0.8275509458768534, + "FN": 2362, + "FP": 37775, + "IoU": 0.705831049090456, + "TN": 564486, + "TP": 96305, + "n_pred": 134080, + "n_ref": 98667 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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": 143, + "IoU": 0.0, + "TN": 175089, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 3679, + "FP": 0, + "IoU": 0.0, + "TN": 346785, + "TP": 0, + "n_pred": 0, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 17541, + "FP": 0, + "IoU": 0.0, + "TN": 332923, + "TP": 0, + "n_pred": 0, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 347777, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 0, + "IoU": 0.0, + "TN": 349948, + "TP": 0, + "n_pred": 0, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1893, + "IoU": 0.0, + "TN": 348571, + "TP": 0, + "n_pred": 1893, + "n_ref": 0 + }, + "8": { + "Dice": 0.9002775850104094, + "FN": 393, + "FP": 2481, + "IoU": 0.818640752192844, + "TN": 334617, + "TP": 12973, + "n_pred": 15454, + "n_ref": 13366 + }, + "9": { + "Dice": 0.13824561403508773, + "FN": 6914, + "FP": 454, + "IoU": 0.07425555974368639, + "TN": 342505, + "TP": 591, + "n_pred": 1045, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6653282376275942, + "FN": 12580, + "FP": 1256, + "IoU": 0.4984957773025481, + "TN": 147643, + "TP": 13753, + "n_pred": 15009, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.343767572633552, + "FN": 3472, + "FP": 29, + "IoU": 0.20755998189225894, + "TN": 170814, + "TP": 917, + "n_pred": 946, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 391, + "IoU": 0.0, + "TN": 174841, + "TP": 0, + "n_pred": 391, + "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": 422, + "IoU": 0.0, + "TN": 174810, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9240890884111534, + "FN": 2063, + "FP": 1860, + "IoU": 0.8588899679867631, + "TN": 147431, + "TP": 23878, + "n_pred": 25738, + "n_ref": 25941 + }, + "7": { + "Dice": 0.8024057009046648, + "FN": 6102, + "FP": 5627, + "IoU": 0.6700146297546703, + "TN": 139688, + "TP": 23815, + "n_pred": 29442, + "n_ref": 29917 + }, + "8": { + "Dice": 0.08924485125858124, + "FN": 793, + "FP": 3, + "IoU": 0.046706586826347304, + "TN": 174397, + "TP": 39, + "n_pred": 42, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 6201, + "FP": 8388, + "IoU": 0.0, + "TN": 160643, + "TP": 0, + "n_pred": 8388, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 21220, + "FP": 0, + "IoU": 0.0, + "TN": 154012, + "TP": 0, + "n_pred": 0, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.10376999238385377, + "FN": 37046, + "FP": 610, + "IoU": 0.0547243699166583, + "TN": 135396, + "TP": 2180, + "n_pred": 2790, + "n_ref": 39226 + }, + "7": { + "Dice": 0.2868798676290189, + "FN": 24956, + "FP": 41, + "IoU": 0.16746044962531223, + "TN": 145207, + "TP": 5028, + "n_pred": 5069, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.23846153846153847, + "FN": 86, + "FP": 2884, + "IoU": 0.13537117903930132, + "TN": 171797, + "TP": 465, + "n_pred": 3349, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18566842278564372, + "FN": 39475, + "FP": 95, + "IoU": 0.10233433905764389, + "TN": 481615, + "TP": 4511, + "n_pred": 4606, + "n_ref": 43986 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8289, + "IoU": 0.0, + "TN": 517407, + "TP": 0, + "n_pred": 8289, + "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": 504, + "IoU": 0.0, + "TN": 525188, + "TP": 0, + "n_pred": 504, + "n_ref": 4 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2260, + "IoU": 0.0, + "TN": 523436, + "TP": 0, + "n_pred": 2260, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8526345313164919, + "FN": 26881, + "FP": 3593, + "IoU": 0.7431237514013808, + "TN": 407063, + "TP": 88159, + "n_pred": 91752, + "n_ref": 115040 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9778, + "IoU": 0.0, + "TN": 515918, + "TP": 0, + "n_pred": 9778, + "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": 0.6621259765145188, + "FN": 3310, + "FP": 51704, + "IoU": 0.4949090608617413, + "TN": 416777, + "TP": 53905, + "n_pred": 105609, + "n_ref": 57215 + }, + "7": { + "Dice": 0.0, + "FN": 17148, + "FP": 55643, + "IoU": 0.0, + "TN": 452905, + "TP": 0, + "n_pred": 55643, + "n_ref": 17148 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 728, + "FP": 0, + "IoU": 0.0, + "TN": 349736, + "TP": 0, + "n_pred": 0, + "n_ref": 728 + }, + "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": 8492, + "IoU": 0.0, + "TN": 341972, + "TP": 0, + "n_pred": 8492, + "n_ref": 0 + }, + "3": { + "Dice": 0.2233083340355608, + "FN": 9178, + "FP": 39, + "IoU": 0.1256877252893189, + "TN": 339922, + "TP": 1325, + "n_pred": 1364, + "n_ref": 10503 + }, + "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": 631, + "IoU": 0.0, + "TN": 349833, + "TP": 0, + "n_pred": 631, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0297.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": 0.0, + "FN": 0, + "FP": 5799, + "IoU": 0.0, + "TN": 519897, + "TP": 0, + "n_pred": 5799, + "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": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "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": 7823, + "IoU": 0.0, + "TN": 517873, + "TP": 0, + "n_pred": 7823, + "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": 446, + "IoU": 0.0, + "TN": 525250, + "TP": 0, + "n_pred": 446, + "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": 0.7497312747349392, + "FN": 88891, + "FP": 34043, + "IoU": 0.5996561055912151, + "TN": 218625, + "TP": 184137, + "n_pred": 218180, + "n_ref": 273028 + }, + "7": { + "Dice": 0.0, + "FN": 5979, + "FP": 125, + "IoU": 0.0, + "TN": 519592, + "TP": 0, + "n_pred": 125, + "n_ref": 5979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.07188703465982028, + "FN": 1446, + "FP": 0, + "IoU": 0.037283621837549935, + "TN": 524194, + "TP": 56, + "n_pred": 56, + "n_ref": 1502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04371584699453552, + "FN": 175, + "FP": 0, + "IoU": 0.0223463687150838, + "TN": 350285, + "TP": 4, + "n_pred": 4, + "n_ref": 179 + }, + "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": 0.9301320528211284, + "FN": 726, + "FP": 147, + "IoU": 0.8693895870736086, + "TN": 343780, + "TP": 5811, + "n_pred": 5958, + "n_ref": 6537 + }, + "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": 0.981426334120287, + "FN": 2197, + "FP": 1776, + "IoU": 0.9635300489264634, + "TN": 241525, + "TP": 104966, + "n_pred": 106742, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 350182, + "TP": 0, + "n_pred": 282, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9440460580232749, + "FN": 4513, + "FP": 949, + "IoU": 0.894022002755195, + "TN": 123693, + "TP": 46077, + "n_pred": 47026, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 748, + "IoU": 0.0, + "TN": 174484, + "TP": 0, + "n_pred": 748, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546703036502434, + "FN": 1062, + "FP": 1331, + "IoU": 0.9132719628877936, + "TN": 147640, + "TP": 25199, + "n_pred": 26530, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 174718, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.23497712170839888, + "FN": 2117.190909090909, + "FP": 1838.881818181818, + "IoU": 0.18947232473896233, + "TN": 285954.3696969697, + "TP": 4797.921212121213, + "n_pred": 6636.80303030303, + "n_ref": 6915.1121212121225 + }, + "mean": { + "1": { + "Dice": 0.3535407776085103, + "FN": 727.7727272727273, + "FP": 1610.7272727272727, + "IoU": 0.31591563314949017, + "TN": 285211.04545454547, + "TP": 7158.818181818182, + "n_pred": 8769.545454545454, + "n_ref": 7886.590909090909 + }, + "10": { + "Dice": 0.2730314604476664, + "FN": 2353.2727272727275, + "FP": 704.7727272727273, + "IoU": 0.1947465906379873, + "TN": 289813.54545454547, + "TP": 1836.7727272727273, + "n_pred": 2541.5454545454545, + "n_ref": 4190.045454545455 + }, + "11": { + "Dice": 0.0, + "FN": 92.22727272727273, + "FP": 0.0, + "IoU": 0.0, + "TN": 294616.13636363635, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 92.22727272727273 + }, + "12": { + "Dice": 0.0, + "FN": 196.4090909090909, + "FP": 0.0, + "IoU": 0.0, + "TN": 294511.95454545453, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 196.4090909090909 + }, + "13": { + "Dice": 0.1582756760159826, + "FN": 1026.7727272727273, + "FP": 423.45454545454544, + "IoU": 0.10248905395257307, + "TN": 292863.4090909091, + "TP": 394.72727272727275, + "n_pred": 818.1818181818181, + "n_ref": 1421.5 + }, + "14": { + "Dice": 0.46609328114806403, + "FN": 998.4545454545455, + "FP": 327.59090909090907, + "IoU": 0.4052442648433071, + "TN": 290138.13636363635, + "TP": 3244.181818181818, + "n_pred": 3571.7727272727275, + "n_ref": 4242.636363636364 + }, + "15": { + "Dice": 0.02884133173672306, + "FN": 2736.909090909091, + "FP": 54.13636363636363, + "IoU": 0.015072742832691485, + "TN": 291853.2727272727, + "TP": 64.04545454545455, + "n_pred": 118.18181818181819, + "n_ref": 2800.9545454545455 + }, + "2": { + "Dice": 0.32221437541427317, + "FN": 2553.681818181818, + "FP": 1493.090909090909, + "IoU": 0.27162498435988675, + "TN": 284084.4090909091, + "TP": 6577.181818181818, + "n_pred": 8070.272727272727, + "n_ref": 9130.863636363636 + }, + "3": { + "Dice": 0.24790632934615822, + "FN": 3169.0, + "FP": 3050.6363636363635, + "IoU": 0.21089458455984844, + "TN": 284991.9090909091, + "TP": 3496.818181818182, + "n_pred": 6547.454545454545, + "n_ref": 6665.818181818182 + }, + "4": { + "Dice": 0.025936403643022573, + "FN": 634.7727272727273, + "FP": 436.8181818181818, + "IoU": 0.014376108069089254, + "TN": 293577.95454545453, + "TP": 58.81818181818182, + "n_pred": 495.6363636363636, + "n_ref": 693.5909090909091 + }, + "5": { + "Dice": 0.025741858973227158, + "FN": 475.72727272727275, + "FP": 212.0, + "IoU": 0.013699737845457085, + "TN": 293983.0909090909, + "TP": 37.54545454545455, + "n_pred": 249.54545454545453, + "n_ref": 513.2727272727273 + }, + "6": { + "Dice": 0.6128940516451593, + "FN": 2869.2727272727275, + "FP": 10838.954545454546, + "IoU": 0.5176770371890773, + "TN": 253686.86363636365, + "TP": 27313.272727272728, + "n_pred": 38152.22727272727, + "n_ref": 30182.545454545456 + }, + "7": { + "Dice": 0.30796757911452394, + "FN": 11458.363636363636, + "FP": 7285.681818181818, + "IoU": 0.2378643569681338, + "TN": 257647.13636363635, + "TP": 18317.18181818182, + "n_pred": 25602.863636363636, + "n_ref": 29775.545454545456 + }, + "8": { + "Dice": 0.3995952211998135, + "FN": 1400.909090909091, + "FP": 629.8636363636364, + "IoU": 0.32973723610430966, + "TN": 290176.4090909091, + "TP": 2501.181818181818, + "n_pred": 3131.0454545454545, + "n_ref": 3902.090909090909 + }, + "9": { + "Dice": 0.30261847933285885, + "FN": 1064.3181818181818, + "FP": 515.5, + "IoU": 0.21274254057258413, + "TN": 292160.2727272727, + "TP": 968.2727272727273, + "n_pred": 1483.7727272727273, + "n_ref": 2032.590909090909 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9513582949621414, + "FN": 6438, + "FP": 4316, + "IoU": 0.9072291235334714, + "TN": 59312, + "TP": 105166, + "n_pred": 109482, + "n_ref": 111604 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 174632, + "TP": 0, + "n_pred": 600, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.946461041147552, + "FN": 587, + "FP": 208, + "IoU": 0.8983635898747123, + "TN": 167410, + "TP": 7027, + "n_pred": 7235, + "n_ref": 7614 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3912, + "IoU": 0.0, + "TN": 171320, + "TP": 0, + "n_pred": 3912, + "n_ref": 0 + }, + "5": { + "Dice": 0.019585253456221197, + "FN": 3302, + "FP": 102, + "IoU": 0.009889470622454915, + "TN": 171794, + "TP": 34, + "n_pred": 136, + "n_ref": 3336 + }, + "6": { + "Dice": 0.9510630372097515, + "FN": 4170, + "FP": 2924, + "IoU": 0.9066922712684801, + "TN": 99204, + "TP": 68934, + "n_pred": 71858, + "n_ref": 73104 + }, + "7": { + "Dice": 0.009370357673408753, + "FN": 8639, + "FP": 30, + "IoU": 0.004707233065442021, + "TN": 166522, + "TP": 41, + "n_pred": 71, + "n_ref": 8680 + }, + "8": { + "Dice": 0.5028455284552845, + "FN": 43, + "FP": 4849, + "IoU": 0.3358674993212055, + "TN": 167866, + "TP": 2474, + "n_pred": 7323, + "n_ref": 2517 + }, + "9": { + "Dice": 0.7307579232080907, + "FN": 7801, + "FP": 1357, + "IoU": 0.575743537477995, + "TN": 153646, + "TP": 12428, + "n_pred": 13785, + "n_ref": 20229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3674, + "IoU": 0.0, + "TN": 171558, + "TP": 0, + "n_pred": 3674, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.11168201648085313, + "FN": 9160, + "FP": 3, + "IoU": 0.05914364924530239, + "TN": 165493, + "TP": 576, + "n_pred": 579, + "n_ref": 9736 + }, + "15": { + "Dice": 0.08652399521016918, + "FN": 29734, + "FP": 17, + "IoU": 0.045218228498074456, + "TN": 144072, + "TP": 1409, + "n_pred": 1426, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 424, + "IoU": 0.0, + "TN": 174808, + "TP": 0, + "n_pred": 424, + "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": 1940, + "IoU": 0.0, + "TN": 173292, + "TP": 0, + "n_pred": 1940, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1864, + "IoU": 0.0, + "TN": 173368, + "TP": 0, + "n_pred": 1864, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 975, + "IoU": 0.0, + "TN": 349489, + "TP": 0, + "n_pred": 975, + "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": 1638, + "IoU": 0.0, + "TN": 348826, + "TP": 0, + "n_pred": 1638, + "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": 1850, + "IoU": 0.0, + "TN": 348614, + "TP": 0, + "n_pred": 1850, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2286, + "IoU": 0.0, + "TN": 348178, + "TP": 0, + "n_pred": 2286, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 808, + "FP": 0, + "IoU": 0.0, + "TN": 524888, + "TP": 0, + "n_pred": 0, + "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": 0.04222873900293255, + "FN": 1480, + "FP": 153, + "IoU": 0.02156980227681246, + "TN": 524027, + "TP": 36, + "n_pred": 189, + "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": 0.20120850663109158, + "FN": 10169, + "FP": 10, + "IoU": 0.11185760404851235, + "TN": 514235, + "TP": 1282, + "n_pred": 1292, + "n_ref": 11451 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 525570, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "6": { + "Dice": 0.8038141322137622, + "FN": 2305, + "FP": 452, + "IoU": 0.6719809637120762, + "TN": 517291, + "TP": 5648, + "n_pred": 6100, + "n_ref": 7953 + }, + "7": { + "Dice": 0.00504336060028292, + "FN": 16158, + "FP": 19, + "IoU": 0.0025280552472561352, + "TN": 509478, + "TP": 41, + "n_pred": 60, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07794508414526129, + "FN": 594, + "FP": 2529, + "IoU": 0.04055299539170507, + "TN": 522441, + "TP": 132, + "n_pred": 2661, + "n_ref": 726 + }, + "10": { + "Dice": 0.5497282608695652, + "FN": 1614, + "FP": 1700, + "IoU": 0.3790519018175005, + "TN": 520359, + "TP": 2023, + "n_pred": 3723, + "n_ref": 3637 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 525062, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 525317, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.4188911704312115, + "FN": 6, + "FP": 560, + "IoU": 0.2649350649350649, + "TN": 524926, + "TP": 204, + "n_pred": 764, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1082, + "IoU": 0.0, + "TN": 524614, + "TP": 0, + "n_pred": 1082, + "n_ref": 0 + }, + "3": { + "Dice": 0.004973062577704103, + "FN": 261, + "FP": 2140, + "IoU": 0.0024927295388450354, + "TN": 523289, + "TP": 6, + "n_pred": 2146, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 525524, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 946, + "IoU": 0.0, + "TN": 524535, + "TP": 0, + "n_pred": 946, + "n_ref": 215 + }, + "6": { + "Dice": 0.771899527519331, + "FN": 7011, + "FP": 16500, + "IoU": 0.6285312519749732, + "TN": 462404, + "TP": 39781, + "n_pred": 56281, + "n_ref": 46792 + }, + "7": { + "Dice": 0.5237464795513083, + "FN": 70320, + "FP": 28605, + "IoU": 0.35478085050873986, + "TN": 372376, + "TP": 54395, + "n_pred": 83000, + "n_ref": 124715 + }, + "8": { + "Dice": 0.9235066492260737, + "FN": 3469, + "FP": 2145, + "IoU": 0.8578842113257221, + "TN": 486193, + "TP": 33889, + "n_pred": 36034, + "n_ref": 37358 + }, + "9": { + "Dice": 0.21209117938553024, + "FN": 5919, + "FP": 441, + "IoU": 0.11862527716186252, + "TN": 518480, + "TP": 856, + "n_pred": 1297, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5564809994794377, + "FN": 286, + "FP": 1418, + "IoU": 0.3855030652722683, + "TN": 347691, + "TP": 1069, + "n_pred": 2487, + "n_ref": 1355 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 272, + "IoU": 0.0, + "TN": 350192, + "TP": 0, + "n_pred": 272, + "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": 2883, + "IoU": 0.0, + "TN": 347581, + "TP": 0, + "n_pred": 2883, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8523952118975217, + "FN": 37701, + "FP": 451, + "IoU": 0.7427602435390019, + "TN": 202151, + "TP": 110161, + "n_pred": 110612, + "n_ref": 147862 + }, + "7": { + "Dice": 0.6364526507203805, + "FN": 7187, + "FP": 610, + "IoU": 0.4667624128026262, + "TN": 335842, + "TP": 6825, + "n_pred": 7435, + "n_ref": 14012 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8184864355034873, + "FN": 633, + "FP": 6680, + "IoU": 0.6927440023528423, + "TN": 326663, + "TP": 16488, + "n_pred": 23168, + "n_ref": 17121 + }, + "10": { + "Dice": 0.35281989084293514, + "FN": 20239, + "FP": 1105, + "IoU": 0.21419630365952433, + "TN": 323302, + "TP": 5818, + "n_pred": 6923, + "n_ref": 26057 + }, + "11": { + "Dice": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 349085, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.023391812865497075, + "FN": 1002, + "FP": 0, + "IoU": 0.011834319526627219, + "TN": 349450, + "TP": 12, + "n_pred": 12, + "n_ref": 1014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 16961, + "IoU": 0.0, + "TN": 333503, + "TP": 0, + "n_pred": 16961, + "n_ref": 0 + }, + "3": { + "Dice": 0.5772397094430993, + "FN": 63823, + "FP": 779, + "IoU": 0.40571817562968004, + "TN": 241758, + "TP": 44104, + "n_pred": 44883, + "n_ref": 107927 + }, + "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": 0.5984874208982868, + "FN": 3667, + "FP": 22347, + "IoU": 0.42702964627108936, + "TN": 305062, + "TP": 19388, + "n_pred": 41735, + "n_ref": 23055 + }, + "7": { + "Dice": 0.5291569122252288, + "FN": 53703, + "FP": 8243, + "IoU": 0.35976435326339723, + "TN": 253709, + "TP": 34809, + "n_pred": 43052, + "n_ref": 88512 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660678642714571, + "FN": 241, + "FP": 235, + "IoU": 0.9343629343629344, + "TN": 167980, + "TP": 6776, + "n_pred": 7011, + "n_ref": 7017 + }, + "10": { + "Dice": 0.7271498563946612, + "FN": 1257, + "FP": 358, + "IoU": 0.5712768781523759, + "TN": 171465, + "TP": 2152, + "n_pred": 2510, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 174577, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3761, + "IoU": 0.0, + "TN": 171471, + "TP": 0, + "n_pred": 3761, + "n_ref": 0 + }, + "3": { + "Dice": 0.9139171572430369, + "FN": 5538, + "FP": 121, + "IoU": 0.8414801535057005, + "TN": 139533, + "TP": 30040, + "n_pred": 30161, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.29833734183833527, + "FN": 13412, + "FP": 8, + "IoU": 0.1753210840041787, + "TN": 158959, + "TP": 2853, + "n_pred": 2861, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9633432145181114, + "FN": 873, + "FP": 141, + "IoU": 0.9292788394476217, + "TN": 160894, + "TP": 13324, + "n_pred": 13465, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 350074, + "TP": 0, + "n_pred": 390, + "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": 527, + "IoU": 0.0, + "TN": 349937, + "TP": 0, + "n_pred": 527, + "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": 2102, + "IoU": 0.0, + "TN": 348362, + "TP": 0, + "n_pred": 2102, + "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": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "6": { + "Dice": 0.7633061749156735, + "FN": 382, + "FP": 48598, + "IoU": 0.6172151582172136, + "TN": 222507, + "TP": 78977, + "n_pred": 127575, + "n_ref": 79359 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5533923303834808, + "FN": 1462, + "FP": 1566, + "IoU": 0.3825448613376835, + "TN": 345560, + "TP": 1876, + "n_pred": 3442, + "n_ref": 3338 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6921159307190392, + "FN": 14103, + "FP": 100, + "IoU": 0.5291875227898034, + "TN": 145065, + "TP": 15964, + "n_pred": 16064, + "n_ref": 30067 + }, + "10": { + "Dice": 0.7301779628928436, + "FN": 8759, + "FP": 1930, + "IoU": 0.5750238549618321, + "TN": 150080, + "TP": 14463, + "n_pred": 16393, + "n_ref": 23222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5106382978723404, + "FN": 45, + "FP": 47, + "IoU": 0.34285714285714286, + "TN": 175092, + "TP": 48, + "n_pred": 95, + "n_ref": 93 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2822533566841798, + "FN": 313, + "FP": 4605, + "IoU": 0.1643160577740017, + "TN": 169347, + "TP": 967, + "n_pred": 5572, + "n_ref": 1280 + }, + "7": { + "Dice": 0.9545187414892855, + "FN": 4492, + "FP": 1854, + "IoU": 0.912994598151855, + "TN": 102294, + "TP": 66592, + "n_pred": 68446, + "n_ref": 71084 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8495854717726017, + "FN": 11463, + "FP": 729, + "IoU": 0.7385037748798902, + "TN": 479072, + "TP": 34432, + "n_pred": 35161, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1174, + "IoU": 0.0, + "TN": 524522, + "TP": 0, + "n_pred": 1174, + "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": 0.0062827225130890054, + "FN": 3796, + "FP": 0, + "IoU": 0.0031512605042016808, + "TN": 521888, + "TP": 12, + "n_pred": 12, + "n_ref": 3808 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9887691160766456, + "FN": 1923, + "FP": 864, + "IoU": 0.9777876959616166, + "TN": 400225, + "TP": 122684, + "n_pred": 123548, + "n_ref": 124607 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4046, + "IoU": 0.0, + "TN": 521650, + "TP": 0, + "n_pred": 4046, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5598145983305646, + "FN": 17651, + "FP": 3812, + "IoU": 0.3887100908547179, + "TN": 140121, + "TP": 13648, + "n_pred": 17460, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37691575943346367, + "FN": 15469, + "FP": 2216, + "IoU": 0.2322219327949987, + "TN": 152198, + "TP": 5349, + "n_pred": 7565, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7791919256038341, + "FN": 1173, + "FP": 5784, + "IoU": 0.6382591514143094, + "TN": 156000, + "TP": 12275, + "n_pred": 18059, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2336, + "IoU": 0.0, + "TN": 172896, + "TP": 0, + "n_pred": 2336, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7622364093635132, + "FN": 2010, + "FP": 448, + "IoU": 0.6158174429509221, + "TN": 168834, + "TP": 3940, + "n_pred": 4388, + "n_ref": 5950 + }, + "8": { + "Dice": 0.6121317869239454, + "FN": 2550, + "FP": 1229, + "IoU": 0.44105901493861854, + "TN": 168471, + "TP": 2982, + "n_pred": 4211, + "n_ref": 5532 + }, + "9": { + "Dice": 0.5866607512570245, + "FN": 6225, + "FP": 4955, + "IoU": 0.41508841686721776, + "TN": 156118, + "TP": 7934, + "n_pred": 12889, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 668, + "IoU": 0.0, + "TN": 525028, + "TP": 0, + "n_pred": 668, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1776, + "IoU": 0.0, + "TN": 523920, + "TP": 0, + "n_pred": 1776, + "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": 2722, + "IoU": 0.0, + "TN": 522974, + "TP": 0, + "n_pred": 2722, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 574, + "IoU": 0.0, + "TN": 525122, + "TP": 0, + "n_pred": 574, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6610876294329305, + "FN": 410, + "FP": 107437, + "IoU": 0.4937497359539222, + "TN": 312665, + "TP": 105184, + "n_pred": 212621, + "n_ref": 105594 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1236, + "IoU": 0.0, + "TN": 524460, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1332, + "IoU": 0.0, + "TN": 524364, + "TP": 0, + "n_pred": 1332, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16647, + "IoU": 0.0, + "TN": 333817, + "TP": 0, + "n_pred": 16647, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "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": 4780, + "IoU": 0.0, + "TN": 345684, + "TP": 0, + "n_pred": 4780, + "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": 1635, + "IoU": 0.0, + "TN": 348829, + "TP": 0, + "n_pred": 1635, + "n_ref": 0 + }, + "5": { + "Dice": 0.13486590038314175, + "FN": 6867, + "FP": 3294, + "IoU": 0.07230895645028759, + "TN": 339511, + "TP": 792, + "n_pred": 4086, + "n_ref": 7659 + }, + "6": { + "Dice": 0.011682980738869593, + "FN": 0, + "FP": 6260, + "IoU": 0.005875813879625219, + "TN": 344167, + "TP": 37, + "n_pred": 6297, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "8": { + "Dice": 0.04113748129142613, + "FN": 22423, + "FP": 0, + "IoU": 0.02100069856793573, + "TN": 327560, + "TP": 481, + "n_pred": 481, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 4530, + "IoU": 0.0, + "TN": 342879, + "TP": 0, + "n_pred": 4530, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.5304114490161002, + "FN": 133, + "FP": 1967, + "IoU": 0.36092513694461353, + "TN": 347178, + "TP": 1186, + "n_pred": 3153, + "n_ref": 1319 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5630536024107388, + "FN": 4632, + "FP": 153, + "IoU": 0.3918403660396543, + "TN": 342596, + "TP": 3083, + "n_pred": 3236, + "n_ref": 7715 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 182, + "IoU": 0.0, + "TN": 350282, + "TP": 0, + "n_pred": 182, + "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": 0.6951970557230308, + "FN": 214, + "FP": 16267, + "IoU": 0.5327985032316589, + "TN": 315188, + "TP": 18795, + "n_pred": 35062, + "n_ref": 19009 + }, + "7": { + "Dice": 0.763199937653431, + "FN": 11561, + "FP": 73517, + "IoU": 0.6170762444864524, + "TN": 128284, + "TP": 137102, + "n_pred": 210619, + "n_ref": 148663 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 350155, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "9": { + "Dice": 0.28620102214650767, + "FN": 415, + "FP": 4, + "IoU": 0.16699801192842942, + "TN": 349961, + "TP": 84, + "n_pred": 88, + "n_ref": 499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5971980587858254, + "FN": 1, + "FP": 8797, + "IoU": 0.42571801566579637, + "TN": 159912, + "TP": 6522, + "n_pred": 15319, + "n_ref": 6523 + }, + "7": { + "Dice": 0.7269585830425855, + "FN": 62873, + "FP": 2551, + "IoU": 0.5710407951848306, + "TN": 22714, + "TP": 87094, + "n_pred": 89645, + "n_ref": 149967 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9031056363388013, + "FN": 1343, + "FP": 6460, + "IoU": 0.8233296352480358, + "TN": 131065, + "TP": 36364, + "n_pred": 42824, + "n_ref": 37707 + }, + "15": { + "Dice": 0.0, + "FN": 30478, + "FP": 0, + "IoU": 0.0, + "TN": 144754, + "TP": 0, + "n_pred": 0, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 705, + "IoU": 0.0, + "TN": 174527, + "TP": 0, + "n_pred": 705, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5249504073339368, + "FN": 48570, + "FP": 762, + "IoU": 0.3558866155714267, + "TN": 98643, + "TP": 27257, + "n_pred": 28019, + "n_ref": 75827 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 50755, + "IoU": 0.0, + "TN": 124477, + "TP": 0, + "n_pred": 50755, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8826900830791882, + "FN": 4440, + "FP": 22, + "IoU": 0.7900136477010683, + "TN": 153983, + "TP": 16787, + "n_pred": 16809, + "n_ref": 21227 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807924614458582, + "FN": 440, + "FP": 4187, + "IoU": 0.9623088765976165, + "TN": 227703, + "TP": 118134, + "n_pred": 122321, + "n_ref": 118574 + }, + "10": { + "Dice": 0.08888888888888889, + "FN": 1025, + "FP": 0, + "IoU": 0.046511627906976744, + "TN": 349389, + "TP": 50, + "n_pred": 50, + "n_ref": 1075 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9681077250177179, + "FN": 51, + "FP": 129, + "IoU": 0.9381868131868132, + "TN": 347552, + "TP": 2732, + "n_pred": 2861, + "n_ref": 2783 + }, + "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": 785, + "IoU": 0.0, + "TN": 349679, + "TP": 0, + "n_pred": 785, + "n_ref": 0 + }, + "7": { + "Dice": 0.3343956499036713, + "FN": 1729, + "FP": 35238, + "IoU": 0.20076535576070742, + "TN": 304211, + "TP": 9286, + "n_pred": 44524, + "n_ref": 11015 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3745, + "IoU": 0.0, + "TN": 171487, + "TP": 0, + "n_pred": 3745, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 54, + "IoU": 0.0, + "TN": 175178, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0351.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.19702253031956388, + "FN": 3108.0272727272727, + "FP": 1830.9333333333334, + "IoU": 0.16068835143699323, + "TN": 302219.06666666665, + "TP": 3480.518181818182, + "n_pred": 5311.451515151514, + "n_ref": 6588.545454545455 + }, + "mean": { + "1": { + "Dice": 0.3772095260105251, + "FN": 1886.2727272727273, + "FP": 2051.681818181818, + "IoU": 0.33584979931667297, + "TN": 297009.13636363635, + "TP": 9691.454545454546, + "n_pred": 11743.136363636364, + "n_ref": 11577.727272727272 + }, + "10": { + "Dice": 0.15253892463341767, + "FN": 1134.8181818181818, + "FP": 4895.318181818182, + "IoU": 0.11069221567368048, + "TN": 303298.4090909091, + "TP": 1310.0, + "n_pred": 6205.318181818182, + "n_ref": 2444.818181818182 + }, + "11": { + "Dice": 0.0, + "FN": 303.95454545454544, + "FP": 0.0, + "IoU": 0.0, + "TN": 310334.5909090909, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 303.95454545454544 + }, + "12": { + "Dice": 0.0, + "FN": 26.40909090909091, + "FP": 0.0, + "IoU": 0.0, + "TN": 310612.13636363635, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26.40909090909091 + }, + "13": { + "Dice": 0.04729559909349321, + "FN": 1310.1363636363637, + "FP": 1176.3181818181818, + "IoU": 0.025792765175738183, + "TN": 308101.0, + "TP": 51.09090909090909, + "n_pred": 1227.409090909091, + "n_ref": 1361.2272727272727 + }, + "14": { + "Dice": 0.14382540105399158, + "FN": 19722.727272727272, + "FP": 0.0, + "IoU": 0.08625912886533138, + "TN": 289068.36363636365, + "TP": 1847.4545454545455, + "n_pred": 1847.4545454545455, + "n_ref": 21570.18181818182 + }, + "15": { + "Dice": 0.0, + "FN": 53.72727272727273, + "FP": 3.8181818181818183, + "IoU": 0.0, + "TN": 310581.0, + "TP": 0.0, + "n_pred": 3.8181818181818183, + "n_ref": 53.72727272727273 + }, + "2": { + "Dice": 0.38786565349193824, + "FN": 1378.090909090909, + "FP": 296.1818181818182, + "IoU": 0.33256098363455716, + "TN": 306759.5909090909, + "TP": 2204.681818181818, + "n_pred": 2500.8636363636365, + "n_ref": 3582.7727272727275 + }, + "3": { + "Dice": 0.13465608465608467, + "FN": 0.18181818181818182, + "FP": 1509.6363636363637, + "IoU": 0.11296049711495783, + "TN": 309105.5909090909, + "TP": 23.136363636363637, + "n_pred": 1532.7727272727273, + "n_ref": 23.318181818181817 + }, + "4": { + "Dice": 0.0003661662394727206, + "FN": 379.6818181818182, + "FP": 326.40909090909093, + "IoU": 0.00018321729571271528, + "TN": 309932.36363636365, + "TP": 0.09090909090909091, + "n_pred": 326.5, + "n_ref": 379.77272727272725 + }, + "5": { + "Dice": 0.0, + "FN": 201.22727272727272, + "FP": 7.363636363636363, + "IoU": 0.0, + "TN": 310429.95454545453, + "TP": 0.0, + "n_pred": 7.363636363636363, + "n_ref": 201.22727272727272 + }, + "6": { + "Dice": 0.4412942427340441, + "FN": 15833.09090909091, + "FP": 9811.727272727272, + "IoU": 0.3586819143469146, + "TN": 260465.27272727274, + "TP": 24528.454545454544, + "n_pred": 34340.181818181816, + "n_ref": 40361.545454545456 + }, + "7": { + "Dice": 0.3231802834239621, + "FN": 3494.090909090909, + "FP": 6375.0, + "IoU": 0.2652303199087411, + "TN": 290945.4090909091, + "TP": 9824.045454545454, + "n_pred": 16199.045454545454, + "n_ref": 13318.136363636364 + }, + "8": { + "Dice": 0.5682327833054164, + "FN": 264.22727272727275, + "FP": 120.5, + "IoU": 0.4879696303584302, + "TN": 308489.7272727273, + "TP": 1764.090909090909, + "n_pred": 1884.590909090909, + "n_ref": 2028.3181818181818 + }, + "9": { + "Dice": 0.3788732901511131, + "FN": 631.7727272727273, + "FP": 890.0454545454545, + "IoU": 0.2941447998641615, + "TN": 308153.45454545453, + "TP": 963.2727272727273, + "n_pred": 1853.3181818181818, + "n_ref": 1595.0454545454545 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1788, + "IoU": 0.0, + "TN": 173444, + "TP": 0, + "n_pred": 1788, + "n_ref": 0 + }, + "10": { + "Dice": 0.14555885069765181, + "FN": 6359, + "FP": 11216, + "IoU": 0.07849203020134228, + "TN": 156160, + "TP": 1497, + "n_pred": 12713, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.061315880124009646, + "FN": 12190, + "FP": 6885, + "IoU": 0.031627576403695803, + "TN": 155534, + "TP": 623, + "n_pred": 7508, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5564770642201835, + "FN": 5753, + "FP": 290, + "IoU": 0.38549928818385193, + "TN": 165398, + "TP": 3791, + "n_pred": 4081, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1177, + "IoU": 0.0, + "TN": 174055, + "TP": 0, + "n_pred": 1177, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 108, + "IoU": 0.0, + "TN": 168269, + "TP": 0, + "n_pred": 108, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8211782310782074, + "FN": 8283, + "FP": 799, + "IoU": 0.6966093201937531, + "TN": 145297, + "TP": 20853, + "n_pred": 21652, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 10024, + "IoU": 0.0, + "TN": 163269, + "TP": 0, + "n_pred": 10024, + "n_ref": 1939 + }, + "8": { + "Dice": 0.415, + "FN": 1, + "FP": 233, + "IoU": 0.2618296529968454, + "TN": 174915, + "TP": 83, + "n_pred": 316, + "n_ref": 84 + }, + "9": { + "Dice": 0.35302269184133034, + "FN": 6535, + "FP": 935, + "IoU": 0.2143458140513252, + "TN": 165724, + "TP": 2038, + "n_pred": 2973, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 23461, + "IoU": 0.0, + "TN": 677467, + "TP": 0, + "n_pred": 23461, + "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": 14368, + "FP": 1111, + "IoU": 0.0, + "TN": 685449, + "TP": 0, + "n_pred": 1111, + "n_ref": 14368 + }, + "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": 5139, + "IoU": 0.0, + "TN": 695789, + "TP": 0, + "n_pred": 5139, + "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": 994, + "FP": 2853, + "IoU": 0.0, + "TN": 697081, + "TP": 0, + "n_pred": 2853, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7226080240693057, + "FN": 129450, + "FP": 42591, + "IoU": 0.5656901230672137, + "TN": 304803, + "TP": 224084, + "n_pred": 266675, + "n_ref": 353534 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26210, + "IoU": 0.0, + "TN": 674718, + "TP": 0, + "n_pred": 26210, + "n_ref": 0 + }, + "8": { + "Dice": 0.038910505836575876, + "FN": 247, + "FP": 0, + "IoU": 0.01984126984126984, + "TN": 700676, + "TP": 5, + "n_pred": 5, + "n_ref": 252 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9533, + "IoU": 0.0, + "TN": 165699, + "TP": 0, + "n_pred": 9533, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19305019305019305, + "FN": 836, + "FP": 0, + "IoU": 0.10683760683760683, + "TN": 174296, + "TP": 100, + "n_pred": 100, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16936, + "FP": 0, + "IoU": 0.0, + "TN": 158296, + "TP": 0, + "n_pred": 0, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16326, + "IoU": 0.0, + "TN": 158906, + "TP": 0, + "n_pred": 16326, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8880609338232258, + "FN": 9912, + "FP": 934, + "IoU": 0.7986597115223969, + "TN": 121363, + "TP": 43023, + "n_pred": 43957, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7361477572559367, + "FN": 1136, + "FP": 64, + "IoU": 0.5824634655532359, + "TN": 172358, + "TP": 1674, + "n_pred": 1738, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.37031989671496196, + "FN": 122906, + "FP": 0, + "IoU": 0.2272347167818318, + "TN": 16185, + "TP": 36141, + "n_pred": 36141, + "n_ref": 159047 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12738, + "IoU": 0.0, + "TN": 162494, + "TP": 0, + "n_pred": 12738, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6783187682064087, + "FN": 520, + "FP": 253, + "IoU": 0.5132241813602015, + "TN": 524108, + "TP": 815, + "n_pred": 1068, + "n_ref": 1335 + }, + "10": { + "Dice": 0.8229288899319409, + "FN": 2348, + "FP": 3688, + "IoU": 0.6991326886651381, + "TN": 505634, + "TP": 14026, + "n_pred": 17714, + "n_ref": 16374 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 548, + "FP": 0, + "IoU": 0.0, + "TN": 525148, + "TP": 0, + "n_pred": 0, + "n_ref": 548 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5163, + "IoU": 0.0, + "TN": 520533, + "TP": 0, + "n_pred": 5163, + "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": 84, + "IoU": 0.0, + "TN": 525612, + "TP": 0, + "n_pred": 84, + "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": 4427, + "FP": 0, + "IoU": 0.0, + "TN": 521269, + "TP": 0, + "n_pred": 0, + "n_ref": 4427 + }, + "6": { + "Dice": 0.8256835210638614, + "FN": 4645, + "FP": 2381, + "IoU": 0.7031183977013437, + "TN": 502030, + "TP": 16640, + "n_pred": 19021, + "n_ref": 21285 + }, + "7": { + "Dice": 0.9030465847384967, + "FN": 5083, + "FP": 3398, + "IoU": 0.8232314810955021, + "TN": 477718, + "TP": 39497, + "n_pred": 42895, + "n_ref": 44580 + }, + "8": { + "Dice": 0.883235485975212, + "FN": 4447, + "FP": 1102, + "IoU": 0.7908878504672897, + "TN": 499160, + "TP": 20987, + "n_pred": 22089, + "n_ref": 25434 + }, + "9": { + "Dice": 0.0, + "FN": 211, + "FP": 176, + "IoU": 0.0, + "TN": 525309, + "TP": 0, + "n_pred": 176, + "n_ref": 211 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.46726919199193434, + "FN": 14553, + "FP": 15037, + "IoU": 0.3048605727441445, + "TN": 307897, + "TP": 12977, + "n_pred": 28014, + "n_ref": 27530 + }, + "11": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1712943186672362, + "FN": 1426, + "FP": 2454, + "IoU": 0.09366970334034104, + "TN": 346183, + "TP": 401, + "n_pred": 2855, + "n_ref": 1827 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7478769668696134, + "FN": 2503, + "FP": 13440, + "IoU": 0.5972871252115487, + "TN": 310875, + "TP": 23646, + "n_pred": 37086, + "n_ref": 26149 + }, + "7": { + "Dice": 0.2309751434034417, + "FN": 290, + "FP": 3732, + "IoU": 0.13056636402939906, + "TN": 345838, + "TP": 604, + "n_pred": 4336, + "n_ref": 894 + }, + "8": { + "Dice": 0.9357851414098776, + "FN": 1118, + "FP": 1316, + "IoU": 0.8793197481283157, + "TN": 330295, + "TP": 17735, + "n_pred": 19051, + "n_ref": 18853 + }, + "9": { + "Dice": 0.8051960016582984, + "FN": 6017, + "FP": 2441, + "IoU": 0.6739147197162464, + "TN": 324526, + "TP": 17480, + "n_pred": 19921, + "n_ref": 23497 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0069.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": 0.06115630644701281, + "FN": 138256, + "FP": 0, + "IoU": 0.03154266981416233, + "TN": 207705, + "TP": 4503, + "n_pred": 4503, + "n_ref": 142759 + }, + "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": 0.4880635205360205, + "FN": 18254, + "FP": 1153, + "IoU": 0.3228068951078233, + "TN": 321806, + "TP": 9251, + "n_pred": 10404, + "n_ref": 27505 + }, + "7": { + "Dice": 0.6125391849529781, + "FN": 3890, + "FP": 5998, + "IoU": 0.44148215092634435, + "TN": 332760, + "TP": 7816, + "n_pred": 13814, + "n_ref": 11706 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7962510453995412, + "FN": 39751, + "FP": 3858, + "IoU": 0.6614760015835928, + "TN": 221643, + "TP": 85212, + "n_pred": 89070, + "n_ref": 124963 + }, + "10": { + "Dice": 0.22266204849084612, + "FN": 497, + "FP": 1074, + "IoU": 0.1252783964365256, + "TN": 348668, + "TP": 225, + "n_pred": 1299, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 52282, + "IoU": 0.0, + "TN": 298182, + "TP": 0, + "n_pred": 52282, + "n_ref": 0 + }, + "7": { + "Dice": 0.5832506910303209, + "FN": 19066, + "FP": 685, + "IoU": 0.4116823543429048, + "TN": 316892, + "TP": 13821, + "n_pred": 14506, + "n_ref": 32887 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785965686974817, + "FN": 1007, + "FP": 2289, + "IoU": 0.9580901519486299, + "TN": 96587, + "TP": 75349, + "n_pred": 77638, + "n_ref": 76356 + }, + "10": { + "Dice": 0.0, + "FN": 200, + "FP": 9402, + "IoU": 0.0, + "TN": 165630, + "TP": 0, + "n_pred": 9402, + "n_ref": 200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8187641667487927, + "FN": 4, + "FP": 1835, + "IoU": 0.693141998998832, + "TN": 169239, + "TP": 4154, + "n_pred": 5989, + "n_ref": 4158 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 23272, + "IoU": 0.0, + "TN": 327192, + "TP": 0, + "n_pred": 23272, + "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": 3, + "FP": 695, + "IoU": 0.0, + "TN": 349766, + "TP": 0, + "n_pred": 695, + "n_ref": 3 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1997, + "IoU": 0.0, + "TN": 348467, + "TP": 0, + "n_pred": 1997, + "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": 6569, + "IoU": 0.0, + "TN": 343895, + "TP": 0, + "n_pred": 6569, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40319, + "IoU": 0.0, + "TN": 310145, + "TP": 0, + "n_pred": 40319, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 172738, + "FP": 0, + "IoU": 0.0, + "TN": 2494, + "TP": 0, + "n_pred": 0, + "n_ref": 172738 + }, + "15": { + "Dice": 0.0, + "FN": 1182, + "FP": 0, + "IoU": 0.0, + "TN": 174050, + "TP": 0, + "n_pred": 0, + "n_ref": 1182 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 60130, + "IoU": 0.0, + "TN": 115102, + "TP": 0, + "n_pred": 60130, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23372, + "IoU": 0.0, + "TN": 151860, + "TP": 0, + "n_pred": 23372, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417193517912943, + "FN": 220, + "FP": 6196, + "IoU": 0.8898578589576324, + "TN": 116980, + "TP": 51836, + "n_pred": 58032, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "3": { + "Dice": 0.807936507936508, + "FN": 4, + "FP": 238, + "IoU": 0.677762982689747, + "TN": 174481, + "TP": 509, + "n_pred": 747, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3054, + "IoU": 0.0, + "TN": 172178, + "TP": 0, + "n_pred": 3054, + "n_ref": 0 + }, + "7": { + "Dice": 0.8264258412650828, + "FN": 9222, + "FP": 42, + "IoU": 0.7041956702215978, + "TN": 143914, + "TP": 22054, + "n_pred": 22096, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 988, + "IoU": 0.0, + "TN": 699940, + "TP": 0, + "n_pred": 988, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8824, + "IoU": 0.0, + "TN": 692104, + "TP": 0, + "n_pred": 8824, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 669, + "FP": 0, + "IoU": 0.0, + "TN": 700259, + "TP": 0, + "n_pred": 0, + "n_ref": 669 + }, + "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": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "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": 0.7997997703247843, + "FN": 6484, + "FP": 315, + "IoU": 0.6663886162904809, + "TN": 680548, + "TP": 13581, + "n_pred": 13896, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3159, + "IoU": 0.0, + "TN": 697769, + "TP": 0, + "n_pred": 3159, + "n_ref": 0 + }, + "4": { + "Dice": 0.0014646649578908824, + "FN": 504, + "FP": 2223, + "IoU": 0.0007328691828508611, + "TN": 698199, + "TP": 2, + "n_pred": 2225, + "n_ref": 506 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 700793, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "6": { + "Dice": 0.6944896430375778, + "FN": 174796, + "FP": 570, + "IoU": 0.5319679306516355, + "TN": 326240, + "TP": 199322, + "n_pred": 199892, + "n_ref": 374118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10962, + "IoU": 0.0, + "TN": 689966, + "TP": 0, + "n_pred": 10962, + "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": 15965, + "IoU": 0.0, + "TN": 684963, + "TP": 0, + "n_pred": 15965, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 822, + "IoU": 0.0, + "TN": 700106, + "TP": 0, + "n_pred": 822, + "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": 0.9709170864066617, + "FN": 1145, + "FP": 720, + "IoU": 0.9434779973330101, + "TN": 667932, + "TP": 31131, + "n_pred": 31851, + "n_ref": 32276 + }, + "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": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "6": { + "Dice": 0.8401060070671378, + "FN": 361, + "FP": 1, + "IoU": 0.7242955064737243, + "TN": 699615, + "TP": 951, + "n_pred": 952, + "n_ref": 1312 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.019509189855221275, + "FN": 1009, + "FP": 8540, + "IoU": 0.009850684363334717, + "TN": 165588, + "TP": 95, + "n_pred": 8635, + "n_ref": 1104 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.15005255073166787, + "FN": 124, + "FP": 20902, + "IoU": 0.08111179092736649, + "TN": 152350, + "TP": 1856, + "n_pred": 22758, + "n_ref": 1980 + }, + "7": { + "Dice": 0.8727026392203185, + "FN": 37376, + "FP": 19, + "IoU": 0.7741547790165361, + "TN": 9654, + "TP": 128183, + "n_pred": 128202, + "n_ref": 165559 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19410, + "IoU": 0.0, + "TN": 155822, + "TP": 0, + "n_pred": 19410, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3067, + "IoU": 0.0, + "TN": 172165, + "TP": 0, + "n_pred": 3067, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9316, + "IoU": 0.0, + "TN": 165916, + "TP": 0, + "n_pred": 9316, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12156, + "IoU": 0.0, + "TN": 163076, + "TP": 0, + "n_pred": 12156, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11052, + "IoU": 0.0, + "TN": 164180, + "TP": 0, + "n_pred": 11052, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 174571, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.17935245010287032, + "FN": 2325.642424242424, + "FP": 3274.5, + "IoU": 0.14494952417323853, + "TN": 332477.89696969703, + "TP": 4420.869696969697, + "n_pred": 7695.369696969697, + "n_ref": 6746.512121212121 + }, + "mean": { + "1": { + "Dice": 0.4517900303155143, + "FN": 1582.4545454545455, + "FP": 1160.7272727272727, + "IoU": 0.382526131332569, + "TN": 334450.2272727273, + "TP": 5305.5, + "n_pred": 6466.227272727273, + "n_ref": 6887.954545454545 + }, + "10": { + "Dice": 0.3712451488983734, + "FN": 1928.4545454545455, + "FP": 3093.3636363636365, + "IoU": 0.27427815625022955, + "TN": 334749.5909090909, + "TP": 2727.5, + "n_pred": 5820.863636363636, + "n_ref": 4655.954545454545 + }, + "11": { + "Dice": 0.0, + "FN": 175.1818181818182, + "FP": 0.0, + "IoU": 0.0, + "TN": 342323.7272727273, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 175.1818181818182 + }, + "12": { + "Dice": 0.0, + "FN": 136.36363636363637, + "FP": 0.0, + "IoU": 0.0, + "TN": 342362.54545454547, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 136.36363636363637 + }, + "13": { + "Dice": 0.12635987351508762, + "FN": 1541.4545454545455, + "FP": 1704.6363636363637, + "IoU": 0.08142289652004692, + "TN": 338613.2727272727, + "TP": 639.5454545454545, + "n_pred": 2344.181818181818, + "n_ref": 2181.0 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4180.954545454545, + "IoU": 0.0, + "TN": 338317.95454545453, + "TP": 0.0, + "n_pred": 4180.954545454545, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 149.36363636363637, + "IoU": 0.0, + "TN": 342349.54545454547, + "TP": 0.0, + "n_pred": 149.36363636363637, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.14077766223035715, + "FN": 89.72727272727273, + "FP": 8607.045454545454, + "IoU": 0.11219928248708314, + "TN": 333144.45454545453, + "TP": 657.6818181818181, + "n_pred": 9264.727272727272, + "n_ref": 747.4090909090909 + }, + "3": { + "Dice": 0.12272248721439212, + "FN": 11083.727272727272, + "FP": 701.8636363636364, + "IoU": 0.08220525763439006, + "TN": 328701.36363636365, + "TP": 2011.9545454545455, + "n_pred": 2713.818181818182, + "n_ref": 13095.681818181818 + }, + "4": { + "Dice": 0.027567383145684066, + "FN": 18.454545454545453, + "FP": 245.72727272727272, + "IoU": 0.014803957493587394, + "TN": 342225.54545454547, + "TP": 9.181818181818182, + "n_pred": 254.9090909090909, + "n_ref": 27.636363636363637 + }, + "5": { + "Dice": 0.0, + "FN": 1666.590909090909, + "FP": 0.0, + "IoU": 0.0, + "TN": 340832.3181818182, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1666.590909090909 + }, + "6": { + "Dice": 0.4300006707792514, + "FN": 5724.5, + "FP": 17133.772727272728, + "IoU": 0.3713459147585741, + "TN": 292692.1818181818, + "TP": 26948.454545454544, + "n_pred": 44082.22727272727, + "n_ref": 32672.954545454544 + }, + "7": { + "Dice": 0.48624767368758814, + "FN": 8264.818181818182, + "FP": 10984.636363636364, + "IoU": 0.41086954026662836, + "TN": 297554.7272727273, + "TP": 25694.727272727272, + "n_pred": 36679.36363636364, + "n_ref": 33959.545454545456 + }, + "8": { + "Dice": 0.26509126645917963, + "FN": 1709.3181818181818, + "FP": 311.5, + "IoU": 0.2226182146523595, + "TN": 339649.5, + "TP": 828.5909090909091, + "n_pred": 1140.090909090909, + "n_ref": 2537.909090909091 + }, + "9": { + "Dice": 0.268484555297627, + "FN": 963.5909090909091, + "FP": 843.9090909090909, + "IoU": 0.22197351120310974, + "TN": 339201.5, + "TP": 1489.909090909091, + "n_pred": 2333.818181818182, + "n_ref": 2453.5 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.649983917658411, + "FN": 5137, + "FP": 304, + "IoU": 0.48146383303154483, + "TN": 515203, + "TP": 5052, + "n_pred": 5356, + "n_ref": 10189 + }, + "10": { + "Dice": 0.3695781987948537, + "FN": 3790, + "FP": 7823, + "IoU": 0.22667643337550775, + "TN": 510679, + "TP": 3404, + "n_pred": 11227, + "n_ref": 7194 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 44, + "FP": 0, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 0, + "n_ref": 44 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3258, + "IoU": 0.0, + "TN": 522438, + "TP": 0, + "n_pred": 3258, + "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": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2401, + "IoU": 0.0, + "TN": 523295, + "TP": 0, + "n_pred": 2401, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 525072, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "6": { + "Dice": 0.07640571570914197, + "FN": 711, + "FP": 40074, + "IoU": 0.03972028630627237, + "TN": 483224, + "TP": 1687, + "n_pred": 41761, + "n_ref": 2398 + }, + "7": { + "Dice": 0.6966643778685266, + "FN": 42271, + "FP": 41665, + "IoU": 0.5345241594250317, + "TN": 345373, + "TP": 96387, + "n_pred": 138052, + "n_ref": 138658 + }, + "8": { + "Dice": 0.0, + "FN": 19545, + "FP": 1677, + "IoU": 0.0, + "TN": 504474, + "TP": 0, + "n_pred": 1677, + "n_ref": 19545 + }, + "9": { + "Dice": 0.004783973688144715, + "FN": 3107, + "FP": 3550, + "IoU": 0.002397722163944253, + "TN": 519023, + "TP": 16, + "n_pred": 3566, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.40332640332640335, + "FN": 287, + "FP": 0, + "IoU": 0.2526041666666667, + "TN": 174848, + "TP": 97, + "n_pred": 97, + "n_ref": 384 + }, + "7": { + "Dice": 0.4745245624192758, + "FN": 46785, + "FP": 409, + "IoU": 0.31106666861305343, + "TN": 106729, + "TP": 21309, + "n_pred": 21718, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2336, + "FP": 10189, + "IoU": 0.0, + "TN": 688403, + "TP": 0, + "n_pred": 10189, + "n_ref": 2336 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1260, + "IoU": 0.0, + "TN": 699668, + "TP": 0, + "n_pred": 1260, + "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": 102, + "IoU": 0.0, + "TN": 700826, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7218, + "IoU": 0.0, + "TN": 693710, + "TP": 0, + "n_pred": 7218, + "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": 637, + "IoU": 0.0, + "TN": 700291, + "TP": 0, + "n_pred": 637, + "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": 135474, + "IoU": 0.0, + "TN": 565454, + "TP": 0, + "n_pred": 135474, + "n_ref": 0 + }, + "7": { + "Dice": 0.17995618838992333, + "FN": 276, + "FP": 14698, + "IoU": 0.09887464644641031, + "TN": 684311, + "TP": 1643, + "n_pred": 16341, + "n_ref": 1919 + }, + "8": { + "Dice": 0.0, + "FN": 4385, + "FP": 0, + "IoU": 0.0, + "TN": 696543, + "TP": 0, + "n_pred": 0, + "n_ref": 4385 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1165, + "IoU": 0.0, + "TN": 699763, + "TP": 0, + "n_pred": 1165, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8044761851206208, + "FN": 6189, + "FP": 765, + "IoU": 0.6729068673565382, + "TN": 329204, + "TP": 14306, + "n_pred": 15071, + "n_ref": 20495 + }, + "10": { + "Dice": 0.6684061129110875, + "FN": 3407, + "FP": 8158, + "IoU": 0.5019594332716076, + "TN": 327243, + "TP": 11656, + "n_pred": 19814, + "n_ref": 15063 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 716, + "FP": 0, + "IoU": 0.0, + "TN": 349748, + "TP": 0, + "n_pred": 0, + "n_ref": 716 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3043, + "IoU": 0.0, + "TN": 347421, + "TP": 0, + "n_pred": 3043, + "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": 11868, + "IoU": 0.0, + "TN": 338596, + "TP": 0, + "n_pred": 11868, + "n_ref": 0 + }, + "3": { + "Dice": 0.01726514327167211, + "FN": 12887, + "FP": 660, + "IoU": 0.008707741841065418, + "TN": 336798, + "TP": 119, + "n_pred": 779, + "n_ref": 13006 + }, + "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": 2557, + "IoU": 0.0, + "TN": 347907, + "TP": 0, + "n_pred": 2557, + "n_ref": 0 + }, + "7": { + "Dice": 0.9492436974789916, + "FN": 845, + "FP": 3685, + "IoU": 0.9033909149072297, + "TN": 303574, + "TP": 42360, + "n_pred": 46045, + "n_ref": 43205 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6932630345635618, + "FN": 3634, + "FP": 6838, + "IoU": 0.530529902268448, + "TN": 503390, + "TP": 11834, + "n_pred": 18672, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3856832246195016, + "FN": 2160, + "FP": 1513, + "IoU": 0.2389142146705346, + "TN": 520870, + "TP": 1153, + "n_pred": 2666, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 52, + "IoU": 0.0, + "TN": 525644, + "TP": 0, + "n_pred": 52, + "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": 0.9020503261882572, + "FN": 241, + "FP": 1861, + "IoU": 0.8215771156947628, + "TN": 513915, + "TP": 9679, + "n_pred": 11540, + "n_ref": 9920 + }, + "7": { + "Dice": 0.9326066765011201, + "FN": 12245, + "FP": 2557, + "IoU": 0.8737235431116116, + "TN": 408477, + "TP": 102417, + "n_pred": 104974, + "n_ref": 114662 + }, + "8": { + "Dice": 0.5511363636363636, + "FN": 0, + "FP": 158, + "IoU": 0.3803921568627451, + "TN": 525441, + "TP": 97, + "n_pred": 255, + "n_ref": 97 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230332323592302, + "FN": 10854, + "FP": 2968, + "IoU": 0.8570675160026059, + "TN": 78529, + "TP": 82881, + "n_pred": 85849, + "n_ref": 93735 + }, + "10": { + "Dice": 0.7485664912418506, + "FN": 2748, + "FP": 453, + "IoU": 0.5981672106452423, + "TN": 167266, + "TP": 4765, + "n_pred": 5218, + "n_ref": 7513 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 438, + "FP": 0, + "IoU": 0.0, + "TN": 174794, + "TP": 0, + "n_pred": 0, + "n_ref": 438 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 174559, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3570, + "IoU": 0.0, + "TN": 171662, + "TP": 0, + "n_pred": 3570, + "n_ref": 0 + }, + "3": { + "Dice": 0.6768896997189487, + "FN": 5269, + "FP": 7837, + "IoU": 0.5115897741671014, + "TN": 148398, + "TP": 13728, + "n_pred": 21565, + "n_ref": 18997 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 174839, + "TP": 0, + "n_pred": 393, + "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": 2641, + "IoU": 0.0, + "TN": 172591, + "TP": 0, + "n_pred": 2641, + "n_ref": 0 + }, + "7": { + "Dice": 0.8194425119428598, + "FN": 2969, + "FP": 924, + "IoU": 0.6941148738901548, + "TN": 162505, + "TP": 8834, + "n_pred": 9758, + "n_ref": 11803 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8876190476190476, + "FN": 307, + "FP": 1286, + "IoU": 0.797945205479452, + "TN": 342580, + "TP": 6291, + "n_pred": 7577, + "n_ref": 6598 + }, + "10": { + "Dice": 0.5172660839661842, + "FN": 3369, + "FP": 0, + "IoU": 0.3488596830305373, + "TN": 345290, + "TP": 1805, + "n_pred": 1805, + "n_ref": 5174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "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": 28146, + "IoU": 0.0, + "TN": 322318, + "TP": 0, + "n_pred": 28146, + "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": 73554, + "IoU": 0.0, + "TN": 276910, + "TP": 0, + "n_pred": 73554, + "n_ref": 0 + }, + "3": { + "Dice": 0.3750189917651706, + "FN": 80071, + "FP": 2199, + "IoU": 0.23078361523285928, + "TN": 243511, + "TP": 24683, + "n_pred": 26882, + "n_ref": 104754 + }, + "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": 91143, + "IoU": 0.0, + "TN": 259321, + "TP": 0, + "n_pred": 91143, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37856, + "IoU": 0.0, + "TN": 312608, + "TP": 0, + "n_pred": 37856, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.968985604721044, + "FN": 8390, + "FP": 187, + "IoU": 0.939837124639633, + "TN": 32669, + "TP": 133986, + "n_pred": 134173, + "n_ref": 142376 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.005452448359022754, + "FN": 9480, + "FP": 5, + "IoU": 0.0027336767952896644, + "TN": 165721, + "TP": 26, + "n_pred": 31, + "n_ref": 9506 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 289, + "FP": 0, + "IoU": 0.0, + "TN": 174943, + "TP": 0, + "n_pred": 0, + "n_ref": 289 + }, + "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": 29491, + "IoU": 0.0, + "TN": 145741, + "TP": 0, + "n_pred": 29491, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2598, + "IoU": 0.0, + "TN": 172634, + "TP": 0, + "n_pred": 2598, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 390, + "FP": 0, + "IoU": 0.0, + "TN": 174842, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "6": { + "Dice": 0.06460348162475822, + "FN": 2752, + "FP": 11756, + "IoU": 0.033379972016789924, + "TN": 160223, + "TP": 501, + "n_pred": 12257, + "n_ref": 3253 + }, + "7": { + "Dice": 0.5442174797522267, + "FN": 59039, + "FP": 782, + "IoU": 0.37383158004919664, + "TN": 79697, + "TP": 35714, + "n_pred": 36496, + "n_ref": 94753 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07664582567120265, + "FN": 2857, + "FP": 9696, + "IoU": 0.03985008413645403, + "TN": 337390, + "TP": 521, + "n_pred": 10217, + "n_ref": 3378 + }, + "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": 25329, + "IoU": 0.0, + "TN": 325135, + "TP": 0, + "n_pred": 25329, + "n_ref": 0 + }, + "3": { + "Dice": 0.019969040247678017, + "FN": 50601, + "FP": 47, + "IoU": 0.010085216167617856, + "TN": 299300, + "TP": 516, + "n_pred": 563, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 38090, + "IoU": 0.0, + "TN": 312374, + "TP": 0, + "n_pred": 38090, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3126, + "IoU": 0.0, + "TN": 347338, + "TP": 0, + "n_pred": 3126, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 12149, + "FP": 0, + "IoU": 0.0, + "TN": 338315, + "TP": 0, + "n_pred": 0, + "n_ref": 12149 + }, + "9": { + "Dice": 0.0, + "FN": 1496, + "FP": 0, + "IoU": 0.0, + "TN": 348968, + "TP": 0, + "n_pred": 0, + "n_ref": 1496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.037333333333333336, + "FN": 1083, + "FP": 0, + "IoU": 0.019021739130434784, + "TN": 349360, + "TP": 21, + "n_pred": 21, + "n_ref": 1104 + }, + "10": { + "Dice": 0.2874927056992803, + "FN": 8628, + "FP": 9687, + "IoU": 0.16787823716492503, + "TN": 328454, + "TP": 3695, + "n_pred": 13382, + "n_ref": 12323 + }, + "11": { + "Dice": 0.0, + "FN": 1887, + "FP": 0, + "IoU": 0.0, + "TN": 348577, + "TP": 0, + "n_pred": 0, + "n_ref": 1887 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09779296333918183, + "FN": 18859, + "FP": 681, + "IoU": 0.05141026263410845, + "TN": 329865, + "TP": 1059, + "n_pred": 1740, + "n_ref": 19918 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8427570954662735, + "FN": 1240, + "FP": 893, + "IoU": 0.7282456363868008, + "TN": 342615, + "TP": 5716, + "n_pred": 6609, + "n_ref": 6956 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 978, + "IoU": 0.0, + "TN": 349486, + "TP": 0, + "n_pred": 978, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 124, + "FP": 0, + "IoU": 0.0, + "TN": 350340, + "TP": 0, + "n_pred": 0, + "n_ref": 124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8228294998723015, + "FN": 972, + "FP": 10821, + "IoU": 0.6989892286487315, + "TN": 311286, + "TP": 27385, + "n_pred": 38206, + "n_ref": 28357 + }, + "7": { + "Dice": 0.9660898895244975, + "FN": 8115, + "FP": 2401, + "IoU": 0.9344041418457412, + "TN": 190149, + "TP": 149799, + "n_pred": 152200, + "n_ref": 157914 + }, + "8": { + "Dice": 0.0864575363427697, + "FN": 52, + "FP": 4724, + "IoU": 0.045181927229108354, + "TN": 345462, + "TP": 226, + "n_pred": 4950, + "n_ref": 278 + }, + "9": { + "Dice": 0.8000188040616774, + "FN": 7296, + "FP": 1212, + "IoU": 0.6666927838282536, + "TN": 324938, + "TP": 17018, + "n_pred": 18230, + "n_ref": 24314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.815352605250343, + "FN": 2569, + "FP": 1602, + "IoU": 0.6882660687593423, + "TN": 161852, + "TP": 9209, + "n_pred": 10811, + "n_ref": 11778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3202009103751373, + "FN": 4026, + "FP": 305, + "IoU": 0.19061857596710896, + "TN": 169881, + "TP": 1020, + "n_pred": 1325, + "n_ref": 5046 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2144, + "IoU": 0.0, + "TN": 173088, + "TP": 0, + "n_pred": 2144, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.961426122116174, + "FN": 2821, + "FP": 4086, + "IoU": 0.9257176042932579, + "TN": 82249, + "TP": 86076, + "n_pred": 90162, + "n_ref": 88897 + }, + "7": { + "Dice": 0.8090876956200392, + "FN": 6889, + "FP": 4993, + "IoU": 0.67938478143551, + "TN": 138172, + "TP": 25178, + "n_pred": 30171, + "n_ref": 32067 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7039416898436751, + "FN": 5980, + "FP": 194, + "IoU": 0.5431404469439101, + "TN": 161718, + "TP": 7340, + "n_pred": 7534, + "n_ref": 13320 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7348015392675833, + "FN": 9488, + "FP": 5191, + "IoU": 0.5807796658574896, + "TN": 140217, + "TP": 20336, + "n_pred": 25527, + "n_ref": 29824 + }, + "7": { + "Dice": 0.9157907950745775, + "FN": 2251, + "FP": 12507, + "IoU": 0.8446624423720607, + "TN": 80226, + "TP": 80248, + "n_pred": 92755, + "n_ref": 82499 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0282.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": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 350109, + "TP": 0, + "n_pred": 355, + "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": 21115, + "IoU": 0.0, + "TN": 329349, + "TP": 0, + "n_pred": 21115, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 725, + "IoU": 0.0, + "TN": 349739, + "TP": 0, + "n_pred": 725, + "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": 624, + "IoU": 0.0, + "TN": 349840, + "TP": 0, + "n_pred": 624, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.21267412203256816, + "FN": 2047, + "FP": 22031, + "IoU": 0.11899012074643249, + "TN": 323134, + "TP": 3252, + "n_pred": 25283, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 20068, + "IoU": 0.0, + "TN": 330395, + "TP": 0, + "n_pred": 20068, + "n_ref": 1 + }, + "8": { + "Dice": 0.9529536987759446, + "FN": 1474, + "FP": 294, + "IoU": 0.9101352038223035, + "TN": 330790, + "TP": 17906, + "n_pred": 18200, + "n_ref": 19380 + }, + "9": { + "Dice": 0.014082483115390142, + "FN": 5454, + "FP": 8268, + "IoU": 0.007091172214182344, + "TN": 336644, + "TP": 98, + "n_pred": 8366, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0294.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": 20557, + "IoU": 0.0, + "TN": 1206067, + "TP": 0, + "n_pred": 20557, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 1226536, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26401, + "IoU": 0.0, + "TN": 1200223, + "TP": 0, + "n_pred": 26401, + "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": 4531, + "IoU": 0.0, + "TN": 1222093, + "TP": 0, + "n_pred": 4531, + "n_ref": 0 + }, + "3": { + "Dice": 0.20696318722020032, + "FN": 24606, + "FP": 17, + "IoU": 0.1154260669636442, + "TN": 1198788, + "TP": 3213, + "n_pred": 3230, + "n_ref": 27819 + }, + "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": 0.8456423294607366, + "FN": 92145, + "FP": 8273, + "IoU": 0.7325652620870019, + "TN": 851138, + "TP": 275068, + "n_pred": 283341, + "n_ref": 367213 + }, + "7": { + "Dice": 0.0016464249059185768, + "FN": 65, + "FP": 93317, + "IoU": 0.0008238906900352026, + "TN": 1133165, + "TP": 77, + "n_pred": 93394, + "n_ref": 142 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 700806, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "10": { + "Dice": 0.6805150214592275, + "FN": 1268, + "FP": 9898, + "IoU": 0.5157429091855321, + "TN": 677870, + "TP": 11892, + "n_pred": 21790, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 698961, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5862815103321433, + "FN": 8867, + "FP": 6429, + "IoU": 0.41470880844876407, + "TN": 674794, + "TP": 10838, + "n_pred": 17267, + "n_ref": 19705 + }, + "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": 688, + "IoU": 0.0, + "TN": 700240, + "TP": 0, + "n_pred": 688, + "n_ref": 0 + }, + "2": { + "Dice": 0.5650195268372978, + "FN": 734, + "FP": 12743, + "IoU": 0.39374718848403056, + "TN": 678698, + "TP": 8753, + "n_pred": 21496, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.13783691572842033, + "FN": 282, + "FP": 2245, + "IoU": 0.07401978746793697, + "TN": 698199, + "TP": 202, + "n_pred": 2447, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8872655881490547, + "FN": 6085, + "FP": 2758, + "IoU": 0.7973740891801475, + "TN": 657286, + "TP": 34799, + "n_pred": 37557, + "n_ref": 40884 + }, + "7": { + "Dice": 0.49069247952345496, + "FN": 75, + "FP": 2661, + "IoU": 0.32511100148001976, + "TN": 696874, + "TP": 1318, + "n_pred": 3979, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7920220709205498, + "FN": 3846, + "FP": 4371, + "IoU": 0.6556593890122784, + "TN": 677065, + "TP": 15646, + "n_pred": 20017, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8866571018651362, + "FN": 71, + "FP": 8, + "IoU": 0.7963917525773195, + "TN": 174844, + "TP": 309, + "n_pred": 317, + "n_ref": 380 + }, + "10": { + "Dice": 0.4115393823318171, + "FN": 3498, + "FP": 1418, + "IoU": 0.2590806330067822, + "TN": 168597, + "TP": 1719, + "n_pred": 3137, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 295, + "IoU": 0.0, + "TN": 174937, + "TP": 0, + "n_pred": 295, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 56791, + "IoU": 0.0, + "TN": 118441, + "TP": 0, + "n_pred": 56791, + "n_ref": 0 + }, + "3": { + "Dice": 0.05384129713464354, + "FN": 70408, + "FP": 25, + "IoU": 0.027665419606002457, + "TN": 102795, + "TP": 2004, + "n_pred": 2029, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.2155271832300961, + "FN": 2797.6242424242423, + "FP": 3284.8909090909087, + "IoU": 0.16831065548696503, + "TN": 324160.1727272728, + "TP": 4291.130303030303, + "n_pred": 7576.021212121213, + "n_ref": 7088.754545454545 + }, + "mean": { + "1": { + "Dice": 0.3152564294465223, + "FN": 5163.181818181818, + "FP": 700.3181818181819, + "IoU": 0.2640963066910119, + "TN": 318959.6818181818, + "TP": 9710.636363636364, + "n_pred": 10410.954545454546, + "n_ref": 14873.818181818182 + }, + "10": { + "Dice": 0.365477463525248, + "FN": 2581.5454545454545, + "FP": 2597.590909090909, + "IoU": 0.27624832102556846, + "TN": 326741.3181818182, + "TP": 2613.3636363636365, + "n_pred": 5210.954545454545, + "n_ref": 5194.909090909091 + }, + "11": { + "Dice": 0.0, + "FN": 123.77272727272727, + "FP": 0.0, + "IoU": 0.0, + "TN": 334410.04545454547, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 123.77272727272727 + }, + "12": { + "Dice": 0.0, + "FN": 277.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 334256.8181818182, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 277.0 + }, + "13": { + "Dice": 0.10260675958374889, + "FN": 2047.590909090909, + "FP": 1295.1363636363637, + "IoU": 0.059443541417032, + "TN": 330698.0, + "TP": 493.09090909090907, + "n_pred": 1788.2272727272727, + "n_ref": 2540.681818181818 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 11403.181818181818, + "IoU": 0.0, + "TN": 323130.63636363635, + "TP": 0.0, + "n_pred": 11403.181818181818, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.06667790609457978, + "FN": 219.1818181818182, + "FP": 2666.2727272727275, + "IoU": 0.035720736994219654, + "TN": 331432.63636363635, + "TP": 215.72727272727272, + "n_pred": 2882.0, + "n_ref": 434.90909090909093 + }, + "2": { + "Dice": 0.21550371687231518, + "FN": 3606.409090909091, + "FP": 2129.818181818182, + "IoU": 0.19428845612532067, + "TN": 317393.6818181818, + "TP": 11403.90909090909, + "n_pred": 13533.727272727272, + "n_ref": 15010.318181818182 + }, + "3": { + "Dice": 0.2782967481603773, + "FN": 1369.590909090909, + "FP": 2733.7272727272725, + "IoU": 0.2188521038601087, + "TN": 328670.63636363635, + "TP": 1759.8636363636363, + "n_pred": 4493.590909090909, + "n_ref": 3129.4545454545455 + }, + "4": { + "Dice": 0.0, + "FN": 1514.0, + "FP": 4.681818181818182, + "IoU": 0.0, + "TN": 333015.13636363635, + "TP": 0.0, + "n_pred": 4.681818181818182, + "n_ref": 1514.0 + }, + "5": { + "Dice": 0.12099329253934031, + "FN": 233.0909090909091, + "FP": 24.863636363636363, + "IoU": 0.07688337099509368, + "TN": 334242.95454545453, + "TP": 32.90909090909091, + "n_pred": 57.77272727272727, + "n_ref": 266.0 + }, + "6": { + "Dice": 0.4833117626061461, + "FN": 11746.90909090909, + "FP": 19699.454545454544, + "IoU": 0.41925920085018575, + "TN": 275647.7272727273, + "TP": 27439.727272727272, + "n_pred": 47139.181818181816, + "n_ref": 39186.63636363636 + }, + "7": { + "Dice": 0.3527014159297819, + "FN": 10464.09090909091, + "FP": 5408.954545454545, + "IoU": 0.25887157792980736, + "TN": 310183.4090909091, + "TP": 8477.363636363636, + "n_pred": 13886.318181818182, + "n_ref": 18941.454545454544 + }, + "8": { + "Dice": 0.6020657885903498, + "FN": 1753.590909090909, + "FP": 59.90909090909091, + "IoU": 0.4718723228596822, + "TN": 331532.7727272727, + "TP": 1187.5454545454545, + "n_pred": 1247.4545454545455, + "n_ref": 2941.1363636363635 + }, + "9": { + "Dice": 0.33001646510303206, + "FN": 864.4090909090909, + "FP": 549.4545454545455, + "IoU": 0.24912389355644463, + "TN": 332087.13636363635, + "TP": 1032.8181818181818, + "n_pred": 1582.2727272727273, + "n_ref": 1897.2272727272727 + } + }, + "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": 0.7734518786986437, + "FN": 3091, + "FP": 4910, + "IoU": 0.6305923634516829, + "TN": 328805, + "TP": 13658, + "n_pred": 18568, + "n_ref": 16749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2144320906910835, + "FN": 4210, + "FP": 13807, + "IoU": 0.1200918148075796, + "TN": 329988, + "TP": 2459, + "n_pred": 16266, + "n_ref": 6669 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1274, + "IoU": 0.0, + "TN": 349190, + "TP": 0, + "n_pred": 1274, + "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": 15, + "FP": 0, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6012219959266802, + "FN": 168, + "FP": 811, + "IoU": 0.42981945253348863, + "TN": 348747, + "TP": 738, + "n_pred": 1549, + "n_ref": 906 + }, + "7": { + "Dice": 0.3913078132585556, + "FN": 83939, + "FP": 66, + "IoU": 0.2432459214283784, + "TN": 239457, + "TP": 27002, + "n_pred": 27068, + "n_ref": 110941 + }, + "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": 340, + "IoU": 0.0, + "TN": 350124, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1794, + "FP": 0, + "IoU": 0.0, + "TN": 173438, + "TP": 0, + "n_pred": 0, + "n_ref": 1794 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 175002, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8893026319122527, + "FN": 25342, + "FP": 878, + "IoU": 0.8006705133760577, + "TN": 394155, + "TP": 105321, + "n_pred": 106199, + "n_ref": 130663 + }, + "10": { + "Dice": 0.4773901223380154, + "FN": 5760, + "FP": 7, + "IoU": 0.3135341030829663, + "TN": 517295, + "TP": 2634, + "n_pred": 2641, + "n_ref": 8394 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 565, + "FP": 687, + "IoU": 0.0, + "TN": 524444, + "TP": 0, + "n_pred": 687, + "n_ref": 565 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "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": 2633, + "FP": 755, + "IoU": 0.0, + "TN": 522308, + "TP": 0, + "n_pred": 755, + "n_ref": 2633 + }, + "3": { + "Dice": 0.6533178114086147, + "FN": 446, + "FP": 2532, + "IoU": 0.4851313969571231, + "TN": 519912, + "TP": 2806, + "n_pred": 5338, + "n_ref": 3252 + }, + "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": 0.8278973506688982, + "FN": 33229, + "FP": 10678, + "IoU": 0.7063351926909854, + "TN": 376182, + "TP": 105607, + "n_pred": 116285, + "n_ref": 138836 + }, + "7": { + "Dice": 0.6351416226596256, + "FN": 330, + "FP": 1190, + "IoU": 0.46535349982412944, + "TN": 522853, + "TP": 1323, + "n_pred": 2513, + "n_ref": 1653 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7713059472716125, + "FN": 310, + "FP": 63, + "IoU": 0.627744510978044, + "TN": 524694, + "TP": 629, + "n_pred": 692, + "n_ref": 939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0083.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": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "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": 0.9409558892981958, + "FN": 8131, + "FP": 4371, + "IoU": 0.8884954647211495, + "TN": 238343, + "TP": 99619, + "n_pred": 103990, + "n_ref": 107750 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1026, + "IoU": 0.0, + "TN": 349438, + "TP": 0, + "n_pred": 1026, + "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": 0.9225385173488114, + "FN": 1643, + "FP": 172, + "IoU": 0.8562148459161848, + "TN": 337841, + "TP": 10808, + "n_pred": 10980, + "n_ref": 12451 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 350066, + "TP": 0, + "n_pred": 398, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557197807190235, + "FN": 2977, + "FP": 2871, + "IoU": 0.9151947562284289, + "TN": 106274, + "TP": 63110, + "n_pred": 65981, + "n_ref": 66087 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 175085, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 558, + "IoU": 0.0, + "TN": 174674, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "7": { + "Dice": 0.9057639768108217, + "FN": 6765, + "FP": 306, + "IoU": 0.82775923805812, + "TN": 134179, + "TP": 33982, + "n_pred": 34288, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 4037, + "IoU": 0.0, + "TN": 171195, + "TP": 0, + "n_pred": 4037, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.027712264150943397, + "FN": 2486, + "FP": 812, + "IoU": 0.014050822122571001, + "TN": 171887, + "TP": 47, + "n_pred": 859, + "n_ref": 2533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1495, + "IoU": 0.0, + "TN": 173737, + "TP": 0, + "n_pred": 1495, + "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": 27966, + "FP": 103, + "IoU": 0.0, + "TN": 147163, + "TP": 0, + "n_pred": 103, + "n_ref": 27966 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605919849780106, + "FN": 1131, + "FP": 2059, + "IoU": 0.9241721933014809, + "TN": 133163, + "TP": 38879, + "n_pred": 40938, + "n_ref": 40010 + }, + "7": { + "Dice": 0.45463197969543145, + "FN": 9812, + "FP": 31444, + "IoU": 0.29419010470129336, + "TN": 116780, + "TP": 17196, + "n_pred": 48640, + "n_ref": 27008 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 99649, + "IoU": 0.0, + "TN": 75583, + "TP": 0, + "n_pred": 99649, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 59616, + "IoU": 0.0, + "TN": 115616, + "TP": 0, + "n_pred": 59616, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 175114, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.9756141472152958, + "FN": 8022, + "FP": 105, + "IoU": 0.9523893214291991, + "TN": 4535, + "TP": 162570, + "n_pred": 162675, + "n_ref": 170592 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.6835384411803626, + "FN": 2945, + "FP": 6621, + "IoU": 0.519224003618636, + "TN": 155335, + "TP": 10331, + "n_pred": 16952, + "n_ref": 13276 + }, + "11": { + "Dice": 0.0, + "FN": 553, + "FP": 0, + "IoU": 0.0, + "TN": 174679, + "TP": 0, + "n_pred": 0, + "n_ref": 553 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3666116611661166, + "FN": 3245, + "FP": 1361, + "IoU": 0.2244485603636976, + "TN": 169293, + "TP": 1333, + "n_pred": 2694, + "n_ref": 4578 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 175112, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.44978018261751773, + "FN": 1627, + "FP": 0, + "IoU": 0.2901396160558464, + "TN": 172940, + "TP": 665, + "n_pred": 665, + "n_ref": 2292 + }, + "6": { + "Dice": 0.9103803606607062, + "FN": 4032, + "FP": 7796, + "IoU": 0.8355028927458834, + "TN": 103328, + "TP": 60076, + "n_pred": 67872, + "n_ref": 64108 + }, + "7": { + "Dice": 0.04655737704918033, + "FN": 62, + "FP": 2846, + "IoU": 0.023833501174890904, + "TN": 172253, + "TP": 71, + "n_pred": 2917, + "n_ref": 133 + }, + "8": { + "Dice": 0.2803738317757009, + "FN": 2073, + "FP": 6, + "IoU": 0.16304347826086957, + "TN": 172748, + "TP": 405, + "n_pred": 411, + "n_ref": 2478 + }, + "9": { + "Dice": 0.6545844504021447, + "FN": 9545, + "FP": 118, + "IoU": 0.4865295711780647, + "TN": 156413, + "TP": 9156, + "n_pred": 9274, + "n_ref": 18701 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 26415, + "IoU": 0.0, + "TN": 148817, + "TP": 0, + "n_pred": 26415, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08692759729460028, + "FN": 155946, + "FP": 519, + "IoU": 0.0454387388431668, + "TN": 11319, + "TP": 7448, + "n_pred": 7967, + "n_ref": 163394 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37293, + "IoU": 0.0, + "TN": 137939, + "TP": 0, + "n_pred": 37293, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1974, + "IoU": 0.0, + "TN": 523722, + "TP": 0, + "n_pred": 1974, + "n_ref": 0 + }, + "10": { + "Dice": 0.7470051850527445, + "FN": 5054, + "FP": 6266, + "IoU": 0.596175799086758, + "TN": 497664, + "TP": 16712, + "n_pred": 22978, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11711861587090334, + "FN": 15532, + "FP": 389, + "IoU": 0.06220180243859339, + "TN": 508719, + "TP": 1056, + "n_pred": 1445, + "n_ref": 16588 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8541459227467811, + "FN": 22301, + "FP": 3187, + "IoU": 0.7454229466934348, + "TN": 425577, + "TP": 74631, + "n_pred": 77818, + "n_ref": 96932 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18843, + "IoU": 0.0, + "TN": 506853, + "TP": 0, + "n_pred": 18843, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 299, + "FP": 0, + "IoU": 0.0, + "TN": 525397, + "TP": 0, + "n_pred": 0, + "n_ref": 299 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.675040471785384, + "FN": 5718, + "FP": 16764, + "IoU": 0.509480068945956, + "TN": 479863, + "TP": 23351, + "n_pred": 40115, + "n_ref": 29069 + }, + "7": { + "Dice": 0.7600950118764845, + "FN": 181, + "FP": 21, + "IoU": 0.6130268199233716, + "TN": 525174, + "TP": 320, + "n_pred": 341, + "n_ref": 501 + }, + "8": { + "Dice": 0.8475573866980577, + "FN": 300, + "FP": 995, + "IoU": 0.7354443309499489, + "TN": 520801, + "TP": 3600, + "n_pred": 4595, + "n_ref": 3900 + }, + "9": { + "Dice": 0.67564845127172, + "FN": 717, + "FP": 4435, + "IoU": 0.5101730366989922, + "TN": 515178, + "TP": 5366, + "n_pred": 9801, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.8340117593848937, + "FN": 257, + "FP": 844, + "IoU": 0.7152831652443755, + "TN": 171365, + "TP": 2766, + "n_pred": 3610, + "n_ref": 3023 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008717310087173101, + "FN": 4775, + "FP": 1, + "IoU": 0.004377736085053158, + "TN": 170435, + "TP": 21, + "n_pred": 22, + "n_ref": 4796 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1273, + "IoU": 0.0, + "TN": 173959, + "TP": 0, + "n_pred": 1273, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4380165289256198, + "FN": 443, + "FP": 373, + "IoU": 0.2804232804232804, + "TN": 174098, + "TP": 318, + "n_pred": 691, + "n_ref": 761 + }, + "7": { + "Dice": 0.5120716634251722, + "FN": 76818, + "FP": 201, + "IoU": 0.344150757020965, + "TN": 57798, + "TP": 40415, + "n_pred": 40616, + "n_ref": 117233 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5277386523694853, + "FN": 61580, + "FP": 784, + "IoU": 0.35845446409283094, + "TN": 253255, + "TP": 34845, + "n_pred": 35629, + "n_ref": 96425 + }, + "10": { + "Dice": 0.464818763326226, + "FN": 2030, + "FP": 480, + "IoU": 0.30277777777777776, + "TN": 346864, + "TP": 1090, + "n_pred": 1570, + "n_ref": 3120 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07547169811320754, + "FN": 1, + "FP": 146, + "IoU": 0.0392156862745098, + "TN": 350311, + "TP": 6, + "n_pred": 152, + "n_ref": 7 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9155209409520783, + "FN": 11399, + "FP": 2420, + "IoU": 0.8442034295764327, + "TN": 261765, + "TP": 74880, + "n_pred": 77300, + "n_ref": 86279 + }, + "3": { + "Dice": 0.8567773048249391, + "FN": 4770, + "FP": 1051, + "IoU": 0.7494404269972452, + "TN": 327232, + "TP": 17411, + "n_pred": 18462, + "n_ref": 22181 + }, + "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": 0.8666092246058222, + "FN": 6271, + "FP": 11842, + "IoU": 0.7646164442307443, + "TN": 273513, + "TP": 58838, + "n_pred": 70680, + "n_ref": 65109 + }, + "7": { + "Dice": 0.5801260560547137, + "FN": 9752, + "FP": 2772, + "IoU": 0.4085757461276917, + "TN": 329288, + "TP": 8652, + "n_pred": 11424, + "n_ref": 18404 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8108, + "IoU": 0.0, + "TN": 167124, + "TP": 0, + "n_pred": 8108, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.034192987539843525, + "FN": 2865, + "FP": 468, + "IoU": 0.0173938679245283, + "TN": 171840, + "TP": 59, + "n_pred": 527, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5622, + "IoU": 0.0, + "TN": 169610, + "TP": 0, + "n_pred": 5622, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1159, + "IoU": 0.0, + "TN": 174073, + "TP": 0, + "n_pred": 1159, + "n_ref": 0 + }, + "8": { + "Dice": 0.383531337802261, + "FN": 27865, + "FP": 0, + "IoU": 0.2372649385487094, + "TN": 138699, + "TP": 8668, + "n_pred": 8668, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2189, + "IoU": 0.0, + "TN": 173043, + "TP": 0, + "n_pred": 2189, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3330654956554237, + "FN": 13822, + "FP": 21869, + "IoU": 0.19980718785731902, + "TN": 481093, + "TP": 8912, + "n_pred": 30781, + "n_ref": 22734 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 519602, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 525588, + "TP": 0, + "n_pred": 108, + "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": 27020, + "IoU": 0.0, + "TN": 498676, + "TP": 0, + "n_pred": 27020, + "n_ref": 0 + }, + "3": { + "Dice": 0.25137920266472363, + "FN": 14252, + "FP": 132, + "IoU": 0.1437585570569677, + "TN": 508897, + "TP": 2415, + "n_pred": 2547, + "n_ref": 16667 + }, + "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": 0.7885530230778456, + "FN": 27320, + "FP": 9705, + "IoU": 0.6509183134711117, + "TN": 419632, + "TP": 69039, + "n_pred": 78744, + "n_ref": 96359 + }, + "7": { + "Dice": 0.5822180013119633, + "FN": 6893, + "FP": 35778, + "IoU": 0.4106541075078725, + "TN": 453292, + "TP": 29733, + "n_pred": 65511, + "n_ref": 36626 + }, + "8": { + "Dice": 0.8596936080295827, + "FN": 2584, + "FP": 72, + "IoU": 0.7539145742610952, + "TN": 514903, + "TP": 8137, + "n_pred": 8209, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 525434, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 46, + "FP": 514, + "IoU": 0.0, + "TN": 1401296, + "TP": 0, + "n_pred": 514, + "n_ref": 46 + }, + "10": { + "Dice": 0.07244791666666667, + "FN": 23835, + "FP": 11783, + "IoU": 0.03758545218730579, + "TN": 1364847, + "TP": 1391, + "n_pred": 13174, + "n_ref": 25226 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 1399832, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3186107153418103, + "FN": 14233, + "FP": 11114, + "IoU": 0.18949253349534742, + "TN": 1370583, + "TP": 5926, + "n_pred": 17040, + "n_ref": 20159 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 124775, + "IoU": 0.0, + "TN": 1277081, + "TP": 0, + "n_pred": 124775, + "n_ref": 0 + }, + "15": { + "Dice": 0.13335581218915957, + "FN": 3028, + "FP": 58658, + "IoU": 0.07144147398843931, + "TN": 1335424, + "TP": 4746, + "n_pred": 63404, + "n_ref": 7774 + }, + "2": { + "Dice": 0.09092556634304207, + "FN": 34877, + "FP": 236, + "IoU": 0.047628088638151295, + "TN": 1364987, + "TP": 1756, + "n_pred": 1992, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35949, + "IoU": 0.0, + "TN": 1365907, + "TP": 0, + "n_pred": 35949, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 5028, + "FP": 0, + "IoU": 0.0, + "TN": 1396828, + "TP": 0, + "n_pred": 0, + "n_ref": 5028 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1401777, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "6": { + "Dice": 0.1736168968029899, + "FN": 11943, + "FP": 304470, + "IoU": 0.09506050318746408, + "TN": 1052205, + "TP": 33238, + "n_pred": 337708, + "n_ref": 45181 + }, + "7": { + "Dice": 0.5789664667335482, + "FN": 34230, + "FP": 5220, + "IoU": 0.4074263225883979, + "TN": 1335282, + "TP": 27124, + "n_pred": 32344, + "n_ref": 61354 + }, + "8": { + "Dice": 0.6391727786461464, + "FN": 5757, + "FP": 245, + "IoU": 0.4696942922777876, + "TN": 1390538, + "TP": 5316, + "n_pred": 5561, + "n_ref": 11073 + }, + "9": { + "Dice": 0.5385928718787792, + "FN": 8445, + "FP": 4527, + "IoU": 0.3685440295964562, + "TN": 1381313, + "TP": 7571, + "n_pred": 12098, + "n_ref": 16016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46454680001793963, + "FN": 23645, + "FP": 233, + "IoU": 0.30254702652178994, + "TN": 316228, + "TP": 10358, + "n_pred": 10591, + "n_ref": 34003 + }, + "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": 4589, + "IoU": 0.0, + "TN": 345875, + "TP": 0, + "n_pred": 4589, + "n_ref": 0 + }, + "3": { + "Dice": 0.7431964145451185, + "FN": 10663, + "FP": 453, + "IoU": 0.5913385537296423, + "TN": 323263, + "TP": 16085, + "n_pred": 16538, + "n_ref": 26748 + }, + "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": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/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": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 175097, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1766, + "FP": 0, + "IoU": 0.0, + "TN": 173466, + "TP": 0, + "n_pred": 0, + "n_ref": 1766 + }, + "7": { + "Dice": 0.0379746835443038, + "FN": 152, + "FP": 0, + "IoU": 0.01935483870967742, + "TN": 175077, + "TP": 3, + "n_pred": 3, + "n_ref": 155 + }, + "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": 154, + "IoU": 0.0, + "TN": 175078, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__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": 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": 636, + "FP": 0, + "IoU": 0.0, + "TN": 525060, + "TP": 0, + "n_pred": 0, + "n_ref": 636 + }, + "6": { + "Dice": 0.9559153902261123, + "FN": 800, + "FP": 2222, + "IoU": 0.9155535684345834, + "TN": 489910, + "TP": 32764, + "n_pred": 34986, + "n_ref": 33564 + }, + "7": { + "Dice": 0.5110694183864916, + "FN": 1276, + "FP": 27, + "IoU": 0.3432459677419355, + "TN": 523712, + "TP": 681, + "n_pred": 708, + "n_ref": 1957 + }, + "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_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2733754/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset031_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-softrank_bald__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2499.039578392622, + "FP": 2406.508458498024, + "IoU": NaN, + "TN": 306703.42584980244, + "TP": 4293.457733860343, + "n_pred": 6699.966192358367, + "n_ref": 6792.497312252965 + }, + "mean": { + "1": { + "Dice": 0.3061131889556481, + "FN": 2250.2581027667984, + "FP": 1189.899604743083, + "IoU": 0.2632398800343124, + "TN": 306049.73122529645, + "TP": 6412.542687747036, + "n_pred": 7602.442292490118, + "n_ref": 8662.800790513833 + }, + "10": { + "Dice": 0.2838245166291505, + "FN": 1935.0442687747036, + "FP": 2692.7656126482216, + "IoU": 0.20827007720491228, + "TN": 309288.51185770746, + "TP": 1986.109881422925, + "n_pred": 4678.875494071146, + "n_ref": 3921.154150197629 + }, + "11": { + "Dice": NaN, + "FN": 139.02727272727273, + "FP": 0.0, + "IoU": NaN, + "TN": 315763.4043478261, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 139.02727272727273 + }, + "12": { + "Dice": 0.0, + "FN": 127.88853754940712, + "FP": 0.0, + "IoU": 0.0, + "TN": 315774.54308300395, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 127.88853754940712 + }, + "13": { + "Dice": 0.09961470083206085, + "FN": 1852.9996047430832, + "FP": 944.1351778656128, + "IoU": 0.06147372628099703, + "TN": 312756.23201581027, + "TP": 349.0648221343873, + "n_pred": 1293.2, + "n_ref": 2202.0644268774704 + }, + "14": { + "Dice": 0.199421341199965, + "FN": 4301.079841897233, + "FP": 3510.206324110672, + "IoU": 0.1653756096936224, + "TN": 305900.41818181815, + "TP": 2190.727272727273, + "n_pred": 5700.933596837944, + "n_ref": 6491.8071146245065 + }, + "15": { + "Dice": 0.020814288322812548, + "FN": 1051.7897233201581, + "FP": 727.6225296442688, + "IoU": 0.011028798939552395, + "TN": 314061.80395256914, + "TP": 61.21541501976285, + "n_pred": 788.8379446640316, + "n_ref": 1113.005138339921 + }, + "2": { + "Dice": 0.304347838244336, + "FN": 1827.190513833992, + "FP": 3423.4098814229246, + "IoU": 0.2659325075575545, + "TN": 304496.16640316206, + "TP": 6155.664822134388, + "n_pred": 9579.074703557311, + "n_ref": 7982.855335968379 + }, + "3": { + "Dice": 0.17774316069563387, + "FN": 3951.25652173913, + "FP": 1708.2683794466404, + "IoU": 0.13842088091192756, + "TN": 308373.7, + "TP": 1869.2067193675891, + "n_pred": 3577.4750988142296, + "n_ref": 5820.46324110672 + }, + "4": { + "Dice": 0.010773990605635872, + "FN": 751.894861660079, + "FP": 212.4316205533597, + "IoU": 0.005872656571677873, + "TN": 314924.48695652175, + "TP": 13.618181818181819, + "n_pred": 226.0498023715415, + "n_ref": 765.5130434782609 + }, + "5": { + "Dice": 0.029347030302513493, + "FN": 515.3272727272727, + "FP": 50.0802371541502, + "IoU": 0.01811662176811015, + "TN": 315322.933201581, + "TP": 14.09090909090909, + "n_pred": 64.17114624505928, + "n_ref": 529.4181818181818 + }, + "6": { + "Dice": 0.4924160620523438, + "FN": 9034.54584980237, + "FP": 13405.068774703559, + "IoU": 0.4197930997884288, + "TN": 264540.9134387352, + "TP": 28921.90355731225, + "n_pred": 42326.97233201581, + "n_ref": 37956.449407114626 + }, + "7": { + "Dice": 0.34187417829008676, + "FN": 7874.594466403161, + "FP": 7334.358893280632, + "IoU": 0.27109874764719544, + "TN": 286588.99723320163, + "TP": 14104.481027667984, + "n_pred": 21438.839920948616, + "n_ref": 21979.075494071145 + }, + "8": { + "Dice": 0.41026245729011757, + "FN": 1052.3395256916997, + "FP": 250.92845849802376, + "IoU": 0.33732709346890893, + "TN": 313219.64703557314, + "TP": 1379.5166007905136, + "n_pred": 1630.4450592885375, + "n_ref": 2431.8561264822138 + }, + "9": { + "Dice": 0.30454652832198786, + "FN": 820.3573122529644, + "FP": 648.4513833992095, + "IoU": 0.22484210866882584, + "TN": 313489.8988142292, + "TP": 943.7241106719368, + "n_pred": 1592.1754940711462, + "n_ref": 1764.0814229249013 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_000/summary.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1bfdd5be7c99f2f36c2b7cb4933bad2015f13c5f --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.550868299895669, + "FN": 43364.35333333335, + "FP": 36525.488, + "IoU": 0.4481538485860842, + "TN": 96233844.82133333, + "TP": 143226.17733333335, + "n_pred": 179751.66533333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8098511481047658, + "FN": 36947.56, + "FP": 31379.64, + "IoU": 0.7098618800833892, + "TN": 96231293.06, + "TP": 157340.58, + "n_pred": 188720.22, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5716030113055748, + "FN": 29607.28, + "FP": 26988.22, + "IoU": 0.4289080829795727, + "TN": 96355750.06, + "TP": 44615.28, + "n_pred": 71603.5, + "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": 0.06383542404126681, + "FN": 4078.74, + "FP": 7.48, + "IoU": 0.036614706715596926, + "TN": 96452716.7, + "TP": 157.92, + "n_pred": 165.4, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4410702690704136, + "FN": 36146.8, + "FP": 14732.68, + "IoU": 0.29843400707087225, + "TN": 96384370.02, + "TP": 21711.34, + "n_pred": 36444.02, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6635117247264712, + "FN": 38312.44, + "FP": 60802.08, + "IoU": 0.5576963235341506, + "TN": 96257800.62, + "TP": 100045.7, + "n_pred": 160847.78, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4297042686356649, + "FN": 23607.4, + "FP": 40583.0, + "IoU": 0.3164445640083608, + "TN": 96362330.8, + "TP": 30439.64, + "n_pred": 71022.64, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6897984315979943, + "FN": 60965.6, + "FP": 16932.2, + "IoU": 0.5624055753536598, + "TN": 96283186.94, + "TP": 95876.1, + "n_pred": 112808.3, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7821180951251087, + "FN": 22240.14, + "FP": 60518.72, + "IoU": 0.6526687788825519, + "TN": 96233039.54, + "TP": 141162.44, + "n_pred": 201681.16, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6144491413701804, + "FN": 8889.38, + "FP": 7159.62, + "IoU": 0.5042465069499733, + "TN": 96423223.72, + "TP": 17688.12, + "n_pred": 24847.74, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.17673927408773302, + "FN": 15291.78, + "FP": 422.12, + "IoU": 0.10855506567366587, + "TN": 96439386.56, + "TP": 1860.38, + "n_pred": 2282.5, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8856726775747308, + "FN": 125054.12, + "FP": 205498.4, + "IoU": 0.8052063153040254, + "TN": 94892238.82, + "TP": 1234169.5, + "n_pred": 1439667.9, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5583891066224485, + "FN": 183781.94, + "FP": 57708.86, + "IoU": 0.4124553988996204, + "TN": 96060327.32, + "TP": 155142.72, + "n_pred": 212851.58, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.817634901032373, + "FN": 39515.28, + "FP": 14783.34, + "IoU": 0.7053463877559216, + "TN": 96309808.32, + "TP": 92853.9, + "n_pred": 107637.24, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7586470251403092, + "FN": 22326.46, + "FP": 10365.96, + "IoU": 0.6234641355799012, + "TN": 96368939.38, + "TP": 55329.04, + "n_pred": 65695.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7572217045373092, + "FN": 8178, + "FP": 46014, + "IoU": 0.6092974968277771, + "TN": 119454616, + "TP": 84512, + "n_pred": 130526, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6414754420205333, + "FN": 19789, + "FP": 42301, + "IoU": 0.47218538542623006, + "TN": 119475684, + "TP": 55546, + "n_pred": 97847, + "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": 0.33327127164401416, + "FN": 3570, + "FP": 11, + "IoU": 0.19995531724754245, + "TN": 119588844, + "TP": 895, + "n_pred": 906, + "n_ref": 4465 + }, + "13": { + "Dice": 0.33753267021416616, + "FN": 34806, + "FP": 35658, + "IoU": 0.2030311598710626, + "TN": 119504905, + "TP": 17951, + "n_pred": 53609, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3860140302091892, + "FN": 186406, + "FP": 7896, + "IoU": 0.23916814485024337, + "TN": 119337939, + "TP": 61079, + "n_pred": 68975, + "n_ref": 247485 + }, + "15": { + "Dice": 0.031358962647743606, + "FN": 30048, + "FP": 143856, + "IoU": 0.01592924360142373, + "TN": 119416601, + "TP": 2815, + "n_pred": 146671, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8874653183215675, + "FN": 16532, + "FP": 14983, + "IoU": 0.7976967666146706, + "TN": 119437539, + "TP": 124266, + "n_pred": 139249, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8932741297833586, + "FN": 10745, + "FP": 27400, + "IoU": 0.8071322391772594, + "TN": 119395542, + "TP": 159633, + "n_pred": 187033, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7766360695730046, + "FN": 27404, + "FP": 1529, + "IoU": 0.634836494894804, + "TN": 119514087, + "TP": 50300, + "n_pred": 51829, + "n_ref": 77704 + }, + "5": { + "Dice": 0.008988143626240471, + "FN": 63971, + "FP": 640, + "IoU": 0.004514359669665968, + "TN": 119528416, + "TP": 293, + "n_pred": 933, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9420777183768437, + "FN": 60569, + "FP": 77322, + "IoU": 0.8904980401125744, + "TN": 118334064, + "TP": 1121365, + "n_pred": 1198687, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 73567, + "IoU": 0.0, + "TN": 119519753, + "TP": 0, + "n_pred": 73567, + "n_ref": 0 + }, + "8": { + "Dice": 0.6030075282073104, + "FN": 141964, + "FP": 48353, + "IoU": 0.4316469418289001, + "TN": 119258463, + "TP": 144540, + "n_pred": 192893, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7539000076097709, + "FN": 26999, + "FP": 5341, + "IoU": 0.6050076335877863, + "TN": 119511445, + "TP": 49535, + "n_pred": 54876, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.897832326056683, + "FN": 24481, + "FP": 12862, + "IoU": 0.8146059327293037, + "TN": 72624235, + "TP": 164082, + "n_pred": 176944, + "n_ref": 188563 + }, + "10": { + "Dice": 0.531734567793808, + "FN": 22620, + "FP": 58101, + "IoU": 0.3621515266451735, + "TN": 72699108, + "TP": 45831, + "n_pred": 103932, + "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": 0.08374223094537128, + "FN": 2746, + "FP": 55, + "IoU": 0.043700921816319564, + "TN": 72822731, + "TP": 128, + "n_pred": 183, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5475175111032548, + "FN": 25404, + "FP": 15552, + "IoU": 0.37695291701528866, + "TN": 72759925, + "TP": 24779, + "n_pred": 40331, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7963865115012069, + "FN": 14032, + "FP": 18109, + "IoU": 0.6616629998842068, + "TN": 72730663, + "TP": 62856, + "n_pred": 80965, + "n_ref": 76888 + }, + "15": { + "Dice": 0.35000540521062307, + "FN": 23055, + "FP": 49097, + "IoU": 0.21212518290419097, + "TN": 72734082, + "TP": 19426, + "n_pred": 68523, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8956837200758767, + "FN": 9063, + "FP": 20468, + "IoU": 0.811075356180947, + "TN": 72669349, + "TP": 126780, + "n_pred": 147248, + "n_ref": 135843 + }, + "3": { + "Dice": 0.88596901295579, + "FN": 21015, + "FP": 6305, + "IoU": 0.7952821988430298, + "TN": 72692208, + "TP": 106132, + "n_pred": 112437, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7880701632631817, + "FN": 4299, + "FP": 7916, + "IoU": 0.6502605508790014, + "TN": 72790734, + "TP": 22711, + "n_pred": 30627, + "n_ref": 27010 + }, + "5": { + "Dice": 0.17569422447471228, + "FN": 7807, + "FP": 0, + "IoU": 0.09630744299108693, + "TN": 72817021, + "TP": 832, + "n_pred": 832, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9191097144825952, + "FN": 79379, + "FP": 119242, + "IoU": 0.8503265565409648, + "TN": 71498631, + "TP": 1128408, + "n_pred": 1247650, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6944788251400628, + "FN": 101411, + "FP": 19543, + "IoU": 0.5319552363557565, + "TN": 72567236, + "TP": 137470, + "n_pred": 157013, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8559542051400125, + "FN": 4289, + "FP": 13854, + "IoU": 0.7481817677104152, + "TN": 72753612, + "TP": 53905, + "n_pred": 67759, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7605166826692271, + "FN": 27292, + "FP": 4634, + "IoU": 0.61357556978419, + "TN": 72743041, + "TP": 50693, + "n_pred": 55327, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8687239958196123, + "FN": 39763, + "FP": 26811, + "IoU": 0.7679151618256104, + "TN": 71522636, + "TP": 220278, + "n_pred": 247089, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7614428614731736, + "FN": 29662, + "FP": 10475, + "IoU": 0.6147821830641214, + "TN": 71705295, + "TP": 64056, + "n_pred": 74531, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4560280714143844, + "FN": 43237, + "FP": 6061, + "IoU": 0.29536033846945486, + "TN": 71739526, + "TP": 20664, + "n_pred": 26725, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8025018750363877, + "FN": 170682, + "FP": 2323, + "IoU": 0.6701487528932647, + "TN": 71284994, + "TP": 351489, + "n_pred": 353812, + "n_ref": 522171 + }, + "15": { + "Dice": 0.4533700160983961, + "FN": 127436, + "FP": 916, + "IoU": 0.2931341179321397, + "TN": 71627909, + "TP": 53227, + "n_pred": 54143, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6813980284214569, + "FN": 67038, + "FP": 7620, + "IoU": 0.5167579323468873, + "TN": 71654994, + "TP": 79836, + "n_pred": 87456, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7404596942703179, + "FN": 16670, + "FP": 101330, + "IoU": 0.5878809045664891, + "TN": 71523163, + "TP": 168325, + "n_pred": 269655, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7274511407310491, + "FN": 631, + "FP": 9368, + "IoU": 0.571648888317697, + "TN": 71786145, + "TP": 13344, + "n_pred": 22712, + "n_ref": 13975 + }, + "5": { + "Dice": 0.2927021075810003, + "FN": 8482, + "FP": 512, + "IoU": 0.17144173192077383, + "TN": 71798633, + "TP": 1861, + "n_pred": 2373, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9112011503969153, + "FN": 59765, + "FP": 171866, + "IoU": 0.8368865844495412, + "TN": 70389427, + "TP": 1188430, + "n_pred": 1360296, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7698089406323093, + "FN": 74034, + "FP": 22315, + "IoU": 0.6257637256996368, + "TN": 71552033, + "TP": 161106, + "n_pred": 183421, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9239296036916055, + "FN": 7553, + "FP": 4580, + "IoU": 0.8586144613412574, + "TN": 71723673, + "TP": 73682, + "n_pred": 78262, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8400374405990496, + "FN": 18154, + "FP": 8506, + "IoU": 0.7241935817591194, + "TN": 71712826, + "TP": 70002, + "n_pred": 78508, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8785016523138248, + "FN": 26644, + "FP": 25233, + "IoU": 0.7833285301991839, + "TN": 135206083, + "TP": 187550, + "n_pred": 212783, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7415182130829555, + "FN": 22823, + "FP": 20619, + "IoU": 0.5892164835372657, + "TN": 135339756, + "TP": 62312, + "n_pred": 82931, + "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": 0.6402444550904406, + "FN": 15849, + "FP": 11936, + "IoU": 0.4708526157420633, + "TN": 135393001, + "TP": 24724, + "n_pred": 36660, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8969191429209632, + "FN": 8500, + "FP": 22419, + "IoU": 0.8131037150767073, + "TN": 135280076, + "TP": 134515, + "n_pred": 156934, + "n_ref": 143015 + }, + "15": { + "Dice": 0.34962395770886695, + "FN": 25638, + "FP": 69832, + "IoU": 0.21184502728451016, + "TN": 135324379, + "TP": 25661, + "n_pred": 95493, + "n_ref": 51299 + }, + "2": { + "Dice": 0.733687369022671, + "FN": 55494, + "FP": 56336, + "IoU": 0.5793888105312647, + "TN": 135179635, + "TP": 154045, + "n_pred": 210381, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7525452472484975, + "FN": 29840, + "FP": 99733, + "IoU": 0.6032645637756509, + "TN": 135118912, + "TP": 197025, + "n_pred": 296758, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8291155752674145, + "FN": 3472, + "FP": 10283, + "IoU": 0.7081105169340464, + "TN": 135398386, + "TP": 33369, + "n_pred": 43652, + "n_ref": 36841 + }, + "5": { + "Dice": 0.19516491526453258, + "FN": 24831, + "FP": 1669, + "IoU": 0.108134486588362, + "TN": 135415797, + "TP": 3213, + "n_pred": 4882, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9492610467581822, + "FN": 63016, + "FP": 107959, + "IoU": 0.9034223427516908, + "TN": 133675173, + "TP": 1599362, + "n_pred": 1707321, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6355701592002961, + "FN": 61636, + "FP": 95856, + "IoU": 0.46581373420254657, + "TN": 135150684, + "TP": 137334, + "n_pred": 233190, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5826785883324871, + "FN": 154211, + "FP": 39765, + "IoU": 0.41111252785418073, + "TN": 135116116, + "TP": 135418, + "n_pred": 175183, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7562269119637175, + "FN": 36006, + "FP": 3984, + "IoU": 0.6080103511145092, + "TN": 135343492, + "TP": 62028, + "n_pred": 66012, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6929885594004034, + "FN": 98846, + "FP": 40590, + "IoU": 0.5302084877562298, + "TN": 105457201, + "TP": 157368, + "n_pred": 197958, + "n_ref": 256214 + }, + "10": { + "Dice": 0.22841683454179182, + "FN": 44781, + "FP": 61314, + "IoU": 0.12893373508813702, + "TN": 105632206, + "TP": 15704, + "n_pred": 77018, + "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": 0.07365439093484419, + "FN": 4235, + "FP": 16, + "IoU": 0.03823529411764706, + "TN": 105749585, + "TP": 169, + "n_pred": 185, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3371960880276725, + "FN": 60577, + "FP": 19326, + "IoU": 0.20278764417128947, + "TN": 105653777, + "TP": 20325, + "n_pred": 39651, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9380271955682847, + "FN": 17750, + "FP": 5922, + "IoU": 0.8832873983719796, + "TN": 105551182, + "TP": 179151, + "n_pred": 185073, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7626023447201701, + "FN": 9816, + "FP": 1463, + "IoU": 0.6162952883143392, + "TN": 105724610, + "TP": 18116, + "n_pred": 19579, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8079271628986014, + "FN": 42145, + "FP": 10511, + "IoU": 0.677749830172398, + "TN": 105590604, + "TP": 110745, + "n_pred": 121256, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8327049387814919, + "FN": 15205, + "FP": 47580, + "IoU": 0.7133628560993426, + "TN": 105534965, + "TP": 156255, + "n_pred": 203835, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6308334947024814, + "FN": 18050, + "FP": 8640, + "IoU": 0.4607427162888431, + "TN": 105704511, + "TP": 22804, + "n_pred": 31444, + "n_ref": 40854 + }, + "5": { + "Dice": 0.25117591721542804, + "FN": 10496, + "FP": 648, + "IoU": 0.1436256051640667, + "TN": 105740992, + "TP": 1869, + "n_pred": 2517, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8845945217075603, + "FN": 96622, + "FP": 279102, + "IoU": 0.7930699094841949, + "TN": 103938300, + "TP": 1439981, + "n_pred": 1719083, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5535628216490197, + "FN": 125968, + "FP": 103740, + "IoU": 0.3827078216283907, + "TN": 105381883, + "TP": 142414, + "n_pred": 246154, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8944455809045984, + "FN": 5591, + "FP": 14017, + "IoU": 0.8090470857476749, + "TN": 105651320, + "TP": 83077, + "n_pred": 97094, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7803819753174236, + "FN": 19952, + "FP": 10923, + "IoU": 0.639857692756328, + "TN": 105668275, + "TP": 54855, + "n_pred": 65778, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894160465837859, + "FN": 18387, + "FP": 37214, + "IoU": 0.8085806649292346, + "TN": 96847413, + "TP": 234866, + "n_pred": 272080, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8241239666655511, + "FN": 14078, + "FP": 27962, + "IoU": 0.7008595662321399, + "TN": 96997344, + "TP": 98496, + "n_pred": 126458, + "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": 0.022757111597374178, + "FN": 4466, + "FP": 0, + "IoU": 0.011509517485613104, + "TN": 97133362, + "TP": 52, + "n_pred": 52, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6944227046175392, + "FN": 16180, + "FP": 13494, + "IoU": 0.5318893849284598, + "TN": 97074489, + "TP": 33717, + "n_pred": 47211, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8988230797407272, + "FN": 38713, + "FP": 12111, + "IoU": 0.8162385745690154, + "TN": 96861304, + "TP": 225752, + "n_pred": 237863, + "n_ref": 264465 + }, + "15": { + "Dice": 0.14480870932983242, + "FN": 16526, + "FP": 52523, + "IoU": 0.07805594498965218, + "TN": 97062985, + "TP": 5846, + "n_pred": 58369, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4947096041444559, + "FN": 91832, + "FP": 2485, + "IoU": 0.32864728660099085, + "TN": 96997392, + "TP": 46171, + "n_pred": 48656, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7127919117834314, + "FN": 18517, + "FP": 94261, + "IoU": 0.5537503363352907, + "TN": 96885156, + "TP": 139946, + "n_pred": 234207, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8115932249139618, + "FN": 3442, + "FP": 7726, + "IoU": 0.6829254443245699, + "TN": 97102658, + "TP": 24054, + "n_pred": 31780, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5069842226911868, + "FN": 9588, + "FP": 224, + "IoU": 0.3395705727939692, + "TN": 97123023, + "TP": 5045, + "n_pred": 5269, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8646236074036724, + "FN": 83087, + "FP": 360720, + "IoU": 0.7615303726956046, + "TN": 95276817, + "TP": 1417256, + "n_pred": 1777976, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8728509382281344, + "FN": 36602, + "FP": 26808, + "IoU": 0.7743882045698752, + "TN": 96856822, + "TP": 217648, + "n_pred": 244456, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8927805226277921, + "FN": 9247, + "FP": 19290, + "IoU": 0.8063266054049651, + "TN": 96990534, + "TP": 118809, + "n_pred": 138099, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7887249597508512, + "FN": 8812, + "FP": 23208, + "IoU": 0.6511526561206258, + "TN": 97046092, + "TP": 59768, + "n_pred": 82976, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9464957867564279, + "FN": 7045, + "FP": 11775, + "IoU": 0.8984261997797975, + "TN": 130581508, + "TP": 166464, + "n_pred": 178239, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6248147525705467, + "FN": 15904, + "FP": 57767, + "IoU": 0.4543495167203644, + "TN": 130631777, + "TP": 61344, + "n_pred": 119111, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5867574914851733, + "FN": 33200, + "FP": 6475, + "IoU": 0.41518528345272837, + "TN": 130698950, + "TP": 28167, + "n_pred": 34642, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9324330972058245, + "FN": 7791, + "FP": 14185, + "IoU": 0.873418888095293, + "TN": 130593180, + "TP": 151636, + "n_pred": 165821, + "n_ref": 159427 + }, + "15": { + "Dice": 0.40195544823900803, + "FN": 8481, + "FP": 51952, + "IoU": 0.2515295633003889, + "TN": 130686050, + "TP": 20309, + "n_pred": 72261, + "n_ref": 28790 + }, + "2": { + "Dice": 0.879229627146244, + "FN": 19468, + "FP": 20878, + "IoU": 0.784486856935297, + "TN": 130579583, + "TP": 146863, + "n_pred": 167741, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8696555029018689, + "FN": 19054, + "FP": 25010, + "IoU": 0.769372085354939, + "TN": 130575731, + "TP": 146997, + "n_pred": 172007, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6933246723472546, + "FN": 11791, + "FP": 4261, + "IoU": 0.5306020995993801, + "TN": 130732595, + "TP": 18145, + "n_pred": 22406, + "n_ref": 29936 + }, + "5": { + "Dice": 0.337995337995338, + "FN": 24784, + "FP": 776, + "IoU": 0.20336605890603085, + "TN": 130734707, + "TP": 6525, + "n_pred": 7301, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9297681077014811, + "FN": 43668, + "FP": 151737, + "IoU": 0.8687538788482877, + "TN": 129277948, + "TP": 1293439, + "n_pred": 1445176, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7516586133598187, + "FN": 159480, + "FP": 29552, + "IoU": 0.6021258458656508, + "TN": 130291687, + "TP": 286073, + "n_pred": 315625, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7247488697062303, + "FN": 77371, + "FP": 38728, + "IoU": 0.5683185472176571, + "TN": 130497846, + "TP": 152847, + "n_pred": 191575, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7858544033820757, + "FN": 29719, + "FP": 9690, + "IoU": 0.6472489012611999, + "TN": 130655073, + "TP": 72310, + "n_pred": 82000, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6320707334319463, + "FN": 40390, + "FP": 146411, + "IoU": 0.4620639011677298, + "TN": 71888753, + "TP": 160454, + "n_pred": 306865, + "n_ref": 200844 + }, + "10": { + "Dice": 0.27922909241894744, + "FN": 46523, + "FP": 36801, + "IoU": 0.16226976594546771, + "TN": 72136544, + "TP": 16140, + "n_pred": 52941, + "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": 0.28671120377856263, + "FN": 56962, + "FP": 10090, + "IoU": 0.16734551957083252, + "TN": 72155480, + "TP": 13476, + "n_pred": 23566, + "n_ref": 70438 + }, + "14": { + "Dice": 0.12138365997570148, + "FN": 23690, + "FP": 702388, + "IoU": 0.06461333130645051, + "TN": 71459775, + "TP": 50155, + "n_pred": 752543, + "n_ref": 73845 + }, + "15": { + "Dice": 0.276904676474106, + "FN": 5164, + "FP": 115752, + "IoU": 0.16070189077380126, + "TN": 72091940, + "TP": 23152, + "n_pred": 138904, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2424627335712786, + "FN": 104198, + "FP": 40128, + "IoU": 0.13795595587225173, + "TN": 72068585, + "TP": 23097, + "n_pred": 63225, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7143289597339695, + "FN": 10145, + "FP": 116309, + "IoU": 0.5556078789689164, + "TN": 71951453, + "TP": 158101, + "n_pred": 274410, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6015, + "IoU": 0.0, + "TN": 72229993, + "TP": 0, + "n_pred": 6015, + "n_ref": 0 + }, + "5": { + "Dice": 0.48564888184539534, + "FN": 5469, + "FP": 373, + "IoU": 0.32069767441860464, + "TN": 72227408, + "TP": 2758, + "n_pred": 3131, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7098163891351348, + "FN": 398812, + "FP": 511198, + "IoU": 0.5501669554299442, + "TN": 70213013, + "TP": 1112985, + "n_pred": 1624183, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3589720902012337, + "FN": 197266, + "FP": 309864, + "IoU": 0.21874831503947623, + "TN": 71586883, + "TP": 141995, + "n_pred": 451859, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8745213182693504, + "FN": 7861, + "FP": 9276, + "IoU": 0.777021664172793, + "TN": 72159153, + "TP": 59718, + "n_pred": 68994, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4036901124285443, + "FN": 35814, + "FP": 4973, + "IoU": 0.25288956459619366, + "TN": 72181415, + "TP": 13806, + "n_pred": 18779, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29244421244943236, + "FN": 62100, + "FP": 68028, + "IoU": 0.17126480703095148, + "TN": 52396100, + "TP": 26892, + "n_pred": 94920, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0007548910650254776, + "FN": 47166, + "FP": 487, + "IoU": 0.00037758805143588343, + "TN": 52505449, + "TP": 18, + "n_pred": 505, + "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": 0.33243486073674755, + "FN": 16990, + "FP": 1585, + "IoU": 0.19935344827586207, + "TN": 52529920, + "TP": 4625, + "n_pred": 6210, + "n_ref": 21615 + }, + "14": { + "Dice": 0.34248675398725154, + "FN": 43103, + "FP": 5791, + "IoU": 0.2066268579217239, + "TN": 52491492, + "TP": 12734, + "n_pred": 18525, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 47313, + "IoU": 0.0, + "TN": 52480538, + "TP": 0, + "n_pred": 47313, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6193202405971447, + "FN": 58162, + "FP": 36392, + "IoU": 0.44856183077892087, + "TN": 52381652, + "TP": 76914, + "n_pred": 113306, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6291792046278621, + "FN": 67611, + "FP": 21363, + "IoU": 0.45897990951987155, + "TN": 52388664, + "TP": 75482, + "n_pred": 96845, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 159, + "IoU": 0.0, + "TN": 52551081, + "TP": 0, + "n_pred": 159, + "n_ref": 1880 + }, + "5": { + "Dice": 0.25669183253260125, + "FN": 5347, + "FP": 68, + "IoU": 0.14724409448818898, + "TN": 52546770, + "TP": 935, + "n_pred": 1003, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8330243819888309, + "FN": 132903, + "FP": 123635, + "IoU": 0.713831865149438, + "TN": 51656661, + "TP": 639921, + "n_pred": 763556, + "n_ref": 772824 + }, + "7": { + "Dice": 0.30353650883621125, + "FN": 155578, + "FP": 16445, + "IoU": 0.17892310115555896, + "TN": 52343611, + "TP": 37486, + "n_pred": 53931, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6314681634800912, + "FN": 25332, + "FP": 14587, + "IoU": 0.46142014867982567, + "TN": 52479001, + "TP": 34200, + "n_pred": 48787, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6653014970476551, + "FN": 27894, + "FP": 22611, + "IoU": 0.4984657550570501, + "TN": 52452419, + "TP": 50196, + "n_pred": 72807, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8248407398466366, + "FN": 24504, + "FP": 89411, + "IoU": 0.7018969835109765, + "TN": 143755117, + "TP": 268218, + "n_pred": 357629, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5921488254769037, + "FN": 45695, + "FP": 26741, + "IoU": 0.4206047032474804, + "TN": 144012230, + "TP": 52584, + "n_pred": 79325, + "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": 0.07205053781799556, + "FN": 5435, + "FP": 0, + "IoU": 0.03737159050655331, + "TN": 144131604, + "TP": 211, + "n_pred": 211, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5501240830960409, + "FN": 59190, + "FP": 14591, + "IoU": 0.37942838878982604, + "TN": 144018358, + "TP": 45111, + "n_pred": 59702, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9479442651002971, + "FN": 31730, + "FP": 9825, + "IoU": 0.9010399674221334, + "TN": 143717333, + "TP": 378362, + "n_pred": 388187, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8089312614787759, + "FN": 3066, + "FP": 6193, + "IoU": 0.6791642122041651, + "TN": 144108391, + "TP": 19600, + "n_pred": 25793, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5716556129466059, + "FN": 81925, + "FP": 2165, + "IoU": 0.4002225360551205, + "TN": 143997048, + "TP": 56112, + "n_pred": 58277, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7807985012351021, + "FN": 9990, + "FP": 82209, + "IoU": 0.6404179309376535, + "TN": 143880844, + "TP": 164207, + "n_pred": 246416, + "n_ref": 174197 + }, + "4": { + "Dice": 0.904741333794123, + "FN": 4047, + "FP": 5876, + "IoU": 0.8260526592574413, + "TN": 144080204, + "TP": 47123, + "n_pred": 52999, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2544703544912684, + "FN": 27265, + "FP": 1253, + "IoU": 0.1457840347461435, + "TN": 144103865, + "TP": 4867, + "n_pred": 6120, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8421449953251814, + "FN": 72354, + "FP": 409840, + "IoU": 0.7273319991925036, + "TN": 142368821, + "TP": 1286235, + "n_pred": 1696075, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6536269361372932, + "FN": 113454, + "FP": 30269, + "IoU": 0.4854723803386675, + "TN": 143857920, + "TP": 135607, + "n_pred": 165876, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7222020513751475, + "FN": 69987, + "FP": 52433, + "IoU": 0.5651926833599716, + "TN": 143855700, + "TP": 159130, + "n_pred": 211563, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8663038346962142, + "FN": 14634, + "FP": 10005, + "IoU": 0.7641410998899153, + "TN": 144032785, + "TP": 79826, + "n_pred": 89831, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209964880034135, + "FN": 17592, + "FP": 16106, + "IoU": 0.8535620855387236, + "TN": 111548802, + "TP": 196420, + "n_pred": 212526, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3874867271093686, + "FN": 29398, + "FP": 23095, + "IoU": 0.240299868301084, + "TN": 111709823, + "TP": 16604, + "n_pred": 39699, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.41166164733364635, + "FN": 34968, + "FP": 16411, + "IoU": 0.2591775528448251, + "TN": 111709566, + "TP": 17975, + "n_pred": 34386, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6830424947487478, + "FN": 7429, + "FP": 71037, + "IoU": 0.5186518866593461, + "TN": 111615907, + "TP": 84547, + "n_pred": 155584, + "n_ref": 91976 + }, + "15": { + "Dice": 0.44078486334968464, + "FN": 7587, + "FP": 393, + "IoU": 0.28269662921348315, + "TN": 111767795, + "TP": 3145, + "n_pred": 3538, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8407077815639656, + "FN": 43722, + "FP": 17890, + "IoU": 0.7251905673085072, + "TN": 111554721, + "TP": 162587, + "n_pred": 180477, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7491867025873024, + "FN": 4484, + "FP": 34990, + "IoU": 0.5989596561988845, + "TN": 111680491, + "TP": 58955, + "n_pred": 93945, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8708227580372251, + "FN": 2210, + "FP": 2676, + "IoU": 0.7712011238585811, + "TN": 111757565, + "TP": 16469, + "n_pred": 19145, + "n_ref": 18679 + }, + "5": { + "Dice": 0.14233602244826377, + "FN": 24387, + "FP": 65, + "IoU": 0.07662097352819003, + "TN": 111752439, + "TP": 2029, + "n_pred": 2094, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9565809431384495, + "FN": 72133, + "FP": 33410, + "IoU": 0.9167754190878044, + "TN": 110510749, + "TP": 1162628, + "n_pred": 1196038, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.35605085356698585, + "FN": 172704, + "FP": 64901, + "IoU": 0.2165826445054782, + "TN": 111475627, + "TP": 65688, + "n_pred": 130589, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6960612528805208, + "FN": 113381, + "FP": 29724, + "IoU": 0.5338143792553018, + "TN": 111471950, + "TP": 163865, + "n_pred": 193589, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7263484666962318, + "FN": 25471, + "FP": 15872, + "IoU": 0.5702882206816269, + "TN": 111682709, + "TP": 54868, + "n_pred": 70740, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7590285165175975, + "FN": 47317, + "FP": 27662, + "IoU": 0.6116405788694022, + "TN": 198894809, + "TP": 118087, + "n_pred": 145749, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5525727475962849, + "FN": 32725, + "FP": 16509, + "IoU": 0.3817620171781606, + "TN": 199008239, + "TP": 30402, + "n_pred": 46911, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2627746745202026, + "FN": 29549, + "FP": 4370, + "IoU": 0.15126113502151936, + "TN": 199047911, + "TP": 6045, + "n_pred": 10415, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5300286841161707, + "FN": 23296, + "FP": 18648, + "IoU": 0.3605707665101531, + "TN": 199022279, + "TP": 23652, + "n_pred": 42300, + "n_ref": 46948 + }, + "15": { + "Dice": 0.656753054526399, + "FN": 67129, + "FP": 7543, + "IoU": 0.4889294978406532, + "TN": 198941766, + "TP": 71437, + "n_pred": 78980, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8689127894309426, + "FN": 19906, + "FP": 13185, + "IoU": 0.7682102505551158, + "TN": 198945112, + "TP": 109672, + "n_pred": 122857, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8992197410722044, + "FN": 9467, + "FP": 19530, + "IoU": 0.8168930481621106, + "TN": 198929514, + "TP": 129364, + "n_pred": 148894, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8015280232624437, + "FN": 3062, + "FP": 3900, + "IoU": 0.6687916270218839, + "TN": 199066855, + "TP": 14058, + "n_pred": 17958, + "n_ref": 17120 + }, + "5": { + "Dice": 0.08327947557935556, + "FN": 19166, + "FP": 692, + "IoU": 0.04344894026974952, + "TN": 199067115, + "TP": 902, + "n_pred": 1594, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8954645286904147, + "FN": 77423, + "FP": 174169, + "IoU": 0.8107159543085684, + "TN": 197758698, + "TP": 1077585, + "n_pred": 1251754, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5751509518087767, + "FN": 80068, + "FP": 32370, + "IoU": 0.4036574629003002, + "TN": 198899329, + "TP": 76108, + "n_pred": 108478, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7996344507018732, + "FN": 32168, + "FP": 11024, + "IoU": 0.6661591139211155, + "TN": 198958496, + "TP": 86187, + "n_pred": 97211, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8498831274390521, + "FN": 19227, + "FP": 10508, + "IoU": 0.7389537078493859, + "TN": 198973968, + "TP": 84172, + "n_pred": 94680, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8036791439683031, + "FN": 19364, + "FP": 61253, + "IoU": 0.671792303809012, + "TN": 130829564, + "TP": 165011, + "n_pred": 226264, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6312642064957056, + "FN": 20651, + "FP": 51862, + "IoU": 0.46120238068701097, + "TN": 130940609, + "TP": 62070, + "n_pred": 113932, + "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": 0.40120663650075417, + "FN": 3438, + "FP": 135, + "IoU": 0.2509433962264151, + "TN": 131070422, + "TP": 1197, + "n_pred": 1332, + "n_ref": 4635 + }, + "13": { + "Dice": 0.367600653314939, + "FN": 66976, + "FP": 12786, + "IoU": 0.22519039477774325, + "TN": 130972248, + "TP": 23182, + "n_pred": 35968, + "n_ref": 90158 + }, + "14": { + "Dice": 0.08674459325162084, + "FN": 36450, + "FP": 388106, + "IoU": 0.045338741992134356, + "TN": 130630473, + "TP": 20163, + "n_pred": 408269, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3725760068034062, + "FN": 10931, + "FP": 45140, + "IoU": 0.22893604147471774, + "TN": 131002473, + "TP": 16648, + "n_pred": 61788, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5557108905354396, + "FN": 96656, + "FP": 5040, + "IoU": 0.38476430161649405, + "TN": 130909896, + "TP": 63600, + "n_pred": 68640, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7125917423285263, + "FN": 14383, + "FP": 127336, + "IoU": 0.55350875534804, + "TN": 130757786, + "TP": 175687, + "n_pred": 303023, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8329668093631875, + "FN": 19863, + "FP": 1480, + "IoU": 0.7137473175965665, + "TN": 131000632, + "TP": 53217, + "n_pred": 54697, + "n_ref": 73080 + }, + "5": { + "Dice": 0.3038933152511725, + "FN": 12010, + "FP": 309, + "IoU": 0.17917110874200426, + "TN": 131060184, + "TP": 2689, + "n_pred": 2998, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7853941820836712, + "FN": 58741, + "FP": 711387, + "IoU": 0.6466247489502599, + "TN": 128895843, + "TP": 1409221, + "n_pred": 2120608, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.46861309414851426, + "FN": 469967, + "FP": 226745, + "IoU": 0.30600568175026593, + "TN": 130071276, + "TP": 307204, + "n_pred": 533949, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9168393246633657, + "FN": 10700, + "FP": 10613, + "IoU": 0.8464481268011528, + "TN": 130936392, + "TP": 117487, + "n_pred": 128100, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5727967617774083, + "FN": 33845, + "FP": 13437, + "IoU": 0.40134211192707014, + "TN": 130996212, + "TP": 31698, + "n_pred": 45135, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7474927240737098, + "FN": 12251, + "FP": 125092, + "IoU": 0.5967971112350644, + "TN": 101276570, + "TP": 203287, + "n_pred": 328379, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4005134079523027, + "FN": 31313, + "FP": 12124, + "IoU": 0.2504012287089927, + "TN": 101559253, + "TP": 14510, + "n_pred": 26634, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6669736953201157, + "FN": 16637, + "FP": 26750, + "IoU": 0.5003454867908884, + "TN": 101530366, + "TP": 43447, + "n_pred": 70197, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8927269822188069, + "FN": 3104, + "FP": 10995, + "IoU": 0.8062392633821205, + "TN": 101544435, + "TP": 58666, + "n_pred": 69661, + "n_ref": 61770 + }, + "15": { + "Dice": 0.44479175838689794, + "FN": 13060, + "FP": 37384, + "IoU": 0.28600141542816704, + "TN": 101546550, + "TP": 20206, + "n_pred": 57590, + "n_ref": 33266 + }, + "2": { + "Dice": 0.20435002529084473, + "FN": 151537, + "FP": 10482, + "IoU": 0.11380281690140845, + "TN": 101434375, + "TP": 20806, + "n_pred": 31288, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6867294814911835, + "FN": 5195, + "FP": 147879, + "IoU": 0.5229154784278158, + "TN": 101296347, + "TP": 167779, + "n_pred": 315658, + "n_ref": 172974 + }, + "4": { + "Dice": 0.31877939777716974, + "FN": 3980, + "FP": 48303, + "IoU": 0.18961187922375844, + "TN": 101552684, + "TP": 12233, + "n_pred": 60536, + "n_ref": 16213 + }, + "5": { + "Dice": 0.34278714281909933, + "FN": 23935, + "FP": 744, + "IoU": 0.20684557287481922, + "TN": 101586085, + "TP": 6436, + "n_pred": 7180, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8446956053216091, + "FN": 259137, + "FP": 209542, + "IoU": 0.7311454965569938, + "TN": 99873956, + "TP": 1274565, + "n_pred": 1484107, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7762867603637652, + "FN": 99191, + "FP": 90227, + "IoU": 0.6343698304633256, + "TN": 101099141, + "TP": 328641, + "n_pred": 418868, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6698863389152929, + "FN": 101074, + "FP": 27909, + "IoU": 0.5036308990082855, + "TN": 101357347, + "TP": 130870, + "n_pred": 158779, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8177686230735549, + "FN": 14697, + "FP": 14852, + "IoU": 0.6917162232655191, + "TN": 101521350, + "TP": 66301, + "n_pred": 81153, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9193265538545268, + "FN": 29156, + "FP": 2862, + "IoU": 0.8506978284083544, + "TN": 118967761, + "TP": 182433, + "n_pred": 185295, + "n_ref": 211589 + }, + "10": { + "Dice": 0.674161433603921, + "FN": 25728, + "FP": 27457, + "IoU": 0.5084792754493785, + "TN": 119074007, + "TP": 55020, + "n_pred": 82477, + "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": 19, + "IoU": 0.0, + "TN": 119178058, + "TP": 0, + "n_pred": 19, + "n_ref": 4135 + }, + "13": { + "Dice": 0.44292773008584546, + "FN": 15326, + "FP": 29320, + "IoU": 0.28446189598525523, + "TN": 119119817, + "TP": 17749, + "n_pred": 47069, + "n_ref": 33075 + }, + "14": { + "Dice": 0.19379610770565134, + "FN": 55924, + "FP": 26803, + "IoU": 0.10729470162943779, + "TN": 119089542, + "TP": 9943, + "n_pred": 36746, + "n_ref": 65867 + }, + "15": { + "Dice": 0.09087762299912995, + "FN": 15863, + "FP": 81314, + "IoU": 0.04760177979889057, + "TN": 119080178, + "TP": 4857, + "n_pred": 86171, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8360569574428146, + "FN": 37599, + "FP": 23537, + "IoU": 0.7182971390129157, + "TN": 118965189, + "TP": 155887, + "n_pred": 179424, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8669755993966555, + "FN": 37786, + "FP": 11072, + "IoU": 0.7651870506363182, + "TN": 118974140, + "TP": 159214, + "n_pred": 170286, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7057018593325545, + "FN": 18268, + "FP": 2641, + "IoU": 0.5452390273609118, + "TN": 119136234, + "TP": 25069, + "n_pred": 27710, + "n_ref": 43337 + }, + "5": { + "Dice": 0.33712752174717747, + "FN": 14079, + "FP": 247, + "IoU": 0.20273804886192887, + "TN": 119164243, + "TP": 3643, + "n_pred": 3890, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8951873028784563, + "FN": 101346, + "FP": 282121, + "IoU": 0.8102615992835337, + "TN": 117161182, + "TP": 1637563, + "n_pred": 1919684, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5025388861884591, + "FN": 181833, + "FP": 47413, + "IoU": 0.33559394735087916, + "TN": 118837173, + "TP": 115793, + "n_pred": 163206, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9005111566044781, + "FN": 12224, + "FP": 3230, + "IoU": 0.8190270979225707, + "TN": 119096818, + "TP": 69940, + "n_pred": 73170, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7949024238742398, + "FN": 27294, + "FP": 2753, + "IoU": 0.6596166481636722, + "TN": 119093938, + "TP": 58227, + "n_pred": 60980, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37451, + "IoU": 0.0, + "TN": 61295029, + "TP": 0, + "n_pred": 37451, + "n_ref": 0 + }, + "10": { + "Dice": 0.49586803382595995, + "FN": 18977, + "FP": 12440, + "IoU": 0.3296705641375779, + "TN": 61285612, + "TP": 15451, + "n_pred": 27891, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3206195592874594, + "FN": 39179, + "FP": 18105, + "IoU": 0.19091538255109392, + "TN": 61261679, + "TP": 13517, + "n_pred": 31622, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9258290731484825, + "FN": 26995, + "FP": 12033, + "IoU": 0.8619010717988458, + "TN": 61049871, + "TP": 243581, + "n_pred": 255614, + "n_ref": 270576 + }, + "15": { + "Dice": 0.41665548821384585, + "FN": 64061, + "FP": 31611, + "IoU": 0.2631489768097413, + "TN": 61202641, + "TP": 34167, + "n_pred": 65778, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5095690388432095, + "FN": 103430, + "FP": 7274, + "IoU": 0.34189375564750085, + "TN": 61164264, + "TP": 57512, + "n_pred": 64786, + "n_ref": 160942 + }, + "3": { + "Dice": 0.719027426095976, + "FN": 10800, + "FP": 81300, + "IoU": 0.5613136773916978, + "TN": 61122535, + "TP": 117845, + "n_pred": 199145, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8456148828219376, + "FN": 8939, + "FP": 3202, + "IoU": 0.7325240686479698, + "TN": 61287089, + "TP": 33250, + "n_pred": 36452, + "n_ref": 42189 + }, + "5": { + "Dice": 0.27277292357135685, + "FN": 7214, + "FP": 27, + "IoU": 0.15792534015583207, + "TN": 61323881, + "TP": 1358, + "n_pred": 1385, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9383698147680695, + "FN": 35103, + "FP": 118713, + "IoU": 0.8838951904547317, + "TN": 60007677, + "TP": 1170987, + "n_pred": 1289700, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.35495268757456405, + "FN": 149929, + "FP": 47420, + "IoU": 0.21577050392017388, + "TN": 61080833, + "TP": 54298, + "n_pred": 101718, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7374451718374824, + "FN": 31691, + "FP": 4284, + "IoU": 0.5840896216053736, + "TN": 61245983, + "TP": 50522, + "n_pred": 54806, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7373473399047415, + "FN": 13293, + "FP": 22386, + "IoU": 0.5839668843283582, + "TN": 61246720, + "TP": 50081, + "n_pred": 72467, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580822011100896, + "FN": 8340, + "FP": 6432, + "IoU": 0.9195372246552063, + "TN": 148923912, + "TP": 168816, + "n_pred": 175248, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6370526027840121, + "FN": 21568, + "FP": 36811, + "IoU": 0.4674080629122458, + "TN": 148997887, + "TP": 51234, + "n_pred": 88045, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.22983912574457108, + "FN": 72116, + "FP": 9987, + "IoU": 0.12984081226021155, + "TN": 149013146, + "TP": 12251, + "n_pred": 22238, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8225032998129315, + "FN": 6449, + "FP": 30935, + "IoU": 0.6985185603341909, + "TN": 148983499, + "TP": 86617, + "n_pred": 117552, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5615970650849545, + "FN": 17071, + "FP": 15672, + "IoU": 0.3904309783114586, + "TN": 149053785, + "TP": 20972, + "n_pred": 36644, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9165361940052649, + "FN": 10948, + "FP": 15653, + "IoU": 0.8459315289852135, + "TN": 148934843, + "TP": 146056, + "n_pred": 161709, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5315058912665495, + "FN": 32727, + "FP": 15504, + "IoU": 0.3619394099748644, + "TN": 149031910, + "TP": 27359, + "n_pred": 42863, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9054285269870898, + "FN": 2549, + "FP": 2315, + "IoU": 0.8271990905215291, + "TN": 149079352, + "TP": 23284, + "n_pred": 25599, + "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": 0.9553086415288136, + "FN": 49478, + "FP": 49380, + "IoU": 0.9144410296710249, + "TN": 147952063, + "TP": 1056579, + "n_pred": 1105959, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5063047010114774, + "FN": 178525, + "FP": 9879, + "IoU": 0.33896116654737346, + "TN": 148822488, + "TP": 96608, + "n_pred": 106487, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7335774401573942, + "FN": 81414, + "FP": 25836, + "IoU": 0.5792517153583913, + "TN": 148852597, + "TP": 147653, + "n_pred": 173489, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7022667621092817, + "FN": 35981, + "FP": 7692, + "IoU": 0.5411487828197397, + "TN": 149012321, + "TP": 51506, + "n_pred": 59198, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5937176993167494, + "FN": 291086, + "FP": 15506, + "IoU": 0.4221895554173498, + "TN": 100182190, + "TP": 224018, + "n_pred": 239524, + "n_ref": 515104 + }, + "10": { + "Dice": 0.14861371271111662, + "FN": 33671, + "FP": 21326, + "IoU": 0.08027158553104671, + "TN": 100653003, + "TP": 4800, + "n_pred": 26126, + "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": 0.1064993564993565, + "FN": 5542, + "FP": 12, + "IoU": 0.056244689889549705, + "TN": 100706915, + "TP": 331, + "n_pred": 343, + "n_ref": 5873 + }, + "13": { + "Dice": 0.004715209680784477, + "FN": 39042, + "FP": 8662, + "IoU": 0.0023631762762197544, + "TN": 100664983, + "TP": 113, + "n_pred": 8775, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5038882088943288, + "FN": 30392, + "FP": 212802, + "IoU": 0.3367985012148995, + "TN": 100346103, + "TP": 123503, + "n_pred": 336305, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8245782730733958, + "FN": 21089, + "FP": 10472, + "IoU": 0.7015169570069417, + "TN": 100607062, + "TP": 74177, + "n_pred": 84649, + "n_ref": 95266 + }, + "2": { + "Dice": 6.848582129481005e-05, + "FN": 233148, + "FP": 461, + "IoU": 3.424408326448846e-05, + "TN": 100479183, + "TP": 8, + "n_pred": 469, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6127108079653277, + "FN": 34224, + "FP": 205618, + "IoU": 0.4416604782069219, + "TN": 100283237, + "TP": 189721, + "n_pred": 395339, + "n_ref": 223945 + }, + "4": { + "Dice": 0.3657298793595948, + "FN": 39023, + "FP": 25592, + "IoU": 0.2237879006294748, + "TN": 100629556, + "TP": 18629, + "n_pred": 44221, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 858, + "IoU": 0.0, + "TN": 100695469, + "TP": 0, + "n_pred": 858, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4720006784630389, + "FN": 1298911, + "FP": 444321, + "IoU": 0.3089011047388882, + "TN": 98190394, + "TP": 779174, + "n_pred": 1223495, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3625743389736074, + "FN": 112429, + "FP": 98077, + "IoU": 0.22142949607027276, + "TN": 100442425, + "TP": 59869, + "n_pred": 157946, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8712860724382568, + "FN": 16163, + "FP": 10380, + "IoU": 0.7719281663516068, + "TN": 100596420, + "TP": 89837, + "n_pred": 100217, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5480686319841042, + "FN": 57998, + "FP": 14330, + "IoU": 0.3774755777423936, + "TN": 100596615, + "TP": 43857, + "n_pred": 58187, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8133643957043014, + "FN": 6262, + "FP": 26584, + "IoU": 0.6854373766975043, + "TN": 78846282, + "TP": 71572, + "n_pred": 98156, + "n_ref": 77834 + }, + "10": { + "Dice": 0.527786136230461, + "FN": 22281, + "FP": 7536, + "IoU": 0.3584982788296041, + "TN": 78904220, + "TP": 16663, + "n_pred": 24199, + "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": 0.21001596915507345, + "FN": 52106, + "FP": 2805, + "IoU": 0.11732840379360232, + "TN": 78888490, + "TP": 7299, + "n_pred": 10104, + "n_ref": 59405 + }, + "14": { + "Dice": 0.004604842796395444, + "FN": 27060, + "FP": 63296, + "IoU": 0.002307734776127643, + "TN": 78860135, + "TP": 209, + "n_pred": 63505, + "n_ref": 27269 + }, + "15": { + "Dice": 0.855275544934463, + "FN": 11877, + "FP": 4111, + "IoU": 0.7471453424007591, + "TN": 78887470, + "TP": 47242, + "n_pred": 51353, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7935734983968039, + "FN": 30698, + "FP": 5419, + "IoU": 0.6577885162023878, + "TN": 78845160, + "TP": 69423, + "n_pred": 74842, + "n_ref": 100121 + }, + "3": { + "Dice": 0.890227980315356, + "FN": 4901, + "FP": 14773, + "IoU": 0.8021719457013574, + "TN": 78851250, + "TP": 79776, + "n_pred": 94549, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7907949790794979, + "FN": 2953, + "FP": 4547, + "IoU": 0.6539792387543253, + "TN": 78929025, + "TP": 14175, + "n_pred": 18722, + "n_ref": 17128 + }, + "5": { + "Dice": 0.06387434554973823, + "FN": 33639, + "FP": 333, + "IoU": 0.03299080584099513, + "TN": 78915569, + "TP": 1159, + "n_pred": 1492, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8810296959331897, + "FN": 112089, + "FP": 48603, + "IoU": 0.7873575310543596, + "TN": 78195009, + "TP": 594999, + "n_pred": 643602, + "n_ref": 707088 + }, + "7": { + "Dice": 0.08692665927451292, + "FN": 686815, + "FP": 33714, + "IoU": 0.04543822624256949, + "TN": 78195873, + "TP": 34298, + "n_pred": 68012, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6013032113361877, + "FN": 186874, + "FP": 4396, + "IoU": 0.4299024750822643, + "TN": 78615196, + "TP": 144234, + "n_pred": 148630, + "n_ref": 331108 + }, + "9": { + "Dice": 0.33171000896737257, + "FN": 45026, + "FP": 3415, + "IoU": 0.19883234374741576, + "TN": 78890237, + "TP": 12022, + "n_pred": 15437, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8221203502842582, + "FN": 9305, + "FP": 50800, + "IoU": 0.697966341877679, + "TN": 104805439, + "TP": 138896, + "n_pred": 189696, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5087168996476872, + "FN": 42472, + "FP": 43984, + "IoU": 0.3411269795302474, + "TN": 104873222, + "TP": 44762, + "n_pred": 88746, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5400695746966127, + "FN": 44129, + "FP": 13251, + "IoU": 0.3699282961271124, + "TN": 104913371, + "TP": 33689, + "n_pred": 46940, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9288935894374126, + "FN": 2015, + "FP": 8406, + "IoU": 0.8672281113036387, + "TN": 104925952, + "TP": 68067, + "n_pred": 76473, + "n_ref": 70082 + }, + "15": { + "Dice": 0.16817575629957185, + "FN": 20766, + "FP": 14787, + "IoU": 0.0918078013640892, + "TN": 104965293, + "TP": 3594, + "n_pred": 18381, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7754086084636181, + "FN": 60471, + "FP": 3412, + "IoU": 0.6331978273102055, + "TN": 104830278, + "TP": 110279, + "n_pred": 113691, + "n_ref": 170750 + }, + "3": { + "Dice": 0.827749917556488, + "FN": 7960, + "FP": 52630, + "IoU": 0.7061205880498417, + "TN": 104798267, + "TP": 145583, + "n_pred": 198213, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8830, + "IoU": 0.0, + "TN": 104995610, + "TP": 0, + "n_pred": 8830, + "n_ref": 0 + }, + "5": { + "Dice": 0.14739988376276533, + "FN": 27417, + "FP": 3390, + "IoU": 0.07956378846728414, + "TN": 104970970, + "TP": 2663, + "n_pred": 6053, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8942007436896868, + "FN": 44189, + "FP": 237804, + "IoU": 0.8086465410307286, + "TN": 103530764, + "TP": 1191683, + "n_pred": 1429487, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7389736054973902, + "FN": 26146, + "FP": 117933, + "IoU": 0.5860096257452769, + "TN": 104656415, + "TP": 203946, + "n_pred": 321879, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7111841829330694, + "FN": 154222, + "FP": 17931, + "IoU": 0.551812115831704, + "TN": 104620331, + "TP": 211956, + "n_pred": 229887, + "n_ref": 366178 + }, + "9": { + "Dice": 0.811634378679225, + "FN": 17723, + "FP": 17475, + "IoU": 0.6829837249727548, + "TN": 104893411, + "TP": 75831, + "n_pred": 93306, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6674728627814039, + "FN": 174433, + "FP": 68371, + "IoU": 0.5009075193580148, + "TN": 177189797, + "TP": 243687, + "n_pred": 312058, + "n_ref": 418120 + }, + "10": { + "Dice": 0.030044582283388254, + "FN": 70256, + "FP": 39832, + "IoU": 0.015251402145035915, + "TN": 177564495, + "TP": 1705, + "n_pred": 41537, + "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": 0.00842911877394636, + "FN": 5176, + "FP": 0, + "IoU": 0.004232397075798384, + "TN": 177671090, + "TP": 22, + "n_pred": 22, + "n_ref": 5198 + }, + "13": { + "Dice": 0.569549792931467, + "FN": 38713, + "FP": 19285, + "IoU": 0.3981612153411921, + "TN": 177579920, + "TP": 38370, + "n_pred": 57655, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8670386474331461, + "FN": 6552, + "FP": 14823, + "IoU": 0.7652852813282383, + "TN": 177585220, + "TP": 69693, + "n_pred": 84516, + "n_ref": 76245 + }, + "15": { + "Dice": 0.2011519968181592, + "FN": 9008, + "FP": 103469, + "IoU": 0.11182267565817527, + "TN": 177549650, + "TP": 14161, + "n_pred": 117630, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6792234891907815, + "FN": 97347, + "FP": 13182, + "IoU": 0.5142607274069647, + "TN": 177448740, + "TP": 117019, + "n_pred": 130201, + "n_ref": 214366 + }, + "3": { + "Dice": 0.767038101341713, + "FN": 21533, + "FP": 91153, + "IoU": 0.6221101415837799, + "TN": 177378090, + "TP": 185512, + "n_pred": 276665, + "n_ref": 207045 + }, + "4": { + "Dice": 0.684931506849315, + "FN": 9358, + "FP": 13711, + "IoU": 0.5208333333333334, + "TN": 177628144, + "TP": 25075, + "n_pred": 38786, + "n_ref": 34433 + }, + "5": { + "Dice": 0.32629470962508555, + "FN": 24745, + "FP": 1832, + "IoU": 0.19495350316541968, + "TN": 177643275, + "TP": 6436, + "n_pred": 8268, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8645909820300234, + "FN": 131777, + "FP": 392506, + "IoU": 0.7614797560581693, + "TN": 175478223, + "TP": 1673782, + "n_pred": 2066288, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8349727631536028, + "FN": 48215, + "FP": 78266, + "IoU": 0.7166980622820319, + "TN": 177229835, + "TP": 319972, + "n_pred": 398238, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6971930177574325, + "FN": 60850, + "FP": 59540, + "IoU": 0.5351468231750873, + "TN": 177417303, + "TP": 138595, + "n_pred": 198135, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8472757108590766, + "FN": 27312, + "FP": 11591, + "IoU": 0.7350202635970439, + "TN": 177529473, + "TP": 107912, + "n_pred": 119503, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9320602256519543, + "FN": 19115, + "FP": 5369, + "IoU": 0.8727647832209987, + "TN": 193813104, + "TP": 167947, + "n_pred": 173316, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8230759361033295, + "FN": 10067, + "FP": 23027, + "IoU": 0.6993449801495372, + "TN": 193895462, + "TP": 76979, + "n_pred": 100006, + "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": 0.0015178345560333923, + "FN": 3947, + "FP": 0, + "IoU": 0.0007594936708860759, + "TN": 194001585, + "TP": 3, + "n_pred": 3, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5450386668118942, + "FN": 36853, + "FP": 13271, + "IoU": 0.3746069770923791, + "TN": 193925387, + "TP": 30024, + "n_pred": 43295, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8245952402017164, + "FN": 5999, + "FP": 23740, + "IoU": 0.7015415186367194, + "TN": 193905893, + "TP": 69903, + "n_pred": 93643, + "n_ref": 75902 + }, + "15": { + "Dice": 0.27124487777306766, + "FN": 6569, + "FP": 70792, + "IoU": 0.15690185051984568, + "TN": 193913777, + "TP": 14397, + "n_pred": 85189, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8943018614985216, + "FN": 7480, + "FP": 23585, + "IoU": 0.8088119445606952, + "TN": 193843051, + "TP": 131419, + "n_pred": 155004, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7716049382716049, + "FN": 37805, + "FP": 19471, + "IoU": 0.628140703517588, + "TN": 193851509, + "TP": 96750, + "n_pred": 116221, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8699311575143517, + "FN": 2011, + "FP": 3676, + "IoU": 0.7698036834648857, + "TN": 193980830, + "TP": 19018, + "n_pred": 22694, + "n_ref": 21029 + }, + "5": { + "Dice": 0.005704256252742431, + "FN": 27192, + "FP": 0, + "IoU": 0.00286028602860286, + "TN": 193978265, + "TP": 78, + "n_pred": 78, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9371928445408844, + "FN": 79757, + "FP": 95214, + "IoU": 0.8818089337533978, + "TN": 192525127, + "TP": 1305437, + "n_pred": 1400651, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5554975109089791, + "FN": 195433, + "FP": 7077, + "IoU": 0.38455974642074586, + "TN": 193676486, + "TP": 126539, + "n_pred": 133616, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6693669093851132, + "FN": 109028, + "FP": 21744, + "IoU": 0.5030439375859789, + "TN": 193742389, + "TP": 132374, + "n_pred": 154118, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6354399075293675, + "FN": 51139, + "FP": 3109, + "IoU": 0.4656738175442744, + "TN": 193904009, + "TP": 47278, + "n_pred": 50387, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9439171099753138, + "FN": 5861, + "FP": 7043, + "IoU": 0.8937907420820439, + "TN": 99534304, + "TP": 108592, + "n_pred": 115635, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6830719122310791, + "FN": 31838, + "FP": 5138, + "IoU": 0.5186858102391211, + "TN": 99578977, + "TP": 39847, + "n_pred": 44985, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.40494033912497385, + "FN": 30923, + "FP": 11716, + "IoU": 0.2538715943094126, + "TN": 99598653, + "TP": 14508, + "n_pred": 26224, + "n_ref": 45431 + }, + "14": { + "Dice": 0.12885507111069616, + "FN": 45859, + "FP": 66111, + "IoU": 0.06886429218883834, + "TN": 99535549, + "TP": 8281, + "n_pred": 74392, + "n_ref": 54140 + }, + "15": { + "Dice": 0.2689502061528703, + "FN": 27347, + "FP": 30278, + "IoU": 0.15536826676438256, + "TN": 99587575, + "TP": 10600, + "n_pred": 40878, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9123646412994435, + "FN": 17691, + "FP": 955, + "IoU": 0.8388515820131884, + "TN": 99540093, + "TP": 97061, + "n_pred": 98016, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9357835680520797, + "FN": 9387, + "FP": 6317, + "IoU": 0.8793169697062847, + "TN": 99525674, + "TP": 114422, + "n_pred": 120739, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7604350012572291, + "FN": 6809, + "FP": 813, + "IoU": 0.6134692428622142, + "TN": 99636081, + "TP": 12097, + "n_pred": 12910, + "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": 0.9555819526566023, + "FN": 60552, + "FP": 59704, + "IoU": 0.9149420149213615, + "TN": 98241988, + "TP": 1293556, + "n_pred": 1353260, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7778732514574201, + "FN": 32539, + "FP": 44238, + "IoU": 0.6364914706146934, + "TN": 99444589, + "TP": 134434, + "n_pred": 178672, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9004091787638278, + "FN": 13341, + "FP": 6033, + "IoU": 0.818858398391847, + "TN": 99548845, + "TP": 87581, + "n_pred": 93614, + "n_ref": 100922 + }, + "9": { + "Dice": 0.879861563238872, + "FN": 18503, + "FP": 2533, + "IoU": 0.7854935911162777, + "TN": 99557733, + "TP": 77031, + "n_pred": 79564, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7768089150415289, + "FN": 148569, + "FP": 22873, + "IoU": 0.6350675087432497, + "TN": 62613729, + "TP": 298349, + "n_pred": 321222, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8340677123102466, + "FN": 11313, + "FP": 12374, + "IoU": 0.7153654814405365, + "TN": 63000301, + "TP": 59532, + "n_pred": 71906, + "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": 0.1563569360357989, + "FN": 3205, + "FP": 0, + "IoU": 0.08480868075385493, + "TN": 63080018, + "TP": 297, + "n_pred": 297, + "n_ref": 3502 + }, + "13": { + "Dice": 0.3431651968165197, + "FN": 32892, + "FP": 15966, + "IoU": 0.2071209490271174, + "TN": 63021899, + "TP": 12763, + "n_pred": 28729, + "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": 0.8575948808317236, + "FN": 2549, + "FP": 37776, + "IoU": 0.7506924351460297, + "TN": 62921772, + "TP": 121423, + "n_pred": 159199, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8695123108920974, + "FN": 26836, + "FP": 3404, + "IoU": 0.769147969738841, + "TN": 62952527, + "TP": 100753, + "n_pred": 104157, + "n_ref": 127589 + }, + "4": { + "Dice": 0.1372792066935234, + "FN": 16700, + "FP": 4, + "IoU": 0.0736982199301281, + "TN": 63065487, + "TP": 1329, + "n_pred": 1333, + "n_ref": 18029 + }, + "5": { + "Dice": 0.14155615913085157, + "FN": 15625, + "FP": 494, + "IoU": 0.07616918844566713, + "TN": 63066072, + "TP": 1329, + "n_pred": 1823, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8396103135820978, + "FN": 193849, + "FP": 163688, + "IoU": 0.7235589245660711, + "TN": 61790163, + "TP": 935820, + "n_pred": 1099508, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6099289345577625, + "FN": 66196, + "FP": 49510, + "IoU": 0.43877536172132303, + "TN": 62877353, + "TP": 90461, + "n_pred": 139971, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8814145098001775, + "FN": 19636, + "FP": 5206, + "IoU": 0.7879724147349015, + "TN": 62966356, + "TP": 92322, + "n_pred": 97528, + "n_ref": 111958 + }, + "9": { + "Dice": 0.85542242104365, + "FN": 7800, + "FP": 4061, + "IoU": 0.7473695420660277, + "TN": 63036570, + "TP": 35089, + "n_pred": 39150, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.883948703268285, + "FN": 37673, + "FP": 34487, + "IoU": 0.7920323249091439, + "TN": 109261841, + "TP": 274817, + "n_pred": 309304, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5043081355511554, + "FN": 41192, + "FP": 50683, + "IoU": 0.3371738173738015, + "TN": 109470207, + "TP": 46736, + "n_pred": 97419, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.21410587126770572, + "FN": 66918, + "FP": 34838, + "IoU": 0.11988721381803714, + "TN": 109493201, + "TP": 13861, + "n_pred": 48699, + "n_ref": 80779 + }, + "14": { + "Dice": 0.48466999587405923, + "FN": 28784, + "FP": 116100, + "IoU": 0.31984451872159836, + "TN": 109395802, + "TP": 68132, + "n_pred": 184232, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7677144841959014, + "FN": 15131, + "FP": 38369, + "IoU": 0.6230004932703826, + "TN": 109466908, + "TP": 88410, + "n_pred": 126779, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4851327959357171, + "FN": 143015, + "FP": 7786, + "IoU": 0.3202477383061299, + "TN": 109386971, + "TP": 71046, + "n_pred": 78832, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7560111141230685, + "FN": 22573, + "FP": 121439, + "IoU": 0.6077314055664813, + "TN": 109241692, + "TP": 223114, + "n_pred": 344553, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6160402944595118, + "FN": 24055, + "FP": 8648, + "IoU": 0.44512877939529677, + "TN": 109549880, + "TP": 26235, + "n_pred": 34883, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 14, + "IoU": 0.0, + "TN": 109598252, + "TP": 0, + "n_pred": 14, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8222998102623927, + "FN": 58867, + "FP": 456146, + "IoU": 0.6982250809058644, + "TN": 107902205, + "TP": 1191600, + "n_pred": 1647746, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5421938682622749, + "FN": 731893, + "FP": 55176, + "IoU": 0.3719245354085404, + "TN": 108355674, + "TP": 466075, + "n_pred": 521251, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9006221140818979, + "FN": 7986, + "FP": 9985, + "IoU": 0.819210687806203, + "TN": 109509415, + "TP": 81432, + "n_pred": 91417, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5626692334679705, + "FN": 23927, + "FP": 24688, + "IoU": 0.3914681620748789, + "TN": 109528929, + "TP": 31274, + "n_pred": 55962, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8660183384273409, + "FN": 4232, + "FP": 12645, + "IoU": 0.7636969518768989, + "TN": 66995931, + "TP": 54544, + "n_pred": 67189, + "n_ref": 58776 + }, + "10": { + "Dice": 0.42252844370463166, + "FN": 54174, + "FP": 13128, + "IoU": 0.2678517035812193, + "TN": 66975428, + "TP": 24622, + "n_pred": 37750, + "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": 0.03850710900473934, + "FN": 3246, + "FP": 0, + "IoU": 0.019631531259438235, + "TN": 67064041, + "TP": 65, + "n_pred": 65, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1339226112377138, + "FN": 35302, + "FP": 2323, + "IoU": 0.07176691172842552, + "TN": 67026818, + "TP": 2909, + "n_pred": 5232, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7399174957534579, + "FN": 22115, + "FP": 15398, + "IoU": 0.5871976582961023, + "TN": 66976478, + "TP": 53361, + "n_pred": 68759, + "n_ref": 75476 + }, + "15": { + "Dice": 0.040072821628860805, + "FN": 29447, + "FP": 62299, + "IoU": 0.020446076808917267, + "TN": 66973691, + "TP": 1915, + "n_pred": 64214, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8731303332666843, + "FN": 10667, + "FP": 28673, + "IoU": 0.774828144764783, + "TN": 66892641, + "TP": 135371, + "n_pred": 164044, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8803726210741825, + "FN": 25132, + "FP": 11621, + "IoU": 0.7863085859143792, + "TN": 66895361, + "TP": 135238, + "n_pred": 146859, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 34, + "IoU": 0.0, + "TN": 67054279, + "TP": 0, + "n_pred": 34, + "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": 0.9228289273064202, + "FN": 96334, + "FP": 68160, + "IoU": 0.8567152894282514, + "TN": 65919330, + "TP": 983528, + "n_pred": 1051688, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.17923019264502468, + "FN": 316819, + "FP": 1826, + "IoU": 0.0984364920381625, + "TN": 66713916, + "TP": 34791, + "n_pred": 36617, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8408122419130464, + "FN": 9256, + "FP": 19695, + "IoU": 0.7253460330711798, + "TN": 66961943, + "TP": 76458, + "n_pred": 96153, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7459550293303733, + "FN": 28958, + "FP": 3999, + "IoU": 0.5948391379713067, + "TN": 66986009, + "TP": 48386, + "n_pred": 52385, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5885629466403465, + "FN": 103293, + "FP": 4255, + "IoU": 0.41699553319745003, + "TN": 74334808, + "TP": 76924, + "n_pred": 81179, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5790194755922772, + "FN": 28678, + "FP": 11268, + "IoU": 0.40747882581544714, + "TN": 74451863, + "TP": 27471, + "n_pred": 38739, + "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": 0.21740550782398485, + "FN": 36235, + "FP": 11677, + "IoU": 0.12196015907050048, + "TN": 74464713, + "TP": 6655, + "n_pred": 18332, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3597378136065697, + "FN": 19988, + "FP": 22503, + "IoU": 0.21931726317336664, + "TN": 74464852, + "TP": 11937, + "n_pred": 34440, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4546364910875225, + "FN": 20144, + "FP": 4363, + "IoU": 0.2941938828408502, + "TN": 74484558, + "TP": 10215, + "n_pred": 14578, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7738355821585846, + "FN": 6391, + "FP": 72238, + "IoU": 0.6311026244921322, + "TN": 74306134, + "TP": 134517, + "n_pred": 206755, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5342117561924289, + "FN": 67054, + "FP": 87427, + "IoU": 0.36445356854871885, + "TN": 74276212, + "TP": 88587, + "n_pred": 176014, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 5675, + "IoU": 0.0, + "TN": 74500327, + "TP": 0, + "n_pred": 5675, + "n_ref": 13278 + }, + "5": { + "Dice": 0.27088716623600345, + "FN": 8267, + "FP": 1891, + "IoU": 0.15666251556662517, + "TN": 74507235, + "TP": 1887, + "n_pred": 3778, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9229005332526153, + "FN": 133286, + "FP": 112766, + "IoU": 0.856838724504787, + "TN": 72800575, + "TP": 1472653, + "n_pred": 1585419, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4264895298896772, + "FN": 117689, + "FP": 15444, + "IoU": 0.2710433378049114, + "TN": 74336645, + "TP": 49502, + "n_pred": 64946, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9445198262596554, + "FN": 2078, + "FP": 5241, + "IoU": 0.8948721631715024, + "TN": 74449660, + "TP": 62301, + "n_pred": 67542, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8397804069356621, + "FN": 23333, + "FP": 3196, + "IoU": 0.723811605971641, + "TN": 74423226, + "TP": 69525, + "n_pred": 72721, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8771105547743978, + "FN": 52742, + "FP": 11758, + "IoU": 0.78111924419966, + "TN": 65756499, + "TP": 230181, + "n_pred": 241939, + "n_ref": 282923 + }, + "10": { + "Dice": 0.26197164906842324, + "FN": 67307, + "FP": 24117, + "IoU": 0.15072921504876916, + "TN": 65943530, + "TP": 16226, + "n_pred": 40343, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.626959975242418, + "FN": 23315, + "FP": 5615, + "IoU": 0.4566217764504799, + "TN": 65997939, + "TP": 24311, + "n_pred": 29926, + "n_ref": 47626 + }, + "14": { + "Dice": 0.3652889211474456, + "FN": 2805, + "FP": 191329, + "IoU": 0.2234577876623013, + "TN": 65801182, + "TP": 55864, + "n_pred": 247193, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6814570899362009, + "FN": 8040, + "FP": 7438, + "IoU": 0.5168258725104576, + "TN": 66019146, + "TP": 16556, + "n_pred": 23994, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6341253428244296, + "FN": 72504, + "FP": 9940, + "IoU": 0.4642632026980486, + "TN": 65897291, + "TP": 71445, + "n_pred": 81385, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7537432249322493, + "FN": 23324, + "FP": 63910, + "IoU": 0.6048057190230909, + "TN": 65830443, + "TP": 133503, + "n_pred": 197413, + "n_ref": 156827 + }, + "4": { + "Dice": 0.820282752120641, + "FN": 7770, + "FP": 1764, + "IoU": 0.6953214879202352, + "TN": 66019888, + "TP": 21758, + "n_pred": 23522, + "n_ref": 29528 + }, + "5": { + "Dice": 0.014864071973401134, + "FN": 9903, + "FP": 171, + "IoU": 0.00748768472906404, + "TN": 66041030, + "TP": 76, + "n_pred": 247, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8880477522166753, + "FN": 44306, + "FP": 202573, + "IoU": 0.798638389361591, + "TN": 64825132, + "TP": 979169, + "n_pred": 1181742, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.46595422232638073, + "FN": 678298, + "FP": 5334, + "IoU": 0.3037420584886329, + "TN": 65069314, + "TP": 298234, + "n_pred": 303568, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8539577928906962, + "FN": 8218, + "FP": 16778, + "IoU": 0.74513642481341, + "TN": 65953104, + "TP": 73080, + "n_pred": 89858, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8125557018225228, + "FN": 20396, + "FP": 2529, + "IoU": 0.684289530944446, + "TN": 65978566, + "TP": 49689, + "n_pred": 52218, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654760537498565, + "FN": 6534, + "FP": 3987, + "IoU": 0.9332563612949065, + "TN": 113314907, + "TP": 147112, + "n_pred": 151099, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6980218577172087, + "FN": 6605, + "FP": 57389, + "IoU": 0.5361240984378964, + "TN": 113334585, + "TP": 73961, + "n_pred": 131350, + "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": 0.07132735002361833, + "FN": 3932, + "FP": 0, + "IoU": 0.0369826108253735, + "TN": 113468457, + "TP": 151, + "n_pred": 151, + "n_ref": 4083 + }, + "13": { + "Dice": 0.35476976879735767, + "FN": 54964, + "FP": 24740, + "IoU": 0.2156353330184223, + "TN": 113370924, + "TP": 21912, + "n_pred": 46652, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9362825461421876, + "FN": 29155, + "FP": 2754, + "IoU": 0.8801985365066135, + "TN": 113206191, + "TP": 234440, + "n_pred": 237194, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4419762868219248, + "FN": 6264, + "FP": 33176, + "IoU": 0.2836775095806317, + "TN": 113417481, + "TP": 15619, + "n_pred": 48795, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8965084393702788, + "FN": 7102, + "FP": 20600, + "IoU": 0.8124289041763718, + "TN": 113324852, + "TP": 119986, + "n_pred": 140586, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9190138275009123, + "FN": 6981, + "FP": 12991, + "IoU": 0.8501624265704361, + "TN": 113339249, + "TP": 113319, + "n_pred": 126310, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7255032012669708, + "FN": 4293, + "FP": 15986, + "IoU": 0.5692467819363609, + "TN": 113425462, + "TP": 26799, + "n_pred": 42785, + "n_ref": 31092 + }, + "5": { + "Dice": 0.19989100817438693, + "FN": 29158, + "FP": 206, + "IoU": 0.11104383627997094, + "TN": 113439508, + "TP": 3668, + "n_pred": 3874, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9468842877632832, + "FN": 68535, + "FP": 52080, + "IoU": 0.8991265411397116, + "TN": 112276834, + "TP": 1075091, + "n_pred": 1127171, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6010524934765813, + "FN": 114945, + "FP": 21892, + "IoU": 0.42964620950666066, + "TN": 113232624, + "TP": 103079, + "n_pred": 124971, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6913076248544623, + "FN": 96714, + "FP": 8543, + "IoU": 0.528243029441952, + "TN": 113249423, + "TP": 117860, + "n_pred": 126403, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8096444227959084, + "FN": 31440, + "FP": 3732, + "IoU": 0.680170226696129, + "TN": 113362569, + "TP": 74799, + "n_pred": 78531, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.760017647418743, + "FN": 9185, + "FP": 65336, + "IoU": 0.6129261806320251, + "TN": 75004204, + "TP": 118003, + "n_pred": 183339, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6108143291914175, + "FN": 47973, + "FP": 18396, + "IoU": 0.4396923622426151, + "TN": 75078277, + "TP": 52082, + "n_pred": 70478, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4350034160783421, + "FN": 36159, + "FP": 13459, + "IoU": 0.27795806108936394, + "TN": 75128009, + "TP": 19101, + "n_pred": 32560, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9304513018393503, + "FN": 7426, + "FP": 11355, + "IoU": 0.8699475801704857, + "TN": 75052317, + "TP": 125630, + "n_pred": 136985, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6684439541582399, + "FN": 30184, + "FP": 13096, + "IoU": 0.5020021171813872, + "TN": 75109820, + "TP": 43628, + "n_pred": 56724, + "n_ref": 73812 + }, + "2": { + "Dice": 0.820663509293509, + "FN": 39485, + "FP": 7204, + "IoU": 0.6958688345188775, + "TN": 75043212, + "TP": 106827, + "n_pred": 114031, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8457376580803296, + "FN": 6909, + "FP": 44384, + "IoU": 0.7327083517892224, + "TN": 75004829, + "TP": 140606, + "n_pred": 184990, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8821492537313432, + "FN": 2799, + "FP": 3123, + "IoU": 0.7891476180303354, + "TN": 75168642, + "TP": 22164, + "n_pred": 25287, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 5, + "IoU": 0.0, + "TN": 75189022, + "TP": 0, + "n_pred": 5, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8864374747839382, + "FN": 45929, + "FP": 264255, + "IoU": 0.7960374516122881, + "TN": 73675939, + "TP": 1210605, + "n_pred": 1474860, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8100438979388401, + "FN": 20983, + "FP": 40377, + "IoU": 0.6807342695547658, + "TN": 75004537, + "TP": 130831, + "n_pred": 171208, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8076388476388476, + "FN": 16756, + "FP": 15628, + "IoU": 0.6773441469805813, + "TN": 75096361, + "TP": 67983, + "n_pred": 83611, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7095866908548848, + "FN": 26775, + "FP": 14527, + "IoU": 0.5498910200523104, + "TN": 75104968, + "TP": 50458, + "n_pred": 64985, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537367567735358, + "FN": 16137, + "FP": 3238, + "IoU": 0.91156481215225, + "TN": 86708785, + "TP": 199712, + "n_pred": 202950, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6818520460252201, + "FN": 19406, + "FP": 26714, + "IoU": 0.5172803583764208, + "TN": 86832330, + "TP": 49422, + "n_pred": 76136, + "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": 0.08456742010911925, + "FN": 4698, + "FP": 0, + "IoU": 0.044150559511698884, + "TN": 86922957, + "TP": 217, + "n_pred": 217, + "n_ref": 4915 + }, + "13": { + "Dice": 0.49888405522980894, + "FN": 28985, + "FP": 24003, + "IoU": 0.33234211985283, + "TN": 86848508, + "TP": 26376, + "n_pred": 50379, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5968073016236598, + "FN": 15535, + "FP": 75997, + "IoU": 0.42532098571652804, + "TN": 86768597, + "TP": 67743, + "n_pred": 143740, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7096671093033609, + "FN": 69396, + "FP": 6909, + "IoU": 0.5499876151496208, + "TN": 86758310, + "TP": 93257, + "n_pred": 100166, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8507565820778802, + "FN": 21414, + "FP": 14655, + "IoU": 0.740275357518326, + "TN": 86788998, + "TP": 102805, + "n_pred": 117460, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8634457112830861, + "FN": 31499, + "FP": 12420, + "IoU": 0.7597047671676579, + "TN": 86745101, + "TP": 138852, + "n_pred": 151272, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5186080117499349, + "FN": 5576, + "FP": 14745, + "IoU": 0.3500815556337353, + "TN": 86896605, + "TP": 10946, + "n_pred": 25691, + "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": 0.8458431417474437, + "FN": 29889, + "FP": 387261, + "IoU": 0.7328667119199784, + "TN": 85366292, + "TP": 1144430, + "n_pred": 1531691, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.46852378696780456, + "FN": 700753, + "FP": 30807, + "IoU": 0.30592952275776225, + "TN": 85873858, + "TP": 322454, + "n_pred": 353261, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9421473746961131, + "FN": 3814, + "FP": 2397, + "IoU": 0.8906225235537554, + "TN": 86871087, + "TP": 50574, + "n_pred": 52971, + "n_ref": 54388 + }, + "9": { + "Dice": 0.754088907006572, + "FN": 12838, + "FP": 11895, + "IoU": 0.6052509775756125, + "TN": 86865217, + "TP": 37922, + "n_pred": 49817, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45651845916051137, + "FN": 20384, + "FP": 141711, + "IoU": 0.2957718943060467, + "TN": 37519426, + "TP": 68079, + "n_pred": 209790, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5539618587160892, + "FN": 28308, + "FP": 21510, + "IoU": 0.3830893825692845, + "TN": 37668846, + "TP": 30936, + "n_pred": 52446, + "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": 0.38341058290400953, + "FN": 33759, + "FP": 2026, + "IoU": 0.23717251817271, + "TN": 37702689, + "TP": 11126, + "n_pred": 13152, + "n_ref": 44885 + }, + "14": { + "Dice": 0.30685869609894795, + "FN": 14420, + "FP": 373439, + "IoU": 0.18123631819266095, + "TN": 37275887, + "TP": 85854, + "n_pred": 459293, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15614, + "IoU": 0.0, + "TN": 37733986, + "TP": 0, + "n_pred": 15614, + "n_ref": 0 + }, + "2": { + "Dice": 0.43746054948340585, + "FN": 67312, + "FP": 17353, + "IoU": 0.2799676829527576, + "TN": 37632015, + "TP": 32920, + "n_pred": 50273, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6586623419691002, + "FN": 16203, + "FP": 58936, + "IoU": 0.49104887052528196, + "TN": 37601965, + "TP": 72496, + "n_pred": 131432, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 1504, + "IoU": 0.0, + "TN": 37736402, + "TP": 0, + "n_pred": 1504, + "n_ref": 11694 + }, + "5": { + "Dice": 0.19360057522919288, + "FN": 8972, + "FP": 0, + "IoU": 0.10717484326798686, + "TN": 37739551, + "TP": 1077, + "n_pred": 1077, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7799295092135529, + "FN": 259676, + "FP": 12810, + "IoU": 0.6392495475493525, + "TN": 36994269, + "TP": 482845, + "n_pred": 495655, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6846696529943869, + "FN": 152016, + "FP": 26011, + "IoU": 0.5205305682736332, + "TN": 37378300, + "TP": 193273, + "n_pred": 219284, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8682411288894137, + "FN": 4559, + "FP": 17757, + "IoU": 0.7671608776853813, + "TN": 37653757, + "TP": 73527, + "n_pred": 91284, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8143211640410573, + "FN": 11454, + "FP": 8300, + "IoU": 0.6867974187820076, + "TN": 37686529, + "TP": 43317, + "n_pred": 51617, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8888109644639753, + "FN": 19330, + "FP": 25379, + "IoU": 0.79987377128431, + "TN": 75683284, + "TP": 178695, + "n_pred": 204074, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7908629865580297, + "FN": 28888, + "FP": 16185, + "IoU": 0.6540722662245964, + "TN": 75776392, + "TP": 85223, + "n_pred": 101408, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.578796293407382, + "FN": 22950, + "FP": 4050, + "IoU": 0.40725779895062675, + "TN": 75861137, + "TP": 18551, + "n_pred": 22601, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8923587990153902, + "FN": 4410, + "FP": 24364, + "IoU": 0.8056388641214774, + "TN": 75758644, + "TP": 119270, + "n_pred": 143634, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7413516464389133, + "FN": 70141, + "FP": 11588, + "IoU": 0.5890061702630534, + "TN": 75707831, + "TP": 117128, + "n_pred": 128716, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5476221190230478, + "FN": 116300, + "FP": 9946, + "IoU": 0.37705209243112814, + "TN": 75704029, + "TP": 76413, + "n_pred": 86359, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7229282380957113, + "FN": 32963, + "FP": 134349, + "IoU": 0.566082705499436, + "TN": 75521103, + "TP": 218273, + "n_pred": 352622, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8433592129437563, + "FN": 1717, + "FP": 8855, + "IoU": 0.7291453166632507, + "TN": 75867656, + "TP": 28460, + "n_pred": 37315, + "n_ref": 30177 + }, + "5": { + "Dice": 0.3201676608092858, + "FN": 7643, + "FP": 791, + "IoU": 0.190595009596929, + "TN": 75896268, + "TP": 1986, + "n_pred": 2777, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9485601020326506, + "FN": 88962, + "FP": 86523, + "IoU": 0.9021534220514299, + "TN": 74113217, + "TP": 1617986, + "n_pred": 1704509, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8116908863197246, + "FN": 80276, + "FP": 9487, + "IoU": 0.6830637558655608, + "TN": 75623467, + "TP": 193458, + "n_pred": 202945, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9317979534410605, + "FN": 7471, + "FP": 4866, + "IoU": 0.8723049693105482, + "TN": 75810075, + "TP": 84276, + "n_pred": 89142, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7903058430140383, + "FN": 22913, + "FP": 6185, + "IoU": 0.6533104573995305, + "TN": 75822757, + "TP": 54833, + "n_pred": 61018, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354092441912788, + "FN": 6700, + "FP": 5501, + "IoU": 0.878656177585058, + "TN": 61287201, + "TP": 88348, + "n_pred": 93849, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8067743343518115, + "FN": 8741, + "FP": 24460, + "IoU": 0.6761288812150654, + "TN": 61285237, + "TP": 69312, + "n_pred": 93772, + "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": 0.4271708683473389, + "FN": 2454, + "FP": 0, + "IoU": 0.2715939447907391, + "TN": 61384381, + "TP": 915, + "n_pred": 915, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4262617144981018, + "FN": 23399, + "FP": 19823, + "IoU": 0.27085934073349305, + "TN": 61328472, + "TP": 16056, + "n_pred": 35879, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8096778657037998, + "FN": 5018, + "FP": 23867, + "IoU": 0.6802174322184951, + "TN": 61297423, + "TP": 61442, + "n_pred": 85309, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6595495100536749, + "FN": 14899, + "FP": 13834, + "IoU": 0.4920357111287899, + "TN": 61331185, + "TP": 27832, + "n_pred": 41666, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8588540680853365, + "FN": 6112, + "FP": 35648, + "IoU": 0.7526242210269413, + "TN": 61218938, + "TP": 127052, + "n_pred": 162700, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8549009700513819, + "FN": 18567, + "FP": 20488, + "IoU": 0.746573831339061, + "TN": 61233642, + "TP": 115053, + "n_pred": 135541, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6870522685062351, + "FN": 8618, + "FP": 818, + "IoU": 0.523289885823987, + "TN": 61367956, + "TP": 10358, + "n_pred": 11176, + "n_ref": 18976 + }, + "5": { + "Dice": 0.05045759821832481, + "FN": 26970, + "FP": 317, + "IoU": 0.025881764957875197, + "TN": 61359738, + "TP": 725, + "n_pred": 1042, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9517116614223999, + "FN": 60386, + "FP": 34424, + "IoU": 0.9078720294778411, + "TN": 60358638, + "TP": 934302, + "n_pred": 968726, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5803584564717954, + "FN": 103214, + "FP": 8025, + "IoU": 0.4088063350340136, + "TN": 61199590, + "TP": 76921, + "n_pred": 84946, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6992120665807464, + "FN": 105527, + "FP": 15600, + "IoU": 0.5375296377041231, + "TN": 61125837, + "TP": 140786, + "n_pred": 156386, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8228044423518985, + "FN": 20299, + "FP": 5293, + "IoU": 0.6989530643453711, + "TN": 61302740, + "TP": 59418, + "n_pred": 64711, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9469728067042322, + "FN": 7878, + "FP": 12016, + "IoU": 0.8992861843770567, + "TN": 39551270, + "TP": 177636, + "n_pred": 189652, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4193965646903107, + "FN": 30919, + "FP": 26984, + "IoU": 0.2653395249695493, + "TN": 39669984, + "TP": 20913, + "n_pred": 47897, + "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": 0.29262274858129783, + "FN": 2867, + "FP": 0, + "IoU": 0.17138728323699423, + "TN": 39745340, + "TP": 593, + "n_pred": 593, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5915515241008332, + "FN": 21377, + "FP": 9603, + "IoU": 0.42000224660201446, + "TN": 39695386, + "TP": 22434, + "n_pred": 32037, + "n_ref": 43811 + }, + "14": { + "Dice": 0.13030802717498846, + "FN": 23455, + "FP": 108399, + "IoU": 0.06969491716761211, + "TN": 39607068, + "TP": 9878, + "n_pred": 118277, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7284087831211649, + "FN": 12721, + "FP": 16358, + "IoU": 0.572832505802509, + "TN": 39680726, + "TP": 38995, + "n_pred": 55353, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7259961147391916, + "FN": 47588, + "FP": 5446, + "IoU": 0.5698539252025663, + "TN": 39625507, + "TP": 70259, + "n_pred": 75705, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8217675307827116, + "FN": 7904, + "FP": 46913, + "IoU": 0.6974578890434245, + "TN": 39567612, + "TP": 126371, + "n_pred": 173284, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8369643730922478, + "FN": 5813, + "FP": 1184, + "IoU": 0.7196377769763994, + "TN": 39723843, + "TP": 17960, + "n_pred": 19144, + "n_ref": 23773 + }, + "5": { + "Dice": 0.5842212894198687, + "FN": 3810, + "FP": 53, + "IoU": 0.41265014444275505, + "TN": 39742223, + "TP": 2714, + "n_pred": 2767, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9226786120867019, + "FN": 32383, + "FP": 117719, + "IoU": 0.8564562278614654, + "TN": 38703112, + "TP": 895586, + "n_pred": 1013305, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4093019836288721, + "FN": 542794, + "FP": 3555, + "IoU": 0.2573096712364148, + "TN": 39013165, + "TP": 189286, + "n_pred": 192841, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8728426008283694, + "FN": 959, + "FP": 13194, + "IoU": 0.7743750797092208, + "TN": 39686072, + "TP": 48575, + "n_pred": 61769, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7548799960390647, + "FN": 11136, + "FP": 8667, + "IoU": 0.6062708764116431, + "TN": 39698504, + "TP": 30493, + "n_pred": 39160, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7456071829405163, + "FN": 13914, + "FP": 42752, + "IoU": 0.5943968849314284, + "TN": 101256900, + "TP": 83042, + "n_pred": 125794, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5179498170573016, + "FN": 48558, + "FP": 14418, + "IoU": 0.34948196965158196, + "TN": 101299799, + "TP": 33833, + "n_pred": 48251, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5868759392219068, + "FN": 23584, + "FP": 13529, + "IoU": 0.4153039039606768, + "TN": 101333134, + "TP": 26361, + "n_pred": 39890, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9660947292715504, + "FN": 6307, + "FP": 5573, + "IoU": 0.9344131968597834, + "TN": 101215474, + "TP": 169254, + "n_pred": 174827, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6474574943195174, + "FN": 10347, + "FP": 7651, + "IoU": 0.4786965966690804, + "TN": 101362083, + "TP": 16527, + "n_pred": 24178, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7636032112498689, + "FN": 65317, + "FP": 6767, + "IoU": 0.6176036837023755, + "TN": 101208102, + "TP": 116422, + "n_pred": 123189, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8357079148408113, + "FN": 5548, + "FP": 58001, + "IoU": 0.717782011484299, + "TN": 101171431, + "TP": 161628, + "n_pred": 219629, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8021025203288558, + "FN": 1219, + "FP": 3186, + "IoU": 0.6695919591959196, + "TN": 101383276, + "TP": 8927, + "n_pred": 12113, + "n_ref": 10146 + }, + "5": { + "Dice": 0.21852294674882736, + "FN": 33764, + "FP": 224, + "IoU": 0.12266391326794011, + "TN": 101357868, + "TP": 4752, + "n_pred": 4976, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9193039468255593, + "FN": 96980, + "FP": 207360, + "IoU": 0.8506591137491364, + "TN": 99358720, + "TP": 1733548, + "n_pred": 1940908, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6761057148340874, + "FN": 209149, + "FP": 32172, + "IoU": 0.5106946396021014, + "TN": 100903417, + "TP": 251870, + "n_pred": 284042, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6410655324331782, + "FN": 120976, + "FP": 29910, + "IoU": 0.47174131478246256, + "TN": 101110979, + "TP": 134743, + "n_pred": 164653, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9134756376745238, + "FN": 7813, + "FP": 7116, + "IoU": 0.840731850429402, + "TN": 101302873, + "TP": 78806, + "n_pred": 85922, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8240886203423968, + "FN": 53331, + "FP": 16541, + "IoU": 0.7008084406686763, + "TN": 73649968, + "TP": 163664, + "n_pred": 180205, + "n_ref": 216995 + }, + "10": { + "Dice": 0.06489325760328418, + "FN": 70751, + "FP": 75942, + "IoU": 0.033534717326709845, + "TN": 73731721, + "TP": 5090, + "n_pred": 81032, + "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": 15181, + "IoU": 0.0, + "TN": 73807084, + "TP": 0, + "n_pred": 15181, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6295930094678658, + "FN": 14861, + "FP": 86662, + "IoU": 0.45942045962812295, + "TN": 73695700, + "TP": 86281, + "n_pred": 172943, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8597327914856261, + "FN": 47853, + "FP": 9029, + "IoU": 0.7539748447258698, + "TN": 73652300, + "TP": 174322, + "n_pred": 183351, + "n_ref": 222175 + }, + "2": { + "Dice": 0.10836794742790651, + "FN": 179688, + "FP": 7281, + "IoU": 0.05728806893526479, + "TN": 73685173, + "TP": 11362, + "n_pred": 18643, + "n_ref": 191050 + }, + "3": { + "Dice": 0.564185287127705, + "FN": 43433, + "FP": 179189, + "IoU": 0.3929373909249564, + "TN": 73516784, + "TP": 144098, + "n_pred": 323287, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 36551, + "IoU": 0.0, + "TN": 73799065, + "TP": 0, + "n_pred": 36551, + "n_ref": 47888 + }, + "5": { + "Dice": 0.00013219644391565866, + "FN": 15127, + "FP": 0, + "IoU": 6.610259122157589e-05, + "TN": 73868376, + "TP": 1, + "n_pred": 1, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5570299037739015, + "FN": 746907, + "FP": 771074, + "IoU": 0.3860301091690958, + "TN": 71411101, + "TP": 954422, + "n_pred": 1725496, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.21464743648481072, + "FN": 137461, + "FP": 119665, + "IoU": 0.12022691812881504, + "TN": 73591240, + "TP": 35138, + "n_pred": 154803, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7107774897901108, + "FN": 33239, + "FP": 4366, + "IoU": 0.5513225871881451, + "TN": 73799691, + "TP": 46208, + "n_pred": 50574, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7516571116571117, + "FN": 21348, + "FP": 24136, + "IoU": 0.6021239185772894, + "TN": 73769187, + "TP": 68833, + "n_pred": 92969, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494153185205075, + "FN": 10549, + "FP": 8290, + "IoU": 0.9037018483683651, + "TN": 69300144, + "TP": 176793, + "n_pred": 185083, + "n_ref": 187342 + }, + "10": { + "Dice": 0.4184791071892032, + "FN": 43287, + "FP": 23931, + "IoU": 0.26460548772482606, + "TN": 69404372, + "TP": 24186, + "n_pred": 48117, + "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": 0.13656517883535324, + "FN": 2921, + "FP": 0, + "IoU": 0.07328680203045686, + "TN": 69492624, + "TP": 231, + "n_pred": 231, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5874308439406442, + "FN": 34391, + "FP": 26609, + "IoU": 0.41585988298045523, + "TN": 69391349, + "TP": 43427, + "n_pred": 70036, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8972813805382456, + "FN": 20005, + "FP": 9995, + "IoU": 0.8136993106874495, + "TN": 69334746, + "TP": 131030, + "n_pred": 141025, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4831685173572839, + "FN": 31969, + "FP": 100728, + "IoU": 0.31853803331895403, + "TN": 69301052, + "TP": 62027, + "n_pred": 162755, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8756850639636287, + "FN": 30154, + "FP": 3916, + "IoU": 0.7788610076201109, + "TN": 69341710, + "TP": 119996, + "n_pred": 123912, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8927790916563567, + "FN": 13453, + "FP": 24766, + "IoU": 0.806324270909874, + "TN": 69298441, + "TP": 159116, + "n_pred": 183882, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6553844299104855, + "FN": 15374, + "FP": 7494, + "IoU": 0.48741398247147694, + "TN": 69451163, + "TP": 21745, + "n_pred": 29239, + "n_ref": 37119 + }, + "5": { + "Dice": 0.4924892287388891, + "FN": 12749, + "FP": 326, + "IoU": 0.32669035480714764, + "TN": 69476357, + "TP": 6344, + "n_pred": 6670, + "n_ref": 19093 + }, + "6": { + "Dice": 0.903420720152681, + "FN": 116445, + "FP": 168610, + "IoU": 0.8238535386866582, + "TN": 67877492, + "TP": 1333229, + "n_pred": 1501839, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7833748134846088, + "FN": 43400, + "FP": 105699, + "IoU": 0.6438916620888964, + "TN": 69077086, + "TP": 269591, + "n_pred": 375290, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8358843966973692, + "FN": 14224, + "FP": 15015, + "IoU": 0.7180424300867888, + "TN": 69392076, + "TP": 74461, + "n_pred": 89476, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7755821482529557, + "FN": 15687, + "FP": 21745, + "IoU": 0.6334293045028105, + "TN": 69393662, + "TP": 64682, + "n_pred": 86427, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8888714204464009, + "FN": 10181, + "FP": 37885, + "IoU": 0.7999717015680661, + "TN": 50593256, + "TP": 192230, + "n_pred": 230115, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7346938775510204, + "FN": 23604, + "FP": 14122, + "IoU": 0.5806451612903226, + "TN": 50743590, + "TP": 52236, + "n_pred": 66358, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.606765574025167, + "FN": 17017, + "FP": 23483, + "IoU": 0.4355085997825663, + "TN": 50761806, + "TP": 31246, + "n_pred": 54729, + "n_ref": 48263 + }, + "14": { + "Dice": 0.46378599035914364, + "FN": 24038, + "FP": 37699, + "IoU": 0.30190194038626805, + "TN": 50745116, + "TP": 26699, + "n_pred": 64398, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4639846649136173, + "FN": 6436, + "FP": 58997, + "IoU": 0.30207033374932, + "TN": 50739799, + "TP": 28320, + "n_pred": 87317, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8885365138134401, + "FN": 36401, + "FP": 7673, + "IoU": 0.7994293333576041, + "TN": 50613809, + "TP": 175669, + "n_pred": 183342, + "n_ref": 212070 + }, + "3": { + "Dice": 0.898674907524465, + "FN": 11205, + "FP": 32075, + "IoU": 0.815994217932911, + "TN": 50598342, + "TP": 191930, + "n_pred": 224005, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7581061972792432, + "FN": 2417, + "FP": 7505, + "IoU": 0.6104436592069101, + "TN": 50808082, + "TP": 15548, + "n_pred": 23053, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7209575217085191, + "FN": 5164, + "FP": 781, + "IoU": 0.5636697247706423, + "TN": 50819927, + "TP": 7680, + "n_pred": 8461, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8878177877505012, + "FN": 83914, + "FP": 449934, + "IoU": 0.7982664872465474, + "TN": 48187249, + "TP": 2112455, + "n_pred": 2562389, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.656466836184976, + "FN": 60811, + "FP": 114551, + "IoU": 0.48861230512606657, + "TN": 50490638, + "TP": 167552, + "n_pred": 282103, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9195408843527731, + "FN": 6026, + "FP": 10931, + "IoU": 0.8510649510342102, + "TN": 50719697, + "TP": 96898, + "n_pred": 107829, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7341924424462054, + "FN": 41879, + "FP": 11152, + "IoU": 0.5800190068899976, + "TN": 50707282, + "TP": 73239, + "n_pred": 84391, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485519008970525, + "FN": 17654, + "FP": 3423, + "IoU": 0.9021385855434217, + "TN": 76669484, + "TP": 194299, + "n_pred": 197722, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6539183565672355, + "FN": 19153, + "FP": 29332, + "IoU": 0.4857939782163727, + "TN": 76790569, + "TP": 45806, + "n_pred": 75138, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.482880130108547, + "FN": 23187, + "FP": 18784, + "IoU": 0.31828739422093005, + "TN": 76823293, + "TP": 19596, + "n_pred": 38380, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8073469114894376, + "FN": 9048, + "FP": 25534, + "IoU": 0.6769335687527442, + "TN": 76777817, + "TP": 72461, + "n_pred": 97995, + "n_ref": 81509 + }, + "15": { + "Dice": 0.04076133301497425, + "FN": 38820, + "FP": 17424, + "IoU": 0.020804679747210085, + "TN": 76827421, + "TP": 1195, + "n_pred": 18619, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8422211170055998, + "FN": 12452, + "FP": 21810, + "IoU": 0.7274455678681379, + "TN": 76759153, + "TP": 91445, + "n_pred": 113255, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8703815066608229, + "FN": 12016, + "FP": 13418, + "IoU": 0.7705092575883351, + "TN": 76774032, + "TP": 85394, + "n_pred": 98812, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8572611980039841, + "FN": 3150, + "FP": 4087, + "IoU": 0.7501812282094653, + "TN": 76855891, + "TP": 21732, + "n_pred": 25819, + "n_ref": 24882 + }, + "5": { + "Dice": 0.18904452795809135, + "FN": 14095, + "FP": 147, + "IoU": 0.104389384983021, + "TN": 76868958, + "TP": 1660, + "n_pred": 1807, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9353611617775394, + "FN": 30810, + "FP": 121255, + "IoU": 0.8785713316069086, + "TN": 75632561, + "TP": 1100234, + "n_pred": 1221489, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7350969366985548, + "FN": 45587, + "FP": 37707, + "IoU": 0.581148831104831, + "TN": 76685997, + "TP": 115569, + "n_pred": 153276, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9261475733263186, + "FN": 6891, + "FP": 4339, + "IoU": 0.8624533039377794, + "TN": 76803215, + "TP": 70415, + "n_pred": 74754, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7751807518590393, + "FN": 24060, + "FP": 15213, + "IoU": 0.632893998878295, + "TN": 76777880, + "TP": 67707, + "n_pred": 82920, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7432286023835319, + "FN": 32306, + "FP": 31447, + "IoU": 0.5913793103448276, + "TN": 130843912, + "TP": 92267, + "n_pred": 123714, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5705322221761543, + "FN": 16281, + "FP": 45869, + "IoU": 0.39912212854822493, + "TN": 130896500, + "TP": 41282, + "n_pred": 87151, + "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": 0.17723414877683474, + "FN": 6592, + "FP": 0, + "IoU": 0.09723363462065188, + "TN": 130992630, + "TP": 710, + "n_pred": 710, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2465696383248731, + "FN": 65982, + "FP": 10012, + "IoU": 0.14062128939601262, + "TN": 130911503, + "TP": 12435, + "n_pred": 22447, + "n_ref": 78417 + }, + "14": { + "Dice": 0.3932435484368882, + "FN": 704095, + "FP": 42787, + "IoU": 0.2447437183490543, + "TN": 130011020, + "TP": 242030, + "n_pred": 284817, + "n_ref": 946125 + }, + "15": { + "Dice": 0.04924948022449495, + "FN": 23261, + "FP": 55850, + "IoU": 0.025246426811237063, + "TN": 130918772, + "TP": 2049, + "n_pred": 57899, + "n_ref": 25310 + }, + "2": { + "Dice": 0.48220723181123004, + "FN": 148229, + "FP": 3447, + "IoU": 0.3177029446428732, + "TN": 130777630, + "TP": 70626, + "n_pred": 74073, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7396834676833085, + "FN": 41389, + "FP": 128700, + "IoU": 0.5869029316973534, + "TN": 130588191, + "TP": 241652, + "n_pred": 370352, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 16558, + "IoU": 0.0, + "TN": 130981094, + "TP": 0, + "n_pred": 16558, + "n_ref": 2280 + }, + "5": { + "Dice": 0.01107401677387835, + "FN": 23583, + "FP": 707, + "IoU": 0.005567837550151478, + "TN": 130975506, + "TP": 136, + "n_pred": 843, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8520826247661536, + "FN": 91336, + "FP": 388367, + "IoU": 0.7422856759116244, + "TN": 129138557, + "TP": 1381672, + "n_pred": 1770039, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4590022837076395, + "FN": 124073, + "FP": 64495, + "IoU": 0.2978604568032708, + "TN": 130731370, + "TP": 79994, + "n_pred": 144489, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8654008494184852, + "FN": 27096, + "FP": 3677, + "IoU": 0.7627370855821126, + "TN": 130870232, + "TP": 98927, + "n_pred": 102604, + "n_ref": 126023 + }, + "9": { + "Dice": 0.610369147026854, + "FN": 21000, + "FP": 25241, + "IoU": 0.4392311423720592, + "TN": 130917472, + "TP": 36219, + "n_pred": 61460, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9135245102137503, + "FN": 8247, + "FP": 1062, + "IoU": 0.8408146514133279, + "TN": 74368219, + "TP": 49170, + "n_pred": 50232, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6306224891349891, + "FN": 40395, + "FP": 4566, + "IoU": 0.46051763237782123, + "TN": 74343357, + "TP": 38380, + "n_pred": 42946, + "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": 0.015347334410339256, + "FN": 2438, + "FP": 0, + "IoU": 0.007733007733007733, + "TN": 74424241, + "TP": 19, + "n_pred": 19, + "n_ref": 2457 + }, + "13": { + "Dice": 0.41450078253410083, + "FN": 71678, + "FP": 17733, + "IoU": 0.2614323475962333, + "TN": 74305638, + "TP": 31649, + "n_pred": 49382, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8893614475848661, + "FN": 22216, + "FP": 14776, + "IoU": 0.8007658708145052, + "TN": 74241027, + "TP": 148679, + "n_pred": 163455, + "n_ref": 170895 + }, + "15": { + "Dice": 0.12296542989821287, + "FN": 16975, + "FP": 57815, + "IoU": 0.06551047692826709, + "TN": 74346665, + "TP": 5243, + "n_pred": 63058, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7641855429573742, + "FN": 27698, + "FP": 28498, + "IoU": 0.6183659194165065, + "TN": 74279447, + "TP": 91055, + "n_pred": 119553, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8035330279799293, + "FN": 31986, + "FP": 16527, + "IoU": 0.6715881397238018, + "TN": 74278978, + "TP": 99207, + "n_pred": 115734, + "n_ref": 131193 + }, + "4": { + "Dice": 0.3848616274266832, + "FN": 23006, + "FP": 822, + "IoU": 0.23828399718688065, + "TN": 74395416, + "TP": 7454, + "n_pred": 8276, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964312199771509, + "FN": 21559, + "FP": 42541, + "IoU": 0.9310838648082604, + "TN": 73496582, + "TP": 866016, + "n_pred": 908557, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5824645090009909, + "FN": 84087, + "FP": 11147, + "IoU": 0.410899418532723, + "TN": 74265038, + "TP": 66426, + "n_pred": 77573, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8107767744701374, + "FN": 12973, + "FP": 1151, + "IoU": 0.681770047090102, + "TN": 74382315, + "TP": 30259, + "n_pred": 31410, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7091149349343598, + "FN": 9087, + "FP": 11165, + "IoU": 0.549324610009569, + "TN": 74381761, + "TP": 24685, + "n_pred": 35850, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9276738164902014, + "FN": 8188, + "FP": 12428, + "IoU": 0.8651041359951318, + "TN": 106493859, + "TP": 132213, + "n_pred": 144641, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7273301216053459, + "FN": 24460, + "FP": 31686, + "IoU": 0.5714994390554763, + "TN": 106515659, + "TP": 74883, + "n_pred": 106569, + "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": 0.014519056261343012, + "FN": 5430, + "FP": 0, + "IoU": 0.007312614259597806, + "TN": 106641218, + "TP": 40, + "n_pred": 40, + "n_ref": 5470 + }, + "13": { + "Dice": 0.4255020448025392, + "FN": 27001, + "FP": 10647, + "IoU": 0.2702461717387091, + "TN": 106595098, + "TP": 13942, + "n_pred": 24589, + "n_ref": 40943 + }, + "14": { + "Dice": 0.91753569366531, + "FN": 5894, + "FP": 5675, + "IoU": 0.847635980508363, + "TN": 106570758, + "TP": 64361, + "n_pred": 70036, + "n_ref": 70255 + }, + "15": { + "Dice": 0.12370057848723413, + "FN": 19451, + "FP": 81284, + "IoU": 0.06592795215355371, + "TN": 106538843, + "TP": 7110, + "n_pred": 88394, + "n_ref": 26561 + }, + "2": { + "Dice": 0.523459755662732, + "FN": 116939, + "FP": 10028, + "IoU": 0.3545177706264839, + "TN": 106449987, + "TP": 69734, + "n_pred": 79762, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6777690328001043, + "FN": 10124, + "FP": 123346, + "IoU": 0.512595037942141, + "TN": 106372850, + "TP": 140368, + "n_pred": 263714, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8588700080917702, + "FN": 1061, + "FP": 1904, + "IoU": 0.7526487027613248, + "TN": 106634701, + "TP": 9022, + "n_pred": 10926, + "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": 0.9560491870840775, + "FN": 75591, + "FP": 34465, + "IoU": 0.9157990733430038, + "TN": 105339624, + "TP": 1197008, + "n_pred": 1231473, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.810323818016901, + "FN": 71511, + "FP": 52703, + "IoU": 0.6811297311728586, + "TN": 106257144, + "TP": 265330, + "n_pred": 318033, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9411906620307954, + "FN": 4710, + "FP": 3578, + "IoU": 0.888914206060931, + "TN": 106572079, + "TP": 66321, + "n_pred": 69899, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8720084596770531, + "FN": 17877, + "FP": 1852, + "IoU": 0.7730629428545137, + "TN": 106559752, + "TP": 67207, + "n_pred": 69059, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8986562572842148, + "FN": 17880, + "FP": 12989, + "IoU": 0.8159634657461561, + "TN": 107959195, + "TP": 136864, + "n_pred": 149853, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8022376486643471, + "FN": 10011, + "FP": 25058, + "IoU": 0.6697803180820912, + "TN": 108020729, + "TP": 71130, + "n_pred": 96188, + "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": 0.23764132121480824, + "FN": 3438, + "FP": 1, + "IoU": 0.1348427672955975, + "TN": 108122953, + "TP": 536, + "n_pred": 537, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6329002565877897, + "FN": 38573, + "FP": 6494, + "IoU": 0.4629510462843796, + "TN": 108043012, + "TP": 38849, + "n_pred": 45343, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7311082789018108, + "FN": 12358, + "FP": 7896, + "IoU": 0.5761786185105359, + "TN": 108079139, + "TP": 27535, + "n_pred": 35431, + "n_ref": 39893 + }, + "15": { + "Dice": 0.14057470893669172, + "FN": 16334, + "FP": 116907, + "IoU": 0.07560115999944497, + "TN": 107982790, + "TP": 10897, + "n_pred": 127804, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8065157920915195, + "FN": 44463, + "FP": 25557, + "IoU": 0.6757657845384455, + "TN": 107910973, + "TP": 145935, + "n_pred": 171492, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8777076174914221, + "FN": 20022, + "FP": 30197, + "IoU": 0.7820668046677343, + "TN": 107896495, + "TP": 180214, + "n_pred": 210411, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8832816880625646, + "FN": 6372, + "FP": 747, + "IoU": 0.7909619450317125, + "TN": 108092872, + "TP": 26937, + "n_pred": 27684, + "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": 0.9629108379527445, + "FN": 72010, + "FP": 36408, + "IoU": 0.9284744968811746, + "TN": 106611133, + "TP": 1407377, + "n_pred": 1443785, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.716074408395023, + "FN": 64567, + "FP": 87545, + "IoU": 0.5577226695044617, + "TN": 107782999, + "TP": 191817, + "n_pred": 279362, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9152916292345656, + "FN": 2927, + "FP": 4522, + "IoU": 0.8438135575451324, + "TN": 108079235, + "TP": 40244, + "n_pred": 44766, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8880342656246132, + "FN": 7936, + "FP": 5631, + "IoU": 0.7986165743888138, + "TN": 108059559, + "TP": 53802, + "n_pred": 59433, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8351297341750528, + "FN": 19389, + "FP": 22110, + "IoU": 0.7169293943507296, + "TN": 62423557, + "TP": 105104, + "n_pred": 127214, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6162870206368167, + "FN": 21742, + "FP": 24835, + "IoU": 0.4453864564603898, + "TN": 62486179, + "TP": 37404, + "n_pred": 62239, + "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": 0.2265625, + "FN": 3716, + "FP": 46, + "IoU": 0.1277533039647577, + "TN": 62565847, + "TP": 551, + "n_pred": 597, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6754775425916365, + "FN": 12270, + "FP": 16017, + "IoU": 0.5099781727471157, + "TN": 62512434, + "TP": 29439, + "n_pred": 45456, + "n_ref": 41709 + }, + "14": { + "Dice": 0.932696596470987, + "FN": 40772, + "FP": 4496, + "IoU": 0.8738814037199246, + "TN": 62211228, + "TP": 313664, + "n_pred": 318160, + "n_ref": 354436 + }, + "15": { + "Dice": 0.562526078611366, + "FN": 37413, + "FP": 46463, + "IoU": 0.3913295888303508, + "TN": 62432358, + "TP": 53926, + "n_pred": 100389, + "n_ref": 91339 + }, + "2": { + "Dice": 0.545770321656303, + "FN": 101492, + "FP": 7569, + "IoU": 0.3752985720095543, + "TN": 62395579, + "TP": 65520, + "n_pred": 73089, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7684835446875578, + "FN": 15126, + "FP": 96367, + "IoU": 0.62401402869813, + "TN": 62273625, + "TP": 185042, + "n_pred": 281409, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8673778639835131, + "FN": 2015, + "FP": 4549, + "IoU": 0.7658139783795355, + "TN": 62542131, + "TP": 21465, + "n_pred": 26014, + "n_ref": 23480 + }, + "5": { + "Dice": 0.11439114391143912, + "FN": 7679, + "FP": 1, + "IoU": 0.060665362035225046, + "TN": 62561984, + "TP": 496, + "n_pred": 497, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9202693925173185, + "FN": 52782, + "FP": 190631, + "IoU": 0.8523138884270995, + "TN": 60921982, + "TP": 1404765, + "n_pred": 1595396, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6647347769687952, + "FN": 63641, + "FP": 61194, + "IoU": 0.4978297685756926, + "TN": 62321569, + "TP": 123756, + "n_pred": 184950, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9246243916202299, + "FN": 4582, + "FP": 6104, + "IoU": 0.8598152909691976, + "TN": 62493932, + "TP": 65542, + "n_pred": 71646, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7804524628304949, + "FN": 11355, + "FP": 10160, + "IoU": 0.6399524733917933, + "TN": 62510404, + "TP": 38241, + "n_pred": 48401, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6982873220032005, + "FN": 100273, + "FP": 55650, + "IoU": 0.5364373673288579, + "TN": 55044890, + "TP": 180435, + "n_pred": 236085, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8206480829839968, + "FN": 9520, + "FP": 19787, + "IoU": 0.6958466519988377, + "TN": 55284892, + "TP": 67049, + "n_pred": 86836, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5748213690718597, + "FN": 23818, + "FP": 22120, + "IoU": 0.403332857087192, + "TN": 55304257, + "TP": 31053, + "n_pred": 53173, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9038071458118406, + "FN": 4512, + "FP": 14789, + "IoU": 0.8244964764719255, + "TN": 55271273, + "TP": 90674, + "n_pred": 105463, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7821923695862945, + "FN": 9603, + "FP": 33979, + "IoU": 0.642295507148837, + "TN": 55259410, + "TP": 78256, + "n_pred": 112235, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7147261828369305, + "FN": 81203, + "FP": 9932, + "IoU": 0.5560886507549927, + "TN": 55175948, + "TP": 114165, + "n_pred": 124097, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7815823766677009, + "FN": 26449, + "FP": 61546, + "IoU": 0.6414733025037179, + "TN": 55135813, + "TP": 157440, + "n_pred": 218986, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6271233255075266, + "FN": 2868, + "FP": 2532, + "IoU": 0.456795091037119, + "TN": 55371307, + "TP": 4541, + "n_pred": 7073, + "n_ref": 7409 + }, + "5": { + "Dice": 0.020358020358020357, + "FN": 5582, + "FP": 0, + "IoU": 0.01028368794326241, + "TN": 55375608, + "TP": 58, + "n_pred": 58, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9220353789036908, + "FN": 103434, + "FP": 132543, + "IoU": 0.8553484602917342, + "TN": 53749900, + "TP": 1395371, + "n_pred": 1527914, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6763738139122124, + "FN": 76171, + "FP": 18645, + "IoU": 0.5110006291967942, + "TN": 55187350, + "TP": 99082, + "n_pred": 117727, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9159611945152024, + "FN": 4801, + "FP": 2952, + "IoU": 0.8449524038076954, + "TN": 55331244, + "TP": 42251, + "n_pred": 45203, + "n_ref": 47052 + }, + "9": { + "Dice": 0.819331418541567, + "FN": 9838, + "FP": 8278, + "IoU": 0.6939554684596412, + "TN": 55322054, + "TP": 41078, + "n_pred": 49356, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8184604283299348, + "FN": 86842, + "FP": 2722, + "IoU": 0.6927067429261548, + "TN": 110855154, + "TP": 201897, + "n_pred": 204619, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8128253777273884, + "FN": 12015, + "FP": 20343, + "IoU": 0.6846721303487726, + "TN": 111043998, + "TP": 70259, + "n_pred": 90602, + "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": 0.0821748532591906, + "FN": 2971, + "FP": 0, + "IoU": 0.0428479381443299, + "TN": 111143511, + "TP": 133, + "n_pred": 133, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5218833427716204, + "FN": 30339, + "FP": 28761, + "IoU": 0.35307317607136995, + "TN": 111055260, + "TP": 32255, + "n_pred": 61016, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7321023548932154, + "FN": 17069, + "FP": 530, + "IoU": 0.5774143975411804, + "TN": 111104969, + "TP": 24047, + "n_pred": 24577, + "n_ref": 41116 + }, + "15": { + "Dice": 0.003774197036876825, + "FN": 25015, + "FP": 159227, + "IoU": 0.001890666392185968, + "TN": 110962024, + "TP": 349, + "n_pred": 159576, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7788702120092165, + "FN": 29969, + "FP": 41530, + "IoU": 0.6378275427141533, + "TN": 110949198, + "TP": 125918, + "n_pred": 167448, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7404878943597905, + "FN": 95202, + "FP": 9487, + "IoU": 0.587916456732586, + "TN": 110892567, + "TP": 149359, + "n_pred": 158846, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8691677175283733, + "FN": 2296, + "FP": 2684, + "IoU": 0.7686088653470867, + "TN": 111125093, + "TP": 16542, + "n_pred": 19226, + "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": 0.9571756137446805, + "FN": 25027, + "FP": 116279, + "IoU": 0.9178684602704821, + "TN": 109426131, + "TP": 1579178, + "n_pred": 1695457, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.31709681664914924, + "FN": 293169, + "FP": 75232, + "IoU": 0.18842249499925098, + "TN": 110692683, + "TP": 85531, + "n_pred": 160763, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8613774760271575, + "FN": 6710, + "FP": 17056, + "IoU": 0.7565083755955125, + "TN": 111049010, + "TP": 73839, + "n_pred": 90895, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8404232508273901, + "FN": 10780, + "FP": 6337, + "IoU": 0.7247672492804426, + "TN": 111084424, + "TP": 45074, + "n_pred": 51411, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9549462987649974, + "FN": 12362, + "FP": 5550, + "IoU": 0.913777251481412, + "TN": 96913284, + "TP": 189829, + "n_pred": 195379, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7264515696719939, + "FN": 20195, + "FP": 20628, + "IoU": 0.570415346894106, + "TN": 97025996, + "TP": 54206, + "n_pred": 74834, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7321432526411376, + "FN": 18314, + "FP": 5874, + "IoU": 0.5774652808105512, + "TN": 97063780, + "TP": 33057, + "n_pred": 38931, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9244043408239137, + "FN": 10474, + "FP": 9616, + "IoU": 0.8594348005569432, + "TN": 96978102, + "TP": 122833, + "n_pred": 132449, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8637318019383456, + "FN": 6382, + "FP": 13218, + "IoU": 0.7601478272574862, + "TN": 97039308, + "TP": 62117, + "n_pred": 75335, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6628308316489225, + "FN": 76559, + "FP": 15853, + "IoU": 0.4956970646177018, + "TN": 96937778, + "TP": 90835, + "n_pred": 106688, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7983250504673807, + "FN": 22902, + "FP": 76602, + "IoU": 0.6643435904009499, + "TN": 96824579, + "TP": 196942, + "n_pred": 273544, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8395908121676698, + "FN": 1680, + "FP": 4263, + "IoU": 0.7235299590621511, + "TN": 97099529, + "TP": 15553, + "n_pred": 19816, + "n_ref": 17233 + }, + "5": { + "Dice": 0.10909363745498199, + "FN": 11731, + "FP": 143, + "IoU": 0.05769383382271248, + "TN": 97108424, + "TP": 727, + "n_pred": 870, + "n_ref": 12458 + }, + "6": { + "Dice": 0.929822416269531, + "FN": 40156, + "FP": 193439, + "IoU": 0.8688487129662329, + "TN": 95339914, + "TP": 1547516, + "n_pred": 1740955, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4977918932734449, + "FN": 207959, + "FP": 31761, + "IoU": 0.33137345687620984, + "TN": 96762499, + "TP": 118806, + "n_pred": 150567, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9433750530764098, + "FN": 6795, + "FP": 4407, + "IoU": 0.892819212553222, + "TN": 97016510, + "TP": 93313, + "n_pred": 97720, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8734762552091458, + "FN": 17054, + "FP": 5656, + "IoU": 0.7753731417097753, + "TN": 97019924, + "TP": 78391, + "n_pred": 84047, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462987376423435, + "FN": 18762, + "FP": 1483, + "IoU": 0.8980711815083149, + "TN": 78857786, + "TP": 178374, + "n_pred": 179857, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7773415086910053, + "FN": 23918, + "FP": 15664, + "IoU": 0.6357797489786153, + "TN": 78947729, + "TP": 69094, + "n_pred": 84758, + "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": 0.0026595744680851063, + "FN": 3000, + "FP": 0, + "IoU": 0.0013315579227696406, + "TN": 79053401, + "TP": 4, + "n_pred": 4, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6856905747802108, + "FN": 25815, + "FP": 10544, + "IoU": 0.521711677343822, + "TN": 78980386, + "TP": 39660, + "n_pred": 50204, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5385489606628295, + "FN": 15843, + "FP": 21918, + "IoU": 0.3685029098936384, + "TN": 78996609, + "TP": 22035, + "n_pred": 43953, + "n_ref": 37878 + }, + "15": { + "Dice": 0.07962919212033255, + "FN": 34993, + "FP": 46816, + "IoU": 0.04146552936214088, + "TN": 78971057, + "TP": 3539, + "n_pred": 50355, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8722392417008735, + "FN": 18932, + "FP": 8551, + "IoU": 0.7734257778364029, + "TN": 78935107, + "TP": 93815, + "n_pred": 102366, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8697474050100837, + "FN": 21543, + "FP": 8360, + "IoU": 0.7695159549868968, + "TN": 78926665, + "TP": 99837, + "n_pred": 108197, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6260167978308313, + "FN": 3749, + "FP": 1906, + "IoU": 0.45562187139006544, + "TN": 79046017, + "TP": 4733, + "n_pred": 6639, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 78, + "IoU": 0.0, + "TN": 79051369, + "TP": 0, + "n_pred": 78, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9626622146945379, + "FN": 47782, + "FP": 50802, + "IoU": 0.9280122910119054, + "TN": 77686949, + "TP": 1270872, + "n_pred": 1321674, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6266479791246482, + "FN": 253990, + "FP": 8130, + "IoU": 0.4562908632305599, + "TN": 78574309, + "TP": 219976, + "n_pred": 228106, + "n_ref": 473966 + }, + "8": { + "Dice": 0.884682755936162, + "FN": 4254, + "FP": 2856, + "IoU": 0.7932117616263852, + "TN": 79022022, + "TP": 27273, + "n_pred": 30129, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8944263945115046, + "FN": 10864, + "FP": 3401, + "IoU": 0.8090156911048038, + "TN": 78981713, + "TP": 60427, + "n_pred": 63828, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9338874164984019, + "FN": 14423, + "FP": 16584, + "IoU": 0.8759744805103898, + "TN": 122461935, + "TP": 218998, + "n_pred": 235582, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8164729288579822, + "FN": 22984, + "FP": 16313, + "IoU": 0.6898641769724329, + "TN": 122585231, + "TP": 87412, + "n_pred": 103725, + "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": 0.12538631346578366, + "FN": 5864, + "FP": 79, + "IoU": 0.06688648139425342, + "TN": 122705571, + "TP": 426, + "n_pred": 505, + "n_ref": 6290 + }, + "13": { + "Dice": 0.33013986714290483, + "FN": 38965, + "FP": 21236, + "IoU": 0.1977051015512554, + "TN": 122636904, + "TP": 14835, + "n_pred": 36071, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7773389131173896, + "FN": 15098, + "FP": 37949, + "IoU": 0.635776276399989, + "TN": 122566296, + "TP": 92597, + "n_pred": 130546, + "n_ref": 107695 + }, + "15": { + "Dice": 0.785809052147581, + "FN": 12294, + "FP": 8855, + "IoU": 0.6471873748832243, + "TN": 122651996, + "TP": 38795, + "n_pred": 47650, + "n_ref": 51089 + }, + "2": { + "Dice": 0.498698618045528, + "FN": 81855, + "FP": 28892, + "IoU": 0.3321775521156826, + "TN": 122546107, + "TP": 55086, + "n_pred": 83978, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7244903252580795, + "FN": 6220, + "FP": 100000, + "IoU": 0.5680006507239304, + "TN": 122466060, + "TP": 139660, + "n_pred": 239660, + "n_ref": 145880 + }, + "4": { + "Dice": 0.711643851589282, + "FN": 19701, + "FP": 17394, + "IoU": 0.5523657821380733, + "TN": 122629071, + "TP": 45774, + "n_pred": 63168, + "n_ref": 65475 + }, + "5": { + "Dice": 0.21753012668657945, + "FN": 15097, + "FP": 97, + "IoU": 0.12203859932971224, + "TN": 122694634, + "TP": 2112, + "n_pred": 2209, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9144288180826313, + "FN": 64760, + "FP": 243312, + "IoU": 0.8423480959282094, + "TN": 120757812, + "TP": 1646056, + "n_pred": 1889368, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4230334915950212, + "FN": 368422, + "FP": 171134, + "IoU": 0.2682577526791599, + "TN": 121974582, + "TP": 197802, + "n_pred": 368936, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9407001667063587, + "FN": 10050, + "FP": 5886, + "IoU": 0.8880395683453237, + "TN": 122569604, + "TP": 126400, + "n_pred": 132286, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7663707856419839, + "FN": 15691, + "FP": 20315, + "IoU": 0.6212326821724997, + "TN": 122616879, + "TP": 59055, + "n_pred": 79370, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..16fd4f5c22fc628afac4de16168b84e332783f90 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3174353886990472, + "FN": 1392.4711111111112, + "FP": 1087.3533333333335, + "IoU": 0.25692812040781654, + "TN": 257400.06444444446, + "TP": 2968.111111111111, + "n_pred": 4055.4644444444443, + "n_ref": 4360.582222222222 + }, + "mean": { + "1": { + "Dice": 0.33599131402481697, + "FN": 621.6333333333333, + "FP": 2487.5333333333333, + "IoU": 0.313656525600314, + "TN": 255359.43333333332, + "TP": 4379.4, + "n_pred": 6866.933333333333, + "n_ref": 5001.033333333334 + }, + "10": { + "Dice": 0.2534459352839472, + "FN": 2944.5666666666666, + "FP": 2097.633333333333, + "IoU": 0.17261718284814911, + "TN": 255680.6, + "TP": 2125.2, + "n_pred": 4222.833333333333, + "n_ref": 5069.766666666666 + }, + "11": { + "Dice": 0.0, + "FN": 106.56666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 262741.43333333335, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 106.56666666666666 + }, + "12": { + "Dice": 0.04708377518557794, + "FN": 155.26666666666668, + "FP": 31.833333333333332, + "IoU": 0.029004442121766397, + "TN": 262631.3, + "TP": 29.6, + "n_pred": 61.43333333333333, + "n_ref": 184.86666666666667 + }, + "13": { + "Dice": 0.3763546647221918, + "FN": 3795.5333333333333, + "FP": 1048.7, + "IoU": 0.25235176264385134, + "TN": 256025.36666666667, + "TP": 1978.4, + "n_pred": 3027.1, + "n_ref": 5773.933333333333 + }, + "14": { + "Dice": 0.519304117988887, + "FN": 298.7, + "FP": 1493.8333333333333, + "IoU": 0.43330278905408287, + "TN": 257294.06666666668, + "TP": 3761.4, + "n_pred": 5255.233333333334, + "n_ref": 4060.1 + }, + "15": { + "Dice": 0.3660328034479346, + "FN": 1596.4333333333334, + "FP": 508.5, + "IoU": 0.27072926541246767, + "TN": 258951.53333333333, + "TP": 1791.5333333333333, + "n_pred": 2300.0333333333333, + "n_ref": 3387.9666666666667 + }, + "2": { + "Dice": 0.5717066066374363, + "FN": 859.1333333333333, + "FP": 221.13333333333333, + "IoU": 0.4650539849927464, + "TN": 258567.66666666666, + "TP": 3200.0666666666666, + "n_pred": 3421.2, + "n_ref": 4059.2 + }, + "3": { + "Dice": 0.2657716173400812, + "FN": 1942.0333333333333, + "FP": 709.3333333333334, + "IoU": 0.23704613234214528, + "TN": 258041.8, + "TP": 2154.8333333333335, + "n_pred": 2864.1666666666665, + "n_ref": 4096.866666666667 + }, + "4": { + "Dice": 0.06976175763256304, + "FN": 142.53333333333333, + "FP": 554.5666666666667, + "IoU": 0.049942559540948846, + "TN": 261914.76666666666, + "TP": 236.13333333333333, + "n_pred": 790.7, + "n_ref": 378.6666666666667 + }, + "5": { + "Dice": 0.016847479259731974, + "FN": 246.96666666666667, + "FP": 8.366666666666667, + "IoU": 0.008642136964776745, + "TN": 262586.06666666665, + "TP": 6.6, + "n_pred": 14.966666666666667, + "n_ref": 253.56666666666666 + }, + "6": { + "Dice": 0.5205295540209214, + "FN": 2034.0, + "FP": 3008.6666666666665, + "IoU": 0.45480978659745397, + "TN": 244566.23333333334, + "TP": 13239.1, + "n_pred": 16247.766666666666, + "n_ref": 15273.1 + }, + "7": { + "Dice": 0.3757490642615531, + "FN": 3990.0333333333333, + "FP": 2420.866666666667, + "IoU": 0.31118034298546043, + "TN": 249540.43333333332, + "TP": 6896.666666666667, + "n_pred": 9317.533333333333, + "n_ref": 10886.7 + }, + "8": { + "Dice": 0.4978065495715828, + "FN": 365.9, + "FP": 1164.1, + "IoU": 0.42886010861100515, + "TN": 259276.73333333334, + "TP": 2041.2666666666667, + "n_pred": 3205.366666666667, + "n_ref": 2407.1666666666665 + }, + "9": { + "Dice": 0.5451455911084823, + "FN": 1787.7666666666667, + "FP": 555.2333333333333, + "IoU": 0.4267247864020794, + "TN": 257823.53333333333, + "TP": 2681.4666666666667, + "n_pred": 3236.7, + "n_ref": 4469.233333333334 + } + }, + "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": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 174917, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "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": 29782, + "IoU": 0.0, + "TN": 145450, + "TP": 0, + "n_pred": 29782, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.42487046632124353, + "FN": 823, + "FP": 1064, + "IoU": 0.26973684210526316, + "TN": 172648, + "TP": 697, + "n_pred": 1761, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5758856257482922, + "FN": 4070, + "FP": 7974, + "IoU": 0.4043815835022996, + "TN": 155011, + "TP": 8177, + "n_pred": 16151, + "n_ref": 12247 + }, + "9": { + "Dice": 0.6441410693970421, + "FN": 9029, + "FP": 355, + "IoU": 0.4750797113609666, + "TN": 157355, + "TP": 8493, + "n_pred": 8848, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7812495853732967, + "FN": 210, + "FP": 32764, + "IoU": 0.6410250827381989, + "TN": 83376, + "TP": 58882, + "n_pred": 91646, + "n_ref": 59092 + }, + "15": { + "Dice": 0.6969164715066355, + "FN": 21537, + "FP": 205, + "IoU": 0.5348210274075184, + "TN": 128493, + "TP": 24997, + "n_pred": 25202, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.46064208161737175, + "FN": 10923, + "FP": 12127, + "IoU": 0.2992430000304016, + "TN": 317571, + "TP": 9843, + "n_pred": 21970, + "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": 0.4230114603426756, + "FN": 14025, + "FP": 1230, + "IoU": 0.2682400345373435, + "TN": 329617, + "TP": 5592, + "n_pred": 6822, + "n_ref": 19617 + }, + "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": 2982, + "IoU": 0.0, + "TN": 347482, + "TP": 0, + "n_pred": 2982, + "n_ref": 0 + }, + "2": { + "Dice": 0.33476394849785407, + "FN": 511, + "FP": 109, + "IoU": 0.20103092783505155, + "TN": 349688, + "TP": 156, + "n_pred": 265, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 350364, + "TP": 0, + "n_pred": 100, + "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": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "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": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.7482324923718092, + "FN": 4396, + "FP": 2370, + "IoU": 0.5977407847800238, + "TN": 333644, + "TP": 10054, + "n_pred": 12424, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34804, + "IoU": 0.0, + "TN": 490892, + "TP": 0, + "n_pred": 34804, + "n_ref": 0 + }, + "10": { + "Dice": 0.3101970865467009, + "FN": 2654, + "FP": 5396, + "IoU": 0.18356997971602435, + "TN": 515836, + "TP": 1810, + "n_pred": 7206, + "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": 0.38268374420419593, + "FN": 25577, + "FP": 1317, + "IoU": 0.23661652001135397, + "TN": 490466, + "TP": 8336, + "n_pred": 9653, + "n_ref": 33913 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "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": 0.15295242818178598, + "FN": 23909, + "FP": 4, + "IoU": 0.0828091439091746, + "TN": 499624, + "TP": 2159, + "n_pred": 2163, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4681, + "IoU": 0.0, + "TN": 521015, + "TP": 0, + "n_pred": 4681, + "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": 7873, + "IoU": 0.0, + "TN": 517823, + "TP": 0, + "n_pred": 7873, + "n_ref": 0 + }, + "7": { + "Dice": 0.2621659396044217, + "FN": 29849, + "FP": 22414, + "IoU": 0.15085786703061024, + "TN": 464148, + "TP": 9285, + "n_pred": 31699, + "n_ref": 39134 + }, + "8": { + "Dice": 0.5570726379027854, + "FN": 766, + "FP": 45, + "IoU": 0.38607115821347465, + "TN": 524375, + "TP": 510, + "n_pred": 555, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6534782325762999, + "FN": 1446, + "FP": 3879, + "IoU": 0.4853083317224048, + "TN": 515350, + "TP": 5021, + "n_pred": 8900, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10348, + "IoU": 0.0, + "TN": 164884, + "TP": 0, + "n_pred": 10348, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9120551144876075, + "FN": 5395, + "FP": 2060, + "IoU": 0.8383284177654406, + "TN": 129120, + "TP": 38657, + "n_pred": 40717, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 897, + "IoU": 0.0, + "TN": 174335, + "TP": 0, + "n_pred": 897, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8880015849551184, + "FN": 14353, + "FP": 345, + "IoU": 0.7985637146068032, + "TN": 102266, + "TP": 58268, + "n_pred": 58613, + "n_ref": 72621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.4133465649351706, + "FN": 16144, + "FP": 19917, + "IoU": 0.26051471342151133, + "TN": 126467, + "TP": 12704, + "n_pred": 32621, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6653521571101821, + "FN": 4812, + "FP": 12160, + "IoU": 0.49852263325848006, + "TN": 141388, + "TP": 16872, + "n_pred": 29032, + "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": 2408, + "IoU": 0.0, + "TN": 172792, + "TP": 0, + "n_pred": 2408, + "n_ref": 32 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "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": 0.7122900326522369, + "FN": 3341, + "FP": 5206, + "IoU": 0.5531447691744654, + "TN": 156105, + "TP": 10580, + "n_pred": 15786, + "n_ref": 13921 + }, + "7": { + "Dice": 0.0, + "FN": 29602, + "FP": 0, + "IoU": 0.0, + "TN": 145630, + "TP": 0, + "n_pred": 0, + "n_ref": 29602 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 175127, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "9": { + "Dice": 0.7344731842759024, + "FN": 2296, + "FP": 4972, + "IoU": 0.5803695150115473, + "TN": 157912, + "TP": 10052, + "n_pred": 15024, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693415322668885, + "FN": 1190, + "FP": 211, + "IoU": 0.9405070278992739, + "TN": 151683, + "TP": 22148, + "n_pred": 22359, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 174312, + "TP": 0, + "n_pred": 920, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 174833, + "TP": 0, + "n_pred": 399, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 616, + "IoU": 0.0, + "TN": 174616, + "TP": 0, + "n_pred": 616, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.709436053761951, + "FN": 1617, + "FP": 480, + "IoU": 0.549710113807172, + "TN": 170575, + "TP": 2560, + "n_pred": 3040, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9350728725905031, + "FN": 4389, + "FP": 3897, + "IoU": 0.8780627786852677, + "TN": 107279, + "TP": 59667, + "n_pred": 63564, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8696461824953445, + "FN": 110, + "FP": 170, + "IoU": 0.7693574958813838, + "TN": 174018, + "TP": 934, + "n_pred": 1104, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7214022763348982, + "FN": 5303, + "FP": 2946, + "IoU": 0.5642136404458767, + "TN": 156303, + "TP": 10680, + "n_pred": 13626, + "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": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "13": { + "Dice": 0.4261941559141717, + "FN": 14452, + "FP": 1513, + "IoU": 0.2708047866995524, + "TN": 153338, + "TP": 5929, + "n_pred": 7442, + "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": 0.014783526927138331, + "FN": 6, + "FP": 927, + "IoU": 0.007446808510638298, + "TN": 174292, + "TP": 7, + "n_pred": 934, + "n_ref": 13 + }, + "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": 0.7302052785923754, + "FN": 283, + "FP": 1189, + "IoU": 0.5750577367205543, + "TN": 171768, + "TP": 1992, + "n_pred": 3181, + "n_ref": 2275 + }, + "8": { + "Dice": 0.2881441107116626, + "FN": 2912, + "FP": 15503, + "IoU": 0.1683226447475386, + "TN": 153090, + "TP": 3727, + "n_pred": 19230, + "n_ref": 6639 + }, + "9": { + "Dice": 0.08831066430120245, + "FN": 13839, + "FP": 36, + "IoU": 0.046195091771499275, + "TN": 160685, + "TP": 672, + "n_pred": 708, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.004020100502512563, + "FN": 1959, + "FP": 23, + "IoU": 0.002014098690835851, + "TN": 348478, + "TP": 4, + "n_pred": 27, + "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": 0.3600488201790073, + "FN": 14080, + "FP": 1650, + "IoU": 0.2195484991317291, + "TN": 330309, + "TP": 4425, + "n_pred": 6075, + "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": 0.7914347381574464, + "FN": 7022, + "FP": 322, + "IoU": 0.6548547795845474, + "TN": 329186, + "TP": 13934, + "n_pred": 14256, + "n_ref": 20956 + }, + "3": { + "Dice": 0.0009504197687311896, + "FN": 0, + "FP": 6307, + "IoU": 0.00047543581616481777, + "TN": 344154, + "TP": 3, + "n_pred": 6310, + "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": 0.9556168814047916, + "FN": 827, + "FP": 4223, + "IoU": 0.9150060589740138, + "TN": 291048, + "TP": 54366, + "n_pred": 58589, + "n_ref": 55193 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 350033, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "8": { + "Dice": 0.9594098238187139, + "FN": 265, + "FP": 1039, + "IoU": 0.9219862399042776, + "TN": 333749, + "TP": 15411, + "n_pred": 16450, + "n_ref": 15676 + }, + "9": { + "Dice": 0.8705558107487368, + "FN": 5100, + "FP": 536, + "IoU": 0.770782495526273, + "TN": 325876, + "TP": 18952, + "n_pred": 19488, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0035211267605633804, + "FN": 0, + "FP": 2830, + "IoU": 0.001763668430335097, + "TN": 522861, + "TP": 5, + "n_pred": 2835, + "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": 0, + "IoU": 0.0, + "TN": 525439, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 525320, + "TP": 0, + "n_pred": 376, + "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": 0.8861051157907017, + "FN": 4055, + "FP": 3755, + "IoU": 0.7955015579586814, + "TN": 487505, + "TP": 30381, + "n_pred": 34136, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 525556, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "5": { + "Dice": 0.05054243777919592, + "FN": 7409, + "FP": 30, + "IoU": 0.025926410894330235, + "TN": 518059, + "TP": 198, + "n_pred": 228, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8758586090069556, + "FN": 3864, + "FP": 16179, + "IoU": 0.7791356283334068, + "TN": 434948, + "TP": 70705, + "n_pred": 86884, + "n_ref": 74569 + }, + "7": { + "Dice": 0.872622539868793, + "FN": 12185, + "FP": 11697, + "IoU": 0.7740287266052268, + "TN": 420010, + "TP": 81804, + "n_pred": 93501, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9295274578963351, + "FN": 621, + "FP": 2396, + "IoU": 0.8683337697477524, + "TN": 502782, + "TP": 19897, + "n_pred": 22293, + "n_ref": 20518 + }, + "9": { + "Dice": 0.3597181931205968, + "FN": 1089, + "FP": 2001, + "IoU": 0.21930267812026275, + "TN": 521738, + "TP": 868, + "n_pred": 2869, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 3722, + "IoU": 0.0, + "TN": 171510, + "TP": 0, + "n_pred": 3722, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.709478133636807, + "FN": 24984, + "FP": 34, + "IoU": 0.5497606449987402, + "TN": 119666, + "TP": 30548, + "n_pred": 30582, + "n_ref": 55532 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3564, + "IoU": 0.0, + "TN": 171668, + "TP": 0, + "n_pred": 3564, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0173.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": 0.9424410725199968, + "FN": 3498, + "FP": 834, + "IoU": 0.891147573937734, + "TN": 310667, + "TP": 35465, + "n_pred": 36299, + "n_ref": 38963 + }, + "15": { + "Dice": 0.028826355525051476, + "FN": 0, + "FP": 1415, + "IoU": 0.014623955431754874, + "TN": 349028, + "TP": 21, + "n_pred": 1436, + "n_ref": 21 + }, + "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": 0.0, + "FN": 0, + "FP": 1384, + "IoU": 0.0, + "TN": 349080, + "TP": 0, + "n_pred": 1384, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 350120, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "10": { + "Dice": 0.3359312791062423, + "FN": 26644, + "FP": 877, + "IoU": 0.20187344121570674, + "TN": 315982, + "TP": 6961, + "n_pred": 7838, + "n_ref": 33605 + }, + "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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.4560020786419539, + "FN": 11308, + "FP": 1254, + "IoU": 0.2953385314410725, + "TN": 332637, + "TP": 5265, + "n_pred": 6519, + "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": 0.22829006266786034, + "FN": 1708, + "FP": 16, + "IoU": 0.12885295603840324, + "TN": 348485, + "TP": 255, + "n_pred": 271, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1711, + "IoU": 0.0, + "TN": 348753, + "TP": 0, + "n_pred": 1711, + "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": 211, + "IoU": 0.0, + "TN": 350253, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "6": { + "Dice": 0.8807829181494662, + "FN": 249, + "FP": 421, + "IoU": 0.7869634340222575, + "TN": 347319, + "TP": 2475, + "n_pred": 2896, + "n_ref": 2724 + }, + "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": 5838, + "IoU": 0.0, + "TN": 344626, + "TP": 0, + "n_pred": 5838, + "n_ref": 0 + }, + "9": { + "Dice": 0.476126269035533, + "FN": 12989, + "FP": 221, + "IoU": 0.3124446989017852, + "TN": 331251, + "TP": 6003, + "n_pred": 6224, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24822, + "IoU": 0.0, + "TN": 325642, + "TP": 0, + "n_pred": 24822, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "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": 217, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 217, + "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": 0.33930236896101473, + "FN": 2028, + "FP": 5056, + "IoU": 0.20431315286981916, + "TN": 341561, + "TP": 1819, + "n_pred": 6875, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 349918, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 350110, + "TP": 0, + "n_pred": 354, + "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": 0.7389151474229124, + "FN": 162, + "FP": 2158, + "IoU": 0.5859361056576834, + "TN": 344861, + "TP": 3283, + "n_pred": 5441, + "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": 0.8733851206923519, + "FN": 10522, + "FP": 1621, + "IoU": 0.7752295276173552, + "TN": 296440, + "TP": 41881, + "n_pred": 43502, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7384, + "IoU": 0.0, + "TN": 343080, + "TP": 0, + "n_pred": 7384, + "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": 0.9381788147842246, + "FN": 6290, + "FP": 1195, + "IoU": 0.8835563161169881, + "TN": 286184, + "TP": 56795, + "n_pred": 57990, + "n_ref": 63085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 350403, + "TP": 0, + "n_pred": 61, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678042054463978, + "FN": 1709, + "FP": 1093, + "IoU": 0.9376168848517232, + "TN": 130316, + "TP": 42114, + "n_pred": 43207, + "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": 0.9553811853953731, + "FN": 1351, + "FP": 190, + "IoU": 0.914573978601918, + "TN": 157193, + "TP": 16498, + "n_pred": 16688, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8488724936038555, + "FN": 9681, + "FP": 479, + "IoU": 0.7374269912647956, + "TN": 136538, + "TP": 28534, + "n_pred": 29013, + "n_ref": 38215 + }, + "10": { + "Dice": 0.13196480938416422, + "FN": 1184, + "FP": 0, + "IoU": 0.0706436420722135, + "TN": 173958, + "TP": 90, + "n_pred": 90, + "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": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 174880, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8079800498753117, + "FN": 301, + "FP": 7, + "IoU": 0.6778242677824268, + "TN": 174276, + "TP": 648, + "n_pred": 655, + "n_ref": 949 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "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": 2096, + "IoU": 0.0, + "TN": 173136, + "TP": 0, + "n_pred": 2096, + "n_ref": 0 + }, + "7": { + "Dice": 0.8162037557629597, + "FN": 6410, + "FP": 128, + "IoU": 0.6894799335074804, + "TN": 154177, + "TP": 14517, + "n_pred": 14645, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6622182146077548, + "FN": 140, + "FP": 1733, + "IoU": 0.4950121326503101, + "TN": 346755, + "TP": 1836, + "n_pred": 3569, + "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": 0.2589161269164549, + "FN": 18078, + "FP": 0, + "IoU": 0.1487097381804483, + "TN": 329228, + "TP": 3158, + "n_pred": 3158, + "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": 0.6666666666666666, + "FN": 6, + "FP": 0, + "IoU": 0.5, + "TN": 350452, + "TP": 6, + "n_pred": 6, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6130722917659289, + "FN": 1934, + "FP": 6999, + "IoU": 0.4420362273579013, + "TN": 334454, + "TP": 7077, + "n_pred": 14076, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695719288429739, + "FN": 1212, + "FP": 4879, + "IoU": 0.940940911823453, + "TN": 247330, + "TP": 97043, + "n_pred": 101922, + "n_ref": 98255 + }, + "7": { + "Dice": 0.740443558435086, + "FN": 4177, + "FP": 6239, + "IoU": 0.5878605626557987, + "TN": 325191, + "TP": 14857, + "n_pred": 21096, + "n_ref": 19034 + }, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9098862229558451, + "FN": 6063, + "FP": 1580, + "IoU": 0.8346708775876615, + "TN": 304235, + "TP": 38586, + "n_pred": 40166, + "n_ref": 44649 + }, + "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": 238, + "IoU": 0.0, + "TN": 350226, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6970489538097118, + "FN": 1561, + "FP": 10717, + "IoU": 0.534977085937204, + "TN": 324061, + "TP": 14125, + "n_pred": 24842, + "n_ref": 15686 + }, + "15": { + "Dice": 0.3763631279709199, + "FN": 10432, + "FP": 9641, + "IoU": 0.23180252583237657, + "TN": 324334, + "TP": 6057, + "n_pred": 15698, + "n_ref": 16489 + }, + "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": 2993, + "IoU": 0.0, + "TN": 347471, + "TP": 0, + "n_pred": 2993, + "n_ref": 0 + }, + "7": { + "Dice": 0.8496138996138997, + "FN": 1083, + "FP": 475, + "IoU": 0.7385467360295351, + "TN": 344505, + "TP": 4401, + "n_pred": 4876, + "n_ref": 5484 + }, + "8": { + "Dice": 0.8752739589559674, + "FN": 920, + "FP": 332, + "IoU": 0.7782108060230293, + "TN": 344819, + "TP": 4393, + "n_pred": 4725, + "n_ref": 5313 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 350065, + "TP": 0, + "n_pred": 399, + "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": 0.6950850962303166, + "FN": 3692, + "FP": 142, + "IoU": 0.5326669917113603, + "TN": 342260, + "TP": 4370, + "n_pred": 4512, + "n_ref": 8062 + }, + "15": { + "Dice": 0.728058062237066, + "FN": 15924, + "FP": 1012, + "IoU": 0.5723988183906885, + "TN": 310857, + "TP": 22671, + "n_pred": 23683, + "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": 8161, + "IoU": 0.0, + "TN": 342303, + "TP": 0, + "n_pred": 8161, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 350279, + "TP": 0, + "n_pred": 185, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.5049995541798821, + "FN": 23386, + "FP": 15475, + "IoU": 0.3377922432008725, + "TN": 291780, + "TP": 19823, + "n_pred": 35298, + "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": 0.37667020148462355, + "FN": 2398, + "FP": 541, + "IoU": 0.23203553697413118, + "TN": 346637, + "TP": 888, + "n_pred": 1429, + "n_ref": 3286 + }, + "13": { + "Dice": 0.38026181961350436, + "FN": 10549, + "FP": 8340, + "IoU": 0.23476746070328958, + "TN": 325780, + "TP": 5795, + "n_pred": 14135, + "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": 0.7670572019297036, + "FN": 578, + "FP": 98, + "IoU": 0.6221352711011738, + "TN": 348675, + "TP": 1113, + "n_pred": 1211, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9174334437492332, + "FN": 2658, + "FP": 34, + "IoU": 0.8474614687216682, + "TN": 332816, + "TP": 14956, + "n_pred": 14990, + "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": 0.8704850922001232, + "FN": 2255, + "FP": 1320, + "IoU": 0.7706716274295978, + "TN": 334875, + "TP": 12014, + "n_pred": 13334, + "n_ref": 14269 + }, + "7": { + "Dice": 0.42990811945525703, + "FN": 31718, + "FP": 22325, + "IoU": 0.2738108035474335, + "TN": 276044, + "TP": 20377, + "n_pred": 42702, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9187187973298928, + "FN": 1313, + "FP": 136, + "IoU": 0.8496576053123055, + "TN": 340826, + "TP": 8189, + "n_pred": 8325, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8764199952577009, + "FN": 3449, + "FP": 2284, + "IoU": 0.7800245568260302, + "TN": 324402, + "TP": 20329, + "n_pred": 22613, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.30823576542303593, + "FN": 894.8577777777778, + "FP": 888.9311111111111, + "IoU": 0.25434778951665676, + "TN": 229210.92222222223, + "TP": 2647.9555555555553, + "n_pred": 3536.886666666666, + "n_ref": 3542.813333333333 + }, + "mean": { + "1": { + "Dice": 0.1626811291777486, + "FN": 168.76666666666668, + "FP": 233.6, + "IoU": 0.11986229836202868, + "TN": 233199.96666666667, + "TP": 40.333333333333336, + "n_pred": 273.93333333333334, + "n_ref": 209.1 + }, + "10": { + "Dice": 0.231360961641546, + "FN": 1131.9333333333334, + "FP": 1201.7, + "IoU": 0.18608391060082707, + "TN": 229246.5, + "TP": 2062.5333333333333, + "n_pred": 3264.233333333333, + "n_ref": 3194.4666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 36.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 233606.06666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.6 + }, + "12": { + "Dice": 0.17469479043100042, + "FN": 78.3, + "FP": 1.9, + "IoU": 0.10383240010274823, + "TN": 233546.96666666667, + "TP": 15.5, + "n_pred": 17.4, + "n_ref": 93.8 + }, + "13": { + "Dice": 0.19235039100780696, + "FN": 1333.5, + "FP": 1338.0666666666666, + "IoU": 0.14743226118106603, + "TN": 229571.93333333332, + "TP": 1399.1666666666667, + "n_pred": 2737.233333333333, + "n_ref": 2732.6666666666665 + }, + "14": { + "Dice": 0.5255981957976009, + "FN": 354.9, + "FP": 771.5333333333333, + "IoU": 0.4681075902786501, + "TN": 229085.56666666668, + "TP": 3430.6666666666665, + "n_pred": 4202.2, + "n_ref": 3785.5666666666666 + }, + "15": { + "Dice": 0.48434157429089236, + "FN": 179.63333333333333, + "FP": 475.46666666666664, + "IoU": 0.3882087241971314, + "TN": 232281.03333333333, + "TP": 706.5333333333333, + "n_pred": 1182.0, + "n_ref": 886.1666666666666 + }, + "2": { + "Dice": 0.2168371426192093, + "FN": 311.5, + "FP": 1686.4666666666667, + "IoU": 0.1844476806914944, + "TN": 230553.5, + "TP": 1091.2, + "n_pred": 2777.6666666666665, + "n_ref": 1402.7 + }, + "3": { + "Dice": 0.2811168611310469, + "FN": 2870.4666666666667, + "FP": 280.8333333333333, + "IoU": 0.230275416587649, + "TN": 227157.2, + "TP": 3334.1666666666665, + "n_pred": 3615.0, + "n_ref": 6204.633333333333 + }, + "4": { + "Dice": 0.3052435940548271, + "FN": 1007.0333333333333, + "FP": 308.4, + "IoU": 0.2484792701778298, + "TN": 230599.8, + "TP": 1727.4333333333334, + "n_pred": 2035.8333333333333, + "n_ref": 2734.4666666666667 + }, + "5": { + "Dice": 0.11053263586405879, + "FN": 726.6, + "FP": 40.63333333333333, + "IoU": 0.07272456758415582, + "TN": 232798.86666666667, + "TP": 76.56666666666666, + "n_pred": 117.2, + "n_ref": 803.1666666666666 + }, + "6": { + "Dice": 0.652348964125598, + "FN": 1084.5333333333333, + "FP": 2907.766666666667, + "IoU": 0.6020825359673923, + "TN": 212203.36666666667, + "TP": 17447.0, + "n_pred": 20354.766666666666, + "n_ref": 18531.533333333333 + }, + "7": { + "Dice": 0.26642653763744345, + "FN": 1392.6333333333334, + "FP": 2375.5333333333333, + "IoU": 0.19607801184805945, + "TN": 227395.0, + "TP": 2479.5, + "n_pred": 4855.033333333334, + "n_ref": 3872.133333333333 + }, + "8": { + "Dice": 0.598053814934688, + "FN": 1230.0, + "FP": 615.2333333333333, + "IoU": 0.5345076027613929, + "TN": 228406.43333333332, + "TP": 3391.0, + "n_pred": 4006.233333333333, + "n_ref": 4621.0 + }, + "9": { + "Dice": 0.4219498886320721, + "FN": 1516.4666666666667, + "FP": 1096.8333333333333, + "IoU": 0.33309457240942636, + "TN": 228511.63333333333, + "TP": 2517.733333333333, + "n_pred": 3614.5666666666666, + "n_ref": 4034.2 + } + }, + "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": 486, + "IoU": 0.0, + "TN": 174746, + "TP": 0, + "n_pred": 486, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8630911971034171, + "FN": 563, + "FP": 42, + "IoU": 0.759156050955414, + "TN": 172720, + "TP": 1907, + "n_pred": 1949, + "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": 0.0, + "FN": 0, + "FP": 2600, + "IoU": 0.0, + "TN": 172632, + "TP": 0, + "n_pred": 2600, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 615, + "IoU": 0.0, + "TN": 349849, + "TP": 0, + "n_pred": 615, + "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": 0.841588471107633, + "FN": 2627, + "FP": 18830, + "IoU": 0.7265021541285339, + "TN": 272010, + "TP": 56997, + "n_pred": 75827, + "n_ref": 59624 + }, + "15": { + "Dice": 0.6164324158865393, + "FN": 4210, + "FP": 10827, + "IoU": 0.44553834808259585, + "TN": 323344, + "TP": 12083, + "n_pred": 22910, + "n_ref": 16293 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8949763294571862, + "FN": 2170, + "FP": 115, + "IoU": 0.8099159803676899, + "TN": 163211, + "TP": 9736, + "n_pred": 9851, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7278636824405863, + "FN": 5859, + "FP": 11054, + "IoU": 0.5721585591055122, + "TN": 135701, + "TP": 22618, + "n_pred": 33672, + "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": 0.6484335960023063, + "FN": 12593, + "FP": 5699, + "IoU": 0.47976451181707, + "TN": 140071, + "TP": 16869, + "n_pred": 22568, + "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": 0.6210970464135022, + "FN": 875, + "FP": 23, + "IoU": 0.4504283965728274, + "TN": 173598, + "TP": 736, + "n_pred": 759, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 174830, + "TP": 0, + "n_pred": 402, + "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": 0.9032868930068985, + "FN": 328, + "FP": 387, + "IoU": 0.8236309817464232, + "TN": 171178, + "TP": 3339, + "n_pred": 3726, + "n_ref": 3667 + }, + "7": { + "Dice": 0.543010752688172, + "FN": 696, + "FP": 1004, + "IoU": 0.3726937269372694, + "TN": 172522, + "TP": 1010, + "n_pred": 2014, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.841840310966673, + "FN": 605, + "FP": 4359, + "IoU": 0.7268775790921596, + "TN": 157057, + "TP": 13211, + "n_pred": 17570, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.27894050252396346, + "FN": 11997, + "FP": 716, + "IoU": 0.1620748747693119, + "TN": 160060, + "TP": 2459, + "n_pred": 3175, + "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": 0.8279168042258171, + "FN": 10142, + "FP": 2889, + "IoU": 0.7063635134526116, + "TN": 130854, + "TP": 31347, + "n_pred": 34236, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8611399792149652, + "FN": 3413, + "FP": 13957, + "IoU": 0.7561420749684122, + "TN": 104002, + "TP": 53860, + "n_pred": 67817, + "n_ref": 57273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3768, + "IoU": 0.0, + "TN": 171464, + "TP": 0, + "n_pred": 3768, + "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": 87, + "IoU": 0.0, + "TN": 175145, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8062637631514559, + "FN": 1692, + "FP": 2267, + "IoU": 0.6754119865540706, + "TN": 338267, + "TP": 8238, + "n_pred": 10505, + "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": 0.718401412406709, + "FN": 3004, + "FP": 7523, + "IoU": 0.5605510331872261, + "TN": 326509, + "TP": 13428, + "n_pred": 20951, + "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": 0.8550101214574899, + "FN": 803, + "FP": 343, + "IoU": 0.7467403314917127, + "TN": 345939, + "TP": 3379, + "n_pred": 3722, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505254747710651, + "FN": 2340, + "FP": 1685, + "IoU": 0.9057156242679785, + "TN": 307774, + "TP": 38665, + "n_pred": 40350, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4125, + "IoU": 0.0, + "TN": 346339, + "TP": 0, + "n_pred": 4125, + "n_ref": 0 + }, + "8": { + "Dice": 0.6051250172675784, + "FN": 2137, + "FP": 9297, + "IoU": 0.43382025253775686, + "TN": 330269, + "TP": 8761, + "n_pred": 18058, + "n_ref": 10898 + }, + "9": { + "Dice": 0.5253481387093838, + "FN": 8824, + "FP": 1606, + "IoU": 0.35625231452907047, + "TN": 334262, + "TP": 5772, + "n_pred": 7378, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 350297, + "TP": 0, + "n_pred": 167, + "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": 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": 0.5092732998950192, + "FN": 3429, + "FP": 778, + "IoU": 0.34162754303599374, + "TN": 344074, + "TP": 2183, + "n_pred": 2961, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1291, + "IoU": 0.0, + "TN": 349173, + "TP": 0, + "n_pred": 1291, + "n_ref": 0 + }, + "7": { + "Dice": 0.5726681127982647, + "FN": 0, + "FP": 197, + "IoU": 0.4012158054711246, + "TN": 350135, + "TP": 132, + "n_pred": 329, + "n_ref": 132 + }, + "8": { + "Dice": 0.9449828071272273, + "FN": 3983, + "FP": 241, + "IoU": 0.8957037037037037, + "TN": 309964, + "TP": 36276, + "n_pred": 36517, + "n_ref": 40259 + }, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 153, + "IoU": 0.0, + "TN": 175079, + "TP": 0, + "n_pred": 153, + "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": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 175158, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.6866108562554665, + "FN": 14277, + "FP": 3280, + "IoU": 0.522777928784996, + "TN": 313674, + "TP": 19233, + "n_pred": 22513, + "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": 3922, + "IoU": 0.0, + "TN": 346542, + "TP": 0, + "n_pred": 3922, + "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": 174, + "IoU": 0.0, + "TN": 350290, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8975260292291527, + "FN": 2157, + "FP": 8571, + "IoU": 0.8141017865497583, + "TN": 292755, + "TP": 46981, + "n_pred": 55552, + "n_ref": 49138 + }, + "7": { + "Dice": 0.6742562498189508, + "FN": 9373, + "FP": 1872, + "IoU": 0.5085871607743739, + "TN": 327581, + "TP": 11638, + "n_pred": 13510, + "n_ref": 21011 + }, + "8": { + "Dice": 0.914495581315276, + "FN": 8, + "FP": 737, + "IoU": 0.8424614083315711, + "TN": 345735, + "TP": 3984, + "n_pred": 4721, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 217, + "IoU": 0.0, + "TN": 175015, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9713467048710601, + "FN": 357, + "FP": 583, + "IoU": 0.9442896935933147, + "TN": 158359, + "TP": 15933, + "n_pred": 16516, + "n_ref": 16290 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 174488, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5055704955820207, + "FN": 1221, + "FP": 66, + "IoU": 0.33830334190231365, + "TN": 348519, + "TP": 658, + "n_pred": 724, + "n_ref": 1879 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 6267, + "IoU": 0.0, + "TN": 344053, + "TP": 0, + "n_pred": 6267, + "n_ref": 144 + }, + "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": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 349536, + "TP": 0, + "n_pred": 928, + "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": 1964, + "IoU": 0.0, + "TN": 348500, + "TP": 0, + "n_pred": 1964, + "n_ref": 0 + }, + "3": { + "Dice": 0.9002543152426816, + "FN": 3126, + "FP": 6091, + "IoU": 0.8186022711617563, + "TN": 299653, + "TP": 41594, + "n_pred": 47685, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.03268833364643998, + "FN": 5138, + "FP": 11, + "IoU": 0.016615737203972497, + "TN": 345228, + "TP": 87, + "n_pred": 98, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8460113142576043, + "FN": 2851, + "FP": 6540, + "IoU": 0.7331192451972264, + "TN": 315276, + "TP": 25797, + "n_pred": 32337, + "n_ref": 28648 + }, + "7": { + "Dice": 0.40512430238457636, + "FN": 1415, + "FP": 3275, + "IoU": 0.2540162239541912, + "TN": 344177, + "TP": 1597, + "n_pred": 4872, + "n_ref": 3012 + }, + "8": { + "Dice": 0.8995761931085314, + "FN": 3707, + "FP": 653, + "IoU": 0.8174815807099799, + "TN": 326576, + "TP": 19528, + "n_pred": 20181, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8546572475143903, + "FN": 3234, + "FP": 3432, + "IoU": 0.7462021701884637, + "TN": 324199, + "TP": 19599, + "n_pred": 23031, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04971560985885823, + "FN": 3627, + "FP": 5395, + "IoU": 0.02549146683949017, + "TN": 341206, + "TP": 236, + "n_pred": 5631, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 815, + "IoU": 0.0, + "TN": 349649, + "TP": 0, + "n_pred": 815, + "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": 0.1480427046263345, + "FN": 1188, + "FP": 9, + "IoU": 0.07993850883935434, + "TN": 349163, + "TP": 104, + "n_pred": 113, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 989, + "IoU": 0.0, + "TN": 349475, + "TP": 0, + "n_pred": 989, + "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": 0.8688397592515344, + "FN": 6307, + "FP": 296, + "IoU": 0.7680960910336108, + "TN": 321991, + "TP": 21870, + "n_pred": 22166, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 660, + "IoU": 0.0, + "TN": 349799, + "TP": 0, + "n_pred": 660, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.01070154577883472, + "FN": 4990, + "FP": 2, + "IoU": 0.005379557680812911, + "TN": 345445, + "TP": 27, + "n_pred": 29, + "n_ref": 5017 + }, + "6": { + "Dice": 0.8813258866119197, + "FN": 11887, + "FP": 10339, + "IoU": 0.7878307686433236, + "TN": 245708, + "TP": 82530, + "n_pred": 92869, + "n_ref": 94417 + }, + "7": { + "Dice": 0.6097319470966829, + "FN": 7211, + "FP": 14861, + "IoU": 0.43857150124637534, + "TN": 311150, + "TP": 17242, + "n_pred": 32103, + "n_ref": 24453 + }, + "8": { + "Dice": 0.8707600357373918, + "FN": 1179, + "FP": 3016, + "IoU": 0.7711027445844928, + "TN": 332137, + "TP": 14132, + "n_pred": 17148, + "n_ref": 15311 + }, + "9": { + "Dice": 0.871030303030303, + "FN": 867, + "FP": 3389, + "IoU": 0.7715267339488942, + "TN": 331836, + "TP": 14372, + "n_pred": 17761, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 3349, + "IoU": 0.0, + "TN": 347115, + "TP": 0, + "n_pred": 3349, + "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": 143, + "IoU": 0.0, + "TN": 350321, + "TP": 0, + "n_pred": 143, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 350202, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9380, + "IoU": 0.0, + "TN": 341084, + "TP": 0, + "n_pred": 9380, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1395, + "IoU": 0.0, + "TN": 349069, + "TP": 0, + "n_pred": 1395, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1369, + "IoU": 0.0, + "TN": 349095, + "TP": 0, + "n_pred": 1369, + "n_ref": 0 + }, + "9": { + "Dice": 0.13888697331218536, + "FN": 11507, + "FP": 980, + "IoU": 0.07462575959685787, + "TN": 336970, + "TP": 1007, + "n_pred": 1987, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7869541994925892, + "FN": 1457, + "FP": 4925, + "IoU": 0.6487423633661732, + "TN": 157063, + "TP": 11787, + "n_pred": 16712, + "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": 0.5687395480885156, + "FN": 10372, + "FP": 717, + "IoU": 0.39736970816803435, + "TN": 156831, + "TP": 7312, + "n_pred": 8029, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1083, + "IoU": 0.0, + "TN": 174149, + "TP": 0, + "n_pred": 1083, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.895271763146266, + "FN": 2163, + "FP": 207, + "IoU": 0.8104, + "TN": 162732, + "TP": 10130, + "n_pred": 10337, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 837, + "IoU": 0.0, + "TN": 174395, + "TP": 0, + "n_pred": 837, + "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": 0.08371154815935451, + "FN": 7259, + "FP": 9, + "IoU": 0.04368421052631579, + "TN": 167632, + "TP": 332, + "n_pred": 341, + "n_ref": 7591 + }, + "8": { + "Dice": 0.41975308641975306, + "FN": 42, + "FP": 5, + "IoU": 0.265625, + "TN": 175168, + "TP": 17, + "n_pred": 22, + "n_ref": 59 + }, + "9": { + "Dice": 0.6396052926665171, + "FN": 439, + "FP": 4382, + "IoU": 0.4701615562149687, + "TN": 166133, + "TP": 4278, + "n_pred": 8660, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 174926, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.641671315622415, + "FN": 18020, + "FP": 607, + "IoU": 0.47239767738280697, + "TN": 139927, + "TP": 16678, + "n_pred": 17285, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665664630270119, + "FN": 2086, + "FP": 1017, + "IoU": 0.935296202848385, + "TN": 127275, + "TP": 44854, + "n_pred": 45871, + "n_ref": 46940 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22301, + "IoU": 0.0, + "TN": 152931, + "TP": 0, + "n_pred": 22301, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 892, + "IoU": 0.0, + "TN": 349572, + "TP": 0, + "n_pred": 892, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1554, + "IoU": 0.0, + "TN": 348910, + "TP": 0, + "n_pred": 1554, + "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": 3706, + "IoU": 0.0, + "TN": 346758, + "TP": 0, + "n_pred": 3706, + "n_ref": 0 + }, + "14": { + "Dice": 0.8914261784231854, + "FN": 5850, + "FP": 2965, + "IoU": 0.8041198168970268, + "TN": 305462, + "TP": 36187, + "n_pred": 39152, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8365923069861378, + "FN": 1179, + "FP": 2381, + "IoU": 0.7190878245087983, + "TN": 337791, + "TP": 9113, + "n_pred": 11494, + "n_ref": 10292 + }, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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": 7979, + "FP": 428, + "IoU": 0.0, + "TN": 342057, + "TP": 0, + "n_pred": 428, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15789, + "IoU": 0.0, + "TN": 334675, + "TP": 0, + "n_pred": 15789, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.00023017608470479918, + "FN": 25323, + "FP": 738, + "IoU": 0.00011510128913443831, + "TN": 324400, + "TP": 3, + "n_pred": 741, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 11870, + "IoU": 0.0, + "TN": 338581, + "TP": 0, + "n_pred": 11870, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10828, + "IoU": 0.0, + "TN": 164404, + "TP": 0, + "n_pred": 10828, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 18174, + "IoU": 0.0, + "TN": 157058, + "TP": 0, + "n_pred": 18174, + "n_ref": 0 + }, + "3": { + "Dice": 0.5937981911390823, + "FN": 19232, + "FP": 260, + "IoU": 0.4222709623877412, + "TN": 141493, + "TP": 14247, + "n_pred": 14507, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "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": 1056, + "IoU": 0.0, + "TN": 349408, + "TP": 0, + "n_pred": 1056, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23057, + "IoU": 0.0, + "TN": 327407, + "TP": 0, + "n_pred": 23057, + "n_ref": 0 + }, + "3": { + "Dice": 0.19735553379040158, + "FN": 49139, + "FP": 31, + "IoU": 0.10948111926107036, + "TN": 295249, + "TP": 6045, + "n_pred": 6076, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 10529, + "FP": 1646, + "IoU": 0.0, + "TN": 163057, + "TP": 0, + "n_pred": 1646, + "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": 4168, + "IoU": 0.0, + "TN": 169592, + "TP": 0, + "n_pred": 4168, + "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": 0.11735051113289455, + "FN": 1149, + "FP": 5154, + "IoU": 0.06233263909550729, + "TN": 168510, + "TP": 419, + "n_pred": 5573, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9198001492392045, + "FN": 1723, + "FP": 8165, + "IoU": 0.8515092356209641, + "TN": 108642, + "TP": 56702, + "n_pred": 64867, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15688, + "IoU": 0.0, + "TN": 159544, + "TP": 0, + "n_pred": 15688, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 2, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 2, + "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": 70, + "IoU": 0.0, + "TN": 350394, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9583349723747028, + "FN": 4045, + "FP": 7606, + "IoU": 0.9200030210858057, + "TN": 204821, + "TP": 133992, + "n_pred": 141598, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8414686139782067, + "FN": 15825, + "FP": 164, + "IoU": 0.7263235369631823, + "TN": 292041, + "TP": 42434, + "n_pred": 42598, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5548189140321078, + "FN": 7918, + "FP": 207, + "IoU": 0.38390961480133456, + "TN": 337276, + "TP": 5063, + "n_pred": 5270, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 175013, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 286, + "IoU": 0.0, + "TN": 174946, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9483683360258481, + "FN": 1706, + "FP": 2289, + "IoU": 0.9018065626152144, + "TN": 134547, + "TP": 36690, + "n_pred": 38979, + "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": 1672, + "IoU": 0.0, + "TN": 173560, + "TP": 0, + "n_pred": 1672, + "n_ref": 0 + }, + "9": { + "Dice": 0.6372114833533059, + "FN": 12087, + "FP": 1839, + "IoU": 0.4675791405413672, + "TN": 149076, + "TP": 12230, + "n_pred": 14069, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7461629279811098, + "FN": 215, + "FP": 0, + "IoU": 0.5951035781544256, + "TN": 174701, + "TP": 316, + "n_pred": 316, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.37604166666666666, + "FN": 1161, + "FP": 37, + "IoU": 0.23155869146889033, + "TN": 173673, + "TP": 361, + "n_pred": 398, + "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": 6800, + "IoU": 0.0, + "TN": 168432, + "TP": 0, + "n_pred": 6800, + "n_ref": 0 + }, + "3": { + "Dice": 0.8386437100072565, + "FN": 14612, + "FP": 64, + "IoU": 0.7221243964782732, + "TN": 122417, + "TP": 38139, + "n_pred": 38203, + "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": 0.9523223623500462, + "FN": 164, + "FP": 146, + "IoU": 0.908984145625367, + "TN": 171826, + "TP": 3096, + "n_pred": 3242, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3731969874931684, + "FN": 921.4488888888887, + "FP": 523.3066666666666, + "IoU": 0.31786739141777376, + "TN": 211969.02222222224, + "TP": 2705.6888888888893, + "n_pred": 3228.9955555555557, + "n_ref": 3627.137777777777 + }, + "mean": { + "1": { + "Dice": 0.6632494614716559, + "FN": 229.8, + "FP": 507.53333333333336, + "IoU": 0.6018646851797709, + "TN": 210182.23333333334, + "TP": 5199.9, + "n_pred": 5707.433333333333, + "n_ref": 5429.7 + }, + "10": { + "Dice": 0.286562883921349, + "FN": 831.7666666666667, + "FP": 474.7, + "IoU": 0.20288796653905292, + "TN": 214114.63333333333, + "TP": 698.3666666666667, + "n_pred": 1173.0666666666666, + "n_ref": 1530.1333333333334 + }, + "11": { + "Dice": 0.0, + "FN": 121.13333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 215998.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 121.13333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 337.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 215782.26666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 337.2 + }, + "13": { + "Dice": 0.06109255418765078, + "FN": 689.6333333333333, + "FP": 270.56666666666666, + "IoU": 0.04104246116194169, + "TN": 214989.5, + "TP": 169.76666666666668, + "n_pred": 440.3333333333333, + "n_ref": 859.4 + }, + "14": { + "Dice": 0.46267556221532463, + "FN": 134.16666666666666, + "FP": 103.33333333333333, + "IoU": 0.4305364968350228, + "TN": 214585.13333333333, + "TP": 1296.8333333333333, + "n_pred": 1400.1666666666667, + "n_ref": 1431.0 + }, + "15": { + "Dice": 0.16139393520757062, + "FN": 24.4, + "FP": 643.5666666666667, + "IoU": 0.09622750298587372, + "TN": 215295.73333333334, + "TP": 155.76666666666668, + "n_pred": 799.3333333333334, + "n_ref": 180.16666666666666 + }, + "2": { + "Dice": 0.24451965442960322, + "FN": 839.2333333333333, + "FP": 968.9, + "IoU": 0.19384573974276167, + "TN": 213287.1, + "TP": 1024.2333333333333, + "n_pred": 1993.1333333333334, + "n_ref": 1863.4666666666667 + }, + "3": { + "Dice": 0.5706787090176914, + "FN": 3012.6666666666665, + "FP": 688.6, + "IoU": 0.5004318058450332, + "TN": 207929.46666666667, + "TP": 4488.733333333334, + "n_pred": 5177.333333333333, + "n_ref": 7501.4 + }, + "4": { + "Dice": 0.3139312310230133, + "FN": 613.8333333333334, + "FP": 51.666666666666664, + "IoU": 0.24028415002168918, + "TN": 214874.26666666666, + "TP": 579.7, + "n_pred": 631.3666666666667, + "n_ref": 1193.5333333333333 + }, + "5": { + "Dice": 0.2886954227143406, + "FN": 205.96666666666667, + "FP": 6.2, + "IoU": 0.20325739837930962, + "TN": 215760.33333333334, + "TP": 146.96666666666667, + "n_pred": 153.16666666666666, + "n_ref": 352.93333333333334 + }, + "6": { + "Dice": 0.6823484691104448, + "FN": 2440.633333333333, + "FP": 2252.5666666666666, + "IoU": 0.6093634013891452, + "TN": 194594.6, + "TP": 16831.666666666668, + "n_pred": 19084.233333333334, + "n_ref": 19272.3 + }, + "7": { + "Dice": 0.4152165669325368, + "FN": 3189.4333333333334, + "FP": 1324.2666666666667, + "IoU": 0.3662596399577957, + "TN": 205714.16666666666, + "TP": 5891.6, + "n_pred": 7215.866666666667, + "n_ref": 9081.033333333333 + }, + "8": { + "Dice": 0.9274279146987809, + "FN": 219.73333333333332, + "FP": 273.8, + "IoU": 0.8659931757684203, + "TN": 212651.36666666667, + "TP": 2974.5666666666666, + "n_pred": 3248.366666666667, + "n_ref": 3194.3 + }, + "9": { + "Dice": 0.5201624474675648, + "FN": 932.1333333333333, + "FP": 283.9, + "IoU": 0.4160164474607895, + "TN": 213776.2, + "TP": 1127.2333333333333, + "n_pred": 1411.1333333333334, + "n_ref": 2059.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8865808685181004, + "FN": 1194, + "FP": 313, + "IoU": 0.7962687576044343, + "TN": 167835, + "TP": 5890, + "n_pred": 6203, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.0, + "FN": 0, + "FP": 12465, + "IoU": 0.0, + "TN": 162767, + "TP": 0, + "n_pred": 12465, + "n_ref": 0 + }, + "3": { + "Dice": 0.7092086140837627, + "FN": 36361, + "FP": 1056, + "IoU": 0.5494370522006141, + "TN": 92187, + "TP": 45628, + "n_pred": 46684, + "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": 491, + "IoU": 0.0, + "TN": 174741, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 336, + "IoU": 0.0, + "TN": 174896, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 446, + "IoU": 0.0, + "TN": 174786, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.58976226739951, + "FN": 5942, + "FP": 253, + "IoU": 0.4182006010518407, + "TN": 164584, + "TP": 4453, + "n_pred": 4706, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969320892197206, + "FN": 2904, + "FP": 1778, + "IoU": 0.94046816788943, + "TN": 96585, + "TP": 73965, + "n_pred": 75743, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 174865, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 1029, + "IoU": 0.0, + "TN": 174203, + "TP": 0, + "n_pred": 1029, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 431, + "IoU": 0.0, + "TN": 174801, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2595, + "IoU": 0.0, + "TN": 172637, + "TP": 0, + "n_pred": 2595, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9388353044333712, + "FN": 4986, + "FP": 734, + "IoU": 0.8847215784276184, + "TN": 125613, + "TP": 43899, + "n_pred": 44633, + "n_ref": 48885 + }, + "7": { + "Dice": 0.0, + "FN": 923, + "FP": 5, + "IoU": 0.0, + "TN": 174304, + "TP": 0, + "n_pred": 5, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.6574019150919413, + "FN": 11660, + "FP": 469, + "IoU": 0.48964907851552636, + "TN": 151466, + "TP": 11637, + "n_pred": 12106, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9020555048968767, + "FN": 840, + "FP": 13231, + "IoU": 0.8215857075836535, + "TN": 96365, + "TP": 64796, + "n_pred": 78027, + "n_ref": 65636 + }, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.862992125984252, + "FN": 60, + "FP": 27, + "IoU": 0.7590027700831025, + "TN": 350103, + "TP": 274, + "n_pred": 301, + "n_ref": 334 + }, + "10": { + "Dice": 0.651671154760019, + "FN": 3703, + "FP": 695, + "IoU": 0.48331766917293234, + "TN": 341952, + "TP": 4114, + "n_pred": 4809, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3909, + "FP": 0, + "IoU": 0.0, + "TN": 346555, + "TP": 0, + "n_pred": 0, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 350298, + "TP": 0, + "n_pred": 166, + "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": 0.5351946054655152, + "FN": 7858, + "FP": 0, + "IoU": 0.3653690841544177, + "TN": 338082, + "TP": 4524, + "n_pred": 4524, + "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": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "6": { + "Dice": 0.8938468764678252, + "FN": 118, + "FP": 334, + "IoU": 0.808067940552017, + "TN": 348109, + "TP": 1903, + "n_pred": 2237, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9219077312807522, + "FN": 1401, + "FP": 202, + "IoU": 0.8551287844554902, + "TN": 339399, + "TP": 9462, + "n_pred": 9664, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8779214885409575, + "FN": 141, + "FP": 3087, + "IoU": 0.7824064711830131, + "TN": 335629, + "TP": 11607, + "n_pred": 14694, + "n_ref": 11748 + }, + "9": { + "Dice": 0.626916524701874, + "FN": 442, + "FP": 215, + "IoU": 0.456575682382134, + "TN": 349255, + "TP": 552, + "n_pred": 767, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.903370786516854, + "FN": 28, + "FP": 15, + "IoU": 0.8237704918032787, + "TN": 350220, + "TP": 201, + "n_pred": 216, + "n_ref": 229 + }, + "10": { + "Dice": 0.47328534978483566, + "FN": 12979, + "FP": 852, + "IoU": 0.31000249438762784, + "TN": 330419, + "TP": 6214, + "n_pred": 7066, + "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": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "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": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "3": { + "Dice": 0.9378025820333513, + "FN": 1771, + "FP": 79, + "IoU": 0.8828891561688929, + "TN": 334667, + "TP": 13947, + "n_pred": 14026, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": 0.5468726104909007, + "FN": 2962, + "FP": 1, + "IoU": 0.3763418227741528, + "TN": 345713, + "TP": 1788, + "n_pred": 1789, + "n_ref": 4750 + }, + "6": { + "Dice": 0.8972917302867545, + "FN": 2739, + "FP": 14414, + "IoU": 0.8137163336229366, + "TN": 258384, + "TP": 74927, + "n_pred": 89341, + "n_ref": 77666 + }, + "7": { + "Dice": 0.946550244788775, + "FN": 2412, + "FP": 1824, + "IoU": 0.8985243388271368, + "TN": 308720, + "TP": 37508, + "n_pred": 39332, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9467485188093369, + "FN": 1437, + "FP": 55, + "IoU": 0.8988817350050831, + "TN": 335709, + "TP": 13263, + "n_pred": 13318, + "n_ref": 14700 + }, + "9": { + "Dice": 0.47793052475979303, + "FN": 17314, + "FP": 345, + "IoU": 0.3140004661642452, + "TN": 324722, + "TP": 8083, + "n_pred": 8428, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9327674351307031, + "FN": 492, + "FP": 205, + "IoU": 0.8740057845263919, + "TN": 169700, + "TP": 4835, + "n_pred": 5040, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6705020920502092, + "FN": 1774, + "FP": 116, + "IoU": 0.5043273013375295, + "TN": 346651, + "TP": 1923, + "n_pred": 2039, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 350302, + "TP": 0, + "n_pred": 162, + "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": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "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": 88, + "IoU": 0.0, + "TN": 350376, + "TP": 0, + "n_pred": 88, + "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": 0.4524120425173596, + "FN": 41694, + "FP": 3177, + "IoU": 0.29233365401296385, + "TN": 287057, + "TP": 18536, + "n_pred": 21713, + "n_ref": 60230 + }, + "7": { + "Dice": 0.5414241194802141, + "FN": 23574, + "FP": 31019, + "IoU": 0.3712005160041925, + "TN": 263643, + "TP": 32228, + "n_pred": 63247, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 175124, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9379352104147745, + "FN": 16, + "FP": 189, + "IoU": 0.8831242873432155, + "TN": 173478, + "TP": 1549, + "n_pred": 1738, + "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": 0.9698938992042441, + "FN": 407, + "FP": 47, + "IoU": 0.9415475730655337, + "TN": 167465, + "TP": 7313, + "n_pred": 7360, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2651, + "IoU": 0.0, + "TN": 172581, + "TP": 0, + "n_pred": 2651, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 4114, + "FP": 0, + "IoU": 0.0, + "TN": 171118, + "TP": 0, + "n_pred": 0, + "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": 0.9509706814580031, + "FN": 658, + "FP": 332, + "IoU": 0.9065244075158153, + "TN": 164641, + "TP": 9601, + "n_pred": 9933, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1899, + "IoU": 0.0, + "TN": 173333, + "TP": 0, + "n_pred": 1899, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6851735568568467, + "FN": 21257, + "FP": 302, + "IoU": 0.5211133077145206, + "TN": 130213, + "TP": 23460, + "n_pred": 23762, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13506, + "IoU": 0.0, + "TN": 161726, + "TP": 0, + "n_pred": 13506, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9423423007706151, + "FN": 3698, + "FP": 1300, + "IoU": 0.8909709648567876, + "TN": 129391, + "TP": 40843, + "n_pred": 42143, + "n_ref": 44541 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 174863, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8313120176405733, + "FN": 300, + "FP": 6, + "IoU": 0.7113207547169811, + "TN": 174172, + "TP": 754, + "n_pred": 760, + "n_ref": 1054 + }, + "10": { + "Dice": 0.5815344603381014, + "FN": 2836, + "FP": 382, + "IoU": 0.40997433076641, + "TN": 169778, + "TP": 2236, + "n_pred": 2618, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 248, + "FP": 0, + "IoU": 0.0, + "TN": 174984, + "TP": 0, + "n_pred": 0, + "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": 848, + "IoU": 0.0, + "TN": 174384, + "TP": 0, + "n_pred": 848, + "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": 13463, + "IoU": 0.0, + "TN": 161769, + "TP": 0, + "n_pred": 13463, + "n_ref": 0 + }, + "3": { + "Dice": 0.7028935723836329, + "FN": 38584, + "FP": 1635, + "IoU": 0.5418935234754083, + "TN": 87438, + "TP": 47575, + "n_pred": 49210, + "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": 0.0, + "FN": 5762, + "FP": 2051, + "IoU": 0.0, + "TN": 167419, + "TP": 0, + "n_pred": 2051, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9510620665590788, + "FN": 1430, + "FP": 3058, + "IoU": 0.906690506881783, + "TN": 127134, + "TP": 43610, + "n_pred": 46668, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553196478437893, + "FN": 438, + "FP": 3754, + "IoU": 0.914461199420491, + "TN": 301457, + "TP": 44815, + "n_pred": 48569, + "n_ref": 45253 + }, + "10": { + "Dice": 0.021052631578947368, + "FN": 372, + "FP": 0, + "IoU": 0.010638297872340425, + "TN": 350088, + "TP": 4, + "n_pred": 4, + "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": 0.9253511244306493, + "FN": 4025, + "FP": 2252, + "IoU": 0.8610729936700456, + "TN": 305282, + "TP": 38905, + "n_pred": 41157, + "n_ref": 42930 + }, + "15": { + "Dice": 0.32278787041514123, + "FN": 732, + "FP": 18876, + "IoU": 0.19245500597174744, + "TN": 326183, + "TP": 4673, + "n_pred": 23549, + "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": 0.8228004956629492, + "FN": 2, + "FP": 141, + "IoU": 0.6989473684210527, + "TN": 349989, + "TP": 332, + "n_pred": 473, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5828327537148277, + "FN": 1501, + "FP": 3777, + "IoU": 0.411266034578918, + "TN": 166267, + "TP": 3687, + "n_pred": 7464, + "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": 0.9442091091189703, + "FN": 77, + "FP": 1622, + "IoU": 0.8943145060960438, + "TN": 159156, + "TP": 14377, + "n_pred": 15999, + "n_ref": 14454 + }, + "9": { + "Dice": 0.926996067703881, + "FN": 303, + "FP": 124, + "IoU": 0.8639260675589547, + "TN": 172094, + "TP": 2711, + "n_pred": 2835, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.633259423503326, + "FN": 388, + "FP": 1266, + "IoU": 0.46333549643088906, + "TN": 172150, + "TP": 1428, + "n_pred": 2694, + "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": 0.15027789653698162, + "FN": 14658, + "FP": 1242, + "IoU": 0.0812434993643823, + "TN": 157926, + "TP": 1406, + "n_pred": 2648, + "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": 0.8307892172783371, + "FN": 489, + "FP": 32, + "IoU": 0.7105555555555556, + "TN": 173432, + "TP": 1279, + "n_pred": 1311, + "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": 291, + "IoU": 0.0, + "TN": 174941, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "7": { + "Dice": 0.004826563544907394, + "FN": 34227, + "FP": 0, + "IoU": 0.002419119790148645, + "TN": 140922, + "TP": 83, + "n_pred": 83, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9118811881188119, + "FN": 103, + "FP": 253, + "IoU": 0.83803457688808, + "TN": 173034, + "TP": 1842, + "n_pred": 2095, + "n_ref": 1945 + }, + "9": { + "Dice": 0.8241171104643586, + "FN": 272, + "FP": 3777, + "IoU": 0.7008496490579977, + "TN": 161697, + "TP": 9486, + "n_pred": 13263, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 174701, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2168, + "IoU": 0.0, + "TN": 173064, + "TP": 0, + "n_pred": 2168, + "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": 0.0, + "FN": 4530, + "FP": 283, + "IoU": 0.0, + "TN": 170419, + "TP": 0, + "n_pred": 283, + "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": 0.7819443697207726, + "FN": 3920, + "FP": 133, + "IoU": 0.6419611307420495, + "TN": 163912, + "TP": 7267, + "n_pred": 7400, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3837, + "IoU": 0.0, + "TN": 171395, + "TP": 0, + "n_pred": 3837, + "n_ref": 0 + }, + "4": { + "Dice": 0.11956521739130435, + "FN": 324, + "FP": 0, + "IoU": 0.06358381502890173, + "TN": 174886, + "TP": 22, + "n_pred": 22, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9227332276080811, + "FN": 7015, + "FP": 4191, + "IoU": 0.8565503469110832, + "TN": 97114, + "TP": 66912, + "n_pred": 71103, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7731874533764342, + "FN": 5948, + "FP": 437, + "IoU": 0.6302409080379894, + "TN": 157964, + "TP": 10883, + "n_pred": 11320, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.41585376570876176, + "FN": 943, + "FP": 5704, + "IoU": 0.2625097081992677, + "TN": 341451, + "TP": 2366, + "n_pred": 8070, + "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": 0.9803541768073907, + "FN": 1387, + "FP": 2528, + "IoU": 0.9614653976003228, + "TN": 248867, + "TP": 97682, + "n_pred": 100210, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9593639423118516, + "FN": 3049, + "FP": 1648, + "IoU": 0.921901499783845, + "TN": 290322, + "TP": 55445, + "n_pred": 57093, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5321518987341772, + "FN": 3685, + "FP": 11, + "IoU": 0.3625388064849948, + "TN": 344666, + "TP": 2102, + "n_pred": 2113, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.662097821382196, + "FN": 3178, + "FP": 1506, + "IoU": 0.4948776016391675, + "TN": 165959, + "TP": 4589, + "n_pred": 6095, + "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": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 174725, + "TP": 0, + "n_pred": 507, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9220416455053326, + "FN": 609, + "FP": 5, + "IoU": 0.855359246171967, + "TN": 170987, + "TP": 3631, + "n_pred": 3636, + "n_ref": 4240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3907729385436392, + "FN": 2068, + "FP": 1471, + "IoU": 0.2428326914848096, + "TN": 170558, + "TP": 1135, + "n_pred": 2606, + "n_ref": 3203 + }, + "7": { + "Dice": 0.9076517150395779, + "FN": 2445, + "FP": 145, + "IoU": 0.8309178743961353, + "TN": 159914, + "TP": 12728, + "n_pred": 12873, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9005698114650655, + "FN": 3492, + "FP": 1708, + "IoU": 0.8191241434484677, + "TN": 146483, + "TP": 23549, + "n_pred": 25257, + "n_ref": 27041 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3272, + "IoU": 0.0, + "TN": 171960, + "TP": 0, + "n_pred": 3272, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650864974163109, + "FN": 1178, + "FP": 2707, + "IoU": 0.932528655783258, + "TN": 292884, + "TP": 53695, + "n_pred": 56402, + "n_ref": 54873 + }, + "10": { + "Dice": 0.0, + "FN": 554, + "FP": 358, + "IoU": 0.0, + "TN": 349552, + "TP": 0, + "n_pred": 358, + "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": 1458, + "IoU": 0.0, + "TN": 349006, + "TP": 0, + "n_pred": 1458, + "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": 0.9617108602905439, + "FN": 1067, + "FP": 351, + "IoU": 0.926245708935816, + "TN": 331238, + "TP": 17808, + "n_pred": 18159, + "n_ref": 18875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 349766, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "5": { + "Dice": 0.6079090803664617, + "FN": 3209, + "FP": 172, + "IoU": 0.4366877707430856, + "TN": 344462, + "TP": 2621, + "n_pred": 2793, + "n_ref": 5830 + }, + "6": { + "Dice": 0.5805651039066623, + "FN": 5770, + "FP": 23637, + "IoU": 0.40901143511726523, + "TN": 300705, + "TP": 20352, + "n_pred": 43989, + "n_ref": 26122 + }, + "7": { + "Dice": 0.7085071249464865, + "FN": 21888, + "FP": 1943, + "IoU": 0.5485954577311386, + "TN": 297671, + "TP": 28962, + "n_pred": 30905, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9172286208748582, + "FN": 277, + "FP": 1110, + "IoU": 0.8471119929453262, + "TN": 341392, + "TP": 7685, + "n_pred": 8795, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 912.1933333333333, + "FP": 667.1044444444445, + "IoU": NaN, + "TN": 212102.16, + "TP": 2438.0088888888886, + "n_pred": 3105.113333333333, + "n_ref": 3350.202222222222 + }, + "mean": { + "1": { + "Dice": 0.5811174947260493, + "FN": 313.8666666666667, + "FP": 306.93333333333334, + "IoU": 0.5203094144261402, + "TN": 213083.43333333332, + "TP": 2415.233333333333, + "n_pred": 2722.1666666666665, + "n_ref": 2729.1 + }, + "10": { + "Dice": 0.544752444104428, + "FN": 677.2, + "FP": 584.7, + "IoU": 0.41499794092140785, + "TN": 213248.1, + "TP": 1609.4666666666667, + "n_pred": 2194.1666666666665, + "n_ref": 2286.6666666666665 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 216119.46666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 436.8333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 215682.63333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 436.8333333333333 + }, + "13": { + "Dice": 0.18695259854368418, + "FN": 921.6666666666666, + "FP": 1125.8666666666666, + "IoU": 0.11656758925906109, + "TN": 213602.5, + "TP": 469.43333333333334, + "n_pred": 1595.3, + "n_ref": 1391.1 + }, + "14": { + "Dice": 0.6895786076007898, + "FN": 2281.633333333333, + "FP": 2043.3, + "IoU": 0.5650270898481331, + "TN": 207102.66666666666, + "TP": 4691.866666666667, + "n_pred": 6735.166666666667, + "n_ref": 6973.5 + }, + "15": { + "Dice": 0.0506001959688101, + "FN": 1144.2666666666667, + "FP": 329.2, + "IoU": 0.027115472267093686, + "TN": 214581.46666666667, + "TP": 64.53333333333333, + "n_pred": 393.73333333333335, + "n_ref": 1208.8 + }, + "2": { + "Dice": 0.3604362793459727, + "FN": 3785.0, + "FP": 627.2666666666667, + "IoU": 0.2702786610579947, + "TN": 208391.16666666666, + "TP": 3316.0333333333333, + "n_pred": 3943.3, + "n_ref": 7101.033333333334 + }, + "3": { + "Dice": 0.2929231393766677, + "FN": 485.06666666666666, + "FP": 3519.8, + "IoU": 0.2587979733281833, + "TN": 210931.93333333332, + "TP": 1182.6666666666667, + "n_pred": 4702.466666666666, + "n_ref": 1667.7333333333333 + }, + "4": { + "Dice": 0.3631223339714292, + "FN": 284.3666666666667, + "FP": 185.56666666666666, + "IoU": 0.31773547073885566, + "TN": 214935.0, + "TP": 714.5333333333333, + "n_pred": 900.1, + "n_ref": 998.9 + }, + "5": { + "Dice": 0.07068654019873533, + "FN": 126.7, + "FP": 0.5666666666666667, + "IoU": 0.03803159173754556, + "TN": 215981.76666666666, + "TP": 10.433333333333334, + "n_pred": 11.0, + "n_ref": 137.13333333333333 + }, + "6": { + "Dice": 0.5807739286309496, + "FN": 523.5333333333333, + "FP": 585.3666666666667, + "IoU": 0.524796685156663, + "TN": 199623.16666666666, + "TP": 15387.4, + "n_pred": 15972.766666666666, + "n_ref": 15910.933333333332 + }, + "7": { + "Dice": 0.40290467363831756, + "FN": 2526.7, + "FP": 399.8333333333333, + "IoU": 0.34630284936714895, + "TN": 208879.8, + "TP": 4313.133333333333, + "n_pred": 4712.966666666666, + "n_ref": 6839.833333333333 + }, + "8": { + "Dice": 0.9363145966574512, + "FN": 85.13333333333334, + "FP": 162.56666666666666, + "IoU": 0.8804410119008707, + "TN": 214029.96666666667, + "TP": 1841.8, + "n_pred": 2004.3666666666666, + "n_ref": 1926.9333333333334 + }, + "9": { + "Dice": 0.356765489225621, + "FN": 90.93333333333334, + "FP": 135.6, + "IoU": 0.322593232139473, + "TN": 215339.33333333334, + "TP": 553.6, + "n_pred": 689.2, + "n_ref": 644.5333333333333 + } + }, + "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": 0.5412639405204461, + "FN": 182, + "FP": 435, + "IoU": 0.37104994903160043, + "TN": 174251, + "TP": 364, + "n_pred": 799, + "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": 0.2942718083114938, + "FN": 2484, + "FP": 14481, + "IoU": 0.17251975417032483, + "TN": 154730, + "TP": 3537, + "n_pred": 18018, + "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": 0.8143050914745096, + "FN": 10813, + "FP": 413, + "IoU": 0.6867745535714286, + "TN": 139392, + "TP": 24614, + "n_pred": 25027, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10355, + "IoU": 0.0, + "TN": 164877, + "TP": 0, + "n_pred": 10355, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9450137333615043, + "FN": 1688, + "FP": 394, + "IoU": 0.8957592750212787, + "TN": 155259, + "TP": 17891, + "n_pred": 18285, + "n_ref": 19579 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 174559, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8567833094160503, + "FN": 5853, + "FP": 13608, + "IoU": 0.7494496156965741, + "TN": 97559, + "TP": 58212, + "n_pred": 71820, + "n_ref": 64065 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1638, + "IoU": 0.0, + "TN": 173594, + "TP": 0, + "n_pred": 1638, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.5112512363996043, + "FN": 6718, + "FP": 1188, + "IoU": 0.3434100157794203, + "TN": 163191, + "TP": 4135, + "n_pred": 5323, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6140, + "FP": 0, + "IoU": 0.0, + "TN": 169092, + "TP": 0, + "n_pred": 0, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1967, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 1967, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 404, + "IoU": 0.0, + "TN": 174828, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "3": { + "Dice": 0.9302751135790005, + "FN": 805, + "FP": 1405, + "IoU": 0.8696395918126585, + "TN": 158279, + "TP": 14743, + "n_pred": 16148, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1903, + "IoU": 0.0, + "TN": 173329, + "TP": 0, + "n_pred": 1903, + "n_ref": 0 + }, + "7": { + "Dice": 0.7837319776648054, + "FN": 6979, + "FP": 5996, + "IoU": 0.6443744004385363, + "TN": 138747, + "TP": 23510, + "n_pred": 29506, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9292084489012161, + "FN": 214, + "FP": 1445, + "IoU": 0.8677771578863474, + "TN": 162685, + "TP": 10888, + "n_pred": 12333, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.844397238449283, + "FN": 225, + "FP": 68, + "IoU": 0.7306985294117647, + "TN": 349376, + "TP": 795, + "n_pred": 863, + "n_ref": 1020 + }, + "10": { + "Dice": 0.743285699807439, + "FN": 1170, + "FP": 3896, + "IoU": 0.5914516129032258, + "TN": 338064, + "TP": 7334, + "n_pred": 11230, + "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": 0.2874061718098415, + "FN": 2605, + "FP": 5939, + "IoU": 0.16781922664848545, + "TN": 340197, + "TP": 1723, + "n_pred": 7662, + "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": 12121, + "IoU": 0.0, + "TN": 338343, + "TP": 0, + "n_pred": 12121, + "n_ref": 0 + }, + "3": { + "Dice": 0.6686379681841104, + "FN": 13225, + "FP": 1231, + "IoU": 0.5022209978995213, + "TN": 321423, + "TP": 14585, + "n_pred": 15816, + "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": 0.6909090909090909, + "FN": 51, + "FP": 0, + "IoU": 0.5277777777777778, + "TN": 350356, + "TP": 57, + "n_pred": 57, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9454326923076923, + "FN": 454, + "FP": 454, + "IoU": 0.8965124230681559, + "TN": 341690, + "TP": 7866, + "n_pred": 8320, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 972, + "IoU": 0.0, + "TN": 174260, + "TP": 0, + "n_pred": 972, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7570284863153975, + "FN": 1257, + "FP": 48, + "IoU": 0.6090473337327741, + "TN": 171894, + "TP": 2033, + "n_pred": 2081, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5310, + "IoU": 0.0, + "TN": 345154, + "TP": 0, + "n_pred": 5310, + "n_ref": 0 + }, + "10": { + "Dice": 0.782461430430203, + "FN": 3843, + "FP": 6690, + "IoU": 0.6426584339801873, + "TN": 320988, + "TP": 18943, + "n_pred": 25633, + "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": 0.36287534121929027, + "FN": 3143, + "FP": 358, + "IoU": 0.22165406847487773, + "TN": 345966, + "TP": 997, + "n_pred": 1355, + "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": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727616875712657, + "FN": 5147, + "FP": 825, + "IoU": 0.9469678805800499, + "TN": 237853, + "TP": 106639, + "n_pred": 107464, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9298226286217913, + "FN": 3763, + "FP": 59, + "IoU": 0.8688490837965822, + "TN": 321322, + "TP": 25320, + "n_pred": 25379, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.33572582092230396, + "FN": 6260, + "FP": 1144, + "IoU": 0.20172506738544474, + "TN": 165957, + "TP": 1871, + "n_pred": 3015, + "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": 0.6603261629695936, + "FN": 32569, + "FP": 3860, + "IoU": 0.4929006932264261, + "TN": 103394, + "TP": 35409, + "n_pred": 39269, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27570, + "IoU": 0.0, + "TN": 147662, + "TP": 0, + "n_pred": 27570, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8340353833192923, + "FN": 393, + "FP": 1, + "IoU": 0.7153179190751445, + "TN": 173848, + "TP": 990, + "n_pred": 991, + "n_ref": 1383 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1664, + "IoU": 0.0, + "TN": 173568, + "TP": 0, + "n_pred": 1664, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8592524227041993, + "FN": 912, + "FP": 3, + "IoU": 0.7532362459546925, + "TN": 171524, + "TP": 2793, + "n_pred": 2796, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 174789, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8957463465553236, + "FN": 736, + "FP": 862, + "IoU": 0.8111780692425854, + "TN": 166769, + "TP": 6865, + "n_pred": 7727, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9931875224094657, + "FN": 1303, + "FP": 901, + "IoU": 0.9864672364672364, + "TN": 12368, + "TP": 160660, + "n_pred": 161561, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 3328, + "IoU": 0.0, + "TN": 171904, + "TP": 0, + "n_pred": 3328, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.33433333748272814, + "FN": 53475, + "FP": 0, + "IoU": 0.2007204352505082, + "TN": 283560, + "TP": 13429, + "n_pred": 13429, + "n_ref": 66904 + }, + "15": { + "Dice": 0.00499825642217831, + "FN": 15700, + "FP": 1420, + "IoU": 0.002505389500670046, + "TN": 333301, + "TP": 43, + "n_pred": 1463, + "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": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 850, + "IoU": 0.0, + "TN": 174382, + "TP": 0, + "n_pred": 850, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4111, + "IoU": 0.0, + "TN": 171121, + "TP": 0, + "n_pred": 4111, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5628599580887353, + "FN": 30754, + "FP": 745, + "IoU": 0.391652825524354, + "TN": 123454, + "TP": 20279, + "n_pred": 21024, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31569, + "IoU": 0.0, + "TN": 143663, + "TP": 0, + "n_pred": 31569, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7727082461280871, + "FN": 1034, + "FP": 52, + "IoU": 0.6296043656207367, + "TN": 172300, + "TP": 1846, + "n_pred": 1898, + "n_ref": 2880 + }, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6854503786600901, + "FN": 6672, + "FP": 47406, + "IoU": 0.5214336283185841, + "TN": 62232, + "TP": 58922, + "n_pred": 106328, + "n_ref": 65594 + }, + "15": { + "Dice": 0.03821478382147838, + "FN": 78, + "FP": 6818, + "IoU": 0.01947959618939286, + "TN": 168199, + "TP": 137, + "n_pred": 6955, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9038676567562144, + "FN": 6575, + "FP": 131, + "IoU": 0.8245971960661226, + "TN": 312232, + "TP": 31526, + "n_pred": 31657, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5048, + "IoU": 0.0, + "TN": 345416, + "TP": 0, + "n_pred": 5048, + "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": 265, + "IoU": 0.0, + "TN": 350199, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9621162638798171, + "FN": 41, + "FP": 75, + "IoU": 0.9269981120201385, + "TN": 173643, + "TP": 1473, + "n_pred": 1548, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 11, + "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": 0.8993464052287582, + "FN": 729, + "FP": 118, + "IoU": 0.8171021377672208, + "TN": 170601, + "TP": 3784, + "n_pred": 3902, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825922413020192, + "FN": 673, + "FP": 3016, + "IoU": 0.9657801730935132, + "TN": 67429, + "TP": 104114, + "n_pred": 107130, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 771, + "IoU": 0.0, + "TN": 174461, + "TP": 0, + "n_pred": 771, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3883, + "IoU": 0.0, + "TN": 171349, + "TP": 0, + "n_pred": 3883, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.857279923242984, + "FN": 24, + "FP": 1166, + "IoU": 0.7502099076406381, + "TN": 170468, + "TP": 3574, + "n_pred": 4740, + "n_ref": 3598 + }, + "7": { + "Dice": 0.6102106227106228, + "FN": 33979, + "FP": 73, + "IoU": 0.43906697855236715, + "TN": 114526, + "TP": 26654, + "n_pred": 26727, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 81, + "FP": 35, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 35, + "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": 0.19277292910733426, + "FN": 9163, + "FP": 1381, + "IoU": 0.10666779632296873, + "TN": 338661, + "TP": 1259, + "n_pred": 2640, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8817474048442907, + "FN": 2449, + "FP": 285, + "IoU": 0.7885046801268663, + "TN": 337537, + "TP": 10193, + "n_pred": 10478, + "n_ref": 12642 + }, + "15": { + "Dice": 0.15918774363158372, + "FN": 18550, + "FP": 0, + "IoU": 0.08647690337831183, + "TN": 330158, + "TP": 1756, + "n_pred": 1756, + "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": 0.7467635860159224, + "FN": 7066, + "FP": 250, + "IoU": 0.5958680881621831, + "TN": 332361, + "TP": 10787, + "n_pred": 11037, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9545353982300885, + "FN": 2440, + "FP": 848, + "IoU": 0.9130250767114592, + "TN": 312660, + "TP": 34516, + "n_pred": 35364, + "n_ref": 36956 + }, + "7": { + "Dice": 0.010516252390057362, + "FN": 3009, + "FP": 1131, + "IoU": 0.005285920230658337, + "TN": 346302, + "TP": 22, + "n_pred": 1153, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 174830, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659525988457875, + "FN": 1385, + "FP": 438, + "IoU": 0.9341473106238486, + "TN": 147549, + "TP": 25860, + "n_pred": 26298, + "n_ref": 27245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7792207792207793, + "FN": 0, + "FP": 1037, + "IoU": 0.6382978723404256, + "TN": 172365, + "TP": 1830, + "n_pred": 2867, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.14137308039747065, + "FN": 3801, + "FP": 1, + "IoU": 0.07606318347509113, + "TN": 171117, + "TP": 313, + "n_pred": 314, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 413, + "IoU": 0.0, + "TN": 174819, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "7": { + "Dice": 0.9020240303201355, + "FN": 2189, + "FP": 241, + "IoU": 0.8215334900117509, + "TN": 161616, + "TP": 11186, + "n_pred": 11427, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9477999215036413, + "FN": 240, + "FP": 2154, + "IoU": 0.9007791777188329, + "TN": 151104, + "TP": 21734, + "n_pred": 23888, + "n_ref": 21974 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583174898711107, + "FN": 2512, + "FP": 667, + "IoU": 0.919970797774589, + "TN": 310741, + "TP": 36544, + "n_pred": 37211, + "n_ref": 39056 + }, + "10": { + "Dice": 0.41552587646076794, + "FN": 6309, + "FP": 693, + "IoU": 0.2622484458961121, + "TN": 340973, + "TP": 2489, + "n_pred": 3182, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5834265126102621, + "FN": 3991, + "FP": 2715, + "IoU": 0.4118575688475706, + "TN": 339062, + "TP": 4696, + "n_pred": 7411, + "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": 0.48556274288897044, + "FN": 39414, + "FP": 1225, + "IoU": 0.32062255508375404, + "TN": 290646, + "TP": 19179, + "n_pred": 20404, + "n_ref": 58593 + }, + "3": { + "Dice": 0.08202428927817529, + "FN": 269, + "FP": 33216, + "IoU": 0.042766073011063145, + "TN": 315483, + "TP": 1496, + "n_pred": 34712, + "n_ref": 1765 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "6": { + "Dice": 0.7279264037221106, + "FN": 311, + "FP": 2262, + "IoU": 0.5722360764754779, + "TN": 344449, + "TP": 3442, + "n_pred": 5704, + "n_ref": 3753 + }, + "7": { + "Dice": 0.6603467395126174, + "FN": 23914, + "FP": 1202, + "IoU": 0.49292362358926733, + "TN": 300933, + "TP": 24415, + "n_pred": 25617, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9245750234239057, + "FN": 1816, + "FP": 438, + "IoU": 0.8597299147426722, + "TN": 334395, + "TP": 13815, + "n_pred": 14253, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7821380243572396, + "FN": 63, + "FP": 98, + "IoU": 0.6422222222222222, + "TN": 174782, + "TP": 289, + "n_pred": 387, + "n_ref": 352 + }, + "10": { + "Dice": 0.8194789251125358, + "FN": 2013, + "FP": 4604, + "IoU": 0.6941671288593085, + "TN": 153596, + "TP": 15019, + "n_pred": 19623, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3021, + "FP": 0, + "IoU": 0.0, + "TN": 172211, + "TP": 0, + "n_pred": 0, + "n_ref": 3021 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 898, + "IoU": 0.0, + "TN": 174334, + "TP": 0, + "n_pred": 898, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9553708833487227, + "FN": 253, + "FP": 182, + "IoU": 0.9145550972304066, + "TN": 170141, + "TP": 4656, + "n_pred": 4838, + "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": 218, + "IoU": 0.0, + "TN": 175014, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "7": { + "Dice": 0.9382038324397814, + "FN": 1968, + "FP": 441, + "IoU": 0.8836006957866255, + "TN": 154536, + "TP": 18287, + "n_pred": 18728, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9228173239172551, + "FN": 1646, + "FP": 824, + "IoU": 0.8566952889301462, + "TN": 157996, + "TP": 14766, + "n_pred": 15590, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.35520753422512996, + "FN": 1462.8822222222223, + "FP": 1139.2622222222224, + "IoU": 0.2965783077224176, + "TN": 233990.87333333335, + "TP": 2890.715555555556, + "n_pred": 4029.9777777777776, + "n_ref": 4353.597777777778 + }, + "mean": { + "1": { + "Dice": 0.6180556753867614, + "FN": 1900.0, + "FP": 314.6, + "IoU": 0.5611312263395706, + "TN": 231967.1, + "TP": 5302.033333333334, + "n_pred": 5616.633333333333, + "n_ref": 7202.033333333334 + }, + "10": { + "Dice": 0.49089353590489504, + "FN": 913.6, + "FP": 409.56666666666666, + "IoU": 0.3857295956905711, + "TN": 236789.23333333334, + "TP": 1371.3333333333333, + "n_pred": 1780.9, + "n_ref": 2284.9333333333334 + }, + "11": { + "Dice": 0.0, + "FN": 276.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 239207.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 276.43333333333334 + }, + "12": { + "Dice": 0.26231264429360845, + "FN": 42.833333333333336, + "FP": 41.4, + "IoU": 0.1889729566194041, + "TN": 239329.33333333334, + "TP": 70.16666666666667, + "n_pred": 111.56666666666666, + "n_ref": 113.0 + }, + "13": { + "Dice": 0.33322414378504983, + "FN": 1104.4333333333334, + "FP": 533.8666666666667, + "IoU": 0.2595461329501252, + "TN": 236949.56666666668, + "TP": 895.8666666666667, + "n_pred": 1429.7333333333333, + "n_ref": 2000.3 + }, + "14": { + "Dice": 0.47401844274330684, + "FN": 6872.466666666666, + "FP": 624.1, + "IoU": 0.3559808052054683, + "TN": 229049.6, + "TP": 2937.5666666666666, + "n_pred": 3561.6666666666665, + "n_ref": 9810.033333333333 + }, + "15": { + "Dice": 0.3998914997539079, + "FN": 1470.0, + "FP": 792.7, + "IoU": 0.33359213167616975, + "TN": 235891.9, + "TP": 1329.1333333333334, + "n_pred": 2121.8333333333335, + "n_ref": 2799.133333333333 + }, + "2": { + "Dice": 0.3955123089533644, + "FN": 264.23333333333335, + "FP": 2130.1, + "IoU": 0.3538852982283822, + "TN": 234895.86666666667, + "TP": 2193.5333333333333, + "n_pred": 4323.633333333333, + "n_ref": 2457.766666666667 + }, + "3": { + "Dice": 0.25903328420163063, + "FN": 2126.4666666666667, + "FP": 1040.9666666666667, + "IoU": 0.22727490973093775, + "TN": 232804.0, + "TP": 3512.3, + "n_pred": 4553.266666666666, + "n_ref": 5638.766666666666 + }, + "4": { + "Dice": 0.25690056271693784, + "FN": 769.9, + "FP": 595.9, + "IoU": 0.18089497249247505, + "TN": 237561.86666666667, + "TP": 556.0666666666667, + "n_pred": 1151.9666666666667, + "n_ref": 1325.9666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 466.76666666666665, + "FP": 3.966666666666667, + "IoU": 0.0, + "TN": 239013.0, + "TP": 0.0, + "n_pred": 3.966666666666667, + "n_ref": 466.76666666666665 + }, + "6": { + "Dice": 0.5089536215668923, + "FN": 3620.866666666667, + "FP": 8503.433333333332, + "IoU": 0.45330548703819, + "TN": 208094.26666666666, + "TP": 19265.166666666668, + "n_pred": 27768.6, + "n_ref": 22886.033333333333 + }, + "7": { + "Dice": 0.24633046300157352, + "FN": 1026.6666666666667, + "FP": 1420.5333333333333, + "IoU": 0.21143933911421545, + "TN": 235107.33333333334, + "TP": 1929.2, + "n_pred": 3349.733333333333, + "n_ref": 2955.866666666667 + }, + "8": { + "Dice": 0.7154139841957777, + "FN": 484.23333333333335, + "FP": 198.73333333333332, + "IoU": 0.6372346814613031, + "TN": 236565.9, + "TP": 2234.866666666667, + "n_pred": 2433.6, + "n_ref": 2719.1 + }, + "9": { + "Dice": 0.36757284687324254, + "FN": 604.3333333333334, + "FP": 479.06666666666666, + "IoU": 0.29968707928945093, + "TN": 236636.83333333334, + "TP": 1763.5, + "n_pred": 2242.5666666666666, + "n_ref": 2367.8333333333335 + } + }, + "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": 0.33132628152969895, + "FN": 6126, + "FP": 2092, + "IoU": 0.19855666081529158, + "TN": 164978, + "TP": 2036, + "n_pred": 4128, + "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": 0.2723996723996724, + "FN": 6386, + "FP": 2498, + "IoU": 0.1576751682943017, + "TN": 164685, + "TP": 1663, + "n_pred": 4161, + "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": 0.7579580970019678, + "FN": 1801, + "FP": 290, + "IoU": 0.6102516309412861, + "TN": 169867, + "TP": 3274, + "n_pred": 3564, + "n_ref": 5075 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1397, + "IoU": 0.0, + "TN": 173835, + "TP": 0, + "n_pred": 1397, + "n_ref": 0 + }, + "4": { + "Dice": 0.36628849270664504, + "FN": 384, + "FP": 7, + "IoU": 0.22420634920634921, + "TN": 174728, + "TP": 113, + "n_pred": 120, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8992980749183404, + "FN": 3733, + "FP": 6410, + "IoU": 0.8170223513069832, + "TN": 119799, + "TP": 45290, + "n_pred": 51700, + "n_ref": 49023 + }, + "7": { + "Dice": 0.034976152623211444, + "FN": 18, + "FP": 3624, + "IoU": 0.01779935275080906, + "TN": 171524, + "TP": 66, + "n_pred": 3690, + "n_ref": 84 + }, + "8": { + "Dice": 0.043835616438356165, + "FN": 22, + "FP": 3468, + "IoU": 0.022408963585434174, + "TN": 171662, + "TP": 80, + "n_pred": 3548, + "n_ref": 102 + }, + "9": { + "Dice": 0.8324240380882323, + "FN": 7394, + "FP": 807, + "IoU": 0.7129506475323766, + "TN": 146662, + "TP": 20369, + "n_pred": 21176, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9356162074068524, + "FN": 5351, + "FP": 1523, + "IoU": 0.879021471312918, + "TN": 118412, + "TP": 49946, + "n_pred": 51469, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4815, + "IoU": 0.0, + "TN": 170417, + "TP": 0, + "n_pred": 4815, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565689606705681, + "FN": 4939, + "FP": 1859, + "IoU": 0.9167534073792876, + "TN": 268803, + "TP": 74863, + "n_pred": 76722, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8221015221618722, + "FN": 1019, + "FP": 1634, + "IoU": 0.6979392007286804, + "TN": 341681, + "TP": 6130, + "n_pred": 7764, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1417910447761194, + "FN": 109, + "FP": 811, + "IoU": 0.07630522088353414, + "TN": 349468, + "TP": 76, + "n_pred": 887, + "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": 1252, + "IoU": 0.0, + "TN": 349212, + "TP": 0, + "n_pred": 1252, + "n_ref": 0 + }, + "3": { + "Dice": 0.9395384388218638, + "FN": 2476, + "FP": 4485, + "IoU": 0.8859712348065393, + "TN": 289418, + "TP": 54085, + "n_pred": 58570, + "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": 86, + "IoU": 0.0, + "TN": 350378, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "7": { + "Dice": 0.9335234093637454, + "FN": 146, + "FP": 2512, + "IoU": 0.8753341775714085, + "TN": 329143, + "TP": 18663, + "n_pred": 21175, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.1391088340319826, + "FN": 0, + "FP": 5545, + "IoU": 0.0747538795261138, + "TN": 344471, + "TP": 448, + "n_pred": 5993, + "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": 198, + "IoU": 0.0, + "TN": 350106, + "TP": 0, + "n_pred": 198, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.941808529558824, + "FN": 4790, + "FP": 12551, + "IoU": 0.8900171243736918, + "TN": 192794, + "TP": 140329, + "n_pred": 152880, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 1217, + "IoU": 0.0, + "TN": 174015, + "TP": 0, + "n_pred": 1217, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.41379310344827586, + "FN": 4, + "FP": 13, + "IoU": 0.2608695652173913, + "TN": 175209, + "TP": 6, + "n_pred": 19, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6951, + "FP": 0, + "IoU": 0.0, + "TN": 168281, + "TP": 0, + "n_pred": 0, + "n_ref": 6951 + }, + "6": { + "Dice": 0.6574276263161308, + "FN": 31518, + "FP": 172, + "IoU": 0.4896776063641341, + "TN": 113134, + "TP": 30408, + "n_pred": 30580, + "n_ref": 61926 + }, + "7": { + "Dice": 0.7945325848181596, + "FN": 2939, + "FP": 1270, + "IoU": 0.6591074755001215, + "TN": 162885, + "TP": 8138, + "n_pred": 9408, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9428724380544509, + "FN": 1136, + "FP": 358, + "IoU": 0.8919192649931273, + "TN": 161409, + "TP": 12329, + "n_pred": 12687, + "n_ref": 13465 + }, + "9": { + "Dice": 0.0012507817385866166, + "FN": 1040, + "FP": 2154, + "IoU": 0.0006257822277847309, + "TN": 172036, + "TP": 2, + "n_pred": 2156, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0069.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": 577, + "FP": 163, + "IoU": 0.0, + "TN": 349724, + "TP": 0, + "n_pred": 163, + "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": 0.19017559457657257, + "FN": 12850, + "FP": 5367, + "IoU": 0.10507958341520927, + "TN": 330108, + "TP": 2139, + "n_pred": 7506, + "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": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 350370, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9041223295128156, + "FN": 1879, + "FP": 1626, + "IoU": 0.8250212171134741, + "TN": 330433, + "TP": 16526, + "n_pred": 18152, + "n_ref": 18405 + }, + "9": { + "Dice": 0.33428250927603764, + "FN": 444, + "FP": 7271, + "IoU": 0.20068379610443432, + "TN": 340812, + "TP": 1937, + "n_pred": 9208, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410119840213049, + "FN": 825, + "FP": 61, + "IoU": 0.8885954985540048, + "TN": 342511, + "TP": 7067, + "n_pred": 7128, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8062812276945039, + "FN": 3906, + "FP": 165, + "IoU": 0.675436498445348, + "TN": 337921, + "TP": 8472, + "n_pred": 8637, + "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": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 350385, + "TP": 0, + "n_pred": 79, + "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": 46785, + "IoU": 0.0, + "TN": 303679, + "TP": 0, + "n_pred": 46785, + "n_ref": 0 + }, + "3": { + "Dice": 0.5514152540166133, + "FN": 48410, + "FP": 3271, + "IoU": 0.38065791838935825, + "TN": 267019, + "TP": 31764, + "n_pred": 35035, + "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": 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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8301651604861328, + "FN": 958, + "FP": 1222, + "IoU": 0.7096430474160895, + "TN": 342956, + "TP": 5328, + "n_pred": 6550, + "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": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "13": { + "Dice": 0.7911857292759706, + "FN": 846, + "FP": 348, + "IoU": 0.6545138888888888, + "TN": 347008, + "TP": 2262, + "n_pred": 2610, + "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": 0.9544895448954489, + "FN": 71, + "FP": 373, + "IoU": 0.9129411764705883, + "TN": 345364, + "TP": 4656, + "n_pred": 5029, + "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": 0.9171122329710776, + "FN": 2464, + "FP": 4202, + "IoU": 0.8469134668381407, + "TN": 306920, + "TP": 36878, + "n_pred": 41080, + "n_ref": 39342 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 350336, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "8": { + "Dice": 0.5889967637540453, + "FN": 16, + "FP": 111, + "IoU": 0.41743119266055045, + "TN": 350246, + "TP": 91, + "n_pred": 202, + "n_ref": 107 + }, + "9": { + "Dice": 0.8113116339026748, + "FN": 1688, + "FP": 2996, + "IoU": 0.6825267724007049, + "TN": 335710, + "TP": 10070, + "n_pred": 13066, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2908, + "IoU": 0.0, + "TN": 172324, + "TP": 0, + "n_pred": 2908, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8514782157676348, + "FN": 11176, + "FP": 278, + "IoU": 0.7413687989703525, + "TN": 130945, + "TP": 32833, + "n_pred": 33111, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8595587263839345, + "FN": 494, + "FP": 1632, + "IoU": 0.7537071362372567, + "TN": 166600, + "TP": 6506, + "n_pred": 8138, + "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": 0.7559790732436472, + "FN": 1042, + "FP": 264, + "IoU": 0.6076899969960949, + "TN": 171903, + "TP": 2023, + "n_pred": 2287, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9663307554097336, + "FN": 335, + "FP": 958, + "IoU": 0.9348548972188634, + "TN": 155384, + "TP": 18555, + "n_pred": 19513, + "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": 362, + "IoU": 0.0, + "TN": 174870, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "7": { + "Dice": 0.9283296256891382, + "FN": 2048, + "FP": 2398, + "IoU": 0.8662454873646209, + "TN": 141992, + "TP": 28794, + "n_pred": 31192, + "n_ref": 30842 + }, + "8": { + "Dice": 0.961178541647364, + "FN": 298, + "FP": 121, + "IoU": 0.9252586514448805, + "TN": 169626, + "TP": 5187, + "n_pred": 5308, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.30855902418854664, + "FN": 200616, + "FP": 54, + "IoU": 0.18242376092403592, + "TN": 105019, + "TP": 44775, + "n_pred": 44829, + "n_ref": 245391 + }, + "15": { + "Dice": 0.0, + "FN": 32835, + "FP": 3274, + "IoU": 0.0, + "TN": 314355, + "TP": 0, + "n_pred": 3274, + "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": 118630, + "IoU": 0.0, + "TN": 231834, + "TP": 0, + "n_pred": 118630, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4790, + "IoU": 0.0, + "TN": 345674, + "TP": 0, + "n_pred": 4790, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5440517670482827, + "FN": 204, + "FP": 1628, + "IoU": 0.37367521367521367, + "TN": 347539, + "TP": 1093, + "n_pred": 2721, + "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": 0.9161401493394601, + "FN": 292, + "FP": 292, + "IoU": 0.84525702172761, + "TN": 346690, + "TP": 3190, + "n_pred": 3482, + "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": 0.9631995911065678, + "FN": 396, + "FP": 180, + "IoU": 0.9290115849149618, + "TN": 342350, + "TP": 7538, + "n_pred": 7718, + "n_ref": 7934 + }, + "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": 0.9497224772556548, + "FN": 2814, + "FP": 6824, + "IoU": 0.9042585951702147, + "TN": 249797, + "TP": 91029, + "n_pred": 97853, + "n_ref": 93843 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 350365, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9106814205539524, + "FN": 3523, + "FP": 408, + "IoU": 0.8360101789662508, + "TN": 326493, + "TP": 20040, + "n_pred": 20448, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5970607235142119, + "FN": 4893, + "FP": 97, + "IoU": 0.4255784505583055, + "TN": 166545, + "TP": 3697, + "n_pred": 3794, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8263836239575436, + "FN": 1151, + "FP": 223, + "IoU": 0.7041343669250646, + "TN": 170588, + "TP": 3270, + "n_pred": 3493, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 175123, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 174984, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691993545715469, + "FN": 1881, + "FP": 276, + "IoU": 0.9402393749653682, + "TN": 314370, + "TP": 33937, + "n_pred": 34213, + "n_ref": 35818 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 350396, + "TP": 0, + "n_pred": 68, + "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": 0.0, + "FN": 0, + "FP": 12027, + "IoU": 0.0, + "TN": 338437, + "TP": 0, + "n_pred": 12027, + "n_ref": 0 + }, + "3": { + "Dice": 0.13304839376809596, + "FN": 12573, + "FP": 3, + "IoU": 0.07126504689461635, + "TN": 336923, + "TP": 965, + "n_pred": 968, + "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": 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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6000507020599757, + "FN": 48861, + "FP": 46, + "IoU": 0.4286231672410772, + "TN": 264869, + "TP": 36688, + "n_pred": 36734, + "n_ref": 85549 + }, + "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": 0.17016935319322588, + "FN": 4067, + "FP": 0, + "IoU": 0.09299732381801963, + "TN": 345980, + "TP": 417, + "n_pred": 417, + "n_ref": 4484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2269, + "IoU": 0.0, + "TN": 348195, + "TP": 0, + "n_pred": 2269, + "n_ref": 0 + }, + "4": { + "Dice": 0.32786501739918705, + "FN": 16672, + "FP": 6313, + "IoU": 0.19607568815361479, + "TN": 321873, + "TP": 5606, + "n_pred": 11919, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "6": { + "Dice": 0.62889237894961, + "FN": 58349, + "FP": 11358, + "IoU": 0.4586747016020688, + "TN": 221693, + "TP": 59064, + "n_pred": 70422, + "n_ref": 117413 + }, + "7": { + "Dice": 0.034610149718063386, + "FN": 1945, + "FP": 7985, + "IoU": 0.017609814008705975, + "TN": 340356, + "TP": 178, + "n_pred": 8163, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 347136, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2656, + "IoU": 0.0, + "TN": 172576, + "TP": 0, + "n_pred": 2656, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8922, + "IoU": 0.0, + "TN": 166310, + "TP": 0, + "n_pred": 8922, + "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": 7119, + "IoU": 0.0, + "TN": 168113, + "TP": 0, + "n_pred": 7119, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 67128, + "IoU": 0.0, + "TN": 108104, + "TP": 0, + "n_pred": 67128, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13236, + "IoU": 0.0, + "TN": 161996, + "TP": 0, + "n_pred": 13236, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.8513451892384861, + "FN": 665, + "FP": 13027, + "IoU": 0.741167129813418, + "TN": 297565, + "TP": 39207, + "n_pred": 52234, + "n_ref": 39872 + }, + "15": { + "Dice": 0.773182375058088, + "FN": 10114, + "FP": 11362, + "IoU": 0.6302341597796143, + "TN": 292384, + "TP": 36604, + "n_pred": 47966, + "n_ref": 46718 + }, + "2": { + "Dice": 0.34385964912280703, + "FN": 132, + "FP": 1364, + "IoU": 0.2076271186440678, + "TN": 348576, + "TP": 392, + "n_pred": 1756, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6664, + "IoU": 0.0, + "TN": 343800, + "TP": 0, + "n_pred": 6664, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6717446499818643, + "FN": 104, + "FP": 801, + "IoU": 0.5057345712725286, + "TN": 348633, + "TP": 926, + "n_pred": 1727, + "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": 0.7334185662165955, + "FN": 3016, + "FP": 5533, + "IoU": 0.5790536215470974, + "TN": 330155, + "TP": 11760, + "n_pred": 17293, + "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": 0.3041991519627958, + "FN": 1596, + "FP": 3491, + "IoU": 0.17938377157606067, + "TN": 344265, + "TP": 1112, + "n_pred": 4603, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637732516934088, + "FN": 3778, + "FP": 2458, + "IoU": 0.9300794958906567, + "TN": 261277, + "TP": 82951, + "n_pred": 85409, + "n_ref": 86729 + }, + "7": { + "Dice": 0.4763240968081375, + "FN": 1349, + "FP": 3130, + "IoU": 0.31261510128913444, + "TN": 343948, + "TP": 2037, + "n_pred": 5167, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.41820523829969947, + "FN": 689, + "FP": 666, + "IoU": 0.26438653637350706, + "TN": 348622, + "TP": 487, + "n_pred": 1153, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7784299339691856, + "FN": 153, + "FP": 2867, + "IoU": 0.6372372372372372, + "TN": 166907, + "TP": 5305, + "n_pred": 8172, + "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": 0.5919765166340509, + "FN": 5676, + "FP": 1830, + "IoU": 0.42043085476025016, + "TN": 162281, + "TP": 5445, + "n_pred": 7275, + "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": 0.7999512769499371, + "FN": 4285, + "FP": 642, + "IoU": 0.6665989985113006, + "TN": 160454, + "TP": 9851, + "n_pred": 10493, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9268695918829913, + "FN": 980, + "FP": 9990, + "IoU": 0.8637063910148096, + "TN": 94744, + "TP": 69518, + "n_pred": 79508, + "n_ref": 70498 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 117, + "IoU": 0.0, + "TN": 175091, + "TP": 0, + "n_pred": 117, + "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": 2, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 2, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6157283520823049, + "FN": 14361, + "FP": 430, + "IoU": 0.4448031230058932, + "TN": 148591, + "TP": 11850, + "n_pred": 12280, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7204, + "IoU": 0.0, + "TN": 168028, + "TP": 0, + "n_pred": 7204, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7494001599573447, + "FN": 190, + "FP": 14850, + "IoU": 0.5992325730121509, + "TN": 137704, + "TP": 22488, + "n_pred": 37338, + "n_ref": 22678 + }, + "7": { + "Dice": 0.0, + "FN": 22331, + "FP": 3326, + "IoU": 0.0, + "TN": 149575, + "TP": 0, + "n_pred": 3326, + "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_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678368/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1116.7706666666668, + "FP": 861.1915555555555, + "IoU": NaN, + "TN": 228934.60844444446, + "TP": 2730.0960000000005, + "n_pred": 3591.2875555555556, + "n_ref": 3846.8666666666663 + }, + "mean": { + "1": { + "Dice": 0.4722190149574065, + "FN": 646.8133333333333, + "FP": 770.04, + "IoU": 0.4233648299815648, + "TN": 228758.43333333335, + "TP": 3467.3799999999997, + "n_pred": 4237.42, + "n_ref": 4114.193333333334 + }, + "10": { + "Dice": 0.361403152171233, + "FN": 1299.8133333333333, + "FP": 953.6599999999999, + "IoU": 0.27246331932000156, + "TN": 229815.81333333332, + "TP": 1573.38, + "n_pred": 2527.0399999999995, + "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": 0.09681824198203737, + "FN": 210.08666666666664, + "FP": 15.026666666666666, + "IoU": 0.06436195976878376, + "TN": 233394.5, + "TP": 23.053333333333335, + "n_pred": 38.08, + "n_ref": 233.14000000000001 + }, + "13": { + "Dice": 0.2299948704492767, + "FN": 1568.9533333333334, + "FP": 863.4133333333333, + "IoU": 0.1633880414392091, + "TN": 230227.77333333335, + "TP": 982.5266666666666, + "n_pred": 1845.9399999999998, + "n_ref": 2551.48 + }, + "14": { + "Dice": 0.5342349852691819, + "FN": 1988.373333333333, + "FP": 1007.22, + "IoU": 0.4505909542442715, + "TN": 227423.40666666668, + "TP": 3223.6666666666665, + "n_pred": 4230.886666666667, + "n_ref": 5212.039999999999 + }, + "15": { + "Dice": 0.29245200173382313, + "FN": 882.9466666666667, + "FP": 549.8866666666667, + "IoU": 0.22317461930774724, + "TN": 231400.33333333334, + "TP": 809.5, + "n_pred": 1359.3866666666668, + "n_ref": 1692.4466666666667 + }, + "2": { + "Dice": 0.3578023983971172, + "FN": 1211.8200000000002, + "FP": 1126.7733333333333, + "IoU": 0.29350227294267583, + "TN": 229139.05999999997, + "TP": 2165.0133333333333, + "n_pred": 3291.786666666667, + "n_ref": 3376.8333333333335 + }, + "3": { + "Dice": 0.33390472221342354, + "FN": 2087.34, + "FP": 1247.906666666667, + "IoU": 0.2907652475667897, + "TN": 227372.87999999998, + "TP": 2934.54, + "n_pred": 4182.446666666667, + "n_ref": 5021.88 + }, + "4": { + "Dice": 0.2617918958797541, + "FN": 563.5333333333334, + "FP": 339.21999999999997, + "IoU": 0.2074672845943597, + "TN": 231977.13999999998, + "TP": 762.7733333333333, + "n_pred": 1101.9933333333333, + "n_ref": 1326.3066666666666 + }, + "5": { + "Dice": 0.09735241560737334, + "FN": 354.6, + "FP": 11.946666666666669, + "IoU": 0.06453113893315755, + "TN": 233228.00666666668, + "TP": 48.11333333333333, + "n_pred": 60.05999999999999, + "n_ref": 402.71333333333337 + }, + "6": { + "Dice": 0.5889909074909612, + "FN": 1940.7133333333331, + "FP": 3451.56, + "IoU": 0.5288715792297689, + "TN": 211816.32666666666, + "TP": 16434.066666666666, + "n_pred": 19885.626666666667, + "n_ref": 18374.78 + }, + "7": { + "Dice": 0.34132546109428485, + "FN": 2425.0933333333332, + "FP": 1588.2066666666665, + "IoU": 0.286252036654536, + "TN": 225327.34666666662, + "TP": 4302.02, + "n_pred": 5890.226666666667, + "n_ref": 6727.113333333333 + }, + "8": { + "Dice": 0.7350033720116562, + "FN": 477.0, + "FP": 482.8866666666666, + "IoU": 0.6694073161005984, + "TN": 230186.08, + "TP": 2496.7, + "n_pred": 2979.586666666667, + "n_ref": 2973.7000000000003 + }, + "9": { + "Dice": 0.4423192526613966, + "FN": 986.3266666666666, + "FP": 510.12666666666667, + "IoU": 0.35962322354024384, + "TN": 230417.50666666668, + "TP": 1728.7066666666665, + "n_pred": 2238.8333333333335, + "n_ref": 2715.0333333333338 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_001/summary.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a80748b33a2a975b12c94763570fd991600df990 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.754056222817096, + "FN": 25115.270666666664, + "FP": 31292.234666666664, + "IoU": 0.6424159865773266, + "TN": 96239078.07466666, + "TP": 161475.25999999998, + "n_pred": 192767.49466666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8833704605804948, + "FN": 20004.34, + "FP": 20260.86, + "IoU": 0.8134585077406434, + "TN": 96242411.84, + "TP": 174283.8, + "n_pred": 194544.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7080074721945069, + "FN": 20145.04, + "FP": 19479.1, + "IoU": 0.5711613718612975, + "TN": 96363259.18, + "TP": 54077.52, + "n_pred": 73556.62, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6862118245162041, + "FN": 1294.16, + "FP": 696.84, + "IoU": 0.5371048312384845, + "TN": 96452563.62, + "TP": 2406.22, + "n_pred": 3103.06, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6802740896816328, + "FN": 1532.82, + "FP": 895.7, + "IoU": 0.5278619575124334, + "TN": 96451828.48, + "TP": 2703.84, + "n_pred": 3599.54, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6220820614177115, + "FN": 23337.84, + "FP": 16266.12, + "IoU": 0.4722171838796764, + "TN": 96382836.58, + "TP": 34520.3, + "n_pred": 50786.42, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7059505940618872, + "FN": 30307.98, + "FP": 55697.92, + "IoU": 0.6002386293652209, + "TN": 96262904.78, + "TP": 108050.16, + "n_pred": 163748.08, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5039324303917693, + "FN": 19935.04, + "FP": 37703.82, + "IoU": 0.37920248861471006, + "TN": 96365209.98, + "TP": 34112.0, + "n_pred": 71815.82, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.84101133441428, + "FN": 25726.24, + "FP": 22413.12, + "IoU": 0.7446402167227759, + "TN": 96277706.02, + "TP": 131115.46, + "n_pred": 153528.58, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8800521871888348, + "FN": 15115.84, + "FP": 26959.46, + "IoU": 0.7947657938024706, + "TN": 96266598.8, + "TP": 148286.74, + "n_pred": 175246.2, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6830690683203231, + "FN": 5854.06, + "FP": 8129.76, + "IoU": 0.5812332542639397, + "TN": 96422253.58, + "TP": 20723.44, + "n_pred": 28853.2, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7047290986421836, + "FN": 7552.72, + "FP": 2453.34, + "IoU": 0.5660943417369166, + "TN": 96437355.34, + "TP": 9599.44, + "n_pred": 12052.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9264577467484942, + "FN": 71686.72, + "FP": 150689.04, + "IoU": 0.8694066776374261, + "TN": 94947048.18, + "TP": 1287536.9, + "n_pred": 1438225.94, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7322531607328717, + "FN": 99787.34, + "FP": 87565.12, + "IoU": 0.6048125013005988, + "TN": 96030471.06, + "TP": 239137.32, + "n_pred": 326702.44, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8909808265972536, + "FN": 23517.26, + "FP": 10956.78, + "IoU": 0.8097864989059295, + "TN": 96313634.88, + "TP": 108851.92, + "n_pred": 119808.7, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8624609867679901, + "FN": 10931.66, + "FP": 9216.54, + "IoU": 0.7642555440773755, + "TN": 96370088.8, + "TP": 66723.84, + "n_pred": 75940.38, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9052700304000979, + "FN": 3950, + "FP": 14622, + "IoU": 0.8269345459967199, + "TN": 119486008, + "TP": 88740, + "n_pred": 103362, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7102327181579141, + "FN": 17532, + "FP": 29634, + "IoU": 0.5506673398812982, + "TN": 119488351, + "TP": 57803, + "n_pred": 87437, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7329511164755582, + "FN": 1117, + "FP": 653, + "IoU": 0.578471064539176, + "TN": 119589121, + "TP": 2429, + "n_pred": 3082, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7259414225941423, + "FN": 995, + "FP": 1625, + "IoU": 0.5697865353037767, + "TN": 119587230, + "TP": 3470, + "n_pred": 5095, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4957532453472694, + "FN": 27571, + "FP": 23664, + "IoU": 0.32956909749937846, + "TN": 119516899, + "TP": 25186, + "n_pred": 48850, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3584273875551074, + "FN": 192037, + "FP": 6463, + "IoU": 0.21834391292705593, + "TN": 119339372, + "TP": 55448, + "n_pred": 61911, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0009727967468274556, + "FN": 32752, + "FP": 195234, + "IoU": 0.00048663507192115633, + "TN": 119365223, + "TP": 111, + "n_pred": 195345, + "n_ref": 32863 + }, + "2": { + "Dice": 0.950359905513899, + "FN": 4610, + "FP": 9617, + "IoU": 0.9054150184489579, + "TN": 119442905, + "TP": 136188, + "n_pred": 145805, + "n_ref": 140798 + }, + "3": { + "Dice": 0.93382892724809, + "FN": 9462, + "FP": 13343, + "IoU": 0.8758715661247217, + "TN": 119409599, + "TP": 160916, + "n_pred": 174259, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7948216349313051, + "FN": 25088, + "FP": 2077, + "IoU": 0.6595053960216092, + "TN": 119513539, + "TP": 52616, + "n_pred": 54693, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0629894627292832, + "FN": 61843, + "FP": 10185, + "IoU": 0.032518905559510536, + "TN": 119518871, + "TP": 2421, + "n_pred": 12606, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9566315177758091, + "FN": 36208, + "FP": 67674, + "IoU": 0.9168683299082593, + "TN": 118343712, + "TP": 1145726, + "n_pred": 1213400, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 198308, + "IoU": 0.0, + "TN": 119395012, + "TP": 0, + "n_pred": 198308, + "n_ref": 0 + }, + "8": { + "Dice": 0.6942539505074443, + "FN": 110151, + "FP": 45179, + "IoU": 0.5316914041419066, + "TN": 119261637, + "TP": 176353, + "n_pred": 221532, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8390088475434554, + "FN": 17550, + "FP": 5086, + "IoU": 0.7226660132320509, + "TN": 119511700, + "TP": 58984, + "n_pred": 64070, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9387280089472322, + "FN": 12720, + "FP": 10235, + "IoU": 0.8845310314993109, + "TN": 72626862, + "TP": 175843, + "n_pred": 186078, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6546766412970956, + "FN": 13012, + "FP": 45473, + "IoU": 0.48663143850286156, + "TN": 72711736, + "TP": 55439, + "n_pred": 100912, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6178096212896622, + "FN": 738, + "FP": 1129, + "IoU": 0.446978672985782, + "TN": 72822284, + "TP": 1509, + "n_pred": 2638, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7027383701748597, + "FN": 744, + "FP": 1058, + "IoU": 0.5417090539165819, + "TN": 72821728, + "TP": 2130, + "n_pred": 3188, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6676534344292822, + "FN": 15225, + "FP": 19578, + "IoU": 0.501110935909749, + "TN": 72755899, + "TP": 34958, + "n_pred": 54536, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8604928601554498, + "FN": 5480, + "FP": 17674, + "IoU": 0.7551447727416932, + "TN": 72731098, + "TP": 71408, + "n_pred": 89082, + "n_ref": 76888 + }, + "15": { + "Dice": 0.39738804369277764, + "FN": 19325, + "FP": 50904, + "IoU": 0.24796273491460086, + "TN": 72732275, + "TP": 23156, + "n_pred": 74060, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9412741308505542, + "FN": 7144, + "FP": 8915, + "IoU": 0.8890631260448473, + "TN": 72680902, + "TP": 128699, + "n_pred": 137614, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9619639929434581, + "FN": 3639, + "FP": 6128, + "IoU": 0.9267154380041268, + "TN": 72692385, + "TP": 123508, + "n_pred": 129636, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8498907618252545, + "FN": 3086, + "FP": 5365, + "IoU": 0.738965250965251, + "TN": 72793285, + "TP": 23924, + "n_pred": 29289, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8018681752401, + "FN": 2544, + "FP": 468, + "IoU": 0.6692654002415724, + "TN": 72816553, + "TP": 6095, + "n_pred": 6563, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9582429760829244, + "FN": 47418, + "FP": 53712, + "IoU": 0.9198334679615283, + "TN": 71564161, + "TP": 1160369, + "n_pred": 1214081, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8667819818326825, + "FN": 29668, + "FP": 34641, + "IoU": 0.764885457111311, + "TN": 72552138, + "TP": 209213, + "n_pred": 243854, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9221174139639058, + "FN": 4672, + "FP": 4369, + "IoU": 0.8554896664162525, + "TN": 72763097, + "TP": 53522, + "n_pred": 57891, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8435033322304675, + "FN": 15524, + "FP": 7653, + "IoU": 0.7293607977766879, + "TN": 72740022, + "TP": 62461, + "n_pred": 70114, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9509738518237973, + "FN": 12716, + "FP": 12785, + "IoU": 0.9065301694120061, + "TN": 71536662, + "TP": 247325, + "n_pred": 260110, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7872067991836507, + "FN": 23324, + "FP": 14733, + "IoU": 0.6490857622336355, + "TN": 71701037, + "TP": 70394, + "n_pred": 85127, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6360544217687075, + "FN": 1499, + "FP": 641, + "IoU": 0.46633416458852867, + "TN": 71805478, + "TP": 1870, + "n_pred": 2511, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6311423676855108, + "FN": 3009, + "FP": 1082, + "IoU": 0.46107232248715585, + "TN": 71801897, + "TP": 3500, + "n_pred": 4582, + "n_ref": 6509 + }, + "13": { + "Dice": 0.677820249684599, + "FN": 27904, + "FP": 6316, + "IoU": 0.5126536308871071, + "TN": 71739271, + "TP": 35997, + "n_pred": 42313, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8354094637839612, + "FN": 145469, + "FP": 2965, + "IoU": 0.7173417933640047, + "TN": 71284352, + "TP": 376702, + "n_pred": 379667, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6292820692901384, + "FN": 96438, + "FP": 2798, + "IoU": 0.4590893977466601, + "TN": 71626027, + "TP": 84225, + "n_pred": 87023, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8973471500423494, + "FN": 18150, + "FP": 11301, + "IoU": 0.8138074917022285, + "TN": 71651313, + "TP": 128724, + "n_pred": 140025, + "n_ref": 146874 + }, + "3": { + "Dice": 0.922453031439102, + "FN": 10299, + "FP": 19073, + "IoU": 0.8560675853146991, + "TN": 71605420, + "TP": 174696, + "n_pred": 193769, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7350032041458862, + "FN": 785, + "FP": 8726, + "IoU": 0.5810316726135413, + "TN": 71786787, + "TP": 13190, + "n_pred": 21916, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8390820393019102, + "FN": 1184, + "FP": 2329, + "IoU": 0.7227746212121212, + "TN": 71796816, + "TP": 9159, + "n_pred": 11488, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9600342538525636, + "FN": 41911, + "FP": 58523, + "IoU": 0.9231402643875726, + "TN": 70502770, + "TP": 1206284, + "n_pred": 1264807, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9281014389054382, + "FN": 16580, + "FP": 17283, + "IoU": 0.8658481992528415, + "TN": 71557065, + "TP": 218560, + "n_pred": 235843, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9320027615640495, + "FN": 6987, + "FP": 3847, + "IoU": 0.8726640182412261, + "TN": 71724406, + "TP": 74248, + "n_pred": 78095, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8796735503132511, + "FN": 11843, + "FP": 9034, + "IoU": 0.7851939499948555, + "TN": 71712298, + "TP": 76313, + "n_pred": 85347, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9394835403114528, + "FN": 14022, + "FP": 11766, + "IoU": 0.8858736059479554, + "TN": 135219550, + "TP": 200172, + "n_pred": 211938, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8058076858221062, + "FN": 15844, + "FP": 17553, + "IoU": 0.6747721252726706, + "TN": 135342822, + "TP": 69291, + "n_pred": 86844, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6690213392200147, + "FN": 1274, + "FP": 975, + "IoU": 0.5026536930561698, + "TN": 135440988, + "TP": 2273, + "n_pred": 3248, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7491728701406121, + "FN": 1885, + "FP": 541, + "IoU": 0.5989419738799802, + "TN": 135439461, + "TP": 3623, + "n_pred": 4164, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7390703752100056, + "FN": 10879, + "FP": 10088, + "IoU": 0.5861313436371173, + "TN": 135394849, + "TP": 29694, + "n_pred": 39782, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8961739964199119, + "FN": 13098, + "FP": 17005, + "IoU": 0.8118797650293713, + "TN": 135285490, + "TP": 129917, + "n_pred": 146922, + "n_ref": 143015 + }, + "15": { + "Dice": 0.39905217494651773, + "FN": 24438, + "FP": 56464, + "IoU": 0.24925995007562893, + "TN": 135337747, + "TP": 26861, + "n_pred": 83325, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8487785727339799, + "FN": 21445, + "FP": 45578, + "IoU": 0.7372852455931984, + "TN": 135190393, + "TP": 188094, + "n_pred": 233672, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8627453656938492, + "FN": 37256, + "FP": 23074, + "IoU": 0.758621103549266, + "TN": 135195571, + "TP": 189609, + "n_pred": 212683, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7824694999942831, + "FN": 2624, + "FP": 16401, + "IoU": 0.6426693212125766, + "TN": 135392268, + "TP": 34217, + "n_pred": 50618, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5664382816748232, + "FN": 15023, + "FP": 4910, + "IoU": 0.3951265400254901, + "TN": 135412556, + "TP": 13021, + "n_pred": 17931, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9600124340933275, + "FN": 56450, + "FP": 77334, + "IoU": 0.9230999153882942, + "TN": 133705798, + "TP": 1605928, + "n_pred": 1683262, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7070542096401818, + "FN": 23640, + "FP": 121645, + "IoU": 0.5468552625423015, + "TN": 135124895, + "TP": 175330, + "n_pred": 296975, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7501732494690742, + "FN": 105062, + "FP": 17869, + "IoU": 0.6002217900604232, + "TN": 135138012, + "TP": 184567, + "n_pred": 202436, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8629116774812139, + "FN": 20636, + "FP": 3956, + "IoU": 0.7588783214040592, + "TN": 135343520, + "TP": 77398, + "n_pred": 81354, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8718754115895638, + "FN": 37763, + "FP": 26441, + "IoU": 0.7728538324105358, + "TN": 105471350, + "TP": 218451, + "n_pred": 244892, + "n_ref": 256214 + }, + "10": { + "Dice": 0.405611249871694, + "FN": 30848, + "FP": 56013, + "IoU": 0.25439921715394254, + "TN": 105637507, + "TP": 29637, + "n_pred": 85650, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7130875755802614, + "FN": 641, + "FP": 830, + "IoU": 0.5541073052440133, + "TN": 105750706, + "TP": 1828, + "n_pred": 2658, + "n_ref": 2469 + }, + "12": { + "Dice": 0.582165297245046, + "FN": 1995, + "FP": 1463, + "IoU": 0.4106016703596387, + "TN": 105748138, + "TP": 2409, + "n_pred": 3872, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5912591769633823, + "FN": 41520, + "FP": 12930, + "IoU": 0.41970756245204194, + "TN": 105660173, + "TP": 39382, + "n_pred": 52312, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9410129336395503, + "FN": 17846, + "FP": 4602, + "IoU": 0.8885971921013583, + "TN": 105552502, + "TP": 179055, + "n_pred": 183657, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8134300776158889, + "FN": 7024, + "FP": 2567, + "IoU": 0.6855306731368241, + "TN": 105723506, + "TP": 20908, + "n_pred": 23475, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8007694070749476, + "FN": 14885, + "FP": 53786, + "IoU": 0.6677359732141129, + "TN": 105547329, + "TP": 138005, + "n_pred": 191791, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9239068228307863, + "FN": 8408, + "FP": 18450, + "IoU": 0.8585751145279343, + "TN": 105564095, + "TP": 163052, + "n_pred": 181502, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5353218210361067, + "FN": 22781, + "FP": 8595, + "IoU": 0.3654876741693462, + "TN": 105704556, + "TP": 18073, + "n_pred": 26668, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7472367209088118, + "FN": 2630, + "FP": 3956, + "IoU": 0.5964708044850193, + "TN": 105737684, + "TP": 9735, + "n_pred": 13691, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9478223209990522, + "FN": 74661, + "FP": 86299, + "IoU": 0.9008196428373371, + "TN": 104131103, + "TP": 1461942, + "n_pred": 1548241, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7584205600861913, + "FN": 27282, + "FP": 126313, + "IoU": 0.6108514169168598, + "TN": 105359310, + "TP": 241100, + "n_pred": 367413, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8812861230551114, + "FN": 3508, + "FP": 19435, + "IoU": 0.7877672220012396, + "TN": 105645902, + "TP": 85160, + "n_pred": 104595, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8185106845632277, + "FN": 12698, + "FP": 14845, + "IoU": 0.6927787444786507, + "TN": 105664353, + "TP": 62109, + "n_pred": 76954, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95143616447491, + "FN": 10701, + "FP": 14060, + "IoU": 0.9073707601201587, + "TN": 96870567, + "TP": 242552, + "n_pred": 256612, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8459486166007905, + "FN": 9842, + "FP": 27574, + "IoU": 0.7330250877643634, + "TN": 96997732, + "TP": 102732, + "n_pred": 130306, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7446485292086729, + "FN": 865, + "FP": 984, + "IoU": 0.5931793179317931, + "TN": 97133335, + "TP": 2696, + "n_pred": 3680, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8166444147752558, + "FN": 848, + "FP": 800, + "IoU": 0.6901090635577285, + "TN": 97132562, + "TP": 3670, + "n_pred": 4470, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7650552528546456, + "FN": 12477, + "FP": 10506, + "IoU": 0.6195056536926974, + "TN": 97077477, + "TP": 37420, + "n_pred": 47926, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9226538949589803, + "FN": 29245, + "FP": 10192, + "IoU": 0.8564136359167981, + "TN": 96863223, + "TP": 235220, + "n_pred": 245412, + "n_ref": 264465 + }, + "15": { + "Dice": 0.1283327801747981, + "FN": 16572, + "FP": 62218, + "IoU": 0.06856602435276038, + "TN": 97053290, + "TP": 5800, + "n_pred": 68018, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9101624743910767, + "FN": 10056, + "FP": 15202, + "IoU": 0.835135928984041, + "TN": 96984675, + "TP": 127947, + "n_pred": 143149, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8778994866009909, + "FN": 21494, + "FP": 16606, + "IoU": 0.7823715220855777, + "TN": 96962811, + "TP": 136969, + "n_pred": 153575, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9118904147982063, + "FN": 1467, + "FP": 3563, + "IoU": 0.8380501625937732, + "TN": 97106821, + "TP": 26029, + "n_pred": 29592, + "n_ref": 27496 + }, + "5": { + "Dice": 0.828821682366551, + "FN": 2095, + "FP": 3084, + "IoU": 0.707681887452729, + "TN": 97120163, + "TP": 12538, + "n_pred": 15622, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9215742815010585, + "FN": 41390, + "FP": 206923, + "IoU": 0.8545551776934585, + "TN": 95430614, + "TP": 1458953, + "n_pred": 1665876, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.892194116931605, + "FN": 12179, + "FP": 46321, + "IoU": 0.8053704449198359, + "TN": 96837309, + "TP": 242071, + "n_pred": 288392, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9280866514485315, + "FN": 6898, + "FP": 11878, + "IoU": 0.865822459159318, + "TN": 96997946, + "TP": 121158, + "n_pred": 133036, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8370066158701652, + "FN": 5196, + "FP": 19490, + "IoU": 0.7197002384466902, + "TN": 97049810, + "TP": 63384, + "n_pred": 82874, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9408784346840591, + "FN": 4149, + "FP": 17135, + "IoU": 0.8883573571683347, + "TN": 130576148, + "TP": 169360, + "n_pred": 186495, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7681430224708266, + "FN": 13529, + "FP": 24937, + "IoU": 0.6235651025101532, + "TN": 130664607, + "TP": 63719, + "n_pred": 88656, + "n_ref": 77248 + }, + "11": { + "Dice": 0.741139846743295, + "FN": 954, + "FP": 1208, + "IoU": 0.5887388244245767, + "TN": 130761535, + "TP": 3095, + "n_pred": 4303, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7162016340373054, + "FN": 1005, + "FP": 836, + "IoU": 0.5578770413064361, + "TN": 130762628, + "TP": 2323, + "n_pred": 3159, + "n_ref": 3328 + }, + "13": { + "Dice": 0.686666432065313, + "FN": 22341, + "FP": 13275, + "IoU": 0.5228423675678573, + "TN": 130692150, + "TP": 39026, + "n_pred": 52301, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9379489403853312, + "FN": 6977, + "FP": 13194, + "IoU": 0.8831486319740935, + "TN": 130594171, + "TP": 152450, + "n_pred": 165644, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5529590910421974, + "FN": 9907, + "FP": 20625, + "IoU": 0.38213093190326824, + "TN": 130717377, + "TP": 18883, + "n_pred": 39508, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9020439973940099, + "FN": 18182, + "FP": 13994, + "IoU": 0.8215666158325247, + "TN": 130586467, + "TP": 148149, + "n_pred": 162143, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8970510236554577, + "FN": 13834, + "FP": 21104, + "IoU": 0.8133205097379178, + "TN": 130579637, + "TP": 152217, + "n_pred": 173321, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8220659445955889, + "FN": 5914, + "FP": 4485, + "IoU": 0.6978879172598124, + "TN": 130732371, + "TP": 24022, + "n_pred": 28507, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6493422676107136, + "FN": 14205, + "FP": 4268, + "IoU": 0.48076004159991004, + "TN": 130731215, + "TP": 17104, + "n_pred": 21372, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9607477324545155, + "FN": 33980, + "FP": 72501, + "IoU": 0.9244605592476773, + "TN": 129357184, + "TP": 1303127, + "n_pred": 1375628, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8517871528862437, + "FN": 31087, + "FP": 113149, + "IoU": 0.7418373300972612, + "TN": 130208090, + "TP": 414466, + "n_pred": 527615, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8366498968787484, + "FN": 36311, + "FP": 39407, + "IoU": 0.7191729253592953, + "TN": 130497167, + "TP": 193907, + "n_pred": 233314, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8832150966955838, + "FN": 14320, + "FP": 8875, + "IoU": 0.7908551540070692, + "TN": 130655888, + "TP": 87709, + "n_pred": 96584, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7974482951309871, + "FN": 13897, + "FP": 81072, + "IoU": 0.6631301522439308, + "TN": 71954092, + "TP": 186947, + "n_pred": 268019, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3809916879427178, + "FN": 42816, + "FP": 21676, + "IoU": 0.23532410865673056, + "TN": 72151669, + "TP": 19847, + "n_pred": 41523, + "n_ref": 62663 + }, + "11": { + "Dice": 0.556539864512767, + "FN": 1619, + "FP": 83, + "IoU": 0.3855595667870036, + "TN": 72233238, + "TP": 1068, + "n_pred": 1151, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6524064171122995, + "FN": 1631, + "FP": 969, + "IoU": 0.48412698412698413, + "TN": 72230968, + "TP": 2440, + "n_pred": 3409, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4377769509183777, + "FN": 44554, + "FP": 21930, + "IoU": 0.2802269184133033, + "TN": 72143640, + "TP": 25884, + "n_pred": 47814, + "n_ref": 70438 + }, + "14": { + "Dice": 0.13643970611635728, + "FN": 11680, + "FP": 775235, + "IoU": 0.07321453808828379, + "TN": 71386928, + "TP": 62165, + "n_pred": 837400, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2687958636231047, + "FN": 4818, + "FP": 123025, + "IoU": 0.1552652618920187, + "TN": 72084667, + "TP": 23498, + "n_pred": 146523, + "n_ref": 28316 + }, + "2": { + "Dice": 0.494969262295082, + "FN": 78986, + "FP": 19596, + "IoU": 0.32887651387763717, + "TN": 72089117, + "TP": 48309, + "n_pred": 67905, + "n_ref": 127295 + }, + "3": { + "Dice": 0.750763226489538, + "FN": 10121, + "FP": 94867, + "IoU": 0.6009775267660663, + "TN": 71972895, + "TP": 158125, + "n_pred": 252992, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 49607, + "IoU": 0.0, + "TN": 72186401, + "TP": 0, + "n_pred": 49607, + "n_ref": 0 + }, + "5": { + "Dice": 0.8450734893848666, + "FN": 465, + "FP": 2381, + "IoU": 0.7317119155354449, + "TN": 72225400, + "TP": 7762, + "n_pred": 10143, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7884961786651375, + "FN": 188948, + "FP": 520726, + "IoU": 0.6508408514934394, + "TN": 70203485, + "TP": 1322849, + "n_pred": 1843575, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5156105411857311, + "FN": 119168, + "FP": 294364, + "IoU": 0.34735529690274214, + "TN": 71602383, + "TP": 220093, + "n_pred": 514457, + "n_ref": 339261 + }, + "8": { + "Dice": 0.925659436955091, + "FN": 4991, + "FP": 5062, + "IoU": 0.8616070814003112, + "TN": 72163367, + "TP": 62588, + "n_pred": 67650, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6230392944905037, + "FN": 22491, + "FP": 10337, + "IoU": 0.45247427322914757, + "TN": 72176051, + "TP": 27129, + "n_pred": 37466, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8329181950477726, + "FN": 12583, + "FP": 18072, + "IoU": 0.7136759321527311, + "TN": 52446056, + "TP": 76409, + "n_pred": 94481, + "n_ref": 88992 + }, + "10": { + "Dice": 0.3720796600686516, + "FN": 34881, + "FP": 6644, + "IoU": 0.22856134353867877, + "TN": 52499292, + "TP": 12303, + "n_pred": 18947, + "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": 0.34627329192546585, + "FN": 2951, + "FP": 1259, + "IoU": 0.20938967136150236, + "TN": 52547795, + "TP": 1115, + "n_pred": 2374, + "n_ref": 4066 + }, + "13": { + "Dice": 0.49982386392229883, + "FN": 11683, + "FP": 8195, + "IoU": 0.33317678631331765, + "TN": 52523310, + "TP": 9932, + "n_pred": 18127, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3116117547494674, + "FN": 45159, + "FP": 2019, + "IoU": 0.1845616703539823, + "TN": 52495264, + "TP": 10678, + "n_pred": 12697, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 26773, + "IoU": 0.0, + "TN": 52501078, + "TP": 0, + "n_pred": 26773, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7039663242227117, + "FN": 52128, + "FP": 17635, + "IoU": 0.5431697782085115, + "TN": 52400409, + "TP": 82948, + "n_pred": 100583, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8097846077012111, + "FN": 23106, + "FP": 33263, + "IoU": 0.680368119031958, + "TN": 52376764, + "TP": 119987, + "n_pred": 153250, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 193, + "IoU": 0.0, + "TN": 52551047, + "TP": 0, + "n_pred": 193, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7762009562115808, + "FN": 1168, + "FP": 1781, + "IoU": 0.6342552399851172, + "TN": 52545057, + "TP": 5114, + "n_pred": 6895, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9165218332680088, + "FN": 70140, + "FP": 57863, + "IoU": 0.845907062467572, + "TN": 51722433, + "TP": 702684, + "n_pred": 760547, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5370427736570798, + "FN": 115917, + "FP": 17092, + "IoU": 0.3670939682902225, + "TN": 52342964, + "TP": 77147, + "n_pred": 94239, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7490962999065838, + "FN": 22645, + "FP": 2065, + "IoU": 0.5988440995503028, + "TN": 52491523, + "TP": 36887, + "n_pred": 38952, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7919734676451298, + "FN": 14093, + "FP": 19527, + "IoU": 0.655592775848469, + "TN": 52455503, + "TP": 63997, + "n_pred": 83524, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9118467568335307, + "FN": 15056, + "FP": 38631, + "IoU": 0.8379764178987364, + "TN": 143805897, + "TP": 277666, + "n_pred": 316297, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7543921613307508, + "FN": 32066, + "FP": 11048, + "IoU": 0.6056417902256533, + "TN": 144027923, + "TP": 66213, + "n_pred": 77261, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6120657452372058, + "FN": 3342, + "FP": 812, + "IoU": 0.4409904454313013, + "TN": 144129819, + "TP": 3277, + "n_pred": 4089, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6348954721093827, + "FN": 2442, + "FP": 1243, + "IoU": 0.46508927275366524, + "TN": 144130361, + "TP": 3204, + "n_pred": 4447, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7648131600537188, + "FN": 31121, + "FP": 13886, + "IoU": 0.619188235592747, + "TN": 144019063, + "TP": 73180, + "n_pred": 87066, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9485983211195169, + "FN": 25710, + "FP": 15947, + "IoU": 0.9022225664786557, + "TN": 143711211, + "TP": 384382, + "n_pred": 400329, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5340236497283477, + "FN": 1779, + "FP": 34672, + "IoU": 0.36427848896020093, + "TN": 144079912, + "TP": 20887, + "n_pred": 55559, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9351876926729559, + "FN": 11991, + "FP": 5480, + "IoU": 0.8782652926134186, + "TN": 143993733, + "TP": 126046, + "n_pred": 131526, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9436151767844281, + "FN": 8476, + "FP": 11329, + "IoU": 0.8932494636870304, + "TN": 143951724, + "TP": 165721, + "n_pred": 177050, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9088683402700616, + "FN": 2910, + "FP": 6768, + "IoU": 0.8329593703614209, + "TN": 144079312, + "TP": 48260, + "n_pred": 55028, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7782081250319917, + "FN": 9327, + "FP": 3672, + "IoU": 0.6369400067031616, + "TN": 144101446, + "TP": 22805, + "n_pred": 26477, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8805853713900401, + "FN": 39602, + "FP": 318129, + "IoU": 0.7866480827425959, + "TN": 142460532, + "TP": 1318987, + "n_pred": 1637116, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8491115702869934, + "FN": 24485, + "FP": 55330, + "IoU": 0.7377879109434905, + "TN": 143832859, + "TP": 224576, + "n_pred": 279906, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7924475530587585, + "FN": 47784, + "FP": 47203, + "IoU": 0.656242762015055, + "TN": 143860930, + "TP": 181333, + "n_pred": 228536, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8907001713778365, + "FN": 8185, + "FP": 12989, + "IoU": 0.8029390687675083, + "TN": 144029801, + "TP": 86275, + "n_pred": 99264, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9207425146459931, + "FN": 9853, + "FP": 25295, + "IoU": 0.8531259010392508, + "TN": 111539613, + "TP": 204159, + "n_pred": 229454, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5666778527122552, + "FN": 19828, + "FP": 20201, + "IoU": 0.3953597269005936, + "TN": 111712717, + "TP": 26174, + "n_pred": 46375, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6688492388279588, + "FN": 1752, + "FP": 271, + "IoU": 0.5024594195769798, + "TN": 111774854, + "TP": 2043, + "n_pred": 2314, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6149553571428571, + "FN": 2456, + "FP": 304, + "IoU": 0.44399677679290894, + "TN": 111773956, + "TP": 2204, + "n_pred": 2508, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6533177514193959, + "FN": 17444, + "FP": 20231, + "IoU": 0.4851313308005576, + "TN": 111705746, + "TP": 35499, + "n_pred": 55730, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6480002198207676, + "FN": 9436, + "FP": 80237, + "IoU": 0.47929018134519463, + "TN": 111606707, + "TP": 82540, + "n_pred": 162777, + "n_ref": 91976 + }, + "15": { + "Dice": 0.20476509900375145, + "FN": 6611, + "FP": 25398, + "IoU": 0.11406033766952671, + "TN": 111742790, + "TP": 4121, + "n_pred": 29519, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9037068705361634, + "FN": 26634, + "FP": 11656, + "IoU": 0.8243295942009038, + "TN": 111560955, + "TP": 179675, + "n_pred": 191331, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8226507220590061, + "FN": 3796, + "FP": 21920, + "IoU": 0.6987312409939198, + "TN": 111693561, + "TP": 59643, + "n_pred": 81563, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8820226172916181, + "FN": 1637, + "FP": 2922, + "IoU": 0.7889449562520253, + "TN": 111757319, + "TP": 17042, + "n_pred": 19964, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5389712378521645, + "FN": 15435, + "FP": 3351, + "IoU": 0.36889844458628684, + "TN": 111749153, + "TP": 10981, + "n_pred": 14332, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9698467122616846, + "FN": 35579, + "FP": 38988, + "IoU": 0.941458639025428, + "TN": 110505171, + "TP": 1199182, + "n_pred": 1238170, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.73710699152305, + "FN": 73918, + "FP": 43403, + "IoU": 0.5836654305434802, + "TN": 111497125, + "TP": 164474, + "n_pred": 207877, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8081607588880392, + "FN": 62727, + "FP": 39117, + "IoU": 0.678078662801908, + "TN": 111462557, + "TP": 214519, + "n_pred": 253636, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7973130729336114, + "FN": 17846, + "FP": 13927, + "IoU": 0.6629431608427216, + "TN": 111684654, + "TP": 62493, + "n_pred": 76420, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8666303452801802, + "FN": 25425, + "FP": 17659, + "IoU": 0.7646493283732922, + "TN": 198904812, + "TP": 139979, + "n_pred": 157638, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7191956645750143, + "FN": 17740, + "FP": 17702, + "IoU": 0.5615187618305312, + "TN": 199007046, + "TP": 45387, + "n_pred": 63089, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7442882249560633, + "FN": 1047, + "FP": 1281, + "IoU": 0.5927221833449965, + "TN": 199082159, + "TP": 3388, + "n_pred": 4669, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7257991895542548, + "FN": 917, + "FP": 910, + "IoU": 0.5696113074204947, + "TN": 199083630, + "TP": 2418, + "n_pred": 3328, + "n_ref": 3335 + }, + "13": { + "Dice": 0.34345462149728145, + "FN": 25329, + "FP": 13916, + "IoU": 0.2073318521510806, + "TN": 199038365, + "TP": 10265, + "n_pred": 24181, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6309506043874049, + "FN": 23694, + "FP": 3509, + "IoU": 0.460867669500763, + "TN": 199037418, + "TP": 23254, + "n_pred": 26763, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6775111348081687, + "FN": 64866, + "FP": 5295, + "IoU": 0.5123000674261962, + "TN": 198944014, + "TP": 73700, + "n_pred": 78995, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9282723891527888, + "FN": 4413, + "FP": 14930, + "IoU": 0.8661458189165998, + "TN": 198943367, + "TP": 125165, + "n_pred": 140095, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9542803893447098, + "FN": 7752, + "FP": 4808, + "IoU": 0.9125585669630114, + "TN": 198944236, + "TP": 131079, + "n_pred": 135887, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7989130434782609, + "FN": 1979, + "FP": 5643, + "IoU": 0.665158371040724, + "TN": 199065112, + "TP": 15141, + "n_pred": 20784, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6840426107175688, + "FN": 7418, + "FP": 4268, + "IoU": 0.5198060486522025, + "TN": 199063539, + "TP": 12650, + "n_pred": 16918, + "n_ref": 20068 + }, + "6": { + "Dice": 0.944286645957403, + "FN": 54593, + "FP": 75257, + "IoU": 0.8944536339731683, + "TN": 197857610, + "TP": 1100415, + "n_pred": 1175672, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.821186881832379, + "FN": 20511, + "FP": 38571, + "IoU": 0.6966217708103334, + "TN": 198893128, + "TP": 135665, + "n_pred": 174236, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8940159608812059, + "FN": 14507, + "FP": 10115, + "IoU": 0.8083443605511014, + "TN": 198959405, + "TP": 103848, + "n_pred": 113963, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8996608720156252, + "FN": 10814, + "FP": 9838, + "IoU": 0.8176214488197321, + "TN": 198974638, + "TP": 92585, + "n_pred": 102423, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8574685241749236, + "FN": 11728, + "FP": 45668, + "IoU": 0.7504988197858661, + "TN": 130845149, + "TP": 172647, + "n_pred": 218315, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7636896342695494, + "FN": 14690, + "FP": 27412, + "IoU": 0.6177167606439486, + "TN": 130965059, + "TP": 68031, + "n_pred": 95443, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7009690816797416, + "FN": 1033, + "FP": 1559, + "IoU": 0.5396092362344582, + "TN": 131069562, + "TP": 3038, + "n_pred": 4597, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7112751286782558, + "FN": 973, + "FP": 2000, + "IoU": 0.5519216277317257, + "TN": 131068557, + "TP": 3662, + "n_pred": 5662, + "n_ref": 4635 + }, + "13": { + "Dice": 0.43522186733197166, + "FN": 58409, + "FP": 23991, + "IoU": 0.27813647075313847, + "TN": 130961043, + "TP": 31749, + "n_pred": 55740, + "n_ref": 90158 + }, + "14": { + "Dice": 0.1706505881512768, + "FN": 23159, + "FP": 302009, + "IoU": 0.09328485145919659, + "TN": 130716570, + "TP": 33454, + "n_pred": 335463, + "n_ref": 56613 + }, + "15": { + "Dice": 0.46703758239369114, + "FN": 3949, + "FP": 49982, + "IoU": 0.30466342620646975, + "TN": 130997631, + "TP": 23630, + "n_pred": 73612, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6740484207003881, + "FN": 13212, + "FP": 129001, + "IoU": 0.508350705428045, + "TN": 130785935, + "TP": 147044, + "n_pred": 276045, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8497938638542666, + "FN": 12803, + "FP": 49863, + "IoU": 0.7388187535687046, + "TN": 130835259, + "TP": 177267, + "n_pred": 227130, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8833325970755842, + "FN": 13092, + "FP": 2754, + "IoU": 0.7910435952211409, + "TN": 130999358, + "TP": 59988, + "n_pred": 62742, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7245375883146781, + "FN": 5572, + "FP": 1368, + "IoU": 0.56805875396776, + "TN": 131059125, + "TP": 9127, + "n_pred": 10495, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8234697724068526, + "FN": 39293, + "FP": 573245, + "IoU": 0.6999138254963853, + "TN": 129033985, + "TP": 1428669, + "n_pred": 2001914, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5754873496474492, + "FN": 252696, + "FP": 521070, + "IoU": 0.4039889357985151, + "TN": 129776951, + "TP": 524475, + "n_pred": 1045545, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8984390731390813, + "FN": 7718, + "FP": 19518, + "IoU": 0.8156054297417149, + "TN": 130927487, + "TP": 120469, + "n_pred": 139987, + "n_ref": 128187 + }, + "9": { + "Dice": 0.716852148839319, + "FN": 21291, + "FP": 13667, + "IoU": 0.5586668349955813, + "TN": 130995982, + "TP": 44252, + "n_pred": 57919, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8387198681958508, + "FN": 5801, + "FP": 74861, + "IoU": 0.722237335528015, + "TN": 101326801, + "TP": 209737, + "n_pred": 284598, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7457533787423537, + "FN": 14674, + "FP": 6565, + "IoU": 0.5945827288692067, + "TN": 101564812, + "TP": 31149, + "n_pred": 37714, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8060897435897436, + "FN": 935, + "FP": 1001, + "IoU": 0.6751677852348993, + "TN": 101611240, + "TP": 4024, + "n_pred": 5025, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7862570908701701, + "FN": 1817, + "FP": 180, + "IoU": 0.6477954144620811, + "TN": 101611530, + "TP": 3673, + "n_pred": 3853, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7618481182289746, + "FN": 9487, + "FP": 22146, + "IoU": 0.6153107138513925, + "TN": 101534970, + "TP": 50597, + "n_pred": 72743, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8973379455557227, + "FN": 2106, + "FP": 11546, + "IoU": 0.8137923509193082, + "TN": 101543884, + "TP": 59664, + "n_pred": 71210, + "n_ref": 61770 + }, + "15": { + "Dice": 0.656409293341203, + "FN": 8799, + "FP": 16815, + "IoU": 0.4885485513468181, + "TN": 101567119, + "TP": 24467, + "n_pred": 41282, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6723372834608619, + "FN": 79467, + "FP": 11059, + "IoU": 0.5064066913119813, + "TN": 101433798, + "TP": 92876, + "n_pred": 103935, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7996673077427212, + "FN": 5201, + "FP": 78860, + "IoU": 0.6662047221582471, + "TN": 101365366, + "TP": 167773, + "n_pred": 246633, + "n_ref": 172974 + }, + "4": { + "Dice": 0.30194665033581974, + "FN": 1175, + "FP": 68356, + "IoU": 0.1778192954865258, + "TN": 101532631, + "TP": 15038, + "n_pred": 83394, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7679427475688262, + "FN": 7944, + "FP": 5610, + "IoU": 0.6233011867374447, + "TN": 101581219, + "TP": 22427, + "n_pred": 28037, + "n_ref": 30371 + }, + "6": { + "Dice": 0.895412086805975, + "FN": 199341, + "FP": 112377, + "IoU": 0.8106299879896408, + "TN": 99971121, + "TP": 1334361, + "n_pred": 1446738, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8637842030773697, + "FN": 46993, + "FP": 73121, + "IoU": 0.7602290035192922, + "TN": 101116247, + "TP": 380839, + "n_pred": 453960, + "n_ref": 427832 + }, + "8": { + "Dice": 0.864877635519706, + "FN": 50737, + "FP": 5884, + "IoU": 0.7619245841532536, + "TN": 101379372, + "TP": 181207, + "n_pred": 187091, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9169914055410239, + "FN": 3697, + "FP": 10298, + "IoU": 0.8467074132492114, + "TN": 101525904, + "TP": 77301, + "n_pred": 87599, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631552661357061, + "FN": 11990, + "FP": 3281, + "IoU": 0.9289291199329828, + "TN": 118967342, + "TP": 199599, + "n_pred": 202880, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7607806570786145, + "FN": 16292, + "FP": 24243, + "IoU": 0.6139192883199512, + "TN": 119077221, + "TP": 64456, + "n_pred": 88699, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6104998428167243, + "FN": 2096, + "FP": 382, + "IoU": 0.43936651583710407, + "TN": 119177792, + "TP": 1942, + "n_pred": 2324, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6065128900949797, + "FN": 1453, + "FP": 2027, + "IoU": 0.4352482960077897, + "TN": 119176050, + "TP": 2682, + "n_pred": 4709, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6363885020887209, + "FN": 7482, + "FP": 21764, + "IoU": 0.46669341162311495, + "TN": 119127373, + "TP": 25593, + "n_pred": 47357, + "n_ref": 33075 + }, + "14": { + "Dice": 0.30746610492980647, + "FN": 44119, + "FP": 53851, + "IoU": 0.18166023488531383, + "TN": 119062494, + "TP": 21748, + "n_pred": 75599, + "n_ref": 65867 + }, + "15": { + "Dice": 0.09094732415098307, + "FN": 15530, + "FP": 88222, + "IoU": 0.04764002863909236, + "TN": 119073270, + "TP": 5190, + "n_pred": 93412, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9041771037157164, + "FN": 15350, + "FP": 22407, + "IoU": 0.8251124399586832, + "TN": 118966319, + "TP": 178136, + "n_pred": 200543, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8737098389781559, + "FN": 17751, + "FP": 34068, + "IoU": 0.7757413402115395, + "TN": 118951144, + "TP": 179249, + "n_pred": 213317, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8220518304475438, + "FN": 7207, + "FP": 8435, + "IoU": 0.6978675732055938, + "TN": 119130440, + "TP": 36130, + "n_pred": 44565, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8759998783417987, + "FN": 3321, + "FP": 756, + "IoU": 0.779359238012772, + "TN": 119163734, + "TP": 14401, + "n_pred": 15157, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9570959874981985, + "FN": 45476, + "FP": 106348, + "IoU": 0.917722030047847, + "TN": 117336955, + "TP": 1693433, + "n_pred": 1799781, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8021143389706524, + "FN": 35558, + "FP": 93749, + "IoU": 0.669608431810923, + "TN": 118790837, + "TP": 262068, + "n_pred": 355817, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9512880362246857, + "FN": 4117, + "FP": 3876, + "IoU": 0.9071013482101348, + "TN": 119096172, + "TP": 78047, + "n_pred": 81923, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9245069336514018, + "FN": 8786, + "FP": 3746, + "IoU": 0.8596121747118196, + "TN": 119092945, + "TP": 76735, + "n_pred": 80481, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57638, + "IoU": 0.0, + "TN": 61274842, + "TP": 0, + "n_pred": 57638, + "n_ref": 0 + }, + "10": { + "Dice": 0.7044809127692192, + "FN": 6396, + "FP": 17122, + "IoU": 0.5437827352085354, + "TN": 61280930, + "TP": 28032, + "n_pred": 45154, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8477132262051916, + "FN": 435, + "FP": 797, + "IoU": 0.7356790388328684, + "TN": 61327819, + "TP": 3429, + "n_pred": 4226, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5896512704454274, + "FN": 1984, + "FP": 2005, + "IoU": 0.4180889861415025, + "TN": 61325625, + "TP": 2866, + "n_pred": 4871, + "n_ref": 4850 + }, + "13": { + "Dice": 0.44996046881380375, + "FN": 26801, + "FP": 36508, + "IoU": 0.2902896731088292, + "TN": 61243276, + "TP": 25895, + "n_pred": 62403, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9447518126258173, + "FN": 22547, + "FP": 6462, + "IoU": 0.895288732953602, + "TN": 61055442, + "TP": 248029, + "n_pred": 254491, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7166191760971944, + "FN": 31959, + "FP": 20452, + "IoU": 0.5583838894506236, + "TN": 61213800, + "TP": 66269, + "n_pred": 86721, + "n_ref": 98228 + }, + "2": { + "Dice": 0.693092337166277, + "FN": 73935, + "FP": 3120, + "IoU": 0.5303299971961819, + "TN": 61168418, + "TP": 87007, + "n_pred": 90127, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7333347114637813, + "FN": 4483, + "FP": 85816, + "IoU": 0.5789490863140617, + "TN": 61118019, + "TP": 124162, + "n_pred": 209978, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9262933154214296, + "FN": 3576, + "FP": 2569, + "IoU": 0.8627061084052013, + "TN": 61287722, + "TP": 38613, + "n_pred": 41182, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7375044042885186, + "FN": 1246, + "FP": 3969, + "IoU": 0.5841639422693565, + "TN": 61319939, + "TP": 7326, + "n_pred": 11295, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9494725107873048, + "FN": 29845, + "FP": 95346, + "IoU": 0.9038054887063214, + "TN": 60031044, + "TP": 1176245, + "n_pred": 1271591, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.6379042062422644, + "FN": 88005, + "FP": 43938, + "IoU": 0.46832550923780547, + "TN": 61084315, + "TP": 116222, + "n_pred": 160160, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9295917093270071, + "FN": 7762, + "FP": 3516, + "IoU": 0.8684459167842854, + "TN": 61246751, + "TP": 74451, + "n_pred": 77967, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8428623922068378, + "FN": 9470, + "FP": 10629, + "IoU": 0.7284029025850304, + "TN": 61258477, + "TP": 53904, + "n_pred": 64533, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724020501334186, + "FN": 6973, + "FP": 2687, + "IoU": 0.9462864832103557, + "TN": 148927657, + "TP": 170183, + "n_pred": 172870, + "n_ref": 177156 + }, + "10": { + "Dice": 0.803357080121011, + "FN": 11062, + "FP": 19163, + "IoU": 0.6713423585059534, + "TN": 149015535, + "TP": 61740, + "n_pred": 80903, + "n_ref": 72802 + }, + "11": { + "Dice": 0.82170245398773, + "FN": 461, + "FP": 469, + "IoU": 0.6973641392775789, + "TN": 149104427, + "TP": 2143, + "n_pred": 2612, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5204172876304024, + "FN": 1224, + "FP": 385, + "IoU": 0.3517324738114424, + "TN": 149105018, + "TP": 873, + "n_pred": 1258, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6253507672099827, + "FN": 37234, + "FP": 19241, + "IoU": 0.4549166087560806, + "TN": 149003892, + "TP": 47133, + "n_pred": 66374, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8558403214792762, + "FN": 5959, + "FP": 23386, + "IoU": 0.748007762855082, + "TN": 148991048, + "TP": 87107, + "n_pred": 110493, + "n_ref": 93066 + }, + "15": { + "Dice": 0.58609125122664, + "FN": 10868, + "FP": 27515, + "IoU": 0.4145184416852253, + "TN": 149041942, + "TP": 27175, + "n_pred": 54690, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8563312751752686, + "FN": 3406, + "FP": 48133, + "IoU": 0.7487581469944476, + "TN": 148902363, + "TP": 153598, + "n_pred": 201731, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6689993137378092, + "FN": 25479, + "FP": 8766, + "IoU": 0.5026288270493232, + "TN": 149038648, + "TP": 34607, + "n_pred": 43373, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9232848935451166, + "FN": 1245, + "FP": 2841, + "IoU": 0.8575015693659761, + "TN": 149078826, + "TP": 24588, + "n_pred": 27429, + "n_ref": 25833 + }, + "5": { + "Dice": 0.34482920640887094, + "FN": 26377, + "FP": 1511, + "IoU": 0.20833451613818946, + "TN": 149072273, + "TP": 7339, + "n_pred": 8850, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9669529181035439, + "FN": 37882, + "FP": 35131, + "IoU": 0.936020182476507, + "TN": 147966312, + "TP": 1068175, + "n_pred": 1103306, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8045674941055748, + "FN": 69706, + "FP": 30092, + "IoU": 0.6730346465722008, + "TN": 148802275, + "TP": 205427, + "n_pred": 235519, + "n_ref": 275133 + }, + "8": { + "Dice": 0.861522932891313, + "FN": 42997, + "FP": 16819, + "IoU": 0.7567327948724205, + "TN": 148861614, + "TP": 186070, + "n_pred": 202889, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8665204904110435, + "FN": 17340, + "FP": 4271, + "IoU": 0.7644783016194773, + "TN": 149015742, + "TP": 70147, + "n_pred": 74418, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5810914473764036, + "FN": 299592, + "FP": 11133, + "IoU": 0.4095341072558562, + "TN": 100186563, + "TP": 215512, + "n_pred": 226645, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3867920549909332, + "FN": 24713, + "FP": 18910, + "IoU": 0.2397657761279866, + "TN": 100655419, + "TP": 13758, + "n_pred": 32668, + "n_ref": 38471 + }, + "11": { + "Dice": 0.3341373211127191, + "FN": 2442, + "FP": 1699, + "IoU": 0.20057915057915057, + "TN": 100707620, + "TP": 1039, + "n_pred": 2738, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6054186188633123, + "FN": 2901, + "FP": 973, + "IoU": 0.4341221151037102, + "TN": 100705954, + "TP": 2972, + "n_pred": 3945, + "n_ref": 5873 + }, + "13": { + "Dice": 0.03894297635605007, + "FN": 38287, + "FP": 4555, + "IoU": 0.019858156028368795, + "TN": 100669090, + "TP": 868, + "n_pred": 5423, + "n_ref": 39155 + }, + "14": { + "Dice": 0.553068746952706, + "FN": 12102, + "FP": 217062, + "IoU": 0.38223567691134014, + "TN": 100341843, + "TP": 141793, + "n_pred": 358855, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8220943833098608, + "FN": 9166, + "FP": 28099, + "IoU": 0.6979289101446926, + "TN": 100589435, + "TP": 86100, + "n_pred": 114199, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2882792946832199, + "FN": 192439, + "FP": 8610, + "IoU": 0.1684149135941365, + "TN": 100471034, + "TP": 40717, + "n_pred": 49327, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6549561869701604, + "FN": 21836, + "FP": 191114, + "IoU": 0.4869404108813446, + "TN": 100297741, + "TP": 202109, + "n_pred": 393223, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6813032086687036, + "FN": 10716, + "FP": 33195, + "IoU": 0.5166488711790153, + "TN": 100621953, + "TP": 46936, + "n_pred": 80131, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5037547486527079, + "FN": 10771, + "FP": 463, + "IoU": 0.3366792631081719, + "TN": 100695864, + "TP": 5702, + "n_pred": 6165, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6395195619372035, + "FN": 833916, + "FP": 568695, + "IoU": 0.4700689139256002, + "TN": 98066020, + "TP": 1244169, + "n_pred": 1812864, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.600651734899945, + "FN": 15254, + "FP": 193570, + "IoU": 0.4292367739184624, + "TN": 100346932, + "TP": 157044, + "n_pred": 350614, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8826663723650812, + "FN": 6027, + "FP": 20552, + "IoU": 0.7899756621783931, + "TN": 100586248, + "TP": 99973, + "n_pred": 120525, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7815115944681185, + "FN": 27121, + "FP": 14666, + "IoU": 0.641377949039229, + "TN": 100596279, + "TP": 74734, + "n_pred": 89400, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8359409774770765, + "FN": 2713, + "FP": 26773, + "IoU": 0.7181259380347396, + "TN": 78846093, + "TP": 75121, + "n_pred": 101894, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6144533462814599, + "FN": 19962, + "FP": 3859, + "IoU": 0.44347358829988553, + "TN": 78907897, + "TP": 18982, + "n_pred": 22841, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5004304160688666, + "FN": 496, + "FP": 1245, + "IoU": 0.3337160352085725, + "TN": 78948087, + "TP": 872, + "n_pred": 2117, + "n_ref": 1368 + }, + "12": { + "Dice": 0.42947484190266705, + "FN": 1779, + "FP": 296, + "IoU": 0.27345938375350143, + "TN": 78947844, + "TP": 781, + "n_pred": 1077, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3945997976158156, + "FN": 43417, + "FP": 5641, + "IoU": 0.24579528333794545, + "TN": 78885654, + "TP": 15988, + "n_pred": 21629, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2777135959996551, + "FN": 19216, + "FP": 22673, + "IoU": 0.16124704657402586, + "TN": 78900758, + "TP": 8053, + "n_pred": 30726, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8948467022689691, + "FN": 9604, + "FP": 2033, + "IoU": 0.8097036891679749, + "TN": 78889548, + "TP": 49515, + "n_pred": 51548, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8028266017567198, + "FN": 15027, + "FP": 26771, + "IoU": 0.6706017715852851, + "TN": 78823808, + "TP": 85094, + "n_pred": 111865, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9291998181404865, + "FN": 2926, + "FP": 9532, + "IoU": 0.8677621034083792, + "TN": 78856491, + "TP": 81751, + "n_pred": 91283, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7885888460256227, + "FN": 570, + "FP": 8308, + "IoU": 0.6509671331970436, + "TN": 78925264, + "TP": 16558, + "n_pred": 24866, + "n_ref": 17128 + }, + "5": { + "Dice": 0.37542180366555655, + "FN": 26287, + "FP": 2032, + "IoU": 0.23108878631550367, + "TN": 78913870, + "TP": 8511, + "n_pred": 10543, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9422174239579422, + "FN": 44679, + "FP": 36567, + "IoU": 0.890747725759929, + "TN": 78207045, + "TP": 662409, + "n_pred": 698976, + "n_ref": 707088 + }, + "7": { + "Dice": 0.42487110213047063, + "FN": 513371, + "FP": 49051, + "IoU": 0.2697373546413491, + "TN": 78180536, + "TP": 207742, + "n_pred": 256793, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6788529283785583, + "FN": 160275, + "FP": 1358, + "IoU": 0.5138360012753184, + "TN": 78618234, + "TP": 170833, + "n_pred": 172191, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6532596242617043, + "FN": 27683, + "FP": 3490, + "IoU": 0.48506723049985134, + "TN": 78890162, + "TP": 29365, + "n_pred": 32855, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557707909071342, + "FN": 3882, + "FP": 9475, + "IoU": 0.915288312742586, + "TN": 104846764, + "TP": 144319, + "n_pred": 153794, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7550752587554632, + "FN": 21066, + "FP": 21860, + "IoU": 0.606522815186903, + "TN": 104895346, + "TP": 66168, + "n_pred": 88028, + "n_ref": 87234 + }, + "11": { + "Dice": 0.854836849994235, + "FN": 624, + "FP": 635, + "IoU": 0.7464760370519533, + "TN": 104999474, + "TP": 3707, + "n_pred": 4342, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7543566013586689, + "FN": 1002, + "FP": 1493, + "IoU": 0.6055959532089789, + "TN": 104998114, + "TP": 3831, + "n_pred": 5324, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8239219571259528, + "FN": 17937, + "FP": 7657, + "IoU": 0.700567417373501, + "TN": 104918965, + "TP": 59881, + "n_pred": 67538, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9500990263562455, + "FN": 1482, + "FP": 5724, + "IoU": 0.9049415613539825, + "TN": 104928634, + "TP": 68600, + "n_pred": 74324, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5528380412645001, + "FN": 8752, + "FP": 16497, + "IoU": 0.3820153217318942, + "TN": 104963583, + "TP": 15608, + "n_pred": 32105, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8243148774058658, + "FN": 42222, + "FP": 12564, + "IoU": 0.7011357561342833, + "TN": 104821126, + "TP": 128528, + "n_pred": 141092, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8599137061978306, + "FN": 4268, + "FP": 44368, + "IoU": 0.7542531744066777, + "TN": 104806529, + "TP": 149275, + "n_pred": 193643, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4532, + "IoU": 0.0, + "TN": 104999908, + "TP": 0, + "n_pred": 4532, + "n_ref": 0 + }, + "5": { + "Dice": 0.7083441054808687, + "FN": 8161, + "FP": 9889, + "IoU": 0.548400010007756, + "TN": 104964471, + "TP": 21919, + "n_pred": 31808, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9447770775843666, + "FN": 27641, + "FP": 113603, + "IoU": 0.8953341114136979, + "TN": 103654965, + "TP": 1208231, + "n_pred": 1321834, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7995928133733999, + "FN": 9372, + "FP": 101269, + "IoU": 0.6661013215194305, + "TN": 104673079, + "TP": 220720, + "n_pred": 321989, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8607204753841926, + "FN": 85828, + "FP": 4903, + "IoU": 0.7554954309167001, + "TN": 104633359, + "TP": 280350, + "n_pred": 285253, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8788370899742387, + "FN": 10485, + "FP": 12420, + "IoU": 0.7838620793779606, + "TN": 104898466, + "TP": 83069, + "n_pred": 95489, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8954369814819931, + "FN": 45376, + "FP": 41677, + "IoU": 0.8106707960252024, + "TN": 177216491, + "TP": 372744, + "n_pred": 414421, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3442599711476722, + "FN": 51319, + "FP": 27318, + "IoU": 0.20791909668711409, + "TN": 177577009, + "TP": 20642, + "n_pred": 47960, + "n_ref": 71961 + }, + "11": { + "Dice": 0.77039586919105, + "FN": 1386, + "FP": 615, + "IoU": 0.6265397536394177, + "TN": 177670930, + "TP": 3357, + "n_pred": 3972, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7557552967073282, + "FN": 1078, + "FP": 1585, + "IoU": 0.6074008550788736, + "TN": 177669505, + "TP": 4120, + "n_pred": 5705, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8079588706470487, + "FN": 20193, + "FP": 6851, + "IoU": 0.6777944575499798, + "TN": 177592354, + "TP": 56890, + "n_pred": 63741, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8849829456411517, + "FN": 4245, + "FP": 14470, + "IoU": 0.7936945378382847, + "TN": 177585573, + "TP": 72000, + "n_pred": 86470, + "n_ref": 76245 + }, + "15": { + "Dice": 0.22649395767317831, + "FN": 6479, + "FP": 107518, + "IoU": 0.12770971864072173, + "TN": 177545601, + "TP": 16690, + "n_pred": 124208, + "n_ref": 23169 + }, + "2": { + "Dice": 0.959348201011002, + "FN": 12723, + "FP": 4366, + "IoU": 0.9218724283598193, + "TN": 177457556, + "TP": 201643, + "n_pred": 206009, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9703729742178693, + "FN": 6908, + "FP": 5313, + "IoU": 0.9424509554620029, + "TN": 177463930, + "TP": 200137, + "n_pred": 205450, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8390407579196684, + "FN": 4676, + "FP": 6741, + "IoU": 0.7227133628017681, + "TN": 177635114, + "TP": 29757, + "n_pred": 36498, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7186373467916366, + "FN": 11246, + "FP": 4364, + "IoU": 0.5608383738922492, + "TN": 177640743, + "TP": 19935, + "n_pred": 24299, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9241674327582488, + "FN": 111153, + "FP": 166916, + "IoU": 0.8590253361893053, + "TN": 175703813, + "TP": 1694406, + "n_pred": 1861322, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7602215072255956, + "FN": 22512, + "FP": 195544, + "IoU": 0.6131913980249445, + "TN": 177112557, + "TP": 345675, + "n_pred": 541219, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8087762052823324, + "FN": 35832, + "FP": 41536, + "IoU": 0.6789456430174993, + "TN": 177435307, + "TP": 163613, + "n_pred": 205149, + "n_ref": 199445 + }, + "9": { + "Dice": 0.920291933819393, + "FN": 11713, + "FP": 9682, + "IoU": 0.8523525595903552, + "TN": 177531382, + "TP": 123511, + "n_pred": 133193, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505013903181311, + "FN": 13413, + "FP": 4673, + "IoU": 0.9056718908910736, + "TN": 193813800, + "TP": 173649, + "n_pred": 178322, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8682993548097782, + "FN": 9595, + "FP": 13900, + "IoU": 0.7672517979910051, + "TN": 193904589, + "TP": 77451, + "n_pred": 91351, + "n_ref": 87046 + }, + "11": { + "Dice": 0.745031871016123, + "FN": 1125, + "FP": 235, + "IoU": 0.5936659695249478, + "TN": 194002188, + "TP": 1987, + "n_pred": 2222, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7894010488545404, + "FN": 1090, + "FP": 436, + "IoU": 0.6520747834017327, + "TN": 194001149, + "TP": 2860, + "n_pred": 3296, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7240727297283609, + "FN": 23988, + "FP": 8700, + "IoU": 0.5674874631170859, + "TN": 193929958, + "TP": 42889, + "n_pred": 51589, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8123612978920046, + "FN": 2508, + "FP": 31397, + "IoU": 0.684013830511002, + "TN": 193898236, + "TP": 73394, + "n_pred": 104791, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5563225506887479, + "FN": 2994, + "FP": 25672, + "IoU": 0.38535100132938804, + "TN": 193958897, + "TP": 17972, + "n_pred": 43644, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9342598804851511, + "FN": 4523, + "FP": 14388, + "IoU": 0.8766301121425822, + "TN": 193852248, + "TP": 134376, + "n_pred": 148764, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9219094659015754, + "FN": 13978, + "FP": 6449, + "IoU": 0.8551317693115089, + "TN": 193864531, + "TP": 120577, + "n_pred": 127026, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9091964026689875, + "FN": 658, + "FP": 3411, + "IoU": 0.8335106382978723, + "TN": 193981095, + "TP": 20371, + "n_pred": 23782, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5197721495151115, + "FN": 16229, + "FP": 4173, + "IoU": 0.35114333873994213, + "TN": 193974092, + "TP": 11041, + "n_pred": 15214, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9397680216741723, + "FN": 36906, + "FP": 135924, + "IoU": 0.8863796234085719, + "TN": 192484417, + "TP": 1348288, + "n_pred": 1484212, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8718194020744356, + "FN": 54051, + "FP": 24732, + "IoU": 0.7727658175273432, + "TN": 193658831, + "TP": 267921, + "n_pred": 292653, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8853134491031495, + "FN": 41581, + "FP": 10190, + "IoU": 0.7942263664981398, + "TN": 193753943, + "TP": 199821, + "n_pred": 210011, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8755091761201874, + "FN": 18462, + "FP": 4276, + "IoU": 0.7785827661086929, + "TN": 193902842, + "TP": 79955, + "n_pred": 84231, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517518789033556, + "FN": 2063, + "FP": 9332, + "IoU": 0.9079452276123925, + "TN": 99532015, + "TP": 112390, + "n_pred": 121722, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8607342408219897, + "FN": 14302, + "FP": 4267, + "IoU": 0.7555166420897409, + "TN": 99579848, + "TP": 57383, + "n_pred": 61650, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7611233827705901, + "FN": 1230, + "FP": 284, + "IoU": 0.6143657666836475, + "TN": 99651874, + "TP": 2412, + "n_pred": 2696, + "n_ref": 3642 + }, + "12": { + "Dice": 0.688501245995016, + "FN": 1634, + "FP": 116, + "IoU": 0.5249728555917481, + "TN": 99652116, + "TP": 1934, + "n_pred": 2050, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6675171526586621, + "FN": 14298, + "FP": 16716, + "IoU": 0.5009574074372053, + "TN": 99593653, + "TP": 31133, + "n_pred": 47849, + "n_ref": 45431 + }, + "14": { + "Dice": 0.16528520499108734, + "FN": 43013, + "FP": 69373, + "IoU": 0.09008768307789464, + "TN": 99532287, + "TP": 11127, + "n_pred": 80500, + "n_ref": 54140 + }, + "15": { + "Dice": 0.48174871373336986, + "FN": 22123, + "FP": 11923, + "IoU": 0.3173049929817526, + "TN": 99605930, + "TP": 15824, + "n_pred": 27747, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9426580287958229, + "FN": 7149, + "FP": 5942, + "IoU": 0.8915356190034301, + "TN": 99535106, + "TP": 107603, + "n_pred": 113545, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9467033012504862, + "FN": 9416, + "FP": 3464, + "IoU": 0.8988002168566782, + "TN": 99528527, + "TP": 114393, + "n_pred": 117857, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8902634464531729, + "FN": 3074, + "FP": 829, + "IoU": 0.8022295414238663, + "TN": 99636065, + "TP": 15832, + "n_pred": 16661, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8639423403821309, + "FN": 613, + "FP": 1388, + "IoU": 0.7604740244194398, + "TN": 99647446, + "TP": 6353, + "n_pred": 7741, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9690693319445521, + "FN": 42274, + "FP": 41468, + "IoU": 0.9399946688679083, + "TN": 98260224, + "TP": 1311834, + "n_pred": 1353302, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8819043875315826, + "FN": 12171, + "FP": 29288, + "IoU": 0.788755789484411, + "TN": 99459539, + "TP": 154802, + "n_pred": 184090, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9625595173549156, + "FN": 3279, + "FP": 4317, + "IoU": 0.9278214350193369, + "TN": 99550561, + "TP": 97643, + "n_pred": 101960, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9365100779795472, + "FN": 8764, + "FP": 3001, + "IoU": 0.8806008017455726, + "TN": 99557265, + "TP": 86770, + "n_pred": 89771, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9037546875873417, + "FN": 75060, + "FP": 4142, + "IoU": 0.8244091695118166, + "TN": 62632460, + "TP": 371858, + "n_pred": 376000, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8825884708237649, + "FN": 10889, + "FP": 5063, + "IoU": 0.7898508721083417, + "TN": 63007612, + "TP": 59956, + "n_pred": 65019, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7668119551681195, + "FN": 1082, + "FP": 416, + "IoU": 0.621812673567281, + "TN": 63079559, + "TP": 2463, + "n_pred": 2879, + "n_ref": 3545 + }, + "12": { + "Dice": 0.770764119601329, + "FN": 950, + "FP": 568, + "IoU": 0.6270270270270271, + "TN": 63079450, + "TP": 2552, + "n_pred": 3120, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6994652155556598, + "FN": 15834, + "FP": 9792, + "IoU": 0.5378289177051959, + "TN": 63028073, + "TP": 29821, + "n_pred": 39613, + "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": 0.948168426440423, + "FN": 1709, + "FP": 11658, + "IoU": 0.9014451080144511, + "TN": 62947890, + "TP": 122263, + "n_pred": 133921, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9713314764095681, + "FN": 2397, + "FP": 4993, + "IoU": 0.9442609102291412, + "TN": 62950938, + "TP": 125192, + "n_pred": 130185, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5478460325424701, + "FN": 10386, + "FP": 2230, + "IoU": 0.37726442568734886, + "TN": 63063261, + "TP": 7643, + "n_pred": 9873, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5203548049734671, + "FN": 10237, + "FP": 2146, + "IoU": 0.35167539267015707, + "TN": 63064420, + "TP": 6717, + "n_pred": 8863, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9043413632605283, + "FN": 156245, + "FP": 49687, + "IoU": 0.8253860581537721, + "TN": 61904164, + "TP": 973424, + "n_pred": 1023111, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8333087501134611, + "FN": 9768, + "FP": 48998, + "IoU": 0.7142495927645814, + "TN": 62877865, + "TP": 146889, + "n_pred": 195887, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9194082370078889, + "FN": 14760, + "FP": 2280, + "IoU": 0.8508377247500831, + "TN": 62969282, + "TP": 97198, + "n_pred": 99478, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8937373463178492, + "FN": 3380, + "FP": 6015, + "IoU": 0.8078889252412891, + "TN": 63034616, + "TP": 39509, + "n_pred": 45524, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648066704814845, + "FN": 17428, + "FP": 4098, + "IoU": 0.9320062668199679, + "TN": 109292230, + "TP": 295062, + "n_pred": 299160, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5969998916928408, + "FN": 32807, + "FP": 41611, + "IoU": 0.425516639776438, + "TN": 109479279, + "TP": 55121, + "n_pred": 96732, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7088437205545833, + "FN": 1833, + "FP": 330, + "IoU": 0.548999165971643, + "TN": 109604022, + "TP": 2633, + "n_pred": 2963, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7385630288254696, + "FN": 1506, + "FP": 317, + "IoU": 0.585493406093679, + "TN": 109604420, + "TP": 2575, + "n_pred": 2892, + "n_ref": 4081 + }, + "13": { + "Dice": 0.556486908538336, + "FN": 41045, + "FP": 22290, + "IoU": 0.3855087368655949, + "TN": 109505749, + "TP": 39734, + "n_pred": 62024, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5275918965991383, + "FN": 39361, + "FP": 63709, + "IoU": 0.3583190661478599, + "TN": 109448193, + "TP": 57555, + "n_pred": 121264, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7718247266909608, + "FN": 16703, + "FP": 34641, + "IoU": 0.6284320678525424, + "TN": 109470636, + "TP": 86838, + "n_pred": 121479, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7709186650617489, + "FN": 77322, + "FP": 3943, + "IoU": 0.6272316104291664, + "TN": 109390814, + "TP": 136739, + "n_pred": 140682, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8563307406848245, + "FN": 15969, + "FP": 61112, + "IoU": 0.7487573297175023, + "TN": 109302019, + "TP": 229718, + "n_pred": 290830, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7437412354306996, + "FN": 17938, + "FP": 4356, + "IoU": 0.5920286937744758, + "TN": 109554172, + "TP": 32352, + "n_pred": 36708, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6433416636915388, + "FN": 5146, + "FP": 848, + "IoU": 0.47421052631578947, + "TN": 109597418, + "TP": 5406, + "n_pred": 6254, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8453431581957451, + "FN": 38433, + "FP": 405054, + "IoU": 0.7321163549118375, + "TN": 107953297, + "TP": 1212034, + "n_pred": 1617088, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6965050204656753, + "FN": 527436, + "FP": 56919, + "IoU": 0.53433655779365, + "TN": 108353931, + "TP": 670532, + "n_pred": 727451, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9197975535903631, + "FN": 5274, + "FP": 9400, + "IoU": 0.8515047865773442, + "TN": 109510000, + "TP": 84144, + "n_pred": 93544, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7004725078887563, + "FN": 12358, + "FP": 24282, + "IoU": 0.5390209227130329, + "TN": 109529335, + "TP": 42843, + "n_pred": 67125, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321477090280351, + "FN": 2169, + "FP": 6072, + "IoU": 0.872918208734271, + "TN": 67002504, + "TP": 56607, + "n_pred": 62679, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7213520902152865, + "FN": 28134, + "FP": 11006, + "IoU": 0.5641522460524264, + "TN": 66977550, + "TP": 50662, + "n_pred": 61668, + "n_ref": 78796 + }, + "11": { + "Dice": 0.3848611452445318, + "FN": 2343, + "FP": 160, + "IoU": 0.23828362751065124, + "TN": 67064066, + "TP": 783, + "n_pred": 943, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6949766960124288, + "FN": 1298, + "FP": 469, + "IoU": 0.5325396825396825, + "TN": 67063572, + "TP": 2013, + "n_pred": 2482, + "n_ref": 3311 + }, + "13": { + "Dice": 0.39728644274303937, + "FN": 25005, + "FP": 15064, + "IoU": 0.24788362271234163, + "TN": 67014077, + "TP": 13206, + "n_pred": 28270, + "n_ref": 38211 + }, + "14": { + "Dice": 0.76213262533959, + "FN": 26102, + "FP": 4718, + "IoU": 0.615681971219792, + "TN": 66987158, + "TP": 49374, + "n_pred": 54092, + "n_ref": 75476 + }, + "15": { + "Dice": 0.03606230136842382, + "FN": 29989, + "FP": 43411, + "IoU": 0.01836224305564843, + "TN": 66992579, + "TP": 1373, + "n_pred": 44784, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9458445789668105, + "FN": 3931, + "FP": 12342, + "IoU": 0.8972534410910469, + "TN": 66908972, + "TP": 142107, + "n_pred": 154449, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9507388060893596, + "FN": 11577, + "FP": 3842, + "IoU": 0.9061030862543541, + "TN": 66903140, + "TP": 148793, + "n_pred": 152635, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 3255, + "IoU": 0.0, + "TN": 67051058, + "TP": 0, + "n_pred": 3255, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6269962809013345, + "FN": 4622, + "FP": 493, + "IoU": 0.45666029318036966, + "TN": 67057938, + "TP": 4299, + "n_pred": 4792, + "n_ref": 8921 + }, + "6": { + "Dice": 0.964161848635178, + "FN": 43765, + "FP": 33259, + "IoU": 0.9308035694232702, + "TN": 65954231, + "TP": 1036097, + "n_pred": 1069356, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6311501624977737, + "FN": 186829, + "FP": 5770, + "IoU": 0.46108064245341096, + "TN": 66709972, + "TP": 164781, + "n_pred": 170551, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9017590996361875, + "FN": 7513, + "FP": 9526, + "IoU": 0.8210940781184376, + "TN": 66972112, + "TP": 78201, + "n_pred": 87727, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9192496407784347, + "FN": 7931, + "FP": 4264, + "IoU": 0.8505661209685325, + "TN": 66985744, + "TP": 69413, + "n_pred": 73677, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6385183734644845, + "FN": 95439, + "FP": 551, + "IoU": 0.4689878739599929, + "TN": 74338512, + "TP": 84778, + "n_pred": 85329, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7301838238523085, + "FN": 14580, + "FP": 16141, + "IoU": 0.5750311246368792, + "TN": 74446990, + "TP": 41569, + "n_pred": 57710, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6041115408100957, + "FN": 1903, + "FP": 42, + "IoU": 0.4327792359288422, + "TN": 74515851, + "TP": 1484, + "n_pred": 1526, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6889083991805678, + "FN": 1024, + "FP": 39, + "IoU": 0.5254464285714285, + "TN": 74517040, + "TP": 1177, + "n_pred": 1216, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4923617910573471, + "FN": 19507, + "FP": 28710, + "IoU": 0.32657821229050277, + "TN": 74447680, + "TP": 23383, + "n_pred": 52093, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5764815803523758, + "FN": 14649, + "FP": 10735, + "IoU": 0.4049695264885138, + "TN": 74476620, + "TP": 17276, + "n_pred": 28011, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7702692706021601, + "FN": 9534, + "FP": 2888, + "IoU": 0.6263723042680542, + "TN": 74486033, + "TP": 20825, + "n_pred": 23713, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8557515111021334, + "FN": 3224, + "FP": 43193, + "IoU": 0.7478720919495278, + "TN": 74335179, + "TP": 137684, + "n_pred": 180877, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9040940129439893, + "FN": 8544, + "FP": 22664, + "IoU": 0.8249740612994588, + "TN": 74340975, + "TP": 147097, + "n_pred": 169761, + "n_ref": 155641 + }, + "4": { + "Dice": 0.3155537219308069, + "FN": 10601, + "FP": 1012, + "IoU": 0.18733379986004198, + "TN": 74504990, + "TP": 2677, + "n_pred": 3689, + "n_ref": 13278 + }, + "5": { + "Dice": 0.593380735587498, + "FN": 4354, + "FP": 3595, + "IoU": 0.42184886173539893, + "TN": 74505531, + "TP": 5800, + "n_pred": 9395, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9514352804455796, + "FN": 53679, + "FP": 104787, + "IoU": 0.9073691520442199, + "TN": 72808554, + "TP": 1552260, + "n_pred": 1657047, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8184699403078131, + "FN": 25414, + "FP": 37476, + "IoU": 0.6927203701622636, + "TN": 74314613, + "TP": 141777, + "n_pred": 179253, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9591875956120324, + "FN": 1992, + "FP": 3317, + "IoU": 0.9215758685889861, + "TN": 74451584, + "TP": 62387, + "n_pred": 65704, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9123296454826172, + "FN": 11756, + "FP": 3831, + "IoU": 0.8387924169243658, + "TN": 74422591, + "TP": 81102, + "n_pred": 84933, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9174710061036176, + "FN": 15060, + "FP": 33130, + "IoU": 0.8475255732424625, + "TN": 65735127, + "TP": 267863, + "n_pred": 300993, + "n_ref": 282923 + }, + "10": { + "Dice": 0.43029602888086643, + "FN": 53735, + "FP": 25169, + "IoU": 0.2741255910654818, + "TN": 65942478, + "TP": 29798, + "n_pred": 54967, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6889379136463915, + "FN": 1451, + "FP": 523, + "IoU": 0.5254807692307693, + "TN": 66047020, + "TP": 2186, + "n_pred": 2709, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7526806117068026, + "FN": 885, + "FP": 522, + "IoU": 0.6034385569334837, + "TN": 66047632, + "TP": 2141, + "n_pred": 2663, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7700356457362215, + "FN": 12522, + "FP": 8445, + "IoU": 0.6260633839239536, + "TN": 65995109, + "TP": 35104, + "n_pred": 43549, + "n_ref": 47626 + }, + "14": { + "Dice": 0.5393286915140523, + "FN": 3363, + "FP": 91117, + "IoU": 0.36923343970731576, + "TN": 65901394, + "TP": 55306, + "n_pred": 146423, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7519002065659908, + "FN": 5850, + "FP": 6521, + "IoU": 0.6024359674775847, + "TN": 66020063, + "TP": 18746, + "n_pred": 25267, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8259229422609181, + "FN": 37324, + "FP": 7622, + "IoU": 0.703465702542043, + "TN": 65899609, + "TP": 106625, + "n_pred": 114247, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8708918797241902, + "FN": 9810, + "FP": 33780, + "IoU": 0.7713095531643643, + "TN": 65860573, + "TP": 147017, + "n_pred": 180797, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8703809717272073, + "FN": 5962, + "FP": 1057, + "IoU": 0.7705084191597188, + "TN": 66020595, + "TP": 23566, + "n_pred": 24623, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7849492513878764, + "FN": 2980, + "FP": 855, + "IoU": 0.6460217832748754, + "TN": 66040346, + "TP": 6999, + "n_pred": 7854, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8927641295595806, + "FN": 39998, + "FP": 196266, + "IoU": 0.8062998620198878, + "TN": 64831439, + "TP": 983477, + "n_pred": 1179743, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6236390284757118, + "FN": 529757, + "FP": 9493, + "IoU": 0.4531071727390279, + "TN": 65065155, + "TP": 446775, + "n_pred": 456268, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9433884672371564, + "FN": 3301, + "FP": 6060, + "IoU": 0.8928432427482315, + "TN": 65963822, + "TP": 77997, + "n_pred": 84057, + "n_ref": 81298 + }, + "9": { + "Dice": 0.885372579443416, + "FN": 12453, + "FP": 2470, + "IoU": 0.7943215491695955, + "TN": 65978625, + "TP": 57632, + "n_pred": 60102, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822458929137047, + "FN": 3245, + "FP": 2192, + "IoU": 0.9651112052259397, + "TN": 113316702, + "TP": 150401, + "n_pred": 152593, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8120620813305028, + "FN": 6739, + "FP": 27433, + "IoU": 0.6835896628672488, + "TN": 113364541, + "TP": 73827, + "n_pred": 101260, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7055693508336289, + "FN": 1241, + "FP": 419, + "IoU": 0.5450808440668676, + "TN": 113468891, + "TP": 1989, + "n_pred": 2408, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8629095674967234, + "FN": 791, + "FP": 255, + "IoU": 0.7588750576302443, + "TN": 113468202, + "TP": 3292, + "n_pred": 3547, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6014925091631512, + "FN": 29039, + "FP": 34348, + "IoU": 0.43009602244119977, + "TN": 113361316, + "TP": 47837, + "n_pred": 82185, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9514246158910263, + "FN": 17911, + "FP": 7176, + "IoU": 0.9073497531124086, + "TN": 113201769, + "TP": 245684, + "n_pred": 252860, + "n_ref": 263595 + }, + "15": { + "Dice": 0.41034247354647857, + "FN": 7457, + "FP": 34003, + "IoU": 0.25813262713380813, + "TN": 113416654, + "TP": 14426, + "n_pred": 48429, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9464634683268579, + "FN": 4556, + "FP": 9306, + "IoU": 0.8983679634001496, + "TN": 113336146, + "TP": 122532, + "n_pred": 131838, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9240123739326694, + "FN": 3211, + "FP": 16047, + "IoU": 0.8587574350737457, + "TN": 113336193, + "TP": 117089, + "n_pred": 133136, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8340452369348966, + "FN": 1998, + "FP": 9580, + "IoU": 0.7153324154209284, + "TN": 113431868, + "TP": 29094, + "n_pred": 38674, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5667047619047619, + "FN": 17950, + "FP": 4798, + "IoU": 0.3953859238783755, + "TN": 113434916, + "TP": 14876, + "n_pred": 19674, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9627364936834094, + "FN": 38663, + "FP": 46874, + "IoU": 0.9281503569928602, + "TN": 112282040, + "TP": 1104963, + "n_pred": 1151837, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8293796039634287, + "FN": 28478, + "FP": 49509, + "IoU": 0.7084957743530704, + "TN": 113205007, + "TP": 189546, + "n_pred": 239055, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8641657070079238, + "FN": 44606, + "FP": 8827, + "IoU": 0.7608202290947668, + "TN": 113249139, + "TP": 169968, + "n_pred": 178795, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8960049071364646, + "FN": 17134, + "FP": 3550, + "IoU": 0.8116022552350418, + "TN": 113362751, + "TP": 89105, + "n_pred": 92655, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7802741585318725, + "FN": 3014, + "FP": 66921, + "IoU": 0.6397127387189672, + "TN": 75002619, + "TP": 124174, + "n_pred": 191095, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8031664742012686, + "FN": 28070, + "FP": 7213, + "IoU": 0.6710761830182347, + "TN": 75089460, + "TP": 71985, + "n_pred": 79198, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6749621657978813, + "FN": 1537, + "FP": 396, + "IoU": 0.5093908629441625, + "TN": 75192788, + "TP": 2007, + "n_pred": 2403, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6342161775232641, + "FN": 1334, + "FP": 710, + "IoU": 0.4643605870020964, + "TN": 75192912, + "TP": 1772, + "n_pred": 2482, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6411435911678933, + "FN": 18325, + "FP": 23021, + "IoU": 0.471825858126493, + "TN": 75118447, + "TP": 36935, + "n_pred": 59956, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9500149164677805, + "FN": 5678, + "FP": 7726, + "IoU": 0.9047889644983024, + "TN": 75055946, + "TP": 127378, + "n_pred": 135104, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5991967342638925, + "FN": 28309, + "FP": 32565, + "IoU": 0.4277522396758698, + "TN": 75090351, + "TP": 45503, + "n_pred": 78068, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9385003352175851, + "FN": 8428, + "FP": 9643, + "IoU": 0.8841268314577924, + "TN": 75040773, + "TP": 137884, + "n_pred": 147527, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9340713650291589, + "FN": 5765, + "FP": 14245, + "IoU": 0.8762982195845698, + "TN": 75034968, + "TP": 141750, + "n_pred": 155995, + "n_ref": 147515 + }, + "4": { + "Dice": 0.895116274669341, + "FN": 1310, + "FP": 4233, + "IoU": 0.8101452253733388, + "TN": 75167532, + "TP": 23653, + "n_pred": 27886, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8032897196261682, + "FN": 2329, + "FP": 302, + "IoU": 0.6712482818942896, + "TN": 75188725, + "TP": 5372, + "n_pred": 5674, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9348808752855859, + "FN": 28747, + "FP": 142296, + "IoU": 0.877724240972813, + "TN": 73797898, + "TP": 1227787, + "n_pred": 1370083, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8681757816490496, + "FN": 7340, + "FP": 36534, + "IoU": 0.7670588485144519, + "TN": 75008380, + "TP": 144474, + "n_pred": 181008, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9077465051722207, + "FN": 11817, + "FP": 3005, + "IoU": 0.8310767687819111, + "TN": 75108984, + "TP": 72922, + "n_pred": 75927, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8703580443819308, + "FN": 7929, + "FP": 12717, + "IoU": 0.7704724847137299, + "TN": 75106778, + "TP": 69304, + "n_pred": 82021, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746866401712014, + "FN": 8616, + "FP": 2148, + "IoU": 0.9506231737133998, + "TN": 86709875, + "TP": 207233, + "n_pred": 209381, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7083767630256093, + "FN": 15138, + "FP": 29068, + "IoU": 0.5484391599248182, + "TN": 86829976, + "TP": 53690, + "n_pred": 82758, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6964069438837304, + "FN": 865, + "FP": 639, + "IoU": 0.5342211210901208, + "TN": 86924643, + "TP": 1725, + "n_pred": 2364, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6677416465107946, + "FN": 1188, + "FP": 2521, + "IoU": 0.501210328133405, + "TN": 86920436, + "TP": 3727, + "n_pred": 6248, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6359037226327785, + "FN": 18532, + "FP": 23642, + "IoU": 0.4661721706770629, + "TN": 86848869, + "TP": 36829, + "n_pred": 60471, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7708345571938969, + "FN": 11109, + "FP": 31802, + "IoU": 0.6271202641640597, + "TN": 86812792, + "TP": 72169, + "n_pred": 103971, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7133061224489796, + "FN": 66535, + "FP": 10729, + "IoU": 0.5543712726811318, + "TN": 86754490, + "TP": 96118, + "n_pred": 106847, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8798935880770277, + "FN": 7795, + "FP": 23989, + "IoU": 0.785544639965454, + "TN": 86779664, + "TP": 116424, + "n_pred": 140413, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9286703730161195, + "FN": 20849, + "FP": 2117, + "IoU": 0.8668390657977132, + "TN": 86755404, + "TP": 149502, + "n_pred": 151619, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5799817071663412, + "FN": 4791, + "FP": 12200, + "IoU": 0.40843256040665693, + "TN": 86899150, + "TP": 11731, + "n_pred": 23931, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8675213675213675, + "FN": 195, + "FP": 1417, + "IoU": 0.7660377358490567, + "TN": 86920982, + "TP": 5278, + "n_pred": 6695, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8527630395942276, + "FN": 26184, + "FP": 370287, + "IoU": 0.7433190082130977, + "TN": 85383266, + "TP": 1148135, + "n_pred": 1518422, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6071571034264893, + "FN": 569623, + "FP": 17333, + "IoU": 0.435912122551752, + "TN": 85887332, + "TP": 453584, + "n_pred": 470917, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9468117173156496, + "FN": 2560, + "FP": 3263, + "IoU": 0.8989956809075298, + "TN": 86870221, + "TP": 51828, + "n_pred": 55091, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8340171172395056, + "FN": 4716, + "FP": 13611, + "IoU": 0.7152910472107005, + "TN": 86863501, + "TP": 46044, + "n_pred": 59655, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7516271703652201, + "FN": 10629, + "FP": 40811, + "IoU": 0.6020854928291846, + "TN": 37620326, + "TP": 77834, + "n_pred": 118645, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6595174735209629, + "FN": 21821, + "FP": 16819, + "IoU": 0.4920000525879863, + "TN": 37673537, + "TP": 37423, + "n_pred": 54242, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8484251968503937, + "FN": 433, + "FP": 337, + "IoU": 0.7367521367521368, + "TN": 37746675, + "TP": 2155, + "n_pred": 2492, + "n_ref": 2588 + }, + "12": { + "Dice": 0.4116594221426745, + "FN": 2112, + "FP": 189, + "IoU": 0.25917578879587894, + "TN": 37746494, + "TP": 805, + "n_pred": 994, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6386059578470563, + "FN": 19085, + "FP": 10116, + "IoU": 0.4690823803203578, + "TN": 37694599, + "TP": 25800, + "n_pred": 35916, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2897176395939086, + "FN": 8955, + "FP": 438807, + "IoU": 0.169397548791369, + "TN": 37210519, + "TP": 91319, + "n_pred": 530126, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21680, + "IoU": 0.0, + "TN": 37727920, + "TP": 0, + "n_pred": 21680, + "n_ref": 0 + }, + "2": { + "Dice": 0.6998890532544378, + "FN": 39672, + "FP": 12264, + "IoU": 0.5383302517422842, + "TN": 37637104, + "TP": 60560, + "n_pred": 72824, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8315459627484897, + "FN": 5771, + "FP": 27828, + "IoU": 0.7116633913170338, + "TN": 37633073, + "TP": 82928, + "n_pred": 110756, + "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": 0.8043608721744349, + "FN": 2007, + "FP": 1905, + "IoU": 0.6727455245106241, + "TN": 37737646, + "TP": 8042, + "n_pred": 9947, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9102998694401401, + "FN": 89567, + "FP": 39116, + "IoU": 0.8353673124481057, + "TN": 36967963, + "TP": 652954, + "n_pred": 692070, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8145218277835616, + "FN": 43292, + "FP": 94246, + "IoU": 0.6870829399251481, + "TN": 37310065, + "TP": 301997, + "n_pred": 396243, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9430390201135916, + "FN": 3866, + "FP": 5100, + "IoU": 0.8922174404346885, + "TN": 37666414, + "TP": 74220, + "n_pred": 79320, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8912049928837262, + "FN": 4364, + "FP": 7943, + "IoU": 0.8037599260133304, + "TN": 37686886, + "TP": 50407, + "n_pred": 58350, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9324820470086518, + "FN": 7794, + "FP": 19754, + "IoU": 0.8735047915547413, + "TN": 75688909, + "TP": 190231, + "n_pred": 209985, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8700094676613047, + "FN": 19002, + "FP": 9419, + "IoU": 0.7699263336841253, + "TN": 75783158, + "TP": 95109, + "n_pred": 104528, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6974297668858338, + "FN": 1425, + "FP": 1106, + "IoU": 0.5354258443465492, + "TN": 75901240, + "TP": 2917, + "n_pred": 4023, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7675318761384335, + "FN": 1213, + "FP": 829, + "IoU": 0.6227600221688527, + "TN": 75901275, + "TP": 3371, + "n_pred": 4200, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7487587684853648, + "FN": 13375, + "FP": 5500, + "IoU": 0.5984127997276654, + "TN": 75859687, + "TP": 28126, + "n_pred": 33626, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9090549278246938, + "FN": 4247, + "FP": 19650, + "IoU": 0.8332728668108561, + "TN": 75763358, + "TP": 119433, + "n_pred": 139083, + "n_ref": 123680 + }, + "15": { + "Dice": 0.697413491555403, + "FN": 81599, + "FP": 10095, + "IoU": 0.5354066597758457, + "TN": 75709324, + "TP": 105670, + "n_pred": 115765, + "n_ref": 187269 + }, + "2": { + "Dice": 0.829630655359484, + "FN": 6984, + "FP": 69297, + "IoU": 0.708862257165757, + "TN": 75644678, + "TP": 185729, + "n_pred": 255026, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8188132741938118, + "FN": 75768, + "FP": 1887, + "IoU": 0.6932123908139521, + "TN": 75653565, + "TP": 175468, + "n_pred": 177355, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9075723477764747, + "FN": 1544, + "FP": 4288, + "IoU": 0.830784854199913, + "TN": 75872223, + "TP": 28633, + "n_pred": 32921, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8742752517546536, + "FN": 1034, + "FP": 1438, + "IoU": 0.7766332339387367, + "TN": 75895621, + "TP": 8595, + "n_pred": 10033, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9728181731373049, + "FN": 71825, + "FP": 19550, + "IoU": 0.9470749459310118, + "TN": 74180190, + "TP": 1635123, + "n_pred": 1654673, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8851615784580023, + "FN": 43827, + "FP": 15828, + "IoU": 0.7939819451447359, + "TN": 75617126, + "TP": 229907, + "n_pred": 245735, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9578807713692741, + "FN": 4747, + "FP": 2904, + "IoU": 0.9191662000401475, + "TN": 75812037, + "TP": 87000, + "n_pred": 89904, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8638511498220474, + "FN": 13304, + "FP": 7009, + "IoU": 0.7603327237331131, + "TN": 75821933, + "TP": 64442, + "n_pred": 71451, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571631885977031, + "FN": 3246, + "FP": 4971, + "IoU": 0.9178456093342265, + "TN": 61287731, + "TP": 91802, + "n_pred": 96773, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8847295534993479, + "FN": 6819, + "FP": 11743, + "IoU": 0.7932870061027217, + "TN": 61297954, + "TP": 71234, + "n_pred": 82977, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8155203810057431, + "FN": 431, + "FP": 886, + "IoU": 0.6885052034058656, + "TN": 61383522, + "TP": 2911, + "n_pred": 3797, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8387096774193549, + "FN": 587, + "FP": 483, + "IoU": 0.7222222222222222, + "TN": 61383898, + "TP": 2782, + "n_pred": 3265, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5634030395990914, + "FN": 15396, + "FP": 21892, + "IoU": 0.39217891665444116, + "TN": 61326403, + "TP": 24059, + "n_pred": 45951, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7992865276141458, + "FN": 5741, + "FP": 24754, + "IoU": 0.6656763216172956, + "TN": 61296536, + "TP": 60719, + "n_pred": 85473, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8682789507357646, + "FN": 8803, + "FP": 1491, + "IoU": 0.7672199357785717, + "TN": 61343528, + "TP": 33928, + "n_pred": 35419, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9575544953800431, + "FN": 4608, + "FP": 6789, + "IoU": 0.9185655184240423, + "TN": 61247797, + "TP": 128556, + "n_pred": 135345, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9651803447927615, + "FN": 4600, + "FP": 4709, + "IoU": 0.9327039160262851, + "TN": 61249421, + "TP": 129020, + "n_pred": 133729, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7102043002115297, + "FN": 5714, + "FP": 5109, + "IoU": 0.5506331741747976, + "TN": 61363665, + "TP": 13262, + "n_pred": 18371, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5325302334302053, + "FN": 16334, + "FP": 3612, + "IoU": 0.362890088478615, + "TN": 61356443, + "TP": 11361, + "n_pred": 14973, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9706418032649924, + "FN": 36203, + "FP": 21778, + "IoU": 0.9429582494643205, + "TN": 60371284, + "TP": 958485, + "n_pred": 980263, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8263766654967396, + "FN": 23561, + "FP": 42232, + "IoU": 0.7041242630426278, + "TN": 61165383, + "TP": 156574, + "n_pred": 198806, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8620423705283755, + "FN": 50713, + "FP": 11893, + "IoU": 0.7575346816108068, + "TN": 61129544, + "TP": 195600, + "n_pred": 207493, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9073462717326385, + "FN": 10594, + "FP": 3523, + "IoU": 0.8304060547813551, + "TN": 61304510, + "TP": 69123, + "n_pred": 72646, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780914301450042, + "FN": 4370, + "FP": 3745, + "IoU": 0.9571222504610084, + "TN": 39559541, + "TP": 181144, + "n_pred": 184889, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5966491670299263, + "FN": 20351, + "FP": 22213, + "IoU": 0.42516037544736307, + "TN": 39674755, + "TP": 31481, + "n_pred": 53694, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7673758865248227, + "FN": 867, + "FP": 445, + "IoU": 0.622554660529344, + "TN": 39745324, + "TP": 2164, + "n_pred": 2609, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8429061614202595, + "FN": 635, + "FP": 418, + "IoU": 0.7284682826199071, + "TN": 39744922, + "TP": 2825, + "n_pred": 3243, + "n_ref": 3460 + }, + "13": { + "Dice": 0.665588336783989, + "FN": 12949, + "FP": 18063, + "IoU": 0.4987878591977244, + "TN": 39686926, + "TP": 30862, + "n_pred": 48925, + "n_ref": 43811 + }, + "14": { + "Dice": 0.27132312874622283, + "FN": 19640, + "FP": 53909, + "IoU": 0.1569542192980445, + "TN": 39661558, + "TP": 13693, + "n_pred": 67602, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7896791290646039, + "FN": 7614, + "FP": 15878, + "IoU": 0.6524543598544249, + "TN": 39681206, + "TP": 44102, + "n_pred": 59980, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8727282747978009, + "FN": 22837, + "FP": 4874, + "IoU": 0.7741951255286381, + "TN": 39626079, + "TP": 95010, + "n_pred": 99884, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9057210303409012, + "FN": 3824, + "FP": 23334, + "IoU": 0.8276875051551624, + "TN": 39591191, + "TP": 130451, + "n_pred": 153785, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9193775924873139, + "FN": 1941, + "FP": 1888, + "IoU": 0.8507852382993648, + "TN": 39723139, + "TP": 21832, + "n_pred": 23720, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8505302378905131, + "FN": 589, + "FP": 1497, + "IoU": 0.7399326767236005, + "TN": 39740779, + "TP": 5935, + "n_pred": 7432, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9054389374959402, + "FN": 21937, + "FP": 167309, + "IoU": 0.827216469243425, + "TN": 38653522, + "TP": 906032, + "n_pred": 1073341, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7157734606677356, + "FN": 313787, + "FP": 18413, + "IoU": 0.5573576302510483, + "TN": 38998307, + "TP": 418293, + "n_pred": 436706, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9634063745019921, + "FN": 1171, + "FP": 2503, + "IoU": 0.9293963910294598, + "TN": 39696763, + "TP": 48363, + "n_pred": 50866, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9189238548550948, + "FN": 1376, + "FP": 5727, + "IoU": 0.8500084466593463, + "TN": 39701444, + "TP": 40253, + "n_pred": 45980, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8362661910932152, + "FN": 6924, + "FP": 28331, + "IoU": 0.7186060804393113, + "TN": 101271321, + "TP": 90032, + "n_pred": 118363, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7805383594959098, + "FN": 25905, + "FP": 5859, + "IoU": 0.6400679886685552, + "TN": 101308358, + "TP": 56486, + "n_pred": 62345, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6974413646055437, + "FN": 2258, + "FP": 580, + "IoU": 0.5354395154689802, + "TN": 101390499, + "TP": 3271, + "n_pred": 3851, + "n_ref": 5529 + }, + "12": { + "Dice": 0.699349778098875, + "FN": 1837, + "FP": 1076, + "IoU": 0.5376924297730519, + "TN": 101390307, + "TP": 3388, + "n_pred": 4464, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8848959221975772, + "FN": 8454, + "FP": 2340, + "IoU": 0.7935545567562399, + "TN": 101344323, + "TP": 41491, + "n_pred": 43831, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9625538722067756, + "FN": 11293, + "FP": 1488, + "IoU": 0.9278109449926292, + "TN": 101219559, + "TP": 164268, + "n_pred": 165756, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7480700002080862, + "FN": 8899, + "FP": 3208, + "IoU": 0.5975334086829334, + "TN": 101366526, + "TP": 17975, + "n_pred": 21183, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9312758142851377, + "FN": 8687, + "FP": 16854, + "IoU": 0.8713902302699491, + "TN": 101198015, + "TP": 173052, + "n_pred": 189906, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9649494610552838, + "FN": 3261, + "FP": 8647, + "IoU": 0.9322727970743304, + "TN": 101220785, + "TP": 163915, + "n_pred": 172562, + "n_ref": 167176 + }, + "4": { + "Dice": 0.681347799620439, + "FN": 632, + "FP": 8267, + "IoU": 0.5167001574974203, + "TN": 101378195, + "TP": 9514, + "n_pred": 17781, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7542865240187049, + "FN": 11901, + "FP": 5439, + "IoU": 0.6055056307587305, + "TN": 101352653, + "TP": 26615, + "n_pred": 32054, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9514480971118886, + "FN": 64833, + "FP": 115372, + "IoU": 0.9073924662110078, + "TN": 99450708, + "TP": 1765695, + "n_pred": 1881067, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7386864399889426, + "FN": 143030, + "FP": 81950, + "IoU": 0.5856485361042711, + "TN": 100853639, + "TP": 317989, + "n_pred": 399939, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8079301507704938, + "FN": 73658, + "FP": 12905, + "IoU": 0.6777540353803085, + "TN": 101127984, + "TP": 182061, + "n_pred": 194966, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9385081853947661, + "FN": 4439, + "FP": 6330, + "IoU": 0.8841407653659533, + "TN": 101303659, + "TP": 82180, + "n_pred": 88510, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9091822179258963, + "FN": 24187, + "FP": 14332, + "IoU": 0.8334867957480104, + "TN": 73652177, + "TP": 192808, + "n_pred": 207140, + "n_ref": 216995 + }, + "10": { + "Dice": 0.13485302939412117, + "FN": 66849, + "FP": 48527, + "IoU": 0.07230155667052618, + "TN": 73759136, + "TP": 8992, + "n_pred": 57519, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6230714029422318, + "FN": 2786, + "FP": 1416, + "IoU": 0.4525081433224756, + "TN": 73875829, + "TP": 3473, + "n_pred": 4889, + "n_ref": 6259 + }, + "12": { + "Dice": 0.24642913200439492, + "FN": 4756, + "FP": 45, + "IoU": 0.14052989616899392, + "TN": 73877918, + "TP": 785, + "n_pred": 830, + "n_ref": 5541 + }, + "13": { + "Dice": 0.017426774036021716, + "FN": 60329, + "FP": 42288, + "IoU": 0.00878997749379389, + "TN": 73779977, + "TP": 910, + "n_pred": 43198, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6038020558777016, + "FN": 9509, + "FP": 110745, + "IoU": 0.43246164229046613, + "TN": 73671617, + "TP": 91633, + "n_pred": 202378, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8023301582303393, + "FN": 59103, + "FP": 21249, + "IoU": 0.6699092940712502, + "TN": 73640080, + "TP": 163072, + "n_pred": 184321, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6384066664231751, + "FN": 77435, + "FP": 51268, + "IoU": 0.4688673561188191, + "TN": 73641186, + "TP": 113615, + "n_pred": 164883, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7302892438152743, + "FN": 40094, + "FP": 68809, + "IoU": 0.5751618943590544, + "TN": 73627164, + "TP": 147437, + "n_pred": 216246, + "n_ref": 187531 + }, + "4": { + "Dice": 0.20694584487357848, + "FN": 39781, + "FP": 22354, + "IoU": 0.11541527860824008, + "TN": 73813262, + "TP": 8107, + "n_pred": 30461, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6350414341281921, + "FN": 7618, + "FP": 1014, + "IoU": 0.465245942262421, + "TN": 73867362, + "TP": 7510, + "n_pred": 8524, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6986358998104151, + "FN": 183444, + "FP": 1126068, + "IoU": 0.5368489108533396, + "TN": 71056107, + "TP": 1517885, + "n_pred": 2643953, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.31784378125111046, + "FN": 109986, + "FP": 158774, + "IoU": 0.18895021622159922, + "TN": 73552131, + "TP": 62613, + "n_pred": 221387, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8372992789599708, + "FN": 17553, + "FP": 6501, + "IoU": 0.7201331037371433, + "TN": 73797556, + "TP": 61894, + "n_pred": 68395, + "n_ref": 79447 + }, + "9": { + "Dice": 0.791555153358877, + "FN": 7959, + "FP": 35345, + "IoU": 0.6550196771983493, + "TN": 73757978, + "TP": 82222, + "n_pred": 117567, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636782774710259, + "FN": 4870, + "FP": 8885, + "IoU": 0.9299026127902889, + "TN": 69299549, + "TP": 182472, + "n_pred": 191357, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7224570259412476, + "FN": 19098, + "FP": 18070, + "IoU": 0.5655050676268075, + "TN": 69410233, + "TP": 48375, + "n_pred": 66445, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7720119651450124, + "FN": 493, + "FP": 1260, + "IoU": 0.6286803643295912, + "TN": 69491055, + "TP": 2968, + "n_pred": 4228, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7302823758519961, + "FN": 527, + "FP": 1412, + "IoU": 0.5751533742331288, + "TN": 69491212, + "TP": 2625, + "n_pred": 4037, + "n_ref": 3152 + }, + "13": { + "Dice": 0.702247456187079, + "FN": 25746, + "FP": 18411, + "IoU": 0.5411258560309262, + "TN": 69399547, + "TP": 52072, + "n_pred": 70483, + "n_ref": 77818 + }, + "14": { + "Dice": 0.913282152598801, + "FN": 17441, + "FP": 7929, + "IoU": 0.8404041166553433, + "TN": 69336812, + "TP": 133594, + "n_pred": 141523, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6429093463177578, + "FN": 26261, + "FP": 48983, + "IoU": 0.4737408990131418, + "TN": 69352797, + "TP": 67735, + "n_pred": 116718, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9617870696938406, + "FN": 6711, + "FP": 4687, + "IoU": 0.9263871038576051, + "TN": 69340939, + "TP": 143439, + "n_pred": 148126, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9628925844181901, + "FN": 9403, + "FP": 3173, + "IoU": 0.9284405549043484, + "TN": 69320034, + "TP": 163166, + "n_pred": 166339, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7102511045243555, + "FN": 11719, + "FP": 9005, + "IoU": 0.5506894458416443, + "TN": 69449652, + "TP": 25400, + "n_pred": 34405, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8810140384353278, + "FN": 2933, + "FP": 1432, + "IoU": 0.7873325213154689, + "TN": 69475251, + "TP": 16160, + "n_pred": 17592, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9633402399551753, + "FN": 75092, + "FP": 29527, + "IoU": 0.9292733036281073, + "TN": 68016575, + "TP": 1374582, + "n_pred": 1404109, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8791947882201584, + "FN": 12986, + "FP": 69458, + "IoU": 0.7844313882373859, + "TN": 69113327, + "TP": 300005, + "n_pred": 369463, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8773182920770377, + "FN": 13637, + "FP": 7352, + "IoU": 0.7814488166019347, + "TN": 69399739, + "TP": 75048, + "n_pred": 82400, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9010035649021899, + "FN": 5178, + "FP": 11345, + "IoU": 0.8198421178882177, + "TN": 69404062, + "TP": 75191, + "n_pred": 86536, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.830191946280381, + "FN": 5834, + "FP": 74582, + "IoU": 0.7096821941348699, + "TN": 50556559, + "TP": 196577, + "n_pred": 271159, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8378776051560849, + "FN": 15194, + "FP": 8275, + "IoU": 0.7209891220353088, + "TN": 50749437, + "TP": 60646, + "n_pred": 68921, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8524098643280114, + "FN": 1043, + "FP": 926, + "IoU": 0.7427824951012411, + "TN": 50825897, + "TP": 5686, + "n_pred": 6612, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6441046059180164, + "FN": 2740, + "FP": 1193, + "IoU": 0.4750400427122264, + "TN": 50826060, + "TP": 3559, + "n_pred": 4752, + "n_ref": 6299 + }, + "13": { + "Dice": 0.649147130117443, + "FN": 11976, + "FP": 27249, + "IoU": 0.4805461383621146, + "TN": 50758040, + "TP": 36287, + "n_pred": 63536, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3334881311733081, + "FN": 32066, + "FP": 42566, + "IoU": 0.20011146479748776, + "TN": 50740249, + "TP": 18671, + "n_pred": 61237, + "n_ref": 50737 + }, + "15": { + "Dice": 0.49494355597365947, + "FN": 9502, + "FP": 42038, + "IoU": 0.32885381670443004, + "TN": 50756758, + "TP": 25254, + "n_pred": 67292, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9209984263025968, + "FN": 24499, + "FP": 7680, + "IoU": 0.8535654152445962, + "TN": 50613802, + "TP": 187571, + "n_pred": 195251, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9289390716402036, + "FN": 7493, + "FP": 22439, + "IoU": 0.8673074024488638, + "TN": 50607978, + "TP": 195642, + "n_pred": 218081, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7280904543735026, + "FN": 643, + "FP": 12295, + "IoU": 0.5724388631857237, + "TN": 50803292, + "TP": 17322, + "n_pred": 29617, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8773173391494002, + "FN": 1581, + "FP": 1569, + "IoU": 0.7814473045167557, + "TN": 50819139, + "TP": 11263, + "n_pred": 12832, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9391366831685645, + "FN": 37267, + "FP": 242586, + "IoU": 0.8852570055618082, + "TN": 48394597, + "TP": 2159102, + "n_pred": 2401688, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6908241188002101, + "FN": 12696, + "FP": 180346, + "IoU": 0.5276786173047328, + "TN": 50424843, + "TP": 215667, + "n_pred": 396013, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9588702507840053, + "FN": 4775, + "FP": 3645, + "IoU": 0.920990156612148, + "TN": 50726983, + "TP": 98149, + "n_pred": 101794, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8891226798336155, + "FN": 14548, + "FP": 10535, + "IoU": 0.8003788210388928, + "TN": 50707899, + "TP": 100570, + "n_pred": 111105, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738236864180584, + "FN": 7637, + "FP": 3347, + "IoU": 0.9489828146771946, + "TN": 76669560, + "TP": 204316, + "n_pred": 207663, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7020567421837318, + "FN": 16198, + "FP": 25189, + "IoU": 0.5408994098593424, + "TN": 76794712, + "TP": 48761, + "n_pred": 73950, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7525651808242221, + "FN": 637, + "FP": 834, + "IoU": 0.6032901833872708, + "TN": 76881152, + "TP": 2237, + "n_pred": 3071, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6279130662477088, + "FN": 1410, + "FP": 11, + "IoU": 0.45763358778625957, + "TN": 76882240, + "TP": 1199, + "n_pred": 1210, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5229655164937613, + "FN": 18662, + "FP": 25343, + "IoU": 0.3540645274931744, + "TN": 76816734, + "TP": 24121, + "n_pred": 49464, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9141886355968962, + "FN": 5635, + "FP": 8609, + "IoU": 0.8419405668124015, + "TN": 76794742, + "TP": 75874, + "n_pred": 84483, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5082688275448913, + "FN": 23895, + "FP": 7296, + "IoU": 0.3407241444907104, + "TN": 76837549, + "TP": 16120, + "n_pred": 23416, + "n_ref": 40015 + }, + "2": { + "Dice": 0.898464129062046, + "FN": 4654, + "FP": 17777, + "IoU": 0.8156467281424133, + "TN": 76763186, + "TP": 99243, + "n_pred": 117020, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8415428998824661, + "FN": 10774, + "FP": 21852, + "IoU": 0.7264342372256042, + "TN": 76765598, + "TP": 86636, + "n_pred": 108488, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9458042311974896, + "FN": 1523, + "FP": 1154, + "IoU": 0.8971808265478568, + "TN": 76858824, + "TP": 23359, + "n_pred": 24513, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8595650571323259, + "FN": 2929, + "FP": 1262, + "IoU": 0.7537168713639302, + "TN": 76867843, + "TP": 12826, + "n_pred": 14088, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9697710022841833, + "FN": 26341, + "FP": 42529, + "IoU": 0.9413159641539128, + "TN": 75711287, + "TP": 1104703, + "n_pred": 1147232, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7420818819728406, + "FN": 14157, + "FP": 88025, + "IoU": 0.5899286061136283, + "TN": 76635679, + "TP": 146999, + "n_pred": 235024, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9557904099196902, + "FN": 4232, + "FP": 2528, + "IoU": 0.9153242979181803, + "TN": 76805026, + "TP": 73074, + "n_pred": 75602, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9063404233717448, + "FN": 11424, + "FP": 5181, + "IoU": 0.8287226141849239, + "TN": 76787912, + "TP": 80343, + "n_pred": 85524, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246107054952887, + "FN": 13003, + "FP": 5191, + "IoU": 0.8597916217132641, + "TN": 130870168, + "TP": 111570, + "n_pred": 116761, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6209777526703485, + "FN": 15792, + "FP": 35199, + "IoU": 0.4503029257670167, + "TN": 130907170, + "TP": 41771, + "n_pred": 76970, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7036630840096513, + "FN": 2360, + "FP": 342, + "IoU": 0.5428087986463621, + "TN": 130994022, + "TP": 3208, + "n_pred": 3550, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7488599087927034, + "FN": 2622, + "FP": 517, + "IoU": 0.5985420130451464, + "TN": 130992113, + "TP": 4680, + "n_pred": 5197, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5729810355849138, + "FN": 38082, + "FP": 22038, + "IoU": 0.40152307003135734, + "TN": 130899477, + "TP": 40335, + "n_pred": 62373, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6574702258726899, + "FN": 465843, + "FP": 34593, + "IoU": 0.4897248750405315, + "TN": 130019214, + "TP": 480282, + "n_pred": 514875, + "n_ref": 946125 + }, + "15": { + "Dice": 0.02427584406685646, + "FN": 23822, + "FP": 95793, + "IoU": 0.012287061427049701, + "TN": 130878829, + "TP": 1488, + "n_pred": 97281, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9209579900155962, + "FN": 24875, + "FP": 8422, + "IoU": 0.8534959542760596, + "TN": 130772655, + "TP": 193980, + "n_pred": 202402, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9406919832425609, + "FN": 18866, + "FP": 14445, + "IoU": 0.8880249826882609, + "TN": 130702446, + "TP": 264175, + "n_pred": 278620, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 771, + "IoU": 0.0, + "TN": 130996881, + "TP": 0, + "n_pred": 771, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7533078212150771, + "FN": 8660, + "FP": 1203, + "IoU": 0.6042452451649145, + "TN": 130975010, + "TP": 15059, + "n_pred": 16262, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8763650613095253, + "FN": 46170, + "FP": 356418, + "IoU": 0.7799375323188803, + "TN": 129170506, + "TP": 1426838, + "n_pred": 1783256, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5847258444864367, + "FN": 54300, + "FP": 158430, + "IoU": 0.4131537640311506, + "TN": 130637435, + "TP": 149767, + "n_pred": 308197, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9485244145231833, + "FN": 7392, + "FP": 5484, + "IoU": 0.9020888621898454, + "TN": 130868425, + "TP": 118631, + "n_pred": 124115, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7955972837695667, + "FN": 7308, + "FP": 18338, + "IoU": 0.6605741360826926, + "TN": 130924375, + "TP": 49911, + "n_pred": 68249, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646841605629632, + "FN": 2034, + "FP": 2021, + "IoU": 0.9317776506611932, + "TN": 74367260, + "TP": 55383, + "n_pred": 57404, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6951084273561755, + "FN": 30197, + "FP": 12418, + "IoU": 0.532694395403156, + "TN": 74335505, + "TP": 48578, + "n_pred": 60996, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7408101147272301, + "FN": 806, + "FP": 301, + "IoU": 0.5883227965786538, + "TN": 74424009, + "TP": 1582, + "n_pred": 1883, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7362040133779264, + "FN": 696, + "FP": 566, + "IoU": 0.5825339067151836, + "TN": 74423675, + "TP": 1761, + "n_pred": 2327, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5634416753529802, + "FN": 55759, + "FP": 17953, + "IoU": 0.39221635883905015, + "TN": 74305418, + "TP": 47568, + "n_pred": 65521, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9073294195801883, + "FN": 19973, + "FP": 10856, + "IoU": 0.830377824606192, + "TN": 74244947, + "TP": 150922, + "n_pred": 161778, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3576363705767836, + "FN": 12849, + "FP": 20807, + "IoU": 0.2177571179546775, + "TN": 74383673, + "TP": 9369, + "n_pred": 30176, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9036882750395787, + "FN": 11154, + "FP": 11781, + "IoU": 0.8242986501601115, + "TN": 74296164, + "TP": 107599, + "n_pred": 119380, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9333449369842639, + "FN": 13221, + "FP": 3629, + "IoU": 0.8750203972645414, + "TN": 74291876, + "TP": 117972, + "n_pred": 121601, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7110083140588861, + "FN": 13399, + "FP": 470, + "IoU": 0.5516003879728419, + "TN": 74395768, + "TP": 17061, + "n_pred": 17531, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684773478000408, + "FN": 19429, + "FP": 37085, + "IoU": 0.9388813185387062, + "TN": 73502038, + "TP": 868146, + "n_pred": 905231, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8672045156687546, + "FN": 12549, + "FP": 29704, + "IoU": 0.7655437611324126, + "TN": 74246481, + "TP": 137964, + "n_pred": 167668, + "n_ref": 150513 + }, + "8": { + "Dice": 0.93379679021693, + "FN": 2532, + "FP": 3239, + "IoU": 0.8758150244238342, + "TN": 74380227, + "TP": 40700, + "n_pred": 43939, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8657751511405267, + "FN": 5059, + "FP": 3844, + "IoU": 0.7633188005104211, + "TN": 74389082, + "TP": 28713, + "n_pred": 32557, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727212194800616, + "FN": 3811, + "FP": 3850, + "IoU": 0.9468911827301024, + "TN": 106502437, + "TP": 136590, + "n_pred": 140440, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8426937196301543, + "FN": 16360, + "FP": 14621, + "IoU": 0.7281509950510687, + "TN": 106532724, + "TP": 82983, + "n_pred": 97604, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6019290928050052, + "FN": 2342, + "FP": 712, + "IoU": 0.43054260674995337, + "TN": 106641325, + "TP": 2309, + "n_pred": 3021, + "n_ref": 4651 + }, + "12": { + "Dice": 0.788596881959911, + "FN": 1044, + "FP": 1329, + "IoU": 0.6509780850125019, + "TN": 106639889, + "TP": 4426, + "n_pred": 5755, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8185186172339348, + "FN": 10233, + "FP": 3385, + "IoU": 0.6927901100884317, + "TN": 106602360, + "TP": 30710, + "n_pred": 34095, + "n_ref": 40943 + }, + "14": { + "Dice": 0.932602350384184, + "FN": 3317, + "FP": 6358, + "IoU": 0.8737159489903802, + "TN": 106570075, + "TP": 66938, + "n_pred": 73296, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2122723469978763, + "FN": 13367, + "FP": 84557, + "IoU": 0.11873863820443133, + "TN": 106535570, + "TP": 13194, + "n_pred": 97751, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7838860053706728, + "FN": 28018, + "FP": 59463, + "IoU": 0.6445826697435564, + "TN": 106400552, + "TP": 158655, + "n_pred": 218118, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8743982733324441, + "FN": 6267, + "FP": 35167, + "IoU": 0.7768274093903339, + "TN": 106461029, + "TP": 144225, + "n_pred": 179392, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8815945871811283, + "FN": 441, + "FP": 2149, + "IoU": 0.7882603008502289, + "TN": 106634456, + "TP": 9642, + "n_pred": 11791, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7995748198889807, + "FN": 1057, + "FP": 640, + "IoU": 0.6660763478945297, + "TN": 106641606, + "TP": 3385, + "n_pred": 4025, + "n_ref": 4442 + }, + "6": { + "Dice": 0.977763433437522, + "FN": 28990, + "FP": 27575, + "IoU": 0.9564942846111366, + "TN": 105346514, + "TP": 1243609, + "n_pred": 1271184, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8884518875434942, + "FN": 28267, + "FP": 49218, + "IoU": 0.7992923361455114, + "TN": 106260629, + "TP": 308574, + "n_pred": 357792, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9530863155525546, + "FN": 3278, + "FP": 3392, + "IoU": 0.9103771683484945, + "TN": 106572265, + "TP": 67753, + "n_pred": 71145, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9227117745569331, + "FN": 8498, + "FP": 4332, + "IoU": 0.8565133756822045, + "TN": 106557272, + "TP": 76586, + "n_pred": 80918, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9445300760365543, + "FN": 8288, + "FP": 8914, + "IoU": 0.894890564469809, + "TN": 107963270, + "TP": 146456, + "n_pred": 155370, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8632095530347436, + "FN": 6034, + "FP": 17770, + "IoU": 0.7593392039308065, + "TN": 108028017, + "TP": 75107, + "n_pred": 92877, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7035720965027118, + "FN": 1156, + "FP": 429, + "IoU": 0.5427005193306406, + "TN": 108123462, + "TP": 1881, + "n_pred": 2310, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7894214055127887, + "FN": 795, + "FP": 901, + "IoU": 0.6521025641025641, + "TN": 108122053, + "TP": 3179, + "n_pred": 4080, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7105937357716119, + "FN": 25139, + "FP": 17448, + "IoU": 0.5511015073258143, + "TN": 108032058, + "TP": 52283, + "n_pred": 69731, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8027231825716316, + "FN": 5994, + "FP": 10668, + "IoU": 0.6704574672178161, + "TN": 108076367, + "TP": 33899, + "n_pred": 44567, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2455161535315768, + "FN": 10421, + "FP": 92895, + "IoU": 0.13993640011321445, + "TN": 108006802, + "TP": 16810, + "n_pred": 109705, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8901492266795553, + "FN": 13593, + "FP": 30045, + "IoU": 0.8020440658129312, + "TN": 107906485, + "TP": 176805, + "n_pred": 206850, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9517388182191219, + "FN": 14685, + "FP": 4133, + "IoU": 0.9079214557980907, + "TN": 107922559, + "TP": 185551, + "n_pred": 189684, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9272912488460192, + "FN": 4180, + "FP": 388, + "IoU": 0.8644389708282636, + "TN": 108093231, + "TP": 29129, + "n_pred": 29517, + "n_ref": 33309 + }, + "5": { + "Dice": 0.9077044438601104, + "FN": 425, + "FP": 277, + "IoU": 0.8310062590274434, + "TN": 108122774, + "TP": 3452, + "n_pred": 3729, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9741318188824206, + "FN": 41566, + "FP": 34797, + "IoU": 0.9495682162801878, + "TN": 106612744, + "TP": 1437821, + "n_pred": 1472618, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8160920305880472, + "FN": 11354, + "FP": 99082, + "IoU": 0.6893204976003331, + "TN": 107771462, + "TP": 245030, + "n_pred": 344112, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9475248656682291, + "FN": 1731, + "FP": 2859, + "IoU": 0.9002824245057571, + "TN": 108080898, + "TP": 41440, + "n_pred": 44299, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9198208552970553, + "FN": 3718, + "FP": 6397, + "IoU": 0.8515447273794672, + "TN": 108058793, + "TP": 58020, + "n_pred": 64417, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7907471475090848, + "FN": 15583, + "FP": 42058, + "IoU": 0.6539138161884348, + "TN": 62403609, + "TP": 108910, + "n_pred": 150968, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8643891456737903, + "FN": 8466, + "FP": 7436, + "IoU": 0.7611666816857409, + "TN": 62503578, + "TP": 50680, + "n_pred": 58116, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6431570109151973, + "FN": 903, + "FP": 372, + "IoU": 0.474009900990099, + "TN": 62567736, + "TP": 1149, + "n_pred": 1521, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6961105904404874, + "FN": 1296, + "FP": 1298, + "IoU": 0.5338724168912848, + "TN": 62564595, + "TP": 2971, + "n_pred": 4269, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8141653270982513, + "FN": 8281, + "FP": 6979, + "IoU": 0.6865757476174827, + "TN": 62521472, + "TP": 33428, + "n_pred": 40407, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9544406691250517, + "FN": 25080, + "FP": 6363, + "IoU": 0.9128517540237084, + "TN": 62209361, + "TP": 329356, + "n_pred": 335719, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5282412163550442, + "FN": 39920, + "FP": 51922, + "IoU": 0.35891833785887295, + "TN": 62426899, + "TP": 51419, + "n_pred": 103341, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8708836354696375, + "FN": 32403, + "FP": 7511, + "IoU": 0.7712966199297514, + "TN": 62395637, + "TP": 134609, + "n_pred": 142120, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9097796653513667, + "FN": 9838, + "FP": 27911, + "IoU": 0.834491557749727, + "TN": 62342081, + "TP": 190330, + "n_pred": 218241, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9206033894096468, + "FN": 1235, + "FP": 2602, + "IoU": 0.8528870485392225, + "TN": 62544078, + "TP": 22245, + "n_pred": 24847, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6357466063348416, + "FN": 4241, + "FP": 267, + "IoU": 0.4660033167495854, + "TN": 62561718, + "TP": 3934, + "n_pred": 4201, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9609905630390285, + "FN": 44161, + "FP": 70586, + "IoU": 0.9249103317577724, + "TN": 61042027, + "TP": 1413386, + "n_pred": 1483972, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.860834263475538, + "FN": 13097, + "FP": 43259, + "IoU": 0.7556707824639289, + "TN": 62339504, + "TP": 174300, + "n_pred": 217559, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9054831704668839, + "FN": 3408, + "FP": 10520, + "IoU": 0.8272903129805069, + "TN": 62489516, + "TP": 66716, + "n_pred": 77236, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8445241821582624, + "FN": 5348, + "FP": 10944, + "IoU": 0.7308886686488272, + "TN": 62509620, + "TP": 44248, + "n_pred": 55192, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8639953094837298, + "FN": 46405, + "FP": 27360, + "IoU": 0.7605561109884831, + "TN": 55073180, + "TP": 234303, + "n_pred": 261663, + "n_ref": 280708 + }, + "10": { + "Dice": 0.850713268543733, + "FN": 8466, + "FP": 15436, + "IoU": 0.7402097712080865, + "TN": 55289243, + "TP": 68103, + "n_pred": 83539, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7525091240875912, + "FN": 1028, + "FP": 1142, + "IoU": 0.6032181385993783, + "TN": 55375779, + "TP": 3299, + "n_pred": 4441, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8060828526481384, + "FN": 885, + "FP": 964, + "IoU": 0.6751581166549543, + "TN": 55375556, + "TP": 3843, + "n_pred": 4807, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7527031014075218, + "FN": 11501, + "FP": 16997, + "IoU": 0.6034674681360271, + "TN": 55309380, + "TP": 43370, + "n_pred": 60367, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8422565040328036, + "FN": 4910, + "FP": 28905, + "IoU": 0.7274983681330637, + "TN": 55257157, + "TP": 90276, + "n_pred": 119181, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8106760837850787, + "FN": 12563, + "FP": 22606, + "IoU": 0.6816276648712262, + "TN": 55270783, + "TP": 75296, + "n_pred": 97902, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9521231802507797, + "FN": 10509, + "FP": 8082, + "IoU": 0.9086212828704842, + "TN": 55177798, + "TP": 184859, + "n_pred": 192941, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9584773255733003, + "FN": 11792, + "FP": 3119, + "IoU": 0.9202654431895961, + "TN": 55194240, + "TP": 172097, + "n_pred": 175216, + "n_ref": 183889 + }, + "4": { + "Dice": 0.80963212801004, + "FN": 2248, + "FP": 179, + "IoU": 0.680152872957301, + "TN": 55373660, + "TP": 5161, + "n_pred": 5340, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7462556029299223, + "FN": 2227, + "FP": 94, + "IoU": 0.5952214858737356, + "TN": 55375514, + "TP": 3413, + "n_pred": 3507, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9659182887952528, + "FN": 72149, + "FP": 28528, + "IoU": 0.9340831370761975, + "TN": 53853915, + "TP": 1426656, + "n_pred": 1455184, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9330350868974563, + "FN": 15913, + "FP": 6959, + "IoU": 0.8744758852325862, + "TN": 55199036, + "TP": 159340, + "n_pred": 166299, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9482660841437544, + "FN": 1906, + "FP": 3020, + "IoU": 0.9016216648026841, + "TN": 55331176, + "TP": 45146, + "n_pred": 48166, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9071786788938243, + "FN": 3432, + "FP": 6285, + "IoU": 0.8301253474589605, + "TN": 55324047, + "TP": 47484, + "n_pred": 53769, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638454972931005, + "FN": 13764, + "FP": 6865, + "IoU": 0.9302140701749638, + "TN": 110851011, + "TP": 274975, + "n_pred": 281840, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8404918129692026, + "FN": 11181, + "FP": 15803, + "IoU": 0.7248692353966781, + "TN": 111048538, + "TP": 71093, + "n_pred": 86896, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7884285364059819, + "FN": 418, + "FP": 1308, + "IoU": 0.6507486847430191, + "TN": 111141673, + "TP": 3216, + "n_pred": 4524, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8367380833748547, + "FN": 585, + "FP": 398, + "IoU": 0.7193032552826956, + "TN": 111143113, + "TP": 2519, + "n_pred": 2917, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8069527375771683, + "FN": 14753, + "FP": 8137, + "IoU": 0.6763795224159138, + "TN": 111075884, + "TP": 47841, + "n_pred": 55978, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7924398534527226, + "FN": 11159, + "FP": 4534, + "IoU": 0.6562322015334063, + "TN": 111100965, + "TP": 29957, + "n_pred": 34491, + "n_ref": 41116 + }, + "15": { + "Dice": 0.12558319049186656, + "FN": 14301, + "FP": 139759, + "IoU": 0.06699854048194376, + "TN": 110981492, + "TP": 11063, + "n_pred": 150822, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7131870576075153, + "FN": 19613, + "FP": 89994, + "IoU": 0.5542274514907618, + "TN": 110900734, + "TP": 136274, + "n_pred": 226268, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7132195303614385, + "FN": 102840, + "FP": 11130, + "IoU": 0.5542666734456825, + "TN": 110890924, + "TP": 141721, + "n_pred": 152851, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8661144764494993, + "FN": 1323, + "FP": 4092, + "IoU": 0.7638464893153074, + "TN": 111123685, + "TP": 17515, + "n_pred": 21607, + "n_ref": 18838 + }, + "5": { + "Dice": 0.820207206381223, + "FN": 294, + "FP": 1667, + "IoU": 0.6952129313024557, + "TN": 111140181, + "TP": 4473, + "n_pred": 6140, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9789566384091632, + "FN": 22354, + "FP": 45652, + "IoU": 0.9587806700823163, + "TN": 109496758, + "TP": 1581851, + "n_pred": 1627503, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3511690533519199, + "FN": 267857, + "FP": 141737, + "IoU": 0.21298062974000695, + "TN": 110626178, + "TP": 110843, + "n_pred": 252580, + "n_ref": 378700 + }, + "8": { + "Dice": 0.907639559190151, + "FN": 3912, + "FP": 11685, + "IoU": 0.8308974998373702, + "TN": 111054381, + "TP": 76637, + "n_pred": 88322, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8999108296482321, + "FN": 6403, + "FP": 4597, + "IoU": 0.8180344411175994, + "TN": 111086164, + "TP": 49451, + "n_pred": 54048, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727427597955707, + "FN": 6909, + "FP": 4035, + "IoU": 0.9469320066334992, + "TN": 96914799, + "TP": 195282, + "n_pred": 199317, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8705604958232283, + "FN": 9788, + "FP": 9426, + "IoU": 0.7707898409820225, + "TN": 97037198, + "TP": 64613, + "n_pred": 74039, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8085696282293636, + "FN": 704, + "FP": 815, + "IoU": 0.678654537761794, + "TN": 97116298, + "TP": 3208, + "n_pred": 4023, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7285930408472012, + "FN": 1671, + "FP": 1020, + "IoU": 0.5730604474059972, + "TN": 97114722, + "TP": 3612, + "n_pred": 4632, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8169173425994202, + "FN": 10934, + "FP": 7191, + "IoU": 0.6904989583689082, + "TN": 97062463, + "TP": 40437, + "n_pred": 47628, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9266872935130316, + "FN": 9610, + "FP": 9962, + "IoU": 0.8633898470708946, + "TN": 96977756, + "TP": 123697, + "n_pred": 133659, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8112006732501413, + "FN": 6808, + "FP": 21908, + "IoU": 0.6823697280077871, + "TN": 97030618, + "TP": 61691, + "n_pred": 83599, + "n_ref": 68499 + }, + "2": { + "Dice": 0.841302351115381, + "FN": 8016, + "FP": 52112, + "IoU": 0.7260758248066113, + "TN": 96901519, + "TP": 159378, + "n_pred": 211490, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8859388794397698, + "FN": 42223, + "FP": 3513, + "IoU": 0.7952336394203002, + "TN": 96897668, + "TP": 177621, + "n_pred": 181134, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8961327857631759, + "FN": 1522, + "FP": 2120, + "IoU": 0.8118121221516044, + "TN": 97101672, + "TP": 15711, + "n_pred": 17831, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7050116303658279, + "FN": 4123, + "FP": 2852, + "IoU": 0.5444154147615937, + "TN": 97105715, + "TP": 8335, + "n_pred": 11187, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9694827299952189, + "FN": 34423, + "FP": 63363, + "IoU": 0.9407729091145857, + "TN": 95469990, + "TP": 1553249, + "n_pred": 1616612, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8842729686568639, + "FN": 49350, + "FP": 23262, + "IoU": 0.7925531459001735, + "TN": 96770998, + "TP": 277415, + "n_pred": 300677, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9502793239448044, + "FN": 6381, + "FP": 3427, + "IoU": 0.9052687496981697, + "TN": 97017490, + "TP": 93727, + "n_pred": 97154, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9360466035796189, + "FN": 6668, + "FP": 5463, + "IoU": 0.8797815832243231, + "TN": 97020117, + "TP": 88777, + "n_pred": 94240, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698303294211618, + "FN": 8938, + "FP": 2771, + "IoU": 0.9414277639102182, + "TN": 78856498, + "TP": 188198, + "n_pred": 190969, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8588484498363181, + "FN": 8272, + "FP": 19582, + "IoU": 0.7526155923050962, + "TN": 78943811, + "TP": 84740, + "n_pred": 104322, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6769945778466305, + "FN": 1261, + "FP": 407, + "IoU": 0.5117096018735363, + "TN": 79052989, + "TP": 1748, + "n_pred": 2155, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5745662899888588, + "FN": 1199, + "FP": 1474, + "IoU": 0.4030817329164806, + "TN": 79051927, + "TP": 1805, + "n_pred": 3279, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7569488817891373, + "FN": 18090, + "FP": 12340, + "IoU": 0.6089442909464756, + "TN": 78978590, + "TP": 47385, + "n_pred": 59725, + "n_ref": 65475 + }, + "14": { + "Dice": 0.652834504165986, + "FN": 13902, + "FP": 11598, + "IoU": 0.4845985932573369, + "TN": 79006929, + "TP": 23976, + "n_pred": 35574, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4553903068454734, + "FN": 23268, + "FP": 13241, + "IoU": 0.2948254881888243, + "TN": 79004632, + "TP": 15264, + "n_pred": 28505, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9469509920599677, + "FN": 6126, + "FP": 5820, + "IoU": 0.8992468393397826, + "TN": 78937838, + "TP": 106621, + "n_pred": 112441, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9409361945829403, + "FN": 9657, + "FP": 4369, + "IoU": 0.8884603456091102, + "TN": 78930656, + "TP": 111723, + "n_pred": 116092, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8159696332949231, + "FN": 2463, + "FP": 252, + "IoU": 0.6891458667277307, + "TN": 79047671, + "TP": 6019, + "n_pred": 6271, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8725288303130149, + "FN": 721, + "FP": 517, + "IoU": 0.7738812785388128, + "TN": 79050930, + "TP": 4237, + "n_pred": 4754, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9747523671193653, + "FN": 31146, + "FP": 35551, + "IoU": 0.9507482249733238, + "TN": 77702200, + "TP": 1287508, + "n_pred": 1323059, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8967388735190767, + "FN": 75605, + "FP": 16139, + "IoU": 0.8128074596259985, + "TN": 78566300, + "TP": 398361, + "n_pred": 414500, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9231642927308448, + "FN": 1454, + "FP": 3552, + "IoU": 0.8572935374440549, + "TN": 79021326, + "TP": 30073, + "n_pred": 33625, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9321140043935914, + "FN": 6160, + "FP": 3327, + "IoU": 0.8728590956605645, + "TN": 78981787, + "TP": 65131, + "n_pred": 68458, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943933806086753, + "FN": 9594, + "FP": 16995, + "IoU": 0.8938206823845122, + "TN": 122461524, + "TP": 223827, + "n_pred": 240822, + "n_ref": 233421 + }, + "10": { + "Dice": 0.841027286461049, + "FN": 16034, + "FP": 19639, + "IoU": 0.7256661668012458, + "TN": 122581905, + "TP": 94362, + "n_pred": 114001, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6448166329771874, + "FN": 1949, + "FP": 511, + "IoU": 0.4758150436820797, + "TN": 122707247, + "TP": 2233, + "n_pred": 2744, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5535276491419232, + "FN": 3242, + "FP": 1675, + "IoU": 0.38267419962335214, + "TN": 122703975, + "TP": 3048, + "n_pred": 4723, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6154181659579108, + "FN": 22758, + "FP": 16039, + "IoU": 0.44447944558198144, + "TN": 122642101, + "TP": 31042, + "n_pred": 47081, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8010114780773121, + "FN": 16624, + "FP": 28624, + "IoU": 0.668072682458058, + "TN": 122575621, + "TP": 91071, + "n_pred": 119695, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8591398513577502, + "FN": 9358, + "FP": 4326, + "IoU": 0.753063250022557, + "TN": 122656525, + "TP": 41731, + "n_pred": 46057, + "n_ref": 51089 + }, + "2": { + "Dice": 0.636728425856437, + "FN": 63552, + "FP": 20189, + "IoU": 0.4670591230191561, + "TN": 122554810, + "TP": 73389, + "n_pred": 93578, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7345655903915146, + "FN": 4601, + "FP": 97501, + "IoU": 0.5804849187077052, + "TN": 122468559, + "TP": 141279, + "n_pred": 238780, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7422787666081725, + "FN": 6256, + "FP": 34866, + "IoU": 0.5901774947429266, + "TN": 122611599, + "TP": 59219, + "n_pred": 94085, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5569679300291546, + "FN": 10045, + "FP": 1352, + "IoU": 0.38597058348149343, + "TN": 122693379, + "TP": 7164, + "n_pred": 8516, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9693678105488474, + "FN": 42439, + "FP": 63003, + "IoU": 0.9405565054833667, + "TN": 120938121, + "TP": 1668377, + "n_pred": 1731380, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5245668208709795, + "FN": 244984, + "FP": 337318, + "IoU": 0.35553410909509464, + "TN": 121808398, + "TP": 321240, + "n_pred": 658558, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9068763202749284, + "FN": 5298, + "FP": 21637, + "IoU": 0.829619133768115, + "TN": 122553853, + "TP": 131152, + "n_pred": 152789, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8998023597053363, + "FN": 7138, + "FP": 7919, + "IoU": 0.8178551986935221, + "TN": 122629275, + "TP": 67608, + "n_pred": 75527, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..957ac9f29c28e1b539b0e6be614a21d2dcc63dd0 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5108042913281409, + "FN": 1539.1266666666668, + "FP": 1078.7533333333336, + "IoU": 0.4447783237326322, + "TN": 462237.63111111114, + "TP": 8270.888888888889, + "n_pred": 9349.642222222223, + "n_ref": 9810.015555555556 + }, + "mean": { + "1": { + "Dice": 0.5443046384102456, + "FN": 296.3, + "FP": 1056.3666666666666, + "IoU": 0.5200705625554279, + "TN": 464798.1666666667, + "TP": 6975.566666666667, + "n_pred": 8031.933333333333, + "n_ref": 7271.866666666667 + }, + "10": { + "Dice": 0.40679934948942986, + "FN": 2298.5666666666666, + "FP": 1208.2, + "IoU": 0.3240115562051748, + "TN": 465747.8333333333, + "TP": 3871.8, + "n_pred": 5080.0, + "n_ref": 6170.366666666667 + }, + "11": { + "Dice": 0.4864945695882802, + "FN": 111.66666666666667, + "FP": 281.7, + "IoU": 0.3695046264446904, + "TN": 472476.23333333334, + "TP": 256.8, + "n_pred": 538.5, + "n_ref": 368.46666666666664 + }, + "12": { + "Dice": 0.36652413093245695, + "FN": 460.03333333333336, + "FP": 106.0, + "IoU": 0.27107512131419176, + "TN": 472198.9, + "TP": 361.46666666666664, + "n_pred": 467.46666666666664, + "n_ref": 821.5 + }, + "13": { + "Dice": 0.2745756876075448, + "FN": 2077.9666666666667, + "FP": 1395.9666666666667, + "IoU": 0.20278147932897503, + "TN": 467369.56666666665, + "TP": 2282.9, + "n_pred": 3678.866666666667, + "n_ref": 4360.866666666667 + }, + "14": { + "Dice": 0.536664401163059, + "FN": 599.0666666666667, + "FP": 614.3333333333334, + "IoU": 0.4856780066918824, + "TN": 466485.36666666664, + "TP": 5427.633333333333, + "n_pred": 6041.966666666666, + "n_ref": 6026.7 + }, + "15": { + "Dice": 0.21564510032055395, + "FN": 649.9, + "FP": 117.63333333333334, + "IoU": 0.1844841921253423, + "TN": 471968.13333333336, + "TP": 390.73333333333335, + "n_pred": 508.3666666666667, + "n_ref": 1040.6333333333334 + }, + "2": { + "Dice": 0.6382454098045957, + "FN": 612.7, + "FP": 367.03333333333336, + "IoU": 0.5980933226416014, + "TN": 464535.86666666664, + "TP": 7610.8, + "n_pred": 7977.833333333333, + "n_ref": 8223.5 + }, + "3": { + "Dice": 0.6179459333237, + "FN": 216.76666666666668, + "FP": 627.5333333333333, + "IoU": 0.5769762603993793, + "TN": 467375.23333333334, + "TP": 4906.866666666667, + "n_pred": 5534.4, + "n_ref": 5123.633333333333 + }, + "4": { + "Dice": 0.342830913602188, + "FN": 669.8, + "FP": 875.5333333333333, + "IoU": 0.3008368433439455, + "TN": 466780.2, + "TP": 4800.866666666667, + "n_pred": 5676.4, + "n_ref": 5470.666666666667 + }, + "5": { + "Dice": 0.44518470840631386, + "FN": 769.7, + "FP": 463.4, + "IoU": 0.31400227406859466, + "TN": 471222.9666666667, + "TP": 670.3333333333334, + "n_pred": 1133.7333333333333, + "n_ref": 1440.0333333333333 + }, + "6": { + "Dice": 0.8060362858803463, + "FN": 4910.433333333333, + "FP": 5612.4, + "IoU": 0.7423976698088022, + "TN": 405453.13333333336, + "TP": 57150.433333333334, + "n_pred": 62762.833333333336, + "n_ref": 62060.86666666667 + }, + "7": { + "Dice": 0.49010705987157943, + "FN": 7194.3, + "FP": 2274.866666666667, + "IoU": 0.4227805207082774, + "TN": 448794.9666666667, + "TP": 14862.266666666666, + "n_pred": 17137.133333333335, + "n_ref": 22056.566666666666 + }, + "8": { + "Dice": 0.871068836694909, + "FN": 1070.0333333333333, + "FP": 433.8, + "IoU": 0.8215380009560993, + "TN": 462409.73333333334, + "TP": 9212.833333333334, + "n_pred": 9646.633333333333, + "n_ref": 10282.866666666667 + }, + "9": { + "Dice": 0.6196373448269105, + "FN": 1149.6666666666667, + "FP": 746.5333333333333, + "IoU": 0.5374444193970982, + "TN": 465948.1666666667, + "TP": 5282.033333333334, + "n_pred": 6028.566666666667, + "n_ref": 6431.7 + } + }, + "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": 0.7033492822966507, + "FN": 352, + "FP": 268, + "IoU": 0.5424354243542435, + "TN": 349109, + "TP": 735, + "n_pred": 1003, + "n_ref": 1087 + }, + "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": 249, + "IoU": 0.0, + "TN": 350215, + "TP": 0, + "n_pred": 249, + "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": 0.9634472382478054, + "FN": 2692, + "FP": 4062, + "IoU": 0.929472453113905, + "TN": 254700, + "TP": 89010, + "n_pred": 93072, + "n_ref": 91702 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2828, + "IoU": 0.0, + "TN": 347636, + "TP": 0, + "n_pred": 2828, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556742951238364, + "FN": 3227, + "FP": 730, + "IoU": 0.9151113399407903, + "TN": 303850, + "TP": 42657, + "n_pred": 43387, + "n_ref": 45884 + }, + "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": 3707, + "IoU": 0.0, + "TN": 346757, + "TP": 0, + "n_pred": 3707, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.9158688815573691, + "FN": 7755, + "FP": 14048, + "IoU": 0.8447953074836808, + "TN": 385217, + "TP": 118676, + "n_pred": 132724, + "n_ref": 126431 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 1, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 1, + "n_ref": 12 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7359101254985487, + "FN": 3145, + "FP": 9502, + "IoU": 0.5821659838773622, + "TN": 495428, + "TP": 17621, + "n_pred": 27123, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5345749537000809, + "FN": 9370, + "FP": 8473, + "IoU": 0.36479174083303667, + "TN": 497606, + "TP": 10247, + "n_pred": 18720, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.779783393501805, + "FN": 235, + "FP": 9, + "IoU": 0.6390532544378699, + "TN": 525020, + "TP": 432, + "n_pred": 441, + "n_ref": 667 + }, + "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": 402, + "IoU": 0.0, + "TN": 525294, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "5": { + "Dice": 0.71898355754858, + "FN": 337, + "FP": 39, + "IoU": 0.5612602100350058, + "TN": 524839, + "TP": 481, + "n_pred": 520, + "n_ref": 818 + }, + "6": { + "Dice": 0.950061305503737, + "FN": 4688, + "FP": 7653, + "IoU": 0.9048731230536798, + "TN": 395964, + "TP": 117391, + "n_pred": 125044, + "n_ref": 122079 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7608209118967862, + "FN": 13785, + "FP": 2566, + "IoU": 0.6139717165993814, + "TN": 483339, + "TP": 26006, + "n_pred": 28572, + "n_ref": 39791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7012987012987013, + "FN": 337, + "FP": 100, + "IoU": 0.54, + "TN": 349514, + "TP": 513, + "n_pred": 613, + "n_ref": 850 + }, + "13": { + "Dice": 0.023649770809805355, + "FN": 14320, + "FP": 377, + "IoU": 0.01196638655462185, + "TN": 335589, + "TP": 178, + "n_pred": 555, + "n_ref": 14498 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8879100635318014, + "FN": 3894, + "FP": 5598, + "IoU": 0.798415698600463, + "TN": 303377, + "TP": 37595, + "n_pred": 43193, + "n_ref": 41489 + }, + "5": { + "Dice": 0.5152272727272728, + "FN": 3146, + "FP": 1120, + "IoU": 0.3470075003826726, + "TN": 343931, + "TP": 2267, + "n_pred": 3387, + "n_ref": 5413 + }, + "6": { + "Dice": 0.9232292233826659, + "FN": 7197, + "FP": 12966, + "IoU": 0.8574055346143238, + "TN": 209063, + "TP": 121238, + "n_pred": 134204, + "n_ref": 128435 + }, + "7": { + "Dice": 0.4635041609459497, + "FN": 6464, + "FP": 12683, + "IoU": 0.30166314100226127, + "TN": 323046, + "TP": 8271, + "n_pred": 20954, + "n_ref": 14735 + }, + "8": { + "Dice": 0.9101016340052782, + "FN": 3357, + "FP": 1446, + "IoU": 0.8350334878928387, + "TN": 321349, + "TP": 24312, + "n_pred": 25758, + "n_ref": 27669 + }, + "9": { + "Dice": 0.6551724137931034, + "FN": 807, + "FP": 393, + "IoU": 0.48717948717948717, + "TN": 348124, + "TP": 1140, + "n_pred": 1533, + "n_ref": 1947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3452, + "IoU": 0.0, + "TN": 522244, + "TP": 0, + "n_pred": 3452, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4113, + "FP": 0, + "IoU": 0.0, + "TN": 521583, + "TP": 0, + "n_pred": 0, + "n_ref": 4113 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "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": 0.938875816993464, + "FN": 461, + "FP": 708, + "IoU": 0.8847935350349857, + "TN": 515549, + "TP": 8978, + "n_pred": 9686, + "n_ref": 9439 + }, + "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": 1178, + "IoU": 0.0, + "TN": 524518, + "TP": 0, + "n_pred": 1178, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558425756168145, + "FN": 845, + "FP": 4526, + "IoU": 0.9154199867720701, + "TN": 462194, + "TP": 58131, + "n_pred": 62657, + "n_ref": 58976 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 597, + "IoU": 0.0, + "TN": 525099, + "TP": 0, + "n_pred": 597, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.014925373134328358, + "FN": 389, + "FP": 7, + "IoU": 0.007518796992481203, + "TN": 525297, + "TP": 3, + "n_pred": 10, + "n_ref": 392 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 525632, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "10": { + "Dice": 0.8210427430718648, + "FN": 66, + "FP": 315, + "IoU": 0.6964143426294821, + "TN": 524441, + "TP": 874, + "n_pred": 1189, + "n_ref": 940 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.35, + "FN": 3, + "FP": 23, + "IoU": 0.21212121212121213, + "TN": 525663, + "TP": 7, + "n_pred": 30, + "n_ref": 10 + }, + "13": { + "Dice": 0.3837917279025824, + "FN": 8705, + "FP": 100, + "IoU": 0.23746427643543777, + "TN": 514149, + "TP": 2742, + "n_pred": 2842, + "n_ref": 11447 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2070, + "IoU": 0.0, + "TN": 523626, + "TP": 0, + "n_pred": 2070, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "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": 0.8058911136852557, + "FN": 722, + "FP": 2797, + "IoU": 0.674889135254989, + "TN": 514872, + "TP": 7305, + "n_pred": 10102, + "n_ref": 8027 + }, + "5": { + "Dice": 0.4285277636271014, + "FN": 4848, + "FP": 761, + "IoU": 0.2726919087136929, + "TN": 517984, + "TP": 2103, + "n_pred": 2864, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9492869231842475, + "FN": 14599, + "FP": 2121, + "IoU": 0.9034692192668973, + "TN": 352487, + "TP": 156489, + "n_pred": 158610, + "n_ref": 171088 + }, + "7": { + "Dice": 0.6574219431362288, + "FN": 17468, + "FP": 2172, + "IoU": 0.48967130050669094, + "TN": 487211, + "TP": 18845, + "n_pred": 21017, + "n_ref": 36313 + }, + "8": { + "Dice": 0.943864660002197, + "FN": 577, + "FP": 956, + "IoU": 0.8936966923236946, + "TN": 511275, + "TP": 12888, + "n_pred": 13844, + "n_ref": 13465 + }, + "9": { + "Dice": 0.6502590673575129, + "FN": 540, + "FP": 0, + "IoU": 0.4817658349328215, + "TN": 524654, + "TP": 502, + "n_pred": 502, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9174902321305447, + "FN": 670, + "FP": 766, + "IoU": 0.8475583864118896, + "TN": 516276, + "TP": 7984, + "n_pred": 8750, + "n_ref": 8654 + }, + "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": 0.892924585158102, + "FN": 1221, + "FP": 1444, + "IoU": 0.8065616607389127, + "TN": 511919, + "TP": 11112, + "n_pred": 12556, + "n_ref": 12333 + }, + "15": { + "Dice": 0.1721877306473321, + "FN": 18932, + "FP": 135, + "IoU": 0.0942042755344418, + "TN": 504646, + "TP": 1983, + "n_pred": 2118, + "n_ref": 20915 + }, + "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": 0.6656188605108055, + "FN": 230, + "FP": 621, + "IoU": 0.4988221436984688, + "TN": 523998, + "TP": 847, + "n_pred": 1468, + "n_ref": 1077 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9514084507042253, + "FN": 345, + "FP": 759, + "IoU": 0.9073203492276696, + "TN": 513784, + "TP": 10808, + "n_pred": 11567, + "n_ref": 11153 + }, + "8": { + "Dice": 0.9327840053538564, + "FN": 1485, + "FP": 1729, + "IoU": 0.8740348814422888, + "TN": 500181, + "TP": 22301, + "n_pred": 24030, + "n_ref": 23786 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.20567375886524822, + "FN": 670, + "FP": 2, + "IoU": 0.11462450592885376, + "TN": 349705, + "TP": 87, + "n_pred": 89, + "n_ref": 757 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 383, + "IoU": 0.0, + "TN": 350081, + "TP": 0, + "n_pred": 383, + "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": 0.5337837837837838, + "FN": 1336, + "FP": 4736, + "IoU": 0.3640552995391705, + "TN": 340916, + "TP": 3476, + "n_pred": 8212, + "n_ref": 4812 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6963928686598793, + "FN": 65020, + "FP": 884, + "IoU": 0.5342045558955947, + "TN": 208977, + "TP": 75583, + "n_pred": 76467, + "n_ref": 140603 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7037, + "IoU": 0.0, + "TN": 343427, + "TP": 0, + "n_pred": 7037, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9213483146067416, + "FN": 34, + "FP": 8, + "IoU": 0.8541666666666666, + "TN": 525408, + "TP": 246, + "n_pred": 254, + "n_ref": 280 + }, + "10": { + "Dice": 0.6996796647318095, + "FN": 8536, + "FP": 3933, + "IoU": 0.5380825368600429, + "TN": 498702, + "TP": 14525, + "n_pred": 18458, + "n_ref": 23061 + }, + "11": { + "Dice": 0.5978520286396182, + "FN": 866, + "FP": 482, + "IoU": 0.42638297872340425, + "TN": 523346, + "TP": 1002, + "n_pred": 1484, + "n_ref": 1868 + }, + "12": { + "Dice": 0.10231854838709678, + "FN": 2506, + "FP": 1056, + "IoU": 0.053917662682602924, + "TN": 521931, + "TP": 203, + "n_pred": 1259, + "n_ref": 2709 + }, + "13": { + "Dice": 0.6871656806829856, + "FN": 3765, + "FP": 5066, + "IoU": 0.5234214786832164, + "TN": 507166, + "TP": 9699, + "n_pred": 14765, + "n_ref": 13464 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9365614870675398, + "FN": 333, + "FP": 626, + "IoU": 0.8806917143568052, + "TN": 517658, + "TP": 7079, + "n_pred": 7705, + "n_ref": 7412 + }, + "3": { + "Dice": 0.9351673333141493, + "FN": 477, + "FP": 1776, + "IoU": 0.8782293806075019, + "TN": 507194, + "TP": 16249, + "n_pred": 18025, + "n_ref": 16726 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 525622, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9300558412526104, + "FN": 3511, + "FP": 4092, + "IoU": 0.8692564314211033, + "TN": 467544, + "TP": 50549, + "n_pred": 54641, + "n_ref": 54060 + }, + "7": { + "Dice": 0.020530367835757058, + "FN": 648, + "FP": 2787, + "IoU": 0.010371650821089023, + "TN": 522225, + "TP": 36, + "n_pred": 2823, + "n_ref": 684 + }, + "8": { + "Dice": 0.9332702318977757, + "FN": 783, + "FP": 2178, + "IoU": 0.8748890860692103, + "TN": 502029, + "TP": 20706, + "n_pred": 22884, + "n_ref": 21489 + }, + "9": { + "Dice": 0.8948725066423444, + "FN": 2675, + "FP": 2627, + "IoU": 0.8097459451700876, + "TN": 497828, + "TP": 22566, + "n_pred": 25193, + "n_ref": 25241 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0094.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": 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": 0.8760750845696346, + "FN": 3485, + "FP": 2120, + "IoU": 0.7794783019239092, + "TN": 325047, + "TP": 19812, + "n_pred": 21932, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9582790585914281, + "FN": 3634, + "FP": 2964, + "IoU": 0.9198999660078667, + "TN": 268092, + "TP": 75774, + "n_pred": 78738, + "n_ref": 79408 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556072659054422, + "FN": 1217, + "FP": 1244, + "IoU": 0.9149884279249715, + "TN": 671979, + "TP": 26488, + "n_pred": 27732, + "n_ref": 27705 + }, + "10": { + "Dice": 0.8587544187980869, + "FN": 6104, + "FP": 4764, + "IoU": 0.7524711884480481, + "TN": 657022, + "TP": 33038, + "n_pred": 37802, + "n_ref": 39142 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6440274841437632, + "FN": 2437, + "FP": 257, + "IoU": 0.47495614889885013, + "TN": 695797, + "TP": 2437, + "n_pred": 2694, + "n_ref": 4874 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6771, + "IoU": 0.0, + "TN": 694157, + "TP": 0, + "n_pred": 6771, + "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": 765, + "IoU": 0.0, + "TN": 700163, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "3": { + "Dice": 0.9752712238490472, + "FN": 1937, + "FP": 1245, + "IoU": 0.9517359583794688, + "TN": 634999, + "TP": 62747, + "n_pred": 63992, + "n_ref": 64684 + }, + "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": 244, + "IoU": 0.0, + "TN": 700684, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "6": { + "Dice": 0.9597356133648657, + "FN": 1657, + "FP": 2327, + "IoU": 0.9225881667152434, + "TN": 649463, + "TP": 47481, + "n_pred": 49808, + "n_ref": 49138 + }, + "7": { + "Dice": 0.873777613077224, + "FN": 4575, + "FP": 1556, + "IoU": 0.7758482012284293, + "TN": 673576, + "TP": 21221, + "n_pred": 22777, + "n_ref": 25796 + }, + "8": { + "Dice": 0.9650881943936178, + "FN": 260, + "FP": 694, + "IoU": 0.9325318246110326, + "TN": 686788, + "TP": 13186, + "n_pred": 13880, + "n_ref": 13446 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.5143769968051118, + "FN": 72, + "FP": 536, + "IoU": 0.34623655913978496, + "TN": 349534, + "TP": 322, + "n_pred": 858, + "n_ref": 394 + }, + "11": { + "Dice": 0.564755838641189, + "FN": 216, + "FP": 194, + "IoU": 0.39349112426035504, + "TN": 349788, + "TP": 266, + "n_pred": 460, + "n_ref": 482 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7144380464917893, + "FN": 1327, + "FP": 2690, + "IoU": 0.5557398805573988, + "TN": 341422, + "TP": 5025, + "n_pred": 7715, + "n_ref": 6352 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9336573511543135, + "FN": 40, + "FP": 233, + "IoU": 0.8755697356426618, + "TN": 348270, + "TP": 1921, + "n_pred": 2154, + "n_ref": 1961 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8781404448105437, + "FN": 3242, + "FP": 1492, + "IoU": 0.7827543481253728, + "TN": 328673, + "TP": 17057, + "n_pred": 18549, + "n_ref": 20299 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494458173276895, + "FN": 3726, + "FP": 6605, + "IoU": 0.9037571150424341, + "TN": 243121, + "TP": 97012, + "n_pred": 103617, + "n_ref": 100738 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "8": { + "Dice": 0.9799769563728086, + "FN": 555, + "FP": 88, + "IoU": 0.9607400170961046, + "TN": 334086, + "TP": 15735, + "n_pred": 15823, + "n_ref": 16290 + }, + "9": { + "Dice": 0.8816129356905632, + "FN": 3124, + "FP": 405, + "IoU": 0.7882896394504769, + "TN": 333795, + "TP": 13140, + "n_pred": 13545, + "n_ref": 16264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.005780346820809248, + "FN": 2064, + "FP": 0, + "IoU": 0.002898550724637681, + "TN": 348394, + "TP": 6, + "n_pred": 6, + "n_ref": 2070 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2700, + "IoU": 0.0, + "TN": 347764, + "TP": 0, + "n_pred": 2700, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 900, + "FP": 0, + "IoU": 0.0, + "TN": 349564, + "TP": 0, + "n_pred": 0, + "n_ref": 900 + }, + "13": { + "Dice": 0.5997972576428533, + "FN": 6085, + "FP": 1416, + "IoU": 0.4283645785703399, + "TN": 337342, + "TP": 5621, + "n_pred": 7037, + "n_ref": 11706 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9263646922183507, + "FN": 351, + "FP": 283, + "IoU": 0.8628299437472955, + "TN": 345842, + "TP": 3988, + "n_pred": 4271, + "n_ref": 4339 + }, + "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": 383, + "IoU": 0.0, + "TN": 350081, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494761261860846, + "FN": 2655, + "FP": 5316, + "IoU": 0.9038120406907287, + "TN": 267595, + "TP": 74898, + "n_pred": 80214, + "n_ref": 77553 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "9": { + "Dice": 0.7950517293983858, + "FN": 2106, + "FP": 5283, + "IoU": 0.659822291791354, + "TN": 328743, + "TP": 14332, + "n_pred": 19615, + "n_ref": 16438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768216872102711, + "FN": 475, + "FP": 610, + "IoU": 0.9546935025889427, + "TN": 326516, + "TP": 22863, + "n_pred": 23473, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 75, + "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": 44, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 44, + "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": 70, + "IoU": 0.0, + "TN": 350394, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "4": { + "Dice": 0.9191106778238145, + "FN": 2204, + "FP": 3770, + "IoU": 0.8503282056421306, + "TN": 310550, + "TP": 33940, + "n_pred": 37710, + "n_ref": 36144 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "6": { + "Dice": 0.9780826165107325, + "FN": 4496, + "FP": 735, + "IoU": 0.9571053710537105, + "TN": 228514, + "TP": 116719, + "n_pred": 117454, + "n_ref": 121215 + }, + "7": { + "Dice": 0.9398584637322795, + "FN": 2101, + "FP": 5828, + "IoU": 0.8865405529162612, + "TN": 280580, + "TP": 61955, + "n_pred": 67783, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9059561128526645, + "FN": 177, + "FP": 3, + "IoU": 0.828080229226361, + "TN": 349417, + "TP": 867, + "n_pred": 870, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8582177286621209, + "FN": 138, + "FP": 465, + "IoU": 0.7516474464579901, + "TN": 523268, + "TP": 1825, + "n_pred": 2290, + "n_ref": 1963 + }, + "11": { + "Dice": 0.7840435176790571, + "FN": 590, + "FP": 601, + "IoU": 0.6447957053385028, + "TN": 522343, + "TP": 2162, + "n_pred": 2763, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.851978756210382, + "FN": 3586, + "FP": 1598, + "IoU": 0.7421280405909566, + "TN": 505593, + "TP": 14919, + "n_pred": 16517, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646122874675592, + "FN": 1071, + "FP": 388, + "IoU": 0.9316435532233883, + "TN": 504352, + "TP": 19885, + "n_pred": 20273, + "n_ref": 20956 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 525693, + "TP": 3, + "n_pred": 3, + "n_ref": 3 + }, + "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": 0.9909904397705545, + "FN": 1178, + "FP": 2356, + "IoU": 0.9821417743011339, + "TN": 327804, + "TP": 194358, + "n_pred": 196714, + "n_ref": 195536 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.966760061130922, + "FN": 494, + "FP": 550, + "IoU": 0.9356588191790953, + "TN": 509470, + "TP": 15182, + "n_pred": 15732, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9406589723717559, + "FN": 1598, + "FP": 1235, + "IoU": 0.8879661486139123, + "TN": 500409, + "TP": 22454, + "n_pred": 23689, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0170.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": 5, + "FP": 13, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 13, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5573366214549939, + "FN": 31, + "FP": 328, + "IoU": 0.38632478632478634, + "TN": 700343, + "TP": 226, + "n_pred": 554, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 700793, + "TP": 0, + "n_pred": 135, + "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": 1434, + "IoU": 0.0, + "TN": 699494, + "TP": 0, + "n_pred": 1434, + "n_ref": 0 + }, + "3": { + "Dice": 0.9468127041333484, + "FN": 809, + "FP": 2969, + "IoU": 0.8989974602325892, + "TN": 663523, + "TP": 33627, + "n_pred": 36596, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": 0.47437207551228955, + "FN": 3197, + "FP": 6576, + "IoU": 0.3109356271592752, + "TN": 686745, + "TP": 4410, + "n_pred": 10986, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8921537940682351, + "FN": 4737, + "FP": 12146, + "IoU": 0.8053047338984028, + "TN": 614213, + "TP": 69832, + "n_pred": 81978, + "n_ref": 74569 + }, + "7": { + "Dice": 0.891611373211898, + "FN": 5637, + "FP": 15844, + "IoU": 0.8044212577276411, + "TN": 591095, + "TP": 88352, + "n_pred": 104196, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9571557497743789, + "FN": 367, + "FP": 1437, + "IoU": 0.9178319289455705, + "TN": 678973, + "TP": 20151, + "n_pred": 21588, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7159782260646814, + "FN": 839, + "FP": 48, + "IoU": 0.5576059850374064, + "TN": 698923, + "TP": 1118, + "n_pred": 1166, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 0.3486238532110092, + "FN": 51, + "FP": 162, + "IoU": 0.2111111111111111, + "TN": 525426, + "TP": 57, + "n_pred": 219, + "n_ref": 108 + }, + "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": 0.9570590052517763, + "FN": 16, + "FP": 123, + "IoU": 0.917654028436019, + "TN": 524008, + "TP": 1549, + "n_pred": 1672, + "n_ref": 1565 + }, + "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": 0.9734091811086123, + "FN": 362, + "FP": 40, + "IoU": 0.9481958762886598, + "TN": 517936, + "TP": 7358, + "n_pred": 7398, + "n_ref": 7720 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7975114450052823, + "FN": 1083, + "FP": 642, + "IoU": 0.6632174931667317, + "TN": 345342, + "TP": 3397, + "n_pred": 4039, + "n_ref": 4480 + }, + "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": 0.9709762532981531, + "FN": 76, + "FP": 232, + "IoU": 0.9435897435897436, + "TN": 345004, + "TP": 5152, + "n_pred": 5384, + "n_ref": 5228 + }, + "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": 0.4816455696202532, + "FN": 4769, + "FP": 145, + "IoU": 0.3172155064610254, + "TN": 343267, + "TP": 2283, + "n_pred": 2428, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9633276399075655, + "FN": 770, + "FP": 2515, + "IoU": 0.9292498546229889, + "TN": 304033, + "TP": 43146, + "n_pred": 45661, + "n_ref": 43916 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9611587485515644, + "FN": 2535, + "FP": 817, + "IoU": 0.9252219693927631, + "TN": 305638, + "TP": 41474, + "n_pred": 42291, + "n_ref": 44009 + }, + "9": { + "Dice": 0.9507924528301887, + "FN": 547, + "FP": 757, + "IoU": 0.9062005466839304, + "TN": 336562, + "TP": 12598, + "n_pred": 13355, + "n_ref": 13145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23288, + "IoU": 0.0, + "TN": 502408, + "TP": 0, + "n_pred": 23288, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 525647, + "TP": 0, + "n_pred": 49, + "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": 1902, + "IoU": 0.0, + "TN": 523794, + "TP": 0, + "n_pred": 1902, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 525527, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3531, + "IoU": 0.0, + "TN": 522165, + "TP": 0, + "n_pred": 3531, + "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": 0.2786098874204601, + "FN": 2424, + "FP": 4945, + "IoU": 0.16185168334849864, + "TN": 516904, + "TP": 1423, + "n_pred": 6368, + "n_ref": 3847 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 22, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 22, + "n_ref": 5 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 350003, + "TP": 0, + "n_pred": 461, + "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": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "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": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "3": { + "Dice": 0.9302385226981277, + "FN": 487, + "FP": 57, + "IoU": 0.8695756413330137, + "TN": 346293, + "TP": 3627, + "n_pred": 3684, + "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": 0.9572592237661716, + "FN": 270, + "FP": 622, + "IoU": 0.9180222406028857, + "TN": 339583, + "TP": 9989, + "n_pred": 10611, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.44990705967148437, + "FN": 14248, + "FP": 253, + "IoU": 0.2902452156037394, + "TN": 505265, + "TP": 5930, + "n_pred": 6183, + "n_ref": 20178 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1, + "FP": 3331, + "IoU": 0.0, + "TN": 522364, + "TP": 0, + "n_pred": 3331, + "n_ref": 1 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9354085237743113, + "FN": 4870, + "FP": 633, + "IoU": 0.8786549062844542, + "TN": 480346, + "TP": 39847, + "n_pred": 40480, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1973, + "IoU": 0.0, + "TN": 523723, + "TP": 0, + "n_pred": 1973, + "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": 0.8725640293743675, + "FN": 13266, + "FP": 1467, + "IoU": 0.773936659915301, + "TN": 460524, + "TP": 50439, + "n_pred": 51906, + "n_ref": 63705 + }, + "7": { + "Dice": 0.5534228123346322, + "FN": 7696, + "FP": 1587, + "IoU": 0.3825739940139674, + "TN": 510661, + "TP": 5752, + "n_pred": 7339, + "n_ref": 13448 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6578595814160606, + "FN": 1872, + "FP": 2738, + "IoU": 0.49015704490157047, + "TN": 516654, + "TP": 4432, + "n_pred": 7170, + "n_ref": 6304 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25958, + "IoU": 0.0, + "TN": 499738, + "TP": 0, + "n_pred": 25958, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": 0.9611200384182044, + "FN": 1990, + "FP": 115, + "IoU": 0.9251502329054511, + "TN": 497573, + "TP": 26018, + "n_pred": 26133, + "n_ref": 28008 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 525563, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555529967182912, + "FN": 388, + "FP": 1156, + "IoU": 0.9148889256380575, + "TN": 682787, + "TP": 16597, + "n_pred": 17753, + "n_ref": 16985 + }, + "10": { + "Dice": 0.13922684458398743, + "FN": 14071, + "FP": 3475, + "IoU": 0.07482204060110731, + "TN": 681963, + "TP": 1419, + "n_pred": 4894, + "n_ref": 15490 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6706896551724137, + "FN": 662, + "FP": 484, + "IoU": 0.5045395590142672, + "TN": 698615, + "TP": 1167, + "n_pred": 1651, + "n_ref": 1829 + }, + "13": { + "Dice": 0.46604527296937415, + "FN": 398, + "FP": 4414, + "IoU": 0.3038194444444444, + "TN": 694016, + "TP": 2100, + "n_pred": 6514, + "n_ref": 2498 + }, + "14": { + "Dice": 0.874528539099824, + "FN": 8996, + "FP": 485, + "IoU": 0.7770330652368186, + "TN": 658406, + "TP": 33041, + "n_pred": 33526, + "n_ref": 42037 + }, + "15": { + "Dice": 0.9060377709554377, + "FN": 553, + "FP": 1467, + "IoU": 0.8282166850922698, + "TN": 689169, + "TP": 9739, + "n_pred": 11206, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8941160240049666, + "FN": 1132, + "FP": 403, + "IoU": 0.8085079840319361, + "TN": 692912, + "TP": 6481, + "n_pred": 6884, + "n_ref": 7613 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": 0.5096124031007752, + "FN": 4692, + "FP": 1634, + "IoU": 0.34193279933423487, + "TN": 691315, + "TP": 3287, + "n_pred": 4921, + "n_ref": 7979 + }, + "6": { + "Dice": 0.8100143086945316, + "FN": 560, + "FP": 20817, + "IoU": 0.6806924777439206, + "TN": 633980, + "TP": 45571, + "n_pred": 66388, + "n_ref": 46131 + }, + "7": { + "Dice": 0.8662353157121879, + "FN": 7547, + "FP": 4113, + "IoU": 0.7640344841542882, + "TN": 651514, + "TP": 37754, + "n_pred": 41867, + "n_ref": 45301 + }, + "8": { + "Dice": 0.5622041751781177, + "FN": 17272, + "FP": 302, + "IoU": 0.39101808857162657, + "TN": 672070, + "TP": 11284, + "n_pred": 11586, + "n_ref": 28556 + }, + "9": { + "Dice": 0.0, + "FN": 292, + "FP": 2794, + "IoU": 0.0, + "TN": 697842, + "TP": 0, + "n_pred": 2794, + "n_ref": 292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521069640707179, + "FN": 652, + "FP": 3127, + "IoU": 0.9085917468917808, + "TN": 309122, + "TP": 37563, + "n_pred": 40690, + "n_ref": 38215 + }, + "10": { + "Dice": 0.0, + "FN": 1274, + "FP": 0, + "IoU": 0.0, + "TN": 349190, + "TP": 0, + "n_pred": 0, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8634891254049052, + "FN": 16, + "FP": 279, + "IoU": 0.759771986970684, + "TN": 349236, + "TP": 933, + "n_pred": 1212, + "n_ref": 949 + }, + "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": 634, + "IoU": 0.0, + "TN": 349830, + "TP": 0, + "n_pred": 634, + "n_ref": 0 + }, + "7": { + "Dice": 0.94910023147572, + "FN": 1861, + "FP": 184, + "IoU": 0.90313106911089, + "TN": 329353, + "TP": 19066, + "n_pred": 19250, + "n_ref": 20927 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 350194, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 350125, + "TP": 0, + "n_pred": 339, + "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": 1747, + "IoU": 0.0, + "TN": 348717, + "TP": 0, + "n_pred": 1747, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2883, + "IoU": 0.0, + "TN": 347581, + "TP": 0, + "n_pred": 2883, + "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": 0.7587896092262905, + "FN": 3451, + "FP": 31017, + "IoU": 0.6113303714395255, + "TN": 261782, + "TP": 54214, + "n_pred": 85231, + "n_ref": 57665 + }, + "7": { + "Dice": 0.5137709960254848, + "FN": 47980, + "FP": 710, + "IoU": 0.34568763942268926, + "TN": 276050, + "TP": 25724, + "n_pred": 26434, + "n_ref": 73704 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7147878787878787, + "FN": 1870, + "FP": 2836, + "IoU": 0.5561633499952844, + "TN": 339861, + "TP": 5897, + "n_pred": 8733, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8972258916776751, + "FN": 615, + "FP": 552, + "IoU": 0.8136080498322952, + "TN": 344203, + "TP": 5094, + "n_pred": 5646, + "n_ref": 5709 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "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": 0.9536684281676293, + "FN": 360, + "FP": 17, + "IoU": 0.9114399812074231, + "TN": 346207, + "TP": 3880, + "n_pred": 3897, + "n_ref": 4240 + }, + "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": 0.6017733230531996, + "FN": 81, + "FP": 4051, + "IoU": 0.43038323683484975, + "TN": 343210, + "TP": 3122, + "n_pred": 7173, + "n_ref": 3203 + }, + "7": { + "Dice": 0.793427050216417, + "FN": 4816, + "FP": 577, + "IoU": 0.6575873015873016, + "TN": 334714, + "TP": 10357, + "n_pred": 10934, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9520102795210339, + "FN": 1480, + "FP": 1097, + "IoU": 0.9084156656478783, + "TN": 322326, + "TP": 25561, + "n_pred": 26658, + "n_ref": 27041 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753980489447979, + "FN": 1411, + "FP": 488, + "IoU": 0.9519775440016185, + "TN": 661384, + "TP": 37645, + "n_pred": 38133, + "n_ref": 39056 + }, + "10": { + "Dice": 0.8280171387764818, + "FN": 1895, + "FP": 995, + "IoU": 0.7065095968315223, + "TN": 691081, + "TP": 6957, + "n_pred": 7952, + "n_ref": 8852 + }, + "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": 0.7429478658986856, + "FN": 5572, + "FP": 1390, + "IoU": 0.5910239088292311, + "TN": 683905, + "TP": 10061, + "n_pred": 11451, + "n_ref": 15633 + }, + "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": 0.9139993475187589, + "FN": 8164, + "FP": 1326, + "IoU": 0.841619519684908, + "TN": 641009, + "TP": 50429, + "n_pred": 51755, + "n_ref": 58593 + }, + "3": { + "Dice": 0.46700813498041577, + "FN": 215, + "FP": 3323, + "IoU": 0.3046383647798742, + "TN": 695840, + "TP": 1550, + "n_pred": 4873, + "n_ref": 1765 + }, + "4": { + "Dice": 0.9272143630323616, + "FN": 3136, + "FP": 764, + "IoU": 0.8643053477610383, + "TN": 672187, + "TP": 24841, + "n_pred": 25605, + "n_ref": 27977 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576901950013732, + "FN": 1931, + "FP": 4231, + "IoU": 0.9188152988761676, + "TN": 625027, + "TP": 69739, + "n_pred": 73970, + "n_ref": 71670 + }, + "7": { + "Dice": 0.9411620017832802, + "FN": 2413, + "FP": 3328, + "IoU": 0.8888630776080686, + "TN": 649271, + "TP": 45916, + "n_pred": 49244, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.948843590748726, + "FN": 1108, + "FP": 458, + "IoU": 0.9026664180495991, + "TN": 684839, + "TP": 14523, + "n_pred": 14981, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659394281566318, + "FN": 4036, + "FP": 187, + "IoU": 0.9341226756520654, + "TN": 461592, + "TP": 59881, + "n_pred": 60068, + "n_ref": 63917 + }, + "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": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "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": 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": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714336917562724, + "FN": 2522, + "FP": 5448, + "IoU": 0.9444541241244729, + "TN": 382211, + "TP": 135515, + "n_pred": 140963, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9644718477819196, + "FN": 3667, + "FP": 355, + "IoU": 0.9313815811922066, + "TN": 467082, + "TP": 54592, + "n_pred": 54947, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.790567296996663, + "FN": 4097, + "FP": 610, + "IoU": 0.6536678684423516, + "TN": 512105, + "TP": 8884, + "n_pred": 9494, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0391.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": 0.6966873446015521, + "FN": 15469, + "FP": 8685, + "IoU": 0.5345512005241454, + "TN": 473802, + "TP": 27740, + "n_pred": 36425, + "n_ref": 43209 + }, + "11": { + "Dice": 0.4444444444444444, + "FN": 243, + "FP": 112, + "IoU": 0.2857142857142857, + "TN": 525199, + "TP": 142, + "n_pred": 254, + "n_ref": 385 + }, + "12": { + "Dice": 0.4932929467762873, + "FN": 2146, + "FP": 196, + "IoU": 0.3273980470993682, + "TN": 522214, + "TP": 1140, + "n_pred": 1336, + "n_ref": 3286 + }, + "13": { + "Dice": 0.5560263485846537, + "FN": 8536, + "FP": 3933, + "IoU": 0.385066824480939, + "TN": 505419, + "TP": 7808, + "n_pred": 11741, + "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": 0.94824016563147, + "FN": 88, + "FP": 87, + "IoU": 0.9015748031496063, + "TN": 523918, + "TP": 1603, + "n_pred": 1690, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9643044313748326, + "FN": 1054, + "FP": 172, + "IoU": 0.9310693804115596, + "TN": 507910, + "TP": 16560, + "n_pred": 16732, + "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": 0.8979979640312182, + "FN": 1138, + "FP": 1868, + "IoU": 0.8148786796403498, + "TN": 509458, + "TP": 13232, + "n_pred": 15100, + "n_ref": 14370 + }, + "7": { + "Dice": 0.40265268920154274, + "FN": 102606, + "FP": 7825, + "IoU": 0.2520758550626482, + "TN": 378046, + "TP": 37219, + "n_pred": 45044, + "n_ref": 139825 + }, + "8": { + "Dice": 0.9460509714862478, + "FN": 129, + "FP": 940, + "IoU": 0.8976249760582264, + "TN": 515254, + "TP": 9373, + "n_pred": 10313, + "n_ref": 9502 + }, + "9": { + "Dice": 0.914642040305528, + "FN": 2583, + "FP": 1373, + "IoU": 0.8427100314102819, + "TN": 500545, + "TP": 21195, + "n_pred": 22568, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5969493279499969, + "FN": 1273.6177777777777, + "FP": 1253.831111111111, + "IoU": 0.514518102561123, + "TN": 467559.3711111111, + "TP": 8880.646666666667, + "n_pred": 10134.477777777776, + "n_ref": 10154.264444444445 + }, + "mean": { + "1": { + "Dice": 0.6163978708095246, + "FN": 472.43333333333334, + "FP": 2491.633333333333, + "IoU": 0.5757152964847557, + "TN": 464040.8, + "TP": 11962.6, + "n_pred": 14454.233333333334, + "n_ref": 12435.033333333333 + }, + "10": { + "Dice": 0.5362889175706499, + "FN": 1840.3333333333333, + "FP": 1611.6666666666667, + "IoU": 0.4397340858514005, + "TN": 468844.3, + "TP": 6671.166666666667, + "n_pred": 8282.833333333334, + "n_ref": 8511.5 + }, + "11": { + "Dice": 0.5278939619100436, + "FN": 184.1, + "FP": 144.2, + "IoU": 0.39945716190172076, + "TN": 478316.8, + "TP": 322.3666666666667, + "n_pred": 466.56666666666666, + "n_ref": 506.46666666666664 + }, + "12": { + "Dice": 0.4059682815223857, + "FN": 232.43333333333334, + "FP": 185.56666666666666, + "IoU": 0.2942915576759861, + "TN": 478292.5, + "TP": 256.96666666666664, + "n_pred": 442.53333333333336, + "n_ref": 489.4 + }, + "13": { + "Dice": 0.4098589413088431, + "FN": 3156.3333333333335, + "FP": 2157.4333333333334, + "IoU": 0.3160654961770588, + "TN": 470033.4666666667, + "TP": 3620.233333333333, + "n_pred": 5777.666666666667, + "n_ref": 6776.566666666667 + }, + "14": { + "Dice": 0.6021214326780291, + "FN": 481.0, + "FP": 409.3666666666667, + "IoU": 0.5208623693077952, + "TN": 472763.7, + "TP": 5313.4, + "n_pred": 5722.766666666666, + "n_ref": 5794.4 + }, + "15": { + "Dice": 0.38914394612036296, + "FN": 359.3, + "FP": 349.6666666666667, + "IoU": 0.31852344234689356, + "TN": 477060.5333333333, + "TP": 1197.9666666666667, + "n_pred": 1547.6333333333334, + "n_ref": 1557.2666666666667 + }, + "2": { + "Dice": 0.6243227315077647, + "FN": 2746.233333333333, + "FP": 791.9666666666667, + "IoU": 0.5697914149376317, + "TN": 466288.23333333334, + "TP": 9141.033333333333, + "n_pred": 9933.0, + "n_ref": 11887.266666666666 + }, + "3": { + "Dice": 0.773049880422641, + "FN": 1154.0666666666666, + "FP": 2345.6, + "IoU": 0.7017035897759232, + "TN": 465112.7, + "TP": 10355.1, + "n_pred": 12700.7, + "n_ref": 11509.166666666666 + }, + "4": { + "Dice": 0.5300005464721674, + "FN": 508.03333333333336, + "FP": 536.8666666666667, + "IoU": 0.45385977706530095, + "TN": 474417.2, + "TP": 3505.366666666667, + "n_pred": 4042.233333333333, + "n_ref": 4013.4 + }, + "5": { + "Dice": 0.5155276054871519, + "FN": 441.3666666666667, + "FP": 209.46666666666667, + "IoU": 0.4186683957934486, + "TN": 477399.0333333333, + "TP": 917.6, + "n_pred": 1127.0666666666666, + "n_ref": 1358.9666666666667 + }, + "6": { + "Dice": 0.7862088239966379, + "FN": 1453.6666666666667, + "FP": 4187.666666666667, + "IoU": 0.7372365906054089, + "TN": 423981.1, + "TP": 49345.03333333333, + "n_pred": 53532.7, + "n_ref": 50798.7 + }, + "7": { + "Dice": 0.614946055277885, + "FN": 3748.9333333333334, + "FP": 1648.0, + "IoU": 0.5335074833658773, + "TN": 456891.3, + "TP": 16679.233333333334, + "n_pred": 18327.233333333334, + "n_ref": 20428.166666666668 + }, + "8": { + "Dice": 0.9059510118543869, + "FN": 343.23333333333335, + "FP": 916.2666666666667, + "IoU": 0.8364103798482545, + "TN": 470310.1, + "TP": 7397.866666666667, + "n_pred": 8314.133333333333, + "n_ref": 7741.1 + }, + "9": { + "Dice": 0.7165599123114791, + "FN": 1982.8, + "FP": 822.1, + "IoU": 0.60194449727939, + "TN": 469638.8, + "TP": 6523.766666666666, + "n_pred": 7345.866666666667, + "n_ref": 8506.566666666668 + } + }, + "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": 0.6558828537374425, + "FN": 1635, + "FP": 386, + "IoU": 0.4879655434507221, + "TN": 346517, + "TP": 1926, + "n_pred": 2312, + "n_ref": 3561 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46303530092592593, + "FN": 9244, + "FP": 20448, + "IoU": 0.30126606109097753, + "TN": 307970, + "TP": 12802, + "n_pred": 33250, + "n_ref": 22046 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.902340681782479, + "FN": 963, + "FP": 6497, + "IoU": 0.8220589638393283, + "TN": 308540, + "TP": 34464, + "n_pred": 40961, + "n_ref": 35427 + }, + "3": { + "Dice": 0.6978070606745993, + "FN": 5798, + "FP": 348, + "IoU": 0.5358707143935961, + "TN": 337222, + "TP": 7096, + "n_pred": 7444, + "n_ref": 12894 + }, + "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": 0.9563575008184543, + "FN": 591, + "FP": 1142, + "IoU": 0.9163650402972829, + "TN": 329743, + "TP": 18988, + "n_pred": 20130, + "n_ref": 19579 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 656, + "IoU": 0.0, + "TN": 349808, + "TP": 0, + "n_pred": 656, + "n_ref": 0 + }, + "8": { + "Dice": 0.9338063672859677, + "FN": 260, + "FP": 449, + "IoU": 0.875831873905429, + "TN": 344754, + "TP": 5001, + "n_pred": 5450, + "n_ref": 5261 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678807592850087, + "FN": 2885, + "FP": 2220, + "IoU": 0.9377606008144156, + "TN": 443674, + "TP": 76917, + "n_pred": 79137, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8618443606444978, + "FN": 864, + "FP": 1151, + "IoU": 0.7572289156626506, + "TN": 517396, + "TP": 6285, + "n_pred": 7436, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3954802259887006, + "FN": 80, + "FP": 241, + "IoU": 0.24647887323943662, + "TN": 525270, + "TP": 105, + "n_pred": 346, + "n_ref": 185 + }, + "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": 0.9561649751673504, + "FN": 1211, + "FP": 3864, + "IoU": 0.9160115846090194, + "TN": 465271, + "TP": 55350, + "n_pred": 59214, + "n_ref": 56561 + }, + "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": 77, + "IoU": 0.0, + "TN": 525619, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "7": { + "Dice": 0.9481348083354773, + "FN": 382, + "FP": 1634, + "IoU": 0.9013843369368488, + "TN": 505253, + "TP": 18427, + "n_pred": 20061, + "n_ref": 18809 + }, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 26, + "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": 3, + "FP": 637, + "IoU": 0.0, + "TN": 349824, + "TP": 0, + "n_pred": 637, + "n_ref": 3 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9193664639893548, + "FN": 2621, + "FP": 1742, + "IoU": 0.8507661786838144, + "TN": 321228, + "TP": 24873, + "n_pred": 26615, + "n_ref": 27494 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9599856111021706, + "FN": 2401, + "FP": 1826, + "IoU": 0.9230503167552611, + "TN": 295532, + "TP": 50705, + "n_pred": 52531, + "n_ref": 53106 + }, + "7": { + "Dice": 0.6496094802046862, + "FN": 548, + "FP": 753, + "IoU": 0.4810530514559234, + "TN": 347957, + "TP": 1206, + "n_pred": 1959, + "n_ref": 1754 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8445623342175066, + "FN": 224, + "FP": 69, + "IoU": 0.7309458218549127, + "TN": 524607, + "TP": 796, + "n_pred": 865, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7950005707111061, + "FN": 1539, + "FP": 2053, + "IoU": 0.6597518234346879, + "TN": 515139, + "TP": 6965, + "n_pred": 9018, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.633034379671151, + "FN": 1403, + "FP": 1543, + "IoU": 0.46309458720612356, + "TN": 520209, + "TP": 2541, + "n_pred": 4084, + "n_ref": 3944 + }, + "13": { + "Dice": 0.5827028285414969, + "FN": 1825, + "FP": 1760, + "IoU": 0.41113666228646517, + "TN": 519608, + "TP": 2503, + "n_pred": 4263, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1246, + "IoU": 0.0, + "TN": 524450, + "TP": 0, + "n_pred": 1246, + "n_ref": 0 + }, + "3": { + "Dice": 0.9586042858999203, + "FN": 4116, + "FP": 3211, + "IoU": 0.9204995497108384, + "TN": 433533, + "TP": 84836, + "n_pred": 88047, + "n_ref": 88952 + }, + "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": 0.7441860465116279, + "FN": 44, + "FP": 0, + "IoU": 0.5925925925925926, + "TN": 525588, + "TP": 64, + "n_pred": 64, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9441482917373395, + "FN": 527, + "FP": 395, + "IoU": 0.8942053930005738, + "TN": 516981, + "TP": 7793, + "n_pred": 8188, + "n_ref": 8320 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8407818560483024, + "FN": 4747, + "FP": 3586, + "IoU": 0.7253008076479315, + "TN": 320129, + "TP": 22002, + "n_pred": 25588, + "n_ref": 26749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 378, + "FP": 0, + "IoU": 0.0, + "TN": 350086, + "TP": 0, + "n_pred": 0, + "n_ref": 378 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.98022142196158, + "FN": 2779, + "FP": 769, + "IoU": 0.9612100538992204, + "TN": 258997, + "TP": 87919, + "n_pred": 88688, + "n_ref": 90698 + }, + "7": { + "Dice": 0.9143608589133881, + "FN": 1456, + "FP": 3298, + "IoU": 0.8422327680615936, + "TN": 320331, + "TP": 25379, + "n_pred": 28677, + "n_ref": 26835 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8827109721993749, + "FN": 408, + "FP": 305, + "IoU": 0.7900471142520612, + "TN": 347068, + "TP": 2683, + "n_pred": 2988, + "n_ref": 3091 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.540221846015073, + "FN": 69629, + "FP": 712, + "IoU": 0.37007119509246406, + "TN": 238799, + "TP": 41324, + "n_pred": 42036, + "n_ref": 110953 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 57619, + "IoU": 0.0, + "TN": 292845, + "TP": 0, + "n_pred": 57619, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 53008, + "IoU": 0.0, + "TN": 647920, + "TP": 0, + "n_pred": 53008, + "n_ref": 0 + }, + "10": { + "Dice": 0.32204646564508155, + "FN": 7249, + "FP": 3723, + "IoU": 0.1919281190160554, + "TN": 687350, + "TP": 2606, + "n_pred": 6329, + "n_ref": 9855 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 698925, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.31100254821248174, + "FN": 42963, + "FP": 2732, + "IoU": 0.18413440937008999, + "TN": 644920, + "TP": 10313, + "n_pred": 13045, + "n_ref": 53276 + }, + "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": 0.7873667448135533, + "FN": 8268, + "FP": 1346, + "IoU": 0.6493032756985482, + "TN": 673514, + "TP": 17800, + "n_pred": 19146, + "n_ref": 26068 + }, + "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": 0.13223494169252167, + "FN": 28, + "FP": 8083, + "IoU": 0.07079848779928972, + "TN": 692199, + "TP": 618, + "n_pred": 8701, + "n_ref": 646 + }, + "7": { + "Dice": 0.6890980066356718, + "FN": 51624, + "FP": 6755, + "IoU": 0.5256670675030063, + "TN": 577852, + "TP": 64697, + "n_pred": 71452, + "n_ref": 116321 + }, + "8": { + "Dice": 0.7976298997265269, + "FN": 401, + "FP": 43, + "IoU": 0.6633813495072024, + "TN": 699609, + "TP": 875, + "n_pred": 918, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6839336301092676, + "FN": 552, + "FP": 4915, + "IoU": 0.519680196801968, + "TN": 689546, + "TP": 5915, + "n_pred": 10830, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.6656335097079855, + "FN": 6966, + "FP": 8137, + "IoU": 0.49883859835412797, + "TN": 495560, + "TP": 15033, + "n_pred": 23170, + "n_ref": 21999 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43616955253522, + "FN": 6561, + "FP": 2524, + "IoU": 0.27891102468449874, + "TN": 513097, + "TP": 3514, + "n_pred": 6038, + "n_ref": 10075 + }, + "14": { + "Dice": 0.6025554808338938, + "FN": 0, + "FP": 591, + "IoU": 0.43118383060635224, + "TN": 524657, + "TP": 448, + "n_pred": 1039, + "n_ref": 448 + }, + "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": 0.5642857142857143, + "FN": 205, + "FP": 39, + "IoU": 0.39303482587064675, + "TN": 525294, + "TP": 158, + "n_pred": 197, + "n_ref": 363 + }, + "4": { + "Dice": 0.570281124497992, + "FN": 89, + "FP": 18, + "IoU": 0.398876404494382, + "TN": 525518, + "TP": 71, + "n_pred": 89, + "n_ref": 160 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715003453272484, + "FN": 1654, + "FP": 6764, + "IoU": 0.9445801375950492, + "TN": 373801, + "TP": 143477, + "n_pred": 150241, + "n_ref": 145131 + }, + "7": { + "Dice": 0.5745918139118765, + "FN": 3198, + "FP": 606, + "IoU": 0.40310685705319316, + "TN": 519323, + "TP": 2569, + "n_pred": 3175, + "n_ref": 5767 + }, + "8": { + "Dice": 0.9060420348159567, + "FN": 944, + "FP": 1555, + "IoU": 0.8282238108331043, + "TN": 511148, + "TP": 12049, + "n_pred": 13604, + "n_ref": 12993 + }, + "9": { + "Dice": 0.3188405797101449, + "FN": 638, + "FP": 866, + "IoU": 0.1896551724137931, + "TN": 523840, + "TP": 352, + "n_pred": 1218, + "n_ref": 990 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0058.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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 793, + "IoU": 0.0, + "TN": 524903, + "TP": 0, + "n_pred": 793, + "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": 0.9530434056063835, + "FN": 2499, + "FP": 6493, + "IoU": 0.910298870755357, + "TN": 425452, + "TP": 91252, + "n_pred": 97745, + "n_ref": 93751 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521443819134485, + "FN": 696, + "FP": 3003, + "IoU": 0.9086599007333876, + "TN": 660431, + "TP": 36798, + "n_pred": 39801, + "n_ref": 37494 + }, + "10": { + "Dice": 0.06239168110918544, + "FN": 550, + "FP": 532, + "IoU": 0.03220035778175313, + "TN": 699810, + "TP": 36, + "n_pred": 568, + "n_ref": 586 + }, + "11": { + "Dice": 0.5371712569890247, + "FN": 1266, + "FP": 969, + "IoU": 0.3672140430351076, + "TN": 697396, + "TP": 1297, + "n_pred": 2266, + "n_ref": 2563 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 700589, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "13": { + "Dice": 0.678953009923585, + "FN": 5429, + "FP": 3856, + "IoU": 0.5139506883735538, + "TN": 681825, + "TP": 9818, + "n_pred": 13674, + "n_ref": 15247 + }, + "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": 0.9491764195925444, + "FN": 427, + "FP": 511, + "IoU": 0.9032690522842116, + "TN": 691231, + "TP": 8759, + "n_pred": 9270, + "n_ref": 9186 + }, + "3": { + "Dice": 0.9636037925459868, + "FN": 268, + "FP": 565, + "IoU": 0.9297639123102867, + "TN": 689068, + "TP": 11027, + "n_pred": 11592, + "n_ref": 11295 + }, + "4": { + "Dice": 0.5205158264947245, + "FN": 285, + "FP": 124, + "IoU": 0.3518225039619651, + "TN": 700297, + "TP": 222, + "n_pred": 346, + "n_ref": 507 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9121813521751178, + "FN": 2110, + "FP": 8032, + "IoU": 0.8385417495821061, + "TN": 638113, + "TP": 52673, + "n_pred": 60705, + "n_ref": 54783 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 564, + "IoU": 0.0, + "TN": 700364, + "TP": 0, + "n_pred": 564, + "n_ref": 0 + }, + "8": { + "Dice": 0.9260261145502783, + "FN": 1032, + "FP": 1812, + "IoU": 0.8622426737708888, + "TN": 680283, + "TP": 17801, + "n_pred": 19613, + "n_ref": 18833 + }, + "9": { + "Dice": 0.8172749856678769, + "FN": 7502, + "FP": 2060, + "IoU": 0.6910101467071673, + "TN": 669982, + "TP": 21384, + "n_pred": 23444, + "n_ref": 28886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8346253767016523, + "FN": 4717, + "FP": 3240, + "IoU": 0.7161863318590383, + "TN": 672892, + "TP": 20079, + "n_pred": 23319, + "n_ref": 24796 + }, + "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": 0.7504021996665399, + "FN": 5878, + "FP": 11188, + "IoU": 0.6005149812734082, + "TN": 658208, + "TP": 25654, + "n_pred": 36842, + "n_ref": 31532 + }, + "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": 0.9605802585935036, + "FN": 90, + "FP": 35, + "IoU": 0.9241504854368932, + "TN": 699280, + "TP": 1523, + "n_pred": 1558, + "n_ref": 1613 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8468990825688073, + "FN": 2802, + "FP": 1370, + "IoU": 0.734453567564127, + "TN": 685217, + "TP": 11539, + "n_pred": 12909, + "n_ref": 14341 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.940510772782756, + "FN": 4049, + "FP": 14812, + "IoU": 0.8877020630526034, + "TN": 532973, + "TP": 149094, + "n_pred": 163906, + "n_ref": 153143 + }, + "7": { + "Dice": 0.0018148820326678765, + "FN": 81, + "FP": 3219, + "IoU": 0.0009082652134423251, + "TN": 697625, + "TP": 3, + "n_pred": 3222, + "n_ref": 84 + }, + "8": { + "Dice": 0.653707220794697, + "FN": 2121, + "FP": 7178, + "IoU": 0.4855609648152246, + "TN": 682852, + "TP": 8777, + "n_pred": 15955, + "n_ref": 10898 + }, + "9": { + "Dice": 0.7680356139326289, + "FN": 18056, + "FP": 2995, + "IoU": 0.6234235523514785, + "TN": 645027, + "TP": 34850, + "n_pred": 37845, + "n_ref": 52906 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7861, + "IoU": 0.0, + "TN": 342603, + "TP": 0, + "n_pred": 7861, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1564, + "IoU": 0.0, + "TN": 348900, + "TP": 0, + "n_pred": 1564, + "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": 0.005519779208831647, + "FN": 169, + "FP": 912, + "IoU": 0.0027675276752767526, + "TN": 349380, + "TP": 3, + "n_pred": 915, + "n_ref": 172 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 236, + "IoU": 0.0, + "TN": 350228, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8517252826651566, + "FN": 2204, + "FP": 5389, + "IoU": 0.7417434781129894, + "TN": 321063, + "TP": 21808, + "n_pred": 27197, + "n_ref": 24012 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.978974309698722, + "FN": 624, + "FP": 1783, + "IoU": 0.9588145714627928, + "TN": 292021, + "TP": 56036, + "n_pred": 57819, + "n_ref": 56660 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1547, + "IoU": 0.0, + "TN": 348917, + "TP": 0, + "n_pred": 1547, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 574, + "IoU": 0.0, + "TN": 349890, + "TP": 0, + "n_pred": 574, + "n_ref": 0 + }, + "10": { + "Dice": 0.4519230769230769, + "FN": 189, + "FP": 39, + "IoU": 0.2919254658385093, + "TN": 350142, + "TP": 94, + "n_pred": 133, + "n_ref": 283 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8068698560637378, + "FN": 981, + "FP": 4158, + "IoU": 0.6762630716895552, + "TN": 334590, + "TP": 10735, + "n_pred": 14893, + "n_ref": 11716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9123760880907269, + "FN": 796, + "FP": 2395, + "IoU": 0.8388709351646132, + "TN": 330660, + "TP": 16613, + "n_pred": 19008, + "n_ref": 17409 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9599261078573378, + "FN": 3194, + "FP": 2533, + "IoU": 0.9229402979049772, + "TN": 276145, + "TP": 68592, + "n_pred": 71125, + "n_ref": 71786 + }, + "7": { + "Dice": 0.36835820895522386, + "FN": 1429, + "FP": 4919, + "IoU": 0.225759238931577, + "TN": 342265, + "TP": 1851, + "n_pred": 6770, + "n_ref": 3280 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9122807017543859, + "FN": 21, + "FP": 19, + "IoU": 0.8387096774193549, + "TN": 700680, + "TP": 208, + "n_pred": 227, + "n_ref": 229 + }, + "10": { + "Dice": 0.8403676403676403, + "FN": 6005, + "FP": 2766, + "IoU": 0.7246845376357587, + "TN": 669070, + "TP": 23087, + "n_pred": 25853, + "n_ref": 29092 + }, + "11": { + "Dice": 0.3028169014084507, + "FN": 15, + "FP": 183, + "IoU": 0.17842323651452283, + "TN": 700687, + "TP": 43, + "n_pred": 226, + "n_ref": 58 + }, + "12": { + "Dice": 0.2727272727272727, + "FN": 83, + "FP": 93, + "IoU": 0.15789473684210525, + "TN": 700719, + "TP": 33, + "n_pred": 126, + "n_ref": 116 + }, + "13": { + "Dice": 0.19518221124150711, + "FN": 1060, + "FP": 243, + "IoU": 0.108145106091718, + "TN": 699467, + "TP": 158, + "n_pred": 401, + "n_ref": 1218 + }, + "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": 0.9742037293484912, + "FN": 593, + "FP": 208, + "IoU": 0.9497048850935577, + "TN": 685002, + "TP": 15125, + "n_pred": 15333, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8985946820341725, + "FN": 306, + "FP": 697, + "IoU": 0.8158619423535891, + "TN": 695481, + "TP": 4444, + "n_pred": 5141, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9432625860730959, + "FN": 1091, + "FP": 8121, + "IoU": 0.8926177625980627, + "TN": 615141, + "TP": 76575, + "n_pred": 84696, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9720855924421018, + "FN": 1283, + "FP": 936, + "IoU": 0.9456872919522225, + "TN": 660072, + "TP": 38637, + "n_pred": 39573, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9689939565474602, + "FN": 1382, + "FP": 1291, + "IoU": 0.9398528385949911, + "TN": 656487, + "TP": 41768, + "n_pred": 43059, + "n_ref": 43150 + }, + "9": { + "Dice": 0.8541410733603476, + "FN": 6958, + "FP": 997, + "IoU": 0.7454155598937497, + "TN": 669681, + "TP": 23292, + "n_pred": 24289, + "n_ref": 30250 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916658836794137, + "FN": 691, + "FP": 196, + "IoU": 0.8461405030355594, + "TN": 344699, + "TP": 4878, + "n_pred": 5074, + "n_ref": 5569 + }, + "10": { + "Dice": 0.8693509223353749, + "FN": 1080, + "FP": 2525, + "IoU": 0.7688954420155139, + "TN": 334865, + "TP": 11994, + "n_pred": 14519, + "n_ref": 13074 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.32942954287873066, + "FN": 1705, + "FP": 70, + "IoU": 0.19719583898688375, + "TN": 348253, + "TP": 436, + "n_pred": 506, + "n_ref": 2141 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1046, + "IoU": 0.0, + "TN": 349418, + "TP": 0, + "n_pred": 1046, + "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": 2619, + "IoU": 0.0, + "TN": 347845, + "TP": 0, + "n_pred": 2619, + "n_ref": 0 + }, + "3": { + "Dice": 0.2667789946644201, + "FN": 2597, + "FP": 14, + "IoU": 0.15392093324692158, + "TN": 347378, + "TP": 475, + "n_pred": 489, + "n_ref": 3072 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 552, + "FP": 0, + "IoU": 0.0, + "TN": 349912, + "TP": 0, + "n_pred": 0, + "n_ref": 552 + }, + "6": { + "Dice": 0.9651166933903439, + "FN": 2547, + "FP": 2348, + "IoU": 0.9325850433824542, + "TN": 277854, + "TP": 67715, + "n_pred": 70063, + "n_ref": 70262 + }, + "7": { + "Dice": 0.697852003844056, + "FN": 11031, + "FP": 602, + "IoU": 0.5359237244185583, + "TN": 325397, + "TP": 13434, + "n_pred": 14036, + "n_ref": 24465 + }, + "8": { + "Dice": 0.9125048257466746, + "FN": 541, + "FP": 1952, + "IoU": 0.8390886206673982, + "TN": 334971, + "TP": 13000, + "n_pred": 14952, + "n_ref": 13541 + }, + "9": { + "Dice": 0.6774193548387096, + "FN": 631, + "FP": 889, + "IoU": 0.5121951219512195, + "TN": 347348, + "TP": 1596, + "n_pred": 2485, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8669211277544343, + "FN": 2335, + "FP": 1814, + "IoU": 0.7651021910207779, + "TN": 683265, + "TP": 13514, + "n_pred": 15328, + "n_ref": 15849 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 700837, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "11": { + "Dice": 0.47346938775510206, + "FN": 518, + "FP": 772, + "IoU": 0.31016042780748665, + "TN": 699058, + "TP": 580, + "n_pred": 1352, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5637141916364834, + "FN": 436, + "FP": 889, + "IoU": 0.39248051352590557, + "TN": 698747, + "TP": 856, + "n_pred": 1745, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 699, + "IoU": 0.0, + "TN": 700229, + "TP": 0, + "n_pred": 699, + "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": 0.8537860904303614, + "FN": 4668, + "FP": 3384, + "IoU": 0.7448750039605843, + "TN": 669367, + "TP": 23509, + "n_pred": 26893, + "n_ref": 28177 + }, + "3": { + "Dice": 0.9110003995401211, + "FN": 9737, + "FP": 1178, + "IoU": 0.8365479648986193, + "TN": 634150, + "TP": 55863, + "n_pred": 57041, + "n_ref": 65600 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7279779524344187, + "FN": 1451, + "FP": 1214, + "IoU": 0.5722997913657519, + "TN": 694697, + "TP": 3566, + "n_pred": 4780, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9387607585590888, + "FN": 3506, + "FP": 8355, + "IoU": 0.8845891877164986, + "TN": 598156, + "TP": 90911, + "n_pred": 99266, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8592940125111707, + "FN": 5222, + "FP": 1076, + "IoU": 0.7533001684358964, + "TN": 675399, + "TP": 19231, + "n_pred": 20307, + "n_ref": 24453 + }, + "8": { + "Dice": 0.8805948217591912, + "FN": 329, + "FP": 3734, + "IoU": 0.7866631661853505, + "TN": 681883, + "TP": 14982, + "n_pred": 18716, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9293184393718633, + "FN": 888, + "FP": 1295, + "IoU": 0.8679690335067134, + "TN": 684394, + "TP": 14351, + "n_pred": 15646, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8424059870198428, + "FN": 2419, + "FP": 2656, + "IoU": 0.7277214442834916, + "TN": 331825, + "TP": 13564, + "n_pred": 16220, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43029259896729777, + "FN": 323, + "FP": 8, + "IoU": 0.2741228070175439, + "TN": 350008, + "TP": 125, + "n_pred": 133, + "n_ref": 448 + }, + "13": { + "Dice": 0.7396956246036779, + "FN": 6383, + "FP": 3469, + "IoU": 0.5869182389937107, + "TN": 326614, + "TP": 13998, + "n_pred": 17467, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.008325624421831638, + "FN": 4, + "FP": 2140, + "IoU": 0.0041802136553646075, + "TN": 348311, + "TP": 9, + "n_pred": 2149, + "n_ref": 13 + }, + "5": { + "Dice": 0.8464715388759203, + "FN": 1072, + "FP": 638, + "IoU": 0.7338107098381071, + "TN": 344040, + "TP": 4714, + "n_pred": 5352, + "n_ref": 5786 + }, + "6": { + "Dice": 0.9217805748291706, + "FN": 567, + "FP": 5374, + "IoU": 0.8549100056170171, + "TN": 309517, + "TP": 35006, + "n_pred": 40380, + "n_ref": 35573 + }, + "7": { + "Dice": 0.8937385494126522, + "FN": 2238, + "FP": 1706, + "IoU": 0.8078908913784705, + "TN": 329934, + "TP": 16586, + "n_pred": 18292, + "n_ref": 18824 + }, + "8": { + "Dice": 0.9048047930453851, + "FN": 1554, + "FP": 3308, + "IoU": 0.826158466819222, + "TN": 322496, + "TP": 23106, + "n_pred": 26414, + "n_ref": 24660 + }, + "9": { + "Dice": 0.7668836347732126, + "FN": 6738, + "FP": 2323, + "IoU": 0.6219069476319633, + "TN": 326499, + "TP": 14904, + "n_pred": 17227, + "n_ref": 21642 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 350278, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 63, + "FP": 44, + "IoU": 0.0, + "TN": 350357, + "TP": 0, + "n_pred": 44, + "n_ref": 63 + }, + "11": { + "Dice": 0.5370131545009028, + "FN": 1138, + "FP": 657, + "IoU": 0.3670662905500705, + "TN": 347628, + "TP": 1041, + "n_pred": 1698, + "n_ref": 2179 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 349714, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "13": { + "Dice": 0.6064963409937091, + "FN": 2825, + "FP": 240, + "IoU": 0.4352312511516492, + "TN": 345037, + "TP": 2362, + "n_pred": 2602, + "n_ref": 5187 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.940743059401411, + "FN": 1931, + "FP": 530, + "IoU": 0.8881160210947445, + "TN": 328468, + "TP": 19535, + "n_pred": 20065, + "n_ref": 21466 + }, + "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": 370, + "IoU": 0.0, + "TN": 350094, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9440958690568979, + "FN": 2867, + "FP": 2871, + "IoU": 0.8941113510121981, + "TN": 296275, + "TP": 48451, + "n_pred": 51322, + "n_ref": 51318 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9318852239206221, + "FN": 141, + "FP": 367, + "IoU": 0.8724579462716545, + "TN": 346481, + "TP": 3475, + "n_pred": 3842, + "n_ref": 3616 + }, + "9": { + "Dice": 0.8891563502980284, + "FN": 2161, + "FP": 1707, + "IoU": 0.800433391806831, + "TN": 331082, + "TP": 15514, + "n_pred": 17221, + "n_ref": 17675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7639356528245417, + "FN": 1457, + "FP": 1067, + "IoU": 0.6180387409200968, + "TN": 343856, + "TP": 4084, + "n_pred": 5151, + "n_ref": 5541 + }, + "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": 0.9148158560584763, + "FN": 24, + "FP": 279, + "IoU": 0.8430051813471503, + "TN": 348534, + "TP": 1627, + "n_pred": 1906, + "n_ref": 1651 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8797125793206421, + "FN": 6417, + "FP": 1317, + "IoU": 0.785256143273636, + "TN": 314449, + "TP": 28281, + "n_pred": 29598, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681728272066469, + "FN": 2457, + "FP": 4124, + "IoU": 0.938309101305811, + "TN": 243787, + "TP": 100096, + "n_pred": 104220, + "n_ref": 102553 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5175, + "IoU": 0.0, + "TN": 345289, + "TP": 0, + "n_pred": 5175, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6053143227478938, + "FN": 122, + "FP": 487, + "IoU": 0.4340148698884758, + "TN": 349388, + "TP": 467, + "n_pred": 954, + "n_ref": 589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8629737609329446, + "FN": 157, + "FP": 595, + "IoU": 0.7589743589743589, + "TN": 522576, + "TP": 2368, + "n_pred": 2963, + "n_ref": 2525 + }, + "10": { + "Dice": 0.8912082681716189, + "FN": 2374, + "FP": 826, + "IoU": 0.8037652541853192, + "TN": 509389, + "TP": 13107, + "n_pred": 13933, + "n_ref": 15481 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6985925790531895, + "FN": 733, + "FP": 916, + "IoU": 0.5367977528089888, + "TN": 522136, + "TP": 1911, + "n_pred": 2827, + "n_ref": 2644 + }, + "13": { + "Dice": 0.8332502492522432, + "FN": 102, + "FP": 1236, + "IoU": 0.7141636402478103, + "TN": 521015, + "TP": 3343, + "n_pred": 4579, + "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": 0.960964440913976, + "FN": 989, + "FP": 3188, + "IoU": 0.9248619380835027, + "TN": 470105, + "TP": 51414, + "n_pred": 54602, + "n_ref": 52403 + }, + "3": { + "Dice": 0.9565239156008309, + "FN": 740, + "FP": 997, + "IoU": 0.9166706644279203, + "TN": 504851, + "TP": 19108, + "n_pred": 20105, + "n_ref": 19848 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 575, + "IoU": 0.0, + "TN": 525121, + "TP": 0, + "n_pred": 575, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958930321922911, + "FN": 1946, + "FP": 3291, + "IoU": 0.9211010003615765, + "TN": 459320, + "TP": 61139, + "n_pred": 64430, + "n_ref": 63085 + }, + "7": { + "Dice": 0.9755604034272345, + "FN": 827, + "FP": 2265, + "IoU": 0.9522868958706253, + "TN": 460892, + "TP": 61712, + "n_pred": 63977, + "n_ref": 62539 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834196761518632, + "FN": 1830, + "FP": 820, + "IoU": 0.9673801991654255, + "TN": 444457, + "TP": 78589, + "n_pred": 79409, + "n_ref": 80419 + }, + "10": { + "Dice": 0.4539912917271408, + "FN": 1025, + "FP": 856, + "IoU": 0.29365377393916636, + "TN": 523033, + "TP": 782, + "n_pred": 1638, + "n_ref": 1807 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7619047619047619, + "FN": 5, + "FP": 0, + "IoU": 0.6153846153846154, + "TN": 525683, + "TP": 8, + "n_pred": 8, + "n_ref": 13 + }, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9793243918373621, + "FN": 541, + "FP": 535, + "IoU": 0.9594864264467788, + "TN": 499137, + "TP": 25483, + "n_pred": 26018, + "n_ref": 26024 + }, + "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": 0.6542372881355932, + "FN": 50, + "FP": 562, + "IoU": 0.48614609571788414, + "TN": 524505, + "TP": 579, + "n_pred": 1141, + "n_ref": 629 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7891022715303866, + "FN": 1375, + "FP": 4632, + "IoU": 0.6516671498985213, + "TN": 683683, + "TP": 11238, + "n_pred": 15870, + "n_ref": 12613 + }, + "11": { + "Dice": 0.7416567342073898, + "FN": 1114, + "FP": 620, + "IoU": 0.5893914278948614, + "TN": 696705, + "TP": 2489, + "n_pred": 3109, + "n_ref": 3603 + }, + "12": { + "Dice": 0.78644382544104, + "FN": 202, + "FP": 718, + "IoU": 0.6480489671002295, + "TN": 698314, + "TP": 1694, + "n_pred": 2412, + "n_ref": 1896 + }, + "13": { + "Dice": 0.9073078989790435, + "FN": 105, + "FP": 585, + "IoU": 0.8303417752643226, + "TN": 696861, + "TP": 3377, + "n_pred": 3962, + "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": 0.9675888340723162, + "FN": 187, + "FP": 332, + "IoU": 0.9372126784418098, + "TN": 692662, + "TP": 7747, + "n_pred": 8079, + "n_ref": 7934 + }, + "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": 205, + "IoU": 0.0, + "TN": 700723, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "6": { + "Dice": 0.9511611457431267, + "FN": 3466, + "FP": 11310, + "IoU": 0.9068706235306723, + "TN": 542267, + "TP": 143885, + "n_pred": 155195, + "n_ref": 147351 + }, + "7": { + "Dice": 0.9757007016104322, + "FN": 3136, + "FP": 1543, + "IoU": 0.9525543004319699, + "TN": 602310, + "TP": 93939, + "n_pred": 95482, + "n_ref": 97075 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8321373904925258, + "FN": 13211, + "FP": 2252, + "IoU": 0.7125302100762223, + "TN": 647138, + "TP": 38327, + "n_pred": 40579, + "n_ref": 51538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.4485911083281152, + "FN": 25, + "FP": 4378, + "IoU": 0.28915079108814984, + "TN": 344270, + "TP": 1791, + "n_pred": 6169, + "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": 0.4853040721080195, + "FN": 9253, + "FP": 5194, + "IoU": 0.3203970270015994, + "TN": 329206, + "TP": 6811, + "n_pred": 12005, + "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": 0.8508044856167724, + "FN": 23, + "FP": 589, + "IoU": 0.7403478998727195, + "TN": 348107, + "TP": 1745, + "n_pred": 2334, + "n_ref": 1768 + }, + "5": { + "Dice": 0.6828268033687294, + "FN": 3186, + "FP": 1145, + "IoU": 0.5184032024908262, + "TN": 341471, + "TP": 4662, + "n_pred": 5807, + "n_ref": 7848 + }, + "6": { + "Dice": 0.7535293355782929, + "FN": 505, + "FP": 1398, + "IoU": 0.6045303408146301, + "TN": 345652, + "TP": 2909, + "n_pred": 4307, + "n_ref": 3414 + }, + "7": { + "Dice": 0.7632790112021305, + "FN": 11645, + "FP": 4711, + "IoU": 0.6171796372147454, + "TN": 307739, + "TP": 26369, + "n_pred": 31080, + "n_ref": 38014 + }, + "8": { + "Dice": 0.9653046751404725, + "FN": 424, + "FP": 848, + "IoU": 0.9329361522644594, + "TN": 331497, + "TP": 17695, + "n_pred": 18543, + "n_ref": 18119 + }, + "9": { + "Dice": 0.8973256924546322, + "FN": 1860, + "FP": 2010, + "IoU": 0.8137721957557384, + "TN": 329683, + "TP": 16911, + "n_pred": 18921, + "n_ref": 18771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.858229138955396, + "FN": 1159, + "FP": 11631, + "IoU": 0.75166495155622, + "TN": 474193, + "TP": 38713, + "n_pred": 50344, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7782878922407259, + "FN": 10779, + "FP": 9697, + "IoU": 0.6370468846937871, + "TN": 469281, + "TP": 35939, + "n_pred": 45636, + "n_ref": 46718 + }, + "2": { + "Dice": 0.41025641025641024, + "FN": 12, + "FP": 1460, + "IoU": 0.25806451612903225, + "TN": 523712, + "TP": 512, + "n_pred": 1972, + "n_ref": 524 + }, + "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": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770894708866006, + "FN": 646, + "FP": 1897, + "IoU": 0.9552052140214903, + "TN": 644158, + "TP": 54227, + "n_pred": 56124, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8435217805464414, + "FN": 7769, + "FP": 2580, + "IoU": 0.7293883848024475, + "TN": 662685, + "TP": 27894, + "n_pred": 30474, + "n_ref": 35663 + }, + "11": { + "Dice": 0.8670886075949367, + "FN": 15, + "FP": 27, + "IoU": 0.7653631284916201, + "TN": 700749, + "TP": 137, + "n_pred": 164, + "n_ref": 152 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3322942643391521, + "FN": 1123, + "FP": 1019, + "IoU": 0.19925233644859813, + "TN": 698253, + "TP": 533, + "n_pred": 1552, + "n_ref": 1656 + }, + "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": 0.9643670754999195, + "FN": 3467, + "FP": 2727, + "IoU": 0.9311861883547566, + "TN": 610917, + "TP": 83817, + "n_pred": 86544, + "n_ref": 87284 + }, + "3": { + "Dice": 0.9737009882052917, + "FN": 548, + "FP": 442, + "IoU": 0.9487498058704767, + "TN": 681611, + "TP": 18327, + "n_pred": 18769, + "n_ref": 18875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 700851, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "5": { + "Dice": 0.8323710546574288, + "FN": 1505, + "FP": 237, + "IoU": 0.7128729190703808, + "TN": 694861, + "TP": 4325, + "n_pred": 4562, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9390639019040973, + "FN": 2309, + "FP": 2581, + "IoU": 0.8851276750687119, + "TN": 658359, + "TP": 37679, + "n_pred": 40260, + "n_ref": 39988 + }, + "7": { + "Dice": 0.934005557426743, + "FN": 9632, + "FP": 2908, + "IoU": 0.8761823890677146, + "TN": 599650, + "TP": 88738, + "n_pred": 91646, + "n_ref": 98370 + }, + "8": { + "Dice": 0.9527906463710567, + "FN": 260, + "FP": 596, + "IoU": 0.9098377922898673, + "TN": 691434, + "TP": 8638, + "n_pred": 9234, + "n_ref": 8898 + }, + "9": { + "Dice": 0.8075752451809266, + "FN": 51, + "FP": 518, + "IoU": 0.6772546795235395, + "TN": 699165, + "TP": 1194, + "n_pred": 1712, + "n_ref": 1245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620370124525396, + "FN": 4688, + "FP": 2461, + "IoU": 0.9268509802316539, + "TN": 252732, + "TP": 90583, + "n_pred": 93044, + "n_ref": 95271 + }, + "10": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8333333333333334, + "FN": 0, + "FP": 2, + "IoU": 0.7142857142857143, + "TN": 350457, + "TP": 5, + "n_pred": 7, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5013257910553297, + "FN": 2696, + "FP": 125, + "IoU": 0.3345128568058504, + "TN": 346225, + "TP": 1418, + "n_pred": 1543, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 350388, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "7": { + "Dice": 0.9068924773532887, + "FN": 1862, + "FP": 502, + "IoU": 0.8296461771276212, + "TN": 336587, + "TP": 11513, + "n_pred": 12015, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9506538796861378, + "FN": 166, + "FP": 2098, + "IoU": 0.9059488202060485, + "TN": 326392, + "TP": 21808, + "n_pred": 23906, + "n_ref": 21974 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0371.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": 442, + "IoU": 0.0, + "TN": 350022, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "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": 0.6657082324455206, + "FN": 2473, + "FP": 1945, + "IoU": 0.4989225360099807, + "TN": 341647, + "TP": 4399, + "n_pred": 6344, + "n_ref": 6872 + }, + "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": 0.9603724266880355, + "FN": 215, + "FP": 1862, + "IoU": 0.9237658285924023, + "TN": 323219, + "TP": 25168, + "n_pred": 27030, + "n_ref": 25383 + }, + "9": { + "Dice": 0.9010423717341275, + "FN": 116, + "FP": 1346, + "IoU": 0.8199063808819906, + "TN": 342346, + "TP": 6656, + "n_pred": 8002, + "n_ref": 6772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8659760828700556, + "FN": 4559, + "FP": 2143, + "IoU": 0.7636312336883685, + "TN": 497342, + "TP": 21652, + "n_pred": 23795, + "n_ref": 26211 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 2428, + "IoU": 0.0, + "TN": 523268, + "TP": 0, + "n_pred": 2428, + "n_ref": 0 + }, + "14": { + "Dice": 0.9477011109228265, + "FN": 13271, + "FP": 0, + "IoU": 0.9006006950686081, + "TN": 392184, + "TP": 120241, + "n_pred": 120241, + "n_ref": 133512 + }, + "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": 0.8822247701183553, + "FN": 2376, + "FP": 23407, + "IoU": 0.7892684920310584, + "TN": 403346, + "TP": 96567, + "n_pred": 119974, + "n_ref": 98943 + }, + "7": { + "Dice": 0.7501995597590769, + "FN": 6824, + "FP": 3503, + "IoU": 0.6002554772780058, + "TN": 499862, + "TP": 15507, + "n_pred": 19010, + "n_ref": 22331 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5540524466683423, + "FN": 1347.291111111111, + "FP": 1147.6044444444444, + "IoU": 0.48003072477107156, + "TN": 458809.64666666667, + "TP": 5980.791111111111, + "n_pred": 7128.395555555555, + "n_ref": 7328.0822222222205 + }, + "mean": { + "1": { + "Dice": 0.6880856796699526, + "FN": 522.7, + "FP": 406.1333333333333, + "IoU": 0.6203463376223006, + "TN": 460387.36666666664, + "TP": 5969.133333333333, + "n_pred": 6375.266666666666, + "n_ref": 6491.833333333333 + }, + "10": { + "Dice": 0.5092678542502368, + "FN": 1079.9666666666667, + "FP": 821.5333333333333, + "IoU": 0.43817111516138635, + "TN": 462232.8, + "TP": 3151.0333333333333, + "n_pred": 3972.5666666666666, + "n_ref": 4231.0 + }, + "11": { + "Dice": 0.45349272004477237, + "FN": 84.4, + "FP": 72.7, + "IoU": 0.3653129678641783, + "TN": 466886.6666666667, + "TP": 241.56666666666666, + "n_pred": 314.26666666666665, + "n_ref": 325.96666666666664 + }, + "12": { + "Dice": 0.42292211181162986, + "FN": 80.8, + "FP": 126.86666666666666, + "IoU": 0.3372170514936349, + "TN": 466801.4, + "TP": 276.26666666666665, + "n_pred": 403.1333333333333, + "n_ref": 357.06666666666666 + }, + "13": { + "Dice": 0.39759625122116043, + "FN": 1054.1666666666667, + "FP": 560.5666666666667, + "IoU": 0.3217789008677195, + "TN": 463973.2, + "TP": 1697.4, + "n_pred": 2257.9666666666667, + "n_ref": 2751.5666666666666 + }, + "14": { + "Dice": 0.4685006310132566, + "FN": 2528.2, + "FP": 347.43333333333334, + "IoU": 0.400332048592493, + "TN": 463259.5, + "TP": 1150.2, + "n_pred": 1497.6333333333334, + "n_ref": 3678.4 + }, + "15": { + "Dice": 0.5501690539450952, + "FN": 1283.5, + "FP": 606.6, + "IoU": 0.461580240220145, + "TN": 462927.5333333333, + "TP": 2467.7, + "n_pred": 3074.3, + "n_ref": 3751.2 + }, + "2": { + "Dice": 0.409467926566818, + "FN": 144.96666666666667, + "FP": 2174.2, + "IoU": 0.3922219552915837, + "TN": 460398.9666666667, + "TP": 4567.2, + "n_pred": 6741.4, + "n_ref": 4712.166666666667 + }, + "3": { + "Dice": 0.6004248120315961, + "FN": 3179.2, + "FP": 548.3333333333334, + "IoU": 0.5494551221127194, + "TN": 452216.9, + "TP": 11340.9, + "n_pred": 11889.233333333334, + "n_ref": 14520.1 + }, + "4": { + "Dice": 0.5109364548473729, + "FN": 993.4, + "FP": 757.5666666666667, + "IoU": 0.39638166212317494, + "TN": 462634.0333333333, + "TP": 2900.3333333333335, + "n_pred": 3657.9, + "n_ref": 3893.733333333333 + }, + "5": { + "Dice": 0.28895322437801996, + "FN": 341.9, + "FP": 73.2, + "IoU": 0.22982475723128384, + "TN": 466517.6666666667, + "TP": 352.56666666666666, + "n_pred": 425.76666666666665, + "n_ref": 694.4666666666667 + }, + "6": { + "Dice": 0.782154247833742, + "FN": 3393.6, + "FP": 5783.0, + "IoU": 0.727271343278932, + "TN": 423252.5333333333, + "TP": 34856.2, + "n_pred": 40639.2, + "n_ref": 38249.8 + }, + "7": { + "Dice": 0.5792280651716654, + "FN": 4596.366666666667, + "FP": 4138.5, + "IoU": 0.4902030597515367, + "TN": 444417.8, + "TP": 14132.666666666666, + "n_pred": 18271.166666666668, + "n_ref": 18729.033333333333 + }, + "8": { + "Dice": 0.8245888248470822, + "FN": 456.93333333333334, + "FP": 187.86666666666667, + "IoU": 0.7557918852871602, + "TN": 463290.9, + "TP": 3349.633333333333, + "n_pred": 3537.5, + "n_ref": 3806.5666666666666 + }, + "9": { + "Dice": 0.8249988423927339, + "FN": 469.26666666666665, + "FP": 609.5666666666667, + "IoU": 0.7145724246678242, + "TN": 462947.43333333335, + "TP": 3259.0666666666666, + "n_pred": 3868.633333333333, + "n_ref": 3728.3333333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9281188253730326, + "FN": 273, + "FP": 782, + "IoU": 0.8658784642766336, + "TN": 342598, + "TP": 6811, + "n_pred": 7593, + "n_ref": 7084 + }, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "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": 13653, + "IoU": 0.0, + "TN": 336811, + "TP": 0, + "n_pred": 13653, + "n_ref": 0 + }, + "3": { + "Dice": 0.840011606377981, + "FN": 21194, + "FP": 1964, + "IoU": 0.724155182066156, + "TN": 266511, + "TP": 60795, + "n_pred": 62759, + "n_ref": 81989 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 350350, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 25987, + "FP": 222, + "IoU": 0.0, + "TN": 324255, + "TP": 0, + "n_pred": 222, + "n_ref": 25987 + }, + "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": 28273, + "IoU": 0.0, + "TN": 322191, + "TP": 0, + "n_pred": 28273, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636252081689894, + "FN": 686, + "FP": 144, + "IoU": 0.9298037889039242, + "TN": 513872, + "TP": 10994, + "n_pred": 11138, + "n_ref": 11680 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 525619, + "TP": 0, + "n_pred": 77, + "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": 0.8044859813084112, + "FN": 318, + "FP": 728, + "IoU": 0.6729205753595997, + "TN": 522498, + "TP": 2152, + "n_pred": 2880, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 16292, + "IoU": 0.0, + "TN": 509404, + "TP": 0, + "n_pred": 16292, + "n_ref": 0 + }, + "3": { + "Dice": 0.8519793837043536, + "FN": 17127, + "FP": 3120, + "IoU": 0.7421289928167507, + "TN": 447180, + "TP": 58269, + "n_pred": 61389, + "n_ref": 75396 + }, + "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": 2271, + "IoU": 0.0, + "TN": 523425, + "TP": 0, + "n_pred": 2271, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 2027, + "IoU": 0.0, + "TN": 348437, + "TP": 0, + "n_pred": 2027, + "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": 140, + "IoU": 0.0, + "TN": 350324, + "TP": 0, + "n_pred": 140, + "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": 239, + "IoU": 0.0, + "TN": 350225, + "TP": 0, + "n_pred": 239, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 12371, + "IoU": 0.0, + "TN": 513325, + "TP": 0, + "n_pred": 12371, + "n_ref": 0 + }, + "2": { + "Dice": 0.9451228720137721, + "FN": 1068, + "FP": 4383, + "IoU": 0.8959554121891165, + "TN": 473305, + "TP": 46940, + "n_pred": 51323, + "n_ref": 48008 + }, + "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": 0.8263748920241866, + "FN": 724, + "FP": 4703, + "IoU": 0.7041216879293425, + "TN": 507354, + "TP": 12915, + "n_pred": 17618, + "n_ref": 13639 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346009353676301, + "FN": 729, + "FP": 977, + "IoU": 0.877230857800806, + "TN": 336568, + "TP": 12190, + "n_pred": 13167, + "n_ref": 12919 + }, + "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": 0.669214936783299, + "FN": 707, + "FP": 418, + "IoU": 0.5028722934158197, + "TN": 348201, + "TP": 1138, + "n_pred": 1556, + "n_ref": 1845 + }, + "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": 0.956225343222345, + "FN": 713, + "FP": 674, + "IoU": 0.9161223996129656, + "TN": 333928, + "TP": 15149, + "n_pred": 15823, + "n_ref": 15862 + }, + "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": 0.9619701478548164, + "FN": 1137, + "FP": 486, + "IoU": 0.926726862302483, + "TN": 328314, + "TP": 20527, + "n_pred": 21013, + "n_ref": 21664 + }, + "8": { + "Dice": 0.8395594903908443, + "FN": 696, + "FP": 47, + "IoU": 0.7234834387793078, + "TN": 347777, + "TP": 1944, + "n_pred": 1991, + "n_ref": 2640 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0078.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": 0.8032220943613348, + "FN": 168, + "FP": 174, + "IoU": 0.6711538461538461, + "TN": 349424, + "TP": 698, + "n_pred": 872, + "n_ref": 866 + }, + "9": { + "Dice": 0.8234598906780913, + "FN": 688, + "FP": 507, + "IoU": 0.6998995479658463, + "TN": 346482, + "TP": 2787, + "n_pred": 3294, + "n_ref": 3475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5682811016144349, + "FN": 2201, + "FP": 72, + "IoU": 0.3969222605465641, + "TN": 697159, + "TP": 1496, + "n_pred": 1568, + "n_ref": 3697 + }, + "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": 0.5408805031446541, + "FN": 118, + "FP": 612, + "IoU": 0.3706896551724138, + "TN": 699768, + "TP": 430, + "n_pred": 1042, + "n_ref": 548 + }, + "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": 0.716476576016663, + "FN": 16094, + "FP": 785, + "IoU": 0.5582107522378684, + "TN": 662722, + "TP": 21327, + "n_pred": 22112, + "n_ref": 37421 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.7764753492136588, + "FN": 26782, + "FP": 5254, + "IoU": 0.6346217452297586, + "TN": 613249, + "TP": 55643, + "n_pred": 60897, + "n_ref": 82425 + }, + "7": { + "Dice": 0.7250356288409825, + "FN": 2642, + "FP": 39997, + "IoU": 0.5686712862273026, + "TN": 602073, + "TP": 56216, + "n_pred": 96213, + "n_ref": 58858 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0153.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": 0.4380849532037437, + "FN": 5697, + "FP": 547, + "IoU": 0.2804793731274487, + "TN": 517018, + "TP": 2434, + "n_pred": 2981, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9230551085083907, + "FN": 2880, + "FP": 7973, + "IoU": 0.8571052389040302, + "TN": 449745, + "TP": 65098, + "n_pred": 73071, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 525478, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.17737974866387404, + "FN": 5536, + "FP": 159, + "IoU": 0.09732128705024568, + "TN": 519387, + "TP": 614, + "n_pred": 773, + "n_ref": 6150 + }, + "6": { + "Dice": 0.9674532356251052, + "FN": 1938, + "FP": 1735, + "IoU": 0.9369582754063471, + "TN": 467433, + "TP": 54590, + "n_pred": 56325, + "n_ref": 56528 + }, + "7": { + "Dice": 0.010256410256410256, + "FN": 0, + "FP": 3088, + "IoU": 0.005154639175257732, + "TN": 522592, + "TP": 16, + "n_pred": 3104, + "n_ref": 16 + }, + "8": { + "Dice": 0.9042253521126761, + "FN": 170, + "FP": 34, + "IoU": 0.8251928020565553, + "TN": 524529, + "TP": 963, + "n_pred": 997, + "n_ref": 1133 + }, + "9": { + "Dice": 0.8640517049253399, + "FN": 2345, + "FP": 3755, + "IoU": 0.7606435157936041, + "TN": 500211, + "TP": 19385, + "n_pred": 23140, + "n_ref": 21730 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.014032496307237814, + "FN": 2670, + "FP": 0, + "IoU": 0.007065823726292302, + "TN": 523007, + "TP": 19, + "n_pred": 19, + "n_ref": 2689 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 525615, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7168185239986502, + "FN": 939, + "FP": 9970, + "IoU": 0.5586259912607218, + "TN": 500980, + "TP": 13807, + "n_pred": 23777, + "n_ref": 14746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9010654820736171, + "FN": 16647, + "FP": 19789, + "IoU": 0.8199446530934967, + "TN": 323336, + "TP": 165924, + "n_pred": 185713, + "n_ref": 182571 + }, + "7": { + "Dice": 0.6424035987337788, + "FN": 15968, + "FP": 3349, + "IoU": 0.4731918839314934, + "TN": 489028, + "TP": 17351, + "n_pred": 20700, + "n_ref": 33319 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0173.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": 1597, + "IoU": 0.0, + "TN": 348867, + "TP": 0, + "n_pred": 1597, + "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": 195, + "FP": 12, + "IoU": 0.0, + "TN": 350257, + "TP": 0, + "n_pred": 12, + "n_ref": 195 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8955204515229167, + "FN": 9570, + "FP": 93, + "IoU": 0.8108076358296623, + "TN": 299389, + "TP": 41412, + "n_pred": 41505, + "n_ref": 50982 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9745663622747258, + "FN": 852, + "FP": 4412, + "IoU": 0.9503943760189225, + "TN": 244347, + "TP": 100853, + "n_pred": 105265, + "n_ref": 101705 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7388, + "IoU": 0.0, + "TN": 343076, + "TP": 0, + "n_pred": 7388, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6681594824905144, + "FN": 9757, + "FP": 913, + "IoU": 0.5016813002054923, + "TN": 504284, + "TP": 10742, + "n_pred": 11655, + "n_ref": 20499 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1872318950290184, + "FN": 3221, + "FP": 0, + "IoU": 0.10328507795100222, + "TN": 522104, + "TP": 371, + "n_pred": 371, + "n_ref": 3592 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9444968093520113, + "FN": 1171, + "FP": 3952, + "IoU": 0.894830842502874, + "TN": 476984, + "TP": 43589, + "n_pred": 47541, + "n_ref": 44760 + }, + "7": { + "Dice": 0.8105489128479426, + "FN": 2582, + "FP": 13215, + "IoU": 0.6814478725549505, + "TN": 476106, + "TP": 33793, + "n_pred": 47008, + "n_ref": 36375 + }, + "8": { + "Dice": 0.7793138760880697, + "FN": 4, + "FP": 427, + "IoU": 0.6384228187919463, + "TN": 524504, + "TP": 761, + "n_pred": 1188, + "n_ref": 765 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.002656914695126502, + "FN": 66815, + "FP": 2, + "IoU": 0.001330224494066302, + "TN": 458790, + "TP": 89, + "n_pred": 91, + "n_ref": 66904 + }, + "15": { + "Dice": 0.12706627937681542, + "FN": 14540, + "FP": 1989, + "IoU": 0.06784344687570494, + "TN": 507964, + "TP": 1203, + "n_pred": 3192, + "n_ref": 15743 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9176328866134619, + "FN": 192, + "FP": 902, + "IoU": 0.8478018920422927, + "TN": 518508, + "TP": 6094, + "n_pred": 6996, + "n_ref": 6286 + }, + "11": { + "Dice": 0.7043745727956254, + "FN": 1221, + "FP": 509, + "IoU": 0.5436560274333949, + "TN": 521905, + "TP": 2061, + "n_pred": 2570, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 525621, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "13": { + "Dice": 0.8833358883949103, + "FN": 227, + "FP": 534, + "IoU": 0.7910488742449203, + "TN": 522054, + "TP": 2881, + "n_pred": 3415, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9715111478117259, + "FN": 21, + "FP": 255, + "IoU": 0.9446005620232838, + "TN": 520714, + "TP": 4706, + "n_pred": 4961, + "n_ref": 4727 + }, + "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": 0.9378893415691943, + "FN": 3660, + "FP": 1066, + "IoU": 0.8830429617897446, + "TN": 485288, + "TP": 35682, + "n_pred": 36748, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9713044472390534, + "FN": 81, + "FP": 170, + "IoU": 0.9442098244054234, + "TN": 521197, + "TP": 4248, + "n_pred": 4418, + "n_ref": 4329 + }, + "9": { + "Dice": 0.7523980122500866, + "FN": 3962, + "FP": 4608, + "IoU": 0.6030753554721875, + "TN": 504105, + "TP": 13021, + "n_pred": 17629, + "n_ref": 16983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8850483848984598, + "FN": 596, + "FP": 3621, + "IoU": 0.7937998141900151, + "TN": 505245, + "TP": 16234, + "n_pred": 19855, + "n_ref": 16830 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 525565, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7281776416539051, + "FN": 1163, + "FP": 257, + "IoU": 0.5725466586393738, + "TN": 522374, + "TP": 1902, + "n_pred": 2159, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7721959954419665, + "FN": 3386, + "FP": 3611, + "IoU": 0.6289244802715316, + "TN": 506840, + "TP": 11859, + "n_pred": 15470, + "n_ref": 15245 + }, + "15": { + "Dice": 0.8849535786216044, + "FN": 3406, + "FP": 1278, + "IoU": 0.7936472972377637, + "TN": 502997, + "TP": 18015, + "n_pred": 19293, + "n_ref": 21421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9738346815630682, + "FN": 411, + "FP": 582, + "IoU": 0.9490036976170912, + "TN": 506224, + "TP": 18479, + "n_pred": 19061, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.948333951283994, + "FN": 1428, + "FP": 1777, + "IoU": 0.901744382108587, + "TN": 493077, + "TP": 29414, + "n_pred": 31191, + "n_ref": 30842 + }, + "8": { + "Dice": 0.964760147601476, + "FN": 256, + "FP": 126, + "IoU": 0.9319194439493851, + "TN": 520085, + "TP": 5229, + "n_pred": 5355, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7921390778533636, + "FN": 6, + "FP": 544, + "IoU": 0.655819774718398, + "TN": 524098, + "TP": 1048, + "n_pred": 1592, + "n_ref": 1054 + }, + "10": { + "Dice": 0.7714725743395332, + "FN": 1816, + "FP": 113, + "IoU": 0.6279652844744456, + "TN": 520511, + "TP": 3256, + "n_pred": 3369, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3992248062015504, + "FN": 42, + "FP": 578, + "IoU": 0.24939467312348668, + "TN": 524870, + "TP": 206, + "n_pred": 784, + "n_ref": 248 + }, + "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": 692, + "IoU": 0.0, + "TN": 525004, + "TP": 0, + "n_pred": 692, + "n_ref": 0 + }, + "3": { + "Dice": 0.9413845493661784, + "FN": 4990, + "FP": 5118, + "IoU": 0.8892601641158233, + "TN": 434419, + "TP": 81169, + "n_pred": 86287, + "n_ref": 86159 + }, + "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": 70, + "IoU": 0.0, + "TN": 525626, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "7": { + "Dice": 0.23881049916552874, + "FN": 4975, + "FP": 42, + "IoU": 0.1355961405926947, + "TN": 519892, + "TP": 787, + "n_pred": 829, + "n_ref": 5762 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820122764878569, + "FN": 1305, + "FP": 43, + "IoU": 0.9646602348993288, + "TN": 662784, + "TP": 36796, + "n_pred": 36839, + "n_ref": 38101 + }, + "10": { + "Dice": 0.8920331048319678, + "FN": 4775, + "FP": 391, + "IoU": 0.8051080846568831, + "TN": 674421, + "TP": 21341, + "n_pred": 21732, + "n_ref": 26116 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8247422680412371, + "FN": 67, + "FP": 1, + "IoU": 0.7017543859649122, + "TN": 700700, + "TP": 160, + "n_pred": 161, + "n_ref": 227 + }, + "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": 1797, + "IoU": 0.0, + "TN": 699131, + "TP": 0, + "n_pred": 1797, + "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": 29, + "IoU": 0.0, + "TN": 700899, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 700298, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 362, + "FP": 0, + "IoU": 0.0, + "TN": 700566, + "TP": 0, + "n_pred": 0, + "n_ref": 362 + }, + "6": { + "Dice": 0.1788108964049781, + "FN": 11384, + "FP": 54996, + "IoU": 0.09818359666879509, + "TN": 627321, + "TP": 7227, + "n_pred": 62223, + "n_ref": 18611 + }, + "7": { + "Dice": 0.65597630751496, + "FN": 69774, + "FP": 3641, + "IoU": 0.4880690059131987, + "TN": 557520, + "TP": 69993, + "n_pred": 73634, + "n_ref": 139767 + }, + "8": { + "Dice": 0.9651042742102003, + "FN": 169, + "FP": 0, + "IoU": 0.9325618515562649, + "TN": 698422, + "TP": 2337, + "n_pred": 2337, + "n_ref": 2506 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587149406836498, + "FN": 224, + "FP": 3531, + "IoU": 0.9207036364404274, + "TN": 303110, + "TP": 43599, + "n_pred": 47130, + "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": 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": 4258, + "IoU": 0.0, + "TN": 346206, + "TP": 0, + "n_pred": 4258, + "n_ref": 0 + }, + "3": { + "Dice": 0.8310169653982555, + "FN": 4844, + "FP": 445, + "IoU": 0.7108888160052477, + "TN": 332170, + "TP": 13005, + "n_pred": 13450, + "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": 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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8163853437628654, + "FN": 540, + "FP": 352, + "IoU": 0.6897391304347826, + "TN": 347589, + "TP": 1983, + "n_pred": 2335, + "n_ref": 2523 + }, + "11": { + "Dice": 0.7761552997766706, + "FN": 592, + "FP": 711, + "IoU": 0.6341942728804043, + "TN": 346902, + "TP": 2259, + "n_pred": 2970, + "n_ref": 2851 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9074932290099308, + "FN": 1015, + "FP": 522, + "IoU": 0.8306522697223446, + "TN": 341388, + "TP": 7539, + "n_pred": 8061, + "n_ref": 8554 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9575707583646955, + "FN": 166, + "FP": 657, + "IoU": 0.918595450049456, + "TN": 340354, + "TP": 9287, + "n_pred": 9944, + "n_ref": 9453 + }, + "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": 0.9710451772576544, + "FN": 378, + "FP": 2617, + "IoU": 0.9437199338544798, + "TN": 297248, + "TP": 50221, + "n_pred": 52838, + "n_ref": 50599 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9010989010989011, + "FN": 45, + "FP": 81, + "IoU": 0.82, + "TN": 349764, + "TP": 574, + "n_pred": 655, + "n_ref": 619 + }, + "9": { + "Dice": 0.9515090264153935, + "FN": 1194, + "FP": 1253, + "IoU": 0.9075033075033075, + "TN": 324009, + "TP": 24008, + "n_pred": 25261, + "n_ref": 25202 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689854946203772, + "FN": 550, + "FP": 2298, + "IoU": 0.9398369174870084, + "TN": 303126, + "TP": 44490, + "n_pred": 46788, + "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": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 350165, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "14": { + "Dice": 0.9357317934443937, + "FN": 289, + "FP": 1258, + "IoU": 0.879225544538996, + "TN": 337655, + "TP": 11262, + "n_pred": 12520, + "n_ref": 11551 + }, + "15": { + "Dice": 0.9353192837902076, + "FN": 2842, + "FP": 1240, + "IoU": 0.8784974401714489, + "TN": 316868, + "TP": 29514, + "n_pred": 30754, + "n_ref": 32356 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8327722879791508, + "FN": 1878, + "FP": 4282, + "IoU": 0.7134617173690576, + "TN": 328966, + "TP": 15338, + "n_pred": 19620, + "n_ref": 17216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.049755066756315434, + "FN": 9838, + "FP": 55, + "IoU": 0.025512214342001575, + "TN": 340312, + "TP": 259, + "n_pred": 314, + "n_ref": 10097 + }, + "14": { + "Dice": 0.7535739561217268, + "FN": 3266, + "FP": 216, + "IoU": 0.6045877810583693, + "TN": 341658, + "TP": 5324, + "n_pred": 5540, + "n_ref": 8590 + }, + "15": { + "Dice": 0.6158660616491942, + "FN": 2453, + "FP": 2, + "IoU": 0.44494686864119376, + "TN": 346041, + "TP": 1968, + "n_pred": 1970, + "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": 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": 0.9587253281051107, + "FN": 2077, + "FP": 744, + "IoU": 0.92072279676259, + "TN": 314880, + "TP": 32763, + "n_pred": 33507, + "n_ref": 34840 + }, + "7": { + "Dice": 0.5306451164986531, + "FN": 4879, + "FP": 12022, + "IoU": 0.36114156114156115, + "TN": 324009, + "TP": 9554, + "n_pred": 21576, + "n_ref": 14433 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5968586387434555, + "FN": 6281, + "FP": 33, + "IoU": 0.4253731343283582, + "TN": 689940, + "TP": 4674, + "n_pred": 4707, + "n_ref": 10955 + }, + "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": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 700437, + "TP": 0, + "n_pred": 491, + "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": 3108, + "IoU": 0.0, + "TN": 697820, + "TP": 0, + "n_pred": 3108, + "n_ref": 0 + }, + "3": { + "Dice": 0.935932132345571, + "FN": 3828, + "FP": 3203, + "IoU": 0.8795793584188261, + "TN": 642541, + "TP": 51356, + "n_pred": 54559, + "n_ref": 55184 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6732599724896836, + "FN": 18082, + "FP": 29426, + "IoU": 0.5074543305617185, + "TN": 604474, + "TP": 48946, + "n_pred": 78372, + "n_ref": 67028 + }, + "7": { + "Dice": 0.6254449394434619, + "FN": 10022, + "FP": 6709, + "IoU": 0.45501628664495114, + "TN": 670228, + "TP": 13969, + "n_pred": 20678, + "n_ref": 23991 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 26, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8520682402430474, + "FN": 153, + "FP": 480, + "IoU": 0.7422638436482085, + "TN": 523240, + "TP": 1823, + "n_pred": 2303, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8370086289549377, + "FN": 4649, + "FP": 1811, + "IoU": 0.7197032151690025, + "TN": 502649, + "TP": 16587, + "n_pred": 18398, + "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": 0.96, + "FN": 0, + "FP": 1, + "IoU": 0.9230769230769231, + "TN": 525683, + "TP": 12, + "n_pred": 13, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7054616384915474, + "FN": 1416, + "FP": 4926, + "IoU": 0.544952285283777, + "TN": 511759, + "TP": 7595, + "n_pred": 12521, + "n_ref": 9011 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "6": { + "Dice": 0.9756396107153607, + "FN": 1013, + "FP": 3843, + "IoU": 0.9524378538267155, + "TN": 423598, + "TP": 97242, + "n_pred": 101085, + "n_ref": 98255 + }, + "7": { + "Dice": 0.8477828269327868, + "FN": 4762, + "FP": 363, + "IoU": 0.7357838841057895, + "TN": 506299, + "TP": 14272, + "n_pred": 14635, + "n_ref": 19034 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7869337276515661, + "FN": 649, + "FP": 936, + "IoU": 0.6487145390070922, + "TN": 345952, + "TP": 2927, + "n_pred": 3863, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4818470804751548, + "FN": 3090, + "FP": 7, + "IoU": 0.3173903460436412, + "TN": 345927, + "TP": 1440, + "n_pred": 1447, + "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": 0.9752910852368678, + "FN": 214, + "FP": 342, + "IoU": 0.9517737878393616, + "TN": 338935, + "TP": 10973, + "n_pred": 11315, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.7103825136612022, + "FN": 151, + "FP": 8, + "IoU": 0.5508474576271186, + "TN": 350110, + "TP": 195, + "n_pred": 203, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9573661258430618, + "FN": 3237, + "FP": 3059, + "IoU": 0.9182188969423012, + "TN": 273478, + "TP": 70690, + "n_pred": 73749, + "n_ref": 73927 + }, + "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": 0.8780388270273422, + "FN": 1770, + "FP": 2414, + "IoU": 0.7825928812678618, + "TN": 331219, + "TP": 15061, + "n_pred": 17475, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8891072891072891, + "FN": 595, + "FP": 82, + "IoU": 0.8003538779121203, + "TN": 522305, + "TP": 2714, + "n_pred": 2796, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9830374353251496, + "FN": 2171, + "FP": 1173, + "IoU": 0.9666407294347679, + "TN": 425454, + "TP": 96898, + "n_pred": 98071, + "n_ref": 99069 + }, + "7": { + "Dice": 0.970740778653564, + "FN": 1595, + "FP": 1835, + "IoU": 0.9431450877687347, + "TN": 465367, + "TP": 56899, + "n_pred": 58734, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8839165278108387, + "FN": 217, + "FP": 1246, + "IoU": 0.7919806625906441, + "TN": 518663, + "TP": 5570, + "n_pred": 6816, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6432889963724304, + "FN": 179, + "FP": 116, + "IoU": 0.4741532976827095, + "TN": 525135, + "TP": 266, + "n_pred": 382, + "n_ref": 445 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 238, + "IoU": 0.0, + "TN": 525458, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "14": { + "Dice": 0.8153457573895829, + "FN": 2090, + "FP": 615, + "IoU": 0.6882563097844877, + "TN": 517019, + "TP": 5972, + "n_pred": 6587, + "n_ref": 8062 + }, + "15": { + "Dice": 0.7378091202327494, + "FN": 15264, + "FP": 1318, + "IoU": 0.5845463883947586, + "TN": 485783, + "TP": 23331, + "n_pred": 24649, + "n_ref": 38595 + }, + "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": 0.73433075568644, + "FN": 10142, + "FP": 15659, + "IoU": 0.5801916724971119, + "TN": 464237, + "TP": 35658, + "n_pred": 51317, + "n_ref": 45800 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "10": { + "Dice": 0.07994486560992418, + "FN": 9717, + "FP": 8973, + "IoU": 0.0416367552045944, + "TN": 506194, + "TP": 812, + "n_pred": 9785, + "n_ref": 10529 + }, + "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": 0.0, + "FN": 1472, + "FP": 6489, + "IoU": 0.0, + "TN": 517735, + "TP": 0, + "n_pred": 6489, + "n_ref": 1472 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.897196261682243, + "FN": 3, + "FP": 140, + "IoU": 0.8135593220338984, + "TN": 524929, + "TP": 624, + "n_pred": 764, + "n_ref": 627 + }, + "4": { + "Dice": 0.4619826756496631, + "FN": 1088, + "FP": 30, + "IoU": 0.30037546933667086, + "TN": 524098, + "TP": 480, + "n_pred": 510, + "n_ref": 1568 + }, + "5": { + "Dice": 0.7184113475177305, + "FN": 3705, + "FP": 1258, + "IoU": 0.5605631308659466, + "TN": 514402, + "TP": 6331, + "n_pred": 7589, + "n_ref": 10036 + }, + "6": { + "Dice": 0.9456073763757715, + "FN": 9537, + "FP": 6485, + "IoU": 0.8968266233933493, + "TN": 370404, + "TP": 139270, + "n_pred": 145755, + "n_ref": 148807 + }, + "7": { + "Dice": 0.40692871419053966, + "FN": 2521, + "FP": 10832, + "IoU": 0.25543660086985615, + "TN": 507762, + "TP": 4581, + "n_pred": 15413, + "n_ref": 7102 + }, + "8": { + "Dice": 0.8394816043240587, + "FN": 10967, + "FP": 2100, + "IoU": 0.7233677703446524, + "TN": 478460, + "TP": 34169, + "n_pred": 36269, + "n_ref": 45136 + }, + "9": { + "Dice": 0.7755327084617131, + "FN": 3408, + "FP": 3513, + "IoU": 0.6333633522275786, + "TN": 506819, + "TP": 11956, + "n_pred": 15469, + "n_ref": 15364 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.819078947368421, + "FN": 103, + "FP": 7, + "IoU": 0.6935933147632312, + "TN": 525337, + "TP": 249, + "n_pred": 256, + "n_ref": 352 + }, + "10": { + "Dice": 0.9021811572250833, + "FN": 2661, + "FP": 3797, + "IoU": 0.8217941996191948, + "TN": 489457, + "TP": 29781, + "n_pred": 33578, + "n_ref": 32442 + }, + "11": { + "Dice": 0.0, + "FN": 70, + "FP": 0, + "IoU": 0.0, + "TN": 525626, + "TP": 0, + "n_pred": 0, + "n_ref": 70 + }, + "12": { + "Dice": 0.827639751552795, + "FN": 356, + "FP": 754, + "IoU": 0.7059602649006622, + "TN": 521921, + "TP": 2665, + "n_pred": 3419, + "n_ref": 3021 + }, + "13": { + "Dice": 0.833820542040331, + "FN": 1785, + "FP": 4923, + "IoU": 0.7150019118834176, + "TN": 502159, + "TP": 16829, + "n_pred": 21752, + "n_ref": 18614 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2924, + "IoU": 0.0, + "TN": 522772, + "TP": 0, + "n_pred": 2924, + "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": 304, + "IoU": 0.0, + "TN": 525392, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "3": { + "Dice": 0.9620650015675619, + "FN": 306, + "FP": 57, + "IoU": 0.9269029399919452, + "TN": 520730, + "TP": 4603, + "n_pred": 4660, + "n_ref": 4909 + }, + "4": { + "Dice": 0.3917857142857143, + "FN": 544, + "FP": 6268, + "IoU": 0.24361536753275595, + "TN": 516690, + "TP": 2194, + "n_pred": 8462, + "n_ref": 2738 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9378645033983776, + "FN": 1384, + "FP": 1450, + "IoU": 0.8829989265956568, + "TN": 501474, + "TP": 21388, + "n_pred": 22838, + "n_ref": 22772 + }, + "7": { + "Dice": 0.951222758276493, + "FN": 2455, + "FP": 477, + "IoU": 0.9069826464896418, + "TN": 494175, + "TP": 28589, + "n_pred": 29066, + "n_ref": 31044 + }, + "8": { + "Dice": 0.9594979688352634, + "FN": 587, + "FP": 749, + "IoU": 0.9221490589126508, + "TN": 508535, + "TP": 15825, + "n_pred": 16574, + "n_ref": 16412 + }, + "9": { + "Dice": 0.9139327825459213, + "FN": 479, + "FP": 594, + "IoU": 0.841506646971935, + "TN": 518926, + "TP": 5697, + "n_pred": 6291, + "n_ref": 6176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9097888675623801, + "FN": 57, + "FP": 37, + "IoU": 0.8345070422535211, + "TN": 349896, + "TP": 474, + "n_pred": 511, + "n_ref": 531 + }, + "10": { + "Dice": 0.901775147928994, + "FN": 55, + "FP": 28, + "IoU": 0.8211206896551724, + "TN": 350000, + "TP": 381, + "n_pred": 409, + "n_ref": 436 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7802217138835122, + "FN": 63, + "FP": 1186, + "IoU": 0.6396422388920946, + "TN": 346998, + "TP": 2217, + "n_pred": 3403, + "n_ref": 2280 + }, + "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": 13194, + "IoU": 0.0, + "TN": 337270, + "TP": 0, + "n_pred": 13194, + "n_ref": 0 + }, + "3": { + "Dice": 0.8167262552463859, + "FN": 15973, + "FP": 533, + "IoU": 0.6902259590120862, + "TN": 297180, + "TP": 36778, + "n_pred": 37311, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8379282500865152, + "FN": 646, + "FP": 759, + "IoU": 0.7210641254715108, + "TN": 345427, + "TP": 3632, + "n_pred": 4391, + "n_ref": 4278 + }, + "6": { + "Dice": 0.9512528107934468, + "FN": 771, + "FP": 443, + "IoU": 0.9070372922888429, + "TN": 337405, + "TP": 11845, + "n_pred": 12288, + "n_ref": 12616 + }, + "7": { + "Dice": 0.9449018920812894, + "FN": 3009, + "FP": 765, + "IoU": 0.8955583229555832, + "TN": 314329, + "TP": 32361, + "n_pred": 33126, + "n_ref": 35370 + }, + "8": { + "Dice": 0.9674977419031098, + "FN": 565, + "FP": 1702, + "IoU": 0.9370417684958898, + "TN": 314456, + "TP": 33741, + "n_pred": 35443, + "n_ref": 34306 + }, + "9": { + "Dice": 0.5821501014198783, + "FN": 15, + "FP": 397, + "IoU": 0.4105865522174535, + "TN": 349765, + "TP": 287, + "n_pred": 684, + "n_ref": 302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.538753209395366, + "FN": 1336.5644444444445, + "FP": 1233.3666666666666, + "IoU": 0.46410903643620866, + "TN": 446621.4066666666, + "TP": 6411.862222222222, + "n_pred": 7645.228888888888, + "n_ref": 7748.426666666668 + }, + "mean": { + "1": { + "Dice": 0.5156938010433607, + "FN": 781.1666666666666, + "FP": 1644.4333333333334, + "IoU": 0.47047254658912524, + "TN": 448423.6, + "TP": 4754.0, + "n_pred": 6398.433333333333, + "n_ref": 5535.166666666667 + }, + "10": { + "Dice": 0.6107785549068037, + "FN": 1498.2, + "FP": 1260.7666666666667, + "IoU": 0.5050441441988285, + "TN": 447756.63333333336, + "TP": 5087.6, + "n_pred": 6348.366666666667, + "n_ref": 6585.8 + }, + "11": { + "Dice": 0.45448076137643917, + "FN": 65.5, + "FP": 47.53333333333333, + "IoU": 0.3421886523389817, + "TN": 455339.86666666664, + "TP": 150.3, + "n_pred": 197.83333333333334, + "n_ref": 215.8 + }, + "12": { + "Dice": 0.39159368043555387, + "FN": 183.4, + "FP": 99.5, + "IoU": 0.2956927394937118, + "TN": 455012.6, + "TP": 307.7, + "n_pred": 407.2, + "n_ref": 491.1 + }, + "13": { + "Dice": 0.4394212684056256, + "FN": 1534.8333333333333, + "FP": 1421.6, + "IoU": 0.35192193927811943, + "TN": 449572.6, + "TP": 3074.1666666666665, + "n_pred": 4495.766666666666, + "n_ref": 4609.0 + }, + "14": { + "Dice": 0.6654578803661374, + "FN": 4606.566666666667, + "FP": 140.03333333333333, + "IoU": 0.5661406731392994, + "TN": 443102.63333333336, + "TP": 7753.966666666666, + "n_pred": 7894.0, + "n_ref": 12360.533333333333 + }, + "15": { + "Dice": 0.2606364011431986, + "FN": 1242.0, + "FP": 581.5333333333333, + "IoU": 0.2104122746557396, + "TN": 452657.93333333335, + "TP": 1121.7333333333333, + "n_pred": 1703.2666666666667, + "n_ref": 2363.733333333333 + }, + "2": { + "Dice": 0.44502029407737237, + "FN": 712.6, + "FP": 1265.7, + "IoU": 0.40604992570363285, + "TN": 447732.9666666667, + "TP": 5891.933333333333, + "n_pred": 7157.633333333333, + "n_ref": 6604.533333333334 + }, + "3": { + "Dice": 0.4844308095665758, + "FN": 148.33333333333334, + "FP": 1094.5, + "IoU": 0.45084891129967514, + "TN": 450299.3333333333, + "TP": 4061.0333333333333, + "n_pred": 5155.533333333334, + "n_ref": 4209.366666666667 + }, + "4": { + "Dice": 0.4252395050041017, + "FN": 1258.2333333333333, + "FP": 102.83333333333333, + "IoU": 0.36833541198565456, + "TN": 453070.8, + "TP": 1171.3333333333333, + "n_pred": 1274.1666666666667, + "n_ref": 2429.5666666666666 + }, + "5": { + "Dice": 0.4449495134662731, + "FN": 188.33333333333334, + "FP": 273.56666666666666, + "IoU": 0.3461251862545999, + "TN": 454501.7, + "TP": 639.6, + "n_pred": 913.1666666666666, + "n_ref": 827.9333333333333 + }, + "6": { + "Dice": 0.835168193899263, + "FN": 1965.5666666666666, + "FP": 7391.966666666666, + "IoU": 0.7785475297408301, + "TN": 406324.73333333334, + "TP": 39920.933333333334, + "n_pred": 47312.9, + "n_ref": 41886.5 + }, + "7": { + "Dice": 0.6182480850499206, + "FN": 2650.5, + "FP": 2033.3666666666666, + "IoU": 0.546325929572261, + "TN": 440775.3333333333, + "TP": 10144.0, + "n_pred": 12177.366666666667, + "n_ref": 12794.5 + }, + "8": { + "Dice": 0.7646959566630862, + "FN": 2022.5, + "FP": 530.5666666666667, + "IoU": 0.6966273638075563, + "TN": 446341.63333333336, + "TP": 6708.5, + "n_pred": 7239.066666666667, + "n_ref": 8731.0 + }, + "9": { + "Dice": 0.7254834355267767, + "FN": 1190.7333333333333, + "FP": 612.6, + "IoU": 0.6269023184851139, + "TN": 448408.73333333334, + "TP": 5391.133333333333, + "n_pred": 6003.733333333334, + "n_ref": 6581.866666666667 + } + }, + "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": 0.7669918787812722, + "FN": 2764, + "FP": 1511, + "IoU": 0.6220493325081778, + "TN": 514385, + "TP": 7036, + "n_pred": 8547, + "n_ref": 9800 + }, + "11": { + "Dice": 0.684887459807074, + "FN": 556, + "FP": 228, + "IoU": 0.5207823960880196, + "TN": 524060, + "TP": 852, + "n_pred": 1080, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6843803378250143, + "FN": 4204, + "FP": 9100, + "IoU": 0.520196191575303, + "TN": 497968, + "TP": 14424, + "n_pred": 23524, + "n_ref": 18628 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7667865012176737, + "FN": 15817, + "FP": 2282, + "IoU": 0.6217791987963137, + "TN": 477843, + "TP": 29754, + "n_pred": 32036, + "n_ref": 45571 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15054, + "IoU": 0.0, + "TN": 510642, + "TP": 0, + "n_pred": 15054, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 525199, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9265922162979134, + "FN": 4882, + "FP": 2112, + "IoU": 0.8632247971057005, + "TN": 474561, + "TP": 44141, + "n_pred": 46253, + "n_ref": 49023 + }, + "7": { + "Dice": 0.11839323467230443, + "FN": 0, + "FP": 1251, + "IoU": 0.06292134831460675, + "TN": 524361, + "TP": 84, + "n_pred": 1335, + "n_ref": 84 + }, + "8": { + "Dice": 0.2880324543610548, + "FN": 31, + "FP": 320, + "IoU": 0.16824644549763032, + "TN": 525274, + "TP": 71, + "n_pred": 391, + "n_ref": 102 + }, + "9": { + "Dice": 0.933925790688933, + "FN": 2087, + "FP": 2835, + "IoU": 0.8760420077064498, + "TN": 485989, + "TP": 34785, + "n_pred": 37620, + "n_ref": 36872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7855052892189962, + "FN": 363, + "FP": 590, + "IoU": 0.6467753891771683, + "TN": 347766, + "TP": 1745, + "n_pred": 2335, + "n_ref": 2108 + }, + "11": { + "Dice": 0.7802520283100294, + "FN": 671, + "FP": 602, + "IoU": 0.6396829889612228, + "TN": 346931, + "TP": 2260, + "n_pred": 2862, + "n_ref": 2931 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8615506329113924, + "FN": 261, + "FP": 439, + "IoU": 0.7567755385684504, + "TN": 347586, + "TP": 2178, + "n_pred": 2617, + "n_ref": 2439 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.959551325628824, + "FN": 162, + "FP": 314, + "IoU": 0.9222476314929762, + "TN": 344342, + "TP": 5646, + "n_pred": 5960, + "n_ref": 5808 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 418, + "FP": 0, + "IoU": 0.0, + "TN": 350046, + "TP": 0, + "n_pred": 0, + "n_ref": 418 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936628497256172, + "FN": 5052, + "FP": 4810, + "IoU": 0.8808102293877353, + "TN": 267722, + "TP": 72880, + "n_pred": 77690, + "n_ref": 77932 + }, + "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": 0.8330085408396487, + "FN": 1839, + "FP": 5102, + "IoU": 0.7138086009978147, + "TN": 326211, + "TP": 17312, + "n_pred": 22414, + "n_ref": 19151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8189917572041148, + "FN": 2788, + "FP": 5359, + "IoU": 0.6934682820377756, + "TN": 499118, + "TP": 18431, + "n_pred": 23790, + "n_ref": 21219 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7189265536723164, + "FN": 291, + "FP": 903, + "IoU": 0.5611907386990077, + "TN": 522975, + "TP": 1527, + "n_pred": 2430, + "n_ref": 1818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9800737777153865, + "FN": 2287, + "FP": 268, + "IoU": 0.9609261496581994, + "TN": 460307, + "TP": 62834, + "n_pred": 63102, + "n_ref": 65121 + }, + "7": { + "Dice": 0.8933460344340954, + "FN": 3699, + "FP": 2347, + "IoU": 0.8072496572831319, + "TN": 494329, + "TP": 25321, + "n_pred": 27668, + "n_ref": 29020 + }, + "8": { + "Dice": 0.7420394096051547, + "FN": 2343, + "FP": 4543, + "IoU": 0.5898749255509231, + "TN": 508906, + "TP": 9904, + "n_pred": 14447, + "n_ref": 12247 + }, + "9": { + "Dice": 0.8204960622201889, + "FN": 4968, + "FP": 525, + "IoU": 0.6956280822297335, + "TN": 507649, + "TP": 12554, + "n_pred": 13079, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0033.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": 296, + "FP": 0, + "IoU": 0.0, + "TN": 525400, + "TP": 0, + "n_pred": 0, + "n_ref": 296 + }, + "11": { + "Dice": 0.6192893401015228, + "FN": 35, + "FP": 40, + "IoU": 0.4485294117647059, + "TN": 525560, + "TP": 61, + "n_pred": 101, + "n_ref": 96 + }, + "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": 113, + "IoU": 0.0, + "TN": 525583, + "TP": 0, + "n_pred": 113, + "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": 0.903140203449801, + "FN": 1206, + "FP": 765, + "IoU": 0.8233870967741935, + "TN": 514536, + "TP": 9189, + "n_pred": 9954, + "n_ref": 10395 + }, + "5": { + "Dice": 0.5461658841940532, + "FN": 264, + "FP": 3796, + "IoU": 0.3756727664155005, + "TN": 519193, + "TP": 2443, + "n_pred": 6239, + "n_ref": 2707 + }, + "6": { + "Dice": 0.9404490771637306, + "FN": 6554, + "FP": 10311, + "IoU": 0.8875921457802898, + "TN": 375662, + "TP": 133169, + "n_pred": 143480, + "n_ref": 139723 + }, + "7": { + "Dice": 0.004406032875783766, + "FN": 5769, + "FP": 106, + "IoU": 0.0022078804347826085, + "TN": 519808, + "TP": 13, + "n_pred": 119, + "n_ref": 5782 + }, + "8": { + "Dice": 0.8739800543970988, + "FN": 95, + "FP": 44, + "IoU": 0.7761674718196457, + "TN": 525075, + "TP": 482, + "n_pred": 526, + "n_ref": 577 + }, + "9": { + "Dice": 0.8394764555438544, + "FN": 7428, + "FP": 1108, + "IoU": 0.7233601244490536, + "TN": 494840, + "TP": 22320, + "n_pred": 23428, + "n_ref": 29748 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0044.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": 0.9459684123025769, + "FN": 1116, + "FP": 379, + "IoU": 0.8974763406940063, + "TN": 511114, + "TP": 13087, + "n_pred": 13466, + "n_ref": 14203 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 563, + "IoU": 0.0, + "TN": 349901, + "TP": 0, + "n_pred": 563, + "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": 54, + "IoU": 0.0, + "TN": 350410, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 573, + "IoU": 0.0, + "TN": 349891, + "TP": 0, + "n_pred": 573, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 350303, + "TP": 0, + "n_pred": 161, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 806, + "IoU": 0.0, + "TN": 349658, + "TP": 0, + "n_pred": 806, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.39631336405529954, + "FN": 17, + "FP": 114, + "IoU": 0.2471264367816092, + "TN": 350290, + "TP": 43, + "n_pred": 157, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "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": 0.9536917242917688, + "FN": 1298, + "FP": 2854, + "IoU": 0.9114825395471795, + "TN": 303558, + "TP": 42754, + "n_pred": 45608, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.670188679245283, + "FN": 149, + "FP": 725, + "IoU": 0.5039727582292849, + "TN": 348702, + "TP": 888, + "n_pred": 1613, + "n_ref": 1037 + }, + "6": { + "Dice": 0.9666284371590814, + "FN": 4505, + "FP": 267, + "IoU": 0.9354122678793785, + "TN": 276580, + "TP": 69112, + "n_pred": 69379, + "n_ref": 73617 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": 0.951440068073323, + "FN": 2632, + "FP": 735, + "IoU": 0.907377860915493, + "TN": 314112, + "TP": 32985, + "n_pred": 33720, + "n_ref": 35617 + }, + "9": { + "Dice": 0.5990338164251208, + "FN": 7, + "FP": 76, + "IoU": 0.42758620689655175, + "TN": 350319, + "TP": 62, + "n_pred": 138, + "n_ref": 69 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6104695304695305, + "FN": 15364, + "FP": 4132, + "IoU": 0.439335116325885, + "TN": 490923, + "TP": 15277, + "n_pred": 19409, + "n_ref": 30641 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.6611146540620975, + "FN": 9143, + "FP": 17958, + "IoU": 0.49377988643156007, + "TN": 472160, + "TP": 26435, + "n_pred": 44393, + "n_ref": 35578 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6583508828770452, + "FN": 1341, + "FP": 4986, + "IoU": 0.4907027288094663, + "TN": 513273, + "TP": 6096, + "n_pred": 11082, + "n_ref": 7437 + }, + "3": { + "Dice": 0.8656716417910447, + "FN": 36, + "FP": 0, + "IoU": 0.7631578947368421, + "TN": 525544, + "TP": 116, + "n_pred": 116, + "n_ref": 152 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 525435, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387845303867404, + "FN": 1177, + "FP": 485, + "IoU": 0.8846314035818409, + "TN": 511290, + "TP": 12744, + "n_pred": 13229, + "n_ref": 13921 + }, + "7": { + "Dice": 0.8532573274059086, + "FN": 13731, + "FP": 1354, + "IoU": 0.7440704421295511, + "TN": 466754, + "TP": 43857, + "n_pred": 45211, + "n_ref": 57588 + }, + "8": { + "Dice": 0.9498460184777827, + "FN": 148, + "FP": 992, + "IoU": 0.9044826141600335, + "TN": 513761, + "TP": 10795, + "n_pred": 11787, + "n_ref": 10943 + }, + "9": { + "Dice": 0.8455561557319151, + "FN": 2208, + "FP": 1509, + "IoU": 0.7324359343507054, + "TN": 511804, + "TP": 10175, + "n_pred": 11684, + "n_ref": 12383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752364638415134, + "FN": 309, + "FP": 1021, + "IoU": 0.9516697554416949, + "TN": 498177, + "TP": 26189, + "n_pred": 27210, + "n_ref": 26498 + }, + "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": 0.4459203036053131, + "FN": 583, + "FP": 1, + "IoU": 0.2869352869352869, + "TN": 524877, + "TP": 235, + "n_pred": 236, + "n_ref": 818 + }, + "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": 0.9735163433196956, + "FN": 1201, + "FP": 1207, + "IoU": 0.9483992628466121, + "TN": 479030, + "TP": 44258, + "n_pred": 45465, + "n_ref": 45459 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8896394494638183, + "FN": 344, + "FP": 963, + "IoU": 0.8012167300380229, + "TN": 519121, + "TP": 5268, + "n_pred": 6231, + "n_ref": 5612 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7555555555555555, + "FN": 363, + "FP": 110, + "IoU": 0.6071428571428571, + "TN": 524492, + "TP": 731, + "n_pred": 841, + "n_ref": 1094 + }, + "8": { + "Dice": 0.979123669430998, + "FN": 1120, + "FP": 549, + "IoU": 0.9591011566359537, + "TN": 484888, + "TP": 39139, + "n_pred": 39688, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8779840848806366, + "FN": 3, + "FP": 89, + "IoU": 0.7825059101654847, + "TN": 525273, + "TP": 331, + "n_pred": 420, + "n_ref": 334 + }, + "10": { + "Dice": 0.8437788870401183, + "FN": 971, + "FP": 1564, + "IoU": 0.7297729453149984, + "TN": 516315, + "TP": 6846, + "n_pred": 8410, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6288169403099586, + "FN": 1860, + "FP": 559, + "IoU": 0.45859444941808414, + "TN": 521228, + "TP": 2049, + "n_pred": 2608, + "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": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9457542334659068, + "FN": 849, + "FP": 474, + "IoU": 0.897090852520224, + "TN": 512840, + "TP": 11533, + "n_pred": 12007, + "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": 0.8870266589849684, + "FN": 2001, + "FP": 156, + "IoU": 0.7969882352941177, + "TN": 515071, + "TP": 8468, + "n_pred": 8624, + "n_ref": 10469 + }, + "7": { + "Dice": 0.7291525921574387, + "FN": 35901, + "FP": 983, + "IoU": 0.5737530624508852, + "TN": 439164, + "TP": 49648, + "n_pred": 50631, + "n_ref": 85549 + }, + "8": { + "Dice": 0.9289004606449028, + "FN": 153, + "FP": 1622, + "IoU": 0.8672400897531788, + "TN": 512326, + "TP": 11595, + "n_pred": 13217, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7147117296222664, + "FN": 275, + "FP": 299, + "IoU": 0.5560711523588554, + "TN": 524403, + "TP": 719, + "n_pred": 1018, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6279589102277803, + "FN": 10856, + "FP": 806, + "IoU": 0.4576822916666667, + "TN": 328960, + "TP": 9842, + "n_pred": 10648, + "n_ref": 20698 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 168, + "FP": 0, + "IoU": 0.0, + "TN": 350296, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9503066960964843, + "FN": 4008, + "FP": 67, + "IoU": 0.9053184321197054, + "TN": 307425, + "TP": 38964, + "n_pred": 39031, + "n_ref": 42972 + }, + "7": { + "Dice": 0.9237005845012884, + "FN": 2164, + "FP": 2692, + "IoU": 0.8582189781021898, + "TN": 316214, + "TP": 29394, + "n_pred": 32086, + "n_ref": 31558 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 446, + "IoU": 0.0, + "TN": 525250, + "TP": 0, + "n_pred": 446, + "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": 0.7036144578313253, + "FN": 6542, + "FP": 469, + "IoU": 0.5427509293680297, + "TN": 510363, + "TP": 8322, + "n_pred": 8791, + "n_ref": 14864 + }, + "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": 0.0027651268705270004, + "FN": 8112, + "FP": 4150, + "IoU": 0.0013844775633194886, + "TN": 513417, + "TP": 17, + "n_pred": 4167, + "n_ref": 8129 + }, + "9": { + "Dice": 0.10138576335425796, + "FN": 7574, + "FP": 13, + "IoU": 0.05339987523393637, + "TN": 517681, + "TP": 428, + "n_pred": 441, + "n_ref": 8002 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7225669939489336, + "FN": 21317, + "FP": 186, + "IoU": 0.5656398343601656, + "TN": 476191, + "TP": 28002, + "n_pred": 28188, + "n_ref": 49319 + }, + "10": { + "Dice": 0.8237505274059299, + "FN": 1310, + "FP": 7880, + "IoU": 0.7003195721646123, + "TN": 495030, + "TP": 21476, + "n_pred": 29356, + "n_ref": 22786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 4140, + "FP": 3969, + "IoU": 0.0, + "TN": 517587, + "TP": 0, + "n_pred": 3969, + "n_ref": 4140 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8812260536398467, + "FN": 31, + "FP": 0, + "IoU": 0.7876712328767124, + "TN": 525550, + "TP": 115, + "n_pred": 115, + "n_ref": 146 + }, + "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": 0.8977497647555079, + "FN": 1115, + "FP": 24095, + "IoU": 0.8144700142036047, + "TN": 389815, + "TP": 110671, + "n_pred": 134766, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9736791479389286, + "FN": 1246, + "FP": 259, + "IoU": 0.9487083361734033, + "TN": 496354, + "TP": 27837, + "n_pred": 28096, + "n_ref": 29083 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8976651100733822, + "FN": 1323, + "FP": 978, + "IoU": 0.8143306705398209, + "TN": 513303, + "TP": 10092, + "n_pred": 11070, + "n_ref": 11415 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7360979132616216, + "FN": 4426, + "FP": 2517, + "IoU": 0.5824010585829423, + "TN": 509070, + "TP": 9683, + "n_pred": 12200, + "n_ref": 14109 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689823437956991, + "FN": 188, + "FP": 1827, + "IoU": 0.9398309892800621, + "TN": 492207, + "TP": 31474, + "n_pred": 33301, + "n_ref": 31662 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2507, + "IoU": 0.0, + "TN": 523189, + "TP": 0, + "n_pred": 2507, + "n_ref": 0 + }, + "4": { + "Dice": 0.9049726633689144, + "FN": 440, + "FP": 1020, + "IoU": 0.8264384213029006, + "TN": 517284, + "TP": 6952, + "n_pred": 7972, + "n_ref": 7392 + }, + "5": { + "Dice": 0.02666666666666667, + "FN": 257, + "FP": 108, + "IoU": 0.013513513513513514, + "TN": 525326, + "TP": 5, + "n_pred": 113, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1488, + "IoU": 0.0, + "TN": 524208, + "TP": 0, + "n_pred": 1488, + "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": 0.9253722506734555, + "FN": 1651, + "FP": 870, + "IoU": 0.8611095807393532, + "TN": 507545, + "TP": 15630, + "n_pred": 16500, + "n_ref": 17281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 350311, + "TP": 0, + "n_pred": 153, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8237405290442642, + "FN": 1380, + "FP": 3924, + "IoU": 0.700305119222511, + "TN": 507998, + "TP": 12394, + "n_pred": 16318, + "n_ref": 13774 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6751711263223398, + "FN": 940, + "FP": 104, + "IoU": 0.5096289337717238, + "TN": 523567, + "TP": 1085, + "n_pred": 1189, + "n_ref": 2025 + }, + "13": { + "Dice": 0.43787402974462286, + "FN": 7583, + "FP": 1904, + "IoU": 0.2803064785313306, + "TN": 512514, + "TP": 3695, + "n_pred": 5599, + "n_ref": 11278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9782891880156318, + "FN": 433, + "FP": 67, + "IoU": 0.9575010624734381, + "TN": 513931, + "TP": 11265, + "n_pred": 11332, + "n_ref": 11698 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6841210472628357, + "FN": 1824, + "FP": 34, + "IoU": 0.5198966408268734, + "TN": 521826, + "TP": 2012, + "n_pred": 2046, + "n_ref": 3836 + }, + "6": { + "Dice": 0.7760688106436168, + "FN": 1304, + "FP": 3981, + "IoU": 0.6340787924946341, + "TN": 511253, + "TP": 9158, + "n_pred": 13139, + "n_ref": 10462 + }, + "7": { + "Dice": 0.6389279510298619, + "FN": 3613, + "FP": 9482, + "IoU": 0.4694299258538957, + "TN": 501015, + "TP": 11586, + "n_pred": 21068, + "n_ref": 15199 + }, + "8": { + "Dice": 0.9633939130316582, + "FN": 869, + "FP": 1824, + "IoU": 0.929373196957776, + "TN": 487566, + "TP": 35437, + "n_pred": 37261, + "n_ref": 36306 + }, + "9": { + "Dice": 0.892557082138974, + "FN": 2074, + "FP": 100, + "IoU": 0.8059621563727241, + "TN": 514492, + "TP": 9030, + "n_pred": 9130, + "n_ref": 11104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0184.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": 0.7029294274300932, + "FN": 17847, + "FP": 1, + "IoU": 0.5419361461862232, + "TN": 486732, + "TP": 21116, + "n_pred": 21117, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.9780422840019977, + "FN": 1982, + "FP": 656, + "IoU": 0.9570281320757791, + "TN": 289075, + "TP": 58751, + "n_pred": 59407, + "n_ref": 60733 + }, + "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": 0.977397410577134, + "FN": 413, + "FP": 102, + "IoU": 0.955793991416309, + "TN": 338814, + "TP": 11135, + "n_pred": 11237, + "n_ref": 11548 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738183042340591, + "FN": 242, + "FP": 1469, + "IoU": 0.9489725925263189, + "TN": 316933, + "TP": 31820, + "n_pred": 33289, + "n_ref": 32062 + }, + "10": { + "Dice": 0.5, + "FN": 1, + "FP": 1, + "IoU": 0.3333333333333333, + "TN": 350461, + "TP": 1, + "n_pred": 2, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.651902032308494, + "FN": 1116, + "FP": 220, + "IoU": 0.4835717046772323, + "TN": 347877, + "TP": 1251, + "n_pred": 1471, + "n_ref": 2367 + }, + "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": 0.974773524391845, + "FN": 832, + "FP": 513, + "IoU": 0.9507884819435806, + "TN": 323133, + "TP": 25986, + "n_pred": 26499, + "n_ref": 26818 + }, + "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": 0.9307421955757701, + "FN": 51, + "FP": 284, + "IoU": 0.8704563031709204, + "TN": 347878, + "TP": 2251, + "n_pred": 2535, + "n_ref": 2302 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7191281586893152, + "FN": 107610, + "FP": 17, + "IoU": 0.5614364649889164, + "TN": 280288, + "TP": 137781, + "n_pred": 137798, + "n_ref": 245391 + }, + "15": { + "Dice": 0.004679144385026738, + "FN": 32758, + "FP": 0, + "IoU": 0.0023450586264656616, + "TN": 492861, + "TP": 77, + "n_pred": 77, + "n_ref": 32835 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "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": 70710, + "IoU": 0.0, + "TN": 454986, + "TP": 0, + "n_pred": 70710, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5318, + "IoU": 0.0, + "TN": 520378, + "TP": 0, + "n_pred": 5318, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 525586, + "TP": 0, + "n_pred": 110, + "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": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12078, + "IoU": 0.0, + "TN": 513618, + "TP": 0, + "n_pred": 12078, + "n_ref": 0 + }, + "4": { + "Dice": 0.8375031589588072, + "FN": 1199, + "FP": 87, + "IoU": 0.7204347826086956, + "TN": 521096, + "TP": 3314, + "n_pred": 3401, + "n_ref": 4513 + }, + "5": { + "Dice": 0.824102791315906, + "FN": 1032, + "FP": 2541, + "IoU": 0.7008289374529013, + "TN": 513753, + "TP": 8370, + "n_pred": 10911, + "n_ref": 9402 + }, + "6": { + "Dice": 0.9204358567019616, + "FN": 7223, + "FP": 15515, + "IoU": 0.852599507325295, + "TN": 371436, + "TP": 131522, + "n_pred": 147037, + "n_ref": 138745 + }, + "7": { + "Dice": 0.3200138684233336, + "FN": 945, + "FP": 6900, + "IoU": 0.19048601795480344, + "TN": 516005, + "TP": 1846, + "n_pred": 8746, + "n_ref": 2791 + }, + "8": { + "Dice": 0.5714118221787983, + "FN": 43492, + "FP": 374, + "IoU": 0.39998358592766864, + "TN": 452588, + "TP": 29242, + "n_pred": 29616, + "n_ref": 72734 + }, + "9": { + "Dice": 0.7035801424090027, + "FN": 385, + "FP": 5568, + "IoU": 0.5427100937163927, + "TN": 512678, + "TP": 7065, + "n_pred": 12633, + "n_ref": 7450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9395017793594306, + "FN": 767, + "FP": 610, + "IoU": 0.8859060402684564, + "TN": 338395, + "TP": 10692, + "n_pred": 11302, + "n_ref": 11459 + }, + "10": { + "Dice": 0.8938715715797184, + "FN": 1143, + "FP": 1465, + "IoU": 0.8081083069678464, + "TN": 336873, + "TP": 10983, + "n_pred": 12448, + "n_ref": 12126 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7595101615424701, + "FN": 587, + "FP": 1259, + "IoU": 0.6122663306028145, + "TN": 345703, + "TP": 2915, + "n_pred": 4174, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "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": 0.9758025874460948, + "FN": 1022, + "FP": 392, + "IoU": 0.9527485380116959, + "TN": 320539, + "TP": 28511, + "n_pred": 28903, + "n_ref": 29533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1778846153846154, + "FN": 684, + "FP": 0, + "IoU": 0.09762532981530343, + "TN": 349706, + "TP": 74, + "n_pred": 74, + "n_ref": 758 + }, + "6": { + "Dice": 0.861764705882353, + "FN": 72, + "FP": 22, + "IoU": 0.7571059431524548, + "TN": 350077, + "TP": 293, + "n_pred": 315, + "n_ref": 365 + }, + "7": { + "Dice": 0.9298302872062664, + "FN": 478, + "FP": 1672, + "IoU": 0.8688624580664837, + "TN": 334069, + "TP": 14245, + "n_pred": 15917, + "n_ref": 14723 + }, + "8": { + "Dice": 0.9679154078549849, + "FN": 1025, + "FP": 37, + "IoU": 0.9378256542357005, + "TN": 333383, + "TP": 16019, + "n_pred": 16056, + "n_ref": 17044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 525638, + "TP": 0, + "n_pred": 58, + "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": 0.7095975232198143, + "FN": 80, + "FP": 389, + "IoU": 0.5499040307101728, + "TN": 524654, + "TP": 573, + "n_pred": 962, + "n_ref": 653 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.6994710690815836, + "FN": 3478, + "FP": 272, + "IoU": 0.5378358392901158, + "TN": 517582, + "TP": 4364, + "n_pred": 4636, + "n_ref": 7842 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736569163901367, + "FN": 4308, + "FP": 4353, + "IoU": 0.9486661253326537, + "TN": 356977, + "TP": 160058, + "n_pred": 164411, + "n_ref": 164366 + }, + "7": { + "Dice": 0.9193165101278714, + "FN": 2733, + "FP": 1545, + "IoU": 0.8506806282722513, + "TN": 497046, + "TP": 24372, + "n_pred": 25917, + "n_ref": 27105 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96264509623018, + "FN": 387, + "FP": 3095, + "IoU": 0.927980474890378, + "TN": 477348, + "TP": 44866, + "n_pred": 47961, + "n_ref": 45253 + }, + "10": { + "Dice": 0.7915880667924264, + "FN": 2502, + "FP": 3464, + "IoU": 0.6550647548566142, + "TN": 508400, + "TP": 11330, + "n_pred": 14794, + "n_ref": 13832 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3375, + "FP": 130, + "IoU": 0.0, + "TN": 522191, + "TP": 0, + "n_pred": 130, + "n_ref": 3375 + }, + "14": { + "Dice": 0.9327267198428107, + "FN": 3055, + "FP": 2697, + "IoU": 0.8739342932912529, + "TN": 480069, + "TP": 39875, + "n_pred": 42572, + "n_ref": 42930 + }, + "15": { + "Dice": 0.4192875615249854, + "FN": 379, + "FP": 13543, + "IoU": 0.2652522693687988, + "TN": 506748, + "TP": 5026, + "n_pred": 18569, + "n_ref": 5405 + }, + "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": 0.9314956777034742, + "FN": 123, + "FP": 717, + "IoU": 0.8717753014806899, + "TN": 519145, + "TP": 5711, + "n_pred": 6428, + "n_ref": 5834 + }, + "7": { + "Dice": 0.9670075051629476, + "FN": 3089, + "FP": 841, + "IoU": 0.9361224887848645, + "TN": 464172, + "TP": 57594, + "n_pred": 58435, + "n_ref": 60683 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36423, + "IoU": 0.0, + "TN": 314041, + "TP": 0, + "n_pred": 36423, + "n_ref": 0 + }, + "10": { + "Dice": 0.5759493670886076, + "FN": 23, + "FP": 111, + "IoU": 0.40444444444444444, + "TN": 350239, + "TP": 91, + "n_pred": 202, + "n_ref": 114 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5917310722593232, + "FN": 5441, + "FP": 0, + "IoU": 0.42018329070758736, + "TN": 341080, + "TP": 3943, + "n_pred": 3943, + "n_ref": 9384 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 24929, + "IoU": 0.0, + "TN": 325535, + "TP": 0, + "n_pred": 24929, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 350170, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 24725, + "FP": 0, + "IoU": 0.0, + "TN": 325739, + "TP": 0, + "n_pred": 0, + "n_ref": 24725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6928557578457946, + "FN": 6423, + "FP": 68026, + "IoU": 0.5300530236081303, + "TN": 192044, + "TP": 83971, + "n_pred": 151997, + "n_ref": 90394 + }, + "7": { + "Dice": 0.02614572834528962, + "FN": 4000, + "FP": 28852, + "IoU": 0.013246027693509146, + "TN": 317171, + "TP": 441, + "n_pred": 29293, + "n_ref": 4441 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 350319, + "TP": 0, + "n_pred": 145, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7174887892376681, + "FN": 70, + "FP": 686, + "IoU": 0.5594405594405595, + "TN": 523980, + "TP": 960, + "n_pred": 1646, + "n_ref": 1030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8023275369143319, + "FN": 2849, + "FP": 3028, + "IoU": 0.6699056391822062, + "TN": 507892, + "TP": 11927, + "n_pred": 14955, + "n_ref": 14776 + }, + "14": { + "Dice": 0.9343485184032798, + "FN": 3143, + "FP": 444, + "IoU": 0.876786205001374, + "TN": 496584, + "TP": 25525, + "n_pred": 25969, + "n_ref": 28668 + }, + "15": { + "Dice": 0.8792152998059807, + "FN": 4102, + "FP": 3742, + "IoU": 0.7844640452834336, + "TN": 489303, + "TP": 28549, + "n_pred": 32291, + "n_ref": 32651 + }, + "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": 0.05063291139240506, + "FN": 2636, + "FP": 64, + "IoU": 0.025974025974025976, + "TN": 522924, + "TP": 72, + "n_pred": 136, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721831006156623, + "FN": 2169, + "FP": 2670, + "IoU": 0.9458718777614962, + "TN": 436297, + "TP": 84560, + "n_pred": 87230, + "n_ref": 86729 + }, + "7": { + "Dice": 0.8780772032046613, + "FN": 372, + "FP": 465, + "IoU": 0.782653856141262, + "TN": 521845, + "TP": 3014, + "n_pred": 3479, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8455882352941176, + "FN": 256, + "FP": 80, + "IoU": 0.732484076433121, + "TN": 524440, + "TP": 920, + "n_pred": 1000, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8726956016838439, + "FN": 120, + "FP": 1634, + "IoU": 0.7741437033221735, + "TN": 517930, + "TP": 6012, + "n_pred": 7646, + "n_ref": 6132 + }, + "11": { + "Dice": 0.7006231373611488, + "FN": 686, + "FP": 419, + "IoU": 0.5391993327773145, + "TN": 523298, + "TP": 1293, + "n_pred": 1712, + "n_ref": 1979 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 525629, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": 0.9218674640686795, + "FN": 1242, + "FP": 378, + "IoU": 0.8550594971817125, + "TN": 514519, + "TP": 9557, + "n_pred": 9935, + "n_ref": 10799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9004346108257606, + "FN": 418, + "FP": 86, + "IoU": 0.818900467121811, + "TN": 522913, + "TP": 2279, + "n_pred": 2365, + "n_ref": 2697 + }, + "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": 0.9467600831756617, + "FN": 1489, + "FP": 4195, + "IoU": 0.8989025843515999, + "TN": 469473, + "TP": 50539, + "n_pred": 54734, + "n_ref": 52028 + }, + "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": 0.9256855457554409, + "FN": 3796, + "FP": 223, + "IoU": 0.8616523235800344, + "TN": 496646, + "TP": 25031, + "n_pred": 25254, + "n_ref": 28827 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7365728900255755, + "FN": 410, + "FP": 105, + "IoU": 0.582995951417004, + "TN": 349229, + "TP": 720, + "n_pred": 825, + "n_ref": 1130 + }, + "10": { + "Dice": 0.8651252822884181, + "FN": 3672, + "FP": 2599, + "IoU": 0.7623090626539817, + "TN": 324081, + "TP": 20112, + "n_pred": 22711, + "n_ref": 23784 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7546162402669633, + "FN": 416, + "FP": 687, + "IoU": 0.6059306895319757, + "TN": 347665, + "TP": 1696, + "n_pred": 2383, + "n_ref": 2112 + }, + "13": { + "Dice": 0.7841151133620485, + "FN": 2838, + "FP": 1723, + "IoU": 0.6448925568358767, + "TN": 337620, + "TP": 8283, + "n_pred": 10006, + "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": 0.044444444444444446, + "FN": 172, + "FP": 0, + "IoU": 0.022727272727272728, + "TN": 350288, + "TP": 4, + "n_pred": 4, + "n_ref": 176 + }, + "3": { + "Dice": 0.6714285714285714, + "FN": 46, + "FP": 0, + "IoU": 0.5053763440860215, + "TN": 350371, + "TP": 47, + "n_pred": 47, + "n_ref": 93 + }, + "4": { + "Dice": 0.8566750437895058, + "FN": 2887, + "FP": 877, + "IoU": 0.7492839539066143, + "TN": 335451, + "TP": 11249, + "n_pred": 12126, + "n_ref": 14136 + }, + "5": { + "Dice": 0.18577648766328012, + "FN": 1096, + "FP": 26, + "IoU": 0.1024, + "TN": 349214, + "TP": 128, + "n_pred": 154, + "n_ref": 1224 + }, + "6": { + "Dice": 0.9508738781294285, + "FN": 2746, + "FP": 7030, + "IoU": 0.9063484916704188, + "TN": 246077, + "TP": 94611, + "n_pred": 101641, + "n_ref": 97357 + }, + "7": { + "Dice": 0.885161857331185, + "FN": 1356, + "FP": 1780, + "IoU": 0.7939823939035606, + "TN": 335242, + "TP": 12086, + "n_pred": 13866, + "n_ref": 13442 + }, + "8": { + "Dice": 0.9575030750307503, + "FN": 655, + "FP": 727, + "IoU": 0.9184708866733526, + "TN": 333513, + "TP": 15569, + "n_pred": 16296, + "n_ref": 16224 + }, + "9": { + "Dice": 0.9018739622044754, + "FN": 1174, + "FP": 67, + "IoU": 0.8212845622119815, + "TN": 343520, + "TP": 5703, + "n_pred": 5770, + "n_ref": 6877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5667093527377194, + "FN": 1575.5800000000002, + "FP": 1071.6555555555558, + "IoU": 0.48465010284889215, + "TN": 451892.06444444443, + "TP": 6904.966666666665, + "n_pred": 7976.622222222223, + "n_ref": 8480.546666666667 + }, + "mean": { + "1": { + "Dice": 0.7078111895610323, + "FN": 2232.5333333333333, + "FP": 386.06666666666666, + "IoU": 0.6312033793396389, + "TN": 448714.06666666665, + "TP": 10111.6, + "n_pred": 10497.666666666666, + "n_ref": 12344.133333333333 + }, + "10": { + "Dice": 0.5328991591717407, + "FN": 2177.8333333333335, + "FP": 1448.9, + "IoU": 0.4206762507415324, + "TN": 452243.06666666665, + "TP": 5574.466666666666, + "n_pred": 7023.366666666667, + "n_ref": 7752.3 + }, + "11": { + "Dice": 0.471401787192272, + "FN": 132.46666666666667, + "FP": 32.833333333333336, + "IoU": 0.3446122707183276, + "TN": 461145.86666666664, + "TP": 133.1, + "n_pred": 165.93333333333334, + "n_ref": 265.56666666666666 + }, + "12": { + "Dice": 0.3309429637426624, + "FN": 296.1666666666667, + "FP": 150.73333333333332, + "IoU": 0.25573944004668214, + "TN": 460447.6666666667, + "TP": 549.7, + "n_pred": 700.4333333333333, + "n_ref": 845.8666666666667 + }, + "13": { + "Dice": 0.43501749586218313, + "FN": 2489.233333333333, + "FP": 1531.9333333333334, + "IoU": 0.34026460617137494, + "TN": 453081.06666666665, + "TP": 4342.033333333334, + "n_pred": 5873.966666666666, + "n_ref": 6831.266666666666 + }, + "14": { + "Dice": 0.6032582796098015, + "FN": 1520.2, + "FP": 3392.0333333333333, + "IoU": 0.520354936932724, + "TN": 448092.9, + "TP": 8439.133333333333, + "n_pred": 11831.166666666666, + "n_ref": 9959.333333333334 + }, + "15": { + "Dice": 0.44417034613631184, + "FN": 3634.3, + "FP": 666.2333333333333, + "IoU": 0.3434037560018221, + "TN": 454490.73333333334, + "TP": 2653.0, + "n_pred": 3319.233333333333, + "n_ref": 6287.3 + }, + "2": { + "Dice": 0.6962130580598245, + "FN": 2642.6, + "FP": 740.3333333333334, + "IoU": 0.6226357103774629, + "TN": 448387.1666666667, + "TP": 9674.166666666666, + "n_pred": 10414.5, + "n_ref": 12316.766666666666 + }, + "3": { + "Dice": 0.5737322920595718, + "FN": 1115.8666666666666, + "FP": 2193.4, + "IoU": 0.5303776887225345, + "TN": 448915.63333333336, + "TP": 9219.366666666667, + "n_pred": 11412.766666666666, + "n_ref": 10335.233333333334 + }, + "4": { + "Dice": 0.5103022914871371, + "FN": 1158.7333333333333, + "FP": 275.6, + "IoU": 0.4377661119500147, + "TN": 457174.9, + "TP": 2835.0333333333333, + "n_pred": 3110.633333333333, + "n_ref": 3993.766666666667 + }, + "5": { + "Dice": 0.43988726772725195, + "FN": 475.43333333333334, + "FP": 130.26666666666668, + "IoU": 0.3469881800001279, + "TN": 460385.3, + "TP": 453.26666666666665, + "n_pred": 583.5333333333333, + "n_ref": 928.7 + }, + "6": { + "Dice": 0.7251272938855859, + "FN": 2806.0333333333333, + "FP": 2698.0333333333333, + "IoU": 0.6853839088910149, + "TN": 423866.2, + "TP": 32074.0, + "n_pred": 34772.03333333333, + "n_ref": 34880.03333333333 + }, + "7": { + "Dice": 0.5108062250835745, + "FN": 1529.1, + "FP": 948.8333333333334, + "IoU": 0.4341402524506631, + "TN": 453290.1, + "TP": 5676.233333333334, + "n_pred": 6625.066666666667, + "n_ref": 7205.333333333333 + }, + "8": { + "Dice": 0.7849294373871419, + "FN": 399.73333333333335, + "FP": 434.53333333333336, + "IoU": 0.7163651353295415, + "TN": 454166.5, + "TP": 6443.5, + "n_pred": 6878.033333333334, + "n_ref": 6843.233333333334 + }, + "9": { + "Dice": 0.7341412040996972, + "FN": 1023.4666666666667, + "FP": 1045.1, + "IoU": 0.6398399150599211, + "TN": 453979.8, + "TP": 5395.9, + "n_pred": 6441.0, + "n_ref": 6419.366666666667 + } + }, + "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": 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": 0.8826121342221218, + "FN": 1034, + "FP": 14551, + "IoU": 0.7898887765419615, + "TN": 626753, + "TP": 58590, + "n_pred": 73141, + "n_ref": 59624 + }, + "15": { + "Dice": 0.6602599918054158, + "FN": 7430, + "FP": 1691, + "IoU": 0.4928269572953737, + "TN": 682944, + "TP": 8863, + "n_pred": 10554, + "n_ref": 16293 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5550523126299898, + "FN": 41370, + "FP": 775, + "IoU": 0.38413315407996257, + "TN": 282032, + "TP": 26287, + "n_pred": 27062, + "n_ref": 67657 + }, + "10": { + "Dice": 0.4449873406476258, + "FN": 1774, + "FP": 10721, + "IoU": 0.2861631627056673, + "TN": 332960, + "TP": 5009, + "n_pred": 15730, + "n_ref": 6783 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 350308, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "12": { + "Dice": 0.4371087080250427, + "FN": 792, + "FP": 197, + "IoU": 0.27967953386744354, + "TN": 349091, + "TP": 384, + "n_pred": 581, + "n_ref": 1176 + }, + "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": 0.0, + "FN": 0, + "FP": 11057, + "IoU": 0.0, + "TN": 339407, + "TP": 0, + "n_pred": 11057, + "n_ref": 0 + }, + "3": { + "Dice": 0.5416829190454239, + "FN": 12848, + "FP": 77, + "IoU": 0.37144385546856, + "TN": 329901, + "TP": 7638, + "n_pred": 7715, + "n_ref": 20486 + }, + "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": 37512, + "IoU": 0.0, + "TN": 312952, + "TP": 0, + "n_pred": 37512, + "n_ref": 0 + }, + "7": { + "Dice": 0.9222285605628446, + "FN": 1632, + "FP": 413, + "IoU": 0.855681016231475, + "TN": 336294, + "TP": 12125, + "n_pred": 12538, + "n_ref": 13757 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.92755992285793, + "FN": 5066, + "FP": 2822, + "IoU": 0.8649060610731474, + "TN": 292075, + "TP": 50501, + "n_pred": 53323, + "n_ref": 55567 + }, + "10": { + "Dice": 0.6923702241319243, + "FN": 2174, + "FP": 475, + "IoU": 0.5294849023090586, + "TN": 344834, + "TP": 2981, + "n_pred": 3456, + "n_ref": 5155 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.007142857142857143, + "FN": 191, + "FP": 87, + "IoU": 0.0035842293906810036, + "TN": 350185, + "TP": 1, + "n_pred": 88, + "n_ref": 192 + }, + "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": 0.9435687331536388, + "FN": 1770, + "FP": 847, + "IoU": 0.8931662312214239, + "TN": 325968, + "TP": 21879, + "n_pred": 22726, + "n_ref": 23649 + }, + "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": 955, + "FP": 0, + "IoU": 0.0, + "TN": 349509, + "TP": 0, + "n_pred": 0, + "n_ref": 955 + }, + "7": { + "Dice": 0.80143892734507, + "FN": 503, + "FP": 6783, + "IoU": 0.6686675761709868, + "TN": 328474, + "TP": 14704, + "n_pred": 21487, + "n_ref": 15207 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.761163419408968, + "FN": 2688, + "FP": 2436, + "IoU": 0.614417939649334, + "TN": 337175, + "TP": 8165, + "n_pred": 10601, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7176841501862998, + "FN": 2384, + "FP": 571, + "IoU": 0.5596781403665624, + "TN": 343753, + "TP": 3756, + "n_pred": 4327, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3090, + "IoU": 0.0, + "TN": 347374, + "TP": 0, + "n_pred": 3090, + "n_ref": 0 + }, + "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": 0.9599923123738748, + "FN": 563, + "FP": 686, + "IoU": 0.9230627078970063, + "TN": 334230, + "TP": 14985, + "n_pred": 15671, + "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": 0.8180838784147749, + "FN": 9227, + "FP": 229, + "IoU": 0.6921674588189335, + "TN": 319746, + "TP": 21262, + "n_pred": 21491, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9474418807519518, + "FN": 241, + "FP": 964, + "IoU": 0.9001326040112714, + "TN": 338398, + "TP": 10861, + "n_pred": 11825, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0027.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": 0.876020975213146, + "FN": 371, + "FP": 16250, + "IoU": 0.7793926362453877, + "TN": 450354, + "TP": 58721, + "n_pred": 74971, + "n_ref": 59092 + }, + "15": { + "Dice": 0.7894009570357481, + "FN": 15685, + "FP": 775, + "IoU": 0.6520746580988818, + "TN": 478387, + "TP": 30849, + "n_pred": 31624, + "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": 0.9240670033255327, + "FN": 1037, + "FP": 1429, + "IoU": 0.8588518115734646, + "TN": 508225, + "TP": 15005, + "n_pred": 16434, + "n_ref": 16042 + }, + "5": { + "Dice": 0.8609318488050492, + "FN": 944, + "FP": 1017, + "IoU": 0.7558211928775993, + "TN": 517665, + "TP": 6070, + "n_pred": 7087, + "n_ref": 7014 + }, + "6": { + "Dice": 0.9444658805905785, + "FN": 7908, + "FP": 11666, + "IoU": 0.8947753210659012, + "TN": 339675, + "TP": 166447, + "n_pred": 178113, + "n_ref": 174355 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "8": { + "Dice": 0.743046776232617, + "FN": 159, + "FP": 1467, + "IoU": 0.5911491073673624, + "TN": 521719, + "TP": 2351, + "n_pred": 3818, + "n_ref": 2510 + }, + "9": { + "Dice": 0.6207896346297597, + "FN": 7733, + "FP": 9008, + "IoU": 0.4501051110235186, + "TN": 495252, + "TP": 13703, + "n_pred": 22711, + "n_ref": 21436 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0035.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": 0.598742735144111, + "FN": 2757, + "FP": 626, + "IoU": 0.42728965633993565, + "TN": 344557, + "TP": 2524, + "n_pred": 3150, + "n_ref": 5281 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "13": { + "Dice": 0.8310291858678955, + "FN": 653, + "FP": 227, + "IoU": 0.7109067017082786, + "TN": 347420, + "TP": 2164, + "n_pred": 2391, + "n_ref": 2817 + }, + "14": { + "Dice": 0.9458294599847883, + "FN": 714, + "FP": 568, + "IoU": 0.8972262305595639, + "TN": 337990, + "TP": 11192, + "n_pred": 11760, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9500978473581213, + "FN": 1232, + "FP": 604, + "IoU": 0.9049394221808015, + "TN": 331150, + "TP": 17478, + "n_pred": 18082, + "n_ref": 18710 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 350128, + "TP": 0, + "n_pred": 336, + "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": 0.9725513958017745, + "FN": 1390, + "FP": 1781, + "IoU": 0.9465693873424547, + "TN": 291116, + "TP": 56177, + "n_pred": 57958, + "n_ref": 57567 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.894662638469285, + "FN": 401, + "FP": 122, + "IoU": 0.809402332361516, + "TN": 347720, + "TP": 2221, + "n_pred": 2343, + "n_ref": 2622 + }, + "9": { + "Dice": 0.8452845284528453, + "FN": 1203, + "FP": 1891, + "IoU": 0.7320284081067037, + "TN": 338918, + "TP": 8452, + "n_pred": 10343, + "n_ref": 9655 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6971428571428572, + "FN": 53, + "FP": 0, + "IoU": 0.5350877192982456, + "TN": 350350, + "TP": 61, + "n_pred": 61, + "n_ref": 114 + }, + "10": { + "Dice": 0.8040769103630654, + "FN": 9049, + "FP": 8732, + "IoU": 0.6723483452495025, + "TN": 296196, + "TP": 36487, + "n_pred": 45219, + "n_ref": 45536 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7337696063155708, + "FN": 1450, + "FP": 1113, + "IoU": 0.5794913863822806, + "TN": 344369, + "TP": 3532, + "n_pred": 4645, + "n_ref": 4982 + }, + "13": { + "Dice": 0.7914671877544374, + "FN": 7020, + "FP": 5786, + "IoU": 0.6548992131076857, + "TN": 313356, + "TP": 24302, + "n_pred": 30088, + "n_ref": 31322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.86709502874535, + "FN": 329, + "FP": 64, + "IoU": 0.7653731343283582, + "TN": 348789, + "TP": 1282, + "n_pred": 1346, + "n_ref": 1611 + }, + "3": { + "Dice": 0.9484649930059633, + "FN": 742, + "FP": 658, + "IoU": 0.9019813764615277, + "TN": 336181, + "TP": 12883, + "n_pred": 13541, + "n_ref": 13625 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9203946479253953, + "FN": 262, + "FP": 327, + "IoU": 0.8525287931897847, + "TN": 346470, + "TP": 3405, + "n_pred": 3732, + "n_ref": 3667 + }, + "7": { + "Dice": 0.8691744846221574, + "FN": 2210, + "FP": 2099, + "IoU": 0.7686194490683563, + "TN": 331841, + "TP": 14314, + "n_pred": 16413, + "n_ref": 16524 + }, + "8": { + "Dice": 0.9254526091586794, + "FN": 794, + "FP": 326, + "IoU": 0.8612487611496531, + "TN": 342392, + "TP": 6952, + "n_pred": 7278, + "n_ref": 7746 + }, + "9": { + "Dice": 0.8876612705849446, + "FN": 1122, + "FP": 2091, + "IoU": 0.7980134531967058, + "TN": 334557, + "TP": 12694, + "n_pred": 14785, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9335136963138316, + "FN": 1610, + "FP": 1339, + "IoU": 0.8753170979198377, + "TN": 326812, + "TP": 20703, + "n_pred": 22042, + "n_ref": 22313 + }, + "10": { + "Dice": 0.6818486269256531, + "FN": 409, + "FP": 66, + "IoU": 0.5172764227642277, + "TN": 349480, + "TP": 509, + "n_pred": 575, + "n_ref": 918 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7016129032258065, + "FN": 62, + "FP": 86, + "IoU": 0.5403726708074534, + "TN": 350142, + "TP": 174, + "n_pred": 260, + "n_ref": 236 + }, + "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": 0.9379055859524112, + "FN": 133, + "FP": 843, + "IoU": 0.8830717623098119, + "TN": 342117, + "TP": 7371, + "n_pred": 8214, + "n_ref": 7504 + }, + "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": 198, + "FP": 0, + "IoU": 0.0, + "TN": 350266, + "TP": 0, + "n_pred": 0, + "n_ref": 198 + }, + "7": { + "Dice": 0.9011372721784392, + "FN": 3038, + "FP": 3021, + "IoU": 0.8200635524010335, + "TN": 316791, + "TP": 27614, + "n_pred": 30635, + "n_ref": 30652 + }, + "8": { + "Dice": 0.7547169811320755, + "FN": 20, + "FP": 32, + "IoU": 0.6060606060606061, + "TN": 350332, + "TP": 80, + "n_pred": 112, + "n_ref": 100 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941248875633196, + "FN": 775, + "FP": 466, + "IoU": 0.8890180647469147, + "TN": 339282, + "TP": 9941, + "n_pred": 10407, + "n_ref": 10716 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "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": 0.7788395231996847, + "FN": 2244, + "FP": 1, + "IoU": 0.637786382704098, + "TN": 344266, + "TP": 3953, + "n_pred": 3954, + "n_ref": 6197 + }, + "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": 0.9820484875902202, + "FN": 1127, + "FP": 619, + "IoU": 0.9647301228183581, + "TN": 300960, + "TP": 47758, + "n_pred": 48377, + "n_ref": 48885 + }, + "7": { + "Dice": 0.2912793271359008, + "FN": 594, + "FP": 1007, + "IoU": 0.17046632124352332, + "TN": 348534, + "TP": 329, + "n_pred": 1336, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7527506746937929, + "FN": 7326, + "FP": 1011, + "IoU": 0.6035286284953395, + "TN": 329436, + "TP": 12691, + "n_pred": 13702, + "n_ref": 20017 + }, + "11": { + "Dice": 0.6036217303822937, + "FN": 138, + "FP": 59, + "IoU": 0.4322766570605187, + "TN": 350117, + "TP": 150, + "n_pred": 209, + "n_ref": 288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 350284, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "13": { + "Dice": 0.8226330313316564, + "FN": 4732, + "FP": 2531, + "IoU": 0.6987057164191488, + "TN": 326358, + "TP": 16843, + "n_pred": 19374, + "n_ref": 21575 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9125090383224873, + "FN": 1236, + "FP": 95, + "IoU": 0.839095744680851, + "TN": 342192, + "TP": 6941, + "n_pred": 7036, + "n_ref": 8177 + }, + "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": 0.8735976410421802, + "FN": 15943, + "FP": 518, + "IoU": 0.7755644633507853, + "TN": 277120, + "TP": 56883, + "n_pred": 57401, + "n_ref": 72826 + }, + "7": { + "Dice": 0.47258406543471676, + "FN": 1290, + "FP": 451, + "IoU": 0.3094010313367711, + "TN": 347943, + "TP": 780, + "n_pred": 1231, + "n_ref": 2070 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9356492725889943, + "FN": 443, + "FP": 2180, + "IoU": 0.8790798451041859, + "TN": 328772, + "TP": 19069, + "n_pred": 21249, + "n_ref": 19512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617667709197677, + "FN": 358, + "FP": 241, + "IoU": 0.9263494405508422, + "TN": 517563, + "TP": 7534, + "n_pred": 7775, + "n_ref": 7892 + }, + "10": { + "Dice": 0.7437211171388387, + "FN": 4975, + "FP": 127, + "IoU": 0.5920031987205118, + "TN": 513191, + "TP": 7403, + "n_pred": 7530, + "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": 0.0, + "FN": 338, + "FP": 0, + "IoU": 0.0, + "TN": 525358, + "TP": 0, + "n_pred": 0, + "n_ref": 338 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9517394993635978, + "FN": 1924, + "FP": 2626, + "IoU": 0.9079226955377921, + "TN": 476281, + "TP": 44865, + "n_pred": 47491, + "n_ref": 46789 + }, + "3": { + "Dice": 0.9505885688145509, + "FN": 6405, + "FP": 1264, + "IoU": 0.9058302021169479, + "TN": 444258, + "TP": 73769, + "n_pred": 75033, + "n_ref": 80174 + }, + "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": 0.9793567749523462, + "FN": 1221, + "FP": 306, + "IoU": 0.9595485973138361, + "TN": 487947, + "TP": 36222, + "n_pred": 36528, + "n_ref": 37443 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 525622, + "TP": 0, + "n_pred": 74, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49463161791928917, + "FN": 1211, + "FP": 154, + "IoU": 0.32857845548450565, + "TN": 523663, + "TP": 668, + "n_pred": 822, + "n_ref": 1879 + }, + "10": { + "Dice": 0.5463210507962338, + "FN": 6839, + "FP": 967, + "IoU": 0.37581960658883734, + "TN": 513190, + "TP": 4700, + "n_pred": 5667, + "n_ref": 11539 + }, + "11": { + "Dice": 0.6832426832426832, + "FN": 1079, + "FP": 144, + "IoU": 0.518882769472856, + "TN": 523154, + "TP": 1319, + "n_pred": 1463, + "n_ref": 2398 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 525627, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "13": { + "Dice": 0.8412814869161164, + "FN": 2199, + "FP": 1695, + "IoU": 0.7260447446179823, + "TN": 511482, + "TP": 10320, + "n_pred": 12015, + "n_ref": 12519 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8385460693153001, + "FN": 127, + "FP": 255, + "IoU": 0.7219796215429404, + "TN": 524322, + "TP": 992, + "n_pred": 1247, + "n_ref": 1119 + }, + "3": { + "Dice": 0.9427047841559313, + "FN": 1143, + "FP": 4154, + "IoU": 0.8916192658673323, + "TN": 476822, + "TP": 43577, + "n_pred": 47731, + "n_ref": 44720 + }, + "4": { + "Dice": 0.3487179487179487, + "FN": 254, + "FP": 0, + "IoU": 0.2111801242236025, + "TN": 525374, + "TP": 68, + "n_pred": 68, + "n_ref": 322 + }, + "5": { + "Dice": 0.5586644721373148, + "FN": 2849, + "FP": 905, + "IoU": 0.38760195758564436, + "TN": 519566, + "TP": 2376, + "n_pred": 3281, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9193548387096774, + "FN": 7225, + "FP": 2655, + "IoU": 0.8507462686567164, + "TN": 459500, + "TP": 56316, + "n_pred": 58971, + "n_ref": 63541 + }, + "7": { + "Dice": 0.6916629907366564, + "FN": 840, + "FP": 1257, + "IoU": 0.528658125421443, + "TN": 521247, + "TP": 2352, + "n_pred": 3609, + "n_ref": 3192 + }, + "8": { + "Dice": 0.9526083213773314, + "FN": 1411, + "FP": 2718, + "IoU": 0.9095053367523616, + "TN": 480069, + "TP": 41498, + "n_pred": 44216, + "n_ref": 42909 + }, + "9": { + "Dice": 0.8792104388538069, + "FN": 2040, + "FP": 6319, + "IoU": 0.7844563059230035, + "TN": 486915, + "TP": 30422, + "n_pred": 36741, + "n_ref": 32462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 0, + "FP": 3050, + "IoU": 0.0, + "TN": 522646, + "TP": 0, + "n_pred": 3050, + "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": 0.8313019797354123, + "FN": 12384, + "FP": 253, + "IoU": 0.7113060562447171, + "TN": 481923, + "TP": 31136, + "n_pred": 31389, + "n_ref": 43520 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10617, + "IoU": 0.0, + "TN": 515079, + "TP": 0, + "n_pred": 10617, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0625, + "FN": 8550, + "FP": 60, + "IoU": 0.03225806451612903, + "TN": 516799, + "TP": 287, + "n_pred": 347, + "n_ref": 8837 + }, + "6": { + "Dice": 0.985520640788663, + "FN": 383, + "FP": 463, + "IoU": 0.9714546006680839, + "TN": 496059, + "TP": 28791, + "n_pred": 29254, + "n_ref": 29174 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1114, + "FP": 432, + "IoU": 0.0, + "TN": 524150, + "TP": 0, + "n_pred": 432, + "n_ref": 1114 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.5511039625676268, + "FN": 4790, + "FP": 1350, + "IoU": 0.38036128771823596, + "TN": 515787, + "TP": 3769, + "n_pred": 5119, + "n_ref": 8559 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43658691509633707, + "FN": 10132, + "FP": 512, + "IoU": 0.27925243770314195, + "TN": 510928, + "TP": 4124, + "n_pred": 4636, + "n_ref": 14256 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9423670197087893, + "FN": 1050, + "FP": 1883, + "IoU": 0.8910151605231866, + "TN": 498784, + "TP": 23979, + "n_pred": 25862, + "n_ref": 25029 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9867470839728412, + "FN": 3442, + "FP": 1713, + "IoU": 0.9738408529252066, + "TN": 328633, + "TP": 191908, + "n_pred": 193621, + "n_ref": 195350 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.973156258830178, + "FN": 827, + "FP": 28, + "IoU": 0.9477160154100165, + "TN": 509343, + "TP": 15498, + "n_pred": 15526, + "n_ref": 16325 + }, + "9": { + "Dice": 0.9477304964539007, + "FN": 1264, + "FP": 210, + "IoU": 0.9006537709779605, + "TN": 510859, + "TP": 13363, + "n_pred": 13573, + "n_ref": 14627 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8374079796419158, + "FN": 2943, + "FP": 4213, + "IoU": 0.7202939337085679, + "TN": 500112, + "TP": 18428, + "n_pred": 22641, + "n_ref": 21371 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6346051134384506, + "FN": 13411, + "FP": 2324, + "IoU": 0.464777713527671, + "TN": 496297, + "TP": 13664, + "n_pred": 15988, + "n_ref": 27075 + }, + "14": { + "Dice": 0.9254846249026167, + "FN": 982, + "FP": 2270, + "IoU": 0.8613042180236278, + "TN": 502249, + "TP": 20195, + "n_pred": 22465, + "n_ref": 21177 + }, + "15": { + "Dice": 0.6686939288037641, + "FN": 7933, + "FP": 13966, + "IoU": 0.5022841428214277, + "TN": 481697, + "TP": 22100, + "n_pred": 36066, + "n_ref": 30033 + }, + "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": 0.2822719449225473, + "FN": 381, + "FP": 1704, + "IoU": 0.16432865731462926, + "TN": 523201, + "TP": 410, + "n_pred": 2114, + "n_ref": 791 + }, + "8": { + "Dice": 0.9468360675959048, + "FN": 122, + "FP": 740, + "IoU": 0.8990395877254627, + "TN": 517158, + "TP": 7676, + "n_pred": 8416, + "n_ref": 7798 + }, + "9": { + "Dice": 0.5151018249140439, + "FN": 7299, + "FP": 1868, + "IoU": 0.3468937019093759, + "TN": 511660, + "TP": 4869, + "n_pred": 6737, + "n_ref": 12168 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8720372093023255, + "FN": 1526, + "FP": 1913, + "IoU": 0.7731081348551824, + "TN": 335307, + "TP": 11718, + "n_pred": 13631, + "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": 0.7226547037867792, + "FN": 6730, + "FP": 1678, + "IoU": 0.5657473401508109, + "TN": 331102, + "TP": 10954, + "n_pred": 12632, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2574, + "IoU": 0.0, + "TN": 347890, + "TP": 0, + "n_pred": 2574, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9395293919203845, + "FN": 1153, + "FP": 281, + "IoU": 0.8859551455384126, + "TN": 337890, + "TP": 11140, + "n_pred": 11421, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 510, + "IoU": 0.0, + "TN": 349954, + "TP": 0, + "n_pred": 510, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 13, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 13, + "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": 0.0368474923234391, + "FN": 7447, + "FP": 81, + "IoU": 0.018769551616266946, + "TN": 342792, + "TP": 144, + "n_pred": 225, + "n_ref": 7591 + }, + "8": { + "Dice": 0.7850467289719626, + "FN": 17, + "FP": 6, + "IoU": 0.6461538461538462, + "TN": 350399, + "TP": 42, + "n_pred": 48, + "n_ref": 59 + }, + "9": { + "Dice": 0.7357691975468601, + "FN": 458, + "FP": 2601, + "IoU": 0.5819896146488112, + "TN": 343146, + "TP": 4259, + "n_pred": 6860, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 350241, + "TP": 0, + "n_pred": 223, + "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": 521, + "IoU": 0.0, + "TN": 349943, + "TP": 0, + "n_pred": 521, + "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": 0.8513727143384097, + "FN": 10786, + "FP": 496, + "IoU": 0.7412088542264021, + "TN": 306869, + "TP": 32313, + "n_pred": 32809, + "n_ref": 43099 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8776, + "IoU": 0.0, + "TN": 341688, + "TP": 0, + "n_pred": 8776, + "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": 0.9719637067618314, + "FN": 1978, + "FP": 426, + "IoU": 0.9454566080544526, + "TN": 306389, + "TP": 41671, + "n_pred": 42097, + "n_ref": 43649 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44720965309200605, + "FN": 1452, + "FP": 14, + "IoU": 0.28800388538125304, + "TN": 698869, + "TP": 593, + "n_pred": 607, + "n_ref": 2045 + }, + "10": { + "Dice": 0.9053207176210372, + "FN": 4135, + "FP": 2029, + "IoU": 0.8270191390245272, + "TN": 665294, + "TP": 29470, + "n_pred": 31499, + "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": 0.736958396206079, + "FN": 2898, + "FP": 6864, + "IoU": 0.5834791142211034, + "TN": 677491, + "TP": 13675, + "n_pred": 20539, + "n_ref": 16573 + }, + "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": 0.7149292149292149, + "FN": 852, + "FP": 34, + "IoU": 0.556334501752629, + "TN": 698931, + "TP": 1111, + "n_pred": 1145, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 767, + "IoU": 0.0, + "TN": 700161, + "TP": 0, + "n_pred": 767, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7173400176938957, + "FN": 1920, + "FP": 1914, + "IoU": 0.5592596850212668, + "TN": 692229, + "TP": 4865, + "n_pred": 6779, + "n_ref": 6785 + }, + "6": { + "Dice": 0.9129804205946338, + "FN": 206, + "FP": 274, + "IoU": 0.8398932621747832, + "TN": 697930, + "TP": 2518, + "n_pred": 2792, + "n_ref": 2724 + }, + "7": { + "Dice": 0.47619047619047616, + "FN": 0, + "FP": 11, + "IoU": 0.3125, + "TN": 700912, + "TP": 5, + "n_pred": 16, + "n_ref": 5 + }, + "8": { + "Dice": 0.9334409934429425, + "FN": 2809, + "FP": 1972, + "IoU": 0.875189265389234, + "TN": 662622, + "TP": 33525, + "n_pred": 35497, + "n_ref": 36334 + }, + "9": { + "Dice": 0.9411826433705861, + "FN": 1054, + "FP": 1188, + "IoU": 0.8888999008919722, + "TN": 680748, + "TP": 17938, + "n_pred": 19126, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8489065606361829, + "FN": 160, + "FP": 144, + "IoU": 0.7374784110535406, + "TN": 524538, + "TP": 854, + "n_pred": 998, + "n_ref": 1014 + }, + "10": { + "Dice": 0.9211740815949788, + "FN": 592, + "FP": 262, + "IoU": 0.8538672142368241, + "TN": 519852, + "TP": 4990, + "n_pred": 5252, + "n_ref": 5582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8615534929164631, + "FN": 922, + "FP": 495, + "IoU": 0.7567799519395811, + "TN": 519870, + "TP": 4409, + "n_pred": 4904, + "n_ref": 5331 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 525634, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "14": { + "Dice": 0.37413802042826777, + "FN": 7802, + "FP": 4269, + "IoU": 0.23011671662733593, + "TN": 510017, + "TP": 3608, + "n_pred": 7877, + "n_ref": 11410 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9741370045042844, + "FN": 1183, + "FP": 1464, + "IoU": 0.949578071127874, + "TN": 473199, + "TP": 49850, + "n_pred": 51314, + "n_ref": 51033 + }, + "3": { + "Dice": 0.9555796316359697, + "FN": 344, + "FP": 1829, + "IoU": 0.9149377593360996, + "TN": 500150, + "TP": 23373, + "n_pred": 25202, + "n_ref": 23717 + }, + "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": 0.9456902592852138, + "FN": 181, + "FP": 129, + "IoU": 0.8969757394483217, + "TN": 522687, + "TP": 2699, + "n_pred": 2828, + "n_ref": 2880 + }, + "7": { + "Dice": 0.8879325334724396, + "FN": 205, + "FP": 2373, + "IoU": 0.798452036588226, + "TN": 512905, + "TP": 10213, + "n_pred": 12586, + "n_ref": 10418 + }, + "8": { + "Dice": 0.9776215658454792, + "FN": 430, + "FP": 264, + "IoU": 0.9562227969469501, + "TN": 509843, + "TP": 15159, + "n_pred": 15423, + "n_ref": 15589 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.5020463847203275, + "FN": 651, + "FP": 79, + "IoU": 0.33515482695810567, + "TN": 349366, + "TP": 368, + "n_pred": 447, + "n_ref": 1019 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7813814241927436, + "FN": 1503, + "FP": 1564, + "IoU": 0.6412026204960225, + "TN": 341916, + "TP": 5481, + "n_pred": 7045, + "n_ref": 6984 + }, + "14": { + "Dice": 0.7361510770413691, + "FN": 2405, + "FP": 42891, + "IoU": 0.5824676222519243, + "TN": 241979, + "TP": 63189, + "n_pred": 106080, + "n_ref": 65594 + }, + "15": { + "Dice": 0.08083989501312336, + "FN": 138, + "FP": 1613, + "IoU": 0.04212253829321663, + "TN": 348636, + "TP": 77, + "n_pred": 1690, + "n_ref": 215 + }, + "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": 12453, + "FP": 23, + "IoU": 0.0, + "TN": 337988, + "TP": 0, + "n_pred": 23, + "n_ref": 12453 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9311770262610995, + "FN": 3132, + "FP": 5975, + "IoU": 0.8712172634198767, + "TN": 279748, + "TP": 61609, + "n_pred": 67584, + "n_ref": 64741 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2335, + "IoU": 0.0, + "TN": 348129, + "TP": 0, + "n_pred": 2335, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8205128205128205, + "FN": 58, + "FP": 467, + "IoU": 0.6956521739130435, + "TN": 348739, + "TP": 1200, + "n_pred": 1667, + "n_ref": 1258 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763970598608936, + "FN": 1214, + "FP": 459, + "IoU": 0.9538826253549081, + "TN": 489419, + "TP": 34604, + "n_pred": 35063, + "n_ref": 35818 + }, + "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": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.972169988717563, + "FN": 613, + "FP": 127, + "IoU": 0.9458470545188438, + "TN": 512031, + "TP": 12925, + "n_pred": 13052, + "n_ref": 13538 + }, + "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": 273, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "8": { + "Dice": 0.8911945542380325, + "FN": 1435, + "FP": 547, + "IoU": 0.8037429448460244, + "TN": 515597, + "TP": 8117, + "n_pred": 8664, + "n_ref": 9552 + }, + "9": { + "Dice": 0.9321382842509603, + "FN": 1618, + "FP": 78, + "IoU": 0.8729016786570744, + "TN": 512352, + "TP": 11648, + "n_pred": 11726, + "n_ref": 13266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94516338210832, + "FN": 1587, + "FP": 2303, + "IoU": 0.8960282247287111, + "TN": 488282, + "TP": 33524, + "n_pred": 35827, + "n_ref": 35111 + }, + "10": { + "Dice": 0.13793103448275862, + "FN": 75, + "FP": 0, + "IoU": 0.07407407407407407, + "TN": 525615, + "TP": 6, + "n_pred": 6, + "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": 163, + "IoU": 0.0, + "TN": 525533, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "13": { + "Dice": 0.7785665457222485, + "FN": 3019, + "FP": 1192, + "IoU": 0.6374203547442742, + "TN": 514082, + "TP": 7403, + "n_pred": 8595, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9075517559299304, + "FN": 1814, + "FP": 392, + "IoU": 0.8307503452508823, + "TN": 512662, + "TP": 10828, + "n_pred": 11220, + "n_ref": 12642 + }, + "15": { + "Dice": 0.8191677607169359, + "FN": 5955, + "FP": 381, + "IoU": 0.69372069415575, + "TN": 505009, + "TP": 14351, + "n_pred": 14732, + "n_ref": 20306 + }, + "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": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.8567855620292738, + "FN": 2780, + "FP": 2259, + "IoU": 0.7494530628480509, + "TN": 505584, + "TP": 15073, + "n_pred": 17332, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.952787219110787, + "FN": 2336, + "FP": 1095, + "IoU": 0.9098315418780059, + "TN": 487645, + "TP": 34620, + "n_pred": 35715, + "n_ref": 36956 + }, + "7": { + "Dice": 0.8991119522492357, + "FN": 2236, + "FP": 2615, + "IoU": 0.8167151547209733, + "TN": 499229, + "TP": 21616, + "n_pred": 24231, + "n_ref": 23852 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0299.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": 1002, + "IoU": 0.0, + "TN": 349462, + "TP": 0, + "n_pred": 1002, + "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": 5308, + "IoU": 0.0, + "TN": 345156, + "TP": 0, + "n_pred": 5308, + "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": 4289, + "IoU": 0.0, + "TN": 346175, + "TP": 0, + "n_pred": 4289, + "n_ref": 0 + }, + "3": { + "Dice": 0.9079372255231206, + "FN": 5362, + "FP": 340, + "IoU": 0.8313965522339514, + "TN": 316645, + "TP": 28117, + "n_pred": 28457, + "n_ref": 33479 + }, + "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": 372, + "IoU": 0.0, + "TN": 350092, + "TP": 0, + "n_pred": 372, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9340407797668662, + "FN": 10468, + "FP": 136, + "IoU": 0.8762443834976951, + "TN": 615243, + "TP": 75081, + "n_pred": 75217, + "n_ref": 85549 + }, + "10": { + "Dice": 0.47686832740213525, + "FN": 755, + "FP": 568, + "IoU": 0.3130841121495327, + "TN": 699002, + "TP": 603, + "n_pred": 1171, + "n_ref": 1358 + }, + "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": 805, + "IoU": 0.0, + "TN": 700123, + "TP": 0, + "n_pred": 805, + "n_ref": 0 + }, + "13": { + "Dice": 0.6244575836780267, + "FN": 7746, + "FP": 7053, + "IoU": 0.45397188503117736, + "TN": 673825, + "TP": 12304, + "n_pred": 19357, + "n_ref": 20050 + }, + "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": 0.8558031027644932, + "FN": 11968, + "FP": 394, + "IoU": 0.747950903233699, + "TN": 651882, + "TP": 36684, + "n_pred": 37078, + "n_ref": 48652 + }, + "3": { + "Dice": 0.26999593991067805, + "FN": 104, + "FP": 10684, + "IoU": 0.15606665102088713, + "TN": 688145, + "TP": 1995, + "n_pred": 12679, + "n_ref": 2099 + }, + "4": { + "Dice": 0.7953576504026527, + "FN": 7167, + "FP": 609, + "IoU": 0.6602438065277232, + "TN": 678041, + "TP": 15111, + "n_pred": 15720, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8376174083253397, + "FN": 32778, + "FP": 571, + "IoU": 0.7206038823401278, + "TN": 581567, + "TP": 86012, + "n_pred": 86583, + "n_ref": 118790 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 644, + "IoU": 0.0, + "TN": 698161, + "TP": 0, + "n_pred": 644, + "n_ref": 2123 + }, + "8": { + "Dice": 0.5653333333333334, + "FN": 155, + "FP": 823, + "IoU": 0.3940520446096654, + "TN": 699314, + "TP": 636, + "n_pred": 1459, + "n_ref": 791 + }, + "9": { + "Dice": 0.1464773043720412, + "FN": 3065, + "FP": 0, + "IoU": 0.0790264423076923, + "TN": 697600, + "TP": 263, + "n_pred": 263, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8360307773945344, + "FN": 594, + "FP": 1878, + "IoU": 0.7182584909961249, + "TN": 341690, + "TP": 6302, + "n_pred": 8180, + "n_ref": 6896 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.694208070271754, + "FN": 1713, + "FP": 515, + "IoU": 0.5316375867143157, + "TN": 345707, + "TP": 2529, + "n_pred": 3044, + "n_ref": 4242 + }, + "13": { + "Dice": 0.6089678165612029, + "FN": 713, + "FP": 5034, + "IoU": 0.43778125611426333, + "TN": 340242, + "TP": 4475, + "n_pred": 9509, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9619147534584136, + "FN": 1115, + "FP": 446, + "IoU": 0.9266240481338723, + "TN": 329190, + "TP": 19713, + "n_pred": 20159, + "n_ref": 20828 + }, + "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": 0.9627793613417607, + "FN": 213, + "FP": 688, + "IoU": 0.9282300462004142, + "TN": 337910, + "TP": 11653, + "n_pred": 12341, + "n_ref": 11866 + }, + "8": { + "Dice": 0.9553822152886116, + "FN": 620, + "FP": 1954, + "IoU": 0.9145758661887694, + "TN": 320332, + "TP": 27558, + "n_pred": 29512, + "n_ref": 28178 + }, + "9": { + "Dice": 0.9364470391993328, + "FN": 207, + "FP": 174, + "IoU": 0.8804893350062736, + "TN": 347276, + "TP": 2807, + "n_pred": 2981, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.21553707308440984, + "FN": 4077, + "FP": 356, + "IoU": 0.12078540261800873, + "TN": 520654, + "TP": 609, + "n_pred": 965, + "n_ref": 4686 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4656778713572334, + "FN": 6984, + "FP": 185, + "IoU": 0.3035072379286894, + "TN": 515403, + "TP": 3124, + "n_pred": 3309, + "n_ref": 10108 + }, + "14": { + "Dice": 0.061403007260877024, + "FN": 25636, + "FP": 7198, + "IoU": 0.0316739412528017, + "TN": 491788, + "TP": 1074, + "n_pred": 8272, + "n_ref": 26710 + }, + "15": { + "Dice": 0.0, + "FN": 51092, + "FP": 0, + "IoU": 0.0, + "TN": 474604, + "TP": 0, + "n_pred": 0, + "n_ref": 51092 + }, + "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": 0.7254254392000367, + "FN": 9924, + "FP": 2048, + "IoU": 0.5691510418541045, + "TN": 497909, + "TP": 15815, + "n_pred": 17863, + "n_ref": 25739 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8715328467153285, + "FN": 1171, + "FP": 14493, + "IoU": 0.7723156532988357, + "TN": 456899, + "TP": 53133, + "n_pred": 67626, + "n_ref": 54304 + }, + "7": { + "Dice": 0.5920301142263759, + "FN": 11997, + "FP": 575, + "IoU": 0.4204849267078455, + "TN": 504002, + "TP": 9122, + "n_pred": 9697, + "n_ref": 21119 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545343545343545, + "FN": 1652, + "FP": 2444, + "IoU": 0.9130231669250207, + "TN": 478603, + "TP": 42997, + "n_pred": 45441, + "n_ref": 44649 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 525486, + "TP": 0, + "n_pred": 210, + "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": 154, + "IoU": 0.0, + "TN": 525542, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3680, + "FP": 0, + "IoU": 0.0, + "TN": 522016, + "TP": 0, + "n_pred": 0, + "n_ref": 3680 + }, + "14": { + "Dice": 0.8005500550055006, + "FN": 1132, + "FP": 6120, + "IoU": 0.66743098229845, + "TN": 503890, + "TP": 14554, + "n_pred": 20674, + "n_ref": 15686 + }, + "15": { + "Dice": 0.0022959337804362274, + "FN": 16470, + "FP": 43, + "IoU": 0.0011492862327607066, + "TN": 509164, + "TP": 19, + "n_pred": 62, + "n_ref": 16489 + }, + "2": { + "Dice": 0.7561349796003135, + "FN": 36104, + "FP": 297, + "IoU": 0.6078915052674667, + "TN": 432862, + "TP": 56433, + "n_pred": 56730, + "n_ref": 92537 + }, + "3": { + "Dice": 0.0, + "FN": 4, + "FP": 22712, + "IoU": 0.0, + "TN": 502980, + "TP": 0, + "n_pred": 22712, + "n_ref": 4 + }, + "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": 146, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "7": { + "Dice": 0.8981048695504377, + "FN": 200, + "FP": 999, + "IoU": 0.8150547585994139, + "TN": 519213, + "TP": 5284, + "n_pred": 6283, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9181314946100806, + "FN": 586, + "FP": 257, + "IoU": 0.8486535008976661, + "TN": 520126, + "TP": 4727, + "n_pred": 4984, + "n_ref": 5313 + }, + "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_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.4192634560906516, + "FN": 205, + "FP": 0, + "IoU": 0.26523297491039427, + "TN": 525417, + "TP": 74, + "n_pred": 74, + "n_ref": 279 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.398406374501992, + "FN": 151, + "FP": 0, + "IoU": 0.24875621890547264, + "TN": 525495, + "TP": 50, + "n_pred": 50, + "n_ref": 201 + }, + "13": { + "Dice": 0.49411764705882355, + "FN": 2919, + "FP": 5, + "IoU": 0.328125, + "TN": 521344, + "TP": 1428, + "n_pred": 1433, + "n_ref": 4347 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9646574536900911, + "FN": 851, + "FP": 351, + "IoU": 0.9317278200613427, + "TN": 508090, + "TP": 16404, + "n_pred": 16755, + "n_ref": 17255 + }, + "9": { + "Dice": 0.7333333333333333, + "FN": 2, + "FP": 6, + "IoU": 0.5789473684210527, + "TN": 525677, + "TP": 11, + "n_pred": 17, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6876194521129751, + "FN": 9758, + "FP": 2010, + "IoU": 0.523948220064725, + "TN": 500976, + "TP": 12952, + "n_pred": 14962, + "n_ref": 22710 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7436012572968118, + "FN": 1090, + "FP": 52, + "IoU": 0.5918513223731237, + "TN": 522898, + "TP": 1656, + "n_pred": 1708, + "n_ref": 2746 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 525370, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "14": { + "Dice": 0.7293582453290008, + "FN": 3716, + "FP": 4613, + "IoU": 0.5740077741407529, + "TN": 506144, + "TP": 11223, + "n_pred": 15836, + "n_ref": 14939 + }, + "15": { + "Dice": 0.5327043019350711, + "FN": 4326, + "FP": 1518, + "IoU": 0.3630517711171662, + "TN": 516521, + "TP": 3331, + "n_pred": 4849, + "n_ref": 7657 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9770331743037834, + "FN": 86, + "FP": 121, + "IoU": 0.9550976138828633, + "TN": 521086, + "TP": 4403, + "n_pred": 4524, + "n_ref": 4489 + }, + "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": 0.9650141870549815, + "FN": 2345, + "FP": 269, + "IoU": 0.9323936376567955, + "TN": 487031, + "TP": 36051, + "n_pred": 36320, + "n_ref": 38396 + }, + "7": { + "Dice": 0.9456849262149425, + "FN": 1737, + "FP": 372, + "IoU": 0.8969661439249597, + "TN": 505227, + "TP": 18360, + "n_pred": 18732, + "n_ref": 20097 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "9": { + "Dice": 0.8689711765309263, + "FN": 3138, + "FP": 3249, + "IoU": 0.7683015308713633, + "TN": 498130, + "TP": 21179, + "n_pred": 24428, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680276/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5534537256159131, + "FN": 1414.436, + "FP": 1157.0422222222223, + "IoU": 0.4776172580699855, + "TN": 457424.02400000003, + "TP": 7289.831111111111, + "n_pred": 8446.873333333333, + "n_ref": 8704.26711111111 + }, + "mean": { + "1": { + "Dice": 0.6144586358988231, + "FN": 861.0266666666666, + "FP": 1196.9266666666667, + "IoU": 0.5635616245182498, + "TN": 457272.8, + "TP": 7954.58, + "n_pred": 9151.506666666666, + "n_ref": 8815.606666666667 + }, + "10": { + "Dice": 0.5192067670777722, + "FN": 1778.98, + "FP": 1270.2133333333336, + "IoU": 0.42552743043166447, + "TN": 459364.92666666664, + "TP": 4871.213333333333, + "n_pred": 6141.426666666668, + "n_ref": 6650.193333333334 + }, + "11": { + "Dice": 0.47875276002236156, + "FN": 115.62666666666667, + "FP": 115.79333333333334, + "IoU": 0.3642151358535798, + "TN": 466833.0866666666, + "TP": 220.82666666666665, + "n_pred": 336.62, + "n_ref": 336.45333333333326 + }, + "12": { + "Dice": 0.38359023368893774, + "FN": 250.56666666666666, + "FP": 133.73333333333335, + "IoU": 0.29080318200484134, + "TN": 466550.6133333333, + "TP": 350.41999999999996, + "n_pred": 484.1533333333333, + "n_ref": 600.9866666666667 + }, + "13": { + "Dice": 0.3912939288810714, + "FN": 2062.5066666666667, + "FP": 1413.5000000000002, + "IoU": 0.30656248436464956, + "TN": 460805.9800000001, + "TP": 3003.346666666667, + "n_pred": 4416.846666666666, + "n_ref": 5065.8533333333335 + }, + "14": { + "Dice": 0.5752005249660568, + "FN": 1947.0066666666667, + "FP": 980.64, + "IoU": 0.4986736069328388, + "TN": 458740.82, + "TP": 5616.866666666667, + "n_pred": 6597.506666666666, + "n_ref": 7563.873333333334 + }, + "15": { + "Dice": 0.37195296953310447, + "FN": 1433.8, + "FP": 464.33333333333337, + "IoU": 0.3036807810699885, + "TN": 463820.9733333333, + "TP": 1566.2266666666667, + "n_pred": 2030.56, + "n_ref": 3000.026666666667 + }, + "2": { + "Dice": 0.5626538840032751, + "FN": 1371.8200000000002, + "FP": 1067.8466666666666, + "IoU": 0.5177584657903825, + "TN": 457468.63999999996, + "TP": 7377.026666666667, + "n_pred": 8444.873333333333, + "n_ref": 8748.846666666668 + }, + "3": { + "Dice": 0.609916745480817, + "FN": 1162.8466666666666, + "FP": 1361.8733333333334, + "IoU": 0.5618723144620463, + "TN": 456783.9600000001, + "TP": 7976.653333333334, + "n_pred": 9338.526666666667, + "n_ref": 9139.5 + }, + "4": { + "Dice": 0.4638619422825935, + "FN": 917.64, + "FP": 509.68, + "IoU": 0.39143596129361813, + "TN": 462815.42666666664, + "TP": 3042.586666666667, + "n_pred": 3552.2666666666664, + "n_ref": 3960.226666666667 + }, + "5": { + "Dice": 0.4269004638930022, + "FN": 443.34666666666664, + "FP": 229.98000000000002, + "IoU": 0.33112175866961097, + "TN": 466005.3333333333, + "TP": 606.6733333333334, + "n_pred": 836.6533333333333, + "n_ref": 1050.02 + }, + "6": { + "Dice": 0.7869389690991151, + "FN": 2905.8599999999997, + "FP": 5134.613333333333, + "IoU": 0.7341674084649975, + "TN": 416575.54, + "TP": 42669.32000000001, + "n_pred": 47803.933333333334, + "n_ref": 45575.18 + }, + "7": { + "Dice": 0.562667098090925, + "FN": 3943.8399999999992, + "FP": 2208.7133333333336, + "IoU": 0.4853914491697231, + "TN": 448833.9, + "TP": 12298.88, + "n_pred": 14507.593333333334, + "n_ref": 16242.719999999998 + }, + "8": { + "Dice": 0.8302468134893213, + "FN": 858.4866666666667, + "FP": 500.6066666666667, + "IoU": 0.7653465530457224, + "TN": 459303.7733333333, + "TP": 6622.466666666667, + "n_pred": 7123.073333333334, + "n_ref": 7480.953333333333 + }, + "9": { + "Dice": 0.7241641478315195, + "FN": 1163.186666666667, + "FP": 767.18, + "IoU": 0.6241407149778695, + "TN": 460184.5866666666, + "TP": 5170.38, + "n_pred": 5937.5599999999995, + "n_ref": 6333.5666666666675 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_002/summary.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..172e8c0d7f70aacd91069068755cd900de8711a8 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7697481992408638, + "FN": 20930.604, + "FP": 30684.436, + "IoU": 0.6623276608988354, + "TN": 96239685.87333332, + "TP": 165659.92666666667, + "n_pred": 196344.36266666668, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8861214025673628, + "FN": 14831.16, + "FP": 25170.68, + "IoU": 0.8183633616751734, + "TN": 96237502.02, + "TP": 179456.98, + "n_pred": 204627.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7310912883190726, + "FN": 18848.54, + "FP": 16656.98, + "IoU": 0.5993942476598778, + "TN": 96366081.3, + "TP": 55374.02, + "n_pred": 72031.0, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7200805483578664, + "FN": 1077.46, + "FP": 786.2, + "IoU": 0.5767906819100311, + "TN": 96452474.26, + "TP": 2622.92, + "n_pred": 3409.12, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6840070496175862, + "FN": 1576.88, + "FP": 700.24, + "IoU": 0.5351866685622247, + "TN": 96452023.94, + "TP": 2659.78, + "n_pred": 3360.02, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6599956796082261, + "FN": 20225.04, + "FP": 16530.08, + "IoU": 0.5126068073274134, + "TN": 96382572.62, + "TP": 37633.1, + "n_pred": 54163.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.735554504557574, + "FN": 26768.9, + "FP": 52018.24, + "IoU": 0.6270317043396033, + "TN": 96266584.46, + "TP": 111589.24, + "n_pred": 163607.48, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.522926783130678, + "FN": 13391.64, + "FP": 52178.78, + "IoU": 0.3986865150231936, + "TN": 96350735.02, + "TP": 40655.4, + "n_pred": 92834.18, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8398157829710474, + "FN": 27064.82, + "FP": 17016.9, + "IoU": 0.7570920238465974, + "TN": 96283102.24, + "TP": 129776.88, + "n_pred": 146793.78, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.881541197249581, + "FN": 11044.06, + "FP": 34768.68, + "IoU": 0.8010036755514789, + "TN": 96258789.58, + "TP": 152358.52, + "n_pred": 187127.2, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6884907988626177, + "FN": 5546.92, + "FP": 8833.48, + "IoU": 0.5879152572027517, + "TN": 96421549.86, + "TP": 21030.58, + "n_pred": 29864.06, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7168827259657935, + "FN": 7265.04, + "FP": 2460.02, + "IoU": 0.5786515620535092, + "TN": 96437348.66, + "TP": 9887.12, + "n_pred": 12347.14, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9368238919135708, + "FN": 71086.86, + "FP": 116537.14, + "IoU": 0.8859185662188657, + "TN": 94981200.08, + "TP": 1288136.76, + "n_pred": 1404673.9, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7574237661607559, + "FN": 71966.88, + "FP": 94089.32, + "IoU": 0.6350328159137935, + "TN": 96023946.86, + "TP": 266957.78, + "n_pred": 361047.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9108001348179183, + "FN": 13932.22, + "FP": 13110.82, + "IoU": 0.8393352171227951, + "TN": 96311480.84, + "TP": 118436.96, + "n_pred": 131547.78, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8746674345133069, + "FN": 9332.64, + "FP": 9408.98, + "IoU": 0.7819058090752216, + "TN": 96369896.36, + "TP": 68322.86, + "n_pred": 77731.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9365665380097332, + "FN": 3394, + "FP": 8702, + "IoU": 0.8807006469938456, + "TN": 119491928, + "TP": 89296, + "n_pred": 97998, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7564382903897688, + "FN": 17045, + "FP": 20492, + "IoU": 0.6082836778778423, + "TN": 119497493, + "TP": 58290, + "n_pred": 78782, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7589876330169687, + "FN": 907, + "FP": 769, + "IoU": 0.6115874855156431, + "TN": 119589005, + "TP": 2639, + "n_pred": 3408, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7539493124218661, + "FN": 1148, + "FP": 1017, + "IoU": 0.6050711419190077, + "TN": 119587838, + "TP": 3317, + "n_pred": 4334, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5979401667484061, + "FN": 19229, + "FP": 25860, + "IoU": 0.42647264586539807, + "TN": 119514703, + "TP": 33528, + "n_pred": 59388, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3949357704507614, + "FN": 182492, + "FP": 16654, + "IoU": 0.24605605382014772, + "TN": 119329181, + "TP": 64993, + "n_pred": 81647, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 216312, + "IoU": 0.0, + "TN": 119344145, + "TP": 0, + "n_pred": 216312, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9541131483478772, + "FN": 4564, + "FP": 8540, + "IoU": 0.9122527421018093, + "TN": 119443982, + "TP": 136234, + "n_pred": 144774, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8876108341487746, + "FN": 7556, + "FP": 33677, + "IoU": 0.7979319301168802, + "TN": 119389265, + "TP": 162822, + "n_pred": 196499, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7438060704121582, + "FN": 26217, + "FP": 9251, + "IoU": 0.592110861940084, + "TN": 119506365, + "TP": 51487, + "n_pred": 60738, + "n_ref": 77704 + }, + "5": { + "Dice": 0.03472315323769942, + "FN": 62969, + "FP": 9031, + "IoU": 0.017668326625281398, + "TN": 119520025, + "TP": 1295, + "n_pred": 10326, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9599227526891033, + "FN": 29241, + "FP": 67010, + "IoU": 0.9229340947232222, + "TN": 118344376, + "TP": 1152693, + "n_pred": 1219703, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 198750, + "IoU": 0.0, + "TN": 119394570, + "TP": 0, + "n_pred": 198750, + "n_ref": 0 + }, + "8": { + "Dice": 0.8249580080673552, + "FN": 51002, + "FP": 48937, + "IoU": 0.7020668314249003, + "TN": 119257879, + "TP": 235502, + "n_pred": 284439, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8587437252220039, + "FN": 14692, + "FP": 5653, + "IoU": 0.7524547677856596, + "TN": 119511133, + "TP": 61842, + "n_pred": 67495, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954307939278365, + "FN": 11411, + "FP": 5553, + "IoU": 0.9126089554699252, + "TN": 72631544, + "TP": 177152, + "n_pred": 182705, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6486047303554039, + "FN": 14167, + "FP": 44652, + "IoU": 0.47995190224839307, + "TN": 72712557, + "TP": 54284, + "n_pred": 98936, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6773312524385485, + "FN": 511, + "FP": 1143, + "IoU": 0.512094395280236, + "TN": 72822270, + "TP": 1736, + "n_pred": 2879, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6840958605664488, + "FN": 833, + "FP": 1052, + "IoU": 0.5198675496688742, + "TN": 72821734, + "TP": 2041, + "n_pred": 3093, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7139339023198105, + "FN": 12206, + "FP": 18228, + "IoU": 0.5551300229495256, + "TN": 72757249, + "TP": 37977, + "n_pred": 56205, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8831190818831554, + "FN": 3862, + "FP": 15468, + "IoU": 0.7907011997054875, + "TN": 72733304, + "TP": 73026, + "n_pred": 88494, + "n_ref": 76888 + }, + "15": { + "Dice": 0.35535653937140926, + "FN": 17245, + "FP": 74315, + "IoU": 0.2160690434603925, + "TN": 72708864, + "TP": 25236, + "n_pred": 99551, + "n_ref": 42481 + }, + "2": { + "Dice": 0.95974601563899, + "FN": 7214, + "FP": 3576, + "IoU": 0.9226073921058106, + "TN": 72686241, + "TP": 128629, + "n_pred": 132205, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9434392927248657, + "FN": 3147, + "FP": 11721, + "IoU": 0.8929342973183166, + "TN": 72686792, + "TP": 124000, + "n_pred": 135721, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8169087047365785, + "FN": 3356, + "FP": 7247, + "IoU": 0.690486615874128, + "TN": 72791403, + "TP": 23654, + "n_pred": 30901, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8141954663693795, + "FN": 2066, + "FP": 934, + "IoU": 0.6866186148542777, + "TN": 72816087, + "TP": 6573, + "n_pred": 7507, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9611124227960832, + "FN": 45594, + "FP": 48453, + "IoU": 0.9251361204865313, + "TN": 71569420, + "TP": 1162193, + "n_pred": 1210646, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8752553700073613, + "FN": 27239, + "FP": 33089, + "IoU": 0.778181417068059, + "TN": 72553690, + "TP": 211642, + "n_pred": 244731, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9187353509777421, + "FN": 4493, + "FP": 5007, + "IoU": 0.8496859226910967, + "TN": 72762459, + "TP": 53701, + "n_pred": 58708, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8509653557734722, + "FN": 15288, + "FP": 6673, + "IoU": 0.7405915566160316, + "TN": 72741002, + "TP": 62697, + "n_pred": 69370, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9451968392887224, + "FN": 18771, + "FP": 9207, + "IoU": 0.8960883646303779, + "TN": 71540240, + "TP": 241270, + "n_pred": 250477, + "n_ref": 260041 + }, + "10": { + "Dice": 0.796638580832806, + "FN": 21956, + "FP": 14682, + "IoU": 0.6620110701107011, + "TN": 71701088, + "TP": 71762, + "n_pred": 86444, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6782580953900144, + "FN": 1243, + "FP": 774, + "IoU": 0.5131547188028, + "TN": 71805345, + "TP": 2126, + "n_pred": 2900, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6058911260253542, + "FN": 3259, + "FP": 969, + "IoU": 0.4346081840064188, + "TN": 71802010, + "TP": 3250, + "n_pred": 4219, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7611233177698434, + "FN": 19561, + "FP": 8271, + "IoU": 0.6143656819819321, + "TN": 71737316, + "TP": 44340, + "n_pred": 52611, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8351436957927729, + "FN": 144471, + "FP": 4644, + "IoU": 0.7169499729506563, + "TN": 71282673, + "TP": 377700, + "n_pred": 382344, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7421089476325294, + "FN": 60874, + "FP": 22382, + "IoU": 0.5899628161245044, + "TN": 71606443, + "TP": 119789, + "n_pred": 142171, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9280689590294449, + "FN": 13691, + "FP": 6954, + "IoU": 0.8657916634162831, + "TN": 71655660, + "TP": 133183, + "n_pred": 140137, + "n_ref": 146874 + }, + "3": { + "Dice": 0.930609309899964, + "FN": 8987, + "FP": 17261, + "IoU": 0.8702238746934577, + "TN": 71607232, + "TP": 176008, + "n_pred": 193269, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7283530461950457, + "FN": 920, + "FP": 8818, + "IoU": 0.5727635677620322, + "TN": 71786695, + "TP": 13055, + "n_pred": 21873, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8440105006217473, + "FN": 1180, + "FP": 2207, + "IoU": 0.7301195219123506, + "TN": 71796938, + "TP": 9163, + "n_pred": 11370, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9605132430897877, + "FN": 41179, + "FP": 58062, + "IoU": 0.9240264358391955, + "TN": 70503231, + "TP": 1207016, + "n_pred": 1265078, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.931959785060982, + "FN": 13314, + "FP": 19076, + "IoU": 0.872588664757529, + "TN": 71555272, + "TP": 221826, + "n_pred": 240902, + "n_ref": 235140 + }, + "8": { + "Dice": 0.934083852386813, + "FN": 6477, + "FP": 4074, + "IoU": 0.8763202006822258, + "TN": 71724179, + "TP": 74758, + "n_pred": 78832, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8713672062455377, + "FN": 13709, + "FP": 8271, + "IoU": 0.7720555446088752, + "TN": 71713061, + "TP": 74447, + "n_pred": 82718, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562124842819522, + "FN": 12677, + "FP": 5779, + "IoU": 0.916098793942893, + "TN": 135225537, + "TP": 201517, + "n_pred": 207296, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8014228628184695, + "FN": 15743, + "FP": 18645, + "IoU": 0.6686452110233185, + "TN": 135341730, + "TP": 69392, + "n_pred": 88037, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6988051091882983, + "FN": 1003, + "FP": 1190, + "IoU": 0.5370487650411653, + "TN": 135440773, + "TP": 2544, + "n_pred": 3734, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7456844640706544, + "FN": 1793, + "FP": 741, + "IoU": 0.594495119219075, + "TN": 135439261, + "TP": 3715, + "n_pred": 4456, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7162149033323618, + "FN": 11085, + "FP": 12283, + "IoU": 0.5578931436355381, + "TN": 135392654, + "TP": 29488, + "n_pred": 41771, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8893202688986025, + "FN": 12907, + "FP": 19478, + "IoU": 0.800699107038457, + "TN": 135283017, + "TP": 130108, + "n_pred": 149586, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3424445723971508, + "FN": 24833, + "FP": 76806, + "IoU": 0.20659615159439523, + "TN": 135317405, + "TP": 26466, + "n_pred": 103272, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8971534178745365, + "FN": 16577, + "FP": 27664, + "IoU": 0.8134888681846351, + "TN": 135208307, + "TP": 192962, + "n_pred": 220626, + "n_ref": 209539 + }, + "3": { + "Dice": 0.901795688420241, + "FN": 21013, + "FP": 23821, + "IoU": 0.8211547513622619, + "TN": 135194824, + "TP": 205852, + "n_pred": 229673, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8179095065426454, + "FN": 3119, + "FP": 11896, + "IoU": 0.6919178447586023, + "TN": 135396773, + "TP": 33722, + "n_pred": 45618, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5817884640199579, + "FN": 14518, + "FP": 4928, + "IoU": 0.41022685915322094, + "TN": 135412538, + "TP": 13526, + "n_pred": 18454, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9614962500104381, + "FN": 50393, + "FP": 78713, + "IoU": 0.9258476438049476, + "TN": 133704419, + "TP": 1611985, + "n_pred": 1690698, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6819548671588263, + "FN": 20038, + "FP": 146860, + "IoU": 0.5173987219153919, + "TN": 135099680, + "TP": 178932, + "n_pred": 325792, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8394763838387224, + "FN": 64183, + "FP": 22036, + "IoU": 0.7233600179680105, + "TN": 135133845, + "TP": 225446, + "n_pred": 247482, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8607891552742662, + "FN": 19422, + "FP": 6005, + "IoU": 0.755601264910274, + "TN": 135341471, + "TP": 78612, + "n_pred": 84617, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8452203664245729, + "FN": 34866, + "FP": 46202, + "IoU": 0.7319321729009047, + "TN": 105451589, + "TP": 221348, + "n_pred": 267550, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4468126248845154, + "FN": 29291, + "FP": 47950, + "IoU": 0.28767464379582236, + "TN": 105645570, + "TP": 31194, + "n_pred": 79144, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6969080553295363, + "FN": 756, + "FP": 734, + "IoU": 0.5348111145800811, + "TN": 105750802, + "TP": 1713, + "n_pred": 2447, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6523870967741936, + "FN": 1876, + "FP": 818, + "IoU": 0.48410570662581387, + "TN": 105748783, + "TP": 2528, + "n_pred": 3346, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6376863193498251, + "FN": 34334, + "FP": 18583, + "IoU": 0.4680906669347138, + "TN": 105654520, + "TP": 46568, + "n_pred": 65151, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9277539058893663, + "FN": 21042, + "FP": 6347, + "IoU": 0.8652434464299772, + "TN": 105550757, + "TP": 175859, + "n_pred": 182206, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7070824935469043, + "FN": 7935, + "FP": 8633, + "IoU": 0.5468891015998906, + "TN": 105717440, + "TP": 19997, + "n_pred": 28630, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8683946815271056, + "FN": 10772, + "FP": 32304, + "IoU": 0.7674006717280257, + "TN": 105568811, + "TP": 142118, + "n_pred": 174422, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8950803951376062, + "FN": 7185, + "FP": 31327, + "IoU": 0.8100864453835798, + "TN": 105551218, + "TP": 164275, + "n_pred": 195602, + "n_ref": 171460 + }, + "4": { + "Dice": 0.615671744960876, + "FN": 18587, + "FP": 9213, + "IoU": 0.44474404298240355, + "TN": 105703938, + "TP": 22267, + "n_pred": 31480, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7389252549855382, + "FN": 2657, + "FP": 4203, + "IoU": 0.5859488169966199, + "TN": 105737437, + "TP": 9708, + "n_pred": 13911, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9465332823834113, + "FN": 87541, + "FP": 76165, + "IoU": 0.8984937697176532, + "TN": 104141237, + "TP": 1449062, + "n_pred": 1525227, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7877293874592475, + "FN": 21688, + "FP": 111266, + "IoU": 0.649796653742414, + "TN": 105374357, + "TP": 246694, + "n_pred": 357960, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8267251396593721, + "FN": 3648, + "FP": 31991, + "IoU": 0.7046304046942209, + "TN": 105633346, + "TP": 85020, + "n_pred": 117011, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8262723988102764, + "FN": 12718, + "FP": 13391, + "IoU": 0.7039728792036101, + "TN": 105665807, + "TP": 62089, + "n_pred": 75480, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557934399609015, + "FN": 10751, + "FP": 11681, + "IoU": 0.9153298557376555, + "TN": 96872946, + "TP": 242502, + "n_pred": 254183, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8412495289211362, + "FN": 11007, + "FP": 27326, + "IoU": 0.7259971408148678, + "TN": 96997980, + "TP": 101567, + "n_pred": 128893, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7889551824614958, + "FN": 718, + "FP": 803, + "IoU": 0.6514665444546288, + "TN": 97133516, + "TP": 2843, + "n_pred": 3646, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8135870199603128, + "FN": 1033, + "FP": 564, + "IoU": 0.6857536402990948, + "TN": 97132798, + "TP": 3485, + "n_pred": 4049, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7566628382954913, + "FN": 11356, + "FP": 13433, + "IoU": 0.6085741354808147, + "TN": 97074550, + "TP": 38541, + "n_pred": 51974, + "n_ref": 49897 + }, + "14": { + "Dice": 0.901740706210927, + "FN": 41038, + "FP": 7654, + "IoU": 0.8210635788019213, + "TN": 96865761, + "TP": 223427, + "n_pred": 231081, + "n_ref": 264465 + }, + "15": { + "Dice": 0.18960082606450912, + "FN": 8417, + "FP": 110877, + "IoU": 0.10472874092863736, + "TN": 97004631, + "TP": 13955, + "n_pred": 124832, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9416326943649348, + "FN": 7730, + "FP": 8420, + "IoU": 0.8897031204114108, + "TN": 96991457, + "TP": 130273, + "n_pred": 138693, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9347181855351194, + "FN": 11007, + "FP": 9590, + "IoU": 0.8774374750822657, + "TN": 96969827, + "TP": 147456, + "n_pred": 157046, + "n_ref": 158463 + }, + "4": { + "Dice": 0.898957234509831, + "FN": 1504, + "FP": 4339, + "IoU": 0.8164598712109313, + "TN": 97106045, + "TP": 25992, + "n_pred": 30331, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7958778481611043, + "FN": 2006, + "FP": 4471, + "IoU": 0.6609610552763819, + "TN": 97118776, + "TP": 12627, + "n_pred": 17098, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9505225018298807, + "FN": 42001, + "FP": 109821, + "IoU": 0.9057102257906648, + "TN": 95527716, + "TP": 1458342, + "n_pred": 1568163, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8930905490152932, + "FN": 10731, + "FP": 47571, + "IoU": 0.806832526563758, + "TN": 96836059, + "TP": 243519, + "n_pred": 291090, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9285574356118078, + "FN": 7188, + "FP": 11411, + "IoU": 0.8666422881398467, + "TN": 96998413, + "TP": 120868, + "n_pred": 132279, + "n_ref": 128056 + }, + "9": { + "Dice": 0.826384030443112, + "FN": 5386, + "FP": 21167, + "IoU": 0.7041349571573423, + "TN": 97048133, + "TP": 63194, + "n_pred": 84361, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690727528842809, + "FN": 3585, + "FP": 7261, + "IoU": 0.9400011063782707, + "TN": 130586022, + "TP": 169924, + "n_pred": 177185, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7981198235449369, + "FN": 13744, + "FP": 18382, + "IoU": 0.6640593955871589, + "TN": 130671162, + "TP": 63504, + "n_pred": 81886, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7551896091847385, + "FN": 793, + "FP": 1318, + "IoU": 0.606670393143283, + "TN": 130761425, + "TP": 3256, + "n_pred": 4574, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7464203233256351, + "FN": 904, + "FP": 743, + "IoU": 0.5954310980103169, + "TN": 130762721, + "TP": 2424, + "n_pred": 3167, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7289250618173855, + "FN": 21423, + "FP": 8286, + "IoU": 0.5734713508391598, + "TN": 130697139, + "TP": 39944, + "n_pred": 48230, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9236091337037059, + "FN": 6977, + "FP": 18241, + "IoU": 0.8580611027309364, + "TN": 130589124, + "TP": 152450, + "n_pred": 170691, + "n_ref": 159427 + }, + "15": { + "Dice": 0.37500770036345715, + "FN": 4440, + "FP": 76724, + "IoU": 0.23077506302481188, + "TN": 130661278, + "TP": 24350, + "n_pred": 101074, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9302048169805636, + "FN": 15049, + "FP": 7653, + "IoU": 0.8695167371712341, + "TN": 130592808, + "TP": 151282, + "n_pred": 158935, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9200973404178726, + "FN": 6306, + "FP": 21439, + "IoU": 0.8520187743346311, + "TN": 130579302, + "TP": 159745, + "n_pred": 181184, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8587698165338544, + "FN": 4449, + "FP": 3934, + "IoU": 0.7524948331857101, + "TN": 130732922, + "TP": 25487, + "n_pred": 29421, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6360160807189027, + "FN": 15172, + "FP": 3298, + "IoU": 0.4662929465137111, + "TN": 130732185, + "TP": 16137, + "n_pred": 19435, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9633167985153032, + "FN": 33736, + "FP": 65529, + "IoU": 0.9292296789758712, + "TN": 129364156, + "TP": 1303371, + "n_pred": 1368900, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8318800694385066, + "FN": 27208, + "FP": 141884, + "IoU": 0.7121529627857967, + "TN": 130179355, + "TP": 418345, + "n_pred": 560229, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8848337806081152, + "FN": 15410, + "FP": 40507, + "IoU": 0.7934546126142765, + "TN": 130496067, + "TP": 214808, + "n_pred": 255315, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8895526868808166, + "FN": 13136, + "FP": 8938, + "IoU": 0.8010759955662494, + "TN": 130655825, + "TP": 88893, + "n_pred": 97831, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6681582615533078, + "FN": 13900, + "FP": 171792, + "IoU": 0.5016799235715282, + "TN": 71863372, + "TP": 186944, + "n_pred": 358736, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4281574545878875, + "FN": 40648, + "FP": 18158, + "IoU": 0.27239207631679885, + "TN": 72155187, + "TP": 22015, + "n_pred": 40173, + "n_ref": 62663 + }, + "11": { + "Dice": 0.649444822116474, + "FN": 1254, + "FP": 293, + "IoU": 0.4808724832214765, + "TN": 72233028, + "TP": 1433, + "n_pred": 1726, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6240044711471286, + "FN": 1838, + "FP": 853, + "IoU": 0.4534930950446791, + "TN": 72231084, + "TP": 2233, + "n_pred": 3086, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5700698643809077, + "FN": 31598, + "FP": 26986, + "IoU": 0.39866973230415503, + "TN": 72138584, + "TP": 38840, + "n_pred": 65826, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1539291043660803, + "FN": 6898, + "FP": 729050, + "IoU": 0.08338201134644006, + "TN": 71433113, + "TP": 66947, + "n_pred": 795997, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2821780378757588, + "FN": 5027, + "FP": 113461, + "IoU": 0.1642650077233966, + "TN": 72094231, + "TP": 23289, + "n_pred": 136750, + "n_ref": 28316 + }, + "2": { + "Dice": 0.1059764883238871, + "FN": 119984, + "FP": 3368, + "IoU": 0.05595310072476523, + "TN": 72105345, + "TP": 7311, + "n_pred": 10679, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6541296788709348, + "FN": 8344, + "FP": 160752, + "IoU": 0.48602727068249657, + "TN": 71907010, + "TP": 159902, + "n_pred": 320654, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 54072, + "IoU": 0.0, + "TN": 72181936, + "TP": 0, + "n_pred": 54072, + "n_ref": 0 + }, + "5": { + "Dice": 0.8641879964695499, + "FN": 394, + "FP": 2068, + "IoU": 0.7608547838756679, + "TN": 72225713, + "TP": 7833, + "n_pred": 9901, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7653358906911943, + "FN": 295172, + "FP": 450901, + "IoU": 0.6198737656022475, + "TN": 70273310, + "TP": 1216625, + "n_pred": 1667526, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.48928205762103893, + "FN": 129473, + "FP": 308485, + "IoU": 0.32387386413810354, + "TN": 71588262, + "TP": 209788, + "n_pred": 518273, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9016421905519786, + "FN": 5262, + "FP": 8334, + "IoU": 0.8209002410654301, + "TN": 72160095, + "TP": 62317, + "n_pred": 70651, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7075148355609783, + "FN": 17727, + "FP": 8642, + "IoU": 0.5474065428581236, + "TN": 72177746, + "TP": 31893, + "n_pred": 40535, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8398160030842192, + "FN": 9482, + "FP": 20849, + "IoU": 0.7238644950428347, + "TN": 52443279, + "TP": 79510, + "n_pred": 100359, + "n_ref": 88992 + }, + "10": { + "Dice": 0.2334805607444004, + "FN": 40497, + "FP": 3410, + "IoU": 0.13216982250859785, + "TN": 52502526, + "TP": 6687, + "n_pred": 10097, + "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": 0.0857362552864283, + "FN": 3843, + "FP": 913, + "IoU": 0.0447881100622615, + "TN": 52548141, + "TP": 223, + "n_pred": 1136, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4802266556486837, + "FN": 9411, + "FP": 17007, + "IoU": 0.3159857076277769, + "TN": 52514498, + "TP": 12204, + "n_pred": 29211, + "n_ref": 21615 + }, + "14": { + "Dice": 0.37294721993026536, + "FN": 41825, + "FP": 5293, + "IoU": 0.22921642401439554, + "TN": 52491990, + "TP": 14012, + "n_pred": 19305, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1639777772386521, + "FN": 18510, + "FP": 50410, + "IoU": 0.08931143381915722, + "TN": 52477441, + "TP": 6759, + "n_pred": 57169, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6521423056256689, + "FN": 62862, + "FP": 14177, + "IoU": 0.4838361707972369, + "TN": 52403867, + "TP": 72214, + "n_pred": 86391, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7900094818307621, + "FN": 19782, + "FP": 45772, + "IoU": 0.6529055145209541, + "TN": 52364255, + "TP": 123311, + "n_pred": 169083, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 26, + "IoU": 0.0, + "TN": 52551214, + "TP": 0, + "n_pred": 26, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7814430095451993, + "FN": 715, + "FP": 2399, + "IoU": 0.6412855661790117, + "TN": 52544439, + "TP": 5567, + "n_pred": 7966, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9230123173011667, + "FN": 62878, + "FP": 55554, + "IoU": 0.857031451825133, + "TN": 51724742, + "TP": 709946, + "n_pred": 765500, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5950858362794159, + "FN": 101915, + "FP": 22126, + "IoU": 0.4235745155444026, + "TN": 52337930, + "TP": 91149, + "n_pred": 113275, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8089430543943873, + "FN": 12604, + "FP": 9563, + "IoU": 0.6791808379766987, + "TN": 52484025, + "TP": 46928, + "n_pred": 56491, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8563765288907634, + "FN": 13115, + "FP": 8679, + "IoU": 0.74882734617202, + "TN": 52466351, + "TP": 64975, + "n_pred": 73654, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8914630791727058, + "FN": 15637, + "FP": 51834, + "IoU": 0.8041798720672402, + "TN": 143792694, + "TP": 277085, + "n_pred": 328919, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7270884559793156, + "FN": 35147, + "FP": 12246, + "IoU": 0.5712010857272111, + "TN": 144026725, + "TP": 63132, + "n_pred": 75378, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6888320545609549, + "FN": 2579, + "FP": 1071, + "IoU": 0.5253576072821846, + "TN": 144129560, + "TP": 4040, + "n_pred": 5111, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6478616924476797, + "FN": 2442, + "FP": 1041, + "IoU": 0.4791386271870794, + "TN": 144130563, + "TP": 3204, + "n_pred": 4245, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7831350154713089, + "FN": 26475, + "FP": 16628, + "IoU": 0.6435677132863085, + "TN": 144016321, + "TP": 77826, + "n_pred": 94454, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9458121403648013, + "FN": 19220, + "FP": 25568, + "IoU": 0.897195060368177, + "TN": 143701590, + "TP": 390872, + "n_pred": 416440, + "n_ref": 410092 + }, + "15": { + "Dice": 0.49120977522868187, + "FN": 998, + "FP": 43889, + "IoU": 0.3255653219142063, + "TN": 144070695, + "TP": 21668, + "n_pred": 65557, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9552584863964062, + "FN": 6197, + "FP": 6153, + "IoU": 0.9143491226853457, + "TN": 143993060, + "TP": 131840, + "n_pred": 137993, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9587711273803924, + "FN": 8076, + "FP": 6211, + "IoU": 0.9208072812735577, + "TN": 143956842, + "TP": 166121, + "n_pred": 172332, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9256449457216758, + "FN": 3036, + "FP": 4697, + "IoU": 0.8615819714679507, + "TN": 144081383, + "TP": 48134, + "n_pred": 52831, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7562157041485692, + "FN": 10978, + "FP": 2661, + "IoU": 0.6079958612364557, + "TN": 144102457, + "TP": 21154, + "n_pred": 23815, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8987177275055466, + "FN": 35610, + "FP": 262580, + "IoU": 0.8160648272943783, + "TN": 142516081, + "TP": 1322979, + "n_pred": 1585559, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8345771923574724, + "FN": 15959, + "FP": 76448, + "IoU": 0.7161153762261566, + "TN": 143811741, + "TP": 233102, + "n_pred": 309550, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8466396918861808, + "FN": 29186, + "FP": 43245, + "IoU": 0.7340634890329781, + "TN": 143864888, + "TP": 199931, + "n_pred": 243176, + "n_ref": 229117 + }, + "9": { + "Dice": 0.882350234420136, + "FN": 8171, + "FP": 14840, + "IoU": 0.7894693504117108, + "TN": 144027950, + "TP": 86289, + "n_pred": 101129, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9385143067608941, + "FN": 10162, + "FP": 16548, + "IoU": 0.8841516308119362, + "TN": 111548360, + "TP": 203850, + "n_pred": 220398, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6398528595224875, + "FN": 18345, + "FP": 12789, + "IoU": 0.47042914731846713, + "TN": 111720129, + "TP": 27657, + "n_pred": 40446, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6997048314432189, + "FN": 1543, + "FP": 390, + "IoU": 0.5381123058542413, + "TN": 111774735, + "TP": 2252, + "n_pred": 2642, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5605259396884379, + "FN": 2699, + "FP": 376, + "IoU": 0.38939634630659253, + "TN": 111773884, + "TP": 1961, + "n_pred": 2337, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7089610750929494, + "FN": 10897, + "FP": 23624, + "IoU": 0.5491399689161127, + "TN": 111702353, + "TP": 42046, + "n_pred": 65670, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6656123231668262, + "FN": 7802, + "FP": 76772, + "IoU": 0.4988148007680091, + "TN": 111610172, + "TP": 84174, + "n_pred": 160946, + "n_ref": 91976 + }, + "15": { + "Dice": 0.22976988241244153, + "FN": 3463, + "FP": 45271, + "IoU": 0.12979661803831938, + "TN": 111722917, + "TP": 7269, + "n_pred": 52540, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8849763308695291, + "FN": 35813, + "FP": 8507, + "IoU": 0.7936838969164308, + "TN": 111564104, + "TP": 170496, + "n_pred": 179003, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7462523815066437, + "FN": 2531, + "FP": 38890, + "IoU": 0.5952173870554779, + "TN": 111676591, + "TP": 60908, + "n_pred": 99798, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8801810943720241, + "FN": 1765, + "FP": 2840, + "IoU": 0.7860030670570194, + "TN": 111757401, + "TP": 16914, + "n_pred": 19754, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5488069932408226, + "FN": 14927, + "FP": 3964, + "IoU": 0.3781764318630678, + "TN": 111748540, + "TP": 11489, + "n_pred": 15453, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9701013895227727, + "FN": 34878, + "FP": 39083, + "IoU": 0.9419387303311866, + "TN": 110505076, + "TP": 1199883, + "n_pred": 1238966, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7838176504674422, + "FN": 51049, + "FP": 52292, + "IoU": 0.64449023682074, + "TN": 111488236, + "TP": 187343, + "n_pred": 239635, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8449950241927182, + "FN": 43318, + "FP": 42505, + "IoU": 0.7315942717927387, + "TN": 111459169, + "TP": 233928, + "n_pred": 276433, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8192420200770608, + "FN": 16765, + "FP": 11289, + "IoU": 0.6938272143886148, + "TN": 111687292, + "TP": 63574, + "n_pred": 74863, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8212986939480126, + "FN": 20299, + "FP": 42846, + "IoU": 0.6967827130852341, + "TN": 198879625, + "TP": 145105, + "n_pred": 187951, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6785073966415661, + "FN": 18660, + "FP": 23479, + "IoU": 0.5134401773549176, + "TN": 199001269, + "TP": 44467, + "n_pred": 67946, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7507685551163812, + "FN": 1016, + "FP": 1254, + "IoU": 0.6009843557743013, + "TN": 199082186, + "TP": 3419, + "n_pred": 4673, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7002195045468799, + "FN": 1102, + "FP": 810, + "IoU": 0.5387213510253317, + "TN": 199083730, + "TP": 2233, + "n_pred": 3043, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3905325443786982, + "FN": 23252, + "FP": 15270, + "IoU": 0.2426470588235294, + "TN": 199037011, + "TP": 12342, + "n_pred": 27612, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6619783233065822, + "FN": 18944, + "FP": 9655, + "IoU": 0.49474409483596277, + "TN": 199031272, + "TP": 28004, + "n_pred": 37659, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7913529229867193, + "FN": 40039, + "FP": 11916, + "IoU": 0.6547427599314204, + "TN": 198937393, + "TP": 98527, + "n_pred": 110443, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9344382159395564, + "FN": 4973, + "FP": 12512, + "IoU": 0.8769441903019213, + "TN": 198945785, + "TP": 124605, + "n_pred": 137117, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9513544054849891, + "FN": 7497, + "FP": 5934, + "IoU": 0.9072220495285462, + "TN": 198943110, + "TP": 131334, + "n_pred": 137268, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8198454879184702, + "FN": 2157, + "FP": 4419, + "IoU": 0.6946933469520404, + "TN": 199066336, + "TP": 14963, + "n_pred": 19382, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6747898685620805, + "FN": 8106, + "FP": 3424, + "IoU": 0.5091946194449174, + "TN": 199064383, + "TP": 11962, + "n_pred": 15386, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9463755811958668, + "FN": 79296, + "FP": 42610, + "IoU": 0.8982096127479714, + "TN": 197890257, + "TP": 1075712, + "n_pred": 1118322, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8140352935999179, + "FN": 17442, + "FP": 45945, + "IoU": 0.6863908252977177, + "TN": 198885754, + "TP": 138734, + "n_pred": 184679, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8939538116554823, + "FN": 10318, + "FP": 15314, + "IoU": 0.8082427488796954, + "TN": 198954206, + "TP": 108037, + "n_pred": 123351, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9046746371120226, + "FN": 10099, + "FP": 9563, + "IoU": 0.8259414670420141, + "TN": 198974913, + "TP": 93300, + "n_pred": 102863, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8939595092246816, + "FN": 11658, + "FP": 29317, + "IoU": 0.8082520637178743, + "TN": 130861500, + "TP": 172717, + "n_pred": 202034, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7805769407020439, + "FN": 14586, + "FP": 23720, + "IoU": 0.6401198786182016, + "TN": 130968751, + "TP": 68135, + "n_pred": 91855, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7221764220939819, + "FN": 1005, + "FP": 1354, + "IoU": 0.5651612903225807, + "TN": 131069767, + "TP": 3066, + "n_pred": 4420, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7462216624685138, + "FN": 1080, + "FP": 1338, + "IoU": 0.5951783023606229, + "TN": 131069219, + "TP": 3555, + "n_pred": 4893, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5260829922206918, + "FN": 49481, + "FP": 23806, + "IoU": 0.35692850373802254, + "TN": 130961228, + "TP": 40677, + "n_pred": 64483, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2901025015655384, + "FN": 12603, + "FP": 202787, + "IoU": 0.16966075558982266, + "TN": 130815792, + "TP": 44010, + "n_pred": 246797, + "n_ref": 56613 + }, + "15": { + "Dice": 0.45805555555555555, + "FN": 1195, + "FP": 61237, + "IoU": 0.2970635921455594, + "TN": 130986376, + "TP": 26384, + "n_pred": 87621, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7949970384451148, + "FN": 15970, + "FP": 58443, + "IoU": 0.6597469581479568, + "TN": 130856493, + "TP": 144286, + "n_pred": 202729, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7522890000104832, + "FN": 10666, + "FP": 107481, + "IoU": 0.6029352951258776, + "TN": 130777641, + "TP": 179404, + "n_pred": 286885, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8536086876944665, + "FN": 17114, + "FP": 2082, + "IoU": 0.7446049865623586, + "TN": 131000030, + "TP": 55966, + "n_pred": 58048, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7627201381848222, + "FN": 4543, + "FP": 1776, + "IoU": 0.6164491654021245, + "TN": 131058717, + "TP": 10156, + "n_pred": 11932, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8504109996726288, + "FN": 39229, + "FP": 463405, + "IoU": 0.7397522065977103, + "TN": 129143825, + "TP": 1428733, + "n_pred": 1892138, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6578188313877954, + "FN": 134383, + "FP": 534342, + "IoU": 0.4901118021704703, + "TN": 129763679, + "TP": 642788, + "n_pred": 1177130, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8964950508303152, + "FN": 7638, + "FP": 20198, + "IoU": 0.8124069144455303, + "TN": 130926807, + "TP": 120549, + "n_pred": 140747, + "n_ref": 128187 + }, + "9": { + "Dice": 0.733777025039161, + "FN": 19402, + "FP": 14079, + "IoU": 0.5795006405264876, + "TN": 130995570, + "TP": 46141, + "n_pred": 60220, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8238116168554585, + "FN": 6558, + "FP": 82831, + "IoU": 0.7004078841970848, + "TN": 101318831, + "TP": 208980, + "n_pred": 291811, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7945803192100126, + "FN": 11223, + "FP": 6667, + "IoU": 0.6591731758430177, + "TN": 101564710, + "TP": 34600, + "n_pred": 41267, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8479280688037529, + "FN": 621, + "FP": 935, + "IoU": 0.7360027146250424, + "TN": 101611306, + "TP": 4338, + "n_pred": 5273, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7918306563131582, + "FN": 1768, + "FP": 189, + "IoU": 0.6553970769501672, + "TN": 101611521, + "TP": 3722, + "n_pred": 3911, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7872660302187476, + "FN": 7719, + "FP": 20581, + "IoU": 0.6491663050889481, + "TN": 101536535, + "TP": 52365, + "n_pred": 72946, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9110579851382629, + "FN": 1939, + "FP": 9743, + "IoU": 0.8366450855089285, + "TN": 101545687, + "TP": 59831, + "n_pred": 69574, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7737983791157355, + "FN": 4336, + "FP": 12578, + "IoU": 0.6310531367245441, + "TN": 101571356, + "TP": 28930, + "n_pred": 41508, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7973382056485595, + "FN": 54081, + "FP": 6037, + "IoU": 0.6629779123220092, + "TN": 101438820, + "TP": 118262, + "n_pred": 124299, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8516233790869014, + "FN": 4617, + "FP": 54048, + "IoU": 0.7415889208975341, + "TN": 101390178, + "TP": 168357, + "n_pred": 222405, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2776747796703046, + "FN": 1011, + "FP": 78080, + "IoU": 0.16122087535660123, + "TN": 101522907, + "TP": 15202, + "n_pred": 93282, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7735442635686288, + "FN": 8465, + "FP": 4361, + "IoU": 0.6307151906023264, + "TN": 101582468, + "TP": 21906, + "n_pred": 26267, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8910610591760686, + "FN": 201682, + "FP": 124017, + "IoU": 0.8035258086563525, + "TN": 99959481, + "TP": 1332020, + "n_pred": 1456037, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8636177046683491, + "FN": 50194, + "FP": 69079, + "IoU": 0.7599711014648498, + "TN": 101120289, + "TP": 377638, + "n_pred": 446717, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9281723736420262, + "FN": 26681, + "FP": 5088, + "IoU": 0.8659716831482669, + "TN": 101380168, + "TP": 205263, + "n_pred": 210351, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9264382568600188, + "FN": 3041, + "FP": 9339, + "IoU": 0.8629575921272569, + "TN": 101526863, + "TP": 77957, + "n_pred": 87296, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670058306801181, + "FN": 9918, + "FP": 3844, + "IoU": 0.9361193503316576, + "TN": 118966779, + "TP": 201671, + "n_pred": 205515, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7626727676130257, + "FN": 20077, + "FP": 17682, + "IoU": 0.6163872803007213, + "TN": 119083782, + "TP": 60671, + "n_pred": 78353, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6845001919877128, + "FN": 1364, + "FP": 1101, + "IoU": 0.5203346954660439, + "TN": 119177073, + "TP": 2674, + "n_pred": 3775, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5685104125215545, + "FN": 1992, + "FP": 1261, + "IoU": 0.39714603409933286, + "TN": 119176816, + "TP": 2143, + "n_pred": 3404, + "n_ref": 4135 + }, + "13": { + "Dice": 0.686914412043373, + "FN": 6975, + "FP": 16817, + "IoU": 0.5231299607151447, + "TN": 119132320, + "TP": 26100, + "n_pred": 42917, + "n_ref": 33075 + }, + "14": { + "Dice": 0.44294874347843405, + "FN": 38062, + "FP": 31873, + "IoU": 0.2844792306118273, + "TN": 119084472, + "TP": 27805, + "n_pred": 59678, + "n_ref": 65867 + }, + "15": { + "Dice": 0.11024556816817618, + "FN": 12455, + "FP": 120953, + "IoU": 0.058338568393413, + "TN": 119040539, + "TP": 8265, + "n_pred": 129218, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8912220860203592, + "FN": 17905, + "FP": 24956, + "IoU": 0.8037877331282446, + "TN": 118963770, + "TP": 175581, + "n_pred": 200537, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9097949303314178, + "FN": 12086, + "FP": 24582, + "IoU": 0.834517244180484, + "TN": 118960630, + "TP": 184914, + "n_pred": 209496, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8445978051815817, + "FN": 6010, + "FP": 7726, + "IoU": 0.7309989620664669, + "TN": 119131149, + "TP": 37327, + "n_pred": 45053, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8598496424423935, + "FN": 3654, + "FP": 932, + "IoU": 0.7541546049104749, + "TN": 119163558, + "TP": 14068, + "n_pred": 15000, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9591901780828155, + "FN": 64150, + "FP": 78359, + "IoU": 0.9215806364278687, + "TN": 117364944, + "TP": 1674759, + "n_pred": 1753118, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8381032130008684, + "FN": 27388, + "FP": 77016, + "IoU": 0.721323289967489, + "TN": 118807570, + "TP": 270238, + "n_pred": 347254, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9520162361980237, + "FN": 3358, + "FP": 4586, + "IoU": 0.9084265129682997, + "TN": 119095462, + "TP": 78806, + "n_pred": 83392, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9430937782213984, + "FN": 6154, + "FP": 3424, + "IoU": 0.892315475855866, + "TN": 119093267, + "TP": 79367, + "n_pred": 82791, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 85060, + "IoU": 0.0, + "TN": 61247420, + "TP": 0, + "n_pred": 85060, + "n_ref": 0 + }, + "10": { + "Dice": 0.7211421772754313, + "FN": 4122, + "FP": 19316, + "IoU": 0.5638955046144686, + "TN": 61278736, + "TP": 30306, + "n_pred": 49622, + "n_ref": 34428 + }, + "11": { + "Dice": 0.864103819784525, + "FN": 335, + "FP": 775, + "IoU": 0.7607242940288855, + "TN": 61327841, + "TP": 3529, + "n_pred": 4304, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6587860877472153, + "FN": 1952, + "FP": 1050, + "IoU": 0.4911864406779661, + "TN": 61326580, + "TP": 2898, + "n_pred": 3948, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5129720283096293, + "FN": 26132, + "FP": 24309, + "IoU": 0.34496461268748785, + "TN": 61255475, + "TP": 26564, + "n_pred": 50873, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9468478595569604, + "FN": 15356, + "FP": 13298, + "IoU": 0.8990608509409104, + "TN": 61048606, + "TP": 255220, + "n_pred": 268518, + "n_ref": 270576 + }, + "15": { + "Dice": 0.776451800232288, + "FN": 18005, + "FP": 28189, + "IoU": 0.6345902845345167, + "TN": 61206063, + "TP": 80223, + "n_pred": 108412, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7741396417567497, + "FN": 57174, + "FP": 3376, + "IoU": 0.6315071994547159, + "TN": 61168162, + "TP": 103768, + "n_pred": 107144, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7961954188569085, + "FN": 3458, + "FP": 60631, + "IoU": 0.6613992265263425, + "TN": 61143204, + "TP": 125187, + "n_pred": 185818, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9376706938851086, + "FN": 1676, + "FP": 3710, + "IoU": 0.8826553955423866, + "TN": 61286581, + "TP": 40513, + "n_pred": 44223, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7005790734824281, + "FN": 1555, + "FP": 4443, + "IoU": 0.5391471379177871, + "TN": 61319465, + "TP": 7017, + "n_pred": 11460, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9554570028926233, + "FN": 25899, + "FP": 84141, + "IoU": 0.9147129467513957, + "TN": 60042249, + "TP": 1180191, + "n_pred": 1264332, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.6065493322015465, + "FN": 89897, + "FP": 58428, + "IoU": 0.43528583122346803, + "TN": 61069825, + "TP": 114330, + "n_pred": 172758, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9454456862685385, + "FN": 4599, + "FP": 4358, + "IoU": 0.8965357914313107, + "TN": 61245909, + "TP": 77614, + "n_pred": 81972, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8188541747422281, + "FN": 10562, + "FP": 12804, + "IoU": 0.6932710231300375, + "TN": 61256302, + "TP": 52812, + "n_pred": 65616, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719952897189927, + "FN": 5055, + "FP": 4862, + "IoU": 0.9455163775011263, + "TN": 148925482, + "TP": 172101, + "n_pred": 176963, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8358124836456593, + "FN": 10516, + "FP": 13955, + "IoU": 0.7179363048514817, + "TN": 149020743, + "TP": 62286, + "n_pred": 76241, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8288080107837473, + "FN": 452, + "FP": 437, + "IoU": 0.707661953304834, + "TN": 149104459, + "TP": 2152, + "n_pred": 2589, + "n_ref": 2604 + }, + "12": { + "Dice": 0.4880546075085324, + "FN": 1382, + "FP": 118, + "IoU": 0.3227990970654628, + "TN": 149105285, + "TP": 715, + "n_pred": 833, + "n_ref": 2097 + }, + "13": { + "Dice": 0.685783375575441, + "FN": 31334, + "FP": 17264, + "IoU": 0.5218191299898653, + "TN": 149005869, + "TP": 53033, + "n_pred": 70297, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8981789342037031, + "FN": 4731, + "FP": 15297, + "IoU": 0.8151767669776584, + "TN": 148999137, + "TP": 88335, + "n_pred": 103632, + "n_ref": 93066 + }, + "15": { + "Dice": 0.762421911334012, + "FN": 7715, + "FP": 11186, + "IoU": 0.6160596396432997, + "TN": 149058271, + "TP": 30328, + "n_pred": 41514, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8629128872154715, + "FN": 3223, + "FP": 45638, + "IoU": 0.758880192655027, + "TN": 148904858, + "TP": 153781, + "n_pred": 199419, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7255912154541599, + "FN": 19877, + "FP": 10536, + "IoU": 0.5693551584492085, + "TN": 149036878, + "TP": 40209, + "n_pred": 50745, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9237685391531545, + "FN": 1791, + "FP": 2177, + "IoU": 0.8583363084612639, + "TN": 149079490, + "TP": 24042, + "n_pred": 26219, + "n_ref": 25833 + }, + "5": { + "Dice": 0.36538870384806177, + "FN": 25982, + "FP": 883, + "IoU": 0.22353247203676407, + "TN": 149072901, + "TP": 7734, + "n_pred": 8617, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9715439408047498, + "FN": 30314, + "FP": 32702, + "IoU": 0.9446625668820181, + "TN": 147968741, + "TP": 1075743, + "n_pred": 1108445, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7841023092371333, + "FN": 62931, + "FP": 53926, + "IoU": 0.6448752351402028, + "TN": 148778441, + "TP": 212202, + "n_pred": 266128, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9324061578891296, + "FN": 19022, + "FP": 11432, + "IoU": 0.8733716148507894, + "TN": 148867001, + "TP": 210045, + "n_pred": 221477, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8959694890502139, + "FN": 13251, + "FP": 3988, + "IoU": 0.8115441377425526, + "TN": 149016025, + "TP": 74236, + "n_pred": 78224, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8198361215777986, + "FN": 110735, + "FP": 66990, + "IoU": 0.6946798970612994, + "TN": 100130706, + "TP": 404369, + "n_pred": 471359, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5236319070709223, + "FN": 18817, + "FP": 16943, + "IoU": 0.3546757137185549, + "TN": 100657386, + "TP": 19654, + "n_pred": 36597, + "n_ref": 38471 + }, + "11": { + "Dice": 0.4207395914145332, + "FN": 1854, + "FP": 2626, + "IoU": 0.26641558866874077, + "TN": 100706693, + "TP": 1627, + "n_pred": 4253, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6534006534006535, + "FN": 2573, + "FP": 928, + "IoU": 0.48522276135862374, + "TN": 100705999, + "TP": 3300, + "n_pred": 4228, + "n_ref": 5873 + }, + "13": { + "Dice": 0.029103126295350917, + "FN": 38488, + "FP": 6015, + "IoU": 0.014766437901261899, + "TN": 100667630, + "TP": 667, + "n_pred": 6682, + "n_ref": 39155 + }, + "14": { + "Dice": 0.581348361544703, + "FN": 9166, + "FP": 199284, + "IoU": 0.4097893702626713, + "TN": 100359621, + "TP": 144729, + "n_pred": 344013, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8120935993276419, + "FN": 3471, + "FP": 39009, + "IoU": 0.6836343325265314, + "TN": 100578525, + "TP": 91795, + "n_pred": 130804, + "n_ref": 95266 + }, + "2": { + "Dice": 0.10226414174648436, + "FN": 220568, + "FP": 442, + "IoU": 0.053887447666503996, + "TN": 100479202, + "TP": 12588, + "n_pred": 13030, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6035190848565412, + "FN": 11012, + "FP": 268760, + "IoU": 0.43217138044062875, + "TN": 100220095, + "TP": 212933, + "n_pred": 481693, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6419314060229434, + "FN": 3317, + "FP": 57299, + "IoU": 0.4726796635087994, + "TN": 100597849, + "TP": 54335, + "n_pred": 111634, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6063097967897525, + "FN": 8805, + "FP": 1153, + "IoU": 0.43503914671508, + "TN": 100695174, + "TP": 7668, + "n_pred": 8821, + "n_ref": 16473 + }, + "6": { + "Dice": 0.7152936797840056, + "FN": 736610, + "FP": 331277, + "IoU": 0.5567760261845252, + "TN": 98303438, + "TP": 1341475, + "n_pred": 1672752, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5759291955100698, + "FN": 19963, + "FP": 204373, + "IoU": 0.4044245508679989, + "TN": 100336129, + "TP": 152335, + "n_pred": 356708, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9346984080892856, + "FN": 6213, + "FP": 7730, + "IoU": 0.8774026202409215, + "TN": 100599070, + "TP": 99787, + "n_pred": 107517, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7815884906622445, + "FN": 19848, + "FP": 25985, + "IoU": 0.6414815394242803, + "TN": 100584960, + "TP": 82007, + "n_pred": 107992, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9428792493613677, + "FN": 1061, + "FP": 8241, + "IoU": 0.8919314551263433, + "TN": 78864625, + "TP": 76773, + "n_pred": 85014, + "n_ref": 77834 + }, + "10": { + "Dice": 0.619697553296602, + "FN": 20442, + "FP": 2267, + "IoU": 0.44895780252845113, + "TN": 78909489, + "TP": 18502, + "n_pred": 20769, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6004809343868086, + "FN": 494, + "FP": 669, + "IoU": 0.42906234658811976, + "TN": 78948663, + "TP": 874, + "n_pred": 1543, + "n_ref": 1368 + }, + "12": { + "Dice": 0.44227642276422763, + "FN": 1744, + "FP": 314, + "IoU": 0.2839248434237996, + "TN": 78947826, + "TP": 816, + "n_pred": 1130, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4512769806875079, + "FN": 37954, + "FP": 14212, + "IoU": 0.29138650040072267, + "TN": 78877083, + "TP": 21451, + "n_pred": 35663, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4141974662339022, + "FN": 13423, + "FP": 25742, + "IoU": 0.2611910735507725, + "TN": 78897689, + "TP": 13846, + "n_pred": 39588, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8968557917578001, + "FN": 7248, + "FP": 4683, + "IoU": 0.8129995924892637, + "TN": 78886898, + "TP": 51871, + "n_pred": 56554, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7986860173418538, + "FN": 17820, + "FP": 23669, + "IoU": 0.6648436868890863, + "TN": 78826910, + "TP": 82301, + "n_pred": 105970, + "n_ref": 100121 + }, + "3": { + "Dice": 0.919701682217986, + "FN": 2177, + "FP": 12229, + "IoU": 0.8513404742740388, + "TN": 78853794, + "TP": 82500, + "n_pred": 94729, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8140009722897423, + "FN": 384, + "FP": 7268, + "IoU": 0.6863420232825054, + "TN": 78926304, + "TP": 16744, + "n_pred": 24012, + "n_ref": 17128 + }, + "5": { + "Dice": 0.39194294784377726, + "FN": 26032, + "FP": 1167, + "IoU": 0.24373696649520368, + "TN": 78914735, + "TP": 8766, + "n_pred": 9933, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9543579402048912, + "FN": 33652, + "FP": 30762, + "IoU": 0.9127004133631497, + "TN": 78212850, + "TP": 673436, + "n_pred": 704198, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7221131174749237, + "FN": 286680, + "FP": 47681, + "IoU": 0.5650837545558368, + "TN": 78181906, + "TP": 434433, + "n_pred": 482114, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7981756534153306, + "FN": 98526, + "FP": 19094, + "IoU": 0.6641366982484395, + "TN": 78600498, + "TP": 232582, + "n_pred": 251676, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7463098473761238, + "FN": 21352, + "FP": 2916, + "IoU": 0.5952905076379161, + "TN": 78890736, + "TP": 35696, + "n_pred": 38612, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455848363295182, + "FN": 3579, + "FP": 13066, + "IoU": 0.8967860752664836, + "TN": 104843173, + "TP": 144622, + "n_pred": 157688, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7598792057270431, + "FN": 19672, + "FP": 23027, + "IoU": 0.6127461205684693, + "TN": 104894179, + "TP": 67562, + "n_pred": 90589, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8827110855829983, + "FN": 489, + "FP": 532, + "IoU": 0.7900472959078758, + "TN": 104999577, + "TP": 3842, + "n_pred": 4374, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7684992570579495, + "FN": 954, + "FP": 1383, + "IoU": 0.624034749034749, + "TN": 104998224, + "TP": 3879, + "n_pred": 5262, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8447841010373012, + "FN": 10996, + "FP": 13559, + "IoU": 0.7312781115598017, + "TN": 104913063, + "TP": 66822, + "n_pred": 80381, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9489576045893382, + "FN": 2260, + "FP": 5036, + "IoU": 0.9028728134401874, + "TN": 104929322, + "TP": 67822, + "n_pred": 72858, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7643894855345688, + "FN": 2972, + "FP": 10213, + "IoU": 0.6186330373412778, + "TN": 104969867, + "TP": 21388, + "n_pred": 31601, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8581579772600162, + "FN": 38026, + "FP": 5849, + "IoU": 0.7515557845740916, + "TN": 104827841, + "TP": 132724, + "n_pred": 138573, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8647090894929511, + "FN": 3666, + "FP": 43233, + "IoU": 0.7616630076838639, + "TN": 104807664, + "TP": 149877, + "n_pred": 193110, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3403, + "IoU": 0.0, + "TN": 105001037, + "TP": 0, + "n_pred": 3403, + "n_ref": 0 + }, + "5": { + "Dice": 0.7278423612828757, + "FN": 8010, + "FP": 8495, + "IoU": 0.5721322099805574, + "TN": 104965865, + "TP": 22070, + "n_pred": 30565, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9540631337968392, + "FN": 24800, + "FP": 91823, + "IoU": 0.912161302106282, + "TN": 103676745, + "TP": 1211072, + "n_pred": 1302895, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7908031566413941, + "FN": 10586, + "FP": 105549, + "IoU": 0.6539904242926222, + "TN": 104668799, + "TP": 219506, + "n_pred": 325055, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9205552535247001, + "FN": 48690, + "FP": 6109, + "IoU": 0.8528044223945505, + "TN": 104632153, + "TP": 317488, + "n_pred": 323597, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9072676664514695, + "FN": 7829, + "FP": 9695, + "IoU": 0.8302743852240699, + "TN": 104901191, + "TP": 85725, + "n_pred": 95420, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9204544221263685, + "FN": 36466, + "FP": 29499, + "IoU": 0.8526313673012093, + "TN": 177228669, + "TP": 381654, + "n_pred": 411153, + "n_ref": 418120 + }, + "10": { + "Dice": 0.43336740589307143, + "FN": 47583, + "FP": 16166, + "IoU": 0.27662350925369067, + "TN": 177588161, + "TP": 24378, + "n_pred": 40544, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8190689848569827, + "FN": 1092, + "FP": 521, + "IoU": 0.693579027355623, + "TN": 177671024, + "TP": 3651, + "n_pred": 4172, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7811053377420879, + "FN": 1064, + "FP": 1253, + "IoU": 0.6408308789334987, + "TN": 177669837, + "TP": 4134, + "n_pred": 5387, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8099911545427741, + "FN": 19393, + "FP": 7673, + "IoU": 0.6806597762990231, + "TN": 177591532, + "TP": 57690, + "n_pred": 65363, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8591397786255504, + "FN": 3167, + "FP": 20796, + "IoU": 0.7530631382611473, + "TN": 177579247, + "TP": 73078, + "n_pred": 93874, + "n_ref": 76245 + }, + "15": { + "Dice": 0.1932184915764282, + "FN": 2783, + "FP": 167460, + "IoU": 0.1069407068179553, + "TN": 177485659, + "TP": 20386, + "n_pred": 187846, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9724616404622087, + "FN": 9021, + "FP": 2609, + "IoU": 0.9463993547643738, + "TN": 177459313, + "TP": 205345, + "n_pred": 207954, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9778114091830009, + "FN": 6755, + "FP": 2335, + "IoU": 0.9565861113764448, + "TN": 177466908, + "TP": 200290, + "n_pred": 202625, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9322323213165458, + "FN": 2484, + "FP": 2161, + "IoU": 0.873066622943652, + "TN": 177639694, + "TP": 31949, + "n_pred": 34110, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7113178642155215, + "FN": 12144, + "FP": 3308, + "IoU": 0.5519730928701905, + "TN": 177641799, + "TP": 19037, + "n_pred": 22345, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9279179554765721, + "FN": 110155, + "FP": 153248, + "IoU": 0.8655288652736078, + "TN": 175717481, + "TP": 1695404, + "n_pred": 1848652, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7893559747863343, + "FN": 16300, + "FP": 171506, + "IoU": 0.6520132742133028, + "TN": 177136595, + "TP": 351887, + "n_pred": 523393, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8634336638254283, + "FN": 16957, + "FP": 40770, + "IoU": 0.759686114522407, + "TN": 177436073, + "TP": 182488, + "n_pred": 223258, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9359865615712625, + "FN": 8461, + "FP": 8878, + "IoU": 0.8796755076265423, + "TN": 177532186, + "TP": 126763, + "n_pred": 135641, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950233311217232, + "FN": 13051, + "FP": 5176, + "IoU": 0.905185239130661, + "TN": 193813297, + "TP": 174011, + "n_pred": 179187, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8581012806955705, + "FN": 14013, + "FP": 10141, + "IoU": 0.7514688178460082, + "TN": 193908348, + "TP": 73033, + "n_pred": 83174, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7707162921348315, + "FN": 917, + "FP": 389, + "IoU": 0.6269637246501, + "TN": 194002034, + "TP": 2195, + "n_pred": 2584, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8009116503552755, + "FN": 963, + "FP": 522, + "IoU": 0.6679338103756708, + "TN": 194001063, + "TP": 2987, + "n_pred": 3509, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7699381162654512, + "FN": 18230, + "FP": 10842, + "IoU": 0.625934456181886, + "TN": 193927816, + "TP": 48647, + "n_pred": 59489, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8556884169816705, + "FN": 2445, + "FP": 22332, + "IoU": 0.7477757192010913, + "TN": 193907301, + "TP": 73457, + "n_pred": 95789, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4648997790300859, + "FN": 3188, + "FP": 37737, + "IoU": 0.30284653254518507, + "TN": 193946832, + "TP": 17778, + "n_pred": 55515, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9443231249098895, + "FN": 4629, + "FP": 11204, + "IoU": 0.8945190968868044, + "TN": 193855432, + "TP": 134270, + "n_pred": 145474, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9405322376252832, + "FN": 12093, + "FP": 3393, + "IoU": 0.8877403079421231, + "TN": 193867587, + "TP": 122462, + "n_pred": 125855, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9156561573699812, + "FN": 641, + "FP": 3115, + "IoU": 0.8444333996023857, + "TN": 193981391, + "TP": 20388, + "n_pred": 23503, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5444249080903341, + "FN": 15349, + "FP": 4602, + "IoU": 0.374027359437751, + "TN": 193973663, + "TP": 11921, + "n_pred": 16523, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9486431879035409, + "FN": 26653, + "FP": 120442, + "IoU": 0.9023037440656307, + "TN": 192499899, + "TP": 1358541, + "n_pred": 1478983, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.877271184730668, + "FN": 35028, + "FP": 45258, + "IoU": 0.7813740707458541, + "TN": 193638305, + "TP": 286944, + "n_pred": 332202, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9037233367061436, + "FN": 20795, + "FP": 26209, + "IoU": 0.8243569957886634, + "TN": 193737924, + "TP": 220607, + "n_pred": 246816, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8858308456633275, + "FN": 16665, + "FP": 4408, + "IoU": 0.7950595672258692, + "TN": 193902710, + "TP": 81752, + "n_pred": 86160, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616578715542974, + "FN": 2015, + "FP": 6951, + "IoU": 0.9261474086521038, + "TN": 99534396, + "TP": 112438, + "n_pred": 119389, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8702859016784426, + "FN": 13301, + "FP": 4103, + "IoU": 0.77035942365546, + "TN": 99580012, + "TP": 58384, + "n_pred": 62487, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8096530920060332, + "FN": 958, + "FP": 304, + "IoU": 0.6801824632539281, + "TN": 99651854, + "TP": 2684, + "n_pred": 2988, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6155606407322655, + "FN": 1954, + "FP": 62, + "IoU": 0.4446280991735537, + "TN": 99652170, + "TP": 1614, + "n_pred": 1676, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6818482430227945, + "FN": 14501, + "FP": 14363, + "IoU": 0.5172759808676456, + "TN": 99596006, + "TP": 30930, + "n_pred": 45293, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4290413757875021, + "FN": 22643, + "FP": 61188, + "IoU": 0.2731080049944506, + "TN": 99540472, + "TP": 31497, + "n_pred": 92685, + "n_ref": 54140 + }, + "15": { + "Dice": 0.48268920152625294, + "FN": 17327, + "FP": 26871, + "IoU": 0.31812150945724954, + "TN": 99590982, + "TP": 20620, + "n_pred": 47491, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9532681952715473, + "FN": 7822, + "FP": 2662, + "IoU": 0.9107091147563323, + "TN": 99538386, + "TP": 106930, + "n_pred": 109592, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9641969777198485, + "FN": 5449, + "FP": 3341, + "IoU": 0.9308690523004326, + "TN": 99528650, + "TP": 118360, + "n_pred": 121701, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9122720551996057, + "FN": 2247, + "FP": 957, + "IoU": 0.8386950611690077, + "TN": 99635937, + "TP": 16659, + "n_pred": 17616, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8336041158949363, + "FN": 809, + "FP": 1649, + "IoU": 0.7146836912362159, + "TN": 99647185, + "TP": 6157, + "n_pred": 7806, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9695909833742662, + "FN": 42025, + "FP": 40276, + "IoU": 0.9409768040941376, + "TN": 98261416, + "TP": 1312083, + "n_pred": 1352359, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8838925812774624, + "FN": 11175, + "FP": 29756, + "IoU": 0.7919422149251, + "TN": 99459071, + "TP": 155798, + "n_pred": 185554, + "n_ref": 166973 + }, + "8": { + "Dice": 0.963280600728782, + "FN": 2979, + "FP": 4488, + "IoU": 0.9291623185656009, + "TN": 99550390, + "TP": 97943, + "n_pred": 102431, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9451691014076262, + "FN": 6733, + "FP": 3570, + "IoU": 0.8960385050048434, + "TN": 99556696, + "TP": 88801, + "n_pred": 92371, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.922686229572939, + "FN": 61422, + "FP": 3181, + "IoU": 0.8564693545197835, + "TN": 62633421, + "TP": 385496, + "n_pred": 388677, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8828439921095514, + "FN": 9083, + "FP": 7309, + "IoU": 0.790260255393198, + "TN": 63005366, + "TP": 61762, + "n_pred": 69071, + "n_ref": 70845 + }, + "11": { + "Dice": 0.772324255858138, + "FN": 1106, + "FP": 332, + "IoU": 0.6290946608202218, + "TN": 63079643, + "TP": 2439, + "n_pred": 2771, + "n_ref": 3545 + }, + "12": { + "Dice": 0.769518466573165, + "FN": 1033, + "FP": 446, + "IoU": 0.6253799392097265, + "TN": 63079572, + "TP": 2469, + "n_pred": 2915, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7224421963706125, + "FN": 13269, + "FP": 11616, + "IoU": 0.5654868956365351, + "TN": 63026249, + "TP": 32386, + "n_pred": 44002, + "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": 0.9450367576305762, + "FN": 1207, + "FP": 13073, + "IoU": 0.8958006494217228, + "TN": 62946475, + "TP": 122765, + "n_pred": 135838, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9799045135530399, + "FN": 953, + "FP": 4241, + "IoU": 0.9606007737237351, + "TN": 62951690, + "TP": 126636, + "n_pred": 130877, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5396421246198458, + "FN": 10399, + "FP": 2619, + "IoU": 0.3695273149941883, + "TN": 63062872, + "TP": 7630, + "n_pred": 10249, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5524462065514454, + "FN": 9778, + "FP": 1849, + "IoU": 0.3816412274637026, + "TN": 63064717, + "TP": 7176, + "n_pred": 9025, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9066244479934658, + "FN": 148428, + "FP": 53693, + "IoU": 0.8291976588736161, + "TN": 61900158, + "TP": 981241, + "n_pred": 1034934, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7660641145220812, + "FN": 5534, + "FP": 86764, + "IoU": 0.6208297558550824, + "TN": 62840099, + "TP": 151123, + "n_pred": 237887, + "n_ref": 156657 + }, + "8": { + "Dice": 0.915072229087655, + "FN": 15325, + "FP": 2612, + "IoU": 0.8434406912804399, + "TN": 62968950, + "TP": 96633, + "n_pred": 99245, + "n_ref": 111958 + }, + "9": { + "Dice": 0.910446925497486, + "FN": 2238, + "FP": 5759, + "IoU": 0.8356150304226279, + "TN": 63034872, + "TP": 40651, + "n_pred": 46410, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628744166800763, + "FN": 19288, + "FP": 3322, + "IoU": 0.9284067736501463, + "TN": 109293006, + "TP": 293202, + "n_pred": 296524, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6629734857794513, + "FN": 20491, + "FP": 48073, + "IoU": 0.49585664811288155, + "TN": 109472817, + "TP": 67437, + "n_pred": 115510, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7506586826347306, + "FN": 1332, + "FP": 750, + "IoU": 0.6008435582822086, + "TN": 109603602, + "TP": 3134, + "n_pred": 3884, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7399001361779391, + "FN": 1636, + "FP": 83, + "IoU": 0.5871757925072046, + "TN": 109604654, + "TP": 2445, + "n_pred": 2528, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5870444822431834, + "FN": 35222, + "FP": 28872, + "IoU": 0.4154727271069119, + "TN": 109499167, + "TP": 45557, + "n_pred": 74429, + "n_ref": 80779 + }, + "14": { + "Dice": 0.641103465561739, + "FN": 15066, + "FP": 76575, + "IoU": 0.4717823979341868, + "TN": 109435327, + "TP": 81850, + "n_pred": 158425, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8004690134027673, + "FN": 7624, + "FP": 40194, + "IoU": 0.6673183288690994, + "TN": 109465083, + "TP": 95917, + "n_pred": 136111, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7158265919933624, + "FN": 76021, + "FP": 33579, + "IoU": 0.557422064286868, + "TN": 109361178, + "TP": 138040, + "n_pred": 171619, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8446246845344192, + "FN": 13256, + "FP": 72259, + "IoU": 0.731039233077315, + "TN": 109290872, + "TP": 232431, + "n_pred": 304690, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6430344999688066, + "FN": 24522, + "FP": 4087, + "IoU": 0.4738768229214558, + "TN": 109554441, + "TP": 25768, + "n_pred": 29855, + "n_ref": 50290 + }, + "5": { + "Dice": 0.781286436066848, + "FN": 2511, + "FP": 1991, + "IoU": 0.6410747030216056, + "TN": 109596275, + "TP": 8041, + "n_pred": 10032, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9418887269234857, + "FN": 36347, + "FP": 113467, + "IoU": 0.8901603743289631, + "TN": 108244884, + "TP": 1214120, + "n_pred": 1327587, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7915372858800444, + "FN": 380720, + "FP": 49748, + "IoU": 0.6549952072426738, + "TN": 108361102, + "TP": 817248, + "n_pred": 866996, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9488328747670187, + "FN": 3894, + "FP": 5330, + "IoU": 0.9026470215730147, + "TN": 109514070, + "TP": 85524, + "n_pred": 90854, + "n_ref": 89418 + }, + "9": { + "Dice": 0.732180574382901, + "FN": 8750, + "FP": 25232, + "IoU": 0.57751171782726, + "TN": 109528385, + "TP": 46451, + "n_pred": 71683, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8238362615468212, + "FN": 1921, + "FP": 22394, + "IoU": 0.700443513613404, + "TN": 66986182, + "TP": 56855, + "n_pred": 79249, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7676965764713246, + "FN": 23599, + "FP": 9806, + "IoU": 0.6229769079704747, + "TN": 66978750, + "TP": 55197, + "n_pred": 65003, + "n_ref": 78796 + }, + "11": { + "Dice": 0.3819444444444444, + "FN": 2356, + "FP": 136, + "IoU": 0.23605150214592274, + "TN": 67064090, + "TP": 770, + "n_pred": 906, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6746313235019601, + "FN": 1504, + "FP": 239, + "IoU": 0.5090140845070422, + "TN": 67063802, + "TP": 1807, + "n_pred": 2046, + "n_ref": 3311 + }, + "13": { + "Dice": 0.49441220866626967, + "FN": 20360, + "FP": 16149, + "IoU": 0.3283848417954378, + "TN": 67012992, + "TP": 17851, + "n_pred": 34000, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8261472592413918, + "FN": 13826, + "FP": 12121, + "IoU": 0.7037912257269084, + "TN": 66979755, + "TP": 61650, + "n_pred": 73771, + "n_ref": 75476 + }, + "15": { + "Dice": 0.1646208088213262, + "FN": 23121, + "FP": 60518, + "IoU": 0.08969307792773182, + "TN": 66975472, + "TP": 8241, + "n_pred": 68759, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9558716363930798, + "FN": 4374, + "FP": 8706, + "IoU": 0.9154732978338417, + "TN": 66912608, + "TP": 141664, + "n_pred": 150370, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9608572345040699, + "FN": 9096, + "FP": 3229, + "IoU": 0.924663353687981, + "TN": 66903753, + "TP": 151274, + "n_pred": 154503, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 684, + "IoU": 0.0, + "TN": 67053629, + "TP": 0, + "n_pred": 684, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5591460739874251, + "FN": 5097, + "FP": 933, + "IoU": 0.3880657600974224, + "TN": 67057498, + "TP": 3824, + "n_pred": 4757, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9543662472686097, + "FN": 60031, + "FP": 37497, + "IoU": 0.9127156088598204, + "TN": 65949993, + "TP": 1019831, + "n_pred": 1057328, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8680262789177071, + "FN": 72826, + "FP": 11946, + "IoU": 0.7668254684285227, + "TN": 66703796, + "TP": 278784, + "n_pred": 290730, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9086756406698122, + "FN": 7139, + "FP": 8655, + "IoU": 0.8326357172376522, + "TN": 66972983, + "TP": 78575, + "n_pred": 87230, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9123655357881671, + "FN": 6778, + "FP": 6778, + "IoU": 0.8388530943153991, + "TN": 66983230, + "TP": 70566, + "n_pred": 77344, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.699876144588664, + "FN": 82459, + "FP": 1383, + "IoU": 0.5383149779735683, + "TN": 74337680, + "TP": 97758, + "n_pred": 99141, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6947958695206182, + "FN": 15509, + "FP": 20195, + "IoU": 0.5323273603688568, + "TN": 74442936, + "TP": 40640, + "n_pred": 60835, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7484232655921513, + "FN": 1251, + "FP": 185, + "IoU": 0.5979843225083986, + "TN": 74515708, + "TP": 2136, + "n_pred": 2321, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5758654157230669, + "FN": 1311, + "FP": 0, + "IoU": 0.4043616537937301, + "TN": 74517079, + "TP": 890, + "n_pred": 890, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5403550493355863, + "FN": 16987, + "FP": 27081, + "IoU": 0.370196224150005, + "TN": 74449309, + "TP": 25903, + "n_pred": 52984, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6648540607271979, + "FN": 9306, + "FP": 13498, + "IoU": 0.49796358672919006, + "TN": 74473857, + "TP": 22619, + "n_pred": 36117, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6590144211227991, + "FN": 10092, + "FP": 10881, + "IoU": 0.49144034917555773, + "TN": 74478040, + "TP": 20267, + "n_pred": 31148, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9052544585172602, + "FN": 2892, + "FP": 25998, + "IoU": 0.8269085593088326, + "TN": 74352374, + "TP": 138016, + "n_pred": 164014, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8456288919343629, + "FN": 4158, + "FP": 51149, + "IoU": 0.7325450940567726, + "TN": 74312490, + "TP": 151483, + "n_pred": 202632, + "n_ref": 155641 + }, + "4": { + "Dice": 0.4444186586214899, + "FN": 9448, + "FP": 128, + "IoU": 0.28569297329553933, + "TN": 74505874, + "TP": 3830, + "n_pred": 3958, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6541666666666667, + "FN": 3717, + "FP": 3089, + "IoU": 0.48606811145510836, + "TN": 74506037, + "TP": 6437, + "n_pred": 9526, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9514780723964652, + "FN": 63339, + "FP": 93995, + "IoU": 0.9074469950009824, + "TN": 72819346, + "TP": 1542600, + "n_pred": 1636595, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8094238938268731, + "FN": 17707, + "FP": 52684, + "IoU": 0.6798590108015918, + "TN": 74299405, + "TP": 149484, + "n_pred": 202168, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9584329890564558, + "FN": 2066, + "FP": 3339, + "IoU": 0.9201837030036327, + "TN": 74451562, + "TP": 62313, + "n_pred": 65652, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9181651700019857, + "FN": 9630, + "FP": 5206, + "IoU": 0.8487110458476097, + "TN": 74421216, + "TP": 83228, + "n_pred": 88434, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916005202633791, + "FN": 12134, + "FP": 37527, + "IoU": 0.845027305351849, + "TN": 65730730, + "TP": 270789, + "n_pred": 308316, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5569970823891827, + "FN": 45924, + "FP": 13900, + "IoU": 0.3859985836420925, + "TN": 65953747, + "TP": 37609, + "n_pred": 51509, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6925491491822237, + "FN": 1541, + "FP": 320, + "IoU": 0.5296942127874652, + "TN": 66047223, + "TP": 2096, + "n_pred": 2416, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7445387254016971, + "FN": 964, + "FP": 451, + "IoU": 0.5930399769916594, + "TN": 66047703, + "TP": 2062, + "n_pred": 2513, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7837190055996819, + "FN": 11167, + "FP": 8956, + "IoU": 0.6443568626064826, + "TN": 65994598, + "TP": 36459, + "n_pred": 45415, + "n_ref": 47626 + }, + "14": { + "Dice": 0.5390258511224514, + "FN": 2423, + "FP": 93780, + "IoU": 0.36894961593713305, + "TN": 65898731, + "TP": 56246, + "n_pred": 150026, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6544124438861281, + "FN": 6884, + "FP": 11823, + "IoU": 0.48633954803811197, + "TN": 66014761, + "TP": 17712, + "n_pred": 29535, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9466335800567607, + "FN": 11195, + "FP": 3773, + "IoU": 0.8986745373065623, + "TN": 65903458, + "TP": 132754, + "n_pred": 136527, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9375611480366352, + "FN": 8292, + "FP": 11492, + "IoU": 0.8824612788811721, + "TN": 65882861, + "TP": 148535, + "n_pred": 160027, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9188416283356591, + "FN": 2860, + "FP": 1851, + "IoU": 0.8498677459447401, + "TN": 66019801, + "TP": 26668, + "n_pred": 28519, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7556337628427088, + "FN": 3323, + "FP": 982, + "IoU": 0.6072438646108932, + "TN": 66040219, + "TP": 6656, + "n_pred": 7638, + "n_ref": 9979 + }, + "6": { + "Dice": 0.947675463495206, + "FN": 26872, + "FP": 83180, + "IoU": 0.9005543733141765, + "TN": 64944525, + "TP": 996603, + "n_pred": 1079783, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7127680997575627, + "FN": 431454, + "FP": 7858, + "IoU": 0.5537215940836457, + "TN": 65066790, + "TP": 545078, + "n_pred": 552936, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9555083326737014, + "FN": 2835, + "FP": 4472, + "IoU": 0.9148070420893086, + "TN": 65965410, + "TP": 78463, + "n_pred": 82935, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9095078734275555, + "FN": 9208, + "FP": 2906, + "IoU": 0.8340343329999589, + "TN": 65978189, + "TP": 60877, + "n_pred": 63783, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982569016655259, + "FN": 2915, + "FP": 2433, + "IoU": 0.9657353007131004, + "TN": 113316461, + "TP": 150731, + "n_pred": 153164, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8484896970251089, + "FN": 6324, + "FP": 20190, + "IoU": 0.7368494183969193, + "TN": 113371784, + "TP": 74242, + "n_pred": 94432, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6988586479367866, + "FN": 1240, + "FP": 475, + "IoU": 0.5371120107962213, + "TN": 113468835, + "TP": 1990, + "n_pred": 2465, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8683905827865689, + "FN": 708, + "FP": 315, + "IoU": 0.767394270122783, + "TN": 113468142, + "TP": 3375, + "n_pred": 3690, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6693213061909986, + "FN": 27458, + "FP": 21372, + "IoU": 0.502992427326765, + "TN": 113374292, + "TP": 49418, + "n_pred": 70790, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9460066787650543, + "FN": 14160, + "FP": 14313, + "IoU": 0.897545230795803, + "TN": 113194632, + "TP": 249435, + "n_pred": 263748, + "n_ref": 263595 + }, + "15": { + "Dice": 0.32542456148186194, + "FN": 7310, + "FP": 53107, + "IoU": 0.1943325776770236, + "TN": 113397550, + "TP": 14573, + "n_pred": 67680, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9187325611364069, + "FN": 4106, + "FP": 17651, + "IoU": 0.849681150208306, + "TN": 113327801, + "TP": 122982, + "n_pred": 140633, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9557279891479878, + "FN": 1935, + "FP": 9031, + "IoU": 0.9152098104862717, + "TN": 113343209, + "TP": 118365, + "n_pred": 127396, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8160403890740969, + "FN": 1351, + "FP": 12058, + "IoU": 0.6892468134414832, + "TN": 113429390, + "TP": 29741, + "n_pred": 41799, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6244162050613663, + "FN": 15579, + "FP": 5169, + "IoU": 0.45392814844058427, + "TN": 113434545, + "TP": 17247, + "n_pred": 22416, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9648531552672714, + "FN": 37816, + "FP": 42747, + "IoU": 0.9320930263922055, + "TN": 112286167, + "TP": 1105810, + "n_pred": 1148557, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7927640755509608, + "FN": 24783, + "FP": 76247, + "IoU": 0.6566770086077119, + "TN": 113178269, + "TP": 193241, + "n_pred": 269488, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8935886714482386, + "FN": 22771, + "FP": 22910, + "IoU": 0.8076459887824022, + "TN": 113235056, + "TP": 191803, + "n_pred": 214713, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9095113031098893, + "FN": 13603, + "FP": 4830, + "IoU": 0.8340401011983541, + "TN": 113361471, + "TP": 92636, + "n_pred": 97466, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7729239593965846, + "FN": 3759, + "FP": 68765, + "IoU": 0.6298908411710972, + "TN": 75000775, + "TP": 123429, + "n_pred": 192194, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8468461567921566, + "FN": 22663, + "FP": 5330, + "IoU": 0.7343739621388243, + "TN": 75091343, + "TP": 77392, + "n_pred": 82722, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7258064516129032, + "FN": 1249, + "FP": 485, + "IoU": 0.569620253164557, + "TN": 75192699, + "TP": 2295, + "n_pred": 2780, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6289235509339496, + "FN": 1473, + "FP": 454, + "IoU": 0.45870786516853934, + "TN": 75193168, + "TP": 1633, + "n_pred": 2087, + "n_ref": 3106 + }, + "13": { + "Dice": 0.704758742419741, + "FN": 14933, + "FP": 18855, + "IoU": 0.5441138770829117, + "TN": 75122613, + "TP": 40327, + "n_pred": 59182, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9522178595176095, + "FN": 4887, + "FP": 7976, + "IoU": 0.9087937489364116, + "TN": 75055696, + "TP": 128169, + "n_pred": 136145, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7156784951990798, + "FN": 15637, + "FP": 30586, + "IoU": 0.5572424759095002, + "TN": 75092330, + "TP": 58175, + "n_pred": 88761, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9438317342165465, + "FN": 8102, + "FP": 8348, + "IoU": 0.8936376567955515, + "TN": 75042068, + "TP": 138210, + "n_pred": 146558, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9400989888203559, + "FN": 4015, + "FP": 14272, + "IoU": 0.8869686686816617, + "TN": 75034941, + "TP": 143500, + "n_pred": 157772, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8983792325926497, + "FN": 1655, + "FP": 3618, + "IoU": 0.8155068052202512, + "TN": 75168147, + "TP": 23308, + "n_pred": 26926, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7791038054492232, + "FN": 2511, + "FP": 432, + "IoU": 0.6381409074142382, + "TN": 75188595, + "TP": 5190, + "n_pred": 5622, + "n_ref": 7701 + }, + "6": { + "Dice": 0.931310133912688, + "FN": 26264, + "FP": 155216, + "IoU": 0.8714503276075792, + "TN": 73784978, + "TP": 1230270, + "n_pred": 1385486, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9148182489666986, + "FN": 6287, + "FP": 20814, + "IoU": 0.8430092453136223, + "TN": 75024100, + "TP": 145527, + "n_pred": 166341, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9268208491542975, + "FN": 6874, + "FP": 5422, + "IoU": 0.8636217433258282, + "TN": 75106567, + "TP": 77865, + "n_pred": 83287, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8763974806334621, + "FN": 7034, + "FP": 12767, + "IoU": 0.7799888888888888, + "TN": 75106728, + "TP": 70199, + "n_pred": 82966, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781984334203655, + "FN": 6045, + "FP": 3307, + "IoU": 0.9573272007154721, + "TN": 86708716, + "TP": 209804, + "n_pred": 213111, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7099554855176408, + "FN": 16117, + "FP": 26952, + "IoU": 0.5503340989768218, + "TN": 86832092, + "TP": 52711, + "n_pred": 79663, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6974789915966386, + "FN": 930, + "FP": 510, + "IoU": 0.535483870967742, + "TN": 86924772, + "TP": 1660, + "n_pred": 2170, + "n_ref": 2590 + }, + "12": { + "Dice": 0.696740023742124, + "FN": 1100, + "FP": 2221, + "IoU": 0.5346132286995515, + "TN": 86920736, + "TP": 3815, + "n_pred": 6036, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6316352703368382, + "FN": 18176, + "FP": 25196, + "IoU": 0.4615986196109587, + "TN": 86847315, + "TP": 37185, + "n_pred": 62381, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8314740359023727, + "FN": 9863, + "FP": 19897, + "IoU": 0.7115580324691059, + "TN": 86824697, + "TP": 73415, + "n_pred": 93312, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8559091572370429, + "FN": 33611, + "FP": 9837, + "IoU": 0.7481129340831353, + "TN": 86755382, + "TP": 129042, + "n_pred": 138879, + "n_ref": 162653 + }, + "2": { + "Dice": 0.910819191871971, + "FN": 7319, + "FP": 15573, + "IoU": 0.8362424173057114, + "TN": 86788080, + "TP": 116900, + "n_pred": 132473, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9314287137590913, + "FN": 20771, + "FP": 1253, + "IoU": 0.8716580033099461, + "TN": 86756268, + "TP": 149580, + "n_pred": 150833, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6093165589935396, + "FN": 3082, + "FP": 14153, + "IoU": 0.43814180929095353, + "TN": 86897197, + "TP": 13440, + "n_pred": 27593, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8344524195415606, + "FN": 67, + "FP": 2078, + "IoU": 0.7159316646801748, + "TN": 86920321, + "TP": 5406, + "n_pred": 7484, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9128365519682428, + "FN": 24092, + "FP": 195570, + "IoU": 0.8396497818436385, + "TN": 85557983, + "TP": 1150227, + "n_pred": 1345797, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7867386429504031, + "FN": 351344, + "FP": 12900, + "IoU": 0.6484494362068782, + "TN": 85891765, + "TP": 671863, + "n_pred": 684763, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9331050122645439, + "FN": 3984, + "FP": 3243, + "IoU": 0.8745987402613177, + "TN": 86870241, + "TP": 50404, + "n_pred": 53647, + "n_ref": 54388 + }, + "9": { + "Dice": 0.840070455111554, + "FN": 3543, + "FP": 14435, + "IoU": 0.7242426566454483, + "TN": 86862677, + "TP": 47217, + "n_pred": 61652, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.617752253726123, + "FN": 6335, + "FP": 95302, + "IoU": 0.446918618888254, + "TN": 37565835, + "TP": 82128, + "n_pred": 177430, + "n_ref": 88463 + }, + "10": { + "Dice": 0.627679958048446, + "FN": 28123, + "FP": 8797, + "IoU": 0.45738598786026075, + "TN": 37681559, + "TP": 31121, + "n_pred": 39918, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8409893992932862, + "FN": 327, + "FP": 528, + "IoU": 0.725609756097561, + "TN": 37746484, + "TP": 2261, + "n_pred": 2789, + "n_ref": 2588 + }, + "12": { + "Dice": 0.4246337223739757, + "FN": 2062, + "FP": 255, + "IoU": 0.26954602774274905, + "TN": 37746428, + "TP": 855, + "n_pred": 1110, + "n_ref": 2917 + }, + "13": { + "Dice": 0.698075252594523, + "FN": 14347, + "FP": 12069, + "IoU": 0.53618709836008, + "TN": 37692646, + "TP": 30538, + "n_pred": 42607, + "n_ref": 44885 + }, + "14": { + "Dice": 0.29759826372819687, + "FN": 7032, + "FP": 433114, + "IoU": 0.17481083188973132, + "TN": 37216212, + "TP": 93242, + "n_pred": 526356, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19578, + "IoU": 0.0, + "TN": 37730022, + "TP": 0, + "n_pred": 19578, + "n_ref": 0 + }, + "2": { + "Dice": 0.5344086629534338, + "FN": 62429, + "FP": 3441, + "IoU": 0.3646368871355126, + "TN": 37645927, + "TP": 37803, + "n_pred": 41244, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7178122364567927, + "FN": 4009, + "FP": 62578, + "IoU": 0.5598339469978912, + "TN": 37598323, + "TP": 84690, + "n_pred": 147268, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 35, + "IoU": 0.0, + "TN": 37737871, + "TP": 0, + "n_pred": 35, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8102935711631364, + "FN": 1327, + "FP": 2757, + "IoU": 0.6810869904732156, + "TN": 37736794, + "TP": 8722, + "n_pred": 11479, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8960594867140551, + "FN": 128425, + "FP": 14042, + "IoU": 0.8116918220954501, + "TN": 36993037, + "TP": 614096, + "n_pred": 628138, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8085360109700996, + "FN": 35439, + "FP": 111308, + "IoU": 0.6786071743791571, + "TN": 37293003, + "TP": 309850, + "n_pred": 421158, + "n_ref": 345289 + }, + "8": { + "Dice": 0.940503301847893, + "FN": 3956, + "FP": 5423, + "IoU": 0.887688752110551, + "TN": 37666091, + "TP": 74130, + "n_pred": 79553, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8967809154271754, + "FN": 4849, + "FP": 6643, + "IoU": 0.8128765428078288, + "TN": 37688186, + "TP": 49922, + "n_pred": 56565, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9506711603080638, + "FN": 8609, + "FP": 11048, + "IoU": 0.9059802078699785, + "TN": 75697615, + "TP": 189416, + "n_pred": 200464, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9093480800116805, + "FN": 14461, + "FP": 5407, + "IoU": 0.8337656252614669, + "TN": 75787170, + "TP": 99650, + "n_pred": 105057, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7221636810677906, + "FN": 1258, + "FP": 1115, + "IoU": 0.5651456844420011, + "TN": 75901231, + "TP": 3084, + "n_pred": 4199, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8256277869044825, + "FN": 1066, + "FP": 420, + "IoU": 0.7030375699440448, + "TN": 75901684, + "TP": 3518, + "n_pred": 3938, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7467660934408766, + "FN": 12059, + "FP": 7909, + "IoU": 0.5958712811171828, + "TN": 75857278, + "TP": 29442, + "n_pred": 37351, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9231658354925998, + "FN": 3079, + "FP": 16996, + "IoU": 0.8572961983565072, + "TN": 75766012, + "TP": 120601, + "n_pred": 137597, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7609197461135555, + "FN": 55577, + "FP": 27178, + "IoU": 0.6141004537251629, + "TN": 75692241, + "TP": 131692, + "n_pred": 158870, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9047624811478565, + "FN": 5842, + "FP": 33499, + "IoU": 0.8260879175286899, + "TN": 75680476, + "TP": 186871, + "n_pred": 220370, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9107062344610813, + "FN": 39148, + "FP": 2442, + "IoU": 0.8360520029328519, + "TN": 75653010, + "TP": 212088, + "n_pred": 214530, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8656159076410823, + "FN": 2360, + "FP": 6277, + "IoU": 0.7630712678992703, + "TN": 75870234, + "TP": 27817, + "n_pred": 34094, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8827751196172249, + "FN": 773, + "FP": 1579, + "IoU": 0.7901498929336188, + "TN": 75895480, + "TP": 8856, + "n_pred": 10435, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9729430465371988, + "FN": 70846, + "FP": 20152, + "IoU": 0.9473116785362746, + "TN": 74179588, + "TP": 1636102, + "n_pred": 1656254, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8922967083637012, + "FN": 33774, + "FP": 24154, + "IoU": 0.8055376517348802, + "TN": 75608800, + "TP": 239960, + "n_pred": 264114, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9624257395980784, + "FN": 3699, + "FP": 3176, + "IoU": 0.9275728748564626, + "TN": 75811765, + "TP": 88048, + "n_pred": 91224, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8909953866812024, + "FN": 10728, + "FP": 5670, + "IoU": 0.803419008343723, + "TN": 75823272, + "TP": 67018, + "n_pred": 72688, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965361641514044, + "FN": 2200, + "FP": 4463, + "IoU": 0.9330425782074343, + "TN": 61288239, + "TP": 92848, + "n_pred": 97311, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9008648271929547, + "FN": 6959, + "FP": 8688, + "IoU": 0.8196124093565903, + "TN": 61301009, + "TP": 71094, + "n_pred": 79782, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8363192182410424, + "FN": 261, + "FP": 945, + "IoU": 0.7186843946815955, + "TN": 61383463, + "TP": 3081, + "n_pred": 4026, + "n_ref": 3342 + }, + "12": { + "Dice": 0.855072463768116, + "FN": 655, + "FP": 265, + "IoU": 0.7468354430379747, + "TN": 61384116, + "TP": 2714, + "n_pred": 2979, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6900188844364608, + "FN": 9493, + "FP": 17427, + "IoU": 0.5267395661193348, + "TN": 61330868, + "TP": 29962, + "n_pred": 47389, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7948755258912473, + "FN": 3639, + "FP": 28784, + "IoU": 0.659579606064424, + "TN": 61292506, + "TP": 62821, + "n_pred": 91605, + "n_ref": 66460 + }, + "15": { + "Dice": 0.903459472961159, + "FN": 2944, + "FP": 5559, + "IoU": 0.8239179954441913, + "TN": 61339460, + "TP": 39787, + "n_pred": 45346, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9682765686562554, + "FN": 4634, + "FP": 3788, + "IoU": 0.938504001401951, + "TN": 61250798, + "TP": 128530, + "n_pred": 132318, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9774148453236329, + "FN": 3573, + "FP": 2437, + "IoU": 0.9558273370719624, + "TN": 61251693, + "TP": 130047, + "n_pred": 132484, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7200903556375857, + "FN": 5906, + "FP": 4255, + "IoU": 0.5626103051956437, + "TN": 61364519, + "TP": 13070, + "n_pred": 17325, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5762151958470977, + "FN": 15485, + "FP": 2475, + "IoU": 0.4047066622472655, + "TN": 61357580, + "TP": 12210, + "n_pred": 14685, + "n_ref": 27695 + }, + "6": { + "Dice": 0.96886708794224, + "FN": 31591, + "FP": 30304, + "IoU": 0.9396141628422465, + "TN": 60362758, + "TP": 963097, + "n_pred": 993401, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8146257312865643, + "FN": 17218, + "FP": 56928, + "IoU": 0.6872308204991922, + "TN": 61150687, + "TP": 162917, + "n_pred": 219845, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9139360265525601, + "FN": 21620, + "FP": 20698, + "IoU": 0.8415121474396186, + "TN": 61120739, + "TP": 224693, + "n_pred": 245391, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9253662799226937, + "FN": 7178, + "FP": 4523, + "IoU": 0.8610992402659069, + "TN": 61303510, + "TP": 72539, + "n_pred": 77062, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779012501578482, + "FN": 3530, + "FP": 4695, + "IoU": 0.9567580924141339, + "TN": 39558591, + "TP": 181984, + "n_pred": 186679, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6792708572111983, + "FN": 17754, + "FP": 14427, + "IoU": 0.5143150364478788, + "TN": 39682541, + "TP": 34078, + "n_pred": 48505, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7870582029189379, + "FN": 793, + "FP": 418, + "IoU": 0.6488837344157727, + "TN": 39745351, + "TP": 2238, + "n_pred": 2656, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8563006632277081, + "FN": 555, + "FP": 420, + "IoU": 0.7487113402061856, + "TN": 39744920, + "TP": 2905, + "n_pred": 3325, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7363670986877792, + "FN": 11909, + "FP": 10934, + "IoU": 0.5827381496027034, + "TN": 39694055, + "TP": 31902, + "n_pred": 42836, + "n_ref": 43811 + }, + "14": { + "Dice": 0.31920551475852477, + "FN": 17728, + "FP": 48836, + "IoU": 0.18991347101705022, + "TN": 39666631, + "TP": 15605, + "n_pred": 64441, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7910889493813655, + "FN": 5073, + "FP": 19562, + "IoU": 0.6543814360672298, + "TN": 39677522, + "TP": 46643, + "n_pred": 66205, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9338049519959576, + "FN": 10663, + "FP": 4533, + "IoU": 0.875829383886256, + "TN": 39626420, + "TP": 107184, + "n_pred": 111717, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9431156330842715, + "FN": 3761, + "FP": 11983, + "IoU": 0.8923546062437611, + "TN": 39602542, + "TP": 130514, + "n_pred": 142497, + "n_ref": 134275 + }, + "4": { + "Dice": 0.915421442042652, + "FN": 1688, + "FP": 2393, + "IoU": 0.8440342429106474, + "TN": 39722634, + "TP": 22085, + "n_pred": 24478, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8317341120845502, + "FN": 543, + "FP": 1877, + "IoU": 0.7119390548744197, + "TN": 39740399, + "TP": 5981, + "n_pred": 7858, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9701303341363331, + "FN": 21064, + "FP": 34782, + "IoU": 0.9419933087579239, + "TN": 38786049, + "TP": 906905, + "n_pred": 941687, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9141066183959422, + "FN": 99329, + "FP": 19583, + "IoU": 0.8418014455946349, + "TN": 38997137, + "TP": 632751, + "n_pred": 652334, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9624695271822551, + "FN": 1565, + "FP": 2176, + "IoU": 0.9276542254883001, + "TN": 39697090, + "TP": 47969, + "n_pred": 50145, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9141152457214633, + "FN": 875, + "FP": 6783, + "IoU": 0.841816078658184, + "TN": 39700388, + "TP": 40754, + "n_pred": 47537, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8658246279558768, + "FN": 6573, + "FP": 21440, + "IoU": 0.7633957228284739, + "TN": 101278212, + "TP": 90383, + "n_pred": 111823, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8225419213289453, + "FN": 16783, + "FP": 11526, + "IoU": 0.6985742730283122, + "TN": 101302691, + "TP": 65608, + "n_pred": 77134, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7407407407407407, + "FN": 1989, + "FP": 489, + "IoU": 0.5882352941176471, + "TN": 101390590, + "TP": 3540, + "n_pred": 4029, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7304432537749634, + "FN": 1476, + "FP": 1291, + "IoU": 0.5753529772866789, + "TN": 101390092, + "TP": 3749, + "n_pred": 5040, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9025425041033105, + "FN": 6229, + "FP": 3212, + "IoU": 0.8223940402957277, + "TN": 101343451, + "TP": 43716, + "n_pred": 46928, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9743098669783428, + "FN": 7172, + "FP": 1708, + "IoU": 0.9499066390626675, + "TN": 101219339, + "TP": 168389, + "n_pred": 170097, + "n_ref": 175561 + }, + "15": { + "Dice": 0.65414017503179, + "FN": 5011, + "FP": 18108, + "IoU": 0.4860388599884398, + "TN": 101351626, + "TP": 21863, + "n_pred": 39971, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9312912446624555, + "FN": 10204, + "FP": 15107, + "IoU": 0.8714172500330207, + "TN": 101199762, + "TP": 171535, + "n_pred": 186642, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9611905525338071, + "FN": 3801, + "FP": 9392, + "IoU": 0.9252809116034616, + "TN": 101220040, + "TP": 163375, + "n_pred": 172767, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6189848596869073, + "FN": 518, + "FP": 11335, + "IoU": 0.4482100460872399, + "TN": 101375127, + "TP": 9628, + "n_pred": 20963, + "n_ref": 10146 + }, + "5": { + "Dice": 0.786752780352178, + "FN": 11351, + "FP": 3375, + "IoU": 0.648468644816309, + "TN": 101354717, + "TP": 27165, + "n_pred": 30540, + "n_ref": 38516 + }, + "6": { + "Dice": 0.95227809129577, + "FN": 60064, + "FP": 117384, + "IoU": 0.9089034822928346, + "TN": 99448696, + "TP": 1770464, + "n_pred": 1887848, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.703476189623368, + "FN": 146779, + "FP": 118133, + "IoU": 0.5425864021880267, + "TN": 100817456, + "TP": 314240, + "n_pred": 432373, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9172845695433852, + "FN": 28836, + "FP": 12082, + "IoU": 0.8472074413463728, + "TN": 101128807, + "TP": 226883, + "n_pred": 238965, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9408670405055364, + "FN": 3985, + "FP": 6402, + "IoU": 0.8883370421732727, + "TN": 101303587, + "TP": 82634, + "n_pred": 89036, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9339256846567436, + "FN": 22017, + "FP": 5572, + "IoU": 0.8760418211145408, + "TN": 73660937, + "TP": 194978, + "n_pred": 200550, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08336610302791977, + "FN": 71071, + "FP": 33824, + "IoU": 0.04349610176446451, + "TN": 73773839, + "TP": 4770, + "n_pred": 38594, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6662318840579711, + "FN": 1662, + "FP": 2944, + "IoU": 0.4995110290122786, + "TN": 73874301, + "TP": 4597, + "n_pred": 7541, + "n_ref": 6259 + }, + "12": { + "Dice": 0.35461801596351195, + "FN": 4297, + "FP": 231, + "IoU": 0.21552321552321552, + "TN": 73877732, + "TP": 1244, + "n_pred": 1475, + "n_ref": 5541 + }, + "13": { + "Dice": 0.026823711473154797, + "FN": 59679, + "FP": 53516, + "IoU": 0.013594178902880049, + "TN": 73768749, + "TP": 1560, + "n_pred": 55076, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6608425016509998, + "FN": 7079, + "FP": 89471, + "IoU": 0.4934763106398829, + "TN": 73692891, + "TP": 94063, + "n_pred": 183534, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8347211897654284, + "FN": 44197, + "FP": 26284, + "IoU": 0.7163274423546742, + "TN": 73635045, + "TP": 177978, + "n_pred": 204262, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4278384229836975, + "FN": 129889, + "FP": 33696, + "IoU": 0.27213387557509366, + "TN": 73658758, + "TP": 61161, + "n_pred": 94857, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5708652989635195, + "FN": 22189, + "FP": 226395, + "IoU": 0.3994482105497118, + "TN": 73469578, + "TP": 165342, + "n_pred": 391737, + "n_ref": 187531 + }, + "4": { + "Dice": 0.359869486286247, + "FN": 33219, + "FP": 18967, + "IoU": 0.21941515219504898, + "TN": 73816649, + "TP": 14669, + "n_pred": 33636, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6974103740570806, + "FN": 6160, + "FP": 1622, + "IoU": 0.5354029850746269, + "TN": 73866754, + "TP": 8968, + "n_pred": 10590, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7422773291359293, + "FN": 127671, + "FP": 965094, + "IoU": 0.5901756773025135, + "TN": 71217081, + "TP": 1573658, + "n_pred": 2538752, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3185051939002058, + "FN": 103810, + "FP": 190561, + "IoU": 0.18941788743253662, + "TN": 73520344, + "TP": 68789, + "n_pred": 259350, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8786037676935887, + "FN": 11914, + "FP": 6748, + "IoU": 0.7834909217472011, + "TN": 73797309, + "TP": 67533, + "n_pred": 74281, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7877902773359553, + "FN": 8458, + "FP": 35570, + "IoU": 0.6498795238208841, + "TN": 73757753, + "TP": 81723, + "n_pred": 117293, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691531396838958, + "FN": 5839, + "FP": 5715, + "IoU": 0.9401523902267206, + "TN": 69302719, + "TP": 181503, + "n_pred": 187218, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7575716670810984, + "FN": 14157, + "FP": 19966, + "IoU": 0.6097507976989672, + "TN": 69408337, + "TP": 53316, + "n_pred": 73282, + "n_ref": 67473 + }, + "11": { + "Dice": 0.764579921904522, + "FN": 426, + "FP": 1443, + "IoU": 0.6188825448613376, + "TN": 69490872, + "TP": 3035, + "n_pred": 4478, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7687192830297774, + "FN": 493, + "FP": 1107, + "IoU": 0.6243249589105424, + "TN": 69491517, + "TP": 2659, + "n_pred": 3766, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7108573455577385, + "FN": 25715, + "FP": 16671, + "IoU": 0.5514186836562986, + "TN": 69401287, + "TP": 52103, + "n_pred": 68774, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9335481808980983, + "FN": 10831, + "FP": 9129, + "IoU": 0.8753777378187358, + "TN": 69335612, + "TP": 140204, + "n_pred": 149333, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7105294499067077, + "FN": 13455, + "FP": 52170, + "IoU": 0.5510241779894093, + "TN": 69349610, + "TP": 80541, + "n_pred": 132711, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9650582028977756, + "FN": 5813, + "FP": 4639, + "IoU": 0.9324758219253306, + "TN": 69340987, + "TP": 144337, + "n_pred": 148976, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9642104520645781, + "FN": 8538, + "FP": 3639, + "IoU": 0.9308941705257423, + "TN": 69319568, + "TP": 164031, + "n_pred": 167670, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5506210347600751, + "FN": 18633, + "FP": 11541, + "IoU": 0.37990135635018496, + "TN": 69447116, + "TP": 18486, + "n_pred": 30027, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8771689372550094, + "FN": 3093, + "FP": 1388, + "IoU": 0.781211854889898, + "TN": 69475295, + "TP": 16000, + "n_pred": 17388, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9591460122905309, + "FN": 78053, + "FP": 38793, + "IoU": 0.9214990994089892, + "TN": 68007309, + "TP": 1371621, + "n_pred": 1410414, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8750536019798706, + "FN": 14039, + "FP": 71334, + "IoU": 0.7778624861770637, + "TN": 69111451, + "TP": 298952, + "n_pred": 370286, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9176604137045361, + "FN": 8654, + "FP": 5708, + "IoU": 0.847848887099679, + "TN": 69401383, + "TP": 80031, + "n_pred": 85739, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8908921355299969, + "FN": 4420, + "FP": 14183, + "IoU": 0.8032511210762332, + "TN": 69401224, + "TP": 75949, + "n_pred": 90132, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8293725034130556, + "FN": 5581, + "FP": 75407, + "IoU": 0.7084854113124419, + "TN": 50555734, + "TP": 196830, + "n_pred": 272237, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8774918930413056, + "FN": 9814, + "FP": 8622, + "IoU": 0.781724325732282, + "TN": 50749090, + "TP": 66026, + "n_pred": 74648, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8501467634790669, + "FN": 1226, + "FP": 714, + "IoU": 0.7393524116619643, + "TN": 50826109, + "TP": 5503, + "n_pred": 6217, + "n_ref": 6729 + }, + "12": { + "Dice": 0.740632692132373, + "FN": 2237, + "FP": 608, + "IoU": 0.5880990299695961, + "TN": 50826645, + "TP": 4062, + "n_pred": 4670, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6633287600449014, + "FN": 11035, + "FP": 26755, + "IoU": 0.4962542323175771, + "TN": 50758534, + "TP": 37228, + "n_pred": 63983, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5006471749208243, + "FN": 23468, + "FP": 30929, + "IoU": 0.3339088482354958, + "TN": 50751886, + "TP": 27269, + "n_pred": 58198, + "n_ref": 50737 + }, + "15": { + "Dice": 0.40444174155911433, + "FN": 7822, + "FP": 71501, + "IoU": 0.25347977074451566, + "TN": 50727295, + "TP": 26934, + "n_pred": 98435, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9353492227675199, + "FN": 20814, + "FP": 5625, + "IoU": 0.8785502652794047, + "TN": 50615857, + "TP": 191256, + "n_pred": 196881, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9368765871121152, + "FN": 5937, + "FP": 20636, + "IoU": 0.8812491341594756, + "TN": 50609781, + "TP": 197198, + "n_pred": 217834, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6798092579669691, + "FN": 430, + "FP": 16088, + "IoU": 0.5149326050568231, + "TN": 50799499, + "TP": 17535, + "n_pred": 33623, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8859424794428925, + "FN": 1585, + "FP": 1314, + "IoU": 0.7952394405989547, + "TN": 50819394, + "TP": 11259, + "n_pred": 12573, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9423442813294441, + "FN": 33458, + "FP": 231210, + "IoU": 0.8909745058760189, + "TN": 48405973, + "TP": 2162911, + "n_pred": 2394121, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7012254324818636, + "FN": 10974, + "FP": 174274, + "IoU": 0.5399131227383475, + "TN": 50430915, + "TP": 217389, + "n_pred": 391663, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9584327968405997, + "FN": 4757, + "FP": 3758, + "IoU": 0.9201833486436325, + "TN": 50726870, + "TP": 98167, + "n_pred": 101925, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9236868706759613, + "FN": 9578, + "FP": 7861, + "IoU": 0.8581953016368649, + "TN": 50710573, + "TP": 105540, + "n_pred": 113401, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756167003181668, + "FN": 6353, + "FP": 3924, + "IoU": 0.9523941874308055, + "TN": 76668983, + "TP": 205600, + "n_pred": 209524, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7968676100019384, + "FN": 13571, + "FP": 12628, + "IoU": 0.6623274517638265, + "TN": 76807273, + "TP": 51388, + "n_pred": 64016, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7956917978458989, + "FN": 473, + "FP": 760, + "IoU": 0.6607044578976334, + "TN": 76881226, + "TP": 2401, + "n_pred": 3161, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6563530306872939, + "FN": 1315, + "FP": 40, + "IoU": 0.488486221215553, + "TN": 76882211, + "TP": 1294, + "n_pred": 1334, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5925735720984237, + "FN": 16244, + "FP": 20250, + "IoU": 0.4210334269350975, + "TN": 76821827, + "TP": 26539, + "n_pred": 46789, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9076714467682951, + "FN": 4194, + "FP": 11535, + "IoU": 0.8309509479386097, + "TN": 76791816, + "TP": 77315, + "n_pred": 88850, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6717308140571225, + "FN": 15520, + "FP": 8421, + "IoU": 0.5057188867784292, + "TN": 76836424, + "TP": 24495, + "n_pred": 32916, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9261843589275602, + "FN": 4943, + "FP": 10830, + "IoU": 0.8625171058251327, + "TN": 76770133, + "TP": 98954, + "n_pred": 109784, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9149244360511967, + "FN": 4875, + "FP": 12334, + "IoU": 0.8431896048986732, + "TN": 76775116, + "TP": 92535, + "n_pred": 104869, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9457852671365015, + "FN": 860, + "FP": 1894, + "IoU": 0.8971466985360024, + "TN": 76858084, + "TP": 24022, + "n_pred": 25916, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8471270247229327, + "FN": 3334, + "FP": 1149, + "IoU": 0.7347964978703265, + "TN": 76867956, + "TP": 12421, + "n_pred": 13570, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9708085338315907, + "FN": 28505, + "FP": 37800, + "IoU": 0.9432730116251613, + "TN": 75716016, + "TP": 1102539, + "n_pred": 1140339, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7467073850315821, + "FN": 9070, + "FP": 94109, + "IoU": 0.5957965251797152, + "TN": 76629595, + "TP": 152086, + "n_pred": 246195, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9599547153915012, + "FN": 4384, + "FP": 1700, + "IoU": 0.9229931903906032, + "TN": 76805854, + "TP": 72922, + "n_pred": 74622, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9213447474346619, + "FN": 10509, + "FP": 3365, + "IoU": 0.8541605348358071, + "TN": 76789728, + "TP": 81258, + "n_pred": 84623, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8643162313223444, + "FN": 9058, + "FP": 27210, + "IoU": 0.7610536094292509, + "TN": 130848149, + "TP": 115515, + "n_pred": 142725, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7410414166943232, + "FN": 14022, + "FP": 16409, + "IoU": 0.5886146109338669, + "TN": 130925960, + "TP": 43541, + "n_pred": 59950, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7301010101010101, + "FN": 1954, + "FP": 718, + "IoU": 0.5749284123448934, + "TN": 130993646, + "TP": 3614, + "n_pred": 4332, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7403376810434504, + "FN": 2676, + "FP": 569, + "IoU": 0.5877270994791005, + "TN": 130992061, + "TP": 4626, + "n_pred": 5195, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5995729099027333, + "FN": 33634, + "FP": 26183, + "IoU": 0.4281357552581262, + "TN": 130895332, + "TP": 44783, + "n_pred": 70966, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6852494863856409, + "FN": 443476, + "FP": 18280, + "IoU": 0.5212011551163671, + "TN": 130035527, + "TP": 502649, + "n_pred": 520929, + "n_ref": 946125 + }, + "15": { + "Dice": 0.10999747101651826, + "FN": 17046, + "FP": 116684, + "IoU": 0.05819964223840444, + "TN": 130857938, + "TP": 8264, + "n_pred": 124948, + "n_ref": 25310 + }, + "2": { + "Dice": 0.746663478434949, + "FN": 84584, + "FP": 6530, + "IoU": 0.5957406216030348, + "TN": 130774547, + "TP": 134271, + "n_pred": 140801, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8536533232747104, + "FN": 11464, + "FP": 81652, + "IoU": 0.7446729166723792, + "TN": 130635239, + "TP": 271577, + "n_pred": 353229, + "n_ref": 283041 + }, + "4": { + "Dice": 0.009942270686337396, + "FN": 2249, + "FP": 3925, + "IoU": 0.004995970991136181, + "TN": 130993727, + "TP": 31, + "n_pred": 3956, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7582327434665417, + "FN": 7544, + "FP": 2771, + "IoU": 0.6106077765194413, + "TN": 130973442, + "TP": 16175, + "n_pred": 18946, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8832507723530347, + "FN": 56393, + "FP": 318107, + "IoU": 0.7909123646443695, + "TN": 129208817, + "TP": 1416615, + "n_pred": 1734722, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6580545117408642, + "FN": 43657, + "FP": 123051, + "IoU": 0.4903735043623402, + "TN": 130672814, + "TP": 160410, + "n_pred": 283461, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9548415765376161, + "FN": 5691, + "FP": 5691, + "IoU": 0.9135854958470626, + "TN": 130868218, + "TP": 120332, + "n_pred": 126023, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8016066516629158, + "FN": 5929, + "FP": 19459, + "IoU": 0.6689011189650226, + "TN": 130923254, + "TP": 51290, + "n_pred": 70749, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646372078074374, + "FN": 1892, + "FP": 2179, + "IoU": 0.931690046311833, + "TN": 74367102, + "TP": 55525, + "n_pred": 57704, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7428521376068439, + "FN": 27890, + "FP": 7339, + "IoU": 0.5909027568107392, + "TN": 74340584, + "TP": 50885, + "n_pred": 58224, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7569556219820649, + "FN": 742, + "FP": 315, + "IoU": 0.6089530151683314, + "TN": 74423995, + "TP": 1646, + "n_pred": 1961, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7716569453445669, + "FN": 671, + "FP": 386, + "IoU": 0.628209637706648, + "TN": 74423855, + "TP": 1786, + "n_pred": 2172, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5876648876630324, + "FN": 55814, + "FP": 10861, + "IoU": 0.41609451080673976, + "TN": 74312510, + "TP": 47513, + "n_pred": 58374, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8953168044077136, + "FN": 19120, + "FP": 16372, + "IoU": 0.8104738154613467, + "TN": 74239431, + "TP": 151775, + "n_pred": 168147, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3152178724785669, + "FN": 11537, + "FP": 34870, + "IoU": 0.18709711322869954, + "TN": 74369610, + "TP": 10681, + "n_pred": 45551, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9198048313637024, + "FN": 11111, + "FP": 7659, + "IoU": 0.8515172610195234, + "TN": 74300286, + "TP": 107642, + "n_pred": 115301, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9496285146374882, + "FN": 8171, + "FP": 4880, + "IoU": 0.9040882467499063, + "TN": 74290625, + "TP": 123022, + "n_pred": 127902, + "n_ref": 131193 + }, + "4": { + "Dice": 0.687317706670073, + "FN": 14318, + "FP": 369, + "IoU": 0.5235979110577703, + "TN": 74395869, + "TP": 16142, + "n_pred": 16511, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728017628744647, + "FN": 13481, + "FP": 35396, + "IoU": 0.9470438399473006, + "TN": 73503727, + "TP": 874094, + "n_pred": 909490, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8479872848599541, + "FN": 13396, + "FP": 35764, + "IoU": 0.7360919490865754, + "TN": 74240421, + "TP": 137117, + "n_pred": 172881, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9292768654566408, + "FN": 2913, + "FP": 3224, + "IoU": 0.867896504219046, + "TN": 74380242, + "TP": 40319, + "n_pred": 43543, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8957259865971705, + "FN": 3698, + "FP": 3304, + "IoU": 0.8111446758010573, + "TN": 74389622, + "TP": 30074, + "n_pred": 33378, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752901307243338, + "FN": 4132, + "FP": 2773, + "IoU": 0.9517719697710478, + "TN": 106503514, + "TP": 136269, + "n_pred": 139042, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8645505826959433, + "FN": 14512, + "FP": 12069, + "IoU": 0.7614170825404803, + "TN": 106535276, + "TP": 84831, + "n_pred": 96900, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6432357686102789, + "FN": 1860, + "FP": 1236, + "IoU": 0.47409546458297946, + "TN": 106640801, + "TP": 2791, + "n_pred": 4027, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8165437400802913, + "FN": 1097, + "FP": 868, + "IoU": 0.6899652887346166, + "TN": 106640350, + "TP": 4373, + "n_pred": 5241, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8448703824150152, + "FN": 9118, + "FP": 2569, + "IoU": 0.7314074278359992, + "TN": 106603176, + "TP": 31825, + "n_pred": 34394, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9389130740064597, + "FN": 3395, + "FP": 5305, + "IoU": 0.8848597141344626, + "TN": 106571128, + "TP": 66860, + "n_pred": 72165, + "n_ref": 70255 + }, + "15": { + "Dice": 0.19093913250986963, + "FN": 8158, + "FP": 147799, + "IoU": 0.10554599678825419, + "TN": 106472328, + "TP": 18403, + "n_pred": 166202, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8226972752542152, + "FN": 22556, + "FP": 48183, + "IoU": 0.6987984126443437, + "TN": 106411832, + "TP": 164117, + "n_pred": 212300, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8991842426785472, + "FN": 4772, + "FP": 27904, + "IoU": 0.8168344581717079, + "TN": 106468292, + "TP": 145720, + "n_pred": 173624, + "n_ref": 150492 + }, + "4": { + "Dice": 0.884577382556364, + "FN": 235, + "FP": 2335, + "IoU": 0.7930423578676116, + "TN": 106634270, + "TP": 9848, + "n_pred": 12183, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8077244010013113, + "FN": 1054, + "FP": 559, + "IoU": 0.6774645070985803, + "TN": 106641687, + "TP": 3388, + "n_pred": 3947, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9765338749026753, + "FN": 31547, + "FP": 28098, + "IoU": 0.9541438167382564, + "TN": 105345991, + "TP": 1241052, + "n_pred": 1269150, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8816849216652592, + "FN": 22057, + "FP": 62426, + "IoU": 0.788404751707504, + "TN": 106247421, + "TP": 314784, + "n_pred": 377210, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9525410075139933, + "FN": 2449, + "FP": 4385, + "IoU": 0.9093826243767901, + "TN": 106571272, + "TP": 68582, + "n_pred": 72967, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9212467947167255, + "FN": 8919, + "FP": 4103, + "IoU": 0.853992173747295, + "TN": 106557501, + "TP": 76165, + "n_pred": 80268, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541873512522827, + "FN": 10010, + "FP": 3888, + "IoU": 0.9123884209995461, + "TN": 107968296, + "TP": 144734, + "n_pred": 148622, + "n_ref": 154744 + }, + "10": { + "Dice": 0.861307664032347, + "FN": 6159, + "FP": 17989, + "IoU": 0.7564006859679209, + "TN": 108027798, + "TP": 74982, + "n_pred": 92971, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7828291363866824, + "FN": 721, + "FP": 564, + "IoU": 0.6431546792557623, + "TN": 108123327, + "TP": 2316, + "n_pred": 2880, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7829641350210971, + "FN": 1005, + "FP": 641, + "IoU": 0.6433369447453955, + "TN": 108122313, + "TP": 2969, + "n_pred": 3610, + "n_ref": 3974 + }, + "13": { + "Dice": 0.736615092117678, + "FN": 25505, + "FP": 11622, + "IoU": 0.5830488297920129, + "TN": 108037884, + "TP": 51917, + "n_pred": 63539, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7958433025033033, + "FN": 6464, + "FP": 10687, + "IoU": 0.6609134045077105, + "TN": 108076348, + "TP": 33429, + "n_pred": 44116, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2863220936398515, + "FN": 4283, + "FP": 110116, + "IoU": 0.16708046043961644, + "TN": 107989581, + "TP": 22948, + "n_pred": 133064, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8891557156516132, + "FN": 10452, + "FP": 34413, + "IoU": 0.8004323631850755, + "TN": 107902117, + "TP": 179946, + "n_pred": 214359, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9675923577219274, + "FN": 9510, + "FP": 3266, + "IoU": 0.9372192902281059, + "TN": 107923426, + "TP": 190726, + "n_pred": 193992, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9552380669498322, + "FN": 1149, + "FP": 1865, + "IoU": 0.9143117075112299, + "TN": 108091754, + "TP": 32160, + "n_pred": 34025, + "n_ref": 33309 + }, + "5": { + "Dice": 0.9062852841550622, + "FN": 265, + "FP": 482, + "IoU": 0.8286304198210599, + "TN": 108122569, + "TP": 3612, + "n_pred": 4094, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9726121429509393, + "FN": 46190, + "FP": 34525, + "IoU": 0.9466844836423781, + "TN": 106613016, + "TP": 1433197, + "n_pred": 1467722, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8134728825931699, + "FN": 8989, + "FP": 104465, + "IoU": 0.6855914800927811, + "TN": 107766079, + "TP": 247395, + "n_pred": 351860, + "n_ref": 256384 + }, + "8": { + "Dice": 0.951379824186487, + "FN": 1991, + "FP": 2218, + "IoU": 0.9072682808610015, + "TN": 108081539, + "TP": 41180, + "n_pred": 43398, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9236044504124304, + "FN": 3961, + "FP": 5597, + "IoU": 0.8580530184896413, + "TN": 108059593, + "TP": 57777, + "n_pred": 63374, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7715444027272387, + "FN": 11162, + "FP": 55953, + "IoU": 0.6280604723850903, + "TN": 62389714, + "TP": 113331, + "n_pred": 169284, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8603159500647977, + "FN": 6702, + "FP": 10328, + "IoU": 0.7548723263379106, + "TN": 62500686, + "TP": 52444, + "n_pred": 62772, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6525183927560838, + "FN": 899, + "FP": 329, + "IoU": 0.48425031499370014, + "TN": 62567779, + "TP": 1153, + "n_pred": 1482, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7034412955465587, + "FN": 1487, + "FP": 857, + "IoU": 0.5425448868071819, + "TN": 62565036, + "TP": 2780, + "n_pred": 3637, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8046808608374101, + "FN": 6674, + "FP": 10334, + "IoU": 0.6731933209077109, + "TN": 62518117, + "TP": 35035, + "n_pred": 45369, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9540390841192288, + "FN": 25708, + "FP": 5965, + "IoU": 0.9121173359674363, + "TN": 62209759, + "TP": 328728, + "n_pred": 334693, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5640629896217723, + "FN": 31037, + "FP": 62172, + "IoU": 0.3928187556592036, + "TN": 62416649, + "TP": 60302, + "n_pred": 122474, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9342544750375267, + "FN": 13592, + "FP": 8001, + "IoU": 0.8766205938987389, + "TN": 62395147, + "TP": 153420, + "n_pred": 161421, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9526525304266683, + "FN": 8239, + "FP": 10839, + "IoU": 0.9095859379072733, + "TN": 62359153, + "TP": 191929, + "n_pred": 202768, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9099143814369028, + "FN": 1481, + "FP": 2875, + "IoU": 0.8347182697780308, + "TN": 62543805, + "TP": 21999, + "n_pred": 24874, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6857271162338149, + "FN": 3594, + "FP": 605, + "IoU": 0.5217539863325741, + "TN": 62561380, + "TP": 4581, + "n_pred": 5186, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9694906307551515, + "FN": 46990, + "FP": 41789, + "IoU": 0.9407877887278102, + "TN": 61070824, + "TP": 1410557, + "n_pred": 1452346, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8598968285223919, + "FN": 10536, + "FP": 47096, + "IoU": 0.7542272050764841, + "TN": 62335667, + "TP": 176861, + "n_pred": 223957, + "n_ref": 187397 + }, + "8": { + "Dice": 0.877118475888073, + "FN": 3827, + "FP": 14749, + "IoU": 0.7811318087024142, + "TN": 62485287, + "TP": 66297, + "n_pred": 81046, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8467276489164761, + "FN": 2943, + "FP": 13947, + "IoU": 0.7341957414664085, + "TN": 62506617, + "TP": 46653, + "n_pred": 60600, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8717685303256165, + "FN": 38012, + "FP": 33386, + "IoU": 0.7726858838436901, + "TN": 55067154, + "TP": 242696, + "n_pred": 276082, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8626617732277381, + "FN": 7346, + "FP": 14695, + "IoU": 0.7584918478260869, + "TN": 55289984, + "TP": 69223, + "n_pred": 83918, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7593868029326817, + "FN": 909, + "FP": 1257, + "IoU": 0.6121060171919771, + "TN": 55375664, + "TP": 3418, + "n_pred": 4675, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8195848855774348, + "FN": 878, + "FP": 817, + "IoU": 0.6943192064923355, + "TN": 55375703, + "TP": 3850, + "n_pred": 4667, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7463624449746296, + "FN": 10449, + "FP": 19743, + "IoU": 0.5953574396225909, + "TN": 55306634, + "TP": 44422, + "n_pred": 64165, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8413497045790251, + "FN": 4051, + "FP": 30319, + "IoU": 0.7261463686705709, + "TN": 55255743, + "TP": 91135, + "n_pred": 121454, + "n_ref": 95186 + }, + "15": { + "Dice": 0.833345263782225, + "FN": 6367, + "FP": 26227, + "IoU": 0.7143032449204986, + "TN": 55267162, + "TP": 81492, + "n_pred": 107719, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9540001070535549, + "FN": 8228, + "FP": 9819, + "IoU": 0.9120460847909468, + "TN": 55176061, + "TP": 187140, + "n_pred": 196959, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9594143348414285, + "FN": 10637, + "FP": 4021, + "IoU": 0.921994571869512, + "TN": 55193338, + "TP": 173252, + "n_pred": 177273, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8273398058252427, + "FN": 2083, + "FP": 140, + "IoU": 0.7055239104517155, + "TN": 55373699, + "TP": 5326, + "n_pred": 5466, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8072079451213269, + "FN": 1698, + "FP": 185, + "IoU": 0.6767381974248927, + "TN": 55375423, + "TP": 3942, + "n_pred": 4127, + "n_ref": 5640 + }, + "6": { + "Dice": 0.968074486556558, + "FN": 66472, + "FP": 28000, + "IoU": 0.9381243839259107, + "TN": 53854443, + "TP": 1432333, + "n_pred": 1460333, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9343222999313758, + "FN": 15276, + "FP": 7215, + "IoU": 0.8767400311287459, + "TN": 55198780, + "TP": 159977, + "n_pred": 167192, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9509273935360618, + "FN": 1756, + "FP": 2919, + "IoU": 0.9064457385283464, + "TN": 55331277, + "TP": 45296, + "n_pred": 48215, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8950635307858226, + "FN": 3402, + "FP": 7739, + "IoU": 0.8100588185150456, + "TN": 55322593, + "TP": 47514, + "n_pred": 55253, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9589312309611742, + "FN": 18960, + "FP": 4148, + "IoU": 0.9211026778245535, + "TN": 110853728, + "TP": 269779, + "n_pred": 273927, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8399312142110021, + "FN": 11207, + "FP": 15880, + "IoU": 0.7240356990036065, + "TN": 111048461, + "TP": 71067, + "n_pred": 86947, + "n_ref": 82274 + }, + "11": { + "Dice": 0.813763110770018, + "FN": 453, + "FP": 1003, + "IoU": 0.6860038818201424, + "TN": 111141978, + "TP": 3181, + "n_pred": 4184, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8335071254779284, + "FN": 706, + "FP": 252, + "IoU": 0.7145411203814065, + "TN": 111143259, + "TP": 2398, + "n_pred": 2650, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8320246663098785, + "FN": 10513, + "FP": 10516, + "IoU": 0.7123649295582, + "TN": 111073505, + "TP": 52081, + "n_pred": 62597, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8827359956587159, + "FN": 5329, + "FP": 4179, + "IoU": 0.7900872060933878, + "TN": 111101320, + "TP": 35787, + "n_pred": 39966, + "n_ref": 41116 + }, + "15": { + "Dice": 0.18761496514848094, + "FN": 2364, + "FP": 196819, + "IoU": 0.10351827097482706, + "TN": 110924432, + "TP": 23000, + "n_pred": 219819, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7487093046142045, + "FN": 7531, + "FP": 92055, + "IoU": 0.5983496140226343, + "TN": 110898673, + "TP": 148356, + "n_pred": 240411, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7288951666116793, + "FN": 103167, + "FP": 2013, + "IoU": 0.573434344253652, + "TN": 110900041, + "TP": 141394, + "n_pred": 143407, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9284204012170595, + "FN": 835, + "FP": 1941, + "IoU": 0.8664035805380432, + "TN": 111125836, + "TP": 18003, + "n_pred": 19944, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8086558319116459, + "FN": 264, + "FP": 1867, + "IoU": 0.6787760024118179, + "TN": 111139981, + "TP": 4503, + "n_pred": 6370, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9800153352721763, + "FN": 18059, + "FP": 46631, + "IoU": 0.9608137937384452, + "TN": 109495779, + "TP": 1586146, + "n_pred": 1632777, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.330098863709315, + "FN": 275861, + "FP": 141541, + "IoU": 0.19767569261169343, + "TN": 110626374, + "TP": 102839, + "n_pred": 244380, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8119774945166724, + "FN": 3917, + "FP": 31573, + "IoU": 0.6834697918338952, + "TN": 111034493, + "TP": 76632, + "n_pred": 108205, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9171275694957393, + "FN": 4947, + "FP": 4253, + "IoU": 0.8469396243365998, + "TN": 111086508, + "TP": 50907, + "n_pred": 55160, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698578728840626, + "FN": 7847, + "FP": 4233, + "IoU": 0.9414796729062512, + "TN": 96914601, + "TP": 194344, + "n_pred": 198577, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8980336293318067, + "FN": 6947, + "FP": 8371, + "IoU": 0.8149374184506838, + "TN": 97038253, + "TP": 67454, + "n_pred": 75825, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8093477686823343, + "FN": 847, + "FP": 597, + "IoU": 0.6797516078953205, + "TN": 97116516, + "TP": 3065, + "n_pred": 3662, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7228437009932044, + "FN": 1826, + "FP": 825, + "IoU": 0.5659790438768828, + "TN": 97114917, + "TP": 3457, + "n_pred": 4282, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8653499087545244, + "FN": 8457, + "FP": 4898, + "IoU": 0.7626579466491319, + "TN": 97064756, + "TP": 42914, + "n_pred": 47812, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9334927470451266, + "FN": 6822, + "FP": 11201, + "IoU": 0.8752802613004125, + "TN": 96976517, + "TP": 126485, + "n_pred": 137686, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8193970636545119, + "FN": 3647, + "FP": 24941, + "IoU": 0.6940496575342465, + "TN": 97027585, + "TP": 64852, + "n_pred": 89793, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8661145914553814, + "FN": 6327, + "FP": 43469, + "IoU": 0.7638466682158558, + "TN": 96910162, + "TP": 161067, + "n_pred": 204536, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9293787022235479, + "FN": 20430, + "FP": 9876, + "IoU": 0.8680741772592722, + "TN": 96891305, + "TP": 199414, + "n_pred": 209290, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9048194463959534, + "FN": 1134, + "FP": 2253, + "IoU": 0.8261829005439802, + "TN": 97101539, + "TP": 16099, + "n_pred": 18352, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7489631426559199, + "FN": 2887, + "FP": 3529, + "IoU": 0.5986739225620817, + "TN": 97105038, + "TP": 9571, + "n_pred": 13100, + "n_ref": 12458 + }, + "6": { + "Dice": 0.980141416564888, + "FN": 31204, + "FP": 31867, + "IoU": 0.9610562017956962, + "TN": 95501486, + "TP": 1556468, + "n_pred": 1588335, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9184719203232263, + "FN": 27604, + "FP": 25506, + "IoU": 0.8492353897993307, + "TN": 96768754, + "TP": 299161, + "n_pred": 324667, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9581404719333149, + "FN": 4991, + "FP": 3320, + "IoU": 0.919644583671733, + "TN": 97017597, + "TP": 95117, + "n_pred": 98437, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9344291398197558, + "FN": 5965, + "FP": 6593, + "IoU": 0.8769282032184088, + "TN": 97018987, + "TP": 89480, + "n_pred": 96073, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705797608512214, + "FN": 8498, + "FP": 2938, + "IoU": 0.9428411487749533, + "TN": 78856331, + "TP": 188638, + "n_pred": 191576, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8511694014681834, + "FN": 9471, + "FP": 19744, + "IoU": 0.740900705949129, + "TN": 78943649, + "TP": 83541, + "n_pred": 103285, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7492365117068205, + "FN": 801, + "FP": 677, + "IoU": 0.599023331524688, + "TN": 79052719, + "TP": 2208, + "n_pred": 2885, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5862450592885375, + "FN": 1150, + "FP": 1467, + "IoU": 0.41467233281145155, + "TN": 79051934, + "TP": 1854, + "n_pred": 3321, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7393757786481446, + "FN": 20074, + "FP": 11933, + "IoU": 0.5865156056221579, + "TN": 78978997, + "TP": 45401, + "n_pred": 57334, + "n_ref": 65475 + }, + "14": { + "Dice": 0.48947209748821857, + "FN": 22454, + "FP": 9721, + "IoU": 0.3240404210172483, + "TN": 79008806, + "TP": 15424, + "n_pred": 25145, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4807094343876525, + "FN": 12946, + "FP": 42333, + "IoU": 0.31640388301490135, + "TN": 78975540, + "TP": 25586, + "n_pred": 67919, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9415878093207162, + "FN": 6776, + "FP": 6372, + "IoU": 0.8896229820599568, + "TN": 78937286, + "TP": 105971, + "n_pred": 112343, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9388310192563505, + "FN": 10927, + "FP": 3466, + "IoU": 0.8847139676080932, + "TN": 78931559, + "TP": 110453, + "n_pred": 113919, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8420006213109661, + "FN": 1706, + "FP": 837, + "IoU": 0.7271166434166756, + "TN": 79047086, + "TP": 6776, + "n_pred": 7613, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8781858707239073, + "FN": 427, + "FP": 830, + "IoU": 0.7828265376641327, + "TN": 79050617, + "TP": 4531, + "n_pred": 5361, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9772087216779963, + "FN": 24729, + "FP": 35627, + "IoU": 0.9554331781956625, + "TN": 77702124, + "TP": 1293925, + "n_pred": 1329552, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.914052551616331, + "FN": 57637, + "FP": 20657, + "IoU": 0.8417097466150988, + "TN": 78561782, + "TP": 416329, + "n_pred": 436986, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9410865291602958, + "FN": 1368, + "FP": 2408, + "IoU": 0.888728451451304, + "TN": 79022470, + "TP": 30159, + "n_pred": 32567, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9353062387037336, + "FN": 4794, + "FP": 4405, + "IoU": 0.8784744240118368, + "TN": 78980709, + "TP": 66497, + "n_pred": 70902, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9413700199906051, + "FN": 9976, + "FP": 17857, + "IoU": 0.8892342345927619, + "TN": 122460662, + "TP": 223445, + "n_pred": 241302, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8509782720396045, + "FN": 15166, + "FP": 18187, + "IoU": 0.7406111227767279, + "TN": 122583357, + "TP": 95230, + "n_pred": 113417, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7406161014755371, + "FN": 1321, + "FP": 683, + "IoU": 0.5880781089414183, + "TN": 122707075, + "TP": 2861, + "n_pred": 3544, + "n_ref": 4182 + }, + "12": { + "Dice": 0.57679832093112, + "FN": 3267, + "FP": 1169, + "IoU": 0.40528220941144927, + "TN": 122704481, + "TP": 3023, + "n_pred": 4192, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7108533403634446, + "FN": 14702, + "FP": 17105, + "IoU": 0.5514138636203371, + "TN": 122641035, + "TP": 39098, + "n_pred": 56203, + "n_ref": 53800 + }, + "14": { + "Dice": 0.779654203533338, + "FN": 14600, + "FP": 38021, + "IoU": 0.6388797386697411, + "TN": 122566224, + "TP": 93095, + "n_pred": 131116, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7640366089597722, + "FN": 12980, + "FP": 10559, + "IoU": 0.6181709057876978, + "TN": 122650292, + "TP": 38109, + "n_pred": 48668, + "n_ref": 51089 + }, + "2": { + "Dice": 0.636944414561283, + "FN": 59972, + "FP": 27772, + "IoU": 0.46729159204191534, + "TN": 122547227, + "TP": 76969, + "n_pred": 104741, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7850486842721034, + "FN": 3292, + "FP": 74791, + "IoU": 0.6461564954162532, + "TN": 122491269, + "TP": 142588, + "n_pred": 217379, + "n_ref": 145880 + }, + "4": { + "Dice": 0.789638087031452, + "FN": 6827, + "FP": 24421, + "IoU": 0.6523983269555931, + "TN": 122622044, + "TP": 58648, + "n_pred": 83069, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6416959106209267, + "FN": 8249, + "FP": 1757, + "IoU": 0.4724243382895708, + "TN": 122692974, + "TP": 8960, + "n_pred": 10717, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9706882306325778, + "FN": 43724, + "FP": 56958, + "IoU": 0.9430458870873766, + "TN": 120944166, + "TP": 1667092, + "n_pred": 1724050, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5882480712883342, + "FN": 181663, + "FP": 356694, + "IoU": 0.41667948831857216, + "TN": 121789022, + "TP": 384561, + "n_pred": 741255, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8694634997422578, + "FN": 4888, + "FP": 34616, + "IoU": 0.7690715864052471, + "TN": 122540874, + "TP": 131562, + "n_pred": 166178, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8875314456114077, + "FN": 7184, + "FP": 9939, + "IoU": 0.7978036251992678, + "TN": 122627255, + "TP": 67562, + "n_pred": 77501, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab7684373afe6f6034a253ad2fe0fa7506e8eb6 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.592960764117857, + "FN": 2295.293333333333, + "FP": 1964.2066666666665, + "IoU": 0.5105415588474814, + "TN": 685556.5822222222, + "TP": 11111.917777777779, + "n_pred": 13076.124444444442, + "n_ref": 13407.21111111111 + }, + "mean": { + "1": { + "Dice": 0.6046157975143613, + "FN": 2040.4333333333334, + "FP": 1197.8666666666666, + "IoU": 0.5646133649922599, + "TN": 685461.6, + "TP": 12228.1, + "n_pred": 13425.966666666667, + "n_ref": 14268.533333333333 + }, + "10": { + "Dice": 0.5806517941756093, + "FN": 2800.4666666666667, + "FP": 1839.6, + "IoU": 0.47862489811400977, + "TN": 687883.6333333333, + "TP": 8404.3, + "n_pred": 10243.9, + "n_ref": 11204.766666666666 + }, + "11": { + "Dice": 0.5616644490597238, + "FN": 97.76666666666667, + "FP": 93.46666666666667, + "IoU": 0.4497216365099958, + "TN": 700409.2333333333, + "TP": 327.53333333333336, + "n_pred": 421.0, + "n_ref": 425.3 + }, + "12": { + "Dice": 0.4382145172406009, + "FN": 217.3, + "FP": 134.0, + "IoU": 0.3361414983840036, + "TN": 700173.8666666667, + "TP": 402.8333333333333, + "n_pred": 536.8333333333334, + "n_ref": 620.1333333333333 + }, + "13": { + "Dice": 0.4668578215592807, + "FN": 3001.3, + "FP": 1711.1, + "IoU": 0.3599494094131831, + "TN": 691513.3666666667, + "TP": 4702.233333333334, + "n_pred": 6413.333333333333, + "n_ref": 7703.533333333334 + }, + "14": { + "Dice": 0.5116033925203137, + "FN": 4314.3, + "FP": 2179.3333333333335, + "IoU": 0.42104294341024895, + "TN": 681851.5333333333, + "TP": 12582.833333333334, + "n_pred": 14762.166666666666, + "n_ref": 16897.133333333335 + }, + "15": { + "Dice": 0.41120698597115, + "FN": 3105.6666666666665, + "FP": 2760.366666666667, + "IoU": 0.3206930748827593, + "TN": 688296.9, + "TP": 6765.066666666667, + "n_pred": 9525.433333333332, + "n_ref": 9870.733333333334 + }, + "2": { + "Dice": 0.6158219254626004, + "FN": 2858.766666666667, + "FP": 896.6666666666666, + "IoU": 0.5619993146551064, + "TN": 688894.0, + "TP": 8278.566666666668, + "n_pred": 9175.233333333334, + "n_ref": 11137.333333333334 + }, + "3": { + "Dice": 0.5255463982418012, + "FN": 1018.9, + "FP": 2846.0, + "IoU": 0.48533659297040965, + "TN": 685056.9666666667, + "TP": 12006.133333333333, + "n_pred": 14852.133333333333, + "n_ref": 13025.033333333333 + }, + "4": { + "Dice": 0.4206129611448206, + "FN": 854.9333333333333, + "FP": 858.8333333333334, + "IoU": 0.34864940022762403, + "TN": 696113.8666666667, + "TP": 3100.366666666667, + "n_pred": 3959.2, + "n_ref": 3955.3 + }, + "5": { + "Dice": 0.5722816700389455, + "FN": 837.5, + "FP": 248.33333333333334, + "IoU": 0.4633532518273422, + "TN": 698692.3666666667, + "TP": 1149.8, + "n_pred": 1398.1333333333334, + "n_ref": 1987.3 + }, + "6": { + "Dice": 0.8748679213340566, + "FN": 5516.066666666667, + "FP": 8281.566666666668, + "IoU": 0.8128695268873881, + "TN": 627299.4, + "TP": 59830.96666666667, + "n_pred": 68112.53333333334, + "n_ref": 65347.03333333333 + }, + "7": { + "Dice": 0.6577499167849991, + "FN": 5285.3, + "FP": 3966.733333333333, + "IoU": 0.5718123206551895, + "TN": 672991.6, + "TP": 18684.366666666665, + "n_pred": 22651.1, + "n_ref": 23969.666666666668 + }, + "8": { + "Dice": 0.883877635683103, + "FN": 779.2, + "FP": 941.4333333333333, + "IoU": 0.8167763874637547, + "TN": 689260.0666666667, + "TP": 9947.3, + "n_pred": 10888.733333333334, + "n_ref": 10726.5 + }, + "9": { + "Dice": 0.7688382750364895, + "FN": 1701.5, + "FP": 1507.8, + "IoU": 0.6665397623189468, + "TN": 689450.3333333334, + "TP": 8268.366666666667, + "n_pred": 9776.166666666666, + "n_ref": 9969.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9701441253459445, + "FN": 2157, + "FP": 2622, + "IoU": 0.9420193147626905, + "TN": 793736, + "TP": 77645, + "n_pred": 80267, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8758477136909958, + "FN": 627, + "FP": 1222, + "IoU": 0.7791183849002509, + "TN": 867789, + "TP": 6522, + "n_pred": 7744, + "n_ref": 7149 + }, + "11": { + "Dice": 0.7607672819399204, + "FN": 174, + "FP": 487, + "IoU": 0.6139018691588785, + "TN": 874448, + "TP": 1051, + "n_pred": 1538, + "n_ref": 1225 + }, + "12": { + "Dice": 0.6338582677165354, + "FN": 24, + "FP": 162, + "IoU": 0.46397694524495675, + "TN": 875813, + "TP": 161, + "n_pred": 323, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9248276705959131, + "FN": 2877, + "FP": 809, + "IoU": 0.8601669195751138, + "TN": 849800, + "TP": 22674, + "n_pred": 23483, + "n_ref": 25551 + }, + "15": { + "Dice": 0.0, + "FN": 873, + "FP": 0, + "IoU": 0.0, + "TN": 875287, + "TP": 0, + "n_pred": 0, + "n_ref": 873 + }, + "2": { + "Dice": 0.9326748554303322, + "FN": 323, + "FP": 1272, + "IoU": 0.873843233409792, + "TN": 863517, + "TP": 11048, + "n_pred": 12320, + "n_ref": 11371 + }, + "3": { + "Dice": 0.9568887548990052, + "FN": 1016, + "FP": 3989, + "IoU": 0.9173410404624277, + "TN": 815610, + "TP": 55545, + "n_pred": 59534, + "n_ref": 56561 + }, + "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": 0.980373410546731, + "FN": 1430, + "FP": 1444, + "IoU": 0.961502397728186, + "TN": 801506, + "TP": 71780, + "n_pred": 73224, + "n_ref": 73210 + }, + "7": { + "Dice": 0.9482551757588135, + "FN": 236, + "FP": 1791, + "IoU": 0.9016019417475728, + "TN": 855560, + "TP": 18573, + "n_pred": 20364, + "n_ref": 18809 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647214168843471, + "FN": 507, + "FP": 3180, + "IoU": 0.9318471690789109, + "TN": 646829, + "TP": 50412, + "n_pred": 53592, + "n_ref": 50919 + }, + "10": { + "Dice": 0.74162976085031, + "FN": 2506, + "FP": 3328, + "IoU": 0.5893573590483564, + "TN": 686721, + "TP": 8373, + "n_pred": 11701, + "n_ref": 10879 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.674258746280907, + "FN": 2854, + "FP": 321, + "IoU": 0.508590001547748, + "TN": 694467, + "TP": 3286, + "n_pred": 3607, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2700, + "IoU": 0.0, + "TN": 698228, + "TP": 0, + "n_pred": 2700, + "n_ref": 0 + }, + "14": { + "Dice": 0.8652442448062886, + "FN": 119, + "FP": 841, + "IoU": 0.7624938149430974, + "TN": 696886, + "TP": 3082, + "n_pred": 3923, + "n_ref": 3201 + }, + "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": 0.9554408108624977, + "FN": 560, + "FP": 838, + "IoU": 0.9146832662028561, + "TN": 684542, + "TP": 14988, + "n_pred": 15826, + "n_ref": 15548 + }, + "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": 0.7955963565947071, + "FN": 10982, + "FP": 418, + "IoU": 0.6605728577383434, + "TN": 667342, + "TP": 22186, + "n_pred": 22604, + "n_ref": 33168 + }, + "8": { + "Dice": 0.9437432227282585, + "FN": 223, + "FP": 1074, + "IoU": 0.8934789750328516, + "TN": 688752, + "TP": 10879, + "n_pred": 11953, + "n_ref": 11102 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377205092805645, + "FN": 536, + "FP": 276, + "IoU": 0.8827436823104693, + "TN": 869235, + "TP": 6113, + "n_pred": 6389, + "n_ref": 6649 + }, + "10": { + "Dice": 0.7471101196511863, + "FN": 6008, + "FP": 2721, + "IoU": 0.596309485270314, + "TN": 854537, + "TP": 12894, + "n_pred": 15615, + "n_ref": 18902 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7171068284558648, + "FN": 258, + "FP": 931, + "IoU": 0.5589762611275965, + "TN": 873464, + "TP": 1507, + "n_pred": 2438, + "n_ref": 1765 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.9007109891480604, + "FN": 1324, + "FP": 11412, + "IoU": 0.8193577669352093, + "TN": 805656, + "TP": 57768, + "n_pred": 69180, + "n_ref": 59092 + }, + "15": { + "Dice": 0.859579925470648, + "FN": 11011, + "FP": 595, + "IoU": 0.7537397356192578, + "TN": 829031, + "TP": 35523, + "n_pred": 36118, + "n_ref": 46534 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.05734767025089606, + "FN": 3, + "FP": 1049, + "IoU": 0.02952029520295203, + "TN": 875076, + "TP": 32, + "n_pred": 1081, + "n_ref": 35 + }, + "4": { + "Dice": 0.9129181084198386, + "FN": 1795, + "FP": 923, + "IoU": 0.839787798408488, + "TN": 859195, + "TP": 14247, + "n_pred": 15170, + "n_ref": 16042 + }, + "5": { + "Dice": 0.8577799456483869, + "FN": 1050, + "FP": 991, + "IoU": 0.7509760858955588, + "TN": 867964, + "TP": 6155, + "n_pred": 7146, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9438589340204977, + "FN": 9604, + "FP": 10505, + "IoU": 0.8936864254446254, + "TN": 687012, + "TP": 169039, + "n_pred": 179544, + "n_ref": 178643 + }, + "7": { + "Dice": 0.9479033961235821, + "FN": 2804, + "FP": 4843, + "IoU": 0.9009661210111893, + "TN": 798944, + "TP": 69569, + "n_pred": 74412, + "n_ref": 72373 + }, + "8": { + "Dice": 0.5544484820067987, + "FN": 157, + "FP": 3644, + "IoU": 0.38355497891663964, + "TN": 869994, + "TP": 2365, + "n_pred": 6009, + "n_ref": 2522 + }, + "9": { + "Dice": 0.6184058696740763, + "FN": 7234, + "FP": 10293, + "IoU": 0.44760313908411864, + "TN": 844431, + "TP": 14202, + "n_pred": 24495, + "n_ref": 21436 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6744186046511628, + "FN": 56, + "FP": 0, + "IoU": 0.5087719298245614, + "TN": 700814, + "TP": 58, + "n_pred": 58, + "n_ref": 114 + }, + "10": { + "Dice": 0.803968245180863, + "FN": 9230, + "FP": 8475, + "IoU": 0.6721964044361334, + "TN": 646917, + "TP": 36306, + "n_pred": 44781, + "n_ref": 45536 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.7490188383045526, + "FN": 1165, + "FP": 1393, + "IoU": 0.5987450980392157, + "TN": 694553, + "TP": 3817, + "n_pred": 5210, + "n_ref": 4982 + }, + "13": { + "Dice": 0.8169214254395912, + "FN": 4306, + "FP": 7803, + "IoU": 0.6905047923322684, + "TN": 661803, + "TP": 27016, + "n_pred": 34819, + "n_ref": 31322 + }, + "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": 0.9032734880442075, + "FN": 13263, + "FP": 3751, + "IoU": 0.8236086920461143, + "TN": 604472, + "TP": 79442, + "n_pred": 83193, + "n_ref": 92705 + }, + "3": { + "Dice": 0.6623284549551831, + "FN": 546, + "FP": 12790, + "IoU": 0.4951353397690706, + "TN": 674513, + "TP": 13079, + "n_pred": 25869, + "n_ref": 13625 + }, + "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": 0.8988261598658468, + "FN": 845, + "FP": 422, + "IoU": 0.8162436548223351, + "TN": 694033, + "TP": 5628, + "n_pred": 6050, + "n_ref": 6473 + }, + "7": { + "Dice": 0.8621393004979303, + "FN": 2153, + "FP": 2443, + "IoU": 0.7576843992196973, + "TN": 681961, + "TP": 14371, + "n_pred": 16814, + "n_ref": 16524 + }, + "8": { + "Dice": 0.9226666666666666, + "FN": 826, + "FP": 334, + "IoU": 0.8564356435643564, + "TN": 692848, + "TP": 6920, + "n_pred": 7254, + "n_ref": 7746 + }, + "9": { + "Dice": 0.8992066229734391, + "FN": 782, + "FP": 2140, + "IoU": 0.8168713963399348, + "TN": 684972, + "TP": 13034, + "n_pred": 15174, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697994816532534, + "FN": 1509, + "FP": 705, + "IoU": 0.9413696308458238, + "TN": 663166, + "TP": 35548, + "n_pred": 36253, + "n_ref": 37057 + }, + "10": { + "Dice": 0.6662901707677827, + "FN": 9611, + "FP": 2798, + "IoU": 0.49957656168084846, + "TN": 676131, + "TP": 12388, + "n_pred": 15186, + "n_ref": 21999 + }, + "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": 0.04632426988922457, + "FN": 9822, + "FP": 595, + "IoU": 0.023711340206185566, + "TN": 690258, + "TP": 253, + "n_pred": 848, + "n_ref": 10075 + }, + "14": { + "Dice": 0.3146551724137931, + "FN": 229, + "FP": 725, + "IoU": 0.1867007672634271, + "TN": 699755, + "TP": 219, + "n_pred": 944, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 700414, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9446437676725536, + "FN": 3643, + "FP": 2328, + "IoU": 0.8950946976351944, + "TN": 644010, + "TP": 50947, + "n_pred": 53275, + "n_ref": 54590 + }, + "4": { + "Dice": 0.5060240963855421, + "FN": 34, + "FP": 212, + "IoU": 0.3387096774193548, + "TN": 700556, + "TP": 126, + "n_pred": 338, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760533494998485, + "FN": 3451, + "FP": 3501, + "IoU": 0.9532267613972765, + "TN": 552296, + "TP": 141680, + "n_pred": 145181, + "n_ref": 145131 + }, + "7": { + "Dice": 0.6257971938775511, + "FN": 1842, + "FP": 2852, + "IoU": 0.45538925629423366, + "TN": 692309, + "TP": 3925, + "n_pred": 6777, + "n_ref": 5767 + }, + "8": { + "Dice": 0.8996306994771289, + "FN": 691, + "FP": 2054, + "IoU": 0.8175716089585964, + "TN": 685881, + "TP": 12302, + "n_pred": 14356, + "n_ref": 12993 + }, + "9": { + "Dice": 0.5618471687740517, + "FN": 479, + "FP": 318, + "IoU": 0.39067278287461776, + "TN": 699620, + "TP": 511, + "n_pred": 829, + "n_ref": 990 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5949, + "IoU": 0.0, + "TN": 694979, + "TP": 0, + "n_pred": 5949, + "n_ref": 0 + }, + "10": { + "Dice": 0.8502024291497976, + "FN": 205, + "FP": 54, + "IoU": 0.7394366197183099, + "TN": 699934, + "TP": 735, + "n_pred": 789, + "n_ref": 940 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5, + "FN": 3, + "FP": 11, + "IoU": 0.3333333333333333, + "TN": 700907, + "TP": 7, + "n_pred": 18, + "n_ref": 10 + }, + "13": { + "Dice": 0.3102070468579731, + "FN": 9312, + "FP": 183, + "IoU": 0.18357695614789338, + "TN": 689298, + "TP": 2135, + "n_pred": 2318, + "n_ref": 11447 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1748, + "IoU": 0.0, + "TN": 699180, + "TP": 0, + "n_pred": 1748, + "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": 1929, + "IoU": 0.0, + "TN": 698999, + "TP": 0, + "n_pred": 1929, + "n_ref": 0 + }, + "4": { + "Dice": 0.7727805225895177, + "FN": 441, + "FP": 4020, + "IoU": 0.629700340333693, + "TN": 688881, + "TP": 7586, + "n_pred": 11606, + "n_ref": 8027 + }, + "5": { + "Dice": 0.43103622237917466, + "FN": 4815, + "FP": 824, + "IoU": 0.2747266881028939, + "TN": 693153, + "TP": 2136, + "n_pred": 2960, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9209703892831089, + "FN": 36444, + "FP": 1690, + "IoU": 0.8535172530355586, + "TN": 440597, + "TP": 222197, + "n_pred": 223887, + "n_ref": 258641 + }, + "7": { + "Dice": 0.3797665697551932, + "FN": 27300, + "FP": 2140, + "IoU": 0.23439003458767846, + "TN": 662475, + "TP": 9013, + "n_pred": 11153, + "n_ref": 36313 + }, + "8": { + "Dice": 0.9486420483978392, + "FN": 646, + "FP": 742, + "IoU": 0.9023016822693039, + "TN": 686721, + "TP": 12819, + "n_pred": 13561, + "n_ref": 13465 + }, + "9": { + "Dice": 0.6766917293233082, + "FN": 502, + "FP": 14, + "IoU": 0.5113636363636364, + "TN": 699872, + "TP": 540, + "n_pred": 554, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.9033303673573154, + "FN": 1433, + "FP": 7693, + "IoU": 0.8237032744132136, + "TN": 473931, + "TP": 42639, + "n_pred": 50332, + "n_ref": 44072 + }, + "15": { + "Dice": 0.7099642898283608, + "FN": 261, + "FP": 12328, + "IoU": 0.5503446797871201, + "TN": 497699, + "TP": 15408, + "n_pred": 27736, + "n_ref": 15669 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.920079522862823, + "FN": 555, + "FP": 852, + "IoU": 0.8519882179675994, + "TN": 691422, + "TP": 8099, + "n_pred": 8951, + "n_ref": 8654 + }, + "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": 878, + "IoU": 0.0, + "TN": 700050, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "14": { + "Dice": 0.8011123986095018, + "FN": 3691, + "FP": 600, + "IoU": 0.6682130982757287, + "TN": 687995, + "TP": 8642, + "n_pred": 9242, + "n_ref": 12333 + }, + "15": { + "Dice": 0.8054096345143623, + "FN": 2900, + "FP": 5805, + "IoU": 0.6742140718562875, + "TN": 674208, + "TP": 18015, + "n_pred": 23820, + "n_ref": 20915 + }, + "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": 159, + "IoU": 0.0, + "TN": 700769, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "5": { + "Dice": 0.6991685563114135, + "FN": 152, + "FP": 644, + "IoU": 0.537478210342824, + "TN": 699207, + "TP": 925, + "n_pred": 1569, + "n_ref": 1077 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.862697064285432, + "FN": 236, + "FP": 3239, + "IoU": 0.7585464146748193, + "TN": 686536, + "TP": 10917, + "n_pred": 14156, + "n_ref": 11153 + }, + "8": { + "Dice": 0.8753134524131013, + "FN": 1592, + "FP": 4872, + "IoU": 0.7782732480362227, + "TN": 671775, + "TP": 22689, + "n_pred": 27561, + "n_ref": 24281 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7474066390041494, + "FN": 2670, + "FP": 2200, + "IoU": 0.5966873706004141, + "TN": 513621, + "TP": 7205, + "n_pred": 9405, + "n_ref": 9875 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8695012702232919, + "FN": 3788, + "FP": 2068, + "IoU": 0.7691306918982851, + "TN": 500331, + "TP": 19509, + "n_pred": 21577, + "n_ref": 23297 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 525590, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "6": { + "Dice": 0.9545055525202732, + "FN": 1664, + "FP": 5747, + "IoU": 0.9129704656215137, + "TN": 440541, + "TP": 77744, + "n_pred": 83491, + "n_ref": 79408 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1149, + "IoU": 0.0, + "TN": 524547, + "TP": 0, + "n_pred": 1149, + "n_ref": 0 + }, + "8": { + "Dice": 0.8947464362536002, + "FN": 2496, + "FP": 391, + "IoU": 0.8095395170866869, + "TN": 510538, + "TP": 12271, + "n_pred": 12662, + "n_ref": 14767 + }, + "9": { + "Dice": 0.7992666118733008, + "FN": 2111, + "FP": 1064, + "IoU": 0.6656486941870261, + "TN": 516200, + "TP": 6321, + "n_pred": 7385, + "n_ref": 8432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 721, + "IoU": 0.0, + "TN": 524975, + "TP": 0, + "n_pred": 721, + "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": 0.6775244299674267, + "FN": 68, + "FP": 31, + "IoU": 0.5123152709359606, + "TN": 525493, + "TP": 104, + "n_pred": 135, + "n_ref": 172 + }, + "14": { + "Dice": 0.4666666666666667, + "FN": 4335, + "FP": 737, + "IoU": 0.30434782608695654, + "TN": 518405, + "TP": 2219, + "n_pred": 2956, + "n_ref": 6554 + }, + "15": { + "Dice": 0.0139234211834908, + "FN": 152, + "FP": 1831, + "IoU": 0.007010515773660491, + "TN": 523699, + "TP": 14, + "n_pred": 1845, + "n_ref": 166 + }, + "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": 0.8327100565554594, + "FN": 1411, + "FP": 7670, + "IoU": 0.7133703680323212, + "TN": 494014, + "TP": 22601, + "n_pred": 30271, + "n_ref": 24012 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733236317731939, + "FN": 1146, + "FP": 1897, + "IoU": 0.9480335399696023, + "TN": 467139, + "TP": 55514, + "n_pred": 57411, + "n_ref": 56660 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.615349726244857, + "FN": 11201, + "FP": 672, + "IoU": 0.4444080486663547, + "TN": 504326, + "TP": 9497, + "n_pred": 10169, + "n_ref": 20698 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 168, + "FP": 139, + "IoU": 0.0, + "TN": 525389, + "TP": 0, + "n_pred": 139, + "n_ref": 168 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "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": 1322, + "IoU": 0.0, + "TN": 524374, + "TP": 0, + "n_pred": 1322, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8879176580117927, + "FN": 8638, + "FP": 30, + "IoU": 0.7984279800939491, + "TN": 482694, + "TP": 34334, + "n_pred": 34364, + "n_ref": 42972 + }, + "7": { + "Dice": 0.8788056015855996, + "FN": 4511, + "FP": 2949, + "IoU": 0.783811980177935, + "TN": 491189, + "TP": 27047, + "n_pred": 29996, + "n_ref": 31558 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6522167075035078, + "FN": 15446, + "FP": 1161, + "IoU": 0.48391808322197705, + "TN": 493517, + "TP": 15572, + "n_pred": 16733, + "n_ref": 31018 + }, + "11": { + "Dice": 0.7540983606557377, + "FN": 58, + "FP": 92, + "IoU": 0.6052631578947368, + "TN": 525316, + "TP": 230, + "n_pred": 322, + "n_ref": 288 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7842323651452282, + "FN": 7218, + "FP": 2662, + "IoU": 0.6450511945392492, + "TN": 497861, + "TP": 17955, + "n_pred": 20617, + "n_ref": 25173 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9271111111111111, + "FN": 876, + "FP": 272, + "IoU": 0.8641259320629661, + "TN": 517247, + "TP": 7301, + "n_pred": 7573, + "n_ref": 8177 + }, + "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": 0.9161384792385734, + "FN": 11111, + "FP": 916, + "IoU": 0.8452541784073803, + "TN": 447975, + "TP": 65694, + "n_pred": 66610, + "n_ref": 76805 + }, + "7": { + "Dice": 0.8186949740906575, + "FN": 12854, + "FP": 5165, + "IoU": 0.6930428264795067, + "TN": 466994, + "TP": 40683, + "n_pred": 45848, + "n_ref": 53537 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9201460862698648, + "FN": 868, + "FP": 2368, + "IoU": 0.8521023765996344, + "TN": 503816, + "TP": 18644, + "n_pred": 21012, + "n_ref": 19512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976034858387799, + "FN": 23, + "FP": 24, + "IoU": 0.8142292490118577, + "TN": 875907, + "TP": 206, + "n_pred": 230, + "n_ref": 229 + }, + "10": { + "Dice": 0.8704902704514581, + "FN": 4421, + "FP": 2920, + "IoU": 0.7706797450955891, + "TN": 844148, + "TP": 24671, + "n_pred": 27591, + "n_ref": 29092 + }, + "11": { + "Dice": 0.42990654205607476, + "FN": 12, + "FP": 110, + "IoU": 0.27380952380952384, + "TN": 875992, + "TP": 46, + "n_pred": 156, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 37, + "IoU": 0.0, + "TN": 876007, + "TP": 0, + "n_pred": 37, + "n_ref": 116 + }, + "13": { + "Dice": 0.36511375947995667, + "FN": 881, + "FP": 291, + "IoU": 0.22332670642809807, + "TN": 874651, + "TP": 337, + "n_pred": 628, + "n_ref": 1218 + }, + "14": { + "Dice": 0.5331356818974538, + "FN": 10561, + "FP": 147, + "IoU": 0.3634526215669956, + "TN": 859338, + "TP": 6114, + "n_pred": 6261, + "n_ref": 16675 + }, + "15": { + "Dice": 0.58674354662182, + "FN": 5754, + "FP": 9727, + "IoU": 0.41517131955725134, + "TN": 849689, + "TP": 10990, + "n_pred": 20717, + "n_ref": 16744 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9731428386302524, + "FN": 699, + "FP": 130, + "IoU": 0.9476905603230692, + "TN": 860312, + "TP": 15019, + "n_pred": 15149, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8691054278623072, + "FN": 723, + "FP": 490, + "IoU": 0.7685114503816793, + "TN": 870920, + "TP": 4027, + "n_pred": 4517, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9606875716484365, + "FN": 1825, + "FP": 4382, + "IoU": 0.9243491614664586, + "TN": 794112, + "TP": 75841, + "n_pred": 80223, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9735136835482856, + "FN": 1235, + "FP": 870, + "IoU": 0.948394214268203, + "TN": 835370, + "TP": 38685, + "n_pred": 39555, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9709804463483729, + "FN": 991, + "FP": 1529, + "IoU": 0.9435976633317666, + "TN": 831481, + "TP": 42159, + "n_pred": 43688, + "n_ref": 43150 + }, + "9": { + "Dice": 0.8981933967886393, + "FN": 3875, + "FP": 2104, + "IoU": 0.815200593435124, + "TN": 843806, + "TP": 26375, + "n_pred": 28479, + "n_ref": 30250 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7850157644418319, + "FN": 5804, + "FP": 6265, + "IoU": 0.6461118930330753, + "TN": 666824, + "TP": 22035, + "n_pred": 28300, + "n_ref": 27839 + }, + "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": 0.06324110671936758, + "FN": 1422, + "FP": 0, + "IoU": 0.0326530612244898, + "TN": 699458, + "TP": 48, + "n_pred": 48, + "n_ref": 1470 + }, + "14": { + "Dice": 0.41099379211545606, + "FN": 10991, + "FP": 110, + "IoU": 0.25864832376118607, + "TN": 685954, + "TP": 3873, + "n_pred": 3983, + "n_ref": 14864 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 700846, + "TP": 0, + "n_pred": 82, + "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": 247, + "IoU": 0.0, + "TN": 700681, + "TP": 0, + "n_pred": 247, + "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": 0.8758465011286681, + "FN": 110, + "FP": 0, + "IoU": 0.7791164658634538, + "TN": 700430, + "TP": 388, + "n_pred": 388, + "n_ref": 498 + }, + "7": { + "Dice": 0.975428244308424, + "FN": 420, + "FP": 696, + "IoU": 0.9520350711307861, + "TN": 677661, + "TP": 22151, + "n_pred": 22847, + "n_ref": 22571 + }, + "8": { + "Dice": 0.34046585076983815, + "FN": 6068, + "FP": 2285, + "IoU": 0.20515748406128081, + "TN": 690419, + "TP": 2156, + "n_pred": 4441, + "n_ref": 8224 + }, + "9": { + "Dice": 0.8069866630559881, + "FN": 2042, + "FP": 809, + "IoU": 0.6764271932811259, + "TN": 692117, + "TP": 5960, + "n_pred": 6769, + "n_ref": 8002 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565795598111576, + "FN": 524, + "FP": 129, + "IoU": 0.9167728778995666, + "TN": 868314, + "TP": 7193, + "n_pred": 7322, + "n_ref": 7717 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4123, + "IoU": 0.0, + "TN": 872037, + "TP": 0, + "n_pred": 4123, + "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": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.692367601246106, + "FN": 999, + "FP": 4531, + "IoU": 0.5294818344252531, + "TN": 864407, + "TP": 6223, + "n_pred": 10754, + "n_ref": 7222 + }, + "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": 0.9763338370335929, + "FN": 1523, + "FP": 513, + "IoU": 0.9537619512638249, + "TN": 832127, + "TP": 41997, + "n_pred": 42510, + "n_ref": 43520 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 875743, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49345645386301734, + "FN": 14119, + "FP": 1131, + "IoU": 0.32754211129729255, + "TN": 853482, + "TP": 7428, + "n_pred": 8559, + "n_ref": 21547 + }, + "6": { + "Dice": 0.9658510950085397, + "FN": 1573, + "FP": 1806, + "IoU": 0.9339574700961614, + "TN": 824996, + "TP": 47785, + "n_pred": 49591, + "n_ref": 49358 + }, + "7": { + "Dice": 0.8770777151262564, + "FN": 1446, + "FP": 1061, + "IoU": 0.7810671557069252, + "TN": 864709, + "TP": 8944, + "n_pred": 10005, + "n_ref": 10390 + }, + "8": { + "Dice": 0.8984077846969751, + "FN": 3351, + "FP": 5116, + "IoU": 0.8155538612351596, + "TN": 830255, + "TP": 37438, + "n_pred": 42554, + "n_ref": 40789 + }, + "9": { + "Dice": 0.8684599689260778, + "FN": 4686, + "FP": 2341, + "IoU": 0.7675026469031233, + "TN": 845936, + "TP": 23197, + "n_pred": 25538, + "n_ref": 27883 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.7884912427677566, + "FN": 924, + "FP": 7155, + "IoU": 0.6508341256806984, + "TN": 502558, + "TP": 15059, + "n_pred": 22214, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8, + "FN": 130, + "FP": 29, + "IoU": 0.6666666666666666, + "TN": 525219, + "TP": 318, + "n_pred": 347, + "n_ref": 448 + }, + "13": { + "Dice": 0.5341358671761404, + "FN": 12483, + "FP": 1294, + "IoU": 0.36438292964244523, + "TN": 504021, + "TP": 7898, + "n_pred": 9192, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.023785926660059464, + "FN": 1, + "FP": 984, + "IoU": 0.012036108324974924, + "TN": 524699, + "TP": 12, + "n_pred": 996, + "n_ref": 13 + }, + "5": { + "Dice": 0.8739141879441958, + "FN": 806, + "FP": 631, + "IoU": 0.7760635811126695, + "TN": 519279, + "TP": 4980, + "n_pred": 5611, + "n_ref": 5786 + }, + "6": { + "Dice": 0.9318536960033901, + "FN": 389, + "FP": 4757, + "IoU": 0.8724026779072651, + "TN": 485366, + "TP": 35184, + "n_pred": 39941, + "n_ref": 35573 + }, + "7": { + "Dice": 0.9081535027107474, + "FN": 1738, + "FP": 1718, + "IoU": 0.8317593223639373, + "TN": 505154, + "TP": 17086, + "n_pred": 18804, + "n_ref": 18824 + }, + "8": { + "Dice": 0.9683868446492112, + "FN": 1119, + "FP": 418, + "IoU": 0.9387112209905096, + "TN": 500618, + "TP": 23541, + "n_pred": 23959, + "n_ref": 24660 + }, + "9": { + "Dice": 0.8643176132245318, + "FN": 3159, + "FP": 2644, + "IoU": 0.7610557522852672, + "TN": 501410, + "TP": 18483, + "n_pred": 21127, + "n_ref": 21642 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007388252678241596, + "FN": 2679, + "FP": 8, + "IoU": 0.0037078235076010383, + "TN": 873463, + "TP": 10, + "n_pred": 18, + "n_ref": 2689 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 16, + "IoU": 0.0, + "TN": 876063, + "TP": 0, + "n_pred": 16, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 62, + "FP": 21, + "IoU": 0.0, + "TN": 876077, + "TP": 0, + "n_pred": 21, + "n_ref": 62 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 510, + "IoU": 0.0, + "TN": 875650, + "TP": 0, + "n_pred": 510, + "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": 0.9318750930575671, + "FN": 3149, + "FP": 6917, + "IoU": 0.8724401865369019, + "TN": 797248, + "TP": 68846, + "n_pred": 75763, + "n_ref": 71995 + }, + "4": { + "Dice": 0.7623830966401108, + "FN": 1540, + "FP": 6692, + "IoU": 0.6160089560593339, + "TN": 854722, + "TP": 13206, + "n_pred": 19898, + "n_ref": 14746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8686485440683218, + "FN": 49506, + "FP": 27211, + "IoU": 0.7677972565589549, + "TN": 545772, + "TP": 253671, + "n_pred": 280882, + "n_ref": 303177 + }, + "7": { + "Dice": 0.6146015884261158, + "FN": 16836, + "FP": 3836, + "IoU": 0.4436280446777015, + "TN": 839005, + "TP": 16483, + "n_pred": 20319, + "n_ref": 33319 + }, + "8": { + "Dice": 0.9396160558464224, + "FN": 1142, + "FP": 242, + "IoU": 0.8861092824226465, + "TN": 864008, + "TP": 10768, + "n_pred": 11010, + "n_ref": 11910 + }, + "9": { + "Dice": 0.49747226768503366, + "FN": 8413, + "FP": 5404, + "IoU": 0.33109024012393495, + "TN": 855504, + "TP": 6839, + "n_pred": 12243, + "n_ref": 15252 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703341198938602, + "FN": 560, + "FP": 2671, + "IoU": 0.94237765729776, + "TN": 820088, + "TP": 52841, + "n_pred": 55512, + "n_ref": 53401 + }, + "10": { + "Dice": 0.7925642087821044, + "FN": 6065, + "FP": 1947, + "IoU": 0.6564027789690368, + "TN": 852842, + "TP": 15306, + "n_pred": 17253, + "n_ref": 21371 + }, + "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": 0.7542311153005699, + "FN": 9472, + "FP": 2000, + "IoU": 0.6054342218400688, + "TN": 847085, + "TP": 17603, + "n_pred": 19603, + "n_ref": 27075 + }, + "14": { + "Dice": 0.9317162024079257, + "FN": 205, + "FP": 2869, + "IoU": 0.8721616900939865, + "TN": 852114, + "TP": 20972, + "n_pred": 23841, + "n_ref": 21177 + }, + "15": { + "Dice": 0.6838031408108286, + "FN": 4016, + "FP": 20045, + "IoU": 0.5195295339270738, + "TN": 826082, + "TP": 26017, + "n_pred": 46062, + "n_ref": 30033 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7534246575342466, + "FN": 36, + "FP": 0, + "IoU": 0.6043956043956044, + "TN": 876069, + "TP": 55, + "n_pred": 55, + "n_ref": 91 + }, + "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": 0.009883198562443846, + "FN": 780, + "FP": 1424, + "IoU": 0.004966139954853273, + "TN": 873945, + "TP": 11, + "n_pred": 1435, + "n_ref": 791 + }, + "8": { + "Dice": 0.9419299217932139, + "FN": 150, + "FP": 793, + "IoU": 0.89023396577814, + "TN": 867569, + "TP": 7648, + "n_pred": 8441, + "n_ref": 7798 + }, + "9": { + "Dice": 0.5783199955229728, + "FN": 7001, + "FP": 534, + "IoU": 0.40678633286096677, + "TN": 863458, + "TP": 5167, + "n_pred": 5701, + "n_ref": 12168 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9573443094983204, + "FN": 3137, + "FP": 1485, + "IoU": 0.9181787604666395, + "TN": 469207, + "TP": 51867, + "n_pred": 53352, + "n_ref": 55004 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0181.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": 0.8028388822829964, + "FN": 2971, + "FP": 2335, + "IoU": 0.6706189086845863, + "TN": 684819, + "TP": 10803, + "n_pred": 13138, + "n_ref": 13774 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6193715581470683, + "FN": 1069, + "FP": 106, + "IoU": 0.44861567339277336, + "TN": 698797, + "TP": 956, + "n_pred": 1062, + "n_ref": 2025 + }, + "13": { + "Dice": 0.4790224522963944, + "FN": 7299, + "FP": 1356, + "IoU": 0.31494380243786607, + "TN": 688294, + "TP": 3979, + "n_pred": 5335, + "n_ref": 11278 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7085, + "IoU": 0.0, + "TN": 693843, + "TP": 0, + "n_pred": 7085, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2914, + "IoU": 0.0, + "TN": 698014, + "TP": 0, + "n_pred": 2914, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9843943734234042, + "FN": 186, + "FP": 179, + "IoU": 0.9692683337543151, + "TN": 689051, + "TP": 11512, + "n_pred": 11691, + "n_ref": 11698 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7363297095570339, + "FN": 1567, + "FP": 58, + "IoU": 0.5826913199794556, + "TN": 697034, + "TP": 2269, + "n_pred": 2327, + "n_ref": 3836 + }, + "6": { + "Dice": 0.7807676767676768, + "FN": 800, + "FP": 4626, + "IoU": 0.6403764581124072, + "TN": 685840, + "TP": 9662, + "n_pred": 14288, + "n_ref": 10462 + }, + "7": { + "Dice": 0.5725171592660037, + "FN": 4981, + "FP": 10278, + "IoU": 0.40106762962672216, + "TN": 675451, + "TP": 10218, + "n_pred": 20496, + "n_ref": 15199 + }, + "8": { + "Dice": 0.9683966762021523, + "FN": 761, + "FP": 1559, + "IoU": 0.93872969760993, + "TN": 663063, + "TP": 35545, + "n_pred": 37104, + "n_ref": 36306 + }, + "9": { + "Dice": 0.9310425982584137, + "FN": 1214, + "FP": 251, + "IoU": 0.8709819462791721, + "TN": 689573, + "TP": 9890, + "n_pred": 10141, + "n_ref": 11104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0184.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": 63, + "FP": 0, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 0, + "n_ref": 63 + }, + "11": { + "Dice": 0.7031727379553466, + "FN": 683, + "FP": 580, + "IoU": 0.5422254440014498, + "TN": 522937, + "TP": 1496, + "n_pred": 2076, + "n_ref": 2179 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.7839094400646857, + "FN": 1309, + "FP": 829, + "IoU": 0.6446143617021277, + "TN": 519680, + "TP": 3878, + "n_pred": 4707, + "n_ref": 5187 + }, + "14": { + "Dice": 0.3889475318224154, + "FN": 617, + "FP": 9224, + "IoU": 0.24142449703229785, + "TN": 512723, + "TP": 3132, + "n_pred": 12356, + "n_ref": 3749 + }, + "15": { + "Dice": 0.7693874445445926, + "FN": 12337, + "FP": 7364, + "IoU": 0.6252068867116903, + "TN": 473131, + "TP": 32864, + "n_pred": 40228, + "n_ref": 45201 + }, + "2": { + "Dice": 0.9430444629872452, + "FN": 1688, + "FP": 701, + "IoU": 0.8922271845536157, + "TN": 503529, + "TP": 19778, + "n_pred": 20479, + "n_ref": 21466 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "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": 0.9543065103113627, + "FN": 2938, + "FP": 1695, + "IoU": 0.9126063418406806, + "TN": 472683, + "TP": 48380, + "n_pred": 50075, + "n_ref": 51318 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9160497276155888, + "FN": 337, + "FP": 264, + "IoU": 0.8451030927835051, + "TN": 521816, + "TP": 3279, + "n_pred": 3543, + "n_ref": 3616 + }, + "9": { + "Dice": 0.9105042966983266, + "FN": 1570, + "FP": 1596, + "IoU": 0.8357116911421306, + "TN": 506425, + "TP": 16105, + "n_pred": 17701, + "n_ref": 17675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8273917421953676, + "FN": 471, + "FP": 386, + "IoU": 0.7055994503607008, + "TN": 873249, + "TP": 2054, + "n_pred": 2440, + "n_ref": 2525 + }, + "10": { + "Dice": 0.8847537781433125, + "FN": 2572, + "FP": 791, + "IoU": 0.7933259587020649, + "TN": 859888, + "TP": 12909, + "n_pred": 13700, + "n_ref": 15481 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.7065823726292302, + "FN": 744, + "FP": 834, + "IoU": 0.5462909718228867, + "TN": 872682, + "TP": 1900, + "n_pred": 2734, + "n_ref": 2644 + }, + "13": { + "Dice": 0.7561496124901719, + "FN": 79, + "FP": 2092, + "IoU": 0.6079104208054903, + "TN": 870623, + "TP": 3366, + "n_pred": 5458, + "n_ref": 3445 + }, + "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": 9673, + "IoU": 0.0, + "TN": 866487, + "TP": 0, + "n_pred": 9673, + "n_ref": 0 + }, + "2": { + "Dice": 0.9589125330749451, + "FN": 942, + "FP": 3468, + "IoU": 0.9210681749029013, + "TN": 820289, + "TP": 51461, + "n_pred": 54929, + "n_ref": 52403 + }, + "3": { + "Dice": 0.9556005296954251, + "FN": 725, + "FP": 1052, + "IoU": 0.9149760765550239, + "TN": 855260, + "TP": 19123, + "n_pred": 20175, + "n_ref": 19848 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 875933, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593217912726753, + "FN": 2771, + "FP": 2344, + "IoU": 0.9218236561769246, + "TN": 810731, + "TP": 60314, + "n_pred": 62658, + "n_ref": 63085 + }, + "7": { + "Dice": 0.9704129998516355, + "FN": 402, + "FP": 3387, + "IoU": 0.942526469071383, + "TN": 810234, + "TP": 62137, + "n_pred": 65524, + "n_ref": 62539 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834407952620452, + "FN": 656, + "FP": 605, + "IoU": 0.9674210716684751, + "TN": 837454, + "TP": 37445, + "n_pred": 38050, + "n_ref": 38101 + }, + "10": { + "Dice": 0.9191054523728587, + "FN": 3837, + "FP": 4016, + "IoU": 0.8503192604593539, + "TN": 823695, + "TP": 44612, + "n_pred": 48628, + "n_ref": 48449 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7348066298342542, + "FN": 94, + "FP": 2, + "IoU": 0.5807860262008734, + "TN": 875931, + "TP": 133, + "n_pred": 135, + "n_ref": 227 + }, + "13": { + "Dice": 0.7040467555509171, + "FN": 10894, + "FP": 449, + "IoU": 0.5432655526474733, + "TN": 851325, + "TP": 13492, + "n_pred": 13941, + "n_ref": 24386 + }, + "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": 0.3333333333333333, + "FN": 0, + "FP": 4, + "IoU": 0.2, + "TN": 876155, + "TP": 1, + "n_pred": 5, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.9433700700076246, + "FN": 500, + "FP": 317, + "IoU": 0.8928102860141696, + "TN": 868538, + "TP": 6805, + "n_pred": 7122, + "n_ref": 7305 + }, + "5": { + "Dice": 0.0, + "FN": 362, + "FP": 0, + "IoU": 0.0, + "TN": 875798, + "TP": 0, + "n_pred": 0, + "n_ref": 362 + }, + "6": { + "Dice": 0.8842392731474187, + "FN": 5837, + "FP": 5184, + "IoU": 0.7924990115414305, + "TN": 823047, + "TP": 42092, + "n_pred": 47276, + "n_ref": 47929 + }, + "7": { + "Dice": 0.9272808822572748, + "FN": 11958, + "FP": 9281, + "IoU": 0.8644209531834489, + "TN": 719506, + "TP": 135415, + "n_pred": 144696, + "n_ref": 147373 + }, + "8": { + "Dice": 0.9698213919113119, + "FN": 144, + "FP": 3, + "IoU": 0.9414109206855321, + "TN": 873651, + "TP": 2362, + "n_pred": 2365, + "n_ref": 2506 + }, + "9": { + "Dice": 0.9448075526506899, + "FN": 216, + "FP": 88, + "IoU": 0.8953888506538197, + "TN": 873254, + "TP": 2602, + "n_pred": 2690, + "n_ref": 2818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9615648745043309, + "FN": 417, + "FP": 3053, + "IoU": 0.9259749125351993, + "TN": 654052, + "TP": 43406, + "n_pred": 46459, + "n_ref": 43823 + }, + "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": 0.7500146121924134, + "FN": 6041, + "FP": 15344, + "IoU": 0.6000187038249322, + "TN": 647463, + "TP": 32080, + "n_pred": 47424, + "n_ref": 38121 + }, + "15": { + "Dice": 0.6778900841756313, + "FN": 6489, + "FP": 3422, + "IoU": 0.5127335299901672, + "TN": 680588, + "TP": 10429, + "n_pred": 13851, + "n_ref": 16918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9714141442477627, + "FN": 535, + "FP": 484, + "IoU": 0.944417171221295, + "TN": 682595, + "TP": 17314, + "n_pred": 17798, + "n_ref": 17849 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 0.790494674929311, + "FN": 84919, + "FP": 141, + "IoU": 0.6535685776192105, + "TN": 455396, + "TP": 160472, + "n_pred": 160613, + "n_ref": 245391 + }, + "15": { + "Dice": 0.5135426048371153, + "FN": 21146, + "FP": 999, + "IoU": 0.3454808772240941, + "TN": 667094, + "TP": 11689, + "n_pred": 12688, + "n_ref": 32835 + }, + "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": 1272, + "IoU": 0.0, + "TN": 699656, + "TP": 0, + "n_pred": 1272, + "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": 53528, + "IoU": 0.0, + "TN": 647400, + "TP": 0, + "n_pred": 53528, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7998, + "IoU": 0.0, + "TN": 692930, + "TP": 0, + "n_pred": 7998, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5264760615801048, + "FN": 967, + "FP": 1832, + "IoU": 0.35729047072330655, + "TN": 696573, + "TP": 1556, + "n_pred": 3388, + "n_ref": 2523 + }, + "11": { + "Dice": 0.7693186143890369, + "FN": 830, + "FP": 382, + "IoU": 0.6251159913393133, + "TN": 697695, + "TP": 2021, + "n_pred": 2403, + "n_ref": 2851 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.894187947460398, + "FN": 1055, + "FP": 822, + "IoU": 0.8086256117455138, + "TN": 691120, + "TP": 7931, + "n_pred": 8753, + "n_ref": 8986 + }, + "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": 0.9576440838689284, + "FN": 364, + "FP": 440, + "IoU": 0.9187304154452643, + "TN": 691035, + "TP": 9089, + "n_pred": 9529, + "n_ref": 9453 + }, + "3": { + "Dice": 0.9594953301654924, + "FN": 1318, + "FP": 1154, + "IoU": 0.9221441844351359, + "TN": 669177, + "TP": 29279, + "n_pred": 30433, + "n_ref": 30597 + }, + "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": 0.9637186255327352, + "FN": 4959, + "FP": 3886, + "IoU": 0.9299777543798539, + "TN": 574611, + "TP": 117472, + "n_pred": 121358, + "n_ref": 122431 + }, + "7": { + "Dice": 0.9175968164612249, + "FN": 606, + "FP": 243, + "IoU": 0.8477403156384505, + "TN": 695352, + "TP": 4727, + "n_pred": 4970, + "n_ref": 5333 + }, + "8": { + "Dice": 0.8837803320561941, + "FN": 65, + "FP": 299, + "IoU": 0.7917620137299771, + "TN": 699180, + "TP": 1384, + "n_pred": 1683, + "n_ref": 1449 + }, + "9": { + "Dice": 0.9041113999911867, + "FN": 3427, + "FP": 5277, + "IoU": 0.8250030158028067, + "TN": 651190, + "TP": 41034, + "n_pred": 46311, + "n_ref": 44461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4551, + "IoU": 0.0, + "TN": 696377, + "TP": 0, + "n_pred": 4551, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 700261, + "TP": 0, + "n_pred": 667, + "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": 0.6214511041009464, + "FN": 1356, + "FP": 14724, + "IoU": 0.45080091533180777, + "TN": 671649, + "TP": 13199, + "n_pred": 27923, + "n_ref": 14555 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "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": 838, + "IoU": 0.0, + "TN": 700090, + "TP": 0, + "n_pred": 838, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1497, + "IoU": 0.0, + "TN": 699431, + "TP": 0, + "n_pred": 1497, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 700878, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8882454123484108, + "FN": 6284, + "FP": 6645, + "IoU": 0.7989581713574871, + "TN": 636618, + "TP": 51381, + "n_pred": 58026, + "n_ref": 57665 + }, + "7": { + "Dice": 0.4077946950110122, + "FN": 52411, + "FP": 9433, + "IoU": 0.2561194173472702, + "TN": 617791, + "TP": 21293, + "n_pred": 30726, + "n_ref": 73704 + }, + "8": { + "Dice": 0.9396456413890858, + "FN": 1496, + "FP": 633, + "IoU": 0.8861619078173457, + "TN": 682226, + "TP": 16573, + "n_pred": 17206, + "n_ref": 18069 + }, + "9": { + "Dice": 0.9644670050761421, + "FN": 264, + "FP": 177, + "IoU": 0.9313725490196079, + "TN": 694502, + "TP": 5985, + "n_pred": 6162, + "n_ref": 6249 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10158659146468116, + "FN": 48548, + "FP": 7681, + "IoU": 0.05351131160786426, + "TN": 641520, + "TP": 3179, + "n_pred": 10860, + "n_ref": 51727 + }, + "10": { + "Dice": 0.2127255460588794, + "FN": 2, + "FP": 827, + "IoU": 0.11902231668437832, + "TN": 699987, + "TP": 112, + "n_pred": 939, + "n_ref": 114 + }, + "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": 0.6341091186570011, + "FN": 3567, + "FP": 3146, + "IoU": 0.4642458100558659, + "TN": 688398, + "TP": 5817, + "n_pred": 8963, + "n_ref": 9384 + }, + "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": 15435, + "IoU": 0.0, + "TN": 685493, + "TP": 0, + "n_pred": 15435, + "n_ref": 0 + }, + "3": { + "Dice": 0.49857278782112274, + "FN": 15012, + "FP": 10284, + "IoU": 0.3320659062103929, + "TN": 663056, + "TP": 12576, + "n_pred": 22860, + "n_ref": 27588 + }, + "4": { + "Dice": 0.512584230835685, + "FN": 15825, + "FP": 1101, + "IoU": 0.34461395492914115, + "TN": 675102, + "TP": 8900, + "n_pred": 10001, + "n_ref": 24725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.608754435134671, + "FN": 7096, + "FP": 99975, + "IoU": 0.43756073730491835, + "TN": 510559, + "TP": 83298, + "n_pred": 183273, + "n_ref": 90394 + }, + "7": { + "Dice": 0.14037840610760735, + "FN": 2115, + "FP": 26372, + "IoU": 0.07548761886216857, + "TN": 670115, + "TP": 2326, + "n_pred": 28698, + "n_ref": 4441 + }, + "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": 202, + "IoU": 0.0, + "TN": 700726, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495428679606677, + "FN": 2015, + "FP": 2516, + "IoU": 0.903933001166119, + "TN": 653763, + "TP": 42634, + "n_pred": 45150, + "n_ref": 44649 + }, + "10": { + "Dice": 0.8141514973576043, + "FN": 1053, + "FP": 213, + "IoU": 0.6865560782371875, + "TN": 696889, + "TP": 2773, + "n_pred": 2986, + "n_ref": 3826 + }, + "11": { + "Dice": 0.8028138052319191, + "FN": 985, + "FP": 809, + "IoU": 0.6705839147998531, + "TN": 695482, + "TP": 3652, + "n_pred": 4461, + "n_ref": 4637 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 700811, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "13": { + "Dice": 0.24155988857938718, + "FN": 4797, + "FP": 2010, + "IoU": 0.1373716892662527, + "TN": 693037, + "TP": 1084, + "n_pred": 3094, + "n_ref": 5881 + }, + "14": { + "Dice": 0.7386144529234446, + "FN": 2087, + "FP": 7538, + "IoU": 0.5855580434033758, + "TN": 677704, + "TP": 13599, + "n_pred": 21137, + "n_ref": 15686 + }, + "15": { + "Dice": 0.6257990797072357, + "FN": 6357, + "FP": 5760, + "IoU": 0.4553912535394849, + "TN": 678679, + "TP": 10132, + "n_pred": 15892, + "n_ref": 16489 + }, + "2": { + "Dice": 0.45753540066750914, + "FN": 66784, + "FP": 180, + "IoU": 0.2966261921767993, + "TN": 605724, + "TP": 28240, + "n_pred": 28420, + "n_ref": 95024 + }, + "3": { + "Dice": 0.00010723860589812332, + "FN": 2, + "FP": 37294, + "IoU": 5.3622178132875755e-05, + "TN": 663630, + "TP": 2, + "n_pred": 37296, + "n_ref": 4 + }, + "4": { + "Dice": 0.0, + "FN": 298, + "FP": 0, + "IoU": 0.0, + "TN": 700630, + "TP": 0, + "n_pred": 0, + "n_ref": 298 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605434022575168, + "FN": 1939, + "FP": 2406, + "IoU": 0.9240822602344801, + "TN": 643695, + "TP": 52888, + "n_pred": 55294, + "n_ref": 54827 + }, + "7": { + "Dice": 0.37170347863347747, + "FN": 713, + "FP": 15416, + "IoU": 0.2282775119617225, + "TN": 680028, + "TP": 4771, + "n_pred": 20187, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9360332871012482, + "FN": 596, + "FP": 557, + "IoU": 0.8797580561059547, + "TN": 691339, + "TP": 8436, + "n_pred": 8993, + "n_ref": 9032 + }, + "9": { + "Dice": 0.8923447445381042, + "FN": 1416, + "FP": 1713, + "IoU": 0.8056159532832204, + "TN": 684831, + "TP": 12968, + "n_pred": 14681, + "n_ref": 14384 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.005763688760806916, + "FN": 420, + "FP": 1650, + "IoU": 0.002890173410404624, + "TN": 698852, + "TP": 6, + "n_pred": 1656, + "n_ref": 426 + }, + "11": { + "Dice": 0.834902699309479, + "FN": 191, + "FP": 335, + "IoU": 0.7165948275862069, + "TN": 699072, + "TP": 1330, + "n_pred": 1665, + "n_ref": 1521 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7653035935563817, + "FN": 862, + "FP": 85, + "IoU": 0.6198313930148535, + "TN": 698437, + "TP": 1544, + "n_pred": 1629, + "n_ref": 2406 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 700848, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "15": { + "Dice": 0.7444755898154637, + "FN": 21874, + "FP": 4, + "IoU": 0.592959869020819, + "TN": 647179, + "TP": 31871, + "n_pred": 31875, + "n_ref": 53745 + }, + "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": 0.59375, + "FN": 15, + "FP": 11, + "IoU": 0.4222222222222222, + "TN": 700883, + "TP": 19, + "n_pred": 30, + "n_ref": 34 + }, + "5": { + "Dice": 0.7620261968239249, + "FN": 1531, + "FP": 2575, + "IoU": 0.6155430711610487, + "TN": 690248, + "TP": 6574, + "n_pred": 9149, + "n_ref": 8105 + }, + "6": { + "Dice": 0.9420780126276647, + "FN": 5122, + "FP": 3850, + "IoU": 0.890498565936413, + "TN": 618993, + "TP": 72963, + "n_pred": 76813, + "n_ref": 78085 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9648477453390515, + "FN": 525, + "FP": 1434, + "IoU": 0.9320829288586882, + "TN": 672084, + "TP": 26885, + "n_pred": 28319, + "n_ref": 27410 + }, + "9": { + "Dice": 0.8401739094256412, + "FN": 1786, + "FP": 5897, + "IoU": 0.7243964558596693, + "TN": 673051, + "TP": 20194, + "n_pred": 26091, + "n_ref": 21980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6288570983034563, + "FN": 1217.96, + "FP": 1097.7222222222222, + "IoU": 0.5503733268696277, + "TN": 623892.2755555555, + "TP": 10468.308888888887, + "n_pred": 11566.031111111111, + "n_ref": 11686.26888888889 + }, + "mean": { + "1": { + "Dice": 0.6016884035028615, + "FN": 299.06666666666666, + "FP": 732.6, + "IoU": 0.5644559337434115, + "TN": 626925.8333333334, + "TP": 8718.766666666666, + "n_pred": 9451.366666666667, + "n_ref": 9017.833333333334 + }, + "10": { + "Dice": 0.6166919953464765, + "FN": 2176.4333333333334, + "FP": 1288.9, + "IoU": 0.5047624021222612, + "TN": 626824.5, + "TP": 6386.433333333333, + "n_pred": 7675.333333333333, + "n_ref": 8562.866666666667 + }, + "11": { + "Dice": 0.4725581890000551, + "FN": 144.33333333333334, + "FP": 284.76666666666665, + "IoU": 0.3572535843528867, + "TN": 635863.2666666667, + "TP": 383.9, + "n_pred": 668.6666666666666, + "n_ref": 528.2333333333333 + }, + "12": { + "Dice": 0.3408179477684233, + "FN": 220.76666666666668, + "FP": 204.73333333333332, + "IoU": 0.2714820339073514, + "TN": 635812.3, + "TP": 438.46666666666664, + "n_pred": 643.2, + "n_ref": 659.2333333333333 + }, + "13": { + "Dice": 0.5663805966935159, + "FN": 1834.7, + "FP": 2552.866666666667, + "IoU": 0.4317255813494526, + "TN": 628053.4333333333, + "TP": 4235.266666666666, + "n_pred": 6788.133333333333, + "n_ref": 6069.966666666666 + }, + "14": { + "Dice": 0.6771782507831893, + "FN": 764.1333333333333, + "FP": 421.26666666666665, + "IoU": 0.6268143946626026, + "TN": 626231.8666666667, + "TP": 9259.0, + "n_pred": 9680.266666666666, + "n_ref": 10023.133333333333 + }, + "15": { + "Dice": 0.7720614806295835, + "FN": 1844.9333333333334, + "FP": 271.3333333333333, + "IoU": 0.6759197806251368, + "TN": 630412.2, + "TP": 4147.8, + "n_pred": 4419.133333333333, + "n_ref": 5992.733333333334 + }, + "2": { + "Dice": 0.7410857257233134, + "FN": 1336.1, + "FP": 2125.9333333333334, + "IoU": 0.6844778495198363, + "TN": 619683.5, + "TP": 13530.733333333334, + "n_pred": 15656.666666666666, + "n_ref": 14866.833333333334 + }, + "3": { + "Dice": 0.5669379465285072, + "FN": 1499.9333333333334, + "FP": 1485.3666666666666, + "IoU": 0.5346464860560405, + "TN": 619884.7666666667, + "TP": 13806.2, + "n_pred": 15291.566666666668, + "n_ref": 15306.133333333333 + }, + "4": { + "Dice": 0.3310264499810908, + "FN": 315.76666666666665, + "FP": 302.96666666666664, + "IoU": 0.2981715184245974, + "TN": 633527.1666666666, + "TP": 2530.366666666667, + "n_pred": 2833.3333333333335, + "n_ref": 2846.133333333333 + }, + "5": { + "Dice": 0.59216195632214, + "FN": 351.06666666666666, + "FP": 622.2666666666667, + "IoU": 0.456609931573306, + "TN": 634612.0, + "TP": 1090.9333333333334, + "n_pred": 1713.2, + "n_ref": 1442.0 + }, + "6": { + "Dice": 0.8313609888452623, + "FN": 2808.3333333333335, + "FP": 2168.766666666667, + "IoU": 0.7810818412654338, + "TN": 574640.0, + "TP": 57059.166666666664, + "n_pred": 59227.933333333334, + "n_ref": 59867.5 + }, + "7": { + "Dice": 0.6636794863915397, + "FN": 2807.866666666667, + "FP": 2690.266666666667, + "IoU": 0.5679779002880608, + "TN": 614171.1, + "TP": 17007.033333333333, + "n_pred": 19697.3, + "n_ref": 19814.9 + }, + "8": { + "Dice": 0.8873532314201793, + "FN": 622.6, + "FP": 398.5, + "IoU": 0.837253735353015, + "TN": 624973.6, + "TP": 10681.566666666668, + "n_pred": 11080.066666666668, + "n_ref": 11304.166666666666 + }, + "9": { + "Dice": 0.7718738256157076, + "FN": 1243.3666666666666, + "FP": 915.3, + "IoU": 0.6629669298010236, + "TN": 626768.6, + "TP": 7749.0, + "n_pred": 8664.3, + "n_ref": 8992.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9226210983256391, + "FN": 389, + "FP": 734, + "IoU": 0.8563571245842927, + "TN": 517878, + "TP": 6695, + "n_pred": 7429, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.46218995765275256, + "FN": 1630, + "FP": 1037, + "IoU": 0.3005507474429583, + "TN": 521883, + "TP": 1146, + "n_pred": 2183, + "n_ref": 2776 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 1, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 1, + "n_ref": 26 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9285103832536045, + "FN": 1866, + "FP": 4575, + "IoU": 0.8665603182166608, + "TN": 477427, + "TP": 41828, + "n_pred": 46403, + "n_ref": 43694 + }, + "3": { + "Dice": 0.9314574003461934, + "FN": 6384, + "FP": 4743, + "IoU": 0.8717082507033159, + "TN": 438964, + "TP": 75605, + "n_pred": 80348, + "n_ref": 81989 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672800410248213, + "FN": 1573, + "FP": 3340, + "IoU": 0.936633433505733, + "TN": 448163, + "TP": 72620, + "n_pred": 75960, + "n_ref": 74193 + }, + "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": 0.8181698831560982, + "FN": 540, + "FP": 845, + "IoU": 0.6922906020884247, + "TN": 521195, + "TP": 3116, + "n_pred": 3961, + "n_ref": 3656 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.800642398286938, + "FN": 2322, + "FP": 1402, + "IoU": 0.6675593643992144, + "TN": 689726, + "TP": 7478, + "n_pred": 8880, + "n_ref": 9800 + }, + "11": { + "Dice": 0.730723606168446, + "FN": 484, + "FP": 197, + "IoU": 0.5757009345794393, + "TN": 699323, + "TP": 924, + "n_pred": 1121, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7233803105097578, + "FN": 4487, + "FP": 6328, + "IoU": 0.5666372816156435, + "TN": 675972, + "TP": 14141, + "n_pred": 20469, + "n_ref": 18628 + }, + "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": 0.7528764838486898, + "FN": 16682, + "FP": 2283, + "IoU": 0.6036903916078071, + "TN": 653074, + "TP": 28889, + "n_pred": 31172, + "n_ref": 45571 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15046, + "IoU": 0.0, + "TN": 685882, + "TP": 0, + "n_pred": 15046, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 700431, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9322286218827323, + "FN": 3623, + "FP": 2978, + "IoU": 0.8730601334589719, + "TN": 648927, + "TP": 45400, + "n_pred": 48378, + "n_ref": 49023 + }, + "7": { + "Dice": 0.17463617463617465, + "FN": 0, + "FP": 794, + "IoU": 0.09567198177676538, + "TN": 700050, + "TP": 84, + "n_pred": 878, + "n_ref": 84 + }, + "8": { + "Dice": 0.8383838383838383, + "FN": 19, + "FP": 13, + "IoU": 0.7217391304347827, + "TN": 700813, + "TP": 83, + "n_pred": 96, + "n_ref": 102 + }, + "9": { + "Dice": 0.937204910292729, + "FN": 1142, + "FP": 3646, + "IoU": 0.8818302976454909, + "TN": 660410, + "TP": 35730, + "n_pred": 39376, + "n_ref": 36872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 840, + "IoU": 0.0, + "TN": 524856, + "TP": 0, + "n_pred": 840, + "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": 0.6733425414364641, + "FN": 5125, + "FP": 551, + "IoU": 0.5075481520041645, + "TN": 514170, + "TP": 5850, + "n_pred": 6401, + "n_ref": 10975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9091350826044704, + "FN": 257, + "FP": 117, + "IoU": 0.8334075723830735, + "TN": 523451, + "TP": 1871, + "n_pred": 1988, + "n_ref": 2128 + }, + "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": 0.3027375201288245, + "FN": 1717, + "FP": 15, + "IoU": 0.17836812144212524, + "TN": 523588, + "TP": 376, + "n_pred": 391, + "n_ref": 2093 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1546, + "IoU": 0.0, + "TN": 524150, + "TP": 0, + "n_pred": 1546, + "n_ref": 0 + }, + "9": { + "Dice": 0.8950235152575741, + "FN": 2403, + "FP": 2396, + "IoU": 0.8099932691926991, + "TN": 500439, + "TP": 20458, + "n_pred": 22854, + "n_ref": 22861 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9336046669380003, + "FN": 3955, + "FP": 3386, + "IoU": 0.8754770749580174, + "TN": 466743, + "TP": 51612, + "n_pred": 54998, + "n_ref": 55567 + }, + "10": { + "Dice": 0.6383628588882101, + "FN": 2020, + "FP": 1532, + "IoU": 0.4688200986989681, + "TN": 519009, + "TP": 3135, + "n_pred": 4667, + "n_ref": 5155 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 192, + "FP": 30, + "IoU": 0.0, + "TN": 525474, + "TP": 0, + "n_pred": 30, + "n_ref": 192 + }, + "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": 0.9434703748488513, + "FN": 1802, + "FP": 816, + "IoU": 0.8929899856938484, + "TN": 501231, + "TP": 21847, + "n_pred": 22663, + "n_ref": 23649 + }, + "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": 955, + "FP": 0, + "IoU": 0.0, + "TN": 524741, + "TP": 0, + "n_pred": 0, + "n_ref": 955 + }, + "7": { + "Dice": 0.7686239682373838, + "FN": 494, + "FP": 8364, + "IoU": 0.624199227864749, + "TN": 502125, + "TP": 14713, + "n_pred": 23077, + "n_ref": 15207 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8063816675415972, + "FN": 3554, + "FP": 4929, + "IoU": 0.6755774820253939, + "TN": 674780, + "TP": 17665, + "n_pred": 22594, + "n_ref": 21219 + }, + "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": 0.7238307349665924, + "FN": 193, + "FP": 1047, + "IoU": 0.5671902268760908, + "TN": 698063, + "TP": 1625, + "n_pred": 2672, + "n_ref": 1818 + }, + "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": 0.9393162639324905, + "FN": 2375, + "FP": 8160, + "IoU": 0.8855761920278049, + "TN": 608858, + "TP": 81535, + "n_pred": 89695, + "n_ref": 83910 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 700719, + "TP": 0, + "n_pred": 209, + "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": 0.9775997558556496, + "FN": 2644, + "FP": 292, + "IoU": 0.9561810665194096, + "TN": 633925, + "TP": 64067, + "n_pred": 64359, + "n_ref": 66711 + }, + "7": { + "Dice": 0.8869761388286334, + "FN": 3464, + "FP": 3049, + "IoU": 0.796906669992828, + "TN": 668859, + "TP": 25556, + "n_pred": 28605, + "n_ref": 29020 + }, + "8": { + "Dice": 0.8895246108540177, + "FN": 1675, + "FP": 951, + "IoU": 0.8010304591604789, + "TN": 687730, + "TP": 10572, + "n_pred": 11523, + "n_ref": 12247 + }, + "9": { + "Dice": 0.8758538572413361, + "FN": 3546, + "FP": 416, + "IoU": 0.7791281079273051, + "TN": 682990, + "TP": 13976, + "n_pred": 14392, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0033.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": 0.9060524456158444, + "FN": 970, + "FP": 3949, + "IoU": 0.8282412095394392, + "TN": 497057, + "TP": 23720, + "n_pred": 27669, + "n_ref": 24690 + }, + "15": { + "Dice": 0.8709662042995376, + "FN": 5781, + "FP": 2340, + "IoU": 0.7714261589124377, + "TN": 490167, + "TP": 27408, + "n_pred": 29748, + "n_ref": 33189 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8580041070856648, + "FN": 3978, + "FP": 3559, + "IoU": 0.7513197835554969, + "TN": 495388, + "TP": 22771, + "n_pred": 26330, + "n_ref": 26749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44549763033175355, + "FN": 237, + "FP": 114, + "IoU": 0.2865853658536585, + "TN": 525204, + "TP": 141, + "n_pred": 255, + "n_ref": 378 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9713470993718697, + "FN": 8783, + "FP": 582, + "IoU": 0.9442904392518917, + "TN": 357592, + "TP": 158739, + "n_pred": 159321, + "n_ref": 167522 + }, + "7": { + "Dice": 0.9021062536189924, + "FN": 1908, + "FP": 3502, + "IoU": 0.8216699080330949, + "TN": 495359, + "TP": 24927, + "n_pred": 28429, + "n_ref": 26835 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0045.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": 3398, + "IoU": 0.0, + "TN": 872762, + "TP": 0, + "n_pred": 3398, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4113, + "FP": 0, + "IoU": 0.0, + "TN": 872047, + "TP": 0, + "n_pred": 0, + "n_ref": 4113 + }, + "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": 0.9006189650903689, + "FN": 345, + "FP": 1662, + "IoU": 0.8192054769840554, + "TN": 865059, + "TP": 9094, + "n_pred": 10756, + "n_ref": 9439 + }, + "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": 1590, + "IoU": 0.0, + "TN": 874570, + "TP": 0, + "n_pred": 1590, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9539744839848904, + "FN": 764, + "FP": 4853, + "IoU": 0.9119992479907252, + "TN": 812331, + "TP": 58212, + "n_pred": 63065, + "n_ref": 58976 + }, + "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": 0.04926108374384237, + "FN": 382, + "FP": 4, + "IoU": 0.025252525252525252, + "TN": 875764, + "TP": 10, + "n_pred": 14, + "n_ref": 392 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 350375, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.24036281179138322, + "FN": 7, + "FP": 328, + "IoU": 0.13659793814432988, + "TN": 350076, + "TP": 53, + "n_pred": 381, + "n_ref": 60 + }, + "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": 0.9503706162186083, + "FN": 1100, + "FP": 3386, + "IoU": 0.9054344618238543, + "TN": 303026, + "TP": 42952, + "n_pred": 46338, + "n_ref": 44052 + }, + "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": 0.6656213249705998, + "FN": 188, + "FP": 665, + "IoU": 0.4988249118683901, + "TN": 348762, + "TP": 849, + "n_pred": 1514, + "n_ref": 1037 + }, + "6": { + "Dice": 0.9739179804609878, + "FN": 3286, + "FP": 481, + "IoU": 0.949161920699614, + "TN": 276366, + "TP": 70331, + "n_pred": 70812, + "n_ref": 73617 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": 0.9591323038633407, + "FN": 1704, + "FP": 1186, + "IoU": 0.9214737928973181, + "TN": 313661, + "TP": 33913, + "n_pred": 35099, + "n_ref": 35617 + }, + "9": { + "Dice": 0.5290322580645161, + "FN": 28, + "FP": 45, + "IoU": 0.35964912280701755, + "TN": 350350, + "TP": 41, + "n_pred": 86, + "n_ref": 69 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8956313448157864, + "FN": 456, + "FP": 459, + "IoU": 0.810989464986573, + "TN": 520855, + "TP": 3926, + "n_pred": 4385, + "n_ref": 4382 + }, + "6": { + "Dice": 0.9205087312972328, + "FN": 3835, + "FP": 6084, + "IoU": 0.852724573125464, + "TN": 458346, + "TP": 57431, + "n_pred": 63515, + "n_ref": 61266 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9238589211618258, + "FN": 540, + "FP": 194, + "IoU": 0.8584923848081742, + "TN": 520509, + "TP": 4453, + "n_pred": 4647, + "n_ref": 4993 + }, + "9": { + "Dice": 0.855293686652827, + "FN": 5388, + "FP": 4092, + "IoU": 0.7471730317900576, + "TN": 488200, + "TP": 28016, + "n_pred": 32108, + "n_ref": 33404 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701809453471196, + "FN": 207, + "FP": 439, + "IoU": 0.9420887494397131, + "TN": 514541, + "TP": 10509, + "n_pred": 10948, + "n_ref": 10716 + }, + "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": 272, + "IoU": 0.0, + "TN": 525424, + "TP": 0, + "n_pred": 272, + "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": 0.9746064253773675, + "FN": 2420, + "FP": 1027, + "IoU": 0.9504705797830304, + "TN": 456101, + "TP": 66148, + "n_pred": 67175, + "n_ref": 68568 + }, + "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": 0.985630447473806, + "FN": 768, + "FP": 635, + "IoU": 0.9716680129240711, + "TN": 476176, + "TP": 48117, + "n_pred": 48752, + "n_ref": 48885 + }, + "7": { + "Dice": 0.4588545095457538, + "FN": 226, + "FP": 1418, + "IoU": 0.29773601025202906, + "TN": 523355, + "TP": 697, + "n_pred": 2115, + "n_ref": 923 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3286, + "IoU": 0.0, + "TN": 697642, + "TP": 0, + "n_pred": 3286, + "n_ref": 0 + }, + "10": { + "Dice": 0.7268103526016774, + "FN": 10492, + "FP": 4655, + "IoU": 0.5708578875793291, + "TN": 665632, + "TP": 20149, + "n_pred": 24804, + "n_ref": 30641 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.6813724858589633, + "FN": 9137, + "FP": 15592, + "IoU": 0.5167285518858706, + "TN": 649758, + "TP": 26441, + "n_pred": 42033, + "n_ref": 35578 + }, + "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": 0.8915951417004049, + "FN": 3514, + "FP": 9874, + "IoU": 0.8043948337326866, + "TN": 632484, + "TP": 55056, + "n_pred": 64930, + "n_ref": 58570 + }, + "3": { + "Dice": 0.9423728813559322, + "FN": 13, + "FP": 4, + "IoU": 0.8910256410256411, + "TN": 700772, + "TP": 139, + "n_pred": 143, + "n_ref": 152 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 700667, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479006344408772, + "FN": 5240, + "FP": 2241, + "IoU": 0.900961131116289, + "TN": 625392, + "TP": 68055, + "n_pred": 70296, + "n_ref": 73295 + }, + "7": { + "Dice": 0.7953284308132721, + "FN": 19248, + "FP": 485, + "IoU": 0.66020353692766, + "TN": 642855, + "TP": 38340, + "n_pred": 38825, + "n_ref": 57588 + }, + "8": { + "Dice": 0.9533595425303788, + "FN": 273, + "FP": 771, + "IoU": 0.9108758750213419, + "TN": 689214, + "TP": 10670, + "n_pred": 11441, + "n_ref": 10943 + }, + "9": { + "Dice": 0.8654235390379398, + "FN": 2335, + "FP": 790, + "IoU": 0.7627723373567145, + "TN": 687755, + "TP": 10048, + "n_pred": 10838, + "n_ref": 12383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8788321167883212, + "FN": 33, + "FP": 50, + "IoU": 0.7838541666666666, + "TN": 700544, + "TP": 301, + "n_pred": 351, + "n_ref": 334 + }, + "10": { + "Dice": 0.8399375975039002, + "FN": 1087, + "FP": 1478, + "IoU": 0.7240451855836472, + "TN": 691633, + "TP": 6730, + "n_pred": 8208, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6572366759282647, + "FN": 1307, + "FP": 1407, + "IoU": 0.4894657637321294, + "TN": 695612, + "TP": 2602, + "n_pred": 4009, + "n_ref": 3909 + }, + "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": 0.952653528497833, + "FN": 732, + "FP": 426, + "IoU": 0.9095877576514678, + "TN": 688120, + "TP": 11650, + "n_pred": 12076, + "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": 0.9000887867551053, + "FN": 1852, + "FP": 61, + "IoU": 0.8183285849952516, + "TN": 690398, + "TP": 8617, + "n_pred": 8678, + "n_ref": 10469 + }, + "7": { + "Dice": 0.8930188873449643, + "FN": 16140, + "FP": 490, + "IoU": 0.806715559223143, + "TN": 614889, + "TP": 69409, + "n_pred": 69899, + "n_ref": 85549 + }, + "8": { + "Dice": 0.9506110832077683, + "FN": 392, + "FP": 788, + "IoU": 0.9058710912571794, + "TN": 688392, + "TP": 11356, + "n_pred": 12144, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7299107142857143, + "FN": 340, + "FP": 144, + "IoU": 0.5746924428822495, + "TN": 699790, + "TP": 654, + "n_pred": 798, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880401050370017, + "FN": 606, + "FP": 1270, + "IoU": 0.798626019750966, + "TN": 516380, + "TP": 7440, + "n_pred": 8710, + "n_ref": 8046 + }, + "10": { + "Dice": 0.6298850574712643, + "FN": 146, + "FP": 15, + "IoU": 0.4597315436241611, + "TN": 525398, + "TP": 137, + "n_pred": 152, + "n_ref": 283 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8306383630929574, + "FN": 877, + "FP": 3543, + "IoU": 0.710334884330559, + "TN": 510437, + "TP": 10839, + "n_pred": 14382, + "n_ref": 11716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 97, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "4": { + "Dice": 0.9471213745545157, + "FN": 1065, + "FP": 760, + "IoU": 0.8995541857009192, + "TN": 507527, + "TP": 16344, + "n_pred": 17104, + "n_ref": 17409 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.959426738628468, + "FN": 3435, + "FP": 2346, + "IoU": 0.9220174823288189, + "TN": 451564, + "TP": 68351, + "n_pred": 70697, + "n_ref": 71786 + }, + "7": { + "Dice": 0.455713630105553, + "FN": 2287, + "FP": 85, + "IoU": 0.2950965824665676, + "TN": 522331, + "TP": 993, + "n_pred": 1078, + "n_ref": 3280 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9530870350756963, + "FN": 391, + "FP": 1868, + "IoU": 0.9103784813139728, + "TN": 675722, + "TP": 22947, + "n_pred": 24815, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 48, + "FP": 0, + "IoU": 0.0, + "TN": 700880, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "11": { + "Dice": 0.7807522123893805, + "FN": 665, + "FP": 1317, + "IoU": 0.6403556523317002, + "TN": 695417, + "TP": 3529, + "n_pred": 4846, + "n_ref": 4194 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.3517961702801076, + "FN": 2048, + "FP": 6144, + "IoU": 0.21344215074411907, + "TN": 690513, + "TP": 2223, + "n_pred": 8367, + "n_ref": 4271 + }, + "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": 0.9536000627291082, + "FN": 1742, + "FP": 625, + "IoU": 0.9113150992881229, + "TN": 674238, + "TP": 24323, + "n_pred": 24948, + "n_ref": 26065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.9241948208329297, + "FN": 2757, + "FP": 2720, + "IoU": 0.8590726636475916, + "TN": 662064, + "TP": 33387, + "n_pred": 36107, + "n_ref": 36144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9722139867457272, + "FN": 8008, + "FP": 4738, + "IoU": 0.9459303534083051, + "TN": 465195, + "TP": 222987, + "n_pred": 227725, + "n_ref": 230995 + }, + "7": { + "Dice": 0.9516584386370156, + "FN": 1021, + "FP": 5383, + "IoU": 0.9077751695732945, + "TN": 631489, + "TP": 63035, + "n_pred": 68418, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9054054054054054, + "FN": 173, + "FP": 9, + "IoU": 0.8271604938271605, + "TN": 699875, + "TP": 871, + "n_pred": 880, + "n_ref": 1044 + }, + "9": { + "Dice": 0.9429337199431531, + "FN": 2191, + "FP": 3792, + "IoU": 0.8920289462761446, + "TN": 645515, + "TP": 49430, + "n_pred": 53222, + "n_ref": 51621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.004519774011299435, + "FN": 3, + "FP": 878, + "IoU": 0.0022650056625141564, + "TN": 875277, + "TP": 2, + "n_pred": 880, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7937007874015748, + "FN": 5, + "FP": 126, + "IoU": 0.6579634464751958, + "TN": 875777, + "TP": 252, + "n_pred": 378, + "n_ref": 257 + }, + "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": 1577, + "IoU": 0.0, + "TN": 874583, + "TP": 0, + "n_pred": 1577, + "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": 722, + "IoU": 0.0, + "TN": 875438, + "TP": 0, + "n_pred": 722, + "n_ref": 0 + }, + "3": { + "Dice": 0.9572349971957376, + "FN": 301, + "FP": 2749, + "IoU": 0.917977679171709, + "TN": 838975, + "TP": 34135, + "n_pred": 36884, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 845, + "IoU": 0.0, + "TN": 875315, + "TP": 0, + "n_pred": 845, + "n_ref": 0 + }, + "5": { + "Dice": 0.6232015202244141, + "FN": 720, + "FP": 7608, + "IoU": 0.45264541570818273, + "TN": 860945, + "TP": 6887, + "n_pred": 14495, + "n_ref": 7607 + }, + "6": { + "Dice": 0.9013840051940372, + "FN": 4458, + "FP": 10883, + "IoU": 0.8204723119412067, + "TN": 790708, + "TP": 70111, + "n_pred": 80994, + "n_ref": 74569 + }, + "7": { + "Dice": 0.9105579714958787, + "FN": 4895, + "FP": 12608, + "IoU": 0.8358021332682909, + "TN": 769563, + "TP": 89094, + "n_pred": 101702, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9725299069561365, + "FN": 763, + "FP": 353, + "IoU": 0.9465286761535144, + "TN": 855289, + "TP": 19755, + "n_pred": 20108, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7918593894542091, + "FN": 245, + "FP": 655, + "IoU": 0.655436447166922, + "TN": 873548, + "TP": 1712, + "n_pred": 2367, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662727010665898, + "FN": 268, + "FP": 200, + "IoU": 0.9347462353597323, + "TN": 868988, + "TP": 6704, + "n_pred": 6904, + "n_ref": 6972 + }, + "10": { + "Dice": 0.8363102898028517, + "FN": 5843, + "FP": 517, + "IoU": 0.7186712080329102, + "TN": 853553, + "TP": 16247, + "n_pred": 16764, + "n_ref": 22090 + }, + "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": 93, + "IoU": 0.0, + "TN": 876067, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "13": { + "Dice": 0.6786756409757616, + "FN": 5534, + "FP": 2725, + "IoU": 0.5136328838113186, + "TN": 859179, + "TP": 8722, + "n_pred": 11447, + "n_ref": 14256 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 876118, + "TP": 0, + "n_pred": 42, + "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": 0.9744713549819278, + "FN": 405, + "FP": 492, + "IoU": 0.9502136870733197, + "TN": 858143, + "TP": 17120, + "n_pred": 17612, + "n_ref": 17525 + }, + "4": { + "Dice": 0.9343611396254189, + "FN": 908, + "FP": 2481, + "IoU": 0.8768084332969829, + "TN": 848650, + "TP": 24121, + "n_pred": 26602, + "n_ref": 25029 + }, + "5": { + "Dice": 0.008501594048884165, + "FN": 440, + "FP": 493, + "IoU": 0.004268943436499467, + "TN": 875223, + "TP": 4, + "n_pred": 497, + "n_ref": 444 + }, + "6": { + "Dice": 0.9857589029385941, + "FN": 3924, + "FP": 1607, + "IoU": 0.971917728235097, + "TN": 679203, + "TP": 191426, + "n_pred": 193033, + "n_ref": 195350 + }, + "7": { + "Dice": 0.962536023054755, + "FN": 296, + "FP": 16, + "IoU": 0.9277777777777778, + "TN": 871840, + "TP": 4008, + "n_pred": 4024, + "n_ref": 4304 + }, + "8": { + "Dice": 0.9609852366313713, + "FN": 3802, + "FP": 310, + "IoU": 0.9249004638930489, + "TN": 821406, + "TP": 50642, + "n_pred": 50952, + "n_ref": 54444 + }, + "9": { + "Dice": 0.9487899356764633, + "FN": 1278, + "FP": 163, + "IoU": 0.9025693035835024, + "TN": 861370, + "TP": 13349, + "n_pred": 13512, + "n_ref": 14627 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6992862620185218, + "FN": 8644, + "FP": 1552, + "IoU": 0.5376173416171602, + "TN": 678877, + "TP": 11855, + "n_pred": 13407, + "n_ref": 20499 + }, + "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": 0.6615088282504012, + "FN": 9202, + "FP": 1342, + "IoU": 0.49421979181656833, + "TN": 680081, + "TP": 10303, + "n_pred": 11645, + "n_ref": 19505 + }, + "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": 0.8869852031700949, + "FN": 2458, + "FP": 9, + "IoU": 0.7969213039183405, + "TN": 688780, + "TP": 9681, + "n_pred": 9690, + "n_ref": 12139 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1372, + "IoU": 0.0, + "TN": 699556, + "TP": 0, + "n_pred": 1372, + "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": 0.958947560586007, + "FN": 2737, + "FP": 861, + "IoU": 0.9211328116437606, + "TN": 655307, + "TP": 42023, + "n_pred": 42884, + "n_ref": 44760 + }, + "7": { + "Dice": 0.8946098979762933, + "FN": 1695, + "FP": 6476, + "IoU": 0.809316001960281, + "TN": 658077, + "TP": 34680, + "n_pred": 41156, + "n_ref": 36375 + }, + "8": { + "Dice": 0.8282828282828283, + "FN": 27, + "FP": 279, + "IoU": 0.7068965517241379, + "TN": 699884, + "TP": 738, + "n_pred": 1017, + "n_ref": 765 + }, + "9": { + "Dice": 0.41805094130675524, + "FN": 2102, + "FP": 0, + "IoU": 0.26426321316065804, + "TN": 698071, + "TP": 755, + "n_pred": 755, + "n_ref": 2857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7544754001185536, + "FN": 672, + "FP": 1399, + "IoU": 0.6057490957548067, + "TN": 520443, + "TP": 3182, + "n_pred": 4581, + "n_ref": 3854 + }, + "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": 0.9438581177590859, + "FN": 896, + "FP": 1934, + "IoU": 0.8936849618693414, + "TN": 499077, + "TP": 23789, + "n_pred": 25723, + "n_ref": 24685 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 525497, + "TP": 0, + "n_pred": 199, + "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": 0.9684041828598903, + "FN": 3060, + "FP": 883, + "IoU": 0.9387438052478677, + "TN": 461327, + "TP": 60426, + "n_pred": 61309, + "n_ref": 63486 + }, + "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": 0.8321209800918836, + "FN": 1182, + "FP": 572, + "IoU": 0.7125061465333552, + "TN": 519595, + "TP": 4347, + "n_pred": 4919, + "n_ref": 5529 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8990753800344774, + "FN": 549, + "FP": 739, + "IoU": 0.8166548042704627, + "TN": 518671, + "TP": 5737, + "n_pred": 6476, + "n_ref": 6286 + }, + "11": { + "Dice": 0.7696731234866828, + "FN": 739, + "FP": 783, + "IoU": 0.6255842558425584, + "TN": 521631, + "TP": 2543, + "n_pred": 3326, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9211258892669347, + "FN": 130, + "FP": 380, + "IoU": 0.8537844036697247, + "TN": 522208, + "TP": 2978, + "n_pred": 3358, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9664718548139034, + "FN": 14, + "FP": 313, + "IoU": 0.9351190476190476, + "TN": 520656, + "TP": 4713, + "n_pred": 5026, + "n_ref": 4727 + }, + "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": 0.9362482518405151, + "FN": 3861, + "FP": 971, + "IoU": 0.880137920769975, + "TN": 485383, + "TP": 35481, + "n_pred": 36452, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9394160583941605, + "FN": 468, + "FP": 30, + "IoU": 0.8857536132140399, + "TN": 521337, + "TP": 3861, + "n_pred": 3891, + "n_ref": 4329 + }, + "9": { + "Dice": 0.7483344994372281, + "FN": 4683, + "FP": 3590, + "IoU": 0.597870995965586, + "TN": 505123, + "TP": 12300, + "n_pred": 15890, + "n_ref": 16983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0199.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": 0.7037097035477078, + "FN": 1960, + "FP": 1698, + "IoU": 0.5428642839290178, + "TN": 868158, + "TP": 4344, + "n_pred": 6042, + "n_ref": 6304 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 875616, + "TP": 0, + "n_pred": 544, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9744665461121157, + "FN": 1064, + "FP": 348, + "IoU": 0.9502045422485541, + "TN": 847804, + "TP": 26944, + "n_pred": 27292, + "n_ref": 28008 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839531833815851, + "FN": 890, + "FP": 1704, + "IoU": 0.9684132338078248, + "TN": 618805, + "TP": 79529, + "n_pred": 81233, + "n_ref": 80419 + }, + "10": { + "Dice": 0.6473408892763731, + "FN": 322, + "FP": 1296, + "IoU": 0.47856912665162743, + "TN": 697825, + "TP": 1485, + "n_pred": 2781, + "n_ref": 1807 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7, + "FN": 6, + "FP": 0, + "IoU": 0.5384615384615384, + "TN": 700915, + "TP": 7, + "n_pred": 7, + "n_ref": 13 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9723998489665169, + "FN": 1937, + "FP": 2595, + "IoU": 0.9462823141749737, + "TN": 616561, + "TP": 79835, + "n_pred": 82430, + "n_ref": 81772 + }, + "15": { + "Dice": 0.33123501199040767, + "FN": 30757, + "FP": 477, + "IoU": 0.19849110831686725, + "TN": 661959, + "TP": 7735, + "n_pred": 8212, + "n_ref": 38492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9749861033907726, + "FN": 591, + "FP": 714, + "IoU": 0.9511930585683297, + "TN": 674190, + "TP": 25433, + "n_pred": 26147, + "n_ref": 26024 + }, + "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": 0.08300871166513209, + "FN": 43, + "FP": 12904, + "IoU": 0.043301559151703244, + "TN": 687395, + "TP": 586, + "n_pred": 13490, + "n_ref": 629 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96841302934517, + "FN": 1272, + "FP": 2955, + "IoU": 0.9387604311543811, + "TN": 456672, + "TP": 64797, + "n_pred": 67752, + "n_ref": 66069 + }, + "10": { + "Dice": 0.7219022849712057, + "FN": 1315, + "FP": 182, + "IoU": 0.5648255813953489, + "TN": 522256, + "TP": 1943, + "n_pred": 2125, + "n_ref": 3258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8205892088712347, + "FN": 326, + "FP": 1842, + "IoU": 0.6957619983160258, + "TN": 518570, + "TP": 4958, + "n_pred": 6800, + "n_ref": 5284 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9340813464235624, + "FN": 562, + "FP": 989, + "IoU": 0.8763157894736842, + "TN": 513156, + "TP": 10989, + "n_pred": 11978, + "n_ref": 11551 + }, + "15": { + "Dice": 0.950335611798756, + "FN": 1491, + "FP": 1735, + "IoU": 0.9053709190108826, + "TN": 491605, + "TP": 30865, + "n_pred": 32600, + "n_ref": 32356 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9510481650087113, + "FN": 213, + "FP": 1529, + "IoU": 0.9066652378911273, + "TN": 507032, + "TP": 16922, + "n_pred": 18451, + "n_ref": 17135 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5621064682312535, + "FN": 75, + "FP": 690, + "IoU": 0.3909235668789809, + "TN": 524440, + "TP": 491, + "n_pred": 1181, + "n_ref": 566 + }, + "6": { + "Dice": 0.5467399842890809, + "FN": 565, + "FP": 12, + "IoU": 0.3762162162162162, + "TN": 524771, + "TP": 348, + "n_pred": 360, + "n_ref": 913 + }, + "7": { + "Dice": 0.9425787069828786, + "FN": 1091, + "FP": 1260, + "IoU": 0.8913937266133876, + "TN": 504049, + "TP": 19296, + "n_pred": 20556, + "n_ref": 20387 + }, + "8": { + "Dice": 0.9590398001070854, + "FN": 485, + "FP": 1351, + "IoU": 0.9213030432918988, + "TN": 502366, + "TP": 21494, + "n_pred": 22845, + "n_ref": 21979 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9400397088021178, + "FN": 806, + "FP": 553, + "IoU": 0.8868631368631369, + "TN": 688916, + "TP": 10653, + "n_pred": 11206, + "n_ref": 11459 + }, + "10": { + "Dice": 0.8573784686430544, + "FN": 1729, + "FP": 1730, + "IoU": 0.7503608545034642, + "TN": 687072, + "TP": 10397, + "n_pred": 12127, + "n_ref": 12126 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7973941368078176, + "FN": 442, + "FP": 1113, + "IoU": 0.6630552546045504, + "TN": 696313, + "TP": 3060, + "n_pred": 4173, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 700658, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "14": { + "Dice": 0.6897700568164916, + "FN": 8907, + "FP": 1522, + "IoU": 0.5264496208509286, + "TN": 678905, + "TP": 11594, + "n_pred": 13116, + "n_ref": 20501 + }, + "15": { + "Dice": 0.7807770575313666, + "FN": 14126, + "FP": 2141, + "IoU": 0.640389079252791, + "TN": 655693, + "TP": 28968, + "n_pred": 31109, + "n_ref": 43094 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9793410002834086, + "FN": 1463, + "FP": 1307, + "IoU": 0.9595183117528425, + "TN": 632502, + "TP": 65656, + "n_pred": 66963, + "n_ref": 67119 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3111111111111111, + "FN": 618, + "FP": 2, + "IoU": 0.18421052631578946, + "TN": 700168, + "TP": 140, + "n_pred": 142, + "n_ref": 758 + }, + "6": { + "Dice": 0.2906746031746032, + "FN": 72, + "FP": 1358, + "IoU": 0.17005223447475334, + "TN": 699205, + "TP": 293, + "n_pred": 1651, + "n_ref": 365 + }, + "7": { + "Dice": 0.9159393661001378, + "FN": 765, + "FP": 1797, + "IoU": 0.8449152542372881, + "TN": 684408, + "TP": 13958, + "n_pred": 15755, + "n_ref": 14723 + }, + "8": { + "Dice": 0.9777145566619251, + "FN": 548, + "FP": 204, + "IoU": 0.9564007421150278, + "TN": 683680, + "TP": 16496, + "n_pred": 16700, + "n_ref": 17044 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.5270415198406618, + "FN": 96, + "FP": 2991, + "IoU": 0.3578115248595798, + "TN": 520889, + "TP": 1720, + "n_pred": 4711, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5774236387782204, + "FN": 7368, + "FP": 5360, + "IoU": 0.40589992531740104, + "TN": 504272, + "TP": 8696, + "n_pred": 14056, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8747830399206546, + "FN": 4, + "FP": 501, + "IoU": 0.7774349933891582, + "TN": 523427, + "TP": 1764, + "n_pred": 2265, + "n_ref": 1768 + }, + "5": { + "Dice": 0.7612355642131626, + "FN": 2377, + "FP": 1055, + "IoU": 0.6145119622599123, + "TN": 516793, + "TP": 5471, + "n_pred": 6526, + "n_ref": 7848 + }, + "6": { + "Dice": 0.7538735774029892, + "FN": 665, + "FP": 1130, + "IoU": 0.6049735915492958, + "TN": 521152, + "TP": 2749, + "n_pred": 3879, + "n_ref": 3414 + }, + "7": { + "Dice": 0.8449388152168348, + "FN": 5009, + "FP": 7105, + "IoU": 0.7315100068707197, + "TN": 480577, + "TP": 33005, + "n_pred": 40110, + "n_ref": 38014 + }, + "8": { + "Dice": 0.9644328779006723, + "FN": 331, + "FP": 981, + "IoU": 0.9313089005235602, + "TN": 506596, + "TP": 17788, + "n_pred": 18769, + "n_ref": 18119 + }, + "9": { + "Dice": 0.9149091668406766, + "FN": 1245, + "FP": 2015, + "IoU": 0.8431636678533628, + "TN": 504910, + "TP": 17526, + "n_pred": 19541, + "n_ref": 18771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1781, + "IoU": 0.0, + "TN": 699147, + "TP": 0, + "n_pred": 1781, + "n_ref": 0 + }, + "10": { + "Dice": 0.5516265912305516, + "FN": 84, + "FP": 233, + "IoU": 0.380859375, + "TN": 700416, + "TP": 195, + "n_pred": 428, + "n_ref": 279 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.574468085106383, + "FN": 120, + "FP": 0, + "IoU": 0.40298507462686567, + "TN": 700727, + "TP": 81, + "n_pred": 81, + "n_ref": 201 + }, + "13": { + "Dice": 0.4111127530663514, + "FN": 2956, + "FP": 1029, + "IoU": 0.25874255952380953, + "TN": 695552, + "TP": 1391, + "n_pred": 2420, + "n_ref": 4347 + }, + "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": 21951, + "IoU": 0.0, + "TN": 678977, + "TP": 0, + "n_pred": 21951, + "n_ref": 0 + }, + "3": { + "Dice": 0.7210213032581454, + "FN": 24606, + "FP": 328, + "IoU": 0.5637477036129822, + "TN": 643773, + "TP": 32221, + "n_pred": 32549, + "n_ref": 56827 + }, + "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": 0.9556215680979386, + "FN": 1331, + "FP": 148, + "IoU": 0.9150146526460955, + "TN": 683525, + "TP": 15924, + "n_pred": 16072, + "n_ref": 17255 + }, + "9": { + "Dice": 0.8, + "FN": 1, + "FP": 5, + "IoU": 0.6666666666666666, + "TN": 700910, + "TP": 12, + "n_pred": 17, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3645, + "IoU": 0.0, + "TN": 697283, + "TP": 0, + "n_pred": 3645, + "n_ref": 0 + }, + "10": { + "Dice": 0.0004924491135915955, + "FN": 10526, + "FP": 1652, + "IoU": 0.0002462851982595846, + "TN": 688747, + "TP": 3, + "n_pred": 1655, + "n_ref": 10529 + }, + "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": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.4562714187799863, + "FN": 1943, + "FP": 13923, + "IoU": 0.29556453403187855, + "TN": 678405, + "TP": 6657, + "n_pred": 20580, + "n_ref": 8600 + }, + "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": 0.10387220874801371, + "FN": 6, + "FP": 10709, + "IoU": 0.054781227946365564, + "TN": 689592, + "TP": 621, + "n_pred": 11330, + "n_ref": 627 + }, + "4": { + "Dice": 0.2570239334027055, + "FN": 1321, + "FP": 107, + "IoU": 0.1474626865671642, + "TN": 699253, + "TP": 247, + "n_pred": 354, + "n_ref": 1568 + }, + "5": { + "Dice": 0.6701199040767386, + "FN": 3050, + "FP": 3828, + "IoU": 0.5038949798038084, + "TN": 687064, + "TP": 6986, + "n_pred": 10814, + "n_ref": 10036 + }, + "6": { + "Dice": 0.9344680197231495, + "FN": 15008, + "FP": 3758, + "IoU": 0.8769966899354373, + "TN": 548363, + "TP": 133799, + "n_pred": 137557, + "n_ref": 148807 + }, + "7": { + "Dice": 0.3449270584356713, + "FN": 2917, + "FP": 12979, + "IoU": 0.2084059558786913, + "TN": 680847, + "TP": 4185, + "n_pred": 17164, + "n_ref": 7102 + }, + "8": { + "Dice": 0.9393127202636892, + "FN": 4485, + "FP": 836, + "IoU": 0.8855698924731182, + "TN": 654428, + "TP": 41179, + "n_pred": 42015, + "n_ref": 45664 + }, + "9": { + "Dice": 0.7621043023689997, + "FN": 7960, + "FP": 3508, + "IoU": 0.6156450045245836, + "TN": 671091, + "TP": 18369, + "n_pred": 21877, + "n_ref": 26329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.8, + "FN": 142, + "FP": 302, + "IoU": 0.6666666666666666, + "TN": 699596, + "TP": 888, + "n_pred": 1190, + "n_ref": 1030 + }, + "11": { + "Dice": 0.6592797783933518, + "FN": 47, + "FP": 76, + "IoU": 0.49173553719008267, + "TN": 700686, + "TP": 119, + "n_pred": 195, + "n_ref": 166 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7841832299067661, + "FN": 1812, + "FP": 5387, + "IoU": 0.6449847124963014, + "TN": 680650, + "TP": 13079, + "n_pred": 18466, + "n_ref": 14891 + }, + "14": { + "Dice": 0.9530873481106763, + "FN": 784, + "FP": 1961, + "IoU": 0.9103790525319142, + "TN": 670299, + "TP": 27884, + "n_pred": 29845, + "n_ref": 28668 + }, + "15": { + "Dice": 0.9269935175278494, + "FN": 3193, + "FP": 1447, + "IoU": 0.8639216376327057, + "TN": 666830, + "TP": 29458, + "n_pred": 30905, + "n_ref": 32651 + }, + "2": { + "Dice": 0.9470080462821416, + "FN": 1455, + "FP": 4334, + "IoU": 0.8993497461575909, + "TN": 643412, + "TP": 51727, + "n_pred": 56061, + "n_ref": 53182 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.03483309143686502, + "FN": 2660, + "FP": 0, + "IoU": 0.01772525849335303, + "TN": 698220, + "TP": 48, + "n_pred": 48, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763081131076135, + "FN": 2265, + "FP": 3729, + "IoU": 0.953712855995552, + "TN": 571432, + "TP": 123502, + "n_pred": 127231, + "n_ref": 125767 + }, + "7": { + "Dice": 0.49850107066381155, + "FN": 2222, + "FP": 120, + "IoU": 0.3320022818026241, + "TN": 697422, + "TP": 1164, + "n_pred": 1284, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8713355048859935, + "FN": 106, + "FP": 210, + "IoU": 0.772005772005772, + "TN": 699542, + "TP": 1070, + "n_pred": 1280, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.823658269441402, + "FN": 155, + "FP": 6, + "IoU": 0.7001862197392924, + "TN": 525159, + "TP": 376, + "n_pred": 382, + "n_ref": 531 + }, + "10": { + "Dice": 0.8546571595138795, + "FN": 9003, + "FP": 3961, + "IoU": 0.7462020360219264, + "TN": 474616, + "TP": 38116, + "n_pred": 42077, + "n_ref": 47119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7688803224110741, + "FN": 86, + "FP": 1233, + "IoU": 0.6245374323939653, + "TN": 522183, + "TP": 2194, + "n_pred": 3427, + "n_ref": 2280 + }, + "13": { + "Dice": 0.6515270164447925, + "FN": 191, + "FP": 254, + "IoU": 0.4831591173054588, + "TN": 524835, + "TP": 416, + "n_pred": 670, + "n_ref": 607 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3452, + "IoU": 0.0, + "TN": 522244, + "TP": 0, + "n_pred": 3452, + "n_ref": 0 + }, + "3": { + "Dice": 0.932223187277247, + "FN": 6062, + "FP": 727, + "IoU": 0.8730506002468305, + "TN": 472218, + "TP": 46689, + "n_pred": 47416, + "n_ref": 52751 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "5": { + "Dice": 0.7203810279817424, + "FN": 648, + "FP": 2170, + "IoU": 0.5629652605459057, + "TN": 519248, + "TP": 3630, + "n_pred": 5800, + "n_ref": 4278 + }, + "6": { + "Dice": 0.9616973935155754, + "FN": 514, + "FP": 450, + "IoU": 0.9262207255472218, + "TN": 512630, + "TP": 12102, + "n_pred": 12552, + "n_ref": 12616 + }, + "7": { + "Dice": 0.9268882362513464, + "FN": 8760, + "FP": 675, + "IoU": 0.8637387712659946, + "TN": 456454, + "TP": 59807, + "n_pred": 60482, + "n_ref": 68567 + }, + "8": { + "Dice": 0.9676335921689082, + "FN": 598, + "FP": 1657, + "IoU": 0.9372966660178517, + "TN": 489733, + "TP": 33708, + "n_pred": 35365, + "n_ref": 34306 + }, + "9": { + "Dice": 0.8294209702660407, + "FN": 37, + "FP": 72, + "IoU": 0.7085561497326203, + "TN": 525322, + "TP": 265, + "n_pred": 337, + "n_ref": 302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8675687897867603, + "FN": 3390, + "FP": 4224, + "IoU": 0.7661116913436137, + "TN": 668374, + "TP": 24940, + "n_pred": 29164, + "n_ref": 28330 + }, + "11": { + "Dice": 0.328125, + "FN": 86, + "FP": 0, + "IoU": 0.19626168224299065, + "TN": 700821, + "TP": 21, + "n_pred": 21, + "n_ref": 107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6231640885374767, + "FN": 3801, + "FP": 12594, + "IoU": 0.45260592300757907, + "TN": 670977, + "TP": 13556, + "n_pred": 26150, + "n_ref": 17357 + }, + "14": { + "Dice": 0.9620349603324224, + "FN": 9764, + "FP": 3, + "IoU": 0.9268471707298805, + "TN": 567413, + "TP": 123748, + "n_pred": 123751, + "n_ref": 133512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8870253901700442, + "FN": 7379, + "FP": 381, + "IoU": 0.7969861866889912, + "TN": 662704, + "TP": 30464, + "n_pred": 30845, + "n_ref": 37843 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2065, + "IoU": 0.0, + "TN": 698863, + "TP": 0, + "n_pred": 2065, + "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": 0.9387638074225982, + "FN": 2355, + "FP": 10246, + "IoU": 0.88459460202035, + "TN": 591739, + "TP": 96588, + "n_pred": 106834, + "n_ref": 98943 + }, + "7": { + "Dice": 0.6868088908745672, + "FN": 10033, + "FP": 1183, + "IoU": 0.5230075699583226, + "TN": 677414, + "TP": 12298, + "n_pred": 13481, + "n_ref": 22331 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7943174799258802, + "FN": 167, + "FP": 499, + "IoU": 0.6588114754098361, + "TN": 698976, + "TP": 1286, + "n_pred": 1785, + "n_ref": 1453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6277425911201149, + "FN": 1802.1311111111108, + "FP": 1943.391111111111, + "IoU": 0.5476582875507764, + "TN": 709351.3155555557, + "TP": 11195.42888888889, + "n_pred": 13138.820000000002, + "n_ref": 12997.56 + }, + "mean": { + "1": { + "Dice": 0.8395257043461192, + "FN": 1227.2666666666667, + "FP": 333.56666666666666, + "IoU": 0.7358544388610162, + "TN": 717579.0666666667, + "TP": 5152.366666666667, + "n_pred": 5485.933333333333, + "n_ref": 6379.633333333333 + }, + "10": { + "Dice": 0.6745324023446784, + "FN": 1725.4, + "FP": 1816.1, + "IoU": 0.5663652131802275, + "TN": 714143.6666666666, + "TP": 6607.1, + "n_pred": 8423.2, + "n_ref": 8332.5 + }, + "11": { + "Dice": 0.6631456534683926, + "FN": 242.56666666666666, + "FP": 151.73333333333332, + "IoU": 0.530260060467526, + "TN": 723331.8666666667, + "TP": 566.1, + "n_pred": 717.8333333333334, + "n_ref": 808.6666666666666 + }, + "12": { + "Dice": 0.4093625571585002, + "FN": 184.96666666666667, + "FP": 164.8, + "IoU": 0.31743701107814926, + "TN": 723557.5333333333, + "TP": 384.96666666666664, + "n_pred": 549.7666666666667, + "n_ref": 569.9333333333333 + }, + "13": { + "Dice": 0.5520973936605702, + "FN": 3007.9666666666667, + "FP": 2225.233333333333, + "IoU": 0.46147016240381056, + "TN": 713427.8333333334, + "TP": 5631.233333333334, + "n_pred": 7856.466666666666, + "n_ref": 8639.2 + }, + "14": { + "Dice": 0.5360071658244153, + "FN": 1503.8333333333333, + "FP": 5915.666666666667, + "IoU": 0.47276028384152374, + "TN": 707967.2666666667, + "TP": 8905.5, + "n_pred": 14821.166666666666, + "n_ref": 10409.333333333334 + }, + "15": { + "Dice": 0.5126543218390684, + "FN": 1944.3333333333333, + "FP": 2020.4666666666667, + "IoU": 0.4305468561208573, + "TN": 713733.8, + "TP": 6593.666666666667, + "n_pred": 8614.133333333333, + "n_ref": 8538.0 + }, + "2": { + "Dice": 0.7828359157394738, + "FN": 1694.1666666666667, + "FP": 1703.2333333333333, + "IoU": 0.7369328976155864, + "TN": 699374.3666666667, + "TP": 21520.5, + "n_pred": 23223.733333333334, + "n_ref": 23214.666666666668 + }, + "3": { + "Dice": 0.5643925864543851, + "FN": 5362.733333333334, + "FP": 1371.6, + "IoU": 0.5353876681255054, + "TN": 705340.6333333333, + "TP": 12217.3, + "n_pred": 13588.9, + "n_ref": 17580.033333333333 + }, + "4": { + "Dice": 0.3263736447460653, + "FN": 1644.5666666666666, + "FP": 776.4, + "IoU": 0.2516355775630858, + "TN": 719554.5333333333, + "TP": 2316.766666666667, + "n_pred": 3093.1666666666665, + "n_ref": 3961.3333333333335 + }, + "5": { + "Dice": 0.5158608032585763, + "FN": 240.0, + "FP": 180.6, + "IoU": 0.3965047207108474, + "TN": 723419.6666666666, + "TP": 452.0, + "n_pred": 632.6, + "n_ref": 692.0 + }, + "6": { + "Dice": 0.8624836825539841, + "FN": 2593.3, + "FP": 7636.4, + "IoU": 0.8152384772618395, + "TN": 653171.9666666667, + "TP": 60890.6, + "n_pred": 68527.0, + "n_ref": 63483.9 + }, + "7": { + "Dice": 0.6160061059864922, + "FN": 4170.933333333333, + "FP": 3124.733333333333, + "IoU": 0.5489725066175548, + "TN": 695693.0333333333, + "TP": 21303.566666666666, + "n_pred": 24428.3, + "n_ref": 25474.5 + }, + "8": { + "Dice": 0.8153813017570553, + "FN": 233.33333333333334, + "FP": 467.8333333333333, + "IoU": 0.748924868588456, + "TN": 717819.0333333333, + "TP": 5772.066666666667, + "n_pred": 6239.9, + "n_ref": 6005.4 + }, + "9": { + "Dice": 0.7454796276639478, + "FN": 1256.6, + "FP": 1262.5, + "IoU": 0.666583570825661, + "TN": 712155.4666666667, + "TP": 9617.7, + "n_pred": 10880.2, + "n_ref": 10874.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7571846498020994, + "FN": 1246, + "FP": 165, + "IoU": 0.6092495153697037, + "TN": 697317, + "TP": 2200, + "n_pred": 2365, + "n_ref": 3446 + }, + "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": 376, + "IoU": 0.0, + "TN": 700552, + "TP": 0, + "n_pred": 376, + "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": 23055, + "IoU": 0.0, + "TN": 677873, + "TP": 0, + "n_pred": 23055, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 144663, + "FP": 0, + "IoU": 0.0, + "TN": 556265, + "TP": 0, + "n_pred": 0, + "n_ref": 144663 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 700844, + "TP": 0, + "n_pred": 84, + "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": 117719, + "IoU": 0.0, + "TN": 583209, + "TP": 0, + "n_pred": 117719, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 700516, + "TP": 0, + "n_pred": 412, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.6432681242807825, + "FN": 528, + "FP": 92, + "IoU": 0.4741306191687871, + "TN": 524517, + "TP": 559, + "n_pred": 651, + "n_ref": 1087 + }, + "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": 450, + "IoU": 0.0, + "TN": 525246, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "14": { + "Dice": 0.7843137254901961, + "FN": 83, + "FP": 16, + "IoU": 0.6451612903225806, + "TN": 525417, + "TP": 180, + "n_pred": 196, + "n_ref": 263 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.963096626543142, + "FN": 4170, + "FP": 2538, + "IoU": 0.9288200339558574, + "TN": 431456, + "TP": 87532, + "n_pred": 90070, + "n_ref": 91702 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 525471, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 525547, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9441037601683827, + "FN": 4393, + "FP": 520, + "IoU": 0.8941255064218602, + "TN": 479292, + "TP": 41491, + "n_pred": 42011, + "n_ref": 45884 + }, + "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": 2858, + "IoU": 0.0, + "TN": 522838, + "TP": 0, + "n_pred": 2858, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8327365728900256, + "FN": 206, + "FP": 121, + "IoU": 0.7134092900964066, + "TN": 524555, + "TP": 814, + "n_pred": 935, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7865108299378083, + "FN": 1169, + "FP": 2813, + "IoU": 0.6481399664221967, + "TN": 514379, + "TP": 7335, + "n_pred": 10148, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6492580236972276, + "FN": 1122, + "FP": 1927, + "IoU": 0.4806676886390734, + "TN": 519825, + "TP": 2822, + "n_pred": 4749, + "n_ref": 3944 + }, + "13": { + "Dice": 0.615790290057391, + "FN": 358, + "FP": 4596, + "IoU": 0.4448677722994173, + "TN": 516772, + "TP": 3970, + "n_pred": 8566, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9714392151993047, + "FN": 2899, + "FP": 2161, + "IoU": 0.9444645659785103, + "TN": 434583, + "TP": 86053, + "n_pred": 88214, + "n_ref": 88952 + }, + "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": 0.9117647058823529, + "FN": 15, + "FP": 3, + "IoU": 0.8378378378378378, + "TN": 525585, + "TP": 93, + "n_pred": 96, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9441272926029394, + "FN": 547, + "FP": 373, + "IoU": 0.8941677211549522, + "TN": 517003, + "TP": 7773, + "n_pred": 8146, + "n_ref": 8320 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8754994406264983, + "FN": 352, + "FP": 427, + "IoU": 0.7785673678226265, + "TN": 522178, + "TP": 2739, + "n_pred": 3166, + "n_ref": 3091 + }, + "14": { + "Dice": 0.918738673432403, + "FN": 651, + "FP": 1591, + "IoU": 0.8496916063287745, + "TN": 510780, + "TP": 12674, + "n_pred": 14265, + "n_ref": 13325 + }, + "15": { + "Dice": 0.8048199940493901, + "FN": 3423, + "FP": 5761, + "IoU": 0.6733881005725666, + "TN": 497577, + "TP": 18935, + "n_pred": 24696, + "n_ref": 22358 + }, + "2": { + "Dice": 0.8459992082221502, + "FN": 28680, + "FP": 1273, + "IoU": 0.7331010639245807, + "TN": 413470, + "TP": 82273, + "n_pred": 83546, + "n_ref": 110953 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20858, + "IoU": 0.0, + "TN": 504838, + "TP": 0, + "n_pred": 20858, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 2375, + "IoU": 0.0, + "TN": 698553, + "TP": 0, + "n_pred": 2375, + "n_ref": 0 + }, + "14": { + "Dice": 0.9403013890723598, + "FN": 2712, + "FP": 3163, + "IoU": 0.8873290758107512, + "TN": 648785, + "TP": 46268, + "n_pred": 49431, + "n_ref": 48980 + }, + "15": { + "Dice": 0.7894073372040596, + "FN": 20877, + "FP": 2010, + "IoU": 0.6520833650031163, + "TN": 635145, + "TP": 42896, + "n_pred": 44906, + "n_ref": 63773 + }, + "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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0066.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": 701, + "IoU": 0.0, + "TN": 700227, + "TP": 0, + "n_pred": 701, + "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": 0.9650059437887407, + "FN": 2832, + "FP": 3762, + "IoU": 0.9323782470029637, + "TN": 603415, + "TP": 90919, + "n_pred": 94681, + "n_ref": 93751 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.858330154778873, + "FN": 3418, + "FP": 3639, + "IoU": 0.7518199402145244, + "TN": 847725, + "TP": 21378, + "n_pred": 25017, + "n_ref": 24796 + }, + "11": { + "Dice": 0.717550574084199, + "FN": 1497, + "FP": 1086, + "IoU": 0.5595156889495225, + "TN": 870296, + "TP": 3281, + "n_pred": 4367, + "n_ref": 4778 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7706893146355915, + "FN": 2267, + "FP": 15148, + "IoU": 0.6269280205655527, + "TN": 829480, + "TP": 29265, + "n_pred": 44413, + "n_ref": 31532 + }, + "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": 0.9703869047619048, + "FN": 679, + "FP": 515, + "IoU": 0.9424772365948837, + "TN": 855403, + "TP": 19563, + "n_pred": 20078, + "n_ref": 20242 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8857996709311305, + "FN": 1151, + "FP": 2250, + "IoU": 0.7950093424145621, + "TN": 859569, + "TP": 13190, + "n_pred": 15440, + "n_ref": 14341 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9527626150170537, + "FN": 7888, + "FP": 12457, + "IoU": 0.9097866717511894, + "TN": 650639, + "TP": 205176, + "n_pred": 217633, + "n_ref": 213064 + }, + "7": { + "Dice": 0.01098901098901099, + "FN": 82, + "FP": 278, + "IoU": 0.0055248618784530384, + "TN": 875798, + "TP": 2, + "n_pred": 280, + "n_ref": 84 + }, + "8": { + "Dice": 0.8034895875211063, + "FN": 905, + "FP": 3983, + "IoU": 0.6715274511121564, + "TN": 861279, + "TP": 9993, + "n_pred": 13976, + "n_ref": 10898 + }, + "9": { + "Dice": 0.8608073213336371, + "FN": 11640, + "FP": 3022, + "IoU": 0.7556292604876748, + "TN": 816161, + "TP": 45337, + "n_pred": 48359, + "n_ref": 56977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9224929378531074, + "FN": 344, + "FP": 534, + "IoU": 0.856136326396854, + "TN": 519593, + "TP": 5225, + "n_pred": 5759, + "n_ref": 5569 + }, + "10": { + "Dice": 0.8827967024420594, + "FN": 1723, + "FP": 1291, + "IoU": 0.7901844761573268, + "TN": 511331, + "TP": 11351, + "n_pred": 12642, + "n_ref": 13074 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5334094802969731, + "FN": 1207, + "FP": 427, + "IoU": 0.3637071651090343, + "TN": 523128, + "TP": 934, + "n_pred": 1361, + "n_ref": 2141 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 725, + "IoU": 0.0, + "TN": 524971, + "TP": 0, + "n_pred": 725, + "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": 0.9539625123314699, + "FN": 171, + "FP": 109, + "IoU": 0.9119773656082992, + "TN": 522515, + "TP": 2901, + "n_pred": 3010, + "n_ref": 3072 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.29162916291629165, + "FN": 390, + "FP": 397, + "IoU": 0.17070600632244468, + "TN": 524747, + "TP": 162, + "n_pred": 559, + "n_ref": 552 + }, + "6": { + "Dice": 0.9662881248260159, + "FN": 2574, + "FP": 2149, + "IoU": 0.9347751032301722, + "TN": 453285, + "TP": 67688, + "n_pred": 69837, + "n_ref": 70262 + }, + "7": { + "Dice": 0.8101539546362675, + "FN": 7231, + "FP": 846, + "IoU": 0.6808897317371894, + "TN": 500385, + "TP": 17234, + "n_pred": 18080, + "n_ref": 24465 + }, + "8": { + "Dice": 0.9192459692931837, + "FN": 399, + "FP": 1910, + "IoU": 0.8505598343149311, + "TN": 510245, + "TP": 13142, + "n_pred": 15052, + "n_ref": 13541 + }, + "9": { + "Dice": 0.783484390735146, + "FN": 671, + "FP": 189, + "IoU": 0.6440397350993378, + "TN": 523280, + "TP": 1556, + "n_pred": 1745, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656108597285068, + "FN": 423, + "FP": 109, + "IoU": 0.9335083114610674, + "TN": 517695, + "TP": 7469, + "n_pred": 7578, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9464366960334202, + "FN": 937, + "FP": 358, + "IoU": 0.8983197236180904, + "TN": 512960, + "TP": 11441, + "n_pred": 11799, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.045112781954887216, + "FN": 127, + "FP": 0, + "IoU": 0.023076923076923078, + "TN": 525566, + "TP": 3, + "n_pred": 3, + "n_ref": 130 + }, + "13": { + "Dice": 0.7185185185185186, + "FN": 144, + "FP": 8, + "IoU": 0.5606936416184971, + "TN": 525350, + "TP": 194, + "n_pred": 202, + "n_ref": 338 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9614355983932373, + "FN": 954, + "FP": 2723, + "IoU": 0.9257351753110357, + "TN": 476184, + "TP": 45835, + "n_pred": 48558, + "n_ref": 46789 + }, + "3": { + "Dice": 0.9619587523086395, + "FN": 5172, + "FP": 760, + "IoU": 0.9267057108261052, + "TN": 444762, + "TP": 75002, + "n_pred": 75762, + "n_ref": 80174 + }, + "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": 0.9783896922909644, + "FN": 1450, + "FP": 140, + "IoU": 0.9576936380810472, + "TN": 488113, + "TP": 35993, + "n_pred": 36133, + "n_ref": 37443 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 861, + "IoU": 0.0, + "TN": 524835, + "TP": 0, + "n_pred": 861, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8333779085316929, + "FN": 321, + "FP": 302, + "IoU": 0.7143512150389729, + "TN": 698747, + "TP": 1558, + "n_pred": 1860, + "n_ref": 1879 + }, + "10": { + "Dice": 0.595104538500765, + "FN": 5704, + "FP": 2236, + "IoU": 0.4235934664246824, + "TN": 687153, + "TP": 5835, + "n_pred": 8071, + "n_ref": 11539 + }, + "11": { + "Dice": 0.5084745762711864, + "FN": 1558, + "FP": 66, + "IoU": 0.3409090909090909, + "TN": 698464, + "TP": 840, + "n_pred": 906, + "n_ref": 2398 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 700613, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "13": { + "Dice": 0.8352513859682661, + "FN": 1596, + "FP": 2713, + "IoU": 0.717108718487395, + "TN": 685696, + "TP": 10923, + "n_pred": 13636, + "n_ref": 12519 + }, + "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": 0.39958847736625513, + "FN": 148, + "FP": 2770, + "IoU": 0.2496785806119825, + "TN": 697039, + "TP": 971, + "n_pred": 3741, + "n_ref": 1119 + }, + "3": { + "Dice": 0.9110633144002673, + "FN": 1091, + "FP": 7427, + "IoU": 0.8366540740598692, + "TN": 648781, + "TP": 43629, + "n_pred": 51056, + "n_ref": 44720 + }, + "4": { + "Dice": 0.1691542288557214, + "FN": 288, + "FP": 46, + "IoU": 0.09239130434782608, + "TN": 700560, + "TP": 34, + "n_pred": 80, + "n_ref": 322 + }, + "5": { + "Dice": 0.5048128342245989, + "FN": 3101, + "FP": 1066, + "IoU": 0.3376251788268956, + "TN": 694637, + "TP": 2124, + "n_pred": 3190, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9165572205861959, + "FN": 7362, + "FP": 2867, + "IoU": 0.845967353330924, + "TN": 634520, + "TP": 56179, + "n_pred": 59046, + "n_ref": 63541 + }, + "7": { + "Dice": 0.7450538845102139, + "FN": 876, + "FP": 709, + "IoU": 0.593693924634709, + "TN": 697027, + "TP": 2316, + "n_pred": 3025, + "n_ref": 3192 + }, + "8": { + "Dice": 0.9511687425354035, + "FN": 1098, + "FP": 3195, + "IoU": 0.9068844351900052, + "TN": 654824, + "TP": 41811, + "n_pred": 45006, + "n_ref": 42909 + }, + "9": { + "Dice": 0.8852752585061522, + "FN": 1812, + "FP": 6132, + "IoU": 0.794164896097839, + "TN": 662334, + "TP": 30650, + "n_pred": 36782, + "n_ref": 32462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7233002291825821, + "FN": 1330, + "FP": 481, + "IoU": 0.5665390138822403, + "TN": 1047214, + "TP": 2367, + "n_pred": 2848, + "n_ref": 3697 + }, + "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": 0.29252259654889073, + "FN": 370, + "FP": 491, + "IoU": 0.17131857555341676, + "TN": 1050353, + "TP": 178, + "n_pred": 669, + "n_ref": 548 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 1051154, + "TP": 0, + "n_pred": 238, + "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": 283, + "IoU": 0.0, + "TN": 1051109, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "3": { + "Dice": 0.978351663030411, + "FN": 843, + "FP": 1588, + "IoU": 0.9576207659989889, + "TN": 994029, + "TP": 54932, + "n_pred": 56520, + "n_ref": 55775 + }, + "4": { + "Dice": 0.5172144890240574, + "FN": 24156, + "FP": 608, + "IoU": 0.34881274816587343, + "TN": 1013363, + "TP": 13265, + "n_pred": 13873, + "n_ref": 37421 + }, + "5": { + "Dice": 0.6970836673037795, + "FN": 3012, + "FP": 1901, + "IoU": 0.5350179822070793, + "TN": 1040826, + "TP": 5653, + "n_pred": 7554, + "n_ref": 8665 + }, + "6": { + "Dice": 0.88380665693021, + "FN": 13135, + "FP": 5084, + "IoU": 0.7918042715606395, + "TN": 963883, + "TP": 69290, + "n_pred": 74374, + "n_ref": 82425 + }, + "7": { + "Dice": 0.7021943192256919, + "FN": 1145, + "FP": 47808, + "IoU": 0.541062756642229, + "TN": 944726, + "TP": 57713, + "n_pred": 105521, + "n_ref": 58858 + }, + "8": { + "Dice": 0.9702877823828148, + "FN": 1247, + "FP": 789, + "IoU": 0.9422902494331066, + "TN": 1016112, + "TP": 33244, + "n_pred": 34033, + "n_ref": 34491 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8797052699022906, + "FN": 2119, + "FP": 1636, + "IoU": 0.78524449528167, + "TN": 858675, + "TP": 13730, + "n_pred": 15366, + "n_ref": 15849 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 876094, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": 0.5788546255506608, + "FN": 441, + "FP": 515, + "IoU": 0.40731556106633604, + "TN": 874547, + "TP": 657, + "n_pred": 1172, + "n_ref": 1098 + }, + "12": { + "Dice": 0.673029338989042, + "FN": 340, + "FP": 585, + "IoU": 0.5071923281832712, + "TN": 874283, + "TP": 952, + "n_pred": 1537, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 876049, + "TP": 0, + "n_pred": 111, + "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": 0.9413101653286411, + "FN": 2499, + "FP": 703, + "IoU": 0.8891274238227147, + "TN": 847280, + "TP": 25678, + "n_pred": 26381, + "n_ref": 28177 + }, + "3": { + "Dice": 0.9548969473979608, + "FN": 4351, + "FP": 1435, + "IoU": 0.913686879988066, + "TN": 809125, + "TP": 61249, + "n_pred": 62684, + "n_ref": 65600 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8062205137165822, + "FN": 403, + "FP": 1815, + "IoU": 0.675351288056206, + "TN": 869328, + "TP": 4614, + "n_pred": 6429, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9511281334140386, + "FN": 3278, + "FP": 6088, + "IoU": 0.9068106064374907, + "TN": 775655, + "TP": 91139, + "n_pred": 97227, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8676350030479474, + "FN": 3815, + "FP": 2482, + "IoU": 0.7662149619454242, + "TN": 849225, + "TP": 20638, + "n_pred": 23120, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9471994965387036, + "FN": 260, + "FP": 1418, + "IoU": 0.8996951401757427, + "TN": 859431, + "TP": 15051, + "n_pred": 16469, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9547440495598305, + "FN": 598, + "FP": 790, + "IoU": 0.9134069499033003, + "TN": 860131, + "TP": 14641, + "n_pred": 15431, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8929138022210471, + "FN": 456, + "FP": 354, + "IoU": 0.8065440649629807, + "TN": 871973, + "TP": 3377, + "n_pred": 3731, + "n_ref": 3833 + }, + "11": { + "Dice": 0.8405687203791469, + "FN": 535, + "FP": 306, + "IoU": 0.7249836494440811, + "TN": 873102, + "TP": 2217, + "n_pred": 2523, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8210473167916907, + "FN": 3579, + "FP": 6345, + "IoU": 0.6964209238299174, + "TN": 843470, + "TP": 22766, + "n_pred": 29111, + "n_ref": 26345 + }, + "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": 0.9679149553032134, + "FN": 925, + "FP": 403, + "IoU": 0.9378248045320474, + "TN": 854801, + "TP": 20031, + "n_pred": 20434, + "n_ref": 20956 + }, + "3": { + "Dice": 0.5454545454545454, + "FN": 0, + "FP": 5, + "IoU": 0.375, + "TN": 876152, + "TP": 3, + "n_pred": 8, + "n_ref": 3 + }, + "4": { + "Dice": 0.3516483516483517, + "FN": 0, + "FP": 59, + "IoU": 0.21333333333333335, + "TN": 876085, + "TP": 16, + "n_pred": 75, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9839166776280388, + "FN": 2267, + "FP": 5803, + "IoU": 0.9683425128277551, + "TN": 621244, + "TP": 246846, + "n_pred": 252649, + "n_ref": 249113 + }, + "7": { + "Dice": 0.8039361860742508, + "FN": 492, + "FP": 823, + "IoU": 0.6721515831463476, + "TN": 872149, + "TP": 2696, + "n_pred": 3519, + "n_ref": 3188 + }, + "8": { + "Dice": 0.9716708421661207, + "FN": 550, + "FP": 332, + "IoU": 0.9449025487256372, + "TN": 860152, + "TP": 15126, + "n_pred": 15458, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9401729376022435, + "FN": 1865, + "FP": 1207, + "IoU": 0.8871003307607497, + "TN": 848950, + "TP": 24138, + "n_pred": 25345, + "n_ref": 26003 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5778504672897197, + "FN": 17814, + "FP": 254, + "IoU": 0.4063218768482618, + "TN": 495262, + "TP": 12366, + "n_pred": 12620, + "n_ref": 30180 + }, + "10": { + "Dice": 0.8659907543601597, + "FN": 2370, + "FP": 2732, + "IoU": 0.7636540510492426, + "TN": 504109, + "TP": 16485, + "n_pred": 19217, + "n_ref": 18855 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8168801808590807, + "FN": 194, + "FP": 535, + "IoU": 0.6904458598726114, + "TN": 523341, + "TP": 1626, + "n_pred": 2161, + "n_ref": 1820 + }, + "13": { + "Dice": 0.8117742539642901, + "FN": 4681, + "FP": 1349, + "IoU": 0.683181842063784, + "TN": 506663, + "TP": 13003, + "n_pred": 14352, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3509, + "IoU": 0.0, + "TN": 522187, + "TP": 0, + "n_pred": 3509, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615369026871479, + "FN": 431, + "FP": 518, + "IoU": 0.9259230348918898, + "TN": 512885, + "TP": 11862, + "n_pred": 12380, + "n_ref": 12293 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": 0.7954186413902053, + "FN": 294, + "FP": 224, + "IoU": 0.660327868852459, + "TN": 524171, + "TP": 1007, + "n_pred": 1231, + "n_ref": 1301 + }, + "6": { + "Dice": 0.4687608268853216, + "FN": 2255, + "FP": 16145, + "IoU": 0.3061316841390753, + "TN": 499178, + "TP": 8118, + "n_pred": 24263, + "n_ref": 10373 + }, + "7": { + "Dice": 0.8809737043710953, + "FN": 7924, + "FP": 3107, + "IoU": 0.7872680988930458, + "TN": 473842, + "TP": 40823, + "n_pred": 43930, + "n_ref": 48747 + }, + "8": { + "Dice": 0.9752665475997185, + "FN": 109, + "FP": 348, + "IoU": 0.951727051864371, + "TN": 516229, + "TP": 9010, + "n_pred": 9358, + "n_ref": 9119 + }, + "9": { + "Dice": 0.612670095709356, + "FN": 12, + "FP": 5937, + "IoU": 0.4416181715787498, + "TN": 515042, + "TP": 4705, + "n_pred": 10642, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.4950637228504757, + "FN": 1736, + "FP": 6703, + "IoU": 0.32895992366412213, + "TN": 688352, + "TP": 4137, + "n_pred": 10840, + "n_ref": 5873 + }, + "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": 0.9727852701284019, + "FN": 1290, + "FP": 1069, + "IoU": 0.9470125786163522, + "TN": 656408, + "TP": 42161, + "n_pred": 43230, + "n_ref": 43451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 700789, + "TP": 0, + "n_pred": 139, + "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": 0.9732712456344587, + "FN": 1847, + "FP": 449, + "IoU": 0.9479341466733185, + "TN": 656830, + "TP": 41802, + "n_pred": 42251, + "n_ref": 43649 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.3234244946492271, + "FN": 522, + "FP": 47, + "IoU": 0.19290780141843972, + "TN": 700223, + "TP": 136, + "n_pred": 183, + "n_ref": 658 + }, + "9": { + "Dice": 0.9174785402074885, + "FN": 633, + "FP": 2501, + "IoU": 0.8475384316014789, + "TN": 680372, + "TP": 17422, + "n_pred": 19923, + "n_ref": 18055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "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": 0.9381635638833336, + "FN": 4015, + "FP": 592, + "IoU": 0.8835292630514473, + "TN": 661373, + "TP": 34948, + "n_pred": 35540, + "n_ref": 38963 + }, + "15": { + "Dice": 0.01461886529759833, + "FN": 0, + "FP": 2831, + "IoU": 0.007363253856942496, + "TN": 698076, + "TP": 21, + "n_pred": 2852, + "n_ref": 21 + }, + "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": 605, + "IoU": 0.0, + "TN": 700323, + "TP": 0, + "n_pred": 605, + "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": 0.9497016197783461, + "FN": 57, + "FP": 2, + "IoU": 0.9042207792207793, + "TN": 700312, + "TP": 557, + "n_pred": 559, + "n_ref": 614 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.2793914246196404, + "FN": 7, + "FP": 514, + "IoU": 0.16237942122186494, + "TN": 700306, + "TP": 101, + "n_pred": 615, + "n_ref": 108 + }, + "13": { + "Dice": 0.7081770442610653, + "FN": 230, + "FP": 159, + "IoU": 0.5481997677119629, + "TN": 700067, + "TP": 472, + "n_pred": 631, + "n_ref": 702 + }, + "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": 12508, + "IoU": 0.0, + "TN": 688420, + "TP": 0, + "n_pred": 12508, + "n_ref": 0 + }, + "2": { + "Dice": 0.9671002768712007, + "FN": 2682, + "FP": 1572, + "IoU": 0.9362963850369882, + "TN": 634150, + "TP": 62524, + "n_pred": 64096, + "n_ref": 65206 + }, + "3": { + "Dice": 0.9650872817955112, + "FN": 17, + "FP": 95, + "IoU": 0.9325301204819277, + "TN": 699268, + "TP": 1548, + "n_pred": 1643, + "n_ref": 1565 + }, + "4": { + "Dice": 0.006880733944954129, + "FN": 4330, + "FP": 0, + "IoU": 0.0034522439585730723, + "TN": 696583, + "TP": 15, + "n_pred": 15, + "n_ref": 4345 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9567395182068792, + "FN": 5265, + "FP": 1938, + "IoU": 0.9170667679872889, + "TN": 614075, + "TP": 79650, + "n_pred": 81588, + "n_ref": 84915 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 700710, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "8": { + "Dice": 0.9681070643851122, + "FN": 450, + "FP": 29, + "IoU": 0.9381855723319138, + "TN": 693179, + "TP": 7270, + "n_pred": 7299, + "n_ref": 7720 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8199186991869919, + "FN": 829, + "FP": 57, + "IoU": 0.6947984843265588, + "TN": 873257, + "TP": 2017, + "n_pred": 2074, + "n_ref": 2846 + }, + "10": { + "Dice": 0.5217238501076308, + "FN": 9854, + "FP": 11920, + "IoU": 0.352927191679049, + "TN": 842510, + "TP": 11876, + "n_pred": 23796, + "n_ref": 21730 + }, + "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": 0.30025855411168195, + "FN": 17495, + "FP": 3344, + "IoU": 0.1766495456341367, + "TN": 850850, + "TP": 4471, + "n_pred": 7815, + "n_ref": 21966 + }, + "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": 0.9627816750501883, + "FN": 2034, + "FP": 1266, + "IoU": 0.9282343474762412, + "TN": 830177, + "TP": 42683, + "n_pred": 43949, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 264, + "IoU": 0.0, + "TN": 875896, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "4": { + "Dice": 0.6024557165861514, + "FN": 430, + "FP": 3520, + "IoU": 0.43108166498631717, + "TN": 869217, + "TP": 2993, + "n_pred": 6513, + "n_ref": 3423 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9327205652472957, + "FN": 4037, + "FP": 4571, + "IoU": 0.8739234870232585, + "TN": 807884, + "TP": 59668, + "n_pred": 64239, + "n_ref": 63705 + }, + "7": { + "Dice": 0.7519546587456042, + "FN": 74436, + "FP": 5479, + "IoU": 0.602505881709252, + "TN": 675113, + "TP": 121132, + "n_pred": 126611, + "n_ref": 195568 + }, + "8": { + "Dice": 0.7554918815663801, + "FN": 45, + "FP": 467, + "IoU": 0.6070606293169608, + "TN": 874857, + "TP": 791, + "n_pred": 1258, + "n_ref": 836 + }, + "9": { + "Dice": 0.2562300319488818, + "FN": 1560, + "FP": 768, + "IoU": 0.14694027116159766, + "TN": 873431, + "TP": 401, + "n_pred": 1169, + "n_ref": 1961 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8633763783241937, + "FN": 9011, + "FP": 257, + "IoU": 0.759597426852044, + "TN": 662376, + "TP": 29284, + "n_pred": 29541, + "n_ref": 38295 + }, + "10": { + "Dice": 0.33986236103758605, + "FN": 377, + "FP": 2117, + "IoU": 0.20471938775510204, + "TN": 697792, + "TP": 642, + "n_pred": 2759, + "n_ref": 1019 + }, + "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": 0.541224076884168, + "FN": 4442, + "FP": 9163, + "IoU": 0.3710124826629681, + "TN": 679298, + "TP": 8025, + "n_pred": 17188, + "n_ref": 12467 + }, + "14": { + "Dice": 0.8203506900798639, + "FN": 984, + "FP": 27314, + "IoU": 0.6954191242950015, + "TN": 608020, + "TP": 64610, + "n_pred": 91924, + "n_ref": 65594 + }, + "15": { + "Dice": 0.8308351177730193, + "FN": 21, + "FP": 58, + "IoU": 0.7106227106227107, + "TN": 700655, + "TP": 194, + "n_pred": 252, + "n_ref": 215 + }, + "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": 4858, + "IoU": 0.0, + "TN": 696070, + "TP": 0, + "n_pred": 4858, + "n_ref": 0 + }, + "4": { + "Dice": 0.10773647627682079, + "FN": 11740, + "FP": 70, + "IoU": 0.0569352391599457, + "TN": 688405, + "TP": 713, + "n_pred": 783, + "n_ref": 12453 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9311406025290423, + "FN": 2261, + "FP": 6980, + "IoU": 0.8711534975809038, + "TN": 629207, + "TP": 62480, + "n_pred": 69460, + "n_ref": 64741 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3324, + "IoU": 0.0, + "TN": 697604, + "TP": 0, + "n_pred": 3324, + "n_ref": 0 + }, + "8": { + "Dice": 0.8071748878923767, + "FN": 90, + "FP": 125, + "IoU": 0.6766917293233082, + "TN": 700263, + "TP": 450, + "n_pred": 575, + "n_ref": 540 + }, + "9": { + "Dice": 0.8558036389294894, + "FN": 1327, + "FP": 1534, + "IoU": 0.7479517223152146, + "TN": 689577, + "TP": 8490, + "n_pred": 10024, + "n_ref": 9817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7412773622586835, + "FN": 3148, + "FP": 3459, + "IoU": 0.5889123942259831, + "TN": 860088, + "TP": 9465, + "n_pred": 12924, + "n_ref": 12613 + }, + "11": { + "Dice": 0.7645980623199791, + "FN": 683, + "FP": 1115, + "IoU": 0.6189063162356931, + "TN": 871442, + "TP": 2920, + "n_pred": 4035, + "n_ref": 3603 + }, + "12": { + "Dice": 0.8037048102778608, + "FN": 551, + "FP": 106, + "IoU": 0.6718281718281718, + "TN": 874158, + "TP": 1345, + "n_pred": 1451, + "n_ref": 1896 + }, + "13": { + "Dice": 0.928133704735376, + "FN": 150, + "FP": 366, + "IoU": 0.8659043659043659, + "TN": 872312, + "TP": 3332, + "n_pred": 3698, + "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": 0.9659965251923555, + "FN": 150, + "FP": 398, + "IoU": 0.9342294767162747, + "TN": 867828, + "TP": 7784, + "n_pred": 8182, + "n_ref": 7934 + }, + "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": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675239097312552, + "FN": 5274, + "FP": 9881, + "IoU": 0.9370908622972732, + "TN": 635257, + "TP": 225748, + "n_pred": 235629, + "n_ref": 231022 + }, + "7": { + "Dice": 0.9842480824199552, + "FN": 1349, + "FP": 1715, + "IoU": 0.9689847150521308, + "TN": 777370, + "TP": 95726, + "n_pred": 97441, + "n_ref": 97075 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8729618311216851, + "FN": 8975, + "FP": 3413, + "IoU": 0.7745627923058725, + "TN": 821209, + "TP": 42563, + "n_pred": 45976, + "n_ref": 51538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9300507672781816, + "FN": 2868, + "FP": 1982, + "IoU": 0.8692475669263743, + "TN": 839067, + "TP": 32243, + "n_pred": 34225, + "n_ref": 35111 + }, + "10": { + "Dice": 0.36363636363636365, + "FN": 63, + "FP": 0, + "IoU": 0.2222222222222222, + "TN": 876079, + "TP": 18, + "n_pred": 18, + "n_ref": 81 + }, + "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": 53, + "IoU": 0.0, + "TN": 876107, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "13": { + "Dice": 0.7674603595481784, + "FN": 3186, + "FP": 1199, + "IoU": 0.6226658635229326, + "TN": 864539, + "TP": 7236, + "n_pred": 8435, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9087765519512597, + "FN": 1604, + "FP": 612, + "IoU": 0.8328051908857703, + "TN": 862906, + "TP": 11038, + "n_pred": 11650, + "n_ref": 12642 + }, + "15": { + "Dice": 0.8182832937405192, + "FN": 6011, + "FP": 338, + "IoU": 0.6924530129819803, + "TN": 855516, + "TP": 14295, + "n_pred": 14633, + "n_ref": 20306 + }, + "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": 0.8735852784284949, + "FN": 2377, + "FP": 2102, + "IoU": 0.775544976196442, + "TN": 856205, + "TP": 15476, + "n_pred": 17578, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9432867166245048, + "FN": 3193, + "FP": 2748, + "IoU": 0.8926609814266098, + "TN": 820812, + "TP": 49407, + "n_pred": 52155, + "n_ref": 52600 + }, + "7": { + "Dice": 0.9048819191636329, + "FN": 6928, + "FP": 5300, + "IoU": 0.8262870780770543, + "TN": 805768, + "TP": 58164, + "n_pred": 63464, + "n_ref": 65092 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.4702879313865632, + "FN": 10931, + "FP": 9821, + "IoU": 0.30743558937391535, + "TN": 670964, + "TP": 9212, + "n_pred": 19033, + "n_ref": 20143 + }, + "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": 0.08959917293071142, + "FN": 39553, + "FP": 2716, + "IoU": 0.04690071929468534, + "TN": 656579, + "TP": 2080, + "n_pred": 4796, + "n_ref": 41633 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 700586, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6271, + "IoU": 0.0, + "TN": 694657, + "TP": 0, + "n_pred": 6271, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 700792, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "3": { + "Dice": 0.9732910819375283, + "FN": 1229, + "FP": 541, + "IoU": 0.9479717813051146, + "TN": 666908, + "TP": 32250, + "n_pred": 32791, + "n_ref": 33479 + }, + "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": 2359, + "IoU": 0.0, + "TN": 698569, + "TP": 0, + "n_pred": 2359, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 700821, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "8": { + "Dice": 0.9756756756756757, + "FN": 87, + "FP": 57, + "IoU": 0.9525065963060686, + "TN": 697896, + "TP": 2888, + "n_pred": 2945, + "n_ref": 2975 + }, + "9": { + "Dice": 0.877740982726215, + "FN": 0, + "FP": 2732, + "IoU": 0.7821197862668474, + "TN": 688389, + "TP": 9807, + "n_pred": 12539, + "n_ref": 9807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9543539400371451, + "FN": 291, + "FP": 4010, + "IoU": 0.9126930962385563, + "TN": 651665, + "TP": 44962, + "n_pred": 48972, + "n_ref": 45253 + }, + "10": { + "Dice": 0.8528119655253362, + "FN": 1117, + "FP": 3272, + "IoU": 0.7433933582787652, + "TN": 683824, + "TP": 12715, + "n_pred": 15987, + "n_ref": 13832 + }, + "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": 3375, + "FP": 0, + "IoU": 0.0, + "TN": 697553, + "TP": 0, + "n_pred": 0, + "n_ref": 3375 + }, + "14": { + "Dice": 0.9410542406076094, + "FN": 3529, + "FP": 1407, + "IoU": 0.8886708618084218, + "TN": 656591, + "TP": 39401, + "n_pred": 40808, + "n_ref": 42930 + }, + "15": { + "Dice": 0.5656936335835419, + "FN": 318, + "FP": 7493, + "IoU": 0.39440223290432624, + "TN": 688030, + "TP": 5087, + "n_pred": 12580, + "n_ref": 5405 + }, + "2": { + "Dice": 0.9712675320312427, + "FN": 1240, + "FP": 1839, + "IoU": 0.9441400580551524, + "TN": 645808, + "TP": 52041, + "n_pred": 53880, + "n_ref": 53281 + }, + "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": 0.9073064340239912, + "FN": 147, + "FP": 1128, + "IoU": 0.8303393213572854, + "TN": 693413, + "TP": 6240, + "n_pred": 7368, + "n_ref": 6387 + }, + "7": { + "Dice": 0.9691139324924765, + "FN": 2557, + "FP": 1148, + "IoU": 0.9400786013488379, + "TN": 639097, + "TP": 58126, + "n_pred": 59274, + "n_ref": 60683 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.792380180362752, + "FN": 776, + "FP": 1273, + "IoU": 0.6561503607987917, + "TN": 694969, + "TP": 3910, + "n_pred": 5183, + "n_ref": 4686 + }, + "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": 0.804651617316525, + "FN": 1874, + "FP": 2124, + "IoU": 0.6731523871811642, + "TN": 688696, + "TP": 8234, + "n_pred": 10358, + "n_ref": 10108 + }, + "14": { + "Dice": 0.038325024107014626, + "FN": 23908, + "FP": 116711, + "IoU": 0.019536887903445103, + "TN": 557507, + "TP": 2802, + "n_pred": 119513, + "n_ref": 26710 + }, + "15": { + "Dice": 0.7663541623069519, + "FN": 14471, + "FP": 7859, + "IoU": 0.621210836118132, + "TN": 641977, + "TP": 36621, + "n_pred": 44480, + "n_ref": 51092 + }, + "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": 0.8569705982837276, + "FN": 4418, + "FP": 2699, + "IoU": 0.7497362683733033, + "TN": 672490, + "TP": 21321, + "n_pred": 24020, + "n_ref": 25739 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9175305111576367, + "FN": 400, + "FP": 9290, + "IoU": 0.847627134635343, + "TN": 637334, + "TP": 53904, + "n_pred": 63194, + "n_ref": 54304 + }, + "7": { + "Dice": 0.900918070889018, + "FN": 1738, + "FP": 2525, + "IoU": 0.8197005582811707, + "TN": 677284, + "TP": 19381, + "n_pred": 21906, + "n_ref": 21119 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7556894243641231, + "FN": 766, + "FP": 694, + "IoU": 0.607315761161915, + "TN": 872442, + "TP": 2258, + "n_pred": 2952, + "n_ref": 3024 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 876057, + "TP": 0, + "n_pred": 103, + "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": 0.8413796088871573, + "FN": 999, + "FP": 13658, + "IoU": 0.7261909209788904, + "TN": 822630, + "TP": 38873, + "n_pred": 52531, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8319959040201649, + "FN": 4468, + "FP": 12595, + "IoU": 0.7123227622949437, + "TN": 816847, + "TP": 42250, + "n_pred": 54845, + "n_ref": 46718 + }, + "2": { + "Dice": 0.8893114523577443, + "FN": 248, + "FP": 6679, + "IoU": 0.8006848132589055, + "TN": 841406, + "TP": 27827, + "n_pred": 34506, + "n_ref": 28075 + }, + "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": 0.9656126698816309, + "FN": 615, + "FP": 1895, + "IoU": 0.9335116950544357, + "TN": 838409, + "TP": 35241, + "n_pred": 37136, + "n_ref": 35856 + }, + "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": 0.9167820069204152, + "FN": 505, + "FP": 457, + "IoU": 0.846350423255071, + "TN": 869899, + "TP": 5299, + "n_pred": 5756, + "n_ref": 5804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8215303015420882, + "FN": 972, + "FP": 845, + "IoU": 0.6971161860310051, + "TN": 694929, + "TP": 4182, + "n_pred": 5027, + "n_ref": 5154 + }, + "11": { + "Dice": 0.8193632228719948, + "FN": 325, + "FP": 231, + "IoU": 0.6940011007154651, + "TN": 699111, + "TP": 1261, + "n_pred": 1492, + "n_ref": 1586 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9284858170195766, + "FN": 270, + "FP": 446, + "IoU": 0.866517524235645, + "TN": 695564, + "TP": 4648, + "n_pred": 5094, + "n_ref": 4918 + }, + "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": 0.9580116305812005, + "FN": 1917, + "FP": 639, + "IoU": 0.9194072205580955, + "TN": 669213, + "TP": 29159, + "n_pred": 29798, + "n_ref": 31076 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.16890080428954424, + "FN": 29, + "FP": 591, + "IoU": 0.09224011713030747, + "TN": 700245, + "TP": 63, + "n_pred": 654, + "n_ref": 92 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9793953461761653, + "FN": 1989, + "FP": 3053, + "IoU": 0.9596226535972836, + "TN": 576056, + "TP": 119830, + "n_pred": 122883, + "n_ref": 121819 + }, + "7": { + "Dice": 0.9628012099378037, + "FN": 1837, + "FP": 2541, + "IoU": 0.9282706643729008, + "TN": 639893, + "TP": 56657, + "n_pred": 59198, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9097113832967382, + "FN": 1569, + "FP": 1844, + "IoU": 0.8343766681224827, + "TN": 680321, + "TP": 17194, + "n_pred": 19038, + "n_ref": 18763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7274233637116818, + "FN": 6, + "FP": 323, + "IoU": 0.5716145833333334, + "TN": 875392, + "TP": 439, + "n_pred": 762, + "n_ref": 445 + }, + "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": 0.905642484589853, + "FN": 124, + "FP": 75, + "IoU": 0.8275563258232236, + "TN": 875006, + "TP": 955, + "n_pred": 1030, + "n_ref": 1079 + }, + "14": { + "Dice": 0.7737226277372263, + "FN": 2921, + "FP": 86, + "IoU": 0.6309523809523809, + "TN": 868012, + "TP": 5141, + "n_pred": 5227, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8718200156897904, + "FN": 7478, + "FP": 1672, + "IoU": 0.7727667817319394, + "TN": 835893, + "TP": 31117, + "n_pred": 32789, + "n_ref": 38595 + }, + "2": { + "Dice": 0.973364496794946, + "FN": 2332, + "FP": 2272, + "IoU": 0.9481110810567126, + "TN": 787432, + "TP": 84124, + "n_pred": 86396, + "n_ref": 86456 + }, + "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": 2662, + "IoU": 0.0, + "TN": 873498, + "TP": 0, + "n_pred": 2662, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9361925484806841, + "FN": 1354, + "FP": 5332, + "IoU": 0.8800394725038126, + "TN": 820425, + "TP": 49049, + "n_pred": 54381, + "n_ref": 50403 + }, + "7": { + "Dice": 0.748118969637957, + "FN": 11994, + "FP": 10770, + "IoU": 0.5975958988863355, + "TN": 819590, + "TP": 33806, + "n_pred": 44576, + "n_ref": 45800 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.9269187809159087, + "FN": 323, + "FP": 593, + "IoU": 0.8637918215613383, + "TN": 694203, + "TP": 5809, + "n_pred": 6402, + "n_ref": 6132 + }, + "11": { + "Dice": 0.7762906309751434, + "FN": 558, + "FP": 261, + "IoU": 0.634375, + "TN": 698688, + "TP": 1421, + "n_pred": 1682, + "n_ref": 1979 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.9393869127672402, + "FN": 671, + "FP": 636, + "IoU": 0.8857017927415829, + "TN": 689493, + "TP": 10128, + "n_pred": 10764, + "n_ref": 10799 + }, + "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": 0.9033280507131537, + "FN": 417, + "FP": 71, + "IoU": 0.8236994219653179, + "TN": 698160, + "TP": 2280, + "n_pred": 2351, + "n_ref": 2697 + }, + "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": 0.9666512667238665, + "FN": 766, + "FP": 2771, + "IoU": 0.9354550265515794, + "TN": 646129, + "TP": 51262, + "n_pred": 54033, + "n_ref": 52028 + }, + "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": 0.9497408484279342, + "FN": 2532, + "FP": 251, + "IoU": 0.9042919045326363, + "TN": 671850, + "TP": 26295, + "n_pred": 26546, + "n_ref": 28827 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8538754764930114, + "FN": 16, + "FP": 99, + "IoU": 0.7450110864745011, + "TN": 525245, + "TP": 336, + "n_pred": 435, + "n_ref": 352 + }, + "10": { + "Dice": 0.9056743955669752, + "FN": 3186, + "FP": 2908, + "IoU": 0.8276096181046676, + "TN": 490346, + "TP": 29256, + "n_pred": 32164, + "n_ref": 32442 + }, + "11": { + "Dice": 0.028169014084507043, + "FN": 69, + "FP": 0, + "IoU": 0.014285714285714285, + "TN": 525626, + "TP": 1, + "n_pred": 1, + "n_ref": 70 + }, + "12": { + "Dice": 0.7471800855698172, + "FN": 1100, + "FP": 200, + "IoU": 0.5963986339646072, + "TN": 522475, + "TP": 1921, + "n_pred": 2121, + "n_ref": 3021 + }, + "13": { + "Dice": 0.8809851653633317, + "FN": 1659, + "FP": 2922, + "IoU": 0.7872864041604755, + "TN": 504160, + "TP": 16955, + "n_pred": 19877, + "n_ref": 18614 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 551, + "IoU": 0.0, + "TN": 525145, + "TP": 0, + "n_pred": 551, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 525605, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9654738167698604, + "FN": 309, + "FP": 20, + "IoU": 0.9332521809697707, + "TN": 520767, + "TP": 4600, + "n_pred": 4620, + "n_ref": 4909 + }, + "4": { + "Dice": 0.3552583229220254, + "FN": 321, + "FP": 8452, + "IoU": 0.2159964253798034, + "TN": 514506, + "TP": 2417, + "n_pred": 10869, + "n_ref": 2738 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9340354648038689, + "FN": 1044, + "FP": 2025, + "IoU": 0.8762350284308585, + "TN": 500899, + "TP": 21728, + "n_pred": 23753, + "n_ref": 22772 + }, + "7": { + "Dice": 0.9640577654567726, + "FN": 1137, + "FP": 1093, + "IoU": 0.9306095777452781, + "TN": 493559, + "TP": 29907, + "n_pred": 31000, + "n_ref": 31044 + }, + "8": { + "Dice": 0.9592222522279233, + "FN": 428, + "FP": 931, + "IoU": 0.9216398546964193, + "TN": 508353, + "TP": 15984, + "n_pred": 16915, + "n_ref": 16412 + }, + "9": { + "Dice": 0.920559986977047, + "FN": 521, + "FP": 455, + "IoU": 0.8528125471271302, + "TN": 519065, + "TP": 5655, + "n_pred": 6110, + "n_ref": 6176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8735701149125439, + "FN": 5232, + "FP": 4461, + "IoU": 0.7755210745715609, + "TN": 832980, + "TP": 33487, + "n_pred": 37948, + "n_ref": 38719 + }, + "11": { + "Dice": 0.8617752129705963, + "FN": 317, + "FP": 186, + "IoU": 0.7571221632061806, + "TN": 874089, + "TP": 1568, + "n_pred": 1754, + "n_ref": 1885 + }, + "12": { + "Dice": 0.773747116795974, + "FN": 901, + "FP": 178, + "IoU": 0.6309849521203831, + "TN": 873236, + "TP": 1845, + "n_pred": 2023, + "n_ref": 2746 + }, + "13": { + "Dice": 0.8764678793460742, + "FN": 2127, + "FP": 2165, + "IoU": 0.7801004201250128, + "TN": 856642, + "TP": 15226, + "n_pred": 17391, + "n_ref": 17353 + }, + "14": { + "Dice": 0.6709885579422221, + "FN": 3709, + "FP": 7304, + "IoU": 0.5048779391269164, + "TN": 853917, + "TP": 11230, + "n_pred": 18534, + "n_ref": 14939 + }, + "15": { + "Dice": 0.8833321820819231, + "FN": 1263, + "FP": 426, + "IoU": 0.7910429296053445, + "TN": 868077, + "TP": 6394, + "n_pred": 6820, + "n_ref": 7657 + }, + "2": { + "Dice": 0.8643384822028207, + "FN": 29, + "FP": 375, + "IoU": 0.7610881135422827, + "TN": 874469, + "TP": 1287, + "n_pred": 1662, + "n_ref": 1316 + }, + "3": { + "Dice": 0.978087425553433, + "FN": 137, + "FP": 58, + "IoU": 0.9571145810424456, + "TN": 871613, + "TP": 4352, + "n_pred": 4410, + "n_ref": 4489 + }, + "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": 0.9659503350946199, + "FN": 2101, + "FP": 1933, + "IoU": 0.9341430763705227, + "TN": 814906, + "TP": 57220, + "n_pred": 59153, + "n_ref": 59321 + }, + "7": { + "Dice": 0.9290975541186393, + "FN": 1587, + "FP": 2196, + "IoU": 0.8675837446182926, + "TN": 847591, + "TP": 24786, + "n_pred": 26982, + "n_ref": 26373 + }, + "8": { + "Dice": 0.7745483110761979, + "FN": 263, + "FP": 24, + "IoU": 0.632051282051282, + "TN": 875380, + "TP": 493, + "n_pred": 517, + "n_ref": 756 + }, + "9": { + "Dice": 0.9044699939488016, + "FN": 3478, + "FP": 3784, + "IoU": 0.8256003842459174, + "TN": 834520, + "TP": 34378, + "n_pred": 38162, + "n_ref": 37856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6385865088858397, + "FN": 1357.0044444444443, + "FP": 1232.8511111111113, + "IoU": 0.5604651560115478, + "TN": 682549.7777777778, + "TP": 9947.300000000001, + "n_pred": 11180.151111111109, + "n_ref": 11304.304444444444 + }, + "mean": { + "1": { + "Dice": 0.8167304218056681, + "FN": 722.1666666666666, + "FP": 1816.1333333333334, + "IoU": 0.7745222512737749, + "TN": 677348.5333333333, + "TP": 15200.1, + "n_pred": 17016.233333333334, + "n_ref": 15922.266666666666 + }, + "10": { + "Dice": 0.547456605131898, + "FN": 2079.1666666666665, + "FP": 844.9666666666667, + "IoU": 0.4523233211026918, + "TN": 687241.7333333333, + "TP": 4921.066666666667, + "n_pred": 5766.033333333334, + "n_ref": 7000.233333333334 + }, + "11": { + "Dice": 0.6515713013642799, + "FN": 155.7, + "FP": 171.6, + "IoU": 0.5389753496447783, + "TN": 694376.5666666667, + "TP": 383.06666666666666, + "n_pred": 554.6666666666666, + "n_ref": 538.7666666666667 + }, + "12": { + "Dice": 0.41572818460190675, + "FN": 371.93333333333334, + "FP": 157.76666666666668, + "IoU": 0.3293820295006438, + "TN": 693873.7666666667, + "TP": 683.4666666666667, + "n_pred": 841.2333333333333, + "n_ref": 1055.4 + }, + "13": { + "Dice": 0.39277544081723204, + "FN": 2712.8333333333335, + "FP": 1536.8333333333333, + "IoU": 0.27647947882709834, + "TN": 688416.1666666666, + "TP": 2421.1, + "n_pred": 3957.9333333333334, + "n_ref": 5133.933333333333 + }, + "14": { + "Dice": 0.6409668263533983, + "FN": 3317.233333333333, + "FP": 2048.4, + "IoU": 0.5541124072341219, + "TN": 680242.4, + "TP": 9478.9, + "n_pred": 11527.3, + "n_ref": 12796.133333333333 + }, + "15": { + "Dice": 0.46949306304149324, + "FN": 2228.0333333333333, + "FP": 719.6333333333333, + "IoU": 0.39141982368221945, + "TN": 687635.9333333333, + "TP": 4503.333333333333, + "n_pred": 5222.966666666666, + "n_ref": 6731.366666666667 + }, + "2": { + "Dice": 0.7177445331990272, + "FN": 440.56666666666666, + "FP": 1138.7333333333333, + "IoU": 0.6886941989805186, + "TN": 680056.0, + "TP": 13451.633333333333, + "n_pred": 14590.366666666667, + "n_ref": 13892.2 + }, + "3": { + "Dice": 0.8624013656734141, + "FN": 801.7, + "FP": 591.5, + "IoU": 0.7981804759070756, + "TN": 683040.0, + "TP": 10653.733333333334, + "n_pred": 11245.233333333334, + "n_ref": 11455.433333333332 + }, + "4": { + "Dice": 0.6250185980114943, + "FN": 366.8333333333333, + "FP": 1370.6, + "IoU": 0.5423059150281719, + "TN": 689279.4666666667, + "TP": 4070.0333333333333, + "n_pred": 5440.633333333333, + "n_ref": 4436.866666666667 + }, + "5": { + "Dice": 0.4766838175728238, + "FN": 989.6666666666666, + "FP": 180.26666666666668, + "IoU": 0.36959893134817623, + "TN": 692873.7, + "TP": 1043.3, + "n_pred": 1223.5666666666666, + "n_ref": 2032.9666666666667 + }, + "6": { + "Dice": 0.8399116734805337, + "FN": 2804.3333333333335, + "FP": 3710.1666666666665, + "IoU": 0.7852070120587379, + "TN": 641412.8, + "TP": 47159.63333333333, + "n_pred": 50869.8, + "n_ref": 49963.96666666667 + }, + "7": { + "Dice": 0.6126287849156609, + "FN": 1541.5, + "FP": 2463.5333333333333, + "IoU": 0.5430079774889424, + "TN": 673683.8333333334, + "TP": 17398.066666666666, + "n_pred": 19861.6, + "n_ref": 18939.566666666666 + }, + "8": { + "Dice": 0.8731946026676435, + "FN": 1097.6, + "FP": 708.4666666666667, + "IoU": 0.8201897485359452, + "TN": 680208.2333333333, + "TP": 13072.633333333333, + "n_pred": 13781.1, + "n_ref": 14170.233333333334 + }, + "9": { + "Dice": 0.6364924146511199, + "FN": 725.8, + "FP": 1034.1666666666667, + "IoU": 0.5425784195603203, + "TN": 688557.5333333333, + "TP": 4769.433333333333, + "n_pred": 5803.6, + "n_ref": 5495.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9263125575683144, + "FN": 736, + "FP": 224, + "IoU": 0.8627394909922791, + "TN": 693934, + "TP": 6034, + "n_pred": 6258, + "n_ref": 6770 + }, + "10": { + "Dice": 0.7208735335180979, + "FN": 11355, + "FP": 2040, + "IoU": 0.5635670533037925, + "TN": 670236, + "TP": 17297, + "n_pred": 19337, + "n_ref": 28652 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6096926215094605, + "FN": 4514, + "FP": 1035, + "IoU": 0.43853081048264697, + "TN": 691045, + "TP": 4334, + "n_pred": 5369, + "n_ref": 8848 + }, + "13": { + "Dice": 0.569882000374602, + "FN": 8905, + "FP": 14059, + "IoU": 0.3984859994237368, + "TN": 662751, + "TP": 15213, + "n_pred": 29272, + "n_ref": 24118 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9325063647689724, + "FN": 997, + "FP": 3987, + "IoU": 0.8735474704419749, + "TN": 661514, + "TP": 34430, + "n_pred": 38417, + "n_ref": 35427 + }, + "3": { + "Dice": 0.8880036770338594, + "FN": 3819, + "FP": 567, + "IoU": 0.7985670983742078, + "TN": 679154, + "TP": 17388, + "n_pred": 17955, + "n_ref": 21207 + }, + "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": 0.9540318348784328, + "FN": 691, + "FP": 1937, + "IoU": 0.9121040837486204, + "TN": 671029, + "TP": 27271, + "n_pred": 29208, + "n_ref": 27962 + }, + "7": { + "Dice": 0.6082365364308342, + "FN": 958, + "FP": 4236, + "IoU": 0.4370257966616085, + "TN": 691702, + "TP": 4032, + "n_pred": 8268, + "n_ref": 4990 + }, + "8": { + "Dice": 0.9548330596606459, + "FN": 730, + "FP": 1333, + "IoU": 0.9135699023838452, + "TN": 677059, + "TP": 21806, + "n_pred": 23139, + "n_ref": 22536 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740844557330932, + "FN": 904, + "FP": 1657, + "IoU": 0.9494782111222899, + "TN": 475005, + "TP": 48130, + "n_pred": 49787, + "n_ref": 49034 + }, + "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": 3, + "FP": 181, + "IoU": 0.0, + "TN": 525512, + "TP": 0, + "n_pred": 181, + "n_ref": 3 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9229489714824329, + "FN": 2525, + "FP": 1644, + "IoU": 0.8569222321367287, + "TN": 496558, + "TP": 24969, + "n_pred": 26613, + "n_ref": 27494 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689660326594671, + "FN": 1245, + "FP": 2077, + "IoU": 0.9398003008172807, + "TN": 470513, + "TP": 51861, + "n_pred": 53938, + "n_ref": 53106 + }, + "7": { + "Dice": 0.9108419879972688, + "FN": 1651, + "FP": 830, + "IoU": 0.8362808499406097, + "TN": 510542, + "TP": 12673, + "n_pred": 13503, + "n_ref": 14324 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0017.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": 0.8987445251094978, + "FN": 6596, + "FP": 20406, + "IoU": 0.8161090188440243, + "TN": 554091, + "TP": 119835, + "n_pred": 140241, + "n_ref": 126431 + }, + "15": { + "Dice": 0.2857142857142857, + "FN": 10, + "FP": 0, + "IoU": 0.16666666666666666, + "TN": 700916, + "TP": 2, + "n_pred": 2, + "n_ref": 12 + }, + "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": 0.5017421602787456, + "FN": 1243, + "FP": 473, + "IoU": 0.33488372093023255, + "TN": 698348, + "TP": 864, + "n_pred": 1337, + "n_ref": 2107 + }, + "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": 0.9490460995315364, + "FN": 688, + "FP": 2314, + "IoU": 0.903033043702962, + "TN": 669969, + "TP": 27957, + "n_pred": 30271, + "n_ref": 28645 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 0.7391576052993376, + "FN": 2663, + "FP": 1511, + "IoU": 0.5862410785091198, + "TN": 690840, + "TP": 5914, + "n_pred": 7425, + "n_ref": 8577 + }, + "6": { + "Dice": 0.9511963071285106, + "FN": 706, + "FP": 679, + "IoU": 0.9069345518075528, + "TN": 686046, + "TP": 13497, + "n_pred": 14176, + "n_ref": 14203 + }, + "7": { + "Dice": 0.0, + "FN": 188, + "FP": 44, + "IoU": 0.0, + "TN": 700696, + "TP": 0, + "n_pred": 44, + "n_ref": 188 + }, + "8": { + "Dice": 0.9148266929813741, + "FN": 740, + "FP": 4784, + "IoU": 0.8430235862460926, + "TN": 665738, + "TP": 29666, + "n_pred": 34450, + "n_ref": 30406 + }, + "9": { + "Dice": 0.6410835214446953, + "FN": 23, + "FP": 136, + "IoU": 0.4717607973421927, + "TN": 700627, + "TP": 142, + "n_pred": 278, + "n_ref": 165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 22, + "FP": 6386, + "IoU": 0.0, + "TN": 519288, + "TP": 0, + "n_pred": 6386, + "n_ref": 22 + }, + "7": { + "Dice": 0.9500849305174743, + "FN": 1809, + "FP": 5655, + "IoU": 0.9049159861909069, + "TN": 447197, + "TP": 71035, + "n_pred": 76690, + "n_ref": 72844 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "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": 0.21178703491606402, + "FN": 23910, + "FP": 177, + "IoU": 0.11843501811660506, + "TN": 498373, + "TP": 3236, + "n_pred": 3413, + "n_ref": 27146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9096005606166784, + "FN": 58, + "FP": 71, + "IoU": 0.8341902313624678, + "TN": 524918, + "TP": 649, + "n_pred": 720, + "n_ref": 707 + }, + "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": 19807, + "IoU": 0.0, + "TN": 505889, + "TP": 0, + "n_pred": 19807, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9316467095015576, + "FN": 1184, + "FP": 10050, + "IoU": 0.8720399120658823, + "TN": 437903, + "TP": 76559, + "n_pred": 86609, + "n_ref": 77743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 525203, + "TP": 0, + "n_pred": 493, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.671785186401708, + "FN": 3082, + "FP": 4912, + "IoU": 0.5057805255023184, + "TN": 684753, + "TP": 8181, + "n_pred": 13093, + "n_ref": 11263 + }, + "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": 0.5504057213588227, + "FN": 5959, + "FP": 3848, + "IoU": 0.379696394686907, + "TN": 685118, + "TP": 6003, + "n_pred": 9851, + "n_ref": 11962 + }, + "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": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.9468089439172402, + "FN": 1514, + "FP": 3710, + "IoU": 0.8989906802273869, + "TN": 649210, + "TP": 46494, + "n_pred": 50204, + "n_ref": 48008 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8959846708230853, + "FN": 4503, + "FP": 2771, + "IoU": 0.8115690490376396, + "TN": 662325, + "TP": 31329, + "n_pred": 34100, + "n_ref": 35832 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9218751831233519, + "FN": 5159, + "FP": 8173, + "IoU": 0.8550727788588014, + "TN": 608937, + "TP": 78659, + "n_pred": 86832, + "n_ref": 83818 + }, + "7": { + "Dice": 0.8145799011532125, + "FN": 804, + "FP": 3698, + "IoU": 0.687165589604614, + "TN": 686537, + "TP": 9889, + "n_pred": 13587, + "n_ref": 10693 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5352112676056338, + "FN": 13, + "FP": 20, + "IoU": 0.36538461538461536, + "TN": 700876, + "TP": 19, + "n_pred": 39, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.2853907134767837, + "FN": 631, + "FP": 0, + "IoU": 0.166446499339498, + "TN": 524939, + "TP": 126, + "n_pred": 126, + "n_ref": 757 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7593509820666098, + "FN": 366, + "FP": 2452, + "IoU": 0.6120594713656388, + "TN": 518432, + "TP": 4446, + "n_pred": 6898, + "n_ref": 4812 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8218796163368912, + "FN": 41848, + "FP": 957, + "IoU": 0.6976193840067816, + "TN": 384136, + "TP": 98755, + "n_pred": 99712, + "n_ref": 140603 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4045, + "IoU": 0.0, + "TN": 521651, + "TP": 0, + "n_pred": 4045, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829460269865068, + "FN": 273, + "FP": 637, + "IoU": 0.9664639764142252, + "TN": 498561, + "TP": 26225, + "n_pred": 26862, + "n_ref": 26498 + }, + "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": 0.5156110615521855, + "FN": 529, + "FP": 14, + "IoU": 0.3473557692307692, + "TN": 524864, + "TP": 289, + "n_pred": 303, + "n_ref": 818 + }, + "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": 0.9738648996229047, + "FN": 781, + "FP": 1617, + "IoU": 0.9490610927011641, + "TN": 478620, + "TP": 44678, + "n_pred": 46295, + "n_ref": 45459 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8909525560867966, + "FN": 767, + "FP": 419, + "IoU": 0.8033493616315702, + "TN": 519665, + "TP": 4845, + "n_pred": 5264, + "n_ref": 5612 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7062053816584294, + "FN": 451, + "FP": 84, + "IoU": 0.5458404074702886, + "TN": 524518, + "TP": 643, + "n_pred": 727, + "n_ref": 1094 + }, + "8": { + "Dice": 0.9823604834995208, + "FN": 802, + "FP": 615, + "IoU": 0.9653324851984146, + "TN": 484822, + "TP": 39457, + "n_pred": 40072, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594933556294807, + "FN": 737, + "FP": 1540, + "IoU": 0.922140536843905, + "TN": 1022147, + "TP": 26968, + "n_pred": 28508, + "n_ref": 27705 + }, + "10": { + "Dice": 0.8294949659642115, + "FN": 8617, + "FP": 3932, + "IoU": 0.7086641593536704, + "TN": 1008318, + "TP": 30525, + "n_pred": 34457, + "n_ref": 39142 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7125323724805765, + "FN": 1710, + "FP": 843, + "IoU": 0.5534371173692496, + "TN": 1045675, + "TP": 3164, + "n_pred": 4007, + "n_ref": 4874 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6066, + "IoU": 0.0, + "TN": 1045326, + "TP": 0, + "n_pred": 6066, + "n_ref": 0 + }, + "14": { + "Dice": 0.8535300316122234, + "FN": 276, + "FP": 419, + "IoU": 0.7444852941176471, + "TN": 1048672, + "TP": 2025, + "n_pred": 2444, + "n_ref": 2301 + }, + "15": { + "Dice": 0.8690758386838511, + "FN": 15676, + "FP": 1004, + "IoU": 0.7684651795505337, + "TN": 979351, + "TP": 55361, + "n_pred": 56365, + "n_ref": 71037 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 1051242, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "3": { + "Dice": 0.977559801971036, + "FN": 1300, + "FP": 1610, + "IoU": 0.9561046248529279, + "TN": 985098, + "TP": 63384, + "n_pred": 64994, + "n_ref": 64684 + }, + "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": 244, + "IoU": 0.0, + "TN": 1051148, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "6": { + "Dice": 0.9566854248179211, + "FN": 602, + "FP": 3793, + "IoU": 0.9169673726171809, + "TN": 998461, + "TP": 48536, + "n_pred": 52329, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8785438456911105, + "FN": 3159, + "FP": 3100, + "IoU": 0.7833956256921373, + "TN": 1022496, + "TP": 22637, + "n_pred": 25737, + "n_ref": 25796 + }, + "8": { + "Dice": 0.9660623640319072, + "FN": 124, + "FP": 812, + "IoU": 0.9343526441296115, + "TN": 1037134, + "TP": 13322, + "n_pred": 14134, + "n_ref": 13446 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.1095890410958904, + "FN": 1950, + "FP": 0, + "IoU": 0.057971014492753624, + "TN": 698858, + "TP": 120, + "n_pred": 120, + "n_ref": 2070 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2363, + "IoU": 0.0, + "TN": 698565, + "TP": 0, + "n_pred": 2363, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 900, + "FP": 546, + "IoU": 0.0, + "TN": 699482, + "TP": 0, + "n_pred": 546, + "n_ref": 900 + }, + "13": { + "Dice": 0.5956136975759908, + "FN": 6288, + "FP": 1069, + "IoU": 0.4241095890410959, + "TN": 688153, + "TP": 5418, + "n_pred": 6487, + "n_ref": 11706 + }, + "14": { + "Dice": 0.6753911806543386, + "FN": 6024, + "FP": 13373, + "IoU": 0.5098797250859106, + "TN": 661352, + "TP": 20179, + "n_pred": 33552, + "n_ref": 26203 + }, + "15": { + "Dice": 0.04159021406727829, + "FN": 18903, + "FP": 3035, + "IoU": 0.021236727045596503, + "TN": 678514, + "TP": 476, + "n_pred": 3511, + "n_ref": 19379 + }, + "2": { + "Dice": 0.944233507356431, + "FN": 360, + "FP": 110, + "IoU": 0.8943582827601708, + "TN": 696479, + "TP": 3979, + "n_pred": 4089, + "n_ref": 4339 + }, + "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": 0.9487335333747065, + "FN": 3409, + "FP": 4604, + "IoU": 0.9024672273817204, + "TN": 618771, + "TP": 74144, + "n_pred": 78748, + "n_ref": 77553 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1661, + "IoU": 0.0, + "TN": 699267, + "TP": 0, + "n_pred": 1661, + "n_ref": 0 + }, + "8": { + "Dice": 0.8571428571428571, + "FN": 2, + "FP": 0, + "IoU": 0.75, + "TN": 700920, + "TP": 6, + "n_pred": 6, + "n_ref": 8 + }, + "9": { + "Dice": 0.8010004125412541, + "FN": 905, + "FP": 6813, + "IoU": 0.6680572878585868, + "TN": 677677, + "TP": 15533, + "n_pred": 22346, + "n_ref": 16438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8190063488864254, + "FN": 3288, + "FP": 304, + "IoU": 0.6934892055636146, + "TN": 864441, + "TP": 8127, + "n_pred": 8431, + "n_ref": 11415 + }, + "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": 0.6415319720780918, + "FN": 5516, + "FP": 4087, + "IoU": 0.4722466476148604, + "TN": 857964, + "TP": 8593, + "n_pred": 12680, + "n_ref": 14109 + }, + "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": 0.9755523192761751, + "FN": 178, + "FP": 1400, + "IoU": 0.952271489928014, + "TN": 843098, + "TP": 31484, + "n_pred": 32884, + "n_ref": 31662 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9105752800455668, + "FN": 198, + "FP": 1215, + "IoU": 0.8358313001045661, + "TN": 867553, + "TP": 7194, + "n_pred": 8409, + "n_ref": 7392 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 36, + "IoU": 0.0, + "TN": 875862, + "TP": 0, + "n_pred": 36, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9056, + "IoU": 0.0, + "TN": 867104, + "TP": 0, + "n_pred": 9056, + "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": 0.9029599535693558, + "FN": 1723, + "FP": 1621, + "IoU": 0.8230875039678341, + "TN": 857258, + "TP": 15558, + "n_pred": 17179, + "n_ref": 17281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.6541049798115747, + "FN": 257, + "FP": 0, + "IoU": 0.486, + "TN": 875660, + "TP": 243, + "n_pred": 243, + "n_ref": 500 + }, + "11": { + "Dice": 0.6768333707109218, + "FN": 2264, + "FP": 618, + "IoU": 0.5115254237288136, + "TN": 870260, + "TP": 3018, + "n_pred": 3636, + "n_ref": 5282 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 38, + "IoU": 0.0, + "TN": 876082, + "TP": 0, + "n_pred": 38, + "n_ref": 40 + }, + "13": { + "Dice": 0.3924993578217313, + "FN": 6437, + "FP": 658, + "IoU": 0.2441674656439757, + "TN": 866773, + "TP": 2292, + "n_pred": 2950, + "n_ref": 8729 + }, + "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": 0.9441446017736576, + "FN": 3989, + "FP": 3928, + "IoU": 0.8941987732029026, + "TN": 801331, + "TP": 66912, + "n_pred": 70840, + "n_ref": 70901 + }, + "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": 1498, + "IoU": 0.0, + "TN": 874662, + "TP": 0, + "n_pred": 1498, + "n_ref": 0 + }, + "5": { + "Dice": 0.2390481341265549, + "FN": 5407, + "FP": 221, + "IoU": 0.13574938574938575, + "TN": 869648, + "TP": 884, + "n_pred": 1105, + "n_ref": 6291 + }, + "6": { + "Dice": 0.955632949727438, + "FN": 5921, + "FP": 3455, + "IoU": 0.9150355226910251, + "TN": 765808, + "TP": 100976, + "n_pred": 104431, + "n_ref": 106897 + }, + "7": { + "Dice": 0.04697380307136405, + "FN": 71, + "FP": 4149, + "IoU": 0.024051803885291396, + "TN": 871836, + "TP": 104, + "n_pred": 4253, + "n_ref": 175 + }, + "8": { + "Dice": 0.9586647096972386, + "FN": 333, + "FP": 878, + "IoU": 0.9206109872820244, + "TN": 860906, + "TP": 14043, + "n_pred": 14921, + "n_ref": 14376 + }, + "9": { + "Dice": 0.8607562595809913, + "FN": 2580, + "FP": 10500, + "IoU": 0.7555505718771025, + "TN": 822652, + "TP": 40428, + "n_pred": 50928, + "n_ref": 43008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 66904, + "FP": 11, + "IoU": 0.0, + "TN": 634013, + "TP": 0, + "n_pred": 11, + "n_ref": 66904 + }, + "15": { + "Dice": 0.2609080841638981, + "FN": 12798, + "FP": 3887, + "IoU": 0.1500254712175242, + "TN": 681298, + "TP": 2945, + "n_pred": 6832, + "n_ref": 15743 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0192.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": 0.8003735699276209, + "FN": 1052, + "FP": 658, + "IoU": 0.6671856753600622, + "TN": 520558, + "TP": 3428, + "n_pred": 4086, + "n_ref": 4480 + }, + "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": 0.9279847182425979, + "FN": 246, + "FP": 2770, + "IoU": 0.8656450463292944, + "TN": 503248, + "TP": 19432, + "n_pred": 22202, + "n_ref": 19678 + }, + "15": { + "Dice": 0.814272917288743, + "FN": 10772, + "FP": 1668, + "IoU": 0.6867287836816923, + "TN": 485986, + "TP": 27270, + "n_pred": 28938, + "n_ref": 38042 + }, + "2": { + "Dice": 0.9706130879729603, + "FN": 59, + "FP": 254, + "IoU": 0.9429040496169281, + "TN": 520214, + "TP": 5169, + "n_pred": 5423, + "n_ref": 5228 + }, + "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": 0.3599490091551744, + "FN": 5499, + "FP": 24, + "IoU": 0.2194742792538157, + "TN": 518620, + "TP": 1553, + "n_pred": 1577, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9544376845307327, + "FN": 1245, + "FP": 2829, + "IoU": 0.9128462937212536, + "TN": 478951, + "TP": 42671, + "n_pred": 45500, + "n_ref": 43916 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9650215951626836, + "FN": 2115, + "FP": 922, + "IoU": 0.932407469230598, + "TN": 480765, + "TP": 41894, + "n_pred": 42816, + "n_ref": 44009 + }, + "9": { + "Dice": 0.9231057623814344, + "FN": 834, + "FP": 1217, + "IoU": 0.8571925915610639, + "TN": 511334, + "TP": 12311, + "n_pred": 13528, + "n_ref": 13145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33349, + "IoU": 0.0, + "TN": 842811, + "TP": 0, + "n_pred": 33349, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "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": 3084, + "IoU": 0.0, + "TN": 873076, + "TP": 0, + "n_pred": 3084, + "n_ref": 0 + }, + "3": { + "Dice": 0.9393500888550393, + "FN": 1326, + "FP": 3452, + "IoU": 0.8856363244692309, + "TN": 834381, + "TP": 37001, + "n_pred": 40453, + "n_ref": 38327 + }, + "4": { + "Dice": 0.9166894889631374, + "FN": 1360, + "FP": 1682, + "IoU": 0.8461927394074223, + "TN": 856382, + "TP": 16736, + "n_pred": 18418, + "n_ref": 18096 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.945602499728472, + "FN": 2301, + "FP": 4210, + "IoU": 0.8968178504643276, + "TN": 813058, + "TP": 56591, + "n_pred": 60801, + "n_ref": 58892 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 65, + "IoU": 0.0, + "TN": 876090, + "TP": 0, + "n_pred": 65, + "n_ref": 5 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159919028340081, + "FN": 109, + "FP": 57, + "IoU": 0.8450046685340803, + "TN": 699857, + "TP": 905, + "n_pred": 962, + "n_ref": 1014 + }, + "10": { + "Dice": 0.9324096611121513, + "FN": 602, + "FP": 120, + "IoU": 0.8733777621887057, + "TN": 695226, + "TP": 4980, + "n_pred": 5100, + "n_ref": 5582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8612652608213096, + "FN": 1063, + "FP": 312, + "IoU": 0.7563352826510721, + "TN": 695285, + "TP": 4268, + "n_pred": 4580, + "n_ref": 5331 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.311804370785604, + "FN": 7572, + "FP": 9370, + "IoU": 0.1846968238691049, + "TN": 680148, + "TP": 3838, + "n_pred": 13208, + "n_ref": 11410 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 700839, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "2": { + "Dice": 0.9702682964329643, + "FN": 548, + "FP": 2546, + "IoU": 0.942253494839396, + "TN": 647349, + "TP": 50485, + "n_pred": 53031, + "n_ref": 51033 + }, + "3": { + "Dice": 0.9477192840693305, + "FN": 260, + "FP": 2328, + "IoU": 0.9006335189095795, + "TN": 674883, + "TP": 23457, + "n_pred": 25785, + "n_ref": 23717 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7188504001401951, + "FN": 4365, + "FP": 448, + "IoU": 0.5610979390844428, + "TN": 689962, + "TP": 6153, + "n_pred": 6601, + "n_ref": 10518 + }, + "6": { + "Dice": 0.6339942080641569, + "FN": 50, + "FP": 3236, + "IoU": 0.46412263535551207, + "TN": 694796, + "TP": 2846, + "n_pred": 6082, + "n_ref": 2896 + }, + "7": { + "Dice": 0.8835246009761245, + "FN": 371, + "FP": 2278, + "IoU": 0.791351606805293, + "TN": 688232, + "TP": 10047, + "n_pred": 12325, + "n_ref": 10418 + }, + "8": { + "Dice": 0.9540861347527825, + "FN": 2753, + "FP": 473, + "IoU": 0.9122033529283693, + "TN": 664184, + "TP": 33518, + "n_pred": 33991, + "n_ref": 36271 + }, + "9": { + "Dice": 0.5616766467065868, + "FN": 6536, + "FP": 52, + "IoU": 0.39050791007493757, + "TN": 690119, + "TP": 4221, + "n_pred": 4273, + "n_ref": 10757 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9179685068774507, + "FN": 1673, + "FP": 8871, + "IoU": 0.8483750359505321, + "TN": 806620, + "TP": 58996, + "n_pred": 67867, + "n_ref": 60669 + }, + "10": { + "Dice": 0.2610621696451045, + "FN": 12897, + "FP": 1782, + "IoU": 0.15012737378415933, + "TN": 858888, + "TP": 2593, + "n_pred": 4375, + "n_ref": 15490 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7276608722171394, + "FN": 636, + "FP": 257, + "IoU": 0.5719079578139981, + "TN": 874074, + "TP": 1193, + "n_pred": 1450, + "n_ref": 1829 + }, + "13": { + "Dice": 0.34054834054834054, + "FN": 1200, + "FP": 3827, + "IoU": 0.20521739130434782, + "TN": 869835, + "TP": 1298, + "n_pred": 5125, + "n_ref": 2498 + }, + "14": { + "Dice": 0.9281172898083128, + "FN": 2915, + "FP": 3145, + "IoU": 0.8658757912443008, + "TN": 830978, + "TP": 39122, + "n_pred": 42267, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7925702345019735, + "FN": 1758, + "FP": 2709, + "IoU": 0.6564110453042074, + "TN": 863159, + "TP": 8534, + "n_pred": 11243, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9055496264674493, + "FN": 825, + "FP": 591, + "IoU": 0.8274012676743052, + "TN": 867956, + "TP": 6788, + "n_pred": 7379, + "n_ref": 7613 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49284928492849284, + "FN": 5291, + "FP": 241, + "IoU": 0.327007299270073, + "TN": 867940, + "TP": 2688, + "n_pred": 2929, + "n_ref": 7979 + }, + "6": { + "Dice": 0.8895951790834427, + "FN": 368, + "FP": 10991, + "IoU": 0.8011449178950317, + "TN": 819038, + "TP": 45763, + "n_pred": 56754, + "n_ref": 46131 + }, + "7": { + "Dice": 0.7813066500066572, + "FN": 7158, + "FP": 14195, + "IoU": 0.6411019228183408, + "TN": 816664, + "TP": 38143, + "n_pred": 52338, + "n_ref": 45301 + }, + "8": { + "Dice": 0.6934821940779312, + "FN": 12841, + "FP": 1051, + "IoU": 0.5307866382949978, + "TN": 846553, + "TP": 15715, + "n_pred": 16766, + "n_ref": 28556 + }, + "9": { + "Dice": 0.021192528735632182, + "FN": 233, + "FP": 5217, + "IoU": 0.010709747685605373, + "TN": 870651, + "TP": 59, + "n_pred": 5276, + "n_ref": 292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9430875374807138, + "FN": 632, + "FP": 1323, + "IoU": 0.8923043023191759, + "TN": 682775, + "TP": 16198, + "n_pred": 17521, + "n_ref": 16830 + }, + "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": 0.7745834096319355, + "FN": 950, + "FP": 281, + "IoU": 0.632098027495517, + "TN": 697582, + "TP": 2115, + "n_pred": 2396, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7317098392016959, + "FN": 1093, + "FP": 9285, + "IoU": 0.5769262128006523, + "TN": 676398, + "TP": 14152, + "n_pred": 23437, + "n_ref": 15245 + }, + "15": { + "Dice": 0.8596204421067596, + "FN": 3280, + "FP": 2645, + "IoU": 0.7538020443779606, + "TN": 676862, + "TP": 18141, + "n_pred": 20786, + "n_ref": 21421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.972010848100266, + "FN": 432, + "FP": 631, + "IoU": 0.9455458224476205, + "TN": 681407, + "TP": 18458, + "n_pred": 19089, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8147575816109716, + "FN": 538, + "FP": 421, + "IoU": 0.6874185136897001, + "TN": 697860, + "TP": 2109, + "n_pred": 2530, + "n_ref": 2647 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.952546591779423, + "FN": 993, + "FP": 1981, + "IoU": 0.909392803826585, + "TN": 668105, + "TP": 29849, + "n_pred": 31830, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9306882433222851, + "FN": 6329, + "FP": 781, + "IoU": 0.8703619290728416, + "TN": 646083, + "TP": 47735, + "n_pred": 48516, + "n_ref": 54064 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 700273, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8359734287174246, + "FN": 236, + "FP": 85, + "IoU": 0.7181738366988587, + "TN": 699789, + "TP": 818, + "n_pred": 903, + "n_ref": 1054 + }, + "10": { + "Dice": 0.780952380952381, + "FN": 2872, + "FP": 463, + "IoU": 0.640625, + "TN": 691648, + "TP": 5945, + "n_pred": 6408, + "n_ref": 8817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.31875, + "FN": 44, + "FP": 828, + "IoU": 0.1895910780669145, + "TN": 699852, + "TP": 204, + "n_pred": 1032, + "n_ref": 248 + }, + "13": { + "Dice": 0.2729866835764109, + "FN": 944, + "FP": 8228, + "IoU": 0.1580686616486139, + "TN": 690034, + "TP": 1722, + "n_pred": 9950, + "n_ref": 2666 + }, + "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": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "3": { + "Dice": 0.9456942746478069, + "FN": 3389, + "FP": 6117, + "IoU": 0.8969829641510252, + "TN": 608652, + "TP": 82770, + "n_pred": 88887, + "n_ref": 86159 + }, + "4": { + "Dice": 0.9585135050448079, + "FN": 708, + "FP": 616, + "IoU": 0.9203321499488537, + "TN": 684309, + "TP": 15295, + "n_pred": 15911, + "n_ref": 16003 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960548414738646, + "FN": 1923, + "FP": 379, + "IoU": 0.9240915386137308, + "TN": 670602, + "TP": 28024, + "n_pred": 28403, + "n_ref": 29947 + }, + "7": { + "Dice": 0.7813105336984837, + "FN": 6370, + "FP": 178, + "IoU": 0.6411071526445602, + "TN": 682683, + "TP": 11697, + "n_pred": 11875, + "n_ref": 18067 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5109489051094891, + "FN": 0, + "FP": 268, + "IoU": 0.3431372549019608, + "TN": 700520, + "TP": 140, + "n_pred": 408, + "n_ref": 140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9615519457753886, + "FN": 1189, + "FP": 1772, + "IoU": 0.9259509340535674, + "TN": 660941, + "TP": 37026, + "n_pred": 38798, + "n_ref": 38215 + }, + "10": { + "Dice": 0.7733390099103574, + "FN": 7822, + "FP": 1761, + "IoU": 0.6304423277158613, + "TN": 674997, + "TP": 16348, + "n_pred": 18109, + "n_ref": 24170 + }, + "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": 0.6940074906367041, + "FN": 5309, + "FP": 1227, + "IoU": 0.5314023515916261, + "TN": 686980, + "TP": 7412, + "n_pred": 8639, + "n_ref": 12721 + }, + "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": 0.8691197019096414, + "FN": 16, + "FP": 265, + "IoU": 0.7685337726523888, + "TN": 699714, + "TP": 933, + "n_pred": 1198, + "n_ref": 949 + }, + "4": { + "Dice": 0.5121951219512195, + "FN": 104, + "FP": 16, + "IoU": 0.3442622950819672, + "TN": 700745, + "TP": 63, + "n_pred": 79, + "n_ref": 167 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 700050, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "6": { + "Dice": 0.913990759623472, + "FN": 2664, + "FP": 4801, + "IoU": 0.8416049566084577, + "TN": 653799, + "TP": 39664, + "n_pred": 44465, + "n_ref": 42328 + }, + "7": { + "Dice": 0.8474482843099725, + "FN": 910, + "FP": 9053, + "IoU": 0.7352800510149856, + "TN": 663292, + "TP": 27673, + "n_pred": 36726, + "n_ref": 28583 + }, + "8": { + "Dice": 0.9339239737809608, + "FN": 3533, + "FP": 2344, + "IoU": 0.8760388103775575, + "TN": 653518, + "TP": 41533, + "n_pred": 43877, + "n_ref": 45066 + }, + "9": { + "Dice": 0.9027609223300971, + "FN": 1423, + "FP": 2423, + "IoU": 0.8227568090695424, + "TN": 679229, + "TP": 17853, + "n_pred": 20276, + "n_ref": 19276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.837723890099318, + "FN": 2413, + "FP": 3322, + "IoU": 0.7207615152400428, + "TN": 505158, + "TP": 14803, + "n_pred": 18125, + "n_ref": 17216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2030654735536458, + "FN": 8951, + "FP": 44, + "IoU": 0.11300660684350655, + "TN": 515555, + "TP": 1146, + "n_pred": 1190, + "n_ref": 10097 + }, + "14": { + "Dice": 0.7811378072355702, + "FN": 2933, + "FP": 237, + "IoU": 0.6408745893281976, + "TN": 516869, + "TP": 5657, + "n_pred": 5894, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8556477093206951, + "FN": 88, + "FP": 1374, + "IoU": 0.7477135461604831, + "TN": 519901, + "TP": 4333, + "n_pred": 5707, + "n_ref": 4421 + }, + "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": 0.9593715513736424, + "FN": 1805, + "FP": 993, + "IoU": 0.9219155527028159, + "TN": 489863, + "TP": 33035, + "n_pred": 34028, + "n_ref": 34840 + }, + "7": { + "Dice": 0.5892634882839981, + "FN": 3544, + "FP": 11636, + "IoU": 0.41769918293758873, + "TN": 499627, + "TP": 10889, + "n_pred": 22525, + "n_ref": 14433 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777515424941322, + "FN": 1034, + "FP": 549, + "IoU": 0.9564715263838095, + "TN": 664561, + "TP": 34784, + "n_pred": 35333, + "n_ref": 35818 + }, + "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": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "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": 10557, + "IoU": 0.0, + "TN": 690371, + "TP": 0, + "n_pred": 10557, + "n_ref": 0 + }, + "3": { + "Dice": 0.29222654778349866, + "FN": 11211, + "FP": 61, + "IoU": 0.17111552320023532, + "TN": 687329, + "TP": 2327, + "n_pred": 2388, + "n_ref": 13538 + }, + "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": 35, + "IoU": 0.0, + "TN": 700893, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "8": { + "Dice": 0.9245721073376167, + "FN": 990, + "FP": 407, + "IoU": 0.859724871975098, + "TN": 690969, + "TP": 8562, + "n_pred": 8969, + "n_ref": 9552 + }, + "9": { + "Dice": 0.9597634057125068, + "FN": 934, + "FP": 100, + "IoU": 0.9226395331437977, + "TN": 687562, + "TP": 12332, + "n_pred": 12432, + "n_ref": 13266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8641005498821681, + "FN": 326, + "FP": 193, + "IoU": 0.7607192254495159, + "TN": 873991, + "TP": 1650, + "n_pred": 1843, + "n_ref": 1976 + }, + "11": { + "Dice": 0.7645023407286791, + "FN": 795, + "FP": 362, + "IoU": 0.6187808896210873, + "TN": 873125, + "TP": 1878, + "n_pred": 2240, + "n_ref": 2673 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8679775961981427, + "FN": 3337, + "FP": 2108, + "IoU": 0.7667494859492803, + "TN": 852816, + "TP": 17899, + "n_pred": 20007, + "n_ref": 21236 + }, + "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": 0.9698071199763728, + "FN": 291, + "FP": 1038, + "IoU": 0.9413840250518237, + "TN": 853487, + "TP": 21344, + "n_pred": 22382, + "n_ref": 21635 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.721172318277264, + "FN": 940, + "FP": 5301, + "IoU": 0.5639323644494131, + "TN": 861848, + "TP": 8071, + "n_pred": 13372, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9787689410153241, + "FN": 2000, + "FP": 4448, + "IoU": 0.9584206555453098, + "TN": 721083, + "TP": 148629, + "n_pred": 153077, + "n_ref": 150629 + }, + "7": { + "Dice": 0.8422022712408586, + "FN": 4869, + "FP": 439, + "IoU": 0.7274174498022904, + "TN": 856687, + "TP": 14165, + "n_pred": 14604, + "n_ref": 19034 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0336.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": 224, + "FP": 391, + "IoU": 0.0, + "TN": 525081, + "TP": 0, + "n_pred": 391, + "n_ref": 224 + }, + "11": { + "Dice": 0.7841568829828409, + "FN": 537, + "FP": 1136, + "IoU": 0.6449490662139219, + "TN": 520984, + "TP": 3039, + "n_pred": 4175, + "n_ref": 3576 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.44150489606596804, + "FN": 3245, + "FP": 6, + "IoU": 0.28328924162257496, + "TN": 521160, + "TP": 1285, + "n_pred": 1291, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9761098234979497, + "FN": 237, + "FP": 299, + "IoU": 0.9533344941668118, + "TN": 514210, + "TP": 10950, + "n_pred": 11249, + "n_ref": 11187 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6603415559772297, + "FN": 172, + "FP": 7, + "IoU": 0.49291784702549574, + "TN": 525343, + "TP": 174, + "n_pred": 181, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613676314694792, + "FN": 2283, + "FP": 3475, + "IoU": 0.925609157386114, + "TN": 448294, + "TP": 71644, + "n_pred": 75119, + "n_ref": 73927 + }, + "7": { + "Dice": 0.9876653694207139, + "FN": 587, + "FP": 1508, + "IoU": 0.9756313175373091, + "TN": 439725, + "TP": 83876, + "n_pred": 85384, + "n_ref": 84463 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8987219676874849, + "FN": 1923, + "FP": 1437, + "IoU": 0.8160718195752135, + "TN": 507428, + "TP": 14908, + "n_pred": 16345, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "10": { + "Dice": 0.7137226800429953, + "FN": 1791, + "FP": 3003, + "IoU": 0.5548746518105849, + "TN": 514926, + "TP": 5976, + "n_pred": 8979, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.884370801612181, + "FN": 772, + "FP": 519, + "IoU": 0.7927103403982017, + "TN": 519468, + "TP": 4937, + "n_pred": 5456, + "n_ref": 5709 + }, + "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": 0.9693546448744141, + "FN": 207, + "FP": 48, + "IoU": 0.9405317164179104, + "TN": 521408, + "TP": 4033, + "n_pred": 4081, + "n_ref": 4240 + }, + "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": 0.6609869440141625, + "FN": 216, + "FP": 2848, + "IoU": 0.49363741530325567, + "TN": 519645, + "TP": 2987, + "n_pred": 5835, + "n_ref": 3203 + }, + "7": { + "Dice": 0.851253734730154, + "FN": 3919, + "FP": 14, + "IoU": 0.7410285112267071, + "TN": 510509, + "TP": 11254, + "n_pred": 11268, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9543429241453955, + "FN": 589, + "FP": 1942, + "IoU": 0.9126729462098472, + "TN": 496713, + "TP": 26452, + "n_pred": 28394, + "n_ref": 27041 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756568537176267, + "FN": 305, + "FP": 2418, + "IoU": 0.9524707196592833, + "TN": 818869, + "TP": 54568, + "n_pred": 56986, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8860544950517804, + "FN": 4819, + "FP": 3114, + "IoU": 0.795419965443433, + "TN": 837383, + "TP": 30844, + "n_pred": 33958, + "n_ref": 35663 + }, + "11": { + "Dice": 0.8835616438356164, + "FN": 23, + "FP": 11, + "IoU": 0.7914110429447853, + "TN": 875997, + "TP": 129, + "n_pred": 140, + "n_ref": 152 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.609981515711645, + "FN": 746, + "FP": 520, + "IoU": 0.43882978723404253, + "TN": 873904, + "TP": 990, + "n_pred": 1510, + "n_ref": 1736 + }, + "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": 0.966509608277901, + "FN": 3592, + "FP": 2208, + "IoU": 0.9351897376301792, + "TN": 786668, + "TP": 83692, + "n_pred": 85900, + "n_ref": 87284 + }, + "3": { + "Dice": 0.9752088028635821, + "FN": 485, + "FP": 450, + "IoU": 0.9516170763260026, + "TN": 856835, + "TP": 18390, + "n_pred": 18840, + "n_ref": 18875 + }, + "4": { + "Dice": 0.8674698795180723, + "FN": 129, + "FP": 4095, + "IoU": 0.7659574468085106, + "TN": 858112, + "TP": 13824, + "n_pred": 17919, + "n_ref": 13953 + }, + "5": { + "Dice": 0.8340171577769488, + "FN": 1358, + "FP": 422, + "IoU": 0.7152911068458093, + "TN": 869908, + "TP": 4472, + "n_pred": 4894, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9589564694273567, + "FN": 4911, + "FP": 6278, + "IoU": 0.9211492519432563, + "TN": 734259, + "TP": 130712, + "n_pred": 136990, + "n_ref": 135623 + }, + "7": { + "Dice": 0.9563465209530639, + "FN": 5445, + "FP": 3199, + "IoU": 0.9163448789787959, + "TN": 772831, + "TP": 94685, + "n_pred": 97884, + "n_ref": 100130 + }, + "8": { + "Dice": 0.9498525073746312, + "FN": 204, + "FP": 714, + "IoU": 0.9044943820224719, + "TN": 866548, + "TP": 8694, + "n_pred": 9408, + "n_ref": 8898 + }, + "9": { + "Dice": 0.8911798396334479, + "FN": 78, + "FP": 207, + "IoU": 0.8037190082644629, + "TN": 874708, + "TP": 1167, + "n_pred": 1374, + "n_ref": 1245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763613115932075, + "FN": 2875, + "FP": 1599, + "IoU": 0.9538143904201507, + "TN": 604058, + "TP": 92396, + "n_pred": 93995, + "n_ref": 95271 + }, + "10": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 700868, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "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": 0.9422153272375401, + "FN": 4958, + "FP": 2417, + "IoU": 0.8907439779562087, + "TN": 633426, + "TP": 60127, + "n_pred": 62544, + "n_ref": 65085 + }, + "15": { + "Dice": 0.8545170306504335, + "FN": 3556, + "FP": 2586, + "IoU": 0.7459884201819685, + "TN": 676748, + "TP": 18038, + "n_pred": 20624, + "n_ref": 21594 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5555555555555556, + "FN": 0, + "FP": 8, + "IoU": 0.38461538461538464, + "TN": 700915, + "TP": 5, + "n_pred": 13, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6055657390434928, + "FN": 2297, + "FP": 70, + "IoU": 0.43427342256214146, + "TN": 696744, + "TP": 1817, + "n_pred": 1887, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9544065984420346, + "FN": 878, + "FP": 316, + "IoU": 0.912789423709006, + "TN": 687237, + "TP": 12497, + "n_pred": 12813, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9554022988505747, + "FN": 155, + "FP": 1882, + "IoU": 0.914612676056338, + "TN": 677072, + "TP": 21819, + "n_pred": 23701, + "n_ref": 21974 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0371.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": 2591, + "IoU": 0.0, + "TN": 698337, + "TP": 0, + "n_pred": 2591, + "n_ref": 0 + }, + "2": { + "Dice": 0.9777582973171328, + "FN": 1394, + "FP": 788, + "IoU": 0.9564844544602437, + "TN": 650785, + "TP": 47961, + "n_pred": 48749, + "n_ref": 49355 + }, + "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": 0.9855777503895077, + "FN": 1548, + "FP": 1553, + "IoU": 0.9715655889526674, + "TN": 591870, + "TP": 105957, + "n_pred": 107510, + "n_ref": 107505 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9037769016776748, + "FN": 10962, + "FP": 314, + "IoU": 0.8244461397144681, + "TN": 636697, + "TP": 52955, + "n_pred": 53269, + "n_ref": 63917 + }, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9440345385261434, + "FN": 2029, + "FP": 14097, + "IoU": 0.8940013409231335, + "TN": 548794, + "TP": 136008, + "n_pred": 150105, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9729785925303438, + "FN": 2105, + "FP": 1014, + "IoU": 0.947379076476642, + "TN": 641655, + "TP": 56154, + "n_pred": 57168, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7735172413793103, + "FN": 4569, + "FP": 357, + "IoU": 0.6306792622582096, + "TN": 687590, + "TP": 8412, + "n_pred": 8769, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6275438150650605, + "FN": 2730.826666666666, + "FP": 1783.3799999999997, + "IoU": 0.5423919734998844, + "TN": 730243.8800000001, + "TP": 12898.446666666665, + "n_pred": 14681.82666666667, + "n_ref": 15629.273333333338 + }, + "mean": { + "1": { + "Dice": 0.6855963064326849, + "FN": 3300.9333333333334, + "FP": 1745.5333333333333, + "IoU": 0.6030351738909909, + "TN": 729888.0, + "TP": 12722.066666666668, + "n_pred": 14467.6, + "n_ref": 16023.0 + }, + "10": { + "Dice": 0.5737240542340832, + "FN": 4131.9, + "FP": 2338.6, + "IoU": 0.44840340825880937, + "TN": 732927.9, + "TP": 8258.133333333333, + "n_pred": 10596.733333333334, + "n_ref": 12390.033333333333 + }, + "11": { + "Dice": 0.6526797761720537, + "FN": 349.6, + "FP": 215.73333333333332, + "IoU": 0.5108770374157326, + "TN": 746335.2, + "TP": 756.0, + "n_pred": 971.7333333333333, + "n_ref": 1105.6 + }, + "12": { + "Dice": 0.4196216633150684, + "FN": 420.1666666666667, + "FP": 119.3, + "IoU": 0.31128466855693593, + "TN": 746756.2666666667, + "TP": 360.8, + "n_pred": 480.1, + "n_ref": 780.9666666666667 + }, + "13": { + "Dice": 0.5726560566355252, + "FN": 5316.0, + "FP": 1970.3, + "IoU": 0.4577025948972687, + "TN": 733996.9666666667, + "TP": 6373.266666666666, + "n_pred": 8343.566666666668, + "n_ref": 11689.266666666666 + }, + "14": { + "Dice": 0.6040285887161299, + "FN": 639.6, + "FP": 1675.8666666666666, + "IoU": 0.5580131466928049, + "TN": 736645.1, + "TP": 8695.966666666667, + "n_pred": 10371.833333333334, + "n_ref": 9335.566666666668 + }, + "15": { + "Dice": 0.1252213425457629, + "FN": 764.1666666666666, + "FP": 1104.9333333333334, + "IoU": 0.07972503915445432, + "TN": 745478.9, + "TP": 308.53333333333336, + "n_pred": 1413.4666666666667, + "n_ref": 1072.7 + }, + "2": { + "Dice": 0.7772478586098918, + "FN": 1250.7333333333333, + "FP": 1279.7, + "IoU": 0.7096355403308787, + "TN": 733579.1333333333, + "TP": 11546.966666666667, + "n_pred": 12826.666666666666, + "n_ref": 12797.7 + }, + "3": { + "Dice": 0.809095474425831, + "FN": 1418.2, + "FP": 1341.9333333333334, + "IoU": 0.736137691090734, + "TN": 731485.7, + "TP": 13410.7, + "n_pred": 14752.633333333333, + "n_ref": 14828.9 + }, + "4": { + "Dice": 0.5278323656102197, + "FN": 4060.9, + "FP": 587.2, + "IoU": 0.46371825305601355, + "TN": 735142.8666666667, + "TP": 7865.566666666667, + "n_pred": 8452.766666666666, + "n_ref": 11926.466666666667 + }, + "5": { + "Dice": 0.5212755352047762, + "FN": 627.3333333333334, + "FP": 348.2, + "IoU": 0.3926904006864387, + "TN": 745672.3, + "TP": 1008.7, + "n_pred": 1356.9, + "n_ref": 1636.0333333333333 + }, + "6": { + "Dice": 0.8825201443774777, + "FN": 6503.9, + "FP": 7387.533333333334, + "IoU": 0.8223416647402795, + "TN": 650473.2, + "TP": 83291.9, + "n_pred": 90679.43333333333, + "n_ref": 89795.8 + }, + "7": { + "Dice": 0.555552228332396, + "FN": 9148.666666666666, + "FP": 4645.133333333333, + "IoU": 0.4825814256661215, + "TN": 719093.4666666667, + "TP": 14769.266666666666, + "n_pred": 19414.4, + "n_ref": 23917.933333333334 + }, + "8": { + "Dice": 0.8775841884305242, + "FN": 1112.0333333333333, + "FP": 629.8666666666667, + "IoU": 0.8182885530392875, + "TN": 734071.6333333333, + "TP": 11843.0, + "n_pred": 12472.866666666667, + "n_ref": 12955.033333333333 + }, + "9": { + "Dice": 0.8285216429334841, + "FN": 1918.2666666666667, + "FP": 1360.8666666666666, + "IoU": 0.7414450050215191, + "TN": 732111.5666666667, + "TP": 12265.833333333334, + "n_pred": 13626.7, + "n_ref": 14184.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.4879032258064516, + "FN": 229, + "FP": 25, + "IoU": 0.32266666666666666, + "TN": 700553, + "TP": 121, + "n_pred": 146, + "n_ref": 350 + }, + "10": { + "Dice": 0.7718820861678004, + "FN": 406, + "FP": 600, + "IoU": 0.6285081240768094, + "TN": 698220, + "TP": 1702, + "n_pred": 2302, + "n_ref": 2108 + }, + "11": { + "Dice": 0.8204510242726804, + "FN": 548, + "FP": 495, + "IoU": 0.695563339171045, + "TN": 697502, + "TP": 2383, + "n_pred": 2878, + "n_ref": 2931 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.804515319835155, + "FN": 194, + "FP": 897, + "IoU": 0.6729616306954437, + "TN": 697592, + "TP": 2245, + "n_pred": 3142, + "n_ref": 2439 + }, + "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": 0.962736089841756, + "FN": 150, + "FP": 288, + "IoU": 0.9281496062992126, + "TN": 694832, + "TP": 5658, + "n_pred": 5946, + "n_ref": 5808 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 418, + "FP": 29, + "IoU": 0.0, + "TN": 700481, + "TP": 0, + "n_pred": 29, + "n_ref": 418 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9766813870285341, + "FN": 2795, + "FP": 6773, + "IoU": 0.954425507997447, + "TN": 490986, + "TP": 200374, + "n_pred": 207147, + "n_ref": 203169 + }, + "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": 0.8635093043686607, + "FN": 2933, + "FP": 2194, + "IoU": 0.759803232607168, + "TN": 679583, + "TP": 16218, + "n_pred": 18412, + "n_ref": 19151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531403118040089, + "FN": 981, + "FP": 71, + "IoU": 0.9104757041953876, + "TN": 689177, + "TP": 10699, + "n_pred": 10770, + "n_ref": 11680 + }, + "10": { + "Dice": 0.7957753240518483, + "FN": 2690, + "FP": 1564, + "IoU": 0.6608196459894754, + "TN": 688386, + "TP": 8288, + "n_pred": 9852, + "n_ref": 10978 + }, + "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": 0.7994662600076249, + "FN": 373, + "FP": 679, + "IoU": 0.6659256906954589, + "TN": 697779, + "TP": 2097, + "n_pred": 2776, + "n_ref": 2470 + }, + "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": 146, + "IoU": 0.0, + "TN": 700782, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "3": { + "Dice": 0.9413427380241156, + "FN": 2128, + "FP": 7003, + "IoU": 0.8891855483683054, + "TN": 618529, + "TP": 73268, + "n_pred": 80271, + "n_ref": 75396 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6270371918094442, + "FN": 3500, + "FP": 70, + "IoU": 0.45670369806726524, + "TN": 694357, + "TP": 3001, + "n_pred": 3071, + "n_ref": 6501 + }, + "6": { + "Dice": 0.9499494539039426, + "FN": 1236, + "FP": 1289, + "IoU": 0.9046702155774531, + "TN": 674441, + "TP": 23962, + "n_pred": 25251, + "n_ref": 25198 + }, + "7": { + "Dice": 0.8015452084289854, + "FN": 2127, + "FP": 10408, + "IoU": 0.6688155565536739, + "TN": 663079, + "TP": 25314, + "n_pred": 35722, + "n_ref": 27441 + }, + "8": { + "Dice": 0.9298729192768928, + "FN": 622, + "FP": 1337, + "IoU": 0.8689369104168061, + "TN": 685981, + "TP": 12988, + "n_pred": 14325, + "n_ref": 13610 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6361393323657475, + "FN": 3245, + "FP": 1769, + "IoU": 0.46642545493242527, + "TN": 1041995, + "TP": 4383, + "n_pred": 6152, + "n_ref": 7628 + }, + "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": 0.532305515212453, + "FN": 12456, + "FP": 103, + "IoU": 0.3626814168273622, + "TN": 1031686, + "TP": 7147, + "n_pred": 7250, + "n_ref": 19603 + }, + "14": { + "Dice": 0.9059035421252751, + "FN": 3039, + "FP": 8716, + "IoU": 0.8279923909862452, + "TN": 983052, + "TP": 56585, + "n_pred": 65301, + "n_ref": 59624 + }, + "15": { + "Dice": 0.5053815402187761, + "FN": 10541, + "FP": 718, + "IoU": 0.3381341484921521, + "TN": 1034381, + "TP": 5752, + "n_pred": 6470, + "n_ref": 16293 + }, + "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": 1144, + "FP": 0, + "IoU": 0.0, + "TN": 1050248, + "TP": 0, + "n_pred": 0, + "n_ref": 1144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9322512914029977, + "FN": 3169, + "FP": 6156, + "IoU": 0.8730999006572949, + "TN": 977909, + "TP": 64158, + "n_pred": 70314, + "n_ref": 67327 + }, + "7": { + "Dice": 0.41379310344827586, + "FN": 6396, + "FP": 19767, + "IoU": 0.2608695652173913, + "TN": 1015995, + "TP": 9234, + "n_pred": 29001, + "n_ref": 15630 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5293850053072807, + "FN": 43219, + "FP": 231, + "IoU": 0.3599752533584728, + "TN": 633040, + "TP": 24438, + "n_pred": 24669, + "n_ref": 67657 + }, + "10": { + "Dice": 0.39086728256888204, + "FN": 1981, + "FP": 12986, + "IoU": 0.24290555920886236, + "TN": 681159, + "TP": 4802, + "n_pred": 17788, + "n_ref": 6783 + }, + "11": { + "Dice": 0.6842906574394464, + "FN": 1349, + "FP": 932, + "IoU": 0.520092573111719, + "TN": 696175, + "TP": 2472, + "n_pred": 3404, + "n_ref": 3821 + }, + "12": { + "Dice": 0.5653883972468043, + "FN": 601, + "FP": 283, + "IoU": 0.39410555174777245, + "TN": 699469, + "TP": 575, + "n_pred": 858, + "n_ref": 1176 + }, + "13": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 700847, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "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": 0.7665443790347809, + "FN": 1450, + "FP": 14968, + "IoU": 0.6214608503181777, + "TN": 657556, + "TP": 26954, + "n_pred": 41922, + "n_ref": 28404 + }, + "3": { + "Dice": 0.4408662268440866, + "FN": 14572, + "FP": 429, + "IoU": 0.28276356681807313, + "TN": 680013, + "TP": 5914, + "n_pred": 6343, + "n_ref": 20486 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7064204710279365, + "FN": 1742, + "FP": 41775, + "IoU": 0.5460974414068611, + "TN": 605055, + "TP": 52356, + "n_pred": 94131, + "n_ref": 54098 + }, + "7": { + "Dice": 0.9264606361380555, + "FN": 1436, + "FP": 520, + "IoU": 0.8629964278209707, + "TN": 686651, + "TP": 12321, + "n_pred": 12841, + "n_ref": 13757 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9299948015941778, + "FN": 2022, + "FP": 402, + "IoU": 0.8691497975708502, + "TN": 682403, + "TP": 16101, + "n_pred": 16503, + "n_ref": 18123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612107117443899, + "FN": 1071, + "FP": 3399, + "IoU": 0.9253182744678718, + "TN": 641074, + "TP": 55384, + "n_pred": 58783, + "n_ref": 56455 + }, + "10": { + "Dice": 0.4033391915641476, + "FN": 772, + "FP": 586, + "IoU": 0.2526141992294992, + "TN": 699111, + "TP": 459, + "n_pred": 1045, + "n_ref": 1231 + }, + "11": { + "Dice": 0.6326761840018128, + "FN": 2489, + "FP": 753, + "IoU": 0.4627113026184952, + "TN": 694894, + "TP": 2792, + "n_pred": 3545, + "n_ref": 5281 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8157996146435453, + "FN": 700, + "FP": 256, + "IoU": 0.6889033517735113, + "TN": 697855, + "TP": 2117, + "n_pred": 2373, + "n_ref": 2817 + }, + "14": { + "Dice": 0.9558500759750127, + "FN": 583, + "FP": 463, + "IoU": 0.9154337456544587, + "TN": 688559, + "TP": 11323, + "n_pred": 11786, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.954672545434993, + "FN": 955, + "FP": 731, + "IoU": 0.9132760660459853, + "TN": 681487, + "TP": 17755, + "n_pred": 18486, + "n_ref": 18710 + }, + "3": { + "Dice": 0.9627188695579324, + "FN": 679, + "FP": 656, + "IoU": 0.9281175963816498, + "TN": 682356, + "TP": 17237, + "n_pred": 17893, + "n_ref": 17916 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.6074976289122948, + "FN": 7217, + "FP": 646, + "IoU": 0.4362632635503298, + "TN": 686980, + "TP": 6085, + "n_pred": 6731, + "n_ref": 13302 + }, + "6": { + "Dice": 0.9088454511648962, + "FN": 1442, + "FP": 9834, + "IoU": 0.832920920446295, + "TN": 633439, + "TP": 56213, + "n_pred": 66047, + "n_ref": 57655 + }, + "7": { + "Dice": 0.822454087802683, + "FN": 1395, + "FP": 4918, + "IoU": 0.6984475758299499, + "TN": 679993, + "TP": 14622, + "n_pred": 19540, + "n_ref": 16017 + }, + "8": { + "Dice": 0.9347413383958234, + "FN": 992, + "FP": 3408, + "IoU": 0.877478280240588, + "TN": 665016, + "TP": 31512, + "n_pred": 34920, + "n_ref": 32504 + }, + "9": { + "Dice": 0.8221283863927504, + "FN": 2130, + "FP": 1619, + "IoU": 0.6979779263675179, + "TN": 688515, + "TP": 8664, + "n_pred": 10283, + "n_ref": 10794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.4563758389261745, + "FN": 249, + "FP": 156, + "IoU": 0.2956521739130435, + "TN": 700353, + "TP": 170, + "n_pred": 326, + "n_ref": 419 + }, + "11": { + "Dice": 0.6781609195402298, + "FN": 37, + "FP": 19, + "IoU": 0.5130434782608696, + "TN": 700813, + "TP": 59, + "n_pred": 78, + "n_ref": 96 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5465201465201465, + "FN": 994, + "FP": 1482, + "IoU": 0.37600806451612906, + "TN": 696960, + "TP": 1492, + "n_pred": 2974, + "n_ref": 2486 + }, + "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": 0.8827600980011514, + "FN": 5916, + "FP": 2841, + "IoU": 0.7901258238466148, + "TN": 659203, + "TP": 32968, + "n_pred": 35809, + "n_ref": 38884 + }, + "5": { + "Dice": 0.5087719298245614, + "FN": 706, + "FP": 3158, + "IoU": 0.3411764705882353, + "TN": 695063, + "TP": 2001, + "n_pred": 5159, + "n_ref": 2707 + }, + "6": { + "Dice": 0.9616154782844, + "FN": 9990, + "FP": 7032, + "IoU": 0.9260687714177753, + "TN": 470687, + "TP": 213219, + "n_pred": 220251, + "n_ref": 223209 + }, + "7": { + "Dice": 0.008871365204534253, + "FN": 5755, + "FP": 278, + "IoU": 0.004455445544554455, + "TN": 694868, + "TP": 27, + "n_pred": 305, + "n_ref": 5782 + }, + "8": { + "Dice": 0.8811438784629133, + "FN": 84, + "FP": 49, + "IoU": 0.7875399361022364, + "TN": 700302, + "TP": 493, + "n_pred": 542, + "n_ref": 577 + }, + "9": { + "Dice": 0.8833955063519623, + "FN": 4054, + "FP": 2729, + "IoU": 0.79114450226314, + "TN": 668451, + "TP": 25694, + "n_pred": 28423, + "n_ref": 29748 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8255918624538663, + "FN": 2423, + "FP": 5327, + "IoU": 0.7029854750316177, + "TN": 674835, + "TP": 18343, + "n_pred": 23670, + "n_ref": 20766 + }, + "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": 0.587637317593048, + "FN": 8865, + "FP": 6225, + "IoU": 0.4160668678894822, + "TN": 675086, + "TP": 10752, + "n_pred": 16977, + "n_ref": 19617 + }, + "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": 0.8211243611584327, + "FN": 185, + "FP": 25, + "IoU": 0.6965317919075145, + "TN": 700236, + "TP": 482, + "n_pred": 507, + "n_ref": 667 + }, + "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": 0.5113739763421292, + "FN": 537, + "FP": 0, + "IoU": 0.343520782396088, + "TN": 700110, + "TP": 281, + "n_pred": 281, + "n_ref": 818 + }, + "6": { + "Dice": 0.9506843171643883, + "FN": 3368, + "FP": 8948, + "IoU": 0.9060041060239492, + "TN": 569901, + "TP": 118711, + "n_pred": 127659, + "n_ref": 122079 + }, + "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": 431, + "IoU": 0.0, + "TN": 700497, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "9": { + "Dice": 0.7604353031383257, + "FN": 11526, + "FP": 6283, + "IoU": 0.613469635803273, + "TN": 654854, + "TP": 28265, + "n_pred": 34548, + "n_ref": 39791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15309, + "IoU": 0.0, + "TN": 510387, + "TP": 0, + "n_pred": 15309, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 525566, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6657381615598886, + "FN": 372, + "FP": 108, + "IoU": 0.4989561586638831, + "TN": 524738, + "TP": 478, + "n_pred": 586, + "n_ref": 850 + }, + "13": { + "Dice": 0.0, + "FN": 14498, + "FP": 0, + "IoU": 0.0, + "TN": 511198, + "TP": 0, + "n_pred": 0, + "n_ref": 14498 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8813260488800733, + "FN": 3499, + "FP": 6732, + "IoU": 0.7878310279753634, + "TN": 477475, + "TP": 37990, + "n_pred": 44722, + "n_ref": 41489 + }, + "5": { + "Dice": 0.48683782905427364, + "FN": 3166, + "FP": 1571, + "IoU": 0.32173539518900346, + "TN": 518712, + "TP": 2247, + "n_pred": 3818, + "n_ref": 5413 + }, + "6": { + "Dice": 0.8651295749566521, + "FN": 20155, + "FP": 25893, + "IoU": 0.7623157286203907, + "TN": 331960, + "TP": 147688, + "n_pred": 173581, + "n_ref": 167843 + }, + "7": { + "Dice": 0.3392735087904732, + "FN": 78166, + "FP": 15601, + "IoU": 0.20429222426829372, + "TN": 407855, + "TP": 24074, + "n_pred": 39675, + "n_ref": 102240 + }, + "8": { + "Dice": 0.8979507658848455, + "FN": 3722, + "FP": 1721, + "IoU": 0.8148009527050017, + "TN": 496306, + "TP": 23947, + "n_pred": 25668, + "n_ref": 27669 + }, + "9": { + "Dice": 0.712258064516129, + "FN": 567, + "FP": 548, + "IoU": 0.5531062124248497, + "TN": 523201, + "TP": 1380, + "n_pred": 1928, + "n_ref": 1947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20282, + "IoU": 0.0, + "TN": 855878, + "TP": 0, + "n_pred": 20282, + "n_ref": 0 + }, + "10": { + "Dice": 0.30156985871271585, + "FN": 7934, + "FP": 964, + "IoU": 0.17755799981514003, + "TN": 865341, + "TP": 1921, + "n_pred": 2885, + "n_ref": 9855 + }, + "11": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 876070, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 874157, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.3029663353234928, + "FN": 43660, + "FP": 587, + "IoU": 0.17852700369455843, + "TN": 822297, + "TP": 9616, + "n_pred": 10203, + "n_ref": 53276 + }, + "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": 0.8848822317500974, + "FN": 7930, + "FP": 2407, + "IoU": 0.7935325370510926, + "TN": 826094, + "TP": 39729, + "n_pred": 42136, + "n_ref": 47659 + }, + "3": { + "Dice": 0.8777802006105538, + "FN": 1915, + "FP": 4811, + "IoU": 0.7821820654813951, + "TN": 845281, + "TP": 24153, + "n_pred": 28964, + "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": 0.7122673245122225, + "FN": 722, + "FP": 3127, + "IoU": 0.5531173807035876, + "TN": 867547, + "TP": 4764, + "n_pred": 7891, + "n_ref": 5486 + }, + "7": { + "Dice": 0.7579592173537392, + "FN": 38244, + "FP": 11621, + "IoU": 0.6102530834284285, + "TN": 748218, + "TP": 78077, + "n_pred": 89698, + "n_ref": 116321 + }, + "8": { + "Dice": 0.8082253017434063, + "FN": 372, + "FP": 57, + "IoU": 0.6781695423855963, + "TN": 874827, + "TP": 904, + "n_pred": 961, + "n_ref": 1276 + }, + "9": { + "Dice": 0.71762052782349, + "FN": 580, + "FP": 4053, + "IoU": 0.5596007604562737, + "TN": 865640, + "TP": 5887, + "n_pred": 9940, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9519480185941392, + "FN": 428, + "FP": 3314, + "IoU": 0.9083022936679083, + "TN": 835352, + "TP": 37066, + "n_pred": 40380, + "n_ref": 37494 + }, + "10": { + "Dice": 0.2722117202268431, + "FN": 3846, + "FP": 4, + "IoU": 0.1575492341356674, + "TN": 871590, + "TP": 720, + "n_pred": 724, + "n_ref": 4566 + }, + "11": { + "Dice": 0.6471471471471472, + "FN": 839, + "FP": 1041, + "IoU": 0.47835738068812433, + "TN": 872556, + "TP": 1724, + "n_pred": 2765, + "n_ref": 2563 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 876093, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": 0.5681382570917455, + "FN": 19724, + "FP": 7314, + "IoU": 0.39678290163532115, + "TN": 831337, + "TP": 17785, + "n_pred": 25099, + "n_ref": 37509 + }, + "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": 0.955836136075426, + "FN": 919, + "FP": 683, + "IoU": 0.9154081740416095, + "TN": 857222, + "TP": 17336, + "n_pred": 18019, + "n_ref": 18255 + }, + "3": { + "Dice": 0.9667654998451122, + "FN": 372, + "FP": 379, + "IoU": 0.9356690080520815, + "TN": 864486, + "TP": 10923, + "n_pred": 11302, + "n_ref": 11295 + }, + "4": { + "Dice": 0.23778801843317973, + "FN": 806, + "FP": 21, + "IoU": 0.13493723849372385, + "TN": 875204, + "TP": 129, + "n_pred": 150, + "n_ref": 935 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 876111, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "6": { + "Dice": 0.907091207388953, + "FN": 2535, + "FP": 8168, + "IoU": 0.8299788724563549, + "TN": 813209, + "TP": 52248, + "n_pred": 60416, + "n_ref": 54783 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.9329042638777152, + "FN": 1439, + "FP": 1063, + "IoU": 0.8742460796139928, + "TN": 856264, + "TP": 17394, + "n_pred": 18457, + "n_ref": 18833 + }, + "9": { + "Dice": 0.7987215642037977, + "FN": 8261, + "FP": 2445, + "IoU": 0.6648929510454489, + "TN": 844212, + "TP": 21242, + "n_pred": 23687, + "n_ref": 29503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375541486171276, + "FN": 1211, + "FP": 1600, + "IoU": 0.8824488771797767, + "TN": 501783, + "TP": 21102, + "n_pred": 22702, + "n_ref": 22313 + }, + "10": { + "Dice": 0.3031423290203327, + "FN": 754, + "FP": 0, + "IoU": 0.1786492374727669, + "TN": 524778, + "TP": 164, + "n_pred": 164, + "n_ref": 918 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34965034965034963, + "FN": 186, + "FP": 0, + "IoU": 0.211864406779661, + "TN": 525460, + "TP": 50, + "n_pred": 50, + "n_ref": 236 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.956584800568203, + "FN": 1662, + "FP": 4145, + "IoU": 0.9167825052664765, + "TN": 455915, + "TP": 63974, + "n_pred": 68119, + "n_ref": 65636 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22544, + "IoU": 0.0, + "TN": 503152, + "TP": 0, + "n_pred": 22544, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9438647470611544, + "FN": 358, + "FP": 492, + "IoU": 0.8936968484242122, + "TN": 517700, + "TP": 7146, + "n_pred": 7638, + "n_ref": 7504 + }, + "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": 198, + "FP": 0, + "IoU": 0.0, + "TN": 525498, + "TP": 0, + "n_pred": 0, + "n_ref": 198 + }, + "7": { + "Dice": 0.8645661139775251, + "FN": 4763, + "FP": 3348, + "IoU": 0.7614411764705883, + "TN": 491696, + "TP": 25889, + "n_pred": 29237, + "n_ref": 30652 + }, + "8": { + "Dice": 0.7428571428571429, + "FN": 22, + "FP": 32, + "IoU": 0.5909090909090909, + "TN": 525564, + "TP": 78, + "n_pred": 110, + "n_ref": 100 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9317080793874043, + "FN": 995, + "FP": 753, + "IoU": 0.8721474546518432, + "TN": 687256, + "TP": 11924, + "n_pred": 12677, + "n_ref": 12919 + }, + "10": { + "Dice": 0.8158908983101097, + "FN": 286, + "FP": 335, + "IoU": 0.6890335503254882, + "TN": 698931, + "TP": 1376, + "n_pred": 1711, + "n_ref": 1662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6406820950060901, + "FN": 793, + "FP": 387, + "IoU": 0.471326164874552, + "TN": 698696, + "TP": 1052, + "n_pred": 1439, + "n_ref": 1845 + }, + "13": { + "Dice": 0.8953723046418581, + "FN": 700, + "FP": 2255, + "IoU": 0.8105647797935766, + "TN": 685329, + "TP": 12644, + "n_pred": 14899, + "n_ref": 13344 + }, + "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": 0.9545668919981135, + "FN": 682, + "FP": 763, + "IoU": 0.9130827067669173, + "TN": 684303, + "TP": 15180, + "n_pred": 15943, + "n_ref": 15862 + }, + "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": 0.9604180867984549, + "FN": 530, + "FP": 1212, + "IoU": 0.9238503234831265, + "TN": 678052, + "TP": 21134, + "n_pred": 22346, + "n_ref": 21664 + }, + "8": { + "Dice": 0.9311821930421554, + "FN": 1264, + "FP": 455, + "IoU": 0.871226309086823, + "TN": 687579, + "TP": 11630, + "n_pred": 12085, + "n_ref": 12894 + }, + "9": { + "Dice": 0.9487199936199059, + "FN": 1286, + "FP": 643, + "IoU": 0.902442724927932, + "TN": 681155, + "TP": 17844, + "n_pred": 18487, + "n_ref": 19130 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184032136580467, + "FN": 705, + "FP": 270, + "IoU": 0.8491179201485608, + "TN": 694466, + "TP": 5487, + "n_pred": 5757, + "n_ref": 6192 + }, + "10": { + "Dice": 0.7562060942829392, + "FN": 6322, + "FP": 4471, + "IoU": 0.6079834374545983, + "TN": 673396, + "TP": 16739, + "n_pred": 21210, + "n_ref": 23061 + }, + "11": { + "Dice": 0.6227959697732998, + "FN": 879, + "FP": 319, + "IoU": 0.452217649748514, + "TN": 698741, + "TP": 989, + "n_pred": 1308, + "n_ref": 1868 + }, + "12": { + "Dice": 0.11213235294117647, + "FN": 2526, + "FP": 372, + "IoU": 0.05939629990262902, + "TN": 697847, + "TP": 183, + "n_pred": 555, + "n_ref": 2709 + }, + "13": { + "Dice": 0.7103015513334495, + "FN": 5314, + "FP": 1334, + "IoU": 0.5507501013650493, + "TN": 686130, + "TP": 8150, + "n_pred": 9484, + "n_ref": 13464 + }, + "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": 0.9424731182795699, + "FN": 400, + "FP": 456, + "IoU": 0.8912048805287239, + "TN": 693060, + "TP": 7012, + "n_pred": 7468, + "n_ref": 7412 + }, + "3": { + "Dice": 0.940179806362379, + "FN": 412, + "FP": 1664, + "IoU": 0.8871125611745514, + "TN": 682538, + "TP": 16314, + "n_pred": 17978, + "n_ref": 16726 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7792622712750509, + "FN": 246, + "FP": 1274, + "IoU": 0.6383535569831073, + "TN": 696725, + "TP": 2683, + "n_pred": 3957, + "n_ref": 2929 + }, + "6": { + "Dice": 0.931945526735686, + "FN": 3830, + "FP": 3506, + "IoU": 0.8725636660528784, + "TN": 643362, + "TP": 50230, + "n_pred": 53736, + "n_ref": 54060 + }, + "7": { + "Dice": 0.9033512524305158, + "FN": 826, + "FP": 3399, + "IoU": 0.8237380058406342, + "TN": 676958, + "TP": 19745, + "n_pred": 23144, + "n_ref": 20571 + }, + "8": { + "Dice": 0.9352880108220342, + "FN": 1656, + "FP": 4515, + "IoU": 0.8784422645077414, + "TN": 650162, + "TP": 44595, + "n_pred": 49110, + "n_ref": 46251 + }, + "9": { + "Dice": 0.8983788378635471, + "FN": 3047, + "FP": 1974, + "IoU": 0.8155061546941025, + "TN": 673713, + "TP": 22194, + "n_pred": 24168, + "n_ref": 25241 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8520707077070393, + "FN": 11694, + "FP": 47, + "IoU": 0.7422675886291297, + "TN": 655373, + "TP": 33814, + "n_pred": 33861, + "n_ref": 45508 + }, + "10": { + "Dice": 0.49382716049382713, + "FN": 14, + "FP": 765, + "IoU": 0.32786885245901637, + "TN": 699769, + "TP": 380, + "n_pred": 1145, + "n_ref": 394 + }, + "11": { + "Dice": 0.6246786632390745, + "FN": 239, + "FP": 53, + "IoU": 0.4542056074766355, + "TN": 700393, + "TP": 243, + "n_pred": 296, + "n_ref": 482 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7519368513375237, + "FN": 1208, + "FP": 2186, + "IoU": 0.6024830171000234, + "TN": 692390, + "TP": 5144, + "n_pred": 7330, + "n_ref": 6352 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3620, + "IoU": 0.0, + "TN": 697308, + "TP": 0, + "n_pred": 3620, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9200480192076831, + "FN": 45, + "FP": 288, + "IoU": 0.8519341929746554, + "TN": 698679, + "TP": 1916, + "n_pred": 2204, + "n_ref": 1961 + }, + "3": { + "Dice": 0.9632476286332998, + "FN": 795, + "FP": 1615, + "IoU": 0.9291009649329254, + "TN": 666936, + "TP": 31582, + "n_pred": 33197, + "n_ref": 32377 + }, + "4": { + "Dice": 0.9294815579055972, + "FN": 2281, + "FP": 453, + "IoU": 0.8682536622976099, + "TN": 680176, + "TP": 18018, + "n_pred": 18471, + "n_ref": 20299 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9178751608488736, + "FN": 17514, + "FP": 14652, + "IoU": 0.8482155918063033, + "TN": 489009, + "TP": 179753, + "n_pred": 194405, + "n_ref": 197267 + }, + "7": { + "Dice": 0.7065717873587275, + "FN": 683, + "FP": 18, + "IoU": 0.5462783171521035, + "TN": 699383, + "TP": 844, + "n_pred": 862, + "n_ref": 1527 + }, + "8": { + "Dice": 0.9800871188550093, + "FN": 540, + "FP": 100, + "IoU": 0.9609517998779744, + "TN": 684538, + "TP": 15750, + "n_pred": 15850, + "n_ref": 16290 + }, + "9": { + "Dice": 0.9285758803365535, + "FN": 1365, + "FP": 927, + "IoU": 0.8666744226630213, + "TN": 683737, + "TP": 14899, + "n_pred": 15826, + "n_ref": 16264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7417375664885136, + "FN": 20244, + "FP": 3, + "IoU": 0.5894935322979603, + "TN": 651606, + "TP": 29075, + "n_pred": 29078, + "n_ref": 49319 + }, + "10": { + "Dice": 0.890291168276456, + "FN": 7008, + "FP": 5475, + "IoU": 0.8022745632236706, + "TN": 637795, + "TP": 50650, + "n_pred": 56125, + "n_ref": 57658 + }, + "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": 0.773450330815072, + "FN": 5586, + "FP": 4070, + "IoU": 0.6305903056735147, + "TN": 674789, + "TP": 16483, + "n_pred": 20553, + "n_ref": 22069 + }, + "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": 0.7883817427385892, + "FN": 51, + "FP": 0, + "IoU": 0.6506849315068494, + "TN": 700782, + "TP": 95, + "n_pred": 95, + "n_ref": 146 + }, + "4": { + "Dice": 0.9390602055800293, + "FN": 147, + "FP": 19, + "IoU": 0.885121107266436, + "TN": 699483, + "TP": 1279, + "n_pred": 1298, + "n_ref": 1426 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9008434429115585, + "FN": 520, + "FP": 24262, + "IoU": 0.8195770084816716, + "TN": 563573, + "TP": 112573, + "n_pred": 136835, + "n_ref": 113093 + }, + "7": { + "Dice": 0.9773131994614237, + "FN": 946, + "FP": 621, + "IoU": 0.9556329454401313, + "TN": 665609, + "TP": 33752, + "n_pred": 34373, + "n_ref": 34698 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9164854840772477, + "FN": 100, + "FP": 1206, + "IoU": 0.8458451369216242, + "TN": 692456, + "TP": 7166, + "n_pred": 8372, + "n_ref": 7266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7862454754853571, + "FN": 4762, + "FP": 1734, + "IoU": 0.6477796453939164, + "TN": 507253, + "TP": 11947, + "n_pred": 13681, + "n_ref": 16709 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 195, + "FP": 6, + "IoU": 0.0, + "TN": 525495, + "TP": 0, + "n_pred": 6, + "n_ref": 195 + }, + "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": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "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": 0.624109087975041, + "FN": 27777, + "FP": 175, + "IoU": 0.453603612408859, + "TN": 474539, + "TP": 23205, + "n_pred": 23380, + "n_ref": 50982 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 525577, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "6": { + "Dice": 0.9808288942223263, + "FN": 1177, + "FP": 2753, + "IoU": 0.9623790241520921, + "TN": 421233, + "TP": 100533, + "n_pred": 103286, + "n_ref": 101710 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36067, + "IoU": 0.0, + "TN": 489629, + "TP": 0, + "n_pred": 36067, + "n_ref": 0 + }, + "8": { + "Dice": 0.9470905543440835, + "FN": 386, + "FP": 75, + "IoU": 0.8994985829518204, + "TN": 521109, + "TP": 4126, + "n_pred": 4201, + "n_ref": 4512 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9800223908446324, + "FN": 1645, + "FP": 764, + "IoU": 0.9608273574320698, + "TN": 464199, + "TP": 59088, + "n_pred": 59852, + "n_ref": 60733 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9799956226745459, + "FN": 354, + "FP": 103, + "IoU": 0.960775899064458, + "TN": 514045, + "TP": 11194, + "n_pred": 11297, + "n_ref": 11548 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.49162098668754894, + "FN": 6434, + "FP": 58, + "IoU": 0.32592669504724325, + "TN": 691297, + "TP": 3139, + "n_pred": 3197, + "n_ref": 9573 + }, + "11": { + "Dice": 0.8068104866015285, + "FN": 1371, + "FP": 626, + "IoU": 0.6761796659640019, + "TN": 694761, + "TP": 4170, + "n_pred": 4796, + "n_ref": 5541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8489190858554664, + "FN": 3292, + "FP": 1600, + "IoU": 0.7374973170208199, + "TN": 682292, + "TP": 13744, + "n_pred": 15344, + "n_ref": 17036 + }, + "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": 0.9153254023792862, + "FN": 49, + "FP": 314, + "IoU": 0.8438709677419355, + "TN": 698603, + "TP": 1962, + "n_pred": 2276, + "n_ref": 2011 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.93195870232483, + "FN": 2969, + "FP": 1664, + "IoU": 0.8725867664044882, + "TN": 664566, + "TP": 31729, + "n_pred": 33393, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9674277398206347, + "FN": 3646, + "FP": 7791, + "IoU": 0.9369104489138469, + "TN": 519646, + "TP": 169845, + "n_pred": 177636, + "n_ref": 173491 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 656, + "IoU": 0.0, + "TN": 700272, + "TP": 0, + "n_pred": 656, + "n_ref": 0 + }, + "8": { + "Dice": 0.9762901679866821, + "FN": 569, + "FP": 371, + "IoU": 0.9536786083871286, + "TN": 680635, + "TP": 19353, + "n_pred": 19724, + "n_ref": 19922 + }, + "9": { + "Dice": 0.9577498051626007, + "FN": 1029, + "FP": 760, + "IoU": 0.9189250430526602, + "TN": 678862, + "TP": 20277, + "n_pred": 21037, + "n_ref": 21306 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3616089207487057, + "FN": 1591, + "FP": 12, + "IoU": 0.22070977151191054, + "TN": 1049335, + "TP": 454, + "n_pred": 466, + "n_ref": 2045 + }, + "10": { + "Dice": 0.9245894375363483, + "FN": 1390, + "FP": 4056, + "IoU": 0.859754841367944, + "TN": 1012560, + "TP": 33386, + "n_pred": 37442, + "n_ref": 34776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7676767676767676, + "FN": 404, + "FP": 171, + "IoU": 0.6229508196721312, + "TN": 1049867, + "TP": 950, + "n_pred": 1121, + "n_ref": 1354 + }, + "13": { + "Dice": 0.8012252310861728, + "FN": 1794, + "FP": 5539, + "IoU": 0.6683701157742402, + "TN": 1029280, + "TP": 14779, + "n_pred": 20318, + "n_ref": 16573 + }, + "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": 0.8145695364238411, + "FN": 118, + "FP": 722, + "IoU": 0.6871508379888268, + "TN": 1048707, + "TP": 1845, + "n_pred": 2567, + "n_ref": 1963 + }, + "3": { + "Dice": 0.9522141498010724, + "FN": 2323, + "FP": 2097, + "IoU": 0.9087869907961533, + "TN": 1002934, + "TP": 44038, + "n_pred": 46135, + "n_ref": 46361 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7960909020398665, + "FN": 1653, + "FP": 976, + "IoU": 0.6612549929132844, + "TN": 1043631, + "TP": 5132, + "n_pred": 6108, + "n_ref": 6785 + }, + "6": { + "Dice": 0.9523271151309591, + "FN": 197, + "FP": 56, + "IoU": 0.9089928057553956, + "TN": 1048612, + "TP": 2527, + "n_pred": 2583, + "n_ref": 2724 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 53, + "IoU": 0.0, + "TN": 1051334, + "TP": 0, + "n_pred": 53, + "n_ref": 5 + }, + "8": { + "Dice": 0.9542812296314033, + "FN": 2948, + "FP": 489, + "IoU": 0.9125601037983057, + "TN": 1012085, + "TP": 35870, + "n_pred": 36359, + "n_ref": 38818 + }, + "9": { + "Dice": 0.8690643358647371, + "FN": 3829, + "FP": 740, + "IoU": 0.7684471923778634, + "TN": 1031660, + "TP": 15163, + "n_pred": 15903, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 675, + "IoU": 0.0, + "TN": 700253, + "TP": 0, + "n_pred": 675, + "n_ref": 0 + }, + "14": { + "Dice": 0.9487688359374495, + "FN": 7496, + "FP": 429, + "IoU": 0.9025311162493236, + "TN": 619620, + "TP": 73383, + "n_pred": 73812, + "n_ref": 80879 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 700601, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 699854, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "3": { + "Dice": 0.7546830511014536, + "FN": 1596, + "FP": 41, + "IoU": 0.6060168471720818, + "TN": 696773, + "TP": 2518, + "n_pred": 2559, + "n_ref": 4114 + }, + "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": 0.9432575460603685, + "FN": 634, + "FP": 524, + "IoU": 0.8926087359732913, + "TN": 690145, + "TP": 9625, + "n_pred": 10149, + "n_ref": 10259 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417816436712657, + "FN": 663, + "FP": 3219, + "IoU": 0.8899691051840934, + "TN": 665647, + "TP": 31399, + "n_pred": 34618, + "n_ref": 32062 + }, + "10": { + "Dice": 0.2738741278455141, + "FN": 9833, + "FP": 470, + "IoU": 0.15866405356851218, + "TN": 688682, + "TP": 1943, + "n_pred": 2413, + "n_ref": 11776 + }, + "11": { + "Dice": 0.8144872604758897, + "FN": 352, + "FP": 529, + "IoU": 0.6870337477797513, + "TN": 698113, + "TP": 1934, + "n_pred": 2463, + "n_ref": 2286 + }, + "12": { + "Dice": 0.700168918918919, + "FN": 709, + "FP": 711, + "IoU": 0.5386614684860299, + "TN": 697850, + "TP": 1658, + "n_pred": 2369, + "n_ref": 2367 + }, + "13": { + "Dice": 0.8414470745868692, + "FN": 632, + "FP": 78, + "IoU": 0.7262914417887433, + "TN": 698334, + "TP": 1884, + "n_pred": 1962, + "n_ref": 2516 + }, + "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": 0.9030927835051547, + "FN": 16, + "FP": 31, + "IoU": 0.8233082706766918, + "TN": 700662, + "TP": 219, + "n_pred": 250, + "n_ref": 235 + }, + "3": { + "Dice": 0.9732954332946853, + "FN": 795, + "FP": 633, + "IoU": 0.9479800371571163, + "TN": 673477, + "TP": 26023, + "n_pred": 26656, + "n_ref": 26818 + }, + "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": 0.9663635663096247, + "FN": 1137, + "FP": 609, + "IoU": 0.9349163156521415, + "TN": 674101, + "TP": 25081, + "n_pred": 25690, + "n_ref": 26218 + }, + "7": { + "Dice": 0.9390243902439024, + "FN": 69, + "FP": 221, + "IoU": 0.8850574712643678, + "TN": 698405, + "TP": 2233, + "n_pred": 2454, + "n_ref": 2302 + }, + "8": { + "Dice": 0.9745008094981111, + "FN": 340, + "FP": 38, + "IoU": 0.9502697013550848, + "TN": 693327, + "TP": 7223, + "n_pred": 7261, + "n_ref": 7563 + }, + "9": { + "Dice": 0.9777274443186108, + "FN": 565, + "FP": 910, + "IoU": 0.9564254062038404, + "TN": 667078, + "TP": 32375, + "n_pred": 33285, + "n_ref": 32940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4224137931034483, + "FN": 40, + "FP": 94, + "IoU": 0.2677595628415301, + "TN": 875977, + "TP": 49, + "n_pred": 143, + "n_ref": 89 + }, + "11": { + "Dice": 0.8013587357849653, + "FN": 842, + "FP": 503, + "IoU": 0.6685559388861508, + "TN": 872102, + "TP": 2713, + "n_pred": 3216, + "n_ref": 3555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7531309700700488, + "FN": 217, + "FP": 3272, + "IoU": 0.6040177051413006, + "TN": 867349, + "TP": 5322, + "n_pred": 8594, + "n_ref": 5539 + }, + "14": { + "Dice": 0.0, + "FN": 121, + "FP": 0, + "IoU": 0.0, + "TN": 876039, + "TP": 0, + "n_pred": 0, + "n_ref": 121 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9647999153080669, + "FN": 755, + "FP": 575, + "IoU": 0.9319936595592371, + "TN": 856603, + "TP": 18227, + "n_pred": 18802, + "n_ref": 18982 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8306709265175719, + "FN": 1583, + "FP": 166, + "IoU": 0.7103825136612022, + "TN": 870121, + "TP": 4290, + "n_pred": 4456, + "n_ref": 5873 + }, + "5": { + "Dice": 0.8199821764531142, + "FN": 1121, + "FP": 2515, + "IoU": 0.6948896534362675, + "TN": 864243, + "TP": 8281, + "n_pred": 10796, + "n_ref": 9402 + }, + "6": { + "Dice": 0.9579331397513215, + "FN": 9395, + "FP": 5860, + "IoU": 0.9192626464704201, + "TN": 687214, + "TP": 173691, + "n_pred": 179551, + "n_ref": 183086 + }, + "7": { + "Dice": 0.4791541511474228, + "FN": 797, + "FP": 3538, + "IoU": 0.3150576710380787, + "TN": 869831, + "TP": 1994, + "n_pred": 5532, + "n_ref": 2791 + }, + "8": { + "Dice": 0.884324774499466, + "FN": 15839, + "FP": 1384, + "IoU": 0.7926363822435195, + "TN": 793103, + "TP": 65834, + "n_pred": 67218, + "n_ref": 81673 + }, + "9": { + "Dice": 0.8376233877519225, + "FN": 4468, + "FP": 10123, + "IoU": 0.7206127333652466, + "TN": 823935, + "TP": 37634, + "n_pred": 47757, + "n_ref": 42102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660215573201292, + "FN": 5560, + "FP": 67, + "IoU": 0.9342763034946739, + "TN": 965776, + "TP": 79989, + "n_pred": 80056, + "n_ref": 85549 + }, + "10": { + "Dice": 0.36346103920186923, + "FN": 13402, + "FP": 3761, + "IoU": 0.22209128405021983, + "TN": 1029329, + "TP": 4900, + "n_pred": 8661, + "n_ref": 18302 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.45650048875855326, + "FN": 782, + "FP": 330, + "IoU": 0.29575680810639643, + "TN": 1049813, + "TP": 467, + "n_pred": 797, + "n_ref": 1249 + }, + "13": { + "Dice": 0.6312411216920082, + "FN": 8052, + "FP": 5966, + "IoU": 0.4611777367773678, + "TN": 1025376, + "TP": 11998, + "n_pred": 17964, + "n_ref": 20050 + }, + "14": { + "Dice": 0.731321756187619, + "FN": 5955, + "FP": 31301, + "IoU": 0.576443838108231, + "TN": 963432, + "TP": 50704, + "n_pred": 82005, + "n_ref": 56659 + }, + "15": { + "Dice": 0.24594651505580123, + "FN": 12384, + "FP": 9102, + "IoU": 0.14021608643457384, + "TN": 1026402, + "TP": 3504, + "n_pred": 12606, + "n_ref": 15888 + }, + "2": { + "Dice": 0.8738145325378488, + "FN": 10645, + "FP": 332, + "IoU": 0.775906418422342, + "TN": 1002408, + "TP": 38007, + "n_pred": 38339, + "n_ref": 48652 + }, + "3": { + "Dice": 0.31179901301031854, + "FN": 93, + "FP": 9111, + "IoU": 0.18469306404464522, + "TN": 1040103, + "TP": 2085, + "n_pred": 11196, + "n_ref": 2178 + }, + "4": { + "Dice": 0.5483994144975498, + "FN": 13661, + "FP": 531, + "IoU": 0.37778946906922706, + "TN": 1028583, + "TP": 8617, + "n_pred": 9148, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7439089445632521, + "FN": 53952, + "FP": 295, + "IoU": 0.5922412561918865, + "TN": 918355, + "TP": 78790, + "n_pred": 79085, + "n_ref": 132742 + }, + "7": { + "Dice": 0.026615498885862836, + "FN": 10754, + "FP": 4972, + "IoU": 0.013487234176024088, + "TN": 1035451, + "TP": 215, + "n_pred": 5187, + "n_ref": 10969 + }, + "8": { + "Dice": 0.8935611038107752, + "FN": 296, + "FP": 109, + "IoU": 0.8076009501187649, + "TN": 1049287, + "TP": 1700, + "n_pred": 1809, + "n_ref": 1996 + }, + "9": { + "Dice": 0.7951202009329028, + "FN": 1112, + "FP": 30, + "IoU": 0.6599166170339488, + "TN": 1048034, + "TP": 2216, + "n_pred": 2246, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 0.8008534850640113, + "FN": 90, + "FP": 190, + "IoU": 0.66785290628707, + "TN": 700085, + "TP": 563, + "n_pred": 753, + "n_ref": 653 + }, + "14": { + "Dice": 0.9378282876516092, + "FN": 332, + "FP": 319, + "IoU": 0.8829347239705089, + "TN": 695367, + "TP": 4910, + "n_pred": 5229, + "n_ref": 5242 + }, + "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": 0.8399570354457573, + "FN": 1977, + "FP": 258, + "IoU": 0.7240740740740741, + "TN": 692828, + "TP": 5865, + "n_pred": 6123, + "n_ref": 7842 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9746943486779156, + "FN": 3924, + "FP": 4407, + "IoU": 0.9506378389908339, + "TN": 532155, + "TP": 160442, + "n_pred": 164849, + "n_ref": 164366 + }, + "7": { + "Dice": 0.9410484376729258, + "FN": 1596, + "FP": 1600, + "IoU": 0.8886605121059049, + "TN": 672223, + "TP": 25509, + "n_pred": 27109, + "n_ref": 27105 + }, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2977558839627805, + "FN": 8507, + "FP": 3040, + "IoU": 0.17491961414790996, + "TN": 1037397, + "TP": 2448, + "n_pred": 5488, + "n_ref": 10955 + }, + "10": { + "Dice": 0.20944693341572687, + "FN": 33134, + "FP": 7804, + "IoU": 0.11697331809063653, + "TN": 1005031, + "TP": 5423, + "n_pred": 13227, + "n_ref": 38557 + }, + "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": 46, + "IoU": 0.0, + "TN": 1051346, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.15312153675655707, + "FN": 12450, + "FP": 5890, + "IoU": 0.08290829082908291, + "TN": 1031394, + "TP": 1658, + "n_pred": 7548, + "n_ref": 14108 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1283, + "IoU": 0.0, + "TN": 1050109, + "TP": 0, + "n_pred": 1283, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 1050947, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "2": { + "Dice": 0.16626058707506672, + "FN": 3500, + "FP": 10872, + "IoU": 0.09066751028155647, + "TN": 1035587, + "TP": 1433, + "n_pred": 12305, + "n_ref": 4933 + }, + "3": { + "Dice": 0.8041527764549005, + "FN": 12970, + "FP": 7592, + "IoU": 0.672454441187715, + "TN": 988616, + "TP": 42214, + "n_pred": 49806, + "n_ref": 55184 + }, + "4": { + "Dice": 0.00948665297741273, + "FN": 47912, + "FP": 326, + "IoU": 0.0047659328643050195, + "TN": 1002923, + "TP": 231, + "n_pred": 557, + "n_ref": 48143 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7893012797379452, + "FN": 38704, + "FP": 22016, + "IoU": 0.6519386421479834, + "TN": 876940, + "TP": 113732, + "n_pred": 135748, + "n_ref": 152436 + }, + "7": { + "Dice": 0.3041287293134055, + "FN": 18680, + "FP": 5624, + "IoU": 0.17933479655579943, + "TN": 1021777, + "TP": 5311, + "n_pred": 10935, + "n_ref": 23991 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6396578888138645, + "FN": 4682, + "FP": 121, + "IoU": 0.4702183984116479, + "TN": 1042326, + "TP": 4263, + "n_pred": 4384, + "n_ref": 8945 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8646994832744085, + "FN": 537, + "FP": 1453, + "IoU": 0.7616481015690502, + "TN": 517347, + "TP": 6359, + "n_pred": 7812, + "n_ref": 6896 + }, + "11": { + "Dice": 0.8365300784655624, + "FN": 427, + "FP": 323, + "IoU": 0.7189958786062196, + "TN": 523027, + "TP": 1919, + "n_pred": 2242, + "n_ref": 2346 + }, + "12": { + "Dice": 0.6974022266628604, + "FN": 1799, + "FP": 321, + "IoU": 0.5353933815472277, + "TN": 521133, + "TP": 2443, + "n_pred": 2764, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8716461203770849, + "FN": 2617, + "FP": 2693, + "IoU": 0.7724935732647815, + "TN": 502356, + "TP": 18030, + "n_pred": 20723, + "n_ref": 20647 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.94335094208905, + "FN": 3168, + "FP": 1411, + "IoU": 0.8927760215431448, + "TN": 482991, + "TP": 38126, + "n_pred": 39537, + "n_ref": 41294 + }, + "3": { + "Dice": 0.960655816990303, + "FN": 965, + "FP": 662, + "IoU": 0.9242903676128432, + "TN": 504206, + "TP": 19863, + "n_pred": 20525, + "n_ref": 20828 + }, + "4": { + "Dice": 0.06690419635787807, + "FN": 4711, + "FP": 3, + "IoU": 0.03460987098095433, + "TN": 520813, + "TP": 169, + "n_pred": 172, + "n_ref": 4880 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761652542372882, + "FN": 246, + "FP": 474, + "IoU": 0.9534402483186757, + "TN": 510232, + "TP": 14744, + "n_pred": 15218, + "n_ref": 14990 + }, + "7": { + "Dice": 0.9636123056566325, + "FN": 214, + "FP": 666, + "IoU": 0.9297797638046601, + "TN": 513164, + "TP": 11652, + "n_pred": 12318, + "n_ref": 11866 + }, + "8": { + "Dice": 0.956271596709407, + "FN": 919, + "FP": 1574, + "IoU": 0.9162073137940306, + "TN": 495944, + "TP": 27259, + "n_pred": 28833, + "n_ref": 28178 + }, + "9": { + "Dice": 0.975345959476692, + "FN": 649, + "FP": 395, + "IoU": 0.95187831297534, + "TN": 504001, + "TP": 20651, + "n_pred": 21046, + "n_ref": 21300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0332.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": 0.0728744939271255, + "FN": 229, + "FP": 0, + "IoU": 0.037815126050420166, + "TN": 525458, + "TP": 9, + "n_pred": 9, + "n_ref": 238 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9629093854877908, + "FN": 1033, + "FP": 1531, + "IoU": 0.9284717960162919, + "TN": 489850, + "TP": 33282, + "n_pred": 34813, + "n_ref": 34315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758536265216324, + "FN": 3724, + "FP": 507, + "IoU": 0.9528458546479878, + "TN": 435969, + "TP": 85496, + "n_pred": 86003, + "n_ref": 89220 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 525640, + "TP": 0, + "n_pred": 56, + "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_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712240478259178, + "FN": 1609, + "FP": 610, + "IoU": 0.9440578833257702, + "TN": 1011726, + "TP": 37447, + "n_pred": 38057, + "n_ref": 39056 + }, + "10": { + "Dice": 0.8349445041174365, + "FN": 1856, + "FP": 910, + "IoU": 0.7166564228641672, + "TN": 1041630, + "TP": 6996, + "n_pred": 7906, + "n_ref": 8852 + }, + "11": { + "Dice": 0.5686746987951807, + "FN": 861, + "FP": 750, + "IoU": 0.39730639730639733, + "TN": 1048719, + "TP": 1062, + "n_pred": 1812, + "n_ref": 1923 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1051320, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "13": { + "Dice": 0.6835891381345927, + "FN": 6948, + "FP": 1092, + "IoU": 0.5192825112107623, + "TN": 1034667, + "TP": 8685, + "n_pred": 9777, + "n_ref": 15633 + }, + "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": 0.9477968987033313, + "FN": 5347, + "FP": 2258, + "IoU": 0.9007737171039756, + "TN": 974749, + "TP": 69038, + "n_pred": 71296, + "n_ref": 74385 + }, + "3": { + "Dice": 0.8059858230506695, + "FN": 230, + "FP": 509, + "IoU": 0.6750219876868954, + "TN": 1049118, + "TP": 1535, + "n_pred": 2044, + "n_ref": 1765 + }, + "4": { + "Dice": 0.9313068584191316, + "FN": 2333, + "FP": 1450, + "IoU": 0.8714445917014986, + "TN": 1021965, + "TP": 25644, + "n_pred": 27094, + "n_ref": 27977 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692030840807011, + "FN": 3189, + "FP": 5231, + "IoU": 0.9402463949131373, + "TN": 910480, + "TP": 132492, + "n_pred": 137723, + "n_ref": 135681 + }, + "7": { + "Dice": 0.9133674046657909, + "FN": 701, + "FP": 8334, + "IoU": 0.8405485060798051, + "TN": 994729, + "TP": 47628, + "n_pred": 55962, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9566000765748519, + "FN": 1293, + "FP": 634, + "IoU": 0.9168105681229494, + "TN": 1028228, + "TP": 21237, + "n_pred": 21871, + "n_ref": 22530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7943053510063819, + "FN": 321, + "FP": 98, + "IoU": 0.6587947882736156, + "TN": 699700, + "TP": 809, + "n_pred": 907, + "n_ref": 1130 + }, + "10": { + "Dice": 0.8849444895748714, + "FN": 2254, + "FP": 6244, + "IoU": 0.7936326768498506, + "TN": 659749, + "TP": 32681, + "n_pred": 38925, + "n_ref": 34935 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8111853501608512, + "FN": 473, + "FP": 290, + "IoU": 0.6823480432972523, + "TN": 698526, + "TP": 1639, + "n_pred": 1929, + "n_ref": 2112 + }, + "13": { + "Dice": 0.7675025075225677, + "FN": 3469, + "FP": 1167, + "IoU": 0.6227213541666666, + "TN": 688640, + "TP": 7652, + "n_pred": 8819, + "n_ref": 11121 + }, + "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": 0.6666666666666666, + "FN": 87, + "FP": 2, + "IoU": 0.5, + "TN": 700750, + "TP": 89, + "n_pred": 91, + "n_ref": 176 + }, + "3": { + "Dice": 0.8658536585365854, + "FN": 22, + "FP": 0, + "IoU": 0.7634408602150538, + "TN": 700835, + "TP": 71, + "n_pred": 71, + "n_ref": 93 + }, + "4": { + "Dice": 0.8924032557475368, + "FN": 1637, + "FP": 1377, + "IoU": 0.8057113388770708, + "TN": 685415, + "TP": 12499, + "n_pred": 13876, + "n_ref": 14136 + }, + "5": { + "Dice": 0.5971769815418024, + "FN": 674, + "FP": 68, + "IoU": 0.42569659442724456, + "TN": 699636, + "TP": 550, + "n_pred": 618, + "n_ref": 1224 + }, + "6": { + "Dice": 0.9546088672632618, + "FN": 5552, + "FP": 7788, + "IoU": 0.9131595221820785, + "TN": 547313, + "TP": 140275, + "n_pred": 148063, + "n_ref": 145827 + }, + "7": { + "Dice": 0.9324069685444435, + "FN": 3727, + "FP": 2120, + "IoU": 0.8733730373578776, + "TN": 654753, + "TP": 40328, + "n_pred": 42448, + "n_ref": 44055 + }, + "8": { + "Dice": 0.9669378034825101, + "FN": 592, + "FP": 477, + "IoU": 0.9359918567750434, + "TN": 684227, + "TP": 15632, + "n_pred": 16109, + "n_ref": 16224 + }, + "9": { + "Dice": 0.9344724998092914, + "FN": 752, + "FP": 107, + "IoU": 0.8770045819014891, + "TN": 693944, + "TP": 6125, + "n_pred": 6232, + "n_ref": 6877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42857142857142855, + "FN": 0, + "FP": 16, + "IoU": 0.2727272727272727, + "TN": 876138, + "TP": 6, + "n_pred": 22, + "n_ref": 6 + }, + "10": { + "Dice": 0.747474992421946, + "FN": 12385, + "FP": 8442, + "IoU": 0.5967745058178932, + "TN": 824509, + "TP": 30824, + "n_pred": 39266, + "n_ref": 43209 + }, + "11": { + "Dice": 0.5994550408719346, + "FN": 165, + "FP": 129, + "IoU": 0.4280155642023346, + "TN": 875646, + "TP": 220, + "n_pred": 349, + "n_ref": 385 + }, + "12": { + "Dice": 0.5277998411437649, + "FN": 1957, + "FP": 421, + "IoU": 0.3585109252765039, + "TN": 872453, + "TP": 1329, + "n_pred": 1750, + "n_ref": 3286 + }, + "13": { + "Dice": 0.7204090163670858, + "FN": 5142, + "FP": 3553, + "IoU": 0.5629994471528371, + "TN": 856263, + "TP": 11202, + "n_pred": 14755, + "n_ref": 16344 + }, + "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": 0.9381884944920441, + "FN": 158, + "FP": 44, + "IoU": 0.8835734870317002, + "TN": 874425, + "TP": 1533, + "n_pred": 1577, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9735554146012952, + "FN": 1588, + "FP": 1789, + "IoU": 0.9484734280352157, + "TN": 810621, + "TP": 62162, + "n_pred": 63951, + "n_ref": 63750 + }, + "4": { + "Dice": 0.04812586765386395, + "FN": 2023, + "FP": 34, + "IoU": 0.024656235182550973, + "TN": 874051, + "TP": 52, + "n_pred": 86, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9003524722469283, + "FN": 704, + "FP": 2321, + "IoU": 0.8187646036786292, + "TN": 859469, + "TP": 13666, + "n_pred": 15987, + "n_ref": 14370 + }, + "7": { + "Dice": 0.46242248331851726, + "FN": 96650, + "FP": 3734, + "IoU": 0.3007474278867922, + "TN": 732601, + "TP": 43175, + "n_pred": 46909, + "n_ref": 139825 + }, + "8": { + "Dice": 0.9584994378002658, + "FN": 125, + "FP": 687, + "IoU": 0.9203062125821965, + "TN": 865971, + "TP": 9377, + "n_pred": 10064, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9324125344781102, + "FN": 1298, + "FP": 1961, + "IoU": 0.8733828043047516, + "TN": 850421, + "TP": 22480, + "n_pred": 24441, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681579/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6231381554984656, + "FN": 1880.643111111111, + "FP": 1604.310222222222, + "IoU": 0.5422860605558636, + "TN": 686318.7662222221, + "TP": 11124.280444444445, + "n_pred": 12728.590666666667, + "n_ref": 13004.923555555557 + }, + "mean": { + "1": { + "Dice": 0.709631326720339, + "FN": 1517.9733333333334, + "FP": 1165.14, + "IoU": 0.6484962325522907, + "TN": 687440.6066666667, + "TP": 10804.28, + "n_pred": 11969.42, + "n_ref": 12322.253333333332 + }, + "10": { + "Dice": 0.5986113702465491, + "FN": 2582.673333333333, + "FP": 1625.6333333333337, + "IoU": 0.4900958485555999, + "TN": 689804.2866666666, + "TP": 6915.406666666667, + "n_pred": 8541.039999999999, + "n_ref": 9498.08 + }, + "11": { + "Dice": 0.600323873812901, + "FN": 197.99333333333334, + "FP": 183.46, + "IoU": 0.47741753367818385, + "TN": 700063.2266666668, + "TP": 483.32, + "n_pred": 666.78, + "n_ref": 681.3133333333333 + }, + "12": { + "Dice": 0.40474897401689985, + "FN": 283.0266666666667, + "FP": 156.12, + "IoU": 0.3131454482854168, + "TN": 700034.7466666667, + "TP": 454.1066666666667, + "n_pred": 610.2266666666667, + "n_ref": 737.1333333333334 + }, + "13": { + "Dice": 0.5101534618732249, + "FN": 3174.5600000000004, + "FP": 1999.2666666666669, + "IoU": 0.39746544537816264, + "TN": 691081.5533333333, + "TP": 4672.62, + "n_pred": 6671.886666666667, + "n_ref": 7847.18 + }, + "14": { + "Dice": 0.5939568448394892, + "FN": 2107.82, + "FP": 2448.1066666666666, + "IoU": 0.5265486351682604, + "TN": 686587.6333333333, + "TP": 9784.44, + "n_pred": 12232.546666666665, + "n_ref": 11892.26 + }, + "15": { + "Dice": 0.45812743880541157, + "FN": 1977.4266666666667, + "FP": 1375.3466666666668, + "IoU": 0.37966091489308545, + "TN": 693111.5466666666, + "TP": 4463.679999999999, + "n_pred": 5839.026666666667, + "n_ref": 6441.1066666666675 + }, + "2": { + "Dice": 0.7269471917468613, + "FN": 1516.0666666666668, + "FP": 1428.8533333333332, + "IoU": 0.6763479602203852, + "TN": 684317.4, + "TP": 13665.679999999998, + "n_pred": 15094.533333333335, + "n_ref": 15181.746666666668 + }, + "3": { + "Dice": 0.6656747542647876, + "FN": 2020.2933333333337, + "FP": 1527.2800000000002, + "IoU": 0.617937782829953, + "TN": 684961.6133333333, + "TP": 12418.813333333334, + "n_pred": 13946.093333333332, + "n_ref": 14439.106666666665 + }, + "4": { + "Dice": 0.44617280389873815, + "FN": 1448.6, + "FP": 779.2, + "IoU": 0.38089613285989854, + "TN": 694723.58, + "TP": 3976.62, + "n_pred": 4755.82, + "n_ref": 5425.219999999999 + }, + "5": { + "Dice": 0.5356527564794524, + "FN": 609.1133333333333, + "FP": 315.93333333333334, + "IoU": 0.41575144722922214, + "TN": 699054.0066666666, + "TP": 948.9466666666667, + "n_pred": 1264.8799999999999, + "n_ref": 1558.06 + }, + "6": { + "Dice": 0.858228882118263, + "FN": 4045.186666666667, + "FP": 5836.886666666667, + "IoU": 0.8033477044427357, + "TN": 629399.4733333334, + "TP": 61646.45333333333, + "n_pred": 67483.34, + "n_ref": 65691.64 + }, + "7": { + "Dice": 0.6211233044822176, + "FN": 4590.8533333333335, + "FP": 3378.0800000000004, + "IoU": 0.5428704261431738, + "TN": 675126.6066666667, + "TP": 17832.46, + "n_pred": 21210.539999999997, + "n_ref": 22423.31333333333 + }, + "8": { + "Dice": 0.867478191991701, + "FN": 768.9533333333334, + "FP": 629.22, + "IoU": 0.8082866585960916, + "TN": 689266.5133333333, + "TP": 10263.313333333334, + "n_pred": 10892.533333333335, + "n_ref": 11032.266666666666 + }, + "9": { + "Dice": 0.7502411571801498, + "FN": 1369.1066666666668, + "FP": 1216.1266666666666, + "IoU": 0.6560227375054941, + "TN": 689808.7, + "TP": 8534.066666666668, + "n_pred": 9750.193333333335, + "n_ref": 9903.173333333332 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_003/summary.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdbacf8373e13c311505f754fa2077406ed25409 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.79018474599701, + "FN": 19025.614666666665, + "FP": 28432.71733333333, + "IoU": 0.6869244662517138, + "TN": 96241937.59199998, + "TP": 167564.91600000003, + "n_pred": 195997.63333333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8754926025161235, + "FN": 11926.5, + "FP": 31954.22, + "IoU": 0.8019230359517199, + "TN": 96230718.48, + "TP": 182361.64, + "n_pred": 214315.86, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7530322805503428, + "FN": 16191.34, + "FP": 17810.26, + "IoU": 0.6248080865639601, + "TN": 96364928.02, + "TP": 58031.22, + "n_pred": 75841.48, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7351413303468719, + "FN": 942.96, + "FP": 886.5, + "IoU": 0.5952750880470358, + "TN": 96452373.96, + "TP": 2757.42, + "n_pred": 3643.92, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7244864316157124, + "FN": 1332.08, + "FP": 800.82, + "IoU": 0.5815275364694483, + "TN": 96451923.36, + "TP": 2904.58, + "n_pred": 3705.4, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6867167602412974, + "FN": 17050.8, + "FP": 18039.88, + "IoU": 0.5442784652806995, + "TN": 96381062.82, + "TP": 40807.34, + "n_pred": 58847.22, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7495927652376874, + "FN": 27018.94, + "FP": 45569.84, + "IoU": 0.64262982549585, + "TN": 96273032.86, + "TP": 111339.2, + "n_pred": 156909.04, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5517255850623458, + "FN": 10553.9, + "FP": 54095.06, + "IoU": 0.4284034638920013, + "TN": 96348818.74, + "TP": 43493.14, + "n_pred": 97588.2, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8873145808602436, + "FN": 20549.56, + "FP": 11693.9, + "IoU": 0.8145012659707931, + "TN": 96288425.24, + "TP": 136292.14, + "n_pred": 147986.04, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9002189458812111, + "FN": 11146.4, + "FP": 24396.84, + "IoU": 0.8273200130277796, + "TN": 96269161.42, + "TP": 152256.18, + "n_pred": 176653.02, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7137185699743834, + "FN": 4917.4, + "FP": 7967.94, + "IoU": 0.6202478667964056, + "TN": 96422415.4, + "TP": 21660.1, + "n_pred": 29628.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7498391159068029, + "FN": 6194.24, + "FP": 3005.26, + "IoU": 0.6168614668078427, + "TN": 96436803.42, + "TP": 10957.92, + "n_pred": 13963.18, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9366367053113245, + "FN": 72055.5, + "FP": 114503.08, + "IoU": 0.88535907975137, + "TN": 94983234.14, + "TP": 1287168.12, + "n_pred": 1401671.2, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7911636540837361, + "FN": 63848.04, + "FP": 73943.92, + "IoU": 0.680041111542035, + "TN": 96044092.26, + "TP": 275076.62, + "n_pred": 349020.54, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.916451963280908, + "FN": 13008.98, + "FP": 12792.92, + "IoU": 0.8488614235566139, + "TN": 96311798.74, + "TP": 119360.2, + "n_pred": 132153.12, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.881239899086157, + "FN": 8647.58, + "FP": 9030.32, + "IoU": 0.791829264622151, + "TN": 96370275.02, + "TP": 69007.92, + "n_pred": 78038.24, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9038724883804986, + "FN": 3913, + "FP": 14970, + "IoU": 0.8246052387144714, + "TN": 119485660, + "TP": 88777, + "n_pred": 103747, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8011683523491605, + "FN": 11014, + "FP": 20912, + "IoU": 0.6682909597182249, + "TN": 119497073, + "TP": 64321, + "n_pred": 85233, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7795404814004376, + "FN": 696, + "FP": 916, + "IoU": 0.6387270282384581, + "TN": 119588858, + "TP": 2850, + "n_pred": 3766, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7553911205073995, + "FN": 892, + "FP": 1422, + "IoU": 0.6069305248853406, + "TN": 119587433, + "TP": 3573, + "n_pred": 4995, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6147759714680243, + "FN": 16472, + "FP": 29001, + "IoU": 0.443809780082683, + "TN": 119511562, + "TP": 36285, + "n_pred": 65286, + "n_ref": 52757 + }, + "14": { + "Dice": 0.40055433971492893, + "FN": 183609, + "FP": 7577, + "IoU": 0.2504332279994668, + "TN": 119338258, + "TP": 63876, + "n_pred": 71453, + "n_ref": 247485 + }, + "15": { + "Dice": 0.00052978155837857, + "FN": 32792, + "FP": 235101, + "IoU": 0.0002649609649057336, + "TN": 119325356, + "TP": 71, + "n_pred": 235172, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9548794754502595, + "FN": 4488, + "FP": 8394, + "IoU": 0.9136548876615368, + "TN": 119444128, + "TP": 136310, + "n_pred": 144704, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9105671975412126, + "FN": 7432, + "FP": 24576, + "IoU": 0.8358176800681186, + "TN": 119398366, + "TP": 162946, + "n_pred": 187522, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8032315791818581, + "FN": 23618, + "FP": 2881, + "IoU": 0.6711670906496247, + "TN": 119512735, + "TP": 54086, + "n_pred": 56967, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0963253490218051, + "FN": 60138, + "FP": 17278, + "IoU": 0.05059969095680753, + "TN": 119511778, + "TP": 4126, + "n_pred": 21404, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9601465471881029, + "FN": 29605, + "FP": 66056, + "IoU": 0.923347943493137, + "TN": 118345330, + "TP": 1152329, + "n_pred": 1218385, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 209799, + "IoU": 0.0, + "TN": 119383521, + "TP": 0, + "n_pred": 209799, + "n_ref": 0 + }, + "8": { + "Dice": 0.7999545826469666, + "FN": 64575, + "FP": 46421, + "IoU": 0.6666035893970114, + "TN": 119260395, + "TP": 221929, + "n_pred": 268350, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8585174601202432, + "FN": 14346, + "FP": 6151, + "IoU": 0.75210739553728, + "TN": 119510635, + "TP": 62188, + "n_pred": 68339, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561102177056446, + "FN": 11685, + "FP": 4554, + "IoU": 0.9159110798117204, + "TN": 72632543, + "TP": 176878, + "n_pred": 181432, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6927820048801601, + "FN": 13229, + "FP": 35748, + "IoU": 0.5299666983368363, + "TN": 72721461, + "TP": 55222, + "n_pred": 90970, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6778808971384377, + "FN": 494, + "FP": 1172, + "IoU": 0.5127230184264405, + "TN": 72822241, + "TP": 1753, + "n_pred": 2925, + "n_ref": 2247 + }, + "12": { + "Dice": 0.709157286279282, + "FN": 543, + "FP": 1369, + "IoU": 0.549375441904313, + "TN": 72821417, + "TP": 2331, + "n_pred": 3700, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7667653285056084, + "FN": 10159, + "FP": 14190, + "IoU": 0.6217513553819147, + "TN": 72761287, + "TP": 40024, + "n_pred": 54214, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8757661832859919, + "FN": 3663, + "FP": 17112, + "IoU": 0.7789893617021276, + "TN": 72731660, + "TP": 73225, + "n_pred": 90337, + "n_ref": 76888 + }, + "15": { + "Dice": 0.38019276661801166, + "FN": 9662, + "FP": 97344, + "IoU": 0.2347148220990524, + "TN": 72685835, + "TP": 32819, + "n_pred": 130163, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9611350649738165, + "FN": 6999, + "FP": 3421, + "IoU": 0.9251780790441176, + "TN": 72686396, + "TP": 128844, + "n_pred": 132265, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9632952279520658, + "FN": 3234, + "FP": 6209, + "IoU": 0.9291895377785776, + "TN": 72692304, + "TP": 123913, + "n_pred": 130122, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8599974977211389, + "FN": 2952, + "FP": 4881, + "IoU": 0.7543821140760716, + "TN": 72793769, + "TP": 24058, + "n_pred": 28939, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7868197703444832, + "FN": 2335, + "FP": 1081, + "IoU": 0.648559670781893, + "TN": 72815940, + "TP": 6304, + "n_pred": 7385, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9615821231420394, + "FN": 47317, + "FP": 45411, + "IoU": 0.9260069039369676, + "TN": 71572462, + "TP": 1160470, + "n_pred": 1205881, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8920156972283144, + "FN": 25555, + "FP": 26094, + "IoU": 0.8050797245023116, + "TN": 72560685, + "TP": 213326, + "n_pred": 239420, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9264692030381655, + "FN": 4097, + "FP": 4490, + "IoU": 0.8630112947482611, + "TN": 72762976, + "TP": 54097, + "n_pred": 58587, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8597794132419021, + "FN": 13790, + "FP": 7149, + "IoU": 0.7540465618906664, + "TN": 72740526, + "TP": 64195, + "n_pred": 71344, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447795929803695, + "FN": 12205, + "FP": 16766, + "IoU": 0.8953386294421745, + "TN": 71532681, + "TP": 247836, + "n_pred": 264602, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8235088256523546, + "FN": 18418, + "FP": 13858, + "IoU": 0.6999702535881609, + "TN": 71701912, + "TP": 75300, + "n_pred": 89158, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7003998769609351, + "FN": 1092, + "FP": 856, + "IoU": 0.5389349112426035, + "TN": 71805263, + "TP": 2277, + "n_pred": 3133, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6010280743376829, + "FN": 3469, + "FP": 567, + "IoU": 0.4296212549462973, + "TN": 71802412, + "TP": 3040, + "n_pred": 3607, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7836766640576862, + "FN": 16842, + "FP": 9138, + "IoU": 0.6442996207505579, + "TN": 71736449, + "TP": 47059, + "n_pred": 56197, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8306281361250495, + "FN": 148390, + "FP": 4044, + "IoU": 0.7103199262658799, + "TN": 71283273, + "TP": 373781, + "n_pred": 377825, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7785521719990617, + "FN": 59516, + "FP": 9401, + "IoU": 0.6374010859499958, + "TN": 71619424, + "TP": 121147, + "n_pred": 130548, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9360771971085671, + "FN": 11550, + "FP": 6932, + "IoU": 0.8798356371012834, + "TN": 71655682, + "TP": 135324, + "n_pred": 142256, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9329301683293255, + "FN": 8667, + "FP": 16686, + "IoU": 0.8742915792761837, + "TN": 71607807, + "TP": 176328, + "n_pred": 193014, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7149116763579243, + "FN": 1004, + "FP": 9341, + "IoU": 0.5563132612798078, + "TN": 71786172, + "TP": 12971, + "n_pred": 22312, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8538989054907126, + "FN": 942, + "FP": 2275, + "IoU": 0.7450467585988271, + "TN": 71796870, + "TP": 9401, + "n_pred": 11676, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9632427045039509, + "FN": 38183, + "FP": 54165, + "IoU": 0.9290918025737891, + "TN": 70507128, + "TP": 1210012, + "n_pred": 1264177, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9336926883192083, + "FN": 13423, + "FP": 18068, + "IoU": 0.8756318915674071, + "TN": 71556280, + "TP": 221717, + "n_pred": 239785, + "n_ref": 235140 + }, + "8": { + "Dice": 0.934887157778724, + "FN": 6588, + "FP": 3810, + "IoU": 0.8777353165970957, + "TN": 71724443, + "TP": 74647, + "n_pred": 78457, + "n_ref": 81235 + }, + "9": { + "Dice": 0.879239925994019, + "FN": 12595, + "FP": 8161, + "IoU": 0.7845032548771245, + "TN": 71713171, + "TP": 75561, + "n_pred": 83722, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.960546681883077, + "FN": 6300, + "FP": 10778, + "IoU": 0.9240883309923013, + "TN": 135220538, + "TP": 207894, + "n_pred": 218672, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8057504416686893, + "FN": 13758, + "FP": 20657, + "IoU": 0.6746918481548699, + "TN": 135339718, + "TP": 71377, + "n_pred": 92034, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7110198494182067, + "FN": 950, + "FP": 1161, + "IoU": 0.5516142735768904, + "TN": 135440802, + "TP": 2597, + "n_pred": 3758, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7649003305619553, + "FN": 1690, + "FP": 657, + "IoU": 0.6193025141930252, + "TN": 135439345, + "TP": 3818, + "n_pred": 4475, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7315373622609866, + "FN": 9603, + "FP": 13128, + "IoU": 0.576711793076479, + "TN": 135391809, + "TP": 30970, + "n_pred": 44098, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8968396189383933, + "FN": 11641, + "FP": 18582, + "IoU": 0.8129730131128672, + "TN": 135283913, + "TP": 131374, + "n_pred": 149956, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4230113938877649, + "FN": 19519, + "FP": 67177, + "IoU": 0.2682399810932172, + "TN": 135327034, + "TP": 31780, + "n_pred": 98957, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9157911125159817, + "FN": 15427, + "FP": 20271, + "IoU": 0.8446629824637745, + "TN": 135215700, + "TP": 194112, + "n_pred": 214383, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8846457810077928, + "FN": 38251, + "FP": 10938, + "IoU": 0.7931523151516171, + "TN": 135207707, + "TP": 188614, + "n_pred": 199552, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8659849857623608, + "FN": 3388, + "FP": 6966, + "IoU": 0.763645079553496, + "TN": 135401703, + "TP": 33453, + "n_pred": 40419, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6088606317489151, + "FN": 12961, + "FP": 6418, + "IoU": 0.43767047762753175, + "TN": 135411048, + "TP": 15083, + "n_pred": 21501, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9652862884284148, + "FN": 44160, + "FP": 72229, + "IoU": 0.9329018042703621, + "TN": 133710903, + "TP": 1618218, + "n_pred": 1690447, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7206790843560242, + "FN": 21359, + "FP": 116318, + "IoU": 0.5633294004212022, + "TN": 135130222, + "TP": 177611, + "n_pred": 293929, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8441938458335192, + "FN": 62578, + "FP": 21232, + "IoU": 0.7303939702954053, + "TN": 135134649, + "TP": 227051, + "n_pred": 248283, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8606380117273656, + "FN": 18042, + "FP": 7864, + "IoU": 0.7553683733403841, + "TN": 135339612, + "TP": 79992, + "n_pred": 87856, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8571628980156899, + "FN": 24030, + "FP": 53352, + "IoU": 0.7500306881246649, + "TN": 105444439, + "TP": 232184, + "n_pred": 285536, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3938918659870169, + "FN": 33362, + "FP": 50110, + "IoU": 0.2452461684524617, + "TN": 105643410, + "TP": 27123, + "n_pred": 77233, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7155156622091958, + "FN": 516, + "FP": 1037, + "IoU": 0.5570450656018254, + "TN": 105750499, + "TP": 1953, + "n_pred": 2990, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6707095209217707, + "FN": 1639, + "FP": 1076, + "IoU": 0.5045620437956204, + "TN": 105748525, + "TP": 2765, + "n_pred": 3841, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6536200381232652, + "FN": 32039, + "FP": 19750, + "IoU": 0.4854647697015459, + "TN": 105653353, + "TP": 48863, + "n_pred": 68613, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9382443447417256, + "FN": 17162, + "FP": 6499, + "IoU": 0.8836725663716815, + "TN": 105550605, + "TP": 179739, + "n_pred": 186238, + "n_ref": 196901 + }, + "15": { + "Dice": 0.815647577092511, + "FN": 4788, + "FP": 5674, + "IoU": 0.6886865440695114, + "TN": 105720399, + "TP": 23144, + "n_pred": 28818, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9307075506960447, + "FN": 9716, + "FP": 11603, + "IoU": 0.8703957007289064, + "TN": 105589512, + "TP": 143174, + "n_pred": 154777, + "n_ref": 152890 + }, + "3": { + "Dice": 0.906304798672267, + "FN": 7364, + "FP": 26565, + "IoU": 0.8286630475950006, + "TN": 105555980, + "TP": 164096, + "n_pred": 190661, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6396242527754057, + "FN": 18384, + "FP": 6936, + "IoU": 0.4701820464532329, + "TN": 105706215, + "TP": 22470, + "n_pred": 29406, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7481400354998301, + "FN": 2460, + "FP": 4209, + "IoU": 0.5976227826716544, + "TN": 105737431, + "TP": 9905, + "n_pred": 14114, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9294428201702584, + "FN": 96515, + "FP": 122129, + "IoU": 0.8681860601953781, + "TN": 104095273, + "TP": 1440088, + "n_pred": 1562217, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8359352590994714, + "FN": 19206, + "FP": 78603, + "IoU": 0.7181174978745479, + "TN": 105407020, + "TP": 249176, + "n_pred": 327779, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8042525755001576, + "FN": 3223, + "FP": 38370, + "IoU": 0.672594026984052, + "TN": 105626967, + "TP": 85445, + "n_pred": 123815, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8251295768822835, + "FN": 12959, + "FP": 13256, + "IoU": 0.7023153878473366, + "TN": 105665942, + "TP": 61848, + "n_pred": 75104, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263643456844765, + "FN": 10458, + "FP": 28141, + "IoU": 0.8628293424877573, + "TN": 96856486, + "TP": 242795, + "n_pred": 270936, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8361618825941897, + "FN": 11449, + "FP": 28180, + "IoU": 0.7184520510962388, + "TN": 96997126, + "TP": 101125, + "n_pred": 129305, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7706912688862148, + "FN": 679, + "FP": 1036, + "IoU": 0.626930606917555, + "TN": 97133283, + "TP": 2882, + "n_pred": 3918, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8232763500509453, + "FN": 882, + "FP": 679, + "IoU": 0.699634404464114, + "TN": 97132683, + "TP": 3636, + "n_pred": 4315, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7594997090222193, + "FN": 10092, + "FP": 15117, + "IoU": 0.6122527455624942, + "TN": 97072866, + "TP": 39805, + "n_pred": 54922, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9005082075622418, + "FN": 41822, + "FP": 7375, + "IoU": 0.8190222189523249, + "TN": 96866040, + "TP": 222643, + "n_pred": 230018, + "n_ref": 264465 + }, + "15": { + "Dice": 0.18044736812863224, + "FN": 6133, + "FP": 141375, + "IoU": 0.09917128252731348, + "TN": 96974133, + "TP": 16239, + "n_pred": 157614, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9416866875222286, + "FN": 8264, + "FP": 7804, + "IoU": 0.8897995295150438, + "TN": 96992073, + "TP": 129739, + "n_pred": 137543, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9396601180535193, + "FN": 11051, + "FP": 7881, + "IoU": 0.8861876593084211, + "TN": 96971536, + "TP": 147412, + "n_pred": 155293, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9083985393844549, + "FN": 1375, + "FP": 3893, + "IoU": 0.8321705055911307, + "TN": 97106491, + "TP": 26121, + "n_pred": 30014, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8277201247851277, + "FN": 1632, + "FP": 3780, + "IoU": 0.7060772280454027, + "TN": 97119467, + "TP": 13001, + "n_pred": 16781, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9365370348640748, + "FN": 39747, + "FP": 158203, + "IoU": 0.8806484716130876, + "TN": 95479334, + "TP": 1460596, + "n_pred": 1618799, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9331470244817488, + "FN": 10498, + "FP": 24428, + "IoU": 0.8746725611637804, + "TN": 96859202, + "TP": 243752, + "n_pred": 268180, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9284337128167462, + "FN": 6706, + "FP": 12002, + "IoU": 0.8664267660540633, + "TN": 96997822, + "TP": 121350, + "n_pred": 133352, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8264145504101476, + "FN": 5513, + "FP": 20981, + "IoU": 0.7041792744609819, + "TN": 97048319, + "TP": 63067, + "n_pred": 84048, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9301367461430575, + "FN": 3733, + "FP": 21771, + "IoU": 0.8693977877918886, + "TN": 130571512, + "TP": 169776, + "n_pred": 191547, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7902686202686202, + "FN": 12525, + "FP": 21829, + "IoU": 0.6532595859785824, + "TN": 130667715, + "TP": 64723, + "n_pred": 86552, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7579365079365079, + "FN": 802, + "FP": 1272, + "IoU": 0.610223642172524, + "TN": 130761471, + "TP": 3247, + "n_pred": 4519, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7728563316297559, + "FN": 606, + "FP": 994, + "IoU": 0.6298010180472003, + "TN": 130762470, + "TP": 2722, + "n_pred": 3716, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7720323624034201, + "FN": 16852, + "FP": 9437, + "IoU": 0.6287074176600193, + "TN": 130695988, + "TP": 44515, + "n_pred": 53952, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9038515594717828, + "FN": 6691, + "FP": 25804, + "IoU": 0.8245704012827226, + "TN": 130581561, + "TP": 152736, + "n_pred": 178540, + "n_ref": 159427 + }, + "15": { + "Dice": 0.4214059510457214, + "FN": 3241, + "FP": 66917, + "IoU": 0.26695017083389927, + "TN": 130671085, + "TP": 25549, + "n_pred": 92466, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8994107501234283, + "FN": 26058, + "FP": 5318, + "IoU": 0.8172083729005121, + "TN": 130595143, + "TP": 140273, + "n_pred": 145591, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9007621976981968, + "FN": 6154, + "FP": 29078, + "IoU": 0.8194425226388696, + "TN": 130571663, + "TP": 159897, + "n_pred": 188975, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8741188654662079, + "FN": 3771, + "FP": 3765, + "IoU": 0.7763864573751521, + "TN": 130733091, + "TP": 26165, + "n_pred": 29930, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7119531785507145, + "FN": 11055, + "FP": 5334, + "IoU": 0.5527385858144802, + "TN": 130730149, + "TP": 20254, + "n_pred": 25588, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9637212021838963, + "FN": 31697, + "FP": 66586, + "IoU": 0.9299825531651151, + "TN": 129363099, + "TP": 1305410, + "n_pred": 1371996, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8840848182007218, + "FN": 26766, + "FP": 83051, + "IoU": 0.7922509099439278, + "TN": 130238188, + "TP": 418787, + "n_pred": 501838, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8886725864038111, + "FN": 14295, + "FP": 39804, + "IoU": 0.7996496581760004, + "TN": 130496770, + "TP": 215923, + "n_pred": 255727, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8900253466527509, + "FN": 12488, + "FP": 9640, + "IoU": 0.8018429465652956, + "TN": 130655123, + "TP": 89541, + "n_pred": 99181, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7009962342757984, + "FN": 14413, + "FP": 144628, + "IoU": 0.5396414181178214, + "TN": 71890536, + "TP": 186431, + "n_pred": 331059, + "n_ref": 200844 + }, + "10": { + "Dice": 0.49391361068211687, + "FN": 36918, + "FP": 15841, + "IoU": 0.3279450728625293, + "TN": 72157504, + "TP": 25745, + "n_pred": 41586, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6826149721592081, + "FN": 1032, + "FP": 507, + "IoU": 0.5181590482154039, + "TN": 72232814, + "TP": 1655, + "n_pred": 2162, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6584958217270195, + "FN": 1707, + "FP": 745, + "IoU": 0.4908637873754153, + "TN": 72231192, + "TP": 2364, + "n_pred": 3109, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5449813891868021, + "FN": 35884, + "FP": 21816, + "IoU": 0.37455286491642636, + "TN": 72143754, + "TP": 34554, + "n_pred": 56370, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1401182944023944, + "FN": 18790, + "FP": 656936, + "IoU": 0.07533720772707556, + "TN": 71505227, + "TP": 55055, + "n_pred": 711991, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3367896482888369, + "FN": 4865, + "FP": 87495, + "IoU": 0.20249371821329581, + "TN": 72120197, + "TP": 23451, + "n_pred": 110946, + "n_ref": 28316 + }, + "2": { + "Dice": 0.4329415822003804, + "FN": 87123, + "FP": 18110, + "IoU": 0.2762766067191637, + "TN": 72090603, + "TP": 40172, + "n_pred": 58282, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7528524436090226, + "FN": 8039, + "FP": 97147, + "IoU": 0.6036594785845897, + "TN": 71970615, + "TP": 160207, + "n_pred": 257354, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 42678, + "IoU": 0.0, + "TN": 72193330, + "TP": 0, + "n_pred": 42678, + "n_ref": 0 + }, + "5": { + "Dice": 0.8168786593983445, + "FN": 135, + "FP": 3493, + "IoU": 0.6904436860068259, + "TN": 72224288, + "TP": 8092, + "n_pred": 11585, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7823340252004839, + "FN": 324690, + "FP": 335879, + "IoU": 0.6424865614967127, + "TN": 70388332, + "TP": 1187107, + "n_pred": 1522986, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5408905406202573, + "FN": 87110, + "FP": 340943, + "IoU": 0.37069908439232935, + "TN": 71555804, + "TP": 252151, + "n_pred": 593094, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9270097742919904, + "FN": 4699, + "FP": 5203, + "IoU": 0.8639498777170179, + "TN": 72163226, + "TP": 62880, + "n_pred": 68083, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7291089019634364, + "FN": 17276, + "FP": 6758, + "IoU": 0.5736989605874632, + "TN": 72179630, + "TP": 32344, + "n_pred": 39102, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7563597827002025, + "FN": 12625, + "FP": 36574, + "IoU": 0.6081821512192791, + "TN": 52427554, + "TP": 76367, + "n_pred": 112941, + "n_ref": 88992 + }, + "10": { + "Dice": 0.39292351979430135, + "FN": 33125, + "FP": 10318, + "IoU": 0.2444958436228305, + "TN": 52495618, + "TP": 14059, + "n_pred": 24377, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 21, + "IoU": 0.0, + "TN": 52551057, + "TP": 0, + "n_pred": 21, + "n_ref": 2042 + }, + "12": { + "Dice": 0.17745060054242542, + "FN": 3608, + "FP": 638, + "IoU": 0.09736394557823129, + "TN": 52548416, + "TP": 458, + "n_pred": 1096, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4855021552133376, + "FN": 8831, + "FP": 18264, + "IoU": 0.3205697234133253, + "TN": 52513241, + "TP": 12784, + "n_pred": 31048, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3896487028530763, + "FN": 40780, + "FP": 6391, + "IoU": 0.241965031818474, + "TN": 52490892, + "TP": 15057, + "n_pred": 21448, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1929835980213486, + "FN": 16374, + "FP": 58020, + "IoU": 0.10679681590606202, + "TN": 52469831, + "TP": 8895, + "n_pred": 66915, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6515094247333105, + "FN": 61818, + "FP": 16553, + "IoU": 0.4831397687777404, + "TN": 52401491, + "TP": 73258, + "n_pred": 89811, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8161553953274175, + "FN": 24353, + "FP": 29141, + "IoU": 0.6894109177049828, + "TN": 52380886, + "TP": 118740, + "n_pred": 147881, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1307, + "IoU": 0.0, + "TN": 52549933, + "TP": 0, + "n_pred": 1307, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8155551023183085, + "FN": 284, + "FP": 2429, + "IoU": 0.6885547009528182, + "TN": 52544409, + "TP": 5998, + "n_pred": 8427, + "n_ref": 6282 + }, + "6": { + "Dice": 0.934437462754073, + "FN": 50751, + "FP": 50574, + "IoU": 0.8769428635969483, + "TN": 51729722, + "TP": 722073, + "n_pred": 772647, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6327996403740921, + "FN": 99453, + "FP": 9188, + "IoU": 0.46284338350177007, + "TN": 52350868, + "TP": 93611, + "n_pred": 102799, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8940924867015251, + "FN": 10200, + "FP": 1487, + "IoU": 0.8084694931087039, + "TN": 52492101, + "TP": 49332, + "n_pred": 50819, + "n_ref": 59532 + }, + "9": { + "Dice": 0.865336851909345, + "FN": 11196, + "FP": 9624, + "IoU": 0.7626376633148643, + "TN": 52465406, + "TP": 66894, + "n_pred": 76518, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8698104275803261, + "FN": 15269, + "FP": 67787, + "IoU": 0.7696146282062306, + "TN": 143776741, + "TP": 277453, + "n_pred": 345240, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7589791955617199, + "FN": 29876, + "FP": 13568, + "IoU": 0.6115765286507461, + "TN": 144025403, + "TP": 68403, + "n_pred": 81971, + "n_ref": 98279 + }, + "11": { + "Dice": 0.692247995171165, + "FN": 2605, + "FP": 964, + "IoU": 0.5293419490966635, + "TN": 144129667, + "TP": 4014, + "n_pred": 4978, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6892644516996351, + "FN": 2057, + "FP": 1179, + "IoU": 0.5258608058608059, + "TN": 144130425, + "TP": 3589, + "n_pred": 4768, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8170355220251992, + "FN": 19612, + "FP": 18318, + "IoU": 0.6906678410360547, + "TN": 144014631, + "TP": 84689, + "n_pred": 103007, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9525047176622303, + "FN": 27488, + "FP": 10668, + "IoU": 0.9093164749500903, + "TN": 143716490, + "TP": 382604, + "n_pred": 393272, + "n_ref": 410092 + }, + "15": { + "Dice": 0.45599273214942354, + "FN": 1585, + "FP": 48715, + "IoU": 0.29533069023969966, + "TN": 144065869, + "TP": 21081, + "n_pred": 69796, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9604472346353554, + "FN": 5320, + "FP": 5611, + "IoU": 0.9239042659835153, + "TN": 143993602, + "TP": 132717, + "n_pred": 138328, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9599197759738289, + "FN": 8116, + "FP": 5753, + "IoU": 0.9229285912753543, + "TN": 143957300, + "TP": 166081, + "n_pred": 171834, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9233730937641552, + "FN": 2246, + "FP": 5874, + "IoU": 0.8576537409718814, + "TN": 144080206, + "TP": 48924, + "n_pred": 54798, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7780719983910974, + "FN": 8919, + "FP": 4323, + "IoU": 0.6367576464133864, + "TN": 144100795, + "TP": 23213, + "n_pred": 27536, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8992807810994824, + "FN": 36711, + "FP": 259389, + "IoU": 0.8169938033768074, + "TN": 142519272, + "TP": 1321878, + "n_pred": 1581267, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8711161024653725, + "FN": 21015, + "FP": 46465, + "IoU": 0.7716613766639822, + "TN": 143841724, + "TP": 228046, + "n_pred": 274511, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8623414040915602, + "FN": 17808, + "FP": 49656, + "IoU": 0.7579966496037995, + "TN": 143858477, + "TP": 211309, + "n_pred": 260965, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8837905185971936, + "FN": 7921, + "FP": 14837, + "IoU": 0.7917783653714192, + "TN": 144027953, + "TP": 86539, + "n_pred": 101376, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8998304364399539, + "FN": 8641, + "FP": 37083, + "IoU": 0.817901591031283, + "TN": 111527825, + "TP": 205371, + "n_pred": 242454, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6261803575193351, + "FN": 17786, + "FP": 15903, + "IoU": 0.45579517001857683, + "TN": 111717015, + "TP": 28216, + "n_pred": 44119, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7148654742221554, + "FN": 1417, + "FP": 480, + "IoU": 0.5562573099415205, + "TN": 111774645, + "TP": 2378, + "n_pred": 2858, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7177356530771228, + "FN": 1896, + "FP": 278, + "IoU": 0.5597407857432158, + "TN": 111773982, + "TP": 2764, + "n_pred": 3042, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7389310669174953, + "FN": 8950, + "FP": 22136, + "IoU": 0.5859561262137215, + "TN": 111703841, + "TP": 43993, + "n_pred": 66129, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6660829047569992, + "FN": 7921, + "FP": 76355, + "IoU": 0.4993435552572016, + "TN": 111610589, + "TP": 84055, + "n_pred": 160410, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2606967761105334, + "FN": 3713, + "FP": 36097, + "IoU": 0.14988575455380213, + "TN": 111732091, + "TP": 7019, + "n_pred": 43116, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9062345315873086, + "FN": 31466, + "FP": 4715, + "IoU": 0.8285455682765941, + "TN": 111567896, + "TP": 174843, + "n_pred": 179558, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7855836794399603, + "FN": 3290, + "FP": 29544, + "IoU": 0.6468816880505038, + "TN": 111685937, + "TP": 60149, + "n_pred": 89693, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8792219274977896, + "FN": 1277, + "FP": 3504, + "IoU": 0.7844745976648785, + "TN": 111756737, + "TP": 17402, + "n_pred": 20906, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6136140162688836, + "FN": 12687, + "FP": 4603, + "IoU": 0.4425996969599278, + "TN": 111747901, + "TP": 13729, + "n_pred": 18332, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9631644059057582, + "FN": 46690, + "FP": 44184, + "IoU": 0.9289461235627803, + "TN": 110499975, + "TP": 1188071, + "n_pred": 1232255, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8158078433681236, + "FN": 44388, + "FP": 43216, + "IoU": 0.6889150876395557, + "TN": 111497312, + "TP": 194004, + "n_pred": 237220, + "n_ref": 238392 + }, + "8": { + "Dice": 0.842142253952943, + "FN": 42394, + "FP": 45651, + "IoU": 0.7273279095191346, + "TN": 111456023, + "TP": 234852, + "n_pred": 280503, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8406955408855544, + "FN": 15964, + "FP": 8433, + "IoU": 0.7251723516424098, + "TN": 111690148, + "TP": 64375, + "n_pred": 72808, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.811610299996244, + "FN": 14145, + "FP": 56075, + "IoU": 0.6829496250208823, + "TN": 198866396, + "TP": 151259, + "n_pred": 207334, + "n_ref": 165404 + }, + "10": { + "Dice": 0.706062054001551, + "FN": 18058, + "FP": 19467, + "IoU": 0.545669176937792, + "TN": 199005281, + "TP": 45069, + "n_pred": 64536, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7705942506533349, + "FN": 1044, + "FP": 975, + "IoU": 0.6268022181146026, + "TN": 199082465, + "TP": 3391, + "n_pred": 4366, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7096273291925466, + "FN": 1050, + "FP": 820, + "IoU": 0.5499398315282792, + "TN": 199083720, + "TP": 2285, + "n_pred": 3105, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4127803073862842, + "FN": 22313, + "FP": 15474, + "IoU": 0.2600650113574058, + "TN": 199036807, + "TP": 13281, + "n_pred": 28755, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6914715927504799, + "FN": 19211, + "FP": 5541, + "IoU": 0.5284345291394388, + "TN": 199035386, + "TP": 27737, + "n_pred": 33278, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8396700637045791, + "FN": 34834, + "FP": 4780, + "IoU": 0.7236476776470917, + "TN": 198944529, + "TP": 103732, + "n_pred": 108512, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9365555064396011, + "FN": 4575, + "FP": 12361, + "IoU": 0.8806811376718168, + "TN": 198945936, + "TP": 125003, + "n_pred": 137364, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9531792452146435, + "FN": 7318, + "FP": 5602, + "IoU": 0.9105467587047281, + "TN": 198943442, + "TP": 131513, + "n_pred": 137115, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7983454526293603, + "FN": 1969, + "FP": 5685, + "IoU": 0.6643718482788862, + "TN": 199065070, + "TP": 15151, + "n_pred": 20836, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7079308864563211, + "FN": 6875, + "FP": 4011, + "IoU": 0.5479048133228124, + "TN": 199063796, + "TP": 13193, + "n_pred": 17204, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9350913081781667, + "FN": 90400, + "FP": 57398, + "IoU": 0.8780952915112594, + "TN": 197875469, + "TP": 1064608, + "n_pred": 1122006, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8140184209001912, + "FN": 15652, + "FP": 48560, + "IoU": 0.6863668333854329, + "TN": 198883139, + "TP": 140524, + "n_pred": 189084, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8738778501694613, + "FN": 10449, + "FP": 20698, + "IoU": 0.776006270990198, + "TN": 198948822, + "TP": 107906, + "n_pred": 128604, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9108394049860589, + "FN": 8827, + "FP": 9688, + "IoU": 0.8362764950878527, + "TN": 198974788, + "TP": 94572, + "n_pred": 104260, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8913796292490443, + "FN": 10884, + "FP": 31398, + "IoU": 0.804044064827388, + "TN": 130859419, + "TP": 173491, + "n_pred": 204889, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7765240793674674, + "FN": 13040, + "FP": 27067, + "IoU": 0.6346868510219696, + "TN": 130965404, + "TP": 69681, + "n_pred": 96748, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7016759776536313, + "FN": 931, + "FP": 1739, + "IoU": 0.540447504302926, + "TN": 131069382, + "TP": 3140, + "n_pred": 4879, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7439184415060058, + "FN": 950, + "FP": 1587, + "IoU": 0.5922532947605271, + "TN": 131068970, + "TP": 3685, + "n_pred": 5272, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5742589826244202, + "FN": 42682, + "FP": 27713, + "IoU": 0.40277930958420644, + "TN": 130957321, + "TP": 47476, + "n_pred": 75189, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3929651433828535, + "FN": 8987, + "FP": 138154, + "IoU": 0.24452807713832425, + "TN": 130880425, + "TP": 47626, + "n_pred": 185780, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4365401632497788, + "FN": 1186, + "FP": 66947, + "IoU": 0.2792141844571864, + "TN": 130980666, + "TP": 26393, + "n_pred": 93340, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9145430355132536, + "FN": 8344, + "FP": 20046, + "IoU": 0.8425419573826136, + "TN": 130894890, + "TP": 151912, + "n_pred": 171958, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7296230768603599, + "FN": 11092, + "FP": 121556, + "IoU": 0.5743359026525386, + "TN": 130763566, + "TP": 178978, + "n_pred": 300534, + "n_ref": 190070 + }, + "4": { + "Dice": 0.9063710087251541, + "FN": 9765, + "FP": 3316, + "IoU": 0.8287737577883659, + "TN": 130998796, + "TP": 63315, + "n_pred": 66631, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7956001013134566, + "FN": 3705, + "FP": 1944, + "IoU": 0.6605780207895211, + "TN": 131058549, + "TP": 10994, + "n_pred": 12938, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8735546829997382, + "FN": 38661, + "FP": 375116, + "IoU": 0.7754967505444696, + "TN": 129232114, + "TP": 1429301, + "n_pred": 1804417, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7093649703510354, + "FN": 116649, + "FP": 424598, + "IoU": 0.5496247614974259, + "TN": 129873423, + "TP": 660522, + "n_pred": 1085120, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9204935276614294, + "FN": 6767, + "FP": 14208, + "IoU": 0.852698479581446, + "TN": 130932797, + "TP": 121420, + "n_pred": 135628, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7315773044877182, + "FN": 19841, + "FP": 13696, + "IoU": 0.5767614432287131, + "TN": 130995953, + "TP": 45702, + "n_pred": 59398, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7869318925386528, + "FN": 5077, + "FP": 108891, + "IoU": 0.64871204485419, + "TN": 101292771, + "TP": 210461, + "n_pred": 319352, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8037949899866862, + "FN": 9901, + "FP": 7636, + "IoU": 0.6719542078976412, + "TN": 101563741, + "TP": 35922, + "n_pred": 43558, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8607247796278159, + "FN": 565, + "FP": 857, + "IoU": 0.7555020632737276, + "TN": 101611384, + "TP": 4394, + "n_pred": 5251, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8390839083908391, + "FN": 1295, + "FP": 314, + "IoU": 0.7227773949000689, + "TN": 101611396, + "TP": 4195, + "n_pred": 4509, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7652731722150625, + "FN": 7235, + "FP": 25185, + "IoU": 0.6197914834230495, + "TN": 101531931, + "TP": 52849, + "n_pred": 78034, + "n_ref": 60084 + }, + "14": { + "Dice": 0.882653989793467, + "FN": 1148, + "FP": 14971, + "IoU": 0.7899558254388137, + "TN": 101540459, + "TP": 60622, + "n_pred": 75593, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7535757100974493, + "FN": 1522, + "FP": 19239, + "IoU": 0.6045900390439006, + "TN": 101564695, + "TP": 31744, + "n_pred": 50983, + "n_ref": 33266 + }, + "2": { + "Dice": 0.846112604085307, + "FN": 44514, + "FP": 1984, + "IoU": 0.7332713807958606, + "TN": 101442873, + "TP": 127829, + "n_pred": 129813, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8797525098255893, + "FN": 4197, + "FP": 41941, + "IoU": 0.7853197775864876, + "TN": 101402285, + "TP": 168777, + "n_pred": 210718, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2873576202579309, + "FN": 950, + "FP": 74754, + "IoU": 0.1677861202414062, + "TN": 101526233, + "TP": 15263, + "n_pred": 90017, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7915037478443492, + "FN": 7193, + "FP": 5018, + "IoU": 0.6549492780242449, + "TN": 101581811, + "TP": 23178, + "n_pred": 28196, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8843889039346926, + "FN": 219321, + "FP": 124322, + "IoU": 0.7927394295860615, + "TN": 99959176, + "TP": 1314381, + "n_pred": 1438703, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8881545609108088, + "FN": 52759, + "FP": 41707, + "IoU": 0.7988111743646428, + "TN": 101147661, + "TP": 375073, + "n_pred": 416780, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9369923042833715, + "FN": 23682, + "FP": 4327, + "IoU": 0.8814539236723932, + "TN": 101380929, + "TP": 208262, + "n_pred": 212589, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9310089422816367, + "FN": 3694, + "FP": 7763, + "IoU": 0.8709230405245547, + "TN": 101528439, + "TP": 77304, + "n_pred": 85067, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9472864129999858, + "FN": 10356, + "FP": 12040, + "IoU": 0.8998519869963199, + "TN": 118958583, + "TP": 201233, + "n_pred": 213273, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8035498184751916, + "FN": 16008, + "FP": 15647, + "IoU": 0.6716115981119353, + "TN": 119085817, + "TP": 64740, + "n_pred": 80387, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6922782386726228, + "FN": 1326, + "FP": 1085, + "IoU": 0.5293773179777475, + "TN": 119177089, + "TP": 2712, + "n_pred": 3797, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6294830571357902, + "FN": 1590, + "FP": 1406, + "IoU": 0.4593033748420863, + "TN": 119176671, + "TP": 2545, + "n_pred": 3951, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7345815376815268, + "FN": 2649, + "FP": 19338, + "IoU": 0.5805048365863431, + "TN": 119129799, + "TP": 30426, + "n_pred": 49764, + "n_ref": 33075 + }, + "14": { + "Dice": 0.35904947644198176, + "FN": 44419, + "FP": 32156, + "IoU": 0.218805790477745, + "TN": 119084189, + "TP": 21448, + "n_pred": 53604, + "n_ref": 65867 + }, + "15": { + "Dice": 0.1400214916708146, + "FN": 5670, + "FP": 179197, + "IoU": 0.07528124171531185, + "TN": 118982295, + "TP": 15050, + "n_pred": 194247, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9410171782010966, + "FN": 12439, + "FP": 10257, + "IoU": 0.8886047618813898, + "TN": 118978469, + "TP": 181047, + "n_pred": 191304, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9132054106613168, + "FN": 11512, + "FP": 23747, + "IoU": 0.8402741600112346, + "TN": 118961465, + "TP": 185488, + "n_pred": 209235, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8568067226890757, + "FN": 5102, + "FP": 7678, + "IoU": 0.7494854454572185, + "TN": 119131197, + "TP": 38235, + "n_pred": 45913, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8811985281233573, + "FN": 2635, + "FP": 1433, + "IoU": 0.7876272513703994, + "TN": 119163057, + "TP": 15087, + "n_pred": 16520, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9523966219442228, + "FN": 57328, + "FP": 110772, + "IoU": 0.909119464383318, + "TN": 117332531, + "TP": 1681581, + "n_pred": 1792353, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8969152165478205, + "FN": 22543, + "FP": 40689, + "IoU": 0.8130972614279591, + "TN": 118843897, + "TP": 275083, + "n_pred": 315772, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9593602168100371, + "FN": 2870, + "FP": 3848, + "IoU": 0.9218946193554388, + "TN": 119096200, + "TP": 79294, + "n_pred": 83142, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9426020408163265, + "FN": 5709, + "FP": 4011, + "IoU": 0.8914354644149578, + "TN": 119092680, + "TP": 79812, + "n_pred": 83823, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78199, + "IoU": 0.0, + "TN": 61254281, + "TP": 0, + "n_pred": 78199, + "n_ref": 0 + }, + "10": { + "Dice": 0.7518193035026314, + "FN": 4571, + "FP": 15141, + "IoU": 0.6023321027254938, + "TN": 61282911, + "TP": 29857, + "n_pred": 44998, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8442411447337556, + "FN": 265, + "FP": 1063, + "IoU": 0.7304647858737568, + "TN": 61327553, + "TP": 3599, + "n_pred": 4662, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6941635799379318, + "FN": 1383, + "FP": 1672, + "IoU": 0.5315854032505366, + "TN": 61325958, + "TP": 3467, + "n_pred": 5139, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5615752212389381, + "FN": 20967, + "FP": 28575, + "IoU": 0.39040986329687094, + "TN": 61251209, + "TP": 31729, + "n_pred": 60304, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9387130313158536, + "FN": 18226, + "FP": 14725, + "IoU": 0.8845044356661912, + "TN": 61047179, + "TP": 252350, + "n_pred": 267075, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7961383609680073, + "FN": 15473, + "FP": 26908, + "IoU": 0.6613204833141542, + "TN": 61207344, + "TP": 82755, + "n_pred": 109663, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8767500620619532, + "FN": 32033, + "FP": 4210, + "IoU": 0.7805476167409416, + "TN": 61167328, + "TP": 128909, + "n_pred": 133119, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8687244951344564, + "FN": 4109, + "FP": 33529, + "IoU": 0.767915942136224, + "TN": 61170306, + "TP": 124536, + "n_pred": 158065, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9381423174526623, + "FN": 1339, + "FP": 4048, + "IoU": 0.8834915760105543, + "TN": 61286243, + "TP": 40850, + "n_pred": 44898, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7589192274759775, + "FN": 595, + "FP": 4473, + "IoU": 0.6114986584898429, + "TN": 61319435, + "TP": 7977, + "n_pred": 12450, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9573729160604131, + "FN": 26653, + "FP": 78376, + "IoU": 0.9182313895424247, + "TN": 60048014, + "TP": 1179437, + "n_pred": 1257813, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.58946000163184, + "FN": 99472, + "FP": 46445, + "IoU": 0.41789669368736837, + "TN": 61081808, + "TP": 104755, + "n_pred": 151200, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9409218369775131, + "FN": 3527, + "FP": 6354, + "IoU": 0.8884347443178611, + "TN": 61243913, + "TP": 78686, + "n_pred": 85040, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8473833521691999, + "FN": 8264, + "FP": 11587, + "IoU": 0.7351822947932926, + "TN": 61257519, + "TP": 55110, + "n_pred": 66697, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977209223080418, + "FN": 5089, + "FP": 2937, + "IoU": 0.9554341368070941, + "TN": 148927407, + "TP": 172067, + "n_pred": 175004, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8132033842788012, + "FN": 7011, + "FP": 23214, + "IoU": 0.685208715214131, + "TN": 149011484, + "TP": 65791, + "n_pred": 89005, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8350838400589644, + "FN": 338, + "FP": 557, + "IoU": 0.7168617526099336, + "TN": 149104339, + "TP": 2266, + "n_pred": 2823, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6724795640326976, + "FN": 863, + "FP": 339, + "IoU": 0.506568144499179, + "TN": 149105064, + "TP": 1234, + "n_pred": 1573, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7219885549091857, + "FN": 23429, + "FP": 23501, + "IoU": 0.5649312122223459, + "TN": 148999632, + "TP": 60938, + "n_pred": 84439, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8530999186322514, + "FN": 4472, + "FP": 26039, + "IoU": 0.7438310734226103, + "TN": 148988395, + "TP": 88594, + "n_pred": 114633, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7543944629228965, + "FN": 3001, + "FP": 19816, + "IoU": 0.6056447570818715, + "TN": 149049641, + "TP": 35042, + "n_pred": 54858, + "n_ref": 38043 + }, + "2": { + "Dice": 0.882403699233722, + "FN": 3100, + "FP": 37921, + "IoU": 0.789554957034757, + "TN": 148912575, + "TP": 153904, + "n_pred": 191825, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7489385434657455, + "FN": 18457, + "FP": 9453, + "IoU": 0.5986424883878112, + "TN": 149037961, + "TP": 41629, + "n_pred": 51082, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9310141845318345, + "FN": 1318, + "FP": 2315, + "IoU": 0.8709322154327128, + "TN": 149079352, + "TP": 24515, + "n_pred": 26830, + "n_ref": 25833 + }, + "5": { + "Dice": 0.43898971499655687, + "FN": 23835, + "FP": 1420, + "IoU": 0.28122153916211295, + "TN": 149072364, + "TP": 9881, + "n_pred": 11301, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9731615378726125, + "FN": 25619, + "FP": 33975, + "IoU": 0.9477260287430528, + "TN": 147967468, + "TP": 1080438, + "n_pred": 1114413, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8944904058638474, + "FN": 24779, + "FP": 34282, + "IoU": 0.809120436953606, + "TN": 148798085, + "TP": 250354, + "n_pred": 284636, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9163541418377991, + "FN": 19544, + "FP": 18707, + "IoU": 0.8456214130619032, + "TN": 148859726, + "TP": 209523, + "n_pred": 228230, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9048503808003039, + "FN": 11271, + "FP": 4758, + "IoU": 0.8262344842538891, + "TN": 149015255, + "TP": 76216, + "n_pred": 80974, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8615525116012761, + "FN": 91523, + "FP": 44612, + "IoU": 0.7567784376362298, + "TN": 100153084, + "TP": 423581, + "n_pred": 468193, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4519692210688556, + "FN": 19117, + "FP": 27818, + "IoU": 0.29196397592360723, + "TN": 100646511, + "TP": 19354, + "n_pred": 47172, + "n_ref": 38471 + }, + "11": { + "Dice": 0.4924251755142259, + "FN": 1482, + "FP": 2639, + "IoU": 0.3266339869281046, + "TN": 100706680, + "TP": 1999, + "n_pred": 4638, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6860706860706861, + "FN": 1913, + "FP": 1711, + "IoU": 0.5221518987341772, + "TN": 100705216, + "TP": 3960, + "n_pred": 5671, + "n_ref": 5873 + }, + "13": { + "Dice": 0.07611674300059407, + "FN": 37169, + "FP": 11042, + "IoU": 0.03956411737753252, + "TN": 100662603, + "TP": 1986, + "n_pred": 13028, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5569751554958644, + "FN": 9991, + "FP": 218935, + "IoU": 0.38597752326797735, + "TN": 100339970, + "TP": 143904, + "n_pred": 362839, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8378437705791966, + "FN": 1753, + "FP": 34444, + "IoU": 0.7209390178089584, + "TN": 100583090, + "TP": 93513, + "n_pred": 127957, + "n_ref": 95266 + }, + "2": { + "Dice": 0.48937762057427386, + "FN": 156299, + "FP": 4088, + "IoU": 0.3239576132589233, + "TN": 100475556, + "TP": 76857, + "n_pred": 80945, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7015779905145219, + "FN": 11892, + "FP": 168505, + "IoU": 0.5403312523888394, + "TN": 100320350, + "TP": 212053, + "n_pred": 380558, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5831508652149675, + "FN": 6917, + "FP": 65616, + "IoU": 0.4115828925593017, + "TN": 100589532, + "TP": 50735, + "n_pred": 116351, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6766381242879718, + "FN": 7267, + "FP": 1532, + "IoU": 0.5113024159955568, + "TN": 100694795, + "TP": 9206, + "n_pred": 10738, + "n_ref": 16473 + }, + "6": { + "Dice": 0.7070211163932559, + "FN": 737194, + "FP": 374096, + "IoU": 0.546815671436978, + "TN": 98260619, + "TP": 1340891, + "n_pred": 1714987, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.646921985573871, + "FN": 20457, + "FP": 145287, + "IoU": 0.47811137175874174, + "TN": 100395215, + "TP": 151841, + "n_pred": 297128, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9362699802783103, + "FN": 4168, + "FP": 9695, + "IoU": 0.8801763256839102, + "TN": 100597105, + "TP": 101832, + "n_pred": 111527, + "n_ref": 106000 + }, + "9": { + "Dice": 0.805555295593011, + "FN": 15779, + "FP": 25775, + "IoU": 0.6744182402256522, + "TN": 100585170, + "TP": 86076, + "n_pred": 111851, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8805669175861318, + "FN": 979, + "FP": 19869, + "IoU": 0.7866186299294802, + "TN": 78852997, + "TP": 76855, + "n_pred": 96724, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6856190773716547, + "FN": 15900, + "FP": 5233, + "IoU": 0.5216289019172873, + "TN": 78906523, + "TP": 23044, + "n_pred": 28277, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6305483028720626, + "FN": 402, + "FP": 730, + "IoU": 0.4604385128693994, + "TN": 78948602, + "TP": 966, + "n_pred": 1696, + "n_ref": 1368 + }, + "12": { + "Dice": 0.44049459041731065, + "FN": 1705, + "FP": 467, + "IoU": 0.28245787908820613, + "TN": 78947673, + "TP": 855, + "n_pred": 1322, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4392231311526114, + "FN": 38814, + "FP": 13765, + "IoU": 0.281413147464808, + "TN": 78877530, + "TP": 20591, + "n_pred": 34356, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3945892555203991, + "FN": 15484, + "FP": 20679, + "IoU": 0.2457871026945858, + "TN": 78902752, + "TP": 11785, + "n_pred": 32464, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9095097707537899, + "FN": 2663, + "FP": 8571, + "IoU": 0.8340375240065002, + "TN": 78883010, + "TP": 56456, + "n_pred": 65027, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8723200208059037, + "FN": 19622, + "FP": 3943, + "IoU": 0.7735528136531366, + "TN": 78846636, + "TP": 80499, + "n_pred": 84442, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8584114761224616, + "FN": 1739, + "FP": 25621, + "IoU": 0.7519447315454496, + "TN": 78840402, + "TP": 82938, + "n_pred": 108559, + "n_ref": 84677 + }, + "4": { + "Dice": 0.798814604077762, + "FN": 281, + "FP": 8205, + "IoU": 0.6650219081830024, + "TN": 78925367, + "TP": 16847, + "n_pred": 25052, + "n_ref": 17128 + }, + "5": { + "Dice": 0.45875691945023256, + "FN": 23900, + "FP": 1815, + "IoU": 0.29765383880042606, + "TN": 78914087, + "TP": 10898, + "n_pred": 12713, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9457572025343779, + "FN": 36723, + "FP": 40173, + "IoU": 0.8970961953052548, + "TN": 78203439, + "TP": 670365, + "n_pred": 710538, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7657082120745866, + "FN": 239883, + "FP": 54611, + "IoU": 0.6203623969349923, + "TN": 78174976, + "TP": 481230, + "n_pred": 535841, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7791020791961096, + "FN": 109053, + "FP": 16865, + "IoU": 0.6381385912125366, + "TN": 78602727, + "TP": 222055, + "n_pred": 238920, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7481969851734918, + "FN": 20790, + "FP": 3615, + "IoU": 0.5976954651105286, + "TN": 78890037, + "TP": 36258, + "n_pred": 39873, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8998983708155898, + "FN": 3869, + "FP": 28241, + "IoU": 0.8180138515772889, + "TN": 104827998, + "TP": 144332, + "n_pred": 172573, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7364214996626622, + "FN": 16831, + "FP": 33566, + "IoU": 0.5828062913907285, + "TN": 104883640, + "TP": 70403, + "n_pred": 103969, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8945413618458076, + "FN": 357, + "FP": 580, + "IoU": 0.8092038281409082, + "TN": 104999529, + "TP": 3974, + "n_pred": 4554, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7648690292758089, + "FN": 1110, + "FP": 1179, + "IoU": 0.6192614770459082, + "TN": 104998428, + "TP": 3723, + "n_pred": 4902, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8749532651056684, + "FN": 8782, + "FP": 10951, + "IoU": 0.7777039281731235, + "TN": 104915671, + "TP": 69036, + "n_pred": 79987, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9512840897307386, + "FN": 1278, + "FP": 5769, + "IoU": 0.907094171467746, + "TN": 104928589, + "TP": 68804, + "n_pred": 74573, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6916709777547853, + "FN": 2968, + "FP": 16104, + "IoU": 0.5286674574930803, + "TN": 104963976, + "TP": 21392, + "n_pred": 37496, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8902303184825928, + "FN": 29689, + "FP": 5098, + "IoU": 0.802175742686866, + "TN": 104828592, + "TP": 141061, + "n_pred": 146159, + "n_ref": 170750 + }, + "3": { + "Dice": 0.894385122975405, + "FN": 4449, + "FP": 30763, + "IoU": 0.8089481622953132, + "TN": 104820134, + "TP": 149094, + "n_pred": 179857, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1792, + "IoU": 0.0, + "TN": 105002648, + "TP": 0, + "n_pred": 1792, + "n_ref": 0 + }, + "5": { + "Dice": 0.75213539516718, + "FN": 6393, + "FP": 9219, + "IoU": 0.6027379831547877, + "TN": 104965141, + "TP": 23687, + "n_pred": 32906, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9574993047567281, + "FN": 23923, + "FP": 83667, + "IoU": 0.9184639483940983, + "TN": 103684901, + "TP": 1211949, + "n_pred": 1295616, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8507964410726127, + "FN": 9392, + "FP": 68016, + "IoU": 0.7403357172568331, + "TN": 104706332, + "TP": 220700, + "n_pred": 288716, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9381965986890751, + "FN": 38184, + "FP": 5029, + "IoU": 0.8835878633754213, + "TN": 104633233, + "TP": 327994, + "n_pred": 333023, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9177342215389871, + "FN": 7588, + "FP": 7824, + "IoU": 0.8479749057981022, + "TN": 104903062, + "TP": 85966, + "n_pred": 93790, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9228047975098024, + "FN": 18492, + "FP": 48368, + "IoU": 0.8566736979300646, + "TN": 177209800, + "TP": 399628, + "n_pred": 447996, + "n_ref": 418120 + }, + "10": { + "Dice": 0.500257719102805, + "FN": 41874, + "FP": 18238, + "IoU": 0.3335624563465227, + "TN": 177586089, + "TP": 30087, + "n_pred": 48325, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8339138006094906, + "FN": 912, + "FP": 614, + "IoU": 0.71513907037521, + "TN": 177670931, + "TP": 3831, + "n_pred": 4445, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7873383860900579, + "FN": 783, + "FP": 1602, + "IoU": 0.649264705882353, + "TN": 177669488, + "TP": 4415, + "n_pred": 6017, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8339711196149282, + "FN": 14536, + "FP": 10368, + "IoU": 0.7152233822369098, + "TN": 177588837, + "TP": 62547, + "n_pred": 72915, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8243620302068388, + "FN": 3270, + "FP": 27826, + "IoU": 0.7012039857405041, + "TN": 177572217, + "TP": 72975, + "n_pred": 100801, + "n_ref": 76245 + }, + "15": { + "Dice": 0.2003625456686071, + "FN": 1726, + "FP": 169430, + "IoU": 0.11133494981801567, + "TN": 177483689, + "TP": 21443, + "n_pred": 190873, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9688079817959041, + "FN": 6811, + "FP": 6554, + "IoU": 0.9395029875067897, + "TN": 177455368, + "TP": 207555, + "n_pred": 214109, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9681566359746573, + "FN": 7475, + "FP": 5653, + "IoU": 0.9382786862123762, + "TN": 177463590, + "TP": 199570, + "n_pred": 205223, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9210910793060895, + "FN": 1965, + "FP": 3598, + "IoU": 0.8537245930951066, + "TN": 177638257, + "TP": 32468, + "n_pred": 36066, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7525293190967968, + "FN": 9685, + "FP": 4453, + "IoU": 0.6032440927204356, + "TN": 177640654, + "TP": 21496, + "n_pred": 25949, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9293759227616872, + "FN": 105019, + "FP": 153432, + "IoU": 0.8680693275262622, + "TN": 175717297, + "TP": 1700540, + "n_pred": 1853972, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8175948345439871, + "FN": 14650, + "FP": 143098, + "IoU": 0.6914675767918089, + "TN": 177165003, + "TP": 353537, + "n_pred": 496635, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8774496383602545, + "FN": 11952, + "FP": 40421, + "IoU": 0.7816572586360718, + "TN": 177436422, + "TP": 187493, + "n_pred": 227914, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9389826882144846, + "FN": 7951, + "FP": 8590, + "IoU": 0.8849833813119724, + "TN": 177532474, + "TP": 127273, + "n_pred": 135863, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687589181388887, + "FN": 7147, + "FP": 4457, + "IoU": 0.9394107112088096, + "TN": 193814016, + "TP": 179915, + "n_pred": 184372, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9040748393021121, + "FN": 8283, + "FP": 8431, + "IoU": 0.8249421326602219, + "TN": 193910058, + "TP": 78763, + "n_pred": 87194, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8018433179723502, + "FN": 763, + "FP": 398, + "IoU": 0.6692307692307692, + "TN": 194002025, + "TP": 2349, + "n_pred": 2747, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8195693649495776, + "FN": 943, + "FP": 381, + "IoU": 0.6942969291156776, + "TN": 194001204, + "TP": 3007, + "n_pred": 3388, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8148372422756542, + "FN": 11706, + "FP": 13368, + "IoU": 0.6875319334537977, + "TN": 193925290, + "TP": 55171, + "n_pred": 68539, + "n_ref": 66877 + }, + "14": { + "Dice": 0.872820452403393, + "FN": 1817, + "FP": 19773, + "IoU": 0.7743402142670499, + "TN": 193909860, + "TP": 74085, + "n_pred": 93858, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5308378846410017, + "FN": 1041, + "FP": 34179, + "IoU": 0.3613201559524889, + "TN": 193950390, + "TP": 19925, + "n_pred": 54104, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9676147076743373, + "FN": 4701, + "FP": 4282, + "IoU": 0.9372612287943233, + "TN": 193862354, + "TP": 134198, + "n_pred": 138480, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9621228332976675, + "FN": 6419, + "FP": 3670, + "IoU": 0.9270103092783505, + "TN": 193867310, + "TP": 128136, + "n_pred": 131806, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9318981671922848, + "FN": 640, + "FP": 2340, + "IoU": 0.8724806367409816, + "TN": 193982166, + "TP": 20389, + "n_pred": 22729, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5765545539865116, + "FN": 14062, + "FP": 5339, + "IoU": 0.40504155294550587, + "TN": 193972926, + "TP": 13208, + "n_pred": 18547, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9470934507086829, + "FN": 23589, + "FP": 128535, + "IoU": 0.8995038081453153, + "TN": 192491806, + "TP": 1361605, + "n_pred": 1490140, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.914466090674593, + "FN": 21697, + "FP": 34475, + "IoU": 0.8424113542826844, + "TN": 193649088, + "TP": 300275, + "n_pred": 334750, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9143590533394939, + "FN": 18767, + "FP": 22938, + "IoU": 0.8422297041688734, + "TN": 193741195, + "TP": 222635, + "n_pred": 245573, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8980688245461015, + "FN": 14501, + "FP": 4548, + "IoU": 0.8149953867819162, + "TN": 193902570, + "TP": 83916, + "n_pred": 88464, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665397992560564, + "FN": 2461, + "FP": 5293, + "IoU": 0.935246271274197, + "TN": 99536054, + "TP": 111992, + "n_pred": 117285, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8849252766254241, + "FN": 10784, + "FP": 5055, + "IoU": 0.7936017722178785, + "TN": 99579060, + "TP": 60901, + "n_pred": 65956, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8517132162395623, + "FN": 684, + "FP": 346, + "IoU": 0.7417251755265798, + "TN": 99651812, + "TP": 2958, + "n_pred": 3304, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6987909584720519, + "FN": 1574, + "FP": 145, + "IoU": 0.5370320495556155, + "TN": 99652087, + "TP": 1994, + "n_pred": 2139, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7628834220833517, + "FN": 10761, + "FP": 10791, + "IoU": 0.6166625164526341, + "TN": 99599578, + "TP": 34670, + "n_pred": 45461, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4304058938960994, + "FN": 29136, + "FP": 37044, + "IoU": 0.27421477452184595, + "TN": 99564616, + "TP": 25004, + "n_pred": 62048, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6564889143730887, + "FN": 10469, + "FP": 18287, + "IoU": 0.48863676779172743, + "TN": 99599566, + "TP": 27478, + "n_pred": 45765, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9581046892816419, + "FN": 7199, + "FP": 2207, + "IoU": 0.9195786557682607, + "TN": 99538841, + "TP": 107553, + "n_pred": 109760, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9645310823667537, + "FN": 4687, + "FP": 4074, + "IoU": 0.9314920669674625, + "TN": 99527917, + "TP": 119122, + "n_pred": 123196, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9262823104498531, + "FN": 1723, + "FP": 1012, + "IoU": 0.8626870167687519, + "TN": 99635882, + "TP": 17183, + "n_pred": 18195, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8687373396353815, + "FN": 533, + "FP": 1411, + "IoU": 0.7679360152799332, + "TN": 99647423, + "TP": 6433, + "n_pred": 7844, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9715167079130044, + "FN": 41757, + "FP": 35195, + "IoU": 0.9446110747619489, + "TN": 98266497, + "TP": 1312351, + "n_pred": 1347546, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9042447425427638, + "FN": 11900, + "FP": 20943, + "IoU": 0.8252251005768535, + "TN": 99467884, + "TP": 155073, + "n_pred": 176016, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9635877694137263, + "FN": 2677, + "FP": 4748, + "IoU": 0.9297340777893441, + "TN": 99550130, + "TP": 98245, + "n_pred": 102993, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9505773426275741, + "FN": 6213, + "FP": 3075, + "IoU": 0.9058098145199728, + "TN": 99557191, + "TP": 89321, + "n_pred": 92396, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9320928461803862, + "FN": 55192, + "FP": 1886, + "IoU": 0.8728219891088315, + "TN": 62634716, + "TP": 391726, + "n_pred": 393612, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9079326923076924, + "FN": 6636, + "FP": 6386, + "IoU": 0.8313889500330178, + "TN": 63006289, + "TP": 64209, + "n_pred": 70595, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7680491551459293, + "FN": 1045, + "FP": 465, + "IoU": 0.6234413965087282, + "TN": 63079510, + "TP": 2500, + "n_pred": 2965, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7911030958821761, + "FN": 870, + "FP": 520, + "IoU": 0.6544007956240676, + "TN": 63079498, + "TP": 2632, + "n_pred": 3152, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7475758200949041, + "FN": 9420, + "FP": 15050, + "IoU": 0.5969030557614694, + "TN": 63022815, + "TP": 36235, + "n_pred": 51285, + "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": 0.9803998400639744, + "FN": 1373, + "FP": 3529, + "IoU": 0.9615532427196649, + "TN": 62956019, + "TP": 122599, + "n_pred": 126128, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9847485008625174, + "FN": 1715, + "FP": 2184, + "IoU": 0.9699552295161551, + "TN": 62953747, + "TP": 125874, + "n_pred": 128058, + "n_ref": 127589 + }, + "4": { + "Dice": 0.6097750193948798, + "FN": 9776, + "FP": 787, + "IoU": 0.43861607142857145, + "TN": 63064704, + "TP": 8253, + "n_pred": 9040, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6002617420386797, + "FN": 8698, + "FP": 2298, + "IoU": 0.42883856222730105, + "TN": 63064268, + "TP": 8256, + "n_pred": 10554, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9058915634894846, + "FN": 152496, + "FP": 50531, + "IoU": 0.8279723775631249, + "TN": 61903320, + "TP": 977173, + "n_pred": 1027704, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7538786565004731, + "FN": 6072, + "FP": 92252, + "IoU": 0.6049801333017287, + "TN": 62834611, + "TP": 150585, + "n_pred": 242837, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9247853720452065, + "FN": 13233, + "FP": 2826, + "IoU": 0.8600937412879844, + "TN": 62968736, + "TP": 98725, + "n_pred": 101551, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9107086896181223, + "FN": 2204, + "FP": 5774, + "IoU": 0.836056141216119, + "TN": 63034857, + "TP": 40685, + "n_pred": 46459, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672997562564858, + "FN": 11875, + "FP": 8450, + "IoU": 0.9366704056833053, + "TN": 109287878, + "TP": 300615, + "n_pred": 309065, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6765946448878322, + "FN": 22481, + "FP": 40085, + "IoU": 0.5112527633912181, + "TN": 109480805, + "TP": 65447, + "n_pred": 105532, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7347692307692307, + "FN": 1481, + "FP": 674, + "IoU": 0.580739299610895, + "TN": 109603678, + "TP": 2985, + "n_pred": 3659, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8295273499734467, + "FN": 957, + "FP": 327, + "IoU": 0.7087114337568058, + "TN": 109604410, + "TP": 3124, + "n_pred": 3451, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7065605754313384, + "FN": 20662, + "FP": 29272, + "IoU": 0.546264913540086, + "TN": 109498767, + "TP": 60117, + "n_pred": 89389, + "n_ref": 80779 + }, + "14": { + "Dice": 0.678653217125306, + "FN": 15273, + "FP": 62044, + "IoU": 0.513607196779064, + "TN": 109449858, + "TP": 81643, + "n_pred": 143687, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8824464143835311, + "FN": 4692, + "FP": 21644, + "IoU": 0.7896233574310021, + "TN": 109483633, + "TP": 98849, + "n_pred": 120493, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8087921400386642, + "FN": 61357, + "FP": 10845, + "IoU": 0.6789681022293759, + "TN": 109383912, + "TP": 152704, + "n_pred": 163549, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8759343262923626, + "FN": 14065, + "FP": 51548, + "IoU": 0.7792554712601141, + "TN": 109311583, + "TP": 231622, + "n_pred": 283170, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7375589313776847, + "FN": 17906, + "FP": 5140, + "IoU": 0.5842323651452282, + "TN": 109553388, + "TP": 32384, + "n_pred": 37524, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7550786540264611, + "FN": 3304, + "FP": 1398, + "IoU": 0.6065271966527197, + "TN": 109596868, + "TP": 7248, + "n_pred": 8646, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9191207788716269, + "FN": 33393, + "FP": 180803, + "IoU": 0.8503454973554955, + "TN": 108177548, + "TP": 1217074, + "n_pred": 1397877, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7961398063068187, + "FN": 382605, + "FP": 34960, + "IoU": 0.6613224778738094, + "TN": 108375890, + "TP": 815363, + "n_pred": 850323, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9521969529697505, + "FN": 3168, + "FP": 5492, + "IoU": 0.9087556632599305, + "TN": 109513908, + "TP": 86250, + "n_pred": 91742, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7732364019145052, + "FN": 8189, + "FP": 19385, + "IoU": 0.6303059555412543, + "TN": 109534232, + "TP": 47012, + "n_pred": 66397, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8268249051005716, + "FN": 1926, + "FP": 21888, + "IoU": 0.7047753644748587, + "TN": 66986688, + "TP": 56850, + "n_pred": 78738, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7815202423574773, + "FN": 22042, + "FP": 9690, + "IoU": 0.641389598354542, + "TN": 66978866, + "TP": 56754, + "n_pred": 66444, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4284332688588008, + "FN": 2240, + "FP": 124, + "IoU": 0.2726153846153846, + "TN": 67064102, + "TP": 886, + "n_pred": 1010, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7496138664836107, + "FN": 1127, + "FP": 332, + "IoU": 0.5995059017293439, + "TN": 67063709, + "TP": 2184, + "n_pred": 2516, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5140395790158072, + "FN": 19236, + "FP": 16641, + "IoU": 0.34593086851892363, + "TN": 67012500, + "TP": 18975, + "n_pred": 35616, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8685089218933647, + "FN": 10449, + "FP": 9241, + "IoU": 0.7675791163520899, + "TN": 66982635, + "TP": 65027, + "n_pred": 74268, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2316941870176392, + "FN": 19849, + "FP": 56506, + "IoU": 0.13102608458141757, + "TN": 66979484, + "TP": 11513, + "n_pred": 68019, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9622526335173698, + "FN": 4953, + "FP": 6116, + "IoU": 0.9272513374607306, + "TN": 66915198, + "TP": 141085, + "n_pred": 147201, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9591084222257602, + "FN": 9766, + "FP": 3076, + "IoU": 0.921429707671035, + "TN": 66903906, + "TP": 150604, + "n_pred": 153680, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 14, + "IoU": 0.0, + "TN": 67054299, + "TP": 0, + "n_pred": 14, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7524077286594485, + "FN": 2632, + "FP": 1507, + "IoU": 0.6030878404296126, + "TN": 67056924, + "TP": 6289, + "n_pred": 7796, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9572262639905567, + "FN": 56478, + "FP": 34982, + "IoU": 0.9179616161543678, + "TN": 65952508, + "TP": 1023384, + "n_pred": 1058366, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8899038483540723, + "FN": 59932, + "FP": 12239, + "IoU": 0.8016457376549063, + "TN": 66703503, + "TP": 291678, + "n_pred": 303917, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9289972521074938, + "FN": 5928, + "FP": 6268, + "IoU": 0.8674088408601683, + "TN": 66975370, + "TP": 79786, + "n_pred": 86054, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9006136376670298, + "FN": 6676, + "FP": 8921, + "IoU": 0.8191966614501826, + "TN": 66981087, + "TP": 70668, + "n_pred": 79589, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8110956426703444, + "FN": 55537, + "FP": 2539, + "IoU": 0.6822211035478999, + "TN": 74336524, + "TP": 124680, + "n_pred": 127219, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7147745845818578, + "FN": 14166, + "FP": 19340, + "IoU": 0.5561472532421943, + "TN": 74443791, + "TP": 41983, + "n_pred": 61323, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7916267178012144, + "FN": 910, + "FP": 394, + "IoU": 0.6551176937318169, + "TN": 74515499, + "TP": 2477, + "n_pred": 2871, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7984732824427481, + "FN": 632, + "FP": 160, + "IoU": 0.6645489199491741, + "TN": 74516919, + "TP": 1569, + "n_pred": 1729, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5739949191499657, + "FN": 14421, + "FP": 27837, + "IoU": 0.4025195469905411, + "TN": 74448553, + "TP": 28469, + "n_pred": 56306, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6726297405189621, + "FN": 4966, + "FP": 21276, + "IoU": 0.5067385951391891, + "TN": 74466079, + "TP": 26959, + "n_pred": 48235, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6279797136484281, + "FN": 5161, + "FP": 24694, + "IoU": 0.45770439394765045, + "TN": 74464227, + "TP": 25198, + "n_pred": 49892, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9302624322397536, + "FN": 2591, + "FP": 18147, + "IoU": 0.8696174279337336, + "TN": 74360225, + "TP": 138317, + "n_pred": 156464, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9019632549711392, + "FN": 5318, + "FP": 27360, + "IoU": 0.8214326697668318, + "TN": 74336279, + "TP": 150323, + "n_pred": 177683, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5875452145859811, + "FN": 7268, + "FP": 1170, + "IoU": 0.4159745293466224, + "TN": 74504832, + "TP": 6010, + "n_pred": 7180, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6889975313422722, + "FN": 3037, + "FP": 3388, + "IoU": 0.5255501403042386, + "TN": 74505738, + "TP": 7117, + "n_pred": 10505, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9596413030292662, + "FN": 63330, + "FP": 66422, + "IoU": 0.9224138807350806, + "TN": 72846919, + "TP": 1542609, + "n_pred": 1609031, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7796611909387439, + "FN": 15290, + "FP": 70567, + "IoU": 0.6388891225531843, + "TN": 74281522, + "TP": 151901, + "n_pred": 222468, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9613763719723984, + "FN": 2102, + "FP": 2902, + "IoU": 0.9256253622865296, + "TN": 74451999, + "TP": 62277, + "n_pred": 65179, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9221854030777374, + "FN": 9231, + "FP": 4882, + "IoU": 0.8556067116840598, + "TN": 74421540, + "TP": 83627, + "n_pred": 88509, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9319845359501508, + "FN": 10633, + "FP": 29110, + "IoU": 0.8726320613524852, + "TN": 65739147, + "TP": 272290, + "n_pred": 301400, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7305742322951986, + "FN": 26542, + "FP": 15493, + "IoU": 0.5755155211762567, + "TN": 65952154, + "TP": 56991, + "n_pred": 72484, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7387078330474557, + "FN": 1053, + "FP": 775, + "IoU": 0.585675430643699, + "TN": 66046768, + "TP": 2584, + "n_pred": 3359, + "n_ref": 3637 + }, + "12": { + "Dice": 0.784856206771023, + "FN": 870, + "FP": 312, + "IoU": 0.6458957459556621, + "TN": 66047842, + "TP": 2156, + "n_pred": 2468, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7610440386258928, + "FN": 8890, + "FP": 15435, + "IoU": 0.6142623808693171, + "TN": 65988119, + "TP": 38736, + "n_pred": 54171, + "n_ref": 47626 + }, + "14": { + "Dice": 0.792750653669171, + "FN": 1214, + "FP": 28827, + "IoU": 0.6566585901069764, + "TN": 65963684, + "TP": 57455, + "n_pred": 86282, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7383908045977011, + "FN": 4521, + "FP": 9704, + "IoU": 0.5852769679300291, + "TN": 66016880, + "TP": 20075, + "n_pred": 29779, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9594876262154242, + "FN": 7921, + "FP": 3566, + "IoU": 0.9221299528861472, + "TN": 65903665, + "TP": 136028, + "n_pred": 139594, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9578816971198514, + "FN": 8363, + "FP": 4693, + "IoU": 0.9191679049034175, + "TN": 65889660, + "TP": 148464, + "n_pred": 153157, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9240478708226328, + "FN": 2002, + "FP": 2523, + "IoU": 0.8588187576050669, + "TN": 66019129, + "TP": 27526, + "n_pred": 30049, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9031587285869888, + "FN": 858, + "FP": 1098, + "IoU": 0.8234178929312991, + "TN": 66040103, + "TP": 9121, + "n_pred": 10219, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9255745357843763, + "FN": 27175, + "FP": 133050, + "IoU": 0.8614599770865308, + "TN": 64894655, + "TP": 996300, + "n_pred": 1129350, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7535023887624608, + "FN": 381698, + "FP": 7485, + "IoU": 0.6044956540384973, + "TN": 65067163, + "TP": 594834, + "n_pred": 602319, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9324851559143897, + "FN": 2068, + "FP": 9405, + "IoU": 0.8735102477316076, + "TN": 65960477, + "TP": 79230, + "n_pred": 88635, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9163208954121937, + "FN": 8029, + "FP": 3305, + "IoU": 0.8455647908434392, + "TN": 65977790, + "TP": 62056, + "n_pred": 65361, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9832008340935748, + "FN": 2764, + "FP": 2392, + "IoU": 0.9669567669413861, + "TN": 113316502, + "TP": 150882, + "n_pred": 153274, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8600118672691588, + "FN": 5198, + "FP": 19338, + "IoU": 0.7544042280589366, + "TN": 113372636, + "TP": 75368, + "n_pred": 94706, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6743525480367586, + "FN": 1212, + "FP": 737, + "IoU": 0.5086967481724225, + "TN": 113468573, + "TP": 2018, + "n_pred": 2755, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8827534975857373, + "FN": 518, + "FP": 429, + "IoU": 0.7901152482269503, + "TN": 113468028, + "TP": 3565, + "n_pred": 3994, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7010191644407562, + "FN": 22812, + "FP": 23304, + "IoU": 0.5396685965262528, + "TN": 113372360, + "TP": 54064, + "n_pred": 77368, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9499401015421476, + "FN": 13813, + "FP": 12513, + "IoU": 0.9046532516261753, + "TN": 113196432, + "TP": 249782, + "n_pred": 262295, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3230697626312251, + "FN": 6265, + "FP": 59184, + "IoU": 0.19265545783117669, + "TN": 113391473, + "TP": 15618, + "n_pred": 74802, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9585527393573451, + "FN": 4214, + "FP": 6412, + "IoU": 0.9204044943820224, + "TN": 113339040, + "TP": 122874, + "n_pred": 129286, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9392303548985577, + "FN": 2598, + "FP": 12633, + "IoU": 0.8854234840107422, + "TN": 113339607, + "TP": 117702, + "n_pred": 130335, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8155148597453397, + "FN": 1278, + "FP": 12211, + "IoU": 0.6884973327483084, + "TN": 113429237, + "TP": 29814, + "n_pred": 42025, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7156260109996765, + "FN": 10706, + "FP": 6874, + "IoU": 0.5571788413098236, + "TN": 113432840, + "TP": 22120, + "n_pred": 28994, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9637572253329785, + "FN": 35523, + "FP": 47819, + "IoU": 0.930049645598412, + "TN": 112281095, + "TP": 1108103, + "n_pred": 1155922, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8545183522588549, + "FN": 18529, + "FP": 49399, + "IoU": 0.7459904346297813, + "TN": 113205117, + "TP": 199495, + "n_pred": 248894, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9082561050648905, + "FN": 21209, + "FP": 17855, + "IoU": 0.8319314715461495, + "TN": 113240111, + "TP": 193365, + "n_pred": 211220, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9129425136440686, + "FN": 13065, + "FP": 4705, + "IoU": 0.8398291029708682, + "TN": 113361596, + "TP": 93174, + "n_pred": 97879, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7360369220100256, + "FN": 4070, + "FP": 84237, + "IoU": 0.5823247014307674, + "TN": 74985303, + "TP": 123118, + "n_pred": 207355, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8904916380586438, + "FN": 15233, + "FP": 5629, + "IoU": 0.8026002043828773, + "TN": 75091044, + "TP": 84822, + "n_pred": 90451, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7400415933450648, + "FN": 1231, + "FP": 394, + "IoU": 0.5873539867953276, + "TN": 75192790, + "TP": 2313, + "n_pred": 2707, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6406101048617732, + "FN": 1426, + "FP": 459, + "IoU": 0.47124824684431976, + "TN": 75193163, + "TP": 1680, + "n_pred": 2139, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7482310583646562, + "FN": 10371, + "FP": 19838, + "IoU": 0.5977389544328744, + "TN": 75121630, + "TP": 44889, + "n_pred": 64727, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9421042452021151, + "FN": 3975, + "FP": 11890, + "IoU": 0.8905454445103694, + "TN": 75051782, + "TP": 129081, + "n_pred": 140971, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7595892098479067, + "FN": 10610, + "FP": 29397, + "IoU": 0.6123690763402416, + "TN": 75093519, + "TP": 63202, + "n_pred": 92599, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9477342816100613, + "FN": 4793, + "FP": 10816, + "IoU": 0.9006606079120207, + "TN": 75039600, + "TP": 141519, + "n_pred": 152335, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9571034006559641, + "FN": 3358, + "FP": 9564, + "IoU": 0.9177356616734255, + "TN": 75039649, + "TP": 144157, + "n_pred": 153721, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9088939191672954, + "FN": 1474, + "FP": 3235, + "IoU": 0.8330023405915313, + "TN": 75168530, + "TP": 23489, + "n_pred": 26724, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8767945706081963, + "FN": 983, + "FP": 905, + "IoU": 0.7806181733674181, + "TN": 75188122, + "TP": 6718, + "n_pred": 7623, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9352992415777737, + "FN": 26030, + "FP": 144214, + "IoU": 0.8784620788321668, + "TN": 73795980, + "TP": 1230504, + "n_pred": 1374718, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.934189920159361, + "FN": 5965, + "FP": 14584, + "IoU": 0.8765069291698218, + "TN": 75030330, + "TP": 145849, + "n_pred": 160433, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9475442539026354, + "FN": 5891, + "FP": 2839, + "IoU": 0.9003174313183676, + "TN": 75109150, + "TP": 78848, + "n_pred": 81687, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8866687560362527, + "FN": 7919, + "FP": 9800, + "IoU": 0.7964105569151931, + "TN": 75109695, + "TP": 69314, + "n_pred": 79114, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766178134849746, + "FN": 7011, + "FP": 2989, + "IoU": 0.9543040970946545, + "TN": 86709034, + "TP": 208838, + "n_pred": 211827, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7196918799183136, + "FN": 14732, + "FP": 27407, + "IoU": 0.5621239673715385, + "TN": 86831637, + "TP": 54096, + "n_pred": 81503, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7311152960870475, + "FN": 843, + "FP": 442, + "IoU": 0.5761873350923483, + "TN": 86924840, + "TP": 1747, + "n_pred": 2189, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7337068160597572, + "FN": 986, + "FP": 1866, + "IoU": 0.5794130659194809, + "TN": 86921091, + "TP": 3929, + "n_pred": 5795, + "n_ref": 4915 + }, + "13": { + "Dice": 0.61720037673652, + "FN": 13421, + "FP": 38603, + "IoU": 0.4463411519305266, + "TN": 86833908, + "TP": 41940, + "n_pred": 80543, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8676338073556003, + "FN": 10582, + "FP": 11599, + "IoU": 0.7662130969571129, + "TN": 86832995, + "TP": 72696, + "n_pred": 84295, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9056143364697614, + "FN": 23480, + "FP": 5530, + "IoU": 0.827509320204777, + "TN": 86759689, + "TP": 139173, + "n_pred": 144703, + "n_ref": 162653 + }, + "2": { + "Dice": 0.919382124618571, + "FN": 7919, + "FP": 12477, + "IoU": 0.8507930005267162, + "TN": 86791176, + "TP": 116300, + "n_pred": 128777, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9218846422518975, + "FN": 23203, + "FP": 1734, + "IoU": 0.8550890548275561, + "TN": 86755787, + "TP": 147148, + "n_pred": 148882, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8004829459704196, + "FN": 1936, + "FP": 5335, + "IoU": 0.6673376950176145, + "TN": 86906015, + "TP": 14586, + "n_pred": 19921, + "n_ref": 16522 + }, + "5": { + "Dice": 0.850354051927616, + "FN": 69, + "FP": 1833, + "IoU": 0.7396660279222557, + "TN": 86920566, + "TP": 5404, + "n_pred": 7237, + "n_ref": 5473 + }, + "6": { + "Dice": 0.937917978240957, + "FN": 24931, + "FP": 127228, + "IoU": 0.8830937338413442, + "TN": 85626325, + "TP": 1149388, + "n_pred": 1276616, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.847584495537884, + "FN": 265444, + "FP": 7083, + "IoU": 0.7354851546651914, + "TN": 85897582, + "TP": 757763, + "n_pred": 764846, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9411476124718366, + "FN": 2591, + "FP": 3887, + "IoU": 0.8888374088374088, + "TN": 86869597, + "TP": 51797, + "n_pred": 55684, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8520600095625581, + "FN": 3535, + "FP": 12864, + "IoU": 0.7422513516911857, + "TN": 86864248, + "TP": 47225, + "n_pred": 60089, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5638517230248292, + "FN": 2872, + "FP": 129540, + "IoU": 0.39261386311197555, + "TN": 37531597, + "TP": 85591, + "n_pred": 215131, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7267083075422505, + "FN": 20501, + "FP": 8639, + "IoU": 0.5707319947556826, + "TN": 37681717, + "TP": 38743, + "n_pred": 47382, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8250977603981514, + "FN": 267, + "FP": 717, + "IoU": 0.7022692889561271, + "TN": 37746295, + "TP": 2321, + "n_pred": 3038, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7469792605951308, + "FN": 846, + "FP": 557, + "IoU": 0.5961427748992516, + "TN": 37746126, + "TP": 2071, + "n_pred": 2628, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7858643245066989, + "FN": 8782, + "FP": 10893, + "IoU": 0.6472623615045359, + "TN": 37693822, + "TP": 36103, + "n_pred": 46996, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3164799543327795, + "FN": 7133, + "FP": 395191, + "IoU": 0.18798704247525053, + "TN": 37254135, + "TP": 93141, + "n_pred": 488332, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21223, + "IoU": 0.0, + "TN": 37728377, + "TP": 0, + "n_pred": 21223, + "n_ref": 0 + }, + "2": { + "Dice": 0.6085458024071536, + "FN": 55384, + "FP": 2314, + "IoU": 0.43734519142628675, + "TN": 37647054, + "TP": 44848, + "n_pred": 47162, + "n_ref": 100232 + }, + "3": { + "Dice": 0.764961502433229, + "FN": 4995, + "FP": 46442, + "IoU": 0.6193827187900045, + "TN": 37614459, + "TP": 83704, + "n_pred": 130146, + "n_ref": 88699 + }, + "4": { + "Dice": 0.005786249149081007, + "FN": 11660, + "FP": 24, + "IoU": 0.0029015190305512885, + "TN": 37737882, + "TP": 34, + "n_pred": 58, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8149608103772288, + "FN": 1159, + "FP": 2878, + "IoU": 0.6877078981975709, + "TN": 37736673, + "TP": 8890, + "n_pred": 11768, + "n_ref": 10049 + }, + "6": { + "Dice": 0.894757597452867, + "FN": 127640, + "FP": 17006, + "IoU": 0.8095577905722904, + "TN": 36990073, + "TP": 614881, + "n_pred": 631887, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8479220488075667, + "FN": 27576, + "FP": 86390, + "IoU": 0.7359936434248596, + "TN": 37317921, + "TP": 317713, + "n_pred": 404103, + "n_ref": 345289 + }, + "8": { + "Dice": 0.947848177869674, + "FN": 2906, + "FP": 5367, + "IoU": 0.9008663559129091, + "TN": 37666147, + "TP": 75180, + "n_pred": 80547, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9032030416104304, + "FN": 3577, + "FP": 7396, + "IoU": 0.8234915630479193, + "TN": 37687433, + "TP": 51194, + "n_pred": 58590, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9053752328761928, + "FN": 7037, + "FP": 32885, + "IoU": 0.8271101294876791, + "TN": 75675778, + "TP": 190988, + "n_pred": 223873, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9160803498494907, + "FN": 12618, + "FP": 5977, + "IoU": 0.8451552195056958, + "TN": 75786600, + "TP": 101493, + "n_pred": 107470, + "n_ref": 114111 + }, + "11": { + "Dice": 0.729384703852789, + "FN": 1171, + "FP": 1182, + "IoU": 0.5740405503258509, + "TN": 75901164, + "TP": 3171, + "n_pred": 4353, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8600234466588511, + "FN": 916, + "FP": 278, + "IoU": 0.7544220485396956, + "TN": 75901826, + "TP": 3668, + "n_pred": 3946, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7587599566209192, + "FN": 11066, + "FP": 8287, + "IoU": 0.611291877560858, + "TN": 75856900, + "TP": 30435, + "n_pred": 38722, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9311911019811995, + "FN": 4461, + "FP": 13158, + "IoU": 0.8712419064879638, + "TN": 75769850, + "TP": 119219, + "n_pred": 132377, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7789964696292385, + "FN": 53000, + "FP": 23185, + "IoU": 0.6379969019358149, + "TN": 75696234, + "TP": 134269, + "n_pred": 157454, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9276117936484641, + "FN": 6257, + "FP": 22844, + "IoU": 0.8649962654889426, + "TN": 75691131, + "TP": 186456, + "n_pred": 209300, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9315894783890925, + "FN": 28220, + "FP": 4534, + "IoU": 0.8719396332642608, + "TN": 75650918, + "TP": 223016, + "n_pred": 227550, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9316786456883708, + "FN": 1724, + "FP": 2449, + "IoU": 0.8720958744559554, + "TN": 75874062, + "TP": 28453, + "n_pred": 30902, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8918986706797091, + "FN": 739, + "FP": 1416, + "IoU": 0.8048890900860117, + "TN": 75895643, + "TP": 8890, + "n_pred": 10306, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9724946155272505, + "FN": 70613, + "FP": 21949, + "IoU": 0.9464618192986627, + "TN": 74177791, + "TP": 1636335, + "n_pred": 1658284, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9348084855083831, + "FN": 20464, + "FP": 14861, + "IoU": 0.8775966319582806, + "TN": 75618093, + "TP": 253270, + "n_pred": 268131, + "n_ref": 273734 + }, + "8": { + "Dice": 0.962584441054696, + "FN": 3401, + "FP": 3467, + "IoU": 0.9278677505408869, + "TN": 75811474, + "TP": 88346, + "n_pred": 91813, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8946896616315008, + "FN": 10876, + "FP": 4866, + "IoU": 0.8094465695056409, + "TN": 75824076, + "TP": 66870, + "n_pred": 71736, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97428485204657, + "FN": 3038, + "FP": 1819, + "IoU": 0.9498590851373533, + "TN": 61290883, + "TP": 92010, + "n_pred": 93829, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9083149503659882, + "FN": 5584, + "FP": 9046, + "IoU": 0.8320302184870091, + "TN": 61300651, + "TP": 72469, + "n_pred": 81515, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8349056603773585, + "FN": 156, + "FP": 1104, + "IoU": 0.7165991902834008, + "TN": 61383304, + "TP": 3186, + "n_pred": 4290, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8542044767090139, + "FN": 545, + "FP": 419, + "IoU": 0.7455121436114044, + "TN": 61383962, + "TP": 2824, + "n_pred": 3243, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6865786797283238, + "FN": 10089, + "FP": 16722, + "IoU": 0.5227406233867953, + "TN": 61331573, + "TP": 29366, + "n_pred": 46088, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8644528900311697, + "FN": 3227, + "FP": 16603, + "IoU": 0.7612655454293729, + "TN": 61304687, + "TP": 63233, + "n_pred": 79836, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9018270672516243, + "FN": 2133, + "FP": 6706, + "IoU": 0.8212067884378097, + "TN": 61338313, + "TP": 40598, + "n_pred": 47304, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9714445625167812, + "FN": 4723, + "FP": 2828, + "IoU": 0.9444746749808812, + "TN": 61251758, + "TP": 128441, + "n_pred": 131269, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9736183957203258, + "FN": 3400, + "FP": 3657, + "IoU": 0.9485929908141932, + "TN": 61250473, + "TP": 130220, + "n_pred": 133877, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7206052269601101, + "FN": 5879, + "FP": 4277, + "IoU": 0.5632391519373844, + "TN": 61364497, + "TP": 13097, + "n_pred": 17374, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6615466809135836, + "FN": 12836, + "FP": 2368, + "IoU": 0.49426204969563914, + "TN": 61357687, + "TP": 14859, + "n_pred": 17227, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9719325755393083, + "FN": 26510, + "FP": 29408, + "IoU": 0.9453976970908977, + "TN": 60363654, + "TP": 968178, + "n_pred": 997586, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8279790430313113, + "FN": 13409, + "FP": 55869, + "IoU": 0.7064541278961374, + "TN": 61151746, + "TP": 166726, + "n_pred": 222595, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9315373675427275, + "FN": 19683, + "FP": 13629, + "IoU": 0.8718483353978964, + "TN": 61127808, + "TP": 226630, + "n_pred": 240259, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9280291720400734, + "FN": 6676, + "FP": 4653, + "IoU": 0.8657224131800403, + "TN": 61303380, + "TP": 73041, + "n_pred": 77694, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752626882230458, + "FN": 3549, + "FP": 5682, + "IoU": 0.9517197012489801, + "TN": 39557604, + "TP": 181965, + "n_pred": 187647, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6953535688310731, + "FN": 14067, + "FP": 19024, + "IoU": 0.5329823868126905, + "TN": 39677944, + "TP": 37765, + "n_pred": 56789, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8149571902848156, + "FN": 699, + "FP": 360, + "IoU": 0.6877027425538189, + "TN": 39745409, + "TP": 2332, + "n_pred": 2692, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8598581560283688, + "FN": 429, + "FP": 559, + "IoU": 0.7541677034088081, + "TN": 39744781, + "TP": 3031, + "n_pred": 3590, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6937590133770948, + "FN": 8934, + "FP": 21857, + "IoU": 0.5311110434305902, + "TN": 39683132, + "TP": 34877, + "n_pred": 56734, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4025265943258325, + "FN": 14470, + "FP": 41527, + "IoU": 0.2519770237777184, + "TN": 39673940, + "TP": 18863, + "n_pred": 60390, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7885281190404085, + "FN": 3546, + "FP": 22291, + "IoU": 0.650884375802289, + "TN": 39674793, + "TP": 48170, + "n_pred": 70461, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9555007079335612, + "FN": 6159, + "FP": 4244, + "IoU": 0.9147930641898256, + "TN": 39626709, + "TP": 111688, + "n_pred": 115932, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9586930897303669, + "FN": 4142, + "FP": 7072, + "IoU": 0.9206633320834542, + "TN": 39607453, + "TP": 130133, + "n_pred": 137205, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9161861989439826, + "FN": 1129, + "FP": 3014, + "IoU": 0.8453354238996528, + "TN": 39722013, + "TP": 22644, + "n_pred": 25658, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8372158491097192, + "FN": 576, + "FP": 1737, + "IoU": 0.7200096840576201, + "TN": 39740539, + "TP": 5948, + "n_pred": 7685, + "n_ref": 6524 + }, + "6": { + "Dice": 0.975597024803841, + "FN": 17756, + "FP": 27779, + "IoU": 0.9523566881646627, + "TN": 38793052, + "TP": 910213, + "n_pred": 937992, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9286517027630038, + "FN": 86310, + "FP": 12919, + "IoU": 0.8668065326262183, + "TN": 39003801, + "TP": 645770, + "n_pred": 658689, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9648461958952442, + "FN": 995, + "FP": 2542, + "IoU": 0.9320800368691912, + "TN": 39696724, + "TP": 48539, + "n_pred": 51081, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9222974896112028, + "FN": 1124, + "FP": 5701, + "IoU": 0.8557997042045214, + "TN": 39701470, + "TP": 40505, + "n_pred": 46206, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8380714030800088, + "FN": 4197, + "FP": 31648, + "IoU": 0.7212761655936052, + "TN": 101268004, + "TP": 92759, + "n_pred": 124407, + "n_ref": 96956 + }, + "10": { + "Dice": 0.826864411315212, + "FN": 12867, + "FP": 16248, + "IoU": 0.704832774054887, + "TN": 101297969, + "TP": 69524, + "n_pred": 85772, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7682680662091239, + "FN": 1723, + "FP": 573, + "IoU": 0.6237299246148804, + "TN": 101390506, + "TP": 3806, + "n_pred": 4379, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7953660797034291, + "FN": 934, + "FP": 1274, + "IoU": 0.6602554239113709, + "TN": 101390109, + "TP": 4291, + "n_pred": 5565, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9223028583851832, + "FN": 5401, + "FP": 2104, + "IoU": 0.8558089492593518, + "TN": 101344559, + "TP": 44544, + "n_pred": 46648, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9714606325628745, + "FN": 7611, + "FP": 2257, + "IoU": 0.9445050557311409, + "TN": 101218790, + "TP": 167950, + "n_pred": 170207, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7732462218702567, + "FN": 3440, + "FP": 10304, + "IoU": 0.6303190058636828, + "TN": 101359430, + "TP": 23434, + "n_pred": 33738, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9558166536601017, + "FN": 5982, + "FP": 10267, + "IoU": 0.915372436278033, + "TN": 101204602, + "TP": 175757, + "n_pred": 186024, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9613998284167351, + "FN": 8608, + "FP": 4125, + "IoU": 0.9256688519039585, + "TN": 101225307, + "TP": 158568, + "n_pred": 162693, + "n_ref": 167176 + }, + "4": { + "Dice": 0.740382786043149, + "FN": 417, + "FP": 6406, + "IoU": 0.5877839536007733, + "TN": 101380056, + "TP": 9729, + "n_pred": 16135, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8067137113778853, + "FN": 9822, + "FP": 3928, + "IoU": 0.6760437282065781, + "TN": 101354164, + "TP": 28694, + "n_pred": 32622, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9511112901709574, + "FN": 59963, + "FP": 122057, + "IoU": 0.906779986530676, + "TN": 99444023, + "TP": 1770565, + "n_pred": 1892622, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7491263568733554, + "FN": 138180, + "FP": 78050, + "IoU": 0.5988825178223938, + "TN": 100857539, + "TP": 322839, + "n_pred": 400889, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9318718551160141, + "FN": 24687, + "FP": 9094, + "IoU": 0.8724345103903509, + "TN": 101131795, + "TP": 231032, + "n_pred": 240126, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9389553178099433, + "FN": 3813, + "FP": 6954, + "IoU": 0.8849347568208779, + "TN": 101303035, + "TP": 82806, + "n_pred": 89760, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9207220950928044, + "FN": 17829, + "FP": 16469, + "IoU": 0.853090840557859, + "TN": 73650040, + "TP": 199166, + "n_pred": 215635, + "n_ref": 216995 + }, + "10": { + "Dice": 0.13582369737028915, + "FN": 67231, + "FP": 42331, + "IoU": 0.07285989913008158, + "TN": 73765332, + "TP": 8610, + "n_pred": 50941, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6438944569441604, + "FN": 1537, + "FP": 3686, + "IoU": 0.47481146304675714, + "TN": 73873559, + "TP": 4722, + "n_pred": 8408, + "n_ref": 6259 + }, + "12": { + "Dice": 0.3378707551225104, + "FN": 4362, + "FP": 259, + "IoU": 0.20327586206896553, + "TN": 73877704, + "TP": 1179, + "n_pred": 1438, + "n_ref": 5541 + }, + "13": { + "Dice": 0.041092146778962016, + "FN": 58758, + "FP": 57033, + "IoU": 0.020977069805194804, + "TN": 73765232, + "TP": 2481, + "n_pred": 59514, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6802034301381068, + "FN": 11331, + "FP": 73118, + "IoU": 0.5153850568116607, + "TN": 73709244, + "TP": 89811, + "n_pred": 162929, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8587701592757649, + "FN": 28801, + "FP": 34802, + "IoU": 0.752495359506882, + "TN": 73626527, + "TP": 193374, + "n_pred": 228176, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7016463010103431, + "FN": 71012, + "FP": 31073, + "IoU": 0.5404122940893109, + "TN": 73661381, + "TP": 120038, + "n_pred": 151111, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6632974133736432, + "FN": 34171, + "FP": 121526, + "IoU": 0.49621914404139045, + "TN": 73574447, + "TP": 153360, + "n_pred": 274886, + "n_ref": 187531 + }, + "4": { + "Dice": 0.34190579919535885, + "FN": 32506, + "FP": 26708, + "IoU": 0.20620408600997372, + "TN": 73808908, + "TP": 15382, + "n_pred": 42090, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7300211262475413, + "FN": 5107, + "FP": 2305, + "IoU": 0.5748293466414272, + "TN": 73866071, + "TP": 10021, + "n_pred": 12326, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7543272412071774, + "FN": 141857, + "FP": 873935, + "IoU": 0.6055581097704934, + "TN": 71308240, + "TP": 1559472, + "n_pred": 2433407, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3912972353999673, + "FN": 88879, + "FP": 171591, + "IoU": 0.2432377465934513, + "TN": 73539314, + "TP": 83720, + "n_pred": 255311, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8752373938994613, + "FN": 11701, + "FP": 7613, + "IoU": 0.7781529979324604, + "TN": 73796444, + "TP": 67746, + "n_pred": 75359, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8091195296996464, + "FN": 8839, + "FP": 29540, + "IoU": 0.6794296739920315, + "TN": 73763783, + "TP": 81342, + "n_pred": 110882, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9469540768509841, + "FN": 5470, + "FP": 14906, + "IoU": 0.899252402990388, + "TN": 69293528, + "TP": 181872, + "n_pred": 196778, + "n_ref": 187342 + }, + "10": { + "Dice": 0.775808486198124, + "FN": 12429, + "FP": 19384, + "IoU": 0.6337313054791208, + "TN": 69408919, + "TP": 55044, + "n_pred": 74428, + "n_ref": 67473 + }, + "11": { + "Dice": 0.781060606060606, + "FN": 368, + "FP": 1366, + "IoU": 0.6407706650093226, + "TN": 69490949, + "TP": 3093, + "n_pred": 4459, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7984080820450022, + "FN": 544, + "FP": 773, + "IoU": 0.6644585987261147, + "TN": 69491851, + "TP": 2608, + "n_pred": 3381, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7393979498991493, + "FN": 19715, + "FP": 21242, + "IoU": 0.5865435089844538, + "TN": 69396716, + "TP": 58103, + "n_pred": 79345, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9134100231138188, + "FN": 14303, + "FP": 11621, + "IoU": 0.8406206964391107, + "TN": 69333120, + "TP": 136732, + "n_pred": 148353, + "n_ref": 151035 + }, + "15": { + "Dice": 0.701491920827413, + "FN": 9079, + "FP": 63191, + "IoU": 0.5402291538104296, + "TN": 69338589, + "TP": 84917, + "n_pred": 148108, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9595609627082783, + "FN": 5026, + "FP": 7206, + "IoU": 0.9222654363354432, + "TN": 69338420, + "TP": 145124, + "n_pred": 152330, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9597484684833487, + "FN": 9871, + "FP": 3776, + "IoU": 0.9226119254869716, + "TN": 69319431, + "TP": 162698, + "n_pred": 166474, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6498861015606209, + "FN": 14153, + "FP": 10592, + "IoU": 0.4813565005973465, + "TN": 69448065, + "TP": 22966, + "n_pred": 33558, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8887748764615343, + "FN": 2636, + "FP": 1483, + "IoU": 0.7998153188180405, + "TN": 69475200, + "TP": 16457, + "n_pred": 17940, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9642994781521228, + "FN": 70989, + "FP": 31095, + "IoU": 0.9310601451002823, + "TN": 68015007, + "TP": 1378685, + "n_pred": 1409780, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.896380846491582, + "FN": 13079, + "FP": 56259, + "IoU": 0.8122193635748138, + "TN": 69126526, + "TP": 299912, + "n_pred": 356171, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9437252251220127, + "FN": 6311, + "FP": 3513, + "IoU": 0.8934467125100327, + "TN": 69403578, + "TP": 82374, + "n_pred": 85887, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9196955867329977, + "FN": 4295, + "FP": 8990, + "IoU": 0.8513300283127608, + "TN": 69406417, + "TP": 76074, + "n_pred": 85064, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7717590368973286, + "FN": 4772, + "FP": 112128, + "IoU": 0.6283449747090186, + "TN": 50519013, + "TP": 197639, + "n_pred": 309767, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8895352628901614, + "FN": 7642, + "FP": 9296, + "IoU": 0.8010477353880849, + "TN": 50748416, + "TP": 68198, + "n_pred": 77494, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8546578164339665, + "FN": 1128, + "FP": 777, + "IoU": 0.746203037569944, + "TN": 50826046, + "TP": 5601, + "n_pred": 6378, + "n_ref": 6729 + }, + "12": { + "Dice": 0.7624290083005679, + "FN": 1936, + "FP": 783, + "IoU": 0.6160689070883931, + "TN": 50826470, + "TP": 4363, + "n_pred": 5146, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7098073051481162, + "FN": 8775, + "FP": 23513, + "IoU": 0.5501560410164957, + "TN": 50761776, + "TP": 39488, + "n_pred": 63001, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5294928659220862, + "FN": 25966, + "FP": 18057, + "IoU": 0.3600750065412681, + "TN": 50764758, + "TP": 24771, + "n_pred": 42828, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4948957729438157, + "FN": 15122, + "FP": 24956, + "IoU": 0.328811629153269, + "TN": 50773840, + "TP": 19634, + "n_pred": 44590, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9362579915244732, + "FN": 20080, + "FP": 6062, + "IoU": 0.8801551354225882, + "TN": 50615420, + "TP": 191990, + "n_pred": 198052, + "n_ref": 212070 + }, + "3": { + "Dice": 0.939020688171529, + "FN": 6713, + "FP": 18798, + "IoU": 0.8850508937382002, + "TN": 50611619, + "TP": 196422, + "n_pred": 215220, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8887367513565597, + "FN": 440, + "FP": 3948, + "IoU": 0.7997535709396248, + "TN": 50811639, + "TP": 17525, + "n_pred": 21473, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8902134204960584, + "FN": 1269, + "FP": 1586, + "IoU": 0.8021483021483021, + "TN": 50819122, + "TP": 11575, + "n_pred": 13161, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9507080806252339, + "FN": 32546, + "FP": 191832, + "IoU": 0.9060472715655006, + "TN": 48445351, + "TP": 2163823, + "n_pred": 2355655, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7825082246906293, + "FN": 10965, + "FP": 109883, + "IoU": 0.6427215695085825, + "TN": 50495306, + "TP": 217398, + "n_pred": 327281, + "n_ref": 228363 + }, + "8": { + "Dice": 0.960690019226392, + "FN": 3739, + "FP": 4378, + "IoU": 0.9243536933141974, + "TN": 50726250, + "TP": 99185, + "n_pred": 103563, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9303195353775917, + "FN": 6913, + "FP": 9296, + "IoU": 0.869717234394843, + "TN": 50709138, + "TP": 108205, + "n_pred": 117501, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672143159347737, + "FN": 7348, + "FP": 6523, + "IoU": 0.9365101887621524, + "TN": 76666384, + "TP": 204605, + "n_pred": 211128, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7922527702816974, + "FN": 11087, + "FP": 17166, + "IoU": 0.6559756468797565, + "TN": 76802735, + "TP": 53872, + "n_pred": 71038, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8031176929072487, + "FN": 298, + "FP": 965, + "IoU": 0.6710080750195363, + "TN": 76881021, + "TP": 2576, + "n_pred": 3541, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7493087557603687, + "FN": 983, + "FP": 105, + "IoU": 0.5991156963890936, + "TN": 76882146, + "TP": 1626, + "n_pred": 1731, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6344824753278495, + "FN": 11891, + "FP": 23702, + "IoU": 0.4646461607881477, + "TN": 76818375, + "TP": 30892, + "n_pred": 54594, + "n_ref": 42783 + }, + "14": { + "Dice": 0.822895651800661, + "FN": 4825, + "FP": 28183, + "IoU": 0.6990847099150348, + "TN": 76775168, + "TP": 76684, + "n_pred": 104867, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5621810670129976, + "FN": 12528, + "FP": 30285, + "IoU": 0.39099573257467996, + "TN": 76814560, + "TP": 27487, + "n_pred": 57772, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9511301072847238, + "FN": 4648, + "FP": 5551, + "IoU": 0.9068141948687961, + "TN": 76775412, + "TP": 99249, + "n_pred": 104800, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9336885522479011, + "FN": 4712, + "FP": 8455, + "IoU": 0.8756246162565532, + "TN": 76778995, + "TP": 92698, + "n_pred": 101153, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9515914600766403, + "FN": 546, + "FP": 1930, + "IoU": 0.9076532895718336, + "TN": 76858048, + "TP": 24336, + "n_pred": 26266, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8951031010486483, + "FN": 1799, + "FP": 1472, + "IoU": 0.8101236431183607, + "TN": 76867633, + "TP": 13956, + "n_pred": 15428, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9723220793121539, + "FN": 26420, + "FP": 36468, + "IoU": 0.9461350290189737, + "TN": 75717348, + "TP": 1104624, + "n_pred": 1141092, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7941951176812302, + "FN": 11453, + "FP": 66134, + "IoU": 0.6586431431211228, + "TN": 76657570, + "TP": 149703, + "n_pred": 215837, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9631765663140764, + "FN": 3322, + "FP": 2335, + "IoU": 0.9289687472532991, + "TN": 76805219, + "TP": 73984, + "n_pred": 76319, + "n_ref": 77306 + }, + "9": { + "Dice": 0.941886288370022, + "FN": 7155, + "FP": 3286, + "IoU": 0.8901560182214133, + "TN": 76789807, + "TP": 84612, + "n_pred": 87898, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8028509609265623, + "FN": 11029, + "FP": 44735, + "IoU": 0.6706357644056985, + "TN": 130830624, + "TP": 113544, + "n_pred": 158279, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7594731246500077, + "FN": 10773, + "FP": 18864, + "IoU": 0.6122181951404608, + "TN": 130923505, + "TP": 46790, + "n_pred": 65654, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7395139161113289, + "FN": 1795, + "FP": 863, + "IoU": 0.5866894728658063, + "TN": 130993501, + "TP": 3773, + "n_pred": 4636, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7105424456022066, + "FN": 2665, + "FP": 1113, + "IoU": 0.5510398098633392, + "TN": 130991517, + "TP": 4637, + "n_pred": 5750, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6568593500266382, + "FN": 29100, + "FP": 22426, + "IoU": 0.48904733099967274, + "TN": 130899089, + "TP": 49317, + "n_pred": 71743, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6888760368660499, + "FN": 433346, + "FP": 29837, + "IoU": 0.5254087761613669, + "TN": 130023970, + "TP": 512779, + "n_pred": 542616, + "n_ref": 946125 + }, + "15": { + "Dice": 0.11232305558916324, + "FN": 13241, + "FP": 177519, + "IoU": 0.05950332546134922, + "TN": 130797103, + "TP": 12069, + "n_pred": 189588, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8930547647204824, + "FN": 35351, + "FP": 8599, + "IoU": 0.8067741169643092, + "TN": 130772478, + "TP": 183504, + "n_pred": 192103, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9247908869664806, + "FN": 11724, + "FP": 32406, + "IoU": 0.8601032820093392, + "TN": 130684485, + "TP": 271317, + "n_pred": 303723, + "n_ref": 283041 + }, + "4": { + "Dice": 0.02031467835092611, + "FN": 2229, + "FP": 2690, + "IoU": 0.010261569416498993, + "TN": 130994962, + "TP": 51, + "n_pred": 2741, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7829644441379945, + "FN": 6686, + "FP": 2757, + "IoU": 0.6433373621392959, + "TN": 130973456, + "TP": 17033, + "n_pred": 19790, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8732249710439418, + "FN": 71843, + "FP": 335000, + "IoU": 0.7749772124902102, + "TN": 129191924, + "TP": 1401165, + "n_pred": 1736165, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6800965552864426, + "FN": 36852, + "FP": 120457, + "IoU": 0.5152623534777089, + "TN": 130675408, + "TP": 167215, + "n_pred": 287672, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9543686946370399, + "FN": 5031, + "FP": 6539, + "IoU": 0.9127200856957499, + "TN": 130867370, + "TP": 120992, + "n_pred": 127531, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8088184744226743, + "FN": 5453, + "FP": 19019, + "IoU": 0.679005220493717, + "TN": 130923694, + "TP": 51766, + "n_pred": 70785, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648525280898876, + "FN": 2459, + "FP": 1545, + "IoU": 0.9320918557715139, + "TN": 74367736, + "TP": 54958, + "n_pred": 56503, + "n_ref": 57417 + }, + "10": { + "Dice": 0.790187181339374, + "FN": 22439, + "FP": 7478, + "IoU": 0.6531482962911435, + "TN": 74340445, + "TP": 56336, + "n_pred": 63814, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8161395856052345, + "FN": 517, + "FP": 326, + "IoU": 0.689388356669123, + "TN": 74423984, + "TP": 1871, + "n_pred": 2197, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7917998871544104, + "FN": 352, + "FP": 755, + "IoU": 0.6553549190535491, + "TN": 74423486, + "TP": 2105, + "n_pred": 2860, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5920624114519126, + "FN": 55060, + "FP": 11453, + "IoU": 0.42051751176163094, + "TN": 74311918, + "TP": 48267, + "n_pred": 59720, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9137729453376017, + "FN": 15756, + "FP": 13523, + "IoU": 0.8412356711383921, + "TN": 74242280, + "TP": 155139, + "n_pred": 168662, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3358352858238819, + "FN": 6021, + "FP": 58043, + "IoU": 0.20180411407782112, + "TN": 74346437, + "TP": 16197, + "n_pred": 74240, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9353523089682533, + "FN": 9357, + "FP": 5765, + "IoU": 0.8785557108209255, + "TN": 74302180, + "TP": 109396, + "n_pred": 115161, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9522601698945602, + "FN": 8051, + "FP": 4296, + "IoU": 0.9088708308423562, + "TN": 74291209, + "TP": 123142, + "n_pred": 127438, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6367824084133675, + "FN": 15807, + "FP": 909, + "IoU": 0.467117217635245, + "TN": 74395329, + "TP": 14653, + "n_pred": 15562, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971401244915149, + "FN": 15127, + "FP": 36244, + "IoU": 0.9443927868987323, + "TN": 73502879, + "TP": 872448, + "n_pred": 908692, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8606919368617424, + "FN": 7951, + "FP": 38198, + "IoU": 0.7554514575196994, + "TN": 74237987, + "TP": 142562, + "n_pred": 180760, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9370492102620287, + "FN": 2178, + "FP": 3338, + "IoU": 0.8815546489156109, + "TN": 74380128, + "TP": 41054, + "n_pred": 44392, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8805609638272021, + "FN": 3696, + "FP": 4463, + "IoU": 0.7866091277625212, + "TN": 74388463, + "TP": 30076, + "n_pred": 34539, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759455079003548, + "FN": 3713, + "FP": 3025, + "IoU": 0.9530210700988663, + "TN": 106503262, + "TP": 136688, + "n_pred": 139713, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8715240648486476, + "FN": 13358, + "FP": 11993, + "IoU": 0.7723018610332687, + "TN": 106535352, + "TP": 85985, + "n_pred": 97978, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6584491259524877, + "FN": 1713, + "FP": 1335, + "IoU": 0.4908118944203141, + "TN": 106640702, + "TP": 2938, + "n_pred": 4273, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8375191286344406, + "FN": 818, + "FP": 987, + "IoU": 0.72045841722162, + "TN": 106640231, + "TP": 4652, + "n_pred": 5639, + "n_ref": 5470 + }, + "13": { + "Dice": 0.851905463395888, + "FN": 7691, + "FP": 3870, + "IoU": 0.7420168254747507, + "TN": 106601875, + "TP": 33252, + "n_pred": 37122, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9403410476728061, + "FN": 2786, + "FP": 5775, + "IoU": 0.8873997106405366, + "TN": 106570658, + "TP": 67469, + "n_pred": 73244, + "n_ref": 70255 + }, + "15": { + "Dice": 0.22950974032767676, + "FN": 4624, + "FP": 142666, + "IoU": 0.12963061450005023, + "TN": 106477461, + "TP": 21937, + "n_pred": 164603, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9095843385846905, + "FN": 7026, + "FP": 28689, + "IoU": 0.8341629442520037, + "TN": 106431326, + "TP": 179647, + "n_pred": 208336, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9597352818068863, + "FN": 4892, + "FP": 7325, + "IoU": 0.922587553939056, + "TN": 106488871, + "TP": 145600, + "n_pred": 152925, + "n_ref": 150492 + }, + "4": { + "Dice": 0.9026557036196957, + "FN": 532, + "FP": 1528, + "IoU": 0.8225820342778399, + "TN": 106635077, + "TP": 9551, + "n_pred": 11079, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7996046996815637, + "FN": 801, + "FP": 1024, + "IoU": 0.6661178192462496, + "TN": 106641222, + "TP": 3641, + "n_pred": 4665, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9781957182464602, + "FN": 26093, + "FP": 29477, + "IoU": 0.957321999637502, + "TN": 105344612, + "TP": 1246506, + "n_pred": 1275983, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9427821522309712, + "FN": 21643, + "FP": 16616, + "IoU": 0.8917576961271102, + "TN": 106293231, + "TP": 315198, + "n_pred": 331814, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9571530604461518, + "FN": 2015, + "FP": 4164, + "IoU": 0.9178269831770729, + "TN": 106571493, + "TP": 69016, + "n_pred": 73180, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9230565088632484, + "FN": 8564, + "FP": 4193, + "IoU": 0.8571076537070018, + "TN": 106557411, + "TP": 76520, + "n_pred": 80713, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471878667509254, + "FN": 7856, + "FP": 8524, + "IoU": 0.8996741553764362, + "TN": 107963660, + "TP": 146888, + "n_pred": 155412, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8609551602478241, + "FN": 5615, + "FP": 18780, + "IoU": 0.7558571271304331, + "TN": 108027007, + "TP": 75526, + "n_pred": 94306, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8030778894472361, + "FN": 480, + "FP": 774, + "IoU": 0.6709525059039622, + "TN": 108123117, + "TP": 2557, + "n_pred": 3331, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7857681669600202, + "FN": 849, + "FP": 855, + "IoU": 0.6471319113688134, + "TN": 108122099, + "TP": 3125, + "n_pred": 3980, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7821448997778753, + "FN": 18618, + "FP": 14140, + "IoU": 0.6422314934142985, + "TN": 108035366, + "TP": 58804, + "n_pred": 72944, + "n_ref": 77422 + }, + "14": { + "Dice": 0.809205524222376, + "FN": 4239, + "FP": 12574, + "IoU": 0.6795509558389082, + "TN": 108074461, + "TP": 35654, + "n_pred": 48228, + "n_ref": 39893 + }, + "15": { + "Dice": 0.30400423044155234, + "FN": 1361, + "FP": 117094, + "IoU": 0.17924822449333103, + "TN": 107982603, + "TP": 25870, + "n_pred": 142964, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9262491435401029, + "FN": 10601, + "FP": 18031, + "IoU": 0.8626294805425349, + "TN": 107918499, + "TP": 179797, + "n_pred": 197828, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9680891339422967, + "FN": 9733, + "FP": 2826, + "IoU": 0.9381518944952772, + "TN": 107923866, + "TP": 190503, + "n_pred": 193329, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9559614588875096, + "FN": 965, + "FP": 2015, + "IoU": 0.9156380930811913, + "TN": 108091604, + "TP": 32344, + "n_pred": 34359, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8876459143968871, + "FN": 227, + "FP": 697, + "IoU": 0.7979886313948404, + "TN": 108122354, + "TP": 3650, + "n_pred": 4347, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9753722761923408, + "FN": 42075, + "FP": 30508, + "IoU": 0.9519284453554717, + "TN": 106617033, + "TP": 1437312, + "n_pred": 1467820, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8689297600280259, + "FN": 8348, + "FP": 66480, + "IoU": 0.768236780811735, + "TN": 107804064, + "TP": 248036, + "n_pred": 314516, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9477277137866871, + "FN": 1661, + "FP": 2918, + "IoU": 0.9006487448198052, + "TN": 108080839, + "TP": 41510, + "n_pred": 44428, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9231256031768633, + "FN": 3390, + "FP": 6328, + "IoU": 0.8572268092733524, + "TN": 108058862, + "TP": 58348, + "n_pred": 64676, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6905780857278717, + "FN": 12667, + "FP": 87543, + "IoU": 0.5273915750155634, + "TN": 62358124, + "TP": 111826, + "n_pred": 199369, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8753470060736578, + "FN": 7118, + "FP": 7700, + "IoU": 0.7783263022469556, + "TN": 62503314, + "TP": 52028, + "n_pred": 59728, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6555676855895196, + "FN": 851, + "FP": 411, + "IoU": 0.4876167275680065, + "TN": 62567697, + "TP": 1201, + "n_pred": 1612, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7267664462234598, + "FN": 1135, + "FP": 1220, + "IoU": 0.5708037178786222, + "TN": 62564673, + "TP": 3132, + "n_pred": 4352, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8471529379680238, + "FN": 4433, + "FP": 9018, + "IoU": 0.7348354919470893, + "TN": 62519433, + "TP": 37276, + "n_pred": 46294, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9529399893833107, + "FN": 28612, + "FP": 3569, + "IoU": 0.910110193991704, + "TN": 62212155, + "TP": 325824, + "n_pred": 329393, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6543007859951964, + "FN": 32360, + "FP": 29963, + "IoU": 0.4862162206723714, + "TN": 62448858, + "TP": 58979, + "n_pred": 88942, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9515726291232477, + "FN": 7527, + "FP": 8706, + "IoU": 0.9076190259392891, + "TN": 62394442, + "TP": 159485, + "n_pred": 168191, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9663940688048692, + "FN": 7254, + "FP": 6163, + "IoU": 0.9349734165006712, + "TN": 62363829, + "TP": 192914, + "n_pred": 199077, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9211311697798185, + "FN": 1412, + "FP": 2367, + "IoU": 0.8537934769992649, + "TN": 62544313, + "TP": 22068, + "n_pred": 24435, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6878808395396073, + "FN": 3603, + "FP": 546, + "IoU": 0.5242518059855521, + "TN": 62561439, + "TP": 4572, + "n_pred": 5118, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9636078690203709, + "FN": 50137, + "FP": 56169, + "IoU": 0.92977150271253, + "TN": 61056444, + "TP": 1407410, + "n_pred": 1463579, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8663229249119069, + "FN": 11734, + "FP": 42477, + "IoU": 0.7641708066157982, + "TN": 62340286, + "TP": 175663, + "n_pred": 218140, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8680379254960883, + "FN": 3108, + "FP": 17268, + "IoU": 0.7668436470157451, + "TN": 62482768, + "TP": 67016, + "n_pred": 84284, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8518055253426148, + "FN": 2607, + "FP": 13743, + "IoU": 0.7418652015345996, + "TN": 62506821, + "TP": 46989, + "n_pred": 60732, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960403550026549, + "FN": 20833, + "FP": 39469, + "IoU": 0.8116604253272409, + "TN": 55061071, + "TP": 259875, + "n_pred": 299344, + "n_ref": 280708 + }, + "10": { + "Dice": 0.872470756097861, + "FN": 5638, + "FP": 15098, + "IoU": 0.7737899134912236, + "TN": 55289581, + "TP": 70931, + "n_pred": 86029, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7700181983621474, + "FN": 942, + "FP": 1080, + "IoU": 0.6260403181061587, + "TN": 55375841, + "TP": 3385, + "n_pred": 4465, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7872176308539945, + "FN": 1156, + "FP": 775, + "IoU": 0.6491004906414682, + "TN": 55375745, + "TP": 3572, + "n_pred": 4347, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7663508843260826, + "FN": 7750, + "FP": 20983, + "IoU": 0.6212065283307406, + "TN": 55305394, + "TP": 47121, + "n_pred": 68104, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9335132229183467, + "FN": 4891, + "FP": 7971, + "IoU": 0.8753162654982212, + "TN": 55278091, + "TP": 90295, + "n_pred": 98266, + "n_ref": 95186 + }, + "15": { + "Dice": 0.835302341838518, + "FN": 4216, + "FP": 28768, + "IoU": 0.7171838425064522, + "TN": 55264621, + "TP": 83643, + "n_pred": 112411, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9616487161636431, + "FN": 7508, + "FP": 7476, + "IoU": 0.9261304253515017, + "TN": 55178404, + "TP": 187860, + "n_pred": 195336, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9644044086359427, + "FN": 10505, + "FP": 2294, + "IoU": 0.9312558074582534, + "TN": 55195065, + "TP": 173384, + "n_pred": 175678, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8524889633125285, + "FN": 1809, + "FP": 129, + "IoU": 0.74290262669143, + "TN": 55373710, + "TP": 5600, + "n_pred": 5729, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8091344236138811, + "FN": 1583, + "FP": 331, + "IoU": 0.6794506782783454, + "TN": 55375277, + "TP": 4057, + "n_pred": 4388, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9655401287194295, + "FN": 74642, + "FP": 27014, + "IoU": 0.9333761081753471, + "TN": 53855429, + "TP": 1424163, + "n_pred": 1451177, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9234401869963854, + "FN": 19796, + "FP": 5981, + "IoU": 0.8577695134467043, + "TN": 55200014, + "TP": 155457, + "n_pred": 161438, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9564888304862024, + "FN": 1559, + "FP": 2580, + "IoU": 0.916606221792392, + "TN": 55331616, + "TP": 45493, + "n_pred": 48073, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8869597546240356, + "FN": 3202, + "FP": 8960, + "IoU": 0.7968802191195137, + "TN": 55321372, + "TP": 47714, + "n_pred": 56674, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664673780928189, + "FN": 14414, + "FP": 4622, + "IoU": 0.9351106656985761, + "TN": 110853254, + "TP": 274325, + "n_pred": 278947, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8524210018303916, + "FN": 9857, + "FP": 15218, + "IoU": 0.7427994091822919, + "TN": 111049123, + "TP": 72417, + "n_pred": 87635, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8042049934296978, + "FN": 268, + "FP": 1371, + "IoU": 0.6725274725274726, + "TN": 111141610, + "TP": 3366, + "n_pred": 4737, + "n_ref": 3634 + }, + "12": { + "Dice": 0.862338545207342, + "FN": 567, + "FP": 243, + "IoU": 0.7579922318494174, + "TN": 111143268, + "TP": 2537, + "n_pred": 2780, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8477390087350997, + "FN": 9896, + "FP": 9034, + "IoU": 0.7357178756910705, + "TN": 111074987, + "TP": 52698, + "n_pred": 61732, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8947094535993062, + "FN": 5010, + "FP": 3488, + "IoU": 0.8094789704959197, + "TN": 111102011, + "TP": 36106, + "n_pred": 39594, + "n_ref": 41116 + }, + "15": { + "Dice": 0.20417714654174798, + "FN": 1457, + "FP": 184908, + "IoU": 0.11369559427788768, + "TN": 110936343, + "TP": 23907, + "n_pred": 208815, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7983438579768855, + "FN": 8476, + "FP": 65994, + "IoU": 0.6643696395815775, + "TN": 110924734, + "TP": 147411, + "n_pred": 213405, + "n_ref": 155887 + }, + "3": { + "Dice": 0.806092437992703, + "FN": 78194, + "FP": 1846, + "IoU": 0.6751715657428563, + "TN": 110900208, + "TP": 166367, + "n_pred": 168213, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9285658399186292, + "FN": 1036, + "FP": 1703, + "IoU": 0.8666569300423543, + "TN": 111126074, + "TP": 17802, + "n_pred": 19505, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7840937630807869, + "FN": 84, + "FP": 2495, + "IoU": 0.6448636739190305, + "TN": 111139353, + "TP": 4683, + "n_pred": 7178, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9805800547464342, + "FN": 19771, + "FP": 42987, + "IoU": 0.9619000092278253, + "TN": 109499423, + "TP": 1584434, + "n_pred": 1627421, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4207630710558679, + "FN": 265281, + "FP": 46992, + "IoU": 0.2664344173721846, + "TN": 110720923, + "TP": 113419, + "n_pred": 160411, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8752737210789279, + "FN": 3205, + "FP": 18838, + "IoU": 0.7782104299355046, + "TN": 111047228, + "TP": 77344, + "n_pred": 96182, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9141094944822454, + "FN": 4870, + "FP": 4711, + "IoU": 0.8418063237843639, + "TN": 111086050, + "TP": 50984, + "n_pred": 55695, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650166197141111, + "FN": 7965, + "FP": 6117, + "IoU": 0.9323981796186416, + "TN": 96912717, + "TP": 194226, + "n_pred": 200343, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9039888184066229, + "FN": 7137, + "FP": 7151, + "IoU": 0.8247989013144987, + "TN": 97039473, + "TP": 67264, + "n_pred": 74415, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8203766906838579, + "FN": 667, + "FP": 754, + "IoU": 0.6954564937848264, + "TN": 97116359, + "TP": 3245, + "n_pred": 3999, + "n_ref": 3912 + }, + "12": { + "Dice": 0.766384883142715, + "FN": 1430, + "FP": 919, + "IoU": 0.6212512092873267, + "TN": 97114823, + "TP": 3853, + "n_pred": 4772, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8893405297619619, + "FN": 4987, + "FP": 6556, + "IoU": 0.8007319557373936, + "TN": 97063098, + "TP": 46384, + "n_pred": 52940, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9536334844532692, + "FN": 6993, + "FP": 5290, + "IoU": 0.911376148112874, + "TN": 96982428, + "TP": 126314, + "n_pred": 131604, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8286960159211043, + "FN": 3124, + "FP": 23904, + "IoU": 0.707498674285467, + "TN": 97028622, + "TP": 65375, + "n_pred": 89279, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8912933276823481, + "FN": 6516, + "FP": 32727, + "IoU": 0.8039036382988292, + "TN": 96920904, + "TP": 160878, + "n_pred": 193605, + "n_ref": 167394 + }, + "3": { + "Dice": 0.930533436685223, + "FN": 21766, + "FP": 7808, + "IoU": 0.8700911918190923, + "TN": 96893373, + "TP": 198078, + "n_pred": 205886, + "n_ref": 219844 + }, + "4": { + "Dice": 0.91525803201612, + "FN": 881, + "FP": 2147, + "IoU": 0.8437564499484004, + "TN": 97101645, + "TP": 16352, + "n_pred": 18499, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7596454836884782, + "FN": 2387, + "FP": 3986, + "IoU": 0.6124422281683288, + "TN": 97104581, + "TP": 10071, + "n_pred": 14057, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9777771357455391, + "FN": 30888, + "FP": 39877, + "IoU": 0.9565205102887839, + "TN": 95493476, + "TP": 1556784, + "n_pred": 1596661, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9194000591228043, + "FN": 31302, + "FP": 20502, + "IoU": 0.850823717773356, + "TN": 96773758, + "TP": 295463, + "n_pred": 315965, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9605005042168584, + "FN": 4385, + "FP": 3488, + "IoU": 0.9240028572531758, + "TN": 97017429, + "TP": 95723, + "n_pred": 99211, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9359032196174208, + "FN": 5201, + "FP": 7160, + "IoU": 0.8795282880951221, + "TN": 97018420, + "TP": 90244, + "n_pred": 97404, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718747914987965, + "FN": 7773, + "FP": 3187, + "IoU": 0.945288359299731, + "TN": 78856082, + "TP": 189363, + "n_pred": 192550, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8532802421280725, + "FN": 8152, + "FP": 21031, + "IoU": 0.7441052936173198, + "TN": 78942362, + "TP": 84860, + "n_pred": 105891, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7844554902846814, + "FN": 405, + "FP": 1026, + "IoU": 0.6453531598513012, + "TN": 79052370, + "TP": 2604, + "n_pred": 3630, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6332507649715867, + "FN": 831, + "FP": 1686, + "IoU": 0.46332622601279316, + "TN": 79051715, + "TP": 2173, + "n_pred": 3859, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7770280971839463, + "FN": 16415, + "FP": 11741, + "IoU": 0.6353605470368835, + "TN": 78979189, + "TP": 49060, + "n_pred": 60801, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5605093879255229, + "FN": 16399, + "FP": 17284, + "IoU": 0.38938037054494035, + "TN": 79001243, + "TP": 21479, + "n_pred": 38763, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6098661841608176, + "FN": 7860, + "FP": 31382, + "IoU": 0.4387104156535172, + "TN": 78986491, + "TP": 30672, + "n_pred": 62054, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9494478668689165, + "FN": 5401, + "FP": 6030, + "IoU": 0.9037608291167482, + "TN": 78937628, + "TP": 107346, + "n_pred": 113376, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9504256046455686, + "FN": 8775, + "FP": 2972, + "IoU": 0.905534289758106, + "TN": 78932053, + "TP": 112605, + "n_pred": 115577, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8536948066803935, + "FN": 1019, + "FP": 1539, + "IoU": 0.7447360542859994, + "TN": 79046384, + "TP": 7463, + "n_pred": 9002, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8797504254112308, + "FN": 305, + "FP": 967, + "IoU": 0.7853164556962026, + "TN": 79050480, + "TP": 4653, + "n_pred": 5620, + "n_ref": 4958 + }, + "6": { + "Dice": 0.978394172506335, + "FN": 24805, + "FP": 32339, + "IoU": 0.9577022234756213, + "TN": 77705412, + "TP": 1293849, + "n_pred": 1326188, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9207948891967536, + "FN": 63547, + "FP": 7060, + "IoU": 0.8532158344871171, + "TN": 78575379, + "TP": 410419, + "n_pred": 417479, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9122298684051672, + "FN": 1303, + "FP": 4513, + "IoU": 0.8386237513873473, + "TN": 79020365, + "TP": 30224, + "n_pred": 34737, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9359827419558183, + "FN": 4474, + "FP": 4666, + "IoU": 0.879668759956291, + "TN": 78980448, + "TP": 66817, + "n_pred": 71483, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446587277679589, + "FN": 9202, + "FP": 17069, + "IoU": 0.8951215617389916, + "TN": 122461450, + "TP": 224219, + "n_pred": 241288, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8298831458707164, + "FN": 15586, + "FP": 23284, + "IoU": 0.709230999401556, + "TN": 122578260, + "TP": 94810, + "n_pred": 118094, + "n_ref": 110396 + }, + "11": { + "Dice": 0.830526953361599, + "FN": 754, + "FP": 645, + "IoU": 0.7101719494510048, + "TN": 122707113, + "TP": 3428, + "n_pred": 4073, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5214870042456249, + "FN": 3772, + "FP": 849, + "IoU": 0.3527104636503712, + "TN": 122704801, + "TP": 2518, + "n_pred": 3367, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7427439193330366, + "FN": 9567, + "FP": 21074, + "IoU": 0.5907658199107835, + "TN": 122637066, + "TP": 44233, + "n_pred": 65307, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8350735336678674, + "FN": 13920, + "FP": 23121, + "IoU": 0.716846563111546, + "TN": 122581124, + "TP": 93775, + "n_pred": 116896, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7985137736833582, + "FN": 6710, + "FP": 15686, + "IoU": 0.6646050168476226, + "TN": 122645165, + "TP": 44379, + "n_pred": 60065, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6801453533323024, + "FN": 57768, + "FP": 16698, + "IoU": 0.5153183761935446, + "TN": 122558301, + "TP": 79173, + "n_pred": 95871, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8090646424236208, + "FN": 3911, + "FP": 63097, + "IoU": 0.6793522732166698, + "TN": 122502963, + "TP": 141969, + "n_pred": 205066, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8203607072638088, + "FN": 5183, + "FP": 21222, + "IoU": 0.6954335213444525, + "TN": 122625243, + "TP": 60292, + "n_pred": 81514, + "n_ref": 65475 + }, + "5": { + "Dice": 0.674937791329338, + "FN": 7580, + "FP": 1695, + "IoU": 0.5093630977570884, + "TN": 122693036, + "TP": 9629, + "n_pred": 11324, + "n_ref": 17209 + }, + "6": { + "Dice": 0.962357749824169, + "FN": 41491, + "FP": 89099, + "IoU": 0.9274465738659882, + "TN": 120912025, + "TP": 1669325, + "n_pred": 1758424, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6404088672289119, + "FN": 161492, + "FP": 293024, + "IoU": 0.47103048246839097, + "TN": 121852692, + "TP": 404732, + "n_pred": 697756, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8660477366686541, + "FN": 4266, + "FP": 36624, + "IoU": 0.7637426765429817, + "TN": 122538866, + "TP": 132184, + "n_pred": 168808, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8926878565607171, + "FN": 6288, + "FP": 10171, + "IoU": 0.8061754419020927, + "TN": 122627023, + "TP": 68458, + "n_pred": 78629, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..69b7fc07a5a693faefc1042c207b0748c0d591ce --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6963885947953824, + "FN": 1920.648888888889, + "FP": 1764.1933333333336, + "IoU": 0.6142027736235, + "TN": 891924.5933333334, + "TP": 15596.964444444444, + "n_pred": 17361.15777777778, + "n_ref": 17517.613333333335 + }, + "mean": { + "1": { + "Dice": 0.727770475984563, + "FN": 623.9, + "FP": 507.8, + "IoU": 0.6809342728376, + "TN": 895063.1666666666, + "TP": 15011.533333333333, + "n_pred": 15519.333333333334, + "n_ref": 15635.433333333332 + }, + "10": { + "Dice": 0.6545349409927432, + "FN": 3927.133333333333, + "FP": 3934.7, + "IoU": 0.5413242522442512, + "TN": 889394.6333333333, + "TP": 13949.933333333332, + "n_pred": 17884.633333333335, + "n_ref": 17877.066666666666 + }, + "11": { + "Dice": 0.6428218829541986, + "FN": 278.03333333333336, + "FP": 210.93333333333334, + "IoU": 0.5161250715818378, + "TN": 909998.4333333333, + "TP": 719.0, + "n_pred": 929.9333333333333, + "n_ref": 997.0333333333333 + }, + "12": { + "Dice": 0.4578933317997252, + "FN": 278.03333333333336, + "FP": 248.4, + "IoU": 0.3483125674859049, + "TN": 910161.8, + "TP": 518.1666666666666, + "n_pred": 766.5666666666667, + "n_ref": 796.2 + }, + "13": { + "Dice": 0.6339405629183846, + "FN": 3801.6, + "FP": 2939.866666666667, + "IoU": 0.5098258230083227, + "TN": 896216.4, + "TP": 8248.533333333333, + "n_pred": 11188.4, + "n_ref": 12050.133333333333 + }, + "14": { + "Dice": 0.5065324272485543, + "FN": 945.2, + "FP": 1229.0666666666666, + "IoU": 0.4467887743984859, + "TN": 901956.1333333333, + "TP": 7076.0, + "n_pred": 8305.066666666668, + "n_ref": 8021.2 + }, + "15": { + "Dice": 0.6850916996687908, + "FN": 1172.4, + "FP": 1224.8, + "IoU": 0.5961936729297114, + "TN": 902781.0666666667, + "TP": 6028.133333333333, + "n_pred": 7252.933333333333, + "n_ref": 7200.533333333334 + }, + "2": { + "Dice": 0.7577505770400884, + "FN": 514.7666666666667, + "FP": 793.9333333333333, + "IoU": 0.7054025372679427, + "TN": 895381.2, + "TP": 14516.5, + "n_pred": 15310.433333333332, + "n_ref": 15031.266666666666 + }, + "3": { + "Dice": 0.8034965474236037, + "FN": 682.6666666666666, + "FP": 1261.5666666666666, + "IoU": 0.7505602069884935, + "TN": 890750.6333333333, + "TP": 18511.533333333333, + "n_pred": 19773.1, + "n_ref": 19194.2 + }, + "4": { + "Dice": 0.7133179377957272, + "FN": 817.8, + "FP": 1264.1333333333334, + "IoU": 0.6433362402373656, + "TN": 900150.6666666666, + "TP": 8973.8, + "n_pred": 10237.933333333332, + "n_ref": 9791.6 + }, + "5": { + "Dice": 0.5552908217940322, + "FN": 423.3, + "FP": 392.23333333333335, + "IoU": 0.45371135004036456, + "TN": 909145.5666666667, + "TP": 1245.3, + "n_pred": 1637.5333333333333, + "n_ref": 1668.6 + }, + "6": { + "Dice": 0.91077322033442, + "FN": 6587.366666666667, + "FP": 4911.1, + "IoU": 0.8653248689014673, + "TN": 808524.3333333334, + "TP": 91183.6, + "n_pred": 96094.7, + "n_ref": 97770.96666666666 + }, + "7": { + "Dice": 0.6198141934404512, + "FN": 5641.533333333334, + "FP": 4857.066666666667, + "IoU": 0.5353797174165492, + "TN": 877926.7666666667, + "TP": 22781.033333333333, + "n_pred": 27638.1, + "n_ref": 28422.566666666666 + }, + "8": { + "Dice": 0.9119097842680051, + "FN": 1065.8333333333333, + "FP": 800.3, + "IoU": 0.8430662066446599, + "TN": 898303.0666666667, + "TP": 11037.2, + "n_pred": 11837.5, + "n_ref": 12103.033333333333 + }, + "9": { + "Dice": 0.8648905182674483, + "FN": 2050.1666666666665, + "FP": 1887.0, + "IoU": 0.7767560423695413, + "TN": 893115.0333333333, + "TP": 14154.2, + "n_pred": 16041.2, + "n_ref": 16204.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9706413646108746, + "FN": 2157, + "FP": 2540, + "IoU": 0.9429574214859974, + "TN": 1144282, + "TP": 77645, + "n_pred": 80185, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8730861698089333, + "FN": 249, + "FP": 1757, + "IoU": 0.774758589714799, + "TN": 1217718, + "TP": 6900, + "n_pred": 8657, + "n_ref": 7149 + }, + "11": { + "Dice": 0.7236994219653179, + "FN": 286, + "FP": 431, + "IoU": 0.5670289855072463, + "TN": 1224968, + "TP": 939, + "n_pred": 1370, + "n_ref": 1225 + }, + "12": { + "Dice": 0.485, + "FN": 88, + "FP": 118, + "IoU": 0.3201320132013201, + "TN": 1226321, + "TP": 97, + "n_pred": 215, + "n_ref": 185 + }, + "13": { + "Dice": 0.7820448877805486, + "FN": 95, + "FP": 342, + "IoU": 0.6420966420966421, + "TN": 1225403, + "TP": 784, + "n_pred": 1126, + "n_ref": 879 + }, + "14": { + "Dice": 0.9281435909930763, + "FN": 2695, + "FP": 844, + "IoU": 0.8659215760560712, + "TN": 1200229, + "TP": 22856, + "n_pred": 23700, + "n_ref": 25551 + }, + "15": { + "Dice": 0.0, + "FN": 873, + "FP": 0, + "IoU": 0.0, + "TN": 1225751, + "TP": 0, + "n_pred": 0, + "n_ref": 873 + }, + "2": { + "Dice": 0.9315472429335693, + "FN": 314, + "FP": 1311, + "IoU": 0.871865636334963, + "TN": 1213942, + "TP": 11057, + "n_pred": 12368, + "n_ref": 11371 + }, + "3": { + "Dice": 0.9532051720599303, + "FN": 829, + "FP": 4643, + "IoU": 0.9105940788183778, + "TN": 1165420, + "TP": 55732, + "n_pred": 60375, + "n_ref": 56561 + }, + "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": 0.9762079560594937, + "FN": 1406, + "FP": 2094, + "IoU": 0.9535217252735578, + "TN": 1151320, + "TP": 71804, + "n_pred": 73898, + "n_ref": 73210 + }, + "7": { + "Dice": 0.9417743281167041, + "FN": 184, + "FP": 2119, + "IoU": 0.8899560397553516, + "TN": 1205696, + "TP": 18625, + "n_pred": 20744, + "n_ref": 18809 + }, + "8": { + "Dice": 0.8904784998383446, + "FN": 600, + "FP": 2110, + "IoU": 0.8025788591826327, + "TN": 1212897, + "TP": 11017, + "n_pred": 13127, + "n_ref": 11617 + }, + "9": { + "Dice": 0.8947533281127643, + "FN": 891, + "FP": 1797, + "IoU": 0.8095508006234944, + "TN": 1212510, + "TP": 11426, + "n_pred": 13223, + "n_ref": 12317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8145731375747689, + "FN": 271, + "FP": 70, + "IoU": 0.6871559633027523, + "TN": 699838, + "TP": 749, + "n_pred": 819, + "n_ref": 1020 + }, + "10": { + "Dice": 0.5619286123766708, + "FN": 1439, + "FP": 13080, + "IoU": 0.3907515421090177, + "TN": 677097, + "TP": 9312, + "n_pred": 22392, + "n_ref": 10751 + }, + "11": { + "Dice": 0.8621179815209666, + "FN": 203, + "FP": 185, + "IoU": 0.7576514678326046, + "TN": 699327, + "TP": 1213, + "n_pred": 1398, + "n_ref": 1416 + }, + "12": { + "Dice": 0.6749585406301825, + "FN": 1095, + "FP": 1649, + "IoU": 0.509386733416771, + "TN": 695335, + "TP": 2849, + "n_pred": 4498, + "n_ref": 3944 + }, + "13": { + "Dice": 0.493268131588975, + "FN": 11879, + "FP": 4079, + "IoU": 0.32737618545837727, + "TN": 677203, + "TP": 7767, + "n_pred": 11846, + "n_ref": 19646 + }, + "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": 0.9496289139695226, + "FN": 190, + "FP": 957, + "IoU": 0.9040889706497198, + "TN": 688969, + "TP": 10812, + "n_pred": 11769, + "n_ref": 11002 + }, + "3": { + "Dice": 0.9717273018243892, + "FN": 2426, + "FP": 2609, + "IoU": 0.9450093380369371, + "TN": 609367, + "TP": 86526, + "n_pred": 89135, + "n_ref": 88952 + }, + "4": { + "Dice": 0.8736079193919039, + "FN": 1155, + "FP": 275, + "IoU": 0.7755806654111739, + "TN": 694556, + "TP": 4942, + "n_pred": 5217, + "n_ref": 6097 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9175995847167945, + "FN": 3856, + "FP": 4557, + "IoU": 0.8477450412624873, + "TN": 645672, + "TP": 46843, + "n_pred": 51400, + "n_ref": 50699 + }, + "7": { + "Dice": 0.0, + "FN": 58, + "FP": 0, + "IoU": 0.0, + "TN": 700870, + "TP": 0, + "n_pred": 0, + "n_ref": 58 + }, + "8": { + "Dice": 0.9310423825887744, + "FN": 909, + "FP": 295, + "IoU": 0.8709815687955422, + "TN": 691596, + "TP": 8128, + "n_pred": 8423, + "n_ref": 9037 + }, + "9": { + "Dice": 0.8196156317541913, + "FN": 3103, + "FP": 3073, + "IoU": 0.6943633394368288, + "TN": 680721, + "TP": 14031, + "n_pred": 17104, + "n_ref": 17134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8993829699712053, + "FN": 1183, + "FP": 40, + "IoU": 0.8171625056062192, + "TN": 1219935, + "TP": 5466, + "n_pred": 5506, + "n_ref": 6649 + }, + "10": { + "Dice": 0.7851720014460913, + "FN": 4785, + "FP": 2940, + "IoU": 0.6463235967402252, + "TN": 1204782, + "TP": 14117, + "n_pred": 17057, + "n_ref": 18902 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6792796899931616, + "FN": 275, + "FP": 1132, + "IoU": 0.5143251639627201, + "TN": 1223727, + "TP": 1490, + "n_pred": 2622, + "n_ref": 1765 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9102410187201417, + "FN": 4123, + "FP": 6718, + "IoU": 0.8352681963227473, + "TN": 1160814, + "TP": 54969, + "n_pred": 61687, + "n_ref": 59092 + }, + "15": { + "Dice": 0.8571497642934849, + "FN": 11078, + "FP": 740, + "IoU": 0.7500105766383213, + "TN": 1179350, + "TP": 35456, + "n_pred": 36196, + "n_ref": 46534 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.835820895522388, + "FN": 7, + "FP": 4, + "IoU": 0.717948717948718, + "TN": 1226585, + "TP": 28, + "n_pred": 32, + "n_ref": 35 + }, + "4": { + "Dice": 0.9210011979068154, + "FN": 1434, + "FP": 1072, + "IoU": 0.8535701764637139, + "TN": 1209510, + "TP": 14608, + "n_pred": 15680, + "n_ref": 16042 + }, + "5": { + "Dice": 0.8621236133122029, + "FN": 677, + "FP": 1411, + "IoU": 0.7576601671309192, + "TN": 1218008, + "TP": 6528, + "n_pred": 7939, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9578427503343638, + "FN": 3898, + "FP": 11484, + "IoU": 0.9190961830776271, + "TN": 1036497, + "TP": 174745, + "n_pred": 186229, + "n_ref": 178643 + }, + "7": { + "Dice": 0.9549228619187241, + "FN": 2677, + "FP": 3903, + "IoU": 0.9137343332109706, + "TN": 1150348, + "TP": 69696, + "n_pred": 73599, + "n_ref": 72373 + }, + "8": { + "Dice": 0.845180830215571, + "FN": 150, + "FP": 719, + "IoU": 0.7318728787411293, + "TN": 1223383, + "TP": 2372, + "n_pred": 3091, + "n_ref": 2522 + }, + "9": { + "Dice": 0.6953176009700588, + "FN": 6527, + "FP": 6539, + "IoU": 0.5329401251117069, + "TN": 1198649, + "TP": 14909, + "n_pred": 21448, + "n_ref": 21436 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6971428571428572, + "FN": 53, + "FP": 0, + "IoU": 0.5350877192982456, + "TN": 876046, + "TP": 61, + "n_pred": 61, + "n_ref": 114 + }, + "10": { + "Dice": 0.7985455501281405, + "FN": 9080, + "FP": 9314, + "IoU": 0.6646490428441203, + "TN": 821310, + "TP": 36456, + "n_pred": 45770, + "n_ref": 45536 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 876113, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "12": { + "Dice": 0.7789874220484092, + "FN": 1297, + "FP": 794, + "IoU": 0.6379847645429363, + "TN": 870384, + "TP": 3685, + "n_pred": 4479, + "n_ref": 4982 + }, + "13": { + "Dice": 0.7551761205190921, + "FN": 7085, + "FP": 8630, + "IoU": 0.6066529835802964, + "TN": 836208, + "TP": 24237, + "n_pred": 32867, + "n_ref": 31322 + }, + "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": 0.9599171878001409, + "FN": 2755, + "FP": 4757, + "IoU": 0.9229238062013914, + "TN": 778698, + "TP": 89950, + "n_pred": 94707, + "n_ref": 92705 + }, + "3": { + "Dice": 0.9437975413677494, + "FN": 535, + "FP": 1024, + "IoU": 0.8935763533346986, + "TN": 861511, + "TP": 13090, + "n_pred": 14114, + "n_ref": 13625 + }, + "4": { + "Dice": 0.8797136435528178, + "FN": 716, + "FP": 729, + "IoU": 0.7852578392034477, + "TN": 869431, + "TP": 5284, + "n_pred": 6013, + "n_ref": 6000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553394649318729, + "FN": 2967, + "FP": 1612, + "IoU": 0.9144975165253763, + "TN": 822606, + "TP": 48975, + "n_pred": 50587, + "n_ref": 51942 + }, + "7": { + "Dice": 0.8796284981058291, + "FN": 2128, + "FP": 1812, + "IoU": 0.7851221640488656, + "TN": 857824, + "TP": 14396, + "n_pred": 16208, + "n_ref": 16524 + }, + "8": { + "Dice": 0.9332639521269676, + "FN": 572, + "FP": 454, + "IoU": 0.8748780487804878, + "TN": 867960, + "TP": 7174, + "n_pred": 7628, + "n_ref": 7746 + }, + "9": { + "Dice": 0.9013073034687119, + "FN": 889, + "FP": 1942, + "IoU": 0.8203452214748065, + "TN": 860402, + "TP": 12927, + "n_pred": 14869, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.15252152521525214, + "FN": 357, + "FP": 332, + "IoU": 0.08255659121171771, + "TN": 875409, + "TP": 62, + "n_pred": 394, + "n_ref": 419 + }, + "11": { + "Dice": 0.6772486772486772, + "FN": 32, + "FP": 29, + "IoU": 0.512, + "TN": 876035, + "TP": 64, + "n_pred": 93, + "n_ref": 96 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6411174785100286, + "FN": 696, + "FP": 1308, + "IoU": 0.4717975751186083, + "TN": 872366, + "TP": 1790, + "n_pred": 3098, + "n_ref": 2486 + }, + "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": 0.8987458615893958, + "FN": 2372, + "FP": 5855, + "IoU": 0.8161112228704263, + "TN": 831421, + "TP": 36512, + "n_pred": 42367, + "n_ref": 38884 + }, + "5": { + "Dice": 0.48046671528284196, + "FN": 401, + "FP": 4586, + "IoU": 0.31619361031125737, + "TN": 868867, + "TP": 2306, + "n_pred": 6892, + "n_ref": 2707 + }, + "6": { + "Dice": 0.9634682370406142, + "FN": 7738, + "FP": 8602, + "IoU": 0.9295115417301163, + "TN": 644349, + "TP": 215471, + "n_pred": 224073, + "n_ref": 223209 + }, + "7": { + "Dice": 0.053912507701786815, + "FN": 5607, + "FP": 535, + "IoU": 0.027703023587145797, + "TN": 869843, + "TP": 175, + "n_pred": 710, + "n_ref": 5782 + }, + "8": { + "Dice": 0.8848797250859106, + "FN": 62, + "FP": 72, + "IoU": 0.7935285053929122, + "TN": 875511, + "TP": 515, + "n_pred": 587, + "n_ref": 577 + }, + "9": { + "Dice": 0.8889389658340412, + "FN": 4107, + "FP": 2300, + "IoU": 0.8000811283075387, + "TN": 844112, + "TP": 25641, + "n_pred": 27941, + "n_ref": 29748 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377757139540284, + "FN": 2688, + "FP": 1600, + "IoU": 0.8828415300546448, + "TN": 1014792, + "TP": 32312, + "n_pred": 33912, + "n_ref": 35000 + }, + "10": { + "Dice": 0.6537062915466751, + "FN": 20296, + "FP": 24557, + "IoU": 0.4855599394412075, + "TN": 964204, + "TP": 42335, + "n_pred": 66892, + "n_ref": 62631 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 1051259, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "12": { + "Dice": 0.6434782608695652, + "FN": 438, + "FP": 1243, + "IoU": 0.47435897435897434, + "TN": 1048194, + "TP": 1517, + "n_pred": 2760, + "n_ref": 1955 + }, + "13": { + "Dice": 0.38552939768511396, + "FN": 19339, + "FP": 16602, + "IoU": 0.23879617078956286, + "TN": 1004176, + "TP": 11275, + "n_pred": 27877, + "n_ref": 30614 + }, + "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": 130, + "IoU": 0.0, + "TN": 1051262, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "2": { + "Dice": 0.8365791701947503, + "FN": 173, + "FP": 20, + "IoU": 0.7190684133915575, + "TN": 1050705, + "TP": 494, + "n_pred": 514, + "n_ref": 667 + }, + "3": { + "Dice": 0.9238080152067163, + "FN": 1041, + "FP": 2807, + "IoU": 0.8584044745363556, + "TN": 1024216, + "TP": 23328, + "n_pred": 26135, + "n_ref": 24369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7845382963493199, + "FN": 270, + "FP": 31, + "IoU": 0.6454652532391049, + "TN": 1050543, + "TP": 548, + "n_pred": 579, + "n_ref": 818 + }, + "6": { + "Dice": 0.9522923277590671, + "FN": 2272, + "FP": 9981, + "IoU": 0.9089294208586038, + "TN": 916848, + "TP": 122291, + "n_pred": 132272, + "n_ref": 124563 + }, + "7": { + "Dice": 0.4835564799168075, + "FN": 26697, + "FP": 9060, + "IoU": 0.3188753643065318, + "TN": 998895, + "TP": 16740, + "n_pred": 25800, + "n_ref": 43437 + }, + "8": { + "Dice": 0.8356208797146871, + "FN": 1256, + "FP": 1786, + "IoU": 0.717653610543902, + "TN": 1040618, + "TP": 7732, + "n_pred": 9518, + "n_ref": 8988 + }, + "9": { + "Dice": 0.785098491303694, + "FN": 8464, + "FP": 8686, + "IoU": 0.6462239825071684, + "TN": 1002915, + "TP": 31327, + "n_pred": 40013, + "n_ref": 39791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.3535358541057535, + "FN": 11961, + "FP": 1084, + "IoU": 0.21472429568986276, + "TN": 1034780, + "TP": 3567, + "n_pred": 4651, + "n_ref": 15528 + }, + "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": 0.7117973359714518, + "FN": 6516, + "FP": 1641, + "IoU": 0.5525507405375755, + "TN": 1033162, + "TP": 10073, + "n_pred": 11714, + "n_ref": 16589 + }, + "14": { + "Dice": 0.8399490599840272, + "FN": 971, + "FP": 6444, + "IoU": 0.7240622208990771, + "TN": 1024520, + "TP": 19457, + "n_pred": 25901, + "n_ref": 20428 + }, + "15": { + "Dice": 0.7200215129387916, + "FN": 1921, + "FP": 11614, + "IoU": 0.5625262613529849, + "TN": 1020453, + "TP": 17404, + "n_pred": 29018, + "n_ref": 19325 + }, + "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": 575, + "IoU": 0.0, + "TN": 1050817, + "TP": 0, + "n_pred": 575, + "n_ref": 0 + }, + "5": { + "Dice": 0.784299732381802, + "FN": 1983, + "FP": 1644, + "IoU": 0.645142353977106, + "TN": 1041171, + "TP": 6594, + "n_pred": 8238, + "n_ref": 8577 + }, + "6": { + "Dice": 0.9195251683204165, + "FN": 1383, + "FP": 7952, + "IoU": 0.8510380263934766, + "TN": 988725, + "TP": 53332, + "n_pred": 61284, + "n_ref": 54715 + }, + "7": { + "Dice": 0.6645487364620939, + "FN": 3650, + "FP": 996, + "IoU": 0.497621107266436, + "TN": 1042144, + "TP": 4602, + "n_pred": 5598, + "n_ref": 8252 + }, + "8": { + "Dice": 0.9208346928945447, + "FN": 776, + "FP": 4319, + "IoU": 0.853284188095718, + "TN": 1016665, + "TP": 29632, + "n_pred": 33951, + "n_ref": 30408 + }, + "9": { + "Dice": 0.6274509803921569, + "FN": 37, + "FP": 115, + "IoU": 0.45714285714285713, + "TN": 1051112, + "TP": 128, + "n_pred": 243, + "n_ref": 165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 22, + "FP": 5317, + "IoU": 0.0, + "TN": 695589, + "TP": 0, + "n_pred": 5317, + "n_ref": 22 + }, + "7": { + "Dice": 0.9511581067472307, + "FN": 1062, + "FP": 6310, + "IoU": 0.9068650984157465, + "TN": 621774, + "TP": 71782, + "n_pred": 78092, + "n_ref": 72844 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.49105597230236586, + "FN": 1473, + "FP": 291, + "IoU": 0.3254302103250478, + "TN": 698313, + "TP": 851, + "n_pred": 1142, + "n_ref": 2324 + }, + "11": { + "Dice": 0.7152749490835031, + "FN": 1034, + "FP": 1063, + "IoU": 0.5567533291058973, + "TN": 696197, + "TP": 2634, + "n_pred": 3697, + "n_ref": 3668 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8704054871898326, + "FN": 4419, + "FP": 2005, + "IoU": 0.770546844304747, + "TN": 672931, + "TP": 21573, + "n_pred": 23578, + "n_ref": 25992 + }, + "14": { + "Dice": 0.8756140779016839, + "FN": 2810, + "FP": 8913, + "IoU": 0.7787487024629612, + "TN": 647943, + "TP": 41262, + "n_pred": 50175, + "n_ref": 44072 + }, + "15": { + "Dice": 0.6834428878117876, + "FN": 229, + "FP": 14074, + "IoU": 0.5191137410483139, + "TN": 671185, + "TP": 15440, + "n_pred": 29514, + "n_ref": 15669 + }, + "2": { + "Dice": 0.9583176868193767, + "FN": 933, + "FP": 1065, + "IoU": 0.9199711607786589, + "TN": 675962, + "TP": 22968, + "n_pred": 24033, + "n_ref": 23901 + }, + "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": 80, + "IoU": 0.0, + "TN": 700848, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534811207293352, + "FN": 1726, + "FP": 1407, + "IoU": 0.9110978689594507, + "TN": 665687, + "TP": 32108, + "n_pred": 33515, + "n_ref": 33834 + }, + "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": 0.9293207481034526, + "FN": 1672, + "FP": 1151, + "IoU": 0.867973061453559, + "TN": 679546, + "TP": 18559, + "n_pred": 19710, + "n_ref": 20231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667324832246442, + "FN": 3855, + "FP": 374, + "IoU": 0.9356071564522269, + "TN": 635253, + "TP": 61446, + "n_pred": 61820, + "n_ref": 65301 + }, + "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": 0.4981132075471698, + "FN": 493, + "FP": 39, + "IoU": 0.3316582914572864, + "TN": 700132, + "TP": 264, + "n_pred": 303, + "n_ref": 757 + }, + "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": 348, + "IoU": 0.0, + "TN": 700580, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "3": { + "Dice": 0.6099706744868035, + "FN": 102, + "FP": 31, + "IoU": 0.4388185654008439, + "TN": 700691, + "TP": 104, + "n_pred": 135, + "n_ref": 206 + }, + "4": { + "Dice": 0.7993055555555556, + "FN": 208, + "FP": 2104, + "IoU": 0.6657027183342973, + "TN": 694012, + "TP": 4604, + "n_pred": 6708, + "n_ref": 4812 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.669163909816895, + "FN": 69504, + "FP": 799, + "IoU": 0.5028146702309727, + "TN": 559526, + "TP": 71099, + "n_pred": 71898, + "n_ref": 140603 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28186, + "IoU": 0.0, + "TN": 672742, + "TP": 0, + "n_pred": 28186, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918927780965653, + "FN": 587, + "FP": 402, + "IoU": 0.8500151653017896, + "TN": 869566, + "TP": 5605, + "n_pred": 6007, + "n_ref": 6192 + }, + "10": { + "Dice": 0.7915148822745447, + "FN": 5244, + "FP": 4142, + "IoU": 0.6549645259714002, + "TN": 848957, + "TP": 17817, + "n_pred": 21959, + "n_ref": 23061 + }, + "11": { + "Dice": 0.6202916160388822, + "FN": 847, + "FP": 403, + "IoU": 0.44958168207837956, + "TN": 873889, + "TP": 1021, + "n_pred": 1424, + "n_ref": 1868 + }, + "12": { + "Dice": 0.34431741761936785, + "FN": 1941, + "FP": 984, + "IoU": 0.20796100731112915, + "TN": 872467, + "TP": 768, + "n_pred": 1752, + "n_ref": 2709 + }, + "13": { + "Dice": 0.7837848282258376, + "FN": 3323, + "FP": 2272, + "IoU": 0.6444458566344687, + "TN": 860424, + "TP": 10141, + "n_pred": 12413, + "n_ref": 13464 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9377984084880636, + "FN": 341, + "FP": 597, + "IoU": 0.882881758022225, + "TN": 868151, + "TP": 7071, + "n_pred": 7668, + "n_ref": 7412 + }, + "3": { + "Dice": 0.9285087607219823, + "FN": 1339, + "FP": 7054, + "IoU": 0.8665574917323836, + "TN": 813264, + "TP": 54503, + "n_pred": 61557, + "n_ref": 55842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7371489949363204, + "FN": 527, + "FP": 1186, + "IoU": 0.5837181044957472, + "TN": 872045, + "TP": 2402, + "n_pred": 3588, + "n_ref": 2929 + }, + "6": { + "Dice": 0.9275842701801876, + "FN": 3688, + "FP": 4177, + "IoU": 0.8649484005013994, + "TN": 817923, + "TP": 50372, + "n_pred": 54549, + "n_ref": 54060 + }, + "7": { + "Dice": 0.91369926199262, + "FN": 762, + "FP": 2980, + "IoU": 0.8411107808585623, + "TN": 852609, + "TP": 19809, + "n_pred": 22789, + "n_ref": 20571 + }, + "8": { + "Dice": 0.9309580987081815, + "FN": 1282, + "FP": 5388, + "IoU": 0.8708340595286508, + "TN": 824521, + "TP": 44969, + "n_pred": 50357, + "n_ref": 46251 + }, + "9": { + "Dice": 0.8935711289968246, + "FN": 2870, + "FP": 2459, + "IoU": 0.8076173285198556, + "TN": 848460, + "TP": 22371, + "n_pred": 24830, + "n_ref": 25241 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926781922960267, + "FN": 407, + "FP": 800, + "IoU": 0.8635541487678047, + "TN": 692082, + "TP": 7639, + "n_pred": 8439, + "n_ref": 8046 + }, + "10": { + "Dice": 0.5236447520184544, + "FN": 56, + "FP": 357, + "IoU": 0.3546875, + "TN": 700288, + "TP": 227, + "n_pred": 584, + "n_ref": 283 + }, + "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": 0.8607220666044195, + "FN": 654, + "FP": 2926, + "IoU": 0.7554978828028958, + "TN": 686286, + "TP": 11062, + "n_pred": 13988, + "n_ref": 11716 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "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": 0.9480444341587595, + "FN": 1023, + "FP": 773, + "IoU": 0.901220987790122, + "TN": 682746, + "TP": 16386, + "n_pred": 17159, + "n_ref": 17409 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632379055564454, + "FN": 2626, + "FP": 2653, + "IoU": 0.9290828732250568, + "TN": 626489, + "TP": 69160, + "n_pred": 71813, + "n_ref": 71786 + }, + "7": { + "Dice": 0.6210504289600335, + "FN": 1796, + "FP": 15, + "IoU": 0.4503793626707132, + "TN": 697633, + "TP": 1484, + "n_pred": 1499, + "n_ref": 3280 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8838154808444096, + "FN": 5679, + "FP": 6209, + "IoU": 0.791818436536845, + "TN": 643824, + "TP": 45216, + "n_pred": 51425, + "n_ref": 50895 + }, + "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": 0.8362417981292755, + "FN": 5421, + "FP": 1617, + "IoU": 0.7185700575815739, + "TN": 675920, + "TP": 17970, + "n_pred": 19587, + "n_ref": 23391 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 700643, + "TP": 0, + "n_pred": 285, + "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": 0.9544847675688797, + "FN": 3673, + "FP": 77, + "IoU": 0.9129324355700024, + "TN": 657858, + "TP": 39320, + "n_pred": 39397, + "n_ref": 42993 + }, + "7": { + "Dice": 0.9209276591820739, + "FN": 3494, + "FP": 1651, + "IoU": 0.8534438557511537, + "TN": 665822, + "TP": 29961, + "n_pred": 31612, + "n_ref": 33455 + }, + "8": { + "Dice": 0.9469194312796209, + "FN": 80, + "FP": 32, + "IoU": 0.8991899189918992, + "TN": 699817, + "TP": 999, + "n_pred": 1031, + "n_ref": 1079 + }, + "9": { + "Dice": 0.8914075662429162, + "FN": 639, + "FP": 70, + "IoU": 0.8040895274937828, + "TN": 697309, + "TP": 2910, + "n_pred": 2980, + "n_ref": 3549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1051275, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "10": { + "Dice": 0.8473869412224684, + "FN": 5808, + "FP": 1218, + "IoU": 0.7351876978742651, + "TN": 1024860, + "TP": 19506, + "n_pred": 20724, + "n_ref": 25314 + }, + "11": { + "Dice": 0.7534121929026387, + "FN": 786, + "FP": 298, + "IoU": 0.6043795620437956, + "TN": 1048652, + "TP": 1656, + "n_pred": 1954, + "n_ref": 2442 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.7279487472829196, + "FN": 6931, + "FP": 7337, + "IoU": 0.5722636927781275, + "TN": 1018035, + "TP": 19089, + "n_pred": 26426, + "n_ref": 26020 + }, + "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": 0.9568344010659073, + "FN": 699, + "FP": 4031, + "IoU": 0.9172411379780943, + "TN": 994238, + "TP": 52424, + "n_pred": 56455, + "n_ref": 53123 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.9246052864999112, + "FN": 1421, + "FP": 704, + "IoU": 0.859782250082481, + "TN": 1036237, + "TP": 13030, + "n_pred": 13734, + "n_ref": 14451 + }, + "5": { + "Dice": 0.845691382765531, + "FN": 51, + "FP": 26, + "IoU": 0.7326388888888888, + "TN": 1051104, + "TP": 211, + "n_pred": 237, + "n_ref": 262 + }, + "6": { + "Dice": 0.9458391621611403, + "FN": 3489, + "FP": 2241, + "IoU": 0.8972436920538709, + "TN": 995629, + "TP": 50033, + "n_pred": 52274, + "n_ref": 53522 + }, + "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": 0.9236026293760035, + "FN": 1870, + "FP": 3697, + "IoU": 0.8580498750573716, + "TN": 1012174, + "TP": 33651, + "n_pred": 37348, + "n_ref": 35521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924597790269432, + "FN": 304, + "FP": 85, + "IoU": 0.8597692862292718, + "TN": 1223850, + "TP": 2385, + "n_pred": 2470, + "n_ref": 2689 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 1226543, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 62, + "FP": 7, + "IoU": 0.0, + "TN": 1226555, + "TP": 0, + "n_pred": 7, + "n_ref": 62 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1226545, + "TP": 0, + "n_pred": 79, + "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": 664, + "IoU": 0.0, + "TN": 1225960, + "TP": 0, + "n_pred": 664, + "n_ref": 0 + }, + "3": { + "Dice": 0.9329593925069425, + "FN": 4299, + "FP": 5430, + "IoU": 0.8743429124959639, + "TN": 1149199, + "TP": 67696, + "n_pred": 73126, + "n_ref": 71995 + }, + "4": { + "Dice": 0.7199896493724932, + "FN": 834, + "FP": 9987, + "IoU": 0.5624873650588282, + "TN": 1201891, + "TP": 13912, + "n_pred": 23899, + "n_ref": 14746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8869801550398237, + "FN": 44703, + "FP": 21167, + "IoU": 0.7969131539353279, + "TN": 902280, + "TP": 258474, + "n_pred": 279641, + "n_ref": 303177 + }, + "7": { + "Dice": 0.6878933096850112, + "FN": 13151, + "FP": 5150, + "IoU": 0.5242662923392862, + "TN": 1188155, + "TP": 20168, + "n_pred": 25318, + "n_ref": 33319 + }, + "8": { + "Dice": 0.9416010209919465, + "FN": 1212, + "FP": 115, + "IoU": 0.8896465696465696, + "TN": 1214599, + "TP": 10698, + "n_pred": 10813, + "n_ref": 11910 + }, + "9": { + "Dice": 0.4764353645649877, + "FN": 8489, + "FP": 6375, + "IoU": 0.31271096314791696, + "TN": 1204997, + "TP": 6763, + "n_pred": 13138, + "n_ref": 15252 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7689036689745407, + "FN": 2605, + "FP": 5873, + "IoU": 0.6245682401913029, + "TN": 678346, + "TP": 14104, + "n_pred": 19977, + "n_ref": 16709 + }, + "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": 195, + "FP": 0, + "IoU": 0.0, + "TN": 700733, + "TP": 0, + "n_pred": 0, + "n_ref": 195 + }, + "14": { + "Dice": 0.8450301485671661, + "FN": 3895, + "FP": 6077, + "IoU": 0.7316469321851453, + "TN": 663768, + "TP": 27188, + "n_pred": 33265, + "n_ref": 31083 + }, + "15": { + "Dice": 0.9054697647568192, + "FN": 1155, + "FP": 1465, + "IoU": 0.8272679324894515, + "TN": 685760, + "TP": 12548, + "n_pred": 14013, + "n_ref": 13703 + }, + "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": 0.9261312970839953, + "FN": 5803, + "FP": 1404, + "IoU": 0.8624250754018249, + "TN": 648542, + "TP": 45179, + "n_pred": 46583, + "n_ref": 50982 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785352669872015, + "FN": 1781, + "FP": 2603, + "IoU": 0.9579726400352785, + "TN": 596615, + "TP": 99929, + "n_pred": 102532, + "n_ref": 101710 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20189, + "IoU": 0.0, + "TN": 680739, + "TP": 0, + "n_pred": 20189, + "n_ref": 0 + }, + "8": { + "Dice": 0.936483799274769, + "FN": 509, + "FP": 34, + "IoU": 0.8805543334799824, + "TN": 696382, + "TP": 4003, + "n_pred": 4037, + "n_ref": 4512 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948258091115234, + "FN": 72, + "FP": 681, + "IoU": 0.9016072128577028, + "TN": 1043739, + "TP": 6900, + "n_pred": 7581, + "n_ref": 6972 + }, + "10": { + "Dice": 0.8885544362179876, + "FN": 3788, + "FP": 803, + "IoU": 0.7994583497138863, + "TN": 1028499, + "TP": 18302, + "n_pred": 19105, + "n_ref": 22090 + }, + "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": 0.7633091913686254, + "FN": 4033, + "FP": 2307, + "IoU": 0.6172191028195375, + "TN": 1034829, + "TP": 10223, + "n_pred": 12530, + "n_ref": 14256 + }, + "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": 0.9678923868839405, + "FN": 508, + "FP": 621, + "IoU": 0.937782431389838, + "TN": 1033246, + "TP": 17017, + "n_pred": 17638, + "n_ref": 17525 + }, + "4": { + "Dice": 0.9499539576410297, + "FN": 1302, + "FP": 1198, + "IoU": 0.9046783848705533, + "TN": 1025165, + "TP": 23727, + "n_pred": 24925, + "n_ref": 25029 + }, + "5": { + "Dice": 0.13168724279835392, + "FN": 412, + "FP": 10, + "IoU": 0.07048458149779736, + "TN": 1050938, + "TP": 32, + "n_pred": 42, + "n_ref": 444 + }, + "6": { + "Dice": 0.9868332778531739, + "FN": 2656, + "FP": 2486, + "IoU": 0.9740087749449039, + "TN": 853556, + "TP": 192694, + "n_pred": 195180, + "n_ref": 195350 + }, + "7": { + "Dice": 0.9806376811594203, + "FN": 75, + "FP": 92, + "IoU": 0.9620109190172884, + "TN": 1046996, + "TP": 4229, + "n_pred": 4321, + "n_ref": 4304 + }, + "8": { + "Dice": 0.8015921010676313, + "FN": 17992, + "FP": 53, + "IoU": 0.6688808558269262, + "TN": 996895, + "TP": 36452, + "n_pred": 36505, + "n_ref": 54444 + }, + "9": { + "Dice": 0.9523708721422524, + "FN": 1130, + "FP": 220, + "IoU": 0.909072539907052, + "TN": 1036545, + "TP": 13497, + "n_pred": 13717, + "n_ref": 14627 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1738, + "IoU": 0.0, + "TN": 699190, + "TP": 0, + "n_pred": 1738, + "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": 0.9537301988067852, + "FN": 4009, + "FP": 939, + "IoU": 0.9115528305596768, + "TN": 644985, + "TP": 50995, + "n_pred": 51934, + "n_ref": 55004 + }, + "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": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.963171410228975, + "FN": 1826, + "FP": 1616, + "IoU": 0.9289591546098119, + "TN": 652477, + "TP": 45009, + "n_pred": 46625, + "n_ref": 46835 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8094009542321965, + "FN": 2323, + "FP": 3070, + "IoU": 0.6798266445024934, + "TN": 859316, + "TP": 11451, + "n_pred": 14521, + "n_ref": 13774 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7462359704352587, + "FN": 662, + "FP": 265, + "IoU": 0.5951965065502184, + "TN": 873870, + "TP": 1363, + "n_pred": 1628, + "n_ref": 2025 + }, + "13": { + "Dice": 0.37338100913786254, + "FN": 7541, + "FP": 8231, + "IoU": 0.2295442333056519, + "TN": 855689, + "TP": 4699, + "n_pred": 12930, + "n_ref": 12240 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "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": 0.982147455154064, + "FN": 255, + "FP": 161, + "IoU": 0.9649211569272282, + "TN": 864301, + "TP": 11443, + "n_pred": 11604, + "n_ref": 11698 + }, + "4": { + "Dice": 0.78606508144013, + "FN": 596, + "FP": 5459, + "IoU": 0.6475347808370685, + "TN": 858981, + "TP": 11124, + "n_pred": 16583, + "n_ref": 11720 + }, + "5": { + "Dice": 0.8337209302325581, + "FN": 968, + "FP": 176, + "IoU": 0.7148554336989033, + "TN": 872148, + "TP": 2868, + "n_pred": 3044, + "n_ref": 3836 + }, + "6": { + "Dice": 0.9781932857686028, + "FN": 2600, + "FP": 3250, + "IoU": 0.9573173401041895, + "TN": 739102, + "TP": 131208, + "n_pred": 134458, + "n_ref": 133808 + }, + "7": { + "Dice": 0.5320685610815037, + "FN": 17842, + "FP": 4899, + "IoU": 0.3624614522007289, + "TN": 840490, + "TP": 12929, + "n_pred": 17828, + "n_ref": 30771 + }, + "8": { + "Dice": 0.9698718908689911, + "FN": 686, + "FP": 1527, + "IoU": 0.9415060925646922, + "TN": 838327, + "TP": 35620, + "n_pred": 37147, + "n_ref": 36306 + }, + "9": { + "Dice": 0.9524335265433802, + "FN": 752, + "FP": 282, + "IoU": 0.9091867205339891, + "TN": 864774, + "TP": 10352, + "n_pred": 10634, + "n_ref": 11104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759318948585819, + "FN": 1693, + "FP": 1824, + "IoU": 0.9529951083905803, + "TN": 801338, + "TP": 71305, + "n_pred": 73129, + "n_ref": 72998 + }, + "10": { + "Dice": 0.6854072472315051, + "FN": 4343, + "FP": 458, + "IoU": 0.5213837104974579, + "TN": 866129, + "TP": 5230, + "n_pred": 5688, + "n_ref": 9573 + }, + "11": { + "Dice": 0.7725158963651894, + "FN": 1471, + "FP": 926, + "IoU": 0.6293490026287305, + "TN": 869693, + "TP": 4070, + "n_pred": 4996, + "n_ref": 5541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8182499855799734, + "FN": 2850, + "FP": 3452, + "IoU": 0.692405310425615, + "TN": 855672, + "TP": 14186, + "n_pred": 17638, + "n_ref": 17036 + }, + "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": 0.8975917173081251, + "FN": 17, + "FP": 438, + "IoU": 0.8142098815843202, + "TN": 873711, + "TP": 1994, + "n_pred": 2432, + "n_ref": 2011 + }, + "3": { + "Dice": 0.9788495667606222, + "FN": 695, + "FP": 318, + "IoU": 0.9585752842070827, + "TN": 851706, + "TP": 23441, + "n_pred": 23759, + "n_ref": 24136 + }, + "4": { + "Dice": 0.9473925698636422, + "FN": 1661, + "FP": 2008, + "IoU": 0.9000435896038794, + "TN": 839454, + "TP": 33037, + "n_pred": 35045, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632109108842419, + "FN": 3570, + "FP": 9410, + "IoU": 0.9290326460762927, + "TN": 693259, + "TP": 169921, + "n_pred": 179331, + "n_ref": 173491 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.9769545877208414, + "FN": 485, + "FP": 432, + "IoU": 0.9549474304804952, + "TN": 855806, + "TP": 19437, + "n_pred": 19869, + "n_ref": 19922 + }, + "9": { + "Dice": 0.9472723341901078, + "FN": 1589, + "FP": 606, + "IoU": 0.8998265790434465, + "TN": 854248, + "TP": 19717, + "n_pred": 20323, + "n_ref": 21306 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0214.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": 0.7985305935024681, + "FN": 1002, + "FP": 753, + "IoU": 0.6646283202751767, + "TN": 870927, + "TP": 3478, + "n_pred": 4231, + "n_ref": 4480 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 875821, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9253080522280199, + "FN": 792, + "FP": 2257, + "IoU": 0.8609984043765672, + "TN": 854225, + "TP": 18886, + "n_pred": 21143, + "n_ref": 19678 + }, + "15": { + "Dice": 0.7738020176544766, + "FN": 13497, + "FP": 853, + "IoU": 0.6310579766036766, + "TN": 837265, + "TP": 24545, + "n_pred": 25398, + "n_ref": 38042 + }, + "2": { + "Dice": 0.9612580334862193, + "FN": 2967, + "FP": 2591, + "IoU": 0.9254059857737217, + "TN": 801650, + "TP": 68952, + "n_pred": 71543, + "n_ref": 71919 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 875936, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7661022576361222, + "FN": 2437, + "FP": 381, + "IoU": 0.6208798600834118, + "TN": 868727, + "TP": 4615, + "n_pred": 4996, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9647840709266329, + "FN": 1779, + "FP": 3488, + "IoU": 0.9319640896467093, + "TN": 798745, + "TP": 72148, + "n_pred": 75636, + "n_ref": 73927 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9688485536018151, + "FN": 1307, + "FP": 1439, + "IoU": 0.9395792994191163, + "TN": 830712, + "TP": 42702, + "n_pred": 44141, + "n_ref": 44009 + }, + "9": { + "Dice": 0.9072515193839417, + "FN": 1218, + "FP": 1239, + "IoU": 0.8302473400580351, + "TN": 861686, + "TP": 12017, + "n_pred": 13256, + "n_ref": 13235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751212696104604, + "FN": 3066, + "FP": 1314, + "IoU": 0.9514503918330248, + "TN": 1136407, + "TP": 85837, + "n_pred": 87151, + "n_ref": 88903 + }, + "10": { + "Dice": 0.9249286587851611, + "FN": 3072, + "FP": 4294, + "IoU": 0.8603416567127391, + "TN": 1173881, + "TP": 45377, + "n_pred": 49671, + "n_ref": 48449 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6686217008797654, + "FN": 113, + "FP": 0, + "IoU": 0.5022026431718062, + "TN": 1226397, + "TP": 114, + "n_pred": 114, + "n_ref": 227 + }, + "13": { + "Dice": 0.8600718279765422, + "FN": 5467, + "FP": 689, + "IoU": 0.7544965104685942, + "TN": 1201549, + "TP": 18919, + "n_pred": 19608, + "n_ref": 24386 + }, + "14": { + "Dice": 0.9072936821738034, + "FN": 1502, + "FP": 702, + "IoU": 0.8303179613519132, + "TN": 1213635, + "TP": 10785, + "n_pred": 11487, + "n_ref": 12287 + }, + "15": { + "Dice": 0.8964164394048132, + "FN": 3520, + "FP": 810, + "IoU": 0.8122778114974422, + "TN": 1203558, + "TP": 18736, + "n_pred": 19546, + "n_ref": 22256 + }, + "2": { + "Dice": 0.4, + "FN": 0, + "FP": 3, + "IoU": 0.25, + "TN": 1226620, + "TP": 1, + "n_pred": 4, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9510034602076125, + "FN": 434, + "FP": 274, + "IoU": 0.9065839820556801, + "TN": 1219045, + "TP": 6871, + "n_pred": 7145, + "n_ref": 7305 + }, + "5": { + "Dice": 0.0, + "FN": 362, + "FP": 0, + "IoU": 0.0, + "TN": 1226262, + "TP": 0, + "n_pred": 0, + "n_ref": 362 + }, + "6": { + "Dice": 0.9244179955157891, + "FN": 3813, + "FP": 3401, + "IoU": 0.8594584063900254, + "TN": 1175294, + "TP": 44116, + "n_pred": 47517, + "n_ref": 47929 + }, + "7": { + "Dice": 0.9608047746472568, + "FN": 7880, + "FP": 3501, + "IoU": 0.924566194307833, + "TN": 1075750, + "TP": 139493, + "n_pred": 142994, + "n_ref": 147373 + }, + "8": { + "Dice": 0.9634070704982427, + "FN": 176, + "FP": 1, + "IoU": 0.929397686477862, + "TN": 1224117, + "TP": 2330, + "n_pred": 2331, + "n_ref": 2506 + }, + "9": { + "Dice": 0.9471753484959647, + "FN": 236, + "FP": 52, + "IoU": 0.8996515679442508, + "TN": 1223754, + "TP": 2582, + "n_pred": 2634, + "n_ref": 2818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.19007818819088704, + "FN": 1113, + "FP": 10903, + "IoU": 0.10502011023387457, + "TN": 862734, + "TP": 1410, + "n_pred": 12313, + "n_ref": 2523 + }, + "11": { + "Dice": 0.7707298433320596, + "FN": 834, + "FP": 366, + "IoU": 0.6269816599316133, + "TN": 872943, + "TP": 2017, + "n_pred": 2383, + "n_ref": 2851 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8684585731636479, + "FN": 763, + "FP": 1728, + "IoU": 0.7675004666791114, + "TN": 865446, + "TP": 8223, + "n_pred": 9951, + "n_ref": 8986 + }, + "14": { + "Dice": 0.0003968253968253968, + "FN": 4915, + "FP": 123, + "IoU": 0.00019845207382417147, + "TN": 871121, + "TP": 1, + "n_pred": 124, + "n_ref": 4916 + }, + "15": { + "Dice": 0.9273690646015895, + "FN": 2030, + "FP": 5098, + "IoU": 0.8645742295854391, + "TN": 823526, + "TP": 45506, + "n_pred": 50604, + "n_ref": 47536 + }, + "2": { + "Dice": 0.9631784996296688, + "FN": 350, + "FP": 346, + "IoU": 0.9289723441167466, + "TN": 866361, + "TP": 9103, + "n_pred": 9449, + "n_ref": 9453 + }, + "3": { + "Dice": 0.9623551806754406, + "FN": 1275, + "FP": 1019, + "IoU": 0.9274418016194332, + "TN": 844544, + "TP": 29322, + "n_pred": 30341, + "n_ref": 30597 + }, + "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": 0.9670152594099695, + "FN": 3609, + "FP": 4497, + "IoU": 0.9361370225639732, + "TN": 749232, + "TP": 118822, + "n_pred": 123319, + "n_ref": 122431 + }, + "7": { + "Dice": 0.6050485436893204, + "FN": 2996, + "FP": 55, + "IoU": 0.43374164810690424, + "TN": 870772, + "TP": 2337, + "n_pred": 2392, + "n_ref": 5333 + }, + "8": { + "Dice": 0.8896683673469388, + "FN": 54, + "FP": 292, + "IoU": 0.8012636415852958, + "TN": 874419, + "TP": 1395, + "n_pred": 1687, + "n_ref": 1449 + }, + "9": { + "Dice": 0.9109264057610122, + "FN": 3856, + "FP": 4085, + "IoU": 0.8364231862563342, + "TN": 827614, + "TP": 40605, + "n_pred": 44690, + "n_ref": 44461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209003215434084, + "FN": 10, + "FP": 236, + "IoU": 0.8533969010727056, + "TN": 699250, + "TP": 1432, + "n_pred": 1668, + "n_ref": 1442 + }, + "10": { + "Dice": 0.8409954776239492, + "FN": 2060, + "FP": 3671, + "IoU": 0.7256188059558577, + "TN": 680041, + "TP": 15156, + "n_pred": 18827, + "n_ref": 17216 + }, + "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": 0.16228944031878284, + "FN": 9201, + "FP": 49, + "IoU": 0.08831066430120245, + "TN": 690782, + "TP": 896, + "n_pred": 945, + "n_ref": 10097 + }, + "14": { + "Dice": 0.5376526458616011, + "FN": 5420, + "FP": 32, + "IoU": 0.3676641150545117, + "TN": 692306, + "TP": 3170, + "n_pred": 3202, + "n_ref": 8590 + }, + "15": { + "Dice": 0.880469829571626, + "FN": 598, + "FP": 440, + "IoU": 0.7864636905986423, + "TN": 696067, + "TP": 3823, + "n_pred": 4263, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9274732308348779, + "FN": 998, + "FP": 4441, + "IoU": 0.8647553212651681, + "TN": 660712, + "TP": 34777, + "n_pred": 39218, + "n_ref": 35775 + }, + "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": 0.9631260475554672, + "FN": 937, + "FP": 1659, + "IoU": 0.9288747636921559, + "TN": 664429, + "TP": 33903, + "n_pred": 35562, + "n_ref": 34840 + }, + "7": { + "Dice": 0.5871304964120131, + "FN": 4492, + "FP": 9489, + "IoU": 0.41555889975754534, + "TN": 677006, + "TP": 9941, + "n_pred": 19430, + "n_ref": 14433 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791761306852252, + "FN": 986, + "FP": 1306, + "IoU": 0.9592018369853504, + "TN": 819981, + "TP": 53887, + "n_pred": 55193, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8991670616916096, + "FN": 2468, + "FP": 4977, + "IoU": 0.8168061023622047, + "TN": 835520, + "TP": 33195, + "n_pred": 38172, + "n_ref": 35663 + }, + "11": { + "Dice": 0.865979381443299, + "FN": 26, + "FP": 13, + "IoU": 0.7636363636363637, + "TN": 875995, + "TP": 126, + "n_pred": 139, + "n_ref": 152 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5888801879404855, + "FN": 608, + "FP": 967, + "IoU": 0.41731409544950054, + "TN": 873457, + "TP": 1128, + "n_pred": 2095, + "n_ref": 1736 + }, + "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": 0.9676009566578916, + "FN": 2930, + "FP": 2719, + "IoU": 0.9372354254858172, + "TN": 786157, + "TP": 84354, + "n_pred": 87073, + "n_ref": 87284 + }, + "3": { + "Dice": 0.973964277183577, + "FN": 526, + "FP": 455, + "IoU": 0.9492498706673564, + "TN": 856830, + "TP": 18349, + "n_pred": 18804, + "n_ref": 18875 + }, + "4": { + "Dice": 0.8851218013005079, + "FN": 273, + "FP": 3278, + "IoU": 0.7939179385990366, + "TN": 858929, + "TP": 13680, + "n_pred": 16958, + "n_ref": 13953 + }, + "5": { + "Dice": 0.8036313400434182, + "FN": 1758, + "FP": 232, + "IoU": 0.6717255031342791, + "TN": 870098, + "TP": 4072, + "n_pred": 4304, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9561987992623108, + "FN": 3669, + "FP": 8420, + "IoU": 0.9160736724450338, + "TN": 732117, + "TP": 131954, + "n_pred": 140374, + "n_ref": 135623 + }, + "7": { + "Dice": 0.9432189233246024, + "FN": 6682, + "FP": 4569, + "IoU": 0.8925395658029207, + "TN": 771461, + "TP": 93448, + "n_pred": 98017, + "n_ref": 100130 + }, + "8": { + "Dice": 0.964244008229995, + "FN": 228, + "FP": 415, + "IoU": 0.930956727155589, + "TN": 866847, + "TP": 8670, + "n_pred": 9085, + "n_ref": 8898 + }, + "9": { + "Dice": 0.8417415342087077, + "FN": 27, + "FP": 431, + "IoU": 0.7267303102625299, + "TN": 874484, + "TP": 1218, + "n_pred": 1649, + "n_ref": 1245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1291, + "IoU": 0.0, + "TN": 699637, + "TP": 0, + "n_pred": 1291, + "n_ref": 0 + }, + "10": { + "Dice": 0.00015073861923424781, + "FN": 10528, + "FP": 2738, + "IoU": 7.537499057812617e-05, + "TN": 687661, + "TP": 1, + "n_pred": 2739, + "n_ref": 10529 + }, + "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": 0.5193370165745856, + "FN": 2114, + "FP": 9892, + "IoU": 0.35074626865671643, + "TN": 682436, + "TP": 6486, + "n_pred": 16378, + "n_ref": 8600 + }, + "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": 0.25971283783783783, + "FN": 12, + "FP": 3494, + "IoU": 0.1492356224217423, + "TN": 696807, + "TP": 615, + "n_pred": 4109, + "n_ref": 627 + }, + "4": { + "Dice": 0.21187800963081863, + "FN": 1370, + "FP": 103, + "IoU": 0.118491921005386, + "TN": 699257, + "TP": 198, + "n_pred": 301, + "n_ref": 1568 + }, + "5": { + "Dice": 0.7446609993779805, + "FN": 2853, + "FP": 2073, + "IoU": 0.5931951441076885, + "TN": 688819, + "TP": 7183, + "n_pred": 9256, + "n_ref": 10036 + }, + "6": { + "Dice": 0.9276671219750872, + "FN": 12298, + "FP": 8990, + "IoU": 0.8650924922527045, + "TN": 543131, + "TP": 136509, + "n_pred": 145499, + "n_ref": 148807 + }, + "7": { + "Dice": 0.2950055364531733, + "FN": 2040, + "FP": 22154, + "IoU": 0.17302433688815969, + "TN": 671672, + "TP": 5062, + "n_pred": 27216, + "n_ref": 7102 + }, + "8": { + "Dice": 0.9384241644388734, + "FN": 3365, + "FP": 2186, + "IoU": 0.8839916405433647, + "TN": 653078, + "TP": 42299, + "n_pred": 44485, + "n_ref": 45664 + }, + "9": { + "Dice": 0.8459891286443749, + "FN": 3217, + "FP": 5198, + "IoU": 0.7330859263488438, + "TN": 669401, + "TP": 23112, + "n_pred": 28310, + "n_ref": 26329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716953152200544, + "FN": 1379, + "FP": 816, + "IoU": 0.9449488362760835, + "TN": 1186752, + "TP": 37677, + "n_pred": 38493, + "n_ref": 39056 + }, + "10": { + "Dice": 0.7678847756219498, + "FN": 2401, + "FP": 1499, + "IoU": 0.623224809197179, + "TN": 1216273, + "TP": 6451, + "n_pred": 7950, + "n_ref": 8852 + }, + "11": { + "Dice": 0.5625347415230684, + "FN": 911, + "FP": 663, + "IoU": 0.391337973704563, + "TN": 1224038, + "TP": 1012, + "n_pred": 1675, + "n_ref": 1923 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1226569, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.714992503748126, + "FN": 6095, + "FP": 1509, + "IoU": 0.5564111538910279, + "TN": 1209482, + "TP": 9538, + "n_pred": 11047, + "n_ref": 15633 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9551024790948015, + "FN": 3227, + "FP": 3463, + "IoU": 0.9140633028465728, + "TN": 1148776, + "TP": 71158, + "n_pred": 74621, + "n_ref": 74385 + }, + "3": { + "Dice": 0.8191653786707882, + "FN": 175, + "FP": 527, + "IoU": 0.693717277486911, + "TN": 1224332, + "TP": 1590, + "n_pred": 2117, + "n_ref": 1765 + }, + "4": { + "Dice": 0.9304810929234276, + "FN": 1857, + "FP": 2046, + "IoU": 0.8699996669220265, + "TN": 1196601, + "TP": 26120, + "n_pred": 28166, + "n_ref": 27977 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968158194309573, + "FN": 2582, + "FP": 6173, + "IoU": 0.9382816134899262, + "TN": 1084770, + "TP": 133099, + "n_pred": 139272, + "n_ref": 135681 + }, + "7": { + "Dice": 0.9021440189265119, + "FN": 2570, + "FP": 7357, + "IoU": 0.8217325719211291, + "TN": 1170938, + "TP": 45759, + "n_pred": 53116, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9413564042276349, + "FN": 1911, + "FP": 658, + "IoU": 0.889209936173883, + "TN": 1203436, + "TP": 20619, + "n_pred": 21277, + "n_ref": 22530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8879957533934936, + "FN": 277, + "FP": 1200, + "IoU": 0.7985542825968358, + "TN": 868828, + "TP": 5855, + "n_pred": 7055, + "n_ref": 6132 + }, + "11": { + "Dice": 0.7398255813953488, + "FN": 452, + "FP": 622, + "IoU": 0.5870818915801614, + "TN": 873559, + "TP": 1527, + "n_pred": 2149, + "n_ref": 1979 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9365581746894043, + "FN": 886, + "FP": 457, + "IoU": 0.880685856432125, + "TN": 864904, + "TP": 9913, + "n_pred": 10370, + "n_ref": 10799 + }, + "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": 0.9003368337626313, + "FN": 425, + "FP": 78, + "IoU": 0.8187387387387387, + "TN": 873385, + "TP": 2272, + "n_pred": 2350, + "n_ref": 2697 + }, + "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": 0.9604144377498733, + "FN": 860, + "FP": 3358, + "IoU": 0.9238435705774022, + "TN": 820774, + "TP": 51168, + "n_pred": 54526, + "n_ref": 52028 + }, + "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": 0.9415149650754587, + "FN": 2812, + "FP": 420, + "IoU": 0.8894929394467809, + "TN": 846913, + "TP": 26015, + "n_pred": 26435, + "n_ref": 28827 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.884658748262933, + "FN": 4979, + "FP": 3819, + "IoU": 0.7931731628191264, + "TN": 833622, + "TP": 33740, + "n_pred": 37559, + "n_ref": 38719 + }, + "11": { + "Dice": 0.8624796968056307, + "FN": 292, + "FP": 216, + "IoU": 0.7582103760114232, + "TN": 874059, + "TP": 1593, + "n_pred": 1809, + "n_ref": 1885 + }, + "12": { + "Dice": 0.8603945371775418, + "FN": 478, + "FP": 258, + "IoU": 0.7549933422103862, + "TN": 873156, + "TP": 2268, + "n_pred": 2526, + "n_ref": 2746 + }, + "13": { + "Dice": 0.8810752430097204, + "FN": 2669, + "FP": 1295, + "IoU": 0.7874302874302874, + "TN": 857512, + "TP": 14684, + "n_pred": 15979, + "n_ref": 17353 + }, + "14": { + "Dice": 0.8283573069019703, + "FN": 1233, + "FP": 4447, + "IoU": 0.7070050551944702, + "TN": 856774, + "TP": 13706, + "n_pred": 18153, + "n_ref": 14939 + }, + "15": { + "Dice": 0.891867415323311, + "FN": 271, + "FP": 1520, + "IoU": 0.8048381824125531, + "TN": 866983, + "TP": 7386, + "n_pred": 8906, + "n_ref": 7657 + }, + "2": { + "Dice": 0.8766368022053757, + "FN": 44, + "FP": 314, + "IoU": 0.7803680981595092, + "TN": 874530, + "TP": 1272, + "n_pred": 1586, + "n_ref": 1316 + }, + "3": { + "Dice": 0.9737272429957484, + "FN": 23, + "FP": 218, + "IoU": 0.9487996600807308, + "TN": 871453, + "TP": 4466, + "n_pred": 4684, + "n_ref": 4489 + }, + "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": 0.9669286044459385, + "FN": 1796, + "FP": 2139, + "IoU": 0.9359746176374878, + "TN": 814700, + "TP": 57525, + "n_pred": 59664, + "n_ref": 59321 + }, + "7": { + "Dice": 0.9270578647106764, + "FN": 1348, + "FP": 2590, + "IoU": 0.8640334219521458, + "TN": 847197, + "TP": 25025, + "n_pred": 27615, + "n_ref": 26373 + }, + "8": { + "Dice": 0.75, + "FN": 69, + "FP": 389, + "IoU": 0.6, + "TN": 875015, + "TP": 687, + "n_pred": 1076, + "n_ref": 756 + }, + "9": { + "Dice": 0.9156896482733784, + "FN": 3530, + "FP": 2791, + "IoU": 0.844490368292863, + "TN": 835513, + "TP": 34326, + "n_pred": 37117, + "n_ref": 37856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.7538687236761157, + "FN": 11349, + "FP": 9455, + "IoU": 0.604967340118487, + "TN": 1173960, + "TP": 31860, + "n_pred": 41315, + "n_ref": 43209 + }, + "11": { + "Dice": 0.5605095541401274, + "FN": 165, + "FP": 180, + "IoU": 0.3893805309734513, + "TN": 1226059, + "TP": 220, + "n_pred": 400, + "n_ref": 385 + }, + "12": { + "Dice": 0.5292331055429005, + "FN": 1892, + "FP": 588, + "IoU": 0.35983479607640684, + "TN": 1222750, + "TP": 1394, + "n_pred": 1982, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6497019953355792, + "FN": 4775, + "FP": 8743, + "IoU": 0.4811545252168573, + "TN": 1200570, + "TP": 12536, + "n_pred": 21279, + "n_ref": 17311 + }, + "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": 0.9449326303456356, + "FN": 78, + "FP": 110, + "IoU": 0.8956135480288728, + "TN": 1224823, + "TP": 1613, + "n_pred": 1723, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9746119863950897, + "FN": 1426, + "FP": 1821, + "IoU": 0.9504811578289183, + "TN": 1161053, + "TP": 62324, + "n_pred": 64145, + "n_ref": 63750 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 0, + "IoU": 0.0, + "TN": 1224549, + "TP": 0, + "n_pred": 0, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.911495146944435, + "FN": 894, + "FP": 1723, + "IoU": 0.8373827129807991, + "TN": 1210531, + "TP": 13476, + "n_pred": 15199, + "n_ref": 14370 + }, + "7": { + "Dice": 0.6891662568178898, + "FN": 62055, + "FP": 8098, + "IoU": 0.5257465032483116, + "TN": 1078701, + "TP": 77770, + "n_pred": 85868, + "n_ref": 139825 + }, + "8": { + "Dice": 0.9298314131354554, + "FN": 205, + "FP": 1951, + "IoU": 0.8688644243050909, + "TN": 1210183, + "TP": 14285, + "n_pred": 16236, + "n_ref": 14490 + }, + "9": { + "Dice": 0.9268310123527413, + "FN": 1669, + "FP": 2424, + "IoU": 0.8636393923240938, + "TN": 1196608, + "TP": 25923, + "n_pred": 28347, + "n_ref": 27592 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6463691362311637, + "FN": 2619.6933333333336, + "FP": 1552.8644444444442, + "IoU": 0.5652042505153915, + "TN": 904457.4422222221, + "TP": 14258.533333333333, + "n_pred": 15811.397777777778, + "n_ref": 16878.22666666667 + }, + "mean": { + "1": { + "Dice": 0.7036386938631954, + "FN": 375.3333333333333, + "FP": 913.6, + "IoU": 0.6473282506619752, + "TN": 917805.7666666667, + "TP": 3793.8333333333335, + "n_pred": 4707.433333333333, + "n_ref": 4169.166666666667 + }, + "10": { + "Dice": 0.67766065052365, + "FN": 3148.0, + "FP": 1943.3, + "IoU": 0.5750580552445317, + "TN": 908011.9, + "TP": 9785.333333333334, + "n_pred": 11728.633333333333, + "n_ref": 12933.333333333334 + }, + "11": { + "Dice": 0.6445541192675925, + "FN": 328.46666666666664, + "FP": 311.2, + "IoU": 0.5094397546704365, + "TN": 921366.1, + "TP": 882.7666666666667, + "n_pred": 1193.9666666666667, + "n_ref": 1211.2333333333333 + }, + "12": { + "Dice": 0.37170402140652486, + "FN": 509.9, + "FP": 211.6, + "IoU": 0.29328159046986224, + "TN": 921310.7, + "TP": 856.3333333333334, + "n_pred": 1067.9333333333334, + "n_ref": 1366.2333333333333 + }, + "13": { + "Dice": 0.4692039505269013, + "FN": 4333.2, + "FP": 2437.766666666667, + "IoU": 0.36336229527302627, + "TN": 911664.1666666666, + "TP": 4453.4, + "n_pred": 6891.166666666667, + "n_ref": 8786.6 + }, + "14": { + "Dice": 0.5066014413491057, + "FN": 2358.766666666667, + "FP": 1659.0, + "IoU": 0.4174434387802997, + "TN": 909683.0333333333, + "TP": 9187.733333333334, + "n_pred": 10846.733333333334, + "n_ref": 11546.5 + }, + "15": { + "Dice": 0.46900019890304934, + "FN": 1770.8333333333333, + "FP": 786.3333333333334, + "IoU": 0.4062779012574991, + "TN": 912138.6, + "TP": 8192.766666666666, + "n_pred": 8979.1, + "n_ref": 9963.6 + }, + "2": { + "Dice": 0.7505510788167918, + "FN": 1788.0333333333333, + "FP": 943.1666666666666, + "IoU": 0.6952602252189827, + "TN": 904094.8, + "TP": 16062.533333333333, + "n_pred": 17005.7, + "n_ref": 17850.566666666666 + }, + "3": { + "Dice": 0.5873322571730702, + "FN": 870.8, + "FP": 2079.9, + "IoU": 0.5492158979861974, + "TN": 904329.5666666667, + "TP": 15608.266666666666, + "n_pred": 17688.166666666668, + "n_ref": 16479.066666666666 + }, + "4": { + "Dice": 0.668141135993345, + "FN": 2384.4666666666667, + "FP": 787.9, + "IoU": 0.5830214045322962, + "TN": 913855.9333333333, + "TP": 5860.233333333334, + "n_pred": 6648.133333333333, + "n_ref": 8244.7 + }, + "5": { + "Dice": 0.6634098266724114, + "FN": 1091.5, + "FP": 500.53333333333336, + "IoU": 0.5410862716647865, + "TN": 918565.8666666667, + "TP": 2730.633333333333, + "n_pred": 3231.1666666666665, + "n_ref": 3822.133333333333 + }, + "6": { + "Dice": 0.9158212030378396, + "FN": 7783.266666666666, + "FP": 5194.4, + "IoU": 0.8570727754402184, + "TN": 820345.8666666667, + "TP": 89565.0, + "n_pred": 94759.4, + "n_ref": 97348.26666666666 + }, + "7": { + "Dice": 0.6028759365323473, + "FN": 8950.2, + "FP": 2215.6, + "IoU": 0.531633482354385, + "TN": 895244.7666666667, + "TP": 16477.966666666667, + "n_pred": 18693.566666666666, + "n_ref": 25428.166666666668 + }, + "8": { + "Dice": 0.8732771339130283, + "FN": 1608.1333333333334, + "FP": 1043.4333333333334, + "IoU": 0.8145125655776208, + "TN": 902946.3, + "TP": 17290.666666666668, + "n_pred": 18334.1, + "n_ref": 18898.8 + }, + "9": { + "Dice": 0.7917653954885995, + "FN": 1994.5, + "FP": 2265.233333333333, + "IoU": 0.6940698485987533, + "TN": 905498.2666666667, + "TP": 13130.533333333333, + "n_pred": 15395.766666666666, + "n_ref": 15125.033333333333 + } + }, + "metric_per_case": [ + { + "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": 93, + "IoU": 0.0, + "TN": 876067, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "11": { + "Dice": 0.677610579115367, + "FN": 344, + "FP": 363, + "IoU": 0.5124137931034483, + "TN": 874710, + "TP": 743, + "n_pred": 1106, + "n_ref": 1087 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1950, + "IoU": 0.0, + "TN": 874210, + "TP": 0, + "n_pred": 1950, + "n_ref": 0 + }, + "14": { + "Dice": 0.7755102040816326, + "FN": 92, + "FP": 7, + "IoU": 0.6333333333333333, + "TN": 875890, + "TP": 171, + "n_pred": 178, + "n_ref": 263 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9671806907646453, + "FN": 3926, + "FP": 2031, + "IoU": 0.9364471424151579, + "TN": 782427, + "TP": 87776, + "n_pred": 89807, + "n_ref": 91702 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 876069, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1577, + "IoU": 0.0, + "TN": 874583, + "TP": 0, + "n_pred": 1577, + "n_ref": 0 + }, + "5": { + "Dice": 0.6880175186477794, + "FN": 3922, + "FP": 637, + "IoU": 0.5244105987899019, + "TN": 866574, + "TP": 5027, + "n_pred": 5664, + "n_ref": 8949 + }, + "6": { + "Dice": 0.8730561438086651, + "FN": 12022, + "FP": 6141, + "IoU": 0.7747113035065305, + "TN": 795539, + "TP": 62458, + "n_pred": 68599, + "n_ref": 74480 + }, + "7": { + "Dice": 0.675989185103352, + "FN": 21097, + "FP": 1193, + "IoU": 0.510561679328971, + "TN": 830618, + "TP": 23252, + "n_pred": 24445, + "n_ref": 44349 + }, + "8": { + "Dice": 0.9659312839059675, + "FN": 1142, + "FP": 271, + "IoU": 0.9341074426412983, + "TN": 854716, + "TP": 20031, + "n_pred": 20302, + "n_ref": 21173 + }, + "9": { + "Dice": 0.3246041869888197, + "FN": 2252, + "FP": 6749, + "IoU": 0.19374776065926191, + "TN": 864996, + "TP": 2163, + "n_pred": 8912, + "n_ref": 4415 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8747654401566451, + "FN": 1409, + "FP": 126, + "IoU": 0.777407192575406, + "TN": 869264, + "TP": 5361, + "n_pred": 5487, + "n_ref": 6770 + }, + "10": { + "Dice": 0.7814655172413794, + "FN": 11239, + "FP": 3971, + "IoU": 0.6413158825610188, + "TN": 833755, + "TP": 27195, + "n_pred": 31166, + "n_ref": 38434 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49646726330664154, + "FN": 5686, + "FP": 728, + "IoU": 0.3302005012531328, + "TN": 866584, + "TP": 3162, + "n_pred": 3890, + "n_ref": 8848 + }, + "13": { + "Dice": 0.6020135039458461, + "FN": 9151, + "FP": 13896, + "IoU": 0.430628983645437, + "TN": 835682, + "TP": 17431, + "n_pred": 31327, + "n_ref": 26582 + }, + "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": 0.907686630113876, + "FN": 993, + "FP": 6011, + "IoU": 0.8309763984748298, + "TN": 834722, + "TP": 34434, + "n_pred": 40445, + "n_ref": 35427 + }, + "3": { + "Dice": 0.8458722410865874, + "FN": 5264, + "FP": 546, + "IoU": 0.7329104031627821, + "TN": 854407, + "TP": 15943, + "n_pred": 16489, + "n_ref": 21207 + }, + "4": { + "Dice": 0.6306490846242478, + "FN": 2327, + "FP": 558, + "IoU": 0.4605459985041137, + "TN": 870812, + "TP": 2463, + "n_pred": 3021, + "n_ref": 4790 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 875976, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "6": { + "Dice": 0.953898172240475, + "FN": 3214, + "FP": 6903, + "IoU": 0.911859770175026, + "TN": 761377, + "TP": 104666, + "n_pred": 111569, + "n_ref": 107880 + }, + "7": { + "Dice": 0.8391480157983825, + "FN": 2533, + "FP": 4309, + "IoU": 0.7228725343270282, + "TN": 851471, + "TP": 17847, + "n_pred": 22156, + "n_ref": 20380 + }, + "8": { + "Dice": 0.9534315862910961, + "FN": 670, + "FP": 1466, + "IoU": 0.9110074160486626, + "TN": 852158, + "TP": 21866, + "n_pred": 23332, + "n_ref": 22536 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0009.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": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9311994344513392, + "FN": 7880, + "FP": 9638, + "IoU": 0.8712564948665751, + "TN": 740091, + "TP": 118551, + "n_pred": 128189, + "n_ref": 126431 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "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": 0.8149920732254494, + "FN": 4877, + "FP": 1308, + "IoU": 0.687752423263328, + "TN": 856352, + "TP": 13623, + "n_pred": 14931, + "n_ref": 18500 + }, + "6": { + "Dice": 0.9063429137760158, + "FN": 1345, + "FP": 9617, + "IoU": 0.828726778432261, + "TN": 812157, + "TP": 53041, + "n_pred": 62658, + "n_ref": 54386 + }, + "7": { + "Dice": 0.41692015209125477, + "FN": 5950, + "FP": 184, + "IoU": 0.2633601537168248, + "TN": 867833, + "TP": 2193, + "n_pred": 2377, + "n_ref": 8143 + }, + "8": { + "Dice": 0.9524235448865505, + "FN": 1423, + "FP": 2194, + "IoU": 0.9091685291680269, + "TN": 836339, + "TP": 36204, + "n_pred": 38398, + "n_ref": 37627 + }, + "9": { + "Dice": 0.831601459303057, + "FN": 3054, + "FP": 3639, + "IoU": 0.7117446918471941, + "TN": 852941, + "TP": 16526, + "n_pred": 20165, + "n_ref": 19580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7032430547483436, + "FN": 1875, + "FP": 678, + "IoU": 0.542309071351739, + "TN": 870582, + "TP": 3025, + "n_pred": 3703, + "n_ref": 4900 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8938686944332431, + "FN": 1415, + "FP": 4112, + "IoU": 0.8081036039163947, + "TN": 847358, + "TP": 23275, + "n_pred": 27387, + "n_ref": 24690 + }, + "15": { + "Dice": 0.8823293470994578, + "FN": 3492, + "FP": 4429, + "IoU": 0.7894359083417513, + "TN": 838542, + "TP": 29697, + "n_pred": 34126, + "n_ref": 33189 + }, + "2": { + "Dice": 0.973297089862488, + "FN": 762, + "FP": 240, + "IoU": 0.9479831801900016, + "TN": 856897, + "TP": 18261, + "n_pred": 18501, + "n_ref": 19023 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1419, + "IoU": 0.0, + "TN": 874741, + "TP": 0, + "n_pred": 1419, + "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": 0.9575788126720695, + "FN": 1653, + "FP": 535, + "IoU": 0.9186102741509504, + "TN": 849277, + "TP": 24695, + "n_pred": 25230, + "n_ref": 26348 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 875758, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9456413084692014, + "FN": 300, + "FP": 1277, + "IoU": 0.8968876683666798, + "TN": 860866, + "TP": 13717, + "n_pred": 14994, + "n_ref": 14017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8635973264627907, + "FN": 3621, + "FP": 3685, + "IoU": 0.7599395413024906, + "TN": 670494, + "TP": 23128, + "n_pred": 26813, + "n_ref": 26749 + }, + "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": 0.42443729903536975, + "FN": 404, + "FP": 133, + "IoU": 0.2693877551020408, + "TN": 700193, + "TP": 198, + "n_pred": 331, + "n_ref": 602 + }, + "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": 0.9311711537532021, + "FN": 1379, + "FP": 1469, + "IoU": 0.8712069823180935, + "TN": 678815, + "TP": 19265, + "n_pred": 20734, + "n_ref": 20644 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9734285126820859, + "FN": 8304, + "FP": 1776, + "IoU": 0.9482325631557594, + "TN": 506211, + "TP": 184637, + "n_pred": 186413, + "n_ref": 192941 + }, + "7": { + "Dice": 0.9169617402988869, + "FN": 1586, + "FP": 2987, + "IoU": 0.8466568305277983, + "TN": 671106, + "TP": 25249, + "n_pred": 28236, + "n_ref": 26835 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19502, + "IoU": 0.0, + "TN": 856658, + "TP": 0, + "n_pred": 19502, + "n_ref": 0 + }, + "10": { + "Dice": 0.8160860945907675, + "FN": 1968, + "FP": 1279, + "IoU": 0.6893120275571716, + "TN": 865709, + "TP": 7204, + "n_pred": 8483, + "n_ref": 9172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7591069330199764, + "FN": 204, + "FP": 206, + "IoU": 0.6117424242424242, + "TN": 875104, + "TP": 646, + "n_pred": 852, + "n_ref": 850 + }, + "13": { + "Dice": 0.36373339025561663, + "FN": 34101, + "FP": 1668, + "IoU": 0.22229469701911161, + "TN": 830167, + "TP": 10224, + "n_pred": 11892, + "n_ref": 44325 + }, + "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": 0.5416830773270317, + "FN": 12129, + "FP": 1835, + "IoU": 0.37144400432120994, + "TN": 853944, + "TP": 8252, + "n_pred": 10087, + "n_ref": 20381 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11922, + "IoU": 0.0, + "TN": 864238, + "TP": 0, + "n_pred": 11922, + "n_ref": 0 + }, + "4": { + "Dice": 0.8770799049186323, + "FN": 3115, + "FP": 7641, + "IoU": 0.781070628943619, + "TN": 827030, + "TP": 38374, + "n_pred": 46015, + "n_ref": 41489 + }, + "5": { + "Dice": 0.4861372180451128, + "FN": 3344, + "FP": 1030, + "IoU": 0.3211237001396865, + "TN": 869717, + "TP": 2069, + "n_pred": 3099, + "n_ref": 5413 + }, + "6": { + "Dice": 0.8472974833626559, + "FN": 29384, + "FP": 20523, + "IoU": 0.735053035048788, + "TN": 687794, + "TP": 138459, + "n_pred": 158982, + "n_ref": 167843 + }, + "7": { + "Dice": 0.34071516212446395, + "FN": 146124, + "FP": 18835, + "IoU": 0.20533856173886234, + "TN": 668576, + "TP": 42625, + "n_pred": 61460, + "n_ref": 188749 + }, + "8": { + "Dice": 0.9202657195959001, + "FN": 2664, + "FP": 1669, + "IoU": 0.8523075874292726, + "TN": 846822, + "TP": 25005, + "n_pred": 26674, + "n_ref": 27669 + }, + "9": { + "Dice": 0.7126676602086438, + "FN": 1123, + "FP": 805, + "IoU": 0.5536003704561241, + "TN": 871841, + "TP": 2391, + "n_pred": 3196, + "n_ref": 3514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 1050744, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "10": { + "Dice": 0.8653465346534653, + "FN": 66, + "FP": 206, + "IoU": 0.7626527050610821, + "TN": 1050246, + "TP": 874, + "n_pred": 1080, + "n_ref": 940 + }, + "11": { + "Dice": 0.6423200859291085, + "FN": 858, + "FP": 474, + "IoU": 0.47310126582278483, + "TN": 1048864, + "TP": 1196, + "n_pred": 1670, + "n_ref": 2054 + }, + "12": { + "Dice": 0.06269592476489028, + "FN": 0, + "FP": 299, + "IoU": 0.032362459546925564, + "TN": 1051083, + "TP": 10, + "n_pred": 309, + "n_ref": 10 + }, + "13": { + "Dice": 0.17815444793457003, + "FN": 10484, + "FP": 3383, + "IoU": 0.0977878985035784, + "TN": 1036022, + "TP": 1503, + "n_pred": 4886, + "n_ref": 11987 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18499, + "IoU": 0.0, + "TN": 1032893, + "TP": 0, + "n_pred": 18499, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9697578803106441, + "FN": 109, + "FP": 222, + "IoU": 0.9412912380276693, + "TN": 1045754, + "TP": 5307, + "n_pred": 5529, + "n_ref": 5416 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8100252275967972, + "FN": 642, + "FP": 2822, + "IoU": 0.6807078993455618, + "TN": 1040543, + "TP": 7385, + "n_pred": 10207, + "n_ref": 8027 + }, + "5": { + "Dice": 0.7653232914029324, + "FN": 2175, + "FP": 754, + "IoU": 0.6198572355613238, + "TN": 1043687, + "TP": 4776, + "n_pred": 5530, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9208764010993208, + "FN": 43276, + "FP": 3335, + "IoU": 0.8533558176629931, + "TN": 733541, + "TP": 271240, + "n_pred": 274575, + "n_ref": 314516 + }, + "7": { + "Dice": 0.8267807252513033, + "FN": 7608, + "FP": 4420, + "IoU": 0.7047111678491641, + "TN": 1010659, + "TP": 28705, + "n_pred": 33125, + "n_ref": 36313 + }, + "8": { + "Dice": 0.9129676737073771, + "FN": 765, + "FP": 2280, + "IoU": 0.8398716870004207, + "TN": 1032376, + "TP": 15971, + "n_pred": 18251, + "n_ref": 16736 + }, + "9": { + "Dice": 0.7993374667054637, + "FN": 5876, + "FP": 3089, + "IoU": 0.6657469892994295, + "TN": 1024571, + "TP": 17856, + "n_pred": 20945, + "n_ref": 23732 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8518623024830699, + "FN": 3663, + "FP": 3687, + "IoU": 0.7419513393954289, + "TN": 1022909, + "TP": 21133, + "n_pred": 24820, + "n_ref": 24796 + }, + "11": { + "Dice": 0.71110626227362, + "FN": 1519, + "FP": 1129, + "IoU": 0.5517183003216523, + "TN": 1045485, + "TP": 3259, + "n_pred": 4388, + "n_ref": 4778 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7763512784550652, + "FN": 2748, + "FP": 13836, + "IoU": 0.6344560042320578, + "TN": 1006024, + "TP": 28784, + "n_pred": 42620, + "n_ref": 31532 + }, + "14": { + "Dice": 0.3846457399103139, + "FN": 17152, + "FP": 1, + "IoU": 0.23811850404192947, + "TN": 1028878, + "TP": 5361, + "n_pred": 5362, + "n_ref": 22513 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2332, + "IoU": 0.0, + "TN": 1049060, + "TP": 0, + "n_pred": 2332, + "n_ref": 0 + }, + "2": { + "Dice": 0.9707224428384678, + "FN": 564, + "FP": 623, + "IoU": 0.9431104720824347, + "TN": 1030527, + "TP": 19678, + "n_pred": 20301, + "n_ref": 20242 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9011118832522585, + "FN": 1374, + "FP": 1472, + "IoU": 0.8200215012964017, + "TN": 1035579, + "TP": 12967, + "n_pred": 14439, + "n_ref": 14341 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596591864571461, + "FN": 7624, + "FP": 9648, + "IoU": 0.9224469269729516, + "TN": 828680, + "TP": 205440, + "n_pred": 215088, + "n_ref": 213064 + }, + "7": { + "Dice": 0.0, + "FN": 84, + "FP": 145, + "IoU": 0.0, + "TN": 1051163, + "TP": 0, + "n_pred": 145, + "n_ref": 84 + }, + "8": { + "Dice": 0.864044284156672, + "FN": 596, + "FP": 2646, + "IoU": 0.7606320141760189, + "TN": 1037848, + "TP": 10302, + "n_pred": 12948, + "n_ref": 10898 + }, + "9": { + "Dice": 0.8814993843768526, + "FN": 8651, + "FP": 4342, + "IoU": 0.788108090477666, + "TN": 990073, + "TP": 48326, + "n_pred": 52668, + "n_ref": 56977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688585851963548, + "FN": 246, + "FP": 229, + "IoU": 0.9395981688708036, + "TN": 693064, + "TP": 7389, + "n_pred": 7618, + "n_ref": 7635 + }, + "10": { + "Dice": 0.7501320655044902, + "FN": 1498, + "FP": 6543, + "IoU": 0.6001690617075233, + "TN": 680817, + "TP": 12070, + "n_pred": 18613, + "n_ref": 13568 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.759046443156995, + "FN": 723, + "FP": 1814, + "IoU": 0.6116638604010408, + "TN": 694395, + "TP": 3996, + "n_pred": 5810, + "n_ref": 4719 + }, + "13": { + "Dice": 0.4716417910447761, + "FN": 93, + "FP": 84, + "IoU": 0.30859375, + "TN": 700672, + "TP": 79, + "n_pred": 163, + "n_ref": 172 + }, + "14": { + "Dice": 0.48709494030699263, + "FN": 4412, + "FP": 99, + "IoU": 0.3219600180369758, + "TN": 694275, + "TP": 2142, + "n_pred": 2241, + "n_ref": 6554 + }, + "15": { + "Dice": 0.1386255924170616, + "FN": 49, + "FP": 1405, + "IoU": 0.07447485677912158, + "TN": 699357, + "TP": 117, + "n_pred": 1522, + "n_ref": 166 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9825016762918262, + "FN": 544, + "FP": 265, + "IoU": 0.9656052038603801, + "TN": 677407, + "TP": 22712, + "n_pred": 22977, + "n_ref": 23256 + }, + "4": { + "Dice": 0.9195041847653354, + "FN": 2314, + "FP": 1485, + "IoU": 0.8510020786759227, + "TN": 675431, + "TP": 21698, + "n_pred": 23183, + "n_ref": 24012 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710387078808131, + "FN": 868, + "FP": 2460, + "IoU": 0.9437077131258458, + "TN": 641808, + "TP": 55792, + "n_pred": 58252, + "n_ref": 56660 + }, + "7": { + "Dice": 0.21588045707588632, + "FN": 22198, + "FP": 4564, + "IoU": 0.1210011167312619, + "TN": 670482, + "TP": 3684, + "n_pred": 8248, + "n_ref": 25882 + }, + "8": { + "Dice": 0.7596899224806202, + "FN": 0, + "FP": 62, + "IoU": 0.6125, + "TN": 700768, + "TP": 98, + "n_pred": 160, + "n_ref": 98 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594284895796032, + "FN": 912, + "FP": 1354, + "IoU": 0.9220207164733817, + "TN": 1197565, + "TP": 26793, + "n_pred": 28147, + "n_ref": 27705 + }, + "10": { + "Dice": 0.8487679175390562, + "FN": 7522, + "FP": 3746, + "IoU": 0.7372691662003358, + "TN": 1183736, + "TP": 31620, + "n_pred": 35366, + "n_ref": 39142 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.7112742775935575, + "FN": 1871, + "FP": 567, + "IoU": 0.551920602830362, + "TN": 1221183, + "TP": 3003, + "n_pred": 3570, + "n_ref": 4874 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2667, + "IoU": 0.0, + "TN": 1223957, + "TP": 0, + "n_pred": 2667, + "n_ref": 0 + }, + "14": { + "Dice": 0.7907369436738633, + "FN": 2077, + "FP": 4863, + "IoU": 0.653899860363056, + "TN": 1206572, + "TP": 13112, + "n_pred": 17975, + "n_ref": 15189 + }, + "15": { + "Dice": 0.8983981380065718, + "FN": 13222, + "FP": 1620, + "IoU": 0.8155379624911447, + "TN": 1146163, + "TP": 65619, + "n_pred": 67239, + "n_ref": 78841 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9643999049232869, + "FN": 1795, + "FP": 2848, + "IoU": 0.9312474086359059, + "TN": 1159092, + "TP": 62889, + "n_pred": 65737, + "n_ref": 64684 + }, + "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": 0.9572876982927173, + "FN": 1646, + "FP": 2592, + "IoU": 0.9180746182099362, + "TN": 1174894, + "TP": 47492, + "n_pred": 50084, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8962091503267974, + "FN": 3514, + "FP": 1647, + "IoU": 0.8119374703931785, + "TN": 1199181, + "TP": 22282, + "n_pred": 23929, + "n_ref": 25796 + }, + "8": { + "Dice": 0.9667272066836179, + "FN": 139, + "FP": 777, + "IoU": 0.9355972720241862, + "TN": 1212401, + "TP": 13307, + "n_pred": 14084, + "n_ref": 13446 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8993288590604027, + "FN": 28, + "FP": 17, + "IoU": 0.8170731707317073, + "TN": 1051146, + "TP": 201, + "n_pred": 218, + "n_ref": 229 + }, + "10": { + "Dice": 0.8842629098109306, + "FN": 3860, + "FP": 2745, + "IoU": 0.7925369852687125, + "TN": 1019555, + "TP": 25232, + "n_pred": 27977, + "n_ref": 29092 + }, + "11": { + "Dice": 0.3767123287671233, + "FN": 3, + "FP": 179, + "IoU": 0.2320675105485232, + "TN": 1051155, + "TP": 55, + "n_pred": 234, + "n_ref": 58 + }, + "12": { + "Dice": 0.18461538461538463, + "FN": 104, + "FP": 2, + "IoU": 0.1016949152542373, + "TN": 1051274, + "TP": 12, + "n_pred": 14, + "n_ref": 116 + }, + "13": { + "Dice": 0.6566000974184121, + "FN": 574, + "FP": 131, + "IoU": 0.4887599709934735, + "TN": 1050013, + "TP": 674, + "n_pred": 805, + "n_ref": 1248 + }, + "14": { + "Dice": 0.7057413738413281, + "FN": 6663, + "FP": 1686, + "IoU": 0.545286204455095, + "TN": 1033031, + "TP": 10012, + "n_pred": 11698, + "n_ref": 16675 + }, + "15": { + "Dice": 0.7919354838709678, + "FN": 1523, + "FP": 6475, + "IoU": 0.6555407209612817, + "TN": 1028173, + "TP": 15221, + "n_pred": 21696, + "n_ref": 16744 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 584, + "IoU": 0.0, + "TN": 1050808, + "TP": 0, + "n_pred": 584, + "n_ref": 0 + }, + "3": { + "Dice": 0.9645451735064534, + "FN": 2668, + "FP": 1002, + "IoU": 0.9315183519620832, + "TN": 997801, + "TP": 49921, + "n_pred": 50923, + "n_ref": 52589 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8914151313210505, + "FN": 202, + "FP": 906, + "IoU": 0.804101838755304, + "TN": 1045736, + "TP": 4548, + "n_pred": 5454, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9607351498323083, + "FN": 2757, + "FP": 3366, + "IoU": 0.9244372593543292, + "TN": 970360, + "TP": 74909, + "n_pred": 78275, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9693701846335608, + "FN": 1357, + "FP": 1080, + "IoU": 0.940560975609756, + "TN": 1010392, + "TP": 38563, + "n_pred": 39643, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9726392140660148, + "FN": 776, + "FP": 1608, + "IoU": 0.9467357790786005, + "TN": 1006634, + "TP": 42374, + "n_pred": 43982, + "n_ref": 43150 + }, + "9": { + "Dice": 0.9019367044492757, + "FN": 3076, + "FP": 2833, + "IoU": 0.821388628600792, + "TN": 1018309, + "TP": 27174, + "n_pred": 30007, + "n_ref": 30250 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9357283188324446, + "FN": 568, + "FP": 119, + "IoU": 0.8792194092827004, + "TN": 870472, + "TP": 5001, + "n_pred": 5120, + "n_ref": 5569 + }, + "10": { + "Dice": 0.900693858071148, + "FN": 807, + "FP": 1898, + "IoU": 0.819329414907828, + "TN": 861188, + "TP": 12267, + "n_pred": 14165, + "n_ref": 13074 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2433257055682685, + "FN": 1822, + "FP": 162, + "IoU": 0.13851498046026922, + "TN": 873857, + "TP": 319, + "n_pred": 481, + "n_ref": 2141 + }, + "13": { + "Dice": 0.1214574898785425, + "FN": 21, + "FP": 196, + "IoU": 0.06465517241379311, + "TN": 875928, + "TP": 15, + "n_pred": 211, + "n_ref": 36 + }, + "14": { + "Dice": 0.6686595719239508, + "FN": 1792, + "FP": 979, + "IoU": 0.5022453745284714, + "TN": 870593, + "TP": 2796, + "n_pred": 3775, + "n_ref": 4588 + }, + "15": { + "Dice": 0.919645399495055, + "FN": 6691, + "FP": 6008, + "IoU": 0.8512440258644925, + "TN": 790792, + "TP": 72669, + "n_pred": 78677, + "n_ref": 79360 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9427443237907206, + "FN": 207, + "FP": 141, + "IoU": 0.8916900093370682, + "TN": 872947, + "TP": 2865, + "n_pred": 3006, + "n_ref": 3072 + }, + "4": { + "Dice": 0.8840490797546012, + "FN": 270, + "FP": 108, + "IoU": 0.7921935129191864, + "TN": 874341, + "TP": 1441, + "n_pred": 1549, + "n_ref": 1711 + }, + "5": { + "Dice": 0.22391857506361323, + "FN": 464, + "FP": 146, + "IoU": 0.12607449856733524, + "TN": 875462, + "TP": 88, + "n_pred": 234, + "n_ref": 552 + }, + "6": { + "Dice": 0.9842533694189257, + "FN": 1864, + "FP": 5659, + "IoU": 0.9689949636907657, + "TN": 633522, + "TP": 235115, + "n_pred": 240774, + "n_ref": 236979 + }, + "7": { + "Dice": 0.8801853584636635, + "FN": 4711, + "FP": 667, + "IoU": 0.7860098678975012, + "TN": 851028, + "TP": 19754, + "n_pred": 20421, + "n_ref": 24465 + }, + "8": { + "Dice": 0.9491329896535564, + "FN": 377, + "FP": 1034, + "IoU": 0.9031903945111492, + "TN": 861585, + "TP": 13164, + "n_pred": 14198, + "n_ref": 13541 + }, + "9": { + "Dice": 0.85249343832021, + "FN": 1276, + "FP": 129, + "IoU": 0.7429094236047575, + "TN": 870695, + "TP": 4060, + "n_pred": 4189, + "n_ref": 5336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9115727002967359, + "FN": 18, + "FP": 131, + "IoU": 0.8375136314067612, + "TN": 875243, + "TP": 768, + "n_pred": 899, + "n_ref": 786 + }, + "10": { + "Dice": 0.9074394001460452, + "FN": 2364, + "FP": 2833, + "IoU": 0.8305620761606677, + "TN": 845488, + "TP": 25475, + "n_pred": 28308, + "n_ref": 27839 + }, + "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": 0.6985482493595218, + "FN": 243, + "FP": 816, + "IoU": 0.536745406824147, + "TN": 873874, + "TP": 1227, + "n_pred": 2043, + "n_ref": 1470 + }, + "14": { + "Dice": 0.3177695666778636, + "FN": 12026, + "FP": 160, + "IoU": 0.18889776357827476, + "TN": 861136, + "TP": 2838, + "n_pred": 2998, + "n_ref": 14864 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "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": 19, + "IoU": 0.0, + "TN": 876141, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8583984375, + "FN": 1764, + "FP": 1716, + "IoU": 0.7519247219846023, + "TN": 862132, + "TP": 10548, + "n_pred": 12264, + "n_ref": 12312 + }, + "6": { + "Dice": 0.9229880631497882, + "FN": 146, + "FP": 254, + "IoU": 0.8569896317483018, + "TN": 873363, + "TP": 2397, + "n_pred": 2651, + "n_ref": 2543 + }, + "7": { + "Dice": 0.9572437028718114, + "FN": 873, + "FP": 1259, + "IoU": 0.9179936918224478, + "TN": 850162, + "TP": 23866, + "n_pred": 25125, + "n_ref": 24739 + }, + "8": { + "Dice": 0.9030067004969644, + "FN": 4714, + "FP": 2683, + "IoU": 0.8231651924456131, + "TN": 834330, + "TP": 34433, + "n_pred": 37116, + "n_ref": 39147 + }, + "9": { + "Dice": 0.8170749596596744, + "FN": 421, + "FP": 3320, + "IoU": 0.6907242063492064, + "TN": 864064, + "TP": 8355, + "n_pred": 11675, + "n_ref": 8776 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.842585969738652, + "FN": 669, + "FP": 5053, + "IoU": 0.727990112188629, + "TN": 679892, + "TP": 15314, + "n_pred": 20367, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7382198952879581, + "FN": 166, + "FP": 34, + "IoU": 0.5850622406639004, + "TN": 700446, + "TP": 282, + "n_pred": 316, + "n_ref": 448 + }, + "13": { + "Dice": 0.767289054372228, + "FN": 6368, + "FP": 2132, + "IoU": 0.6224403677875006, + "TN": 678415, + "TP": 14013, + "n_pred": 16145, + "n_ref": 20381 + }, + "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": 0.038834951456310676, + "FN": 5, + "FP": 391, + "IoU": 0.019801980198019802, + "TN": 700524, + "TP": 8, + "n_pred": 399, + "n_ref": 13 + }, + "5": { + "Dice": 0.8670864533696392, + "FN": 691, + "FP": 871, + "IoU": 0.7653597716689199, + "TN": 694271, + "TP": 5095, + "n_pred": 5966, + "n_ref": 5786 + }, + "6": { + "Dice": 0.9384026564604532, + "FN": 389, + "FP": 4230, + "IoU": 0.8839534708439062, + "TN": 661125, + "TP": 35184, + "n_pred": 39414, + "n_ref": 35573 + }, + "7": { + "Dice": 0.8841554748787732, + "FN": 1411, + "FP": 3152, + "IoU": 0.7923643975245722, + "TN": 678952, + "TP": 17413, + "n_pred": 20565, + "n_ref": 18824 + }, + "8": { + "Dice": 0.9630631567995006, + "FN": 1520, + "FP": 255, + "IoU": 0.9287577764398957, + "TN": 676013, + "TP": 23140, + "n_pred": 23395, + "n_ref": 24660 + }, + "9": { + "Dice": 0.8725053603826488, + "FN": 3127, + "FP": 2284, + "IoU": 0.7738443534230545, + "TN": 677002, + "TP": 18515, + "n_pred": 20799, + "n_ref": 21642 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.05935483870967742, + "FN": 362, + "FP": 4012, + "IoU": 0.030585106382978722, + "TN": 1046880, + "TP": 138, + "n_pred": 4150, + "n_ref": 500 + }, + "11": { + "Dice": 0.6966637401229149, + "FN": 2108, + "FP": 656, + "IoU": 0.5345234085550691, + "TN": 1045454, + "TP": 3174, + "n_pred": 3830, + "n_ref": 5282 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 47, + "IoU": 0.0, + "TN": 1051305, + "TP": 0, + "n_pred": 47, + "n_ref": 40 + }, + "13": { + "Dice": 0.41318613448621944, + "FN": 6053, + "FP": 1548, + "IoU": 0.26038727255035515, + "TN": 1041115, + "TP": 2676, + "n_pred": 4224, + "n_ref": 8729 + }, + "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": 0.9428732206498406, + "FN": 3041, + "FP": 5182, + "IoU": 0.8919206655888964, + "TN": 975309, + "TP": 67860, + "n_pred": 73042, + "n_ref": 70901 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2287, + "IoU": 0.0, + "TN": 1049105, + "TP": 0, + "n_pred": 2287, + "n_ref": 0 + }, + "5": { + "Dice": 0.4679586256093211, + "FN": 4323, + "FP": 152, + "IoU": 0.30544777277665686, + "TN": 1044949, + "TP": 1968, + "n_pred": 2120, + "n_ref": 6291 + }, + "6": { + "Dice": 0.9625862044583555, + "FN": 4795, + "FP": 3142, + "IoU": 0.9278710275447796, + "TN": 941353, + "TP": 102102, + "n_pred": 105244, + "n_ref": 106897 + }, + "7": { + "Dice": 0.0, + "FN": 175, + "FP": 2726, + "IoU": 0.0, + "TN": 1048491, + "TP": 0, + "n_pred": 2726, + "n_ref": 175 + }, + "8": { + "Dice": 0.9566782100903103, + "FN": 287, + "FP": 989, + "IoU": 0.9169541164985356, + "TN": 1036027, + "TP": 14089, + "n_pred": 15078, + "n_ref": 14376 + }, + "9": { + "Dice": 0.8894076975744447, + "FN": 3388, + "FP": 6465, + "IoU": 0.8008408626927819, + "TN": 1001919, + "TP": 39620, + "n_pred": 46085, + "n_ref": 43008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0172.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": 0.6222495252987825, + "FN": 302, + "FP": 6462, + "IoU": 0.45164167004458855, + "TN": 863825, + "TP": 5571, + "n_pred": 12033, + "n_ref": 5873 + }, + "14": { + "Dice": 0.8595003438001375, + "FN": 143, + "FP": 2309, + "IoU": 0.7536173633440515, + "TN": 866208, + "TP": 7500, + "n_pred": 9809, + "n_ref": 7643 + }, + "15": { + "Dice": 0.8383635816705104, + "FN": 5599, + "FP": 849, + "IoU": 0.7217091066033664, + "TN": 852990, + "TP": 16722, + "n_pred": 17571, + "n_ref": 22321 + }, + "2": { + "Dice": 0.9724747358220663, + "FN": 1302, + "FP": 1084, + "IoU": 0.9464241607724262, + "TN": 831625, + "TP": 42149, + "n_pred": 43233, + "n_ref": 43451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 876066, + "TP": 0, + "n_pred": 94, + "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": 0.9763661344140026, + "FN": 1366, + "FP": 681, + "IoU": 0.9538235957590796, + "TN": 831830, + "TP": 42283, + "n_pred": 42964, + "n_ref": 43649 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.37872340425531914, + "FN": 480, + "FP": 104, + "IoU": 0.2335958005249344, + "TN": 875398, + "TP": 178, + "n_pred": 282, + "n_ref": 658 + }, + "9": { + "Dice": 0.9325732467188121, + "FN": 469, + "FP": 2074, + "IoU": 0.8736648616424065, + "TN": 856031, + "TP": 17586, + "n_pred": 19660, + "n_ref": 18055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8172842374259496, + "FN": 336, + "FP": 1237, + "IoU": 0.6910233745825968, + "TN": 695837, + "TP": 3518, + "n_pred": 4755, + "n_ref": 3854 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "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": 1413, + "IoU": 0.0, + "TN": 699515, + "TP": 0, + "n_pred": 1413, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9377126673322602, + "FN": 1674, + "FP": 1383, + "IoU": 0.8827297836427804, + "TN": 674860, + "TP": 23011, + "n_pred": 24394, + "n_ref": 24685 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 700816, + "TP": 0, + "n_pred": 112, + "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": 0.9732035856382724, + "FN": 2580, + "FP": 774, + "IoU": 0.9478057889822595, + "TN": 636668, + "TP": 60906, + "n_pred": 61680, + "n_ref": 63486 + }, + "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": 0.8858439667722874, + "FN": 357, + "FP": 976, + "IoU": 0.7950807071483474, + "TN": 694423, + "TP": 5172, + "n_pred": 6148, + "n_ref": 5529 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9073604060913706, + "FN": 566, + "FP": 602, + "IoU": 0.8304297328687572, + "TN": 869272, + "TP": 5720, + "n_pred": 6322, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8065750318832365, + "FN": 436, + "FP": 929, + "IoU": 0.6758489669912134, + "TN": 871949, + "TP": 2846, + "n_pred": 3775, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 876138, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.8421052631578947, + "FN": 44, + "FP": 1105, + "IoU": 0.7272727272727273, + "TN": 871947, + "TP": 3064, + "n_pred": 4169, + "n_ref": 3108 + }, + "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": 0.9705669730455437, + "FN": 28, + "FP": 257, + "IoU": 0.9428170144462279, + "TN": 871176, + "TP": 4699, + "n_pred": 4956, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9647703679096421, + "FN": 1078, + "FP": 1043, + "IoU": 0.9319385168308572, + "TN": 844997, + "TP": 29042, + "n_pred": 30085, + "n_ref": 30120 + }, + "5": { + "Dice": 0.8851063829787233, + "FN": 289, + "FP": 8, + "IoU": 0.7938931297709924, + "TN": 874719, + "TP": 1144, + "n_pred": 1152, + "n_ref": 1433 + }, + "6": { + "Dice": 0.9456197540385994, + "FN": 6847, + "FP": 11203, + "IoU": 0.8968488907684043, + "TN": 701174, + "TP": 156936, + "n_pred": 168139, + "n_ref": 163783 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 876120, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": 0.9519570923199817, + "FN": 158, + "FP": 263, + "IoU": 0.9083188153310104, + "TN": 871568, + "TP": 4171, + "n_pred": 4434, + "n_ref": 4329 + }, + "9": { + "Dice": 0.8383628588882102, + "FN": 6889, + "FP": 6341, + "IoU": 0.7217080353386621, + "TN": 828620, + "TP": 34310, + "n_pred": 40651, + "n_ref": 41199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0199.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": 67, + "IoU": 0.0, + "TN": 876093, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.947817529684445, + "FN": 7680, + "FP": 380, + "IoU": 0.9008109870906608, + "TN": 794901, + "TP": 73199, + "n_pred": 73579, + "n_ref": 80879 + }, + "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": 0.9500376600552347, + "FN": 330, + "FP": 68, + "IoU": 0.9048302247728359, + "TN": 871978, + "TP": 3784, + "n_pred": 3852, + "n_ref": 4114 + }, + "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": 0.8913385826771654, + "FN": 0, + "FP": 207, + "IoU": 0.8039772727272727, + "TN": 875104, + "TP": 849, + "n_pred": 1056, + "n_ref": 849 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.854490760636012, + "FN": 317, + "FP": 3069, + "IoU": 0.7459483793517407, + "TN": 862832, + "TP": 9942, + "n_pred": 13011, + "n_ref": 10259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 875990, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9222108495394064, + "FN": 113, + "FP": 39, + "IoU": 0.855650522317189, + "TN": 875107, + "TP": 901, + "n_pred": 940, + "n_ref": 1014 + }, + "10": { + "Dice": 0.930570701563068, + "FN": 462, + "FP": 302, + "IoU": 0.8701563562202583, + "TN": 870276, + "TP": 5120, + "n_pred": 5422, + "n_ref": 5582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8511615095032595, + "FN": 696, + "FP": 925, + "IoU": 0.740888746803069, + "TN": 869904, + "TP": 4635, + "n_pred": 5560, + "n_ref": 5331 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": 0.47880983750548967, + "FN": 7049, + "FP": 2445, + "IoU": 0.31476001443522195, + "TN": 862305, + "TP": 4361, + "n_pred": 6806, + "n_ref": 11410 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 875987, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "2": { + "Dice": 0.9729970815517225, + "FN": 857, + "FP": 1928, + "IoU": 0.9474141349294765, + "TN": 823199, + "TP": 50176, + "n_pred": 52104, + "n_ref": 51033 + }, + "3": { + "Dice": 0.9654631924442361, + "FN": 1480, + "FP": 3676, + "IoU": 0.9332323271564171, + "TN": 798937, + "TP": 72067, + "n_pred": 75743, + "n_ref": 73547 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7698351222750913, + "FN": 3561, + "FP": 599, + "IoU": 0.62579832688675, + "TN": 865043, + "TP": 6957, + "n_pred": 7556, + "n_ref": 10518 + }, + "6": { + "Dice": 0.6687167356593732, + "FN": 69, + "FP": 2732, + "IoU": 0.5023098791755508, + "TN": 870532, + "TP": 2827, + "n_pred": 5559, + "n_ref": 2896 + }, + "7": { + "Dice": 0.8733658368209863, + "FN": 297, + "FP": 2638, + "IoU": 0.7751991421568627, + "TN": 863104, + "TP": 10121, + "n_pred": 12759, + "n_ref": 10418 + }, + "8": { + "Dice": 0.9604052342760658, + "FN": 2143, + "FP": 671, + "IoU": 0.9238265388988144, + "TN": 839218, + "TP": 34128, + "n_pred": 34799, + "n_ref": 36271 + }, + "9": { + "Dice": 0.49305313132723594, + "FN": 7226, + "FP": 35, + "IoU": 0.32718680504077097, + "TN": 865368, + "TP": 3531, + "n_pred": 3566, + "n_ref": 10757 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745835374816266, + "FN": 236, + "FP": 1424, + "IoU": 0.9504270441378486, + "TN": 1017906, + "TP": 31826, + "n_pred": 33250, + "n_ref": 32062 + }, + "10": { + "Dice": 0.7359038945940709, + "FN": 4180, + "FP": 1272, + "IoU": 0.582158185162477, + "TN": 1038344, + "TP": 7596, + "n_pred": 8868, + "n_ref": 11776 + }, + "11": { + "Dice": 0.8128520759440852, + "FN": 338, + "FP": 559, + "IoU": 0.6847100175746924, + "TN": 1048547, + "TP": 1948, + "n_pred": 2507, + "n_ref": 2286 + }, + "12": { + "Dice": 0.6036180444240897, + "FN": 1049, + "FP": 682, + "IoU": 0.43227287635290257, + "TN": 1048343, + "TP": 1318, + "n_pred": 2000, + "n_ref": 2367 + }, + "13": { + "Dice": 0.8224381625441696, + "FN": 654, + "FP": 150, + "IoU": 0.6984246061515379, + "TN": 1048726, + "TP": 1862, + "n_pred": 2012, + "n_ref": 2516 + }, + "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": 0.896551724137931, + "FN": 14, + "FP": 37, + "IoU": 0.8125, + "TN": 1051120, + "TP": 221, + "n_pred": 258, + "n_ref": 235 + }, + "3": { + "Dice": 0.9770618170932495, + "FN": 707, + "FP": 519, + "IoU": 0.9551523576105644, + "TN": 1024055, + "TP": 26111, + "n_pred": 26630, + "n_ref": 26818 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8553321336358657, + "FN": 3546, + "FP": 152, + "IoU": 0.7472317156527682, + "TN": 1036762, + "TP": 10932, + "n_pred": 11084, + "n_ref": 14478 + }, + "6": { + "Dice": 0.9415562058874161, + "FN": 1517, + "FP": 2557, + "IoU": 0.8895665609498251, + "TN": 1014501, + "TP": 32817, + "n_pred": 35374, + "n_ref": 34334 + }, + "7": { + "Dice": 0.9187671574744197, + "FN": 413, + "FP": 889, + "IoU": 0.8497403346797461, + "TN": 1042727, + "TP": 7363, + "n_pred": 8252, + "n_ref": 7776 + }, + "8": { + "Dice": 0.9807662717341129, + "FN": 1129, + "FP": 246, + "IoU": 0.9622584541062802, + "TN": 1014960, + "TP": 35057, + "n_pred": 35303, + "n_ref": 36186 + }, + "9": { + "Dice": 0.9213921435485503, + "FN": 4675, + "FP": 766, + "IoU": 0.8542420102333307, + "TN": 1014063, + "TP": 31888, + "n_pred": 32654, + "n_ref": 36563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13333333333333333, + "FN": 65, + "FP": 247, + "IoU": 0.07142857142857142, + "TN": 1051056, + "TP": 24, + "n_pred": 271, + "n_ref": 89 + }, + "11": { + "Dice": 0.816598955310505, + "FN": 741, + "FP": 523, + "IoU": 0.6900441392839627, + "TN": 1047314, + "TP": 2814, + "n_pred": 3337, + "n_ref": 3555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7163087560667509, + "FN": 152, + "FP": 4115, + "IoU": 0.5580070437124508, + "TN": 1041738, + "TP": 5387, + "n_pred": 9502, + "n_ref": 5539 + }, + "14": { + "Dice": 0.0, + "FN": 121, + "FP": 0, + "IoU": 0.0, + "TN": 1051271, + "TP": 0, + "n_pred": 0, + "n_ref": 121 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.950211779749061, + "FN": 1147, + "FP": 722, + "IoU": 0.9051461632155907, + "TN": 1031688, + "TP": 17835, + "n_pred": 18557, + "n_ref": 18982 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3360, + "IoU": 0.0, + "TN": 1048032, + "TP": 0, + "n_pred": 3360, + "n_ref": 0 + }, + "4": { + "Dice": 0.8632236095346197, + "FN": 1310, + "FP": 136, + "IoU": 0.7593609585621568, + "TN": 1045383, + "TP": 4563, + "n_pred": 4699, + "n_ref": 5873 + }, + "5": { + "Dice": 0.8031721012708107, + "FN": 1249, + "FP": 2747, + "IoU": 0.6710840398386698, + "TN": 1039243, + "TP": 8153, + "n_pred": 10900, + "n_ref": 9402 + }, + "6": { + "Dice": 0.9518283485752334, + "FN": 7971, + "FP": 9754, + "IoU": 0.908084422319021, + "TN": 858552, + "TP": 175115, + "n_pred": 184869, + "n_ref": 183086 + }, + "7": { + "Dice": 0.706386292834891, + "FN": 977, + "FP": 531, + "IoU": 0.5460565924142083, + "TN": 1048070, + "TP": 1814, + "n_pred": 2345, + "n_ref": 2791 + }, + "8": { + "Dice": 0.811289389997109, + "FN": 25548, + "FP": 562, + "IoU": 0.6824952878944488, + "TN": 969157, + "TP": 56125, + "n_pred": 56687, + "n_ref": 81673 + }, + "9": { + "Dice": 0.8952267329964322, + "FN": 2332, + "FP": 6977, + "IoU": 0.8103262087654598, + "TN": 1002313, + "TP": 39770, + "n_pred": 46747, + "n_ref": 42102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3440, + "IoU": 0.0, + "TN": 1047952, + "TP": 0, + "n_pred": 3440, + "n_ref": 0 + }, + "10": { + "Dice": 0.7526326447954638, + "FN": 5277, + "FP": 4495, + "IoU": 0.6033768974754444, + "TN": 1026754, + "TP": 14866, + "n_pred": 19361, + "n_ref": 20143 + }, + "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": 42, + "IoU": 0.0, + "TN": 1051350, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": 0.07375570649148201, + "FN": 39977, + "FP": 1616, + "IoU": 0.03828990265670883, + "TN": 1008143, + "TP": 1656, + "n_pred": 3272, + "n_ref": 41633 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1744, + "IoU": 0.0, + "TN": 1049648, + "TP": 0, + "n_pred": 1744, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.8125557628355908, + "FN": 12772, + "FP": 1094, + "IoU": 0.6842896174863388, + "TN": 1007472, + "TP": 30054, + "n_pred": 31148, + "n_ref": 42826 + }, + "3": { + "Dice": 0.811974844064127, + "FN": 1976, + "FP": 12614, + "IoU": 0.6834660360575359, + "TN": 1005299, + "TP": 31503, + "n_pred": 44117, + "n_ref": 33479 + }, + "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": 0.550123998473865, + "FN": 2560, + "FP": 16306, + "IoU": 0.37942830827933294, + "TN": 1020991, + "TP": 11535, + "n_pred": 27841, + "n_ref": 14095 + }, + "7": { + "Dice": 0.9282366318538838, + "FN": 14211, + "FP": 4912, + "IoU": 0.8660835585932576, + "TN": 908594, + "TP": 123675, + "n_pred": 128587, + "n_ref": 137886 + }, + "8": { + "Dice": 0.9647058823529412, + "FN": 23, + "FP": 193, + "IoU": 0.9318181818181818, + "TN": 1048224, + "TP": 2952, + "n_pred": 3145, + "n_ref": 2975 + }, + "9": { + "Dice": 0.8641527783917599, + "FN": 33, + "FP": 3040, + "IoU": 0.7608001868140422, + "TN": 1038545, + "TP": 9774, + "n_pred": 12814, + "n_ref": 9807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6116146777520786, + "FN": 6063, + "FP": 150, + "IoU": 0.4405222872579919, + "TN": 1215519, + "TP": 4892, + "n_pred": 5042, + "n_ref": 10955 + }, + "10": { + "Dice": 0.12018651199818037, + "FN": 35915, + "FP": 2766, + "IoU": 0.06393533867337803, + "TN": 1185301, + "TP": 2642, + "n_pred": 5408, + "n_ref": 38557 + }, + "11": { + "Dice": 0.3817762399077278, + "FN": 345, + "FP": 1799, + "IoU": 0.2359230220955096, + "TN": 1223818, + "TP": 662, + "n_pred": 2461, + "n_ref": 1007 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1226593, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.16627450980392156, + "FN": 12306, + "FP": 5765, + "IoU": 0.09067579127459367, + "TN": 1206751, + "TP": 1802, + "n_pred": 7567, + "n_ref": 14108 + }, + "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": 0.3457218606893227, + "FN": 11734, + "FP": 1839, + "IoU": 0.2089865376770208, + "TN": 1209465, + "TP": 3586, + "n_pred": 5425, + "n_ref": 15320 + }, + "3": { + "Dice": 0.8108892752903186, + "FN": 2953, + "FP": 21409, + "IoU": 0.6819291580170511, + "TN": 1150031, + "TP": 52231, + "n_pred": 73640, + "n_ref": 55184 + }, + "4": { + "Dice": 0.4074207139824281, + "FN": 54429, + "FP": 0, + "IoU": 0.25582444626743234, + "TN": 1153484, + "TP": 18711, + "n_pred": 18711, + "n_ref": 73140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7501040100737223, + "FN": 76556, + "FP": 13542, + "IoU": 0.6001331439730162, + "TN": 1001304, + "TP": 135222, + "n_pred": 148764, + "n_ref": 211778 + }, + "7": { + "Dice": 0.031935617794526236, + "FN": 23491, + "FP": 6822, + "IoU": 0.016226917210268393, + "TN": 1195811, + "TP": 500, + "n_pred": 7322, + "n_ref": 23991 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.7515878616796048, + "FN": 2689, + "FP": 5055, + "IoU": 0.6020350480497456, + "TN": 1207165, + "TP": 11715, + "n_pred": 16770, + "n_ref": 14404 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8534804795273091, + "FN": 3686, + "FP": 2315, + "IoU": 0.7444098982069083, + "TN": 1027913, + "TP": 17478, + "n_pred": 19793, + "n_ref": 21164 + }, + "11": { + "Dice": 0.7665198237885462, + "FN": 846, + "FP": 267, + "IoU": 0.6214285714285714, + "TN": 1048452, + "TP": 1827, + "n_pred": 2094, + "n_ref": 2673 + }, + "12": { + "Dice": 0.6999235474006116, + "FN": 1390, + "FP": 180, + "IoU": 0.5383710673331373, + "TN": 1047991, + "TP": 1831, + "n_pred": 2011, + "n_ref": 3221 + }, + "13": { + "Dice": 0.8930254476908577, + "FN": 2315, + "FP": 3133, + "IoU": 0.8067262664963815, + "TN": 1023204, + "TP": 22740, + "n_pred": 25873, + "n_ref": 25055 + }, + "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": 0.9697565885797951, + "FN": 440, + "FP": 882, + "IoU": 0.9412888040147445, + "TN": 1028875, + "TP": 21195, + "n_pred": 22077, + "n_ref": 21635 + }, + "3": { + "Dice": 0.9558850902773469, + "FN": 286, + "FP": 425, + "IoU": 0.9154979795578797, + "TN": 1042978, + "TP": 7703, + "n_pred": 8128, + "n_ref": 7989 + }, + "4": { + "Dice": 0.8175509290351466, + "FN": 1707, + "FP": 1553, + "IoU": 0.691404770920106, + "TN": 1040828, + "TP": 7304, + "n_pred": 8857, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786758151575056, + "FN": 2189, + "FP": 4294, + "IoU": 0.9582420838378893, + "TN": 896140, + "TP": 148769, + "n_pred": 153063, + "n_ref": 150958 + }, + "7": { + "Dice": 0.922906013625002, + "FN": 3745, + "FP": 974, + "IoU": 0.8568481723039587, + "TN": 1018427, + "TP": 28246, + "n_pred": 29220, + "n_ref": 31991 + }, + "8": { + "Dice": 0.8538498867680362, + "FN": 230, + "FP": 3384, + "IoU": 0.7449721261731705, + "TN": 1037221, + "TP": 10557, + "n_pred": 13941, + "n_ref": 10787 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752341719386004, + "FN": 1391, + "FP": 124, + "IoU": 0.9516653905053599, + "TN": 669584, + "TP": 29829, + "n_pred": 29953, + "n_ref": 31220 + }, + "10": { + "Dice": 0.6829476769033519, + "FN": 3881, + "FP": 1312, + "IoU": 0.5185425551641016, + "TN": 690142, + "TP": 5593, + "n_pred": 6905, + "n_ref": 9474 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8754502369668247, + "FN": 1091, + "FP": 223, + "IoU": 0.7784895482130816, + "TN": 694996, + "TP": 4618, + "n_pred": 4841, + "n_ref": 5709 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9691968344127244, + "FN": 2748, + "FP": 1623, + "IoU": 0.940234631371691, + "TN": 627792, + "TP": 68765, + "n_pred": 70388, + "n_ref": 71513 + }, + "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": 0.9630094043887147, + "FN": 131, + "FP": 105, + "IoU": 0.9286577992744861, + "TN": 697620, + "TP": 3072, + "n_pred": 3177, + "n_ref": 3203 + }, + "7": { + "Dice": 0.9418064200483814, + "FN": 1958, + "FP": 183, + "IoU": 0.8900133566218021, + "TN": 681462, + "TP": 17325, + "n_pred": 17508, + "n_ref": 19283 + }, + "8": { + "Dice": 0.9632389017099453, + "FN": 537, + "FP": 1486, + "IoU": 0.9290847267500963, + "TN": 672401, + "TP": 26504, + "n_pred": 27990, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.5102639296187683, + "FN": 105, + "FP": 229, + "IoU": 0.3425196850393701, + "TN": 875652, + "TP": 174, + "n_pred": 403, + "n_ref": 279 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7227414330218068, + "FN": 85, + "FP": 4, + "IoU": 0.5658536585365853, + "TN": 875955, + "TP": 116, + "n_pred": 120, + "n_ref": 201 + }, + "13": { + "Dice": 0.7287650789702773, + "FN": 1417, + "FP": 764, + "IoU": 0.5732733320289571, + "TN": 871049, + "TP": 2930, + "n_pred": 3694, + "n_ref": 4347 + }, + "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": 1108, + "IoU": 0.0, + "TN": 875052, + "TP": 0, + "n_pred": 1108, + "n_ref": 0 + }, + "3": { + "Dice": 0.950548945326149, + "FN": 5139, + "FP": 239, + "IoU": 0.9057582448393089, + "TN": 819094, + "TP": 51688, + "n_pred": 51927, + "n_ref": 56827 + }, + "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": 0.9675232818578333, + "FN": 840, + "FP": 262, + "IoU": 0.9370896843066735, + "TN": 858643, + "TP": 16415, + "n_pred": 16677, + "n_ref": 17255 + }, + "9": { + "Dice": 0.8695652173913043, + "FN": 3, + "FP": 0, + "IoU": 0.7692307692307693, + "TN": 876147, + "TP": 10, + "n_pred": 10, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0379.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": 0.1603531757334093, + "FN": 265, + "FP": 5631, + "IoU": 0.08716519585075089, + "TN": 869701, + "TP": 563, + "n_pred": 6194, + "n_ref": 828 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 875903, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9663917926080337, + "FN": 2068, + "FP": 1221, + "IoU": 0.9349691553305916, + "TN": 825584, + "TP": 47287, + "n_pred": 48508, + "n_ref": 49355 + }, + "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": 0.9861121439726332, + "FN": 1423, + "FP": 1565, + "IoU": 0.9726047492436051, + "TN": 767090, + "TP": 106082, + "n_pred": 107647, + "n_ref": 107505 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9276369214111703, + "FN": 558, + "FP": 1046, + "IoU": 0.8650399663441313, + "TN": 864275, + "TP": 10281, + "n_pred": 11327, + "n_ref": 10839 + }, + "9": { + "Dice": 0.9661797604948019, + "FN": 534, + "FP": 494, + "IoU": 0.9345723014256619, + "TN": 860448, + "TP": 14684, + "n_pred": 15178, + "n_ref": 15218 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3667296786389414, + "FN": 329, + "FP": 6, + "IoU": 0.22453703703703703, + "TN": 875728, + "TP": 97, + "n_pred": 103, + "n_ref": 426 + }, + "11": { + "Dice": 0.814495254529767, + "FN": 105, + "FP": 540, + "IoU": 0.6870451237263464, + "TN": 874099, + "TP": 1416, + "n_pred": 1956, + "n_ref": 1521 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8655996491997369, + "FN": 432, + "FP": 181, + "IoU": 0.7630459992269037, + "TN": 873573, + "TP": 1974, + "n_pred": 2155, + "n_ref": 2406 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7896188959422176, + "FN": 18543, + "FP": 215, + "IoU": 0.6523721275018532, + "TN": 822200, + "TP": 35202, + "n_pred": 35417, + "n_ref": 53745 + }, + "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": 0.7407407407407407, + "FN": 14, + "FP": 0, + "IoU": 0.5882352941176471, + "TN": 876126, + "TP": 20, + "n_pred": 20, + "n_ref": 34 + }, + "5": { + "Dice": 0.724465008675535, + "FN": 1842, + "FP": 2922, + "IoU": 0.5679695293370817, + "TN": 865133, + "TP": 6263, + "n_pred": 9185, + "n_ref": 8105 + }, + "6": { + "Dice": 0.9383358823337997, + "FN": 5995, + "FP": 3480, + "IoU": 0.8838349782382149, + "TN": 794595, + "TP": 72090, + "n_pred": 75570, + "n_ref": 78085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": 0.9647516759172493, + "FN": 642, + "FP": 1314, + "IoU": 0.9319036345912826, + "TN": 847436, + "TP": 26768, + "n_pred": 28082, + "n_ref": 27410 + }, + "9": { + "Dice": 0.8368484362469928, + "FN": 1109, + "FP": 7029, + "IoU": 0.7194663725050846, + "TN": 847151, + "TP": 20871, + "n_pred": 27900, + "n_ref": 21980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8176160842508378, + "FN": 276, + "FP": 105, + "IoU": 0.691497975708502, + "TN": 1050157, + "TP": 854, + "n_pred": 959, + "n_ref": 1130 + }, + "10": { + "Dice": 0.8988516205522699, + "FN": 2335, + "FP": 5002, + "IoU": 0.8162856498985903, + "TN": 1011455, + "TP": 32600, + "n_pred": 37602, + "n_ref": 34935 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8415458937198068, + "FN": 370, + "FP": 286, + "IoU": 0.7264386989157632, + "TN": 1048994, + "TP": 1742, + "n_pred": 2028, + "n_ref": 2112 + }, + "13": { + "Dice": 0.8350147025559828, + "FN": 1892, + "FP": 1755, + "IoU": 0.7167598633115875, + "TN": 1038516, + "TP": 9229, + "n_pred": 10984, + "n_ref": 11121 + }, + "14": { + "Dice": 0.8774717639933017, + "FN": 2261, + "FP": 1178, + "IoU": 0.7816923760553546, + "TN": 1035639, + "TP": 12314, + "n_pred": 13492, + "n_ref": 14575 + }, + "15": { + "Dice": 0.8380861472377998, + "FN": 3994, + "FP": 77, + "IoU": 0.7212980078044773, + "TN": 1036785, + "TP": 10536, + "n_pred": 10613, + "n_ref": 14530 + }, + "2": { + "Dice": 0.6934306569343066, + "FN": 81, + "FP": 3, + "IoU": 0.5307262569832403, + "TN": 1051213, + "TP": 95, + "n_pred": 98, + "n_ref": 176 + }, + "3": { + "Dice": 0.8301886792452831, + "FN": 27, + "FP": 0, + "IoU": 0.7096774193548387, + "TN": 1051299, + "TP": 66, + "n_pred": 66, + "n_ref": 93 + }, + "4": { + "Dice": 0.9041263445695579, + "FN": 1570, + "FP": 1095, + "IoU": 0.8250279036176219, + "TN": 1036161, + "TP": 12566, + "n_pred": 13661, + "n_ref": 14136 + }, + "5": { + "Dice": 0.5133991537376587, + "FN": 496, + "FP": 884, + "IoU": 0.34535104364326374, + "TN": 1049284, + "TP": 728, + "n_pred": 1612, + "n_ref": 1224 + }, + "6": { + "Dice": 0.9543948112152573, + "FN": 5007, + "FP": 8451, + "IoU": 0.912767860615253, + "TN": 897114, + "TP": 140820, + "n_pred": 149271, + "n_ref": 145827 + }, + "7": { + "Dice": 0.9289351339384547, + "FN": 4193, + "FP": 1906, + "IoU": 0.8673005374121537, + "TN": 1005431, + "TP": 39862, + "n_pred": 41768, + "n_ref": 44055 + }, + "8": { + "Dice": 0.9591424196018377, + "FN": 566, + "FP": 768, + "IoU": 0.9214924670433146, + "TN": 1034400, + "TP": 15658, + "n_pred": 16426, + "n_ref": 16224 + }, + "9": { + "Dice": 0.9188137308321008, + "FN": 975, + "FP": 68, + "IoU": 0.8498200143988481, + "TN": 1044447, + "TP": 5902, + "n_pred": 5970, + "n_ref": 6877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.703823664274524, + "FN": 1713.2311111111112, + "FP": 1509.6377777777777, + "IoU": 0.6213579737351708, + "TN": 927309.6244444444, + "TP": 15720.306666666665, + "n_pred": 17229.944444444445, + "n_ref": 17433.537777777776 + }, + "mean": { + "1": { + "Dice": 0.7968708513946953, + "FN": 1520.0, + "FP": 1048.2666666666667, + "IoU": 0.742413758228573, + "TN": 921401.4666666667, + "TP": 22283.066666666666, + "n_pred": 23331.333333333332, + "n_ref": 23803.066666666666 + }, + "10": { + "Dice": 0.6953257585366303, + "FN": 2298.1, + "FP": 1282.5, + "IoU": 0.5811595137045023, + "TN": 934552.6666666666, + "TP": 8119.533333333334, + "n_pred": 9402.033333333333, + "n_ref": 10417.633333333333 + }, + "11": { + "Dice": 0.5992933644760726, + "FN": 256.5, + "FP": 466.8333333333333, + "IoU": 0.4749169267414143, + "TN": 944811.8, + "TP": 717.6666666666666, + "n_pred": 1184.5, + "n_ref": 974.1666666666666 + }, + "12": { + "Dice": 0.5045655164343292, + "FN": 407.26666666666665, + "FP": 220.43333333333334, + "IoU": 0.4026782028996261, + "TN": 944975.6, + "TP": 649.5, + "n_pred": 869.9333333333333, + "n_ref": 1056.7666666666667 + }, + "13": { + "Dice": 0.5720631650751408, + "FN": 1932.4, + "FP": 3002.233333333333, + "IoU": 0.46583956289985623, + "TN": 935448.9, + "TP": 5869.266666666666, + "n_pred": 8871.5, + "n_ref": 7801.666666666667 + }, + "14": { + "Dice": 0.7842376964606885, + "FN": 2398.233333333333, + "FP": 1777.1666666666667, + "IoU": 0.6850575449724139, + "TN": 929016.2, + "TP": 13061.2, + "n_pred": 14838.366666666667, + "n_ref": 15459.433333333332 + }, + "15": { + "Dice": 0.5677015016137872, + "FN": 1911.9333333333334, + "FP": 1183.6, + "IoU": 0.4860893334522383, + "TN": 934890.6666666666, + "TP": 8266.6, + "n_pred": 9450.2, + "n_ref": 10178.533333333333 + }, + "2": { + "Dice": 0.8611290387140679, + "FN": 3337.9666666666667, + "FP": 1697.7666666666667, + "IoU": 0.8005938273200623, + "TN": 917200.6, + "TP": 24016.466666666667, + "n_pred": 25714.233333333334, + "n_ref": 27354.433333333334 + }, + "3": { + "Dice": 0.8135039974830282, + "FN": 1505.0333333333333, + "FP": 2353.233333333333, + "IoU": 0.7714652041224835, + "TN": 922986.2333333333, + "TP": 19408.3, + "n_pred": 21761.533333333333, + "n_ref": 20913.333333333332 + }, + "4": { + "Dice": 0.49219442167339117, + "FN": 996.6, + "FP": 640.4333333333333, + "IoU": 0.438656143754067, + "TN": 938987.4333333333, + "TP": 5628.333333333333, + "n_pred": 6268.766666666666, + "n_ref": 6624.933333333333 + }, + "5": { + "Dice": 0.6276510986402681, + "FN": 694.7666666666667, + "FP": 349.76666666666665, + "IoU": 0.5012579454431891, + "TN": 943994.0, + "TP": 1214.2666666666667, + "n_pred": 1564.0333333333333, + "n_ref": 1909.0333333333333 + }, + "6": { + "Dice": 0.9125617441040286, + "FN": 2345.133333333333, + "FP": 3578.1, + "IoU": 0.875570367392712, + "TN": 861318.8666666667, + "TP": 79010.7, + "n_pred": 82588.8, + "n_ref": 81355.83333333333 + }, + "7": { + "Dice": 0.7508475210416717, + "FN": 4642.3, + "FP": 2866.266666666667, + "IoU": 0.6630318719961499, + "TN": 913399.5, + "TP": 25344.733333333334, + "n_pred": 28211.0, + "n_ref": 29987.033333333333 + }, + "8": { + "Dice": 0.8829735229460479, + "FN": 508.06666666666666, + "FP": 861.1666666666666, + "IoU": 0.8237082759428226, + "TN": 932350.2666666667, + "TP": 12533.3, + "n_pred": 13394.466666666667, + "n_ref": 13041.366666666667 + }, + "9": { + "Dice": 0.6964357655240143, + "FN": 944.1666666666666, + "FP": 1316.8, + "IoU": 0.6079311271574513, + "TN": 934310.1666666666, + "TP": 9681.666666666666, + "n_pred": 10998.466666666667, + "n_ref": 10625.833333333334 + } + }, + "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": 0.8445010183299388, + "FN": 1507, + "FP": 1547, + "IoU": 0.730853970212391, + "TN": 1040045, + "TP": 8293, + "n_pred": 9840, + "n_ref": 9800 + }, + "11": { + "Dice": 0.7589082638362395, + "FN": 407, + "FP": 229, + "IoU": 0.611484422724496, + "TN": 1049755, + "TP": 1001, + "n_pred": 1230, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7393519663616127, + "FN": 3682, + "FP": 6856, + "IoU": 0.5864856380474023, + "TN": 1025908, + "TP": 14946, + "n_pred": 21802, + "n_ref": 18628 + }, + "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": 0.9535752285410288, + "FN": 1656, + "FP": 2620, + "IoU": 0.9112697391629142, + "TN": 1003201, + "TP": 43915, + "n_pred": 46535, + "n_ref": 45571 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 1051012, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "4": { + "Dice": 0.9112286286389074, + "FN": 1899, + "FP": 1559, + "IoU": 0.8369329435065548, + "TN": 1030186, + "TP": 17748, + "n_pred": 19307, + "n_ref": 19647 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9655335441984352, + "FN": 4822, + "FP": 5530, + "IoU": 0.9333638019710204, + "TN": 896041, + "TP": 144999, + "n_pred": 150529, + "n_ref": 149821 + }, + "7": { + "Dice": 0.4, + "FN": 2, + "FP": 244, + "IoU": 0.25, + "TN": 1051064, + "TP": 82, + "n_pred": 326, + "n_ref": 84 + }, + "8": { + "Dice": 0.796812749003984, + "FN": 2, + "FP": 49, + "IoU": 0.6622516556291391, + "TN": 1051241, + "TP": 100, + "n_pred": 149, + "n_ref": 102 + }, + "9": { + "Dice": 0.9410824269427336, + "FN": 965, + "FP": 3531, + "IoU": 0.8887211345692152, + "TN": 1010989, + "TP": 35907, + "n_pred": 39438, + "n_ref": 36872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744598045972351, + "FN": 960, + "FP": 1560, + "IoU": 0.9501917223386173, + "TN": 650334, + "TP": 48074, + "n_pred": 49634, + "n_ref": 49034 + }, + "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": 3, + "FP": 0, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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": 0.9232894641169199, + "FN": 2098, + "FP": 2122, + "IoU": 0.8575094543490005, + "TN": 671312, + "TP": 25396, + "n_pred": 27518, + "n_ref": 27494 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9673529852985299, + "FN": 1519, + "FP": 1963, + "IoU": 0.9367702337068042, + "TN": 645859, + "TP": 51587, + "n_pred": 53550, + "n_ref": 53106 + }, + "7": { + "Dice": 0.9291928201739896, + "FN": 1667, + "FP": 262, + "IoU": 0.8677498971616618, + "TN": 686342, + "TP": 12657, + "n_pred": 12919, + "n_ref": 14324 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 700859, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 700862, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552809624668788, + "FN": 754, + "FP": 4461, + "IoU": 0.9143903079650666, + "TN": 815244, + "TP": 55701, + "n_pred": 60162, + "n_ref": 56455 + }, + "10": { + "Dice": 0.4985228951255539, + "FN": 556, + "FP": 802, + "IoU": 0.3320216428922774, + "TN": 874127, + "TP": 675, + "n_pred": 1477, + "n_ref": 1231 + }, + "11": { + "Dice": 0.5749881347887993, + "FN": 2858, + "FP": 724, + "IoU": 0.4034970857618651, + "TN": 870155, + "TP": 2423, + "n_pred": 3147, + "n_ref": 5281 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8553929908132017, + "FN": 303, + "FP": 547, + "IoU": 0.7473246135552913, + "TN": 872796, + "TP": 2514, + "n_pred": 3061, + "n_ref": 2817 + }, + "14": { + "Dice": 0.949460191836208, + "FN": 869, + "FP": 306, + "IoU": 0.9037831641008843, + "TN": 863948, + "TP": 11037, + "n_pred": 11343, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9545322601926376, + "FN": 624, + "FP": 1099, + "IoU": 0.913019334645868, + "TN": 856351, + "TP": 18086, + "n_pred": 19185, + "n_ref": 18710 + }, + "3": { + "Dice": 0.9617877094972067, + "FN": 700, + "FP": 668, + "IoU": 0.9263882910030133, + "TN": 857576, + "TP": 17216, + "n_pred": 17884, + "n_ref": 17916 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7612843182875756, + "FN": 4304, + "FP": 1339, + "IoU": 0.6145755071374907, + "TN": 861519, + "TP": 8998, + "n_pred": 10337, + "n_ref": 13302 + }, + "6": { + "Dice": 0.9634734547451896, + "FN": 1524, + "FP": 2732, + "IoU": 0.9295212545746601, + "TN": 815773, + "TP": 56131, + "n_pred": 58863, + "n_ref": 57655 + }, + "7": { + "Dice": 0.8628233970753656, + "FN": 676, + "FP": 4202, + "IoU": 0.758741777535981, + "TN": 855941, + "TP": 15341, + "n_pred": 19543, + "n_ref": 16017 + }, + "8": { + "Dice": 0.9356644180634518, + "FN": 741, + "FP": 3627, + "IoU": 0.8791065843735296, + "TN": 840029, + "TP": 31763, + "n_pred": 35390, + "n_ref": 32504 + }, + "9": { + "Dice": 0.8065776324157354, + "FN": 1916, + "FP": 2342, + "IoU": 0.6758526187576127, + "TN": 863024, + "TP": 8878, + "n_pred": 11220, + "n_ref": 10794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 3491, + "IoU": 0.0, + "TN": 1047901, + "TP": 0, + "n_pred": 3491, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4113, + "FP": 0, + "IoU": 0.0, + "TN": 1047279, + "TP": 0, + "n_pred": 0, + "n_ref": 4113 + }, + "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": 0.9429354855398624, + "FN": 326, + "FP": 777, + "IoU": 0.8920321064996085, + "TN": 1041176, + "TP": 9113, + "n_pred": 9890, + "n_ref": 9439 + }, + "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": 1650, + "IoU": 0.0, + "TN": 1049742, + "TP": 0, + "n_pred": 1650, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506793956201275, + "FN": 870, + "FP": 5159, + "IoU": 0.9059951664457785, + "TN": 987257, + "TP": 58106, + "n_pred": 63265, + "n_ref": 58976 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1051344, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1029082774049217, + "FN": 369, + "FP": 32, + "IoU": 0.054245283018867926, + "TN": 1050968, + "TP": 23, + "n_pred": 55, + "n_ref": 392 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711511304184095, + "FN": 953, + "FP": 1192, + "IoU": 0.9439201024863395, + "TN": 1013143, + "TP": 36104, + "n_pred": 37296, + "n_ref": 37057 + }, + "10": { + "Dice": 0.7114236706689537, + "FN": 11095, + "FP": 5729, + "IoU": 0.5521005271284809, + "TN": 1013830, + "TP": 20738, + "n_pred": 26467, + "n_ref": 31833 + }, + "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": 62, + "IoU": 0.0, + "TN": 1051330, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "13": { + "Dice": 0.5328219315895373, + "FN": 8599, + "FP": 13691, + "IoU": 0.36316105254135594, + "TN": 1016391, + "TP": 12711, + "n_pred": 26402, + "n_ref": 21310 + }, + "14": { + "Dice": 0.6808009422850412, + "FN": 159, + "FP": 112, + "IoU": 0.5160714285714286, + "TN": 1050832, + "TP": 289, + "n_pred": 401, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 1051257, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "2": { + "Dice": 0.4986822504869944, + "FN": 13119, + "FP": 6, + "IoU": 0.33216302854526025, + "TN": 1031739, + "TP": 6528, + "n_pred": 6534, + "n_ref": 19647 + }, + "3": { + "Dice": 0.9470135143945533, + "FN": 3751, + "FP": 1938, + "IoU": 0.8993596093971129, + "TN": 994864, + "TP": 50839, + "n_pred": 52777, + "n_ref": 54590 + }, + "4": { + "Dice": 0.8626624039181008, + "FN": 2300, + "FP": 1738, + "IoU": 0.7584928229665072, + "TN": 1034672, + "TP": 12682, + "n_pred": 14420, + "n_ref": 14982 + }, + "5": { + "Dice": 0.3851508120649652, + "FN": 23, + "FP": 507, + "IoU": 0.23850574712643677, + "TN": 1050696, + "TP": 166, + "n_pred": 673, + "n_ref": 189 + }, + "6": { + "Dice": 0.9603937443841805, + "FN": 5337, + "FP": 15336, + "IoU": 0.9238052764652548, + "TN": 780074, + "TP": 250645, + "n_pred": 265981, + "n_ref": 255982 + }, + "7": { + "Dice": 0.7971956583747429, + "FN": 17651, + "FP": 9367, + "IoU": 0.6627808287568647, + "TN": 971272, + "TP": 53102, + "n_pred": 62469, + "n_ref": 70753 + }, + "8": { + "Dice": 0.9071604163397667, + "FN": 994, + "FP": 2556, + "IoU": 0.8300947640470948, + "TN": 1030498, + "TP": 17344, + "n_pred": 19900, + "n_ref": 18338 + }, + "9": { + "Dice": 0.6545820745216515, + "FN": 917, + "FP": 2170, + "IoU": 0.4865269461077844, + "TN": 1045380, + "TP": 2925, + "n_pred": 5095, + "n_ref": 3842 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9265302873517471, + "FN": 1279, + "FP": 567, + "IoU": 0.8631173068367196, + "TN": 862674, + "TP": 11640, + "n_pred": 12207, + "n_ref": 12919 + }, + "10": { + "Dice": 0.8251780171626802, + "FN": 2774, + "FP": 1056, + "IoU": 0.7023855777449686, + "TN": 863291, + "TP": 9039, + "n_pred": 10095, + "n_ref": 11813 + }, + "11": { + "Dice": 0.8145593869731801, + "FN": 375, + "FP": 109, + "IoU": 0.687136393018746, + "TN": 874613, + "TP": 1063, + "n_pred": 1172, + "n_ref": 1438 + }, + "12": { + "Dice": 0.6611059623107816, + "FN": 775, + "FP": 322, + "IoU": 0.49377018920166127, + "TN": 873993, + "TP": 1070, + "n_pred": 1392, + "n_ref": 1845 + }, + "13": { + "Dice": 0.8551669967898368, + "FN": 927, + "FP": 7555, + "IoU": 0.7469796855889986, + "TN": 842637, + "TP": 25041, + "n_pred": 32596, + "n_ref": 25968 + }, + "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": 0.9333076181292189, + "FN": 443, + "FP": 1286, + "IoU": 0.8749547985824836, + "TN": 862333, + "TP": 12098, + "n_pred": 13384, + "n_ref": 12541 + }, + "3": { + "Dice": 0.9563947163947164, + "FN": 476, + "FP": 927, + "IoU": 0.9164333789981536, + "TN": 859371, + "TP": 15386, + "n_pred": 16313, + "n_ref": 15862 + }, + "4": { + "Dice": 0.8283294842186297, + "FN": 360, + "FP": 86, + "IoU": 0.7069645203679369, + "TN": 874638, + "TP": 1076, + "n_pred": 1162, + "n_ref": 1436 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577360382850229, + "FN": 2442, + "FP": 1435, + "IoU": 0.9188996966844473, + "TN": 828355, + "TP": 43928, + "n_pred": 45363, + "n_ref": 46370 + }, + "7": { + "Dice": 0.9543878854223682, + "FN": 1172, + "FP": 828, + "IoU": 0.9127551910661316, + "TN": 853236, + "TP": 20924, + "n_pred": 21752, + "n_ref": 22096 + }, + "8": { + "Dice": 0.931357629154986, + "FN": 1266, + "FP": 448, + "IoU": 0.8715335032229051, + "TN": 862818, + "TP": 11628, + "n_pred": 12076, + "n_ref": 12894 + }, + "9": { + "Dice": 0.9176731490958717, + "FN": 1684, + "FP": 3142, + "IoU": 0.8478706301421681, + "TN": 844437, + "TP": 26897, + "n_pred": 30039, + "n_ref": 28581 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 700871, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "10": { + "Dice": 0.9092217190740192, + "FN": 1137, + "FP": 1008, + "IoU": 0.833553193140374, + "TN": 688041, + "TP": 10742, + "n_pred": 11750, + "n_ref": 11879 + }, + "11": { + "Dice": 0.22180451127819548, + "FN": 1, + "FP": 413, + "IoU": 0.12473572938689217, + "TN": 700455, + "TP": 59, + "n_pred": 472, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24980842911877393, + "FN": 977, + "FP": 2, + "IoU": 0.14273204903677758, + "TN": 699786, + "TP": 163, + "n_pred": 165, + "n_ref": 1140 + }, + "14": { + "Dice": 0.9639140262457968, + "FN": 8924, + "FP": 112, + "IoU": 0.9303417386813034, + "TN": 571209, + "TP": 120683, + "n_pred": 120795, + "n_ref": 129607 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 700900, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "2": { + "Dice": 0.9531725747305256, + "FN": 1164, + "FP": 3050, + "IoU": 0.9105345845187041, + "TN": 653826, + "TP": 42888, + "n_pred": 45938, + "n_ref": 44052 + }, + "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": 0.7588395285584769, + "FN": 200, + "FP": 332, + "IoU": 0.6113951789627465, + "TN": 699559, + "TP": 837, + "n_pred": 1169, + "n_ref": 1037 + }, + "6": { + "Dice": 0.973969990881207, + "FN": 3230, + "FP": 538, + "IoU": 0.9492607255393067, + "TN": 626666, + "TP": 70494, + "n_pred": 71032, + "n_ref": 73724 + }, + "7": { + "Dice": 0.9694422776911077, + "FN": 2781, + "FP": 353, + "IoU": 0.9406967282911045, + "TN": 648081, + "TP": 49713, + "n_pred": 50066, + "n_ref": 52494 + }, + "8": { + "Dice": 0.9551225608543755, + "FN": 1990, + "FP": 1170, + "IoU": 0.9141000897056025, + "TN": 664141, + "TP": 33627, + "n_pred": 34797, + "n_ref": 35617 + }, + "9": { + "Dice": 0.5700483091787439, + "FN": 10, + "FP": 79, + "IoU": 0.39864864864864863, + "TN": 700780, + "TP": 59, + "n_pred": 138, + "n_ref": 69 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829741056728035, + "FN": 229, + "FP": 681, + "IoU": 0.9665182677802715, + "TN": 673749, + "TP": 26269, + "n_pred": 26950, + "n_ref": 26498 + }, + "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": 0.27911857292759706, + "FN": 685, + "FP": 2, + "IoU": 0.16219512195121952, + "TN": 700108, + "TP": 133, + "n_pred": 135, + "n_ref": 818 + }, + "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": 0.976246901176188, + "FN": 763, + "FP": 1412, + "IoU": 0.95359604019543, + "TN": 654057, + "TP": 44696, + "n_pred": 46108, + "n_ref": 45459 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 700458, + "TP": 0, + "n_pred": 470, + "n_ref": 0 + }, + "5": { + "Dice": 0.9256544502617801, + "FN": 308, + "FP": 544, + "IoU": 0.8615984405458089, + "TN": 694772, + "TP": 5304, + "n_pred": 5848, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9942380866098931, + "FN": 1358, + "FP": 232, + "IoU": 0.9885421921164517, + "TN": 562158, + "TP": 137180, + "n_pred": 137412, + "n_ref": 138538 + }, + "7": { + "Dice": 0.464126330243735, + "FN": 3034, + "FP": 88, + "IoU": 0.3021904336164506, + "TN": 696454, + "TP": 1352, + "n_pred": 1440, + "n_ref": 4386 + }, + "8": { + "Dice": 0.9833410169829423, + "FN": 799, + "FP": 538, + "IoU": 0.9672279824496899, + "TN": 660131, + "TP": 39460, + "n_pred": 39998, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8038507821901324, + "FN": 0, + "FP": 163, + "IoU": 0.6720321931589537, + "TN": 875663, + "TP": 334, + "n_pred": 497, + "n_ref": 334 + }, + "10": { + "Dice": 0.8247947559345765, + "FN": 1653, + "FP": 1100, + "IoU": 0.7018303909888444, + "TN": 866927, + "TP": 6480, + "n_pred": 7580, + "n_ref": 8133 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7346021675918584, + "FN": 1130, + "FP": 878, + "IoU": 0.580530603718404, + "TN": 871373, + "TP": 2779, + "n_pred": 3657, + "n_ref": 3909 + }, + "13": { + "Dice": 0.4166438757569838, + "FN": 819, + "FP": 14112, + "IoU": 0.26313971277698267, + "TN": 855897, + "TP": 5332, + "n_pred": 19444, + "n_ref": 6151 + }, + "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": 0.9675425038639877, + "FN": 50, + "FP": 13, + "IoU": 0.937125748502994, + "TN": 875158, + "TP": 939, + "n_pred": 952, + "n_ref": 989 + }, + "3": { + "Dice": 0.9622368632492367, + "FN": 406, + "FP": 534, + "IoU": 0.9272220501703313, + "TN": 863244, + "TP": 11976, + "n_pred": 12510, + "n_ref": 12382 + }, + "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": 0.9286852589641434, + "FN": 1145, + "FP": 287, + "IoU": 0.8668650055782819, + "TN": 865404, + "TP": 9324, + "n_pred": 9611, + "n_ref": 10469 + }, + "7": { + "Dice": 0.9001670683960159, + "FN": 14966, + "FP": 690, + "IoU": 0.8184580062384768, + "TN": 789921, + "TP": 70583, + "n_pred": 71273, + "n_ref": 85549 + }, + "8": { + "Dice": 0.9328017321046655, + "FN": 244, + "FP": 2301, + "IoU": 0.8740660101934782, + "TN": 855951, + "TP": 17664, + "n_pred": 19965, + "n_ref": 17908 + }, + "9": { + "Dice": 0.9089668615984405, + "FN": 1158, + "FP": 1644, + "IoU": 0.8331248883330356, + "TN": 859369, + "TP": 13989, + "n_pred": 15633, + "n_ref": 15147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9397331960708617, + "FN": 6771, + "FP": 254, + "IoU": 0.8863176632413625, + "TN": 989597, + "TP": 54770, + "n_pred": 55024, + "n_ref": 61541 + }, + "10": { + "Dice": 0.5386996904024768, + "FN": 309, + "FP": 734, + "IoU": 0.3686440677966102, + "TN": 1049740, + "TP": 609, + "n_pred": 1343, + "n_ref": 918 + }, + "11": { + "Dice": 0.7288296860133207, + "FN": 99, + "FP": 186, + "IoU": 0.5733532934131736, + "TN": 1050724, + "TP": 383, + "n_pred": 569, + "n_ref": 482 + }, + "12": { + "Dice": 0.7886550777676121, + "FN": 683, + "FP": 241, + "IoU": 0.6510574018126888, + "TN": 1048744, + "TP": 1724, + "n_pred": 1965, + "n_ref": 2407 + }, + "13": { + "Dice": 0.7808355910452017, + "FN": 876, + "FP": 2198, + "IoU": 0.64046783625731, + "TN": 1042842, + "TP": 5476, + "n_pred": 7674, + "n_ref": 6352 + }, + "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": 0.8963442850532161, + "FN": 24, + "FP": 424, + "IoU": 0.8121593291404612, + "TN": 1049007, + "TP": 1937, + "n_pred": 2361, + "n_ref": 1961 + }, + "3": { + "Dice": 0.9612340375448715, + "FN": 2738, + "FP": 2532, + "IoU": 0.9253615080657726, + "TN": 980785, + "TP": 65337, + "n_pred": 67869, + "n_ref": 68075 + }, + "4": { + "Dice": 0.9435696871190573, + "FN": 1722, + "FP": 500, + "IoU": 0.893167940766383, + "TN": 1030593, + "TP": 18577, + "n_pred": 19077, + "n_ref": 20299 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969655298398023, + "FN": 6178, + "FP": 5782, + "IoU": 0.9410979615757773, + "TN": 848343, + "TP": 191089, + "n_pred": 196871, + "n_ref": 197267 + }, + "7": { + "Dice": 0.8852930600503416, + "FN": 296, + "FP": 23, + "IoU": 0.7941935483870968, + "TN": 1049842, + "TP": 1231, + "n_pred": 1254, + "n_ref": 1527 + }, + "8": { + "Dice": 0.9832421637579231, + "FN": 394, + "FP": 185, + "IoU": 0.9670367207514945, + "TN": 1033827, + "TP": 16986, + "n_pred": 17171, + "n_ref": 17380 + }, + "9": { + "Dice": 0.9524666459820044, + "FN": 915, + "FP": 617, + "IoU": 0.9092470825188081, + "TN": 1034511, + "TP": 15349, + "n_pred": 15966, + "n_ref": 16264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1750358680057389, + "FN": 575, + "FP": 0, + "IoU": 0.0959119496855346, + "TN": 1050756, + "TP": 61, + "n_pred": 61, + "n_ref": 636 + }, + "10": { + "Dice": 0.5230769230769231, + "FN": 16635, + "FP": 1221, + "IoU": 0.3541666666666667, + "TN": 1023744, + "TP": 9792, + "n_pred": 11013, + "n_ref": 26427 + }, + "11": { + "Dice": 0.0, + "FN": 156, + "FP": 2218, + "IoU": 0.0, + "TN": 1049018, + "TP": 0, + "n_pred": 2218, + "n_ref": 156 + }, + "12": { + "Dice": 0.0, + "FN": 900, + "FP": 619, + "IoU": 0.0, + "TN": 1049873, + "TP": 0, + "n_pred": 619, + "n_ref": 900 + }, + "13": { + "Dice": 0.611002314402706, + "FN": 5429, + "FP": 3311, + "IoU": 0.43988720840810047, + "TN": 1035788, + "TP": 6864, + "n_pred": 10175, + "n_ref": 12293 + }, + "14": { + "Dice": 0.8011150797107762, + "FN": 3213, + "FP": 8202, + "IoU": 0.6682168289492806, + "TN": 1016987, + "TP": 22990, + "n_pred": 31192, + "n_ref": 26203 + }, + "15": { + "Dice": 0.803065041631471, + "FN": 6069, + "FP": 459, + "IoU": 0.6709345700171389, + "TN": 1031554, + "TP": 13310, + "n_pred": 13769, + "n_ref": 19379 + }, + "2": { + "Dice": 0.7356551786850959, + "FN": 294, + "FP": 2613, + "IoU": 0.5818469505178366, + "TN": 1044440, + "TP": 4045, + "n_pred": 6658, + "n_ref": 4339 + }, + "3": { + "Dice": 0.9319058490120444, + "FN": 10380, + "FP": 1730, + "IoU": 0.8724941037735849, + "TN": 956416, + "TP": 82866, + "n_pred": 84596, + "n_ref": 93246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 1051156, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9643011029293547, + "FN": 2581, + "FP": 2970, + "IoU": 0.9310631744967276, + "TN": 970869, + "TP": 74972, + "n_pred": 77942, + "n_ref": 77553 + }, + "7": { + "Dice": 0.6443622258061116, + "FN": 28017, + "FP": 5722, + "IoU": 0.47532035332172184, + "TN": 987088, + "TP": 30565, + "n_pred": 36287, + "n_ref": 58582 + }, + "8": { + "Dice": 0.8421052631578947, + "FN": 0, + "FP": 3, + "IoU": 0.7272727272727273, + "TN": 1051381, + "TP": 8, + "n_pred": 11, + "n_ref": 8 + }, + "9": { + "Dice": 0.8054650794108321, + "FN": 2466, + "FP": 4283, + "IoU": 0.674291781284687, + "TN": 1030671, + "TP": 13972, + "n_pred": 18255, + "n_ref": 16438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773796097291086, + "FN": 373, + "FP": 690, + "IoU": 0.9557599467288164, + "TN": 676900, + "TP": 22965, + "n_pred": 23655, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 48, + "FP": 60, + "IoU": 0.0, + "TN": 700820, + "TP": 0, + "n_pred": 60, + "n_ref": 48 + }, + "11": { + "Dice": 0.8247848537005164, + "FN": 600, + "FP": 927, + "IoU": 0.7018160515524312, + "TN": 695807, + "TP": 3594, + "n_pred": 4521, + "n_ref": 4194 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41519711309321167, + "FN": 1222, + "FP": 7367, + "IoU": 0.26198659563498883, + "TN": 689290, + "TP": 3049, + "n_pred": 10416, + "n_ref": 4271 + }, + "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": 0.9429932450900004, + "FN": 1914, + "FP": 1006, + "IoU": 0.8921354955487422, + "TN": 673857, + "TP": 24151, + "n_pred": 25157, + "n_ref": 26065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9363355311756176, + "FN": 1920, + "FP": 2734, + "IoU": 0.8802921961006225, + "TN": 662050, + "TP": 34224, + "n_pred": 36958, + "n_ref": 36144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795609156117684, + "FN": 6007, + "FP": 3382, + "IoU": 0.9599406085068074, + "TN": 466551, + "TP": 224988, + "n_pred": 228370, + "n_ref": 230995 + }, + "7": { + "Dice": 0.9541267558221379, + "FN": 1700, + "FP": 4296, + "IoU": 0.9122776217228464, + "TN": 632576, + "TP": 62356, + "n_pred": 66652, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9047120418848168, + "FN": 180, + "FP": 2, + "IoU": 0.8260038240917782, + "TN": 699882, + "TP": 864, + "n_pred": 866, + "n_ref": 1044 + }, + "9": { + "Dice": 0.9479209650023511, + "FN": 2231, + "FP": 3196, + "IoU": 0.9009978656256271, + "TN": 646111, + "TP": 49390, + "n_pred": 52586, + "n_ref": 51621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6034529512790382, + "FN": 4379, + "FP": 8, + "IoU": 0.43210355987055016, + "TN": 1043667, + "TP": 3338, + "n_pred": 3346, + "n_ref": 7717 + }, + "10": { + "Dice": 0.025651634257343816, + "FN": 0, + "FP": 4710, + "IoU": 0.012992455993294216, + "TN": 1046620, + "TP": 62, + "n_pred": 4772, + "n_ref": 62 + }, + "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": 36, + "IoU": 0.0, + "TN": 1051356, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "13": { + "Dice": 0.7119638826185102, + "FN": 914, + "FP": 4190, + "IoU": 0.552751489660007, + "TN": 1039980, + "TP": 6308, + "n_pred": 10498, + "n_ref": 7222 + }, + "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": 0.9812772268050792, + "FN": 1172, + "FP": 444, + "IoU": 0.9632426530797925, + "TN": 1007428, + "TP": 42348, + "n_pred": 42792, + "n_ref": 43520 + }, + "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": 0.6582712889716147, + "FN": 10230, + "FP": 1520, + "IoU": 0.4906142974812503, + "TN": 1028325, + "TP": 11317, + "n_pred": 12837, + "n_ref": 21547 + }, + "6": { + "Dice": 0.9727802650233822, + "FN": 2657, + "FP": 8536, + "IoU": 0.9470030918414212, + "TN": 840191, + "TP": 200008, + "n_pred": 208544, + "n_ref": 202665 + }, + "7": { + "Dice": 0.903448275862069, + "FN": 958, + "FP": 1058, + "IoU": 0.8238993710691824, + "TN": 1039944, + "TP": 9432, + "n_pred": 10490, + "n_ref": 10390 + }, + "8": { + "Dice": 0.9108423315757234, + "FN": 2872, + "FP": 4551, + "IoU": 0.836281429201588, + "TN": 1006052, + "TP": 37917, + "n_pred": 42468, + "n_ref": 40789 + }, + "9": { + "Dice": 0.8088390700483091, + "FN": 6452, + "FP": 3678, + "IoU": 0.6790342511327271, + "TN": 1019831, + "TP": 21431, + "n_pred": 25109, + "n_ref": 27883 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6747475434361293, + "FN": 18970, + "FP": 162, + "IoU": 0.509146419683403, + "TN": 661951, + "TP": 19845, + "n_pred": 20007, + "n_ref": 38815 + }, + "10": { + "Dice": 0.8248902869029198, + "FN": 2596, + "FP": 4307, + "IoU": 0.7019687419048442, + "TN": 677766, + "TP": 16259, + "n_pred": 20566, + "n_ref": 18855 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8257770173937838, + "FN": 372, + "FP": 239, + "IoU": 0.7032540067994172, + "TN": 698869, + "TP": 1448, + "n_pred": 1687, + "n_ref": 1820 + }, + "13": { + "Dice": 0.7940488023856094, + "FN": 5302, + "FP": 1121, + "IoU": 0.6584419037490029, + "TN": 682123, + "TP": 12382, + "n_pred": 13503, + "n_ref": 17684 + }, + "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": 0.875886524822695, + "FN": 684, + "FP": 2606, + "IoU": 0.7791798107255521, + "TN": 686029, + "TP": 11609, + "n_pred": 14215, + "n_ref": 12293 + }, + "3": { + "Dice": 0.9592288768461693, + "FN": 4169, + "FP": 488, + "IoU": 0.9216520861372813, + "TN": 641488, + "TP": 54783, + "n_pred": 55271, + "n_ref": 58952 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 700831, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": 0.8389830508474576, + "FN": 212, + "FP": 206, + "IoU": 0.7226277372262774, + "TN": 699421, + "TP": 1089, + "n_pred": 1295, + "n_ref": 1301 + }, + "6": { + "Dice": 0.45780252456053405, + "FN": 2521, + "FP": 16078, + "IoU": 0.2968507806888208, + "TN": 674477, + "TP": 7852, + "n_pred": 23930, + "n_ref": 10373 + }, + "7": { + "Dice": 0.8910750760765351, + "FN": 5995, + "FP": 4457, + "IoU": 0.8035486053680174, + "TN": 647724, + "TP": 42752, + "n_pred": 47209, + "n_ref": 48747 + }, + "8": { + "Dice": 0.9787396008917405, + "FN": 119, + "FP": 272, + "IoU": 0.9583643914386114, + "TN": 691537, + "TP": 9000, + "n_pred": 9272, + "n_ref": 9119 + }, + "9": { + "Dice": 0.630523430710609, + "FN": 1, + "FP": 5526, + "IoU": 0.46041198867519284, + "TN": 690685, + "TP": 4716, + "n_pred": 10242, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0185.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": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "14": { + "Dice": 0.82125311767818, + "FN": 11798, + "FP": 27, + "IoU": 0.6967171069505002, + "TN": 1012402, + "TP": 27165, + "n_pred": 27192, + "n_ref": 38963 + }, + "15": { + "Dice": 0.06334841628959276, + "FN": 0, + "FP": 621, + "IoU": 0.03271028037383177, + "TN": 1050750, + "TP": 21, + "n_pred": 642, + "n_ref": 21 + }, + "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": 0.4980349344978166, + "FN": 3610, + "FP": 988, + "IoU": 0.33158889373455447, + "TN": 1044513, + "TP": 2281, + "n_pred": 3269, + "n_ref": 5891 + }, + "6": { + "Dice": 0.9608150470219435, + "FN": 1, + "FP": 49, + "IoU": 0.9245852187028658, + "TN": 1050729, + "TP": 613, + "n_pred": 662, + "n_ref": 614 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.950133982197308, + "FN": 1743, + "FP": 1495, + "IoU": 0.9050049873848501, + "TN": 1017306, + "TP": 30848, + "n_pred": 32343, + "n_ref": 32591 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8, + "FN": 2, + "FP": 1, + "IoU": 0.6666666666666666, + "TN": 876151, + "TP": 6, + "n_pred": 7, + "n_ref": 8 + }, + "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": 0.9782755431114222, + "FN": 2035, + "FP": 572, + "IoU": 0.9574749204795694, + "TN": 814855, + "TP": 58698, + "n_pred": 59270, + "n_ref": 60733 + }, + "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": 0.9838335158817086, + "FN": 320, + "FP": 49, + "IoU": 0.9681814262309217, + "TN": 864563, + "TP": 11228, + "n_pred": 11277, + "n_ref": 11548 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.9131675709032938, + "FN": 2893, + "FP": 484, + "IoU": 0.840210088009842, + "TN": 855026, + "TP": 17757, + "n_pred": 18241, + "n_ref": 20650 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.38387096774193546, + "FN": 136, + "FP": 246, + "IoU": 0.2375249500998004, + "TN": 875659, + "TP": 119, + "n_pred": 365, + "n_ref": 255 + }, + "13": { + "Dice": 0.5552391799544419, + "FN": 3801, + "FP": 4009, + "IoU": 0.3843121797398502, + "TN": 863475, + "TP": 4875, + "n_pred": 8884, + "n_ref": 8676 + }, + "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": 5976, + "IoU": 0.0, + "TN": 870184, + "TP": 0, + "n_pred": 5976, + "n_ref": 0 + }, + "2": { + "Dice": 0.9673169300156002, + "FN": 2579, + "FP": 1653, + "IoU": 0.9367026129616057, + "TN": 809301, + "TP": 62627, + "n_pred": 64280, + "n_ref": 65206 + }, + "3": { + "Dice": 0.9696202531645569, + "FN": 33, + "FP": 63, + "IoU": 0.941031941031941, + "TN": 874532, + "TP": 1532, + "n_pred": 1595, + "n_ref": 1565 + }, + "4": { + "Dice": 0.14038091161994437, + "FN": 4017, + "FP": 0, + "IoU": 0.07548906789413118, + "TN": 871815, + "TP": 328, + "n_pred": 328, + "n_ref": 4345 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669349771088303, + "FN": 4282, + "FP": 1243, + "IoU": 0.9359865600741513, + "TN": 789850, + "TP": 80785, + "n_pred": 82028, + "n_ref": 85067 + }, + "7": { + "Dice": 0.36473880597014924, + "FN": 0, + "FP": 1362, + "IoU": 0.22304620650313747, + "TN": 874407, + "TP": 391, + "n_pred": 1753, + "n_ref": 391 + }, + "8": { + "Dice": 0.9695971244570915, + "FN": 394, + "FP": 418, + "IoU": 0.9409883720930232, + "TN": 862400, + "TP": 12948, + "n_pred": 13366, + "n_ref": 13342 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 822, + "IoU": 0.0, + "TN": 875338, + "TP": 0, + "n_pred": 822, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617484316301793, + "FN": 868, + "FP": 3266, + "IoU": 0.9263154142307144, + "TN": 1170520, + "TP": 51970, + "n_pred": 55236, + "n_ref": 52838 + }, + "10": { + "Dice": 0.9035328690985753, + "FN": 1338, + "FP": 1682, + "IoU": 0.8240400862320107, + "TN": 1209461, + "TP": 14143, + "n_pred": 15825, + "n_ref": 15481 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7284217016029593, + "FN": 281, + "FP": 1481, + "IoU": 0.5728484848484848, + "TN": 1222499, + "TP": 2363, + "n_pred": 3844, + "n_ref": 2644 + }, + "13": { + "Dice": 0.897327335273882, + "FN": 54, + "FP": 722, + "IoU": 0.8137748980081594, + "TN": 1222457, + "TP": 3391, + "n_pred": 4113, + "n_ref": 3445 + }, + "14": { + "Dice": 0.3378214693232687, + "FN": 20742, + "FP": 16979, + "IoU": 0.20324018334283844, + "TN": 1179281, + "TP": 9622, + "n_pred": 26601, + "n_ref": 30364 + }, + "15": { + "Dice": 0.7468428914135699, + "FN": 9437, + "FP": 1749, + "IoU": 0.5959690818464206, + "TN": 1198938, + "TP": 16500, + "n_pred": 18249, + "n_ref": 25937 + }, + "2": { + "Dice": 0.9629441337626391, + "FN": 1262, + "FP": 2674, + "IoU": 0.9285364126586415, + "TN": 1171547, + "TP": 51141, + "n_pred": 53815, + "n_ref": 52403 + }, + "3": { + "Dice": 0.9600485198854105, + "FN": 1324, + "FP": 1772, + "IoU": 0.9231666459858543, + "TN": 1186329, + "TP": 37199, + "n_pred": 38971, + "n_ref": 38523 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1021, + "IoU": 0.0, + "TN": 1225603, + "TP": 0, + "n_pred": 1021, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9626940054107931, + "FN": 2236, + "FP": 2480, + "IoU": 0.9280713795470145, + "TN": 1161059, + "TP": 60849, + "n_pred": 63329, + "n_ref": 63085 + }, + "7": { + "Dice": 0.9742169898137276, + "FN": 1138, + "FP": 2112, + "IoU": 0.9497300892484262, + "TN": 1161973, + "TP": 61401, + "n_pred": 63513, + "n_ref": 62539 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9089147286821705, + "FN": 116, + "FP": 72, + "IoU": 0.8330373001776199, + "TN": 875034, + "TP": 938, + "n_pred": 1010, + "n_ref": 1054 + }, + "10": { + "Dice": 0.754806739345887, + "FN": 3105, + "FP": 606, + "IoU": 0.6061763769500159, + "TN": 866737, + "TP": 5712, + "n_pred": 6318, + "n_ref": 8817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.39634146341463417, + "FN": 53, + "FP": 541, + "IoU": 0.24714828897338403, + "TN": 875371, + "TP": 195, + "n_pred": 736, + "n_ref": 248 + }, + "13": { + "Dice": 0.18132191597538133, + "FN": 972, + "FP": 14325, + "IoU": 0.099699841092343, + "TN": 859169, + "TP": 1694, + "n_pred": 16019, + "n_ref": 2666 + }, + "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": 0.9466473215555745, + "FN": 2970, + "FP": 6407, + "IoU": 0.8986993064408098, + "TN": 783594, + "TP": 83189, + "n_pred": 89596, + "n_ref": 86159 + }, + "4": { + "Dice": 0.953393595832695, + "FN": 446, + "FP": 1075, + "IoU": 0.9109380489518679, + "TN": 859082, + "TP": 15557, + "n_pred": 16632, + "n_ref": 16003 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593304295840807, + "FN": 1865, + "FP": 516, + "IoU": 0.921839608705643, + "TN": 845697, + "TP": 28082, + "n_pred": 28598, + "n_ref": 29947 + }, + "7": { + "Dice": 0.734802192813995, + "FN": 7545, + "FP": 50, + "IoU": 0.5807804824198267, + "TN": 858043, + "TP": 10522, + "n_pred": 10572, + "n_ref": 18067 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5072992700729927, + "FN": 1, + "FP": 269, + "IoU": 0.33985330073349634, + "TN": 875751, + "TP": 139, + "n_pred": 408, + "n_ref": 140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9474689174821533, + "FN": 157, + "FP": 4685, + "IoU": 0.9001814133751134, + "TN": 827652, + "TP": 43666, + "n_pred": 48351, + "n_ref": 43823 + }, + "10": { + "Dice": 0.9155120213713268, + "FN": 3648, + "FP": 1096, + "IoU": 0.8441882615692843, + "TN": 845713, + "TP": 25703, + "n_pred": 26799, + "n_ref": 29351 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8429499426824608, + "FN": 172, + "FP": 239, + "IoU": 0.7285336856010568, + "TN": 874646, + "TP": 1103, + "n_pred": 1342, + "n_ref": 1275 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 876128, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": 0.7978227597555784, + "FN": 3456, + "FP": 14113, + "IoU": 0.6636481984914041, + "TN": 823926, + "TP": 34665, + "n_pred": 48778, + "n_ref": 38121 + }, + "15": { + "Dice": 0.8060338927368795, + "FN": 2197, + "FP": 4888, + "IoU": 0.6750894249289187, + "TN": 854354, + "TP": 14721, + "n_pred": 19609, + "n_ref": 16918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.97126000842815, + "FN": 563, + "FP": 460, + "IoU": 0.9441258397509421, + "TN": 857851, + "TP": 17286, + "n_pred": 17746, + "n_ref": 17849 + }, + "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": 2394, + "IoU": 0.0, + "TN": 873766, + "TP": 0, + "n_pred": 2394, + "n_ref": 0 + }, + "6": { + "Dice": 0.9150895658334177, + "FN": 141, + "FP": 698, + "IoU": 0.8434701492537313, + "TN": 870800, + "TP": 4521, + "n_pred": 5219, + "n_ref": 4662 + }, + "7": { + "Dice": 0.45142296368989204, + "FN": 5349, + "FP": 27073, + "IoU": 0.2915082382762991, + "TN": 830398, + "TP": 13340, + "n_pred": 40413, + "n_ref": 18689 + }, + "8": { + "Dice": 0.93272982675199, + "FN": 313, + "FP": 549, + "IoU": 0.8739397484644633, + "TN": 869322, + "TP": 5976, + "n_pred": 6525, + "n_ref": 6289 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757173144876325, + "FN": 1302, + "FP": 416, + "IoU": 0.9525859689794116, + "TN": 839926, + "TP": 34516, + "n_pred": 34932, + "n_ref": 35818 + }, + "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": 12712, + "IoU": 0.0, + "TN": 863448, + "TP": 0, + "n_pred": 12712, + "n_ref": 0 + }, + "3": { + "Dice": 0.09659329875227815, + "FN": 12849, + "FP": 39, + "IoU": 0.05074758783236356, + "TN": 862583, + "TP": 689, + "n_pred": 728, + "n_ref": 13538 + }, + "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": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "8": { + "Dice": 0.9168575938088692, + "FN": 548, + "FP": 1085, + "IoU": 0.8464792704709975, + "TN": 865523, + "TP": 9004, + "n_pred": 10089, + "n_ref": 9552 + }, + "9": { + "Dice": 0.9123835677440902, + "FN": 973, + "FP": 1388, + "IoU": 0.8388835812747373, + "TN": 861506, + "TP": 12293, + "n_pred": 13681, + "n_ref": 13266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9568838955941213, + "FN": 3078, + "FP": 2502, + "IoU": 0.9173321086238314, + "TN": 1159125, + "TP": 61919, + "n_pred": 64421, + "n_ref": 64997 + }, + "10": { + "Dice": 0.42201834862385323, + "FN": 62, + "FP": 1, + "IoU": 0.26744186046511625, + "TN": 1226538, + "TP": 23, + "n_pred": 24, + "n_ref": 85 + }, + "11": { + "Dice": 0.7552376085845682, + "FN": 338, + "FP": 1099, + "IoU": 0.6067323481116584, + "TN": 1222970, + "TP": 2217, + "n_pred": 3316, + "n_ref": 2555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7726354367335432, + "FN": 3784, + "FP": 1055, + "IoU": 0.629507694663502, + "TN": 1213563, + "TP": 8222, + "n_pred": 9277, + "n_ref": 12006 + }, + "14": { + "Dice": 0.8990082295843005, + "FN": 1991, + "FP": 402, + "IoU": 0.8165440049064704, + "TN": 1213580, + "TP": 10651, + "n_pred": 11053, + "n_ref": 12642 + }, + "15": { + "Dice": 0.9076307230422818, + "FN": 2167, + "FP": 1525, + "IoU": 0.8308826897531034, + "TN": 1204793, + "TP": 18139, + "n_pred": 19664, + "n_ref": 20306 + }, + "2": { + "Dice": 0.8736549809094064, + "FN": 305, + "FP": 1879, + "IoU": 0.7756548536209553, + "TN": 1216889, + "TP": 7551, + "n_pred": 9430, + "n_ref": 7856 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8936107854630715, + "FN": 2608, + "FP": 1022, + "IoU": 0.807682119205298, + "TN": 1207749, + "TP": 15245, + "n_pred": 16267, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614615292991773, + "FN": 5159, + "FP": 4224, + "IoU": 0.9257832583229848, + "TN": 1100197, + "TP": 117044, + "n_pred": 121268, + "n_ref": 122203 + }, + "7": { + "Dice": 0.8844749433392093, + "FN": 8896, + "FP": 5784, + "IoU": 0.7928777019019132, + "TN": 1155748, + "TP": 56196, + "n_pred": 61980, + "n_ref": 65092 + }, + "8": { + "Dice": 0.7363861386138614, + "FN": 35, + "FP": 391, + "IoU": 0.5827619980411362, + "TN": 1225603, + "TP": 595, + "n_pred": 986, + "n_ref": 630 + }, + "9": { + "Dice": 0.8424900431010967, + "FN": 2501, + "FP": 386, + "IoU": 0.7278469079939668, + "TN": 1216016, + "TP": 7721, + "n_pred": 8107, + "n_ref": 10222 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8792587312900927, + "FN": 728, + "FP": 966, + "IoU": 0.7845331976596286, + "TN": 693066, + "TP": 6168, + "n_pred": 7134, + "n_ref": 6896 + }, + "11": { + "Dice": 0.8425357873210634, + "FN": 286, + "FP": 484, + "IoU": 0.7279151943462897, + "TN": 698098, + "TP": 2060, + "n_pred": 2544, + "n_ref": 2346 + }, + "12": { + "Dice": 0.7907838983050848, + "FN": 1256, + "FP": 324, + "IoU": 0.653964082347788, + "TN": 696362, + "TP": 2986, + "n_pred": 3310, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8518510183413975, + "FN": 2249, + "FP": 4334, + "IoU": 0.7419342192951507, + "TN": 675419, + "TP": 18926, + "n_pred": 23260, + "n_ref": 21175 + }, + "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": 0.9520732927459277, + "FN": 4890, + "FP": 2439, + "IoU": 0.9085304212168487, + "TN": 620803, + "TP": 72796, + "n_pred": 75235, + "n_ref": 77686 + }, + "3": { + "Dice": 0.9634101808798111, + "FN": 1041, + "FP": 462, + "IoU": 0.9294034758102395, + "TN": 679638, + "TP": 19787, + "n_pred": 20249, + "n_ref": 20828 + }, + "4": { + "Dice": 0.157646615123515, + "FN": 4462, + "FP": 5, + "IoU": 0.08556806550665302, + "TN": 696043, + "TP": 418, + "n_pred": 423, + "n_ref": 4880 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733141474262542, + "FN": 109, + "FP": 707, + "IoU": 0.948015544371536, + "TN": 685231, + "TP": 14881, + "n_pred": 15588, + "n_ref": 14990 + }, + "7": { + "Dice": 0.9669363202655051, + "FN": 212, + "FP": 585, + "IoU": 0.9359890771825556, + "TN": 688477, + "TP": 11654, + "n_pred": 12239, + "n_ref": 11866 + }, + "8": { + "Dice": 0.9578526675858218, + "FN": 736, + "FP": 1679, + "IoU": 0.9191144455236628, + "TN": 671071, + "TP": 27442, + "n_pred": 29121, + "n_ref": 28178 + }, + "9": { + "Dice": 0.9716907504197905, + "FN": 757, + "FP": 440, + "IoU": 0.9449402023919043, + "TN": 679188, + "TP": 20543, + "n_pred": 20983, + "n_ref": 21300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443827818499511, + "FN": 1681, + "FP": 3380, + "IoU": 0.8946261633596369, + "TN": 1003363, + "TP": 42968, + "n_pred": 46348, + "n_ref": 44649 + }, + "10": { + "Dice": 0.8973123732251521, + "FN": 287, + "FP": 523, + "IoU": 0.813750287422396, + "TN": 1047043, + "TP": 3539, + "n_pred": 4062, + "n_ref": 3826 + }, + "11": { + "Dice": 0.7743688441073248, + "FN": 1217, + "FP": 776, + "IoU": 0.6318123037132828, + "TN": 1045979, + "TP": 3420, + "n_pred": 4196, + "n_ref": 4637 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 1051331, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "13": { + "Dice": 0.024397682220189083, + "FN": 5801, + "FP": 597, + "IoU": 0.01234949058351343, + "TN": 1044914, + "TP": 80, + "n_pred": 677, + "n_ref": 5881 + }, + "14": { + "Dice": 0.813790961329399, + "FN": 2586, + "FP": 3409, + "IoU": 0.6860434668761456, + "TN": 1032297, + "TP": 13100, + "n_pred": 16509, + "n_ref": 15686 + }, + "15": { + "Dice": 0.5356242648294405, + "FN": 10114, + "FP": 940, + "IoU": 0.3657696941878478, + "TN": 1033963, + "TP": 6375, + "n_pred": 7315, + "n_ref": 16489 + }, + "2": { + "Dice": 0.5441562004633581, + "FN": 59323, + "FP": 491, + "IoU": 0.3737737528136942, + "TN": 955877, + "TP": 35701, + "n_pred": 36192, + "n_ref": 95024 + }, + "3": { + "Dice": 0.00012453300124533, + "FN": 1, + "FP": 48173, + "IoU": 6.227037798119434e-05, + "TN": 1003215, + "TP": 3, + "n_pred": 48176, + "n_ref": 4 + }, + "4": { + "Dice": 0.8638206337387275, + "FN": 5553, + "FP": 1031, + "IoU": 0.760285443821452, + "TN": 1023926, + "TP": 20882, + "n_pred": 21913, + "n_ref": 26435 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9525078667204895, + "FN": 3431, + "FP": 6334, + "IoU": 0.9093222148966004, + "TN": 943703, + "TP": 97924, + "n_pred": 104258, + "n_ref": 101355 + }, + "7": { + "Dice": 0.7778668805132317, + "FN": 1119, + "FP": 1374, + "IoU": 0.636482939632546, + "TN": 1044534, + "TP": 4365, + "n_pred": 5739, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9327999134994864, + "FN": 405, + "FP": 838, + "IoU": 0.8740628166160082, + "TN": 1041522, + "TP": 8627, + "n_pred": 9465, + "n_ref": 9032 + }, + "9": { + "Dice": 0.8691371166256403, + "FN": 1320, + "FP": 2614, + "IoU": 0.768561007177315, + "TN": 1034394, + "TP": 13064, + "n_pred": 15678, + "n_ref": 14384 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497425415667623, + "FN": 361, + "FP": 6032, + "IoU": 0.9042949744756658, + "TN": 1159825, + "TP": 60406, + "n_pred": 66438, + "n_ref": 60767 + }, + "10": { + "Dice": 0.8139825218476904, + "FN": 3530, + "FP": 1238, + "IoU": 0.6863157894736842, + "TN": 1211424, + "TP": 10432, + "n_pred": 11670, + "n_ref": 13962 + }, + "11": { + "Dice": 0.6969609261939218, + "FN": 616, + "FP": 1478, + "IoU": 0.5348733896046202, + "TN": 1222122, + "TP": 2408, + "n_pred": 3886, + "n_ref": 3024 + }, + "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": 0.9155707331250454, + "FN": 2069, + "FP": 4903, + "IoU": 0.8442881072026801, + "TN": 1181849, + "TP": 37803, + "n_pred": 42706, + "n_ref": 39872 + }, + "15": { + "Dice": 0.84869017136104, + "FN": 3630, + "FP": 11734, + "IoU": 0.7371518510914938, + "TN": 1168172, + "TP": 43088, + "n_pred": 54822, + "n_ref": 46718 + }, + "2": { + "Dice": 0.904128466167951, + "FN": 340, + "FP": 6478, + "IoU": 0.8250314368568276, + "TN": 1187657, + "TP": 32149, + "n_pred": 38627, + "n_ref": 32489 + }, + "3": { + "Dice": 0.9668290317603756, + "FN": 538, + "FP": 967, + "IoU": 0.9357880365218876, + "TN": 1203186, + "TP": 21933, + "n_pred": 22900, + "n_ref": 22471 + }, + "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": 0.9614962390729823, + "FN": 384, + "FP": 2457, + "IoU": 0.9258476235220421, + "TN": 1188311, + "TP": 35472, + "n_pred": 37929, + "n_ref": 35856 + }, + "7": { + "Dice": 0.958785132437827, + "FN": 728, + "FP": 800, + "IoU": 0.9208331174550541, + "TN": 1207323, + "TP": 17773, + "n_pred": 18573, + "n_ref": 18501 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8707757296466974, + "FN": 1269, + "FP": 77, + "IoU": 0.7711273592926373, + "TN": 1220743, + "TP": 4535, + "n_pred": 4612, + "n_ref": 5804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8435109555296253, + "FN": 7769, + "FP": 680, + "IoU": 0.729372197309417, + "TN": 844940, + "TP": 22771, + "n_pred": 23451, + "n_ref": 30540 + }, + "11": { + "Dice": 0.7989371124889283, + "FN": 233, + "FP": 448, + "IoU": 0.6651917404129793, + "TN": 874126, + "TP": 1353, + "n_pred": 1801, + "n_ref": 1586 + }, + "12": { + "Dice": 0.7634011090573013, + "FN": 1146, + "FP": 134, + "IoU": 0.617339312406577, + "TN": 872815, + "TP": 2065, + "n_pred": 2199, + "n_ref": 3211 + }, + "13": { + "Dice": 0.9221433905899925, + "FN": 305, + "FP": 529, + "IoU": 0.8555343842023212, + "TN": 870387, + "TP": 4939, + "n_pred": 5468, + "n_ref": 5244 + }, + "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": 0.9557813606495281, + "FN": 2058, + "FP": 627, + "IoU": 0.9153076995867899, + "TN": 844457, + "TP": 29018, + "n_pred": 29645, + "n_ref": 31076 + }, + "3": { + "Dice": 0.9384948667231798, + "FN": 477, + "FP": 176, + "IoU": 0.8841171251109139, + "TN": 870525, + "TP": 4982, + "n_pred": 5158, + "n_ref": 5459 + }, + "4": { + "Dice": 0.0676605504587156, + "FN": 33, + "FP": 1593, + "IoU": 0.035014836795252226, + "TN": 874475, + "TP": 59, + "n_pred": 1652, + "n_ref": 92 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823210651496947, + "FN": 1633, + "FP": 2693, + "IoU": 0.9652563608326908, + "TN": 751648, + "TP": 120186, + "n_pred": 122879, + "n_ref": 121819 + }, + "7": { + "Dice": 0.9594543147208122, + "FN": 5250, + "FP": 2418, + "IoU": 0.9220684188060247, + "TN": 777766, + "TP": 90726, + "n_pred": 93144, + "n_ref": 95976 + }, + "8": { + "Dice": 0.853743876836949, + "FN": 67, + "FP": 142, + "IoU": 0.7448107448107448, + "TN": 875341, + "TP": 610, + "n_pred": 752, + "n_ref": 677 + }, + "9": { + "Dice": 0.9294010597869721, + "FN": 1399, + "FP": 1239, + "IoU": 0.8681131886811319, + "TN": 856158, + "TP": 17364, + "n_pred": 18603, + "n_ref": 18763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787751691163636, + "FN": 2742, + "FP": 1271, + "IoU": 0.9584325992832136, + "TN": 954850, + "TP": 92529, + "n_pred": 93800, + "n_ref": 95271 + }, + "10": { + "Dice": 0.4854368932038835, + "FN": 35, + "FP": 18, + "IoU": 0.32051282051282054, + "TN": 1051314, + "TP": 25, + "n_pred": 43, + "n_ref": 60 + }, + "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": 0.9264518692836431, + "FN": 8638, + "FP": 3207, + "IoU": 0.8629812141402924, + "TN": 964944, + "TP": 74603, + "n_pred": 77810, + "n_ref": 83241 + }, + "15": { + "Dice": 0.9149629810182505, + "FN": 13267, + "FP": 688, + "IoU": 0.8432550825564417, + "TN": 962362, + "TP": 75075, + "n_pred": 75763, + "n_ref": 88342 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.75, + "FN": 2, + "FP": 0, + "IoU": 0.6, + "TN": 1051387, + "TP": 3, + "n_pred": 3, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6793242637165495, + "FN": 1842, + "FP": 303, + "IoU": 0.5143762734887933, + "TN": 1046975, + "TP": 2272, + "n_pred": 2575, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1051313, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "7": { + "Dice": 0.9386194248253795, + "FN": 1348, + "FP": 225, + "IoU": 0.8843382352941176, + "TN": 1037792, + "TP": 12027, + "n_pred": 12252, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9682294739708619, + "FN": 641, + "FP": 759, + "IoU": 0.9384155192891391, + "TN": 1028659, + "TP": 21333, + "n_pred": 22092, + "n_ref": 21974 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6952789699570815, + "FN": 202, + "FP": 11, + "IoU": 0.5328947368421053, + "TN": 1226168, + "TP": 243, + "n_pred": 254, + "n_ref": 445 + }, + "11": { + "Dice": 0.6195037004788855, + "FN": 469, + "FP": 1279, + "IoU": 0.4487543361715547, + "TN": 1223453, + "TP": 1423, + "n_pred": 2702, + "n_ref": 1892 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8956481048198409, + "FN": 122, + "FP": 101, + "IoU": 0.8110169491525424, + "TN": 1225444, + "TP": 957, + "n_pred": 1058, + "n_ref": 1079 + }, + "14": { + "Dice": 0.33291976840363935, + "FN": 6452, + "FP": 0, + "IoU": 0.19970230711982137, + "TN": 1218562, + "TP": 1610, + "n_pred": 1610, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8323228921073313, + "FN": 8941, + "FP": 3007, + "IoU": 0.7128022691216769, + "TN": 1185022, + "TP": 29654, + "n_pred": 32661, + "n_ref": 38595 + }, + "2": { + "Dice": 0.9710938220732495, + "FN": 3643, + "FP": 1997, + "IoU": 0.9438118294031501, + "TN": 1126247, + "TP": 94737, + "n_pred": 96734, + "n_ref": 98380 + }, + "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": 1646, + "IoU": 0.0, + "TN": 1224978, + "TP": 0, + "n_pred": 1646, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555996669284409, + "FN": 3138, + "FP": 8113, + "IoU": 0.9149744946155299, + "TN": 1094299, + "TP": 121074, + "n_pred": 129187, + "n_ref": 124212 + }, + "7": { + "Dice": 0.7448637292883201, + "FN": 12826, + "FP": 9763, + "IoU": 0.5934524773680326, + "TN": 1171061, + "TP": 32974, + "n_pred": 42737, + "n_ref": 45800 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.945804362320221, + "FN": 938, + "FP": 1338, + "IoU": 0.8971810625225877, + "TN": 1204488, + "TP": 19860, + "n_pred": 21198, + "n_ref": 20798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7266263237518911, + "FN": 3032, + "FP": 4196, + "IoU": 0.5706308661043127, + "TN": 1034558, + "TP": 9606, + "n_pred": 13802, + "n_ref": 12638 + }, + "11": { + "Dice": 0.5779816513761468, + "FN": 40, + "FP": 144, + "IoU": 0.4064516129032258, + "TN": 1051082, + "TP": 126, + "n_pred": 270, + "n_ref": 166 + }, + "12": { + "Dice": 0.7173408915228034, + "FN": 336, + "FP": 761, + "IoU": 0.5592607472880675, + "TN": 1048903, + "TP": 1392, + "n_pred": 2153, + "n_ref": 1728 + }, + "13": { + "Dice": 0.8309023698312176, + "FN": 3979, + "FP": 1922, + "IoU": 0.7107211137800873, + "TN": 1030993, + "TP": 14498, + "n_pred": 16420, + "n_ref": 18477 + }, + "14": { + "Dice": 0.9551609054280724, + "FN": 1050, + "FP": 1543, + "IoU": 0.9141703353083314, + "TN": 1021181, + "TP": 27618, + "n_pred": 29161, + "n_ref": 28668 + }, + "15": { + "Dice": 0.921598246549375, + "FN": 1536, + "FP": 3758, + "IoU": 0.8545963910022247, + "TN": 1014983, + "TP": 31115, + "n_pred": 34873, + "n_ref": 32651 + }, + "2": { + "Dice": 0.9511355943206373, + "FN": 1902, + "FP": 3367, + "IoU": 0.9068241701886859, + "TN": 994843, + "TP": 51280, + "n_pred": 54647, + "n_ref": 53182 + }, + "3": { + "Dice": 0.8936170212765957, + "FN": 149, + "FP": 236, + "IoU": 0.8076923076923077, + "TN": 1049390, + "TP": 1617, + "n_pred": 1853, + "n_ref": 1766 + }, + "4": { + "Dice": 0.4113641699929561, + "FN": 1832, + "FP": 675, + "IoU": 0.25894176766183863, + "TN": 1048009, + "TP": 876, + "n_pred": 1551, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9590314612010234, + "FN": 4695, + "FP": 7362, + "IoU": 0.9212876522738253, + "TN": 898214, + "TP": 141121, + "n_pred": 148483, + "n_ref": 145816 + }, + "7": { + "Dice": 0.7816528198838258, + "FN": 9311, + "FP": 124, + "IoU": 0.6415682103103749, + "TN": 1025069, + "TP": 16888, + "n_pred": 17012, + "n_ref": 26199 + }, + "8": { + "Dice": 0.9470363606176324, + "FN": 152, + "FP": 805, + "IoU": 0.8994008199306213, + "TN": 1041879, + "TP": 8556, + "n_pred": 9361, + "n_ref": 8708 + }, + "9": { + "Dice": 0.8382185001903312, + "FN": 75, + "FP": 350, + "IoU": 0.7214941022280472, + "TN": 1049866, + "TP": 1101, + "n_pred": 1451, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9229287090558767, + "FN": 52, + "FP": 28, + "IoU": 0.8568872987477638, + "TN": 875601, + "TP": 479, + "n_pred": 507, + "n_ref": 531 + }, + "10": { + "Dice": 0.9114132757953874, + "FN": 4004, + "FP": 4700, + "IoU": 0.8372445258886666, + "TN": 822681, + "TP": 44775, + "n_pred": 49475, + "n_ref": 48779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8743760399334443, + "FN": 178, + "FP": 426, + "IoU": 0.7767923133776792, + "TN": 873454, + "TP": 2102, + "n_pred": 2528, + "n_ref": 2280 + }, + "13": { + "Dice": 0.8358156340883053, + "FN": 7852, + "FP": 1463, + "IoU": 0.7179409538228615, + "TN": 843135, + "TP": 23710, + "n_pred": 25173, + "n_ref": 31562 + }, + "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": 0.9706322229775662, + "FN": 332, + "FP": 100, + "IoU": 0.9429401664245146, + "TN": 868589, + "TP": 7139, + "n_pred": 7239, + "n_ref": 7471 + }, + "3": { + "Dice": 0.970890443601426, + "FN": 1821, + "FP": 1233, + "IoU": 0.94342768227623, + "TN": 822176, + "TP": 50930, + "n_pred": 52163, + "n_ref": 52751 + }, + "4": { + "Dice": 0.9505959720509659, + "FN": 551, + "FP": 50, + "IoU": 0.9058436471878427, + "TN": 869777, + "TP": 5782, + "n_pred": 5832, + "n_ref": 6333 + }, + "5": { + "Dice": 0.7709683391964451, + "FN": 114, + "FP": 2360, + "IoU": 0.6272973787285326, + "TN": 869522, + "TP": 4164, + "n_pred": 6524, + "n_ref": 4278 + }, + "6": { + "Dice": 0.9636984568682013, + "FN": 769, + "FP": 379, + "IoU": 0.9299401928475528, + "TN": 859774, + "TP": 15238, + "n_pred": 15617, + "n_ref": 16007 + }, + "7": { + "Dice": 0.9302552406104166, + "FN": 6632, + "FP": 2664, + "IoU": 0.8696048589583538, + "TN": 804869, + "TP": 61995, + "n_pred": 64659, + "n_ref": 68627 + }, + "8": { + "Dice": 0.964095668593008, + "FN": 607, + "FP": 1903, + "IoU": 0.9306802176254523, + "TN": 839951, + "TP": 33699, + "n_pred": 35602, + "n_ref": 34306 + }, + "9": { + "Dice": 0.6766398158803222, + "FN": 8, + "FP": 273, + "IoU": 0.5113043478260869, + "TN": 875585, + "TP": 294, + "n_pred": 567, + "n_ref": 302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6681743521002376, + "FN": 2938.98, + "FP": 2566.9400000000005, + "IoU": 0.578663830287281, + "TN": 931567.9577777778, + "TP": 15019.988888888889, + "n_pred": 17586.92888888889, + "n_ref": 17958.96888888889 + }, + "mean": { + "1": { + "Dice": 0.7602205326710301, + "FN": 3436.0, + "FP": 2563.8333333333335, + "IoU": 0.6978485114208987, + "TN": 924182.6333333333, + "TP": 21911.4, + "n_pred": 24475.233333333334, + "n_ref": 25347.4 + }, + "10": { + "Dice": 0.5405130603308402, + "FN": 3479.633333333333, + "FP": 2735.6666666666665, + "IoU": 0.4276452788889989, + "TN": 937575.6666666666, + "TP": 8302.9, + "n_pred": 11038.566666666668, + "n_ref": 11782.533333333333 + }, + "11": { + "Dice": 0.5955763827887319, + "FN": 217.1, + "FP": 206.63333333333333, + "IoU": 0.4595713205294166, + "TN": 951191.4666666667, + "TP": 478.6666666666667, + "n_pred": 685.3, + "n_ref": 695.7666666666667 + }, + "12": { + "Dice": 0.420442794193712, + "FN": 246.46666666666667, + "FP": 250.73333333333332, + "IoU": 0.337322375968587, + "TN": 950897.4666666667, + "TP": 699.2, + "n_pred": 949.9333333333333, + "n_ref": 945.6666666666666 + }, + "13": { + "Dice": 0.5052434892748349, + "FN": 4317.8, + "FP": 2336.866666666667, + "IoU": 0.39459542120708474, + "TN": 939352.6333333333, + "TP": 6086.566666666667, + "n_pred": 8423.433333333332, + "n_ref": 10404.366666666667 + }, + "14": { + "Dice": 0.6919690759169238, + "FN": 5673.166666666667, + "FP": 3729.5666666666666, + "IoU": 0.6077506405071645, + "TN": 930582.8666666667, + "TP": 12108.266666666666, + "n_pred": 15837.833333333334, + "n_ref": 17781.433333333334 + }, + "15": { + "Dice": 0.5879639196322061, + "FN": 3337.0, + "FP": 1970.8, + "IoU": 0.4726439988644844, + "TN": 941654.3666666667, + "TP": 5131.7, + "n_pred": 7102.5, + "n_ref": 8468.7 + }, + "2": { + "Dice": 0.7920900686206871, + "FN": 1288.0666666666666, + "FP": 2004.2666666666667, + "IoU": 0.7489199599956887, + "TN": 924676.9666666667, + "TP": 24124.566666666666, + "n_pred": 26128.833333333332, + "n_ref": 25412.633333333335 + }, + "3": { + "Dice": 0.7290470534616081, + "FN": 1385.6666666666667, + "FP": 1815.7, + "IoU": 0.6813156535620806, + "TN": 929810.7, + "TP": 19081.8, + "n_pred": 20897.5, + "n_ref": 20467.466666666667 + }, + "4": { + "Dice": 0.6227590069563083, + "FN": 2507.8, + "FP": 769.6666666666666, + "IoU": 0.5226228918919259, + "TN": 944778.3333333334, + "TP": 4038.0666666666666, + "n_pred": 4807.733333333334, + "n_ref": 6545.866666666667 + }, + "5": { + "Dice": 0.6223546154879275, + "FN": 810.0, + "FP": 726.9666666666667, + "IoU": 0.4946157269864772, + "TN": 948719.1333333333, + "TP": 1837.7666666666667, + "n_pred": 2564.733333333333, + "n_ref": 2647.766666666667 + }, + "6": { + "Dice": 0.8563174859955955, + "FN": 6768.166666666667, + "FP": 10627.2, + "IoU": 0.789491180868483, + "TN": 863135.7666666667, + "TP": 71562.73333333334, + "n_pred": 82189.93333333333, + "n_ref": 78330.9 + }, + "7": { + "Dice": 0.6993017752978294, + "FN": 7663.4, + "FP": 6147.666666666667, + "IoU": 0.6061332306102114, + "TN": 910112.4333333333, + "TP": 28170.366666666665, + "n_pred": 34318.03333333333, + "n_ref": 35833.76666666667 + }, + "8": { + "Dice": 0.8790302662416949, + "FN": 1272.7333333333333, + "FP": 1369.8333333333333, + "IoU": 0.8125719287317369, + "TN": 936266.8333333334, + "TP": 13184.466666666667, + "n_pred": 14554.3, + "n_ref": 14457.2 + }, + "9": { + "Dice": 0.719785754633635, + "FN": 1681.7, + "FP": 1248.7, + "IoU": 0.6269093342759761, + "TN": 940582.1, + "TP": 8581.366666666667, + "n_pred": 9830.066666666668, + "n_ref": 10263.066666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9261860398452056, + "FN": 622, + "FP": 408, + "IoU": 0.8625200213561132, + "TN": 868668, + "TP": 6462, + "n_pred": 6870, + "n_ref": 7084 + }, + "10": { + "Dice": 0.0, + "FN": 33, + "FP": 1008, + "IoU": 0.0, + "TN": 875119, + "TP": 0, + "n_pred": 1008, + "n_ref": 33 + }, + "11": { + "Dice": 0.535483870967742, + "FN": 1448, + "FP": 856, + "IoU": 0.3656387665198238, + "TN": 872528, + "TP": 1328, + "n_pred": 2184, + "n_ref": 2776 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 270, + "IoU": 0.0, + "TN": 875864, + "TP": 0, + "n_pred": 270, + "n_ref": 26 + }, + "13": { + "Dice": 0.027661909989023053, + "FN": 85, + "FP": 8773, + "IoU": 0.01402493321460374, + "TN": 867176, + "TP": 126, + "n_pred": 8899, + "n_ref": 211 + }, + "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": 0.9450344987983564, + "FN": 4782, + "FP": 10107, + "IoU": 0.8957965902410346, + "TN": 733276, + "TP": 127995, + "n_pred": 138102, + "n_ref": 132777 + }, + "3": { + "Dice": 0.9311128962491504, + "FN": 6648, + "FP": 4500, + "IoU": 0.8711049960110534, + "TN": 789671, + "TP": 75341, + "n_pred": 79841, + "n_ref": 81989 + }, + "4": { + "Dice": 0.7907028346369335, + "FN": 1085, + "FP": 2688, + "IoU": 0.6538532110091743, + "TN": 865260, + "TP": 7127, + "n_pred": 9815, + "n_ref": 8212 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9718502844904331, + "FN": 5157, + "FP": 5752, + "IoU": 0.9452419913463372, + "TN": 676938, + "TP": 188313, + "n_pred": 194065, + "n_ref": 193470 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 876036, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7965235173824131, + "FN": 576, + "FP": 1016, + "IoU": 0.6618521665250637, + "TN": 871452, + "TP": 3116, + "n_pred": 4132, + "n_ref": 3692 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 350, + "FP": 0, + "IoU": 0.0, + "TN": 1051042, + "TP": 0, + "n_pred": 0, + "n_ref": 350 + }, + "10": { + "Dice": 0.7613941018766756, + "FN": 404, + "FP": 664, + "IoU": 0.6147186147186147, + "TN": 1048620, + "TP": 1704, + "n_pred": 2368, + "n_ref": 2108 + }, + "11": { + "Dice": 0.8162033359809373, + "FN": 362, + "FP": 795, + "IoU": 0.6894793344068706, + "TN": 1047666, + "TP": 2569, + "n_pred": 3364, + "n_ref": 2931 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8440366972477065, + "FN": 395, + "FP": 1084, + "IoU": 0.7301587301587301, + "TN": 1045911, + "TP": 4002, + "n_pred": 5086, + "n_ref": 4397 + }, + "14": { + "Dice": 0.8447230309886319, + "FN": 5845, + "FP": 2528, + "IoU": 0.7311865930396815, + "TN": 1020244, + "TP": 22775, + "n_pred": 25303, + "n_ref": 28620 + }, + "15": { + "Dice": 0.796812184539095, + "FN": 9519, + "FP": 1954, + "IoU": 0.6622508757985222, + "TN": 1017423, + "TP": 22496, + "n_pred": 24450, + "n_ref": 32015 + }, + "2": { + "Dice": 0.9657055041048247, + "FN": 976, + "FP": 2416, + "IoU": 0.9336852394916911, + "TN": 1000242, + "TP": 47758, + "n_pred": 50174, + "n_ref": 48734 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1051369, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": 0.06928406466512702, + "FN": 403, + "FP": 0, + "IoU": 0.03588516746411483, + "TN": 1050974, + "TP": 15, + "n_pred": 15, + "n_ref": 418 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9723020365204974, + "FN": 6395, + "FP": 4816, + "IoU": 0.9460970743082434, + "TN": 843407, + "TP": 196774, + "n_pred": 201590, + "n_ref": 203169 + }, + "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": 0.8536812218523595, + "FN": 1712, + "FP": 4266, + "IoU": 0.7447153777170432, + "TN": 1027975, + "TP": 17439, + "n_pred": 21705, + "n_ref": 19151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7385184131949382, + "FN": 765, + "FP": 1074, + "IoU": 0.5854373309287646, + "TN": 696492, + "TP": 2597, + "n_pred": 3671, + "n_ref": 3362 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7053441254838871, + "FN": 5037, + "FP": 824, + "IoU": 0.5448120534327431, + "TN": 688052, + "TP": 7015, + "n_pred": 7839, + "n_ref": 12052 + }, + "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": 0.9567086730911787, + "FN": 1081, + "FP": 671, + "IoU": 0.917010089526787, + "TN": 679817, + "TP": 19359, + "n_pred": 20030, + "n_ref": 20440 + }, + "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": 26, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.961602616516762, + "FN": 1463, + "FP": 885, + "IoU": 0.9260449148004661, + "TN": 669179, + "TP": 29401, + "n_pred": 30286, + "n_ref": 30864 + }, + "7": { + "Dice": 0.5113676110528157, + "FN": 1362, + "FP": 35, + "IoU": 0.34351503759398494, + "TN": 698800, + "TP": 731, + "n_pred": 766, + "n_ref": 2093 + }, + "8": { + "Dice": 0.5604673807205452, + "FN": 420, + "FP": 1837, + "IoU": 0.3893398268398268, + "TN": 697232, + "TP": 1439, + "n_pred": 3276, + "n_ref": 1859 + }, + "9": { + "Dice": 0.9198750456407968, + "FN": 3611, + "FP": 2314, + "IoU": 0.8516376201923077, + "TN": 660992, + "TP": 34011, + "n_pred": 36325, + "n_ref": 37622 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629369709197771, + "FN": 703, + "FP": 142, + "IoU": 0.9285230925393334, + "TN": 1039570, + "TP": 10977, + "n_pred": 11119, + "n_ref": 11680 + }, + "10": { + "Dice": 0.8072072072072072, + "FN": 2466, + "FP": 1600, + "IoU": 0.676737160120846, + "TN": 1038814, + "TP": 8512, + "n_pred": 10112, + "n_ref": 10978 + }, + "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": 0.902698282910875, + "FN": 262, + "FP": 214, + "IoU": 0.8226527570789866, + "TN": 1048708, + "TP": 2208, + "n_pred": 2422, + "n_ref": 2470 + }, + "14": { + "Dice": 0.828659793814433, + "FN": 369, + "FP": 1293, + "IoU": 0.7074458722055976, + "TN": 1045711, + "TP": 4019, + "n_pred": 5312, + "n_ref": 4388 + }, + "15": { + "Dice": 0.7640718562874251, + "FN": 104, + "FP": 93, + "IoU": 0.6182170542635659, + "TN": 1050876, + "TP": 319, + "n_pred": 412, + "n_ref": 423 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.94127694550218, + "FN": 2103, + "FP": 7042, + "IoU": 0.8890681481840899, + "TN": 968954, + "TP": 73293, + "n_pred": 80335, + "n_ref": 75396 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7458120903131829, + "FN": 2405, + "FP": 387, + "IoU": 0.59465737514518, + "TN": 1044504, + "TP": 4096, + "n_pred": 4483, + "n_ref": 6501 + }, + "6": { + "Dice": 0.9235011194958123, + "FN": 2925, + "FP": 765, + "IoU": 0.8578746677964796, + "TN": 1025429, + "TP": 22273, + "n_pred": 23038, + "n_ref": 25198 + }, + "7": { + "Dice": 0.7997922699232028, + "FN": 2030, + "FP": 10692, + "IoU": 0.6663782026066661, + "TN": 1013259, + "TP": 25411, + "n_pred": 36103, + "n_ref": 27441 + }, + "8": { + "Dice": 0.9287474552662595, + "FN": 608, + "FP": 1387, + "IoU": 0.8669733946789357, + "TN": 1036395, + "TP": 13002, + "n_pred": 14389, + "n_ref": 13610 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 1051318, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664355863662623, + "FN": 732, + "FP": 2754, + "IoU": 0.9350511430328098, + "TN": 822487, + "TP": 50187, + "n_pred": 52941, + "n_ref": 50919 + }, + "10": { + "Dice": 0.7993959699872587, + "FN": 2409, + "FP": 1842, + "IoU": 0.6658281581636664, + "TN": 863439, + "TP": 8470, + "n_pred": 10312, + "n_ref": 10879 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7920927062031357, + "FN": 1492, + "FP": 948, + "IoU": 0.6557562076749436, + "TN": 869072, + "TP": 4648, + "n_pred": 5596, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2691, + "IoU": 0.0, + "TN": 873469, + "TP": 0, + "n_pred": 2691, + "n_ref": 0 + }, + "14": { + "Dice": 0.8467525496511004, + "FN": 46, + "FP": 1096, + "IoU": 0.7342331859436816, + "TN": 871863, + "TP": 3155, + "n_pred": 4251, + "n_ref": 3201 + }, + "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": 0.9578923952076779, + "FN": 477, + "FP": 848, + "IoU": 0.9191876067333496, + "TN": 859764, + "TP": 15071, + "n_pred": 15919, + "n_ref": 15548 + }, + "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": 0.8021071675623902, + "FN": 10557, + "FP": 600, + "IoU": 0.6695984363894811, + "TN": 842392, + "TP": 22611, + "n_pred": 23211, + "n_ref": 33168 + }, + "8": { + "Dice": 0.9439625260235948, + "FN": 220, + "FP": 1072, + "IoU": 0.8938721866272383, + "TN": 863986, + "TP": 10882, + "n_pred": 11954, + "n_ref": 11102 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577810823042607, + "FN": 2840, + "FP": 425, + "IoU": 0.9189826302729529, + "TN": 835860, + "TP": 37035, + "n_pred": 37460, + "n_ref": 39875 + }, + "10": { + "Dice": 0.7160619419012094, + "FN": 13401, + "FP": 6695, + "IoU": 0.5577075446782287, + "TN": 830724, + "TP": 25340, + "n_pred": 32035, + "n_ref": 38741 + }, + "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": 0.6737633061991234, + "FN": 204, + "FP": 1359, + "IoU": 0.5080264400377715, + "TN": 872983, + "TP": 1614, + "n_pred": 2973, + "n_ref": 1818 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 875821, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9462907219497985, + "FN": 5947, + "FP": 2903, + "IoU": 0.89805674265375, + "TN": 789347, + "TP": 77963, + "n_pred": 80866, + "n_ref": 83910 + }, + "3": { + "Dice": 0.846929836954986, + "FN": 794, + "FP": 4623, + "IoU": 0.7344998284565996, + "TN": 855757, + "TP": 14986, + "n_pred": 19609, + "n_ref": 15780 + }, + "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": 0.9793877302110013, + "FN": 2471, + "FP": 233, + "IoU": 0.9596080305927343, + "TN": 809216, + "TP": 64240, + "n_pred": 64473, + "n_ref": 66711 + }, + "7": { + "Dice": 0.9207829087318955, + "FN": 5278, + "FP": 2505, + "IoU": 0.8531952618077562, + "TN": 823144, + "TP": 45233, + "n_pred": 47738, + "n_ref": 50511 + }, + "8": { + "Dice": 0.8954810556791004, + "FN": 1576, + "FP": 915, + "IoU": 0.8107430481689712, + "TN": 862998, + "TP": 10671, + "n_pred": 11586, + "n_ref": 12247 + }, + "9": { + "Dice": 0.9189598439183483, + "FN": 1743, + "FP": 1040, + "IoU": 0.8500700355565133, + "TN": 857598, + "TP": 15779, + "n_pred": 16819, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33352, + "IoU": 0.0, + "TN": 1018040, + "TP": 0, + "n_pred": 33352, + "n_ref": 0 + }, + "10": { + "Dice": 0.6640302613480055, + "FN": 10249, + "FP": 11245, + "IoU": 0.49703989703989704, + "TN": 1008657, + "TP": 21241, + "n_pred": 32486, + "n_ref": 31490 + }, + "11": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 1051302, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 2, + "IoU": 0.0, + "TN": 1049387, + "TP": 0, + "n_pred": 2, + "n_ref": 2003 + }, + "13": { + "Dice": 0.47075038284839205, + "FN": 38289, + "FP": 3183, + "IoU": 0.30783096334868815, + "TN": 991476, + "TP": 18444, + "n_pred": 21627, + "n_ref": 56733 + }, + "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": 0.9075075782731178, + "FN": 5297, + "FP": 3338, + "IoU": 0.8306763142929976, + "TN": 1000395, + "TP": 42362, + "n_pred": 45700, + "n_ref": 47659 + }, + "3": { + "Dice": 0.9051170346304364, + "FN": 1552, + "FP": 3588, + "IoU": 0.8266792554626382, + "TN": 1021736, + "TP": 24516, + "n_pred": 28104, + "n_ref": 26068 + }, + "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": 0.9285415741490557, + "FN": 4352, + "FP": 6590, + "IoU": 0.8666146550778345, + "TN": 969359, + "TP": 71091, + "n_pred": 77681, + "n_ref": 75443 + }, + "7": { + "Dice": 0.8013955406134036, + "FN": 47329, + "FP": 15289, + "IoU": 0.6686071742328821, + "TN": 862438, + "TP": 126336, + "n_pred": 141625, + "n_ref": 173665 + }, + "8": { + "Dice": 0.8186612576064909, + "FN": 267, + "FP": 180, + "IoU": 0.6929945054945055, + "TN": 1049936, + "TP": 1009, + "n_pred": 1189, + "n_ref": 1276 + }, + "9": { + "Dice": 0.7299791604644239, + "FN": 1563, + "FP": 2065, + "IoU": 0.5747773089545242, + "TN": 1042860, + "TP": 4904, + "n_pred": 6969, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950380684188569, + "FN": 1045, + "FP": 2761, + "IoU": 0.9054527387902124, + "TN": 835905, + "TP": 36449, + "n_pred": 39210, + "n_ref": 37494 + }, + "10": { + "Dice": 0.26671718128433414, + "FN": 3862, + "FP": 9, + "IoU": 0.15387978142076503, + "TN": 871585, + "TP": 704, + "n_pred": 713, + "n_ref": 4566 + }, + "11": { + "Dice": 0.6719586486985416, + "FN": 743, + "FP": 1034, + "IoU": 0.5059772032249097, + "TN": 872563, + "TP": 1820, + "n_pred": 2854, + "n_ref": 2563 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 876129, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.566234456195109, + "FN": 20456, + "FP": 5671, + "IoU": 0.39492820750347385, + "TN": 832980, + "TP": 17053, + "n_pred": 22724, + "n_ref": 37509 + }, + "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": 0.9525355639325317, + "FN": 946, + "FP": 779, + "IoU": 0.9093727014815594, + "TN": 857126, + "TP": 17309, + "n_pred": 18088, + "n_ref": 18255 + }, + "3": { + "Dice": 0.9560510933102403, + "FN": 255, + "FP": 760, + "IoU": 0.9158025715470759, + "TN": 864105, + "TP": 11040, + "n_pred": 11800, + "n_ref": 11295 + }, + "4": { + "Dice": 0.7376425855513308, + "FN": 353, + "FP": 61, + "IoU": 0.5843373493975904, + "TN": 875164, + "TP": 582, + "n_pred": 643, + "n_ref": 935 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9240629938035971, + "FN": 2737, + "FP": 5817, + "IoU": 0.8588448844884489, + "TN": 815560, + "TP": 52046, + "n_pred": 57863, + "n_ref": 54783 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9245129657306169, + "FN": 1203, + "FP": 1676, + "IoU": 0.8596226047101273, + "TN": 855651, + "TP": 17630, + "n_pred": 19306, + "n_ref": 18833 + }, + "9": { + "Dice": 0.845252280932648, + "FN": 5740, + "FP": 2961, + "IoU": 0.7319800394282898, + "TN": 843696, + "TP": 23763, + "n_pred": 26724, + "n_ref": 29503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6237759052607607, + "FN": 3046, + "FP": 6866, + "IoU": 0.45325169617739536, + "TN": 858031, + "TP": 8217, + "n_pred": 15083, + "n_ref": 11263 + }, + "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": 0.6085888454189792, + "FN": 5273, + "FP": 3331, + "IoU": 0.4373896553978945, + "TN": 860867, + "TP": 6689, + "n_pred": 10020, + "n_ref": 11962 + }, + "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": 0.9441633629736279, + "FN": 1448, + "FP": 4059, + "IoU": 0.8942324312904527, + "TN": 824093, + "TP": 46560, + "n_pred": 50619, + "n_ref": 48008 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 876104, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "4": { + "Dice": 0.8952256376716808, + "FN": 5034, + "FP": 2175, + "IoU": 0.8103244139237509, + "TN": 838153, + "TP": 30798, + "n_pred": 32973, + "n_ref": 35832 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669465052206813, + "FN": 5427, + "FP": 7302, + "IoU": 0.9360081642502363, + "TN": 677244, + "TP": 186187, + "n_pred": 193489, + "n_ref": 191614 + }, + "7": { + "Dice": 0.757094211123723, + "FN": 688, + "FP": 5732, + "IoU": 0.6091324200913242, + "TN": 859735, + "TP": 10005, + "n_pred": 15737, + "n_ref": 10693 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6666666666666666, + "FN": 6, + "FP": 20, + "IoU": 0.5, + "TN": 876108, + "TP": 26, + "n_pred": 46, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9211627517714668, + "FN": 399, + "FP": 1014, + "IoU": 0.8538477451386016, + "TN": 1041724, + "TP": 8255, + "n_pred": 9269, + "n_ref": 8654 + }, + "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": 77, + "IoU": 0.0, + "TN": 1051315, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": 0.8591316764089063, + "FN": 2706, + "FP": 451, + "IoU": 0.7530506883604505, + "TN": 1038608, + "TP": 9627, + "n_pred": 10078, + "n_ref": 12333 + }, + "15": { + "Dice": 0.7940390695850389, + "FN": 4717, + "FP": 3686, + "IoU": 0.6584285191658875, + "TN": 1026791, + "TP": 16198, + "n_pred": 19884, + "n_ref": 20915 + }, + "2": { + "Dice": 0.936858235698686, + "FN": 3076, + "FP": 2157, + "IoU": 0.8812166609919418, + "TN": 1007337, + "TP": 38822, + "n_pred": 40979, + "n_ref": 41898 + }, + "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": 0.6900934579439252, + "FN": 154, + "FP": 675, + "IoU": 0.5268264840182648, + "TN": 1049640, + "TP": 923, + "n_pred": 1598, + "n_ref": 1077 + }, + "6": { + "Dice": 0.9793010825869564, + "FN": 2058, + "FP": 2504, + "IoU": 0.9594416785206259, + "TN": 938912, + "TP": 107918, + "n_pred": 110422, + "n_ref": 109976 + }, + "7": { + "Dice": 0.951047085500867, + "FN": 458, + "FP": 643, + "IoU": 0.9066632756866735, + "TN": 1039596, + "TP": 10695, + "n_pred": 11338, + "n_ref": 11153 + }, + "8": { + "Dice": 0.8751339354048676, + "FN": 1412, + "FP": 5114, + "IoU": 0.7779894539887736, + "TN": 1021997, + "TP": 22869, + "n_pred": 27983, + "n_ref": 24281 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 0.8990220854851115, + "FN": 291, + "FP": 628, + "IoU": 0.8165668662674651, + "TN": 695918, + "TP": 4091, + "n_pred": 4719, + "n_ref": 4382 + }, + "6": { + "Dice": 0.9252052148720424, + "FN": 3783, + "FP": 5511, + "IoU": 0.8608203423334382, + "TN": 634151, + "TP": 57483, + "n_pred": 62994, + "n_ref": 61266 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9261933413557962, + "FN": 375, + "FP": 361, + "IoU": 0.8625326858423609, + "TN": 695574, + "TP": 4618, + "n_pred": 4979, + "n_ref": 4993 + }, + "9": { + "Dice": 0.8649788398558419, + "FN": 4483, + "FP": 4546, + "IoU": 0.7620816864295125, + "TN": 662978, + "TP": 28921, + "n_pred": 33467, + "n_ref": 33404 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 700741, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "10": { + "Dice": 0.0014169323414806943, + "FN": 14, + "FP": 2805, + "IoU": 0.0007089684509039348, + "TN": 698107, + "TP": 2, + "n_pred": 2807, + "n_ref": 16 + }, + "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": 0.7206703910614525, + "FN": 4070, + "FP": 430, + "IoU": 0.5633187772925764, + "TN": 690623, + "TP": 5805, + "n_pred": 6235, + "n_ref": 9875 + }, + "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": 0.8789825793203948, + "FN": 3392, + "FP": 2089, + "IoU": 0.7840935948948239, + "TN": 675542, + "TP": 19905, + "n_pred": 21994, + "n_ref": 23297 + }, + "5": { + "Dice": 0.09025270758122744, + "FN": 965, + "FP": 43, + "IoU": 0.04725897920604915, + "TN": 699870, + "TP": 50, + "n_pred": 93, + "n_ref": 1015 + }, + "6": { + "Dice": 0.9154429669250262, + "FN": 15367, + "FP": 5121, + "IoU": 0.8440708409123774, + "TN": 569535, + "TP": 110905, + "n_pred": 116026, + "n_ref": 126272 + }, + "7": { + "Dice": 0.8883592318653729, + "FN": 3936, + "FP": 9226, + "IoU": 0.7991423644493277, + "TN": 635399, + "TP": 52367, + "n_pred": 61593, + "n_ref": 56303 + }, + "8": { + "Dice": 0.9659663302242737, + "FN": 1191, + "FP": 586, + "IoU": 0.9341729949990739, + "TN": 673933, + "TP": 25218, + "n_pred": 25804, + "n_ref": 26409 + }, + "9": { + "Dice": 0.8653846153846154, + "FN": 1502, + "FP": 654, + "IoU": 0.7627118644067796, + "TN": 691842, + "TP": 6930, + "n_pred": 7584, + "n_ref": 8432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971253744661865, + "FN": 273, + "FP": 178, + "IoU": 0.9441140024783148, + "TN": 868090, + "TP": 7619, + "n_pred": 7797, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8475527413498184, + "FN": 1356, + "FP": 8804, + "IoU": 0.7354373356248209, + "TN": 837757, + "TP": 28243, + "n_pred": 37047, + "n_ref": 29599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14285714285714285, + "FN": 120, + "FP": 0, + "IoU": 0.07692307692307693, + "TN": 876030, + "TP": 10, + "n_pred": 10, + "n_ref": 130 + }, + "13": { + "Dice": 0.1358839050131926, + "FN": 1069, + "FP": 2861, + "IoU": 0.07289455060155697, + "TN": 871921, + "TP": 309, + "n_pred": 3170, + "n_ref": 1378 + }, + "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": 0.984068508644369, + "FN": 1111, + "FP": 368, + "IoU": 0.9686366817227559, + "TN": 829003, + "TP": 45678, + "n_pred": 46046, + "n_ref": 46789 + }, + "3": { + "Dice": 0.9790625, + "FN": 1849, + "FP": 1501, + "IoU": 0.9589837771655954, + "TN": 794485, + "TP": 78325, + "n_pred": 79826, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8465600704122048, + "FN": 308, + "FP": 1784, + "IoU": 0.7339437873585145, + "TN": 868297, + "TP": 5771, + "n_pred": 7555, + "n_ref": 6079 + }, + "6": { + "Dice": 0.970546338193397, + "FN": 2117, + "FP": 695, + "IoU": 0.9427780717105531, + "TN": 827018, + "TP": 46330, + "n_pred": 47025, + "n_ref": 48447 + }, + "7": { + "Dice": 0.7579473345391006, + "FN": 15316, + "FP": 476, + "IoU": 0.6102376780116988, + "TN": 835643, + "TP": 24725, + "n_pred": 25201, + "n_ref": 40041 + }, + "8": { + "Dice": 0.9710317050500877, + "FN": 181, + "FP": 941, + "IoU": 0.9436944848697747, + "TN": 856233, + "TP": 18805, + "n_pred": 19746, + "n_ref": 18986 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7954309449636553, + "FN": 347, + "FP": 441, + "IoU": 0.6603448275862069, + "TN": 1049072, + "TP": 1532, + "n_pred": 1973, + "n_ref": 1879 + }, + "10": { + "Dice": 0.3772068511198946, + "FN": 8676, + "FP": 778, + "IoU": 0.23244296500771292, + "TN": 1039075, + "TP": 2863, + "n_pred": 3641, + "n_ref": 11539 + }, + "11": { + "Dice": 0.5327868852459017, + "FN": 1488, + "FP": 108, + "IoU": 0.36312849162011174, + "TN": 1048886, + "TP": 910, + "n_pred": 1018, + "n_ref": 2398 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 485, + "IoU": 0.0, + "TN": 1050907, + "TP": 0, + "n_pred": 485, + "n_ref": 0 + }, + "13": { + "Dice": 0.8178561587214108, + "FN": 2131, + "FP": 2496, + "IoU": 0.6918414918414918, + "TN": 1036377, + "TP": 10388, + "n_pred": 12884, + "n_ref": 12519 + }, + "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": 0.6182183523107837, + "FN": 196, + "FP": 944, + "IoU": 0.4474066892874455, + "TN": 1049329, + "TP": 923, + "n_pred": 1867, + "n_ref": 1119 + }, + "3": { + "Dice": 0.9369786538856852, + "FN": 1418, + "FP": 4407, + "IoU": 0.8814297636737436, + "TN": 1002265, + "TP": 43302, + "n_pred": 47709, + "n_ref": 44720 + }, + "4": { + "Dice": 0.535031847133758, + "FN": 196, + "FP": 23, + "IoU": 0.3652173913043478, + "TN": 1051047, + "TP": 126, + "n_pred": 149, + "n_ref": 322 + }, + "5": { + "Dice": 0.610675625233296, + "FN": 2771, + "FP": 358, + "IoU": 0.43954862976894143, + "TN": 1045809, + "TP": 2454, + "n_pred": 2812, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9318388964158147, + "FN": 6799, + "FP": 1502, + "IoU": 0.872376735390434, + "TN": 986349, + "TP": 56742, + "n_pred": 58244, + "n_ref": 63541 + }, + "7": { + "Dice": 0.7394533101595828, + "FN": 852, + "FP": 797, + "IoU": 0.5866131862622211, + "TN": 1047403, + "TP": 2340, + "n_pred": 3137, + "n_ref": 3192 + }, + "8": { + "Dice": 0.955786780578621, + "FN": 1068, + "FP": 2803, + "IoU": 0.9153176408820441, + "TN": 1005680, + "TP": 41841, + "n_pred": 44644, + "n_ref": 42909 + }, + "9": { + "Dice": 0.8827248020796408, + "FN": 2580, + "FP": 5360, + "IoU": 0.7900692718523611, + "TN": 1013570, + "TP": 29882, + "n_pred": 35242, + "n_ref": 32462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7091184244181089, + "FN": 26826, + "FP": 468, + "IoU": 0.549328798111058, + "TN": 990829, + "TP": 33269, + "n_pred": 33737, + "n_ref": 60095 + }, + "10": { + "Dice": 0.8708680948749354, + "FN": 10681, + "FP": 6082, + "IoU": 0.7712722410217225, + "TN": 978104, + "TP": 56525, + "n_pred": 62607, + "n_ref": 67206 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8405177024280672, + "FN": 367, + "FP": 1124, + "IoU": 0.7249077490774908, + "TN": 1045972, + "TP": 3929, + "n_pred": 5053, + "n_ref": 4296 + }, + "13": { + "Dice": 0.6923484307720648, + "FN": 7035, + "FP": 6326, + "IoU": 0.5294594118682867, + "TN": 1022997, + "TP": 15034, + "n_pred": 21360, + "n_ref": 22069 + }, + "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": 70, + "IoU": 0.0, + "TN": 1051322, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9359280755661773, + "FN": 396, + "FP": 167, + "IoU": 0.8795721925133689, + "TN": 1046717, + "TP": 4112, + "n_pred": 4279, + "n_ref": 4508 + }, + "4": { + "Dice": 0.9228130360205832, + "FN": 81, + "FP": 144, + "IoU": 0.856687898089172, + "TN": 1049822, + "TP": 1345, + "n_pred": 1489, + "n_ref": 1426 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8766879913973803, + "FN": 585, + "FP": 31065, + "IoU": 0.7804492293178318, + "TN": 907234, + "TP": 112508, + "n_pred": 143573, + "n_ref": 113093 + }, + "7": { + "Dice": 0.9584405222104525, + "FN": 341, + "FP": 2680, + "IoU": 0.9201975908706678, + "TN": 1013536, + "TP": 34835, + "n_pred": 37515, + "n_ref": 35176 + }, + "8": { + "Dice": 0.9771738874914784, + "FN": 542, + "FP": 429, + "IoU": 0.9553665823948517, + "TN": 1029637, + "TP": 20784, + "n_pred": 21213, + "n_ref": 21326 + }, + "9": { + "Dice": 0.9079966707215571, + "FN": 175, + "FP": 1262, + "IoU": 0.8314962476547842, + "TN": 1042864, + "TP": 7091, + "n_pred": 8353, + "n_ref": 7266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4661295135780364, + "FN": 573, + "FP": 6583, + "IoU": 0.30389105058365756, + "TN": 1216344, + "TP": 3124, + "n_pred": 9707, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": 0.8509440211990725, + "FN": 274, + "FP": 626, + "IoU": 0.7405592389737676, + "TN": 1223155, + "TP": 2569, + "n_pred": 3195, + "n_ref": 2843 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3745510518214469, + "FN": 183, + "FP": 1036, + "IoU": 0.23042929292929293, + "TN": 1225040, + "TP": 365, + "n_pred": 1401, + "n_ref": 548 + }, + "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": 0.9801331915608036, + "FN": 256, + "FP": 99, + "IoU": 0.9610403863037752, + "TN": 1217512, + "TP": 8757, + "n_pred": 8856, + "n_ref": 9013 + }, + "3": { + "Dice": 0.9791661142195469, + "FN": 387, + "FP": 1970, + "IoU": 0.9591826132132653, + "TN": 1168879, + "TP": 55388, + "n_pred": 57358, + "n_ref": 55775 + }, + "4": { + "Dice": 0.013211252518554413, + "FN": 37162, + "FP": 1529, + "IoU": 0.0066495507060333765, + "TN": 1187674, + "TP": 259, + "n_pred": 1788, + "n_ref": 37421 + }, + "5": { + "Dice": 0.6948572849947142, + "FN": 3078, + "FP": 1829, + "IoU": 0.5323994663617305, + "TN": 1216130, + "TP": 5587, + "n_pred": 7416, + "n_ref": 8665 + }, + "6": { + "Dice": 0.9046913435346704, + "FN": 17593, + "FP": 1896, + "IoU": 0.8259693175932706, + "TN": 1114638, + "TP": 92497, + "n_pred": 94393, + "n_ref": 110090 + }, + "7": { + "Dice": 0.644944552045661, + "FN": 2416, + "FP": 59729, + "IoU": 0.4759543626198487, + "TN": 1108037, + "TP": 56442, + "n_pred": 116171, + "n_ref": 58858 + }, + "8": { + "Dice": 0.9704779277635899, + "FN": 1240, + "FP": 783, + "IoU": 0.9426489765833191, + "TN": 1191350, + "TP": 33251, + "n_pred": 34034, + "n_ref": 34491 + }, + "9": { + "Dice": 0.9624778218298907, + "FN": 179, + "FP": 1534, + "IoU": 0.9276696364480851, + "TN": 1202941, + "TP": 21970, + "n_pred": 23504, + "n_ref": 22149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7753713978879542, + "FN": 14156, + "FP": 904, + "IoU": 0.6331482022800351, + "TN": 1010340, + "TP": 25992, + "n_pred": 26896, + "n_ref": 40148 + }, + "10": { + "Dice": 0.46325167037861914, + "FN": 58, + "FP": 183, + "IoU": 0.30144927536231886, + "TN": 1051047, + "TP": 104, + "n_pred": 287, + "n_ref": 162 + }, + "11": { + "Dice": 0.509719222462203, + "FN": 272, + "FP": 1317, + "IoU": 0.34202898550724636, + "TN": 1048977, + "TP": 826, + "n_pred": 2143, + "n_ref": 1098 + }, + "12": { + "Dice": 0.6072772898368883, + "FN": 324, + "FP": 928, + "IoU": 0.436036036036036, + "TN": 1049172, + "TP": 968, + "n_pred": 1896, + "n_ref": 1292 + }, + "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": 0.9435837898632224, + "FN": 2169, + "FP": 941, + "IoU": 0.8931932138196305, + "TN": 1022274, + "TP": 26008, + "n_pred": 26949, + "n_ref": 28177 + }, + "3": { + "Dice": 0.9627565738167887, + "FN": 2021, + "FP": 2898, + "IoU": 0.9281876843119508, + "TN": 982894, + "TP": 63579, + "n_pred": 66477, + "n_ref": 65600 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.784189985883916, + "FN": 295, + "FP": 2304, + "IoU": 0.6449938532987297, + "TN": 1044071, + "TP": 4722, + "n_pred": 7026, + "n_ref": 5017 + }, + "6": { + "Dice": 0.932841064313551, + "FN": 4150, + "FP": 11239, + "IoU": 0.8741350825249865, + "TN": 929126, + "TP": 106877, + "n_pred": 118116, + "n_ref": 111027 + }, + "7": { + "Dice": 0.840643197691807, + "FN": 7114, + "FP": 11002, + "IoU": 0.725094462738433, + "TN": 985493, + "TP": 47783, + "n_pred": 58785, + "n_ref": 54897 + }, + "8": { + "Dice": 0.9461838300012574, + "FN": 261, + "FP": 1451, + "IoU": 0.897864216680587, + "TN": 1034630, + "TP": 15050, + "n_pred": 16501, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9514015053205295, + "FN": 576, + "FP": 922, + "IoU": 0.9073077161066766, + "TN": 1035231, + "TP": 14663, + "n_pred": 15585, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742668280420818, + "FN": 1078, + "FP": 1686, + "IoU": 0.9498248225534155, + "TN": 1171537, + "TP": 52323, + "n_pred": 54009, + "n_ref": 53401 + }, + "10": { + "Dice": 0.8702028740490279, + "FN": 2637, + "FP": 3505, + "IoU": 0.770229321761251, + "TN": 1199893, + "TP": 20589, + "n_pred": 24094, + "n_ref": 23226 + }, + "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": 0.8267616900589048, + "FN": 7456, + "FP": 4455, + "IoU": 0.7046835097810725, + "TN": 1186291, + "TP": 28422, + "n_pred": 32877, + "n_ref": 35878 + }, + "14": { + "Dice": 0.9078038975793061, + "FN": 401, + "FP": 3819, + "IoU": 0.8311729876780285, + "TN": 1201628, + "TP": 20776, + "n_pred": 24595, + "n_ref": 21177 + }, + "15": { + "Dice": 0.727854967519312, + "FN": 2190, + "FP": 18631, + "IoU": 0.5721477889199408, + "TN": 1177960, + "TP": 27843, + "n_pred": 46474, + "n_ref": 30033 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9430230058052032, + "FN": 190, + "FP": 75, + "IoU": 0.8921887713588283, + "TN": 1224166, + "TP": 2193, + "n_pred": 2268, + "n_ref": 2383 + }, + "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": 0.564983164983165, + "FN": 538, + "FP": 754, + "IoU": 0.3937118723603942, + "TN": 1224493, + "TP": 839, + "n_pred": 1593, + "n_ref": 1377 + }, + "8": { + "Dice": 0.9434438156831043, + "FN": 199, + "FP": 1550, + "IoU": 0.8929424006855604, + "TN": 1210287, + "TP": 14588, + "n_pred": 16138, + "n_ref": 14787 + }, + "9": { + "Dice": 0.7464083789044397, + "FN": 4115, + "FP": 1357, + "IoU": 0.5954158964879852, + "TN": 1213099, + "TP": 8053, + "n_pred": 9410, + "n_ref": 12168 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9171350861287398, + "FN": 317, + "FP": 140, + "IoU": 0.8469524447421299, + "TN": 1048406, + "TP": 2529, + "n_pred": 2669, + "n_ref": 2846 + }, + "10": { + "Dice": 0.3105118222391036, + "FN": 16825, + "FP": 4958, + "IoU": 0.1837904676258993, + "TN": 1024704, + "TP": 4905, + "n_pred": 9863, + "n_ref": 21730 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 1051357, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "13": { + "Dice": 0.6749099204189024, + "FN": 8948, + "FP": 3593, + "IoU": 0.5093313509918228, + "TN": 1025833, + "TP": 13018, + "n_pred": 16611, + "n_ref": 21966 + }, + "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": 0.9716833840658662, + "FN": 1463, + "FP": 1058, + "IoU": 0.9449262697979246, + "TN": 1005617, + "TP": 43254, + "n_pred": 44312, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 1051138, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "4": { + "Dice": 0.8432763624637214, + "FN": 808, + "FP": 164, + "IoU": 0.7290214664064678, + "TN": 1047805, + "TP": 2615, + "n_pred": 2779, + "n_ref": 3423 + }, + "5": { + "Dice": 0.7243372167691038, + "FN": 96, + "FP": 5914, + "IoU": 0.5678124550553718, + "TN": 1037486, + "TP": 7896, + "n_pred": 13810, + "n_ref": 7992 + }, + "6": { + "Dice": 0.928515582384814, + "FN": 7390, + "FP": 8336, + "IoU": 0.8665693752704503, + "TN": 933533, + "TP": 102133, + "n_pred": 110469, + "n_ref": 109523 + }, + "7": { + "Dice": 0.7976102884027483, + "FN": 72523, + "FP": 5597, + "IoU": 0.6633542192765477, + "TN": 819338, + "TP": 153934, + "n_pred": 159531, + "n_ref": 226457 + }, + "8": { + "Dice": 0.9412729658792651, + "FN": 608, + "FP": 466, + "IoU": 0.8890610474124574, + "TN": 1041711, + "TP": 8607, + "n_pred": 9073, + "n_ref": 9215 + }, + "9": { + "Dice": 0.6582571461636385, + "FN": 2599, + "FP": 354, + "IoU": 0.4905985854752458, + "TN": 1045595, + "TP": 2844, + "n_pred": 3198, + "n_ref": 5443 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9242426597447814, + "FN": 1206, + "FP": 8542, + "IoU": 0.8591553365794454, + "TN": 982181, + "TP": 59463, + "n_pred": 68005, + "n_ref": 60669 + }, + "10": { + "Dice": 0.22365026502181154, + "FN": 13106, + "FP": 3445, + "IoU": 0.12590440982307896, + "TN": 1032457, + "TP": 2384, + "n_pred": 5829, + "n_ref": 15490 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6458152331306111, + "FN": 714, + "FP": 509, + "IoU": 0.4769033361847733, + "TN": 1049054, + "TP": 1115, + "n_pred": 1624, + "n_ref": 1829 + }, + "13": { + "Dice": 0.4198958935801041, + "FN": 683, + "FP": 4332, + "IoU": 0.2657393850658858, + "TN": 1044562, + "TP": 1815, + "n_pred": 6147, + "n_ref": 2498 + }, + "14": { + "Dice": 0.912666834550491, + "FN": 5795, + "FP": 1141, + "IoU": 0.8393626383806568, + "TN": 1008214, + "TP": 36242, + "n_pred": 37383, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7556776077764701, + "FN": 1624, + "FP": 3981, + "IoU": 0.6073004974427241, + "TN": 1037119, + "TP": 8668, + "n_pred": 12649, + "n_ref": 10292 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "3": { + "Dice": 0.9075887800652942, + "FN": 802, + "FP": 585, + "IoU": 0.8308123932666504, + "TN": 1043194, + "TP": 6811, + "n_pred": 7396, + "n_ref": 7613 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5189467772308303, + "FN": 10395, + "FP": 4166, + "IoU": 0.3503903635958064, + "TN": 1028977, + "TP": 7854, + "n_pred": 12020, + "n_ref": 18249 + }, + "6": { + "Dice": 0.9496667817498927, + "FN": 745, + "FP": 4066, + "IoU": 0.904157618981214, + "TN": 1001195, + "TP": 45386, + "n_pred": 49452, + "n_ref": 46131 + }, + "7": { + "Dice": 0.5655180151751027, + "FN": 25140, + "FP": 5839, + "IoU": 0.3942315213140399, + "TN": 1000252, + "TP": 20161, + "n_pred": 26000, + "n_ref": 45301 + }, + "8": { + "Dice": 0.681029263370333, + "FN": 22181, + "FP": 3107, + "IoU": 0.5163338688700176, + "TN": 999108, + "TP": 26996, + "n_pred": 30103, + "n_ref": 49177 + }, + "9": { + "Dice": 0.5379061371841155, + "FN": 143, + "FP": 113, + "IoU": 0.36790123456790125, + "TN": 1050987, + "TP": 149, + "n_pred": 262, + "n_ref": 292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9129207989942729, + "FN": 491, + "FP": 2626, + "IoU": 0.8397923519736842, + "TN": 1031936, + "TP": 16339, + "n_pred": 18965, + "n_ref": 16830 + }, + "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": 0.827179227786208, + "FN": 612, + "FP": 413, + "IoU": 0.7052903967797585, + "TN": 1047914, + "TP": 2453, + "n_pred": 2866, + "n_ref": 3065 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.8229292754625627, + "FN": 968, + "FP": 5176, + "IoU": 0.6991332451887763, + "TN": 1030971, + "TP": 14277, + "n_pred": 19453, + "n_ref": 15245 + }, + "15": { + "Dice": 0.8963112910481331, + "FN": 1496, + "FP": 3114, + "IoU": 0.8121051558997351, + "TN": 1026857, + "TP": 19925, + "n_pred": 23039, + "n_ref": 21421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9720351199056481, + "FN": 346, + "FP": 721, + "IoU": 0.945591759726684, + "TN": 1031781, + "TP": 18544, + "n_pred": 19265, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8248043347381095, + "FN": 96, + "FP": 1068, + "IoU": 0.701844262295082, + "TN": 1047488, + "TP": 2740, + "n_pred": 3808, + "n_ref": 2836 + }, + "6": { + "Dice": 0.9444310801058455, + "FN": 2570, + "FP": 1126, + "IoU": 0.8947128532360985, + "TN": 1016288, + "TP": 31408, + "n_pred": 32534, + "n_ref": 33978 + }, + "7": { + "Dice": 0.9463352857369004, + "FN": 952, + "FP": 2438, + "IoU": 0.8981370192307693, + "TN": 1018112, + "TP": 29890, + "n_pred": 32328, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9382389417114511, + "FN": 2998, + "FP": 3725, + "IoU": 0.8836629808441053, + "TN": 993603, + "TP": 51066, + "n_pred": 54791, + "n_ref": 54064 + }, + "9": { + "Dice": 0.837454936436658, + "FN": 1554, + "FP": 3586, + "IoU": 0.7203634187476198, + "TN": 1033011, + "TP": 13241, + "n_pred": 16827, + "n_ref": 14795 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792277568625967, + "FN": 1236, + "FP": 960, + "IoU": 0.9593009248104972, + "TN": 997435, + "TP": 51761, + "n_pred": 52721, + "n_ref": 52997 + }, + "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": 0.702276781251151, + "FN": 111924, + "FP": 1240, + "IoU": 0.5411606813417615, + "TN": 804761, + "TP": 133467, + "n_pred": 134707, + "n_ref": 245391 + }, + "15": { + "Dice": 0.5538814142014346, + "FN": 19785, + "FP": 1237, + "IoU": 0.3830124442357361, + "TN": 1017320, + "TP": 13050, + "n_pred": 14287, + "n_ref": 32835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9757856316211163, + "FN": 1670, + "FP": 1050, + "IoU": 0.952716210343329, + "TN": 993867, + "TP": 54805, + "n_pred": 55855, + "n_ref": 56475 + }, + "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": 67849, + "IoU": 0.0, + "TN": 983543, + "TP": 0, + "n_pred": 67849, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13095, + "IoU": 0.0, + "TN": 1038297, + "TP": 0, + "n_pred": 13095, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660527536318616, + "FN": 1499, + "FP": 3039, + "IoU": 0.9343346645829715, + "TN": 631820, + "TP": 64570, + "n_pred": 67609, + "n_ref": 66069 + }, + "10": { + "Dice": 0.6780781949037152, + "FN": 1515, + "FP": 140, + "IoU": 0.512948793407887, + "TN": 697530, + "TP": 1743, + "n_pred": 1883, + "n_ref": 3258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8035931051226026, + "FN": 319, + "FP": 2108, + "IoU": 0.671672077922078, + "TN": 693536, + "TP": 4965, + "n_pred": 7073, + "n_ref": 5284 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 447, + "IoU": 0.0, + "TN": 700481, + "TP": 0, + "n_pred": 447, + "n_ref": 0 + }, + "14": { + "Dice": 0.9461570768584628, + "FN": 287, + "FP": 995, + "IoU": 0.8978160369838992, + "TN": 688382, + "TP": 11264, + "n_pred": 12259, + "n_ref": 11551 + }, + "15": { + "Dice": 0.9554226524446636, + "FN": 1364, + "FP": 1528, + "IoU": 0.9146499822925275, + "TN": 667044, + "TP": 30992, + "n_pred": 32520, + "n_ref": 32356 + }, + "2": { + "Dice": 0.9456037439497388, + "FN": 439, + "FP": 4652, + "IoU": 0.8968200887699884, + "TN": 651587, + "TP": 44250, + "n_pred": 48902, + "n_ref": 44689 + }, + "3": { + "Dice": 0.9561077895214077, + "FN": 264, + "FP": 1285, + "IoU": 0.9159066232356134, + "TN": 682508, + "TP": 16871, + "n_pred": 18156, + "n_ref": 17135 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.38920454545454547, + "FN": 429, + "FP": 1, + "IoU": 0.24162257495590828, + "TN": 700361, + "TP": 137, + "n_pred": 138, + "n_ref": 566 + }, + "6": { + "Dice": 0.4217032967032967, + "FN": 615, + "FP": 227, + "IoU": 0.26718885987815494, + "TN": 699779, + "TP": 307, + "n_pred": 534, + "n_ref": 922 + }, + "7": { + "Dice": 0.9387968779744907, + "FN": 661, + "FP": 1911, + "IoU": 0.8846533321374114, + "TN": 678630, + "TP": 19726, + "n_pred": 21637, + "n_ref": 20387 + }, + "8": { + "Dice": 0.9618983355825461, + "FN": 596, + "FP": 1098, + "IoU": 0.9265935780214066, + "TN": 677851, + "TP": 21383, + "n_pred": 22481, + "n_ref": 21979 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726491117701687, + "FN": 4379, + "FP": 186, + "IoU": 0.9467545343208724, + "TN": 1140889, + "TP": 81170, + "n_pred": 81356, + "n_ref": 85549 + }, + "10": { + "Dice": 0.504144814752157, + "FN": 9362, + "FP": 8224, + "IoU": 0.33702782175978285, + "TN": 1200098, + "TP": 8940, + "n_pred": 17164, + "n_ref": 18302 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3719979560551865, + "FN": 885, + "FP": 344, + "IoU": 0.22849968612680477, + "TN": 1225031, + "TP": 364, + "n_pred": 708, + "n_ref": 1249 + }, + "13": { + "Dice": 0.6825960136120564, + "FN": 6009, + "FP": 7049, + "IoU": 0.5181372006347098, + "TN": 1199525, + "TP": 14041, + "n_pred": 21090, + "n_ref": 20050 + }, + "14": { + "Dice": 0.7977012725098606, + "FN": 11963, + "FP": 10707, + "IoU": 0.6634800938158715, + "TN": 1159258, + "TP": 44696, + "n_pred": 55403, + "n_ref": 56659 + }, + "15": { + "Dice": 0.33533495415800113, + "FN": 10164, + "FP": 12527, + "IoU": 0.20144289987682562, + "TN": 1198209, + "TP": 5724, + "n_pred": 18251, + "n_ref": 15888 + }, + "2": { + "Dice": 0.9112037026857664, + "FN": 7210, + "FP": 867, + "IoU": 0.8368908903653143, + "TN": 1177105, + "TP": 41442, + "n_pred": 42309, + "n_ref": 48652 + }, + "3": { + "Dice": 0.39185072353389183, + "FN": 120, + "FP": 6268, + "IoU": 0.24366564053990056, + "TN": 1218178, + "TP": 2058, + "n_pred": 8326, + "n_ref": 2178 + }, + "4": { + "Dice": 0.8232814026428094, + "FN": 6266, + "FP": 608, + "IoU": 0.6996417023507822, + "TN": 1203738, + "TP": 16012, + "n_pred": 16620, + "n_ref": 22278 + }, + "5": { + "Dice": 0.7619883040935672, + "FN": 1375, + "FP": 253, + "IoU": 0.6154936230514879, + "TN": 1222390, + "TP": 2606, + "n_pred": 2859, + "n_ref": 3981 + }, + "6": { + "Dice": 0.6934552840096742, + "FN": 91291, + "FP": 475, + "IoU": 0.5307551096588788, + "TN": 1031063, + "TP": 103795, + "n_pred": 104270, + "n_ref": 195086 + }, + "7": { + "Dice": 0.10614466659688056, + "FN": 10038, + "FP": 7040, + "IoU": 0.056046871545434446, + "TN": 1208532, + "TP": 1014, + "n_pred": 8054, + "n_ref": 11052 + }, + "8": { + "Dice": 0.28699233172394206, + "FN": 309, + "FP": 9733, + "IoU": 0.1675370969079002, + "TN": 1214561, + "TP": 2021, + "n_pred": 11754, + "n_ref": 2330 + }, + "9": { + "Dice": 0.05627728963398199, + "FN": 16169, + "FP": 1338, + "IoU": 0.02895335293138832, + "TN": 1208595, + "TP": 522, + "n_pred": 1860, + "n_ref": 16691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780898667952952, + "FN": 2241, + "FP": 121, + "IoU": 0.9571192563948949, + "TN": 996309, + "TP": 52721, + "n_pred": 52842, + "n_ref": 54962 + }, + "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": 0.74875, + "FN": 54, + "FP": 348, + "IoU": 0.5984015984015985, + "TN": 1050391, + "TP": 599, + "n_pred": 947, + "n_ref": 653 + }, + "14": { + "Dice": 0.9361075308414657, + "FN": 158, + "FP": 536, + "IoU": 0.879889235029422, + "TN": 1045614, + "TP": 5084, + "n_pred": 5620, + "n_ref": 5242 + }, + "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": 306, + "IoU": 0.0, + "TN": 1051086, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "4": { + "Dice": 0.8559274755927475, + "FN": 1705, + "FP": 361, + "IoU": 0.748140924052176, + "TN": 1043189, + "TP": 6137, + "n_pred": 6498, + "n_ref": 7842 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725012930903337, + "FN": 4550, + "FP": 4488, + "IoU": 0.9464744690679522, + "TN": 882538, + "TP": 159816, + "n_pred": 164304, + "n_ref": 164366 + }, + "7": { + "Dice": 0.8576439283986453, + "FN": 5832, + "FP": 1230, + "IoU": 0.7507676019057703, + "TN": 1023057, + "TP": 21273, + "n_pred": 22503, + "n_ref": 27105 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583324434572753, + "FN": 381, + "FP": 3521, + "IoU": 0.919998359781851, + "TN": 827386, + "TP": 44872, + "n_pred": 48393, + "n_ref": 45253 + }, + "10": { + "Dice": 0.8350469985408395, + "FN": 1528, + "FP": 3333, + "IoU": 0.7168074570346635, + "TN": 858995, + "TP": 12304, + "n_pred": 15637, + "n_ref": 13832 + }, + "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": 3375, + "FP": 0, + "IoU": 0.0, + "TN": 872785, + "TP": 0, + "n_pred": 0, + "n_ref": 3375 + }, + "14": { + "Dice": 0.9431438910423815, + "FN": 2662, + "FP": 2193, + "IoU": 0.8924052035547282, + "TN": 831037, + "TP": 40268, + "n_pred": 42461, + "n_ref": 42930 + }, + "15": { + "Dice": 0.629607250755287, + "FN": 195, + "FP": 5935, + "IoU": 0.45943562610229277, + "TN": 864820, + "TP": 5210, + "n_pred": 11145, + "n_ref": 5405 + }, + "2": { + "Dice": 0.9689268433663053, + "FN": 1316, + "FP": 2017, + "IoU": 0.9397265723895982, + "TN": 820862, + "TP": 51965, + "n_pred": 53982, + "n_ref": 53281 + }, + "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": 0.9314716981132075, + "FN": 216, + "FP": 692, + "IoU": 0.8717332956632293, + "TN": 869081, + "TP": 6171, + "n_pred": 6863, + "n_ref": 6387 + }, + "7": { + "Dice": 0.9681582175323039, + "FN": 3065, + "FP": 725, + "IoU": 0.9382816571130798, + "TN": 814752, + "TP": 57618, + "n_pred": 58343, + "n_ref": 60683 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.45563852676876343, + "FN": 16, + "FP": 4285, + "IoU": 0.29503360104900833, + "TN": 870059, + "TP": 1800, + "n_pred": 6085, + "n_ref": 1816 + }, + "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": 0.456814942066596, + "FN": 9815, + "FP": 5046, + "IoU": 0.2960208432022738, + "TN": 855050, + "TP": 6249, + "n_pred": 11295, + "n_ref": 16064 + }, + "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": 0.8412282789811949, + "FN": 1, + "FP": 666, + "IoU": 0.7259654889071487, + "TN": 873726, + "TP": 1767, + "n_pred": 2433, + "n_ref": 1768 + }, + "5": { + "Dice": 0.7545747461851784, + "FN": 1642, + "FP": 2395, + "IoU": 0.6058771844186274, + "TN": 865917, + "TP": 6206, + "n_pred": 8601, + "n_ref": 7848 + }, + "6": { + "Dice": 0.7740877408774087, + "FN": 582, + "FP": 1071, + "IoU": 0.631438127090301, + "TN": 871675, + "TP": 2832, + "n_pred": 3903, + "n_ref": 3414 + }, + "7": { + "Dice": 0.8722501807072814, + "FN": 6036, + "FP": 3331, + "IoU": 0.7734429798040876, + "TN": 834815, + "TP": 31978, + "n_pred": 35309, + "n_ref": 38014 + }, + "8": { + "Dice": 0.9606455417940056, + "FN": 202, + "FP": 1266, + "IoU": 0.9242713438225432, + "TN": 856775, + "TP": 17917, + "n_pred": 19183, + "n_ref": 18119 + }, + "9": { + "Dice": 0.9294797687861271, + "FN": 1083, + "FP": 1601, + "IoU": 0.8682505399568035, + "TN": 855788, + "TP": 17688, + "n_pred": 19289, + "n_ref": 18771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30322637311160555, + "FN": 41370, + "FP": 6228, + "IoU": 0.17870761797946683, + "TN": 642973, + "TP": 10357, + "n_pred": 16585, + "n_ref": 51727 + }, + "10": { + "Dice": 0.12324324324324325, + "FN": 0, + "FP": 1622, + "IoU": 0.06566820276497695, + "TN": 699192, + "TP": 114, + "n_pred": 1736, + "n_ref": 114 + }, + "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": 0.5733183013904547, + "FN": 5570, + "FP": 107, + "IoU": 0.40185438836792753, + "TN": 691437, + "TP": 3814, + "n_pred": 3921, + "n_ref": 9384 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "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": 20353, + "IoU": 0.0, + "TN": 680575, + "TP": 0, + "n_pred": 20353, + "n_ref": 0 + }, + "3": { + "Dice": 0.32468145351580935, + "FN": 20020, + "FP": 11462, + "IoU": 0.19380281690140846, + "TN": 661878, + "TP": 7568, + "n_pred": 19030, + "n_ref": 27588 + }, + "4": { + "Dice": 0.5482007739848669, + "FN": 15234, + "FP": 410, + "IoU": 0.37760095484384326, + "TN": 675793, + "TP": 9491, + "n_pred": 9901, + "n_ref": 24725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6091119610751178, + "FN": 8459, + "FP": 96702, + "IoU": 0.4379302604010775, + "TN": 513832, + "TP": 81935, + "n_pred": 178637, + "n_ref": 90394 + }, + "7": { + "Dice": 0.011697321716682802, + "FN": 4296, + "FP": 20206, + "IoU": 0.005883068933338743, + "TN": 676281, + "TP": 145, + "n_pred": 20351, + "n_ref": 4441 + }, + "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": 44, + "IoU": 0.0, + "TN": 700884, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8519216277317258, + "FN": 164, + "FP": 1408, + "IoU": 0.7420413521496554, + "TN": 870066, + "TP": 4522, + "n_pred": 5930, + "n_ref": 4686 + }, + "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": 0.8110180984894543, + "FN": 1437, + "FP": 2604, + "IoU": 0.6821113908118314, + "TN": 863448, + "TP": 8671, + "n_pred": 11275, + "n_ref": 10108 + }, + "14": { + "Dice": 0.018509375492410315, + "FN": 25829, + "FP": 67604, + "IoU": 0.009341137052823547, + "TN": 781846, + "TP": 881, + "n_pred": 68485, + "n_ref": 26710 + }, + "15": { + "Dice": 0.08915688216155043, + "FN": 48571, + "FP": 2939, + "IoU": 0.0466583998075179, + "TN": 822129, + "TP": 2521, + "n_pred": 5460, + "n_ref": 51092 + }, + "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": 0.8819333463262522, + "FN": 3113, + "FP": 2945, + "IoU": 0.7888021196485846, + "TN": 847476, + "TP": 22626, + "n_pred": 25571, + "n_ref": 25739 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7208541252518695, + "FN": 999, + "FP": 40285, + "IoU": 0.5635433295626341, + "TN": 781571, + "TP": 53305, + "n_pred": 93590, + "n_ref": 54304 + }, + "7": { + "Dice": 0.9174690508940853, + "FN": 1776, + "FP": 1704, + "IoU": 0.8475222363405337, + "TN": 853337, + "TP": 19343, + "n_pred": 21047, + "n_ref": 21119 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7171824973319103, + "FN": 16, + "FP": 249, + "IoU": 0.5590682196339434, + "TN": 875559, + "TP": 336, + "n_pred": 585, + "n_ref": 352 + }, + "10": { + "Dice": 0.9209962217595805, + "FN": 2581, + "FP": 2542, + "IoU": 0.8535616281728791, + "TN": 841176, + "TP": 29861, + "n_pred": 32403, + "n_ref": 32442 + }, + "11": { + "Dice": 0.7045730473492513, + "FN": 1071, + "FP": 389, + "IoU": 0.5438925335832552, + "TN": 872959, + "TP": 1741, + "n_pred": 2130, + "n_ref": 2812 + }, + "12": { + "Dice": 0.8548687552921254, + "FN": 497, + "FP": 360, + "IoU": 0.7465246968352558, + "TN": 872779, + "TP": 2524, + "n_pred": 2884, + "n_ref": 3021 + }, + "13": { + "Dice": 0.9071214071214071, + "FN": 1698, + "FP": 1766, + "IoU": 0.8300294406280667, + "TN": 855780, + "TP": 16916, + "n_pred": 18682, + "n_ref": 18614 + }, + "14": { + "Dice": 0.704942228219617, + "FN": 1242, + "FP": 12752, + "IoU": 0.5443326495392531, + "TN": 845449, + "TP": 16717, + "n_pred": 29469, + "n_ref": 17959 + }, + "15": { + "Dice": 0.34536082474226804, + "FN": 381, + "FP": 3429, + "IoU": 0.2087227414330218, + "TN": 871345, + "TP": 1005, + "n_pred": 4434, + "n_ref": 1386 + }, + "2": { + "Dice": 0.9635757171447632, + "FN": 929, + "FP": 2347, + "IoU": 0.9297116374871267, + "TN": 829552, + "TP": 43332, + "n_pred": 45679, + "n_ref": 44261 + }, + "3": { + "Dice": 0.9647376063057457, + "FN": 258, + "FP": 82, + "IoU": 0.9318773792827089, + "TN": 871169, + "TP": 4651, + "n_pred": 4733, + "n_ref": 4909 + }, + "4": { + "Dice": 0.32740263379097784, + "FN": 401, + "FP": 9201, + "IoU": 0.19574503727280343, + "TN": 864221, + "TP": 2337, + "n_pred": 11538, + "n_ref": 2738 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9663410058685349, + "FN": 2249, + "FP": 1806, + "IoU": 0.9348740845432353, + "TN": 813896, + "TP": 58209, + "n_pred": 60015, + "n_ref": 60458 + }, + "7": { + "Dice": 0.961165991902834, + "FN": 1368, + "FP": 1030, + "IoU": 0.9252353931533329, + "TN": 844086, + "TP": 29676, + "n_pred": 30706, + "n_ref": 31044 + }, + "8": { + "Dice": 0.9653642826760649, + "FN": 525, + "FP": 615, + "IoU": 0.9330475127738298, + "TN": 859133, + "TP": 15887, + "n_pred": 16502, + "n_ref": 16412 + }, + "9": { + "Dice": 0.9036009527812806, + "FN": 342, + "FP": 1034, + "IoU": 0.8241533546325879, + "TN": 868335, + "TP": 6449, + "n_pred": 7483, + "n_ref": 6791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6516648329440253, + "FN": 2620.302222222222, + "FP": 2548.1711111111113, + "IoU": 0.5668568262203304, + "TN": 920254.4, + "TP": 14988.859999999997, + "n_pred": 17537.03111111111, + "n_ref": 17609.162222222225 + }, + "mean": { + "1": { + "Dice": 0.7443197519914204, + "FN": 3050.5333333333333, + "FP": 1821.2666666666667, + "IoU": 0.6865928516980033, + "TN": 920019.2666666667, + "TP": 15520.666666666666, + "n_pred": 17341.933333333334, + "n_ref": 18571.2 + }, + "10": { + "Dice": 0.575643256182827, + "FN": 2729.6, + "FP": 2067.9333333333334, + "IoU": 0.47395199418852585, + "TN": 927199.8, + "TP": 8414.4, + "n_pred": 10482.333333333334, + "n_ref": 11144.0 + }, + "11": { + "Dice": 0.5952036792248128, + "FN": 158.23333333333332, + "FP": 265.3333333333333, + "IoU": 0.47291355676643004, + "TN": 939303.7, + "TP": 684.4666666666667, + "n_pred": 949.8, + "n_ref": 842.7 + }, + "12": { + "Dice": 0.5175672440814449, + "FN": 241.23333333333332, + "FP": 406.73333333333335, + "IoU": 0.41610586276937267, + "TN": 939155.9, + "TP": 607.8666666666667, + "n_pred": 1014.6, + "n_ref": 849.1 + }, + "13": { + "Dice": 0.5599943063392546, + "FN": 4373.1, + "FP": 3439.266666666667, + "IoU": 0.44327698968298296, + "TN": 924728.2, + "TP": 7871.166666666667, + "n_pred": 11310.433333333332, + "n_ref": 12244.266666666666 + }, + "14": { + "Dice": 0.62688335572063, + "FN": 3917.0666666666666, + "FP": 3807.133333333333, + "IoU": 0.549857029802287, + "TN": 913433.9, + "TP": 19253.633333333335, + "n_pred": 23060.766666666666, + "n_ref": 23170.7 + }, + "15": { + "Dice": 0.5810959661664057, + "FN": 3604.8333333333335, + "FP": 3036.366666666667, + "IoU": 0.46165196018027366, + "TN": 926510.0, + "TP": 7260.533333333334, + "n_pred": 10296.9, + "n_ref": 10865.366666666667 + }, + "2": { + "Dice": 0.6825685182759024, + "FN": 1343.3666666666666, + "FP": 1909.7333333333333, + "IoU": 0.6167764625224369, + "TN": 927320.8, + "TP": 9837.833333333334, + "n_pred": 11747.566666666668, + "n_ref": 11181.2 + }, + "3": { + "Dice": 0.7435440748409117, + "FN": 6899.533333333334, + "FP": 1431.6333333333334, + "IoU": 0.696562077134727, + "TN": 919102.8333333334, + "TP": 12977.733333333334, + "n_pred": 14409.366666666667, + "n_ref": 19877.266666666666 + }, + "4": { + "Dice": 0.49020340959304576, + "FN": 790.7666666666667, + "FP": 1484.2666666666667, + "IoU": 0.42014334195832265, + "TN": 932988.4, + "TP": 5148.3, + "n_pred": 6632.566666666667, + "n_ref": 5939.066666666667 + }, + "5": { + "Dice": 0.536601856102273, + "FN": 359.76666666666665, + "FP": 448.1666666666667, + "IoU": 0.41550329836978017, + "TN": 938729.8666666667, + "TP": 873.9333333333333, + "n_pred": 1322.1, + "n_ref": 1233.7 + }, + "6": { + "Dice": 0.8212660822261454, + "FN": 3657.733333333333, + "FP": 10807.733333333334, + "IoU": 0.770653027301334, + "TN": 838863.0, + "TP": 87083.26666666666, + "n_pred": 97891.0, + "n_ref": 90741.0 + }, + "7": { + "Dice": 0.5946219583651836, + "FN": 6143.2, + "FP": 5785.0, + "IoU": 0.5258697990755702, + "TN": 899940.1333333333, + "TP": 28543.4, + "n_pred": 34328.4, + "n_ref": 34686.6 + }, + "8": { + "Dice": 0.886565322613988, + "FN": 581.9, + "FP": 465.9, + "IoU": 0.8256675899069595, + "TN": 928822.3666666667, + "TP": 10541.566666666668, + "n_pred": 11007.466666666667, + "n_ref": 11123.466666666667 + }, + "9": { + "Dice": 0.8188937124361364, + "FN": 1453.6666666666667, + "FP": 1046.1, + "IoU": 0.7273265519479524, + "TN": 927697.8333333334, + "TP": 10214.133333333333, + "n_pred": 11260.233333333334, + "n_ref": 11667.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.586545965350398, + "FN": 1567, + "FP": 1082, + "IoU": 0.41497349823321555, + "TN": 1046864, + "TP": 1879, + "n_pred": 2961, + "n_ref": 3446 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 382, + "IoU": 0.0, + "TN": 1051010, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 760, + "FP": 1924, + "IoU": 0.0, + "TN": 1048708, + "TP": 0, + "n_pred": 1924, + "n_ref": 760 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 1050851, + "TP": 0, + "n_pred": 541, + "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": 16820, + "IoU": 0.0, + "TN": 1034572, + "TP": 0, + "n_pred": 16820, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 181087, + "FP": 0, + "IoU": 0.0, + "TN": 870305, + "TP": 0, + "n_pred": 0, + "n_ref": 181087 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7244897959183674, + "FN": 709, + "FP": 1775, + "IoU": 0.568, + "TN": 1045642, + "TP": 3266, + "n_pred": 5041, + "n_ref": 3975 + }, + "6": { + "Dice": 2.7751182894170863e-05, + "FN": 26, + "FP": 144108, + "IoU": 1.3875783981794971e-05, + "TN": 907256, + "TP": 2, + "n_pred": 144110, + "n_ref": 28 + }, + "7": { + "Dice": 0.1516169183438623, + "FN": 29196, + "FP": 6929, + "IoU": 0.08202678321856022, + "TN": 1012039, + "TP": 3228, + "n_pred": 10157, + "n_ref": 32424 + }, + "8": { + "Dice": 0.906440559846681, + "FN": 1659, + "FP": 1563, + "IoU": 0.8288900690387679, + "TN": 1032562, + "TP": 15608, + "n_pred": 17171, + "n_ref": 17267 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.526267632481891, + "FN": 4177, + "FP": 2036, + "IoU": 0.35709850993377484, + "TN": 1392192, + "TP": 3451, + "n_pred": 5487, + "n_ref": 7628 + }, + "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": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.5353060014758719, + "FN": 30402, + "FP": 8011, + "IoU": 0.3654729260960058, + "TN": 1341318, + "TP": 22125, + "n_pred": 30136, + "n_ref": 52527 + }, + "14": { + "Dice": 0.9041264627386574, + "FN": 2372, + "FP": 9770, + "IoU": 0.8250281004121394, + "TN": 1332462, + "TP": 57252, + "n_pred": 67022, + "n_ref": 59624 + }, + "15": { + "Dice": 0.709081638434083, + "FN": 3777, + "FP": 6493, + "IoU": 0.5492846484683578, + "TN": 1379070, + "TP": 12516, + "n_pred": 19009, + "n_ref": 16293 + }, + "2": { + "Dice": 0.4444444444444444, + "FN": 83, + "FP": 2, + "IoU": 0.2857142857142857, + "TN": 1401737, + "TP": 34, + "n_pred": 36, + "n_ref": 117 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7464316882970637, + "FN": 2639, + "FP": 6368, + "IoU": 0.5954455623427956, + "TN": 1379592, + "TP": 13257, + "n_pred": 19625, + "n_ref": 15896 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9502331438684865, + "FN": 6617, + "FP": 8005, + "IoU": 0.9051849354152617, + "TN": 1247640, + "TP": 139594, + "n_pred": 147599, + "n_ref": 146211 + }, + "7": { + "Dice": 0.29844303105304054, + "FN": 5260, + "FP": 43494, + "IoU": 0.1753940870035857, + "TN": 1342732, + "TP": 10370, + "n_pred": 53864, + "n_ref": 15630 + }, + "8": { + "Dice": 0.8643320164167082, + "FN": 2225, + "FP": 1312, + "IoU": 0.7610780870035125, + "TN": 1387052, + "TP": 11267, + "n_pred": 12579, + "n_ref": 13492 + }, + "9": { + "Dice": 0.7709084737132431, + "FN": 2748, + "FP": 2651, + "IoU": 0.6272181177932749, + "TN": 1387373, + "TP": 9084, + "n_pred": 11735, + "n_ref": 11832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7165777410385511, + "FN": 29515, + "FP": 657, + "IoU": 0.5583335773047984, + "TN": 632614, + "TP": 38142, + "n_pred": 38799, + "n_ref": 67657 + }, + "10": { + "Dice": 0.4507002669914282, + "FN": 1972, + "FP": 9755, + "IoU": 0.29090579271979683, + "TN": 684390, + "TP": 4811, + "n_pred": 14566, + "n_ref": 6783 + }, + "11": { + "Dice": 0.7230115361262902, + "FN": 844, + "FP": 1437, + "IoU": 0.5661848611639406, + "TN": 695670, + "TP": 2977, + "n_pred": 4414, + "n_ref": 3821 + }, + "12": { + "Dice": 0.6978388998035363, + "FN": 288, + "FP": 481, + "IoU": 0.5359082679541339, + "TN": 699271, + "TP": 888, + "n_pred": 1369, + "n_ref": 1176 + }, + "13": { + "Dice": 0.43795620437956206, + "FN": 51, + "FP": 26, + "IoU": 0.2803738317757009, + "TN": 700821, + "TP": 30, + "n_pred": 56, + "n_ref": 81 + }, + "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": 0.8857439289303894, + "FN": 1085, + "FP": 5963, + "IoU": 0.7949195449122705, + "TN": 666561, + "TP": 27319, + "n_pred": 33282, + "n_ref": 28404 + }, + "3": { + "Dice": 0.8619194370960264, + "FN": 4684, + "FP": 379, + "IoU": 0.7573448358495087, + "TN": 680063, + "TP": 15802, + "n_pred": 16181, + "n_ref": 20486 + }, + "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": 0.7861324469598288, + "FN": 1593, + "FP": 26975, + "IoU": 0.6476262134126034, + "TN": 619855, + "TP": 52505, + "n_pred": 79480, + "n_ref": 54098 + }, + "7": { + "Dice": 0.9170547707940419, + "FN": 1844, + "FP": 311, + "IoU": 0.8468154677281774, + "TN": 686860, + "TP": 11913, + "n_pred": 12224, + "n_ref": 13757 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9546606589693044, + "FN": 1173, + "FP": 437, + "IoU": 0.9132543103448276, + "TN": 682368, + "TP": 16950, + "n_pred": 17387, + "n_ref": 18123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.933473544387868, + "FN": 4969, + "FP": 2243, + "IoU": 0.8752464971458225, + "TN": 643118, + "TP": 50598, + "n_pred": 52841, + "n_ref": 55567 + }, + "10": { + "Dice": 0.7301253228738162, + "FN": 1339, + "FP": 1482, + "IoU": 0.5749585656169957, + "TN": 694291, + "TP": 3816, + "n_pred": 5298, + "n_ref": 5155 + }, + "11": { + "Dice": 0.6527165932452276, + "FN": 354, + "FP": 592, + "IoU": 0.48446866485013623, + "TN": 699093, + "TP": 889, + "n_pred": 1481, + "n_ref": 1243 + }, + "12": { + "Dice": 0.0, + "FN": 192, + "FP": 259, + "IoU": 0.0, + "TN": 700477, + "TP": 0, + "n_pred": 259, + "n_ref": 192 + }, + "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": 0.9505493346829463, + "FN": 1111, + "FP": 1234, + "IoU": 0.905758951894868, + "TN": 676045, + "TP": 22538, + "n_pred": 23772, + "n_ref": 23649 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5851487467791052, + "FN": 1513, + "FP": 258, + "IoU": 0.41357615894039734, + "TN": 697908, + "TP": 1249, + "n_pred": 1507, + "n_ref": 2762 + }, + "6": { + "Dice": 0.8500140827287472, + "FN": 11357, + "FP": 4086, + "IoU": 0.7391517321757344, + "TN": 641725, + "TP": 43760, + "n_pred": 47846, + "n_ref": 55117 + }, + "7": { + "Dice": 0.7940710507236648, + "FN": 436, + "FP": 7233, + "IoU": 0.6584725005566688, + "TN": 678473, + "TP": 14786, + "n_pred": 22019, + "n_ref": 15222 + }, + "8": { + "Dice": 0.9444741628329946, + "FN": 837, + "FP": 201, + "IoU": 0.8947901885262518, + "TN": 691062, + "TP": 8828, + "n_pred": 9029, + "n_ref": 9665 + }, + "9": { + "Dice": 0.8761625573644628, + "FN": 3795, + "FP": 3302, + "IoU": 0.7796168058876503, + "TN": 668725, + "TP": 25106, + "n_pred": 28408, + "n_ref": 28901 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.8807854137447405, + "FN": 265, + "FP": 500, + "IoU": 0.7869674185463659, + "TN": 872569, + "TP": 2826, + "n_pred": 3326, + "n_ref": 3091 + }, + "14": { + "Dice": 0.9036162361623616, + "FN": 1081, + "FP": 1531, + "IoU": 0.8241787829833064, + "TN": 861304, + "TP": 12244, + "n_pred": 13775, + "n_ref": 13325 + }, + "15": { + "Dice": 0.8198138845425348, + "FN": 2448, + "FP": 6304, + "IoU": 0.694647965947945, + "TN": 847498, + "TP": 19910, + "n_pred": 26214, + "n_ref": 22358 + }, + "2": { + "Dice": 0.8995444269203162, + "FN": 18841, + "FP": 1732, + "IoU": 0.8174291165638727, + "TN": 763475, + "TP": 92112, + "n_pred": 93844, + "n_ref": 110953 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9537, + "IoU": 0.0, + "TN": 866623, + "TP": 0, + "n_pred": 9537, + "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": 0.9953347039666754, + "FN": 1128, + "FP": 263, + "IoU": 0.9907127357703222, + "TN": 726385, + "TP": 148384, + "n_pred": 148647, + "n_ref": 149512 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8390194591862522, + "FN": 4203, + "FP": 1530, + "IoU": 0.7226817588158467, + "TN": 855487, + "TP": 14940, + "n_pred": 16470, + "n_ref": 19143 + }, + "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": 0.8265652364273205, + "FN": 3235, + "FP": 3103, + "IoU": 0.7043981157595262, + "TN": 854719, + "TP": 15103, + "n_pred": 18206, + "n_ref": 18338 + }, + "14": { + "Dice": 0.9421447345720984, + "FN": 2561, + "FP": 3140, + "IoU": 0.890617805065234, + "TN": 824040, + "TP": 46419, + "n_pred": 49559, + "n_ref": 48980 + }, + "15": { + "Dice": 0.8484095038556165, + "FN": 14978, + "FP": 2459, + "IoU": 0.7367284696219351, + "TN": 809928, + "TP": 48795, + "n_pred": 51254, + "n_ref": 63773 + }, + "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": 0.9228222109016812, + "FN": 322, + "FP": 284, + "IoU": 0.8567037124615748, + "TN": 871931, + "TP": 3623, + "n_pred": 3907, + "n_ref": 3945 + }, + "9": { + "Dice": 0.8775742837601641, + "FN": 657, + "FP": 2565, + "IoU": 0.7818551117129316, + "TN": 861390, + "TP": 11548, + "n_pred": 14113, + "n_ref": 12205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0066.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": 0.3438906043228937, + "FN": 21299, + "FP": 1012, + "IoU": 0.20764969102919242, + "TN": 672770, + "TP": 5847, + "n_pred": 6859, + "n_ref": 27146 + }, + "14": { + "Dice": 0.5778765981100611, + "FN": 951, + "FP": 2846, + "IoU": 0.4063477173233271, + "TN": 694532, + "TP": 2599, + "n_pred": 5445, + "n_ref": 3550 + }, + "15": { + "Dice": 0.7753454632379306, + "FN": 7882, + "FP": 16553, + "IoU": 0.633113616912659, + "TN": 634327, + "TP": 42166, + "n_pred": 58719, + "n_ref": 50048 + }, + "2": { + "Dice": 0.9000679809653297, + "FN": 45, + "FP": 102, + "IoU": 0.8182941903584673, + "TN": 700119, + "TP": 662, + "n_pred": 764, + "n_ref": 707 + }, + "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": 8797, + "IoU": 0.0, + "TN": 692131, + "TP": 0, + "n_pred": 8797, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9023881841462689, + "FN": 1983, + "FP": 14407, + "IoU": 0.8221378187737385, + "TN": 608778, + "TP": 75760, + "n_pred": 90167, + "n_ref": 77743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 700894, + "TP": 0, + "n_pred": 34, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9199611147116008, + "FN": 826, + "FP": 1150, + "IoU": 0.8517851785178517, + "TN": 862828, + "TP": 11356, + "n_pred": 12506, + "n_ref": 12182 + }, + "10": { + "Dice": 0.7772376655508659, + "FN": 1407, + "FP": 6246, + "IoU": 0.6356408303180346, + "TN": 855156, + "TP": 13351, + "n_pred": 19597, + "n_ref": 14758 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6278397356464271, + "FN": 958, + "FP": 844, + "IoU": 0.45755568934376883, + "TN": 872838, + "TP": 1520, + "n_pred": 2364, + "n_ref": 2478 + }, + "13": { + "Dice": 0.5283926852743022, + "FN": 642, + "FP": 1318, + "IoU": 0.3590582079790713, + "TN": 873102, + "TP": 1098, + "n_pred": 2416, + "n_ref": 1740 + }, + "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": 1576, + "IoU": 0.0, + "TN": 874584, + "TP": 0, + "n_pred": 1576, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8451553269300326, + "FN": 3153, + "FP": 700, + "IoU": 0.7318346325167038, + "TN": 861792, + "TP": 10515, + "n_pred": 11215, + "n_ref": 13668 + }, + "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": 311, + "IoU": 0.0, + "TN": 875849, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "6": { + "Dice": 0.9722636349010565, + "FN": 3102, + "FP": 2070, + "IoU": 0.9460243579173667, + "TN": 780339, + "TP": 90649, + "n_pred": 92719, + "n_ref": 93751 + }, + "7": { + "Dice": 0.9353831486116077, + "FN": 490, + "FP": 2221, + "IoU": 0.8786101285093807, + "TN": 853827, + "TP": 19622, + "n_pred": 21843, + "n_ref": 20112 + }, + "8": { + "Dice": 0.8509425690486628, + "FN": 244, + "FP": 436, + "IoU": 0.7405570392979779, + "TN": 873539, + "TP": 1941, + "n_pred": 2377, + "n_ref": 2185 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9332479519508909, + "FN": 1181, + "FP": 1842, + "IoU": 0.8748499275512316, + "TN": 852005, + "TP": 21132, + "n_pred": 22974, + "n_ref": 22313 + }, + "10": { + "Dice": 0.7440419206933038, + "FN": 3280, + "FP": 6880, + "IoU": 0.5924098367232319, + "TN": 851233, + "TP": 14767, + "n_pred": 21647, + "n_ref": 18047 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6164978292329957, + "FN": 23, + "FP": 242, + "IoU": 0.4456066945606695, + "TN": 875682, + "TP": 213, + "n_pred": 455, + "n_ref": 236 + }, + "13": { + "Dice": 0.6193133453135344, + "FN": 2403, + "FP": 1622, + "IoU": 0.44855459652007124, + "TN": 868861, + "TP": 3274, + "n_pred": 4896, + "n_ref": 5677 + }, + "14": { + "Dice": 0.9547531717876255, + "FN": 2122, + "FP": 3898, + "IoU": 0.913423648862427, + "TN": 806626, + "TP": 63514, + "n_pred": 67412, + "n_ref": 65636 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15482, + "IoU": 0.0, + "TN": 860678, + "TP": 0, + "n_pred": 15482, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9344994892747702, + "FN": 185, + "FP": 841, + "IoU": 0.877052127022169, + "TN": 867815, + "TP": 7319, + "n_pred": 8160, + "n_ref": 7504 + }, + "4": { + "Dice": 0.8907851661031503, + "FN": 1329, + "FP": 706, + "IoU": 0.803077220824463, + "TN": 865826, + "TP": 8299, + "n_pred": 9005, + "n_ref": 9628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9554226752307954, + "FN": 3638, + "FP": 2393, + "IoU": 0.9146500240581925, + "TN": 805498, + "TP": 64631, + "n_pred": 67024, + "n_ref": 68269 + }, + "7": { + "Dice": 0.8416360776088097, + "FN": 5882, + "FP": 6802, + "IoU": 0.726573110004527, + "TN": 829771, + "TP": 33705, + "n_pred": 40507, + "n_ref": 39587 + }, + "8": { + "Dice": 0.20994475138121546, + "FN": 811, + "FP": 47, + "IoU": 0.11728395061728394, + "TN": 875188, + "TP": 114, + "n_pred": 161, + "n_ref": 925 + }, + "9": { + "Dice": 0.6151761517615176, + "FN": 1600, + "FP": 388, + "IoU": 0.44422700587084146, + "TN": 872583, + "TP": 1589, + "n_pred": 1977, + "n_ref": 3189 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608881456707543, + "FN": 373, + "FP": 469, + "IoU": 0.9247206079570853, + "TN": 689743, + "TP": 10343, + "n_pred": 10812, + "n_ref": 10716 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 700865, + "TP": 0, + "n_pred": 63, + "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": 675, + "IoU": 0.0, + "TN": 700253, + "TP": 0, + "n_pred": 675, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 549, + "IoU": 0.0, + "TN": 700379, + "TP": 0, + "n_pred": 549, + "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": 3387, + "IoU": 0.0, + "TN": 697541, + "TP": 0, + "n_pred": 3387, + "n_ref": 0 + }, + "3": { + "Dice": 0.9516802634533343, + "FN": 4991, + "FP": 1465, + "IoU": 0.9078148872674311, + "TN": 630895, + "TP": 63577, + "n_pred": 65042, + "n_ref": 68568 + }, + "4": { + "Dice": 0.9519058837974936, + "FN": 3545, + "FP": 2722, + "IoU": 0.908225577342686, + "TN": 632641, + "TP": 62020, + "n_pred": 64742, + "n_ref": 65565 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754550524427363, + "FN": 2826, + "FP": 827, + "IoU": 0.9520861478731916, + "TN": 624687, + "TP": 72588, + "n_pred": 73415, + "n_ref": 75414 + }, + "7": { + "Dice": 0.6502057613168725, + "FN": 212, + "FP": 553, + "IoU": 0.4817073170731707, + "TN": 699452, + "TP": 711, + "n_pred": 1264, + "n_ref": 923 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617331870728208, + "FN": 551, + "FP": 1263, + "IoU": 0.9262871307245317, + "TN": 851551, + "TP": 22795, + "n_pred": 24058, + "n_ref": 23346 + }, + "10": { + "Dice": 0.6364682859445148, + "FN": 15492, + "FP": 3456, + "IoU": 0.4667792317433516, + "TN": 840625, + "TP": 16587, + "n_pred": 20043, + "n_ref": 32079 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.702774108322325, + "FN": 255, + "FP": 195, + "IoU": 0.5417515274949084, + "TN": 875178, + "TP": 532, + "n_pred": 727, + "n_ref": 787 + }, + "13": { + "Dice": 0.6970509383378016, + "FN": 6328, + "FP": 19097, + "IoU": 0.5349794238683128, + "TN": 821485, + "TP": 29250, + "n_pred": 48347, + "n_ref": 35578 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8852069835303428, + "FN": 4876, + "FP": 9050, + "IoU": 0.7940550133096717, + "TN": 808540, + "TP": 53694, + "n_pred": 62744, + "n_ref": 58570 + }, + "3": { + "Dice": 0.952979301953091, + "FN": 2611, + "FP": 1176, + "IoU": 0.9101819130517278, + "TN": 833997, + "TP": 38376, + "n_pred": 39552, + "n_ref": 40987 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 40, + "IoU": 0.0, + "TN": 875859, + "TP": 0, + "n_pred": 40, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9635676928033341, + "FN": 3009, + "FP": 2306, + "IoU": 0.9296966971336358, + "TN": 800559, + "TP": 70286, + "n_pred": 72592, + "n_ref": 73295 + }, + "7": { + "Dice": 0.8757865276498037, + "FN": 24299, + "FP": 910, + "IoU": 0.7790215552380368, + "TN": 762081, + "TP": 88870, + "n_pred": 89780, + "n_ref": 113169 + }, + "8": { + "Dice": 0.9551658642166173, + "FN": 131, + "FP": 884, + "IoU": 0.9141794199712522, + "TN": 864333, + "TP": 10812, + "n_pred": 11696, + "n_ref": 10943 + }, + "9": { + "Dice": 0.8689849246231156, + "FN": 1575, + "FP": 1684, + "IoU": 0.7683230255207223, + "TN": 862093, + "TP": 10808, + "n_pred": 12492, + "n_ref": 12383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6706017707968586, + "FN": 18916, + "FP": 839, + "IoU": 0.5044400963275135, + "TN": 661064, + "TP": 20109, + "n_pred": 20948, + "n_ref": 39025 + }, + "11": { + "Dice": 0.6566757493188011, + "FN": 47, + "FP": 205, + "IoU": 0.48884381338742394, + "TN": 700435, + "TP": 241, + "n_pred": 446, + "n_ref": 288 + }, + "12": { + "Dice": 0.7027027027027027, + "FN": 25, + "FP": 85, + "IoU": 0.5416666666666666, + "TN": 700688, + "TP": 130, + "n_pred": 215, + "n_ref": 155 + }, + "13": { + "Dice": 0.7550603693181818, + "FN": 8163, + "FP": 2873, + "IoU": 0.6065036012265563, + "TN": 672882, + "TP": 17010, + "n_pred": 19883, + "n_ref": 25173 + }, + "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": 0.9110189027201475, + "FN": 1261, + "FP": 90, + "IoU": 0.8365791701947503, + "TN": 692661, + "TP": 6916, + "n_pred": 7006, + "n_ref": 8177 + }, + "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": 915, + "IoU": 0.0, + "TN": 700013, + "TP": 0, + "n_pred": 915, + "n_ref": 0 + }, + "5": { + "Dice": 0.8412597759458889, + "FN": 1319, + "FP": 183, + "IoU": 0.7260124042320321, + "TN": 695446, + "TP": 3980, + "n_pred": 4163, + "n_ref": 5299 + }, + "6": { + "Dice": 0.9024579560155239, + "FN": 20201, + "FP": 1665, + "IoU": 0.8222536539368223, + "TN": 577910, + "TP": 101152, + "n_pred": 102817, + "n_ref": 121353 + }, + "7": { + "Dice": 0.8687838344164653, + "FN": 13437, + "FP": 6875, + "IoU": 0.7680086802581234, + "TN": 613373, + "TP": 67243, + "n_pred": 74118, + "n_ref": 80680 + }, + "8": { + "Dice": 0.9540440313570858, + "FN": 947, + "FP": 1011, + "IoU": 0.9121263800376986, + "TN": 678646, + "TP": 20324, + "n_pred": 21335, + "n_ref": 21271 + }, + "9": { + "Dice": 0.9286393434419257, + "FN": 955, + "FP": 1897, + "IoU": 0.8667849969638937, + "TN": 679519, + "TP": 18557, + "n_pred": 20454, + "n_ref": 19512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9863425463979245, + "FN": 1346, + "FP": 844, + "IoU": 0.9730531185785828, + "TN": 1145353, + "TP": 79081, + "n_pred": 79925, + "n_ref": 80427 + }, + "10": { + "Dice": 0.8518089053803339, + "FN": 434, + "FP": 844, + "IoU": 0.7418703292264189, + "TN": 1221673, + "TP": 3673, + "n_pred": 4517, + "n_ref": 4107 + }, + "11": { + "Dice": 0.8236289776574137, + "FN": 319, + "FP": 723, + "IoU": 0.7001438848920863, + "TN": 1223149, + "TP": 2433, + "n_pred": 3156, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8407620481387889, + "FN": 2889, + "FP": 5996, + "IoU": 0.7252713274172103, + "TN": 1194283, + "TP": 23456, + "n_pred": 29452, + "n_ref": 26345 + }, + "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": 0.9672748334781349, + "FN": 916, + "FP": 440, + "IoU": 0.9366236679753225, + "TN": 1205228, + "TP": 20040, + "n_pred": 20480, + "n_ref": 20956 + }, + "3": { + "Dice": 0.9269081500646831, + "FN": 200, + "FP": 26, + "IoU": 0.8637733574442436, + "TN": 1224965, + "TP": 1433, + "n_pred": 1459, + "n_ref": 1633 + }, + "4": { + "Dice": 0.8125, + "FN": 3, + "FP": 3, + "IoU": 0.6842105263157895, + "TN": 1226605, + "TP": 13, + "n_pred": 16, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829671715655067, + "FN": 3614, + "FP": 4894, + "IoU": 0.9665048601022806, + "TN": 972617, + "TP": 245499, + "n_pred": 250393, + "n_ref": 249113 + }, + "7": { + "Dice": 0.9439714907939022, + "FN": 641, + "FP": 491, + "IoU": 0.8938882639670042, + "TN": 1215956, + "TP": 9536, + "n_pred": 10027, + "n_ref": 10177 + }, + "8": { + "Dice": 0.9736960866481852, + "FN": 573, + "FP": 243, + "IoU": 0.9487404987750487, + "TN": 1210705, + "TP": 15103, + "n_pred": 15346, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9403053610377683, + "FN": 1430, + "FP": 1690, + "IoU": 0.8873361499295851, + "TN": 1198931, + "TP": 24573, + "n_pred": 26263, + "n_ref": 26003 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0170.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": 5, + "FP": 1581, + "IoU": 0.0, + "TN": 1225038, + "TP": 0, + "n_pred": 1581, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8811700182815356, + "FN": 16, + "FP": 49, + "IoU": 0.7875816993464052, + "TN": 1226318, + "TP": 241, + "n_pred": 290, + "n_ref": 257 + }, + "13": { + "Dice": 0.5526079349316688, + "FN": 17196, + "FP": 1726, + "IoU": 0.3817956089911134, + "TN": 1196016, + "TP": 11686, + "n_pred": 13412, + "n_ref": 28882 + }, + "14": { + "Dice": 0.026682838083687082, + "FN": 6063, + "FP": 34062, + "IoU": 0.013521819299323909, + "TN": 1185949, + "TP": 550, + "n_pred": 34612, + "n_ref": 6613 + }, + "15": { + "Dice": 0.5309784244857, + "FN": 3703, + "FP": 19666, + "IoU": 0.36145039210864277, + "TN": 1190027, + "TP": 13228, + "n_pred": 32894, + "n_ref": 16931 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9624383605741795, + "FN": 1549, + "FP": 1018, + "IoU": 0.9275963219946973, + "TN": 1191170, + "TP": 32887, + "n_pred": 33905, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1103, + "IoU": 0.0, + "TN": 1225521, + "TP": 0, + "n_pred": 1103, + "n_ref": 0 + }, + "5": { + "Dice": 0.6171127444182499, + "FN": 932, + "FP": 7351, + "IoU": 0.446249498596069, + "TN": 1211666, + "TP": 6675, + "n_pred": 14026, + "n_ref": 7607 + }, + "6": { + "Dice": 0.897485034425503, + "FN": 5042, + "FP": 11381, + "IoU": 0.8140343328200018, + "TN": 1138312, + "TP": 71889, + "n_pred": 83270, + "n_ref": 76931 + }, + "7": { + "Dice": 0.8447934617160253, + "FN": 4870, + "FP": 29085, + "IoU": 0.7312921401665031, + "TN": 1100260, + "TP": 92409, + "n_pred": 121494, + "n_ref": 97279 + }, + "8": { + "Dice": 0.9762513877491915, + "FN": 293, + "FP": 691, + "IoU": 0.9536046018199821, + "TN": 1205415, + "TP": 20225, + "n_pred": 20916, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7717778909831889, + "FN": 442, + "FP": 454, + "IoU": 0.628369970966404, + "TN": 1224213, + "TP": 1515, + "n_pred": 1969, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8278130138595254, + "FN": 4641, + "FP": 1956, + "IoU": 0.7062124248496994, + "TN": 853705, + "TP": 15858, + "n_pred": 17814, + "n_ref": 20499 + }, + "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": 0.6720612720612721, + "FN": 9414, + "FP": 434, + "IoU": 0.5060935854355785, + "TN": 856221, + "TP": 10091, + "n_pred": 10525, + "n_ref": 19505 + }, + "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": 0.856175654708731, + "FN": 3034, + "FP": 25, + "IoU": 0.7485202236106544, + "TN": 863996, + "TP": 9105, + "n_pred": 9130, + "n_ref": 12139 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2193, + "IoU": 0.0, + "TN": 873967, + "TP": 0, + "n_pred": 2193, + "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": 0.960673031982373, + "FN": 1596, + "FP": 1938, + "IoU": 0.9243222407811897, + "TN": 829462, + "TP": 43164, + "n_pred": 45102, + "n_ref": 44760 + }, + "7": { + "Dice": 0.8281178261605007, + "FN": 2105, + "FP": 12121, + "IoU": 0.706656219069614, + "TN": 827664, + "TP": 34270, + "n_pred": 46391, + "n_ref": 36375 + }, + "8": { + "Dice": 0.8504832291074474, + "FN": 17, + "FP": 246, + "IoU": 0.7398615232443125, + "TN": 875149, + "TP": 748, + "n_pred": 994, + "n_ref": 765 + }, + "9": { + "Dice": 0.6509475539885412, + "FN": 1380, + "FP": 204, + "IoU": 0.4825220516171186, + "TN": 873099, + "TP": 1477, + "n_pred": 1681, + "n_ref": 2857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.003931295923620536, + "FN": 41584, + "FP": 982, + "IoU": 0.001969519343493552, + "TN": 1008742, + "TP": 84, + "n_pred": 1066, + "n_ref": 41668 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1159, + "IoU": 0.0, + "TN": 1050233, + "TP": 0, + "n_pred": 1159, + "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": 0.19193353041530467, + "FN": 59535, + "FP": 2514, + "IoU": 0.10615402345213057, + "TN": 981974, + "TP": 7369, + "n_pred": 9883, + "n_ref": 66904 + }, + "15": { + "Dice": 0.5881471817544877, + "FN": 3571, + "FP": 13476, + "IoU": 0.4165782538759027, + "TN": 1022173, + "TP": 12172, + "n_pred": 25648, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0013971900954746566, + "FN": 0, + "FP": 12865, + "IoU": 0.0006990834239552587, + "TN": 1038518, + "TP": 9, + "n_pred": 12874, + "n_ref": 9 + }, + "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": 1672, + "IoU": 0.0, + "TN": 1049720, + "TP": 0, + "n_pred": 1672, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 771, + "IoU": 0.0, + "TN": 1050621, + "TP": 0, + "n_pred": 771, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.0, + "FN": 63, + "FP": 6, + "IoU": 0.0, + "TN": 700859, + "TP": 0, + "n_pred": 6, + "n_ref": 63 + }, + "11": { + "Dice": 0.6805369127516778, + "FN": 658, + "FP": 770, + "IoU": 0.5157680569684638, + "TN": 697979, + "TP": 1521, + "n_pred": 2291, + "n_ref": 2179 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5829761175750153, + "FN": 7526, + "FP": 646, + "IoU": 0.41140881590319794, + "TN": 687044, + "TP": 5712, + "n_pred": 6358, + "n_ref": 13238 + }, + "14": { + "Dice": 0.3867924528301887, + "FN": 100, + "FP": 11470, + "IoU": 0.23976608187134502, + "TN": 685709, + "TP": 3649, + "n_pred": 15119, + "n_ref": 3749 + }, + "15": { + "Dice": 0.7243469635181308, + "FN": 18913, + "FP": 1095, + "IoU": 0.5678244340763781, + "TN": 654632, + "TP": 26288, + "n_pred": 27383, + "n_ref": 45201 + }, + "2": { + "Dice": 0.7374648504546617, + "FN": 1272, + "FP": 13106, + "IoU": 0.5841143121601295, + "TN": 666356, + "TP": 20194, + "n_pred": 33300, + "n_ref": 21466 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.27206703910614527, + "FN": 655, + "FP": 9769, + "IoU": 0.15745231167151633, + "TN": 688556, + "TP": 1948, + "n_pred": 11717, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615641544025685, + "FN": 5353, + "FP": 7708, + "IoU": 0.9259735769708167, + "TN": 524491, + "TP": 163376, + "n_pred": 171084, + "n_ref": 168729 + }, + "7": { + "Dice": 0.0, + "FN": 27589, + "FP": 0, + "IoU": 0.0, + "TN": 673339, + "TP": 0, + "n_pred": 0, + "n_ref": 27589 + }, + "8": { + "Dice": 0.882224048205971, + "FN": 395, + "FP": 465, + "IoU": 0.7892673364371477, + "TN": 696847, + "TP": 3221, + "n_pred": 3686, + "n_ref": 3616 + }, + "9": { + "Dice": 0.915946449754279, + "FN": 1460, + "FP": 1516, + "IoU": 0.8449273096764108, + "TN": 681737, + "TP": 16215, + "n_pred": 17731, + "n_ref": 17675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410014873574616, + "FN": 147, + "FP": 91, + "IoU": 0.8885767790262172, + "TN": 1399720, + "TP": 1898, + "n_pred": 1989, + "n_ref": 2045 + }, + "10": { + "Dice": 0.9261190160723544, + "FN": 2623, + "FP": 2507, + "IoU": 0.8624037765201298, + "TN": 1364573, + "TP": 32153, + "n_pred": 34660, + "n_ref": 34776 + }, + "11": { + "Dice": 0.7789837973887054, + "FN": 675, + "FP": 730, + "IoU": 0.637979902087091, + "TN": 1397975, + "TP": 2476, + "n_pred": 3206, + "n_ref": 3151 + }, + "12": { + "Dice": 0.8344039971448965, + "FN": 185, + "FP": 279, + "IoU": 0.7158603796693203, + "TN": 1400223, + "TP": 1169, + "n_pred": 1448, + "n_ref": 1354 + }, + "13": { + "Dice": 0.7894816382046245, + "FN": 1025, + "FP": 7333, + "IoU": 0.6521847690387016, + "TN": 1377826, + "TP": 15672, + "n_pred": 23005, + "n_ref": 16697 + }, + "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": 0.9452330615121313, + "FN": 164, + "FP": 924, + "IoU": 0.8961534790493462, + "TN": 1391379, + "TP": 9389, + "n_pred": 10313, + "n_ref": 9553 + }, + "3": { + "Dice": 0.953991382856648, + "FN": 2299, + "FP": 1951, + "IoU": 0.9120301374399735, + "TN": 1353544, + "TP": 44062, + "n_pred": 46013, + "n_ref": 46361 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.792405460536639, + "FN": 1735, + "FP": 911, + "IoU": 0.6561850311850311, + "TN": 1394160, + "TP": 5050, + "n_pred": 5961, + "n_ref": 6785 + }, + "6": { + "Dice": 0.954996327781389, + "FN": 3524, + "FP": 1807, + "IoU": 0.9138688725886193, + "TN": 1339962, + "TP": 56563, + "n_pred": 58370, + "n_ref": 60087 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": 0.9600696275978479, + "FN": 2416, + "FP": 612, + "IoU": 0.9232056809535887, + "TN": 1362426, + "TP": 36402, + "n_pred": 37014, + "n_ref": 38818 + }, + "9": { + "Dice": 0.9393027611624675, + "FN": 2980, + "FP": 2043, + "IoU": 0.8855521884754722, + "TN": 1357967, + "TP": 38866, + "n_pred": 40909, + "n_ref": 41846 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 35719, + "IoU": 0.0, + "TN": 1190905, + "TP": 0, + "n_pred": 35719, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7727272727272727, + "FN": 0, + "FP": 20, + "IoU": 0.6296296296296297, + "TN": 1226570, + "TP": 34, + "n_pred": 54, + "n_ref": 34 + }, + "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": 4333, + "IoU": 0.0, + "TN": 1222291, + "TP": 0, + "n_pred": 4333, + "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": 51, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642079298853289, + "FN": 1582, + "FP": 1146, + "IoU": 0.9308894687507917, + "TN": 1187151, + "TP": 36745, + "n_pred": 37891, + "n_ref": 38327 + }, + "4": { + "Dice": 0.9157778792681944, + "FN": 1052, + "FP": 2083, + "IoU": 0.844640467813073, + "TN": 1206445, + "TP": 17044, + "n_pred": 19127, + "n_ref": 18096 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9415627150079272, + "FN": 4740, + "FP": 10888, + "IoU": 0.8895781813043171, + "TN": 1085094, + "TP": 125902, + "n_pred": 136790, + "n_ref": 130642 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "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": 13, + "IoU": 0.0, + "TN": 1226611, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7806603773584906, + "FN": 154, + "FP": 32, + "IoU": 0.6402321083172147, + "TN": 1050875, + "TP": 331, + "n_pred": 363, + "n_ref": 485 + }, + "10": { + "Dice": 0.9042596166793841, + "FN": 849, + "FP": 1284, + "IoU": 0.8252498771096182, + "TN": 1039186, + "TP": 10073, + "n_pred": 11357, + "n_ref": 10922 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7275659824046921, + "FN": 508, + "FP": 1350, + "IoU": 0.5717907351924406, + "TN": 1047053, + "TP": 2481, + "n_pred": 3831, + "n_ref": 2989 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "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": 0.9421066502679434, + "FN": 397, + "FP": 262, + "IoU": 0.8905497425676798, + "TN": 1045371, + "TP": 5362, + "n_pred": 5624, + "n_ref": 5759 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6450985995998857, + "FN": 4182, + "FP": 2027, + "IoU": 0.4761221734728316, + "TN": 1039540, + "TP": 5643, + "n_pred": 7670, + "n_ref": 9825 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 1050973, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "7": { + "Dice": 0.8939186225049353, + "FN": 2090, + "FP": 5648, + "IoU": 0.8081852209910513, + "TN": 1011051, + "TP": 32603, + "n_pred": 38251, + "n_ref": 34693 + }, + "8": { + "Dice": 0.9743678172578535, + "FN": 1892, + "FP": 635, + "IoU": 0.9500168127064501, + "TN": 1000835, + "TP": 48030, + "n_pred": 48665, + "n_ref": 49922 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743289485668188, + "FN": 853, + "FP": 1120, + "IoU": 0.9499429151338323, + "TN": 836745, + "TP": 37442, + "n_pred": 38562, + "n_ref": 38295 + }, + "10": { + "Dice": 0.771461716937355, + "FN": 354, + "FP": 40, + "IoU": 0.6279508970727101, + "TN": 875101, + "TP": 665, + "n_pred": 705, + "n_ref": 1019 + }, + "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": 0.7538209797026773, + "FN": 1641, + "FP": 5430, + "IoU": 0.604905850142482, + "TN": 858263, + "TP": 10826, + "n_pred": 16256, + "n_ref": 12467 + }, + "14": { + "Dice": 0.8613123064679012, + "FN": 1201, + "FP": 19536, + "IoU": 0.7564078468225067, + "TN": 791030, + "TP": 64393, + "n_pred": 83929, + "n_ref": 65594 + }, + "15": { + "Dice": 0.7504363001745201, + "FN": 0, + "FP": 143, + "IoU": 0.6005586592178771, + "TN": 875802, + "TP": 215, + "n_pred": 358, + "n_ref": 215 + }, + "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": 0.18491776975531488, + "FN": 11070, + "FP": 1122, + "IoU": 0.10187845303867403, + "TN": 862585, + "TP": 1383, + "n_pred": 2505, + "n_ref": 12453 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9204367255887917, + "FN": 2230, + "FP": 8577, + "IoU": 0.8526009983905726, + "TN": 802842, + "TP": 62511, + "n_pred": 71088, + "n_ref": 64741 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1303, + "IoU": 0.0, + "TN": 874857, + "TP": 0, + "n_pred": 1303, + "n_ref": 0 + }, + "8": { + "Dice": 0.6761032472939217, + "FN": 134, + "FP": 255, + "IoU": 0.5106918238993711, + "TN": 875365, + "TP": 406, + "n_pred": 661, + "n_ref": 540 + }, + "9": { + "Dice": 0.8471284255176648, + "FN": 2228, + "FP": 511, + "IoU": 0.7347986057319907, + "TN": 865832, + "TP": 7589, + "n_pred": 8100, + "n_ref": 9817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9840883108120771, + "FN": 1657, + "FP": 890, + "IoU": 0.9686750544220197, + "TN": 970083, + "TP": 78762, + "n_pred": 79652, + "n_ref": 80419 + }, + "10": { + "Dice": 0.5687794497644019, + "FN": 88, + "FP": 2749, + "IoU": 0.3974086661002549, + "TN": 1046684, + "TP": 1871, + "n_pred": 4620, + "n_ref": 1959 + }, + "11": { + "Dice": 0.7971675235231351, + "FN": 418, + "FP": 1673, + "IoU": 0.662741935483871, + "TN": 1045192, + "TP": 4109, + "n_pred": 5782, + "n_ref": 4527 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 31, + "IoU": 0.0, + "TN": 1051348, + "TP": 0, + "n_pred": 31, + "n_ref": 13 + }, + "13": { + "Dice": 0.9205844061912339, + "FN": 332, + "FP": 766, + "IoU": 0.8528544626105602, + "TN": 1043930, + "TP": 6364, + "n_pred": 7130, + "n_ref": 6696 + }, + "14": { + "Dice": 0.9629407423850636, + "FN": 1521, + "FP": 4656, + "IoU": 0.9285301059841718, + "TN": 964964, + "TP": 80251, + "n_pred": 84907, + "n_ref": 81772 + }, + "15": { + "Dice": 0.10521912448633086, + "FN": 36354, + "FP": 9, + "IoU": 0.05553102516817745, + "TN": 1012891, + "TP": 2138, + "n_pred": 2147, + "n_ref": 38492 + }, + "2": { + "Dice": 0.7488448669605396, + "FN": 190, + "FP": 4539, + "IoU": 0.5985227948043128, + "TN": 1039613, + "TP": 7050, + "n_pred": 11589, + "n_ref": 7240 + }, + "3": { + "Dice": 0.9403549068276961, + "FN": 641, + "FP": 2579, + "IoU": 0.8874243960423732, + "TN": 1022789, + "TP": 25383, + "n_pred": 27962, + "n_ref": 26024 + }, + "4": { + "Dice": 0.54031465093412, + "FN": 1718, + "FP": 152, + "IoU": 0.3701583024587403, + "TN": 1048423, + "TP": 1099, + "n_pred": 1251, + "n_ref": 2817 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9888836440349978, + "FN": 2792, + "FP": 2177, + "IoU": 0.978011717643727, + "TN": 825408, + "TP": 221015, + "n_pred": 223192, + "n_ref": 223807 + }, + "7": { + "Dice": 0.037364403374849336, + "FN": 71, + "FP": 28681, + "IoU": 0.019037871033776868, + "TN": 1022082, + "TP": 558, + "n_pred": 29239, + "n_ref": 629 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7926327193932827, + "FN": 1653, + "FP": 1218, + "IoU": 0.6564967695620962, + "TN": 1043034, + "TP": 5487, + "n_pred": 6705, + "n_ref": 7140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524771154127197, + "FN": 2369, + "FP": 1208, + "IoU": 0.9092661644217842, + "TN": 836737, + "TP": 35846, + "n_pred": 37054, + "n_ref": 38215 + }, + "10": { + "Dice": 0.8019495693588231, + "FN": 6153, + "FP": 2746, + "IoU": 0.669378808143855, + "TN": 849244, + "TP": 18017, + "n_pred": 20763, + "n_ref": 24170 + }, + "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": 0.7791788198339691, + "FN": 4039, + "FP": 882, + "IoU": 0.6382415643608028, + "TN": 862557, + "TP": 8682, + "n_pred": 9564, + "n_ref": 12721 + }, + "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": 90, + "IoU": 0.0, + "TN": 876070, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "3": { + "Dice": 0.8676265675801208, + "FN": 15, + "FP": 270, + "IoU": 0.7662018047579984, + "TN": 874941, + "TP": 934, + "n_pred": 1204, + "n_ref": 949 + }, + "4": { + "Dice": 0.11299435028248588, + "FN": 157, + "FP": 0, + "IoU": 0.059880239520958084, + "TN": 875993, + "TP": 10, + "n_pred": 10, + "n_ref": 167 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 604, + "IoU": 0.0, + "TN": 875556, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "6": { + "Dice": 0.9172630227526687, + "FN": 3747, + "FP": 3213, + "IoU": 0.8471706813640456, + "TN": 830619, + "TP": 38581, + "n_pred": 41794, + "n_ref": 42328 + }, + "7": { + "Dice": 0.9219189715751086, + "FN": 901, + "FP": 3788, + "IoU": 0.8551481264094406, + "TN": 843789, + "TP": 27682, + "n_pred": 31470, + "n_ref": 28583 + }, + "8": { + "Dice": 0.9437901616334408, + "FN": 2032, + "FP": 3094, + "IoU": 0.8935631229235881, + "TN": 828000, + "TP": 43034, + "n_pred": 46128, + "n_ref": 45066 + }, + "9": { + "Dice": 0.9189121317897592, + "FN": 980, + "FP": 2249, + "IoU": 0.8499883855981417, + "TN": 854635, + "TP": 18296, + "n_pred": 20545, + "n_ref": 19276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443733385842277, + "FN": 171, + "FP": 394, + "IoU": 0.8946092146987502, + "TN": 1221263, + "TP": 4796, + "n_pred": 5190, + "n_ref": 4967 + }, + "10": { + "Dice": 0.8278668046682608, + "FN": 1015, + "FP": 3808, + "IoU": 0.7062907252907862, + "TN": 1210203, + "TP": 11598, + "n_pred": 15406, + "n_ref": 12613 + }, + "11": { + "Dice": 0.7802242334188842, + "FN": 715, + "FP": 912, + "IoU": 0.6396456256921373, + "TN": 1222109, + "TP": 2888, + "n_pred": 3800, + "n_ref": 3603 + }, + "12": { + "Dice": 0.8428691041027072, + "FN": 386, + "FP": 177, + "IoU": 0.7284129281234926, + "TN": 1224551, + "TP": 1510, + "n_pred": 1687, + "n_ref": 1896 + }, + "13": { + "Dice": 0.9353976073187896, + "FN": 159, + "FP": 300, + "IoU": 0.8786356425171866, + "TN": 1222842, + "TP": 3323, + "n_pred": 3623, + "n_ref": 3482 + }, + "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": 0.9667961408344818, + "FN": 218, + "FP": 312, + "IoU": 0.935726412806209, + "TN": 1218378, + "TP": 7716, + "n_pred": 8028, + "n_ref": 7934 + }, + "3": { + "Dice": 0.96310888252149, + "FN": 120, + "FP": 86, + "IoU": 0.9288428324697755, + "TN": 1223729, + "TP": 2689, + "n_pred": 2775, + "n_ref": 2809 + }, + "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": 0.9661587133285491, + "FN": 6864, + "FP": 8839, + "IoU": 0.9345329169810849, + "TN": 986763, + "TP": 224158, + "n_pred": 232997, + "n_ref": 231022 + }, + "7": { + "Dice": 0.9790267107263098, + "FN": 2712, + "FP": 1331, + "IoU": 0.9589151068024308, + "TN": 1128218, + "TP": 94363, + "n_pred": 95694, + "n_ref": 97075 + }, + "8": { + "Dice": 0.9711449734394094, + "FN": 857, + "FP": 300, + "IoU": 0.9439084694817472, + "TN": 1205997, + "TP": 19470, + "n_pred": 19770, + "n_ref": 20327 + }, + "9": { + "Dice": 0.8610406395098368, + "FN": 12907, + "FP": 4511, + "IoU": 0.7559889047659074, + "TN": 1155242, + "TP": 53964, + "n_pred": 58475, + "n_ref": 66871 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3806, + "IoU": 0.0, + "TN": 1047586, + "TP": 0, + "n_pred": 3806, + "n_ref": 0 + }, + "10": { + "Dice": 0.7856477955487856, + "FN": 4063, + "FP": 1003, + "IoU": 0.6469686411149825, + "TN": 1037042, + "TP": 9284, + "n_pred": 10287, + "n_ref": 13347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8456501403180543, + "FN": 625, + "FP": 365, + "IoU": 0.7325769854132901, + "TN": 1047690, + "TP": 2712, + "n_pred": 3077, + "n_ref": 3337 + }, + "13": { + "Dice": 0.6501312071053694, + "FN": 1672, + "FP": 12194, + "IoU": 0.4816254813264047, + "TN": 1024643, + "TP": 12883, + "n_pred": 25077, + "n_ref": 14555 + }, + "14": { + "Dice": 0.9335167095985074, + "FN": 2637, + "FP": 9158, + "IoU": 0.8753223965160035, + "TN": 956788, + "TP": 82809, + "n_pred": 91967, + "n_ref": 85446 + }, + "15": { + "Dice": 0.7233256351039261, + "FN": 7, + "FP": 592, + "IoU": 0.5665701881331404, + "TN": 1050010, + "TP": 783, + "n_pred": 1375, + "n_ref": 790 + }, + "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": 1805, + "IoU": 0.0, + "TN": 1049587, + "TP": 0, + "n_pred": 1805, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8285200322141185, + "FN": 2696, + "FP": 20087, + "IoU": 0.707242168024466, + "TN": 973570, + "TP": 55039, + "n_pred": 75126, + "n_ref": 57735 + }, + "7": { + "Dice": 0.7122263685246673, + "FN": 45729, + "FP": 3240, + "IoU": 0.5530679857986438, + "TN": 941825, + "TP": 60598, + "n_pred": 63838, + "n_ref": 106327 + }, + "8": { + "Dice": 0.965683587325951, + "FN": 453, + "FP": 799, + "IoU": 0.9336442654229383, + "TN": 1032524, + "TP": 17616, + "n_pred": 18415, + "n_ref": 18069 + }, + "9": { + "Dice": 0.9657903072537218, + "FN": 151, + "FP": 281, + "IoU": 0.933843797856049, + "TN": 1044862, + "TP": 6098, + "n_pred": 6379, + "n_ref": 6249 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436749769159741, + "FN": 728, + "FP": 553, + "IoU": 0.8933566433566433, + "TN": 864148, + "TP": 10731, + "n_pred": 11284, + "n_ref": 11459 + }, + "10": { + "Dice": 0.9035164153534876, + "FN": 2413, + "FP": 4120, + "IoU": 0.824012714832175, + "TN": 839038, + "TP": 30589, + "n_pred": 34709, + "n_ref": 33002 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7950433705080545, + "FN": 294, + "FP": 1360, + "IoU": 0.6598107774578362, + "TN": 871298, + "TP": 3208, + "n_pred": 4568, + "n_ref": 3502 + }, + "13": { + "Dice": 0.48353065291290587, + "FN": 8885, + "FP": 17551, + "IoU": 0.31885290252763393, + "TN": 837349, + "TP": 12375, + "n_pred": 29926, + "n_ref": 21260 + }, + "14": { + "Dice": 0.6652761287424189, + "FN": 10135, + "FP": 296, + "IoU": 0.49843727460691445, + "TN": 855363, + "TP": 10366, + "n_pred": 10662, + "n_ref": 20501 + }, + "15": { + "Dice": 0.7513128917499576, + "FN": 16484, + "FP": 1132, + "IoU": 0.601682268348935, + "TN": 831934, + "TP": 26610, + "n_pred": 27742, + "n_ref": 43094 + }, + "2": { + "Dice": 0.9701897018970189, + "FN": 11, + "FP": 0, + "IoU": 0.9421052631578948, + "TN": 875970, + "TP": 179, + "n_pred": 179, + "n_ref": 190 + }, + "3": { + "Dice": 0.9784915700107617, + "FN": 1654, + "FP": 1224, + "IoU": 0.95788888401153, + "TN": 807817, + "TP": 65465, + "n_pred": 66689, + "n_ref": 67119 + }, + "4": { + "Dice": 0.6254670178232375, + "FN": 147, + "FP": 5968, + "IoU": 0.45503965778451116, + "TN": 864939, + "TP": 5106, + "n_pred": 11074, + "n_ref": 5253 + }, + "5": { + "Dice": 0.6239015817223199, + "FN": 403, + "FP": 25, + "IoU": 0.45338441890166026, + "TN": 875377, + "TP": 355, + "n_pred": 380, + "n_ref": 758 + }, + "6": { + "Dice": 0.426585179526356, + "FN": 133, + "FP": 3620, + "IoU": 0.27112060594290155, + "TN": 871011, + "TP": 1396, + "n_pred": 5016, + "n_ref": 1529 + }, + "7": { + "Dice": 0.9091424968474149, + "FN": 706, + "FP": 2176, + "IoU": 0.8334200335240738, + "TN": 858859, + "TP": 14419, + "n_pred": 16595, + "n_ref": 15125 + }, + "8": { + "Dice": 0.9793692198245199, + "FN": 532, + "FP": 164, + "IoU": 0.9595724907063197, + "TN": 858944, + "TP": 16520, + "n_pred": 16684, + "n_ref": 17052 + }, + "9": { + "Dice": 0.9406139718438129, + "FN": 539, + "FP": 1026, + "IoU": 0.8878859517157389, + "TN": 862201, + "TP": 12394, + "n_pred": 13420, + "n_ref": 12933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.04144144144144144, + "FN": 201, + "FP": 863, + "IoU": 0.021159153633854646, + "TN": 699841, + "TP": 23, + "n_pred": 886, + "n_ref": 224 + }, + "11": { + "Dice": 0.7977816853780604, + "FN": 627, + "FP": 868, + "IoU": 0.6635913591359136, + "TN": 696484, + "TP": 2949, + "n_pred": 3817, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7952626937129897, + "FN": 1374, + "FP": 251, + "IoU": 0.6601129470822004, + "TN": 696147, + "TP": 3156, + "n_pred": 3407, + "n_ref": 4530 + }, + "14": { + "Dice": 0.7916366072348758, + "FN": 9190, + "FP": 6984, + "IoU": 0.655131239472057, + "TN": 654029, + "TP": 30725, + "n_pred": 37709, + "n_ref": 39915 + }, + "15": { + "Dice": 0.8089265149864608, + "FN": 28, + "FP": 6111, + "IoU": 0.67915752064388, + "TN": 681794, + "TP": 12995, + "n_pred": 19106, + "n_ref": 13023 + }, + "2": { + "Dice": 0.9741809116809117, + "FN": 245, + "FP": 335, + "IoU": 0.9496615170977261, + "TN": 689406, + "TP": 10942, + "n_pred": 11277, + "n_ref": 11187 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.861812778603269, + "FN": 56, + "FP": 37, + "IoU": 0.7571801566579635, + "TN": 700545, + "TP": 290, + "n_pred": 327, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671421571296347, + "FN": 2873, + "FP": 1955, + "IoU": 0.936374897867742, + "TN": 625046, + "TP": 71054, + "n_pred": 73009, + "n_ref": 73927 + }, + "7": { + "Dice": 0.9822943433418987, + "FN": 745, + "FP": 2273, + "IoU": 0.9652047592695074, + "TN": 614192, + "TP": 83718, + "n_pred": 85991, + "n_ref": 84463 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9213463850249013, + "FN": 736, + "FP": 2012, + "IoU": 0.854163349785066, + "TN": 682085, + "TP": 16095, + "n_pred": 18107, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0348.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": 238, + "FP": 0, + "IoU": 0.0, + "TN": 525458, + "TP": 0, + "n_pred": 0, + "n_ref": 238 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9578659682286625, + "FN": 669, + "FP": 2291, + "IoU": 0.9191389389717532, + "TN": 489090, + "TP": 33646, + "n_pred": 35937, + "n_ref": 34315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760546280515957, + "FN": 3600, + "FP": 601, + "IoU": 0.9532292002983712, + "TN": 435875, + "TP": 85620, + "n_pred": 86221, + "n_ref": 89220 + }, + "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_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696463693653916, + "FN": 3525, + "FP": 256, + "IoU": 0.9410811400433204, + "TN": 987219, + "TP": 60392, + "n_pred": 60648, + "n_ref": 63917 + }, + "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": 0.03404255319148936, + "FN": 0, + "FP": 227, + "IoU": 0.017316017316017316, + "TN": 1051161, + "TP": 4, + "n_pred": 231, + "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": 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": 0.9508211804756866, + "FN": 422, + "FP": 647, + "IoU": 0.9062527405068842, + "TN": 1039989, + "TP": 10334, + "n_pred": 10981, + "n_ref": 10756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687302879234917, + "FN": 3492, + "FP": 8802, + "IoU": 0.9393568690899584, + "TN": 848665, + "TP": 190433, + "n_pred": 199235, + "n_ref": 193925 + }, + "7": { + "Dice": 0.9670796606207286, + "FN": 7784, + "FP": 1792, + "IoU": 0.9362577381348599, + "TN": 901162, + "TP": 140654, + "n_pred": 142446, + "n_ref": 148438 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7977213049089857, + "FN": 4019, + "FP": 526, + "IoU": 0.6635078107647886, + "TN": 1037885, + "TP": 8962, + "n_pred": 9488, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39344262295081966, + "FN": 0, + "FP": 37, + "IoU": 0.24489795918367346, + "TN": 876111, + "TP": 12, + "n_pred": 49, + "n_ref": 12 + }, + "10": { + "Dice": 0.8059553349875931, + "FN": 8200, + "FP": 4703, + "IoU": 0.6749792186201163, + "TN": 836461, + "TP": 26796, + "n_pred": 31499, + "n_ref": 34996 + }, + "11": { + "Dice": 0.27419354838709675, + "FN": 90, + "FP": 0, + "IoU": 0.1588785046728972, + "TN": 876053, + "TP": 17, + "n_pred": 17, + "n_ref": 107 + }, + "12": { + "Dice": 0.5242872609166366, + "FN": 2709, + "FP": 3882, + "IoU": 0.3552773158564022, + "TN": 865937, + "TP": 3632, + "n_pred": 7514, + "n_ref": 6341 + }, + "13": { + "Dice": 0.7056875416848738, + "FN": 2015, + "FP": 10782, + "IoU": 0.5452219339706458, + "TN": 848021, + "TP": 15342, + "n_pred": 26124, + "n_ref": 17357 + }, + "14": { + "Dice": 0.9275251724013286, + "FN": 18043, + "FP": 2, + "IoU": 0.8648456341657055, + "TN": 742646, + "TP": 115469, + "n_pred": 115471, + "n_ref": 133512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8766151582045622, + "FN": 8060, + "FP": 324, + "IoU": 0.7803337962113868, + "TN": 837993, + "TP": 29783, + "n_pred": 30107, + "n_ref": 37843 + }, + "3": { + "Dice": 0.8734667527437057, + "FN": 707, + "FP": 3997, + "IoU": 0.7753581661891118, + "TN": 855220, + "TP": 16236, + "n_pred": 20233, + "n_ref": 16943 + }, + "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": 0.9043962345963941, + "FN": 1956, + "FP": 18549, + "IoU": 0.8254774793177407, + "TN": 758668, + "TP": 96987, + "n_pred": 115536, + "n_ref": 98943 + }, + "7": { + "Dice": 0.7019573991554487, + "FN": 7287, + "FP": 5488, + "IoU": 0.5407814802832597, + "TN": 848341, + "TP": 15044, + "n_pred": 20532, + "n_ref": 22331 + }, + "8": { + "Dice": 0.9699569001943716, + "FN": 687, + "FP": 735, + "IoU": 0.9416663248143742, + "TN": 851783, + "TP": 22955, + "n_pred": 23690, + "n_ref": 23642 + }, + "9": { + "Dice": 0.860089377793056, + "FN": 202, + "FP": 205, + "IoU": 0.7545235223160435, + "TN": 874502, + "TP": 1251, + "n_pred": 1456, + "n_ref": 1453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676459/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6732841160690667, + "FN": 2362.5711111111113, + "FP": 1988.3613333333335, + "IoU": 0.5892571308763347, + "TN": 915102.8035555556, + "TP": 15116.930666666663, + "n_pred": 17105.291999999998, + "n_ref": 17479.501777777776 + }, + "mean": { + "1": { + "Dice": 0.7465640611809808, + "FN": 1801.1533333333332, + "FP": 1370.9533333333334, + "IoU": 0.69102352896941, + "TN": 915694.46, + "TP": 15704.1, + "n_pred": 17075.053333333333, + "n_ref": 17505.253333333334 + }, + "10": { + "Dice": 0.6287355333133381, + "FN": 3116.4933333333333, + "FP": 2392.8199999999997, + "IoU": 0.519827818854162, + "TN": 919346.9333333332, + "TP": 9714.42, + "n_pred": 12107.240000000002, + "n_ref": 12830.913333333334 + }, + "11": { + "Dice": 0.6154898857422818, + "FN": 247.66666666666666, + "FP": 292.1866666666666, + "IoU": 0.48659332605790706, + "TN": 933334.3, + "TP": 696.5133333333333, + "n_pred": 988.7, + "n_ref": 944.18 + }, + "12": { + "Dice": 0.45443458158314726, + "FN": 336.58000000000004, + "FP": 267.58000000000004, + "IoU": 0.35954011991867063, + "TN": 933300.2933333333, + "TP": 666.2133333333334, + "n_pred": 933.7933333333334, + "n_ref": 1002.7933333333334 + }, + "13": { + "Dice": 0.5480890948269033, + "FN": 3751.62, + "FP": 2831.2, + "IoU": 0.4353800184142546, + "TN": 921482.0599999999, + "TP": 6505.786666666666, + "n_pred": 9336.986666666668, + "n_ref": 10257.406666666668 + }, + "14": { + "Dice": 0.6232447993391805, + "FN": 3058.4866666666667, + "FP": 2440.3866666666663, + "IoU": 0.5413794856921302, + "TN": 916934.4266666665, + "TP": 12137.366666666665, + "n_pred": 14577.753333333336, + "n_ref": 15195.853333333333 + }, + "15": { + "Dice": 0.5781706571968478, + "FN": 2359.4000000000005, + "FP": 1640.3799999999999, + "IoU": 0.4845713733368414, + "TN": 923594.9399999998, + "TP": 6975.946666666668, + "n_pred": 8616.326666666668, + "n_ref": 9335.346666666668 + }, + "2": { + "Dice": 0.7688178562935076, + "FN": 1654.4399999999998, + "FP": 1469.7733333333333, + "IoU": 0.7133906024650226, + "TN": 913734.8733333334, + "TP": 17711.579999999998, + "n_pred": 19181.353333333333, + "n_ref": 19366.019999999997 + }, + "3": { + "Dice": 0.7353847860764444, + "FN": 2268.7400000000002, + "FP": 1788.4066666666665, + "IoU": 0.6898238079587964, + "TN": 913395.9933333332, + "TP": 17117.52666666667, + "n_pred": 18905.93333333333, + "n_ref": 19386.266666666663 + }, + "4": { + "Dice": 0.5973231824023635, + "FN": 1499.4866666666667, + "FP": 989.28, + "IoU": 0.5215560044747954, + "TN": 926152.1533333333, + "TP": 5929.746666666666, + "n_pred": 6919.026666666667, + "n_ref": 7429.2333333333345 + }, + "5": { + "Dice": 0.6010616437393825, + "FN": 675.8666666666666, + "FP": 483.5333333333333, + "IoU": 0.4812349185009195, + "TN": 931830.8866666667, + "TP": 1580.3799999999999, + "n_pred": 2063.9133333333334, + "n_ref": 2256.246666666667 + }, + "6": { + "Dice": 0.8833479471396058, + "FN": 5428.333333333334, + "FP": 7023.706666666668, + "IoU": 0.831622443980843, + "TN": 838437.5666666667, + "TP": 83681.06, + "n_pred": 90704.76666666666, + "n_ref": 89109.39333333334 + }, + "7": { + "Dice": 0.6534922769354967, + "FN": 6608.126666666666, + "FP": 4374.32, + "IoU": 0.5724096202905732, + "TN": 899324.72, + "TP": 24263.5, + "n_pred": 28637.819999999996, + "n_ref": 30871.626666666667 + }, + "8": { + "Dice": 0.8867512059965529, + "FN": 1007.3333333333333, + "FP": 908.1266666666667, + "IoU": 0.82390531336076, + "TN": 919737.7666666668, + "TP": 12917.44, + "n_pred": 13825.56666666667, + "n_ref": 13924.773333333334 + }, + "9": { + "Dice": 0.7783542292699668, + "FN": 1624.84, + "FP": 1552.7666666666669, + "IoU": 0.686598580869935, + "TN": 920240.68, + "TP": 11152.380000000001, + "n_pred": 12705.146666666667, + "n_ref": 12777.220000000001 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_004/summary.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93480ce989243cfa135043ef848f58620d6e3e59 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8020806025497816, + "FN": 16948.346666666668, + "FP": 26070.862666666668, + "IoU": 0.7024514409322913, + "TN": 96244299.44666667, + "TP": 169642.184, + "n_pred": 195713.04666666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9005954767908324, + "FN": 10250.86, + "FP": 22779.82, + "IoU": 0.841095421486188, + "TN": 96239892.88, + "TP": 184037.28, + "n_pred": 206817.1, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7656072092667849, + "FN": 15981.34, + "FP": 15687.06, + "IoU": 0.6408144457051889, + "TN": 96367051.22, + "TP": 58241.22, + "n_pred": 73928.28, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7467781386106593, + "FN": 953.08, + "FP": 763.6, + "IoU": 0.6087185360666022, + "TN": 96452496.86, + "TP": 2747.3, + "n_pred": 3510.9, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7450297281125532, + "FN": 1185.64, + "FP": 833.06, + "IoU": 0.6049878730976522, + "TN": 96451891.12, + "TP": 3051.02, + "n_pred": 3884.08, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7021777923787232, + "FN": 16987.16, + "FP": 15871.92, + "IoU": 0.5638424086953359, + "TN": 96383230.78, + "TP": 40870.98, + "n_pred": 56742.9, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7382685909852147, + "FN": 24671.16, + "FP": 50047.7, + "IoU": 0.6289777111289339, + "TN": 96268555.0, + "TP": 113686.98, + "n_pred": 163734.68, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5871560799506091, + "FN": 10957.54, + "FP": 42583.9, + "IoU": 0.46069273370741787, + "TN": 96360329.9, + "TP": 43089.5, + "n_pred": 85673.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9060367024515835, + "FN": 18505.6, + "FP": 8066.16, + "IoU": 0.8436269593320759, + "TN": 96292052.98, + "TP": 138336.1, + "n_pred": 146402.26, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9160988554400593, + "FN": 8006.56, + "FP": 22576.7, + "IoU": 0.8524557375947647, + "TN": 96270981.56, + "TP": 155396.02, + "n_pred": 177972.72, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7166063781689482, + "FN": 4509.16, + "FP": 8544.98, + "IoU": 0.6220236724698228, + "TN": 96421838.36, + "TP": 22068.34, + "n_pred": 30613.32, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7497211691948743, + "FN": 5963.06, + "FP": 3278.16, + "IoU": 0.6170208162922751, + "TN": 96436530.52, + "TP": 11189.1, + "n_pred": 14467.26, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9429002656794327, + "FN": 60601.3, + "FP": 109628.84, + "IoU": 0.8954314970417504, + "TN": 94988108.38, + "TP": 1298622.32, + "n_pred": 1408251.16, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8070811800630742, + "FN": 57142.94, + "FP": 68701.56, + "IoU": 0.7016621539088529, + "TN": 96049334.62, + "TP": 281781.72, + "n_pred": 350483.28, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9256114501781897, + "FN": 9890.96, + "FP": 12518.56, + "IoU": 0.8638391964586107, + "TN": 96312073.1, + "TP": 122478.22, + "n_pred": 134996.78, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8815400209751845, + "FN": 8618.84, + "FP": 9180.92, + "IoU": 0.7915824509988968, + "TN": 96370124.42, + "TP": 69036.66, + "n_pred": 78217.58, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9333263669374853, + "FN": 3373, + "FP": 9388, + "IoU": 0.874987754462274, + "TN": 119491242, + "TP": 89317, + "n_pred": 98705, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7931859496130084, + "FN": 11848, + "FP": 21259, + "IoU": 0.6572561442739715, + "TN": 119496726, + "TP": 63487, + "n_pred": 84746, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7665861628072169, + "FN": 848, + "FP": 795, + "IoU": 0.6215157797742455, + "TN": 119588979, + "TP": 2698, + "n_pred": 3493, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7656199065522112, + "FN": 942, + "FP": 1215, + "IoU": 0.6202464788732395, + "TN": 119587640, + "TP": 3523, + "n_pred": 4738, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5790692188742214, + "FN": 19616, + "FP": 28565, + "IoU": 0.40752809817761493, + "TN": 119511998, + "TP": 33141, + "n_pred": 61706, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3874247705463241, + "FN": 184463, + "FP": 14831, + "IoU": 0.24025221488586285, + "TN": 119331004, + "TP": 63022, + "n_pred": 77853, + "n_ref": 247485 + }, + "15": { + "Dice": 0.00026303173774887257, + "FN": 32832, + "FP": 202819, + "IoU": 0.00013153316757325549, + "TN": 119357638, + "TP": 31, + "n_pred": 202850, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9252630864281349, + "FN": 4516, + "FP": 17500, + "IoU": 0.8609205422683799, + "TN": 119435022, + "TP": 136282, + "n_pred": 153782, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9423596985946746, + "FN": 7297, + "FP": 12653, + "IoU": 0.8910020706874792, + "TN": 119410289, + "TP": 163081, + "n_pred": 175734, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8338375123638175, + "FN": 19957, + "FP": 3058, + "IoU": 0.7150268690720883, + "TN": 119512558, + "TP": 57747, + "n_pred": 60805, + "n_ref": 77704 + }, + "5": { + "Dice": 0.07577037980408727, + "FN": 61081, + "FP": 16570, + "IoU": 0.03937699482890863, + "TN": 119512486, + "TP": 3183, + "n_pred": 19753, + "n_ref": 64264 + }, + "6": { + "Dice": 0.957677768008122, + "FN": 26864, + "FP": 75227, + "IoU": 0.918792421973001, + "TN": 118336159, + "TP": 1155070, + "n_pred": 1230297, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 218284, + "IoU": 0.0, + "TN": 119375036, + "TP": 0, + "n_pred": 218284, + "n_ref": 0 + }, + "8": { + "Dice": 0.8563955875604261, + "FN": 38306, + "FP": 44932, + "IoU": 0.7488564911476122, + "TN": 119261884, + "TP": 248198, + "n_pred": 293130, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8721933663244857, + "FN": 12556, + "FP": 6194, + "IoU": 0.7733536408471134, + "TN": 119510592, + "TP": 63978, + "n_pred": 70172, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573571530764019, + "FN": 11237, + "FP": 4560, + "IoU": 0.9182023891509556, + "TN": 72632537, + "TP": 177326, + "n_pred": 181886, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7027432876015314, + "FN": 11825, + "FP": 36080, + "IoU": 0.5417148979728501, + "TN": 72721129, + "TP": 56626, + "n_pred": 92706, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6927899686520376, + "FN": 479, + "FP": 1089, + "IoU": 0.5299760191846523, + "TN": 72822324, + "TP": 1768, + "n_pred": 2857, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7069186418962203, + "FN": 667, + "FP": 1163, + "IoU": 0.5466930889274213, + "TN": 72821623, + "TP": 2207, + "n_pred": 3370, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7590078845483577, + "FN": 9896, + "FP": 15687, + "IoU": 0.6116137847274935, + "TN": 72759790, + "TP": 40287, + "n_pred": 55974, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8531444106158422, + "FN": 3611, + "FP": 21616, + "IoU": 0.7438987249248762, + "TN": 72727156, + "TP": 73277, + "n_pred": 94893, + "n_ref": 76888 + }, + "15": { + "Dice": 0.503822629969419, + "FN": 11508, + "FP": 49498, + "IoU": 0.3367399080224834, + "TN": 72733681, + "TP": 30973, + "n_pred": 80471, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9601328161642633, + "FN": 6877, + "FP": 3833, + "IoU": 0.9233225464646754, + "TN": 72685984, + "TP": 128966, + "n_pred": 132799, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9641122251977331, + "FN": 3301, + "FP": 5919, + "IoU": 0.9307110757067921, + "TN": 72692594, + "TP": 123846, + "n_pred": 129765, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8664328068519739, + "FN": 2681, + "FP": 4820, + "IoU": 0.7643418158969526, + "TN": 72793830, + "TP": 24329, + "n_pred": 29149, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8128782679228801, + "FN": 2125, + "FP": 874, + "IoU": 0.6847471880584464, + "TN": 72816147, + "TP": 6514, + "n_pred": 7388, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9609399199108122, + "FN": 42865, + "FP": 51838, + "IoU": 0.9248165128510469, + "TN": 71566035, + "TP": 1164922, + "n_pred": 1216760, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9010747256830008, + "FN": 23029, + "FP": 24366, + "IoU": 0.8199599615570168, + "TN": 72562413, + "TP": 215852, + "n_pred": 240218, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9314883680705699, + "FN": 4340, + "FP": 3582, + "IoU": 0.8717624967624967, + "TN": 72763884, + "TP": 53854, + "n_pred": 57436, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8513869286722398, + "FN": 15248, + "FP": 6654, + "IoU": 0.7412304020605158, + "TN": 72741021, + "TP": 62737, + "n_pred": 69391, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625583699973393, + "FN": 10414, + "FP": 9006, + "IoU": 0.9278193029470687, + "TN": 71540441, + "TP": 249627, + "n_pred": 258633, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8466627974463146, + "FN": 17131, + "FP": 10610, + "IoU": 0.7340982286634461, + "TN": 71705160, + "TP": 76587, + "n_pred": 87197, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6990349819059107, + "FN": 1051, + "FP": 945, + "IoU": 0.5373203523412147, + "TN": 71805174, + "TP": 2318, + "n_pred": 3263, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6370695167625834, + "FN": 3022, + "FP": 951, + "IoU": 0.46742627345844506, + "TN": 71802028, + "TP": 3487, + "n_pred": 4438, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7911293096938219, + "FN": 16758, + "FP": 8135, + "IoU": 0.6544366705536121, + "TN": 71737452, + "TP": 47143, + "n_pred": 55278, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8341912513275992, + "FN": 143200, + "FP": 7453, + "IoU": 0.715547256166639, + "TN": 71279864, + "TP": 378971, + "n_pred": 386424, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6810530262664536, + "FN": 77130, + "FP": 19842, + "IoU": 0.5163611880002993, + "TN": 71608983, + "TP": 103533, + "n_pred": 123375, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9384014816140781, + "FN": 10574, + "FP": 7320, + "IoU": 0.883951385916443, + "TN": 71655294, + "TP": 136300, + "n_pred": 143620, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9375512755916313, + "FN": 7292, + "FP": 16381, + "IoU": 0.8824437867471794, + "TN": 71608112, + "TP": 177703, + "n_pred": 194084, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7071320182094082, + "FN": 927, + "FP": 9881, + "IoU": 0.5469483568075117, + "TN": 71785632, + "TP": 13048, + "n_pred": 22929, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8553762218686065, + "FN": 936, + "FP": 2245, + "IoU": 0.7472990149348586, + "TN": 71796900, + "TP": 9407, + "n_pred": 11652, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9610807433147289, + "FN": 37746, + "FP": 60289, + "IoU": 0.9250774178362136, + "TN": 70501004, + "TP": 1210449, + "n_pred": 1270738, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9367770512550095, + "FN": 13077, + "FP": 16897, + "IoU": 0.8810730170570195, + "TN": 71557451, + "TP": 222063, + "n_pred": 238960, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9363669834692693, + "FN": 6210, + "FP": 3987, + "IoU": 0.880347797517073, + "TN": 71724266, + "TP": 75025, + "n_pred": 79012, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8796878538208295, + "FN": 12403, + "FP": 8318, + "IoU": 0.7852167423347223, + "TN": 71713014, + "TP": 75753, + "n_pred": 84071, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971346805034759, + "FN": 5793, + "FP": 6502, + "IoU": 0.9442898829158661, + "TN": 135224814, + "TP": 208401, + "n_pred": 214903, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8287640501144717, + "FN": 13098, + "FP": 16670, + "IoU": 0.7075978586513433, + "TN": 135343705, + "TP": 72037, + "n_pred": 88707, + "n_ref": 85135 + }, + "11": { + "Dice": 0.716841961480672, + "FN": 923, + "FP": 1150, + "IoU": 0.5586544602938046, + "TN": 135440813, + "TP": 2624, + "n_pred": 3774, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7755503144654088, + "FN": 1562, + "FP": 722, + "IoU": 0.6333868378812199, + "TN": 135439280, + "TP": 3946, + "n_pred": 4668, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7305701886704881, + "FN": 9092, + "FP": 14128, + "IoU": 0.5755105025502276, + "TN": 135390809, + "TP": 31481, + "n_pred": 45609, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8933997441918696, + "FN": 11000, + "FP": 20504, + "IoU": 0.8073373736385374, + "TN": 135281991, + "TP": 132015, + "n_pred": 152519, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5805852752943476, + "FN": 15647, + "FP": 35863, + "IoU": 0.4090314586631789, + "TN": 135358348, + "TP": 35652, + "n_pred": 71515, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9584694512503403, + "FN": 12378, + "FP": 4708, + "IoU": 0.9202509253338437, + "TN": 135231263, + "TP": 197161, + "n_pred": 201869, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9428365035127578, + "FN": 19993, + "FP": 5092, + "IoU": 0.8918549558754424, + "TN": 135213553, + "TP": 206872, + "n_pred": 211964, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8637864400706406, + "FN": 3092, + "FP": 7552, + "IoU": 0.7602324690829635, + "TN": 135401117, + "TP": 33749, + "n_pred": 41301, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6423719300961854, + "FN": 11448, + "FP": 7031, + "IoU": 0.47315751960085534, + "TN": 135410435, + "TP": 16596, + "n_pred": 23627, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9649159261203133, + "FN": 46359, + "FP": 71157, + "IoU": 0.9322101947754156, + "TN": 133711975, + "TP": 1616019, + "n_pred": 1687176, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7642454306298251, + "FN": 21179, + "FP": 88511, + "IoU": 0.6184443493656973, + "TN": 135158029, + "TP": 177791, + "n_pred": 266302, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8932838421984988, + "FN": 41029, + "FP": 18369, + "IoU": 0.8071480983642751, + "TN": 135137512, + "TP": 248600, + "n_pred": 266969, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8565795482016707, + "FN": 18310, + "FP": 8387, + "IoU": 0.7491378581295045, + "TN": 135339089, + "TP": 79724, + "n_pred": 88111, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.871656317990256, + "FN": 17636, + "FP": 52621, + "IoU": 0.7725095925008499, + "TN": 105445170, + "TP": 238578, + "n_pred": 291199, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4395498344542931, + "FN": 30880, + "FP": 44616, + "IoU": 0.2816814302432898, + "TN": 105648904, + "TP": 29605, + "n_pred": 74221, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7235879151810847, + "FN": 541, + "FP": 932, + "IoU": 0.5668920905615995, + "TN": 105750604, + "TP": 1928, + "n_pred": 2860, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6959557053442466, + "FN": 1513, + "FP": 1013, + "IoU": 0.533690234447111, + "TN": 105748588, + "TP": 2891, + "n_pred": 3904, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6790051346138173, + "FN": 30915, + "FP": 16347, + "IoU": 0.5140104268424354, + "TN": 105656756, + "TP": 49987, + "n_pred": 66334, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9448292743901169, + "FN": 15490, + "FP": 5696, + "IoU": 0.8954278691194835, + "TN": 105551408, + "TP": 181411, + "n_pred": 187107, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8292682926829268, + "FN": 3520, + "FP": 6532, + "IoU": 0.7083333333333334, + "TN": 105719541, + "TP": 24412, + "n_pred": 30944, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9332487557333854, + "FN": 9445, + "FP": 11075, + "IoU": 0.8748513402250481, + "TN": 105590040, + "TP": 143445, + "n_pred": 154520, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9095420162288543, + "FN": 6128, + "FP": 26758, + "IoU": 0.8340917575598583, + "TN": 105555787, + "TP": 165332, + "n_pred": 192090, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5843014357554114, + "FN": 20811, + "FP": 7708, + "IoU": 0.4127301181994152, + "TN": 105705443, + "TP": 20043, + "n_pred": 27751, + "n_ref": 40854 + }, + "5": { + "Dice": 0.751477310736983, + "FN": 2255, + "FP": 4432, + "IoU": 0.601893195213431, + "TN": 105737208, + "TP": 10110, + "n_pred": 14542, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9385793869603573, + "FN": 92310, + "FP": 96719, + "IoU": 0.8842671561394507, + "TN": 104120683, + "TP": 1444293, + "n_pred": 1541012, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8452143586138842, + "FN": 18278, + "FP": 73326, + "IoU": 0.7319231624661993, + "TN": 105412297, + "TP": 250104, + "n_pred": 323430, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8675741568468103, + "FN": 3264, + "FP": 22808, + "IoU": 0.7661200617173203, + "TN": 105642529, + "TP": 85404, + "n_pred": 108212, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8271035786541077, + "FN": 12462, + "FP": 13603, + "IoU": 0.7051804094559438, + "TN": 105665595, + "TP": 62345, + "n_pred": 75948, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642936375881468, + "FN": 9846, + "FP": 8180, + "IoU": 0.931049255449771, + "TN": 96876447, + "TP": 243407, + "n_pred": 251587, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8381687393830086, + "FN": 12658, + "FP": 25925, + "IoU": 0.7214203712662185, + "TN": 96999381, + "TP": 99916, + "n_pred": 125841, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7951301427371956, + "FN": 720, + "FP": 744, + "IoU": 0.6599303135888501, + "TN": 97133575, + "TP": 2841, + "n_pred": 3585, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8284556506078343, + "FN": 838, + "FP": 686, + "IoU": 0.7071483474250576, + "TN": 97132676, + "TP": 3680, + "n_pred": 4366, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7402490394852567, + "FN": 9918, + "FP": 18139, + "IoU": 0.587615380092892, + "TN": 97069844, + "TP": 39979, + "n_pred": 58118, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9366143428866263, + "FN": 22124, + "FP": 10677, + "IoU": 0.8807851945540848, + "TN": 96862738, + "TP": 242341, + "n_pred": 253018, + "n_ref": 264465 + }, + "15": { + "Dice": 0.30007292870195107, + "FN": 4062, + "FP": 81355, + "IoU": 0.1765210600904297, + "TN": 97034153, + "TP": 18310, + "n_pred": 99665, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9414532771924752, + "FN": 7760, + "FP": 8439, + "IoU": 0.889382827330957, + "TN": 96991438, + "TP": 130243, + "n_pred": 138682, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9312005018427036, + "FN": 10018, + "FP": 11917, + "IoU": 0.8712583636577063, + "TN": 96967500, + "TP": 148445, + "n_pred": 160362, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9094915842443172, + "FN": 1289, + "FP": 3927, + "IoU": 0.8340069375934824, + "TN": 97106457, + "TP": 26207, + "n_pred": 30134, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8016848886548765, + "FN": 1691, + "FP": 4712, + "IoU": 0.669010080124063, + "TN": 97118535, + "TP": 12942, + "n_pred": 17654, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9533277394442499, + "FN": 37545, + "FP": 105684, + "IoU": 0.9108178131500902, + "TN": 95531853, + "TP": 1462798, + "n_pred": 1568482, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9322058268136183, + "FN": 11120, + "FP": 24243, + "IoU": 0.8730201477236411, + "TN": 96859387, + "TP": 243130, + "n_pred": 267373, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9294260659485164, + "FN": 6488, + "FP": 11974, + "IoU": 0.8681568235378133, + "TN": 96997850, + "TP": 121568, + "n_pred": 133542, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8232587024023533, + "FN": 5611, + "FP": 21426, + "IoU": 0.6996089149612248, + "TN": 97047874, + "TP": 62969, + "n_pred": 84395, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9463583101380041, + "FN": 3341, + "FP": 15950, + "IoU": 0.8981784977224624, + "TN": 130577333, + "TP": 170168, + "n_pred": 186118, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8169634382474658, + "FN": 12694, + "FP": 16232, + "IoU": 0.6905648267008986, + "TN": 130673312, + "TP": 64554, + "n_pred": 80786, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7590529247910863, + "FN": 779, + "FP": 1297, + "IoU": 0.611672278338945, + "TN": 130761446, + "TP": 3270, + "n_pred": 4567, + "n_ref": 4049 + }, + "12": { + "Dice": 0.80711984041737, + "FN": 698, + "FP": 559, + "IoU": 0.6766143555441214, + "TN": 130762905, + "TP": 2630, + "n_pred": 3189, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7853896415454807, + "FN": 16352, + "FP": 8249, + "IoU": 0.6466185934267984, + "TN": 130697176, + "TP": 45015, + "n_pred": 53264, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8723289099714082, + "FN": 5505, + "FP": 39550, + "IoU": 0.773566794152088, + "TN": 130567815, + "TP": 153922, + "n_pred": 193472, + "n_ref": 159427 + }, + "15": { + "Dice": 0.49085365853658536, + "FN": 2547, + "FP": 51895, + "IoU": 0.32525252525252524, + "TN": 130686107, + "TP": 26243, + "n_pred": 78138, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9493271766594927, + "FN": 11725, + "FP": 4780, + "IoU": 0.9035421451572371, + "TN": 130595681, + "TP": 154606, + "n_pred": 159386, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9461092613145887, + "FN": 4939, + "FP": 13415, + "IoU": 0.8977299321319916, + "TN": 130587326, + "TP": 161112, + "n_pred": 174527, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8653411434700107, + "FN": 3714, + "FP": 4447, + "IoU": 0.7626443300468254, + "TN": 130732409, + "TP": 26222, + "n_pred": 30669, + "n_ref": 29936 + }, + "5": { + "Dice": 0.724286777474572, + "FN": 9412, + "FP": 7259, + "IoU": 0.5677504667081519, + "TN": 130728224, + "TP": 21897, + "n_pred": 29156, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9652118949423507, + "FN": 29200, + "FP": 65079, + "IoU": 0.9327628431606078, + "TN": 129364606, + "TP": 1307907, + "n_pred": 1372986, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8798785101731965, + "FN": 26942, + "FP": 87356, + "IoU": 0.7855206048312189, + "TN": 130233883, + "TP": 418611, + "n_pred": 505967, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8780945600466005, + "FN": 13146, + "FP": 47126, + "IoU": 0.7826814353294104, + "TN": 130489448, + "TP": 217072, + "n_pred": 264198, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8926347412609673, + "FN": 12296, + "FP": 9290, + "IoU": 0.8060888078405304, + "TN": 130655473, + "TP": 89733, + "n_pred": 99023, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8368366689325788, + "FN": 11262, + "FP": 62666, + "IoU": 0.7194489772684148, + "TN": 71972498, + "TP": 189582, + "n_pred": 252248, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5237075498450136, + "FN": 35884, + "FP": 12825, + "IoU": 0.35474512505298855, + "TN": 72160520, + "TP": 26779, + "n_pred": 39604, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7004664368282296, + "FN": 960, + "FP": 517, + "IoU": 0.5390137328339576, + "TN": 72232804, + "TP": 1727, + "n_pred": 2244, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6629849137931034, + "FN": 1610, + "FP": 892, + "IoU": 0.49586943381019544, + "TN": 72231045, + "TP": 2461, + "n_pred": 3353, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6068111020683075, + "FN": 27193, + "FP": 28849, + "IoU": 0.4355555107919466, + "TN": 72136721, + "TP": 43245, + "n_pred": 72094, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1647627306004382, + "FN": 11617, + "FP": 619292, + "IoU": 0.08977734560411578, + "TN": 71542871, + "TP": 62228, + "n_pred": 681520, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3129480850514632, + "FN": 4068, + "FP": 102401, + "IoU": 0.1854999732245997, + "TN": 72105291, + "TP": 24248, + "n_pred": 126649, + "n_ref": 28316 + }, + "2": { + "Dice": 0.4155278793418647, + "FN": 90928, + "FP": 11378, + "IoU": 0.26225004146445235, + "TN": 72097335, + "TP": 36367, + "n_pred": 47745, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7446279248222445, + "FN": 7648, + "FP": 102507, + "IoU": 0.5931531691246265, + "TN": 71965255, + "TP": 160598, + "n_pred": 263105, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 47389, + "IoU": 0.0, + "TN": 72188619, + "TP": 0, + "n_pred": 47389, + "n_ref": 0 + }, + "5": { + "Dice": 0.8212423429352503, + "FN": 116, + "FP": 3415, + "IoU": 0.6967015976636317, + "TN": 72224366, + "TP": 8111, + "n_pred": 11526, + "n_ref": 8227 + }, + "6": { + "Dice": 0.852017886103693, + "FN": 166373, + "FP": 300985, + "IoU": 0.7421874224258626, + "TN": 70423226, + "TP": 1345424, + "n_pred": 1646409, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6148286404544592, + "FN": 78534, + "FP": 248141, + "IoU": 0.4438646787038519, + "TN": 71648606, + "TP": 260727, + "n_pred": 508868, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9298200343564071, + "FN": 4520, + "FP": 4999, + "IoU": 0.8688445534459478, + "TN": 72163430, + "TP": 63059, + "n_pred": 68058, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7463437715072264, + "FN": 14918, + "FP": 8670, + "IoU": 0.5953336764453594, + "TN": 72177718, + "TP": 34702, + "n_pred": 43372, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8327035310912374, + "FN": 9662, + "FP": 22214, + "IoU": 0.7133607898854378, + "TN": 52441914, + "TP": 79330, + "n_pred": 101544, + "n_ref": 88992 + }, + "10": { + "Dice": 0.44149200538227484, + "FN": 28974, + "FP": 17099, + "IoU": 0.2832786273198202, + "TN": 52488837, + "TP": 18210, + "n_pred": 35309, + "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": 0.20969855832241152, + "FN": 3506, + "FP": 715, + "IoU": 0.1171303074670571, + "TN": 52548339, + "TP": 560, + "n_pred": 1275, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4612366897067065, + "FN": 9270, + "FP": 19570, + "IoU": 0.29974505281048924, + "TN": 52511935, + "TP": 12345, + "n_pred": 31915, + "n_ref": 21615 + }, + "14": { + "Dice": 0.42584481758849146, + "FN": 38579, + "FP": 7958, + "IoU": 0.27052276824202526, + "TN": 52489325, + "TP": 17258, + "n_pred": 25216, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1721581994265, + "FN": 17314, + "FP": 59191, + "IoU": 0.09418659720577788, + "TN": 52468660, + "TP": 7955, + "n_pred": 67146, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6432559766763848, + "FN": 66127, + "FP": 10350, + "IoU": 0.4741174205437817, + "TN": 52407694, + "TP": 68949, + "n_pred": 79299, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8141074247641304, + "FN": 12108, + "FP": 47710, + "IoU": 0.6864933989507502, + "TN": 52362317, + "TP": 130985, + "n_pred": 178695, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1947, + "IoU": 0.0, + "TN": 52549293, + "TP": 0, + "n_pred": 1947, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8017461383478844, + "FN": 313, + "FP": 2639, + "IoU": 0.6690953928931734, + "TN": 52544199, + "TP": 5969, + "n_pred": 8608, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9354328946452469, + "FN": 53905, + "FP": 45340, + "IoU": 0.8786979138656797, + "TN": 51734956, + "TP": 718919, + "n_pred": 764259, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6244052197482027, + "FN": 99303, + "FP": 13496, + "IoU": 0.4539165375677769, + "TN": 52346560, + "TP": 93761, + "n_pred": 107257, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9036894642164297, + "FN": 8291, + "FP": 2631, + "IoU": 0.8243006289915222, + "TN": 52490957, + "TP": 51241, + "n_pred": 53872, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8598024586086833, + "FN": 11540, + "FP": 10163, + "IoU": 0.7540820142091487, + "TN": 52464867, + "TP": 66550, + "n_pred": 76713, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9025299281465435, + "FN": 14000, + "FP": 46202, + "IoU": 0.8223731574040197, + "TN": 143798326, + "TP": 278722, + "n_pred": 324924, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7638954657634219, + "FN": 29719, + "FP": 12662, + "IoU": 0.6179861367754031, + "TN": 144026309, + "TP": 68560, + "n_pred": 81222, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6982413372801671, + "FN": 2609, + "FP": 857, + "IoU": 0.5363830925628679, + "TN": 144129774, + "TP": 4010, + "n_pred": 4867, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6600281822451856, + "FN": 2133, + "FP": 1486, + "IoU": 0.4925687044307347, + "TN": 144130118, + "TP": 3513, + "n_pred": 4999, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7962945495524566, + "FN": 24101, + "FP": 16932, + "IoU": 0.6615360504153159, + "TN": 144016017, + "TP": 80200, + "n_pred": 97132, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9566099580509921, + "FN": 22080, + "FP": 13119, + "IoU": 0.9168287213706638, + "TN": 143714039, + "TP": 388012, + "n_pred": 401131, + "n_ref": 410092 + }, + "15": { + "Dice": 0.4376162926660634, + "FN": 1146, + "FP": 54165, + "IoU": 0.28009527404302953, + "TN": 144060419, + "TP": 21520, + "n_pred": 75685, + "n_ref": 22666 + }, + "2": { + "Dice": 0.960488022875164, + "FN": 5858, + "FP": 5017, + "IoU": 0.9239797558963748, + "TN": 143994196, + "TP": 132179, + "n_pred": 137196, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9605282549957376, + "FN": 8004, + "FP": 5655, + "IoU": 0.9240542223606076, + "TN": 143957398, + "TP": 166193, + "n_pred": 171848, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9267338391848131, + "FN": 2377, + "FP": 5338, + "IoU": 0.8634706590217315, + "TN": 144080742, + "TP": 48793, + "n_pred": 54131, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7804935173567545, + "FN": 8805, + "FP": 4316, + "IoU": 0.6400076821773486, + "TN": 144100802, + "TP": 23327, + "n_pred": 27643, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8965643172082262, + "FN": 35343, + "FP": 269980, + "IoU": 0.8125206853378641, + "TN": 142508681, + "TP": 1323246, + "n_pred": 1593226, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8992153210833331, + "FN": 16831, + "FP": 35226, + "IoU": 0.8168857527780025, + "TN": 143852963, + "TP": 232230, + "n_pred": 267456, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8972063518736347, + "FN": 15546, + "FP": 33392, + "IoU": 0.8135759154924213, + "TN": 143874741, + "TP": 213571, + "n_pred": 246963, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8849847474861597, + "FN": 8297, + "FP": 14099, + "IoU": 0.7936974364170636, + "TN": 144028691, + "TP": 86163, + "n_pred": 100262, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644604765671022, + "FN": 8539, + "FP": 6604, + "IoU": 0.9313603727744134, + "TN": 111558304, + "TP": 205473, + "n_pred": 212077, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6547821868195101, + "FN": 16985, + "FP": 13612, + "IoU": 0.4867480793102291, + "TN": 111719306, + "TP": 29017, + "n_pred": 42629, + "n_ref": 46002 + }, + "11": { + "Dice": 0.718964204112719, + "FN": 1435, + "FP": 410, + "IoU": 0.5612366230677764, + "TN": 111774715, + "TP": 2360, + "n_pred": 2770, + "n_ref": 3795 + }, + "12": { + "Dice": 0.680281309169597, + "FN": 2145, + "FP": 219, + "IoU": 0.5154744824759172, + "TN": 111774041, + "TP": 2515, + "n_pred": 2734, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7579749517316794, + "FN": 8581, + "FP": 19749, + "IoU": 0.61027348263908, + "TN": 111706228, + "TP": 44362, + "n_pred": 64111, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6592393178997784, + "FN": 8839, + "FP": 77108, + "IoU": 0.4916905206879421, + "TN": 111609836, + "TP": 83137, + "n_pred": 160245, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3917661286082339, + "FN": 3281, + "FP": 19855, + "IoU": 0.24360022231667047, + "TN": 111748333, + "TP": 7451, + "n_pred": 27306, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9322970377110504, + "FN": 21882, + "FP": 4904, + "IoU": 0.8731801546306335, + "TN": 111567707, + "TP": 184427, + "n_pred": 189331, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8471231106366242, + "FN": 3134, + "FP": 18632, + "IoU": 0.7347906081319833, + "TN": 111696849, + "TP": 60305, + "n_pred": 78937, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8799528724739389, + "FN": 1501, + "FP": 3186, + "IoU": 0.7856391493254059, + "TN": 111757055, + "TP": 17178, + "n_pred": 20364, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6277349700836774, + "FN": 12200, + "FP": 4661, + "IoU": 0.4574444122663063, + "TN": 111747843, + "TP": 14216, + "n_pred": 18877, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9711237988018174, + "FN": 27120, + "FP": 44698, + "IoU": 0.9438684631551304, + "TN": 110499461, + "TP": 1207641, + "n_pred": 1252339, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.847535699748295, + "FN": 34341, + "FP": 39073, + "IoU": 0.7354116735444111, + "TN": 111501455, + "TP": 204051, + "n_pred": 243124, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8471415765401638, + "FN": 36737, + "FP": 50058, + "IoU": 0.7348183951311319, + "TN": 111451616, + "TP": 240509, + "n_pred": 290567, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8532448048009704, + "FN": 13515, + "FP": 9472, + "IoU": 0.7440513968222155, + "TN": 111689109, + "TP": 66824, + "n_pred": 76296, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8280099488889496, + "FN": 13932, + "FP": 48994, + "IoU": 0.7064991277903712, + "TN": 198873477, + "TP": 151472, + "n_pred": 200466, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7354745072334847, + "FN": 16000, + "FP": 17900, + "IoU": 0.5816209411677589, + "TN": 199006848, + "TP": 47127, + "n_pred": 65027, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7607852356882567, + "FN": 1199, + "FP": 836, + "IoU": 0.6139252513754506, + "TN": 199082604, + "TP": 3236, + "n_pred": 4072, + "n_ref": 4435 + }, + "12": { + "Dice": 0.727353595255745, + "FN": 882, + "FP": 957, + "IoU": 0.5715284249767009, + "TN": 199083583, + "TP": 2453, + "n_pred": 3410, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4567680748860697, + "FN": 20760, + "FP": 14524, + "IoU": 0.2959814836984716, + "TN": 199037757, + "TP": 14834, + "n_pred": 29358, + "n_ref": 35594 + }, + "14": { + "Dice": 0.676107447891313, + "FN": 16392, + "FP": 12884, + "IoU": 0.5106966171948122, + "TN": 199028043, + "TP": 30556, + "n_pred": 43440, + "n_ref": 46948 + }, + "15": { + "Dice": 0.813325097796994, + "FN": 39808, + "FP": 5526, + "IoU": 0.6853815617799739, + "TN": 198943783, + "TP": 98758, + "n_pred": 104284, + "n_ref": 138566 + }, + "2": { + "Dice": 0.93665960806028, + "FN": 4400, + "FP": 12530, + "IoU": 0.8808652574098573, + "TN": 198945767, + "TP": 125178, + "n_pred": 137708, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9514961207687245, + "FN": 6564, + "FP": 6921, + "IoU": 0.9074798287502058, + "TN": 198942123, + "TP": 132267, + "n_pred": 139188, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7980190831777639, + "FN": 1731, + "FP": 6059, + "IoU": 0.6639199275206006, + "TN": 199064696, + "TP": 15389, + "n_pred": 21448, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6884284992420414, + "FN": 6444, + "FP": 5888, + "IoU": 0.524888272461088, + "TN": 199061919, + "TP": 13624, + "n_pred": 19512, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9466779467294197, + "FN": 79091, + "FP": 42112, + "IoU": 0.8987545108259823, + "TN": 197890755, + "TP": 1075917, + "n_pred": 1118029, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8265981330497459, + "FN": 16266, + "FP": 42434, + "IoU": 0.7044458989980363, + "TN": 198889265, + "TP": 139910, + "n_pred": 182344, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8956616338102459, + "FN": 9679, + "FP": 15641, + "IoU": 0.811039135496582, + "TN": 198953879, + "TP": 108676, + "n_pred": 124317, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9124244084874006, + "FN": 8495, + "FP": 9723, + "IoU": 0.8389526352080056, + "TN": 198974753, + "TP": 94904, + "n_pred": 104627, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8961463602503096, + "FN": 11024, + "FP": 29155, + "IoU": 0.8118344026600478, + "TN": 130861662, + "TP": 173351, + "n_pred": 202506, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7745007955895207, + "FN": 13603, + "FP": 26645, + "IoU": 0.631988003584295, + "TN": 130965826, + "TP": 69118, + "n_pred": 95763, + "n_ref": 82721 + }, + "11": { + "Dice": 0.720332141621497, + "FN": 948, + "FP": 1477, + "IoU": 0.5629055515501081, + "TN": 131069644, + "TP": 3123, + "n_pred": 4600, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7636589403973509, + "FN": 945, + "FP": 1339, + "IoU": 0.6176765985939069, + "TN": 131069218, + "TP": 3690, + "n_pred": 5029, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6113089167605995, + "FN": 38908, + "FP": 26265, + "IoU": 0.44020511410975494, + "TN": 130958769, + "TP": 51250, + "n_pred": 77515, + "n_ref": 90158 + }, + "14": { + "Dice": 0.27530691302530974, + "FN": 7860, + "FP": 248806, + "IoU": 0.15962661131101863, + "TN": 130769773, + "TP": 48753, + "n_pred": 297559, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4282497506996494, + "FN": 953, + "FP": 70143, + "IoU": 0.2724667935572338, + "TN": 130977470, + "TP": 26626, + "n_pred": 96769, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9255447238945085, + "FN": 8823, + "FP": 15541, + "IoU": 0.8614083289248394, + "TN": 130899395, + "TP": 151433, + "n_pred": 166974, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7851071539270855, + "FN": 10231, + "FP": 88217, + "IoU": 0.6462357206768552, + "TN": 130796905, + "TP": 179839, + "n_pred": 268056, + "n_ref": 190070 + }, + "4": { + "Dice": 0.9149892100329006, + "FN": 8420, + "FP": 3595, + "IoU": 0.8432996413433322, + "TN": 130998517, + "TP": 64660, + "n_pred": 68255, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7981910684002261, + "FN": 3403, + "FP": 2309, + "IoU": 0.6641580432737535, + "TN": 131058184, + "TP": 11296, + "n_pred": 13605, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8856207610276837, + "FN": 39709, + "FP": 329213, + "IoU": 0.794721159597702, + "TN": 129278017, + "TP": 1428253, + "n_pred": 1757466, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7008467525090625, + "FN": 93625, + "FP": 489912, + "IoU": 0.5394642655611352, + "TN": 129808109, + "TP": 683546, + "n_pred": 1173458, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9219137455048094, + "FN": 6800, + "FP": 13763, + "IoU": 0.8551391334977104, + "TN": 130933242, + "TP": 121387, + "n_pred": 135150, + "n_ref": 128187 + }, + "9": { + "Dice": 0.752363542214237, + "FN": 17596, + "FP": 13967, + "IoU": 0.6030310652748082, + "TN": 130995682, + "TP": 47947, + "n_pred": 61914, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8060201372175313, + "FN": 4719, + "FP": 96754, + "IoU": 0.6750701266763157, + "TN": 101304908, + "TP": 210819, + "n_pred": 307573, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8380461656728512, + "FN": 5487, + "FP": 10103, + "IoU": 0.7212387798161857, + "TN": 101561274, + "TP": 40336, + "n_pred": 50439, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8528384715155143, + "FN": 685, + "FP": 790, + "IoU": 0.7434336406331536, + "TN": 101611451, + "TP": 4274, + "n_pred": 5064, + "n_ref": 4959 + }, + "12": { + "Dice": 0.811687051058047, + "FN": 1309, + "FP": 631, + "IoU": 0.6830583238033001, + "TN": 101611079, + "TP": 4181, + "n_pred": 4812, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8336104301831933, + "FN": 6184, + "FP": 15333, + "IoU": 0.7146929737327128, + "TN": 101541783, + "TP": 53900, + "n_pred": 69233, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9226797880393641, + "FN": 827, + "FP": 9387, + "IoU": 0.8564582542827831, + "TN": 101546043, + "TP": 60943, + "n_pred": 70330, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8367945137295025, + "FN": 3005, + "FP": 8799, + "IoU": 0.719386663496969, + "TN": 101575135, + "TP": 30261, + "n_pred": 39060, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7443990235306014, + "FN": 69275, + "FP": 1505, + "IoU": 0.5928627306612673, + "TN": 101443352, + "TP": 103068, + "n_pred": 104573, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8278221822201787, + "FN": 3739, + "FP": 66659, + "IoU": 0.7062257702403258, + "TN": 101377567, + "TP": 169235, + "n_pred": 235894, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2910213190256873, + "FN": 890, + "FP": 73769, + "IoU": 0.1702896134782512, + "TN": 101527218, + "TP": 15323, + "n_pred": 89092, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7910122091376984, + "FN": 6626, + "FP": 5921, + "IoU": 0.654276424556376, + "TN": 101580908, + "TP": 23745, + "n_pred": 29666, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8926460097014709, + "FN": 211130, + "FP": 106988, + "IoU": 0.8061071866105114, + "TN": 99976510, + "TP": 1322572, + "n_pred": 1429560, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9196961093145722, + "FN": 43176, + "FP": 23997, + "IoU": 0.8513309238672152, + "TN": 101165371, + "TP": 384656, + "n_pred": 408653, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9457360225294283, + "FN": 18193, + "FP": 6336, + "IoU": 0.8970580829276481, + "TN": 101378920, + "TP": 213751, + "n_pred": 220087, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9256192409246852, + "FN": 3700, + "FP": 8723, + "IoU": 0.8615374327080617, + "TN": 101527479, + "TP": 77298, + "n_pred": 86021, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604400114153905, + "FN": 7981, + "FP": 8792, + "IoU": 0.9238908980356746, + "TN": 118961831, + "TP": 203608, + "n_pred": 212400, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8477311440976447, + "FN": 14558, + "FP": 9220, + "IoU": 0.7357060288102436, + "TN": 119092244, + "TP": 66190, + "n_pred": 75410, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7074303405572755, + "FN": 1296, + "FP": 972, + "IoU": 0.5473053892215569, + "TN": 119177202, + "TP": 2742, + "n_pred": 3714, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6751269035532995, + "FN": 1209, + "FP": 1607, + "IoU": 0.5095785440613027, + "TN": 119176470, + "TP": 2926, + "n_pred": 4533, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7855601281518519, + "FN": 3774, + "FP": 12223, + "IoU": 0.6468497505408627, + "TN": 119136914, + "TP": 29301, + "n_pred": 41524, + "n_ref": 33075 + }, + "14": { + "Dice": 0.36062330300075074, + "FN": 40167, + "FP": 50964, + "IoU": 0.21997586257072183, + "TN": 119065381, + "TP": 25700, + "n_pred": 76664, + "n_ref": 65867 + }, + "15": { + "Dice": 0.1565874195146112, + "FN": 8074, + "FP": 128154, + "IoU": 0.0849443153270551, + "TN": 119033338, + "TP": 12646, + "n_pred": 140800, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9460551187895933, + "FN": 12561, + "FP": 8072, + "IoU": 0.8976324432669505, + "TN": 118980654, + "TP": 180925, + "n_pred": 188997, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9207861499599532, + "FN": 10184, + "FP": 21959, + "IoU": 0.8532008275521902, + "TN": 118963253, + "TP": 186816, + "n_pred": 208775, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8713279782415784, + "FN": 5534, + "FP": 5631, + "IoU": 0.7719939552360725, + "TN": 119133244, + "TP": 37803, + "n_pred": 43434, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8913526762811378, + "FN": 2085, + "FP": 1727, + "IoU": 0.8040002056661011, + "TN": 119162763, + "TP": 15637, + "n_pred": 17364, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9579255851743805, + "FN": 51764, + "FP": 96443, + "IoU": 0.9192487326681749, + "TN": 117346860, + "TP": 1687145, + "n_pred": 1783588, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9002262989363298, + "FN": 21550, + "FP": 39646, + "IoU": 0.8185559429777746, + "TN": 118844940, + "TP": 276076, + "n_pred": 315722, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9632584984221073, + "FN": 1887, + "FP": 4237, + "IoU": 0.9291211907269592, + "TN": 119095811, + "TP": 80277, + "n_pred": 84514, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9359555456140144, + "FN": 6020, + "FP": 4860, + "IoU": 0.8796207167435633, + "TN": 119091831, + "TP": 79501, + "n_pred": 84361, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91153, + "IoU": 0.0, + "TN": 61241327, + "TP": 0, + "n_pred": 91153, + "n_ref": 0 + }, + "10": { + "Dice": 0.7377033888141149, + "FN": 6749, + "FP": 12934, + "IoU": 0.5844136649634728, + "TN": 61285118, + "TP": 27679, + "n_pred": 40613, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8527002967359051, + "FN": 272, + "FP": 969, + "IoU": 0.7432236705979722, + "TN": 61327647, + "TP": 3592, + "n_pred": 4561, + "n_ref": 3864 + }, + "12": { + "Dice": 0.701957540667218, + "FN": 1031, + "FP": 2212, + "IoU": 0.5407816482582838, + "TN": 61325418, + "TP": 3819, + "n_pred": 6031, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6009145446155137, + "FN": 16886, + "FP": 30679, + "IoU": 0.42950524737631185, + "TN": 61249105, + "TP": 35810, + "n_pred": 66489, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9546803475112585, + "FN": 13219, + "FP": 11215, + "IoU": 0.9132903463914746, + "TN": 61050689, + "TP": 257357, + "n_pred": 268572, + "n_ref": 270576 + }, + "15": { + "Dice": 0.704727704464946, + "FN": 25813, + "FP": 34869, + "IoU": 0.5440768762631765, + "TN": 61199383, + "TP": 72415, + "n_pred": 107284, + "n_ref": 98228 + }, + "2": { + "Dice": 0.938814997052869, + "FN": 14408, + "FP": 4692, + "IoU": 0.8846855114288129, + "TN": 61166846, + "TP": 146534, + "n_pred": 151226, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9403388276667931, + "FN": 3508, + "FP": 12371, + "IoU": 0.8873957565098995, + "TN": 61191464, + "TP": 125137, + "n_pred": 137508, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9372366832912027, + "FN": 1034, + "FP": 4478, + "IoU": 0.8818865579531575, + "TN": 61285813, + "TP": 41155, + "n_pred": 45633, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7484778401850191, + "FN": 643, + "FP": 4686, + "IoU": 0.5980540051289788, + "TN": 61319222, + "TP": 7929, + "n_pred": 12615, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9565171746863657, + "FN": 21630, + "FP": 86060, + "IoU": 0.916658282707116, + "TN": 60040330, + "TP": 1184460, + "n_pred": 1270520, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5685360906832693, + "FN": 105696, + "FP": 43855, + "IoU": 0.39717109665352585, + "TN": 61084398, + "TP": 98531, + "n_pred": 142386, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9434886513607667, + "FN": 2859, + "FP": 6647, + "IoU": 0.8930227323880261, + "TN": 61243620, + "TP": 79354, + "n_pred": 86001, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8575746704424887, + "FN": 7199, + "FP": 11460, + "IoU": 0.7506614640404095, + "TN": 61257646, + "TP": 56175, + "n_pred": 67635, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775039201145749, + "FN": 4477, + "FP": 3471, + "IoU": 0.955997719056398, + "TN": 148926873, + "TP": 172679, + "n_pred": 176150, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8572611890447562, + "FN": 8636, + "FP": 12732, + "IoU": 0.7501812144878061, + "TN": 149021966, + "TP": 64166, + "n_pred": 76898, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8478179783662813, + "FN": 331, + "FP": 485, + "IoU": 0.7358368404014244, + "TN": 149104411, + "TP": 2273, + "n_pred": 2758, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6723521320495186, + "FN": 875, + "FP": 316, + "IoU": 0.5064235391628678, + "TN": 149105087, + "TP": 1222, + "n_pred": 1538, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7309909398748121, + "FN": 23815, + "FP": 20752, + "IoU": 0.5760328770250859, + "TN": 149002381, + "TP": 60552, + "n_pred": 81304, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8544082635742263, + "FN": 4064, + "FP": 26268, + "IoU": 0.7458226490354802, + "TN": 148988166, + "TP": 89002, + "n_pred": 115270, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7668561066761018, + "FN": 3365, + "FP": 17721, + "IoU": 0.6218707409798436, + "TN": 149051736, + "TP": 34678, + "n_pred": 52399, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9184189751686522, + "FN": 3437, + "FP": 23845, + "IoU": 0.8491448667120084, + "TN": 148926651, + "TP": 153567, + "n_pred": 177412, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7570293398533008, + "FN": 17977, + "FP": 9053, + "IoU": 0.6090484386525694, + "TN": 149038361, + "TP": 42109, + "n_pred": 51162, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9241647917415061, + "FN": 1393, + "FP": 2618, + "IoU": 0.8590207725563249, + "TN": 149079049, + "TP": 24440, + "n_pred": 27058, + "n_ref": 25833 + }, + "5": { + "Dice": 0.4402571887837114, + "FN": 23856, + "FP": 1216, + "IoU": 0.2822626817817474, + "TN": 149072568, + "TP": 9860, + "n_pred": 11076, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9742368000719894, + "FN": 23412, + "FP": 33848, + "IoU": 0.9497677438032117, + "TN": 147967595, + "TP": 1082645, + "n_pred": 1116493, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9300545454545455, + "FN": 19368, + "FP": 19102, + "IoU": 0.8692541675871327, + "TN": 148813265, + "TP": 255765, + "n_pred": 274867, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9356369999322793, + "FN": 14917, + "FP": 14546, + "IoU": 0.8790581783402364, + "TN": 148863887, + "TP": 214150, + "n_pred": 228696, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9045176870016378, + "FN": 11825, + "FP": 4149, + "IoU": 0.8256798638089834, + "TN": 149015864, + "TP": 75662, + "n_pred": 79811, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8860433890756227, + "FN": 68683, + "FP": 46148, + "IoU": 0.7954020653823951, + "TN": 100151548, + "TP": 446421, + "n_pred": 492569, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5262649918387623, + "FN": 19932, + "FP": 13445, + "IoU": 0.35709607828029893, + "TN": 100660884, + "TP": 18539, + "n_pred": 31984, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5408322681437295, + "FN": 1577, + "FP": 1656, + "IoU": 0.3706443449484135, + "TN": 100707663, + "TP": 1904, + "n_pred": 3560, + "n_ref": 3481 + }, + "12": { + "Dice": 0.719667539976511, + "FN": 1890, + "FP": 1213, + "IoU": 0.5620942703923228, + "TN": 100705714, + "TP": 3983, + "n_pred": 5196, + "n_ref": 5873 + }, + "13": { + "Dice": 0.05441377218261793, + "FN": 37720, + "FP": 12154, + "IoU": 0.027967802919565767, + "TN": 100661491, + "TP": 1435, + "n_pred": 13589, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5950989039957012, + "FN": 7157, + "FP": 192522, + "IoU": 0.42358775695188167, + "TN": 100366383, + "TP": 146738, + "n_pred": 339260, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8082547347103016, + "FN": 3873, + "FP": 39490, + "IoU": 0.6782109887500372, + "TN": 100578044, + "TP": 91393, + "n_pred": 130883, + "n_ref": 95266 + }, + "2": { + "Dice": 0.48487983040890864, + "FN": 157218, + "FP": 4130, + "IoU": 0.3200273088172079, + "TN": 100475514, + "TP": 75938, + "n_pred": 80068, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6981416996844334, + "FN": 10122, + "FP": 174781, + "IoU": 0.536265505635449, + "TN": 100314074, + "TP": 213823, + "n_pred": 388604, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5472641858438024, + "FN": 3657, + "FP": 85680, + "IoU": 0.37671280663075934, + "TN": 100569468, + "TP": 53995, + "n_pred": 139675, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7087014914822931, + "FN": 6447, + "FP": 1795, + "IoU": 0.5488285526603898, + "TN": 100694532, + "TP": 10026, + "n_pred": 11821, + "n_ref": 16473 + }, + "6": { + "Dice": 0.7687898541205178, + "FN": 550671, + "FP": 368055, + "IoU": 0.6244180627437513, + "TN": 98266660, + "TP": 1527414, + "n_pred": 1895469, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6662165305343598, + "FN": 24788, + "FP": 123021, + "IoU": 0.49949376775622295, + "TN": 100417481, + "TP": 147510, + "n_pred": 270531, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9409660929685202, + "FN": 3653, + "FP": 9189, + "IoU": 0.8885136601585221, + "TN": 100597611, + "TP": 102347, + "n_pred": 111536, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8089204870626882, + "FN": 14928, + "FP": 26139, + "IoU": 0.6791490226104349, + "TN": 100584806, + "TP": 86927, + "n_pred": 113066, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499575076055228, + "FN": 706, + "FP": 7420, + "IoU": 0.9046848241724729, + "TN": 78865446, + "TP": 77128, + "n_pred": 84548, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6225420733357747, + "FN": 19394, + "FP": 4313, + "IoU": 0.45194997341470744, + "TN": 78907443, + "TP": 19550, + "n_pred": 23863, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6420637764242207, + "FN": 472, + "FP": 527, + "IoU": 0.47282321899736146, + "TN": 78948805, + "TP": 896, + "n_pred": 1423, + "n_ref": 1368 + }, + "12": { + "Dice": 0.4829010787238926, + "FN": 1508, + "FP": 745, + "IoU": 0.3183055975794251, + "TN": 78947395, + "TP": 1052, + "n_pred": 1797, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4236020980596166, + "FN": 39659, + "FP": 14078, + "IoU": 0.2687152130424724, + "TN": 78877217, + "TP": 19746, + "n_pred": 33824, + "n_ref": 59405 + }, + "14": { + "Dice": 0.35158509818742095, + "FN": 15175, + "FP": 29434, + "IoU": 0.213286774950179, + "TN": 78893997, + "TP": 12094, + "n_pred": 41528, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9109625490587374, + "FN": 4341, + "FP": 6367, + "IoU": 0.836484134013377, + "TN": 78885214, + "TP": 54778, + "n_pred": 61145, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8905419079811397, + "FN": 17395, + "FP": 2941, + "IoU": 0.8026818808096098, + "TN": 78847638, + "TP": 82726, + "n_pred": 85667, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9161384690394929, + "FN": 2001, + "FP": 13135, + "IoU": 0.8452541610436347, + "TN": 78852888, + "TP": 82676, + "n_pred": 95811, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7975098450727475, + "FN": 218, + "FP": 8369, + "IoU": 0.6632152802290465, + "TN": 78925203, + "TP": 16910, + "n_pred": 25279, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5046021681325424, + "FN": 22463, + "FP": 1757, + "IoU": 0.3374367391601696, + "TN": 78914145, + "TP": 12335, + "n_pred": 14092, + "n_ref": 34798 + }, + "6": { + "Dice": 0.955185308428197, + "FN": 31079, + "FP": 32354, + "IoU": 0.9142150432353044, + "TN": 78211258, + "TP": 676009, + "n_pred": 708363, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7759442803974775, + "FN": 234710, + "FP": 46190, + "IoU": 0.633912548237137, + "TN": 78183397, + "TP": 486403, + "n_pred": 532593, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8560878052325102, + "FN": 71918, + "FP": 15224, + "IoU": 0.748385941813058, + "TN": 78604368, + "TP": 259190, + "n_pred": 274414, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7804999008133306, + "FN": 17703, + "FP": 4427, + "IoU": 0.6400162667751118, + "TN": 78889225, + "TP": 39345, + "n_pred": 43772, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751659151932722, + "FN": 3835, + "FP": 3518, + "IoU": 0.951535404267099, + "TN": 104852721, + "TP": 144366, + "n_pred": 147884, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7341162492176145, + "FN": 18034, + "FP": 32092, + "IoU": 0.5799239059383537, + "TN": 104885114, + "TP": 69200, + "n_pred": 101292, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8898016664710715, + "FN": 540, + "FP": 399, + "IoU": 0.8014799154334038, + "TN": 104999710, + "TP": 3791, + "n_pred": 4190, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7474055624740557, + "FN": 1232, + "FP": 1202, + "IoU": 0.5966859983429992, + "TN": 104998405, + "TP": 3601, + "n_pred": 4803, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8728432633415252, + "FN": 9271, + "FP": 10701, + "IoU": 0.7743761226403371, + "TN": 104915921, + "TP": 68547, + "n_pred": 79248, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9138121620101008, + "FN": 1054, + "FP": 11967, + "IoU": 0.8413021487160112, + "TN": 104922391, + "TP": 69028, + "n_pred": 80995, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6996153846153846, + "FN": 713, + "FP": 19593, + "IoU": 0.5380065069506064, + "TN": 104960487, + "TP": 23647, + "n_pred": 43240, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8649301234284367, + "FN": 31405, + "FP": 12116, + "IoU": 0.7620060590815132, + "TN": 104821574, + "TP": 139345, + "n_pred": 151461, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8773703728597604, + "FN": 3428, + "FP": 38535, + "IoU": 0.78153146117723, + "TN": 104812362, + "TP": 150115, + "n_pred": 188650, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1102, + "IoU": 0.0, + "TN": 105003338, + "TP": 0, + "n_pred": 1102, + "n_ref": 0 + }, + "5": { + "Dice": 0.7499115017007064, + "FN": 5718, + "FP": 10531, + "IoU": 0.5998867301962523, + "TN": 104963829, + "TP": 24362, + "n_pred": 34893, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9626731570453491, + "FN": 26742, + "FP": 67024, + "IoU": 0.9280326288514202, + "TN": 103701544, + "TP": 1209130, + "n_pred": 1276154, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8624112079652112, + "FN": 10949, + "FP": 58975, + "IoU": 0.7581045224809473, + "TN": 104715373, + "TP": 219143, + "n_pred": 278118, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9540560716771782, + "FN": 25590, + "FP": 7213, + "IoU": 0.9121483913645482, + "TN": 104631049, + "TP": 340588, + "n_pred": 347801, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9120948111596965, + "FN": 10744, + "FP": 5218, + "IoU": 0.8383954966994694, + "TN": 104905668, + "TP": 82810, + "n_pred": 88028, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669244415646667, + "FN": 16696, + "FP": 10767, + "IoU": 0.9359668164341657, + "TN": 177247401, + "TP": 401424, + "n_pred": 412191, + "n_ref": 418120 + }, + "10": { + "Dice": 0.47617527186672426, + "FN": 46608, + "FP": 9172, + "IoU": 0.31248690421899844, + "TN": 177595155, + "TP": 25353, + "n_pred": 34525, + "n_ref": 71961 + }, + "11": { + "Dice": 0.827710301394512, + "FN": 1063, + "FP": 469, + "IoU": 0.7060629316960859, + "TN": 177671076, + "TP": 3680, + "n_pred": 4149, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7881906825568797, + "FN": 833, + "FP": 1513, + "IoU": 0.6504246759052302, + "TN": 177669577, + "TP": 4365, + "n_pred": 5878, + "n_ref": 5198 + }, + "13": { + "Dice": 0.838401546000414, + "FN": 16345, + "FP": 7069, + "IoU": 0.7217653769369712, + "TN": 177592136, + "TP": 60738, + "n_pred": 67807, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7641434961845452, + "FN": 2193, + "FP": 43520, + "IoU": 0.6183108587650816, + "TN": 177556523, + "TP": 74052, + "n_pred": 117572, + "n_ref": 76245 + }, + "15": { + "Dice": 0.22321657766122904, + "FN": 995, + "FP": 153334, + "IoU": 0.1256295926981411, + "TN": 177499785, + "TP": 22174, + "n_pred": 175508, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9712387181659418, + "FN": 9152, + "FP": 3002, + "IoU": 0.9440856059769608, + "TN": 177458920, + "TP": 205214, + "n_pred": 208216, + "n_ref": 214366 + }, + "3": { + "Dice": 0.962985147577826, + "FN": 6083, + "FP": 9366, + "IoU": 0.9286126860464579, + "TN": 177459877, + "TP": 200962, + "n_pred": 210328, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9134418671661144, + "FN": 2732, + "FP": 3276, + "IoU": 0.8406746400063645, + "TN": 177638579, + "TP": 31701, + "n_pred": 34977, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7614584051278517, + "FN": 9085, + "FP": 4759, + "IoU": 0.61480244852532, + "TN": 177640348, + "TP": 22096, + "n_pred": 26855, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9250596819651852, + "FN": 131966, + "FP": 139194, + "IoU": 0.8605684115154983, + "TN": 175731535, + "TP": 1673593, + "n_pred": 1812787, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8278324258167941, + "FN": 13419, + "FP": 134146, + "IoU": 0.7062406809825355, + "TN": 177173955, + "TP": 354768, + "n_pred": 488914, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8781611437355309, + "FN": 10351, + "FP": 42120, + "IoU": 0.782787241529195, + "TN": 177434723, + "TP": 189094, + "n_pred": 231214, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9322635646326791, + "FN": 8920, + "FP": 9434, + "IoU": 0.873121431237816, + "TN": 177531630, + "TP": 126304, + "n_pred": 135738, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717178546133539, + "FN": 5961, + "FP": 4581, + "IoU": 0.9449914685117641, + "TN": 193813892, + "TP": 181101, + "n_pred": 185682, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9067695521399912, + "FN": 7608, + "FP": 8727, + "IoU": 0.8294404477253505, + "TN": 193909762, + "TP": 79438, + "n_pred": 88165, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8115425721410758, + "FN": 834, + "FP": 224, + "IoU": 0.6828537170263789, + "TN": 194002199, + "TP": 2278, + "n_pred": 2502, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8050089445438283, + "FN": 1025, + "FP": 392, + "IoU": 0.6736526946107785, + "TN": 194001193, + "TP": 2925, + "n_pred": 3317, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8243085612548731, + "FN": 13170, + "FP": 9724, + "IoU": 0.7011266171459902, + "TN": 193928934, + "TP": 53707, + "n_pred": 63431, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8778308209674764, + "FN": 1246, + "FP": 19534, + "IoU": 0.7822624586110063, + "TN": 193910099, + "TP": 74656, + "n_pred": 94190, + "n_ref": 75902 + }, + "15": { + "Dice": 0.471088116864875, + "FN": 843, + "FP": 44343, + "IoU": 0.3081198609686261, + "TN": 193940226, + "TP": 20123, + "n_pred": 64466, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9726176404469938, + "FN": 4776, + "FP": 2776, + "IoU": 0.9466949002999824, + "TN": 193863860, + "TP": 134123, + "n_pred": 136899, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9688705541308953, + "FN": 4208, + "FP": 4168, + "IoU": 0.9396206829437079, + "TN": 193866812, + "TP": 130347, + "n_pred": 134515, + "n_ref": 134555 + }, + "4": { + "Dice": 0.925839258392584, + "FN": 455, + "FP": 2841, + "IoU": 0.8619187264348555, + "TN": 193981665, + "TP": 20574, + "n_pred": 23415, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5782307311437531, + "FN": 13256, + "FP": 7188, + "IoU": 0.40669800917058446, + "TN": 193971077, + "TP": 14014, + "n_pred": 21202, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9536730554001119, + "FN": 21823, + "FP": 110635, + "IoU": 0.9114484342795868, + "TN": 192509706, + "TP": 1363371, + "n_pred": 1474006, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9316571724654801, + "FN": 19898, + "FP": 24420, + "IoU": 0.8720582461488718, + "TN": 193659143, + "TP": 302074, + "n_pred": 326494, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9062340306530985, + "FN": 16182, + "FP": 30424, + "IoU": 0.8285447308204513, + "TN": 193733709, + "TP": 225220, + "n_pred": 255644, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9074165276564197, + "FN": 12741, + "FP": 4742, + "IoU": 0.8305237545924253, + "TN": 193902376, + "TP": 85676, + "n_pred": 90418, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694997370666989, + "FN": 1992, + "FP": 5084, + "IoU": 0.9408049390565264, + "TN": 99536263, + "TP": 112461, + "n_pred": 117545, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8798182638959677, + "FN": 11267, + "FP": 5239, + "IoU": 0.7854245749051011, + "TN": 99578876, + "TP": 60418, + "n_pred": 65657, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8442815249266862, + "FN": 763, + "FP": 299, + "IoU": 0.7305252473991373, + "TN": 99651859, + "TP": 2879, + "n_pred": 3178, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6926406926406926, + "FN": 1648, + "FP": 56, + "IoU": 0.5298013245033113, + "TN": 99652176, + "TP": 1920, + "n_pred": 1976, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7810025197984162, + "FN": 10717, + "FP": 8751, + "IoU": 0.6406924808977151, + "TN": 99601618, + "TP": 34714, + "n_pred": 43465, + "n_ref": 45431 + }, + "14": { + "Dice": 0.36258767993085333, + "FN": 32326, + "FP": 44370, + "IoU": 0.22143944777179983, + "TN": 99557290, + "TP": 21814, + "n_pred": 66184, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6926563274555626, + "FN": 8604, + "FP": 17436, + "IoU": 0.529819619738909, + "TN": 99600417, + "TP": 29343, + "n_pred": 46779, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9596765584970111, + "FN": 6869, + "FP": 2197, + "IoU": 0.922479029320473, + "TN": 99538851, + "TP": 107883, + "n_pred": 110080, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9668506271009809, + "FN": 4591, + "FP": 3584, + "IoU": 0.9358284992111027, + "TN": 99528407, + "TP": 119218, + "n_pred": 122802, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9244924706448766, + "FN": 1624, + "FP": 1199, + "IoU": 0.8595871673713007, + "TN": 99635695, + "TP": 17282, + "n_pred": 18481, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8719338842975206, + "FN": 372, + "FP": 1565, + "IoU": 0.7729457273473216, + "TN": 99647269, + "TP": 6594, + "n_pred": 8159, + "n_ref": 6966 + }, + "6": { + "Dice": 0.971220426312035, + "FN": 40275, + "FP": 37589, + "IoU": 0.9440510398455986, + "TN": 98264103, + "TP": 1313833, + "n_pred": 1351422, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8951812612612613, + "FN": 11715, + "FP": 24644, + "IoU": 0.8102517000057406, + "TN": 99464183, + "TP": 155258, + "n_pred": 179902, + "n_ref": 166973 + }, + "8": { + "Dice": 0.966870647815995, + "FN": 2409, + "FP": 4342, + "IoU": 0.9358660130718954, + "TN": 99550536, + "TP": 98513, + "n_pred": 102855, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9421723314032331, + "FN": 7993, + "FP": 2753, + "IoU": 0.8906671279009432, + "TN": 99557513, + "TP": 87541, + "n_pred": 90294, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558037905112493, + "FN": 36936, + "FP": 979, + "IoU": 0.9153488413630813, + "TN": 62635623, + "TP": 409982, + "n_pred": 410961, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9160519348124655, + "FN": 6147, + "FP": 5711, + "IoU": 0.8451068498876639, + "TN": 63006964, + "TP": 64698, + "n_pred": 70409, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7919753086419753, + "FN": 979, + "FP": 369, + "IoU": 0.655595298926929, + "TN": 63079606, + "TP": 2566, + "n_pred": 2935, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8131868131868132, + "FN": 727, + "FP": 548, + "IoU": 0.6851851851851852, + "TN": 63079470, + "TP": 2775, + "n_pred": 3323, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7816229791951851, + "FN": 11110, + "FP": 8193, + "IoU": 0.6415280047541227, + "TN": 63029672, + "TP": 34545, + "n_pred": 42738, + "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": 0.9820102684042323, + "FN": 1369, + "FP": 3123, + "IoU": 0.9646563594161848, + "TN": 62956425, + "TP": 122603, + "n_pred": 125726, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9688747922120107, + "FN": 819, + "FP": 7326, + "IoU": 0.9396286550791239, + "TN": 62948605, + "TP": 126770, + "n_pred": 134096, + "n_ref": 127589 + }, + "4": { + "Dice": 0.40980629539951574, + "FN": 13290, + "FP": 360, + "IoU": 0.2577084126379901, + "TN": 63065131, + "TP": 4739, + "n_pred": 5099, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6417519471901086, + "FN": 7767, + "FP": 2490, + "IoU": 0.47248508537337996, + "TN": 63064076, + "TP": 9187, + "n_pred": 11677, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9083722853901482, + "FN": 146817, + "FP": 51464, + "IoU": 0.8321264413067792, + "TN": 61902387, + "TP": 982852, + "n_pred": 1034316, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.856731859490379, + "FN": 4785, + "FP": 46009, + "IoU": 0.749370886088441, + "TN": 62880854, + "TP": 151872, + "n_pred": 197881, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9391232866590313, + "FN": 10281, + "FP": 2901, + "IoU": 0.8852331989656884, + "TN": 62968661, + "TP": 101677, + "n_pred": 104578, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9142262690440502, + "FN": 2024, + "FP": 5644, + "IoU": 0.8420044093709435, + "TN": 63034987, + "TP": 40865, + "n_pred": 46509, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726098174526032, + "FN": 11299, + "FP": 5665, + "IoU": 0.9466800773208027, + "TN": 109290663, + "TP": 301191, + "n_pred": 306856, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6890796304836142, + "FN": 18445, + "FP": 44258, + "IoU": 0.5256456810857428, + "TN": 109476632, + "TP": 69483, + "n_pred": 113741, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7484299087569617, + "FN": 1308, + "FP": 815, + "IoU": 0.5979928043931073, + "TN": 109603537, + "TP": 3158, + "n_pred": 3973, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8554013746595772, + "FN": 783, + "FP": 332, + "IoU": 0.7473374121912532, + "TN": 109604405, + "TP": 3298, + "n_pred": 3630, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7387781549271494, + "FN": 18640, + "FP": 25303, + "IoU": 0.5857638430647989, + "TN": 109502736, + "TP": 62139, + "n_pred": 87442, + "n_ref": 80779 + }, + "14": { + "Dice": 0.678890385042934, + "FN": 15996, + "FP": 60553, + "IoU": 0.5138789222005601, + "TN": 109451349, + "TP": 80920, + "n_pred": 141473, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8890354234490137, + "FN": 7142, + "FP": 16922, + "IoU": 0.8002374172982576, + "TN": 109488355, + "TP": 96399, + "n_pred": 113321, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8350446855575524, + "FN": 59098, + "FP": 2125, + "IoU": 0.7168040483657591, + "TN": 109392632, + "TP": 154963, + "n_pred": 157088, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8844216938317024, + "FN": 11057, + "FP": 50267, + "IoU": 0.7927921231002115, + "TN": 109312864, + "TP": 234630, + "n_pred": 284897, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7394784224894, + "FN": 18461, + "FP": 3966, + "IoU": 0.5866447950457092, + "TN": 109554562, + "TP": 31829, + "n_pred": 35795, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7905993175373672, + "FN": 2327, + "FP": 2030, + "IoU": 0.6537116515657289, + "TN": 109596236, + "TP": 8225, + "n_pred": 10255, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9092133299941291, + "FN": 32448, + "FP": 210795, + "IoU": 0.8335390915523705, + "TN": 108147556, + "TP": 1218019, + "n_pred": 1428814, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7920194808256068, + "FN": 374758, + "FP": 57584, + "IoU": 0.6556558390253848, + "TN": 108353266, + "TP": 823210, + "n_pred": 880794, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9506588417672461, + "FN": 3564, + "FP": 5348, + "IoU": 0.9059578329780723, + "TN": 109514052, + "TP": 85854, + "n_pred": 91202, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7792827228611314, + "FN": 8310, + "FP": 18252, + "IoU": 0.6383810055409581, + "TN": 109535365, + "TP": 46891, + "n_pred": 65143, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8813446109156434, + "FN": 2039, + "FP": 13238, + "IoU": 0.7878606937539923, + "TN": 66995338, + "TP": 56737, + "n_pred": 69975, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7630524930297069, + "FN": 24881, + "FP": 8603, + "IoU": 0.6168834883694322, + "TN": 66979953, + "TP": 53915, + "n_pred": 62518, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5487156775907883, + "FN": 1887, + "FP": 151, + "IoU": 0.37808971620384496, + "TN": 67064075, + "TP": 1239, + "n_pred": 1390, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7953488372093023, + "FN": 746, + "FP": 574, + "IoU": 0.6602316602316602, + "TN": 67063467, + "TP": 2565, + "n_pred": 3139, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5325110178800673, + "FN": 18093, + "FP": 17230, + "IoU": 0.36287224256416734, + "TN": 67011911, + "TP": 20118, + "n_pred": 37348, + "n_ref": 38211 + }, + "14": { + "Dice": 0.856303296444395, + "FN": 10054, + "FP": 11903, + "IoU": 0.7487153663923826, + "TN": 66979973, + "TP": 65422, + "n_pred": 77325, + "n_ref": 75476 + }, + "15": { + "Dice": 0.31697641798895415, + "FN": 16899, + "FP": 45431, + "IoU": 0.18833747867644185, + "TN": 66990559, + "TP": 14463, + "n_pred": 59894, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9647783535612168, + "FN": 3985, + "FP": 6387, + "IoU": 0.9319534197146138, + "TN": 66914927, + "TP": 142053, + "n_pred": 148440, + "n_ref": 146038 + }, + "3": { + "Dice": 0.968631199699657, + "FN": 6856, + "FP": 3087, + "IoU": 0.939170546382229, + "TN": 66903895, + "TP": 153514, + "n_pred": 156601, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 317, + "IoU": 0.0, + "TN": 67053996, + "TP": 0, + "n_pred": 317, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5966260943839419, + "FN": 4730, + "FP": 937, + "IoU": 0.42513694461351187, + "TN": 67057494, + "TP": 4191, + "n_pred": 5128, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9655348466656942, + "FN": 47292, + "FP": 26424, + "IoU": 0.9333662362173977, + "TN": 65961066, + "TP": 1032570, + "n_pred": 1058994, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9042264737096288, + "FN": 52977, + "FP": 10284, + "IoU": 0.8251946702625631, + "TN": 66705458, + "TP": 298633, + "n_pred": 308917, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9471333012002868, + "FN": 5148, + "FP": 3846, + "IoU": 0.8995757034390353, + "TN": 66977792, + "TP": 80566, + "n_pred": 84412, + "n_ref": 85714 + }, + "9": { + "Dice": 0.895923606249251, + "FN": 6321, + "FP": 10180, + "IoU": 0.811468854257118, + "TN": 66979828, + "TP": 71023, + "n_pred": 81203, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8187875249894824, + "FN": 54685, + "FP": 880, + "IoU": 0.6931754805435761, + "TN": 74338183, + "TP": 125532, + "n_pred": 126412, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7252739824414645, + "FN": 13232, + "FP": 19281, + "IoU": 0.5689646029431261, + "TN": 74443850, + "TP": 42917, + "n_pred": 62198, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7685503685503685, + "FN": 1041, + "FP": 372, + "IoU": 0.6241021548284118, + "TN": 74515521, + "TP": 2346, + "n_pred": 2718, + "n_ref": 3387 + }, + "12": { + "Dice": 0.799249530956848, + "FN": 497, + "FP": 359, + "IoU": 0.665625, + "TN": 74516720, + "TP": 1704, + "n_pred": 2063, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6131468354697028, + "FN": 13783, + "FP": 22946, + "IoU": 0.44211373716507685, + "TN": 74453444, + "TP": 29107, + "n_pred": 52053, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6540996281432937, + "FN": 5276, + "FP": 22909, + "IoU": 0.48599409125724913, + "TN": 74464446, + "TP": 26649, + "n_pred": 49558, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7346213314451686, + "FN": 4940, + "FP": 13425, + "IoU": 0.5805545404714051, + "TN": 74475496, + "TP": 25419, + "n_pred": 38844, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9211691291973445, + "FN": 2220, + "FP": 21517, + "IoU": 0.8538587040172387, + "TN": 74356855, + "TP": 138688, + "n_pred": 160205, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9663103533024152, + "FN": 4268, + "FP": 6287, + "IoU": 0.9348167086606393, + "TN": 74357352, + "TP": 151373, + "n_pred": 157660, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7080674890117681, + "FN": 5787, + "FP": 390, + "IoU": 0.5480684811237928, + "TN": 74505612, + "TP": 7491, + "n_pred": 7881, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6754445632105723, + "FN": 3203, + "FP": 3477, + "IoU": 0.5099405766268066, + "TN": 74505649, + "TP": 6951, + "n_pred": 10428, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9604314615726838, + "FN": 49434, + "FP": 78818, + "IoU": 0.923875075159207, + "TN": 72834523, + "TP": 1556505, + "n_pred": 1635323, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7461277410372433, + "FN": 29999, + "FP": 63361, + "IoU": 0.5950588153648635, + "TN": 74288728, + "TP": 137192, + "n_pred": 200553, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9634700373953086, + "FN": 2029, + "FP": 2699, + "IoU": 0.9295148931095143, + "TN": 74452202, + "TP": 62350, + "n_pred": 65049, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9138322628168999, + "FN": 10980, + "FP": 4461, + "IoU": 0.8413362241699976, + "TN": 74421961, + "TP": 81878, + "n_pred": 86339, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.927297737752796, + "FN": 9232, + "FP": 33684, + "IoU": 0.8644502490469257, + "TN": 65734573, + "TP": 273691, + "n_pred": 307375, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6864179154967693, + "FN": 32805, + "FP": 13544, + "IoU": 0.5225542610505063, + "TN": 65954103, + "TP": 50728, + "n_pred": 64272, + "n_ref": 83533 + }, + "11": { + "Dice": 0.768157220165195, + "FN": 940, + "FP": 688, + "IoU": 0.6235838150289017, + "TN": 66046855, + "TP": 2697, + "n_pred": 3385, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8124051913028821, + "FN": 616, + "FP": 497, + "IoU": 0.6840760715299461, + "TN": 66047657, + "TP": 2410, + "n_pred": 2907, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7937479107365351, + "FN": 8447, + "FP": 11914, + "IoU": 0.6580282163251595, + "TN": 65991640, + "TP": 39179, + "n_pred": 51093, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7276141492199087, + "FN": 1516, + "FP": 41275, + "IoU": 0.5718502361322341, + "TN": 65951236, + "TP": 57153, + "n_pred": 98428, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8109428621284681, + "FN": 3683, + "FP": 6068, + "IoU": 0.6820049569527785, + "TN": 66020516, + "TP": 20913, + "n_pred": 26981, + "n_ref": 24596 + }, + "2": { + "Dice": 0.965991775308426, + "FN": 5945, + "FP": 3772, + "IoU": 0.9342205915205015, + "TN": 65903459, + "TP": 138004, + "n_pred": 141776, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9663946770966799, + "FN": 6355, + "FP": 4110, + "IoU": 0.9349745552607542, + "TN": 65890243, + "TP": 150472, + "n_pred": 154582, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9228603037312683, + "FN": 2000, + "FP": 2602, + "IoU": 0.8567693744164332, + "TN": 66019050, + "TP": 27528, + "n_pred": 30130, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9163579645155001, + "FN": 579, + "FP": 1137, + "IoU": 0.845627923713566, + "TN": 66040064, + "TP": 9400, + "n_pred": 10537, + "n_ref": 9979 + }, + "6": { + "Dice": 0.967334516889861, + "FN": 23358, + "FP": 44187, + "IoU": 0.936735596096892, + "TN": 64983518, + "TP": 1000117, + "n_pred": 1044304, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8271342725042663, + "FN": 282946, + "FP": 6964, + "IoU": 0.7052250339604839, + "TN": 65067684, + "TP": 693586, + "n_pred": 700550, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9630325776546271, + "FN": 1882, + "FP": 4215, + "IoU": 0.9287008992784723, + "TN": 65965667, + "TP": 79416, + "n_pred": 83631, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9231985379438384, + "FN": 6436, + "FP": 4154, + "IoU": 0.857352604426245, + "TN": 65976941, + "TP": 63649, + "n_pred": 67803, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983150517480238, + "FN": 2843, + "FP": 2326, + "IoU": 0.9668594363090811, + "TN": 113316568, + "TP": 150803, + "n_pred": 153129, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8799897437092807, + "FN": 5062, + "FP": 15532, + "IoU": 0.7856979333596953, + "TN": 113376442, + "TP": 75504, + "n_pred": 91036, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6995345630063782, + "FN": 1201, + "FP": 542, + "IoU": 0.5379109225874867, + "TN": 113468768, + "TP": 2029, + "n_pred": 2571, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8835403726708074, + "FN": 669, + "FP": 231, + "IoU": 0.7913769123783032, + "TN": 113468226, + "TP": 3414, + "n_pred": 3645, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6942900259251138, + "FN": 23047, + "FP": 24357, + "IoU": 0.5317337231930299, + "TN": 113371307, + "TP": 53829, + "n_pred": 78186, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9567660235463492, + "FN": 11059, + "FP": 11764, + "IoU": 0.9171154747075636, + "TN": 113197181, + "TP": 252536, + "n_pred": 264300, + "n_ref": 263595 + }, + "15": { + "Dice": 0.44108150165337484, + "FN": 4876, + "FP": 38225, + "IoU": 0.2829407067278898, + "TN": 113412432, + "TP": 17007, + "n_pred": 55232, + "n_ref": 21883 + }, + "2": { + "Dice": 0.969169761241873, + "FN": 4033, + "FP": 3796, + "IoU": 0.9401836740930901, + "TN": 113341656, + "TP": 123055, + "n_pred": 126851, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9360715966479607, + "FN": 1952, + "FP": 14213, + "IoU": 0.879825741749868, + "TN": 113338027, + "TP": 118348, + "n_pred": 132561, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7974932808217355, + "FN": 1123, + "FP": 14097, + "IoU": 0.6631923698245148, + "TN": 113427351, + "TP": 29969, + "n_pred": 44066, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7245652173913043, + "FN": 9495, + "FP": 8243, + "IoU": 0.5680927220044316, + "TN": 113431471, + "TP": 23331, + "n_pred": 31574, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9641135655554076, + "FN": 32233, + "FP": 50504, + "IoU": 0.9307135738989892, + "TN": 112278410, + "TP": 1111393, + "n_pred": 1161897, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8490646348990146, + "FN": 18549, + "FP": 52371, + "IoU": 0.7377170435843858, + "TN": 113202145, + "TP": 199475, + "n_pred": 251846, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9084355550045572, + "FN": 16729, + "FP": 23154, + "IoU": 0.832232635617176, + "TN": 113234812, + "TP": 197845, + "n_pred": 220999, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9126896275960268, + "FN": 12655, + "FP": 5250, + "IoU": 0.8394011965305994, + "TN": 113361051, + "TP": 93584, + "n_pred": 98834, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7593508320382326, + "FN": 3571, + "FP": 74781, + "IoU": 0.6120592764236096, + "TN": 74994759, + "TP": 123617, + "n_pred": 198398, + "n_ref": 127188 + }, + "10": { + "Dice": 0.888639418135821, + "FN": 15752, + "FP": 5377, + "IoU": 0.7995959480992488, + "TN": 75091296, + "TP": 84303, + "n_pred": 89680, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7365777080062794, + "FN": 1198, + "FP": 480, + "IoU": 0.5830019880715706, + "TN": 75192704, + "TP": 2346, + "n_pred": 2826, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6592950932964755, + "FN": 1198, + "FP": 774, + "IoU": 0.4917525773195876, + "TN": 75192848, + "TP": 1908, + "n_pred": 2682, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7607302539976304, + "FN": 11278, + "FP": 16389, + "IoU": 0.6138536476433726, + "TN": 75125079, + "TP": 43982, + "n_pred": 60371, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9474521247492249, + "FN": 3184, + "FP": 11222, + "IoU": 0.9001510971873744, + "TN": 75052450, + "TP": 129872, + "n_pred": 141094, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7787129100446254, + "FN": 14133, + "FP": 19785, + "IoU": 0.6376165902753294, + "TN": 75103131, + "TP": 59679, + "n_pred": 79464, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9588581647630455, + "FN": 4226, + "FP": 7967, + "IoU": 0.9209678569345148, + "TN": 75042449, + "TP": 142086, + "n_pred": 150053, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9591084730908657, + "FN": 3056, + "FP": 9262, + "IoU": 0.9214298015652806, + "TN": 75039951, + "TP": 144459, + "n_pred": 153721, + "n_ref": 147515 + }, + "4": { + "Dice": 0.910717051262196, + "FN": 1441, + "FP": 3171, + "IoU": 0.836070235302481, + "TN": 75168594, + "TP": 23522, + "n_pred": 26693, + "n_ref": 24963 + }, + "5": { + "Dice": 0.886570392518608, + "FN": 733, + "FP": 1050, + "IoU": 0.7962518569306365, + "TN": 75187977, + "TP": 6968, + "n_pred": 8018, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9347148875514849, + "FN": 24369, + "FP": 147752, + "IoU": 0.8774316627809435, + "TN": 73792442, + "TP": 1232165, + "n_pred": 1379917, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9445012597952712, + "FN": 5430, + "FP": 11773, + "IoU": 0.894838831936523, + "TN": 75033141, + "TP": 146384, + "n_pred": 158157, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9501131201353841, + "FN": 5577, + "FP": 2736, + "IoU": 0.9049671334667048, + "TN": 75109253, + "TP": 79162, + "n_pred": 81898, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8736950219067307, + "FN": 10031, + "FP": 9399, + "IoU": 0.7757179794994921, + "TN": 75110096, + "TP": 67202, + "n_pred": 76601, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789674329189815, + "FN": 5534, + "FP": 3503, + "IoU": 0.9588013786060761, + "TN": 86708520, + "TP": 210315, + "n_pred": 213818, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7296043411765458, + "FN": 11820, + "FP": 30435, + "IoU": 0.5743126844846519, + "TN": 86828609, + "TP": 57008, + "n_pred": 87443, + "n_ref": 68828 + }, + "11": { + "Dice": 0.727797513321492, + "FN": 951, + "FP": 275, + "IoU": 0.5720767888307156, + "TN": 86925007, + "TP": 1639, + "n_pred": 1914, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7297615809990028, + "FN": 890, + "FP": 2091, + "IoU": 0.5745075649443334, + "TN": 86920866, + "TP": 4025, + "n_pred": 6116, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6212131774839464, + "FN": 15262, + "FP": 33639, + "IoU": 0.4505505617977528, + "TN": 86838872, + "TP": 40099, + "n_pred": 73738, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8524345592966512, + "FN": 8427, + "FP": 17488, + "IoU": 0.7428199988091221, + "TN": 86827106, + "TP": 74851, + "n_pred": 92339, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9005489878648223, + "FN": 24697, + "FP": 5773, + "IoU": 0.8190896892403786, + "TN": 86759446, + "TP": 137956, + "n_pred": 143729, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9365735115431348, + "FN": 6672, + "FP": 9249, + "IoU": 0.8807129798903108, + "TN": 86794404, + "TP": 117547, + "n_pred": 126796, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9386038843763603, + "FN": 18338, + "FP": 1549, + "IoU": 0.8843106457242583, + "TN": 86755972, + "TP": 152013, + "n_pred": 153562, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7472929693457374, + "FN": 1822, + "FP": 8120, + "IoU": 0.5965424884343803, + "TN": 86903230, + "TP": 14700, + "n_pred": 22820, + "n_ref": 16522 + }, + "5": { + "Dice": 0.817070426760669, + "FN": 26, + "FP": 2413, + "IoU": 0.6907177276185645, + "TN": 86919986, + "TP": 5447, + "n_pred": 7860, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9326910768805848, + "FN": 19425, + "FP": 147264, + "IoU": 0.8738717129381961, + "TN": 85606289, + "TP": 1154894, + "n_pred": 1302158, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8598125056986, + "FN": 245225, + "FP": 8466, + "IoU": 0.7540974708071259, + "TN": 85896199, + "TP": 777982, + "n_pred": 786448, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9435630407072926, + "FN": 2200, + "FP": 4043, + "IoU": 0.8931560301894542, + "TN": 86869441, + "TP": 52188, + "n_pred": 56231, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8542432923357763, + "FN": 3496, + "FP": 12633, + "IoU": 0.7455712775858533, + "TN": 86864479, + "TP": 47264, + "n_pred": 59897, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6016750371565223, + "FN": 3045, + "FP": 110053, + "IoU": 0.43028269761631305, + "TN": 37551084, + "TP": 85418, + "n_pred": 195471, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7861119527344341, + "FN": 17731, + "FP": 4859, + "IoU": 0.647598396330905, + "TN": 37685497, + "TP": 41513, + "n_pred": 46372, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8460836224210334, + "FN": 271, + "FP": 572, + "IoU": 0.7332278481012658, + "TN": 37746440, + "TP": 2317, + "n_pred": 2889, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7692307692307693, + "FN": 787, + "FP": 491, + "IoU": 0.625, + "TN": 37746192, + "TP": 2130, + "n_pred": 2621, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7660920546928934, + "FN": 7710, + "FP": 14991, + "IoU": 0.6208664573451801, + "TN": 37689724, + "TP": 37175, + "n_pred": 52166, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3225950146743125, + "FN": 6129, + "FP": 389254, + "IoU": 0.19231790622804007, + "TN": 37260072, + "TP": 94145, + "n_pred": 483399, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19847, + "IoU": 0.0, + "TN": 37729753, + "TP": 0, + "n_pred": 19847, + "n_ref": 0 + }, + "2": { + "Dice": 0.8489828073075878, + "FN": 23717, + "FP": 3504, + "IoU": 0.7375935065936609, + "TN": 37645864, + "TP": 76515, + "n_pred": 80019, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8865107044288633, + "FN": 3418, + "FP": 18417, + "IoU": 0.7961555696627954, + "TN": 37642484, + "TP": 85281, + "n_pred": 103698, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 340, + "IoU": 0.0, + "TN": 37737566, + "TP": 0, + "n_pred": 340, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8069552210900253, + "FN": 1417, + "FP": 2713, + "IoU": 0.6763830120670741, + "TN": 37736838, + "TP": 8632, + "n_pred": 11345, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9102686332791207, + "FN": 109512, + "FP": 15288, + "IoU": 0.8353147033091451, + "TN": 36991791, + "TP": 633009, + "n_pred": 648297, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8448834959073197, + "FN": 22214, + "FP": 96416, + "IoU": 0.7314270836870762, + "TN": 37307895, + "TP": 323075, + "n_pred": 419491, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9475880317524934, + "FN": 3598, + "FP": 4642, + "IoU": 0.9003964800309447, + "TN": 37666872, + "TP": 74488, + "n_pred": 79130, + "n_ref": 78086 + }, + "9": { + "Dice": 0.894534284301956, + "FN": 4101, + "FP": 7847, + "IoU": 0.8091922450413619, + "TN": 37686982, + "TP": 50670, + "n_pred": 58517, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956995326775475, + "FN": 6758, + "FP": 10432, + "IoU": 0.9175369500664405, + "TN": 75698231, + "TP": 191267, + "n_pred": 201699, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9159728095447001, + "FN": 12847, + "FP": 5732, + "IoU": 0.8449721719249351, + "TN": 75786845, + "TP": 101264, + "n_pred": 106996, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7421456830346753, + "FN": 1153, + "FP": 1063, + "IoU": 0.5900092506938021, + "TN": 75901283, + "TP": 3189, + "n_pred": 4252, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8813520083342979, + "FN": 777, + "FP": 248, + "IoU": 0.7878725165562914, + "TN": 75901856, + "TP": 3807, + "n_pred": 4055, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7698660439965589, + "FN": 10179, + "FP": 8547, + "IoU": 0.6258391943734015, + "TN": 75856640, + "TP": 31322, + "n_pred": 39869, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9047150113284663, + "FN": 1491, + "FP": 24247, + "IoU": 0.8260087745982816, + "TN": 75758761, + "TP": 122189, + "n_pred": 146436, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7887601130907987, + "FN": 48196, + "FP": 26295, + "IoU": 0.6512005768762525, + "TN": 75693124, + "TP": 139073, + "n_pred": 165368, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9441248579498925, + "FN": 5367, + "FP": 16808, + "IoU": 0.8941633535540591, + "TN": 75697167, + "TP": 187346, + "n_pred": 204154, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9444398824089737, + "FN": 21212, + "FP": 5852, + "IoU": 0.8947286532237989, + "TN": 75649600, + "TP": 230024, + "n_pred": 235876, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9200701253165379, + "FN": 1837, + "FP": 3087, + "IoU": 0.8519721019721019, + "TN": 75873424, + "TP": 28340, + "n_pred": 31427, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8871572590464131, + "FN": 521, + "FP": 1796, + "IoU": 0.797199124726477, + "TN": 75895263, + "TP": 9108, + "n_pred": 10904, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9747179084774679, + "FN": 66662, + "FP": 18429, + "IoU": 0.9506826623978412, + "TN": 74181311, + "TP": 1640286, + "n_pred": 1658715, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9069729443649189, + "FN": 18393, + "FP": 33987, + "IoU": 0.8297808729335989, + "TN": 75598967, + "TP": 255341, + "n_pred": 289328, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9639018443637789, + "FN": 3189, + "FP": 3444, + "IoU": 0.9303190427666481, + "TN": 75811497, + "TP": 88558, + "n_pred": 92002, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9071673984850696, + "FN": 9361, + "FP": 4635, + "IoU": 0.8301064565858632, + "TN": 75824307, + "TP": 68385, + "n_pred": 73020, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977900377645098, + "FN": 2345, + "FP": 1845, + "IoU": 0.9567564220325514, + "TN": 61290857, + "TP": 92703, + "n_pred": 94548, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9143189005952794, + "FN": 5633, + "FP": 7940, + "IoU": 0.8421615712906865, + "TN": 61301757, + "TP": 72420, + "n_pred": 80360, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8660850297742695, + "FN": 215, + "FP": 752, + "IoU": 0.7638006839276991, + "TN": 61383656, + "TP": 3127, + "n_pred": 3879, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8620528042493361, + "FN": 610, + "FP": 273, + "IoU": 0.757550796265788, + "TN": 61384108, + "TP": 2759, + "n_pred": 3032, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7184022964535005, + "FN": 10174, + "FP": 12781, + "IoU": 0.5605521096561759, + "TN": 61335514, + "TP": 29281, + "n_pred": 42062, + "n_ref": 39455 + }, + "14": { + "Dice": 0.877076045941554, + "FN": 2772, + "FP": 15080, + "IoU": 0.781064508216826, + "TN": 61306210, + "TP": 63688, + "n_pred": 78768, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8601110665343441, + "FN": 1997, + "FP": 11253, + "IoU": 0.7545569057498518, + "TN": 61333766, + "TP": 40734, + "n_pred": 51987, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9724445923410563, + "FN": 4583, + "FP": 2704, + "IoU": 0.9463670621485559, + "TN": 61251882, + "TP": 128581, + "n_pred": 131285, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9648311460874236, + "FN": 2498, + "FP": 7061, + "IoU": 0.9320519473134254, + "TN": 61247069, + "TP": 131122, + "n_pred": 138183, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7053515361536852, + "FN": 3812, + "FP": 8857, + "IoU": 0.5448208960586355, + "TN": 61359917, + "TP": 15164, + "n_pred": 24021, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6528356628059592, + "FN": 13519, + "FP": 1558, + "IoU": 0.4845998700987933, + "TN": 61358497, + "TP": 14176, + "n_pred": 15734, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9734060113049022, + "FN": 29023, + "FP": 23742, + "IoU": 0.9481898608642715, + "TN": 60369320, + "TP": 965665, + "n_pred": 989407, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8697102600583925, + "FN": 9894, + "FP": 41113, + "IoU": 0.7694578030083887, + "TN": 61166502, + "TP": 170241, + "n_pred": 211354, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9279562888985381, + "FN": 15508, + "FP": 20330, + "IoU": 0.8655955716069801, + "TN": 61121107, + "TP": 230805, + "n_pred": 251135, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9297834288639337, + "FN": 6153, + "FP": 4958, + "IoU": 0.868780631827576, + "TN": 61303075, + "TP": 73564, + "n_pred": 78522, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755908396783244, + "FN": 3119, + "FP": 6008, + "IoU": 0.9523449003247668, + "TN": 39557278, + "TP": 182395, + "n_pred": 188403, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7371537446870878, + "FN": 14110, + "FP": 12791, + "IoU": 0.5837240610927997, + "TN": 39684177, + "TP": 37722, + "n_pred": 50513, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7925240054869684, + "FN": 720, + "FP": 490, + "IoU": 0.6563476285146266, + "TN": 39745279, + "TP": 2311, + "n_pred": 2801, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8754448398576512, + "FN": 385, + "FP": 490, + "IoU": 0.7784810126582279, + "TN": 39744850, + "TP": 3075, + "n_pred": 3565, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8157423122114483, + "FN": 9445, + "FP": 6080, + "IoU": 0.6888216311559199, + "TN": 39698909, + "TP": 34366, + "n_pred": 40446, + "n_ref": 43811 + }, + "14": { + "Dice": 0.379405513434635, + "FN": 15393, + "FP": 43296, + "IoU": 0.2341150217280664, + "TN": 39672171, + "TP": 17940, + "n_pred": 61236, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8311872106228706, + "FN": 4143, + "FP": 15181, + "IoU": 0.711138018147301, + "TN": 39681903, + "TP": 47573, + "n_pred": 62754, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9582201028901537, + "FN": 5718, + "FP": 4060, + "IoU": 0.9197913163313017, + "TN": 39626893, + "TP": 112129, + "n_pred": 116189, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9601732140959931, + "FN": 3232, + "FP": 7639, + "IoU": 0.923397268768409, + "TN": 39606886, + "TP": 131043, + "n_pred": 138682, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9194656720653518, + "FN": 1093, + "FP": 2880, + "IoU": 0.8509361047536863, + "TN": 39722147, + "TP": 22680, + "n_pred": 25560, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8539422047805922, + "FN": 540, + "FP": 1507, + "IoU": 0.7451126883327107, + "TN": 39740769, + "TP": 5984, + "n_pred": 7491, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9753168214189611, + "FN": 18212, + "FP": 27836, + "IoU": 0.9518228090457782, + "TN": 38792995, + "TP": 909757, + "n_pred": 937593, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9458046872461757, + "FN": 62525, + "FP": 14207, + "IoU": 0.89718164727511, + "TN": 39002513, + "TP": 669555, + "n_pred": 683762, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9654141373601566, + "FN": 1425, + "FP": 2022, + "IoU": 0.933140662580495, + "TN": 39697244, + "TP": 48109, + "n_pred": 50131, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9158640002710058, + "FN": 1075, + "FP": 6376, + "IoU": 0.8447870013540256, + "TN": 39700795, + "TP": 40554, + "n_pred": 46930, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232715384882504, + "FN": 3899, + "FP": 11568, + "IoU": 0.8574785300947256, + "TN": 101288084, + "TP": 93057, + "n_pred": 104625, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8573808311112443, + "FN": 10849, + "FP": 12952, + "IoU": 0.7503644735324041, + "TN": 101301265, + "TP": 71542, + "n_pred": 84494, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7718907987866532, + "FN": 1712, + "FP": 544, + "IoU": 0.6285196772600032, + "TN": 101390535, + "TP": 3817, + "n_pred": 4361, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8161751066592469, + "FN": 825, + "FP": 1157, + "IoU": 0.6894390473205891, + "TN": 101390226, + "TP": 4400, + "n_pred": 5557, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9259460178712167, + "FN": 4713, + "FP": 2522, + "IoU": 0.8621037985781539, + "TN": 101344141, + "TP": 45232, + "n_pred": 47754, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9674970651977606, + "FN": 4136, + "FP": 7382, + "IoU": 0.9370404989532258, + "TN": 101213665, + "TP": 171425, + "n_pred": 178807, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8569636360377798, + "FN": 2966, + "FP": 5015, + "IoU": 0.7497256107121578, + "TN": 101364719, + "TP": 23908, + "n_pred": 28923, + "n_ref": 26874 + }, + "2": { + "Dice": 0.951704637961164, + "FN": 6376, + "FP": 11422, + "IoU": 0.907859246949436, + "TN": 101203447, + "TP": 175363, + "n_pred": 186785, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9257206176926027, + "FN": 4270, + "FP": 21873, + "IoU": 0.8617131008362912, + "TN": 101207559, + "TP": 162906, + "n_pred": 184779, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7188090212198645, + "FN": 441, + "FP": 7152, + "IoU": 0.5610475199445023, + "TN": 101379310, + "TP": 9705, + "n_pred": 16857, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8023018888705326, + "FN": 9378, + "FP": 4982, + "IoU": 0.6698698790749, + "TN": 101353110, + "TP": 29138, + "n_pred": 34120, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9593134531086004, + "FN": 51427, + "FP": 99484, + "IoU": 0.9218082581869957, + "TN": 99466596, + "TP": 1779101, + "n_pred": 1878585, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8057932678995495, + "FN": 89979, + "FP": 88872, + "IoU": 0.6747519053776112, + "TN": 100846717, + "TP": 371040, + "n_pred": 459912, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9523089410564628, + "FN": 15790, + "FP": 8241, + "IoU": 0.9089596908622518, + "TN": 101132648, + "TP": 239929, + "n_pred": 248170, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9340125471078187, + "FN": 3469, + "FP": 8280, + "IoU": 0.8761946911980105, + "TN": 101301709, + "TP": 83150, + "n_pred": 91430, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9228033920708947, + "FN": 18727, + "FP": 14445, + "IoU": 0.8566712754925683, + "TN": 73652064, + "TP": 198268, + "n_pred": 212713, + "n_ref": 216995 + }, + "10": { + "Dice": 0.13546451424474948, + "FN": 68188, + "FP": 29495, + "IoU": 0.07265322396901344, + "TN": 73778168, + "TP": 7653, + "n_pred": 37148, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6809776833156217, + "FN": 1453, + "FP": 3050, + "IoU": 0.5162745729938769, + "TN": 73874195, + "TP": 4806, + "n_pred": 7856, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5303569238317184, + "FN": 3379, + "FP": 450, + "IoU": 0.36087464530128527, + "TN": 73877513, + "TP": 2162, + "n_pred": 2612, + "n_ref": 5541 + }, + "13": { + "Dice": 0.04576155093335183, + "FN": 58600, + "FP": 51459, + "IoU": 0.023416564624039467, + "TN": 73770806, + "TP": 2639, + "n_pred": 54098, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7411310767072179, + "FN": 8176, + "FP": 56768, + "IoU": 0.5887277563168893, + "TN": 73725594, + "TP": 92966, + "n_pred": 149734, + "n_ref": 101142 + }, + "15": { + "Dice": 0.879476859338942, + "FN": 28574, + "FP": 24488, + "IoU": 0.7848805860627658, + "TN": 73636841, + "TP": 193601, + "n_pred": 218089, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7363917585945252, + "FN": 64884, + "FP": 25444, + "IoU": 0.5827690374790987, + "TN": 73667010, + "TP": 126166, + "n_pred": 151610, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6730320278027893, + "FN": 22340, + "FP": 138164, + "IoU": 0.507195382182717, + "TN": 73557809, + "TP": 165191, + "n_pred": 303355, + "n_ref": 187531 + }, + "4": { + "Dice": 0.5673050005702496, + "FN": 20530, + "FP": 21203, + "IoU": 0.39597053161772156, + "TN": 73814413, + "TP": 27358, + "n_pred": 48561, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7249971555353283, + "FN": 5570, + "FP": 1681, + "IoU": 0.5686239514545779, + "TN": 73866695, + "TP": 9558, + "n_pred": 11239, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7534027466623544, + "FN": 75348, + "FP": 989056, + "IoU": 0.6043674046651316, + "TN": 71193119, + "TP": 1625981, + "n_pred": 2615037, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.410571251458379, + "FN": 96763, + "FP": 120982, + "IoU": 0.25831371921207436, + "TN": 73589923, + "TP": 75836, + "n_pred": 196818, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8958040751964915, + "FN": 6731, + "FP": 10185, + "IoU": 0.8112727597286683, + "TN": 73793872, + "TP": 72716, + "n_pred": 82901, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8120623435835171, + "FN": 8250, + "FP": 29673, + "IoU": 0.6835900345420262, + "TN": 73763650, + "TP": 81931, + "n_pred": 111604, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575139749761403, + "FN": 4746, + "FP": 11458, + "IoU": 0.9184909456740442, + "TN": 69296976, + "TP": 182596, + "n_pred": 194054, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7975560720345629, + "FN": 11538, + "FP": 16858, + "IoU": 0.6632792211642219, + "TN": 69411445, + "TP": 55935, + "n_pred": 72793, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7853928249967854, + "FN": 407, + "FP": 1262, + "IoU": 0.6466229091679018, + "TN": 69491053, + "TP": 3054, + "n_pred": 4316, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7984139571768438, + "FN": 635, + "FP": 636, + "IoU": 0.664466737064414, + "TN": 69491988, + "TP": 2517, + "n_pred": 3153, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7544841310865296, + "FN": 19433, + "FP": 18565, + "IoU": 0.6057603519292821, + "TN": 69399393, + "TP": 58385, + "n_pred": 76950, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9425241781733956, + "FN": 8408, + "FP": 8987, + "IoU": 0.8912961967729437, + "TN": 69335754, + "TP": 142627, + "n_pred": 151614, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7755889840314742, + "FN": 10213, + "FP": 38271, + "IoU": 0.6334384237942948, + "TN": 69363509, + "TP": 83783, + "n_pred": 122054, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9573570959968087, + "FN": 4951, + "FP": 7984, + "IoU": 0.9182022841387684, + "TN": 69337642, + "TP": 145199, + "n_pred": 153183, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9690962235884265, + "FN": 7294, + "FP": 3247, + "IoU": 0.9400452746052691, + "TN": 69319960, + "TP": 165275, + "n_pred": 168522, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6980578171773996, + "FN": 12984, + "FP": 7895, + "IoU": 0.5361665259696983, + "TN": 69450762, + "TP": 24135, + "n_pred": 32030, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8918612804055877, + "FN": 2557, + "FP": 1453, + "IoU": 0.8048281904020247, + "TN": 69475230, + "TP": 16536, + "n_pred": 17989, + "n_ref": 19093 + }, + "6": { + "Dice": 0.96721909637578, + "FN": 61983, + "FP": 32080, + "IoU": 0.936519152301934, + "TN": 68014022, + "TP": 1387691, + "n_pred": 1419771, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9031460907799153, + "FN": 13305, + "FP": 50972, + "IoU": 0.8233968837491723, + "TN": 69131813, + "TP": 299686, + "n_pred": 350658, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9316025288311455, + "FN": 5723, + "FP": 6459, + "IoU": 0.8719624989489616, + "TN": 69400632, + "TP": 82962, + "n_pred": 89421, + "n_ref": 88685 + }, + "9": { + "Dice": 0.917458069871341, + "FN": 5209, + "FP": 8315, + "IoU": 0.8475034955572595, + "TN": 69407092, + "TP": 75160, + "n_pred": 83475, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8123559659813177, + "FN": 4305, + "FP": 87215, + "IoU": 0.6840062701553037, + "TN": 50543926, + "TP": 198106, + "n_pred": 285321, + "n_ref": 202411 + }, + "10": { + "Dice": 0.892125260527917, + "FN": 6926, + "FP": 9740, + "IoU": 0.8052582379060528, + "TN": 50747972, + "TP": 68914, + "n_pred": 78654, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8627421421572322, + "FN": 1006, + "FP": 815, + "IoU": 0.7586161187698833, + "TN": 50826008, + "TP": 5723, + "n_pred": 6538, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8404154863078376, + "FN": 959, + "FP": 1069, + "IoU": 0.7247557003257329, + "TN": 50826184, + "TP": 5340, + "n_pred": 6409, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8315153855229147, + "FN": 9499, + "FP": 6210, + "IoU": 0.711618600040387, + "TN": 50779079, + "TP": 38764, + "n_pred": 44974, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5789051212072563, + "FN": 23692, + "FP": 15653, + "IoU": 0.40736556710347943, + "TN": 50767162, + "TP": 27045, + "n_pred": 42698, + "n_ref": 50737 + }, + "15": { + "Dice": 0.690377937698153, + "FN": 7319, + "FP": 17291, + "IoU": 0.5271581455223163, + "TN": 50781505, + "TP": 27437, + "n_pred": 44728, + "n_ref": 34756 + }, + "2": { + "Dice": 0.956020662757713, + "FN": 13396, + "FP": 4883, + "IoU": 0.9157467285541108, + "TN": 50616599, + "TP": 198674, + "n_pred": 203557, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9487938228382332, + "FN": 5302, + "FP": 16052, + "IoU": 0.9025763389252099, + "TN": 50614365, + "TP": 197833, + "n_pred": 213885, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9086293101214994, + "FN": 428, + "FP": 3099, + "IoU": 0.8325579187238891, + "TN": 50812488, + "TP": 17537, + "n_pred": 20636, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8930951746201014, + "FN": 1119, + "FP": 1688, + "IoU": 0.8068400770712909, + "TN": 50819020, + "TP": 11725, + "n_pred": 13413, + "n_ref": 12844 + }, + "6": { + "Dice": 0.950161412043219, + "FN": 31440, + "FP": 195673, + "IoU": 0.9050547607441676, + "TN": 48441510, + "TP": 2164929, + "n_pred": 2360602, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7991010710836621, + "FN": 9504, + "FP": 100541, + "IoU": 0.6654190888526743, + "TN": 50504648, + "TP": 218859, + "n_pred": 319400, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9621248283050666, + "FN": 4159, + "FP": 3617, + "IoU": 0.9270140133845186, + "TN": 50727011, + "TP": 98765, + "n_pred": 102382, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9283911809648548, + "FN": 8794, + "FP": 7608, + "IoU": 0.8663526881019507, + "TN": 50710826, + "TP": 106324, + "n_pred": 113932, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755506056960442, + "FN": 7202, + "FP": 3061, + "IoU": 0.9522682243946906, + "TN": 76669846, + "TP": 204751, + "n_pred": 207812, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8222782523614195, + "FN": 10333, + "FP": 13280, + "IoU": 0.6981939953220261, + "TN": 76806621, + "TP": 54626, + "n_pred": 67906, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8162400130441871, + "FN": 371, + "FP": 756, + "IoU": 0.6895316804407714, + "TN": 76881230, + "TP": 2503, + "n_pred": 3259, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8250530785562633, + "FN": 666, + "FP": 158, + "IoU": 0.7022045536682328, + "TN": 76882093, + "TP": 1943, + "n_pred": 2101, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6223981968145053, + "FN": 11580, + "FP": 26281, + "IoU": 0.4517983319819298, + "TN": 76815796, + "TP": 31203, + "n_pred": 57484, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8159431777884395, + "FN": 3278, + "FP": 32016, + "IoU": 0.6891081259634442, + "TN": 76771335, + "TP": 78231, + "n_pred": 110247, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6697440490543939, + "FN": 10852, + "FP": 17909, + "IoU": 0.5034700642220841, + "TN": 76826936, + "TP": 29163, + "n_pred": 47072, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9579823002009584, + "FN": 4742, + "FP": 3956, + "IoU": 0.9193531936988308, + "TN": 76777007, + "TP": 99155, + "n_pred": 103111, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9426404133331309, + "FN": 4271, + "FP": 7064, + "IoU": 0.8915041062848172, + "TN": 76780386, + "TP": 93139, + "n_pred": 100203, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9540612385546914, + "FN": 656, + "FP": 1677, + "IoU": 0.9121578372679694, + "TN": 76858301, + "TP": 24226, + "n_pred": 25903, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9014320732808669, + "FN": 1781, + "FP": 1275, + "IoU": 0.8205519671168526, + "TN": 76867830, + "TP": 13974, + "n_pred": 15249, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9733240645351069, + "FN": 24230, + "FP": 36439, + "IoU": 0.9480343610999047, + "TN": 75717377, + "TP": 1106814, + "n_pred": 1143253, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.794224289041677, + "FN": 12314, + "FP": 64813, + "IoU": 0.6586832707141245, + "TN": 76658891, + "TP": 148842, + "n_pred": 213655, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9621583787532161, + "FN": 3075, + "FP": 2764, + "IoU": 0.9270763082302985, + "TN": 76804790, + "TP": 74231, + "n_pred": 76995, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9395384727215795, + "FN": 7753, + "FP": 3060, + "IoU": 0.8859712950952787, + "TN": 76790033, + "TP": 84014, + "n_pred": 87074, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8316825946353105, + "FN": 9743, + "FP": 36736, + "IoU": 0.7118635661990341, + "TN": 130838623, + "TP": 114830, + "n_pred": 151566, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8094795696018648, + "FN": 9641, + "FP": 12917, + "IoU": 0.6799375709421113, + "TN": 130929452, + "TP": 47922, + "n_pred": 60839, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7638506129430771, + "FN": 1549, + "FP": 936, + "IoU": 0.6179274292742928, + "TN": 130993428, + "TP": 4019, + "n_pred": 4955, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8041237113402062, + "FN": 1803, + "FP": 876, + "IoU": 0.6724137931034483, + "TN": 130991754, + "TP": 5499, + "n_pred": 6375, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6466376919795221, + "FN": 29914, + "FP": 23096, + "IoU": 0.4778008727946174, + "TN": 130898419, + "TP": 48503, + "n_pred": 71599, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7130646728912924, + "FN": 404316, + "FP": 31729, + "IoU": 0.5540796478819947, + "TN": 130022078, + "TP": 541809, + "n_pred": 573538, + "n_ref": 946125 + }, + "15": { + "Dice": 0.13431186685120786, + "FN": 13762, + "FP": 135100, + "IoU": 0.07199052428152858, + "TN": 130839522, + "TP": 11548, + "n_pred": 146648, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9047635210489056, + "FN": 32262, + "FP": 7020, + "IoU": 0.8260896513558385, + "TN": 130774057, + "TP": 186593, + "n_pred": 193613, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9321085140130247, + "FN": 10952, + "FP": 28684, + "IoU": 0.8728494666773599, + "TN": 130688207, + "TP": 272089, + "n_pred": 300773, + "n_ref": 283041 + }, + "4": { + "Dice": 0.11041819515774028, + "FN": 1979, + "FP": 2871, + "IoU": 0.058435255290234904, + "TN": 130994781, + "TP": 301, + "n_pred": 3172, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8079812621530846, + "FN": 5436, + "FP": 3254, + "IoU": 0.6778259741222704, + "TN": 130972959, + "TP": 18283, + "n_pred": 21537, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8781650972932444, + "FN": 66357, + "FP": 323955, + "IoU": 0.7827935244075699, + "TN": 129202969, + "TP": 1406651, + "n_pred": 1730606, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.7395371375644824, + "FN": 23218, + "FP": 104171, + "IoU": 0.586718704377786, + "TN": 130691694, + "TP": 180849, + "n_pred": 285020, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9552218974222695, + "FN": 3810, + "FP": 7648, + "IoU": 0.9142820806308025, + "TN": 130866261, + "TP": 122213, + "n_pred": 129861, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8117526099335653, + "FN": 5900, + "FP": 17902, + "IoU": 0.683151182758483, + "TN": 130924811, + "TP": 51319, + "n_pred": 69221, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634477282444613, + "FN": 2210, + "FP": 1979, + "IoU": 0.9294733652097784, + "TN": 74367302, + "TP": 55207, + "n_pred": 57186, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8012050645279485, + "FN": 19735, + "FP": 9563, + "IoU": 0.6683420498539699, + "TN": 74338360, + "TP": 59040, + "n_pred": 68603, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8231111111111111, + "FN": 536, + "FP": 260, + "IoU": 0.6993957703927492, + "TN": 74424050, + "TP": 1852, + "n_pred": 2112, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7505929574895092, + "FN": 400, + "FP": 967, + "IoU": 0.6007593457943925, + "TN": 74423274, + "TP": 2057, + "n_pred": 3024, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5987724256421111, + "FN": 55233, + "FP": 9221, + "IoU": 0.4273198990652877, + "TN": 74314150, + "TP": 48094, + "n_pred": 57315, + "n_ref": 103327 + }, + "14": { + "Dice": 0.887460405135778, + "FN": 13440, + "FP": 26494, + "IoU": 0.7976888276449042, + "TN": 74229309, + "TP": 157455, + "n_pred": 183949, + "n_ref": 170895 + }, + "15": { + "Dice": 0.442353624259379, + "FN": 5457, + "FP": 36802, + "IoU": 0.28398847848187053, + "TN": 74367678, + "TP": 16761, + "n_pred": 53563, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9349114962682248, + "FN": 9711, + "FP": 5472, + "IoU": 0.8777782249949688, + "TN": 74302473, + "TP": 109042, + "n_pred": 114514, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9507923399348677, + "FN": 9155, + "FP": 3477, + "IoU": 0.9062003415757036, + "TN": 74292028, + "TP": 122038, + "n_pred": 125515, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6817954696868754, + "FN": 14086, + "FP": 1198, + "IoU": 0.5172152378545707, + "TN": 74395040, + "TP": 16374, + "n_pred": 17572, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717906609308826, + "FN": 13563, + "FP": 37179, + "IoU": 0.9451291911146099, + "TN": 73501944, + "TP": 874012, + "n_pred": 911191, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8589226734751021, + "FN": 7873, + "FP": 38984, + "IoU": 0.7527295946637678, + "TN": 74237201, + "TP": 142640, + "n_pred": 181624, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9360529217199559, + "FN": 1631, + "FP": 4053, + "IoU": 0.8797927461139896, + "TN": 74379413, + "TP": 41601, + "n_pred": 45654, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8851509602691309, + "FN": 2593, + "FP": 5498, + "IoU": 0.7939648586707411, + "TN": 74387428, + "TP": 31179, + "n_pred": 36677, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769616959975919, + "FN": 4087, + "FP": 2342, + "IoU": 0.9549610138500662, + "TN": 106503945, + "TP": 136314, + "n_pred": 138656, + "n_ref": 140401 + }, + "10": { + "Dice": 0.871594581724973, + "FN": 13314, + "FP": 12034, + "IoU": 0.772412616608456, + "TN": 106535311, + "TP": 86029, + "n_pred": 98063, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6649118791485465, + "FN": 1746, + "FP": 1182, + "IoU": 0.49802845876907254, + "TN": 106640855, + "TP": 2905, + "n_pred": 4087, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8352400684623007, + "FN": 834, + "FP": 995, + "IoU": 0.717092034029389, + "TN": 106640223, + "TP": 4636, + "n_pred": 5631, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8422642282145463, + "FN": 8037, + "FP": 4288, + "IoU": 0.7275098936570051, + "TN": 106601457, + "TP": 32906, + "n_pred": 37194, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8959759515355181, + "FN": 2000, + "FP": 13849, + "IoU": 0.8115547417483117, + "TN": 106562584, + "TP": 68255, + "n_pred": 82104, + "n_ref": 70255 + }, + "15": { + "Dice": 0.37197103960199324, + "FN": 3159, + "FP": 75864, + "IoU": 0.22847937515255065, + "TN": 106544263, + "TP": 23402, + "n_pred": 99266, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9641524080946862, + "FN": 5341, + "FP": 8143, + "IoU": 0.9307859724047306, + "TN": 106451872, + "TP": 181332, + "n_pred": 189475, + "n_ref": 186673 + }, + "3": { + "Dice": 0.950417478702394, + "FN": 4678, + "FP": 10536, + "IoU": 0.905519536974936, + "TN": 106485660, + "TP": 145814, + "n_pred": 156350, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8898694783780018, + "FN": 504, + "FP": 1867, + "IoU": 0.8015899581589958, + "TN": 106634738, + "TP": 9579, + "n_pred": 11446, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7632058287795993, + "FN": 1090, + "FP": 990, + "IoU": 0.6170839469808542, + "TN": 106641256, + "TP": 3352, + "n_pred": 4342, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9789719873512766, + "FN": 24187, + "FP": 29444, + "IoU": 0.9588101161021564, + "TN": 105344645, + "TP": 1248412, + "n_pred": 1277856, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9281097421958506, + "FN": 23384, + "FP": 25176, + "IoU": 0.8658626528588437, + "TN": 106284671, + "TP": 313457, + "n_pred": 338633, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9613352495608645, + "FN": 1799, + "FP": 3770, + "IoU": 0.9255491236748172, + "TN": 106571887, + "TP": 69232, + "n_pred": 73002, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9139249445973261, + "FN": 10027, + "FP": 4111, + "IoU": 0.841493357250967, + "TN": 106557493, + "TP": 75057, + "n_pred": 79168, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613737863438154, + "FN": 8794, + "FP": 2934, + "IoU": 0.9256205685003615, + "TN": 107969250, + "TP": 145950, + "n_pred": 148884, + "n_ref": 154744 + }, + "10": { + "Dice": 0.877142658863263, + "FN": 5305, + "FP": 15939, + "IoU": 0.7811701689328389, + "TN": 108029848, + "TP": 75836, + "n_pred": 91775, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8026578073089701, + "FN": 621, + "FP": 567, + "IoU": 0.6703662597114317, + "TN": 108123324, + "TP": 2416, + "n_pred": 2983, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7980634475729392, + "FN": 842, + "FP": 743, + "IoU": 0.6639813440746237, + "TN": 108122211, + "TP": 3132, + "n_pred": 3875, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7962934254104714, + "FN": 20921, + "FP": 7987, + "IoU": 0.6615344987062254, + "TN": 108041519, + "TP": 56501, + "n_pred": 64488, + "n_ref": 77422 + }, + "14": { + "Dice": 0.703608985435695, + "FN": 4264, + "FP": 25753, + "IoU": 0.5427444170246474, + "TN": 108061282, + "TP": 35629, + "n_pred": 61382, + "n_ref": 39893 + }, + "15": { + "Dice": 0.3966436566318747, + "FN": 972, + "FP": 78916, + "IoU": 0.24738334573751494, + "TN": 108020781, + "TP": 26259, + "n_pred": 105175, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9576186770014583, + "FN": 10144, + "FP": 5811, + "IoU": 0.918683648558425, + "TN": 107930719, + "TP": 180254, + "n_pred": 186065, + "n_ref": 190398 + }, + "3": { + "Dice": 0.967435301756059, + "FN": 9510, + "FP": 3330, + "IoU": 0.9369246337797078, + "TN": 107923362, + "TP": 190726, + "n_pred": 194056, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9546055269293022, + "FN": 1166, + "FP": 1891, + "IoU": 0.9131534090909091, + "TN": 108091728, + "TP": 32143, + "n_pred": 34034, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8793896827318963, + "FN": 246, + "FP": 750, + "IoU": 0.784741733304517, + "TN": 108122301, + "TP": 3631, + "n_pred": 4381, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9760690817905785, + "FN": 39567, + "FP": 31035, + "IoU": 0.9532567719485018, + "TN": 106616506, + "TP": 1439820, + "n_pred": 1470855, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9114440365556548, + "FN": 8350, + "FP": 39848, + "IoU": 0.8372964433282022, + "TN": 107830696, + "TP": 248034, + "n_pred": 287882, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9157615308041146, + "FN": 1774, + "FP": 5842, + "IoU": 0.8446126537857304, + "TN": 108077915, + "TP": 41397, + "n_pred": 47239, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9243548002858731, + "FN": 3536, + "FP": 5990, + "IoU": 0.8593491613512875, + "TN": 108059200, + "TP": 58202, + "n_pred": 64192, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7927864142072033, + "FN": 9162, + "FP": 51127, + "IoU": 0.6567076642751395, + "TN": 62394540, + "TP": 115331, + "n_pred": 166458, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9016392070890058, + "FN": 5269, + "FP": 6486, + "IoU": 0.8208952949780595, + "TN": 62504528, + "TP": 53877, + "n_pred": 60363, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7022544700699663, + "FN": 697, + "FP": 452, + "IoU": 0.5411341853035144, + "TN": 62567656, + "TP": 1355, + "n_pred": 1807, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7298620382732532, + "FN": 987, + "FP": 1441, + "IoU": 0.5746320953048353, + "TN": 62564452, + "TP": 3280, + "n_pred": 4721, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8528155610231651, + "FN": 4968, + "FP": 7714, + "IoU": 0.7433988224106185, + "TN": 62520737, + "TP": 36741, + "n_pred": 44455, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9536305062229568, + "FN": 26379, + "FP": 5524, + "IoU": 0.9113707078564285, + "TN": 62210200, + "TP": 328057, + "n_pred": 333581, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5834090685120501, + "FN": 38058, + "FP": 38034, + "IoU": 0.411840183036646, + "TN": 62440787, + "TP": 53281, + "n_pred": 91315, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9582850280936356, + "FN": 5414, + "FP": 8655, + "IoU": 0.9199109679108768, + "TN": 62394493, + "TP": 161598, + "n_pred": 170253, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9691649319940987, + "FN": 8347, + "FP": 3859, + "IoU": 0.9401745847363339, + "TN": 62366133, + "TP": 191821, + "n_pred": 195680, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9251491972766244, + "FN": 1467, + "FP": 2095, + "IoU": 0.8607233626588465, + "TN": 62544585, + "TP": 22013, + "n_pred": 24108, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6777479892761394, + "FN": 3751, + "FP": 456, + "IoU": 0.5125709651257097, + "TN": 62561529, + "TP": 4424, + "n_pred": 4880, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9672018816242177, + "FN": 50969, + "FP": 44426, + "IoU": 0.9364868742647171, + "TN": 61068187, + "TP": 1406578, + "n_pred": 1451004, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.859173717785767, + "FN": 9954, + "FP": 48215, + "IoU": 0.7531152912415326, + "TN": 62334548, + "TP": 177443, + "n_pred": 225658, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7686866493732073, + "FN": 2857, + "FP": 37627, + "IoU": 0.6242819092166197, + "TN": 62462409, + "TP": 67267, + "n_pred": 104894, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8471513889259744, + "FN": 2006, + "FP": 15167, + "IoU": 0.7348331609097787, + "TN": 62505397, + "TP": 47590, + "n_pred": 62757, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9122628215461254, + "FN": 17548, + "FP": 33071, + "IoU": 0.8386794527358428, + "TN": 55067469, + "TP": 263160, + "n_pred": 296231, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8648984439233838, + "FN": 5563, + "FP": 16620, + "IoU": 0.761956883323139, + "TN": 55288059, + "TP": 71006, + "n_pred": 87626, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7833408172429277, + "FN": 838, + "FP": 1092, + "IoU": 0.6438457279940949, + "TN": 55375829, + "TP": 3489, + "n_pred": 4581, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8321198252548367, + "FN": 728, + "FP": 886, + "IoU": 0.7125044531528322, + "TN": 55375634, + "TP": 4000, + "n_pred": 4886, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7749445768327009, + "FN": 8205, + "FP": 18900, + "IoU": 0.6325791977877486, + "TN": 55307477, + "TP": 46666, + "n_pred": 65566, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9213260067383282, + "FN": 3304, + "FP": 12388, + "IoU": 0.8541283209697511, + "TN": 55273674, + "TP": 91882, + "n_pred": 104270, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8425492372421982, + "FN": 6256, + "FP": 24243, + "IoU": 0.7279352732333054, + "TN": 55269146, + "TP": 81603, + "n_pred": 105846, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9622939031280497, + "FN": 8019, + "FP": 6663, + "IoU": 0.9273279843192381, + "TN": 55179217, + "TP": 187349, + "n_pred": 194012, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9650894354852103, + "FN": 9562, + "FP": 3050, + "IoU": 0.9325341421533228, + "TN": 55194309, + "TP": 174327, + "n_pred": 177377, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8439208439208439, + "FN": 1929, + "FP": 98, + "IoU": 0.7299853470094578, + "TN": 55373741, + "TP": 5480, + "n_pred": 5578, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8419642002488753, + "FN": 1242, + "FP": 409, + "IoU": 0.7270623243511324, + "TN": 55375199, + "TP": 4398, + "n_pred": 4807, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9683084072477647, + "FN": 63984, + "FP": 29936, + "IoU": 0.938563824742059, + "TN": 53852507, + "TP": 1434821, + "n_pred": 1464757, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9310308232908049, + "FN": 17339, + "FP": 6057, + "IoU": 0.8709613369367382, + "TN": 55199938, + "TP": 157914, + "n_pred": 163971, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9523601444073369, + "FN": 1283, + "FP": 3296, + "IoU": 0.9090529911813776, + "TN": 55330900, + "TP": 45769, + "n_pred": 49065, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8840589113086356, + "FN": 3225, + "FP": 9284, + "IoU": 0.7922093023255814, + "TN": 55321048, + "TP": 47691, + "n_pred": 56975, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710301278926314, + "FN": 12864, + "FP": 3597, + "IoU": 0.9436915056647146, + "TN": 110854279, + "TP": 275875, + "n_pred": 279472, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8633078014863966, + "FN": 10196, + "FP": 12629, + "IoU": 0.7594912700336133, + "TN": 111051712, + "TP": 72078, + "n_pred": 84707, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8306095979247731, + "FN": 432, + "FP": 874, + "IoU": 0.7102928127772848, + "TN": 111142107, + "TP": 3202, + "n_pred": 4076, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8550673281360737, + "FN": 691, + "FP": 127, + "IoU": 0.7468276075518415, + "TN": 111143384, + "TP": 2413, + "n_pred": 2540, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8722638388948342, + "FN": 8798, + "FP": 6958, + "IoU": 0.7734644582470669, + "TN": 111077063, + "TP": 53796, + "n_pred": 60754, + "n_ref": 62594 + }, + "14": { + "Dice": 0.839195304449124, + "FN": 3656, + "FP": 10700, + "IoU": 0.7229427203952448, + "TN": 111094799, + "TP": 37460, + "n_pred": 48160, + "n_ref": 41116 + }, + "15": { + "Dice": 0.28986742827912526, + "FN": 1564, + "FP": 115049, + "IoU": 0.16949997507353307, + "TN": 111006202, + "TP": 23800, + "n_pred": 138849, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9431749035499358, + "FN": 7859, + "FP": 9978, + "IoU": 0.8924607361408374, + "TN": 110980750, + "TP": 148028, + "n_pred": 158006, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9434722477938249, + "FN": 24214, + "FP": 2190, + "IoU": 0.8929933414656881, + "TN": 110899864, + "TP": 220347, + "n_pred": 222537, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9342101815704666, + "FN": 1010, + "FP": 1501, + "IoU": 0.8765426028811643, + "TN": 111126276, + "TP": 17828, + "n_pred": 19329, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7813667690774724, + "FN": 62, + "FP": 2571, + "IoU": 0.6411828836195148, + "TN": 111139277, + "TP": 4705, + "n_pred": 7276, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9809113018509465, + "FN": 19121, + "FP": 42571, + "IoU": 0.9625377100467823, + "TN": 109499839, + "TP": 1585084, + "n_pred": 1627655, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.47876039173014145, + "FN": 241206, + "FP": 58181, + "IoU": 0.31471727999157667, + "TN": 110709734, + "TP": 137494, + "n_pred": 195675, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9257450102615187, + "FN": 3415, + "FP": 8959, + "IoU": 0.8617553738213344, + "TN": 111057107, + "TP": 77134, + "n_pred": 86093, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9108355209559156, + "FN": 5544, + "FP": 4306, + "IoU": 0.8362699468085106, + "TN": 111086455, + "TP": 50310, + "n_pred": 54616, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97459400219189, + "FN": 6551, + "FP": 3649, + "IoU": 0.9504469490866693, + "TN": 96915185, + "TP": 195640, + "n_pred": 199289, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9048807598357328, + "FN": 6425, + "FP": 7866, + "IoU": 0.8262851447117313, + "TN": 97038758, + "TP": 67976, + "n_pred": 75842, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8223812621990891, + "FN": 752, + "FP": 613, + "IoU": 0.6983425414364641, + "TN": 97116500, + "TP": 3160, + "n_pred": 3773, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7660545699761386, + "FN": 1591, + "FP": 664, + "IoU": 0.6208172187657642, + "TN": 97115078, + "TP": 3692, + "n_pred": 4356, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9019496812363927, + "FN": 5179, + "FP": 4864, + "IoU": 0.8214101538187961, + "TN": 97064790, + "TP": 46192, + "n_pred": 51056, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9491808434167964, + "FN": 6542, + "FP": 7032, + "IoU": 0.9032770648216105, + "TN": 96980686, + "TP": 126765, + "n_pred": 133797, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8750636485673287, + "FN": 2335, + "FP": 16558, + "IoU": 0.777878363920665, + "TN": 97035968, + "TP": 66164, + "n_pred": 82722, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9578921769252214, + "FN": 5902, + "FP": 8296, + "IoU": 0.9191872047356139, + "TN": 96945335, + "TP": 161492, + "n_pred": 169788, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9542430690788178, + "FN": 13790, + "FP": 5971, + "IoU": 0.9124903128667272, + "TN": 96895210, + "TP": 206054, + "n_pred": 212025, + "n_ref": 219844 + }, + "4": { + "Dice": 0.927012278308322, + "FN": 925, + "FP": 1643, + "IoU": 0.8639542275905913, + "TN": 97102149, + "TP": 16308, + "n_pred": 17951, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7388045926090007, + "FN": 2452, + "FP": 4623, + "IoU": 0.5857970844798314, + "TN": 97103944, + "TP": 10006, + "n_pred": 14629, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9809628164837882, + "FN": 26788, + "FP": 33795, + "IoU": 0.9626369207637282, + "TN": 95499558, + "TP": 1560884, + "n_pred": 1594679, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9362102534847959, + "FN": 24796, + "FP": 16354, + "IoU": 0.8800707626217144, + "TN": 96777906, + "TP": 301969, + "n_pred": 318323, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9625097396759436, + "FN": 3755, + "FP": 3751, + "IoU": 0.9277289401977681, + "TN": 97017166, + "TP": 96353, + "n_pred": 100104, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9287322380339061, + "FN": 6752, + "FP": 6860, + "IoU": 0.8669468745418113, + "TN": 97018720, + "TP": 88693, + "n_pred": 95553, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731054863163304, + "FN": 7794, + "FP": 2672, + "IoU": 0.9476197149263292, + "TN": 78856597, + "TP": 189342, + "n_pred": 192014, + "n_ref": 197136 + }, + "10": { + "Dice": 0.850569116193107, + "FN": 7412, + "FP": 22665, + "IoU": 0.7399915281343742, + "TN": 78940728, + "TP": 85600, + "n_pred": 108265, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7833781008058145, + "FN": 530, + "FP": 841, + "IoU": 0.6438961038961039, + "TN": 79052555, + "TP": 2479, + "n_pred": 3320, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6177131724861382, + "FN": 943, + "FP": 1608, + "IoU": 0.446877710320902, + "TN": 79051793, + "TP": 2061, + "n_pred": 3669, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7827958029108844, + "FN": 16908, + "FP": 10044, + "IoU": 0.6431096810074286, + "TN": 78980886, + "TP": 48567, + "n_pred": 58611, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4954053770216341, + "FN": 19009, + "FP": 19429, + "IoU": 0.3292616957788752, + "TN": 78999098, + "TP": 18869, + "n_pred": 38298, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5272917601315986, + "FN": 6798, + "FP": 50100, + "IoU": 0.35804224207961005, + "TN": 78967773, + "TP": 31734, + "n_pred": 81834, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9508691763414008, + "FN": 5372, + "FP": 5724, + "IoU": 0.9063399481729706, + "TN": 78937934, + "TP": 107375, + "n_pred": 113099, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9524365309609677, + "FN": 7951, + "FP": 3378, + "IoU": 0.9091921960916334, + "TN": 78931647, + "TP": 113429, + "n_pred": 116807, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8550757662071323, + "FN": 977, + "FP": 1567, + "IoU": 0.7468404816399642, + "TN": 79046356, + "TP": 7505, + "n_pred": 9072, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8848461758262691, + "FN": 313, + "FP": 896, + "IoU": 0.7934745473180731, + "TN": 79050551, + "TP": 4645, + "n_pred": 5541, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9792831228481693, + "FN": 22350, + "FP": 32497, + "IoU": 0.9594072017117258, + "TN": 77705254, + "TP": 1296304, + "n_pred": 1328801, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9337125041292275, + "FN": 51399, + "FP": 8600, + "IoU": 0.8756667481753792, + "TN": 78573839, + "TP": 422567, + "n_pred": 431167, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9478409306442436, + "FN": 1543, + "FP": 1757, + "IoU": 0.9008532628289869, + "TN": 79023121, + "TP": 29984, + "n_pred": 31741, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9311310348728682, + "FN": 5447, + "FP": 4293, + "IoU": 0.8711367485182049, + "TN": 78980821, + "TP": 65844, + "n_pred": 70137, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607030711332262, + "FN": 8396, + "FP": 10013, + "IoU": 0.9243778601181429, + "TN": 122468506, + "TP": 225025, + "n_pred": 235038, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8128525655489869, + "FN": 20336, + "FP": 21134, + "IoU": 0.6847107123850072, + "TN": 122580410, + "TP": 90060, + "n_pred": 111194, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8397585909594778, + "FN": 773, + "FP": 528, + "IoU": 0.7237791932059447, + "TN": 122707230, + "TP": 3409, + "n_pred": 3937, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6983323146773771, + "FN": 2291, + "FP": 1164, + "IoU": 0.5364904749127984, + "TN": 122704486, + "TP": 3999, + "n_pred": 5163, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7534415359931923, + "FN": 11301, + "FP": 16514, + "IoU": 0.6044173279858919, + "TN": 122641626, + "TP": 42499, + "n_pred": 59013, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7757067821447977, + "FN": 13473, + "FP": 41015, + "IoU": 0.6335955887297424, + "TN": 122563230, + "TP": 94222, + "n_pred": 135237, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8703154643303176, + "FN": 5444, + "FP": 8159, + "IoU": 0.7704057520928976, + "TN": 122652692, + "TP": 45645, + "n_pred": 53804, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8394071794794062, + "FN": 26185, + "FP": 16194, + "IoU": 0.7232572566689522, + "TN": 122558805, + "TP": 110756, + "n_pred": 126950, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9030933574585058, + "FN": 3133, + "FP": 27502, + "IoU": 0.8233092247176754, + "TN": 122538558, + "TP": 142747, + "n_pred": 170249, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7984800925161077, + "FN": 5060, + "FP": 25435, + "IoU": 0.6645583544164558, + "TN": 122621030, + "TP": 60415, + "n_pred": 85850, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6698465367067606, + "FN": 7519, + "FP": 2033, + "IoU": 0.5035859058309947, + "TN": 122692698, + "TP": 9690, + "n_pred": 11723, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9767147727226365, + "FN": 35044, + "FP": 44858, + "IoU": 0.9544892730655008, + "TN": 120956266, + "TP": 1675772, + "n_pred": 1720630, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6667505445509518, + "FN": 142274, + "FP": 281516, + "IoU": 0.500094368556397, + "TN": 121864200, + "TP": 423950, + "n_pred": 705466, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9021112852291616, + "FN": 3758, + "FP": 25039, + "IoU": 0.8216782567233681, + "TN": 122550451, + "TP": 132692, + "n_pred": 157731, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8749623534990421, + "FN": 6474, + "FP": 13039, + "IoU": 0.7777182890015378, + "TN": 122624155, + "TP": 68272, + "n_pred": 81311, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..fa7ee626edf45087644ff4eb619a34fef3b47564 --- /dev/null +++ b/nnActive_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6923905896125349, + "FN": 2649.98, + "FP": 2333.302222222222, + "IoU": 0.6039377848290358, + "TN": 1103412.5177777777, + "TP": 18930.066666666666, + "n_pred": 21263.36888888889, + "n_ref": 21580.046666666658 + }, + "mean": { + "1": { + "Dice": 0.6547772298888196, + "FN": 3703.9666666666667, + "FP": 1007.0333333333333, + "IoU": 0.6024715039962473, + "TN": 1102987.0666666667, + "TP": 19627.8, + "n_pred": 20634.833333333332, + "n_ref": 23331.766666666666 + }, + "10": { + "Dice": 0.5671631383537378, + "FN": 3727.4666666666667, + "FP": 2395.0666666666666, + "IoU": 0.45269785711158517, + "TN": 1111620.9333333333, + "TP": 9582.4, + "n_pred": 11977.466666666667, + "n_ref": 13309.866666666667 + }, + "11": { + "Dice": 0.669163768744277, + "FN": 397.06666666666666, + "FP": 404.7, + "IoU": 0.5361373329764708, + "TN": 1125429.8333333333, + "TP": 1094.2666666666667, + "n_pred": 1498.9666666666667, + "n_ref": 1491.3333333333333 + }, + "12": { + "Dice": 0.3659843437760531, + "FN": 259.23333333333335, + "FP": 314.46666666666664, + "IoU": 0.2747284274297294, + "TN": 1126363.6333333333, + "TP": 388.53333333333336, + "n_pred": 703.0, + "n_ref": 647.7666666666667 + }, + "13": { + "Dice": 0.6721568667223445, + "FN": 3080.2, + "FP": 3598.9, + "IoU": 0.5335607934172848, + "TN": 1112223.7, + "TP": 8423.066666666668, + "n_pred": 12021.966666666667, + "n_ref": 11503.266666666666 + }, + "14": { + "Dice": 0.6647170789519794, + "FN": 5740.466666666666, + "FP": 1739.3333333333333, + "IoU": 0.5789539225636671, + "TN": 1100963.9333333333, + "TP": 18882.133333333335, + "n_pred": 20621.466666666667, + "n_ref": 24622.6 + }, + "15": { + "Dice": 0.6128586122095807, + "FN": 3324.1666666666665, + "FP": 2519.4, + "IoU": 0.5208883105415055, + "TN": 1108285.5, + "TP": 13196.8, + "n_pred": 15716.2, + "n_ref": 16520.966666666667 + }, + "2": { + "Dice": 0.8127696883878276, + "FN": 677.9, + "FP": 2300.5666666666666, + "IoU": 0.7692567753267293, + "TN": 1110047.7333333334, + "TP": 14299.666666666666, + "n_pred": 16600.233333333334, + "n_ref": 14977.566666666668 + }, + "3": { + "Dice": 0.8404145710897395, + "FN": 2675.1, + "FP": 1207.1, + "IoU": 0.7704366057767199, + "TN": 1104677.3666666667, + "TP": 18766.3, + "n_pred": 19973.4, + "n_ref": 21441.4 + }, + "4": { + "Dice": 0.5205201433075296, + "FN": 2032.3, + "FP": 1303.8666666666666, + "IoU": 0.4651497555019916, + "TN": 1116220.1, + "TP": 7769.6, + "n_pred": 9073.466666666667, + "n_ref": 9801.9 + }, + "5": { + "Dice": 0.7681040989536371, + "FN": 392.5, + "FP": 573.6333333333333, + "IoU": 0.6309126798924447, + "TN": 1124385.1, + "TP": 1974.6333333333334, + "n_pred": 2548.266666666667, + "n_ref": 2367.133333333333 + }, + "6": { + "Dice": 0.9098417905603727, + "FN": 5213.733333333334, + "FP": 8526.033333333333, + "IoU": 0.8512510542793563, + "TN": 998646.8666666667, + "TP": 114939.23333333334, + "n_pred": 123465.26666666666, + "n_ref": 120152.96666666666 + }, + "7": { + "Dice": 0.5894403721390783, + "FN": 5285.2, + "FP": 5350.166666666667, + "IoU": 0.49918178682965136, + "TN": 1092184.5, + "TP": 24506.0, + "n_pred": 29856.166666666668, + "n_ref": 29791.2 + }, + "8": { + "Dice": 0.9084040668460496, + "FN": 810.6333333333333, + "FP": 1104.2666666666667, + "IoU": 0.8368968526461625, + "TN": 1112291.5666666667, + "TP": 13119.4, + "n_pred": 14223.666666666666, + "n_ref": 13930.033333333333 + }, + "9": { + "Dice": 0.8295430742569971, + "FN": 2429.766666666667, + "FP": 2655.0, + "IoU": 0.7365431141459939, + "TN": 1104859.9333333333, + "TP": 17381.166666666668, + "n_pred": 20036.166666666668, + "n_ref": 19810.933333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7575705139297456, + "FN": 7268, + "FP": 2539, + "IoU": 0.60974930362117, + "TN": 1376726, + "TP": 15323, + "n_pred": 17862, + "n_ref": 22591 + }, + "11": { + "Dice": 0.7812382739212007, + "FN": 367, + "FP": 216, + "IoU": 0.6410098522167488, + "TN": 1400232, + "TP": 1041, + "n_pred": 1257, + "n_ref": 1408 + }, + "12": { + "Dice": 0.7251506024096386, + "FN": 1156, + "FP": 304, + "IoU": 0.5688127584170112, + "TN": 1398470, + "TP": 1926, + "n_pred": 2230, + "n_ref": 3082 + }, + "13": { + "Dice": 0.7453926850014176, + "FN": 2854, + "FP": 7922, + "IoU": 0.5941242937853107, + "TN": 1375306, + "TP": 15774, + "n_pred": 23696, + "n_ref": 18628 + }, + "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": 0.953828889584255, + "FN": 1372, + "FP": 2907, + "IoU": 0.9117331573084698, + "TN": 1353378, + "TP": 44199, + "n_pred": 47106, + "n_ref": 45571 + }, + "3": { + "Dice": 0.9505185700214381, + "FN": 1055, + "FP": 653, + "IoU": 0.9057030861811958, + "TN": 1383743, + "TP": 16405, + "n_pred": 17058, + "n_ref": 17460 + }, + "4": { + "Dice": 0.8932733118971061, + "FN": 2284, + "FP": 1865, + "IoU": 0.8071309036816661, + "TN": 1380344, + "TP": 17363, + "n_pred": 19228, + "n_ref": 19647 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9606306636987847, + "FN": 7232, + "FP": 4459, + "IoU": 0.9242437987610482, + "TN": 1247532, + "TP": 142633, + "n_pred": 147092, + "n_ref": 149865 + }, + "7": { + "Dice": 0.6999483559993114, + "FN": 4173, + "FP": 2799, + "IoU": 0.5384004237288136, + "TN": 1386752, + "TP": 8132, + "n_pred": 10931, + "n_ref": 12305 + }, + "8": { + "Dice": 0.8831353244663227, + "FN": 512, + "FP": 1957, + "IoU": 0.7907272419054077, + "TN": 1390058, + "TP": 9329, + "n_pred": 11286, + "n_ref": 9841 + }, + "9": { + "Dice": 0.9225610729682261, + "FN": 2204, + "FP": 3616, + "IoU": 0.8562537048014226, + "TN": 1361368, + "TP": 34668, + "n_pred": 38284, + "n_ref": 36872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0392156862745098, + "FN": 343, + "FP": 0, + "IoU": 0.02, + "TN": 1226274, + "TP": 7, + "n_pred": 7, + "n_ref": 350 + }, + "10": { + "Dice": 0.7880239520958083, + "FN": 463, + "FP": 422, + "IoU": 0.650197628458498, + "TN": 1224094, + "TP": 1645, + "n_pred": 2067, + "n_ref": 2108 + }, + "11": { + "Dice": 0.8110141438459224, + "FN": 236, + "FP": 1020, + "IoU": 0.6821057960010124, + "TN": 1222673, + "TP": 2695, + "n_pred": 3715, + "n_ref": 2931 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8450322849406373, + "FN": 340, + "FP": 1148, + "IoU": 0.7316501352569883, + "TN": 1221079, + "TP": 4057, + "n_pred": 5205, + "n_ref": 4397 + }, + "14": { + "Dice": 0.8263372558203071, + "FN": 7448, + "FP": 1451, + "IoU": 0.704067041335506, + "TN": 1196553, + "TP": 21172, + "n_pred": 22623, + "n_ref": 28620 + }, + "15": { + "Dice": 0.8162534435261708, + "FN": 8311, + "FP": 2361, + "IoU": 0.6895508494298348, + "TN": 1192248, + "TP": 23704, + "n_pred": 26065, + "n_ref": 32015 + }, + "2": { + "Dice": 0.9632336520697565, + "FN": 1288, + "FP": 2334, + "IoU": 0.9290749588783582, + "TN": 1175556, + "TP": 47446, + "n_pred": 49780, + "n_ref": 48734 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.17454545454545456, + "FN": 370, + "FP": 84, + "IoU": 0.09561752988047809, + "TN": 1226122, + "TP": 48, + "n_pred": 132, + "n_ref": 418 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.974573124094664, + "FN": 5030, + "FP": 5309, + "IoU": 0.9504072372144783, + "TN": 1018146, + "TP": 198139, + "n_pred": 203448, + "n_ref": 203169 + }, + "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": 0.8575209748302037, + "FN": 1980, + "FP": 3726, + "IoU": 0.7505791843336101, + "TN": 1203747, + "TP": 17171, + "n_pred": 20897, + "n_ref": 19151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33837004899577366, + "FN": 35126, + "FP": 254, + "IoU": 0.20363742769036847, + "TN": 1006965, + "TP": 9047, + "n_pred": 9301, + "n_ref": 44173 + }, + "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": 0.20319303338171263, + "FN": 548, + "FP": 1, + "IoU": 0.11308562197092084, + "TN": 1050773, + "TP": 70, + "n_pred": 71, + "n_ref": 618 + }, + "13": { + "Dice": 0.0, + "FN": 2122, + "FP": 3, + "IoU": 0.0, + "TN": 1049267, + "TP": 0, + "n_pred": 3, + "n_ref": 2122 + }, + "14": { + "Dice": 0.9474318243554464, + "FN": 6101, + "FP": 7252, + "IoU": 0.9001144498552546, + "TN": 917709, + "TP": 120330, + "n_pred": 127582, + "n_ref": 126431 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40031, + "IoU": 0.0, + "TN": 1011361, + "TP": 0, + "n_pred": 40031, + "n_ref": 0 + }, + "3": { + "Dice": 0.35284437508866506, + "FN": 45392, + "FP": 226, + "IoU": 0.21421435215489026, + "TN": 993338, + "TP": 12436, + "n_pred": 12662, + "n_ref": 57828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8476275020761147, + "FN": 3700, + "FP": 1621, + "IoU": 0.7355499229660554, + "TN": 1031271, + "TP": 14800, + "n_pred": 16421, + "n_ref": 18500 + }, + "6": { + "Dice": 0.6894792970742338, + "FN": 2341, + "FP": 44538, + "IoU": 0.526110953863572, + "TN": 952468, + "TP": 52045, + "n_pred": 96583, + "n_ref": 54386 + }, + "7": { + "Dice": 0.42390681687989307, + "FN": 5923, + "FP": 111, + "IoU": 0.26896050399806154, + "TN": 1043138, + "TP": 2220, + "n_pred": 2331, + "n_ref": 8143 + }, + "8": { + "Dice": 0.9526454368016348, + "FN": 1265, + "FP": 2350, + "IoU": 0.9095730044775746, + "TN": 1011415, + "TP": 36362, + "n_pred": 38712, + "n_ref": 37627 + }, + "9": { + "Dice": 0.8302465977693646, + "FN": 3352, + "FP": 3284, + "IoU": 0.7097620713785864, + "TN": 1028528, + "TP": 16228, + "n_pred": 19512, + "n_ref": 19580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9294245385450597, + "FN": 657, + "FP": 253, + "IoU": 0.8681541582150102, + "TN": 1394954, + "TP": 5992, + "n_pred": 6245, + "n_ref": 6649 + }, + "10": { + "Dice": 0.8204369644774615, + "FN": 9104, + "FP": 7284, + "IoU": 0.6955431289129991, + "TN": 1348029, + "TP": 37439, + "n_pred": 44723, + "n_ref": 46543 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6806075280651552, + "FN": 219, + "FP": 1232, + "IoU": 0.5158491825158492, + "TN": 1398859, + "TP": 1546, + "n_pred": 2778, + "n_ref": 1765 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9368964148696918, + "FN": 2436, + "FP": 5196, + "IoU": 0.8812842210054753, + "TN": 1337568, + "TP": 56656, + "n_pred": 61852, + "n_ref": 59092 + }, + "15": { + "Dice": 0.8716517857142857, + "FN": 9827, + "FP": 983, + "IoU": 0.7725024727992087, + "TN": 1354339, + "TP": 36707, + "n_pred": 37690, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3741935483870968, + "FN": 6, + "FP": 91, + "IoU": 0.23015873015873015, + "TN": 1401730, + "TP": 29, + "n_pred": 120, + "n_ref": 35 + }, + "4": { + "Dice": 0.9365167843428713, + "FN": 921, + "FP": 1129, + "IoU": 0.8806126608817192, + "TN": 1384685, + "TP": 15121, + "n_pred": 16250, + "n_ref": 16042 + }, + "5": { + "Dice": 0.8641514464738035, + "FN": 723, + "FP": 1315, + "IoU": 0.7607981220657277, + "TN": 1393336, + "TP": 6482, + "n_pred": 7797, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9554451004791072, + "FN": 8197, + "FP": 11174, + "IoU": 0.9146911291281504, + "TN": 1174787, + "TP": 207698, + "n_pred": 218872, + "n_ref": 215895 + }, + "7": { + "Dice": 0.9406301731152324, + "FN": 6709, + "FP": 5987, + "IoU": 0.887914823741293, + "TN": 1288585, + "TP": 100575, + "n_pred": 106562, + "n_ref": 107284 + }, + "8": { + "Dice": 0.8071278825995807, + "FN": 1039, + "FP": 1169, + "IoU": 0.6766256590509666, + "TN": 1395028, + "TP": 4620, + "n_pred": 5789, + "n_ref": 5659 + }, + "9": { + "Dice": 0.720602992663292, + "FN": 6983, + "FP": 5546, + "IoU": 0.5632364219479886, + "TN": 1373170, + "TP": 16157, + "n_pred": 21703, + "n_ref": 23140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756000972035965, + "FN": 1913, + "FP": 798, + "IoU": 0.9523625437101337, + "TN": 994483, + "TP": 54198, + "n_pred": 54996, + "n_ref": 56111 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7066031313818925, + "FN": 1786, + "FP": 800, + "IoU": 0.5463157894736842, + "TN": 1045692, + "TP": 3114, + "n_pred": 3914, + "n_ref": 4900 + }, + "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": 0.8639933558416235, + "FN": 763, + "FP": 6770, + "IoU": 0.760553083280356, + "TN": 1019932, + "TP": 23927, + "n_pred": 30697, + "n_ref": 24690 + }, + "15": { + "Dice": 0.8601177262506624, + "FN": 3161, + "FP": 6606, + "IoU": 0.7545671566779746, + "TN": 1011597, + "TP": 30028, + "n_pred": 36634, + "n_ref": 33189 + }, + "2": { + "Dice": 0.9565923799723794, + "FN": 1360, + "FP": 243, + "IoU": 0.9167964289421779, + "TN": 1032126, + "TP": 17663, + "n_pred": 17906, + "n_ref": 19023 + }, + "3": { + "Dice": 0.9466105148756963, + "FN": 536, + "FP": 1822, + "IoU": 0.898632963631674, + "TN": 1028130, + "TP": 20904, + "n_pred": 22726, + "n_ref": 21440 + }, + "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": 0.9538906589003342, + "FN": 1947, + "FP": 412, + "IoU": 0.9118460388639761, + "TN": 1024632, + "TP": 24401, + "n_pred": 24813, + "n_ref": 26348 + }, + "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": 0.9387294310834389, + "FN": 297, + "FP": 1494, + "IoU": 0.8845335568306363, + "TN": 1035881, + "TP": 13720, + "n_pred": 15214, + "n_ref": 14017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415347137637028, + "FN": 426, + "FP": 822, + "IoU": 0.8895281933256617, + "TN": 1215327, + "TP": 10049, + "n_pred": 10871, + "n_ref": 10475 + }, + "10": { + "Dice": 0.021132075471698115, + "FN": 4667, + "FP": 521, + "IoU": 0.010678871090770405, + "TN": 1221380, + "TP": 56, + "n_pred": 577, + "n_ref": 4723 + }, + "11": { + "Dice": 0.6631016042780749, + "FN": 34, + "FP": 29, + "IoU": 0.496, + "TN": 1226499, + "TP": 62, + "n_pred": 91, + "n_ref": 96 + }, + "12": { + "Dice": 0.41351840675920337, + "FN": 1405, + "FP": 3454, + "IoU": 0.2606512477175898, + "TN": 1220052, + "TP": 1713, + "n_pred": 5167, + "n_ref": 3118 + }, + "13": { + "Dice": 0.6397410638896707, + "FN": 213, + "FP": 2347, + "IoU": 0.47030829712393957, + "TN": 1221791, + "TP": 2273, + "n_pred": 4620, + "n_ref": 2486 + }, + "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": 0.9332339473964434, + "FN": 411, + "FP": 843, + "IoU": 0.8748253144340188, + "TN": 1216606, + "TP": 8764, + "n_pred": 9607, + "n_ref": 9175 + }, + "4": { + "Dice": 0.9072216151783054, + "FN": 2352, + "FP": 5120, + "IoU": 0.8301972547950186, + "TN": 1182620, + "TP": 36532, + "n_pred": 41652, + "n_ref": 38884 + }, + "5": { + "Dice": 0.568870523415978, + "FN": 229, + "FP": 3527, + "IoU": 0.397497593840231, + "TN": 1220390, + "TP": 2478, + "n_pred": 6005, + "n_ref": 2707 + }, + "6": { + "Dice": 0.9626759897949542, + "FN": 9261, + "FP": 7329, + "IoU": 0.9280378939697577, + "TN": 996086, + "TP": 213948, + "n_pred": 221277, + "n_ref": 223209 + }, + "7": { + "Dice": 0.0, + "FN": 5782, + "FP": 16147, + "IoU": 0.0, + "TN": 1204695, + "TP": 0, + "n_pred": 16147, + "n_ref": 5782 + }, + "8": { + "Dice": 0.9574415062993216, + "FN": 967, + "FP": 570, + "IoU": 0.9183575905662382, + "TN": 1207798, + "TP": 17289, + "n_pred": 17859, + "n_ref": 18256 + }, + "9": { + "Dice": 0.8885261113879677, + "FN": 3895, + "FP": 2592, + "IoU": 0.7994124922696352, + "TN": 1194284, + "TP": 25853, + "n_pred": 28445, + "n_ref": 29748 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423693257968649, + "FN": 2656, + "FP": 1300, + "IoU": 0.8910192837465565, + "TN": 1190324, + "TP": 32344, + "n_pred": 33644, + "n_ref": 35000 + }, + "10": { + "Dice": 0.6933435668434274, + "FN": 22883, + "FP": 12277, + "IoU": 0.5306242323917338, + "TN": 1151716, + "TP": 39748, + "n_pred": 52025, + "n_ref": 62631 + }, + "11": { + "Dice": 0.6987230017341952, + "FN": 838, + "FP": 1073, + "IoU": 0.5369517809546887, + "TN": 1222497, + "TP": 2216, + "n_pred": 3289, + "n_ref": 3054 + }, + "12": { + "Dice": 0.5628140703517588, + "FN": 499, + "FP": 1763, + "IoU": 0.3916083916083916, + "TN": 1222906, + "TP": 1456, + "n_pred": 3219, + "n_ref": 1955 + }, + "13": { + "Dice": 0.4361944457907236, + "FN": 17114, + "FP": 17785, + "IoU": 0.27893138287981156, + "TN": 1178225, + "TP": 13500, + "n_pred": 31285, + "n_ref": 30614 + }, + "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": 0.8888297305931211, + "FN": 1767, + "FP": 321, + "IoU": 0.7999041686631528, + "TN": 1216189, + "TP": 8347, + "n_pred": 8668, + "n_ref": 10114 + }, + "3": { + "Dice": 0.9215830399628613, + "FN": 547, + "FP": 3507, + "IoU": 0.8545702396326589, + "TN": 1198748, + "TP": 23822, + "n_pred": 27329, + "n_ref": 24369 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 1226128, + "TP": 0, + "n_pred": 496, + "n_ref": 0 + }, + "5": { + "Dice": 0.6269907795473596, + "FN": 444, + "FP": 1, + "IoU": 0.45665445665445664, + "TN": 1225805, + "TP": 374, + "n_pred": 375, + "n_ref": 818 + }, + "6": { + "Dice": 0.9563379542113002, + "FN": 6010, + "FP": 10620, + "IoU": 0.9163291489522276, + "TN": 1027869, + "TP": 182125, + "n_pred": 192745, + "n_ref": 188135 + }, + "7": { + "Dice": 0.5370591921608842, + "FN": 24583, + "FP": 7921, + "IoU": 0.36710931111024575, + "TN": 1175266, + "TP": 18854, + "n_pred": 26775, + "n_ref": 43437 + }, + "8": { + "Dice": 0.8569645390070922, + "FN": 1436, + "FP": 1085, + "IoU": 0.7497269929514544, + "TN": 1216551, + "TP": 7552, + "n_pred": 8637, + "n_ref": 8988 + }, + "9": { + "Dice": 0.8010312845296159, + "FN": 11051, + "FP": 6776, + "IoU": 0.6681002383080131, + "TN": 1172912, + "TP": 35885, + "n_pred": 42661, + "n_ref": 46936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 876128, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": 0.5017899761336515, + "FN": 1483, + "FP": 187, + "IoU": 0.334926324173636, + "TN": 873649, + "TP": 841, + "n_pred": 1028, + "n_ref": 2324 + }, + "11": { + "Dice": 0.7178393745557925, + "FN": 1143, + "FP": 842, + "IoU": 0.5598669623059866, + "TN": 871650, + "TP": 2525, + "n_pred": 3367, + "n_ref": 3668 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.9190528634361234, + "FN": 2626, + "FP": 1490, + "IoU": 0.8502292409577178, + "TN": 848678, + "TP": 23366, + "n_pred": 24856, + "n_ref": 25992 + }, + "14": { + "Dice": 0.8907512138153271, + "FN": 2885, + "FP": 7218, + "IoU": 0.8030220315851043, + "TN": 824870, + "TP": 41187, + "n_pred": 48405, + "n_ref": 44072 + }, + "15": { + "Dice": 0.7305217677170901, + "FN": 114, + "FP": 11362, + "IoU": 0.5754504087899078, + "TN": 849129, + "TP": 15555, + "n_pred": 26917, + "n_ref": 15669 + }, + "2": { + "Dice": 0.959114139693356, + "FN": 818, + "FP": 1150, + "IoU": 0.9214402618657938, + "TN": 851109, + "TP": 23083, + "n_pred": 24233, + "n_ref": 23901 + }, + "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": 46, + "IoU": 0.0, + "TN": 876114, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9683212426152846, + "FN": 3471, + "FP": 3398, + "IoU": 0.9385879428883067, + "TN": 764309, + "TP": 104982, + "n_pred": 108380, + "n_ref": 108453 + }, + "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": 0.9300419601010969, + "FN": 1280, + "FP": 1571, + "IoU": 0.869232180533896, + "TN": 854358, + "TP": 18951, + "n_pred": 20522, + "n_ref": 20231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.6636909342773588, + "FN": 2639, + "FP": 6101, + "IoU": 0.49665975581663213, + "TN": 1034028, + "TP": 8624, + "n_pred": 14725, + "n_ref": 11263 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1051355, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6227384202489473, + "FN": 5233, + "FP": 2920, + "IoU": 0.4521569681494423, + "TN": 1036510, + "TP": 6729, + "n_pred": 9649, + "n_ref": 11962 + }, + "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": 4154, + "IoU": 0.0, + "TN": 1047238, + "TP": 0, + "n_pred": 4154, + "n_ref": 0 + }, + "2": { + "Dice": 0.945619831318873, + "FN": 1927, + "FP": 3373, + "IoU": 0.8968490297970066, + "TN": 1000011, + "TP": 46081, + "n_pred": 49454, + "n_ref": 48008 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9106739578154961, + "FN": 3774, + "FP": 2515, + "IoU": 0.8359976008553472, + "TN": 1013045, + "TP": 32058, + "n_pred": 34573, + "n_ref": 35832 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710133179225819, + "FN": 5948, + "FP": 5137, + "IoU": 0.9436597526823244, + "TN": 854641, + "TP": 185666, + "n_pred": 190803, + "n_ref": 191614 + }, + "7": { + "Dice": 0.7959109751680283, + "FN": 805, + "FP": 4266, + "IoU": 0.6610067517882211, + "TN": 1036433, + "TP": 9888, + "n_pred": 14154, + "n_ref": 10693 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.819672131147541, + "FN": 7, + "FP": 4, + "IoU": 0.6944444444444444, + "TN": 1051356, + "TP": 25, + "n_pred": 29, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9280293553498458, + "FN": 628, + "FP": 235, + "IoU": 0.8657227322234324, + "TN": 1044965, + "TP": 5564, + "n_pred": 5799, + "n_ref": 6192 + }, + "10": { + "Dice": 0.7677045386853621, + "FN": 6307, + "FP": 3832, + "IoU": 0.6229873944892723, + "TN": 1024499, + "TP": 16754, + "n_pred": 20586, + "n_ref": 23061 + }, + "11": { + "Dice": 0.6685829261281978, + "FN": 705, + "FP": 448, + "IoU": 0.5021588946459413, + "TN": 1049076, + "TP": 1163, + "n_pred": 1611, + "n_ref": 1868 + }, + "12": { + "Dice": 0.27882960413080893, + "FN": 2142, + "FP": 791, + "IoU": 0.162, + "TN": 1047892, + "TP": 567, + "n_pred": 1358, + "n_ref": 2709 + }, + "13": { + "Dice": 0.6910277055204591, + "FN": 5096, + "FP": 2387, + "IoU": 0.5279162197968582, + "TN": 1035541, + "TP": 8368, + "n_pred": 10755, + "n_ref": 13464 + }, + "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": 0.9402015380535667, + "FN": 321, + "FP": 581, + "IoU": 0.8871512573501814, + "TN": 1043399, + "TP": 7091, + "n_pred": 7672, + "n_ref": 7412 + }, + "3": { + "Dice": 0.939566065974076, + "FN": 2166, + "FP": 4739, + "IoU": 0.8860203694227563, + "TN": 990811, + "TP": 53676, + "n_pred": 58415, + "n_ref": 55842 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1051359, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": 0.7764741733963126, + "FN": 381, + "FP": 1086, + "IoU": 0.6346201743462018, + "TN": 1047377, + "TP": 2548, + "n_pred": 3634, + "n_ref": 2929 + }, + "6": { + "Dice": 0.9779935215434025, + "FN": 4265, + "FP": 5287, + "IoU": 0.9569347574198726, + "TN": 829589, + "TP": 212251, + "n_pred": 217538, + "n_ref": 216516 + }, + "7": { + "Dice": 0.9208760073387677, + "FN": 745, + "FP": 2662, + "IoU": 0.8533551413937073, + "TN": 1028159, + "TP": 19826, + "n_pred": 22488, + "n_ref": 20571 + }, + "8": { + "Dice": 0.9356860192931445, + "FN": 1681, + "FP": 4446, + "IoU": 0.8791447225674103, + "TN": 1000695, + "TP": 44570, + "n_pred": 49016, + "n_ref": 46251 + }, + "9": { + "Dice": 0.8942249728730458, + "FN": 2990, + "FP": 2274, + "IoU": 0.8086861711793567, + "TN": 1023877, + "TP": 22251, + "n_pred": 24525, + "n_ref": 25241 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8805137806768537, + "FN": 2928, + "FP": 3007, + "IoU": 0.7865338272848253, + "TN": 1198821, + "TP": 21868, + "n_pred": 24875, + "n_ref": 24796 + }, + "11": { + "Dice": 0.7105141269106068, + "FN": 1710, + "FP": 790, + "IoU": 0.5510057471264368, + "TN": 1221056, + "TP": 3068, + "n_pred": 3858, + "n_ref": 4778 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7768074087444289, + "FN": 3558, + "FP": 12517, + "IoU": 0.6350654952439329, + "TN": 1182575, + "TP": 27974, + "n_pred": 40491, + "n_ref": 31532 + }, + "14": { + "Dice": 0.6281404014905637, + "FN": 12062, + "FP": 312, + "IoU": 0.4578751369112815, + "TN": 1203799, + "TP": 10451, + "n_pred": 10763, + "n_ref": 22513 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4251, + "IoU": 0.0, + "TN": 1222373, + "TP": 0, + "n_pred": 4251, + "n_ref": 0 + }, + "2": { + "Dice": 0.9726358347303027, + "FN": 515, + "FP": 595, + "IoU": 0.9467293756298891, + "TN": 1205787, + "TP": 19727, + "n_pred": 20322, + "n_ref": 20242 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8947621997384542, + "FN": 1341, + "FP": 1717, + "IoU": 0.8095653256943579, + "TN": 1210566, + "TP": 13000, + "n_pred": 14717, + "n_ref": 14341 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9580193405569148, + "FN": 7497, + "FP": 10519, + "IoU": 0.9194214229167692, + "TN": 1003041, + "TP": 205567, + "n_pred": 216086, + "n_ref": 213064 + }, + "7": { + "Dice": 0.0, + "FN": 84, + "FP": 666, + "IoU": 0.0, + "TN": 1225874, + "TP": 0, + "n_pred": 666, + "n_ref": 84 + }, + "8": { + "Dice": 0.8535773710482529, + "FN": 638, + "FP": 2882, + "IoU": 0.7445573294629898, + "TN": 1212844, + "TP": 10260, + "n_pred": 13142, + "n_ref": 10898 + }, + "9": { + "Dice": 0.8805778137175623, + "FN": 9063, + "FP": 3933, + "IoU": 0.7866360203579051, + "TN": 1165714, + "TP": 47914, + "n_pred": 51847, + "n_ref": 56977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9053534270761082, + "FN": 867, + "FP": 634, + "IoU": 0.8270737327188941, + "TN": 1042712, + "TP": 7179, + "n_pred": 7813, + "n_ref": 8046 + }, + "10": { + "Dice": 0.7714808043875686, + "FN": 72, + "FP": 53, + "IoU": 0.6279761904761905, + "TN": 1051056, + "TP": 211, + "n_pred": 264, + "n_ref": 283 + }, + "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": 0.8514720733317797, + "FN": 755, + "FP": 3069, + "IoU": 0.7413594859655056, + "TN": 1036607, + "TP": 10961, + "n_pred": 14030, + "n_ref": 11716 + }, + "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": 0.9482450579217336, + "FN": 956, + "FP": 840, + "IoU": 0.9015836484190914, + "TN": 1033143, + "TP": 16453, + "n_pred": 17293, + "n_ref": 17409 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661684373972708, + "FN": 2718, + "FP": 2119, + "IoU": 0.934551112915229, + "TN": 977487, + "TP": 69068, + "n_pred": 71187, + "n_ref": 71786 + }, + "7": { + "Dice": 0.7148067104303428, + "FN": 1320, + "FP": 244, + "IoU": 0.5561861520998865, + "TN": 1047868, + "TP": 1960, + "n_pred": 2204, + "n_ref": 3280 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8076956635546636, + "FN": 11254, + "FP": 1970, + "IoU": 0.6774240761068423, + "TN": 835165, + "TP": 27771, + "n_pred": 29741, + "n_ref": 39025 + }, + "11": { + "Dice": 0.6812227074235808, + "FN": 54, + "FP": 165, + "IoU": 0.5165562913907285, + "TN": 875707, + "TP": 234, + "n_pred": 399, + "n_ref": 288 + }, + "12": { + "Dice": 0.6323024054982818, + "FN": 63, + "FP": 44, + "IoU": 0.4623115577889447, + "TN": 875961, + "TP": 92, + "n_pred": 136, + "n_ref": 155 + }, + "13": { + "Dice": 0.8145594026074715, + "FN": 5211, + "FP": 3878, + "IoU": 0.6871364152696982, + "TN": 847109, + "TP": 19962, + "n_pred": 23840, + "n_ref": 25173 + }, + "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": 0.9330351437699681, + "FN": 876, + "FP": 172, + "IoU": 0.8744759851479219, + "TN": 867811, + "TP": 7301, + "n_pred": 7473, + "n_ref": 8177 + }, + "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": 23, + "IoU": 0.0, + "TN": 876137, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "5": { + "Dice": 0.85657104736491, + "FN": 805, + "FP": 700, + "IoU": 0.7491248541423571, + "TN": 870161, + "TP": 4494, + "n_pred": 5194, + "n_ref": 5299 + }, + "6": { + "Dice": 0.8971495593793113, + "FN": 21533, + "FP": 1354, + "IoU": 0.8134825234094224, + "TN": 753453, + "TP": 99820, + "n_pred": 101174, + "n_ref": 121353 + }, + "7": { + "Dice": 0.8782290568611645, + "FN": 9864, + "FP": 9774, + "IoU": 0.7828951732372256, + "TN": 785706, + "TP": 70816, + "n_pred": 80590, + "n_ref": 80680 + }, + "8": { + "Dice": 0.9547652916073969, + "FN": 1135, + "FP": 773, + "IoU": 0.9134458356015243, + "TN": 854116, + "TP": 20136, + "n_pred": 20909, + "n_ref": 21271 + }, + "9": { + "Dice": 0.9451539451539451, + "FN": 418, + "FP": 1798, + "IoU": 0.8960112623181605, + "TN": 854850, + "TP": 19094, + "n_pred": 20892, + "n_ref": 19512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3244444444444444, + "FN": 490, + "FP": 118, + "IoU": 0.19363395225464192, + "TN": 1225870, + "TP": 146, + "n_pred": 264, + "n_ref": 636 + }, + "10": { + "Dice": 0.6702077800343696, + "FN": 11412, + "FP": 3365, + "IoU": 0.5039943609022557, + "TN": 1196832, + "TP": 15015, + "n_pred": 18380, + "n_ref": 26427 + }, + "11": { + "Dice": 0.0, + "FN": 156, + "FP": 1843, + "IoU": 0.0, + "TN": 1224625, + "TP": 0, + "n_pred": 1843, + "n_ref": 156 + }, + "12": { + "Dice": 0.0, + "FN": 900, + "FP": 607, + "IoU": 0.0, + "TN": 1225117, + "TP": 0, + "n_pred": 607, + "n_ref": 900 + }, + "13": { + "Dice": 0.5863579762947931, + "FN": 5936, + "FP": 3033, + "IoU": 0.4147853321153595, + "TN": 1211298, + "TP": 6357, + "n_pred": 9390, + "n_ref": 12293 + }, + "14": { + "Dice": 0.7961173018120626, + "FN": 6806, + "FP": 3129, + "IoU": 0.6612914223373789, + "TN": 1197292, + "TP": 19397, + "n_pred": 22526, + "n_ref": 26203 + }, + "15": { + "Dice": 0.7672706681766704, + "FN": 5829, + "FP": 2391, + "IoU": 0.6224161690399632, + "TN": 1204854, + "TP": 13550, + "n_pred": 15941, + "n_ref": 19379 + }, + "2": { + "Dice": 0.8182714426552744, + "FN": 604, + "FP": 1055, + "IoU": 0.6924360400444939, + "TN": 1221230, + "TP": 3735, + "n_pred": 4790, + "n_ref": 4339 + }, + "3": { + "Dice": 0.920973282984583, + "FN": 12152, + "FP": 1765, + "IoU": 0.8535222237425141, + "TN": 1131613, + "TP": 81094, + "n_pred": 82859, + "n_ref": 93246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615399622813292, + "FN": 3625, + "FP": 2289, + "IoU": 0.9259287092006713, + "TN": 1146782, + "TP": 73928, + "n_pred": 76217, + "n_ref": 77553 + }, + "7": { + "Dice": 0.7664771194147687, + "FN": 20234, + "FP": 3133, + "IoU": 0.6213724378190068, + "TN": 1164909, + "TP": 38348, + "n_pred": 41481, + "n_ref": 58582 + }, + "8": { + "Dice": 0.75, + "FN": 2, + "FP": 2, + "IoU": 0.6, + "TN": 1226614, + "TP": 6, + "n_pred": 8, + "n_ref": 8 + }, + "9": { + "Dice": 0.8164295934685633, + "FN": 1888, + "FP": 4655, + "IoU": 0.6898023040819229, + "TN": 1205531, + "TP": 14550, + "n_pred": 19205, + "n_ref": 16438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769982503307302, + "FN": 444, + "FP": 634, + "IoU": 0.9550308693475722, + "TN": 852188, + "TP": 22894, + "n_pred": 23528, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 48, + "FP": 85, + "IoU": 0.0, + "TN": 876027, + "TP": 0, + "n_pred": 85, + "n_ref": 48 + }, + "11": { + "Dice": 0.837737598516458, + "FN": 580, + "FP": 820, + "IoU": 0.7207818109293976, + "TN": 871146, + "TP": 3614, + "n_pred": 4434, + "n_ref": 4194 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5167418665400142, + "FN": 1007, + "FP": 5098, + "IoU": 0.3483829650976625, + "TN": 866791, + "TP": 3264, + "n_pred": 8362, + "n_ref": 4271 + }, + "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": 0.9520975328789478, + "FN": 1270, + "FP": 1225, + "IoU": 0.9085745694393551, + "TN": 848870, + "TP": 24795, + "n_pred": 26020, + "n_ref": 26065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.939883555728891, + "FN": 2405, + "FP": 1911, + "IoU": 0.8865852056234398, + "TN": 838105, + "TP": 33739, + "n_pred": 35650, + "n_ref": 36144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9824781615984914, + "FN": 9079, + "FP": 3261, + "IoU": 0.9655597791806911, + "TN": 517858, + "TP": 345962, + "n_pred": 349223, + "n_ref": 355041 + }, + "7": { + "Dice": 0.944872426969062, + "FN": 2730, + "FP": 4426, + "IoU": 0.8955053882772115, + "TN": 807678, + "TP": 61326, + "n_pred": 65752, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9045383411580594, + "FN": 177, + "FP": 6, + "IoU": 0.8257142857142857, + "TN": 875110, + "TP": 867, + "n_pred": 873, + "n_ref": 1044 + }, + "9": { + "Dice": 0.9443267747098456, + "FN": 2355, + "FP": 3454, + "IoU": 0.8945256468452111, + "TN": 821085, + "TP": 49266, + "n_pred": 52720, + "n_ref": 51621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746808131408362, + "FN": 1451, + "FP": 1248, + "IoU": 0.9506120880528464, + "TN": 1171975, + "TP": 51950, + "n_pred": 53198, + "n_ref": 53401 + }, + "10": { + "Dice": 0.8637058423913043, + "FN": 2884, + "FP": 3536, + "IoU": 0.7601076152753905, + "TN": 1199862, + "TP": 20342, + "n_pred": 23878, + "n_ref": 23226 + }, + "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": 0.815624644117982, + "FN": 7230, + "FP": 5722, + "IoU": 0.6886538461538462, + "TN": 1185024, + "TP": 28648, + "n_pred": 34370, + "n_ref": 35878 + }, + "14": { + "Dice": 0.9522803648583773, + "FN": 1341, + "FP": 647, + "IoU": 0.9089076246334311, + "TN": 1204800, + "TP": 19836, + "n_pred": 20483, + "n_ref": 21177 + }, + "15": { + "Dice": 0.7414468529642204, + "FN": 1643, + "FP": 18157, + "IoU": 0.589126374766549, + "TN": 1178434, + "TP": 28390, + "n_pred": 46547, + "n_ref": 30033 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9463331195210605, + "FN": 170, + "FP": 81, + "IoU": 0.8981331168831169, + "TN": 1224160, + "TP": 2213, + "n_pred": 2294, + "n_ref": 2383 + }, + "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": 0.5672947510094213, + "FN": 534, + "FP": 752, + "IoU": 0.39596054485674026, + "TN": 1224495, + "TP": 843, + "n_pred": 1595, + "n_ref": 1377 + }, + "8": { + "Dice": 0.9467660715453535, + "FN": 310, + "FP": 1318, + "IoU": 0.898913380937597, + "TN": 1210519, + "TP": 14477, + "n_pred": 15795, + "n_ref": 14787 + }, + "9": { + "Dice": 0.7537344227118924, + "FN": 3035, + "FP": 2933, + "IoU": 0.6047943844778492, + "TN": 1211523, + "TP": 9133, + "n_pred": 12066, + "n_ref": 12168 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6073977483089031, + "FN": 33571, + "FP": 150, + "IoU": 0.43616025147978466, + "TN": 816354, + "TP": 26085, + "n_pred": 26235, + "n_ref": 59656 + }, + "10": { + "Dice": 0.8797336948128829, + "FN": 2572, + "FP": 4437, + "IoU": 0.7852897929175346, + "TN": 843516, + "TP": 25635, + "n_pred": 30072, + "n_ref": 28207 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8201546520329259, + "FN": 176, + "FP": 545, + "IoU": 0.695137420718816, + "TN": 873795, + "TP": 1644, + "n_pred": 2189, + "n_ref": 1820 + }, + "13": { + "Dice": 0.8101163619092852, + "FN": 3009, + "FP": 4987, + "IoU": 0.6808366263521335, + "TN": 851107, + "TP": 17057, + "n_pred": 22044, + "n_ref": 20066 + }, + "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": 0.962063857801185, + "FN": 602, + "FP": 320, + "IoU": 0.9269008166177753, + "TN": 863547, + "TP": 11691, + "n_pred": 12011, + "n_ref": 12293 + }, + "3": { + "Dice": 0.97760964612652, + "FN": 1711, + "FP": 911, + "IoU": 0.9561999899771144, + "TN": 816297, + "TP": 57241, + "n_pred": 58152, + "n_ref": 58952 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 876063, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": 0.7486950037285608, + "FN": 297, + "FP": 377, + "IoU": 0.5983313468414779, + "TN": 874482, + "TP": 1004, + "n_pred": 1381, + "n_ref": 1301 + }, + "6": { + "Dice": 0.5581155875917106, + "FN": 1812, + "FP": 15353, + "IoU": 0.38707373683270846, + "TN": 848155, + "TP": 10840, + "n_pred": 26193, + "n_ref": 12652 + }, + "7": { + "Dice": 0.9306685997012878, + "FN": 9046, + "FP": 5205, + "IoU": 0.8703275705186533, + "TN": 766260, + "TP": 95649, + "n_pred": 100854, + "n_ref": 104695 + }, + "8": { + "Dice": 0.9767290126141801, + "FN": 137, + "FP": 291, + "IoU": 0.9545164718384697, + "TN": 866750, + "TP": 8982, + "n_pred": 9273, + "n_ref": 9119 + }, + "9": { + "Dice": 0.6854358419057932, + "FN": 286, + "FP": 3781, + "IoU": 0.5214168039538715, + "TN": 867662, + "TP": 4431, + "n_pred": 8212, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.7909332657971382, + "FN": 731, + "FP": 920, + "IoU": 0.6541684122329283, + "TN": 871386, + "TP": 3123, + "n_pred": 4043, + "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": 0.9568745003996803, + "FN": 744, + "FP": 1414, + "IoU": 0.9173148396490287, + "TN": 850061, + "TP": 23941, + "n_pred": 25355, + "n_ref": 24685 + }, + "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": 0.9713522291821666, + "FN": 2776, + "FP": 805, + "IoU": 0.9443001353222068, + "TN": 811869, + "TP": 60710, + "n_pred": 61515, + "n_ref": 63486 + }, + "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": 0.908245165997811, + "FN": 550, + "FP": 456, + "IoU": 0.8319131161236425, + "TN": 870175, + "TP": 4979, + "n_pred": 5435, + "n_ref": 5529 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4532757379409647, + "FN": 3753, + "FP": 44, + "IoU": 0.2930552969651834, + "TN": 870789, + "TP": 1574, + "n_pred": 1618, + "n_ref": 5327 + }, + "11": { + "Dice": 0.6565885613504661, + "FN": 876, + "FP": 487, + "IoU": 0.48874718679669915, + "TN": 873494, + "TP": 1303, + "n_pred": 1790, + "n_ref": 2179 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.704147604824379, + "FN": 10480, + "FP": 5170, + "IoU": 0.5433856567660618, + "TN": 841886, + "TP": 18624, + "n_pred": 23794, + "n_ref": 29104 + }, + "14": { + "Dice": 0.48833592534992226, + "FN": 138, + "FP": 7429, + "IoU": 0.3230452674897119, + "TN": 864982, + "TP": 3611, + "n_pred": 11040, + "n_ref": 3749 + }, + "15": { + "Dice": 0.8085036061239185, + "FN": 10954, + "FP": 5269, + "IoU": 0.6785615216960571, + "TN": 825690, + "TP": 34247, + "n_pred": 39516, + "n_ref": 45201 + }, + "2": { + "Dice": 0.9496796164359009, + "FN": 1070, + "FP": 1176, + "IoU": 0.9041808873720136, + "TN": 852720, + "TP": 21194, + "n_pred": 22370, + "n_ref": 22264 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.17395813690363945, + "FN": 758, + "FP": 16764, + "IoU": 0.09526514173594258, + "TN": 856793, + "TP": 1845, + "n_pred": 18609, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9652203714317791, + "FN": 5378, + "FP": 6394, + "IoU": 0.9327786755594639, + "TN": 701037, + "TP": 163351, + "n_pred": 169745, + "n_ref": 168729 + }, + "7": { + "Dice": 0.6912137064840326, + "FN": 27313, + "FP": 370, + "IoU": 0.52813336287862, + "TN": 817493, + "TP": 30984, + "n_pred": 31354, + "n_ref": 58297 + }, + "8": { + "Dice": 0.888622754491018, + "FN": 277, + "FP": 560, + "IoU": 0.7995689655172413, + "TN": 871984, + "TP": 3339, + "n_pred": 3899, + "n_ref": 3616 + }, + "9": { + "Dice": 0.9270926058865757, + "FN": 1532, + "FP": 1007, + "IoU": 0.864093780109196, + "TN": 857478, + "TP": 16143, + "n_pred": 17150, + "n_ref": 17675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9152, + "IoU": 0.0, + "TN": 1392704, + "TP": 0, + "n_pred": 9152, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.810126582278481, + "FN": 2, + "FP": 13, + "IoU": 0.6808510638297872, + "TN": 1401809, + "TP": 32, + "n_pred": 45, + "n_ref": 34 + }, + "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": 1036, + "IoU": 0.0, + "TN": 1400820, + "TP": 0, + "n_pred": 1036, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 1401463, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9373057849143234, + "FN": 1377, + "FP": 3566, + "IoU": 0.8820089275057885, + "TN": 1359963, + "TP": 36950, + "n_pred": 40516, + "n_ref": 38327 + }, + "4": { + "Dice": 0.9085044148601733, + "FN": 1479, + "FP": 1868, + "IoU": 0.8323482268082548, + "TN": 1381892, + "TP": 16617, + "n_pred": 18485, + "n_ref": 18096 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602188135728059, + "FN": 3908, + "FP": 6593, + "IoU": 0.9234816191204868, + "TN": 1264621, + "TP": 126734, + "n_pred": 133327, + "n_ref": 130642 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 491, + "IoU": 0.0, + "TN": 1401360, + "TP": 0, + "n_pred": 491, + "n_ref": 5 + }, + "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": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736433116035579, + "FN": 5921, + "FP": 1490, + "IoU": 0.9486402949492709, + "TN": 1257560, + "TP": 136885, + "n_pred": 138375, + "n_ref": 142806 + }, + "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": 0.6906993663769726, + "FN": 114854, + "FP": 2057, + "IoU": 0.5275330574504542, + "TN": 1154408, + "TP": 130537, + "n_pred": 132594, + "n_ref": 245391 + }, + "15": { + "Dice": 0.4951392804781775, + "FN": 21859, + "FP": 524, + "IoU": 0.32902664947990046, + "TN": 1368497, + "TP": 10976, + "n_pred": 11500, + "n_ref": 32835 + }, + "2": { + "Dice": 0.979127935605109, + "FN": 1035, + "FP": 1042, + "IoU": 0.9591093436232626, + "TN": 1351062, + "TP": 48717, + "n_pred": 49759, + "n_ref": 49752 + }, + "3": { + "Dice": 0.9754128962292663, + "FN": 1609, + "FP": 1157, + "IoU": 0.952005830094392, + "TN": 1344224, + "TP": 54866, + "n_pred": 56023, + "n_ref": 56475 + }, + "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": 0.5881659812393143, + "FN": 567, + "FP": 35083, + "IoU": 0.41659711653329407, + "TN": 1340749, + "TP": 25457, + "n_pred": 60540, + "n_ref": 26024 + }, + "7": { + "Dice": 0.0736064151282128, + "FN": 299, + "FP": 30662, + "IoU": 0.03820943742039701, + "TN": 1369665, + "TP": 1230, + "n_pred": 31892, + "n_ref": 1529 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.41172761664564944, + "FN": 570, + "FP": 5028, + "IoU": 0.259229853116316, + "TN": 1219067, + "TP": 1959, + "n_pred": 6987, + "n_ref": 2529 + }, + "11": { + "Dice": 0.7657232704402516, + "FN": 903, + "FP": 289, + "IoU": 0.6203821656050955, + "TN": 1223484, + "TP": 1948, + "n_pred": 2237, + "n_ref": 2851 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.8405526328728059, + "FN": 763, + "FP": 2480, + "IoU": 0.7249597150368925, + "TN": 1214833, + "TP": 8548, + "n_pred": 11028, + "n_ref": 9311 + }, + "14": { + "Dice": 0.0, + "FN": 4916, + "FP": 0, + "IoU": 0.0, + "TN": 1221708, + "TP": 0, + "n_pred": 0, + "n_ref": 4916 + }, + "15": { + "Dice": 0.9153582982769848, + "FN": 3256, + "FP": 4933, + "IoU": 0.8439268901637157, + "TN": 1174155, + "TP": 44280, + "n_pred": 49213, + "n_ref": 47536 + }, + "2": { + "Dice": 0.9551709309825844, + "FN": 568, + "FP": 266, + "IoU": 0.9141887025414137, + "TN": 1216905, + "TP": 8885, + "n_pred": 9151, + "n_ref": 9453 + }, + "3": { + "Dice": 0.9629202182909337, + "FN": 1395, + "FP": 854, + "IoU": 0.9284919398429303, + "TN": 1195173, + "TP": 29202, + "n_pred": 30056, + "n_ref": 30597 + }, + "4": { + "Dice": 0.8943318696370302, + "FN": 2286, + "FP": 337, + "IoU": 0.8088610362165707, + "TN": 1212901, + "TP": 11100, + "n_pred": 11437, + "n_ref": 13386 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9391814607578359, + "FN": 6379, + "FP": 15262, + "IoU": 0.8853365830397117, + "TN": 1037889, + "TP": 167094, + "n_pred": 182356, + "n_ref": 173473 + }, + "7": { + "Dice": 0.7881890224044492, + "FN": 25046, + "FP": 319, + "IoU": 0.6504224148623878, + "TN": 1154065, + "TP": 47194, + "n_pred": 47513, + "n_ref": 72240 + }, + "8": { + "Dice": 0.8819836785938481, + "FN": 44, + "FP": 332, + "IoU": 0.7888826501965188, + "TN": 1224843, + "TP": 1405, + "n_pred": 1737, + "n_ref": 1449 + }, + "9": { + "Dice": 0.8842588279139104, + "FN": 6498, + "FP": 3440, + "IoU": 0.7925304273397215, + "TN": 1178723, + "TP": 37963, + "n_pred": 41403, + "n_ref": 44461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 1226518, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "10": { + "Dice": 0.024489795918367346, + "FN": 86, + "FP": 153, + "IoU": 0.012396694214876033, + "TN": 1226382, + "TP": 3, + "n_pred": 156, + "n_ref": 89 + }, + "11": { + "Dice": 0.8226382735458053, + "FN": 677, + "FP": 564, + "IoU": 0.6987132799223112, + "TN": 1222505, + "TP": 2878, + "n_pred": 3442, + "n_ref": 3555 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1226609, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.6489712189967054, + "FN": 319, + "FP": 5328, + "IoU": 0.48035336339376095, + "TN": 1215757, + "TP": 5220, + "n_pred": 10548, + "n_ref": 5539 + }, + "14": { + "Dice": 0.0, + "FN": 121, + "FP": 0, + "IoU": 0.0, + "TN": 1226503, + "TP": 0, + "n_pred": 0, + "n_ref": 121 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9525557151215361, + "FN": 1073, + "FP": 711, + "IoU": 0.9094094348245569, + "TN": 1206931, + "TP": 17909, + "n_pred": 18620, + "n_ref": 18982 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9227295534370296, + "FN": 356, + "FP": 568, + "IoU": 0.8565440149045179, + "TN": 1220183, + "TP": 5517, + "n_pred": 6085, + "n_ref": 5873 + }, + "5": { + "Dice": 0.831526313183821, + "FN": 1004, + "FP": 2399, + "IoU": 0.7116346072366748, + "TN": 1214823, + "TP": 8398, + "n_pred": 10797, + "n_ref": 9402 + }, + "6": { + "Dice": 0.9565253288052378, + "FN": 9304, + "FP": 6493, + "IoU": 0.91667326022397, + "TN": 1037045, + "TP": 173782, + "n_pred": 180275, + "n_ref": 183086 + }, + "7": { + "Dice": 0.7852693294246977, + "FN": 648, + "FP": 524, + "IoU": 0.6464555052790347, + "TN": 1223309, + "TP": 2143, + "n_pred": 2667, + "n_ref": 2791 + }, + "8": { + "Dice": 0.9291055126458604, + "FN": 6310, + "FP": 5191, + "IoU": 0.8675976238717996, + "TN": 1139760, + "TP": 75363, + "n_pred": 80554, + "n_ref": 81673 + }, + "9": { + "Dice": 0.8704863215063174, + "FN": 3314, + "FP": 8228, + "IoU": 0.7706735545400357, + "TN": 1176294, + "TP": 38788, + "n_pred": 47016, + "n_ref": 42102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431167956916863, + "FN": 41, + "FP": 128, + "IoU": 0.8923566878980892, + "TN": 874590, + "TP": 1401, + "n_pred": 1529, + "n_ref": 1442 + }, + "10": { + "Dice": 0.8528676978684951, + "FN": 1171, + "FP": 4365, + "IoU": 0.7434780594041055, + "TN": 854579, + "TP": 16045, + "n_pred": 20410, + "n_ref": 17216 + }, + "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": 0.4585505932139349, + "FN": 7063, + "FP": 102, + "IoU": 0.2974801451122659, + "TN": 865961, + "TP": 3034, + "n_pred": 3136, + "n_ref": 10097 + }, + "14": { + "Dice": 0.7767017742277514, + "FN": 3096, + "FP": 63, + "IoU": 0.6349243037096961, + "TN": 867507, + "TP": 5494, + "n_pred": 5557, + "n_ref": 8590 + }, + "15": { + "Dice": 0.879044605491477, + "FN": 115, + "FP": 1070, + "IoU": 0.7841923146967765, + "TN": 870669, + "TP": 4306, + "n_pred": 5376, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9445924273063245, + "FN": 1909, + "FP": 2064, + "IoU": 0.8950025106371733, + "TN": 838321, + "TP": 33866, + "n_pred": 35930, + "n_ref": 35775 + }, + "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": 0.9648275665019, + "FN": 1072, + "FP": 1390, + "IoU": 0.9320452663538504, + "TN": 839930, + "TP": 33768, + "n_pred": 35158, + "n_ref": 34840 + }, + "7": { + "Dice": 0.651794629250092, + "FN": 2030, + "FP": 11222, + "IoU": 0.4834535178327811, + "TN": 850505, + "TP": 12403, + "n_pred": 23625, + "n_ref": 14433 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793600493564038, + "FN": 895, + "FP": 577, + "IoU": 0.9595548839126253, + "TN": 1190229, + "TP": 34923, + "n_pred": 35500, + "n_ref": 35818 + }, + "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": 0.0, + "FN": 0, + "FP": 5282, + "IoU": 0.0, + "TN": 1221342, + "TP": 0, + "n_pred": 5282, + "n_ref": 0 + }, + "3": { + "Dice": 0.714769839028523, + "FN": 5945, + "FP": 115, + "IoU": 0.5561415073610195, + "TN": 1212971, + "TP": 7593, + "n_pred": 7708, + "n_ref": 13538 + }, + "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": 0.8079277178665112, + "FN": 602, + "FP": 1375, + "IoU": 0.6777506112469438, + "TN": 1220489, + "TP": 4158, + "n_pred": 5533, + "n_ref": 4760 + }, + "7": { + "Dice": 0.9860358080478897, + "FN": 1391, + "FP": 2444, + "IoU": 0.9724562424137956, + "TN": 1087391, + "TP": 135398, + "n_pred": 137842, + "n_ref": 136789 + }, + "8": { + "Dice": 0.9126407454656387, + "FN": 1325, + "FP": 250, + "IoU": 0.8393185064272597, + "TN": 1216822, + "TP": 8227, + "n_pred": 8477, + "n_ref": 9552 + }, + "9": { + "Dice": 0.929343557134842, + "FN": 843, + "FP": 1046, + "IoU": 0.8680128563443265, + "TN": 1212312, + "TP": 12423, + "n_pred": 13469, + "n_ref": 13266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6921927947208846, + "FN": 20678, + "FP": 6936, + "IoU": 0.5292773980191944, + "TN": 817497, + "TP": 31049, + "n_pred": 37985, + "n_ref": 51727 + }, + "10": { + "Dice": 0.44948453608247424, + "FN": 5, + "FP": 262, + "IoU": 0.2898936170212766, + "TN": 875784, + "TP": 109, + "n_pred": 371, + "n_ref": 114 + }, + "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": 0.8640611225389362, + "FN": 2033, + "FP": 280, + "IoU": 0.7606581125827815, + "TN": 866496, + "TP": 7351, + "n_pred": 7631, + "n_ref": 9384 + }, + "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": 185, + "IoU": 0.0, + "TN": 875975, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "3": { + "Dice": 0.839772691196546, + "FN": 1136, + "FP": 8958, + "IoU": 0.7238001422864335, + "TN": 839614, + "TP": 26452, + "n_pred": 35410, + "n_ref": 27588 + }, + "4": { + "Dice": 0.8964342780253973, + "FN": 3406, + "FP": 1520, + "IoU": 0.8123071061154505, + "TN": 849915, + "TP": 21319, + "n_pred": 22839, + "n_ref": 24725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7840603728359691, + "FN": 6654, + "FP": 39472, + "IoU": 0.6448185052284663, + "TN": 746294, + "TP": 83740, + "n_pred": 123212, + "n_ref": 90394 + }, + "7": { + "Dice": 0.1276365603028664, + "FN": 3143, + "FP": 14600, + "IoU": 0.0681686886192952, + "TN": 857119, + "TP": 1298, + "n_pred": 15898, + "n_ref": 4441 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954074009917069, + "FN": 1808, + "FP": 4555, + "IoU": 0.9121811858231202, + "TN": 1504632, + "TP": 66093, + "n_pred": 70648, + "n_ref": 67901 + }, + "10": { + "Dice": 0.8390635327404075, + "FN": 9568, + "FP": 4311, + "IoU": 0.7227471583531433, + "TN": 1527029, + "TP": 36180, + "n_pred": 40491, + "n_ref": 45748 + }, + "11": { + "Dice": 0.6645357199936072, + "FN": 945, + "FP": 1154, + "IoU": 0.49760651029200575, + "TN": 1572910, + "TP": 2079, + "n_pred": 3233, + "n_ref": 3024 + }, + "12": { + "Dice": 0.8072105102352581, + "FN": 669, + "FP": 593, + "IoU": 0.6767418032786885, + "TN": 1573184, + "TP": 2642, + "n_pred": 3235, + "n_ref": 3311 + }, + "13": { + "Dice": 0.631374966969083, + "FN": 1152, + "FP": 3033, + "IoU": 0.4613206332861372, + "TN": 1569319, + "TP": 3584, + "n_pred": 6617, + "n_ref": 4736 + }, + "14": { + "Dice": 0.9037068053083964, + "FN": 1023, + "FP": 7256, + "IoU": 0.8243294856560855, + "TN": 1529960, + "TP": 38849, + "n_pred": 46105, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8480012380427319, + "FN": 2881, + "FP": 12834, + "IoU": 0.7361129768941429, + "TN": 1517536, + "TP": 43837, + "n_pred": 56671, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9297313041578679, + "FN": 569, + "FP": 4256, + "IoU": 0.8686896176350524, + "TN": 1540343, + "TP": 31920, + "n_pred": 36176, + "n_ref": 32489 + }, + "3": { + "Dice": 0.9676411419766298, + "FN": 769, + "FP": 2255, + "IoU": 0.9373108337824951, + "TN": 1528850, + "TP": 45214, + "n_pred": 47469, + "n_ref": 45983 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7493670886075949, + "FN": 6, + "FP": 390, + "IoU": 0.5991902834008097, + "TN": 1576100, + "TP": 592, + "n_pred": 982, + "n_ref": 598 + }, + "6": { + "Dice": 0.9570439238769147, + "FN": 1607, + "FP": 3808, + "IoU": 0.9176262987358718, + "TN": 1511351, + "TP": 60322, + "n_pred": 64130, + "n_ref": 61929 + }, + "7": { + "Dice": 0.9364521618555401, + "FN": 2334, + "FP": 5732, + "IoU": 0.8804983925211491, + "TN": 1509591, + "TP": 59431, + "n_pred": 65163, + "n_ref": 61765 + }, + "8": { + "Dice": 0.9591311444535124, + "FN": 688, + "FP": 1916, + "IoU": 0.9214716525934862, + "TN": 1543928, + "TP": 30556, + "n_pred": 32472, + "n_ref": 31244 + }, + "9": { + "Dice": 0.9294078287052526, + "FN": 1646, + "FP": 675, + "IoU": 0.868125, + "TN": 1559488, + "TP": 15279, + "n_pred": 15954, + "n_ref": 16925 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792936470340544, + "FN": 3204, + "FP": 730, + "IoU": 0.9594274045502362, + "TN": 1129662, + "TP": 93028, + "n_pred": 93758, + "n_ref": 96232 + }, + "10": { + "Dice": 0.5391304347826087, + "FN": 29, + "FP": 24, + "IoU": 0.36904761904761907, + "TN": 1226540, + "TP": 31, + "n_pred": 55, + "n_ref": 60 + }, + "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": 0.9340812591052284, + "FN": 8224, + "FP": 2364, + "IoU": 0.8763156357689388, + "TN": 1141019, + "TP": 75017, + "n_pred": 77381, + "n_ref": 83241 + }, + "15": { + "Dice": 0.9377857951923481, + "FN": 10103, + "FP": 278, + "IoU": 0.8828593996840443, + "TN": 1138004, + "TP": 78239, + "n_pred": 78517, + "n_ref": 88342 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9753623872704094, + "FN": 1959, + "FP": 650, + "IoU": 0.9519096070190961, + "TN": 1172372, + "TP": 51643, + "n_pred": 52293, + "n_ref": 53602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7754770604953309, + "FN": 1249, + "FP": 410, + "IoU": 0.633289124668435, + "TN": 1222100, + "TP": 2865, + "n_pred": 3275, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9388219597378644, + "FN": 1413, + "FP": 146, + "IoU": 0.8846978773759337, + "TN": 1213103, + "TP": 11962, + "n_pred": 12108, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9632016585167993, + "FN": 602, + "FP": 1031, + "IoU": 0.9290154314279504, + "TN": 1203619, + "TP": 21372, + "n_pred": 22403, + "n_ref": 21974 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13182140326009922, + "FN": 333, + "FP": 892, + "IoU": 0.07056145675265554, + "TN": 1225306, + "TP": 93, + "n_pred": 985, + "n_ref": 426 + }, + "11": { + "Dice": 0.8238123872519543, + "FN": 151, + "FP": 435, + "IoU": 0.7004089979550102, + "TN": 1224668, + "TP": 1370, + "n_pred": 1805, + "n_ref": 1521 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.661091982292179, + "FN": 1121, + "FP": 257, + "IoU": 0.4937545922116091, + "TN": 1223902, + "TP": 1344, + "n_pred": 1601, + "n_ref": 2465 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7475013396081355, + "FN": 21660, + "FP": 16, + "IoU": 0.596808095087517, + "TN": 1172863, + "TP": 32085, + "n_pred": 32101, + "n_ref": 53745 + }, + "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": 0.15, + "FN": 31, + "FP": 3, + "IoU": 0.08108108108108109, + "TN": 1226587, + "TP": 3, + "n_pred": 6, + "n_ref": 34 + }, + "5": { + "Dice": 0.7904565537555228, + "FN": 1396, + "FP": 2161, + "IoU": 0.6535164621079291, + "TN": 1216358, + "TP": 6709, + "n_pred": 8870, + "n_ref": 8105 + }, + "6": { + "Dice": 0.9344412577430297, + "FN": 6732, + "FP": 3280, + "IoU": 0.8769495483315922, + "TN": 1145259, + "TP": 71353, + "n_pred": 74633, + "n_ref": 78085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1226559, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "8": { + "Dice": 0.956825874388868, + "FN": 817, + "FP": 2627, + "IoU": 0.9172254668685558, + "TN": 1185017, + "TP": 38163, + "n_pred": 40790, + "n_ref": 38980 + }, + "9": { + "Dice": 0.8465158434133928, + "FN": 1212, + "FP": 7594, + "IoU": 0.7338773043215473, + "TN": 1193534, + "TP": 24284, + "n_pred": 31878, + "n_ref": 25496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 876101, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "10": { + "Dice": 0.02302447747848441, + "FN": 10325, + "FP": 7157, + "IoU": 0.011646313885119856, + "TN": 858472, + "TP": 206, + "n_pred": 7363, + "n_ref": 10531 + }, + "11": { + "Dice": 0.7723404255319148, + "FN": 18, + "FP": 196, + "IoU": 0.6291161178509532, + "TN": 875583, + "TP": 363, + "n_pred": 559, + "n_ref": 381 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 876080, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "13": { + "Dice": 0.5799986105321662, + "FN": 7171, + "FP": 17011, + "IoU": 0.40844932605983514, + "TN": 835281, + "TP": 16697, + "n_pred": 33708, + "n_ref": 23868 + }, + "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": 0.91226916870854, + "FN": 2558, + "FP": 378, + "IoU": 0.8386901818581397, + "TN": 857959, + "TP": 15265, + "n_pred": 15643, + "n_ref": 17823 + }, + "3": { + "Dice": 0.38663335415365396, + "FN": 8, + "FP": 1956, + "IoU": 0.23964382500967868, + "TN": 873577, + "TP": 619, + "n_pred": 2575, + "n_ref": 627 + }, + "4": { + "Dice": 0.3798428194265365, + "FN": 38153, + "FP": 2249, + "IoU": 0.23444812884888677, + "TN": 823385, + "TP": 12373, + "n_pred": 14622, + "n_ref": 50526 + }, + "5": { + "Dice": 0.7810416953983359, + "FN": 1541, + "FP": 3222, + "IoU": 0.6407452104389803, + "TN": 862902, + "TP": 8495, + "n_pred": 11717, + "n_ref": 10036 + }, + "6": { + "Dice": 0.9527731927372959, + "FN": 11467, + "FP": 3268, + "IoU": 0.9098059619269143, + "TN": 712790, + "TP": 148635, + "n_pred": 151903, + "n_ref": 160102 + }, + "7": { + "Dice": 0.225749897932227, + "FN": 2402, + "FP": 29837, + "IoU": 0.12723679579847857, + "TN": 839221, + "TP": 4700, + "n_pred": 34537, + "n_ref": 7102 + }, + "8": { + "Dice": 0.8971931719251072, + "FN": 4957, + "FP": 4372, + "IoU": 0.8135542409465185, + "TN": 826124, + "TP": 40707, + "n_pred": 45079, + "n_ref": 45664 + }, + "9": { + "Dice": 0.8144107848454327, + "FN": 6214, + "FP": 5763, + "IoU": 0.6869249268088666, + "TN": 837904, + "TP": 26279, + "n_pred": 32042, + "n_ref": 32493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7213346532007674, + "FN": 2655.9911111111114, + "FP": 2410.655555555555, + "IoU": 0.6321246049156694, + "TN": 1144872.2, + "TP": 18274.486666666668, + "n_pred": 20685.14222222222, + "n_ref": 20930.47777777778 + }, + "mean": { + "1": { + "Dice": 0.831665293937987, + "FN": 3266.0333333333333, + "FP": 1222.7666666666667, + "IoU": 0.7708193376835358, + "TN": 1142430.7, + "TP": 21293.833333333332, + "n_pred": 22516.6, + "n_ref": 24559.866666666665 + }, + "10": { + "Dice": 0.7267775965431914, + "FN": 4122.6, + "FP": 3107.233333333333, + "IoU": 0.6104311973946955, + "TN": 1147257.0, + "TP": 13726.5, + "n_pred": 16833.733333333334, + "n_ref": 17849.1 + }, + "11": { + "Dice": 0.5685578730114844, + "FN": 231.36666666666667, + "FP": 139.43333333333334, + "IoU": 0.42584680031036354, + "TN": 1167485.6666666667, + "TP": 356.8666666666667, + "n_pred": 496.3, + "n_ref": 588.2333333333333 + }, + "12": { + "Dice": 0.5313405359499799, + "FN": 605.0333333333333, + "FP": 209.56666666666666, + "IoU": 0.41404834218148057, + "TN": 1166441.8, + "TP": 956.9333333333333, + "n_pred": 1166.5, + "n_ref": 1561.9666666666667 + }, + "13": { + "Dice": 0.5315877617249944, + "FN": 3793.0, + "FP": 3379.5666666666666, + "IoU": 0.4158839003130286, + "TN": 1152542.9333333333, + "TP": 8497.833333333334, + "n_pred": 11877.4, + "n_ref": 12290.833333333334 + }, + "14": { + "Dice": 0.7569716149177327, + "FN": 5440.266666666666, + "FP": 5474.333333333333, + "IoU": 0.6763664185742139, + "TN": 1131520.5666666667, + "TP": 25778.166666666668, + "n_pred": 31252.5, + "n_ref": 31218.433333333334 + }, + "15": { + "Dice": 0.5397889498348096, + "FN": 3758.8, + "FP": 4271.966666666666, + "IoU": 0.4472429074991577, + "TN": 1149442.2, + "TP": 10740.366666666667, + "n_pred": 15012.333333333334, + "n_ref": 14499.166666666666 + }, + "2": { + "Dice": 0.8555502191328853, + "FN": 587.0666666666667, + "FP": 2436.0666666666666, + "IoU": 0.7978690958453412, + "TN": 1147060.8666666667, + "TP": 18129.333333333332, + "n_pred": 20565.4, + "n_ref": 18716.4 + }, + "3": { + "Dice": 0.9092818546539402, + "FN": 2287.9666666666667, + "FP": 802.6333333333333, + "IoU": 0.8519547112754131, + "TN": 1145315.2333333334, + "TP": 19807.5, + "n_pred": 20610.133333333335, + "n_ref": 22095.466666666667 + }, + "4": { + "Dice": 0.6452614347614233, + "FN": 1355.2, + "FP": 647.8666666666667, + "IoU": 0.5704888915245249, + "TN": 1159401.5666666667, + "TP": 6808.7, + "n_pred": 7456.566666666667, + "n_ref": 8163.9 + }, + "5": { + "Dice": 0.5455427046486532, + "FN": 987.1666666666666, + "FP": 609.5333333333333, + "IoU": 0.4173539565318499, + "TN": 1165112.0666666667, + "TP": 1504.5666666666666, + "n_pred": 2114.1, + "n_ref": 2491.733333333333 + }, + "6": { + "Dice": 0.9370966544413072, + "FN": 3100.233333333333, + "FP": 5888.333333333333, + "IoU": 0.8850623432338987, + "TN": 1071174.6666666667, + "TP": 88050.1, + "n_pred": 93938.43333333333, + "n_ref": 91150.33333333333 + }, + "7": { + "Dice": 0.7098853742400237, + "FN": 7429.8, + "FP": 5283.333333333333, + "IoU": 0.6293112611665819, + "TN": 1123776.0666666667, + "TP": 31724.133333333335, + "n_pred": 37007.46666666667, + "n_ref": 39153.933333333334 + }, + "8": { + "Dice": 0.9203463894135003, + "FN": 1431.8666666666666, + "FP": 999.1333333333333, + "IoU": 0.85898181426459, + "TN": 1150300.2333333334, + "TP": 15482.1, + "n_pred": 16481.233333333334, + "n_ref": 16913.966666666667 + }, + "9": { + "Dice": 0.8103655407996008, + "FN": 1443.4666666666667, + "FP": 1688.0666666666666, + "IoU": 0.7102080959363655, + "TN": 1153821.4333333333, + "TP": 11260.366666666667, + "n_pred": 12948.433333333332, + "n_ref": 12703.833333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8876588534312341, + "FN": 1988, + "FP": 1, + "IoU": 0.7980095460546359, + "TN": 1041545, + "TP": 7858, + "n_pred": 7859, + "n_ref": 9846 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6219392752203722, + "FN": 452, + "FP": 320, + "IoU": 0.4513148542999289, + "TN": 1049985, + "TP": 635, + "n_pred": 955, + "n_ref": 1087 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1051320, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3241, + "IoU": 0.0, + "TN": 1048151, + "TP": 0, + "n_pred": 3241, + "n_ref": 0 + }, + "14": { + "Dice": 0.7901785714285714, + "FN": 86, + "FP": 8, + "IoU": 0.6531365313653137, + "TN": 1051121, + "TP": 177, + "n_pred": 185, + "n_ref": 263 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9675477581157671, + "FN": 2333, + "FP": 3662, + "IoU": 0.9371356067279057, + "TN": 956028, + "TP": 89369, + "n_pred": 93031, + "n_ref": 91702 + }, + "3": { + "Dice": 0.9496723239791631, + "FN": 1089, + "FP": 109, + "IoU": 0.904167666586673, + "TN": 1038891, + "TP": 11303, + "n_pred": 11412, + "n_ref": 12392 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1242, + "IoU": 0.0, + "TN": 1050150, + "TP": 0, + "n_pred": 1242, + "n_ref": 0 + }, + "5": { + "Dice": 0.6652594307503745, + "FN": 4064, + "FP": 852, + "IoU": 0.498418528721559, + "TN": 1041591, + "TP": 4885, + "n_pred": 5737, + "n_ref": 8949 + }, + "6": { + "Dice": 0.9165574370404871, + "FN": 5603, + "FP": 6938, + "IoU": 0.8459677221253286, + "TN": 969974, + "TP": 68877, + "n_pred": 75815, + "n_ref": 74480 + }, + "7": { + "Dice": 0.8418294065767923, + "FN": 10941, + "FP": 1613, + "IoU": 0.7268613202210522, + "TN": 1005430, + "TP": 33408, + "n_pred": 35021, + "n_ref": 44349 + }, + "8": { + "Dice": 0.9704806750005975, + "FN": 872, + "FP": 363, + "IoU": 0.9426541604754829, + "TN": 1029856, + "TP": 20301, + "n_pred": 20664, + "n_ref": 21173 + }, + "9": { + "Dice": 0.5375955819881053, + "FN": 1884, + "FP": 2470, + "IoU": 0.3676107480029049, + "TN": 1044507, + "TP": 2531, + "n_pred": 5001, + "n_ref": 4415 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686130053580126, + "FN": 2682, + "FP": 1442, + "IoU": 0.9391363381445733, + "TN": 1158866, + "TP": 63634, + "n_pred": 65076, + "n_ref": 66316 + }, + "10": { + "Dice": 0.7821827295511506, + "FN": 10970, + "FP": 4326, + "IoU": 0.6422825070159027, + "TN": 1183864, + "TP": 27464, + "n_pred": 31790, + "n_ref": 38434 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6261146056542476, + "FN": 4421, + "FP": 988, + "IoU": 0.4557254980881465, + "TN": 1216686, + "TP": 4529, + "n_pred": 5517, + "n_ref": 8950 + }, + "13": { + "Dice": 0.6432764399325803, + "FN": 9980, + "FP": 8433, + "IoU": 0.47413965443381406, + "TN": 1191609, + "TP": 16602, + "n_pred": 25035, + "n_ref": 26582 + }, + "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": 0.9136269694285638, + "FN": 1388, + "FP": 5048, + "IoU": 0.8409882643607165, + "TN": 1186149, + "TP": 34039, + "n_pred": 39087, + "n_ref": 35427 + }, + "3": { + "Dice": 0.8596238096487316, + "FN": 4823, + "FP": 528, + "IoU": 0.7538072233724408, + "TN": 1204889, + "TP": 16384, + "n_pred": 16912, + "n_ref": 21207 + }, + "4": { + "Dice": 0.729405255878285, + "FN": 3480, + "FP": 1411, + "IoU": 0.5740660106244013, + "TN": 1215141, + "TP": 6592, + "n_pred": 8003, + "n_ref": 10072 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607170962560504, + "FN": 4385, + "FP": 10191, + "IoU": 0.9244038295974358, + "TN": 1033810, + "TP": 178238, + "n_pred": 188429, + "n_ref": 182623 + }, + "7": { + "Dice": 0.8342464234224243, + "FN": 3121, + "FP": 4352, + "IoU": 0.7156284485711024, + "TN": 1200345, + "TP": 18806, + "n_pred": 23158, + "n_ref": 21927 + }, + "8": { + "Dice": 0.9524081937996436, + "FN": 893, + "FP": 1270, + "IoU": 0.9091405528018147, + "TN": 1202818, + "TP": 21643, + "n_pred": 22913, + "n_ref": 22536 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719741800026245, + "FN": 2029, + "FP": 2456, + "IoU": 0.9454764278246492, + "TN": 1494830, + "TP": 77773, + "n_pred": 80229, + "n_ref": 79802 + }, + "10": { + "Dice": 0.9069060959967596, + "FN": 432, + "FP": 947, + "IoU": 0.8296689723320159, + "TN": 1568992, + "TP": 6717, + "n_pred": 7664, + "n_ref": 7149 + }, + "11": { + "Dice": 0.6970740103270223, + "FN": 415, + "FP": 289, + "IoU": 0.535006605019815, + "TN": 1575574, + "TP": 810, + "n_pred": 1099, + "n_ref": 1225 + }, + "12": { + "Dice": 0.7296587926509186, + "FN": 46, + "FP": 57, + "IoU": 0.5743801652892562, + "TN": 1576846, + "TP": 139, + "n_pred": 196, + "n_ref": 185 + }, + "13": { + "Dice": 0.7734333154793787, + "FN": 157, + "FP": 266, + "IoU": 0.6305676855895197, + "TN": 1575943, + "TP": 722, + "n_pred": 988, + "n_ref": 879 + }, + "14": { + "Dice": 0.8884067990559515, + "FN": 4035, + "FP": 5327, + "IoU": 0.7992193531783478, + "TN": 1530460, + "TP": 37266, + "n_pred": 42593, + "n_ref": 41301 + }, + "15": { + "Dice": 0.7567139557901683, + "FN": 7256, + "FP": 118, + "IoU": 0.6086402717333617, + "TN": 1558246, + "TP": 11468, + "n_pred": 11586, + "n_ref": 18724 + }, + "2": { + "Dice": 0.9240959840026662, + "FN": 280, + "FP": 1542, + "IoU": 0.8589018818245179, + "TN": 1564175, + "TP": 11091, + "n_pred": 12633, + "n_ref": 11371 + }, + "3": { + "Dice": 0.957722456714618, + "FN": 970, + "FP": 3938, + "IoU": 0.9188746921436718, + "TN": 1516589, + "TP": 55591, + "n_pred": 59529, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8518829858776059, + "FN": 871, + "FP": 891, + "IoU": 0.7419827207497437, + "TN": 1570259, + "TP": 5067, + "n_pred": 5958, + "n_ref": 5938 + }, + "6": { + "Dice": 0.966583840573668, + "FN": 3362, + "FP": 6657, + "IoU": 0.9353287460786719, + "TN": 1422166, + "TP": 144903, + "n_pred": 151560, + "n_ref": 148265 + }, + "7": { + "Dice": 0.9534835534835535, + "FN": 420, + "FP": 1376, + "IoU": 0.9111023115378905, + "TN": 1556885, + "TP": 18407, + "n_pred": 19783, + "n_ref": 18827 + }, + "8": { + "Dice": 0.9077657225611927, + "FN": 1305, + "FP": 2580, + "IoU": 0.8311089857844629, + "TN": 1554085, + "TP": 19118, + "n_pred": 21698, + "n_ref": 20423 + }, + "9": { + "Dice": 0.8571464787304163, + "FN": 6823, + "FP": 4447, + "IoU": 0.7500055455735232, + "TN": 1532007, + "TP": 33811, + "n_pred": 38258, + "n_ref": 40634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5974395448079659, + "FN": 2095, + "FP": 5546, + "IoU": 0.4259634888438134, + "TN": 1563777, + "TP": 5670, + "n_pred": 11216, + "n_ref": 7765 + }, + "11": { + "Dice": 0.5399825530677522, + "FN": 2875, + "FP": 289, + "IoU": 0.36984664409480184, + "TN": 1572067, + "TP": 1857, + "n_pred": 2146, + "n_ref": 4732 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6132975522164231, + "FN": 28491, + "FP": 10704, + "IoU": 0.4422704764073083, + "TN": 1506812, + "TP": 31081, + "n_pred": 41785, + "n_ref": 59572 + }, + "14": { + "Dice": 0.900798033694756, + "FN": 1718, + "FP": 11036, + "IoU": 0.8195018397962072, + "TN": 1506428, + "TP": 57906, + "n_pred": 68942, + "n_ref": 59624 + }, + "15": { + "Dice": 0.72593876059236, + "FN": 2886, + "FP": 7237, + "IoU": 0.5697832554186145, + "TN": 1553558, + "TP": 13407, + "n_pred": 20644, + "n_ref": 16293 + }, + "2": { + "Dice": 0.9249635036496351, + "FN": 1013, + "FP": 1043, + "IoU": 0.8604019554589897, + "TN": 1562360, + "TP": 12672, + "n_pred": 13715, + "n_ref": 13685 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7477593562981416, + "FN": 3997, + "FP": 4812, + "IoU": 0.5971371078386536, + "TN": 1555222, + "TP": 13057, + "n_pred": 17869, + "n_ref": 17054 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481267692116714, + "FN": 11469, + "FP": 11932, + "IoU": 0.9013698052769114, + "TN": 1339828, + "TP": 213859, + "n_pred": 225791, + "n_ref": 225328 + }, + "7": { + "Dice": 0.30865209079017353, + "FN": 4894, + "FP": 43201, + "IoU": 0.18248882391936225, + "TN": 1518257, + "TP": 10736, + "n_pred": 53937, + "n_ref": 15630 + }, + "8": { + "Dice": 0.8858235250018742, + "FN": 1676, + "FP": 1370, + "IoU": 0.7950477728434935, + "TN": 1562226, + "TP": 11816, + "n_pred": 13186, + "n_ref": 13492 + }, + "9": { + "Dice": 0.7771430574052008, + "FN": 4169, + "FP": 8549, + "IoU": 0.6355142865331155, + "TN": 1542195, + "TP": 22175, + "n_pred": 30724, + "n_ref": 26344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9172436166256538, + "FN": 9695, + "FP": 764, + "IoU": 0.8471375747212113, + "TN": 807739, + "TP": 57962, + "n_pred": 58726, + "n_ref": 67657 + }, + "10": { + "Dice": 0.40281954887218047, + "FN": 2497, + "FP": 10211, + "IoU": 0.25220666117453217, + "TN": 859166, + "TP": 4286, + "n_pred": 14497, + "n_ref": 6783 + }, + "11": { + "Dice": 0.7318435754189944, + "FN": 939, + "FP": 1173, + "IoU": 0.5770925110132159, + "TN": 871166, + "TP": 2882, + "n_pred": 4055, + "n_ref": 3821 + }, + "12": { + "Dice": 0.6298507462686567, + "FN": 543, + "FP": 201, + "IoU": 0.4596949891067538, + "TN": 874783, + "TP": 633, + "n_pred": 834, + "n_ref": 1176 + }, + "13": { + "Dice": 0.6072874493927125, + "FN": 6, + "FP": 91, + "IoU": 0.436046511627907, + "TN": 875988, + "TP": 75, + "n_pred": 166, + "n_ref": 81 + }, + "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": 0.5495720761927995, + "FN": 1370, + "FP": 42944, + "IoU": 0.3789034030386276, + "TN": 804812, + "TP": 27034, + "n_pred": 69978, + "n_ref": 28404 + }, + "3": { + "Dice": 0.46743407745209814, + "FN": 42880, + "FP": 563, + "IoU": 0.3050009598771357, + "TN": 813652, + "TP": 19065, + "n_pred": 19628, + "n_ref": 61945 + }, + "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": 0.9241521177277282, + "FN": 1535, + "FP": 7093, + "IoU": 0.8589988723831936, + "TN": 814969, + "TP": 52563, + "n_pred": 59656, + "n_ref": 54098 + }, + "7": { + "Dice": 0.9271030873094136, + "FN": 1535, + "FP": 387, + "IoU": 0.8641119909502263, + "TN": 862016, + "TP": 12222, + "n_pred": 12609, + "n_ref": 13757 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9540430810871772, + "FN": 1204, + "FP": 426, + "IoU": 0.9121246428378889, + "TN": 857611, + "TP": 16919, + "n_pred": 17345, + "n_ref": 18123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8560764079481831, + "FN": 3547, + "FP": 1697, + "IoU": 0.7483685220729367, + "TN": 1030552, + "TP": 15596, + "n_pred": 17293, + "n_ref": 19143 + }, + "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": 0.8666086360159321, + "FN": 1911, + "FP": 3146, + "IoU": 0.7646155278346677, + "TN": 1029908, + "TP": 16427, + "n_pred": 19573, + "n_ref": 18338 + }, + "14": { + "Dice": 0.9351882655375775, + "FN": 2597, + "FP": 3832, + "IoU": 0.8782663031129289, + "TN": 998580, + "TP": 46383, + "n_pred": 50215, + "n_ref": 48980 + }, + "15": { + "Dice": 0.9028403005387471, + "FN": 7717, + "FP": 4348, + "IoU": 0.8228886833722348, + "TN": 983271, + "TP": 56056, + "n_pred": 60404, + "n_ref": 63773 + }, + "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": 0.9204589403119763, + "FN": 375, + "FP": 242, + "IoU": 0.8526391210890852, + "TN": 1047205, + "TP": 3570, + "n_pred": 3812, + "n_ref": 3945 + }, + "9": { + "Dice": 0.8894965913030082, + "FN": 658, + "FP": 2211, + "IoU": 0.8009850166481687, + "TN": 1036976, + "TP": 11547, + "n_pred": 13758, + "n_ref": 12205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9264639333876369, + "FN": 1840, + "FP": 1410, + "IoU": 0.8630021498124183, + "TN": 1202901, + "TP": 20473, + "n_pred": 21883, + "n_ref": 22313 + }, + "10": { + "Dice": 0.777257594673325, + "FN": 3105, + "FP": 5459, + "IoU": 0.6356674891517059, + "TN": 1203118, + "TP": 14942, + "n_pred": 20401, + "n_ref": 18047 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7382297551789078, + "FN": 40, + "FP": 99, + "IoU": 0.5850746268656717, + "TN": 1226289, + "TP": 196, + "n_pred": 295, + "n_ref": 236 + }, + "13": { + "Dice": 0.5012183692596064, + "FN": 3003, + "FP": 2319, + "IoU": 0.33441720860430213, + "TN": 1218628, + "TP": 2674, + "n_pred": 4993, + "n_ref": 5677 + }, + "14": { + "Dice": 0.9548278607409392, + "FN": 1473, + "FP": 4598, + "IoU": 0.9135603838596691, + "TN": 1156390, + "TP": 64163, + "n_pred": 68761, + "n_ref": 65636 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19360, + "IoU": 0.0, + "TN": 1207264, + "TP": 0, + "n_pred": 19360, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582797929904394, + "FN": 784, + "FP": 2755, + "IoU": 0.9199013195120295, + "TN": 1182441, + "TP": 40644, + "n_pred": 43399, + "n_ref": 41428 + }, + "3": { + "Dice": 0.9364007137394851, + "FN": 157, + "FP": 841, + "IoU": 0.880407429598562, + "TN": 1218279, + "TP": 7347, + "n_pred": 8188, + "n_ref": 7504 + }, + "4": { + "Dice": 0.8648708939824884, + "FN": 1874, + "FP": 549, + "IoU": 0.7619141200746782, + "TN": 1216447, + "TP": 7754, + "n_pred": 8303, + "n_ref": 9628 + }, + "5": { + "Dice": 0.8172063522342505, + "FN": 736, + "FP": 3097, + "IoU": 0.6909120232239335, + "TN": 1214223, + "TP": 8568, + "n_pred": 11665, + "n_ref": 9304 + }, + "6": { + "Dice": 0.9191459239444865, + "FN": 9397, + "FP": 2482, + "IoU": 0.8503885439363216, + "TN": 1147225, + "TP": 67520, + "n_pred": 70002, + "n_ref": 76917 + }, + "7": { + "Dice": 0.8082212369429623, + "FN": 7322, + "FP": 7990, + "IoU": 0.6781638186518696, + "TN": 1179047, + "TP": 32265, + "n_pred": 40255, + "n_ref": 39587 + }, + "8": { + "Dice": 0.943222647767205, + "FN": 1801, + "FP": 1075, + "IoU": 0.8925462357556511, + "TN": 1199859, + "TP": 23889, + "n_pred": 24964, + "n_ref": 25690 + }, + "9": { + "Dice": 0.7917607223476298, + "FN": 2967, + "FP": 5151, + "IoU": 0.6553012610929472, + "TN": 1203073, + "TP": 15433, + "n_pred": 20584, + "n_ref": 18400 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9193971721276776, + "FN": 1020, + "FP": 884, + "IoU": 0.8508187730157486, + "TN": 863397, + "TP": 10859, + "n_pred": 11743, + "n_ref": 11879 + }, + "11": { + "Dice": 0.27078384798099764, + "FN": 3, + "FP": 304, + "IoU": 0.1565934065934066, + "TN": 875796, + "TP": 57, + "n_pred": 361, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008733624454148471, + "FN": 1135, + "FP": 0, + "IoU": 0.0043859649122807015, + "TN": 875020, + "TP": 5, + "n_pred": 5, + "n_ref": 1140 + }, + "14": { + "Dice": 0.9302160821820759, + "FN": 16197, + "FP": 1336, + "IoU": 0.8695364238410596, + "TN": 741770, + "TP": 116857, + "n_pred": 118193, + "n_ref": 133054 + }, + "15": { + "Dice": 0.8728684531059683, + "FN": 2918, + "FP": 3762, + "IoU": 0.7744157773875456, + "TN": 846548, + "TP": 22932, + "n_pred": 26694, + "n_ref": 25850 + }, + "2": { + "Dice": 0.9549176680017801, + "FN": 1138, + "FP": 2914, + "IoU": 0.9137248222118128, + "TN": 829194, + "TP": 42914, + "n_pred": 45828, + "n_ref": 44052 + }, + "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": 0.6702557200538358, + "FN": 290, + "FP": 445, + "IoU": 0.5040485829959515, + "TN": 874678, + "TP": 747, + "n_pred": 1192, + "n_ref": 1037 + }, + "6": { + "Dice": 0.9756420695270559, + "FN": 3028, + "FP": 502, + "IoU": 0.9524425403497426, + "TN": 801934, + "TP": 70696, + "n_pred": 71198, + "n_ref": 73724 + }, + "7": { + "Dice": 0.9675649287248584, + "FN": 2945, + "FP": 377, + "IoU": 0.9371678235705775, + "TN": 823289, + "TP": 49549, + "n_pred": 49926, + "n_ref": 52494 + }, + "8": { + "Dice": 0.957069812897469, + "FN": 1831, + "FP": 1200, + "IoU": 0.9176739006437243, + "TN": 839343, + "TP": 33786, + "n_pred": 34986, + "n_ref": 35617 + }, + "9": { + "Dice": 0.6049382716049383, + "FN": 20, + "FP": 44, + "IoU": 0.4336283185840708, + "TN": 876047, + "TP": 49, + "n_pred": 93, + "n_ref": 69 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9164158569094505, + "FN": 1692, + "FP": 9972, + "IoU": 0.8457265296405048, + "TN": 1151018, + "TP": 63942, + "n_pred": 73914, + "n_ref": 65634 + }, + "10": { + "Dice": 0.577922077922078, + "FN": 9582, + "FP": 1598, + "IoU": 0.4063926940639269, + "TN": 1207790, + "TP": 7654, + "n_pred": 9252, + "n_ref": 17236 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6865715117972618, + "FN": 1552, + "FP": 600, + "IoU": 0.5227323131514748, + "TN": 1222115, + "TP": 2357, + "n_pred": 2957, + "n_ref": 3909 + }, + "13": { + "Dice": 0.4485849885744419, + "FN": 1047, + "FP": 11501, + "IoU": 0.28914570586902333, + "TN": 1208972, + "TP": 5104, + "n_pred": 16605, + "n_ref": 6151 + }, + "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": 0.9691139240506329, + "FN": 32, + "FP": 29, + "IoU": 0.9400785854616895, + "TN": 1225606, + "TP": 957, + "n_pred": 986, + "n_ref": 989 + }, + "3": { + "Dice": 0.9520209604092665, + "FN": 1374, + "FP": 3259, + "IoU": 0.9084351160124906, + "TN": 1176026, + "TP": 45965, + "n_pred": 49224, + "n_ref": 47339 + }, + "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": 0.9262906595046255, + "FN": 1157, + "FP": 325, + "IoU": 0.8627015008337966, + "TN": 1215830, + "TP": 9312, + "n_pred": 9637, + "n_ref": 10469 + }, + "7": { + "Dice": 0.9083715950129757, + "FN": 14268, + "FP": 879, + "IoU": 0.8321252826173693, + "TN": 1136396, + "TP": 75081, + "n_pred": 75960, + "n_ref": 89349 + }, + "8": { + "Dice": 0.9398845178349792, + "FN": 491, + "FP": 1737, + "IoU": 0.8865869177907865, + "TN": 1206979, + "TP": 17417, + "n_pred": 19154, + "n_ref": 17908 + }, + "9": { + "Dice": 0.9279506976422117, + "FN": 1746, + "FP": 335, + "IoU": 0.8655858416225294, + "TN": 1211142, + "TP": 13401, + "n_pred": 13736, + "n_ref": 15147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.919228007495753, + "FN": 9054, + "FP": 170, + "IoU": 0.8505290790944888, + "TN": 1164913, + "TP": 52487, + "n_pred": 52657, + "n_ref": 61541 + }, + "10": { + "Dice": 0.3490566037735849, + "FN": 400, + "FP": 1532, + "IoU": 0.21142857142857144, + "TN": 1224174, + "TP": 518, + "n_pred": 2050, + "n_ref": 918 + }, + "11": { + "Dice": 0.7856410256410257, + "FN": 99, + "FP": 110, + "IoU": 0.6469594594594594, + "TN": 1226032, + "TP": 383, + "n_pred": 493, + "n_ref": 482 + }, + "12": { + "Dice": 0.6944151738672286, + "FN": 1089, + "FP": 71, + "IoU": 0.5318805488297014, + "TN": 1224146, + "TP": 1318, + "n_pred": 1389, + "n_ref": 2407 + }, + "13": { + "Dice": 0.7370610351171907, + "FN": 1745, + "FP": 1542, + "IoU": 0.5836078033949835, + "TN": 1218730, + "TP": 4607, + "n_pred": 6149, + "n_ref": 6352 + }, + "14": { + "Dice": 0.9635896306087979, + "FN": 9434, + "FP": 482, + "IoU": 0.9297375432231733, + "TN": 1085496, + "TP": 131212, + "n_pred": 131694, + "n_ref": 140646 + }, + "15": { + "Dice": 0.7763413797048393, + "FN": 67, + "FP": 3843, + "IoU": 0.6344427823485415, + "TN": 1215928, + "TP": 6786, + "n_pred": 10629, + "n_ref": 6853 + }, + "2": { + "Dice": 0.9595141700404858, + "FN": 65, + "FP": 95, + "IoU": 0.9221789883268483, + "TN": 1224568, + "TP": 1896, + "n_pred": 1991, + "n_ref": 1961 + }, + "3": { + "Dice": 0.9661703239289446, + "FN": 1502, + "FP": 3160, + "IoU": 0.9345546430827543, + "TN": 1155389, + "TP": 66573, + "n_pred": 69733, + "n_ref": 68075 + }, + "4": { + "Dice": 0.9546438410074773, + "FN": 893, + "FP": 951, + "IoU": 0.9132235294117647, + "TN": 1205374, + "TP": 19406, + "n_pred": 20357, + "n_ref": 20299 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.9641019468600488, + "FN": 5027, + "FP": 9289, + "IoU": 0.9306919188985069, + "TN": 1020068, + "TP": 192240, + "n_pred": 201529, + "n_ref": 197267 + }, + "7": { + "Dice": 0.8704553476879633, + "FN": 294, + "FP": 73, + "IoU": 0.770625, + "TN": 1225024, + "TP": 1233, + "n_pred": 1306, + "n_ref": 1527 + }, + "8": { + "Dice": 0.9841425724271397, + "FN": 344, + "FP": 205, + "IoU": 0.9687802104065966, + "TN": 1209039, + "TP": 17036, + "n_pred": 17241, + "n_ref": 17380 + }, + "9": { + "Dice": 0.9549730971335074, + "FN": 1089, + "FP": 342, + "IoU": 0.9138263278333133, + "TN": 1210018, + "TP": 15175, + "n_pred": 15517, + "n_ref": 16264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9262006304468756, + "FN": 574, + "FP": 222, + "IoU": 0.862545328958729, + "TN": 1220833, + "TP": 4995, + "n_pred": 5217, + "n_ref": 5569 + }, + "10": { + "Dice": 0.8946760929158851, + "FN": 672, + "FP": 2248, + "IoU": 0.8094243571335334, + "TN": 1211302, + "TP": 12402, + "n_pred": 14650, + "n_ref": 13074 + }, + "11": { + "Dice": 0.6427631578947368, + "FN": 501, + "FP": 585, + "IoU": 0.4735821619001454, + "TN": 1224561, + "TP": 977, + "n_pred": 1562, + "n_ref": 1478 + }, + "12": { + "Dice": 0.3609129814550642, + "FN": 1635, + "FP": 157, + "IoU": 0.22019147084421237, + "TN": 1224326, + "TP": 506, + "n_pred": 663, + "n_ref": 2141 + }, + "13": { + "Dice": 0.11764705882352941, + "FN": 28, + "FP": 92, + "IoU": 0.0625, + "TN": 1226496, + "TP": 8, + "n_pred": 100, + "n_ref": 36 + }, + "14": { + "Dice": 0.7528586500898229, + "FN": 1109, + "FP": 7558, + "IoU": 0.6036674593012621, + "TN": 1204756, + "TP": 13201, + "n_pred": 20759, + "n_ref": 14310 + }, + "15": { + "Dice": 0.9112767014406359, + "FN": 5984, + "FP": 8304, + "IoU": 0.8370140536594269, + "TN": 1138960, + "TP": 73376, + "n_pred": 81680, + "n_ref": 79360 + }, + "2": { + "Dice": 0.9521233290437797, + "FN": 1232, + "FP": 591, + "IoU": 0.9086215538847118, + "TN": 1206674, + "TP": 18127, + "n_pred": 18718, + "n_ref": 19359 + }, + "3": { + "Dice": 0.9444444444444444, + "FN": 216, + "FP": 120, + "IoU": 0.8947368421052632, + "TN": 1223432, + "TP": 2856, + "n_pred": 2976, + "n_ref": 3072 + }, + "4": { + "Dice": 0.8584415584415584, + "FN": 389, + "FP": 47, + "IoU": 0.7519908987485779, + "TN": 1224866, + "TP": 1322, + "n_pred": 1369, + "n_ref": 1711 + }, + "5": { + "Dice": 0.5680837954405422, + "FN": 91, + "FP": 610, + "IoU": 0.39672977624784855, + "TN": 1225462, + "TP": 461, + "n_pred": 1071, + "n_ref": 552 + }, + "6": { + "Dice": 0.9841166205473809, + "FN": 2268, + "FP": 7025, + "IoU": 0.9687299157090701, + "TN": 929439, + "TP": 287892, + "n_pred": 294917, + "n_ref": 290160 + }, + "7": { + "Dice": 0.8707317073170732, + "FN": 5187, + "FP": 537, + "IoU": 0.7710583153347732, + "TN": 1201622, + "TP": 19278, + "n_pred": 19815, + "n_ref": 24465 + }, + "8": { + "Dice": 0.9434960675582618, + "FN": 525, + "FP": 1034, + "IoU": 0.8930360205831904, + "TN": 1212049, + "TP": 13016, + "n_pred": 14050, + "n_ref": 13541 + }, + "9": { + "Dice": 0.9057780376108351, + "FN": 1638, + "FP": 296, + "IoU": 0.8277827248441674, + "TN": 1215394, + "TP": 9296, + "n_pred": 9592, + "n_ref": 10934 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8203856749311295, + "FN": 390, + "FP": 262, + "IoU": 0.6954694068192433, + "TN": 1224483, + "TP": 1489, + "n_pred": 1751, + "n_ref": 1879 + }, + "10": { + "Dice": 0.5870878359656414, + "FN": 6242, + "FP": 1209, + "IoU": 0.41551615939755254, + "TN": 1213876, + "TP": 5297, + "n_pred": 6506, + "n_ref": 11539 + }, + "11": { + "Dice": 0.6688928846647829, + "FN": 1096, + "FP": 193, + "IoU": 0.5025086839058278, + "TN": 1224033, + "TP": 1302, + "n_pred": 1495, + "n_ref": 2398 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1226566, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "13": { + "Dice": 0.8292567833267794, + "FN": 1975, + "FP": 2367, + "IoU": 0.7083165390299611, + "TN": 1211738, + "TP": 10544, + "n_pred": 12911, + "n_ref": 12519 + }, + "14": { + "Dice": 0.8140408546607185, + "FN": 2058, + "FP": 1110, + "IoU": 0.6863987329241734, + "TN": 1216522, + "TP": 6934, + "n_pred": 8044, + "n_ref": 8992 + }, + "15": { + "Dice": 0.4422531561748744, + "FN": 4112, + "FP": 34633, + "IoU": 0.2839056666543452, + "TN": 1172518, + "TP": 15361, + "n_pred": 49994, + "n_ref": 19473 + }, + "2": { + "Dice": 0.3413039738517117, + "FN": 127, + "FP": 3702, + "IoU": 0.2057664384982369, + "TN": 1221803, + "TP": 992, + "n_pred": 4694, + "n_ref": 1119 + }, + "3": { + "Dice": 0.9350488793241604, + "FN": 3878, + "FP": 1796, + "IoU": 0.8780204660761889, + "TN": 1180108, + "TP": 40842, + "n_pred": 42638, + "n_ref": 44720 + }, + "4": { + "Dice": 0.690566037735849, + "FN": 139, + "FP": 25, + "IoU": 0.5273775216138329, + "TN": 1226277, + "TP": 183, + "n_pred": 208, + "n_ref": 322 + }, + "5": { + "Dice": 0.698943661971831, + "FN": 2049, + "FP": 687, + "IoU": 0.5372124492557511, + "TN": 1220712, + "TP": 3176, + "n_pred": 3863, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9283876252492574, + "FN": 7439, + "FP": 1216, + "IoU": 0.866346495359575, + "TN": 1161867, + "TP": 56102, + "n_pred": 57318, + "n_ref": 63541 + }, + "7": { + "Dice": 0.6963139829876138, + "FN": 859, + "FP": 1176, + "IoU": 0.5341117216117216, + "TN": 1222256, + "TP": 2333, + "n_pred": 3509, + "n_ref": 3192 + }, + "8": { + "Dice": 0.9521898186905813, + "FN": 1394, + "FP": 2775, + "IoU": 0.9087426670168987, + "TN": 1180940, + "TP": 41515, + "n_pred": 44290, + "n_ref": 42909 + }, + "9": { + "Dice": 0.8920918915050454, + "FN": 1299, + "FP": 6240, + "IoU": 0.8052038654333109, + "TN": 1187922, + "TP": 31163, + "n_pred": 37403, + "n_ref": 32462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.824530356656684, + "FN": 17696, + "FP": 350, + "IoU": 0.7014475969889983, + "TN": 1166179, + "TP": 42399, + "n_pred": 42749, + "n_ref": 60095 + }, + "10": { + "Dice": 0.8884047261729731, + "FN": 8896, + "FP": 5753, + "IoU": 0.7992159980262887, + "TN": 1153665, + "TP": 58310, + "n_pred": 64063, + "n_ref": 67206 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8127385496183206, + "FN": 889, + "FP": 681, + "IoU": 0.6845489250552542, + "TN": 1221647, + "TP": 3407, + "n_pred": 4088, + "n_ref": 4296 + }, + "13": { + "Dice": 0.8152584810250871, + "FN": 5463, + "FP": 2063, + "IoU": 0.688131940991215, + "TN": 1202492, + "TP": 16606, + "n_pred": 18669, + "n_ref": 22069 + }, + "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": 0.9355308891131293, + "FN": 336, + "FP": 239, + "IoU": 0.8788708658099853, + "TN": 1221877, + "TP": 4172, + "n_pred": 4411, + "n_ref": 4508 + }, + "4": { + "Dice": 0.9409803267755918, + "FN": 15, + "FP": 162, + "IoU": 0.8885390428211587, + "TN": 1225036, + "TP": 1411, + "n_pred": 1573, + "n_ref": 1426 + }, + "5": { + "Dice": 0.49586776859504134, + "FN": 244, + "FP": 0, + "IoU": 0.32967032967032966, + "TN": 1226260, + "TP": 120, + "n_pred": 120, + "n_ref": 364 + }, + "6": { + "Dice": 0.9338714600026421, + "FN": 4485, + "FP": 24549, + "IoU": 0.8759464032404163, + "TN": 992580, + "TP": 205010, + "n_pred": 229559, + "n_ref": 209495 + }, + "7": { + "Dice": 0.9775769460312047, + "FN": 778, + "FP": 800, + "IoU": 0.9561374249499667, + "TN": 1190648, + "TP": 34398, + "n_pred": 35198, + "n_ref": 35176 + }, + "8": { + "Dice": 0.9817663284866053, + "FN": 327, + "FP": 453, + "IoU": 0.9641856834565407, + "TN": 1204845, + "TP": 20999, + "n_pred": 21452, + "n_ref": 21326 + }, + "9": { + "Dice": 0.8843129545901317, + "FN": 2510, + "FP": 4552, + "IoU": 0.7926173905382786, + "TN": 1192571, + "TP": 26991, + "n_pred": 31543, + "n_ref": 29501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8563732092567651, + "FN": 2721, + "FP": 1971, + "IoU": 0.7488222698072805, + "TN": 857480, + "TP": 13988, + "n_pred": 15959, + "n_ref": 16709 + }, + "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": 0.16940581542351454, + "FN": 128, + "FP": 529, + "IoU": 0.0925414364640884, + "TN": 875436, + "TP": 67, + "n_pred": 596, + "n_ref": 195 + }, + "14": { + "Dice": 0.8487421990606704, + "FN": 4699, + "FP": 4705, + "IoU": 0.737230356544093, + "TN": 840372, + "TP": 26384, + "n_pred": 31089, + "n_ref": 31083 + }, + "15": { + "Dice": 0.8598352645539579, + "FN": 1385, + "FP": 2631, + "IoU": 0.7541324843883923, + "TN": 859826, + "TP": 12318, + "n_pred": 14949, + "n_ref": 13703 + }, + "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": 0.9634202103337905, + "FN": 2521, + "FP": 1159, + "IoU": 0.929422143802382, + "TN": 824019, + "TP": 48461, + "n_pred": 49620, + "n_ref": 50982 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803856285314192, + "FN": 1594, + "FP": 2412, + "IoU": 0.9615259023069092, + "TN": 772038, + "TP": 100116, + "n_pred": 102528, + "n_ref": 101710 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16660, + "IoU": 0.0, + "TN": 859500, + "TP": 0, + "n_pred": 16660, + "n_ref": 0 + }, + "8": { + "Dice": 0.9506059913103133, + "FN": 355, + "FP": 77, + "IoU": 0.9058618435388973, + "TN": 871571, + "TP": 4157, + "n_pred": 4234, + "n_ref": 4512 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9332146792101026, + "FN": 360, + "FP": 1216, + "IoU": 0.8747914514975769, + "TN": 1038805, + "TP": 11011, + "n_pred": 12227, + "n_ref": 11371 + }, + "10": { + "Dice": 0.7613523620544913, + "FN": 10744, + "FP": 4891, + "IoU": 0.614664202094886, + "TN": 1010817, + "TP": 24940, + "n_pred": 29831, + "n_ref": 35684 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18725099601593626, + "FN": 1211, + "FP": 13, + "IoU": 0.10329670329670329, + "TN": 1050027, + "TP": 141, + "n_pred": 154, + "n_ref": 1352 + }, + "13": { + "Dice": 0.7990067595530418, + "FN": 5025, + "FP": 2260, + "IoU": 0.6652883069147715, + "TN": 1029627, + "TP": 14480, + "n_pred": 16740, + "n_ref": 19505 + }, + "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": 0.9603208464886083, + "FN": 885, + "FP": 45, + "IoU": 0.9236703873933026, + "TN": 1039208, + "TP": 11254, + "n_pred": 11299, + "n_ref": 12139 + }, + "3": { + "Dice": 0.9388714972894556, + "FN": 3134, + "FP": 869, + "IoU": 0.8847858623071609, + "TN": 1016648, + "TP": 30741, + "n_pred": 31610, + "n_ref": 33875 + }, + "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": 0.9607335894585044, + "FN": 1123, + "FP": 2444, + "IoU": 0.9244343699686467, + "TN": 1004188, + "TP": 43637, + "n_pred": 46081, + "n_ref": 44760 + }, + "7": { + "Dice": 0.8431691404655622, + "FN": 3049, + "FP": 21158, + "IoU": 0.7288612103630193, + "TN": 962113, + "TP": 65072, + "n_pred": 86230, + "n_ref": 68121 + }, + "8": { + "Dice": 0.8180336773492667, + "FN": 12, + "FP": 323, + "IoU": 0.6920955882352942, + "TN": 1050304, + "TP": 753, + "n_pred": 1076, + "n_ref": 765 + }, + "9": { + "Dice": 0.4167359379329454, + "FN": 2105, + "FP": 0, + "IoU": 0.2632131606580329, + "TN": 1048535, + "TP": 752, + "n_pred": 752, + "n_ref": 2857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 41668, + "FP": 374, + "IoU": 0.0, + "TN": 1184582, + "TP": 0, + "n_pred": 374, + "n_ref": 41668 + }, + "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": 0.0825445015681164, + "FN": 64022, + "FP": 43, + "IoU": 0.043048979043123665, + "TN": 1159677, + "TP": 2882, + "n_pred": 2925, + "n_ref": 66904 + }, + "15": { + "Dice": 0.4193108577094695, + "FN": 8977, + "FP": 9763, + "IoU": 0.2652709166470634, + "TN": 1201118, + "TP": 6766, + "n_pred": 16529, + "n_ref": 15743 + }, + "2": { + "Dice": 0.9718104495747266, + "FN": 1019, + "FP": 1069, + "IoU": 0.9451666272748759, + "TN": 1188545, + "TP": 35991, + "n_pred": 37060, + "n_ref": 37010 + }, + "3": { + "Dice": 0.6206896551724138, + "FN": 0, + "FP": 11, + "IoU": 0.45, + "TN": 1226604, + "TP": 9, + "n_pred": 20, + "n_ref": 9 + }, + "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": 0.7210546925988774, + "FN": 1218, + "FP": 5193, + "IoU": 0.5637885282710757, + "TN": 1211927, + "TP": 8286, + "n_pred": 13479, + "n_ref": 9504 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15192, + "IoU": 0.0, + "TN": 1211432, + "TP": 0, + "n_pred": 15192, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.9393894266567386, + "FN": 1726, + "FP": 716, + "IoU": 0.8857062622858748, + "TN": 1205258, + "TP": 18924, + "n_pred": 19640, + "n_ref": 20650 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4478632478632479, + "FN": 124, + "FP": 199, + "IoU": 0.28854625550660795, + "TN": 1226170, + "TP": 131, + "n_pred": 330, + "n_ref": 255 + }, + "13": { + "Dice": 0.7194443076013597, + "FN": 1374, + "FP": 4321, + "IoU": 0.5618219589135954, + "TN": 1213627, + "TP": 7302, + "n_pred": 11623, + "n_ref": 8676 + }, + "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": 293, + "IoU": 0.0, + "TN": 1226331, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "2": { + "Dice": 0.9778402880227482, + "FN": 1244, + "FP": 1655, + "IoU": 0.9566413903471381, + "TN": 1159763, + "TP": 63962, + "n_pred": 65617, + "n_ref": 65206 + }, + "3": { + "Dice": 0.9616573902288188, + "FN": 10, + "FP": 114, + "IoU": 0.9261465157832043, + "TN": 1224945, + "TP": 1555, + "n_pred": 1669, + "n_ref": 1565 + }, + "4": { + "Dice": 0.021402550091074682, + "FN": 4298, + "FP": 0, + "IoU": 0.010817031070195627, + "TN": 1222279, + "TP": 47, + "n_pred": 47, + "n_ref": 4345 + }, + "5": { + "Dice": 0.39938268202612576, + "FN": 8701, + "FP": 2196, + "IoU": 0.24951790633608814, + "TN": 1212104, + "TP": 3623, + "n_pred": 5819, + "n_ref": 12324 + }, + "6": { + "Dice": 0.9664482306684141, + "FN": 3953, + "FP": 1679, + "IoU": 0.9350748161298503, + "TN": 1139878, + "TP": 81114, + "n_pred": 82793, + "n_ref": 85067 + }, + "7": { + "Dice": 0.3569146508443633, + "FN": 0, + "FP": 1409, + "IoU": 0.21722222222222223, + "TN": 1224824, + "TP": 391, + "n_pred": 1800, + "n_ref": 391 + }, + "8": { + "Dice": 0.9668681441683457, + "FN": 1763, + "FP": 901, + "IoU": 0.9358613217768147, + "TN": 1185089, + "TP": 38871, + "n_pred": 39772, + "n_ref": 40634 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9216101694915254, + "FN": 236, + "FP": 208, + "IoU": 0.8546168958742633, + "TN": 1223570, + "TP": 2610, + "n_pred": 2818, + "n_ref": 2846 + }, + "10": { + "Dice": 0.39879118622187015, + "FN": 14934, + "FP": 5557, + "IoU": 0.24905632718877121, + "TN": 1199337, + "TP": 6796, + "n_pred": 12353, + "n_ref": 21730 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 1226589, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "13": { + "Dice": 0.6505535504278357, + "FN": 14201, + "FP": 3033, + "IoU": 0.4820891934126698, + "TN": 1193348, + "TP": 16042, + "n_pred": 19075, + "n_ref": 30243 + }, + "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": 1073, + "IoU": 0.0, + "TN": 1225551, + "TP": 0, + "n_pred": 1073, + "n_ref": 0 + }, + "2": { + "Dice": 0.973297700323392, + "FN": 1378, + "FP": 1000, + "IoU": 0.9479843384299057, + "TN": 1180907, + "TP": 43339, + "n_pred": 44339, + "n_ref": 44717 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7872195785180149, + "FN": 1107, + "FP": 145, + "IoU": 0.649103139013453, + "TN": 1223056, + "TP": 2316, + "n_pred": 2461, + "n_ref": 3423 + }, + "5": { + "Dice": 0.7635434077278537, + "FN": 226, + "FP": 4584, + "IoU": 0.6175254452926209, + "TN": 1214048, + "TP": 7766, + "n_pred": 12350, + "n_ref": 7992 + }, + "6": { + "Dice": 0.935801030776551, + "FN": 4302, + "FP": 10135, + "IoU": 0.8793478079192365, + "TN": 1106966, + "TP": 105221, + "n_pred": 115356, + "n_ref": 109523 + }, + "7": { + "Dice": 0.8378627099497996, + "FN": 66366, + "FP": 7984, + "IoU": 0.7209670639805447, + "TN": 960168, + "TP": 192106, + "n_pred": 200090, + "n_ref": 258472 + }, + "8": { + "Dice": 0.8982468202131316, + "FN": 727, + "FP": 1641, + "IoU": 0.8152886115444617, + "TN": 1213804, + "TP": 10452, + "n_pred": 12093, + "n_ref": 11179 + }, + "9": { + "Dice": 0.4899316460373176, + "FN": 2791, + "FP": 2731, + "IoU": 0.324443356985564, + "TN": 1218450, + "TP": 2652, + "n_pred": 5383, + "n_ref": 5443 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576766141291303, + "FN": 2385, + "FP": 789, + "IoU": 0.9187902978200798, + "TN": 1012308, + "TP": 35910, + "n_pred": 36699, + "n_ref": 38295 + }, + "10": { + "Dice": 0.8149300155520995, + "FN": 233, + "FP": 124, + "IoU": 0.6876640419947506, + "TN": 1050249, + "TP": 786, + "n_pred": 910, + "n_ref": 1019 + }, + "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": 0.7545258546935423, + "FN": 1443, + "FP": 5730, + "IoU": 0.6058141451887674, + "TN": 1033195, + "TP": 11024, + "n_pred": 16754, + "n_ref": 12467 + }, + "14": { + "Dice": 0.8831061308971523, + "FN": 3728, + "FP": 12650, + "IoU": 0.7906804355605541, + "TN": 973148, + "TP": 61866, + "n_pred": 74516, + "n_ref": 65594 + }, + "15": { + "Dice": 0.1415362731152205, + "FN": 16, + "FP": 2398, + "IoU": 0.07615767317259854, + "TN": 1048779, + "TP": 199, + "n_pred": 2597, + "n_ref": 215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9666504398868359, + "FN": 2598, + "FP": 2129, + "IoU": 0.935453477892782, + "TN": 978158, + "TP": 68507, + "n_pred": 70636, + "n_ref": 71105 + }, + "4": { + "Dice": 0.18672259184263812, + "FN": 11162, + "FP": 84, + "IoU": 0.10297519342745473, + "TN": 1038855, + "TP": 1291, + "n_pred": 1375, + "n_ref": 12453 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9140665446511255, + "FN": 2063, + "FP": 9722, + "IoU": 0.8417334783718088, + "TN": 976929, + "TP": 62678, + "n_pred": 72400, + "n_ref": 64741 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2322, + "IoU": 0.0, + "TN": 1049070, + "TP": 0, + "n_pred": 2322, + "n_ref": 0 + }, + "8": { + "Dice": 0.816651904340124, + "FN": 79, + "FP": 128, + "IoU": 0.6901197604790419, + "TN": 1050724, + "TP": 461, + "n_pred": 589, + "n_ref": 540 + }, + "9": { + "Dice": 0.914457085733327, + "FN": 212, + "FP": 1585, + "IoU": 0.8423960708647605, + "TN": 1039990, + "TP": 9605, + "n_pred": 11190, + "n_ref": 9817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231487679207983, + "FN": 1365, + "FP": 8509, + "IoU": 0.8572667611090231, + "TN": 1157446, + "TP": 59304, + "n_pred": 67813, + "n_ref": 60669 + }, + "10": { + "Dice": 0.14074987441201992, + "FN": 13949, + "FP": 4866, + "IoU": 0.07570249557869915, + "TN": 1206268, + "TP": 1541, + "n_pred": 6407, + "n_ref": 15490 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7677371172516804, + "FN": 287, + "FP": 646, + "IoU": 0.623030303030303, + "TN": 1224149, + "TP": 1542, + "n_pred": 2188, + "n_ref": 1829 + }, + "13": { + "Dice": 0.5447143795141168, + "FN": 424, + "FP": 3043, + "IoU": 0.3743006677495037, + "TN": 1221083, + "TP": 2074, + "n_pred": 5117, + "n_ref": 2498 + }, + "14": { + "Dice": 0.9136559393345165, + "FN": 5229, + "FP": 1728, + "IoU": 0.8410373586199017, + "TN": 1182859, + "TP": 36808, + "n_pred": 38536, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7271357541057707, + "FN": 640, + "FP": 6604, + "IoU": 0.5712594696969697, + "TN": 1209728, + "TP": 9652, + "n_pred": 16256, + "n_ref": 10292 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.912315531731851, + "FN": 720, + "FP": 605, + "IoU": 0.8387685568264784, + "TN": 1218406, + "TP": 6893, + "n_pred": 7498, + "n_ref": 7613 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.495406026212674, + "FN": 10916, + "FP": 4022, + "IoU": 0.3292622693188451, + "TN": 1204353, + "TP": 7333, + "n_pred": 11355, + "n_ref": 18249 + }, + "6": { + "Dice": 0.9494995639353794, + "FN": 405, + "FP": 4459, + "IoU": 0.9038545167029057, + "TN": 1176034, + "TP": 45726, + "n_pred": 50185, + "n_ref": 46131 + }, + "7": { + "Dice": 0.8741187159994019, + "FN": 7300, + "FP": 3645, + "IoU": 0.7763862215502799, + "TN": 1177678, + "TP": 38001, + "n_pred": 41646, + "n_ref": 45301 + }, + "8": { + "Dice": 0.6725752466435171, + "FN": 22351, + "FP": 3768, + "IoU": 0.5066767400132213, + "TN": 1173679, + "TP": 26826, + "n_pred": 30594, + "n_ref": 49177 + }, + "9": { + "Dice": 0.5142207053469852, + "FN": 66, + "FP": 361, + "IoU": 0.3460949464012251, + "TN": 1225971, + "TP": 226, + "n_pred": 587, + "n_ref": 292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9066143559706029, + "FN": 423, + "FP": 2957, + "IoU": 0.8291807752564815, + "TN": 1206837, + "TP": 16407, + "n_pred": 19364, + "n_ref": 16830 + }, + "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": 0.8312403234130398, + "FN": 649, + "FP": 332, + "IoU": 0.7112157786282014, + "TN": 1223227, + "TP": 2416, + "n_pred": 2748, + "n_ref": 3065 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1579, + "IoU": 0.0, + "TN": 1225045, + "TP": 0, + "n_pred": 1579, + "n_ref": 0 + }, + "14": { + "Dice": 0.8824273872049611, + "FN": 1300, + "FP": 2416, + "IoU": 0.7895928882849216, + "TN": 1208963, + "TP": 13945, + "n_pred": 16361, + "n_ref": 15245 + }, + "15": { + "Dice": 0.923164296362905, + "FN": 1915, + "FP": 1332, + "IoU": 0.857293543708522, + "TN": 1203871, + "TP": 19506, + "n_pred": 20838, + "n_ref": 21421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9724272857701839, + "FN": 251, + "FP": 806, + "IoU": 0.9463342810722989, + "TN": 1206928, + "TP": 18639, + "n_pred": 19445, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8506047728015691, + "FN": 234, + "FP": 680, + "IoU": 0.7400455062571104, + "TN": 1223108, + "TP": 2602, + "n_pred": 3282, + "n_ref": 2836 + }, + "6": { + "Dice": 0.9248097131059135, + "FN": 3967, + "FP": 913, + "IoU": 0.8601358516522886, + "TN": 1191733, + "TP": 30011, + "n_pred": 30924, + "n_ref": 33978 + }, + "7": { + "Dice": 0.9582070299903257, + "FN": 1128, + "FP": 1464, + "IoU": 0.9197672259023092, + "TN": 1194318, + "TP": 29714, + "n_pred": 31178, + "n_ref": 30842 + }, + "8": { + "Dice": 0.953845023600933, + "FN": 2130, + "FP": 2896, + "IoU": 0.9117626404494382, + "TN": 1169664, + "TP": 51934, + "n_pred": 54830, + "n_ref": 54064 + }, + "9": { + "Dice": 0.8231154894889612, + "FN": 758, + "FP": 5275, + "IoU": 0.6994020926756352, + "TN": 1206554, + "TP": 14037, + "n_pred": 19312, + "n_ref": 14795 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652273737224115, + "FN": 1156, + "FP": 722, + "IoU": 0.9327917546433812, + "TN": 1373913, + "TP": 26065, + "n_pred": 26787, + "n_ref": 27221 + }, + "10": { + "Dice": 0.9026756179602775, + "FN": 3844, + "FP": 3129, + "IoU": 0.8226151106588654, + "TN": 1362546, + "TP": 32337, + "n_pred": 35466, + "n_ref": 36181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7580609459160333, + "FN": 2758, + "FP": 521, + "IoU": 0.6103849809885932, + "TN": 1393440, + "TP": 5137, + "n_pred": 5658, + "n_ref": 7895 + }, + "13": { + "Dice": 0.7225819977636974, + "FN": 13357, + "FP": 10461, + "IoU": 0.5656582234622609, + "TN": 1347019, + "TP": 31019, + "n_pred": 41480, + "n_ref": 44376 + }, + "14": { + "Dice": 0.9439761962594122, + "FN": 7719, + "FP": 1507, + "IoU": 0.893896702816464, + "TN": 1314903, + "TP": 77727, + "n_pred": 79234, + "n_ref": 85446 + }, + "15": { + "Dice": 0.27296405625976733, + "FN": 4, + "FP": 4183, + "IoU": 0.15805348883973458, + "TN": 1396883, + "TP": 786, + "n_pred": 4969, + "n_ref": 790 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9759417630870298, + "FN": 775, + "FP": 851, + "IoU": 0.9530139282205398, + "TN": 1367250, + "TP": 32980, + "n_pred": 33831, + "n_ref": 33755 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1401840, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9096309257937513, + "FN": 3237, + "FP": 8538, + "IoU": 0.8342413108661684, + "TN": 1330819, + "TP": 59262, + "n_pred": 67800, + "n_ref": 62499 + }, + "7": { + "Dice": 0.7479119291012263, + "FN": 42130, + "FP": 5316, + "IoU": 0.597331726484991, + "TN": 1284027, + "TP": 70383, + "n_pred": 75699, + "n_ref": 112513 + }, + "8": { + "Dice": 0.9598752598752599, + "FN": 468, + "FP": 1076, + "IoU": 0.9228462922246652, + "TN": 1381844, + "TP": 18468, + "n_pred": 19544, + "n_ref": 18936 + }, + "9": { + "Dice": 0.8294807009998925, + "FN": 2876, + "FP": 296, + "IoU": 0.7086433360889134, + "TN": 1390969, + "TP": 7715, + "n_pred": 8011, + "n_ref": 10591 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410864575363428, + "FN": 1004, + "FP": 305, + "IoU": 0.888728323699422, + "TN": 1039628, + "TP": 10455, + "n_pred": 10760, + "n_ref": 11459 + }, + "10": { + "Dice": 0.9301256926611704, + "FN": 2033, + "FP": 2620, + "IoU": 0.8693784739767559, + "TN": 1015770, + "TP": 30969, + "n_pred": 33589, + "n_ref": 33002 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.826104802298536, + "FN": 483, + "FP": 788, + "IoU": 0.7037296037296037, + "TN": 1047102, + "TP": 3019, + "n_pred": 3807, + "n_ref": 3502 + }, + "13": { + "Dice": 0.693515483530841, + "FN": 6132, + "FP": 7239, + "IoU": 0.5308256430050177, + "TN": 1022893, + "TP": 15128, + "n_pred": 22367, + "n_ref": 21260 + }, + "14": { + "Dice": 0.7846712294605004, + "FN": 6342, + "FP": 1429, + "IoU": 0.6456452348381213, + "TN": 1029462, + "TP": 14159, + "n_pred": 15588, + "n_ref": 20501 + }, + "15": { + "Dice": 0.8266877220686932, + "FN": 12731, + "FP": 0, + "IoU": 0.7045760430686406, + "TN": 1008298, + "TP": 30363, + "n_pred": 30363, + "n_ref": 43094 + }, + "2": { + "Dice": 0.9355742296918768, + "FN": 23, + "FP": 0, + "IoU": 0.8789473684210526, + "TN": 1051202, + "TP": 167, + "n_pred": 167, + "n_ref": 190 + }, + "3": { + "Dice": 0.9831864426830711, + "FN": 632, + "FP": 1642, + "IoU": 0.9669289277351988, + "TN": 982631, + "TP": 66487, + "n_pred": 68129, + "n_ref": 67119 + }, + "4": { + "Dice": 0.8334564557169827, + "FN": 176, + "FP": 1853, + "IoU": 0.7144666479031804, + "TN": 1044286, + "TP": 5077, + "n_pred": 6930, + "n_ref": 5253 + }, + "5": { + "Dice": 0.2654462242562929, + "FN": 642, + "FP": 0, + "IoU": 0.15303430079155672, + "TN": 1050634, + "TP": 116, + "n_pred": 116, + "n_ref": 758 + }, + "6": { + "Dice": 0.9265463917525774, + "FN": 91, + "FP": 137, + "IoU": 0.8631452581032413, + "TN": 1049726, + "TP": 1438, + "n_pred": 1575, + "n_ref": 1529 + }, + "7": { + "Dice": 0.7621490354443504, + "FN": 1159, + "FP": 7558, + "IoU": 0.6157033902041176, + "TN": 1028709, + "TP": 13966, + "n_pred": 21524, + "n_ref": 15125 + }, + "8": { + "Dice": 0.9780236119784697, + "FN": 608, + "FP": 131, + "IoU": 0.956992376185765, + "TN": 1034209, + "TP": 16444, + "n_pred": 16575, + "n_ref": 17052 + }, + "9": { + "Dice": 0.9446808510638298, + "FN": 501, + "FP": 955, + "IoU": 0.8951612903225806, + "TN": 1037504, + "TP": 12432, + "n_pred": 13387, + "n_ref": 12933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623104013016346, + "FN": 303, + "FP": 3218, + "IoU": 0.927358626807782, + "TN": 1002921, + "TP": 44950, + "n_pred": 48168, + "n_ref": 45253 + }, + "10": { + "Dice": 0.8579175704989154, + "FN": 1176, + "FP": 3016, + "IoU": 0.7511870845204178, + "TN": 1034544, + "TP": 12656, + "n_pred": 15672, + "n_ref": 13832 + }, + "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": 3375, + "FP": 338, + "IoU": 0.0, + "TN": 1047679, + "TP": 0, + "n_pred": 338, + "n_ref": 3375 + }, + "14": { + "Dice": 0.9389827379303979, + "FN": 2242, + "FP": 3046, + "IoU": 0.884983469636332, + "TN": 1005416, + "TP": 40688, + "n_pred": 43734, + "n_ref": 42930 + }, + "15": { + "Dice": 0.5119887871051709, + "FN": 291, + "FP": 9458, + "IoU": 0.3440758931575052, + "TN": 1036529, + "TP": 5114, + "n_pred": 14572, + "n_ref": 5405 + }, + "2": { + "Dice": 0.9688677485543742, + "FN": 1340, + "FP": 1998, + "IoU": 0.9396154054885218, + "TN": 996113, + "TP": 51941, + "n_pred": 53939, + "n_ref": 53281 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9437022139220099, + "FN": 2123, + "FP": 1404, + "IoU": 0.8934054642166345, + "TN": 1018304, + "TP": 29561, + "n_pred": 30965, + "n_ref": 31684 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614799797263052, + "FN": 487, + "FP": 3617, + "IoU": 0.9258174719375305, + "TN": 996069, + "TP": 51219, + "n_pred": 54836, + "n_ref": 51706 + }, + "7": { + "Dice": 0.972065565119884, + "FN": 2151, + "FP": 1237, + "IoU": 0.9456493839835729, + "TN": 989056, + "TP": 58948, + "n_pred": 60185, + "n_ref": 61099 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.44865032578343156, + "FN": 3240, + "FP": 314, + "IoU": 0.2892, + "TN": 1221624, + "TP": 1446, + "n_pred": 1760, + "n_ref": 4686 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": 0.7798051975670962, + "FN": 941, + "FP": 4236, + "IoU": 0.6390825432236475, + "TN": 1212280, + "TP": 9167, + "n_pred": 13403, + "n_ref": 10108 + }, + "14": { + "Dice": 0.04348657477491833, + "FN": 23981, + "FP": 96071, + "IoU": 0.022226565999625348, + "TN": 1103843, + "TP": 2729, + "n_pred": 98800, + "n_ref": 26710 + }, + "15": { + "Dice": 0.060902241720812274, + "FN": 49447, + "FP": 1284, + "IoU": 0.03140751489231709, + "TN": 1174248, + "TP": 1645, + "n_pred": 2929, + "n_ref": 51092 + }, + "2": { + "Dice": 0.8838235294117647, + "FN": 124, + "FP": 1298, + "IoU": 0.7918313570487484, + "TN": 1219793, + "TP": 5409, + "n_pred": 6707, + "n_ref": 5533 + }, + "3": { + "Dice": 0.9313567273409645, + "FN": 1354, + "FP": 475, + "IoU": 0.8715319238603638, + "TN": 1212387, + "TP": 12408, + "n_pred": 12883, + "n_ref": 13762 + }, + "4": { + "Dice": 0.8618817612071374, + "FN": 4148, + "FP": 2772, + "IoU": 0.7572866612886254, + "TN": 1198113, + "TP": 21591, + "n_pred": 24363, + "n_ref": 25739 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8972012016244836, + "FN": 1373, + "FP": 21965, + "IoU": 0.8135674457989168, + "TN": 1101442, + "TP": 101844, + "n_pred": 123809, + "n_ref": 103217 + }, + "7": { + "Dice": 0.9299867284453655, + "FN": 1148, + "FP": 1859, + "IoU": 0.8691356950126208, + "TN": 1203646, + "TP": 19971, + "n_pred": 21830, + "n_ref": 21119 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7784661842036757, + "FN": 2658, + "FP": 5852, + "IoU": 0.6372858238854318, + "TN": 852698, + "TP": 14952, + "n_pred": 20804, + "n_ref": 17610 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6858789625360231, + "FN": 109, + "FP": 0, + "IoU": 0.5219298245614035, + "TN": 875932, + "TP": 119, + "n_pred": 119, + "n_ref": 228 + }, + "13": { + "Dice": 0.03519061583577713, + "FN": 1645, + "FP": 0, + "IoU": 0.01791044776119403, + "TN": 874485, + "TP": 30, + "n_pred": 30, + "n_ref": 1675 + }, + "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": 0.9621116225546605, + "FN": 872, + "FP": 1762, + "IoU": 0.9269894946919089, + "TN": 840083, + "TP": 33443, + "n_pred": 35205, + "n_ref": 34315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792776472738415, + "FN": 2960, + "FP": 895, + "IoU": 0.9593966906459666, + "TN": 781217, + "TP": 91088, + "n_pred": 91983, + "n_ref": 94048 + }, + "7": { + "Dice": 0.8871545953491323, + "FN": 3493, + "FP": 64, + "IoU": 0.7971948229659616, + "TN": 858621, + "TP": 13982, + "n_pred": 14046, + "n_ref": 17475 + }, + "8": { + "Dice": 0.836272040302267, + "FN": 7, + "FP": 448, + "IoU": 0.7186147186147186, + "TN": 874543, + "TP": 1162, + "n_pred": 1610, + "n_ref": 1169 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0378.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": 0.2397149335924846, + "FN": 458, + "FP": 1889, + "IoU": 0.13617960986382038, + "TN": 1048675, + "TP": 370, + "n_pred": 2259, + "n_ref": 828 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1266, + "IoU": 0.0, + "TN": 1050126, + "TP": 0, + "n_pred": 1266, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3740, + "IoU": 0.0, + "TN": 1047652, + "TP": 0, + "n_pred": 3740, + "n_ref": 0 + }, + "2": { + "Dice": 0.9729298881075137, + "FN": 1140, + "FP": 1543, + "IoU": 0.9472867303233918, + "TN": 1000494, + "TP": 48215, + "n_pred": 49758, + "n_ref": 49355 + }, + "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": 0.9879288378018953, + "FN": 1274, + "FP": 1322, + "IoU": 0.9761456256259935, + "TN": 942565, + "TP": 106231, + "n_pred": 107553, + "n_ref": 107505 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8995484822745764, + "FN": 778, + "FP": 1469, + "IoU": 0.8174358141046474, + "TN": 1039084, + "TP": 10061, + "n_pred": 11530, + "n_ref": 10839 + }, + "9": { + "Dice": 0.9641695929249577, + "FN": 391, + "FP": 711, + "IoU": 0.9308180048967293, + "TN": 1035463, + "TP": 14827, + "n_pred": 15538, + "n_ref": 15218 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.926284915561055, + "FN": 1236, + "FP": 1981, + "IoU": 0.8626915361304366, + "TN": 1027963, + "TP": 20212, + "n_pred": 22193, + "n_ref": 21448 + }, + "11": { + "Dice": 0.739396795475966, + "FN": 410, + "FP": 696, + "IoU": 0.5865420560747664, + "TN": 1048717, + "TP": 1569, + "n_pred": 2265, + "n_ref": 1979 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9307487824281584, + "FN": 1707, + "FP": 1862, + "IoU": 0.8704678256451203, + "TN": 1023839, + "TP": 23984, + "n_pred": 25846, + "n_ref": 25691 + }, + "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": 0.8979916484390534, + "FN": 439, + "FP": 74, + "IoU": 0.8148682785997835, + "TN": 1048621, + "TP": 2258, + "n_pred": 2332, + "n_ref": 2697 + }, + "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": 0.9532863893610265, + "FN": 990, + "FP": 4012, + "IoU": 0.9107423269093504, + "TN": 995352, + "TP": 51038, + "n_pred": 55050, + "n_ref": 52028 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1051337, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "8": { + "Dice": 0.9546277926334857, + "FN": 831, + "FP": 221, + "IoU": 0.913194157933823, + "TN": 1039273, + "TP": 11067, + "n_pred": 11288, + "n_ref": 11898 + }, + "9": { + "Dice": 0.9425822055266814, + "FN": 4409, + "FP": 1170, + "IoU": 0.8913999844273145, + "TN": 1000020, + "TP": 45793, + "n_pred": 46963, + "n_ref": 50202 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7359307359307359, + "FN": 450, + "FP": 38, + "IoU": 0.5821917808219178, + "TN": 1050224, + "TP": 680, + "n_pred": 718, + "n_ref": 1130 + }, + "10": { + "Dice": 0.8813333518366894, + "FN": 3181, + "FP": 5370, + "IoU": 0.7878426994169457, + "TN": 1011087, + "TP": 31754, + "n_pred": 37124, + "n_ref": 34935 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8551625239005736, + "FN": 323, + "FP": 283, + "IoU": 0.746972860125261, + "TN": 1048997, + "TP": 1789, + "n_pred": 2072, + "n_ref": 2112 + }, + "13": { + "Dice": 0.7621319796954314, + "FN": 3614, + "FP": 1072, + "IoU": 0.6156811285163618, + "TN": 1039199, + "TP": 7507, + "n_pred": 8579, + "n_ref": 11121 + }, + "14": { + "Dice": 0.8706575900063163, + "FN": 2169, + "FP": 1517, + "IoU": 0.7709420830226199, + "TN": 1035300, + "TP": 12406, + "n_pred": 13923, + "n_ref": 14575 + }, + "15": { + "Dice": 0.8576538745674405, + "FN": 3501, + "FP": 160, + "IoU": 0.7507828454731109, + "TN": 1036702, + "TP": 11029, + "n_pred": 11189, + "n_ref": 14530 + }, + "2": { + "Dice": 0.8011869436201781, + "FN": 41, + "FP": 26, + "IoU": 0.6683168316831684, + "TN": 1051190, + "TP": 135, + "n_pred": 161, + "n_ref": 176 + }, + "3": { + "Dice": 0.9502762430939227, + "FN": 7, + "FP": 2, + "IoU": 0.9052631578947369, + "TN": 1051297, + "TP": 86, + "n_pred": 88, + "n_ref": 93 + }, + "4": { + "Dice": 0.9133830061613412, + "FN": 1387, + "FP": 1031, + "IoU": 0.8405749324190677, + "TN": 1036225, + "TP": 12749, + "n_pred": 13780, + "n_ref": 14136 + }, + "5": { + "Dice": 0.6412577417818008, + "FN": 551, + "FP": 202, + "IoU": 0.47194950911640954, + "TN": 1049966, + "TP": 673, + "n_pred": 875, + "n_ref": 1224 + }, + "6": { + "Dice": 0.9564782931604888, + "FN": 4163, + "FP": 8729, + "IoU": 0.9165868681901705, + "TN": 896836, + "TP": 141664, + "n_pred": 150393, + "n_ref": 145827 + }, + "7": { + "Dice": 0.9277018232916, + "FN": 3783, + "FP": 2494, + "IoU": 0.8651528496852778, + "TN": 1004843, + "TP": 40272, + "n_pred": 42766, + "n_ref": 44055 + }, + "8": { + "Dice": 0.9663083789050223, + "FN": 851, + "FP": 221, + "IoU": 0.9348130130738826, + "TN": 1034947, + "TP": 15373, + "n_pred": 15594, + "n_ref": 16224 + }, + "9": { + "Dice": 0.9016328784412716, + "FN": 1162, + "FP": 85, + "IoU": 0.8208848032174663, + "TN": 1044430, + "TP": 5715, + "n_pred": 5800, + "n_ref": 6877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711027961773777, + "FN": 991, + "FP": 1295, + "IoU": 0.9438287834484115, + "TN": 1536391, + "TP": 38411, + "n_pred": 39706, + "n_ref": 39402 + }, + "10": { + "Dice": 0.7199513467363718, + "FN": 12545, + "FP": 11400, + "IoU": 0.5624406110664425, + "TN": 1522364, + "TP": 30779, + "n_pred": 42179, + "n_ref": 43324 + }, + "11": { + "Dice": 0.5558194774346793, + "FN": 151, + "FP": 223, + "IoU": 0.3848684210526316, + "TN": 1576480, + "TP": 234, + "n_pred": 457, + "n_ref": 385 + }, + "12": { + "Dice": 0.5203602192638997, + "FN": 1957, + "FP": 493, + "IoU": 0.3516803387139455, + "TN": 1573309, + "TP": 1329, + "n_pred": 1822, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6530416987801313, + "FN": 5025, + "FP": 8030, + "IoU": 0.484826960262026, + "TN": 1551747, + "TP": 12286, + "n_pred": 20316, + "n_ref": 17311 + }, + "14": { + "Dice": 0.774048678776214, + "FN": 3070, + "FP": 2565, + "IoU": 0.6313861450905999, + "TN": 1561801, + "TP": 9652, + "n_pred": 12217, + "n_ref": 12722 + }, + "15": { + "Dice": 0.885945061449013, + "FN": 2917, + "FP": 3635, + "IoU": 0.7952436013625426, + "TN": 1545089, + "TP": 25447, + "n_pred": 29082, + "n_ref": 28364 + }, + "2": { + "Dice": 0.9189526184538653, + "FN": 217, + "FP": 43, + "IoU": 0.8500576701268743, + "TN": 1575354, + "TP": 1474, + "n_pred": 1517, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9774770926941497, + "FN": 1933, + "FP": 2022, + "IoU": 0.9559464005257471, + "TN": 1487311, + "TP": 85822, + "n_pred": 87844, + "n_ref": 87755 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 11, + "IoU": 0.0, + "TN": 1575002, + "TP": 0, + "n_pred": 11, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9034807521322489, + "FN": 652, + "FP": 2279, + "IoU": 0.8239533905940297, + "TN": 1560439, + "TP": 13718, + "n_pred": 15997, + "n_ref": 14370 + }, + "7": { + "Dice": 0.8149982484326492, + "FN": 38623, + "FP": 7322, + "IoU": 0.6877612183734633, + "TN": 1429941, + "TP": 101202, + "n_pred": 108524, + "n_ref": 139825 + }, + "8": { + "Dice": 0.9188149288187765, + "FN": 162, + "FP": 2370, + "IoU": 0.8498220640569395, + "TN": 1560228, + "TP": 14328, + "n_pred": 16698, + "n_ref": 14490 + }, + "9": { + "Dice": 0.920169881946444, + "FN": 2026, + "FP": 2410, + "IoU": 0.8521431904539697, + "TN": 1547086, + "TP": 25566, + "n_pred": 27976, + "n_ref": 27592 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.703734779680671, + "FN": 2142.7311111111107, + "FP": 2153.1755555555555, + "IoU": 0.6185282798195592, + "TN": 1164543.051111111, + "TP": 16897.57555555555, + "n_pred": 19050.751111111113, + "n_ref": 19040.306666666664 + }, + "mean": { + "1": { + "Dice": 0.819170456719134, + "FN": 943.5333333333333, + "FP": 1075.2666666666667, + "IoU": 0.7765103393797972, + "TN": 1161395.0666666667, + "TP": 22322.666666666668, + "n_pred": 23397.933333333334, + "n_ref": 23266.2 + }, + "10": { + "Dice": 0.6804281924183283, + "FN": 3049.266666666667, + "FP": 2098.0333333333333, + "IoU": 0.5804502275492621, + "TN": 1167185.4666666666, + "TP": 13403.766666666666, + "n_pred": 15501.8, + "n_ref": 16453.033333333333 + }, + "11": { + "Dice": 0.7128194996325767, + "FN": 185.1, + "FP": 230.73333333333332, + "IoU": 0.592462190531632, + "TN": 1184797.5333333334, + "TP": 523.1666666666666, + "n_pred": 753.9, + "n_ref": 708.2666666666667 + }, + "12": { + "Dice": 0.5834932644399657, + "FN": 526.1, + "FP": 274.1333333333333, + "IoU": 0.4775104325290328, + "TN": 1183909.8333333333, + "TP": 1026.4666666666667, + "n_pred": 1300.6, + "n_ref": 1552.5666666666666 + }, + "13": { + "Dice": 0.592367047765581, + "FN": 2837.4666666666667, + "FP": 2865.4666666666667, + "IoU": 0.4735133428245565, + "TN": 1172428.7, + "TP": 7604.9, + "n_pred": 10470.366666666667, + "n_ref": 10442.366666666667 + }, + "14": { + "Dice": 0.668474877029575, + "FN": 3062.6, + "FP": 3977.2, + "IoU": 0.5881930993825053, + "TN": 1160300.4333333333, + "TP": 18396.3, + "n_pred": 22373.5, + "n_ref": 21458.9 + }, + "15": { + "Dice": 0.565986670079999, + "FN": 1325.2666666666667, + "FP": 2790.0666666666666, + "IoU": 0.45098027775892985, + "TN": 1177075.9, + "TP": 4545.3, + "n_pred": 7335.366666666667, + "n_ref": 5870.566666666667 + }, + "2": { + "Dice": 0.7002416349582213, + "FN": 3795.8333333333335, + "FP": 1145.0333333333333, + "IoU": 0.6461615490528602, + "TN": 1158252.8333333333, + "TP": 22542.833333333332, + "n_pred": 23687.866666666665, + "n_ref": 26338.666666666668 + }, + "3": { + "Dice": 0.792244193843405, + "FN": 1353.5333333333333, + "FP": 2610.233333333333, + "IoU": 0.7500095900321736, + "TN": 1159490.3, + "TP": 22282.466666666667, + "n_pred": 24892.7, + "n_ref": 23636.0 + }, + "4": { + "Dice": 0.5813328838482694, + "FN": 1181.8, + "FP": 1465.2, + "IoU": 0.49108016835271956, + "TN": 1177258.3, + "TP": 5831.233333333334, + "n_pred": 7296.433333333333, + "n_ref": 7013.033333333334 + }, + "5": { + "Dice": 0.6278860114593026, + "FN": 766.0666666666667, + "FP": 937.3333333333334, + "IoU": 0.5122988977326052, + "TN": 1181605.3333333333, + "TP": 2427.8, + "n_pred": 3365.133333333333, + "n_ref": 3193.866666666667 + }, + "6": { + "Dice": 0.8706220566405295, + "FN": 6374.433333333333, + "FP": 5293.533333333334, + "IoU": 0.8213445985669134, + "TN": 1099238.5333333334, + "TP": 74830.03333333334, + "n_pred": 80123.56666666667, + "n_ref": 81204.46666666666 + }, + "7": { + "Dice": 0.6962068221272119, + "FN": 4204.6, + "FP": 5026.0, + "IoU": 0.60321177150569, + "TN": 1149010.9666666666, + "TP": 27494.966666666667, + "n_pred": 32520.966666666667, + "n_ref": 31699.566666666666 + }, + "8": { + "Dice": 0.9090259911735331, + "FN": 932.7666666666667, + "FP": 1453.0333333333333, + "IoU": 0.8500765492969033, + "TN": 1163382.1666666667, + "TP": 19968.566666666666, + "n_pred": 21421.6, + "n_ref": 20901.333333333332 + }, + "9": { + "Dice": 0.7557220930744333, + "FN": 1602.6, + "FP": 1056.3666666666666, + "IoU": 0.6641211627978071, + "TN": 1172814.4, + "TP": 10263.166666666666, + "n_pred": 11319.533333333333, + "n_ref": 11865.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9566488066244521, + "FN": 878, + "FP": 101, + "IoU": 0.9169000933706816, + "TN": 1390075, + "TP": 10802, + "n_pred": 10903, + "n_ref": 11680 + }, + "10": { + "Dice": 0.8227936066712995, + "FN": 2098, + "FP": 1727, + "IoU": 0.6989374262101535, + "TN": 1389151, + "TP": 8880, + "n_pred": 10607, + "n_ref": 10978 + }, + "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": 291, + "IoU": 0.0, + "TN": 1401565, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "13": { + "Dice": 0.9023412782113478, + "FN": 331, + "FP": 132, + "IoU": 0.8220599538816296, + "TN": 1399254, + "TP": 2139, + "n_pred": 2271, + "n_ref": 2470 + }, + "14": { + "Dice": 0.8904975659100968, + "FN": 692, + "FP": 2772, + "IoU": 0.8026098353182518, + "TN": 1384307, + "TP": 14085, + "n_pred": 16857, + "n_ref": 14777 + }, + "15": { + "Dice": 0.1071932299012694, + "FN": 139, + "FP": 4925, + "IoU": 0.05663189269746647, + "TN": 1396488, + "TP": 304, + "n_pred": 5229, + "n_ref": 443 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.942685530035449, + "FN": 1867, + "FP": 7074, + "IoU": 0.8915848187219595, + "TN": 1319386, + "TP": 73529, + "n_pred": 80603, + "n_ref": 75396 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8160157209530828, + "FN": 1518, + "FP": 729, + "IoU": 0.6892116182572614, + "TN": 1394626, + "TP": 4983, + "n_pred": 5712, + "n_ref": 6501 + }, + "6": { + "Dice": 0.951233666179737, + "FN": 1430, + "FP": 1007, + "IoU": 0.9070024804426636, + "TN": 1375651, + "TP": 23768, + "n_pred": 24775, + "n_ref": 25198 + }, + "7": { + "Dice": 0.9274161012286815, + "FN": 2155, + "FP": 1803, + "IoU": 0.8646559978115169, + "TN": 1372612, + "TP": 25286, + "n_pred": 27089, + "n_ref": 27441 + }, + "8": { + "Dice": 0.9286824992931864, + "FN": 471, + "FP": 1547, + "IoU": 0.8668601966088276, + "TN": 1386699, + "TP": 13139, + "n_pred": 14686, + "n_ref": 13610 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1401824, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657355140637816, + "FN": 877, + "FP": 2674, + "IoU": 0.9337413468176814, + "TN": 997799, + "TP": 50042, + "n_pred": 52716, + "n_ref": 50919 + }, + "10": { + "Dice": 0.722088177231849, + "FN": 2649, + "FP": 3686, + "IoU": 0.5650532097493992, + "TN": 1036827, + "TP": 8230, + "n_pred": 11916, + "n_ref": 10879 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7662256947527302, + "FN": 1825, + "FP": 808, + "IoU": 0.621042026482441, + "TN": 1044444, + "TP": 4315, + "n_pred": 5123, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1632, + "IoU": 0.0, + "TN": 1049760, + "TP": 0, + "n_pred": 1632, + "n_ref": 0 + }, + "14": { + "Dice": 0.7565569861707201, + "FN": 28, + "FP": 2014, + "IoU": 0.6084372003835091, + "TN": 1046177, + "TP": 3173, + "n_pred": 5187, + "n_ref": 3201 + }, + "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": 0.959549345978804, + "FN": 473, + "FP": 798, + "IoU": 0.9222439740609324, + "TN": 1035046, + "TP": 15075, + "n_pred": 15873, + "n_ref": 15548 + }, + "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": 137, + "IoU": 0.0, + "TN": 1051255, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1051348, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": 0.781036648642744, + "FN": 11718, + "FP": 309, + "IoU": 0.6407384174209159, + "TN": 1017915, + "TP": 21450, + "n_pred": 21759, + "n_ref": 33168 + }, + "8": { + "Dice": 0.9403271903025525, + "FN": 3519, + "FP": 3747, + "IoU": 0.8873750290630086, + "TN": 986877, + "TP": 57249, + "n_pred": 60996, + "n_ref": 60768 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712919876929336, + "FN": 1689, + "FP": 569, + "IoU": 0.9441862764484873, + "TN": 1010936, + "TP": 38198, + "n_pred": 38767, + "n_ref": 39887 + }, + "10": { + "Dice": 0.7877788314847648, + "FN": 15851, + "FP": 4737, + "IoU": 0.6498639455782312, + "TN": 992592, + "TP": 38212, + "n_pred": 42949, + "n_ref": 54063 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7404685346807534, + "FN": 2033, + "FP": 792, + "IoU": 0.587892049598833, + "TN": 1044537, + "TP": 4030, + "n_pred": 4822, + "n_ref": 6063 + }, + "13": { + "Dice": 0.6227132765803296, + "FN": 99, + "FP": 1984, + "IoU": 0.4521304576538664, + "TN": 1047590, + "TP": 1719, + "n_pred": 3703, + "n_ref": 1818 + }, + "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": 0.9726419529729633, + "FN": 2193, + "FP": 2404, + "IoU": 0.9467409690200894, + "TN": 965078, + "TP": 81717, + "n_pred": 84121, + "n_ref": 83910 + }, + "3": { + "Dice": 0.9575303066956966, + "FN": 2354, + "FP": 806, + "IoU": 0.9185210014697162, + "TN": 1012609, + "TP": 35623, + "n_pred": 36429, + "n_ref": 37977 + }, + "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": 0.9776052762953432, + "FN": 2697, + "FP": 488, + "IoU": 0.9561916289561642, + "TN": 978689, + "TP": 69518, + "n_pred": 70006, + "n_ref": 72215 + }, + "7": { + "Dice": 0.9331427770023442, + "FN": 5061, + "FP": 4950, + "IoU": 0.8746650975286075, + "TN": 971518, + "TP": 69863, + "n_pred": 74813, + "n_ref": 74924 + }, + "8": { + "Dice": 0.9255225100498741, + "FN": 3787, + "FP": 678, + "IoU": 0.8613698460009935, + "TN": 1019184, + "TP": 27743, + "n_pred": 28421, + "n_ref": 31530 + }, + "9": { + "Dice": 0.9116534891715367, + "FN": 1610, + "FP": 1474, + "IoU": 0.8376500315855969, + "TN": 1032396, + "TP": 15912, + "n_pred": 17386, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630731065813856, + "FN": 3902, + "FP": 1040, + "IoU": 0.9287762837419113, + "TN": 1157237, + "TP": 64445, + "n_pred": 65485, + "n_ref": 68347 + }, + "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": 0.889573536565591, + "FN": 348, + "FP": 333, + "IoU": 0.8011098130841121, + "TN": 1223200, + "TP": 2743, + "n_pred": 3076, + "n_ref": 3091 + }, + "14": { + "Dice": 0.908083106967183, + "FN": 956, + "FP": 1548, + "IoU": 0.8316412290728166, + "TN": 1211751, + "TP": 12369, + "n_pred": 13917, + "n_ref": 13325 + }, + "15": { + "Dice": 0.7532718300793821, + "FN": 4803, + "FP": 6697, + "IoU": 0.6041989330579934, + "TN": 1197569, + "TP": 17555, + "n_pred": 24252, + "n_ref": 22358 + }, + "2": { + "Dice": 0.759092982631819, + "FN": 42728, + "FP": 576, + "IoU": 0.6117243048893113, + "TN": 1115095, + "TP": 68225, + "n_pred": 68801, + "n_ref": 110953 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32105, + "IoU": 0.0, + "TN": 1194519, + "TP": 0, + "n_pred": 32105, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7622879018914447, + "FN": 3888, + "FP": 3439, + "IoU": 0.6158846657929227, + "TN": 1207549, + "TP": 11748, + "n_pred": 15187, + "n_ref": 15636 + }, + "6": { + "Dice": 0.992450463425399, + "FN": 1426, + "FP": 849, + "IoU": 0.9850140637248122, + "TN": 1074815, + "TP": 149534, + "n_pred": 150383, + "n_ref": 150960 + }, + "7": { + "Dice": 0.8342746007405468, + "FN": 2152, + "FP": 2279, + "IoU": 0.7156699178644764, + "TN": 1211040, + "TP": 11153, + "n_pred": 13432, + "n_ref": 13305 + }, + "8": { + "Dice": 0.9072602330445175, + "FN": 1555, + "FP": 4653, + "IoU": 0.8302619347077158, + "TN": 1190050, + "TP": 30366, + "n_pred": 35019, + "n_ref": 31921 + }, + "9": { + "Dice": 0.5762839879154078, + "FN": 820, + "FP": 302, + "IoU": 0.40477453580901857, + "TN": 1224739, + "TP": 763, + "n_pred": 1065, + "n_ref": 1583 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13549660162245122, + "FN": 3878, + "FP": 65, + "IoU": 0.0726716839134525, + "TN": 1397604, + "TP": 309, + "n_pred": 374, + "n_ref": 4187 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3317, + "IoU": 0.0, + "TN": 1398539, + "TP": 0, + "n_pred": 3317, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4113, + "FP": 0, + "IoU": 0.0, + "TN": 1397743, + "TP": 0, + "n_pred": 0, + "n_ref": 4113 + }, + "13": { + "Dice": 0.7166521360069747, + "FN": 2951, + "FP": 8749, + "IoU": 0.5584239130434783, + "TN": 1375360, + "TP": 14796, + "n_pred": 23545, + "n_ref": 17747 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 1401524, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8296239292006724, + "FN": 7078, + "FP": 1335, + "IoU": 0.7088524363233666, + "TN": 1372960, + "TP": 20483, + "n_pred": 21818, + "n_ref": 27561 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3782, + "IoU": 0.0, + "TN": 1398074, + "TP": 0, + "n_pred": 3782, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1721, + "IoU": 0.0, + "TN": 1400135, + "TP": 0, + "n_pred": 1721, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9457148183874131, + "FN": 641, + "FP": 6056, + "IoU": 0.8970199286505105, + "TN": 1336824, + "TP": 58335, + "n_pred": 64391, + "n_ref": 58976 + }, + "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": 0.7873108101775924, + "FN": 1343, + "FP": 3196, + "IoU": 0.6492272024729521, + "TN": 1388916, + "TP": 8401, + "n_pred": 11597, + "n_ref": 9744 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.5353609539033136, + "FN": 9332, + "FP": 1423, + "IoU": 0.36552415786679254, + "TN": 1384905, + "TP": 6196, + "n_pred": 7619, + "n_ref": 15528 + }, + "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": 0.6273490131190167, + "FN": 8627, + "FP": 832, + "IoU": 0.4570346133976236, + "TN": 1384435, + "TP": 7962, + "n_pred": 8794, + "n_ref": 16589 + }, + "14": { + "Dice": 0.8468782186473098, + "FN": 3161, + "FP": 3083, + "IoU": 0.7344221853600442, + "TN": 1378345, + "TP": 17267, + "n_pred": 20350, + "n_ref": 20428 + }, + "15": { + "Dice": 0.7670305345168081, + "FN": 1653, + "FP": 9082, + "IoU": 0.6221001865737318, + "TN": 1373449, + "TP": 17672, + "n_pred": 26754, + "n_ref": 19325 + }, + "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": 0.7438238176285523, + "FN": 4045, + "FP": 922, + "IoU": 0.592133355230744, + "TN": 1389678, + "TP": 7211, + "n_pred": 8133, + "n_ref": 11256 + }, + "5": { + "Dice": 0.7543268406922945, + "FN": 1974, + "FP": 2327, + "IoU": 0.6055575935436537, + "TN": 1390952, + "TP": 6603, + "n_pred": 8930, + "n_ref": 8577 + }, + "6": { + "Dice": 0.9474427616399456, + "FN": 2452, + "FP": 11762, + "IoU": 0.9001341942373763, + "TN": 1259525, + "TP": 128117, + "n_pred": 139879, + "n_ref": 130569 + }, + "7": { + "Dice": 0.45905748663101603, + "FN": 5505, + "FP": 969, + "IoU": 0.2979069515236959, + "TN": 1392635, + "TP": 2747, + "n_pred": 3716, + "n_ref": 8252 + }, + "8": { + "Dice": 0.9185331644474651, + "FN": 676, + "FP": 4598, + "IoU": 0.8493401131234646, + "TN": 1366850, + "TP": 29732, + "n_pred": 34330, + "n_ref": 30408 + }, + "9": { + "Dice": 0.6105769230769231, + "FN": 38, + "FP": 124, + "IoU": 0.43944636678200694, + "TN": 1401567, + "TP": 127, + "n_pred": 251, + "n_ref": 165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699376240874201, + "FN": 3257, + "FP": 589, + "IoU": 0.9416299893762331, + "TN": 810270, + "TP": 62044, + "n_pred": 62633, + "n_ref": 65301 + }, + "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": 0.15606936416184972, + "FN": 3114, + "FP": 98, + "IoU": 0.08463949843260188, + "TN": 872651, + "TP": 297, + "n_pred": 395, + "n_ref": 3411 + }, + "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": 0.6888217522658611, + "FN": 92, + "FP": 11, + "IoU": 0.5253456221198156, + "TN": 875943, + "TP": 114, + "n_pred": 125, + "n_ref": 206 + }, + "4": { + "Dice": 0.5027001230753774, + "FN": 6302, + "FP": 13497, + "IoU": 0.335737770918607, + "TN": 846354, + "TP": 10007, + "n_pred": 23504, + "n_ref": 16309 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8602706908049099, + "FN": 41460, + "FP": 3800, + "IoU": 0.7548026394201077, + "TN": 691574, + "TP": 139326, + "n_pred": 143126, + "n_ref": 180786 + }, + "7": { + "Dice": 0.3428170003512469, + "FN": 266, + "FP": 10960, + "IoU": 0.20686731665960154, + "TN": 862006, + "TP": 2928, + "n_pred": 13888, + "n_ref": 3194 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968329188758035, + "FN": 397, + "FP": 278, + "IoU": 0.93860287429507, + "TN": 865166, + "TP": 10319, + "n_pred": 10597, + "n_ref": 10716 + }, + "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": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "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": 1941, + "IoU": 0.0, + "TN": 874219, + "TP": 0, + "n_pred": 1941, + "n_ref": 0 + }, + "3": { + "Dice": 0.9632308266658859, + "FN": 2775, + "FP": 2248, + "IoU": 0.9290697017623136, + "TN": 805344, + "TP": 65793, + "n_pred": 68041, + "n_ref": 68568 + }, + "4": { + "Dice": 0.9471247105938302, + "FN": 5021, + "FP": 1739, + "IoU": 0.899560204445501, + "TN": 808856, + "TP": 60544, + "n_pred": 62283, + "n_ref": 65565 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9794351047945584, + "FN": 3417, + "FP": 2533, + "IoU": 0.9596989955228632, + "TN": 728521, + "TP": 141689, + "n_pred": 144222, + "n_ref": 145106 + }, + "7": { + "Dice": 0.6902754356379989, + "FN": 309, + "FP": 242, + "IoU": 0.527038626609442, + "TN": 874995, + "TP": 614, + "n_pred": 856, + "n_ref": 923 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968544630893894, + "FN": 302, + "FP": 191, + "IoU": 0.9390077941358407, + "TN": 1043309, + "TP": 7590, + "n_pred": 7781, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8657767948819208, + "FN": 2195, + "FP": 6302, + "IoU": 0.7633213559510877, + "TN": 1015491, + "TP": 27404, + "n_pred": 33706, + "n_ref": 29599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.030303030303030304, + "FN": 128, + "FP": 0, + "IoU": 0.015384615384615385, + "TN": 1051262, + "TP": 2, + "n_pred": 2, + "n_ref": 130 + }, + "13": { + "Dice": 0.5360501567398119, + "FN": 181, + "FP": 1891, + "IoU": 0.36616702355460384, + "TN": 1048123, + "TP": 1197, + "n_pred": 3088, + "n_ref": 1378 + }, + "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": 0.9838452247433354, + "FN": 1174, + "FP": 324, + "IoU": 0.968204105024091, + "TN": 1004279, + "TP": 45615, + "n_pred": 45939, + "n_ref": 46789 + }, + "3": { + "Dice": 0.9770257878936328, + "FN": 2392, + "FP": 1266, + "IoU": 0.9550834970530452, + "TN": 969952, + "TP": 77782, + "n_pred": 79048, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8190812720848056, + "FN": 284, + "FP": 2276, + "IoU": 0.6935966487133453, + "TN": 1043037, + "TP": 5795, + "n_pred": 8071, + "n_ref": 6079 + }, + "6": { + "Dice": 0.9729382644448357, + "FN": 1475, + "FP": 1138, + "IoU": 0.9473026116769184, + "TN": 1001807, + "TP": 46972, + "n_pred": 48110, + "n_ref": 48447 + }, + "7": { + "Dice": 0.9234969125771856, + "FN": 4521, + "FP": 1364, + "IoU": 0.8578674073179567, + "TN": 1009987, + "TP": 35520, + "n_pred": 36884, + "n_ref": 40041 + }, + "8": { + "Dice": 0.9774084106987876, + "FN": 404, + "FP": 455, + "IoU": 0.9558150300910447, + "TN": 1031951, + "TP": 18582, + "n_pred": 19037, + "n_ref": 18986 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8829970838540737, + "FN": 1146, + "FP": 2786, + "IoU": 0.7905056209707496, + "TN": 857391, + "TP": 14837, + "n_pred": 17623, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.623688155922039, + "FN": 240, + "FP": 11, + "IoU": 0.4531590413943355, + "TN": 875701, + "TP": 208, + "n_pred": 219, + "n_ref": 448 + }, + "13": { + "Dice": 0.782599929431927, + "FN": 4855, + "FP": 3771, + "IoU": 0.6428453130175554, + "TN": 852008, + "TP": 15526, + "n_pred": 19297, + "n_ref": 20381 + }, + "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": 0.012430939226519336, + "FN": 4, + "FP": 1426, + "IoU": 0.006254343293954135, + "TN": 874721, + "TP": 9, + "n_pred": 1435, + "n_ref": 13 + }, + "5": { + "Dice": 0.8629143927669626, + "FN": 489, + "FP": 1194, + "IoU": 0.7588825214899714, + "TN": 869180, + "TP": 5297, + "n_pred": 6491, + "n_ref": 5786 + }, + "6": { + "Dice": 0.9482036170960504, + "FN": 498, + "FP": 3334, + "IoU": 0.9015087259362069, + "TN": 837253, + "TP": 35075, + "n_pred": 38409, + "n_ref": 35573 + }, + "7": { + "Dice": 0.9141093247588424, + "FN": 1056, + "FP": 2283, + "IoU": 0.8418060359122566, + "TN": 855053, + "TP": 17768, + "n_pred": 20051, + "n_ref": 18824 + }, + "8": { + "Dice": 0.9717056079525779, + "FN": 809, + "FP": 580, + "IoU": 0.9449683042789223, + "TN": 850920, + "TP": 23851, + "n_pred": 24431, + "n_ref": 24660 + }, + "9": { + "Dice": 0.8746746002231313, + "FN": 2826, + "FP": 2566, + "IoU": 0.7772637144745539, + "TN": 851952, + "TP": 18816, + "n_pred": 21382, + "n_ref": 21642 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8991188769414575, + "FN": 4550, + "FP": 6258, + "IoU": 0.8167265821067625, + "TN": 1518116, + "TP": 48164, + "n_pred": 54422, + "n_ref": 52714 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 3558, + "IoU": 0.0, + "TN": 1573525, + "TP": 0, + "n_pred": 3558, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8794326241134752, + "FN": 9, + "FP": 59, + "IoU": 0.7848101265822784, + "TN": 1576772, + "TP": 248, + "n_pred": 307, + "n_ref": 257 + }, + "13": { + "Dice": 0.4395222368453726, + "FN": 20226, + "FP": 2345, + "IoU": 0.2816587632475096, + "TN": 1545667, + "TP": 8850, + "n_pred": 11195, + "n_ref": 29076 + }, + "14": { + "Dice": 0.023611764091312753, + "FN": 6161, + "FP": 31221, + "IoU": 0.01194692604535603, + "TN": 1539254, + "TP": 452, + "n_pred": 31673, + "n_ref": 6613 + }, + "15": { + "Dice": 0.5679547319043312, + "FN": 3431, + "FP": 17108, + "IoU": 0.3966038955315961, + "TN": 1543049, + "TP": 13500, + "n_pred": 30608, + "n_ref": 16931 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9629640156898414, + "FN": 742, + "FP": 1864, + "IoU": 0.9285733863231465, + "TN": 1540603, + "TP": 33879, + "n_pred": 35743, + "n_ref": 34621 + }, + "4": { + "Dice": 0.7907754339381423, + "FN": 2850, + "FP": 1405, + "IoU": 0.6539525048796356, + "TN": 1564792, + "TP": 8041, + "n_pred": 9446, + "n_ref": 10891 + }, + "5": { + "Dice": 0.5272500778573653, + "FN": 2528, + "FP": 6580, + "IoU": 0.35800380630154366, + "TN": 1562901, + "TP": 5079, + "n_pred": 11659, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8472902197426847, + "FN": 4819, + "FP": 27371, + "IoU": 0.7350421018840901, + "TN": 1455597, + "TP": 89301, + "n_pred": 116672, + "n_ref": 94120 + }, + "7": { + "Dice": 0.8189393842493701, + "FN": 12255, + "FP": 44367, + "IoU": 0.6933931868762624, + "TN": 1392415, + "TP": 128051, + "n_pred": 172418, + "n_ref": 140306 + }, + "8": { + "Dice": 0.9585227406552512, + "FN": 170, + "FP": 1591, + "IoU": 0.9203491790673481, + "TN": 1554979, + "TP": 20348, + "n_pred": 21939, + "n_ref": 20518 + }, + "9": { + "Dice": 0.754537838592572, + "FN": 606, + "FP": 273, + "IoU": 0.6058295964125561, + "TN": 1574858, + "TP": 1351, + "n_pred": 1624, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 875939, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "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": 7428, + "IoU": 0.0, + "TN": 868732, + "TP": 0, + "n_pred": 7428, + "n_ref": 0 + }, + "3": { + "Dice": 0.886501876536819, + "FN": 10479, + "FP": 922, + "IoU": 0.796141329614133, + "TN": 820234, + "TP": 44525, + "n_pred": 45447, + "n_ref": 55004 + }, + "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": 0.9293505795258331, + "FN": 1893, + "FP": 4940, + "IoU": 0.8680251086431675, + "TN": 824385, + "TP": 44942, + "n_pred": 49882, + "n_ref": 46835 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 591, + "IoU": 0.0, + "TN": 875569, + "TP": 0, + "n_pred": 591, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8028789659224442, + "FN": 2842, + "FP": 2526, + "IoU": 0.6706748466257668, + "TN": 1210324, + "TP": 10932, + "n_pred": 13458, + "n_ref": 13774 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7572186210960519, + "FN": 740, + "FP": 84, + "IoU": 0.6092935040303461, + "TN": 1224515, + "TP": 1285, + "n_pred": 1369, + "n_ref": 2025 + }, + "13": { + "Dice": 0.3962355546328974, + "FN": 6514, + "FP": 10936, + "IoU": 0.24706593027269588, + "TN": 1203448, + "TP": 5726, + "n_pred": 16662, + "n_ref": 12240 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1226580, + "TP": 0, + "n_pred": 44, + "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": 0.9812254650964328, + "FN": 200, + "FP": 240, + "IoU": 0.9631429050092143, + "TN": 1214686, + "TP": 11498, + "n_pred": 11738, + "n_ref": 11698 + }, + "4": { + "Dice": 0.7791319656036292, + "FN": 213, + "FP": 6311, + "IoU": 0.6381786922522322, + "TN": 1208593, + "TP": 11507, + "n_pred": 17818, + "n_ref": 11720 + }, + "5": { + "Dice": 0.8076863950807072, + "FN": 1209, + "FP": 42, + "IoU": 0.6774110366168128, + "TN": 1222746, + "TP": 2627, + "n_pred": 2669, + "n_ref": 3836 + }, + "6": { + "Dice": 0.9811333455496012, + "FN": 2629, + "FP": 2416, + "IoU": 0.9629654099130843, + "TN": 1090400, + "TP": 131179, + "n_pred": 133595, + "n_ref": 133808 + }, + "7": { + "Dice": 0.554271701814615, + "FN": 16644, + "FP": 6077, + "IoU": 0.3833858011289622, + "TN": 1189776, + "TP": 14127, + "n_pred": 20204, + "n_ref": 30771 + }, + "8": { + "Dice": 0.9708330495197874, + "FN": 674, + "FP": 1467, + "IoU": 0.9433193021470363, + "TN": 1188851, + "TP": 35632, + "n_pred": 37099, + "n_ref": 36306 + }, + "9": { + "Dice": 0.9263874245183552, + "FN": 1439, + "FP": 97, + "IoU": 0.8628693866619052, + "TN": 1215423, + "TP": 9665, + "n_pred": 9762, + "n_ref": 11104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 1226401, + "TP": 0, + "n_pred": 223, + "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": 0.9492529252925292, + "FN": 10063, + "FP": 1213, + "IoU": 0.903407630762905, + "TN": 1109886, + "TP": 105462, + "n_pred": 106675, + "n_ref": 115525 + }, + "15": { + "Dice": 0.07394366197183098, + "FN": 0, + "FP": 526, + "IoU": 0.038391224862888484, + "TN": 1226077, + "TP": 21, + "n_pred": 547, + "n_ref": 21 + }, + "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": 43, + "IoU": 0.0, + "TN": 1226581, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "5": { + "Dice": 0.6139589246952747, + "FN": 2214, + "FP": 2410, + "IoU": 0.4429586796771473, + "TN": 1218323, + "TP": 3677, + "n_pred": 6087, + "n_ref": 5891 + }, + "6": { + "Dice": 0.9750603378921963, + "FN": 8, + "FP": 23, + "IoU": 0.9513343799058085, + "TN": 1225987, + "TP": 606, + "n_pred": 629, + "n_ref": 614 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1226587, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "8": { + "Dice": 0.9668548981095016, + "FN": 1087, + "FP": 1073, + "IoU": 0.9358365019011406, + "TN": 1192960, + "TP": 31504, + "n_pred": 32577, + "n_ref": 32591 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0193.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": 0.6666666666666666, + "FN": 4, + "FP": 0, + "IoU": 0.5, + "TN": 1226616, + "TP": 4, + "n_pred": 4, + "n_ref": 8 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.973447426671394, + "FN": 1542, + "FP": 1229, + "IoU": 0.9482684588817325, + "TN": 1173059, + "TP": 50794, + "n_pred": 52023, + "n_ref": 52336 + }, + "15": { + "Dice": 0.7700186219739292, + "FN": 396, + "FP": 98, + "IoU": 0.6260408781226343, + "TN": 1225303, + "TP": 827, + "n_pred": 925, + "n_ref": 1223 + }, + "2": { + "Dice": 0.9765807571609801, + "FN": 2228, + "FP": 578, + "IoU": 0.954233334964362, + "TN": 1165313, + "TP": 58505, + "n_pred": 59083, + "n_ref": 60733 + }, + "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": 0.8752144082332761, + "FN": 966, + "FP": 198, + "IoU": 0.7781166603126192, + "TN": 1221378, + "TP": 4082, + "n_pred": 4280, + "n_ref": 5048 + }, + "6": { + "Dice": 0.968216644649934, + "FN": 1172, + "FP": 1234, + "IoU": 0.938391416792564, + "TN": 1187571, + "TP": 36647, + "n_pred": 37881, + "n_ref": 37819 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9648869648869649, + "FN": 241, + "FP": 124, + "IoU": 0.9321561338289963, + "TN": 1221244, + "TP": 5015, + "n_pred": 5139, + "n_ref": 5256 + }, + "9": { + "Dice": 0.9148061104582844, + "FN": 2579, + "FP": 901, + "IoU": 0.8429886302111532, + "TN": 1204460, + "TP": 18684, + "n_pred": 19585, + "n_ref": 21263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943235808952238, + "FN": 159, + "FP": 68, + "IoU": 0.8925698059630857, + "TN": 1574975, + "TP": 1886, + "n_pred": 1954, + "n_ref": 2045 + }, + "10": { + "Dice": 0.9257995374809634, + "FN": 1949, + "FP": 3313, + "IoU": 0.861849877917509, + "TN": 1538999, + "TP": 32827, + "n_pred": 36140, + "n_ref": 34776 + }, + "11": { + "Dice": 0.7685964610891599, + "FN": 914, + "FP": 433, + "IoU": 0.6241629464285714, + "TN": 1573504, + "TP": 2237, + "n_pred": 2670, + "n_ref": 3151 + }, + "12": { + "Dice": 0.7937569676700111, + "FN": 286, + "FP": 269, + "IoU": 0.6580406654343808, + "TN": 1575465, + "TP": 1068, + "n_pred": 1337, + "n_ref": 1354 + }, + "13": { + "Dice": 0.7548260703363915, + "FN": 900, + "FP": 9362, + "IoU": 0.6062013124064622, + "TN": 1551029, + "TP": 15797, + "n_pred": 25159, + "n_ref": 16697 + }, + "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": 0.7979393732970027, + "FN": 182, + "FP": 4564, + "IoU": 0.6638095912729334, + "TN": 1562971, + "TP": 9371, + "n_pred": 13935, + "n_ref": 9553 + }, + "3": { + "Dice": 0.9129060010502676, + "FN": 5508, + "FP": 2287, + "IoU": 0.8397673080085513, + "TN": 1528440, + "TP": 40853, + "n_pred": 43140, + "n_ref": 46361 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7112515358960857, + "FN": 2733, + "FP": 557, + "IoU": 0.5518932171070553, + "TN": 1569746, + "TP": 4052, + "n_pred": 4609, + "n_ref": 6785 + }, + "6": { + "Dice": 0.9531884766448089, + "FN": 3541, + "FP": 2013, + "IoU": 0.9105636070853462, + "TN": 1514988, + "TP": 56546, + "n_pred": 58559, + "n_ref": 60087 + }, + "7": { + "Dice": 0.43478260869565216, + "FN": 0, + "FP": 13, + "IoU": 0.2777777777777778, + "TN": 1577070, + "TP": 5, + "n_pred": 18, + "n_ref": 5 + }, + "8": { + "Dice": 0.9578021045935272, + "FN": 2683, + "FP": 501, + "IoU": 0.91902133828429, + "TN": 1537769, + "TP": 36135, + "n_pred": 36636, + "n_ref": 38818 + }, + "9": { + "Dice": 0.9160236594211718, + "FN": 4213, + "FP": 2687, + "IoU": 0.8450587204994049, + "TN": 1532555, + "TP": 37633, + "n_pred": 40320, + "n_ref": 41846 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 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": 39, + "IoU": 0.0, + "TN": 1051353, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "14": { + "Dice": 0.9196455810375244, + "FN": 11546, + "FP": 570, + "IoU": 0.8512443369470466, + "TN": 969943, + "TP": 69333, + "n_pred": 69903, + "n_ref": 80879 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9553, + "IoU": 0.0, + "TN": 1041839, + "TP": 0, + "n_pred": 9553, + "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": 0.9521834593803367, + "FN": 211, + "FP": 181, + "IoU": 0.9087310826542492, + "TN": 1047097, + "TP": 3903, + "n_pred": 4084, + "n_ref": 4114 + }, + "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": 0.8927444794952681, + "FN": 0, + "FP": 204, + "IoU": 0.8062678062678063, + "TN": 1050339, + "TP": 849, + "n_pred": 1053, + "n_ref": 849 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9573920225428751, + "FN": 406, + "FP": 471, + "IoU": 0.9182665424044735, + "TN": 1040662, + "TP": 9853, + "n_pred": 10324, + "n_ref": 10259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 936, + "IoU": 0.0, + "TN": 1050456, + "TP": 0, + "n_pred": 936, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968996062992126, + "FN": 986, + "FP": 1408, + "IoU": 0.9398568019093079, + "TN": 1362051, + "TP": 37411, + "n_pred": 38819, + "n_ref": 38397 + }, + "10": { + "Dice": 0.8525014562164261, + "FN": 1712, + "FP": 2846, + "IoU": 0.7429216018048506, + "TN": 1384126, + "TP": 13172, + "n_pred": 16018, + "n_ref": 14884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.727874276261373, + "FN": 789, + "FP": 856, + "IoU": 0.5721716514954487, + "TN": 1398011, + "TP": 2200, + "n_pred": 3056, + "n_ref": 2989 + }, + "13": { + "Dice": 0.5584605731018616, + "FN": 770, + "FP": 1341, + "IoU": 0.3874056877539176, + "TN": 1398410, + "TP": 1335, + "n_pred": 2676, + "n_ref": 2105 + }, + "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": 187, + "IoU": 0.0, + "TN": 1401669, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "3": { + "Dice": 0.9686556401820722, + "FN": 1906, + "FP": 876, + "IoU": 0.9392165002512618, + "TN": 1356087, + "TP": 42987, + "n_pred": 43863, + "n_ref": 44893 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6917817907492102, + "FN": 2489, + "FP": 4048, + "IoU": 0.5287969437035969, + "TN": 1387983, + "TP": 7336, + "n_pred": 11384, + "n_ref": 9825 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2898, + "IoU": 0.0, + "TN": 1398958, + "TP": 0, + "n_pred": 2898, + "n_ref": 0 + }, + "7": { + "Dice": 0.9299869697971567, + "FN": 2152, + "FP": 5048, + "IoU": 0.8691361166142605, + "TN": 1346837, + "TP": 47819, + "n_pred": 52867, + "n_ref": 49971 + }, + "8": { + "Dice": 0.9717949238991282, + "FN": 2099, + "FP": 677, + "IoU": 0.9451372556769897, + "TN": 1351257, + "TP": 47823, + "n_pred": 48500, + "n_ref": 49922 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545115257958288, + "FN": 345, + "FP": 3799, + "IoU": 0.9129813951535005, + "TN": 1003770, + "TP": 43478, + "n_pred": 47277, + "n_ref": 43823 + }, + "10": { + "Dice": 0.9319524570793077, + "FN": 2535, + "FP": 1381, + "IoU": 0.8725758167382532, + "TN": 1020660, + "TP": 26816, + "n_pred": 28197, + "n_ref": 29351 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8184764991896273, + "FN": 265, + "FP": 183, + "IoU": 0.6927297668038409, + "TN": 1049934, + "TP": 1010, + "n_pred": 1193, + "n_ref": 1275 + }, + "13": { + "Dice": 0.49775158939370445, + "FN": 183, + "FP": 3056, + "IoU": 0.3313377374071016, + "TN": 1046548, + "TP": 1605, + "n_pred": 4661, + "n_ref": 1788 + }, + "14": { + "Dice": 0.7850014723685502, + "FN": 2133, + "FP": 17580, + "IoU": 0.646092529757096, + "TN": 995691, + "TP": 35988, + "n_pred": 53568, + "n_ref": 38121 + }, + "15": { + "Dice": 0.588850406287465, + "FN": 8077, + "FP": 4269, + "IoU": 0.4172841836975504, + "TN": 1030205, + "TP": 8841, + "n_pred": 13110, + "n_ref": 16918 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 764, + "IoU": 0.0, + "TN": 1050628, + "TP": 0, + "n_pred": 764, + "n_ref": 0 + }, + "3": { + "Dice": 0.9486540461139811, + "FN": 4837, + "FP": 1385, + "IoU": 0.9023233908948195, + "TN": 987692, + "TP": 57478, + "n_pred": 58863, + "n_ref": 62315 + }, + "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": 604, + "IoU": 0.0, + "TN": 1050788, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "6": { + "Dice": 0.9144401080756529, + "FN": 93, + "FP": 762, + "IoU": 0.8423672566371682, + "TN": 1045968, + "TP": 4569, + "n_pred": 5331, + "n_ref": 4662 + }, + "7": { + "Dice": 0.47604002106371773, + "FN": 4225, + "FP": 27615, + "IoU": 0.31237042156185213, + "TN": 1005088, + "TP": 14464, + "n_pred": 42079, + "n_ref": 18689 + }, + "8": { + "Dice": 0.9470783275201309, + "FN": 923, + "FP": 306, + "IoU": 0.899476525437592, + "TN": 1039166, + "TP": 10997, + "n_pred": 11303, + "n_ref": 11920 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557748297258487, + "FN": 1940, + "FP": 1417, + "IoU": 0.9152957206297941, + "TN": 1011760, + "TP": 36275, + "n_pred": 37692, + "n_ref": 38215 + }, + "10": { + "Dice": 0.8212710095336475, + "FN": 5089, + "FP": 3216, + "IoU": 0.6967428613160008, + "TN": 1024006, + "TP": 19081, + "n_pred": 22297, + "n_ref": 24170 + }, + "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": 0.7198225789418101, + "FN": 9052, + "FP": 1560, + "IoU": 0.5622834515756476, + "TN": 1027148, + "TP": 13632, + "n_pred": 15192, + "n_ref": 22684 + }, + "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": 0.8686868686868687, + "FN": 45, + "FP": 33, + "IoU": 0.7678571428571429, + "TN": 1051056, + "TP": 258, + "n_pred": 291, + "n_ref": 303 + }, + "3": { + "Dice": 0.8099389712292938, + "FN": 20, + "FP": 416, + "IoU": 0.6805860805860806, + "TN": 1050027, + "TP": 929, + "n_pred": 1345, + "n_ref": 949 + }, + "4": { + "Dice": 0.5571428571428572, + "FN": 50, + "FP": 136, + "IoU": 0.38613861386138615, + "TN": 1051089, + "TP": 117, + "n_pred": 253, + "n_ref": 167 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1190, + "IoU": 0.0, + "TN": 1050202, + "TP": 0, + "n_pred": 1190, + "n_ref": 0 + }, + "6": { + "Dice": 0.9261128319354053, + "FN": 2413, + "FP": 3956, + "IoU": 0.8623930515945035, + "TN": 1005108, + "TP": 39915, + "n_pred": 43871, + "n_ref": 42328 + }, + "7": { + "Dice": 0.8368113586531533, + "FN": 1295, + "FP": 9348, + "IoU": 0.719411563101421, + "TN": 1013461, + "TP": 27288, + "n_pred": 36636, + "n_ref": 28583 + }, + "8": { + "Dice": 0.9149637577296368, + "FN": 2499, + "FP": 5807, + "IoU": 0.8432564020305335, + "TN": 998401, + "TP": 44685, + "n_pred": 50492, + "n_ref": 47184 + }, + "9": { + "Dice": 0.8818900454269056, + "FN": 3481, + "FP": 3123, + "IoU": 0.7887328449406571, + "TN": 1020133, + "TP": 24655, + "n_pred": 27778, + "n_ref": 28136 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446046742913973, + "FN": 218, + "FP": 339, + "IoU": 0.8950245005653976, + "TN": 1571782, + "TP": 4749, + "n_pred": 5088, + "n_ref": 4967 + }, + "10": { + "Dice": 0.8528804083616918, + "FN": 1671, + "FP": 3171, + "IoU": 0.7434973777612968, + "TN": 1558211, + "TP": 14035, + "n_pred": 17206, + "n_ref": 15706 + }, + "11": { + "Dice": 0.757858284496537, + "FN": 758, + "FP": 1060, + "IoU": 0.6101222389019945, + "TN": 1572425, + "TP": 2845, + "n_pred": 3905, + "n_ref": 3603 + }, + "12": { + "Dice": 0.8132635253054101, + "FN": 498, + "FP": 144, + "IoU": 0.6852941176470588, + "TN": 1575048, + "TP": 1398, + "n_pred": 1542, + "n_ref": 1896 + }, + "13": { + "Dice": 0.9372311302307391, + "FN": 837, + "FP": 1089, + "IoU": 0.8818767249310028, + "TN": 1560783, + "TP": 14379, + "n_pred": 15468, + "n_ref": 15216 + }, + "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": 0.962970777508176, + "FN": 231, + "FP": 471, + "IoU": 0.9285859613428281, + "TN": 1567258, + "TP": 9128, + "n_pred": 9599, + "n_ref": 9359 + }, + "3": { + "Dice": 0.9575933309169989, + "FN": 167, + "FP": 67, + "IoU": 0.9186369958275382, + "TN": 1574212, + "TP": 2642, + "n_pred": 2709, + "n_ref": 2809 + }, + "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": 0.9674001525239283, + "FN": 5225, + "FP": 9993, + "IoU": 0.9368587017405555, + "TN": 1336073, + "TP": 225797, + "n_pred": 235790, + "n_ref": 231022 + }, + "7": { + "Dice": 0.9752466768053731, + "FN": 3129, + "FP": 1640, + "IoU": 0.9516892063009674, + "TN": 1478373, + "TP": 93946, + "n_pred": 95586, + "n_ref": 97075 + }, + "8": { + "Dice": 0.9695393444244985, + "FN": 791, + "FP": 1364, + "IoU": 0.9408795369125675, + "TN": 1540637, + "TP": 34296, + "n_pred": 35660, + "n_ref": 35087 + }, + "9": { + "Dice": 0.905107075951072, + "FN": 10906, + "FP": 4594, + "IoU": 0.8266626407667103, + "TN": 1487667, + "TP": 73921, + "n_pred": 78515, + "n_ref": 84827 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9598983187585146, + "FN": 1936, + "FP": 3333, + "IoU": 0.9228889214108005, + "TN": 1333526, + "TP": 63061, + "n_pred": 66394, + "n_ref": 64997 + }, + "10": { + "Dice": 0.39622641509433965, + "FN": 64, + "FP": 0, + "IoU": 0.24705882352941178, + "TN": 1401771, + "TP": 21, + "n_pred": 21, + "n_ref": 85 + }, + "11": { + "Dice": 0.7923217550274223, + "FN": 388, + "FP": 748, + "IoU": 0.6560702391765062, + "TN": 1398553, + "TP": 2167, + "n_pred": 2915, + "n_ref": 2555 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1401846, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.7716346153846154, + "FN": 3660, + "FP": 1280, + "IoU": 0.6281800391389433, + "TN": 1388570, + "TP": 8346, + "n_pred": 9626, + "n_ref": 12006 + }, + "14": { + "Dice": 0.9049404590217973, + "FN": 1661, + "FP": 646, + "IoU": 0.8263847080072245, + "TN": 1388568, + "TP": 10981, + "n_pred": 11627, + "n_ref": 12642 + }, + "15": { + "Dice": 0.9104584704456046, + "FN": 1907, + "FP": 1712, + "IoU": 0.8356344808792806, + "TN": 1379838, + "TP": 18399, + "n_pred": 20111, + "n_ref": 20306 + }, + "2": { + "Dice": 0.8963057030708843, + "FN": 2643, + "FP": 6339, + "IoU": 0.8120959812556222, + "TN": 1354055, + "TP": 38819, + "n_pred": 45158, + "n_ref": 41462 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1401791, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "4": { + "Dice": 0.8972801988307397, + "FN": 1968, + "FP": 1669, + "IoU": 0.8136973670730457, + "TN": 1382334, + "TP": 15885, + "n_pred": 17554, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966920867584431, + "FN": 5047, + "FP": 2969, + "IoU": 0.935960118876426, + "TN": 1276684, + "TP": 117156, + "n_pred": 120125, + "n_ref": 122203 + }, + "7": { + "Dice": 0.8993676022478448, + "FN": 6357, + "FP": 6787, + "IoU": 0.8171371332378025, + "TN": 1329977, + "TP": 58735, + "n_pred": 65522, + "n_ref": 65092 + }, + "8": { + "Dice": 0.737012987012987, + "FN": 176, + "FP": 148, + "IoU": 0.583547557840617, + "TN": 1401078, + "TP": 454, + "n_pred": 602, + "n_ref": 630 + }, + "9": { + "Dice": 0.9199316857544706, + "FN": 1065, + "FP": 529, + "IoU": 0.8517347223514091, + "TN": 1391105, + "TP": 9157, + "n_pred": 9686, + "n_ref": 10222 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724729918600675, + "FN": 4489, + "FP": 100, + "IoU": 0.9464208572195822, + "TN": 1316207, + "TP": 81060, + "n_pred": 81160, + "n_ref": 85549 + }, + "10": { + "Dice": 0.6982360751090598, + "FN": 7258, + "FP": 2288, + "IoU": 0.5363768819815444, + "TN": 1381266, + "TP": 11044, + "n_pred": 13332, + "n_ref": 18302 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6125223613595706, + "FN": 393, + "FP": 690, + "IoU": 0.44146467251160393, + "TN": 1399917, + "TP": 856, + "n_pred": 1546, + "n_ref": 1249 + }, + "13": { + "Dice": 0.678611908264403, + "FN": 5980, + "FP": 7347, + "IoU": 0.5135598788188488, + "TN": 1374459, + "TP": 14070, + "n_pred": 21417, + "n_ref": 20050 + }, + "14": { + "Dice": 0.648913333019947, + "FN": 15246, + "FP": 29566, + "IoU": 0.48028993911278633, + "TN": 1315631, + "TP": 41413, + "n_pred": 70979, + "n_ref": 56659 + }, + "15": { + "Dice": 0.4847270479398035, + "FN": 4518, + "FP": 19655, + "IoU": 0.3198942126438399, + "TN": 1366313, + "TP": 11370, + "n_pred": 31025, + "n_ref": 15888 + }, + "2": { + "Dice": 0.978963348514422, + "FN": 1255, + "FP": 782, + "IoU": 0.9587935429056924, + "TN": 1352422, + "TP": 47397, + "n_pred": 48179, + "n_ref": 48652 + }, + "3": { + "Dice": 0.9390300230946882, + "FN": 145, + "FP": 119, + "IoU": 0.8850674793208533, + "TN": 1399559, + "TP": 2033, + "n_pred": 2152, + "n_ref": 2178 + }, + "4": { + "Dice": 0.8518326545723806, + "FN": 5022, + "FP": 981, + "IoU": 0.7419063588288405, + "TN": 1378597, + "TP": 17256, + "n_pred": 18237, + "n_ref": 22278 + }, + "5": { + "Dice": 0.7555813953488372, + "FN": 732, + "FP": 1370, + "IoU": 0.6071762287422912, + "TN": 1396505, + "TP": 3249, + "n_pred": 4619, + "n_ref": 3981 + }, + "6": { + "Dice": 0.6874393132528096, + "FN": 92783, + "FP": 246, + "IoU": 0.5237390698912621, + "TN": 1206524, + "TP": 102303, + "n_pred": 102549, + "n_ref": 195086 + }, + "7": { + "Dice": 0.21322803553800593, + "FN": 8784, + "FP": 7953, + "IoU": 0.11933701657458563, + "TN": 1382851, + "TP": 2268, + "n_pred": 10221, + "n_ref": 11052 + }, + "8": { + "Dice": 0.42538593481989706, + "FN": 346, + "FP": 5014, + "IoU": 0.2701525054466231, + "TN": 1394512, + "TP": 1984, + "n_pred": 6998, + "n_ref": 2330 + }, + "9": { + "Dice": 0.4680483592400691, + "FN": 11000, + "FP": 1936, + "IoU": 0.3055242390078918, + "TN": 1383229, + "TP": 5691, + "n_pred": 7627, + "n_ref": 16691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652531671351176, + "FN": 272, + "FP": 581, + "IoU": 0.9328399338634753, + "TN": 1038691, + "TP": 11848, + "n_pred": 12429, + "n_ref": 12120 + }, + "10": { + "Dice": 0.8154056517775752, + "FN": 1529, + "FP": 901, + "IoU": 0.6883416698730281, + "TN": 1043595, + "TP": 5367, + "n_pred": 6268, + "n_ref": 6896 + }, + "11": { + "Dice": 0.8265582655826558, + "FN": 516, + "FP": 252, + "IoU": 0.7043879907621247, + "TN": 1048794, + "TP": 1830, + "n_pred": 2082, + "n_ref": 2346 + }, + "12": { + "Dice": 0.7826424870466321, + "FN": 1221, + "FP": 457, + "IoU": 0.64290274526495, + "TN": 1046693, + "TP": 3021, + "n_pred": 3478, + "n_ref": 4242 + }, + "13": { + "Dice": 0.88322248491946, + "FN": 1189, + "FP": 4096, + "IoU": 0.7908670017015551, + "TN": 1026121, + "TP": 19986, + "n_pred": 24082, + "n_ref": 21175 + }, + "14": { + "Dice": 0.971675886620515, + "FN": 355, + "FP": 2374, + "IoU": 0.944912089464866, + "TN": 1001853, + "TP": 46810, + "n_pred": 49184, + "n_ref": 47165 + }, + "15": { + "Dice": 0.9062706650182571, + "FN": 5651, + "FP": 869, + "IoU": 0.828605977760837, + "TN": 1013351, + "TP": 31521, + "n_pred": 32390, + "n_ref": 37172 + }, + "2": { + "Dice": 0.9457459926017263, + "FN": 6355, + "FP": 1829, + "IoU": 0.8970760233918129, + "TN": 971877, + "TP": 71331, + "n_pred": 73160, + "n_ref": 77686 + }, + "3": { + "Dice": 0.9719051993386001, + "FN": 2172, + "FP": 1651, + "IoU": 0.9453458948662598, + "TN": 981443, + "TP": 66126, + "n_pred": 67777, + "n_ref": 68298 + }, + "4": { + "Dice": 0.1793154761904762, + "FN": 4398, + "FP": 14, + "IoU": 0.09848794442174091, + "TN": 1046498, + "TP": 482, + "n_pred": 496, + "n_ref": 4880 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9753584670407193, + "FN": 127, + "FP": 624, + "IoU": 0.9519021391059306, + "TN": 1035778, + "TP": 14863, + "n_pred": 15487, + "n_ref": 14990 + }, + "7": { + "Dice": 0.961930603519158, + "FN": 167, + "FP": 759, + "IoU": 0.9266534653465347, + "TN": 1038767, + "TP": 11699, + "n_pred": 12458, + "n_ref": 11866 + }, + "8": { + "Dice": 0.9625933397034363, + "FN": 978, + "FP": 1136, + "IoU": 0.927884287371222, + "TN": 1022078, + "TP": 27200, + "n_pred": 28336, + "n_ref": 28178 + }, + "9": { + "Dice": 0.9731862316615086, + "FN": 703, + "FP": 432, + "IoU": 0.9477728695011964, + "TN": 1029660, + "TP": 20597, + "n_pred": 21029, + "n_ref": 21300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489987830512224, + "FN": 1759, + "FP": 2851, + "IoU": 0.9029473684210526, + "TN": 1179124, + "TP": 42890, + "n_pred": 45741, + "n_ref": 44649 + }, + "10": { + "Dice": 0.8089565092579303, + "FN": 1008, + "FP": 323, + "IoU": 0.6791998071824537, + "TN": 1222475, + "TP": 2818, + "n_pred": 3141, + "n_ref": 3826 + }, + "11": { + "Dice": 0.744402096236303, + "FN": 1512, + "FP": 634, + "IoU": 0.5928666287232024, + "TN": 1221353, + "TP": 3125, + "n_pred": 3759, + "n_ref": 4637 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 1226544, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "13": { + "Dice": 0.27341507957213673, + "FN": 4833, + "FP": 737, + "IoU": 0.1583559987911756, + "TN": 1220006, + "TP": 1048, + "n_pred": 1785, + "n_ref": 5881 + }, + "14": { + "Dice": 0.784368994234465, + "FN": 3442, + "FP": 3290, + "IoU": 0.6452360876897133, + "TN": 1207648, + "TP": 12244, + "n_pred": 15534, + "n_ref": 15686 + }, + "15": { + "Dice": 0.5105467885266121, + "FN": 8417, + "FP": 7060, + "IoU": 0.3427746401121067, + "TN": 1203075, + "TP": 8072, + "n_pred": 15132, + "n_ref": 16489 + }, + "2": { + "Dice": 0.7805816800823482, + "FN": 33979, + "FP": 340, + "IoU": 0.6401262530934105, + "TN": 1131260, + "TP": 61045, + "n_pred": 61385, + "n_ref": 95024 + }, + "3": { + "Dice": 0.0002321397481283733, + "FN": 2, + "FP": 17225, + "IoU": 0.00011608334784375181, + "TN": 1209395, + "TP": 2, + "n_pred": 17227, + "n_ref": 4 + }, + "4": { + "Dice": 0.8941706380326154, + "FN": 4201, + "FP": 1062, + "IoU": 0.8085973015238026, + "TN": 1199127, + "TP": 22234, + "n_pred": 23296, + "n_ref": 26435 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9559812070834839, + "FN": 2160, + "FP": 6975, + "IoU": 0.9156743284408752, + "TN": 1118294, + "TP": 99195, + "n_pred": 106170, + "n_ref": 101355 + }, + "7": { + "Dice": 0.8461605356987564, + "FN": 619, + "FP": 1150, + "IoU": 0.7333433825746156, + "TN": 1219990, + "TP": 4865, + "n_pred": 6015, + "n_ref": 5484 + }, + "8": { + "Dice": 0.7666950033059412, + "FN": 915, + "FP": 4025, + "IoU": 0.6216588802940951, + "TN": 1213567, + "TP": 8117, + "n_pred": 12142, + "n_ref": 9032 + }, + "9": { + "Dice": 0.9005843884791985, + "FN": 1439, + "FP": 1419, + "IoU": 0.8191482629880402, + "TN": 1210821, + "TP": 12945, + "n_pred": 14364, + "n_ref": 14384 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745961729067515, + "FN": 300, + "FP": 2545, + "IoU": 0.9504510780591452, + "TN": 993974, + "TP": 54573, + "n_pred": 57118, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8950775513750706, + "FN": 4760, + "FP": 2485, + "IoU": 0.8100817867253853, + "TN": 1013244, + "TP": 30903, + "n_pred": 33388, + "n_ref": 35663 + }, + "11": { + "Dice": 0.821917808219178, + "FN": 32, + "FP": 20, + "IoU": 0.6976744186046512, + "TN": 1051220, + "TP": 120, + "n_pred": 140, + "n_ref": 152 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.575272261370916, + "FN": 389, + "FP": 1600, + "IoU": 0.4037769784172662, + "TN": 1048056, + "TP": 1347, + "n_pred": 2947, + "n_ref": 1736 + }, + "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": 0.9630839443537084, + "FN": 4140, + "FP": 2234, + "IoU": 0.92879644317344, + "TN": 961874, + "TP": 83144, + "n_pred": 85378, + "n_ref": 87284 + }, + "3": { + "Dice": 0.9754817504704854, + "FN": 474, + "FP": 451, + "IoU": 0.9521370174893925, + "TN": 1032066, + "TP": 18401, + "n_pred": 18852, + "n_ref": 18875 + }, + "4": { + "Dice": 0.9109003161923781, + "FN": 269, + "FP": 2408, + "IoU": 0.8363791944257686, + "TN": 1035031, + "TP": 13684, + "n_pred": 16092, + "n_ref": 13953 + }, + "5": { + "Dice": 0.8464182848648146, + "FN": 1275, + "FP": 378, + "IoU": 0.7337306701030928, + "TN": 1045184, + "TP": 4555, + "n_pred": 4933, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9624915101987161, + "FN": 3830, + "FP": 6442, + "IoU": 0.9276950691584838, + "TN": 909327, + "TP": 131793, + "n_pred": 138235, + "n_ref": 135623 + }, + "7": { + "Dice": 0.9532418290740882, + "FN": 5852, + "FP": 3397, + "IoU": 0.9106609869889014, + "TN": 947865, + "TP": 94278, + "n_pred": 97675, + "n_ref": 100130 + }, + "8": { + "Dice": 0.954931129476584, + "FN": 232, + "FP": 586, + "IoU": 0.9137494727962885, + "TN": 1041908, + "TP": 8666, + "n_pred": 9252, + "n_ref": 8898 + }, + "9": { + "Dice": 0.888641425389755, + "FN": 48, + "FP": 252, + "IoU": 0.7995991983967936, + "TN": 1049895, + "TP": 1197, + "n_pred": 1449, + "n_ref": 1245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15252369407097202, + "FN": 6, + "FP": 3839, + "IoU": 0.08255786208542114, + "TN": 1222433, + "TP": 346, + "n_pred": 4185, + "n_ref": 352 + }, + "10": { + "Dice": 0.9120854191557901, + "FN": 2288, + "FP": 3525, + "IoU": 0.8383796257680651, + "TN": 1190657, + "TP": 30154, + "n_pred": 33679, + "n_ref": 32442 + }, + "11": { + "Dice": 0.7105208549491596, + "FN": 1100, + "FP": 295, + "IoU": 0.5510138397167685, + "TN": 1223517, + "TP": 1712, + "n_pred": 2007, + "n_ref": 2812 + }, + "12": { + "Dice": 0.8788081687311684, + "FN": 396, + "FP": 328, + "IoU": 0.7838160644968647, + "TN": 1223275, + "TP": 2625, + "n_pred": 2953, + "n_ref": 3021 + }, + "13": { + "Dice": 0.7490664675130695, + "FN": 2409, + "FP": 9015, + "IoU": 0.5988059701492537, + "TN": 1198149, + "TP": 17051, + "n_pred": 26066, + "n_ref": 19460 + }, + "14": { + "Dice": 0.655142775284118, + "FN": 809, + "FP": 17246, + "IoU": 0.4871467121147564, + "TN": 1191419, + "TP": 17150, + "n_pred": 34396, + "n_ref": 17959 + }, + "15": { + "Dice": 0.5907265425337714, + "FN": 577, + "FP": 544, + "IoU": 0.4191709844559586, + "TN": 1224694, + "TP": 809, + "n_pred": 1353, + "n_ref": 1386 + }, + "2": { + "Dice": 0.9583248627769871, + "FN": 1835, + "FP": 1855, + "IoU": 0.919984387197502, + "TN": 1180508, + "TP": 42426, + "n_pred": 44281, + "n_ref": 44261 + }, + "3": { + "Dice": 0.9623396613648024, + "FN": 220, + "FP": 147, + "IoU": 0.9274129746835443, + "TN": 1221568, + "TP": 4689, + "n_pred": 4836, + "n_ref": 4909 + }, + "4": { + "Dice": 0.3072116304278518, + "FN": 329, + "FP": 10536, + "IoU": 0.18148259755913818, + "TN": 1213350, + "TP": 2409, + "n_pred": 12945, + "n_ref": 2738 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8170056990723408, + "FN": 2240, + "FP": 24154, + "IoU": 0.6906252197763556, + "TN": 1141310, + "TP": 58920, + "n_pred": 83074, + "n_ref": 61160 + }, + "7": { + "Dice": 0.9217948420344019, + "FN": 2298, + "FP": 4440, + "IoU": 0.8549345504650362, + "TN": 1180176, + "TP": 39710, + "n_pred": 44150, + "n_ref": 42008 + }, + "8": { + "Dice": 0.9587374223239126, + "FN": 1087, + "FP": 500, + "IoU": 0.9207451058729524, + "TN": 1206600, + "TP": 18437, + "n_pred": 18937, + "n_ref": 19524 + }, + "9": { + "Dice": 0.88150893545191, + "FN": 720, + "FP": 2509, + "IoU": 0.7881233595800525, + "TN": 1211384, + "TP": 12011, + "n_pred": 14520, + "n_ref": 12731 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8666164867109635, + "FN": 5330, + "FP": 4948, + "IoU": 0.764627750933199, + "TN": 1007725, + "TP": 33389, + "n_pred": 38337, + "n_ref": 38719 + }, + "11": { + "Dice": 0.8717948717948718, + "FN": 304, + "FP": 161, + "IoU": 0.7727272727272727, + "TN": 1049346, + "TP": 1581, + "n_pred": 1742, + "n_ref": 1885 + }, + "12": { + "Dice": 0.861397479954181, + "FN": 490, + "FP": 236, + "IoU": 0.7565392354124748, + "TN": 1048410, + "TP": 2256, + "n_pred": 2492, + "n_ref": 2746 + }, + "13": { + "Dice": 0.8791091945535635, + "FN": 2471, + "FP": 1622, + "IoU": 0.7842951251646904, + "TN": 1032417, + "TP": 14882, + "n_pred": 16504, + "n_ref": 17353 + }, + "14": { + "Dice": 0.8230187200434088, + "FN": 1288, + "FP": 4583, + "IoU": 0.699262370658744, + "TN": 1031870, + "TP": 13651, + "n_pred": 18234, + "n_ref": 14939 + }, + "15": { + "Dice": 0.8928208500209217, + "FN": 189, + "FP": 1604, + "IoU": 0.8063923982291329, + "TN": 1042131, + "TP": 7468, + "n_pred": 9072, + "n_ref": 7657 + }, + "2": { + "Dice": 0.8906194690265486, + "FN": 58, + "FP": 251, + "IoU": 0.8028079132099554, + "TN": 1049825, + "TP": 1258, + "n_pred": 1509, + "n_ref": 1316 + }, + "3": { + "Dice": 0.9803140898031409, + "FN": 57, + "FP": 121, + "IoU": 0.9613882863340564, + "TN": 1046782, + "TP": 4432, + "n_pred": 4553, + "n_ref": 4489 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6, + "FN": 72, + "FP": 40, + "IoU": 0.42857142857142855, + "TN": 1051196, + "TP": 84, + "n_pred": 124, + "n_ref": 156 + }, + "6": { + "Dice": 0.958427116091945, + "FN": 3994, + "FP": 6608, + "IoU": 0.9201728759449447, + "TN": 918580, + "TP": 122210, + "n_pred": 128818, + "n_ref": 126204 + }, + "7": { + "Dice": 0.8877895818127753, + "FN": 6083, + "FP": 2219, + "IoU": 0.7982208827532569, + "TN": 1010248, + "TP": 32842, + "n_pred": 35061, + "n_ref": 38925 + }, + "8": { + "Dice": 0.7410228509249184, + "FN": 75, + "FP": 401, + "IoU": 0.5885911840968021, + "TN": 1050235, + "TP": 681, + "n_pred": 1082, + "n_ref": 756 + }, + "9": { + "Dice": 0.9075477338601713, + "FN": 2944, + "FP": 4169, + "IoU": 0.8307436049970256, + "TN": 1009367, + "TP": 34912, + "n_pred": 39081, + "n_ref": 37856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9267364414843007, + "FN": 44, + "FP": 33, + "IoU": 0.8634751773049646, + "TN": 1050828, + "TP": 487, + "n_pred": 520, + "n_ref": 531 + }, + "10": { + "Dice": 0.8913927164328448, + "FN": 6018, + "FP": 4402, + "IoU": 0.8040653616893252, + "TN": 998211, + "TP": 42761, + "n_pred": 47163, + "n_ref": 48779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8544715447154472, + "FN": 178, + "FP": 538, + "IoU": 0.7459190915542938, + "TN": 1048574, + "TP": 2102, + "n_pred": 2640, + "n_ref": 2280 + }, + "13": { + "Dice": 0.9252514797684122, + "FN": 2956, + "FP": 1666, + "IoU": 0.8609004454074877, + "TN": 1018164, + "TP": 28606, + "n_pred": 30272, + "n_ref": 31562 + }, + "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": 0.9428147310383826, + "FN": 802, + "FP": 7, + "IoU": 0.8918159935811715, + "TN": 1043914, + "TP": 6669, + "n_pred": 6676, + "n_ref": 7471 + }, + "3": { + "Dice": 0.9672437007116753, + "FN": 2464, + "FP": 942, + "IoU": 0.9365652878401282, + "TN": 997699, + "TP": 50287, + "n_pred": 51229, + "n_ref": 52751 + }, + "4": { + "Dice": 0.927485380116959, + "FN": 782, + "FP": 86, + "IoU": 0.8647764449291166, + "TN": 1044973, + "TP": 5551, + "n_pred": 5637, + "n_ref": 6333 + }, + "5": { + "Dice": 0.8581792651532881, + "FN": 611, + "FP": 601, + "IoU": 0.7515884402541504, + "TN": 1046513, + "TP": 3667, + "n_pred": 4268, + "n_ref": 4278 + }, + "6": { + "Dice": 0.9711953381443552, + "FN": 1598, + "FP": 3088, + "IoU": 0.9440036327135414, + "TN": 967708, + "TP": 78998, + "n_pred": 82086, + "n_ref": 80596 + }, + "7": { + "Dice": 0.9387795082770105, + "FN": 6331, + "FP": 1794, + "IoU": 0.884622484770168, + "TN": 980971, + "TP": 62296, + "n_pred": 64090, + "n_ref": 68627 + }, + "8": { + "Dice": 0.9707156322401462, + "FN": 578, + "FP": 1457, + "IoU": 0.9430976148533401, + "TN": 1015629, + "TP": 33728, + "n_pred": 35185, + "n_ref": 34306 + }, + "9": { + "Dice": 0.7320754716981132, + "FN": 108, + "FP": 34, + "IoU": 0.5773809523809523, + "TN": 1051056, + "TP": 194, + "n_pred": 228, + "n_ref": 302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5106382978723404, + "FN": 0, + "FP": 23, + "IoU": 0.34285714285714286, + "TN": 1051357, + "TP": 12, + "n_pred": 35, + "n_ref": 12 + }, + "10": { + "Dice": 0.7871321013004792, + "FN": 10271, + "FP": 3102, + "IoU": 0.6489841986455982, + "TN": 1013294, + "TP": 24725, + "n_pred": 27827, + "n_ref": 34996 + }, + "11": { + "Dice": 0.8342245989304813, + "FN": 29, + "FP": 2, + "IoU": 0.7155963302752294, + "TN": 1051283, + "TP": 78, + "n_pred": 80, + "n_ref": 107 + }, + "12": { + "Dice": 0.6461419154711129, + "FN": 2175, + "FP": 2388, + "IoU": 0.4772597090159239, + "TN": 1042663, + "TP": 4166, + "n_pred": 6554, + "n_ref": 6341 + }, + "13": { + "Dice": 0.7211283740244863, + "FN": 2249, + "FP": 9436, + "IoU": 0.5638786250139962, + "TN": 1024599, + "TP": 15108, + "n_pred": 24544, + "n_ref": 17357 + }, + "14": { + "Dice": 0.8599874481810535, + "FN": 32795, + "FP": 0, + "IoU": 0.7543666486907544, + "TN": 917880, + "TP": 100717, + "n_pred": 100717, + "n_ref": 133512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8974943714140461, + "FN": 6949, + "FP": 108, + "IoU": 0.8140496956601934, + "TN": 1013441, + "TP": 30894, + "n_pred": 31002, + "n_ref": 37843 + }, + "3": { + "Dice": 0.9323361196656401, + "FN": 1049, + "FP": 1258, + "IoU": 0.8732487225976595, + "TN": 1033191, + "TP": 15894, + "n_pred": 17152, + "n_ref": 16943 + }, + "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": 0.8936103416435827, + "FN": 2165, + "FP": 20879, + "IoU": 0.8076813940678673, + "TN": 931570, + "TP": 96778, + "n_pred": 117657, + "n_ref": 98943 + }, + "7": { + "Dice": 0.3435866505830318, + "FN": 17204, + "FP": 2386, + "IoU": 0.20742808593275883, + "TN": 1026675, + "TP": 5127, + "n_pred": 7513, + "n_ref": 22331 + }, + "8": { + "Dice": 0.9684737210337736, + "FN": 802, + "FP": 685, + "IoU": 0.9388745015826037, + "TN": 1027065, + "TP": 22840, + "n_pred": 23525, + "n_ref": 23642 + }, + "9": { + "Dice": 0.8951098511693835, + "FN": 190, + "FP": 106, + "IoU": 0.8101347017318794, + "TN": 1049833, + "TP": 1263, + "n_pred": 1369, + "n_ref": 1453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7212534549282725, + "FN": 2414.824444444444, + "FP": 2100.02, + "IoU": 0.6381176932044321, + "TN": 1154014.9, + "TP": 21365.722222222226, + "n_pred": 23465.74222222222, + "n_ref": 23780.54666666667 + }, + "mean": { + "1": { + "Dice": 0.6479400211237535, + "FN": 866.2666666666667, + "FP": 2275.366666666667, + "IoU": 0.6062757907760089, + "TN": 1154811.4333333333, + "TP": 21942.4, + "n_pred": 24217.766666666666, + "n_ref": 22808.666666666668 + }, + "10": { + "Dice": 0.6687515757773882, + "FN": 2443.133333333333, + "FP": 3888.733333333333, + "IoU": 0.5507005018398815, + "TN": 1163264.6666666667, + "TP": 10298.933333333332, + "n_pred": 14187.666666666666, + "n_ref": 12742.066666666668 + }, + "11": { + "Dice": 0.7238744400781097, + "FN": 458.3, + "FP": 401.56666666666666, + "IoU": 0.5758652659782808, + "TN": 1177814.9666666666, + "TP": 1220.6333333333334, + "n_pred": 1622.2, + "n_ref": 1678.9333333333334 + }, + "12": { + "Dice": 0.49043614844153494, + "FN": 299.4, + "FP": 305.9, + "IoU": 0.3885535936268969, + "TN": 1178425.6333333333, + "TP": 864.5333333333333, + "n_pred": 1170.4333333333334, + "n_ref": 1163.9333333333334 + }, + "13": { + "Dice": 0.6172033400029179, + "FN": 5554.933333333333, + "FP": 2462.766666666667, + "IoU": 0.5046134512269319, + "TN": 1162590.2333333334, + "TP": 9287.533333333333, + "n_pred": 11750.3, + "n_ref": 14842.466666666667 + }, + "14": { + "Dice": 0.668648935351245, + "FN": 826.6666666666666, + "FP": 1781.3, + "IoU": 0.6033154753816334, + "TN": 1169781.3333333333, + "TP": 7506.166666666667, + "n_pred": 9287.466666666667, + "n_ref": 8332.833333333334 + }, + "15": { + "Dice": 0.662858070896013, + "FN": 957.1333333333333, + "FP": 567.5666666666667, + "IoU": 0.590452982232575, + "TN": 1173295.0, + "TP": 5075.766666666666, + "n_pred": 5643.333333333333, + "n_ref": 6032.9 + }, + "2": { + "Dice": 0.8062727949582066, + "FN": 3058.3333333333335, + "FP": 1170.5, + "IoU": 0.7576689936697384, + "TN": 1146359.6333333333, + "TP": 29307.0, + "n_pred": 30477.5, + "n_ref": 32365.333333333332 + }, + "3": { + "Dice": 0.7275170511598298, + "FN": 856.0, + "FP": 3243.0, + "IoU": 0.6764886921496689, + "TN": 1154021.8666666667, + "TP": 21774.6, + "n_pred": 25017.6, + "n_ref": 22630.6 + }, + "4": { + "Dice": 0.7428586208906621, + "FN": 1524.0, + "FP": 1305.8666666666666, + "IoU": 0.6519082173748169, + "TN": 1165088.7333333334, + "TP": 11976.866666666667, + "n_pred": 13282.733333333334, + "n_ref": 13500.866666666667 + }, + "5": { + "Dice": 0.6332846827322376, + "FN": 896.5333333333333, + "FP": 355.93333333333334, + "IoU": 0.5008037876757284, + "TN": 1177053.1666666667, + "TP": 1589.8333333333333, + "n_pred": 1945.7666666666667, + "n_ref": 2486.366666666667 + }, + "6": { + "Dice": 0.9418309463088456, + "FN": 8259.633333333333, + "FP": 6261.733333333334, + "IoU": 0.8939609784159177, + "TN": 1034950.8333333334, + "TP": 130423.26666666666, + "n_pred": 136685.0, + "n_ref": 138682.9 + }, + "7": { + "Dice": 0.7564036579199016, + "FN": 7130.233333333334, + "FP": 4303.0, + "IoU": 0.6816340005717733, + "TN": 1131080.5333333334, + "TP": 37381.7, + "n_pred": 41684.7, + "n_ref": 44511.933333333334 + }, + "8": { + "Dice": 0.9090262998782472, + "FN": 1028.5333333333333, + "FP": 953.2333333333333, + "IoU": 0.8636919050215595, + "TN": 1160360.8666666667, + "TP": 17552.833333333332, + "n_pred": 18506.066666666666, + "n_ref": 18581.366666666665 + }, + "9": { + "Dice": 0.8218952384051965, + "FN": 2063.266666666667, + "FP": 2223.8333333333335, + "IoU": 0.7258317621250705, + "TN": 1161324.6, + "TP": 14283.766666666666, + "n_pred": 16507.6, + "n_ref": 16347.033333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9260112278681445, + "FN": 651, + "FP": 377, + "IoU": 0.8622168610105884, + "TN": 1219163, + "TP": 6433, + "n_pred": 6810, + "n_ref": 7084 + }, + "10": { + "Dice": 0.6718624593418663, + "FN": 4008, + "FP": 11528, + "IoU": 0.5058681339652047, + "TN": 1195183, + "TP": 15905, + "n_pred": 27433, + "n_ref": 19913 + }, + "11": { + "Dice": 0.527207283506246, + "FN": 1531, + "FP": 702, + "IoU": 0.3579643473260495, + "TN": 1223146, + "TP": 1245, + "n_pred": 1947, + "n_ref": 2776 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 122, + "IoU": 0.0, + "TN": 1226476, + "TP": 0, + "n_pred": 122, + "n_ref": 26 + }, + "13": { + "Dice": 0.3619353991596639, + "FN": 12286, + "FP": 7152, + "IoU": 0.22095306801330608, + "TN": 1201673, + "TP": 5513, + "n_pred": 12665, + "n_ref": 17799 + }, + "14": { + "Dice": 0.9059932567260717, + "FN": 2931, + "FP": 3900, + "IoU": 0.8281422964677468, + "TN": 1186876, + "TP": 32917, + "n_pred": 36817, + "n_ref": 35848 + }, + "15": { + "Dice": 0.8207078866206492, + "FN": 8248, + "FP": 3960, + "IoU": 0.6959326508754888, + "TN": 1186475, + "TP": 27941, + "n_pred": 31901, + "n_ref": 36189 + }, + "2": { + "Dice": 0.9500866228274436, + "FN": 5273, + "FP": 8124, + "IoU": 0.9049190566426072, + "TN": 1085723, + "TP": 127504, + "n_pred": 135628, + "n_ref": 132777 + }, + "3": { + "Dice": 0.9382432242404974, + "FN": 5259, + "FP": 4842, + "IoU": 0.8836705784800359, + "TN": 1139793, + "TP": 76730, + "n_pred": 81572, + "n_ref": 81989 + }, + "4": { + "Dice": 0.7881610265962952, + "FN": 596, + "FP": 3498, + "IoU": 0.6503842869342442, + "TN": 1214914, + "TP": 7616, + "n_pred": 11114, + "n_ref": 8212 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743168265753577, + "FN": 3516, + "FP": 6640, + "IoU": 0.9499198698192757, + "TN": 1023829, + "TP": 192639, + "n_pred": 199279, + "n_ref": 196155 + }, + "7": { + "Dice": 0.9414688759516345, + "FN": 1889, + "FP": 3339, + "IoU": 0.8894106697127385, + "TN": 1179350, + "TP": 42046, + "n_pred": 45385, + "n_ref": 43935 + }, + "8": { + "Dice": 0.9488359124494633, + "FN": 1004, + "FP": 464, + "IoU": 0.9026525198938992, + "TN": 1211544, + "TP": 13612, + "n_pred": 14076, + "n_ref": 14616 + }, + "9": { + "Dice": 0.8248550930241985, + "FN": 1868, + "FP": 2453, + "IoU": 0.701917770419426, + "TN": 1212128, + "TP": 10175, + "n_pred": 12628, + "n_ref": 12043 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725588886651902, + "FN": 727, + "FP": 1999, + "IoU": 0.9465835831716732, + "TN": 825127, + "TP": 48307, + "n_pred": 50306, + "n_ref": 49034 + }, + "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": 3, + "FP": 677, + "IoU": 0.0, + "TN": 875480, + "TP": 0, + "n_pred": 677, + "n_ref": 3 + }, + "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": 144, + "IoU": 0.0, + "TN": 876016, + "TP": 0, + "n_pred": 144, + "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": 0.9118516771583549, + "FN": 2362, + "FP": 2497, + "IoU": 0.837984728751959, + "TN": 846169, + "TP": 25132, + "n_pred": 27629, + "n_ref": 27494 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649021592123557, + "FN": 2095, + "FP": 1616, + "IoU": 0.9321844961806951, + "TN": 821438, + "TP": 51011, + "n_pred": 52627, + "n_ref": 53106 + }, + "7": { + "Dice": 0.9470260223048327, + "FN": 1077, + "FP": 405, + "IoU": 0.8993821712268314, + "TN": 861431, + "TP": 13247, + "n_pred": 13652, + "n_ref": 14324 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1169, + "IoU": 0.0, + "TN": 874991, + "TP": 0, + "n_pred": 1169, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 876043, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9331638443728152, + "FN": 4180, + "FP": 3181, + "IoU": 0.8747021175188943, + "TN": 992644, + "TP": 51387, + "n_pred": 54568, + "n_ref": 55567 + }, + "10": { + "Dice": 0.703418339663592, + "FN": 1914, + "FP": 819, + "IoU": 0.5425175761633746, + "TN": 1045418, + "TP": 3241, + "n_pred": 4060, + "n_ref": 5155 + }, + "11": { + "Dice": 0.6623769871309614, + "FN": 368, + "FP": 524, + "IoU": 0.4951895868704018, + "TN": 1049625, + "TP": 875, + "n_pred": 1399, + "n_ref": 1243 + }, + "12": { + "Dice": 0.0, + "FN": 192, + "FP": 71, + "IoU": 0.0, + "TN": 1051129, + "TP": 0, + "n_pred": 71, + "n_ref": 192 + }, + "13": { + "Dice": 0.061762034514078114, + "FN": 6, + "FP": 1027, + "IoU": 0.031865042174320526, + "TN": 1050325, + "TP": 34, + "n_pred": 1061, + "n_ref": 40 + }, + "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": 0.9590805474417758, + "FN": 2507, + "FP": 2214, + "IoU": 0.9213782537012674, + "TN": 991345, + "TP": 55326, + "n_pred": 57540, + "n_ref": 57833 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7017927415828596, + "FN": 1157, + "FP": 207, + "IoU": 0.5405860559110812, + "TN": 1048423, + "TP": 1605, + "n_pred": 1812, + "n_ref": 2762 + }, + "6": { + "Dice": 0.8726620359722158, + "FN": 7690, + "FP": 6151, + "IoU": 0.7740908794150291, + "TN": 990124, + "TP": 47427, + "n_pred": 53578, + "n_ref": 55117 + }, + "7": { + "Dice": 0.7179328116052682, + "FN": 177, + "FP": 11645, + "IoU": 0.5599806454014218, + "TN": 1024525, + "TP": 15045, + "n_pred": 26690, + "n_ref": 15222 + }, + "8": { + "Dice": 0.9479486907664582, + "FN": 723, + "FP": 259, + "IoU": 0.9010479645304312, + "TN": 1041468, + "TP": 8942, + "n_pred": 9201, + "n_ref": 9665 + }, + "9": { + "Dice": 0.8622901405488766, + "FN": 4299, + "FP": 3559, + "IoU": 0.7579174368453481, + "TN": 1018932, + "TP": 24602, + "n_pred": 28161, + "n_ref": 28901 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489951007446529, + "FN": 572, + "FP": 5435, + "IoU": 0.9029407012441428, + "TN": 1164734, + "TP": 55883, + "n_pred": 61318, + "n_ref": 56455 + }, + "10": { + "Dice": 0.464070908515353, + "FN": 498, + "FP": 1195, + "IoU": 0.30214344600164883, + "TN": 1224198, + "TP": 733, + "n_pred": 1928, + "n_ref": 1231 + }, + "11": { + "Dice": 0.6196444849589791, + "FN": 2562, + "FP": 776, + "IoU": 0.4489020967475648, + "TN": 1220567, + "TP": 2719, + "n_pred": 3495, + "n_ref": 5281 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8746556473829201, + "FN": 277, + "FP": 451, + "IoU": 0.7772337821297429, + "TN": 1223356, + "TP": 2540, + "n_pred": 2991, + "n_ref": 2817 + }, + "14": { + "Dice": 0.953552027624542, + "FN": 584, + "FP": 519, + "IoU": 0.9112273641851106, + "TN": 1214199, + "TP": 11322, + "n_pred": 11841, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9540604231207138, + "FN": 694, + "FP": 1041, + "IoU": 0.9121563465141006, + "TN": 1206873, + "TP": 18016, + "n_pred": 19057, + "n_ref": 18710 + }, + "3": { + "Dice": 0.9552236543984481, + "FN": 1936, + "FP": 3973, + "IoU": 0.914285299834634, + "TN": 1157686, + "TP": 63029, + "n_pred": 67002, + "n_ref": 64965 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7270588235294118, + "FN": 4959, + "FP": 1305, + "IoU": 0.5711645101663586, + "TN": 1212017, + "TP": 8343, + "n_pred": 9648, + "n_ref": 13302 + }, + "6": { + "Dice": 0.9178267322217708, + "FN": 2305, + "FP": 7606, + "IoU": 0.8481328818130277, + "TN": 1161363, + "TP": 55350, + "n_pred": 62956, + "n_ref": 57655 + }, + "7": { + "Dice": 0.919795315991283, + "FN": 2545, + "FP": 9085, + "IoU": 0.8515009512621781, + "TN": 1148307, + "TP": 66687, + "n_pred": 75772, + "n_ref": 69232 + }, + "8": { + "Dice": 0.9391825999586276, + "FN": 723, + "FP": 3393, + "IoU": 0.8853386076830932, + "TN": 1190727, + "TP": 31781, + "n_pred": 35174, + "n_ref": 32504 + }, + "9": { + "Dice": 0.8034435885817852, + "FN": 1928, + "FP": 2410, + "IoU": 0.6714631929718268, + "TN": 1213420, + "TP": 8866, + "n_pred": 11276, + "n_ref": 10794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7741935483870968, + "FN": 42, + "FP": 0, + "IoU": 0.631578947368421, + "TN": 876046, + "TP": 72, + "n_pred": 72, + "n_ref": 114 + }, + "10": { + "Dice": 0.8305012924276453, + "FN": 6338, + "FP": 9662, + "IoU": 0.7101344251603319, + "TN": 820962, + "TP": 39198, + "n_pred": 48860, + "n_ref": 45536 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7822503961965135, + "FN": 1280, + "FP": 781, + "IoU": 0.642373763664758, + "TN": 870397, + "TP": 3702, + "n_pred": 4483, + "n_ref": 4982 + }, + "13": { + "Dice": 0.8446523342628407, + "FN": 3152, + "FP": 7210, + "IoU": 0.7310806602304578, + "TN": 837628, + "TP": 28170, + "n_pred": 35380, + "n_ref": 31322 + }, + "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": 0.9625841386831121, + "FN": 3112, + "FP": 3853, + "IoU": 0.9278671886327389, + "TN": 779602, + "TP": 89593, + "n_pred": 93446, + "n_ref": 92705 + }, + "3": { + "Dice": 0.9165096854451751, + "FN": 732, + "FP": 1617, + "IoU": 0.845886366618554, + "TN": 860918, + "TP": 12893, + "n_pred": 14510, + "n_ref": 13625 + }, + "4": { + "Dice": 0.8474233748736949, + "FN": 968, + "FP": 844, + "IoU": 0.7352425482174167, + "TN": 869316, + "TP": 5032, + "n_pred": 5876, + "n_ref": 6000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9492183649732884, + "FN": 3791, + "FP": 1361, + "IoU": 0.9033450274843817, + "TN": 822857, + "TP": 48151, + "n_pred": 49512, + "n_ref": 51942 + }, + "7": { + "Dice": 0.892334194659776, + "FN": 2538, + "FP": 837, + "IoU": 0.8055987558320373, + "TN": 858799, + "TP": 13986, + "n_pred": 14823, + "n_ref": 16524 + }, + "8": { + "Dice": 0.9256725340418466, + "FN": 778, + "FP": 341, + "IoU": 0.861629776183999, + "TN": 868073, + "TP": 6968, + "n_pred": 7309, + "n_ref": 7746 + }, + "9": { + "Dice": 0.9013027618551329, + "FN": 844, + "FP": 1997, + "IoU": 0.8203376968317208, + "TN": 860347, + "TP": 12972, + "n_pred": 14969, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9118102114492006, + "FN": 37, + "FP": 134, + "IoU": 0.837914691943128, + "TN": 1050337, + "TP": 884, + "n_pred": 1018, + "n_ref": 921 + }, + "10": { + "Dice": 0.702067140227857, + "FN": 12949, + "FP": 6638, + "IoU": 0.540911754365405, + "TN": 1008727, + "TP": 23078, + "n_pred": 29716, + "n_ref": 36027 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6645443692797454, + "FN": 941, + "FP": 1588, + "IoU": 0.49761620977353993, + "TN": 1046358, + "TP": 2505, + "n_pred": 4093, + "n_ref": 3446 + }, + "13": { + "Dice": 0.37161584497007694, + "FN": 592, + "FP": 1613, + "IoU": 0.22821141057052852, + "TN": 1048535, + "TP": 652, + "n_pred": 2265, + "n_ref": 1244 + }, + "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": 0.9445739014647138, + "FN": 186, + "FP": 480, + "IoU": 0.8949692477527204, + "TN": 1045051, + "TP": 5675, + "n_pred": 6155, + "n_ref": 5861 + }, + "4": { + "Dice": 0.9232774307775538, + "FN": 1871, + "FP": 1249, + "IoU": 0.857488695016672, + "TN": 1029499, + "TP": 18773, + "n_pred": 20022, + "n_ref": 20644 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697309501222726, + "FN": 9892, + "FP": 2201, + "IoU": 0.9412404946429873, + "TN": 845587, + "TP": 193712, + "n_pred": 195913, + "n_ref": 203604 + }, + "7": { + "Dice": 0.9104508694595814, + "FN": 1273, + "FP": 3887, + "IoU": 0.8356216750023893, + "TN": 1020001, + "TP": 26231, + "n_pred": 30118, + "n_ref": 27504 + }, + "8": { + "Dice": 0.9112017199199348, + "FN": 3556, + "FP": 2433, + "IoU": 0.8368875452787538, + "TN": 1014675, + "TP": 30728, + "n_pred": 33161, + "n_ref": 34284 + }, + "9": { + "Dice": 0.7027208599261001, + "FN": 414, + "FP": 1356, + "IoU": 0.5416882444329363, + "TN": 1047530, + "TP": 2092, + "n_pred": 3448, + "n_ref": 2506 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13936, + "IoU": 0.0, + "TN": 1037456, + "TP": 0, + "n_pred": 13936, + "n_ref": 0 + }, + "10": { + "Dice": 0.826936416184971, + "FN": 2019, + "FP": 975, + "IoU": 0.704937419927072, + "TN": 1041245, + "TP": 7153, + "n_pred": 8128, + "n_ref": 9172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6549047282992237, + "FN": 386, + "FP": 103, + "IoU": 0.48688352570828963, + "TN": 1050439, + "TP": 464, + "n_pred": 567, + "n_ref": 850 + }, + "13": { + "Dice": 0.2985015129826596, + "FN": 36088, + "FP": 2627, + "IoU": 0.17543448628386438, + "TN": 1004440, + "TP": 8237, + "n_pred": 10864, + "n_ref": 44325 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 1051250, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5234745734190421, + "FN": 12604, + "FP": 1555, + "IoU": 0.35453136396790663, + "TN": 1029456, + "TP": 7777, + "n_pred": 9332, + "n_ref": 20381 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12345, + "IoU": 0.0, + "TN": 1039047, + "TP": 0, + "n_pred": 12345, + "n_ref": 0 + }, + "4": { + "Dice": 0.9001077848475366, + "FN": 2657, + "FP": 5962, + "IoU": 0.8183599924132263, + "TN": 1003941, + "TP": 38832, + "n_pred": 44794, + "n_ref": 41489 + }, + "5": { + "Dice": 0.6420728183394336, + "FN": 2080, + "FP": 1636, + "IoU": 0.47283302596112925, + "TN": 1044343, + "TP": 3333, + "n_pred": 4969, + "n_ref": 5413 + }, + "6": { + "Dice": 0.8755942342384694, + "FN": 18837, + "FP": 23505, + "IoU": 0.7787173108681564, + "TN": 860044, + "TP": 149006, + "n_pred": 172511, + "n_ref": 167843 + }, + "7": { + "Dice": 0.6650120001573792, + "FN": 87336, + "FP": 14834, + "IoU": 0.49814080743480543, + "TN": 847809, + "TP": 101413, + "n_pred": 116247, + "n_ref": 188749 + }, + "8": { + "Dice": 0.9193292795282845, + "FN": 2723, + "FP": 1655, + "IoU": 0.8507024962488065, + "TN": 1022068, + "TP": 24946, + "n_pred": 26601, + "n_ref": 27669 + }, + "9": { + "Dice": 0.7109826589595376, + "FN": 931, + "FP": 1169, + "IoU": 0.5515695067264574, + "TN": 1046709, + "TP": 2583, + "n_pred": 3752, + "n_ref": 3514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 1225913, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + }, + "10": { + "Dice": 0.6674622116149562, + "FN": 101, + "FP": 735, + "IoU": 0.5008955223880597, + "TN": 1224949, + "TP": 839, + "n_pred": 1574, + "n_ref": 940 + }, + "11": { + "Dice": 0.6870719178082192, + "FN": 449, + "FP": 1013, + "IoU": 0.5233126834039779, + "TN": 1223557, + "TP": 1605, + "n_pred": 2618, + "n_ref": 2054 + }, + "12": { + "Dice": 0.08733624454148471, + "FN": 0, + "FP": 209, + "IoU": 0.045662100456621, + "TN": 1226405, + "TP": 10, + "n_pred": 219, + "n_ref": 10 + }, + "13": { + "Dice": 0.26042448645328603, + "FN": 10079, + "FP": 758, + "IoU": 0.1497057669674382, + "TN": 1213879, + "TP": 1908, + "n_pred": 2666, + "n_ref": 11987 + }, + "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": 0.9609368016447662, + "FN": 41, + "FP": 396, + "IoU": 0.9248107364074329, + "TN": 1220812, + "TP": 5375, + "n_pred": 5771, + "n_ref": 5416 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7812269809533832, + "FN": 603, + "FP": 3555, + "IoU": 0.6409946468658263, + "TN": 1215042, + "TP": 7424, + "n_pred": 10979, + "n_ref": 8027 + }, + "5": { + "Dice": 0.738389844126627, + "FN": 2356, + "FP": 900, + "IoU": 0.5852757610495478, + "TN": 1218773, + "TP": 4595, + "n_pred": 5495, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9719569702090263, + "FN": 13689, + "FP": 3670, + "IoU": 0.9454438598806987, + "TN": 908438, + "TP": 300827, + "n_pred": 304497, + "n_ref": 314516 + }, + "7": { + "Dice": 0.8123967067457128, + "FN": 9523, + "FP": 2850, + "IoU": 0.6840640400377908, + "TN": 1187461, + "TP": 26790, + "n_pred": 29640, + "n_ref": 36313 + }, + "8": { + "Dice": 0.9180059313656264, + "FN": 485, + "FP": 2418, + "IoU": 0.8484389683616999, + "TN": 1207470, + "TP": 16251, + "n_pred": 18669, + "n_ref": 16736 + }, + "9": { + "Dice": 0.8220571505052533, + "FN": 5306, + "FP": 2671, + "IoU": 0.6978752414498353, + "TN": 1200221, + "TP": 18426, + "n_pred": 21097, + "n_ref": 23732 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9480166961153363, + "FN": 766, + "FP": 3294, + "IoU": 0.901170857574061, + "TN": 1010311, + "TP": 37021, + "n_pred": 40315, + "n_ref": 37787 + }, + "10": { + "Dice": 0.42632883503167174, + "FN": 3899, + "FP": 6516, + "IoU": 0.2709135456772839, + "TN": 1037107, + "TP": 3870, + "n_pred": 10386, + "n_ref": 7769 + }, + "11": { + "Dice": 0.6726269735590641, + "FN": 795, + "FP": 926, + "IoU": 0.5067354542848954, + "TN": 1047903, + "TP": 1768, + "n_pred": 2694, + "n_ref": 2563 + }, + "12": { + "Dice": 0.6719668164535084, + "FN": 1310, + "FP": 1537, + "IoU": 0.5059864653826133, + "TN": 1045629, + "TP": 2916, + "n_pred": 4453, + "n_ref": 4226 + }, + "13": { + "Dice": 0.6468190092217893, + "FN": 16011, + "FP": 7466, + "IoU": 0.4779988882712618, + "TN": 1006417, + "TP": 21498, + "n_pred": 28964, + "n_ref": 37509 + }, + "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": 0.9566167631952792, + "FN": 747, + "FP": 841, + "IoU": 0.9168412232928362, + "TN": 1032296, + "TP": 17508, + "n_pred": 18349, + "n_ref": 18255 + }, + "3": { + "Dice": 0.9624486253286703, + "FN": 637, + "FP": 834, + "IoU": 0.9276153921858085, + "TN": 1031070, + "TP": 18851, + "n_pred": 19685, + "n_ref": 19488 + }, + "4": { + "Dice": 0.7032854209445585, + "FN": 250, + "FP": 328, + "IoU": 0.5423594615993665, + "TN": 1050129, + "TP": 685, + "n_pred": 1013, + "n_ref": 935 + }, + "5": { + "Dice": 0.5250140528386734, + "FN": 635, + "FP": 1055, + "IoU": 0.3559451219512195, + "TN": 1048768, + "TP": 934, + "n_pred": 1989, + "n_ref": 1569 + }, + "6": { + "Dice": 0.9267167581857053, + "FN": 2599, + "FP": 5662, + "IoU": 0.8634410024134624, + "TN": 990898, + "TP": 52233, + "n_pred": 57895, + "n_ref": 54832 + }, + "7": { + "Dice": 0.9214330813191083, + "FN": 1051, + "FP": 3802, + "IoU": 0.8543123893008315, + "TN": 1018081, + "TP": 28458, + "n_pred": 32260, + "n_ref": 29509 + }, + "8": { + "Dice": 0.9370528616852146, + "FN": 3014, + "FP": 2054, + "IoU": 0.8815611124094415, + "TN": 1008602, + "TP": 37722, + "n_pred": 39776, + "n_ref": 40736 + }, + "9": { + "Dice": 0.8525265214963708, + "FN": 5073, + "FP": 3379, + "IoU": 0.7429596739857673, + "TN": 1018510, + "TP": 24430, + "n_pred": 27809, + "n_ref": 29503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9307455473712927, + "FN": 978, + "FP": 799, + "IoU": 0.8704621664965738, + "TN": 1212906, + "TP": 11941, + "n_pred": 12740, + "n_ref": 12919 + }, + "10": { + "Dice": 0.8361561775717596, + "FN": 2433, + "FP": 1243, + "IoU": 0.7184436274509803, + "TN": 1213568, + "TP": 9380, + "n_pred": 10623, + "n_ref": 11813 + }, + "11": { + "Dice": 0.7923779277491068, + "FN": 440, + "FP": 83, + "IoU": 0.6561472715318869, + "TN": 1225103, + "TP": 998, + "n_pred": 1081, + "n_ref": 1438 + }, + "12": { + "Dice": 0.6654611211573237, + "FN": 741, + "FP": 369, + "IoU": 0.4986449864498645, + "TN": 1224410, + "TP": 1104, + "n_pred": 1473, + "n_ref": 1845 + }, + "13": { + "Dice": 0.8626229054147625, + "FN": 1052, + "FP": 6884, + "IoU": 0.7584317545354925, + "TN": 1193772, + "TP": 24916, + "n_pred": 31800, + "n_ref": 25968 + }, + "14": { + "Dice": 0.9585024076178109, + "FN": 6747, + "FP": 156, + "IoU": 0.9203116883116883, + "TN": 1139999, + "TP": 79722, + "n_pred": 79878, + "n_ref": 86469 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9288644631937456, + "FN": 541, + "FP": 1297, + "IoU": 0.867177337765573, + "TN": 1212786, + "TP": 12000, + "n_pred": 13297, + "n_ref": 12541 + }, + "3": { + "Dice": 0.9552359859001154, + "FN": 551, + "FP": 884, + "IoU": 0.9143078944225487, + "TN": 1209878, + "TP": 15311, + "n_pred": 16195, + "n_ref": 15862 + }, + "4": { + "Dice": 0.9372383359106853, + "FN": 1742, + "FP": 1586, + "IoU": 0.8818894843311921, + "TN": 1198447, + "TP": 24849, + "n_pred": 26435, + "n_ref": 26591 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670745010888652, + "FN": 5171, + "FP": 2948, + "IoU": 0.9362480663981217, + "TN": 1099271, + "TP": 119234, + "n_pred": 122182, + "n_ref": 124405 + }, + "7": { + "Dice": 0.9409650828933963, + "FN": 1315, + "FP": 1872, + "IoU": 0.8885118589519345, + "TN": 1198038, + "TP": 25399, + "n_pred": 27271, + "n_ref": 26714 + }, + "8": { + "Dice": 0.9330028781579789, + "FN": 1224, + "FP": 452, + "IoU": 0.8744193016634197, + "TN": 1213278, + "TP": 11670, + "n_pred": 12122, + "n_ref": 12894 + }, + "9": { + "Dice": 0.9193504552248947, + "FN": 1519, + "FP": 3229, + "IoU": 0.8507387613957875, + "TN": 1194814, + "TP": 27062, + "n_pred": 30291, + "n_ref": 28581 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.7828978622327791, + "FN": 303, + "FP": 1068, + "IoU": 0.6432474629195941, + "TN": 872317, + "TP": 2472, + "n_pred": 3540, + "n_ref": 2775 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.6632756866734486, + "FN": 449, + "FP": 875, + "IoU": 0.4961948249619482, + "TN": 873532, + "TP": 1304, + "n_pred": 2179, + "n_ref": 1753 + }, + "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": 0.9659988182843637, + "FN": 778, + "FP": 488, + "IoU": 0.9342337662337662, + "TN": 856910, + "TP": 17984, + "n_pred": 18472, + "n_ref": 18762 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.24, + "FN": 152, + "FP": 0, + "IoU": 0.13636363636363635, + "TN": 875984, + "TP": 24, + "n_pred": 24, + "n_ref": 176 + }, + "5": { + "Dice": 0.8798445428047069, + "FN": 307, + "FP": 806, + "IoU": 0.7854664610639939, + "TN": 870972, + "TP": 4075, + "n_pred": 4881, + "n_ref": 4382 + }, + "6": { + "Dice": 0.9434160962371907, + "FN": 4250, + "FP": 11117, + "IoU": 0.8928927394004447, + "TN": 732687, + "TP": 128106, + "n_pred": 139223, + "n_ref": 132356 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9262369725791764, + "FN": 416, + "FP": 313, + "IoU": 0.8626083678854127, + "TN": 870854, + "TP": 4577, + "n_pred": 4890, + "n_ref": 4993 + }, + "9": { + "Dice": 0.8680770098370946, + "FN": 7750, + "FP": 5701, + "IoU": 0.7669046546286348, + "TN": 818454, + "TP": 44255, + "n_pred": 49956, + "n_ref": 52005 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730437058361685, + "FN": 199, + "FP": 213, + "IoU": 0.9475025484199796, + "TN": 1043544, + "TP": 7436, + "n_pred": 7649, + "n_ref": 7635 + }, + "10": { + "Dice": 0.7915252723700661, + "FN": 2388, + "FP": 6950, + "IoU": 0.6549787548494366, + "TN": 1024327, + "TP": 17727, + "n_pred": 24677, + "n_ref": 20115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7205634987384356, + "FN": 1292, + "FP": 1366, + "IoU": 0.5631881676253081, + "TN": 1045307, + "TP": 3427, + "n_pred": 4793, + "n_ref": 4719 + }, + "13": { + "Dice": 0.6161327458219206, + "FN": 11954, + "FP": 7386, + "IoU": 0.4452253234273257, + "TN": 1016531, + "TP": 15521, + "n_pred": 22907, + "n_ref": 27475 + }, + "14": { + "Dice": 0.7055780113177041, + "FN": 2190, + "FP": 1452, + "IoU": 0.5450911816137897, + "TN": 1043386, + "TP": 4364, + "n_pred": 5816, + "n_ref": 6554 + }, + "15": { + "Dice": 0.03381785820231385, + "FN": 109, + "FP": 3148, + "IoU": 0.0171997585998793, + "TN": 1048078, + "TP": 57, + "n_pred": 3205, + "n_ref": 166 + }, + "2": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "3": { + "Dice": 0.9843327467055845, + "FN": 324, + "FP": 406, + "IoU": 0.9691488462513735, + "TN": 1027730, + "TP": 22932, + "n_pred": 23338, + "n_ref": 23256 + }, + "4": { + "Dice": 0.9357887392435038, + "FN": 1882, + "FP": 1155, + "IoU": 0.8793261016410379, + "TN": 1026225, + "TP": 22130, + "n_pred": 23285, + "n_ref": 24012 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.97795503735251, + "FN": 631, + "FP": 1895, + "IoU": 0.9568610707881479, + "TN": 992837, + "TP": 56029, + "n_pred": 57924, + "n_ref": 56660 + }, + "7": { + "Dice": 0.17743618279195938, + "FN": 23331, + "FP": 321, + "IoU": 0.0973552646643514, + "TN": 1025189, + "TP": 2551, + "n_pred": 2872, + "n_ref": 25882 + }, + "8": { + "Dice": 0.9578873009835353, + "FN": 213, + "FP": 562, + "IoU": 0.919178225049536, + "TN": 1041803, + "TP": 8814, + "n_pred": 9376, + "n_ref": 9027 + }, + "9": { + "Dice": 0.7822953198693917, + "FN": 253, + "FP": 8748, + "IoU": 0.6424343542684623, + "TN": 1026219, + "TP": 16172, + "n_pred": 24920, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1496, + "IoU": 0.0, + "TN": 1049896, + "TP": 0, + "n_pred": 1496, + "n_ref": 0 + }, + "10": { + "Dice": 0.8501028860866353, + "FN": 10615, + "FP": 3590, + "IoU": 0.7392860420299165, + "TN": 996907, + "TP": 40280, + "n_pred": 43870, + "n_ref": 50895 + }, + "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": 0.8606412466988236, + "FN": 3675, + "FP": 2710, + "IoU": 0.7553733573426306, + "TN": 1025291, + "TP": 19716, + "n_pred": 22426, + "n_ref": 23391 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 1050816, + "TP": 0, + "n_pred": 576, + "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": 0.8907793608185927, + "FN": 23404, + "FP": 399, + "IoU": 0.8030677841299257, + "TN": 930523, + "TP": 97066, + "n_pred": 97465, + "n_ref": 120470 + }, + "7": { + "Dice": 0.7633602576988749, + "FN": 1937, + "FP": 17604, + "IoU": 0.6172858849566188, + "TN": 1000333, + "TP": 31518, + "n_pred": 49122, + "n_ref": 33455 + }, + "8": { + "Dice": 0.945174444947893, + "FN": 36, + "FP": 85, + "IoU": 0.8960481099656358, + "TN": 1050228, + "TP": 1043, + "n_pred": 1128, + "n_ref": 1079 + }, + "9": { + "Dice": 0.871618451915559, + "FN": 762, + "FP": 59, + "IoU": 0.772450110864745, + "TN": 1047784, + "TP": 2787, + "n_pred": 2846, + "n_ref": 3549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19930660503155836, + "FN": 334, + "FP": 26687, + "IoU": 0.11068325434439179, + "TN": 1546704, + "TP": 3363, + "n_pred": 30050, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4150, + "IoU": 0.0, + "TN": 1572938, + "TP": 0, + "n_pred": 4150, + "n_ref": 0 + }, + "11": { + "Dice": 0.837192474674385, + "FN": 529, + "FP": 371, + "IoU": 0.7199751088985687, + "TN": 1573874, + "TP": 2314, + "n_pred": 2685, + "n_ref": 2843 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4458909682668836, + "FN": 0, + "FP": 1362, + "IoU": 0.2869109947643979, + "TN": 1575178, + "TP": 548, + "n_pred": 1910, + "n_ref": 548 + }, + "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": 0.9802124091671325, + "FN": 245, + "FP": 109, + "IoU": 0.9611927208945407, + "TN": 1567966, + "TP": 8768, + "n_pred": 8877, + "n_ref": 9013 + }, + "3": { + "Dice": 0.9240831153250129, + "FN": 318, + "FP": 8794, + "IoU": 0.8588796481283588, + "TN": 1512519, + "TP": 55457, + "n_pred": 64251, + "n_ref": 55775 + }, + "4": { + "Dice": 0.7717882661741117, + "FN": 13604, + "FP": 481, + "IoU": 0.6283837264524299, + "TN": 1539186, + "TP": 23817, + "n_pred": 24298, + "n_ref": 37421 + }, + "5": { + "Dice": 0.6727990557206236, + "FN": 5630, + "FP": 2409, + "IoU": 0.5069308145240432, + "TN": 1560784, + "TP": 8265, + "n_pred": 10674, + "n_ref": 13895 + }, + "6": { + "Dice": 0.8366743194489997, + "FN": 43458, + "FP": 6340, + "IoU": 0.7192090172484762, + "TN": 1399739, + "TP": 127551, + "n_pred": 133891, + "n_ref": 171009 + }, + "7": { + "Dice": 0.8181674909380183, + "FN": 4348, + "FP": 19881, + "IoU": 0.6922871766214963, + "TN": 1498349, + "TP": 54510, + "n_pred": 74391, + "n_ref": 58858 + }, + "8": { + "Dice": 0.9642204443000447, + "FN": 1967, + "FP": 1557, + "IoU": 0.9309127979924717, + "TN": 1526080, + "TP": 47484, + "n_pred": 49041, + "n_ref": 49451 + }, + "9": { + "Dice": 0.9624422398878743, + "FN": 175, + "FP": 1540, + "IoU": 0.9276035290641226, + "TN": 1553399, + "TP": 21974, + "n_pred": 23514, + "n_ref": 22149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9870371288355723, + "FN": 781, + "FP": 1311, + "IoU": 0.9744060290195503, + "TN": 1495350, + "TP": 79646, + "n_pred": 80957, + "n_ref": 80427 + }, + "10": { + "Dice": 0.7917113254733833, + "FN": 824, + "FP": 925, + "IoU": 0.6552335895919574, + "TN": 1572015, + "TP": 3324, + "n_pred": 4249, + "n_ref": 4148 + }, + "11": { + "Dice": 0.825368626754308, + "FN": 429, + "FP": 554, + "IoU": 0.7026618269812462, + "TN": 1573782, + "TP": 2323, + "n_pred": 2877, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8780977512620468, + "FN": 4265, + "FP": 4235, + "IoU": 0.7826865061103441, + "TN": 1537974, + "TP": 30614, + "n_pred": 34849, + "n_ref": 34879 + }, + "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": 0.9223800027506532, + "FN": 8448, + "FP": 582, + "IoU": 0.8559418024025653, + "TN": 1514405, + "TP": 53653, + "n_pred": 54235, + "n_ref": 62101 + }, + "3": { + "Dice": 0.3362566351257789, + "FN": 176, + "FP": 5576, + "IoU": 0.2021084755167152, + "TN": 1569879, + "TP": 1457, + "n_pred": 7033, + "n_ref": 1633 + }, + "4": { + "Dice": 0.8, + "FN": 0, + "FP": 8, + "IoU": 0.6666666666666666, + "TN": 1577064, + "TP": 16, + "n_pred": 24, + "n_ref": 16 + }, + "5": { + "Dice": 0.36363636363636365, + "FN": 0, + "FP": 14, + "IoU": 0.2222222222222222, + "TN": 1577070, + "TP": 4, + "n_pred": 18, + "n_ref": 4 + }, + "6": { + "Dice": 0.9837765064957893, + "FN": 2858, + "FP": 5264, + "IoU": 0.9680710127094824, + "TN": 1322711, + "TP": 246255, + "n_pred": 251519, + "n_ref": 249113 + }, + "7": { + "Dice": 0.9271013656472399, + "FN": 537, + "FP": 979, + "IoU": 0.8641089996414485, + "TN": 1565932, + "TP": 9640, + "n_pred": 10619, + "n_ref": 10177 + }, + "8": { + "Dice": 0.9414207539960058, + "FN": 3971, + "FP": 4154, + "IoU": 0.8893247789900971, + "TN": 1503675, + "TP": 65288, + "n_pred": 69442, + "n_ref": 69259 + }, + "9": { + "Dice": 0.9378424556648796, + "FN": 2126, + "FP": 1039, + "IoU": 0.8829598402485024, + "TN": 1550046, + "TP": 23877, + "n_pred": 24916, + "n_ref": 26003 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2053760193295077, + "FN": 7893, + "FP": 0, + "IoU": 0.1144395826321104, + "TN": 1568175, + "TP": 1020, + "n_pred": 1020, + "n_ref": 8913 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 48, + "IoU": 0.0, + "TN": 1576959, + "TP": 0, + "n_pred": 48, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15, + "FN": 56, + "FP": 12, + "IoU": 0.08108108108108109, + "TN": 1577014, + "TP": 6, + "n_pred": 18, + "n_ref": 62 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 1576145, + "TP": 0, + "n_pred": 943, + "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": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9459735221131923, + "FN": 5493, + "FP": 7374, + "IoU": 0.8974855394617334, + "TN": 1451574, + "TP": 112647, + "n_pred": 120021, + "n_ref": 118140 + }, + "4": { + "Dice": 0.8614331991159819, + "FN": 519, + "FP": 4058, + "IoU": 0.7565943416294405, + "TN": 1558284, + "TP": 14227, + "n_pred": 18285, + "n_ref": 14746 + }, + "5": { + "Dice": 0.7340103785298144, + "FN": 6300, + "FP": 2055, + "IoU": 0.579791781924257, + "TN": 1557205, + "TP": 11528, + "n_pred": 13583, + "n_ref": 17828 + }, + "6": { + "Dice": 0.8577823569119267, + "FN": 62112, + "FP": 17948, + "IoU": 0.7509797822706066, + "TN": 1255588, + "TP": 241440, + "n_pred": 259388, + "n_ref": 303552 + }, + "7": { + "Dice": 0.6456123952978394, + "FN": 15360, + "FP": 4356, + "IoU": 0.4766821499668215, + "TN": 1539413, + "TP": 17959, + "n_pred": 22315, + "n_ref": 33319 + }, + "8": { + "Dice": 0.9639216504888146, + "FN": 2870, + "FP": 241, + "IoU": 0.9303559435862996, + "TN": 1532418, + "TP": 41559, + "n_pred": 41800, + "n_ref": 44429 + }, + "9": { + "Dice": 0.636910476712973, + "FN": 8005, + "FP": 10526, + "IoU": 0.4672550597976081, + "TN": 1542304, + "TP": 16253, + "n_pred": 26779, + "n_ref": 24258 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36444444444444446, + "FN": 5, + "FP": 138, + "IoU": 0.22282608695652173, + "TN": 1226440, + "TP": 41, + "n_pred": 179, + "n_ref": 46 + }, + "10": { + "Dice": 0.8345798504179498, + "FN": 1810, + "FP": 4206, + "IoU": 0.7161192902982257, + "TN": 1205432, + "TP": 15176, + "n_pred": 19382, + "n_ref": 16986 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7127659574468085, + "FN": 954, + "FP": 1260, + "IoU": 0.5537190082644629, + "TN": 1221663, + "TP": 2747, + "n_pred": 4007, + "n_ref": 3701 + }, + "13": { + "Dice": 0.6286649393154234, + "FN": 4460, + "FP": 6432, + "IoU": 0.45843277645186953, + "TN": 1206512, + "TP": 9220, + "n_pred": 15652, + "n_ref": 13680 + }, + "14": { + "Dice": 0.8786893002898207, + "FN": 215, + "FP": 1836, + "IoU": 0.783626964869712, + "TN": 1217145, + "TP": 7428, + "n_pred": 9264, + "n_ref": 7643 + }, + "15": { + "Dice": 0.8606361780117592, + "FN": 4829, + "FP": 836, + "IoU": 0.7553655482143629, + "TN": 1203467, + "TP": 17492, + "n_pred": 18328, + "n_ref": 22321 + }, + "2": { + "Dice": 0.9129607536613461, + "FN": 15380, + "FP": 1546, + "IoU": 0.8398599744547992, + "TN": 1120929, + "TP": 88769, + "n_pred": 90315, + "n_ref": 104149 + }, + "3": { + "Dice": 0.44273628672791776, + "FN": 151, + "FP": 12101, + "IoU": 0.28430398971902565, + "TN": 1209505, + "TP": 4867, + "n_pred": 16968, + "n_ref": 5018 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 472, + "IoU": 0.0, + "TN": 1226152, + "TP": 0, + "n_pred": 472, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715538124351136, + "FN": 1904, + "FP": 562, + "IoU": 0.94468123289515, + "TN": 1182046, + "TP": 42112, + "n_pred": 42674, + "n_ref": 44016 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": 0.9537914098130607, + "FN": 1404, + "FP": 440, + "IoU": 0.9116646706586826, + "TN": 1205749, + "TP": 19031, + "n_pred": 19471, + "n_ref": 20435 + }, + "9": { + "Dice": 0.9226185809486476, + "FN": 403, + "FP": 2558, + "IoU": 0.8563527870761171, + "TN": 1206011, + "TP": 17652, + "n_pred": 20210, + "n_ref": 18055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1051377, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "10": { + "Dice": 0.8993097238895558, + "FN": 293, + "FP": 1049, + "IoU": 0.8170415814587594, + "TN": 1044057, + "TP": 5993, + "n_pred": 7042, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8307057610137026, + "FN": 463, + "FP": 686, + "IoU": 0.7104334677419355, + "TN": 1047424, + "TP": 2819, + "n_pred": 3505, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9017580144777663, + "FN": 56, + "FP": 609, + "IoU": 0.8210922787193974, + "TN": 1047675, + "TP": 3052, + "n_pred": 3661, + "n_ref": 3108 + }, + "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": 0.8323302454578043, + "FN": 16368, + "FP": 1406, + "IoU": 0.7128130554209081, + "TN": 989502, + "TP": 44116, + "n_pred": 45522, + "n_ref": 60484 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15379, + "IoU": 0.0, + "TN": 1036013, + "TP": 0, + "n_pred": 15379, + "n_ref": 0 + }, + "4": { + "Dice": 0.9669139291180973, + "FN": 1378, + "FP": 589, + "IoU": 0.9359471164805107, + "TN": 1020683, + "TP": 28742, + "n_pred": 29331, + "n_ref": 30120 + }, + "5": { + "Dice": 0.9293078055964654, + "FN": 171, + "FP": 21, + "IoU": 0.8679504814305364, + "TN": 1049938, + "TP": 1262, + "n_pred": 1283, + "n_ref": 1433 + }, + "6": { + "Dice": 0.9555546946936805, + "FN": 5920, + "FP": 8995, + "IoU": 0.9148920387108554, + "TN": 876144, + "TP": 160333, + "n_pred": 169328, + "n_ref": 166253 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1051381, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": 0.9676312478554272, + "FN": 99, + "FP": 184, + "IoU": 0.9372922667848438, + "TN": 1046879, + "TP": 4230, + "n_pred": 4414, + "n_ref": 4329 + }, + "9": { + "Dice": 0.854667033985324, + "FN": 7073, + "FP": 4533, + "IoU": 0.746217090877285, + "TN": 1005660, + "TP": 34126, + "n_pred": 38659, + "n_ref": 41199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775861245488227, + "FN": 1360, + "FP": 1925, + "IoU": 0.9561549857854064, + "TN": 976469, + "TP": 71638, + "n_pred": 73563, + "n_ref": 72998 + }, + "10": { + "Dice": 0.8470138446388229, + "FN": 2262, + "FP": 379, + "IoU": 0.7346262057877814, + "TN": 1041440, + "TP": 7311, + "n_pred": 7690, + "n_ref": 9573 + }, + "11": { + "Dice": 0.8028341993386868, + "FN": 1292, + "FP": 795, + "IoU": 0.6706123737373737, + "TN": 1045056, + "TP": 4249, + "n_pred": 5044, + "n_ref": 5541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8352792047501502, + "FN": 4516, + "FP": 422, + "IoU": 0.7171497307824493, + "TN": 1033934, + "TP": 12520, + "n_pred": 12942, + "n_ref": 17036 + }, + "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": 0.9054545454545454, + "FN": 19, + "FP": 397, + "IoU": 0.8272425249169435, + "TN": 1048984, + "TP": 1992, + "n_pred": 2389, + "n_ref": 2011 + }, + "3": { + "Dice": 0.9797977692067132, + "FN": 638, + "FP": 331, + "IoU": 0.9603956349368538, + "TN": 1026925, + "TP": 23498, + "n_pred": 23829, + "n_ref": 24136 + }, + "4": { + "Dice": 0.9447988505747127, + "FN": 1819, + "FP": 2023, + "IoU": 0.8953732196835598, + "TN": 1014671, + "TP": 32879, + "n_pred": 34902, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670982782030006, + "FN": 3611, + "FP": 7948, + "IoU": 0.9362926382971688, + "TN": 869953, + "TP": 169880, + "n_pred": 177828, + "n_ref": 173491 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1051373, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": 0.9740651236951593, + "FN": 373, + "FP": 668, + "IoU": 0.9494414764448762, + "TN": 1030802, + "TP": 19549, + "n_pred": 20217, + "n_ref": 19922 + }, + "9": { + "Dice": 0.9562318223735546, + "FN": 1086, + "FP": 765, + "IoU": 0.9161342938697838, + "TN": 1029321, + "TP": 20220, + "n_pred": 20985, + "n_ref": 21306 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721986472237224, + "FN": 695, + "FP": 1467, + "IoU": 0.945901311180062, + "TN": 1186660, + "TP": 37802, + "n_pred": 39269, + "n_ref": 38497 + }, + "10": { + "Dice": 0.7416413373860182, + "FN": 376, + "FP": 49, + "IoU": 0.5893719806763285, + "TN": 1225589, + "TP": 610, + "n_pred": 659, + "n_ref": 986 + }, + "11": { + "Dice": 0.8223268634432066, + "FN": 900, + "FP": 647, + "IoU": 0.6982640920616345, + "TN": 1221497, + "TP": 3580, + "n_pred": 4227, + "n_ref": 4480 + }, + "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": 0.9332107250024199, + "FN": 396, + "FP": 2364, + "IoU": 0.8747845023137646, + "TN": 1204582, + "TP": 19282, + "n_pred": 21646, + "n_ref": 19678 + }, + "15": { + "Dice": 0.886086800226748, + "FN": 5998, + "FP": 2241, + "IoU": 0.7954720353498994, + "TN": 1186341, + "TP": 32044, + "n_pred": 34285, + "n_ref": 38042 + }, + "2": { + "Dice": 0.940714526699639, + "FN": 6394, + "FP": 1865, + "IoU": 0.888065163179009, + "TN": 1152840, + "TP": 65525, + "n_pred": 67390, + "n_ref": 71919 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3251, + "IoU": 0.0, + "TN": 1223373, + "TP": 0, + "n_pred": 3251, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6854897660818714, + "FN": 3301, + "FP": 141, + "IoU": 0.5214792159043514, + "TN": 1219431, + "TP": 3751, + "n_pred": 3892, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9673471590679098, + "FN": 2234, + "FP": 2606, + "IoU": 0.9367593064429723, + "TN": 1150091, + "TP": 71693, + "n_pred": 74299, + "n_ref": 73927 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9684162793334089, + "FN": 1297, + "FP": 1489, + "IoU": 0.9387665391885358, + "TN": 1181126, + "TP": 42712, + "n_pred": 44201, + "n_ref": 44009 + }, + "9": { + "Dice": 0.9329760681250918, + "FN": 526, + "FP": 1300, + "IoU": 0.8743722050223598, + "TN": 1212089, + "TP": 12709, + "n_pred": 14009, + "n_ref": 13235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1804, + "IoU": 0.0, + "TN": 1224820, + "TP": 0, + "n_pred": 1804, + "n_ref": 0 + }, + "10": { + "Dice": 0.4272280785816962, + "FN": 5877, + "FP": 32375, + "IoU": 0.27164019955063023, + "TN": 1174106, + "TP": 14266, + "n_pred": 46641, + "n_ref": 20143 + }, + "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": 0.25138869392584273, + "FN": 35365, + "FP": 1966, + "IoU": 0.14376476524690934, + "TN": 1183025, + "TP": 6268, + "n_pred": 8234, + "n_ref": 41633 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9723, + "IoU": 0.0, + "TN": 1216901, + "TP": 0, + "n_pred": 9723, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8617871222076215, + "FN": 10035, + "FP": 483, + "IoU": 0.7571405481539634, + "TN": 1183315, + "TP": 32791, + "n_pred": 33274, + "n_ref": 42826 + }, + "3": { + "Dice": 0.8532174142132648, + "FN": 1093, + "FP": 10050, + "IoU": 0.7440097406326817, + "TN": 1183095, + "TP": 32386, + "n_pred": 42436, + "n_ref": 33479 + }, + "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": 0.7837977452976389, + "FN": 1198, + "FP": 5917, + "IoU": 0.6444633220067959, + "TN": 1206612, + "TP": 12897, + "n_pred": 18814, + "n_ref": 14095 + }, + "7": { + "Dice": 0.9396093471608421, + "FN": 10000, + "FP": 6439, + "IoU": 0.8860973497315088, + "TN": 1082299, + "TP": 127886, + "n_pred": 134325, + "n_ref": 137886 + }, + "8": { + "Dice": 0.9577874818049491, + "FN": 14, + "FP": 247, + "IoU": 0.9189944134078212, + "TN": 1223402, + "TP": 2961, + "n_pred": 3208, + "n_ref": 2975 + }, + "9": { + "Dice": 0.8559085355210333, + "FN": 0, + "FP": 3302, + "IoU": 0.7481119841330384, + "TN": 1213515, + "TP": 9807, + "n_pred": 13109, + "n_ref": 9807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9832322268420693, + "FN": 2173, + "FP": 1763, + "IoU": 0.9670174968157136, + "TN": 1107288, + "TP": 115400, + "n_pred": 117163, + "n_ref": 117573 + }, + "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": 0.7393136664659844, + "FN": 39, + "FP": 394, + "IoU": 0.5864374403056352, + "TN": 1225577, + "TP": 614, + "n_pred": 1008, + "n_ref": 653 + }, + "14": { + "Dice": 0.945821495052415, + "FN": 415, + "FP": 138, + "IoU": 0.8972118959107807, + "TN": 1221244, + "TP": 4827, + "n_pred": 4965, + "n_ref": 5242 + }, + "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": 2092, + "IoU": 0.0, + "TN": 1224532, + "TP": 0, + "n_pred": 2092, + "n_ref": 0 + }, + "4": { + "Dice": 0.8514278017241379, + "FN": 1521, + "FP": 685, + "IoU": 0.7412923654274657, + "TN": 1218097, + "TP": 6321, + "n_pred": 7006, + "n_ref": 7842 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709422641278393, + "FN": 5782, + "FP": 3710, + "IoU": 0.9435255479663962, + "TN": 1058548, + "TP": 158584, + "n_pred": 162294, + "n_ref": 164366 + }, + "7": { + "Dice": 0.9541440342903595, + "FN": 1743, + "FP": 739, + "IoU": 0.9123092142453364, + "TN": 1198320, + "TP": 25822, + "n_pred": 26561, + "n_ref": 27565 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9056152927120669, + "FN": 21, + "FP": 58, + "IoU": 0.8275109170305677, + "TN": 1401398, + "TP": 379, + "n_pred": 437, + "n_ref": 400 + }, + "10": { + "Dice": 0.8700148429325741, + "FN": 4662, + "FP": 6022, + "IoU": 0.7699347531169922, + "TN": 1355417, + "TP": 35755, + "n_pred": 41777, + "n_ref": 40417 + }, + "11": { + "Dice": 0.7942845958113134, + "FN": 644, + "FP": 407, + "IoU": 0.6587662337662338, + "TN": 1398776, + "TP": 2029, + "n_pred": 2436, + "n_ref": 2673 + }, + "12": { + "Dice": 0.7961063792803754, + "FN": 931, + "FP": 242, + "IoU": 0.6612763499855616, + "TN": 1398393, + "TP": 2290, + "n_pred": 2532, + "n_ref": 3221 + }, + "13": { + "Dice": 0.844570476719283, + "FN": 3760, + "FP": 4078, + "IoU": 0.7309580201146466, + "TN": 1372723, + "TP": 21295, + "n_pred": 25373, + "n_ref": 25055 + }, + "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": 0.9692882864285878, + "FN": 505, + "FP": 834, + "IoU": 0.9404067826783569, + "TN": 1379387, + "TP": 21130, + "n_pred": 21964, + "n_ref": 21635 + }, + "3": { + "Dice": 0.9576647979895612, + "FN": 1217, + "FP": 973, + "IoU": 0.9187685459940653, + "TN": 1374896, + "TP": 24770, + "n_pred": 25743, + "n_ref": 25987 + }, + "4": { + "Dice": 0.749379652605459, + "FN": 1008, + "FP": 4345, + "IoU": 0.5992063492063492, + "TN": 1388500, + "TP": 8003, + "n_pred": 12348, + "n_ref": 9011 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1401727, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763332033260027, + "FN": 2013, + "FP": 5208, + "IoU": 0.9537607417747781, + "TN": 1245690, + "TP": 148945, + "n_pred": 154153, + "n_ref": 150958 + }, + "7": { + "Dice": 0.9539986220785415, + "FN": 6564, + "FP": 2116, + "IoU": 0.9120433703197041, + "TN": 1303171, + "TP": 90005, + "n_pred": 92121, + "n_ref": 96569 + }, + "8": { + "Dice": 0.9507996255039456, + "FN": 1311, + "FP": 1264, + "IoU": 0.906213578088578, + "TN": 1374400, + "TP": 24881, + "n_pred": 26145, + "n_ref": 26192 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0336.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": 224, + "FP": 3682, + "IoU": 0.0, + "TN": 872254, + "TP": 0, + "n_pred": 3682, + "n_ref": 224 + }, + "11": { + "Dice": 0.7815081268318679, + "FN": 643, + "FP": 997, + "IoU": 0.6413732779357096, + "TN": 871587, + "TP": 2933, + "n_pred": 3930, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8157428499114149, + "FN": 1307, + "FP": 149, + "IoU": 0.6888223979482796, + "TN": 871481, + "TP": 3223, + "n_pred": 3372, + "n_ref": 4530 + }, + "14": { + "Dice": 0.6169599246748662, + "FN": 8463, + "FP": 30591, + "IoU": 0.4460896944940856, + "TN": 805654, + "TP": 31452, + "n_pred": 62043, + "n_ref": 39915 + }, + "15": { + "Dice": 0.8921534006638887, + "FN": 391, + "FP": 2663, + "IoU": 0.8053040928216244, + "TN": 860474, + "TP": 12632, + "n_pred": 15295, + "n_ref": 13023 + }, + "2": { + "Dice": 0.9761840809383114, + "FN": 284, + "FP": 248, + "IoU": 0.9534761696545693, + "TN": 864725, + "TP": 10903, + "n_pred": 11151, + "n_ref": 11187 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9449626428430812, + "FN": 5177, + "FP": 694, + "IoU": 0.8956674722775092, + "TN": 819888, + "TP": 50401, + "n_pred": 51095, + "n_ref": 55578 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728125712481804, + "FN": 2660, + "FP": 5091, + "IoU": 0.9470643273256251, + "TN": 729737, + "TP": 138672, + "n_pred": 143763, + "n_ref": 141332 + }, + "7": { + "Dice": 0.9836065573770492, + "FN": 1022, + "FP": 1971, + "IoU": 0.967741935483871, + "TN": 783377, + "TP": 89790, + "n_pred": 91761, + "n_ref": 90812 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9088254573624933, + "FN": 1580, + "FP": 1480, + "IoU": 0.8328873354814046, + "TN": 857849, + "TP": 15251, + "n_pred": 16731, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807792207792208, + "FN": 1012, + "FP": 172, + "IoU": 0.9622833843017329, + "TN": 844768, + "TP": 30208, + "n_pred": 30380, + "n_ref": 31220 + }, + "10": { + "Dice": 0.7745503411205292, + "FN": 1981, + "FP": 2381, + "IoU": 0.632053985660059, + "TN": 864305, + "TP": 7493, + "n_pred": 9874, + "n_ref": 9474 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9052631578947369, + "FN": 506, + "FP": 583, + "IoU": 0.8269230769230769, + "TN": 869868, + "TP": 5203, + "n_pred": 5786, + "n_ref": 5709 + }, + "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": 0.9716781679772811, + "FN": 1884, + "FP": 2175, + "IoU": 0.9449164042992074, + "TN": 802472, + "TP": 69629, + "n_pred": 71804, + "n_ref": 71513 + }, + "4": { + "Dice": 0.0, + "FN": 53, + "FP": 0, + "IoU": 0.0, + "TN": 876107, + "TP": 0, + "n_pred": 0, + "n_ref": 53 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9958400089945751, + "FN": 37, + "FP": 1443, + "IoU": 0.9917144856543038, + "TN": 697535, + "TP": 177145, + "n_pred": 178588, + "n_ref": 177182 + }, + "7": { + "Dice": 0.964600360895871, + "FN": 1108, + "FP": 226, + "IoU": 0.9316213029883643, + "TN": 856651, + "TP": 18175, + "n_pred": 18401, + "n_ref": 19283 + }, + "8": { + "Dice": 0.9633351739370514, + "FN": 872, + "FP": 1120, + "IoU": 0.9292638755726004, + "TN": 847999, + "TP": 26169, + "n_pred": 27289, + "n_ref": 27041 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8281081081081081, + "FN": 62, + "FP": 97, + "IoU": 0.7066420664206642, + "TN": 1401314, + "TP": 383, + "n_pred": 480, + "n_ref": 445 + }, + "11": { + "Dice": 0.6296028880866426, + "FN": 584, + "FP": 955, + "IoU": 0.4594309799789252, + "TN": 1399009, + "TP": 1308, + "n_pred": 2263, + "n_ref": 1892 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9047391096218286, + "FN": 134, + "FP": 65, + "IoU": 0.826048951048951, + "TN": 1400712, + "TP": 945, + "n_pred": 1010, + "n_ref": 1079 + }, + "14": { + "Dice": 0.8394301667979096, + "FN": 2199, + "FP": 44, + "IoU": 0.7232913890944979, + "TN": 1393750, + "TP": 5863, + "n_pred": 5907, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8773842737573307, + "FN": 7776, + "FP": 838, + "IoU": 0.7815535211624781, + "TN": 1362423, + "TP": 30819, + "n_pred": 31657, + "n_ref": 38595 + }, + "2": { + "Dice": 0.9700230434760394, + "FN": 3455, + "FP": 2412, + "IoU": 0.9417910151599334, + "TN": 1301064, + "TP": 94925, + "n_pred": 97337, + "n_ref": 98380 + }, + "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": 0.940056535074624, + "FN": 2995, + "FP": 12464, + "IoU": 0.8868930902279845, + "TN": 1265180, + "TP": 121217, + "n_pred": 133681, + "n_ref": 124212 + }, + "7": { + "Dice": 0.7507620164126612, + "FN": 12179, + "FP": 10144, + "IoU": 0.600975975975976, + "TN": 1345912, + "TP": 33621, + "n_pred": 43765, + "n_ref": 45800 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9477133702301195, + "FN": 1277, + "FP": 877, + "IoU": 0.9006228373702422, + "TN": 1380181, + "TP": 19521, + "n_pred": 20398, + "n_ref": 20798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7722342733188721, + "FN": 101, + "FP": 4, + "IoU": 0.6289752650176679, + "TN": 1226341, + "TP": 178, + "n_pred": 182, + "n_ref": 279 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8249400479616307, + "FN": 29, + "FP": 44, + "IoU": 0.7020408163265306, + "TN": 1226379, + "TP": 172, + "n_pred": 216, + "n_ref": 201 + }, + "13": { + "Dice": 0.7537766300839251, + "FN": 1428, + "FP": 479, + "IoU": 0.6048487360132615, + "TN": 1221798, + "TP": 2919, + "n_pred": 3398, + "n_ref": 4347 + }, + "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": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9719272571520354, + "FN": 2367, + "FP": 779, + "IoU": 0.9453876332326494, + "TN": 1169018, + "TP": 54460, + "n_pred": 55239, + "n_ref": 56827 + }, + "4": { + "Dice": 0.7676847513125953, + "FN": 3721, + "FP": 394, + "IoU": 0.6229613340663368, + "TN": 1215710, + "TP": 6799, + "n_pred": 7193, + "n_ref": 10520 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829890205143023, + "FN": 1502, + "FP": 1324, + "IoU": 0.9665471074967151, + "TN": 1142147, + "TP": 81651, + "n_pred": 82975, + "n_ref": 83153 + }, + "7": { + "Dice": 0.9674579736483416, + "FN": 1236, + "FP": 1056, + "IoU": 0.9369671635223585, + "TN": 1190262, + "TP": 34070, + "n_pred": 35126, + "n_ref": 35306 + }, + "8": { + "Dice": 0.9667239031322162, + "FN": 928, + "FP": 196, + "IoU": 0.935591083605524, + "TN": 1209173, + "TP": 16327, + "n_pred": 16523, + "n_ref": 17255 + }, + "9": { + "Dice": 0.7272727272727273, + "FN": 1, + "FP": 8, + "IoU": 0.5714285714285714, + "TN": 1226603, + "TP": 12, + "n_pred": 20, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752641104963865, + "FN": 1068, + "FP": 859, + "IoU": 0.9517224101215082, + "TN": 1361941, + "TP": 37988, + "n_pred": 38847, + "n_ref": 39056 + }, + "10": { + "Dice": 0.824379336047245, + "FN": 1663, + "FP": 1400, + "IoU": 0.7012290284822473, + "TN": 1391604, + "TP": 7189, + "n_pred": 8589, + "n_ref": 8852 + }, + "11": { + "Dice": 0.5566806618918252, + "FN": 796, + "FP": 999, + "IoU": 0.3856947296372348, + "TN": 1398934, + "TP": 1127, + "n_pred": 2126, + "n_ref": 1923 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1401814, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": 0.8458367683429514, + "FN": 2808, + "FP": 1867, + "IoU": 0.7328571428571429, + "TN": 1384356, + "TP": 12825, + "n_pred": 14692, + "n_ref": 15633 + }, + "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": 0.9544602106593355, + "FN": 3387, + "FP": 3388, + "IoU": 0.9128875059467939, + "TN": 1324083, + "TP": 70998, + "n_pred": 74386, + "n_ref": 74385 + }, + "3": { + "Dice": 0.844280442804428, + "FN": 49, + "FP": 584, + "IoU": 0.7305236270753512, + "TN": 1399507, + "TP": 1716, + "n_pred": 2300, + "n_ref": 1765 + }, + "4": { + "Dice": 0.9362702114973168, + "FN": 1283, + "FP": 2351, + "IoU": 0.8801767343708784, + "TN": 1371528, + "TP": 26694, + "n_pred": 29045, + "n_ref": 27977 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970759551381417, + "FN": 2602, + "FP": 5415, + "IoU": 0.9431805295685207, + "TN": 1260760, + "TP": 133079, + "n_pred": 138494, + "n_ref": 135681 + }, + "7": { + "Dice": 0.9233953638940935, + "FN": 1264, + "FP": 6545, + "IoU": 0.8576921675110253, + "TN": 1346982, + "TP": 47065, + "n_pred": 53610, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9485336599570151, + "FN": 2008, + "FP": 219, + "IoU": 0.9021055870587719, + "TN": 1379107, + "TP": 20522, + "n_pred": 20741, + "n_ref": 22530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770619581643204, + "FN": 2494, + "FP": 390, + "IoU": 0.9551526272412023, + "TN": 1337549, + "TP": 61423, + "n_pred": 61813, + "n_ref": 63917 + }, + "10": { + "Dice": 0.9116017080039974, + "FN": 4032, + "FP": 2779, + "IoU": 0.8375626043405676, + "TN": 1359926, + "TP": 35119, + "n_pred": 37898, + "n_ref": 39151 + }, + "11": { + "Dice": 0.749068983862387, + "FN": 998, + "FP": 417, + "IoU": 0.5988091862772895, + "TN": 1398329, + "TP": 2112, + "n_pred": 2529, + "n_ref": 3110 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8874360432063673, + "FN": 1544, + "FP": 1228, + "IoU": 0.7976494634644865, + "TN": 1388157, + "TP": 10927, + "n_pred": 12155, + "n_ref": 12471 + }, + "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": 0.9741029562315946, + "FN": 1600, + "FP": 449, + "IoU": 0.9495133670075151, + "TN": 1361271, + "TP": 38536, + "n_pred": 38985, + "n_ref": 40136 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.90140218117071, + "FN": 631, + "FP": 1584, + "IoU": 0.8205024311183144, + "TN": 1389516, + "TP": 10125, + "n_pred": 11709, + "n_ref": 10756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963609909388035, + "FN": 4983, + "FP": 13800, + "IoU": 0.9297753019030172, + "TN": 1134386, + "TP": 248687, + "n_pred": 262487, + "n_ref": 253670 + }, + "7": { + "Dice": 0.9638481739737901, + "FN": 8659, + "FP": 2519, + "IoU": 0.9302190564777416, + "TN": 1241669, + "TP": 149009, + "n_pred": 151528, + "n_ref": 157668 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7820107060524362, + "FN": 5000, + "FP": 579, + "IoU": 0.6420505581932503, + "TN": 1386270, + "TP": 10007, + "n_pred": 10586, + "n_ref": 15007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1226527, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "10": { + "Dice": 0.7634878370343562, + "FN": 1884, + "FP": 7265, + "IoU": 0.6174527512962034, + "TN": 1202708, + "TP": 14767, + "n_pred": 22032, + "n_ref": 16651 + }, + "11": { + "Dice": 0.6559633027522935, + "FN": 23, + "FP": 127, + "IoU": 0.4880546075085324, + "TN": 1226331, + "TP": 143, + "n_pred": 270, + "n_ref": 166 + }, + "12": { + "Dice": 0.7013118062563067, + "FN": 338, + "FP": 846, + "IoU": 0.54001554001554, + "TN": 1224050, + "TP": 1390, + "n_pred": 2236, + "n_ref": 1728 + }, + "13": { + "Dice": 0.8261595501755592, + "FN": 11342, + "FP": 2818, + "IoU": 0.7038090656180057, + "TN": 1178817, + "TP": 33647, + "n_pred": 36465, + "n_ref": 44989 + }, + "14": { + "Dice": 0.954698844462624, + "FN": 660, + "FP": 1998, + "IoU": 0.9133242027000587, + "TN": 1195958, + "TP": 28008, + "n_pred": 30006, + "n_ref": 28668 + }, + "15": { + "Dice": 0.9320781696854147, + "FN": 1363, + "FP": 3197, + "IoU": 0.8727962508368667, + "TN": 1190776, + "TP": 31288, + "n_pred": 34485, + "n_ref": 32651 + }, + "2": { + "Dice": 0.9480262914958827, + "FN": 1835, + "FP": 3795, + "IoU": 0.9011881987468627, + "TN": 1169647, + "TP": 51347, + "n_pred": 55142, + "n_ref": 53182 + }, + "3": { + "Dice": 0.8896283971159179, + "FN": 162, + "FP": 236, + "IoU": 0.8011988011988012, + "TN": 1224622, + "TP": 1604, + "n_pred": 1840, + "n_ref": 1766 + }, + "4": { + "Dice": 0.36418464393412203, + "FN": 1923, + "FP": 818, + "IoU": 0.22263187748156552, + "TN": 1223098, + "TP": 785, + "n_pred": 1603, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558504254487101, + "FN": 4050, + "FP": 9046, + "IoU": 0.9154343867443272, + "TN": 1071762, + "TP": 141766, + "n_pred": 150812, + "n_ref": 145816 + }, + "7": { + "Dice": 0.7773873185637892, + "FN": 15895, + "FP": 1589, + "IoU": 0.635841039740065, + "TN": 1178612, + "TP": 30528, + "n_pred": 32117, + "n_ref": 46423 + }, + "8": { + "Dice": 0.9440132767120613, + "FN": 855, + "FP": 1439, + "IoU": 0.8939632060645281, + "TN": 1204990, + "TP": 19340, + "n_pred": 20779, + "n_ref": 20195 + }, + "9": { + "Dice": 0.8956982911019447, + "FN": 1691, + "FP": 1141, + "IoU": 0.8110992529348986, + "TN": 1211632, + "TP": 12160, + "n_pred": 13301, + "n_ref": 13851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6799904737426555, + "FN": 3415.333333333333, + "FP": 2898.624444444444, + "IoU": 0.598449297237456, + "TN": 1154302.057777778, + "TP": 19279.45111111111, + "n_pred": 22178.075555555562, + "n_ref": 22694.784444444438 + }, + "mean": { + "1": { + "Dice": 0.8547021451664892, + "FN": 2782.366666666667, + "FP": 2010.2, + "IoU": 0.7867674501534221, + "TN": 1154197.1, + "TP": 20905.8, + "n_pred": 22916.0, + "n_ref": 23688.166666666668 + }, + "10": { + "Dice": 0.6204772384876034, + "FN": 3780.1, + "FP": 3236.2, + "IoU": 0.5176605363641703, + "TN": 1159531.9333333333, + "TP": 13347.233333333334, + "n_pred": 16583.433333333334, + "n_ref": 17127.333333333332 + }, + "11": { + "Dice": 0.55656813613188, + "FN": 227.16666666666666, + "FP": 184.03333333333333, + "IoU": 0.4371457941643307, + "TN": 1178896.4, + "TP": 587.8666666666667, + "n_pred": 771.9, + "n_ref": 815.0333333333333 + }, + "12": { + "Dice": 0.4188070173016543, + "FN": 382.1333333333333, + "FP": 443.1666666666667, + "IoU": 0.3336068291742591, + "TN": 1178121.8333333333, + "TP": 948.3333333333334, + "n_pred": 1391.5, + "n_ref": 1330.4666666666667 + }, + "13": { + "Dice": 0.5202110651142524, + "FN": 6880.1, + "FP": 3203.9, + "IoU": 0.3949401772909593, + "TN": 1162879.5, + "TP": 6931.966666666666, + "n_pred": 10135.866666666667, + "n_ref": 13812.066666666668 + }, + "14": { + "Dice": 0.6155021900257575, + "FN": 2083.8333333333335, + "FP": 2996.1666666666665, + "IoU": 0.5250596949443055, + "TN": 1164100.2333333334, + "TP": 10715.233333333334, + "n_pred": 13711.4, + "n_ref": 12799.066666666668 + }, + "15": { + "Dice": 0.6610495781410631, + "FN": 3979.0666666666666, + "FP": 1656.5666666666666, + "IoU": 0.564904622244784, + "TN": 1164165.6, + "TP": 10094.233333333334, + "n_pred": 11750.8, + "n_ref": 14073.3 + }, + "2": { + "Dice": 0.7713314757524771, + "FN": 3087.8333333333335, + "FP": 2549.4666666666667, + "IoU": 0.7110921106842102, + "TN": 1149518.6333333333, + "TP": 24739.533333333333, + "n_pred": 27289.0, + "n_ref": 27827.366666666665 + }, + "3": { + "Dice": 0.8714218784284611, + "FN": 11546.0, + "FP": 2927.2, + "IoU": 0.8101286076143761, + "TN": 1135207.0333333334, + "TP": 30215.233333333334, + "n_pred": 33142.433333333334, + "n_ref": 41761.23333333333 + }, + "4": { + "Dice": 0.44344235270147586, + "FN": 2014.6333333333334, + "FP": 1451.1666666666667, + "IoU": 0.3867154107681477, + "TN": 1171337.9333333333, + "TP": 5091.733333333334, + "n_pred": 6542.9, + "n_ref": 7106.366666666667 + }, + "5": { + "Dice": 0.48365374398487765, + "FN": 867.4666666666667, + "FP": 521.0666666666667, + "IoU": 0.3970313858031819, + "TN": 1176143.8333333333, + "TP": 2363.1, + "n_pred": 2884.1666666666665, + "n_ref": 3230.5666666666666 + }, + "6": { + "Dice": 0.8771439673138813, + "FN": 3765.6666666666665, + "FP": 15286.133333333333, + "IoU": 0.8303796483638519, + "TN": 1064225.4333333333, + "TP": 96618.23333333334, + "n_pred": 111904.36666666667, + "n_ref": 100383.9 + }, + "7": { + "Dice": 0.7132397147246712, + "FN": 7375.433333333333, + "FP": 4197.633333333333, + "IoU": 0.6391234791129297, + "TN": 1133719.3666666667, + "TP": 34603.03333333333, + "n_pred": 38800.666666666664, + "n_ref": 41978.46666666667 + }, + "8": { + "Dice": 0.9247799606128267, + "FN": 1055.4666666666667, + "FP": 969.6666666666666, + "IoU": 0.868384486734599, + "TN": 1159607.7, + "TP": 18262.633333333335, + "n_pred": 19232.3, + "n_ref": 19318.1 + }, + "9": { + "Dice": 0.8675266422524636, + "FN": 1402.7333333333333, + "FP": 1846.8, + "IoU": 0.7737992251443121, + "TN": 1162878.3333333333, + "TP": 13767.6, + "n_pred": 15614.4, + "n_ref": 15170.333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7605321507760532, + "FN": 1045, + "FP": 467, + "IoU": 0.6135957066189625, + "TN": 1397943, + "TP": 2401, + "n_pred": 2868, + "n_ref": 3446 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6441, + "IoU": 0.0, + "TN": 1395415, + "TP": 0, + "n_pred": 6441, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1401701, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "12": { + "Dice": 0.011121408711770158, + "FN": 742, + "FP": 2459, + "IoU": 0.005591798695246971, + "TN": 1398637, + "TP": 18, + "n_pred": 2477, + "n_ref": 760 + }, + "13": { + "Dice": 0.004088402051914992, + "FN": 25505, + "FP": 316, + "IoU": 0.0020483883435108603, + "TN": 1375982, + "TP": 53, + "n_pred": 369, + "n_ref": 25558 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3693, + "IoU": 0.0, + "TN": 1398163, + "TP": 0, + "n_pred": 3693, + "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": 15274, + "IoU": 0.0, + "TN": 1386582, + "TP": 0, + "n_pred": 15274, + "n_ref": 0 + }, + "3": { + "Dice": 0.029680602440924436, + "FN": 298895, + "FP": 41, + "IoU": 0.015063853341592314, + "TN": 1098348, + "TP": 4572, + "n_pred": 4613, + "n_ref": 303467 + }, + "4": { + "Dice": 0.47138831486004135, + "FN": 1059, + "FP": 13010, + "IoU": 0.30837675744764526, + "TN": 1381514, + "TP": 6273, + "n_pred": 19283, + "n_ref": 7332 + }, + "5": { + "Dice": 0.7370233050847458, + "FN": 1192, + "FP": 794, + "IoU": 0.5835604948626546, + "TN": 1397087, + "TP": 2783, + "n_pred": 3577, + "n_ref": 3975 + }, + "6": { + "Dice": 0.1512696047804425, + "FN": 767, + "FP": 264126, + "IoU": 0.08182350718719995, + "TN": 1113357, + "TP": 23606, + "n_pred": 287732, + "n_ref": 24373 + }, + "7": { + "Dice": 0.2890398912782796, + "FN": 32554, + "FP": 11913, + "IoU": 0.16893432512241618, + "TN": 1348350, + "TP": 9039, + "n_pred": 20952, + "n_ref": 41593 + }, + "8": { + "Dice": 0.8777463979704179, + "FN": 2907, + "FP": 2201, + "IoU": 0.78212838558328, + "TN": 1378411, + "TP": 18337, + "n_pred": 20538, + "n_ref": 21244 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "11": { + "Dice": 0.7387073347857661, + "FN": 819, + "FP": 980, + "IoU": 0.5856748042376785, + "TN": 1047050, + "TP": 2543, + "n_pred": 3523, + "n_ref": 3362 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.6801640450604787, + "FN": 5501, + "FP": 660, + "IoU": 0.5153398363750786, + "TN": 1038680, + "TP": 6551, + "n_pred": 7211, + "n_ref": 12052 + }, + "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": 0.9255548300422549, + "FN": 8891, + "FP": 1028, + "IoU": 0.8614258371868844, + "TN": 979813, + "TP": 61660, + "n_pred": 62688, + "n_ref": 70551 + }, + "3": { + "Dice": 0.7595508604079463, + "FN": 491, + "FP": 6747, + "IoU": 0.6123192287091591, + "TN": 1032722, + "TP": 11432, + "n_pred": 18179, + "n_ref": 11923 + }, + "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": 35, + "IoU": 0.0, + "TN": 1051357, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614205046529688, + "FN": 2015, + "FP": 916, + "IoU": 0.9257071884822062, + "TN": 1011940, + "TP": 36521, + "n_pred": 37437, + "n_ref": 38536 + }, + "7": { + "Dice": 0.7973199329983249, + "FN": 427, + "FP": 420, + "IoU": 0.6629526462395543, + "TN": 1048879, + "TP": 1666, + "n_pred": 2086, + "n_ref": 2093 + }, + "8": { + "Dice": 0.583828045035824, + "FN": 433, + "FP": 1600, + "IoU": 0.4122578779994218, + "TN": 1047933, + "TP": 1426, + "n_pred": 3026, + "n_ref": 1859 + }, + "9": { + "Dice": 0.9205400884215558, + "FN": 2954, + "FP": 3031, + "IoU": 0.8527783927385433, + "TN": 1010739, + "TP": 34668, + "n_pred": 37699, + "n_ref": 37622 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8428927680798005, + "FN": 175, + "FP": 140, + "IoU": 0.728448275862069, + "TN": 1050232, + "TP": 845, + "n_pred": 985, + "n_ref": 1020 + }, + "10": { + "Dice": 0.6157693826510464, + "FN": 1395, + "FP": 10281, + "IoU": 0.4448459490300494, + "TN": 1030360, + "TP": 9356, + "n_pred": 19637, + "n_ref": 10751 + }, + "11": { + "Dice": 0.8479158843409689, + "FN": 287, + "FP": 118, + "IoU": 0.7359843546284224, + "TN": 1049858, + "TP": 1129, + "n_pred": 1247, + "n_ref": 1416 + }, + "12": { + "Dice": 0.6791876980866299, + "FN": 1051, + "FP": 1682, + "IoU": 0.5142196942765731, + "TN": 1045766, + "TP": 2893, + "n_pred": 4575, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6277831720628118, + "FN": 10271, + "FP": 846, + "IoU": 0.45749560804216277, + "TN": 1030900, + "TP": 9375, + "n_pred": 10221, + "n_ref": 19646 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2468, + "IoU": 0.0, + "TN": 1048924, + "TP": 0, + "n_pred": 2468, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1342, + "IoU": 0.0, + "TN": 1050050, + "TP": 0, + "n_pred": 1342, + "n_ref": 0 + }, + "2": { + "Dice": 0.9585125448028674, + "FN": 305, + "FP": 621, + "IoU": 0.9203303794201153, + "TN": 1039769, + "TP": 10697, + "n_pred": 11318, + "n_ref": 11002 + }, + "3": { + "Dice": 0.9738633867779486, + "FN": 2489, + "FP": 2152, + "IoU": 0.9490582191780822, + "TN": 960288, + "TP": 86463, + "n_pred": 88615, + "n_ref": 88952 + }, + "4": { + "Dice": 0.8739028417485009, + "FN": 1069, + "FP": 382, + "IoU": 0.776045686062664, + "TN": 1044913, + "TP": 5028, + "n_pred": 5410, + "n_ref": 6097 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1710, + "IoU": 0.0, + "TN": 1049682, + "TP": 0, + "n_pred": 1710, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690948672160788, + "FN": 6196, + "FP": 4863, + "IoU": 0.9400427220680083, + "TN": 866944, + "TP": 173389, + "n_pred": 178252, + "n_ref": 179585 + }, + "7": { + "Dice": 0.0, + "FN": 58, + "FP": 6, + "IoU": 0.0, + "TN": 1051328, + "TP": 0, + "n_pred": 6, + "n_ref": 58 + }, + "8": { + "Dice": 0.9080090550370881, + "FN": 8615, + "FP": 1666, + "IoU": 0.8315170187312565, + "TN": 990371, + "TP": 50740, + "n_pred": 52406, + "n_ref": 59355 + }, + "9": { + "Dice": 0.8065171915971834, + "FN": 3447, + "FP": 3120, + "IoU": 0.6757677495803298, + "TN": 1031138, + "TP": 13687, + "n_pred": 16807, + "n_ref": 17134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26900, + "IoU": 0.0, + "TN": 1199724, + "TP": 0, + "n_pred": 26900, + "n_ref": 0 + }, + "10": { + "Dice": 0.7313177410154021, + "FN": 7132, + "FP": 10766, + "IoU": 0.5764388489208633, + "TN": 1184368, + "TP": 24358, + "n_pred": 35124, + "n_ref": 31490 + }, + "11": { + "Dice": 0.06451612903225806, + "FN": 87, + "FP": 0, + "IoU": 0.03333333333333333, + "TN": 1226534, + "TP": 3, + "n_pred": 3, + "n_ref": 90 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 1224621, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.3825729951651676, + "FN": 42569, + "FP": 3149, + "IoU": 0.23653184596372867, + "TN": 1166742, + "TP": 14164, + "n_pred": 17313, + "n_ref": 56733 + }, + "14": { + "Dice": 0.9469610995523612, + "FN": 2183, + "FP": 4547, + "IoU": 0.8992650690775195, + "TN": 1159815, + "TP": 60079, + "n_pred": 64626, + "n_ref": 62262 + }, + "15": { + "Dice": 0.8264744926986535, + "FN": 812, + "FP": 1018, + "IoU": 0.7042663219133808, + "TN": 1220436, + "TP": 4358, + "n_pred": 5376, + "n_ref": 5170 + }, + "2": { + "Dice": 0.8977620140785307, + "FN": 6401, + "FP": 2996, + "IoU": 0.8144901786595597, + "TN": 1175969, + "TP": 41258, + "n_pred": 44254, + "n_ref": 47659 + }, + "3": { + "Dice": 0.8875514384641879, + "FN": 1588, + "FP": 4615, + "IoU": 0.7978359352084216, + "TN": 1195941, + "TP": 24480, + "n_pred": 29095, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9432769419891119, + "FN": 2930, + "FP": 5791, + "IoU": 0.8926434744072679, + "TN": 1145390, + "TP": 72513, + "n_pred": 78304, + "n_ref": 75443 + }, + "7": { + "Dice": 0.846585611457129, + "FN": 37468, + "FP": 11894, + "IoU": 0.7339821835642572, + "TN": 1041065, + "TP": 136197, + "n_pred": 148091, + "n_ref": 173665 + }, + "8": { + "Dice": 0.8136792452830188, + "FN": 241, + "FP": 233, + "IoU": 0.6858846918489065, + "TN": 1225115, + "TP": 1035, + "n_pred": 1268, + "n_ref": 1276 + }, + "9": { + "Dice": 0.7140825035561877, + "FN": 694, + "FP": 3929, + "IoU": 0.5553097345132744, + "TN": 1216228, + "TP": 5773, + "n_pred": 9702, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674515992937169, + "FN": 3012, + "FP": 3237, + "IoU": 0.936955205811138, + "TN": 1127504, + "TP": 92871, + "n_pred": 96108, + "n_ref": 95883 + }, + "10": { + "Dice": 0.7386672106196357, + "FN": 8295, + "FP": 8360, + "IoU": 0.5856243624511731, + "TN": 1186431, + "TP": 23538, + "n_pred": 31898, + "n_ref": 31833 + }, + "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": 153, + "IoU": 0.0, + "TN": 1226471, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "13": { + "Dice": 0.4563307493540052, + "FN": 11597, + "FP": 11547, + "IoU": 0.29561432875795113, + "TN": 1193767, + "TP": 9713, + "n_pred": 21260, + "n_ref": 21310 + }, + "14": { + "Dice": 0.6238532110091743, + "FN": 6, + "FP": 527, + "IoU": 0.4533333333333333, + "TN": 1225649, + "TP": 442, + "n_pred": 969, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "2": { + "Dice": 0.5084668712353676, + "FN": 12936, + "FP": 39, + "IoU": 0.34090216397439804, + "TN": 1206938, + "TP": 6711, + "n_pred": 6750, + "n_ref": 19647 + }, + "3": { + "Dice": 0.9463413721491515, + "FN": 4009, + "FP": 1727, + "IoU": 0.8981479837349291, + "TN": 1170307, + "TP": 50581, + "n_pred": 52308, + "n_ref": 54590 + }, + "4": { + "Dice": 0.8729174109317658, + "FN": 1543, + "FP": 2370, + "IoU": 0.7744928538497003, + "TN": 1209272, + "TP": 13439, + "n_pred": 15809, + "n_ref": 14982 + }, + "5": { + "Dice": 0.3229061553985873, + "FN": 29, + "FP": 642, + "IoU": 0.19253910950661854, + "TN": 1225793, + "TP": 160, + "n_pred": 802, + "n_ref": 189 + }, + "6": { + "Dice": 0.9606906494814917, + "FN": 7105, + "FP": 13262, + "IoU": 0.9243548602754379, + "TN": 957380, + "TP": 248877, + "n_pred": 262139, + "n_ref": 255982 + }, + "7": { + "Dice": 0.7681685313980445, + "FN": 19388, + "FP": 12812, + "IoU": 0.6235987235087145, + "TN": 1141077, + "TP": 53347, + "n_pred": 66159, + "n_ref": 72735 + }, + "8": { + "Dice": 0.9038844100094231, + "FN": 1072, + "FP": 2600, + "IoU": 0.8246250835800936, + "TN": 1205686, + "TP": 17266, + "n_pred": 19866, + "n_ref": 18338 + }, + "9": { + "Dice": 0.7121001390820584, + "FN": 1026, + "FP": 1251, + "IoU": 0.5529157667386609, + "TN": 1221531, + "TP": 2816, + "n_pred": 4067, + "n_ref": 3842 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.8885633680555556, + "FN": 1265, + "FP": 789, + "IoU": 0.7994728106999902, + "TN": 865917, + "TP": 8189, + "n_pred": 8978, + "n_ref": 9454 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8210299852090897, + "FN": 424, + "FP": 907, + "IoU": 0.6963959854014599, + "TN": 871776, + "TP": 3053, + "n_pred": 3960, + "n_ref": 3477 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 875687, + "TP": 0, + "n_pred": 473, + "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": 0.9239899292650762, + "FN": 901, + "FP": 1635, + "IoU": 0.8587186629526462, + "TN": 858210, + "TP": 15414, + "n_pred": 17049, + "n_ref": 16315 + }, + "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": 22, + "FP": 554, + "IoU": 0.0, + "TN": 875584, + "TP": 0, + "n_pred": 554, + "n_ref": 22 + }, + "7": { + "Dice": 0.9456774660591889, + "FN": 5565, + "FP": 3890, + "IoU": 0.8969527214072411, + "TN": 784406, + "TP": 82299, + "n_pred": 86189, + "n_ref": 87864 + }, + "8": { + "Dice": 0.9505765502227967, + "FN": 607, + "FP": 846, + "IoU": 0.9058083754699857, + "TN": 860734, + "TP": 13973, + "n_pred": 14819, + "n_ref": 14580 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 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": 0.5825378579639162, + "FN": 15490, + "FP": 1216, + "IoU": 0.4109724278964812, + "TN": 847798, + "TP": 11656, + "n_pred": 12872, + "n_ref": 27146 + }, + "14": { + "Dice": 0.5052956298200514, + "FN": 1093, + "FP": 3718, + "IoU": 0.33805723720418274, + "TN": 868892, + "TP": 2457, + "n_pred": 6175, + "n_ref": 3550 + }, + "15": { + "Dice": 0.742952315160921, + "FN": 10793, + "FP": 16370, + "IoU": 0.5910295401848896, + "TN": 809742, + "TP": 39255, + "n_pred": 55625, + "n_ref": 50048 + }, + "2": { + "Dice": 0.9080622347949081, + "FN": 65, + "FP": 65, + "IoU": 0.8316062176165803, + "TN": 875388, + "TP": 642, + "n_pred": 707, + "n_ref": 707 + }, + "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": 3440, + "IoU": 0.0, + "TN": 872720, + "TP": 0, + "n_pred": 3440, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9249065043853535, + "FN": 1447, + "FP": 10942, + "IoU": 0.8603033207419518, + "TN": 787475, + "TP": 76296, + "n_pred": 87238, + "n_ref": 77743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5216, + "IoU": 0.0, + "TN": 870944, + "TP": 0, + "n_pred": 5216, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9261365928436, + "FN": 703, + "FP": 1128, + "IoU": 0.8624342599549211, + "TN": 1038082, + "TP": 11479, + "n_pred": 12607, + "n_ref": 12182 + }, + "10": { + "Dice": 0.7523123191284118, + "FN": 1500, + "FP": 7230, + "IoU": 0.6029652537747863, + "TN": 1029404, + "TP": 13258, + "n_pred": 20488, + "n_ref": 14758 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6191813804173355, + "FN": 935, + "FP": 963, + "IoU": 0.44841615809357743, + "TN": 1047951, + "TP": 1543, + "n_pred": 2506, + "n_ref": 2478 + }, + "13": { + "Dice": 0.6414641464146414, + "FN": 671, + "FP": 524, + "IoU": 0.4721731448763251, + "TN": 1049128, + "TP": 1069, + "n_pred": 1593, + "n_ref": 1740 + }, + "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": 0.8549563838223632, + "FN": 2887, + "FP": 771, + "IoU": 0.7466583558418173, + "TN": 1036953, + "TP": 10781, + "n_pred": 11552, + "n_ref": 13668 + }, + "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": 41, + "IoU": 0.0, + "TN": 1051351, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705743980154826, + "FN": 2979, + "FP": 2525, + "IoU": 0.9428310274627114, + "TN": 955116, + "TP": 90772, + "n_pred": 93297, + "n_ref": 93751 + }, + "7": { + "Dice": 0.9303361205201696, + "FN": 474, + "FP": 2467, + "IoU": 0.8697462243677754, + "TN": 1028813, + "TP": 19638, + "n_pred": 22105, + "n_ref": 20112 + }, + "8": { + "Dice": 0.8547161376843988, + "FN": 273, + "FP": 377, + "IoU": 0.7462919594067136, + "TN": 1048830, + "TP": 1912, + "n_pred": 2289, + "n_ref": 2185 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9205547133793723, + "FN": 456, + "FP": 959, + "IoU": 0.8528034952668262, + "TN": 1217011, + "TP": 8198, + "n_pred": 9157, + "n_ref": 8654 + }, + "10": { + "Dice": 0.8797876374668183, + "FN": 1434, + "FP": 1736, + "IoU": 0.7853757616790792, + "TN": 1211854, + "TP": 11600, + "n_pred": 13336, + "n_ref": 13034 + }, + "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": 18, + "IoU": 0.0, + "TN": 1226606, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": 0.9019281914893617, + "FN": 1481, + "FP": 879, + "IoU": 0.8213745080230094, + "TN": 1213412, + "TP": 10852, + "n_pred": 11731, + "n_ref": 12333 + }, + "15": { + "Dice": 0.8791053039530506, + "FN": 1067, + "FP": 4392, + "IoU": 0.7842889319160706, + "TN": 1201317, + "TP": 19848, + "n_pred": 24240, + "n_ref": 20915 + }, + "2": { + "Dice": 0.9416689459976929, + "FN": 2306, + "FP": 2599, + "IoU": 0.8897678495179451, + "TN": 1182127, + "TP": 39592, + "n_pred": 42191, + "n_ref": 41898 + }, + "3": { + "Dice": 0.813953488372093, + "FN": 62, + "FP": 18, + "IoU": 0.6862745098039216, + "TN": 1226369, + "TP": 175, + "n_pred": 193, + "n_ref": 237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6988274706867672, + "FN": 34, + "FP": 865, + "IoU": 0.5370751802265705, + "TN": 1224682, + "TP": 1043, + "n_pred": 1908, + "n_ref": 1077 + }, + "6": { + "Dice": 0.9784268744179708, + "FN": 2382, + "FP": 2367, + "IoU": 0.9577648921221608, + "TN": 1114182, + "TP": 107693, + "n_pred": 110060, + "n_ref": 110075 + }, + "7": { + "Dice": 0.9693425108736962, + "FN": 1883, + "FP": 2473, + "IoU": 0.940508870406031, + "TN": 1153403, + "TP": 68865, + "n_pred": 71338, + "n_ref": 70748 + }, + "8": { + "Dice": 0.9289095657851779, + "FN": 1519, + "FP": 1965, + "IoU": 0.8672559628133811, + "TN": 1200378, + "TP": 22762, + "n_pred": 24727, + "n_ref": 24281 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552027925531915, + "FN": 360, + "FP": 1796, + "IoU": 0.9142470766048842, + "TN": 1026250, + "TP": 22986, + "n_pred": 24782, + "n_ref": 23346 + }, + "10": { + "Dice": 0.8284733022291343, + "FN": 6509, + "FP": 4079, + "IoU": 0.7071740693622435, + "TN": 1015234, + "TP": 25570, + "n_pred": 29649, + "n_ref": 32079 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7074646940147948, + "FN": 261, + "FP": 174, + "IoU": 0.5473465140478668, + "TN": 1050431, + "TP": 526, + "n_pred": 700, + "n_ref": 787 + }, + "13": { + "Dice": 0.7186166901975073, + "FN": 11910, + "FP": 6625, + "IoU": 0.560813212330877, + "TN": 1009189, + "TP": 23668, + "n_pred": 30293, + "n_ref": 35578 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2653, + "IoU": 0.0, + "TN": 1048739, + "TP": 0, + "n_pred": 2653, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8917758772072453, + "FN": 3724, + "FP": 9588, + "IoU": 0.8046891047272514, + "TN": 983234, + "TP": 54846, + "n_pred": 64434, + "n_ref": 58570 + }, + "3": { + "Dice": 0.9554367201426025, + "FN": 2931, + "FP": 619, + "IoU": 0.9146757679180887, + "TN": 1009786, + "TP": 38056, + "n_pred": 38675, + "n_ref": 40987 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 1051131, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712463138502994, + "FN": 2648, + "FP": 1535, + "IoU": 0.9440999599091273, + "TN": 976562, + "TP": 70647, + "n_pred": 72182, + "n_ref": 73295 + }, + "7": { + "Dice": 0.7395391664415246, + "FN": 46105, + "FP": 1134, + "IoU": 0.5867212584096655, + "TN": 937089, + "TP": 67064, + "n_pred": 68198, + "n_ref": 113169 + }, + "8": { + "Dice": 0.9551448859877387, + "FN": 115, + "FP": 902, + "IoU": 0.9141409877585479, + "TN": 1039547, + "TP": 10828, + "n_pred": 11730, + "n_ref": 10943 + }, + "9": { + "Dice": 0.8550927003335661, + "FN": 1360, + "FP": 2376, + "IoU": 0.7468663188562911, + "TN": 1036633, + "TP": 11023, + "n_pred": 13399, + "n_ref": 12383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747772016901305, + "FN": 83, + "FP": 1284, + "IoU": 0.9507954790871788, + "TN": 848378, + "TP": 26415, + "n_pred": 27699, + "n_ref": 26498 + }, + "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": 0.26582278481012656, + "FN": 692, + "FP": 4, + "IoU": 0.15328467153284672, + "TN": 875338, + "TP": 126, + "n_pred": 130, + "n_ref": 818 + }, + "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": 0.975417382764547, + "FN": 2268, + "FP": 2538, + "IoU": 0.9520143777145424, + "TN": 776005, + "TP": 95349, + "n_pred": 97887, + "n_ref": 97617 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9179040791944018, + "FN": 234, + "FP": 728, + "IoU": 0.8482649842271294, + "TN": 869820, + "TP": 5378, + "n_pred": 6106, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9941568344750389, + "FN": 1320, + "FP": 293, + "IoU": 0.9883815574331382, + "TN": 737329, + "TP": 137218, + "n_pred": 137511, + "n_ref": 138538 + }, + "7": { + "Dice": 0.6713834111094386, + "FN": 2156, + "FP": 27, + "IoU": 0.5053251756174938, + "TN": 871747, + "TP": 2230, + "n_pred": 2257, + "n_ref": 4386 + }, + "8": { + "Dice": 0.9827412931002395, + "FN": 656, + "FP": 735, + "IoU": 0.9660682051031858, + "TN": 835166, + "TP": 39603, + "n_pred": 40338, + "n_ref": 40259 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/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": 0.0, + "FN": 16, + "FP": 1155, + "IoU": 0.0, + "TN": 874989, + "TP": 0, + "n_pred": 1155, + "n_ref": 16 + }, + "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": 0.6115755627009646, + "FN": 5120, + "FP": 920, + "IoU": 0.44048170449282076, + "TN": 865365, + "TP": 4755, + "n_pred": 5675, + "n_ref": 9875 + }, + "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": 0.8696326150984344, + "FN": 3662, + "FP": 2225, + "IoU": 0.7693362589138782, + "TN": 850638, + "TP": 19635, + "n_pred": 21860, + "n_ref": 23297 + }, + "5": { + "Dice": 0.07169117647058823, + "FN": 976, + "FP": 34, + "IoU": 0.037178265014299335, + "TN": 875111, + "TP": 39, + "n_pred": 73, + "n_ref": 1015 + }, + "6": { + "Dice": 0.9252906221587219, + "FN": 12291, + "FP": 6115, + "IoU": 0.860968221955328, + "TN": 743773, + "TP": 113981, + "n_pred": 120096, + "n_ref": 126272 + }, + "7": { + "Dice": 0.9087844236524111, + "FN": 8321, + "FP": 1311, + "IoU": 0.8328184121914812, + "TN": 818546, + "TP": 47982, + "n_pred": 49293, + "n_ref": 56303 + }, + "8": { + "Dice": 0.9661045883044707, + "FN": 942, + "FP": 845, + "IoU": 0.9344316430615689, + "TN": 848906, + "TP": 25467, + "n_pred": 26312, + "n_ref": 26409 + }, + "9": { + "Dice": 0.9046273401624868, + "FN": 749, + "FP": 871, + "IoU": 0.8258626249596904, + "TN": 866857, + "TP": 7683, + "n_pred": 8554, + "n_ref": 8432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498880229329033, + "FN": 1196, + "FP": 1601, + "IoU": 0.9045587934211424, + "TN": 1372550, + "TP": 26509, + "n_pred": 28110, + "n_ref": 27705 + }, + "10": { + "Dice": 0.8408497855169867, + "FN": 6113, + "FP": 6390, + "IoU": 0.7254019151366072, + "TN": 1356324, + "TP": 33029, + "n_pred": 39419, + "n_ref": 39142 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1401820, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "12": { + "Dice": 0.7504682163710477, + "FN": 1468, + "FP": 797, + "IoU": 0.6005995415270675, + "TN": 1396185, + "TP": 3406, + "n_pred": 4203, + "n_ref": 4874 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4796, + "IoU": 0.0, + "TN": 1397060, + "TP": 0, + "n_pred": 4796, + "n_ref": 0 + }, + "14": { + "Dice": 0.7534190231362468, + "FN": 535, + "FP": 9057, + "IoU": 0.6043883527179741, + "TN": 1377610, + "TP": 14654, + "n_pred": 23711, + "n_ref": 15189 + }, + "15": { + "Dice": 0.8498507874501717, + "FN": 20319, + "FP": 360, + "IoU": 0.7389048118079318, + "TN": 1322655, + "TP": 58522, + "n_pred": 58882, + "n_ref": 78841 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1401849, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9789874662079134, + "FN": 948, + "FP": 1788, + "IoU": 0.9588398122517752, + "TN": 1335384, + "TP": 63736, + "n_pred": 65524, + "n_ref": 64684 + }, + "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": 15, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518914351046379, + "FN": 1265, + "FP": 3574, + "IoU": 0.908199271513128, + "TN": 1349144, + "TP": 47873, + "n_pred": 51447, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8438117682834119, + "FN": 3597, + "FP": 4621, + "IoU": 0.7298221389354638, + "TN": 1371439, + "TP": 22199, + "n_pred": 26820, + "n_ref": 25796 + }, + "8": { + "Dice": 0.9709748892171344, + "FN": 299, + "FP": 487, + "IoU": 0.943587167157109, + "TN": 1387923, + "TP": 13147, + "n_pred": 13634, + "n_ref": 13446 + }, + "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_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976034858387799, + "FN": 23, + "FP": 24, + "IoU": 0.8142292490118577, + "TN": 1051139, + "TP": 206, + "n_pred": 230, + "n_ref": 229 + }, + "10": { + "Dice": 0.8731156438763897, + "FN": 4158, + "FP": 3089, + "IoU": 0.7748050091668998, + "TN": 1019211, + "TP": 24934, + "n_pred": 28023, + "n_ref": 29092 + }, + "11": { + "Dice": 0.504950495049505, + "FN": 7, + "FP": 93, + "IoU": 0.33774834437086093, + "TN": 1051241, + "TP": 51, + "n_pred": 144, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1051276, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.5723370429252782, + "FN": 708, + "FP": 99, + "IoU": 0.40089086859688194, + "TN": 1050045, + "TP": 540, + "n_pred": 639, + "n_ref": 1248 + }, + "14": { + "Dice": 0.8566995007421401, + "FN": 3977, + "FP": 271, + "IoU": 0.7493213737755222, + "TN": 1034446, + "TP": 12698, + "n_pred": 12969, + "n_ref": 16675 + }, + "15": { + "Dice": 0.809862735129639, + "FN": 814, + "FP": 6666, + "IoU": 0.6804784280222127, + "TN": 1027982, + "TP": 15930, + "n_pred": 22596, + "n_ref": 16744 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9689043158086508, + "FN": 2065, + "FP": 1178, + "IoU": 0.9396841929064296, + "TN": 997625, + "TP": 50524, + "n_pred": 51702, + "n_ref": 52589 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9127970567763747, + "FN": 160, + "FP": 717, + "IoU": 0.8395829522590086, + "TN": 1045925, + "TP": 4590, + "n_pred": 5307, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9577520442045288, + "FN": 2527, + "FP": 4102, + "IoU": 0.9189291654436944, + "TN": 969624, + "TP": 75139, + "n_pred": 79241, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9758363842949123, + "FN": 1272, + "FP": 642, + "IoU": 0.9528129776638233, + "TN": 1010830, + "TP": 38648, + "n_pred": 39290, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9712160450868766, + "FN": 585, + "FP": 1938, + "IoU": 0.9440427608232789, + "TN": 1006304, + "TP": 42565, + "n_pred": 44503, + "n_ref": 43150 + }, + "9": { + "Dice": 0.8974108944182919, + "FN": 3561, + "FP": 2541, + "IoU": 0.8139123539995731, + "TN": 1018601, + "TP": 26689, + "n_pred": 29230, + "n_ref": 30250 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7144814984010964, + "FN": 4, + "FP": 621, + "IoU": 0.5557924662402275, + "TN": 1225217, + "TP": 782, + "n_pred": 1403, + "n_ref": 786 + }, + "10": { + "Dice": 0.9460037667538261, + "FN": 1971, + "FP": 982, + "IoU": 0.8975399882030464, + "TN": 1197803, + "TP": 25868, + "n_pred": 26850, + "n_ref": 27839 + }, + "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": 237, + "IoU": 0.0, + "TN": 1226387, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "13": { + "Dice": 0.4800693240901213, + "FN": 916, + "FP": 284, + "IoU": 0.31584948688711517, + "TN": 1224870, + "TP": 554, + "n_pred": 838, + "n_ref": 1470 + }, + "14": { + "Dice": 0.4324264379713145, + "FN": 15204, + "FP": 150, + "IoU": 0.27585719002028014, + "TN": 1205421, + "TP": 5849, + "n_pred": 5999, + "n_ref": 21053 + }, + "15": { + "Dice": 0.8811832667547781, + "FN": 3802, + "FP": 4199, + "IoU": 0.7876028670029201, + "TN": 1188954, + "TP": 29669, + "n_pred": 33868, + "n_ref": 33471 + }, + "2": { + "Dice": 0.9572058703723101, + "FN": 2448, + "FP": 1229, + "IoU": 0.9179241071428571, + "TN": 1181824, + "TP": 41123, + "n_pred": 42352, + "n_ref": 43571 + }, + "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": 102, + "IoU": 0.0, + "TN": 1226522, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "5": { + "Dice": 0.8650505821721702, + "FN": 982, + "FP": 2553, + "IoU": 0.7621930709720821, + "TN": 1211759, + "TP": 11330, + "n_pred": 13883, + "n_ref": 12312 + }, + "6": { + "Dice": 0.9706983210351834, + "FN": 2151, + "FP": 589, + "IoU": 0.943064935064935, + "TN": 1178499, + "TP": 45385, + "n_pred": 45974, + "n_ref": 47536 + }, + "7": { + "Dice": 0.9576743060038735, + "FN": 1004, + "FP": 1094, + "IoU": 0.9187860488522432, + "TN": 1200791, + "TP": 23735, + "n_pred": 24829, + "n_ref": 24739 + }, + "8": { + "Dice": 0.9566115702479339, + "FN": 2107, + "FP": 1253, + "IoU": 0.9168316831683169, + "TN": 1186224, + "TP": 37040, + "n_pred": 38293, + "n_ref": 39147 + }, + "9": { + "Dice": 0.7962057784445628, + "FN": 550, + "FP": 3661, + "IoU": 0.6614135241617753, + "TN": 1214187, + "TP": 8226, + "n_pred": 11887, + "n_ref": 8776 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6893658939608192, + "FN": 58432, + "FP": 221, + "IoU": 0.5259789065341254, + "TN": 1278121, + "TP": 65082, + "n_pred": 65303, + "n_ref": 123514 + }, + "10": { + "Dice": 0.05065359477124183, + "FN": 0, + "FP": 2324, + "IoU": 0.025984911986588432, + "TN": 1399470, + "TP": 62, + "n_pred": 2386, + "n_ref": 62 + }, + "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": 67, + "IoU": 0.0, + "TN": 1401789, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": 0.796155198687141, + "FN": 430, + "FP": 3048, + "IoU": 0.6613437195715677, + "TN": 1391586, + "TP": 6792, + "n_pred": 9840, + "n_ref": 7222 + }, + "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": 0.8495954016428527, + "FN": 1838, + "FP": 12920, + "IoU": 0.7385187810063785, + "TN": 1345416, + "TP": 41682, + "n_pred": 54602, + "n_ref": 43520 + }, + "3": { + "Dice": 0.6327892986775643, + "FN": 13427, + "FP": 1040, + "IoU": 0.46283231843160555, + "TN": 1374924, + "TP": 12465, + "n_pred": 13505, + "n_ref": 25892 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1401762, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "5": { + "Dice": 0.7307776083641908, + "FN": 8127, + "FP": 1761, + "IoU": 0.5757679766603742, + "TN": 1378548, + "TP": 13420, + "n_pred": 15181, + "n_ref": 21547 + }, + "6": { + "Dice": 0.8565706124794675, + "FN": 2941, + "FP": 63945, + "IoU": 0.7491241888901392, + "TN": 1135246, + "TP": 199724, + "n_pred": 263669, + "n_ref": 202665 + }, + "7": { + "Dice": 0.8321536011325429, + "FN": 985, + "FP": 2809, + "IoU": 0.7125539813622244, + "TN": 1388657, + "TP": 9405, + "n_pred": 12214, + "n_ref": 10390 + }, + "8": { + "Dice": 0.9478101744540686, + "FN": 1943, + "FP": 2335, + "IoU": 0.9007976996568037, + "TN": 1358732, + "TP": 38846, + "n_pred": 41181, + "n_ref": 40789 + }, + "9": { + "Dice": 0.9091572818369321, + "FN": 2978, + "FP": 1999, + "IoU": 0.8334448832072819, + "TN": 1371974, + "TP": 24905, + "n_pred": 26904, + "n_ref": 27883 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.887322819987767, + "FN": 6782, + "FP": 1692, + "IoU": 0.7974665391969408, + "TN": 1184784, + "TP": 33366, + "n_pred": 35058, + "n_ref": 40148 + }, + "10": { + "Dice": 0.5900383141762452, + "FN": 8, + "FP": 206, + "IoU": 0.41847826086956524, + "TN": 1226256, + "TP": 154, + "n_pred": 360, + "n_ref": 162 + }, + "11": { + "Dice": 0.5783231083844581, + "FN": 391, + "FP": 640, + "IoU": 0.40678941311852707, + "TN": 1224886, + "TP": 707, + "n_pred": 1347, + "n_ref": 1098 + }, + "12": { + "Dice": 0.6481297583581596, + "FN": 313, + "FP": 750, + "IoU": 0.4794319294809011, + "TN": 1224582, + "TP": 979, + "n_pred": 1729, + "n_ref": 1292 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6169653172086621, + "FN": 834, + "FP": 30332, + "IoU": 0.44609533288309106, + "TN": 1170358, + "TP": 25100, + "n_pred": 55432, + "n_ref": 25934 + }, + "15": { + "Dice": 0.7424113796291056, + "FN": 15416, + "FP": 11892, + "IoU": 0.5903451793402439, + "TN": 1159963, + "TP": 39353, + "n_pred": 51245, + "n_ref": 54769 + }, + "2": { + "Dice": 0.9419042199746691, + "FN": 2520, + "FP": 645, + "IoU": 0.890188050794532, + "TN": 1197802, + "TP": 25657, + "n_pred": 26302, + "n_ref": 28177 + }, + "3": { + "Dice": 0.9598282545909463, + "FN": 3454, + "FP": 1748, + "IoU": 0.9227593989428046, + "TN": 1159276, + "TP": 62146, + "n_pred": 63894, + "n_ref": 65600 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1226551, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "5": { + "Dice": 0.7960199004975125, + "FN": 137, + "FP": 2364, + "IoU": 0.6611570247933884, + "TN": 1219243, + "TP": 4880, + "n_pred": 7244, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9376114238541456, + "FN": 4264, + "FP": 9944, + "IoU": 0.8825503633102149, + "TN": 1105653, + "TP": 106763, + "n_pred": 116707, + "n_ref": 111027 + }, + "7": { + "Dice": 0.8779050372511954, + "FN": 7527, + "FP": 5649, + "IoU": 0.7823803389158657, + "TN": 1166078, + "TP": 47370, + "n_pred": 53019, + "n_ref": 54897 + }, + "8": { + "Dice": 0.9464633873493783, + "FN": 505, + "FP": 1170, + "IoU": 0.8983678174868029, + "TN": 1210143, + "TP": 14806, + "n_pred": 15976, + "n_ref": 15311 + }, + "9": { + "Dice": 0.960282610848823, + "FN": 696, + "FP": 507, + "IoU": 0.9235996443541217, + "TN": 1210878, + "TP": 14543, + "n_pred": 15050, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8452177719413438, + "FN": 6005, + "FP": 1067, + "IoU": 0.731928281717903, + "TN": 1200243, + "TP": 19309, + "n_pred": 20376, + "n_ref": 25314 + }, + "11": { + "Dice": 0.7532527881040892, + "FN": 821, + "FP": 241, + "IoU": 0.6041744316064107, + "TN": 1223941, + "TP": 1621, + "n_pred": 1862, + "n_ref": 2442 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6898428053204353, + "FN": 8905, + "FP": 6485, + "IoU": 0.5265343793262575, + "TN": 1194119, + "TP": 17115, + "n_pred": 23600, + "n_ref": 26020 + }, + "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": 0.9576484943406879, + "FN": 539, + "FP": 4112, + "IoU": 0.9187385341137416, + "TN": 1169389, + "TP": 52584, + "n_pred": 56696, + "n_ref": 53123 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9178510230823506, + "FN": 792, + "FP": 1653, + "IoU": 0.8481743666169895, + "TN": 1210520, + "TP": 13659, + "n_pred": 15312, + "n_ref": 14451 + }, + "5": { + "Dice": 0.2671009771986971, + "FN": 221, + "FP": 4, + "IoU": 0.15413533834586465, + "TN": 1226358, + "TP": 41, + "n_pred": 45, + "n_ref": 262 + }, + "6": { + "Dice": 0.9505569011792652, + "FN": 2700, + "FP": 2587, + "IoU": 0.9057726924379333, + "TN": 1170515, + "TP": 50822, + "n_pred": 53409, + "n_ref": 53522 + }, + "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": 0.93478020152807, + "FN": 1753, + "FP": 2959, + "IoU": 0.8775467775467776, + "TN": 1188144, + "TP": 33768, + "n_pred": 36727, + "n_ref": 35521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0161.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": 500, + "FP": 1395, + "IoU": 0.0, + "TN": 1049497, + "TP": 0, + "n_pred": 1395, + "n_ref": 500 + }, + "11": { + "Dice": 0.684554678692221, + "FN": 2246, + "FP": 552, + "IoU": 0.5203976688378471, + "TN": 1045558, + "TP": 3036, + "n_pred": 3588, + "n_ref": 5282 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 7, + "IoU": 0.0, + "TN": 1051345, + "TP": 0, + "n_pred": 7, + "n_ref": 40 + }, + "13": { + "Dice": 0.4611382113821138, + "FN": 5893, + "FP": 735, + "IoU": 0.2996618765849535, + "TN": 1041928, + "TP": 2836, + "n_pred": 3571, + "n_ref": 8729 + }, + "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": 0.9486304952815383, + "FN": 2897, + "FP": 4468, + "IoU": 0.9022807785694383, + "TN": 976023, + "TP": 68004, + "n_pred": 72472, + "n_ref": 70901 + }, + "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": 1223, + "IoU": 0.0, + "TN": 1050169, + "TP": 0, + "n_pred": 1223, + "n_ref": 0 + }, + "5": { + "Dice": 0.04563800062092518, + "FN": 6144, + "FP": 4, + "IoU": 0.023351866560762508, + "TN": 1045097, + "TP": 147, + "n_pred": 151, + "n_ref": 6291 + }, + "6": { + "Dice": 0.9598145358911767, + "FN": 5256, + "FP": 3255, + "IoU": 0.9227340402353112, + "TN": 941240, + "TP": 101641, + "n_pred": 104896, + "n_ref": 106897 + }, + "7": { + "Dice": 0.0, + "FN": 175, + "FP": 716, + "IoU": 0.0, + "TN": 1050501, + "TP": 0, + "n_pred": 716, + "n_ref": 175 + }, + "8": { + "Dice": 0.9617917409795582, + "FN": 355, + "FP": 759, + "IoU": 0.926395771390816, + "TN": 1036257, + "TP": 14021, + "n_pred": 14780, + "n_ref": 14376 + }, + "9": { + "Dice": 0.8706752591762399, + "FN": 4165, + "FP": 7374, + "IoU": 0.770969790798301, + "TN": 1001010, + "TP": 38843, + "n_pred": 46217, + "n_ref": 43008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764469337929054, + "FN": 173, + "FP": 155, + "IoU": 0.9539778307843413, + "TN": 1394729, + "TP": 6799, + "n_pred": 6954, + "n_ref": 6972 + }, + "10": { + "Dice": 0.8696339085141573, + "FN": 4476, + "FP": 805, + "IoU": 0.7693382834680061, + "TN": 1378961, + "TP": 17614, + "n_pred": 18419, + "n_ref": 22090 + }, + "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": 0.8311416818396385, + "FN": 1931, + "FP": 3077, + "IoU": 0.7110713667570531, + "TN": 1384523, + "TP": 12325, + "n_pred": 15402, + "n_ref": 14256 + }, + "14": { + "Dice": 0.9777246735512504, + "FN": 652, + "FP": 1436, + "IoU": 0.9564201035231257, + "TN": 1353944, + "TP": 45824, + "n_pred": 47260, + "n_ref": 46476 + }, + "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": 0.9679757623807231, + "FN": 432, + "FP": 699, + "IoU": 0.9379389815627743, + "TN": 1383632, + "TP": 17093, + "n_pred": 17792, + "n_ref": 17525 + }, + "4": { + "Dice": 0.9490438294334244, + "FN": 1059, + "FP": 1515, + "IoU": 0.9030289330922242, + "TN": 1375312, + "TP": 23970, + "n_pred": 25485, + "n_ref": 25029 + }, + "5": { + "Dice": 0.0044943820224719105, + "FN": 443, + "FP": 0, + "IoU": 0.0022522522522522522, + "TN": 1401412, + "TP": 1, + "n_pred": 1, + "n_ref": 444 + }, + "6": { + "Dice": 0.9884667849560518, + "FN": 2597, + "FP": 1901, + "IoU": 0.9771965668108147, + "TN": 1204605, + "TP": 192753, + "n_pred": 194654, + "n_ref": 195350 + }, + "7": { + "Dice": 0.9637654989767666, + "FN": 301, + "FP": 0, + "IoU": 0.9300650557620818, + "TN": 1397552, + "TP": 4003, + "n_pred": 4003, + "n_ref": 4304 + }, + "8": { + "Dice": 0.9691382388873226, + "FN": 2881, + "FP": 403, + "IoU": 0.9401243459077069, + "TN": 1347009, + "TP": 51563, + "n_pred": 51966, + "n_ref": 54444 + }, + "9": { + "Dice": 0.9512013344216914, + "FN": 1226, + "FP": 149, + "IoU": 0.9069436924742826, + "TN": 1387080, + "TP": 13401, + "n_pred": 13550, + "n_ref": 14627 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635801043735279, + "FN": 677, + "FP": 3266, + "IoU": 0.9297198060744332, + "TN": 1345752, + "TP": 52161, + "n_pred": 55427, + "n_ref": 52838 + }, + "10": { + "Dice": 0.9171780116364099, + "FN": 1057, + "FP": 1548, + "IoU": 0.8470256621058195, + "TN": 1384827, + "TP": 14424, + "n_pred": 15972, + "n_ref": 15481 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7459190915542938, + "FN": 542, + "FP": 890, + "IoU": 0.5947934352009054, + "TN": 1398322, + "TP": 2102, + "n_pred": 2992, + "n_ref": 2644 + }, + "13": { + "Dice": 0.8321617955358244, + "FN": 71, + "FP": 1290, + "IoU": 0.7125659978880676, + "TN": 1397121, + "TP": 3374, + "n_pred": 4664, + "n_ref": 3445 + }, + "14": { + "Dice": 0.33320836525452735, + "FN": 20143, + "FP": 20764, + "IoU": 0.19991002972930683, + "TN": 1350728, + "TP": 10221, + "n_pred": 30985, + "n_ref": 30364 + }, + "15": { + "Dice": 0.7049220272904484, + "FN": 11472, + "FP": 638, + "IoU": 0.5443085606773284, + "TN": 1375281, + "TP": 14465, + "n_pred": 15103, + "n_ref": 25937 + }, + "2": { + "Dice": 0.9592620768352986, + "FN": 1965, + "FP": 2319, + "IoU": 0.9217133876685794, + "TN": 1347134, + "TP": 50438, + "n_pred": 52757, + "n_ref": 52403 + }, + "3": { + "Dice": 0.9596953103961221, + "FN": 1104, + "FP": 2039, + "IoU": 0.9225136827572605, + "TN": 1361294, + "TP": 37419, + "n_pred": 39458, + "n_ref": 38523 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 938, + "IoU": 0.0, + "TN": 1400918, + "TP": 0, + "n_pred": 938, + "n_ref": 0 + }, + "5": { + "Dice": 0.8704883227176221, + "FN": 39, + "FP": 144, + "IoU": 0.7706766917293233, + "TN": 1401058, + "TP": 615, + "n_pred": 759, + "n_ref": 654 + }, + "6": { + "Dice": 0.9690043805554375, + "FN": 3405, + "FP": 3883, + "IoU": 0.9398724517156317, + "TN": 1280647, + "TP": 113921, + "n_pred": 117804, + "n_ref": 117326 + }, + "7": { + "Dice": 0.9735091461238988, + "FN": 1150, + "FP": 2191, + "IoU": 0.9483856017302642, + "TN": 1337126, + "TP": 61389, + "n_pred": 63580, + "n_ref": 62539 + }, + "8": { + "Dice": 0.9259468626342566, + "FN": 45, + "FP": 86, + "IoU": 0.8621052631578947, + "TN": 1400906, + "TP": 819, + "n_pred": 905, + "n_ref": 864 + }, + "9": { + "Dice": 0.9456711259238686, + "FN": 1598, + "FP": 1923, + "IoU": 0.8969413142104493, + "TN": 1367691, + "TP": 30644, + "n_pred": 32567, + "n_ref": 32242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613070736495473, + "FN": 326, + "FP": 285, + "IoU": 0.9254968906230947, + "TN": 1218423, + "TP": 7590, + "n_pred": 7875, + "n_ref": 7916 + }, + "10": { + "Dice": 0.7988320730703002, + "FN": 247, + "FP": 2440, + "IoU": 0.6650461231613064, + "TN": 1218602, + "TP": 5335, + "n_pred": 7775, + "n_ref": 5582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8889093249954019, + "FN": 498, + "FP": 710, + "IoU": 0.8000331071014732, + "TN": 1220583, + "TP": 4833, + "n_pred": 5543, + "n_ref": 5331 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7257932539321756, + "FN": 9060, + "FP": 3004, + "IoU": 0.5696039957188727, + "TN": 1198594, + "TP": 15966, + "n_pred": 18970, + "n_ref": 25026 + }, + "15": { + "Dice": 0.7671357757392742, + "FN": 16272, + "FP": 76, + "IoU": 0.6222386542194288, + "TN": 1183348, + "TP": 26928, + "n_pred": 27004, + "n_ref": 43200 + }, + "2": { + "Dice": 0.9715491213129984, + "FN": 835, + "FP": 2105, + "IoU": 0.9446723625277579, + "TN": 1173486, + "TP": 50198, + "n_pred": 52303, + "n_ref": 51033 + }, + "3": { + "Dice": 0.9613086375637743, + "FN": 911, + "FP": 4936, + "IoU": 0.9254997897633882, + "TN": 1148141, + "TP": 72636, + "n_pred": 77572, + "n_ref": 73547 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8390010902860703, + "FN": 2438, + "FP": 663, + "IoU": 0.7226545031750291, + "TN": 1215443, + "TP": 8080, + "n_pred": 8743, + "n_ref": 10518 + }, + "6": { + "Dice": 0.8863819500402901, + "FN": 146, + "FP": 559, + "IoU": 0.7959479015918958, + "TN": 1223169, + "TP": 2750, + "n_pred": 3309, + "n_ref": 2896 + }, + "7": { + "Dice": 0.8677302701552861, + "FN": 220, + "FP": 2889, + "IoU": 0.7663635680468927, + "TN": 1213317, + "TP": 10198, + "n_pred": 13087, + "n_ref": 10418 + }, + "8": { + "Dice": 0.9601637758178274, + "FN": 2033, + "FP": 808, + "IoU": 0.9233798106745058, + "TN": 1189545, + "TP": 34238, + "n_pred": 35046, + "n_ref": 36271 + }, + "9": { + "Dice": 0.8440596641285073, + "FN": 2665, + "FP": 325, + "IoU": 0.7301931059375564, + "TN": 1215542, + "TP": 8092, + "n_pred": 8417, + "n_ref": 10757 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658703071672355, + "FN": 83, + "FP": 2177, + "IoU": 0.933993399339934, + "TN": 1192385, + "TP": 31979, + "n_pred": 34156, + "n_ref": 32062 + }, + "10": { + "Dice": 0.6004624022899923, + "FN": 6322, + "FP": 936, + "IoU": 0.4290434235368156, + "TN": 1213912, + "TP": 5454, + "n_pred": 6390, + "n_ref": 11776 + }, + "11": { + "Dice": 0.8376623376623377, + "FN": 222, + "FP": 578, + "IoU": 0.7206703910614525, + "TN": 1223760, + "TP": 2064, + "n_pred": 2642, + "n_ref": 2286 + }, + "12": { + "Dice": 0.6282696177062375, + "FN": 1118, + "FP": 360, + "IoU": 0.458012467913458, + "TN": 1223897, + "TP": 1249, + "n_pred": 1609, + "n_ref": 2367 + }, + "13": { + "Dice": 0.40709017368546274, + "FN": 805, + "FP": 4179, + "IoU": 0.25556385362210604, + "TN": 1219929, + "TP": 1711, + "n_pred": 5890, + "n_ref": 2516 + }, + "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": 0.9090909090909091, + "FN": 15, + "FP": 29, + "IoU": 0.8333333333333334, + "TN": 1226360, + "TP": 220, + "n_pred": 249, + "n_ref": 235 + }, + "3": { + "Dice": 0.9747625203754707, + "FN": 805, + "FP": 542, + "IoU": 0.9507675438596491, + "TN": 1199264, + "TP": 26013, + "n_pred": 26555, + "n_ref": 26818 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8735972741750305, + "FN": 2684, + "FP": 729, + "IoU": 0.7755638850529362, + "TN": 1211417, + "TP": 11794, + "n_pred": 12523, + "n_ref": 14478 + }, + "6": { + "Dice": 0.9436838919791336, + "FN": 1591, + "FP": 2317, + "IoU": 0.8933726228479442, + "TN": 1189973, + "TP": 32743, + "n_pred": 35060, + "n_ref": 34334 + }, + "7": { + "Dice": 0.9148162087567432, + "FN": 484, + "FP": 874, + "IoU": 0.8430057803468208, + "TN": 1217974, + "TP": 7292, + "n_pred": 8166, + "n_ref": 7776 + }, + "8": { + "Dice": 0.9581353360833532, + "FN": 2310, + "FP": 1029, + "IoU": 0.919635120824107, + "TN": 1185076, + "TP": 38209, + "n_pred": 39238, + "n_ref": 40519 + }, + "9": { + "Dice": 0.902351785615004, + "FN": 5164, + "FP": 5374, + "IoU": 0.8220773958262984, + "TN": 1167396, + "TP": 48690, + "n_pred": 54064, + "n_ref": 53854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9213278763074124, + "FN": 41, + "FP": 132, + "IoU": 0.8541315345699831, + "TN": 1050206, + "TP": 1013, + "n_pred": 1145, + "n_ref": 1054 + }, + "10": { + "Dice": 0.8509144297979637, + "FN": 3924, + "FP": 5418, + "IoU": 0.7405144158657853, + "TN": 1015390, + "TP": 26660, + "n_pred": 32078, + "n_ref": 30584 + }, + "11": { + "Dice": 0.45384615384615384, + "FN": 48, + "FP": 94, + "IoU": 0.2935323383084577, + "TN": 1051191, + "TP": 59, + "n_pred": 153, + "n_ref": 107 + }, + "12": { + "Dice": 0.3654485049833887, + "FN": 28, + "FP": 736, + "IoU": 0.22357723577235772, + "TN": 1050408, + "TP": 220, + "n_pred": 956, + "n_ref": 248 + }, + "13": { + "Dice": 0.5521938588837916, + "FN": 3020, + "FP": 12891, + "IoU": 0.3814004121146145, + "TN": 1025671, + "TP": 9810, + "n_pred": 22701, + "n_ref": 12830 + }, + "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": 0.9257985257985258, + "FN": 82, + "FP": 220, + "IoU": 0.8618481244281794, + "TN": 1049206, + "TP": 1884, + "n_pred": 2104, + "n_ref": 1966 + }, + "3": { + "Dice": 0.9490323466166446, + "FN": 3187, + "FP": 5725, + "IoU": 0.9030081406991424, + "TN": 959508, + "TP": 82972, + "n_pred": 88697, + "n_ref": 86159 + }, + "4": { + "Dice": 0.9254029630273276, + "FN": 434, + "FP": 3000, + "IoU": 0.8611627718929409, + "TN": 1026658, + "TP": 21300, + "n_pred": 24300, + "n_ref": 21734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.962855021087587, + "FN": 5648, + "FP": 2305, + "IoU": 0.9283707106187516, + "TN": 940362, + "TP": 103077, + "n_pred": 105382, + "n_ref": 108725 + }, + "7": { + "Dice": 0.6463871380286836, + "FN": 11292, + "FP": 321, + "IoU": 0.4775273316237009, + "TN": 1029165, + "TP": 10614, + "n_pred": 10935, + "n_ref": 21906 + }, + "8": { + "Dice": 0.9464237878381998, + "FN": 75, + "FP": 725, + "IoU": 0.8982964658021866, + "TN": 1043526, + "TP": 7066, + "n_pred": 7791, + "n_ref": 7141 + }, + "9": { + "Dice": 0.9201582631632342, + "FN": 465, + "FP": 2683, + "IoU": 0.8521232619316047, + "TN": 1030104, + "TP": 18140, + "n_pred": 20823, + "n_ref": 18605 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977667409385471, + "FN": 2683, + "FP": 1256, + "IoU": 0.956310518084717, + "TN": 1486929, + "TP": 86220, + "n_pred": 87476, + "n_ref": 88903 + }, + "10": { + "Dice": 0.9190589425752593, + "FN": 3036, + "FP": 4963, + "IoU": 0.850239646521381, + "TN": 1523676, + "TP": 45413, + "n_pred": 50376, + "n_ref": 48449 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8893528183716075, + "FN": 14, + "FP": 39, + "IoU": 0.8007518796992481, + "TN": 1576822, + "TP": 213, + "n_pred": 252, + "n_ref": 227 + }, + "13": { + "Dice": 0.8409438048558076, + "FN": 5942, + "FP": 1035, + "IoU": 0.7255418748278982, + "TN": 1551667, + "TP": 18444, + "n_pred": 19479, + "n_ref": 24386 + }, + "14": { + "Dice": 0.8816151202749141, + "FN": 5684, + "FP": 1206, + "IoU": 0.7882931325856506, + "TN": 1544543, + "TP": 25655, + "n_pred": 26861, + "n_ref": 31339 + }, + "15": { + "Dice": 0.9282775239264361, + "FN": 1839, + "FP": 1316, + "IoU": 0.8661547598846089, + "TN": 1553516, + "TP": 20417, + "n_pred": 21733, + "n_ref": 22256 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9512340308622189, + "FN": 1009, + "FP": 1121, + "IoU": 0.9070031435557108, + "TN": 1554184, + "TP": 20774, + "n_pred": 21895, + "n_ref": 21783 + }, + "5": { + "Dice": 0.3417569193742479, + "FN": 220, + "FP": 327, + "IoU": 0.20609579100145137, + "TN": 1576399, + "TP": 142, + "n_pred": 469, + "n_ref": 362 + }, + "6": { + "Dice": 0.9500537280115886, + "FN": 5910, + "FP": 2503, + "IoU": 0.9048593755300983, + "TN": 1488661, + "TP": 80014, + "n_pred": 82517, + "n_ref": 85924 + }, + "7": { + "Dice": 0.9652678405304376, + "FN": 4704, + "FP": 5563, + "IoU": 0.9328673432023853, + "TN": 1424152, + "TP": 142669, + "n_pred": 148232, + "n_ref": 147373 + }, + "8": { + "Dice": 0.9749949176661923, + "FN": 108, + "FP": 15, + "IoU": 0.9512098373661245, + "TN": 1574567, + "TP": 2398, + "n_pred": 2413, + "n_ref": 2506 + }, + "9": { + "Dice": 0.9369842460615154, + "FN": 320, + "FP": 16, + "IoU": 0.881439661256175, + "TN": 1574254, + "TP": 2498, + "n_pred": 2514, + "n_ref": 2818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835099169613167, + "FN": 1005, + "FP": 1658, + "IoU": 0.9675548570245014, + "TN": 1144547, + "TP": 79414, + "n_pred": 81072, + "n_ref": 80419 + }, + "10": { + "Dice": 0.5867132867132867, + "FN": 281, + "FP": 2083, + "IoU": 0.4151410192973775, + "TN": 1222582, + "TP": 1678, + "n_pred": 3761, + "n_ref": 1959 + }, + "11": { + "Dice": 0.8232395811948265, + "FN": 517, + "FP": 1205, + "IoU": 0.6995812979762736, + "TN": 1220892, + "TP": 4010, + "n_pred": 5215, + "n_ref": 4527 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 15, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 15, + "n_ref": 13 + }, + "13": { + "Dice": 0.9132219705549264, + "FN": 245, + "FP": 981, + "IoU": 0.8403022013807477, + "TN": 1218947, + "TP": 6451, + "n_pred": 7432, + "n_ref": 6696 + }, + "14": { + "Dice": 0.967440013955139, + "FN": 1355, + "FP": 4058, + "IoU": 0.9369334731445882, + "TN": 1140794, + "TP": 80417, + "n_pred": 84475, + "n_ref": 81772 + }, + "15": { + "Dice": 0.17261524633979045, + "FN": 34843, + "FP": 138, + "IoU": 0.09446026404348952, + "TN": 1187994, + "TP": 3649, + "n_pred": 3787, + "n_ref": 38492 + }, + "2": { + "Dice": 0.8263247662177263, + "FN": 215, + "FP": 2738, + "IoU": 0.7040489075967128, + "TN": 1216646, + "TP": 7025, + "n_pred": 9763, + "n_ref": 7240 + }, + "3": { + "Dice": 0.9575191004486494, + "FN": 520, + "FP": 1743, + "IoU": 0.9185003781467209, + "TN": 1198857, + "TP": 25504, + "n_pred": 27247, + "n_ref": 26024 + }, + "4": { + "Dice": 0.847548931585563, + "FN": 457, + "FP": 392, + "IoU": 0.7354315986288563, + "TN": 1223415, + "TP": 2360, + "n_pred": 2752, + "n_ref": 2817 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.988401859647707, + "FN": 3341, + "FP": 1833, + "IoU": 0.9770696684984932, + "TN": 1000984, + "TP": 220466, + "n_pred": 222299, + "n_ref": 223807 + }, + "7": { + "Dice": 0.05297508456004955, + "FN": 73, + "FP": 19806, + "IoU": 0.027208221189136284, + "TN": 1206189, + "TP": 556, + "n_pred": 20362, + "n_ref": 629 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7781959940852266, + "FN": 1351, + "FP": 1949, + "IoU": 0.6369237539883376, + "TN": 1217535, + "TP": 5789, + "n_pred": 7738, + "n_ref": 7140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196261155207173, + "FN": 885, + "FP": 10517, + "IoU": 0.8512109823572398, + "TN": 974760, + "TP": 65230, + "n_pred": 75747, + "n_ref": 66115 + }, + "10": { + "Dice": 0.6549539170506913, + "FN": 984, + "FP": 1412, + "IoU": 0.48693790149892935, + "TN": 1046722, + "TP": 2274, + "n_pred": 3686, + "n_ref": 3258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8010943031863534, + "FN": 306, + "FP": 2166, + "IoU": 0.6681879194630872, + "TN": 1043942, + "TP": 4978, + "n_pred": 7144, + "n_ref": 5284 + }, + "13": { + "Dice": 0.42139016804494056, + "FN": 22915, + "FP": 1084, + "IoU": 0.2669375038181929, + "TN": 1018654, + "TP": 8739, + "n_pred": 9823, + "n_ref": 31654 + }, + "14": { + "Dice": 0.9402073925405586, + "FN": 308, + "FP": 1122, + "IoU": 0.8871616823167364, + "TN": 1038719, + "TP": 11243, + "n_pred": 12365, + "n_ref": 11551 + }, + "15": { + "Dice": 0.9499032399026156, + "FN": 1923, + "FP": 1287, + "IoU": 0.9045863924144696, + "TN": 1017749, + "TP": 30433, + "n_pred": 31720, + "n_ref": 32356 + }, + "2": { + "Dice": 0.9402326173698956, + "FN": 2346, + "FP": 4694, + "IoU": 0.8872066009773292, + "TN": 988977, + "TP": 55375, + "n_pred": 60069, + "n_ref": 57721 + }, + "3": { + "Dice": 0.9608791561384511, + "FN": 1111, + "FP": 3766, + "IoU": 0.9247039570178012, + "TN": 986621, + "TP": 59894, + "n_pred": 63660, + "n_ref": 61005 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 1051049, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "5": { + "Dice": 0.542825361512792, + "FN": 322, + "FP": 89, + "IoU": 0.37251908396946565, + "TN": 1050737, + "TP": 244, + "n_pred": 333, + "n_ref": 566 + }, + "6": { + "Dice": 0.5046583850931677, + "FN": 597, + "FP": 41, + "IoU": 0.3374870197300104, + "TN": 1050429, + "TP": 325, + "n_pred": 366, + "n_ref": 922 + }, + "7": { + "Dice": 0.9268391065396057, + "FN": 2006, + "FP": 896, + "IoU": 0.8636534485998872, + "TN": 1030108, + "TP": 18382, + "n_pred": 19278, + "n_ref": 20388 + }, + "8": { + "Dice": 0.9613479568370776, + "FN": 241, + "FP": 1507, + "IoU": 0.9255726815975475, + "TN": 1027906, + "TP": 21738, + "n_pred": 23245, + "n_ref": 21979 + }, + "9": { + "Dice": 0.7495219885277247, + "FN": 2, + "FP": 129, + "IoU": 0.599388379204893, + "TN": 1051065, + "TP": 196, + "n_pred": 325, + "n_ref": 198 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6479019167673977, + "FN": 5327, + "FP": 790, + "IoU": 0.4791826309067688, + "TN": 1565343, + "TP": 5628, + "n_pred": 6418, + "n_ref": 10955 + }, + "10": { + "Dice": 0.24017962151181438, + "FN": 32941, + "FP": 2592, + "IoU": 0.13647962283409074, + "TN": 1535939, + "TP": 5616, + "n_pred": 8208, + "n_ref": 38557 + }, + "11": { + "Dice": 0.49809885931558934, + "FN": 745, + "FP": 575, + "IoU": 0.33164556962025316, + "TN": 1575113, + "TP": 655, + "n_pred": 1230, + "n_ref": 1400 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19165783750627335, + "FN": 10671, + "FP": 18321, + "IoU": 0.10598538345308212, + "TN": 1544659, + "TP": 3437, + "n_pred": 21758, + "n_ref": 14108 + }, + "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": 0.36639531887155696, + "FN": 40203, + "FP": 1594, + "IoU": 0.22428640362273114, + "TN": 1523206, + "TP": 12085, + "n_pred": 13679, + "n_ref": 52288 + }, + "3": { + "Dice": 0.7144670809930539, + "FN": 1444, + "FP": 41513, + "IoU": 0.5557750178384918, + "TN": 1480387, + "TP": 53744, + "n_pred": 95257, + "n_ref": 55188 + }, + "4": { + "Dice": 0.4527734441081935, + "FN": 49052, + "FP": 9174, + "IoU": 0.29263551765191825, + "TN": 1494774, + "TP": 24088, + "n_pred": 33262, + "n_ref": 73140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8776020617596899, + "FN": 21256, + "FP": 36590, + "IoU": 0.7818992104846433, + "TN": 1311862, + "TP": 207380, + "n_pred": 243970, + "n_ref": 228636 + }, + "7": { + "Dice": 0.15768601707256963, + "FN": 20472, + "FP": 17123, + "IoU": 0.08559128277472394, + "TN": 1535974, + "TP": 3519, + "n_pred": 20642, + "n_ref": 23991 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.787126235456024, + "FN": 1821, + "FP": 4985, + "IoU": 0.6489762236319563, + "TN": 1557699, + "TP": 12583, + "n_pred": 17568, + "n_ref": 14404 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5013515436050647, + "FN": 54, + "FP": 3451, + "IoU": 0.3345357888741219, + "TN": 1046125, + "TP": 1762, + "n_pred": 5213, + "n_ref": 1816 + }, + "11": { + "Dice": 0.7375776397515528, + "FN": 322, + "FP": 16, + "IoU": 0.5842558425584256, + "TN": 1050579, + "TP": 475, + "n_pred": 491, + "n_ref": 797 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5099516797054763, + "FN": 11667, + "FP": 5371, + "IoU": 0.34223835077018105, + "TN": 1025489, + "TP": 8865, + "n_pred": 14236, + "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": 0.9624703238935052, + "FN": 721, + "FP": 6361, + "IoU": 0.9276557057195101, + "TN": 953499, + "TP": 90811, + "n_pred": 97172, + "n_ref": 91532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8600632757361889, + "FN": 1, + "FP": 574, + "IoU": 0.7544833475661827, + "TN": 1049050, + "TP": 1767, + "n_pred": 2341, + "n_ref": 1768 + }, + "5": { + "Dice": 0.8024827051141139, + "FN": 1642, + "FP": 1413, + "IoU": 0.6701220170607926, + "TN": 1042131, + "TP": 6206, + "n_pred": 7619, + "n_ref": 7848 + }, + "6": { + "Dice": 0.93008308512306, + "FN": 1858, + "FP": 2602, + "IoU": 0.8693040293040293, + "TN": 1017267, + "TP": 29665, + "n_pred": 32267, + "n_ref": 31523 + }, + "7": { + "Dice": 0.9113848974199984, + "FN": 4208, + "FP": 2366, + "IoU": 0.8371966319960377, + "TN": 1011012, + "TP": 33806, + "n_pred": 36172, + "n_ref": 38014 + }, + "8": { + "Dice": 0.9729862744025811, + "FN": 326, + "FP": 662, + "IoU": 0.9473936425110484, + "TN": 1032611, + "TP": 17793, + "n_pred": 18455, + "n_ref": 18119 + }, + "9": { + "Dice": 0.9279098762133761, + "FN": 1108, + "FP": 2130, + "IoU": 0.8655148066619596, + "TN": 1027315, + "TP": 20839, + "n_pred": 22969, + "n_ref": 21947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__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": 0.8533147026859184, + "FN": 13780, + "FP": 5116, + "IoU": 0.7441577080343361, + "TN": 1152766, + "TP": 54962, + "n_pred": 60078, + "n_ref": 68742 + }, + "11": { + "Dice": 0.8258770518184744, + "FN": 303, + "FP": 238, + "IoU": 0.7033991228070176, + "TN": 1224800, + "TP": 1283, + "n_pred": 1521, + "n_ref": 1586 + }, + "12": { + "Dice": 0.8111618111618112, + "FN": 900, + "FP": 176, + "IoU": 0.6823147328018896, + "TN": 1223237, + "TP": 2311, + "n_pred": 2487, + "n_ref": 3211 + }, + "13": { + "Dice": 0.8412695840961747, + "FN": 3650, + "FP": 6147, + "IoU": 0.7260270141782489, + "TN": 1190865, + "TP": 25962, + "n_pred": 32109, + "n_ref": 29612 + }, + "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": 0.9640439588981056, + "FN": 1382, + "FP": 833, + "IoU": 0.9305838478172302, + "TN": 1194715, + "TP": 29694, + "n_pred": 30527, + "n_ref": 31076 + }, + "3": { + "Dice": 0.9358123890497991, + "FN": 451, + "FP": 236, + "IoU": 0.879367866549605, + "TN": 1220929, + "TP": 5008, + "n_pred": 5244, + "n_ref": 5459 + }, + "4": { + "Dice": 0.32053072625698326, + "FN": 41, + "FP": 1905, + "IoU": 0.19085239085239086, + "TN": 1224219, + "TP": 459, + "n_pred": 2364, + "n_ref": 500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9778784819913662, + "FN": 3415, + "FP": 2765, + "IoU": 0.9567145048433527, + "TN": 1083851, + "TP": 136593, + "n_pred": 139358, + "n_ref": 140008 + }, + "7": { + "Dice": 0.9500323560972813, + "FN": 7394, + "FP": 4806, + "IoU": 0.904820602438777, + "TN": 1098445, + "TP": 115979, + "n_pred": 120785, + "n_ref": 123373 + }, + "8": { + "Dice": 0.8949338440111421, + "FN": 471, + "FP": 1943, + "IoU": 0.8098463962189838, + "TN": 1213929, + "TP": 10281, + "n_pred": 12224, + "n_ref": 10752 + }, + "9": { + "Dice": 0.9284602688045273, + "FN": 2429, + "FP": 2122, + "IoU": 0.8664730217410439, + "TN": 1192541, + "TP": 29532, + "n_pred": 31654, + "n_ref": 31961 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683853/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset084_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7037407902329803, + "FN": 2655.772, + "FP": 2379.1555555555556, + "IoU": 0.6182315320012305, + "TN": 1144228.9453333332, + "TP": 18949.460444444445, + "n_pred": 21328.616, + "n_ref": 21605.232444444442 + }, + "mean": { + "1": { + "Dice": 0.7616510293672366, + "FN": 2312.4333333333334, + "FP": 1518.1266666666666, + "IoU": 0.7085688843978023, + "TN": 1143164.2733333334, + "TP": 21218.500000000004, + "n_pred": 22736.626666666667, + "n_ref": 23530.933333333334 + }, + "10": { + "Dice": 0.65271954831605, + "FN": 3424.5133333333333, + "FP": 2945.0533333333333, + "IoU": 0.542388064051919, + "TN": 1149772.0000000002, + "TP": 12071.766666666668, + "n_pred": 15016.820000000002, + "n_ref": 15496.279999999999 + }, + "11": { + "Dice": 0.6461967435196656, + "FN": 299.80000000000007, + "FP": 272.09333333333336, + "IoU": 0.5134914767922156, + "TN": 1166884.8800000001, + "TP": 756.5600000000001, + "n_pred": 1028.6533333333332, + "n_ref": 1056.36 + }, + "12": { + "Dice": 0.47801226198183755, + "FN": 414.38, + "FP": 309.44666666666666, + "IoU": 0.3776895249882798, + "TN": 1166652.5466666666, + "TP": 836.96, + "n_pred": 1146.4066666666665, + "n_ref": 1251.3400000000001 + }, + "13": { + "Dice": 0.586705216266018, + "FN": 4429.139999999999, + "FP": 3102.12, + "IoU": 0.4645023330145522, + "TN": 1152533.0133333332, + "TP": 8149.06, + "n_pred": 11251.180000000002, + "n_ref": 12578.2 + }, + "14": { + "Dice": 0.6748629392552579, + "FN": 3430.7666666666664, + "FP": 3193.666666666666, + "IoU": 0.594377722169265, + "TN": 1145333.3, + "TP": 16255.600000000002, + "n_pred": 19449.26666666667, + "n_ref": 19686.366666666665 + }, + "15": { + "Dice": 0.6085083762322931, + "FN": 2668.8866666666668, + "FP": 2361.1133333333337, + "IoU": 0.5148938200553903, + "TN": 1154452.8399999999, + "TP": 8730.493333333332, + "n_pred": 11091.606666666668, + "n_ref": 11399.38 + }, + "2": { + "Dice": 0.7892331626379236, + "FN": 2241.3933333333334, + "FP": 1920.3266666666666, + "IoU": 0.7364097049157758, + "TN": 1142247.94, + "TP": 21803.673333333332, + "n_pred": 23724.0, + "n_ref": 24045.066666666666 + }, + "3": { + "Dice": 0.828175909835075, + "FN": 3743.72, + "FP": 2158.0333333333333, + "IoU": 0.7718036413696703, + "TN": 1139742.36, + "TP": 22569.22, + "n_pred": 24727.253333333334, + "n_ref": 26312.940000000002 + }, + "4": { + "Dice": 0.586683087101872, + "FN": 1621.5866666666666, + "FP": 1234.7933333333335, + "IoU": 0.5130684887044401, + "TN": 1157861.3266666667, + "TP": 7495.626666666666, + "n_pred": 8730.42, + "n_ref": 9117.213333333333 + }, + "5": { + "Dice": 0.6116942483557416, + "FN": 781.9466666666666, + "FP": 599.5, + "IoU": 0.491680141527162, + "TN": 1164859.9, + "TP": 1971.9866666666665, + "n_pred": 2571.4866666666667, + "n_ref": 2753.9333333333334 + }, + "6": { + "Dice": 0.9073070830529872, + "FN": 5342.74, + "FP": 8251.153333333332, + "IoU": 0.8563997245719877, + "TN": 1053647.2666666668, + "TP": 100972.17333333334, + "n_pred": 109223.32666666666, + "n_ref": 106314.91333333333 + }, + "7": { + "Dice": 0.6930351882301773, + "FN": 6285.053333333333, + "FP": 4832.026666666667, + "IoU": 0.6104924598373251, + "TN": 1125954.2866666666, + "TP": 31141.966666666667, + "n_pred": 35973.99333333333, + "n_ref": 37427.020000000004 + }, + "8": { + "Dice": 0.9143165415848313, + "FN": 1051.8533333333332, + "FP": 1095.8666666666668, + "IoU": 0.8556063215927627, + "TN": 1149188.5066666668, + "TP": 16877.106666666667, + "n_pred": 17972.973333333335, + "n_ref": 17928.96 + }, + "9": { + "Dice": 0.8170105177577381, + "FN": 1788.3666666666668, + "FP": 1894.013333333333, + "IoU": 0.7221006720299098, + "TN": 1151139.74, + "TP": 13391.213333333333, + "n_pred": 15285.226666666666, + "n_ref": 15179.580000000002 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_000/summary.json b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..574c6c88205239b03fc4058965740d70f31f3645 --- /dev/null +++ b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5746346186549592, + "FN": 43538.776, + "FP": 35995.708, + "IoU": 0.4659695098705285, + "TN": 96234374.60133335, + "TP": 143051.75466666667, + "n_pred": 179047.46266666663, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8012887777346662, + "FN": 38080.56, + "FP": 34292.78, + "IoU": 0.6992955289324341, + "TN": 96228379.92, + "TP": 156207.58, + "n_pred": 190500.36, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5684742243364862, + "FN": 31438.72, + "FP": 22429.4, + "IoU": 0.42723878513334657, + "TN": 96360308.88, + "TP": 42783.84, + "n_pred": 65213.24, + "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": 0.341607143620628, + "FN": 3180.68, + "FP": 470.36, + "IoU": 0.22448352816976694, + "TN": 96452253.82, + "TP": 1055.98, + "n_pred": 1526.34, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4427686779852437, + "FN": 35810.28, + "FP": 14682.14, + "IoU": 0.3006540402566974, + "TN": 96384420.56, + "TP": 22047.86, + "n_pred": 36730.0, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.658272179250495, + "FN": 38200.36, + "FP": 61980.68, + "IoU": 0.5512039156759505, + "TN": 96256622.02, + "TP": 100157.78, + "n_pred": 162138.46, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4184321107408126, + "FN": 23574.82, + "FP": 42567.14, + "IoU": 0.3078437023540405, + "TN": 96360346.66, + "TP": 30472.22, + "n_pred": 73039.36, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.71524276483431, + "FN": 58592.5, + "FP": 12614.04, + "IoU": 0.591548226726788, + "TN": 96287505.1, + "TP": 98249.2, + "n_pred": 110863.24, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8007675452445348, + "FN": 20891.8, + "FP": 53315.76, + "IoU": 0.6783772643539843, + "TN": 96240242.5, + "TP": 142510.78, + "n_pred": 195826.54, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6172878865889178, + "FN": 8702.46, + "FP": 7181.54, + "IoU": 0.5049359519063097, + "TN": 96423201.8, + "TP": 17875.04, + "n_pred": 25056.58, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2342258616305673, + "FN": 14553.3, + "FP": 772.32, + "IoU": 0.15031843693072752, + "TN": 96439036.36, + "TP": 2598.86, + "n_pred": 3371.18, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8851593317728113, + "FN": 128711.52, + "FP": 203488.38, + "IoU": 0.8051562443430988, + "TN": 94894248.84, + "TP": 1230512.1, + "n_pred": 1434000.48, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5475436454222212, + "FN": 185386.6, + "FP": 64234.06, + "IoU": 0.4034970709591359, + "TN": 96053802.12, + "TP": 153538.06, + "n_pred": 217772.12, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8209231360916708, + "FN": 41036.56, + "FP": 11373.86, + "IoU": 0.7116275598893047, + "TN": 96313217.8, + "TP": 91332.62, + "n_pred": 102706.48, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7675259945710222, + "FN": 21221.1, + "FP": 10533.16, + "IoU": 0.6333623924263422, + "TN": 96368772.18, + "TP": 56434.4, + "n_pred": 66967.56, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7008212813297559, + "FN": 7016, + "FP": 66132, + "IoU": 0.539434083439322, + "TN": 119434498, + "TP": 85674, + "n_pred": 151806, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6458570824740948, + "FN": 24911, + "FP": 30387, + "IoU": 0.47694897939880065, + "TN": 119487598, + "TP": 50424, + "n_pred": 80811, + "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": 0.5572826712723086, + "FN": 2529, + "FP": 547, + "IoU": 0.3862729449321628, + "TN": 119588308, + "TP": 1936, + "n_pred": 2483, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3868241752855252, + "FN": 33028, + "FP": 29519, + "IoU": 0.2397904613739122, + "TN": 119511044, + "TP": 19729, + "n_pred": 49248, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3801997279032376, + "FN": 187541, + "FP": 7900, + "IoU": 0.2347201284335415, + "TN": 119337935, + "TP": 59944, + "n_pred": 67844, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0036596807887493326, + "FN": 32510, + "FP": 159697, + "IoU": 0.001833194848358953, + "TN": 119400760, + "TP": 353, + "n_pred": 160050, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9104113249792352, + "FN": 14747, + "FP": 10061, + "IoU": 0.8355550547199703, + "TN": 119442461, + "TP": 126051, + "n_pred": 136112, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8713304561188275, + "FN": 11287, + "FP": 35699, + "IoU": 0.7719978454655299, + "TN": 119387243, + "TP": 159091, + "n_pred": 194790, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7670615744349182, + "FN": 28497, + "FP": 1389, + "IoU": 0.62214102385799, + "TN": 119514227, + "TP": 49207, + "n_pred": 50596, + "n_ref": 77704 + }, + "5": { + "Dice": 0.025744119942856303, + "FN": 63390, + "FP": 2761, + "IoU": 0.013039910481163744, + "TN": 119526295, + "TP": 874, + "n_pred": 3635, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9488772766253116, + "FN": 56650, + "FP": 64604, + "IoU": 0.9027273937898403, + "TN": 118346782, + "TP": 1125284, + "n_pred": 1189888, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 82279, + "IoU": 0.0, + "TN": 119511041, + "TP": 0, + "n_pred": 82279, + "n_ref": 0 + }, + "8": { + "Dice": 0.6077583092869376, + "FN": 143493, + "FP": 41103, + "IoU": 0.43653218643069286, + "TN": 119265713, + "TP": 143011, + "n_pred": 184114, + "n_ref": 286504 + }, + "9": { + "Dice": 0.777674873489468, + "FN": 24053, + "FP": 5954, + "IoU": 0.6362258752788285, + "TN": 119510832, + "TP": 52481, + "n_pred": 58435, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9078539837970164, + "FN": 20753, + "FP": 13312, + "IoU": 0.8312569659442725, + "TN": 72623785, + "TP": 167810, + "n_pred": 181122, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5721246298502884, + "FN": 19956, + "FP": 52580, + "IoU": 0.40068246978046945, + "TN": 72704629, + "TP": 48495, + "n_pred": 101075, + "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": 0.48450704225352115, + "FN": 1842, + "FP": 354, + "IoU": 0.31970260223048325, + "TN": 72822432, + "TP": 1032, + "n_pred": 1386, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5113043869111831, + "FN": 27432, + "FP": 16058, + "IoU": 0.34345797919717397, + "TN": 72759419, + "TP": 22751, + "n_pred": 38809, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8256615999898751, + "FN": 11650, + "FP": 15900, + "IoU": 0.7030866060266414, + "TN": 72732872, + "TP": 65238, + "n_pred": 81138, + "n_ref": 76888 + }, + "15": { + "Dice": 0.44322286791267473, + "FN": 22727, + "FP": 26903, + "IoU": 0.2847054075867635, + "TN": 72756276, + "TP": 19754, + "n_pred": 46657, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9293999174098572, + "FN": 7557, + "FP": 11933, + "IoU": 0.8681111953226505, + "TN": 72677884, + "TP": 128286, + "n_pred": 140219, + "n_ref": 135843 + }, + "3": { + "Dice": 0.930766158798543, + "FN": 11779, + "FP": 5384, + "IoU": 0.870498223057247, + "TN": 72693129, + "TP": 115368, + "n_pred": 120752, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8161546452953399, + "FN": 5013, + "FP": 4897, + "IoU": 0.6894098473689159, + "TN": 72793753, + "TP": 21997, + "n_pred": 26894, + "n_ref": 27010 + }, + "5": { + "Dice": 0.21046090108751941, + "FN": 7623, + "FP": 0, + "IoU": 0.11760620442180808, + "TN": 72817021, + "TP": 1016, + "n_pred": 1016, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9298578000337896, + "FN": 76754, + "FP": 93881, + "IoU": 0.8689105055974334, + "TN": 71523992, + "TP": 1131033, + "n_pred": 1224914, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7184567870974068, + "FN": 92323, + "FP": 22541, + "IoU": 0.5606184636335121, + "TN": 72564238, + "TP": 146558, + "n_pred": 169099, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8989489891551747, + "FN": 4480, + "FP": 7596, + "IoU": 0.8164462684298526, + "TN": 72759870, + "TP": 53714, + "n_pred": 61310, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7641549595572584, + "FN": 24135, + "FP": 9105, + "IoU": 0.6183258697898726, + "TN": 72738570, + "TP": 53850, + "n_pred": 62955, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8700516699601542, + "FN": 45180, + "FP": 19002, + "IoU": 0.7699924384413872, + "TN": 71530445, + "TP": 214861, + "n_pred": 233863, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7681502168875156, + "FN": 29082, + "FP": 9936, + "IoU": 0.6235745846759411, + "TN": 71705834, + "TP": 64636, + "n_pred": 74572, + "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": 0.22160955756859657, + "FN": 5665, + "FP": 264, + "IoU": 0.12461243171415916, + "TN": 71802715, + "TP": 844, + "n_pred": 1108, + "n_ref": 6509 + }, + "13": { + "Dice": 0.47458290735866704, + "FN": 42083, + "FP": 6227, + "IoU": 0.3111168149669176, + "TN": 71739360, + "TP": 21818, + "n_pred": 28045, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7911936522539098, + "FN": 178160, + "FP": 3418, + "IoU": 0.6545247332040816, + "TN": 71283899, + "TP": 344011, + "n_pred": 347429, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5094516945449749, + "FN": 118866, + "FP": 142, + "IoU": 0.3417881142667515, + "TN": 71628683, + "TP": 61797, + "n_pred": 61939, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7478051200879182, + "FN": 55693, + "FP": 5808, + "IoU": 0.5971954781834139, + "TN": 71656806, + "TP": 91181, + "n_pred": 96989, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7855053330090679, + "FN": 15426, + "FP": 77181, + "IoU": 0.6467754485536433, + "TN": 71547312, + "TP": 169569, + "n_pred": 246750, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7139228321612877, + "FN": 625, + "FP": 10074, + "IoU": 0.5551166368663978, + "TN": 71785439, + "TP": 13350, + "n_pred": 23424, + "n_ref": 13975 + }, + "5": { + "Dice": 0.34427577955582145, + "FN": 8041, + "FP": 728, + "IoU": 0.20793062957275765, + "TN": 71798417, + "TP": 2302, + "n_pred": 3030, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9054890188580471, + "FN": 66832, + "FP": 179779, + "IoU": 0.8273000768921563, + "TN": 70381514, + "TP": 1181363, + "n_pred": 1361142, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7676491886180985, + "FN": 73475, + "FP": 24390, + "IoU": 0.622914499287173, + "TN": 71549958, + "TP": 161665, + "n_pred": 186055, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9223926840237869, + "FN": 7403, + "FP": 5021, + "IoU": 0.8559636431088852, + "TN": 71723232, + "TP": 73832, + "n_pred": 78853, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8491616819400654, + "FN": 16111, + "FP": 9484, + "IoU": 0.7378635804997952, + "TN": 71711848, + "TP": 72045, + "n_pred": 81529, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976007914914668, + "FN": 18228, + "FP": 26484, + "IoU": 0.8142248148979134, + "TN": 135204832, + "TP": 195966, + "n_pred": 222450, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6997666247788065, + "FN": 30563, + "FP": 16265, + "IoU": 0.5381854043392504, + "TN": 135344110, + "TP": 54572, + "n_pred": 70837, + "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": 0.0526592943654555, + "FN": 5358, + "FP": 39, + "IoU": 0.02704164413196322, + "TN": 135439963, + "TP": 150, + "n_pred": 189, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6202739444928949, + "FN": 16391, + "FP": 13217, + "IoU": 0.4495631158207845, + "TN": 135391720, + "TP": 24182, + "n_pred": 37399, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8931132132313069, + "FN": 9608, + "FP": 22324, + "IoU": 0.8068695226171684, + "TN": 135280171, + "TP": 133407, + "n_pred": 155731, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2978843507814613, + "FN": 25969, + "FP": 93437, + "IoU": 0.1750082909573292, + "TN": 135300774, + "TP": 25330, + "n_pred": 118767, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7593457500332251, + "FN": 49557, + "FP": 51847, + "IoU": 0.6120526730582357, + "TN": 135184124, + "TP": 159982, + "n_pred": 211829, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8128047821299355, + "FN": 30519, + "FP": 59921, + "IoU": 0.6846429044653505, + "TN": 135158724, + "TP": 196346, + "n_pred": 256267, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8071789930137316, + "FN": 3335, + "FP": 12673, + "IoU": 0.6766974996970554, + "TN": 135395996, + "TP": 33506, + "n_pred": 46179, + "n_ref": 36841 + }, + "5": { + "Dice": 0.191649232401214, + "FN": 24792, + "FP": 2641, + "IoU": 0.10598012058008799, + "TN": 135414825, + "TP": 3252, + "n_pred": 5893, + "n_ref": 28044 + }, + "6": { + "Dice": 0.952099667732509, + "FN": 64740, + "FP": 96015, + "IoU": 0.9085784577167902, + "TN": 133687117, + "TP": 1597638, + "n_pred": 1693653, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6440999826340729, + "FN": 56174, + "FP": 101631, + "IoU": 0.4750350131902422, + "TN": 135144909, + "TP": 142796, + "n_pred": 244427, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5989274171165606, + "FN": 155837, + "FP": 23351, + "IoU": 0.4274777941082497, + "TN": 135132530, + "TP": 133792, + "n_pred": 157143, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7863694053976389, + "FN": 32358, + "FP": 3326, + "IoU": 0.647947908445146, + "TN": 135344150, + "TP": 65676, + "n_pred": 69002, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6764504393336596, + "FN": 97238, + "FP": 54840, + "IoU": 0.5110881068881931, + "TN": 105442951, + "TP": 158976, + "n_pred": 213816, + "n_ref": 256214 + }, + "10": { + "Dice": 0.20334438133941807, + "FN": 48276, + "FP": 47388, + "IoU": 0.11317938687159901, + "TN": 105646132, + "TP": 12209, + "n_pred": 59597, + "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": 0.3563392107472712, + "FN": 3343, + "FP": 490, + "IoU": 0.21679607682876992, + "TN": 105749111, + "TP": 1061, + "n_pred": 1551, + "n_ref": 4404 + }, + "13": { + "Dice": 0.38435569781689966, + "FN": 57847, + "FP": 16010, + "IoU": 0.23789623576027735, + "TN": 105657093, + "TP": 23055, + "n_pred": 39065, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9367342099022423, + "FN": 19151, + "FP": 4859, + "IoU": 0.8809972244250595, + "TN": 105552245, + "TP": 177750, + "n_pred": 182609, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6868331817054008, + "FN": 11323, + "FP": 3823, + "IoU": 0.5230357424027712, + "TN": 105722250, + "TP": 16609, + "n_pred": 20432, + "n_ref": 27932 + }, + "2": { + "Dice": 0.831266318537859, + "FN": 40822, + "FP": 4674, + "IoU": 0.7112538397095783, + "TN": 105596441, + "TP": 112068, + "n_pred": 116742, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8352557000098311, + "FN": 14282, + "FP": 47721, + "IoU": 0.7171150784055187, + "TN": 105534824, + "TP": 157178, + "n_pred": 204899, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6705947839309231, + "FN": 16157, + "FP": 8106, + "IoU": 0.5044321895424837, + "TN": 105705045, + "TP": 24697, + "n_pred": 32803, + "n_ref": 40854 + }, + "5": { + "Dice": 0.23438643165946127, + "FN": 10603, + "FP": 908, + "IoU": 0.13275069690348829, + "TN": 105740732, + "TP": 1762, + "n_pred": 2670, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8849990733541516, + "FN": 106406, + "FP": 265287, + "IoU": 0.7937204823823873, + "TN": 103952115, + "TP": 1430197, + "n_pred": 1695484, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5574422696625715, + "FN": 125184, + "FP": 102188, + "IoU": 0.38642631621555984, + "TN": 105383435, + "TP": 143198, + "n_pred": 245386, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8983488663009515, + "FN": 5723, + "FP": 13048, + "IoU": 0.815456761964686, + "TN": 105652289, + "TP": 82945, + "n_pred": 95993, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7672226054728185, + "FN": 18087, + "FP": 16331, + "IoU": 0.6223529153591257, + "TN": 105662867, + "TP": 56720, + "n_pred": 73051, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9168248570463624, + "FN": 17078, + "FP": 25774, + "IoU": 0.8464234643959186, + "TN": 96858853, + "TP": 236175, + "n_pred": 261949, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8131843084949223, + "FN": 16245, + "FP": 28015, + "IoU": 0.6851816287191743, + "TN": 96997291, + "TP": 96329, + "n_pred": 124344, + "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": 0.5695581014729951, + "FN": 2604, + "FP": 289, + "IoU": 0.39816933638443935, + "TN": 97133073, + "TP": 1914, + "n_pred": 2203, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7247992403129581, + "FN": 14787, + "FP": 11875, + "IoU": 0.5683804960176132, + "TN": 97076108, + "TP": 35110, + "n_pred": 46985, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8475536434812816, + "FN": 58298, + "FP": 15867, + "IoU": 0.7354386941198293, + "TN": 96857548, + "TP": 206167, + "n_pred": 222034, + "n_ref": 264465 + }, + "15": { + "Dice": 0.05186491735700979, + "FN": 19755, + "FP": 75927, + "IoU": 0.026622854759458386, + "TN": 97039581, + "TP": 2617, + "n_pred": 78544, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6052469869965112, + "FN": 76936, + "FP": 2722, + "IoU": 0.43394563865695507, + "TN": 96997155, + "TP": 61067, + "n_pred": 63789, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7602582915976194, + "FN": 14177, + "FP": 76822, + "IoU": 0.613239263021442, + "TN": 96902595, + "TP": 144286, + "n_pred": 221108, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8734931009440814, + "FN": 3440, + "FP": 3528, + "IoU": 0.7753996905621454, + "TN": 97106856, + "TP": 24056, + "n_pred": 27584, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6098670871817977, + "FN": 7865, + "FP": 794, + "IoU": 0.43871135023011604, + "TN": 97122453, + "TP": 6768, + "n_pred": 7562, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8679055143746951, + "FN": 71544, + "FP": 363380, + "IoU": 0.7666369948753115, + "TN": 95274157, + "TP": 1428799, + "n_pred": 1792179, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8708728122186572, + "FN": 34669, + "FP": 30447, + "IoU": 0.7712796411623586, + "TN": 96853183, + "TP": 219581, + "n_pred": 250028, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9208893405392089, + "FN": 8438, + "FP": 12114, + "IoU": 0.8533780409502747, + "TN": 96997710, + "TP": 119618, + "n_pred": 131732, + "n_ref": 128056 + }, + "9": { + "Dice": 0.791620436413589, + "FN": 8648, + "FP": 22904, + "IoU": 0.6551090901141183, + "TN": 97046396, + "TP": 59932, + "n_pred": 82836, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9342782460407318, + "FN": 6411, + "FP": 17098, + "IoU": 0.8766624520610471, + "TN": 130576185, + "TP": 167098, + "n_pred": 184196, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6528504840444603, + "FN": 18072, + "FP": 44861, + "IoU": 0.48461620355583945, + "TN": 130644683, + "TP": 59176, + "n_pred": 104037, + "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": 0.48577190230786466, + "FN": 2244, + "FP": 51, + "IoU": 0.32080497188517315, + "TN": 130763413, + "TP": 1084, + "n_pred": 1135, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5620669479259692, + "FN": 33989, + "FP": 8674, + "IoU": 0.3908853385873988, + "TN": 130696751, + "TP": 27378, + "n_pred": 36052, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9409881443729894, + "FN": 7472, + "FP": 11587, + "IoU": 0.888552983966225, + "TN": 130595778, + "TP": 151955, + "n_pred": 163542, + "n_ref": 159427 + }, + "15": { + "Dice": 0.32367129633486913, + "FN": 9366, + "FP": 71809, + "IoU": 0.19308343025278582, + "TN": 130666193, + "TP": 19424, + "n_pred": 91233, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8999599505059984, + "FN": 15774, + "FP": 17698, + "IoU": 0.8181156230811448, + "TN": 130582763, + "TP": 150557, + "n_pred": 168255, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8859001787755342, + "FN": 14912, + "FP": 24020, + "IoU": 0.795171278101341, + "TN": 130576721, + "TP": 151139, + "n_pred": 175159, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6940962512466512, + "FN": 12189, + "FP": 3454, + "IoU": 0.5315064390536088, + "TN": 130733402, + "TP": 17747, + "n_pred": 21201, + "n_ref": 29936 + }, + "5": { + "Dice": 0.31802788060171694, + "FN": 25252, + "FP": 725, + "IoU": 0.18908035212586627, + "TN": 130734758, + "TP": 6057, + "n_pred": 6782, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9278867126685466, + "FN": 47061, + "FP": 153458, + "IoU": 0.865474501279716, + "TN": 129276227, + "TP": 1290046, + "n_pred": 1443504, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7607845073698628, + "FN": 152821, + "FP": 31268, + "IoU": 0.6139243028306219, + "TN": 130289971, + "TP": 292732, + "n_pred": 324000, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7221769700119433, + "FN": 85701, + "FP": 25491, + "IoU": 0.5651619614483652, + "TN": 130511083, + "TP": 144517, + "n_pred": 170008, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8118091476894679, + "FN": 26383, + "FP": 8689, + "IoU": 0.6832312722411893, + "TN": 130656074, + "TP": 75646, + "n_pred": 84335, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6819874298629974, + "FN": 28857, + "FP": 131539, + "IoU": 0.5174362106365248, + "TN": 71903625, + "TP": 171987, + "n_pred": 303526, + "n_ref": 200844 + }, + "10": { + "Dice": 0.24273851195352647, + "FN": 49626, + "FP": 31716, + "IoU": 0.13813454264190128, + "TN": 72141629, + "TP": 13037, + "n_pred": 44753, + "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": 0.09178178412549755, + "FN": 3875, + "FP": 4, + "IoU": 0.04809815950920245, + "TN": 72231933, + "TP": 196, + "n_pred": 200, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2944100048514905, + "FN": 56784, + "FP": 8663, + "IoU": 0.17261475834692355, + "TN": 72156907, + "TP": 13654, + "n_pred": 22317, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1268621053608694, + "FN": 18495, + "FP": 743406, + "IoU": 0.06772705080813606, + "TN": 71418757, + "TP": 55350, + "n_pred": 798756, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2693689543988945, + "FN": 4924, + "FP": 121972, + "IoU": 0.15564782284680082, + "TN": 72085720, + "TP": 23392, + "n_pred": 145364, + "n_ref": 28316 + }, + "2": { + "Dice": 0.43254696025607436, + "FN": 89323, + "FP": 10307, + "IoU": 0.27595529134750946, + "TN": 72098406, + "TP": 37972, + "n_pred": 48279, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7405807861387019, + "FN": 10142, + "FP": 100623, + "IoU": 0.5880335776902507, + "TN": 71967139, + "TP": 158104, + "n_pred": 258727, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8395, + "IoU": 0.0, + "TN": 72227613, + "TP": 0, + "n_pred": 8395, + "n_ref": 0 + }, + "5": { + "Dice": 0.6662115005310272, + "FN": 3836, + "FP": 564, + "IoU": 0.49948811284268, + "TN": 72227217, + "TP": 4391, + "n_pred": 4955, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7267320010433228, + "FN": 402881, + "FP": 431075, + "IoU": 0.5707612235906432, + "TN": 70293136, + "TP": 1108916, + "n_pred": 1539991, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.31553166464339194, + "FN": 205663, + "FP": 373953, + "IoU": 0.18731825230575957, + "TN": 71522794, + "TP": 133598, + "n_pred": 507551, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8880692610097619, + "FN": 7264, + "FP": 7940, + "IoU": 0.7986731815834426, + "TN": 72160489, + "TP": 60315, + "n_pred": 68255, + "n_ref": 67579 + }, + "9": { + "Dice": 0.40977548767022454, + "FN": 35703, + "FP": 4388, + "IoU": 0.2576840468078803, + "TN": 72182000, + "TP": 13917, + "n_pred": 18305, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36858520974885794, + "FN": 57203, + "FP": 51711, + "IoU": 0.22592979538460445, + "TN": 52412417, + "TP": 31789, + "n_pred": 83500, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 545, + "IoU": 0.0, + "TN": 52505391, + "TP": 0, + "n_pred": 545, + "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": 0.11048265460030166, + "FN": 3773, + "FP": 945, + "IoU": 0.05847136300139693, + "TN": 52548109, + "TP": 293, + "n_pred": 1238, + "n_ref": 4066 + }, + "13": { + "Dice": 0.22467490768983786, + "FN": 18816, + "FP": 502, + "IoU": 0.1265542342994077, + "TN": 52531003, + "TP": 2799, + "n_pred": 3301, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3587515516935627, + "FN": 41676, + "FP": 8948, + "IoU": 0.21858454889249054, + "TN": 52488335, + "TP": 14161, + "n_pred": 23109, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 44682, + "IoU": 0.0, + "TN": 52483169, + "TP": 0, + "n_pred": 44682, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6426252544876597, + "FN": 59163, + "FP": 25270, + "IoU": 0.473432452321854, + "TN": 52392774, + "TP": 75913, + "n_pred": 101183, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7106521293823458, + "FN": 51157, + "FP": 23708, + "IoU": 0.5511717555650146, + "TN": 52386319, + "TP": 91936, + "n_pred": 115644, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 487, + "IoU": 0.0, + "TN": 52550753, + "TP": 0, + "n_pred": 487, + "n_ref": 1880 + }, + "5": { + "Dice": 0.37360150848522944, + "FN": 4796, + "FP": 187, + "IoU": 0.22971092904622042, + "TN": 52546651, + "TP": 1486, + "n_pred": 1673, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8277906982251884, + "FN": 161150, + "FP": 93349, + "IoU": 0.7061799432676844, + "TN": 51686947, + "TP": 611674, + "n_pred": 705023, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3044494025965627, + "FN": 155403, + "FP": 16679, + "IoU": 0.179557839832557, + "TN": 52343377, + "TP": 37661, + "n_pred": 54340, + "n_ref": 193064 + }, + "8": { + "Dice": 0.632208698261473, + "FN": 25822, + "FP": 13400, + "IoU": 0.4622113749794329, + "TN": 52480188, + "TP": 33710, + "n_pred": 47110, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6328271717551108, + "FN": 30914, + "FP": 23830, + "IoU": 0.46287284144427, + "TN": 52451200, + "TP": 47176, + "n_pred": 71006, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8169205695581314, + "FN": 24306, + "FP": 96003, + "IoU": 0.6905035693613737, + "TN": 143748525, + "TP": 268416, + "n_pred": 364419, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5365619755454327, + "FN": 52400, + "FP": 26853, + "IoU": 0.36664482306684143, + "TN": 144012118, + "TP": 45879, + "n_pred": 72732, + "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": 0.32121793992593606, + "FN": 4475, + "FP": 474, + "IoU": 0.19133986928104574, + "TN": 144131130, + "TP": 1171, + "n_pred": 1645, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5452161543694725, + "FN": 60223, + "FP": 13311, + "IoU": 0.3747746828554909, + "TN": 144019638, + "TP": 44078, + "n_pred": 57389, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9460293505673073, + "FN": 32719, + "FP": 10339, + "IoU": 0.8975860486025056, + "TN": 143716819, + "TP": 377373, + "n_pred": 387712, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6800953712077612, + "FN": 1986, + "FP": 17469, + "IoU": 0.5152609941447615, + "TN": 144097115, + "TP": 20680, + "n_pred": 38149, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5818871799001449, + "FN": 80230, + "FP": 2844, + "IoU": 0.4103250260858455, + "TN": 143996369, + "TP": 57807, + "n_pred": 60651, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7862546007777027, + "FN": 7787, + "FP": 82691, + "IoU": 0.6477920338824702, + "TN": 143880362, + "TP": 166410, + "n_pred": 249101, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8811851908382382, + "FN": 4984, + "FP": 7471, + "IoU": 0.7876059412356542, + "TN": 144078609, + "TP": 46186, + "n_pred": 53657, + "n_ref": 51170 + }, + "5": { + "Dice": 0.40635536464828415, + "FN": 23334, + "FP": 2372, + "IoU": 0.2549849292835613, + "TN": 144102746, + "TP": 8798, + "n_pred": 11170, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8527465989767183, + "FN": 68571, + "FP": 376953, + "IoU": 0.7432940257279859, + "TN": 142401708, + "TP": 1290018, + "n_pred": 1666971, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6191072834233068, + "FN": 116143, + "FP": 47407, + "IoU": 0.4483384378752513, + "TN": 143840782, + "TP": 132918, + "n_pred": 180325, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7396075052917772, + "FN": 69435, + "FP": 43003, + "IoU": 0.5868072909010731, + "TN": 143865130, + "TP": 159682, + "n_pred": 202685, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8625281771825006, + "FN": 15637, + "FP": 9489, + "IoU": 0.758285312990024, + "TN": 144033301, + "TP": 78823, + "n_pred": 88312, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9001377663482734, + "FN": 17998, + "FP": 25494, + "IoU": 0.8184095596770018, + "TN": 111539414, + "TP": 196014, + "n_pred": 221508, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3563439334322389, + "FN": 32191, + "FP": 17702, + "IoU": 0.21679957302524175, + "TN": 111715216, + "TP": 13811, + "n_pred": 31513, + "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": 0.1580443433769187, + "FN": 4243, + "FP": 200, + "IoU": 0.08580246913580247, + "TN": 111774060, + "TP": 417, + "n_pred": 617, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4276438817585226, + "FN": 34534, + "FP": 14743, + "IoU": 0.27197647962651067, + "TN": 111711234, + "TP": 18409, + "n_pred": 33152, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6811518047357766, + "FN": 8367, + "FP": 69908, + "IoU": 0.5164747597044798, + "TN": 111617036, + "TP": 83609, + "n_pred": 153517, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3205192211682476, + "FN": 7843, + "FP": 4406, + "IoU": 0.19084423305588585, + "TN": 111763782, + "TP": 2889, + "n_pred": 7295, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8700205392195096, + "FN": 38991, + "FP": 11003, + "IoU": 0.7699436754528052, + "TN": 111561608, + "TP": 167318, + "n_pred": 178321, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7773194917674564, + "FN": 4922, + "FP": 28605, + "IoU": 0.6357502933379688, + "TN": 111686876, + "TP": 58517, + "n_pred": 87122, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8593481121571009, + "FN": 1700, + "FP": 3858, + "IoU": 0.7533833251985623, + "TN": 111756383, + "TP": 16979, + "n_pred": 20837, + "n_ref": 18679 + }, + "5": { + "Dice": 0.14388438738643938, + "FN": 24365, + "FP": 42, + "IoU": 0.07751908685463754, + "TN": 111752462, + "TP": 2051, + "n_pred": 2093, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9588318936112504, + "FN": 68179, + "FP": 31997, + "IoU": 0.9209193863389851, + "TN": 110512162, + "TP": 1166582, + "n_pred": 1198579, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.38747331620549924, + "FN": 171505, + "FP": 39968, + "IoU": 0.2402895530967093, + "TN": 111500560, + "TP": 66887, + "n_pred": 106855, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6930218667220693, + "FN": 117133, + "FP": 24713, + "IoU": 0.5302474839299375, + "TN": 111476961, + "TP": 160113, + "n_pred": 184826, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7411793959064021, + "FN": 23704, + "FP": 15850, + "IoU": 0.5887887388370812, + "TN": 111682731, + "TP": 56635, + "n_pred": 72485, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.722900409487754, + "FN": 53126, + "FP": 32950, + "IoU": 0.5660485798118515, + "TN": 198889521, + "TP": 112278, + "n_pred": 145228, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5327410598106519, + "FN": 33444, + "FP": 18625, + "IoU": 0.36308591838731774, + "TN": 199006123, + "TP": 29683, + "n_pred": 48308, + "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": 0.3571585660875302, + "FN": 2523, + "FP": 400, + "IoU": 0.2174029451137885, + "TN": 199084140, + "TP": 812, + "n_pred": 1212, + "n_ref": 3335 + }, + "13": { + "Dice": 0.20342597844583096, + "FN": 31111, + "FP": 3998, + "IoU": 0.11322994544352394, + "TN": 199048283, + "TP": 4483, + "n_pred": 8481, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5398204145449018, + "FN": 22089, + "FP": 20294, + "IoU": 0.36969453615299963, + "TN": 199020633, + "TP": 24859, + "n_pred": 45153, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6396086282304254, + "FN": 71953, + "FP": 3114, + "IoU": 0.4701651609260305, + "TN": 198946195, + "TP": 66613, + "n_pred": 69727, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8713564766469063, + "FN": 19852, + "FP": 12547, + "IoU": 0.7720386983289358, + "TN": 198945750, + "TP": 109726, + "n_pred": 122273, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9010067752411454, + "FN": 8572, + "FP": 20051, + "IoU": 0.8198474339446885, + "TN": 198928993, + "TP": 130259, + "n_pred": 150310, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8095238095238095, + "FN": 2976, + "FP": 3680, + "IoU": 0.68, + "TN": 199067075, + "TP": 14144, + "n_pred": 17824, + "n_ref": 17120 + }, + "5": { + "Dice": 0.13710564526774321, + "FN": 18510, + "FP": 1101, + "IoU": 0.0735981860267372, + "TN": 199066706, + "TP": 1558, + "n_pred": 2659, + "n_ref": 20068 + }, + "6": { + "Dice": 0.888285670718569, + "FN": 83135, + "FP": 186471, + "IoU": 0.7990233168018285, + "TN": 197746396, + "TP": 1071873, + "n_pred": 1258344, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5921630827634624, + "FN": 76467, + "FP": 33328, + "IoU": 0.42061908983451535, + "TN": 198898371, + "TP": 79709, + "n_pred": 113037, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7915002335624469, + "FN": 35329, + "FP": 8413, + "IoU": 0.6549444654802474, + "TN": 198961107, + "TP": 83026, + "n_pred": 91439, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8546050778578039, + "FN": 18441, + "FP": 10467, + "IoU": 0.7461226353784273, + "TN": 198974009, + "TP": 84958, + "n_pred": 95425, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8296485085429374, + "FN": 16730, + "FP": 52115, + "IoU": 0.7088883250877416, + "TN": 130838702, + "TP": 167645, + "n_pred": 219760, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6726416831032216, + "FN": 18778, + "FP": 43461, + "IoU": 0.5067521516539601, + "TN": 130949010, + "TP": 63943, + "n_pred": 107404, + "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": 0.6062349016450017, + "FN": 2000, + "FP": 1423, + "IoU": 0.43496203367448005, + "TN": 131069134, + "TP": 2635, + "n_pred": 4058, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4306884090978106, + "FN": 61792, + "FP": 13200, + "IoU": 0.2744441649412721, + "TN": 130971834, + "TP": 28366, + "n_pred": 41566, + "n_ref": 90158 + }, + "14": { + "Dice": 0.09289639676222962, + "FN": 36024, + "FP": 366066, + "IoU": 0.04871072374071104, + "TN": 130652513, + "TP": 20589, + "n_pred": 386655, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3443588339765246, + "FN": 14685, + "FP": 34414, + "IoU": 0.207991224815705, + "TN": 131013199, + "TP": 12894, + "n_pred": 47308, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5811325979999741, + "FN": 93107, + "FP": 3692, + "IoU": 0.40957498719106056, + "TN": 130911244, + "TP": 67149, + "n_pred": 70841, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7297871587661993, + "FN": 14739, + "FP": 115098, + "IoU": 0.5745392701724952, + "TN": 130770024, + "TP": 175331, + "n_pred": 290429, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8227648993469867, + "FN": 21296, + "FP": 1014, + "IoU": 0.6988959969768133, + "TN": 131001098, + "TP": 51784, + "n_pred": 52798, + "n_ref": 73080 + }, + "5": { + "Dice": 0.40400082491235306, + "FN": 10781, + "FP": 779, + "IoU": 0.2531334797777491, + "TN": 131059714, + "TP": 3918, + "n_pred": 4697, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7769483858439435, + "FN": 61612, + "FP": 745877, + "IoU": 0.6352539638157969, + "TN": 128861353, + "TP": 1406350, + "n_pred": 2152227, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.47406298489344173, + "FN": 469054, + "FP": 214611, + "IoU": 0.3106700867731014, + "TN": 130083410, + "TP": 308117, + "n_pred": 522728, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9155794290882017, + "FN": 10747, + "FP": 10910, + "IoU": 0.8443028965398247, + "TN": 130936095, + "TP": 117440, + "n_pred": 128350, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5644678298491389, + "FN": 35666, + "FP": 10439, + "IoU": 0.393211550103972, + "TN": 130999210, + "TP": 29877, + "n_pred": 40316, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7519753075010859, + "FN": 12108, + "FP": 122087, + "IoU": 0.6025323954091077, + "TN": 101279575, + "TP": 203430, + "n_pred": 325517, + "n_ref": 215538 + }, + "10": { + "Dice": 0.42620543149005363, + "FN": 29572, + "FP": 14185, + "IoU": 0.2708138914811358, + "TN": 101557192, + "TP": 16251, + "n_pred": 30436, + "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": 0.4852207293666027, + "FN": 3594, + "FP": 429, + "IoU": 0.32032437911809425, + "TN": 101611281, + "TP": 1896, + "n_pred": 2325, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6991796365866748, + "FN": 14487, + "FP": 24749, + "IoU": 0.5374913064491412, + "TN": 101532367, + "TP": 45597, + "n_pred": 70346, + "n_ref": 60084 + }, + "14": { + "Dice": 0.889699656706538, + "FN": 3976, + "FP": 10354, + "IoU": 0.8013144029726582, + "TN": 101545076, + "TP": 57794, + "n_pred": 68148, + "n_ref": 61770 + }, + "15": { + "Dice": 0.535225626442024, + "FN": 13316, + "FP": 21332, + "IoU": 0.3653979999267372, + "TN": 101562602, + "TP": 19950, + "n_pred": 41282, + "n_ref": 33266 + }, + "2": { + "Dice": 0.2710046617551167, + "FN": 144497, + "FP": 5313, + "IoU": 0.15674111766560095, + "TN": 101439544, + "TP": 27846, + "n_pred": 33159, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7030814196242171, + "FN": 4586, + "FP": 137638, + "IoU": 0.5421168531801733, + "TN": 101306588, + "TP": 168388, + "n_pred": 306026, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3346084784136154, + "FN": 3355, + "FP": 47783, + "IoU": 0.20091880742546409, + "TN": 101553204, + "TP": 12858, + "n_pred": 60641, + "n_ref": 16213 + }, + "5": { + "Dice": 0.49162455549316864, + "FN": 19864, + "FP": 1866, + "IoU": 0.3259298321804138, + "TN": 101584963, + "TP": 10507, + "n_pred": 12373, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8574029984680246, + "FN": 261009, + "FP": 162321, + "IoU": 0.7503984320967345, + "TN": 99921177, + "TP": 1272693, + "n_pred": 1435014, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8049895237882359, + "FN": 85703, + "FP": 80060, + "IoU": 0.6736254951840155, + "TN": 101109308, + "TP": 342129, + "n_pred": 422189, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6597163113068395, + "FN": 107158, + "FP": 21572, + "IoU": 0.4922213982549425, + "TN": 101363684, + "TP": 124786, + "n_pred": 146358, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8234054415017124, + "FN": 13797, + "FP": 15028, + "IoU": 0.6998208818445004, + "TN": 101521174, + "TP": 67201, + "n_pred": 82229, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944903389104244, + "FN": 32063, + "FP": 10289, + "IoU": 0.8091203273871227, + "TN": 118960334, + "TP": 179526, + "n_pred": 189815, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6604384411270493, + "FN": 29849, + "FP": 22490, + "IoU": 0.4930258238245607, + "TN": 119078974, + "TP": 50899, + "n_pred": 73389, + "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": 0.0008555539711963497, + "FN": 4132, + "FP": 2875, + "IoU": 0.00042796005706134097, + "TN": 119175202, + "TP": 3, + "n_pred": 2878, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4552676695723565, + "FN": 14221, + "FP": 30897, + "IoU": 0.2947226911773901, + "TN": 119118240, + "TP": 18854, + "n_pred": 49751, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1486146628061796, + "FN": 58835, + "FP": 21735, + "IoU": 0.08027213990548161, + "TN": 119094610, + "TP": 7032, + "n_pred": 28767, + "n_ref": 65867 + }, + "15": { + "Dice": 0.06990032694352523, + "FN": 17203, + "FP": 76392, + "IoU": 0.036215915643792736, + "TN": 119085100, + "TP": 3517, + "n_pred": 79909, + "n_ref": 20720 + }, + "2": { + "Dice": 0.808746734547088, + "FN": 42254, + "FP": 29273, + "IoU": 0.6789041071292293, + "TN": 118959453, + "TP": 151232, + "n_pred": 180505, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8703964188966345, + "FN": 42613, + "FP": 3364, + "IoU": 0.7705326306122856, + "TN": 118981848, + "TP": 154387, + "n_pred": 157751, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6942246778229364, + "FN": 19338, + "FP": 1803, + "IoU": 0.5316570669029685, + "TN": 119137072, + "TP": 23999, + "n_pred": 25802, + "n_ref": 43337 + }, + "5": { + "Dice": 0.3921309161483834, + "FN": 13277, + "FP": 504, + "IoU": 0.2438823658509821, + "TN": 119163986, + "TP": 4445, + "n_pred": 4949, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8975324361103599, + "FN": 99277, + "FP": 275103, + "IoU": 0.8141123290228658, + "TN": 117168200, + "TP": 1639632, + "n_pred": 1914735, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.49964070837851055, + "FN": 180118, + "FP": 55236, + "IoU": 0.3330140394828573, + "TN": 118829350, + "TP": 117508, + "n_pred": 172744, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9067252320696656, + "FN": 11152, + "FP": 3458, + "IoU": 0.8293662843661675, + "TN": 119096590, + "TP": 71012, + "n_pred": 74470, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8044104068220086, + "FN": 26281, + "FP": 2527, + "IoU": 0.6728148282754861, + "TN": 119094164, + "TP": 59240, + "n_pred": 61767, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39716, + "IoU": 0.0, + "TN": 61292764, + "TP": 0, + "n_pred": 39716, + "n_ref": 0 + }, + "10": { + "Dice": 0.5096408062913629, + "FN": 19296, + "FP": 9823, + "IoU": 0.3419583738220605, + "TN": 61288229, + "TP": 15132, + "n_pred": 24955, + "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": 0.11048434156778837, + "FN": 4566, + "FP": 7, + "IoU": 0.05847230800905909, + "TN": 61327623, + "TP": 284, + "n_pred": 291, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3432579097824507, + "FN": 38527, + "FP": 15691, + "IoU": 0.20718850073844444, + "TN": 61264093, + "TP": 14169, + "n_pred": 29860, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9281098223339148, + "FN": 26646, + "FP": 11143, + "IoU": 0.865862792356923, + "TN": 61050761, + "TP": 243930, + "n_pred": 255073, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6012786425205964, + "FN": 43162, + "FP": 29869, + "IoU": 0.42987735856421305, + "TN": 61204383, + "TP": 55066, + "n_pred": 84935, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5487362416926861, + "FN": 98025, + "FP": 5457, + "IoU": 0.37810924344497265, + "TN": 61166081, + "TP": 62917, + "n_pred": 68374, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7174806990040001, + "FN": 13315, + "FP": 77511, + "IoU": 0.5594307223655872, + "TN": 61126324, + "TP": 115330, + "n_pred": 192841, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8680258051509501, + "FN": 7744, + "FP": 2730, + "IoU": 0.7668247289565663, + "TN": 61287561, + "TP": 34445, + "n_pred": 37175, + "n_ref": 42189 + }, + "5": { + "Dice": 0.389126559714795, + "FN": 6389, + "FP": 465, + "IoU": 0.24156246541994025, + "TN": 61323443, + "TP": 2183, + "n_pred": 2648, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9455989302294315, + "FN": 31528, + "FP": 103619, + "IoU": 0.8968114291037169, + "TN": 60022771, + "TP": 1174562, + "n_pred": 1278181, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.35520138671545853, + "FN": 152588, + "FP": 34893, + "IoU": 0.2159543325526932, + "TN": 61093360, + "TP": 51639, + "n_pred": 86532, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6735950190763758, + "FN": 39046, + "FP": 2789, + "IoU": 0.5078351097621232, + "TN": 61247478, + "TP": 43167, + "n_pred": 45956, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7210383601361045, + "FN": 15377, + "FP": 21762, + "IoU": 0.5637685585416276, + "TN": 61247344, + "TP": 47997, + "n_pred": 69759, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9236595013087812, + "FN": 10072, + "FP": 17547, + "IoU": 0.8581480511342917, + "TN": 148912797, + "TP": 167084, + "n_pred": 184631, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6663127945984968, + "FN": 25729, + "FP": 21419, + "IoU": 0.4996019995542395, + "TN": 149013279, + "TP": 47073, + "n_pred": 68492, + "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": 0.1694373401534527, + "FN": 1832, + "FP": 766, + "IoU": 0.09256025148445686, + "TN": 149104637, + "TP": 265, + "n_pred": 1031, + "n_ref": 2097 + }, + "13": { + "Dice": 0.23346927730637648, + "FN": 72288, + "FP": 7028, + "IoU": 0.13216259095136496, + "TN": 149016105, + "TP": 12079, + "n_pred": 19107, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8702834809689295, + "FN": 8672, + "FP": 16486, + "IoU": 0.7703556302030086, + "TN": 148997948, + "TP": 84394, + "n_pred": 100880, + "n_ref": 93066 + }, + "15": { + "Dice": 0.39408348955237527, + "FN": 20805, + "FP": 32203, + "IoU": 0.2453947555732711, + "TN": 149037254, + "TP": 17238, + "n_pred": 49441, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9267807616427389, + "FN": 11144, + "FP": 11903, + "IoU": 0.8635521322384507, + "TN": 148938593, + "TP": 145860, + "n_pred": 157763, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5408071197145552, + "FN": 33713, + "FP": 11073, + "IoU": 0.37062072260711926, + "TN": 149036341, + "TP": 26373, + "n_pred": 37446, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9109376505733835, + "FN": 2201, + "FP": 2420, + "IoU": 0.8364421477365236, + "TN": 149079247, + "TP": 23632, + "n_pred": 26052, + "n_ref": 25833 + }, + "5": { + "Dice": 0.01718494271685761, + "FN": 33422, + "FP": 206, + "IoU": 0.008666941807676434, + "TN": 149073578, + "TP": 294, + "n_pred": 500, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9526452285941478, + "FN": 61371, + "FP": 42489, + "IoU": 0.9095726248665704, + "TN": 147958954, + "TP": 1044686, + "n_pred": 1087175, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4743981271856726, + "FN": 176647, + "FP": 41585, + "IoU": 0.3109580131220834, + "TN": 148790782, + "TP": 98486, + "n_pred": 140071, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7086269982283683, + "FN": 91272, + "FP": 22045, + "IoU": 0.5487392080028035, + "TN": 148856388, + "TP": 137795, + "n_pred": 159840, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7652482405262788, + "FN": 27521, + "FP": 9270, + "IoU": 0.6197587771427391, + "TN": 149010743, + "TP": 59966, + "n_pred": 69236, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3103653353243672, + "FN": 419081, + "FP": 7647, + "IoU": 0.18368783608257086, + "TN": 100190049, + "TP": 96023, + "n_pred": 103670, + "n_ref": 515104 + }, + "10": { + "Dice": 0.12642926218783776, + "FN": 34026, + "FP": 27400, + "IoU": 0.06748037831519181, + "TN": 100646929, + "TP": 4445, + "n_pred": 31845, + "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": 0.10582010582010581, + "FN": 5543, + "FP": 34, + "IoU": 0.055865921787709494, + "TN": 100706893, + "TP": 330, + "n_pred": 364, + "n_ref": 5873 + }, + "13": { + "Dice": 0.013027369427512848, + "FN": 38828, + "FP": 10720, + "IoU": 0.006556390977443609, + "TN": 100662925, + "TP": 327, + "n_pred": 11047, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5203086032639608, + "FN": 29029, + "FP": 201208, + "IoU": 0.3516331881172505, + "TN": 100357697, + "TP": 124866, + "n_pred": 326074, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8427813521722053, + "FN": 19095, + "FP": 9324, + "IoU": 0.7282818625107563, + "TN": 100608210, + "TP": 76171, + "n_pred": 85495, + "n_ref": 95266 + }, + "2": { + "Dice": 0.02812677515287199, + "FN": 229789, + "FP": 2893, + "IoU": 0.01426398756190452, + "TN": 100476751, + "TP": 3367, + "n_pred": 6260, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6181541606873833, + "FN": 33764, + "FP": 201193, + "IoU": 0.44733945213083753, + "TN": 100287662, + "TP": 190181, + "n_pred": 391374, + "n_ref": 223945 + }, + "4": { + "Dice": 0.3592493880881153, + "FN": 41140, + "FP": 17761, + "IoU": 0.21895429170036995, + "TN": 100637387, + "TP": 16512, + "n_pred": 34273, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0021586003181095206, + "FN": 16454, + "FP": 1112, + "IoU": 0.001080466306511231, + "TN": 100695215, + "TP": 19, + "n_pred": 1131, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4279474817947885, + "FN": 1339940, + "FP": 633469, + "IoU": 0.27222212797532336, + "TN": 98001246, + "TP": 738145, + "n_pred": 1371614, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.4370924496867752, + "FN": 85326, + "FP": 138687, + "IoU": 0.27966622184349726, + "TN": 100401815, + "TP": 86972, + "n_pred": 225659, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8744596169270427, + "FN": 19324, + "FP": 5563, + "IoU": 0.7769242490789957, + "TN": 100601237, + "TP": 86676, + "n_pred": 92239, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6161617377901937, + "FN": 50684, + "FP": 13070, + "IoU": 0.4452556014792256, + "TN": 100597875, + "TP": 51171, + "n_pred": 64241, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7014714695379556, + "FN": 7018, + "FP": 53257, + "IoU": 0.5402048958357172, + "TN": 78819609, + "TP": 70816, + "n_pred": 124073, + "n_ref": 77834 + }, + "10": { + "Dice": 0.47739855631088374, + "FN": 25320, + "FP": 4508, + "IoU": 0.31354137899291173, + "TN": 78907248, + "TP": 13624, + "n_pred": 18132, + "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": 0.2079447322970639, + "FN": 2259, + "FP": 34, + "IoU": 0.11603700848111026, + "TN": 78948106, + "TP": 301, + "n_pred": 335, + "n_ref": 2560 + }, + "13": { + "Dice": 0.15298281703775413, + "FN": 54348, + "FP": 1650, + "IoU": 0.08282695929899271, + "TN": 78889645, + "TP": 5057, + "n_pred": 6707, + "n_ref": 59405 + }, + "14": { + "Dice": 0.002612562069283136, + "FN": 27113, + "FP": 91998, + "IoU": 0.0013079896366974938, + "TN": 78831433, + "TP": 156, + "n_pred": 92154, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8159138177252556, + "FN": 16554, + "FP": 2653, + "IoU": 0.689066243605517, + "TN": 78888928, + "TP": 42565, + "n_pred": 45218, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7701274270485745, + "FN": 31344, + "FP": 9714, + "IoU": 0.6261847316429189, + "TN": 78840865, + "TP": 68777, + "n_pred": 78491, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9156921275973076, + "FN": 6454, + "FP": 7950, + "IoU": 0.8444945858119123, + "TN": 78858073, + "TP": 78223, + "n_pred": 86173, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7383550705350014, + "FN": 1871, + "FP": 8942, + "IoU": 0.5852320675105486, + "TN": 78924630, + "TP": 15257, + "n_pred": 24199, + "n_ref": 17128 + }, + "5": { + "Dice": 0.059064213544131154, + "FN": 33737, + "FP": 68, + "IoU": 0.030430792175758618, + "TN": 78915834, + "TP": 1061, + "n_pred": 1129, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8600543767561761, + "FN": 121400, + "FP": 69203, + "IoU": 0.7544696512003874, + "TN": 78174409, + "TP": 585688, + "n_pred": 654891, + "n_ref": 707088 + }, + "7": { + "Dice": 0.04772754152862782, + "FN": 702752, + "FP": 29935, + "IoU": 0.02444717248431525, + "TN": 78199652, + "TP": 18361, + "n_pred": 48296, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5990382317551223, + "FN": 188226, + "FP": 3048, + "IoU": 0.42759070613725325, + "TN": 78616544, + "TP": 142882, + "n_pred": 145930, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3972436709291716, + "FN": 42463, + "FP": 1798, + "IoU": 0.24785032117731026, + "TN": 78891854, + "TP": 14585, + "n_pred": 16383, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8241872797194425, + "FN": 7075, + "FP": 53134, + "IoU": 0.7009511510666302, + "TN": 104803105, + "TP": 141126, + "n_pred": 194260, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5078111318441759, + "FN": 45188, + "FP": 36317, + "IoU": 0.34031290722050006, + "TN": 104880889, + "TP": 42046, + "n_pred": 78363, + "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": 0.3120100344935717, + "FN": 3838, + "FP": 550, + "IoU": 0.184841166635705, + "TN": 104999057, + "TP": 995, + "n_pred": 1545, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5453976999062048, + "FN": 45546, + "FP": 8253, + "IoU": 0.3749462652926073, + "TN": 104918369, + "TP": 32272, + "n_pred": 40525, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9320419889951473, + "FN": 1226, + "FP": 8815, + "IoU": 0.8727328035286512, + "TN": 104925543, + "TP": 68856, + "n_pred": 77671, + "n_ref": 70082 + }, + "15": { + "Dice": 0.23365856519953854, + "FN": 18385, + "FP": 20808, + "IoU": 0.1322839178179242, + "TN": 104959272, + "TP": 5975, + "n_pred": 26783, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8022581640114641, + "FN": 55003, + "FP": 2056, + "IoU": 0.6698089186718054, + "TN": 104831634, + "TP": 115747, + "n_pred": 117803, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8363650883287415, + "FN": 6919, + "FP": 50455, + "IoU": 0.7187521446288689, + "TN": 104800442, + "TP": 146624, + "n_pred": 197079, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8570, + "IoU": 0.0, + "TN": 104995870, + "TP": 0, + "n_pred": 8570, + "n_ref": 0 + }, + "5": { + "Dice": 0.30420320532204415, + "FN": 23541, + "FP": 6372, + "IoU": 0.17938659058487874, + "TN": 104967988, + "TP": 6539, + "n_pred": 12911, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9009404271875382, + "FN": 51434, + "FP": 209027, + "IoU": 0.819737573352878, + "TN": 103559541, + "TP": 1184438, + "n_pred": 1393465, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7124660609006119, + "FN": 22660, + "FP": 144769, + "IoU": 0.553357111035824, + "TN": 104629579, + "TP": 207432, + "n_pred": 352201, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7119738133317035, + "FN": 156501, + "FP": 13147, + "IoU": 0.5527634614117182, + "TN": 104625115, + "TP": 209677, + "n_pred": 222824, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7767964038040164, + "FN": 24778, + "FP": 14746, + "IoU": 0.635050784856879, + "TN": 104896140, + "TP": 68776, + "n_pred": 83522, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6414093783551419, + "FN": 187220, + "FP": 70957, + "IoU": 0.47211379803180276, + "TN": 177187211, + "TP": 230900, + "n_pred": 301857, + "n_ref": 418120 + }, + "10": { + "Dice": 0.03962569827456466, + "FN": 69723, + "FP": 38758, + "IoU": 0.020213332851633414, + "TN": 177565569, + "TP": 2238, + "n_pred": 40996, + "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": 0.4614739197315061, + "FN": 3548, + "FP": 303, + "IoU": 0.2999454644610071, + "TN": 177670787, + "TP": 1650, + "n_pred": 1953, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5504874704277987, + "FN": 40551, + "FP": 19111, + "IoU": 0.3797742062914527, + "TN": 177580094, + "TP": 36532, + "n_pred": 55643, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8829319371727748, + "FN": 4573, + "FP": 14433, + "IoU": 0.7904011998500188, + "TN": 177585610, + "TP": 71672, + "n_pred": 86105, + "n_ref": 76245 + }, + "15": { + "Dice": 0.14678166175257135, + "FN": 9205, + "FP": 153136, + "IoU": 0.07920365276084058, + "TN": 177499983, + "TP": 13964, + "n_pred": 167100, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7489493760910325, + "FN": 81150, + "FP": 8159, + "IoU": 0.598656330749354, + "TN": 177453763, + "TP": 133216, + "n_pred": 141375, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8274443004329537, + "FN": 12011, + "FP": 69334, + "IoU": 0.7056759015699456, + "TN": 177399909, + "TP": 195034, + "n_pred": 264368, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7257452343383514, + "FN": 8906, + "FP": 10387, + "IoU": 0.5695448460508702, + "TN": 177631468, + "TP": 25527, + "n_pred": 35914, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4983898716308615, + "FN": 19883, + "FP": 2859, + "IoU": 0.331903642773208, + "TN": 177642248, + "TP": 11298, + "n_pred": 14157, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8625720119120381, + "FN": 147329, + "FP": 381061, + "IoU": 0.7583530746082996, + "TN": 175489668, + "TP": 1658230, + "n_pred": 2039291, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7863252326421815, + "FN": 36907, + "FP": 143136, + "IoU": 0.6478879299386102, + "TN": 177164965, + "TP": 331280, + "n_pred": 474416, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7039006292877353, + "FN": 66727, + "FP": 44930, + "IoU": 0.5430915601023018, + "TN": 177431913, + "TP": 132718, + "n_pred": 177648, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8378966448039189, + "FN": 27977, + "FP": 13520, + "IoU": 0.7210173183456139, + "TN": 177527544, + "TP": 107247, + "n_pred": 120767, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9142471890563494, + "FN": 18910, + "FP": 12634, + "IoU": 0.8420399006489865, + "TN": 193805839, + "TP": 168152, + "n_pred": 180786, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8306921140474421, + "FN": 12140, + "FP": 18394, + "IoU": 0.7104135053110774, + "TN": 193900095, + "TP": 74906, + "n_pred": 93300, + "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": 0.38093314481922846, + "FN": 3007, + "FP": 58, + "IoU": 0.23527944111776447, + "TN": 194001527, + "TP": 943, + "n_pred": 1001, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5087361857134037, + "FN": 42157, + "FP": 5585, + "IoU": 0.3411443239215037, + "TN": 193933073, + "TP": 24720, + "n_pred": 30305, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7217013284054591, + "FN": 4433, + "FP": 50686, + "IoU": 0.5645795810029387, + "TN": 193878947, + "TP": 71469, + "n_pred": 122155, + "n_ref": 75902 + }, + "15": { + "Dice": 0.23258844453836267, + "FN": 7758, + "FP": 79400, + "IoU": 0.13159835003885778, + "TN": 193905169, + "TP": 13208, + "n_pred": 92608, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8968116156204973, + "FN": 5392, + "FP": 25331, + "IoU": 0.812926992632284, + "TN": 193841305, + "TP": 133507, + "n_pred": 158838, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8109924234068367, + "FN": 38969, + "FP": 5585, + "IoU": 0.6820750677893535, + "TN": 193865395, + "TP": 95586, + "n_pred": 101171, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8329637841832964, + "FN": 1870, + "FP": 5814, + "IoU": 0.7137428752374921, + "TN": 193978692, + "TP": 19159, + "n_pred": 24973, + "n_ref": 21029 + }, + "5": { + "Dice": 0.03615151951605934, + "FN": 26768, + "FP": 0, + "IoU": 0.018408507517418408, + "TN": 193978265, + "TP": 502, + "n_pred": 502, + "n_ref": 27270 + }, + "6": { + "Dice": 0.937145816224207, + "FN": 89432, + "FP": 84381, + "IoU": 0.8817256689859313, + "TN": 192535960, + "TP": 1295762, + "n_pred": 1380143, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5439469100981345, + "FN": 198449, + "FP": 8678, + "IoU": 0.3735762891274762, + "TN": 193674885, + "TP": 123523, + "n_pred": 132201, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6599561909452646, + "FN": 114108, + "FP": 17069, + "IoU": 0.4924885190214763, + "TN": 193747064, + "TP": 127294, + "n_pred": 144363, + "n_ref": 241402 + }, + "9": { + "Dice": 0.696378864775664, + "FN": 42503, + "FP": 6254, + "IoU": 0.5341880750160025, + "TN": 193900864, + "TP": 55914, + "n_pred": 62168, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8780977521798257, + "FN": 4682, + "FP": 25796, + "IoU": 0.7826865075686814, + "TN": 99515551, + "TP": 109771, + "n_pred": 135567, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7174186913485023, + "FN": 29829, + "FP": 3144, + "IoU": 0.5593553301527483, + "TN": 99580971, + "TP": 41856, + "n_pred": 45000, + "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": 0.14812929498600153, + "FN": 3277, + "FP": 70, + "IoU": 0.0799890049477735, + "TN": 99652162, + "TP": 291, + "n_pred": 361, + "n_ref": 3568 + }, + "13": { + "Dice": 0.4015416867407128, + "FN": 30012, + "FP": 15949, + "IoU": 0.2512056044314109, + "TN": 99594420, + "TP": 15419, + "n_pred": 31368, + "n_ref": 45431 + }, + "14": { + "Dice": 0.10541272825156434, + "FN": 48168, + "FP": 53195, + "IoU": 0.055638887594913124, + "TN": 99548465, + "TP": 5972, + "n_pred": 59167, + "n_ref": 54140 + }, + "15": { + "Dice": 0.24250919472235796, + "FN": 28518, + "FP": 30386, + "IoU": 0.13798603895628758, + "TN": 99587467, + "TP": 9429, + "n_pred": 39815, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9082788217945325, + "FN": 18667, + "FP": 739, + "IoU": 0.8319695907040375, + "TN": 99540309, + "TP": 96085, + "n_pred": 96824, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9490115579297951, + "FN": 8692, + "FP": 3678, + "IoU": 0.9029704989528344, + "TN": 99528313, + "TP": 115117, + "n_pred": 118795, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7807091665884267, + "FN": 6433, + "FP": 574, + "IoU": 0.6402977412731006, + "TN": 99636320, + "TP": 12473, + "n_pred": 13047, + "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": 0.9522005956555466, + "FN": 74448, + "FP": 54027, + "IoU": 0.9087622990693364, + "TN": 98247665, + "TP": 1279660, + "n_pred": 1333687, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7777392696032437, + "FN": 28962, + "FP": 49919, + "IoU": 0.6363120815889935, + "TN": 99438908, + "TP": 138011, + "n_pred": 187930, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9307398164337932, + "FN": 11228, + "FP": 2121, + "IoU": 0.8704521413390526, + "TN": 99552757, + "TP": 89694, + "n_pred": 91815, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8676065505177885, + "FN": 20886, + "FP": 1896, + "IoU": 0.7661705840090322, + "TN": 99558370, + "TP": 74648, + "n_pred": 76544, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7393479634185673, + "FN": 169542, + "FP": 26032, + "IoU": 0.5864806004863093, + "TN": 62610570, + "TP": 277376, + "n_pred": 303408, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8449648163199555, + "FN": 13147, + "FP": 8026, + "IoU": 0.7315489850515399, + "TN": 63004649, + "TP": 57698, + "n_pred": 65724, + "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": 0.5207986688851913, + "FN": 2250, + "FP": 54, + "IoU": 0.35208098987626546, + "TN": 63079964, + "TP": 1252, + "n_pred": 1306, + "n_ref": 3502 + }, + "13": { + "Dice": 0.41483809578731873, + "FN": 31268, + "FP": 9320, + "IoU": 0.2617007730786721, + "TN": 63028545, + "TP": 14387, + "n_pred": 23707, + "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": 0.9131508078994613, + "FN": 1902, + "FP": 21318, + "IoU": 0.8401817055544084, + "TN": 62938230, + "TP": 122070, + "n_pred": 143388, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9500018131343452, + "FN": 9699, + "FP": 2710, + "IoU": 0.9047651939001834, + "TN": 62953221, + "TP": 117890, + "n_pred": 120600, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2759691338295055, + "FN": 15007, + "FP": 850, + "IoU": 0.16007203771386197, + "TN": 63064641, + "TP": 3022, + "n_pred": 3872, + "n_ref": 18029 + }, + "5": { + "Dice": 0.1810979635366411, + "FN": 15171, + "FP": 954, + "IoU": 0.09956444047353138, + "TN": 63065612, + "TP": 1783, + "n_pred": 2737, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8350182382947194, + "FN": 192017, + "FP": 178503, + "IoU": 0.7167650737059041, + "TN": 61775348, + "TP": 937652, + "n_pred": 1116155, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6113688560730197, + "FN": 63754, + "FP": 54358, + "IoU": 0.44026727957728123, + "TN": 62872505, + "TP": 92903, + "n_pred": 147261, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8475603666939623, + "FN": 27085, + "FP": 3445, + "IoU": 0.7354488184882542, + "TN": 62968117, + "TP": 84873, + "n_pred": 88318, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8424598814253113, + "FN": 8004, + "FP": 5043, + "IoU": 0.727801886005174, + "TN": 63035588, + "TP": 34885, + "n_pred": 39928, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8866262205134761, + "FN": 41983, + "FP": 27197, + "IoU": 0.7963419265382543, + "TN": 109269131, + "TP": 270507, + "n_pred": 297704, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5278230768764436, + "FN": 44395, + "FP": 33492, + "IoU": 0.3585323669906111, + "TN": 109487398, + "TP": 43533, + "n_pred": 77025, + "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": 0.0436241610738255, + "FN": 3990, + "FP": 0, + "IoU": 0.022298456260720412, + "TN": 109604737, + "TP": 91, + "n_pred": 91, + "n_ref": 4081 + }, + "13": { + "Dice": 0.23881454788328765, + "FN": 65404, + "FP": 32607, + "IoU": 0.13559875116857462, + "TN": 109495432, + "TP": 15375, + "n_pred": 47982, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5325078993735677, + "FN": 24533, + "FP": 102558, + "IoU": 0.362869346380982, + "TN": 109409344, + "TP": 72383, + "n_pred": 174941, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7547239148456129, + "FN": 15230, + "FP": 42170, + "IoU": 0.6060695486270768, + "TN": 109463107, + "TP": 88311, + "n_pred": 130481, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5473059314785933, + "FN": 132470, + "FP": 2503, + "IoU": 0.37675236881476143, + "TN": 109392254, + "TP": 81591, + "n_pred": 84094, + "n_ref": 214061 + }, + "3": { + "Dice": 0.763887146059642, + "FN": 20448, + "FP": 118792, + "IoU": 0.6179752468592155, + "TN": 109244339, + "TP": 225239, + "n_pred": 344031, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7152110841376044, + "FN": 20092, + "FP": 3957, + "IoU": 0.5566759452135602, + "TN": 109554571, + "TP": 30198, + "n_pred": 34155, + "n_ref": 50290 + }, + "5": { + "Dice": 0.02485856334647694, + "FN": 10407, + "FP": 969, + "IoU": 0.012585713045742557, + "TN": 109597297, + "TP": 145, + "n_pred": 1114, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8149527196896683, + "FN": 62433, + "FP": 477089, + "IoU": 0.6876963756891238, + "TN": 107881262, + "TP": 1188034, + "n_pred": 1665123, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.49974352538007355, + "FN": 785858, + "FP": 39208, + "IoU": 0.33310539486701973, + "TN": 108371642, + "TP": 412110, + "n_pred": 451318, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9059405661917441, + "FN": 8951, + "FP": 7758, + "IoU": 0.8280542520787025, + "TN": 109511642, + "TP": 80467, + "n_pred": 88225, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5959880986658989, + "FN": 24153, + "FP": 17941, + "IoU": 0.4244893494845643, + "TN": 109535676, + "TP": 31048, + "n_pred": 48989, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8796416702788614, + "FN": 3984, + "FP": 11010, + "IoU": 0.7851431519215889, + "TN": 66997566, + "TP": 54792, + "n_pred": 65802, + "n_ref": 58776 + }, + "10": { + "Dice": 0.38663931817378083, + "FN": 56930, + "FP": 12446, + "IoU": 0.2396484075316192, + "TN": 66976110, + "TP": 21866, + "n_pred": 34312, + "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": 0.45438380522500343, + "FN": 1650, + "FP": 2339, + "IoU": 0.29398230088495575, + "TN": 67061702, + "TP": 1661, + "n_pred": 4000, + "n_ref": 3311 + }, + "13": { + "Dice": 0.14886613021214337, + "FN": 34955, + "FP": 2277, + "IoU": 0.08041888954752026, + "TN": 67026864, + "TP": 3256, + "n_pred": 5533, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7227518929972918, + "FN": 23169, + "FP": 16961, + "IoU": 0.565866482036414, + "TN": 66974915, + "TP": 52307, + "n_pred": 69268, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0329347501778706, + "FN": 29927, + "FP": 54345, + "IoU": 0.016743089829302157, + "TN": 66981645, + "TP": 1435, + "n_pred": 55780, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9133320200792028, + "FN": 11580, + "FP": 13938, + "IoU": 0.8404885732859929, + "TN": 66907376, + "TP": 134458, + "n_pred": 148396, + "n_ref": 146038 + }, + "3": { + "Dice": 0.933689455031075, + "FN": 14946, + "FP": 5710, + "IoU": 0.875626204238921, + "TN": 66901272, + "TP": 145424, + "n_pred": 151134, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 105, + "IoU": 0.0, + "TN": 67054208, + "TP": 0, + "n_pred": 105, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0011184431271669835, + "FN": 8916, + "FP": 15, + "IoU": 0.0005595344673231871, + "TN": 67058416, + "TP": 5, + "n_pred": 20, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9042805644199727, + "FN": 107202, + "FP": 98713, + "IoU": 0.8252847718643277, + "TN": 65888777, + "TP": 972660, + "n_pred": 1071373, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.21385990120561363, + "FN": 309117, + "FP": 3288, + "IoU": 0.11973299370523362, + "TN": 66712454, + "TP": 42493, + "n_pred": 45781, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8635578788022139, + "FN": 12695, + "FP": 10379, + "IoU": 0.7598784510838459, + "TN": 66971259, + "TP": 73019, + "n_pred": 83398, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7494387201332203, + "FN": 26939, + "FP": 6765, + "IoU": 0.5992818842216647, + "TN": 66983243, + "TP": 50405, + "n_pred": 57170, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5676533549863438, + "FN": 103317, + "FP": 13823, + "IoU": 0.39631003916718205, + "TN": 74325240, + "TP": 76900, + "n_pred": 90723, + "n_ref": 180217 + }, + "10": { + "Dice": 0.581810703152061, + "FN": 29274, + "FP": 9360, + "IoU": 0.4102489734234991, + "TN": 74453771, + "TP": 26875, + "n_pred": 36235, + "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": 0.010845006778129237, + "FN": 2189, + "FP": 0, + "IoU": 0.005452067242162653, + "TN": 74517079, + "TP": 12, + "n_pred": 12, + "n_ref": 2201 + }, + "13": { + "Dice": 0.264386802982276, + "FN": 34007, + "FP": 15424, + "IoU": 0.1523304866755839, + "TN": 74460966, + "TP": 8883, + "n_pred": 24307, + "n_ref": 42890 + }, + "14": { + "Dice": 0.36515245799626633, + "FN": 18722, + "FP": 27187, + "IoU": 0.22335566382460414, + "TN": 74460168, + "TP": 13203, + "n_pred": 40390, + "n_ref": 31925 + }, + "15": { + "Dice": 0.45810415851609787, + "FN": 20406, + "FP": 3141, + "IoU": 0.2971044776119403, + "TN": 74485780, + "TP": 9953, + "n_pred": 13094, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7988261954249765, + "FN": 4663, + "FP": 63960, + "IoU": 0.6650379756721401, + "TN": 74314412, + "TP": 136245, + "n_pred": 200205, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6040630445352444, + "FN": 55629, + "FP": 75478, + "IoU": 0.43272945971555776, + "TN": 74288161, + "TP": 100012, + "n_pred": 175490, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1487, + "IoU": 0.0, + "TN": 74504515, + "TP": 0, + "n_pred": 1487, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3023902167871039, + "FN": 7978, + "FP": 2062, + "IoU": 0.17812704649639816, + "TN": 74507064, + "TP": 2176, + "n_pred": 4238, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9194976862993057, + "FN": 144448, + "FP": 111460, + "IoU": 0.850990946192469, + "TN": 72801881, + "TP": 1461491, + "n_pred": 1572951, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.38442014680643627, + "FN": 119481, + "FP": 33317, + "IoU": 0.23794561812994994, + "TN": 74318772, + "TP": 47710, + "n_pred": 81027, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9495232236235005, + "FN": 2641, + "FP": 3923, + "IoU": 0.9038973968551434, + "TN": 74450978, + "TP": 61738, + "n_pred": 65661, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8351630431617386, + "FN": 21158, + "FP": 7145, + "IoU": 0.7169784906452806, + "TN": 74419277, + "TP": 71700, + "n_pred": 78845, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8757263937058505, + "FN": 45951, + "FP": 21306, + "IoU": 0.7789264008362122, + "TN": 65746951, + "TP": 236972, + "n_pred": 258278, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2832949060328097, + "FN": 66454, + "FP": 19962, + "IoU": 0.16502246485337455, + "TN": 65947685, + "TP": 17079, + "n_pred": 37041, + "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": 0.29046615132349496, + "FN": 2406, + "FP": 623, + "IoU": 0.16990956426418197, + "TN": 66047531, + "TP": 620, + "n_pred": 1243, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6764567129153612, + "FN": 19665, + "FP": 7082, + "IoU": 0.5110952694304306, + "TN": 65996472, + "TP": 27961, + "n_pred": 35043, + "n_ref": 47626 + }, + "14": { + "Dice": 0.37765789272247424, + "FN": 1931, + "FP": 185066, + "IoU": 0.2327856073194248, + "TN": 65807445, + "TP": 56738, + "n_pred": 241804, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7228509077819524, + "FN": 8531, + "FP": 3788, + "IoU": 0.5659878804960541, + "TN": 66022796, + "TP": 16065, + "n_pred": 19853, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6964464196473192, + "FN": 65908, + "FP": 2122, + "IoU": 0.5342675822031752, + "TN": 65905109, + "TP": 78041, + "n_pred": 80163, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7934626265571684, + "FN": 15330, + "FP": 58333, + "IoU": 0.6576361777282023, + "TN": 65836020, + "TP": 141497, + "n_pred": 199830, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8212954947495201, + "FN": 7707, + "FP": 1789, + "IoU": 0.6967781077370119, + "TN": 66019863, + "TP": 21821, + "n_pred": 23610, + "n_ref": 29528 + }, + "5": { + "Dice": 0.02498078401229823, + "FN": 9849, + "FP": 299, + "IoU": 0.012648375170266589, + "TN": 66040902, + "TP": 130, + "n_pred": 429, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8736204406238902, + "FN": 50589, + "FP": 230890, + "IoU": 0.7756004033913574, + "TN": 64796815, + "TP": 972886, + "n_pred": 1203776, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.4589180950528198, + "FN": 684016, + "FP": 5759, + "IoU": 0.2977895552336324, + "TN": 65068889, + "TP": 292516, + "n_pred": 298275, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8861535911144266, + "FN": 6461, + "FP": 12768, + "IoU": 0.7955796993600238, + "TN": 65957114, + "TP": 74837, + "n_pred": 87605, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8038175326192145, + "FN": 21909, + "FP": 1607, + "IoU": 0.6719857166768957, + "TN": 65979488, + "TP": 48176, + "n_pred": 49783, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692489108716302, + "FN": 5695, + "FP": 3693, + "IoU": 0.9403326575102168, + "TN": 113315201, + "TP": 147951, + "n_pred": 151644, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7508587013359855, + "FN": 7334, + "FP": 41264, + "IoU": 0.6010998932939342, + "TN": 113350710, + "TP": 73232, + "n_pred": 114496, + "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": 0.6129905277401895, + "FN": 2271, + "FP": 17, + "IoU": 0.4419512195121951, + "TN": 113468440, + "TP": 1812, + "n_pred": 1829, + "n_ref": 4083 + }, + "13": { + "Dice": 0.33304536368872173, + "FN": 57215, + "FP": 21531, + "IoU": 0.19979269767394595, + "TN": 113374133, + "TP": 19661, + "n_pred": 41192, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9192307922504653, + "FN": 33216, + "FP": 7269, + "IoU": 0.8505338472443735, + "TN": 113201676, + "TP": 230379, + "n_pred": 237648, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3131307807847374, + "FN": 10000, + "FP": 42132, + "IoU": 0.1856283683511677, + "TN": 113408525, + "TP": 11883, + "n_pred": 54015, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9306773949363489, + "FN": 5985, + "FP": 12056, + "IoU": 0.8703429540619789, + "TN": 113333396, + "TP": 121103, + "n_pred": 133159, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9383337442716614, + "FN": 9936, + "FP": 4570, + "IoU": 0.8838311844318091, + "TN": 113347670, + "TP": 110364, + "n_pred": 114934, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6534259225944182, + "FN": 3851, + "FP": 25046, + "IoU": 0.48525063237023053, + "TN": 113416402, + "TP": 27241, + "n_pred": 52287, + "n_ref": 31092 + }, + "5": { + "Dice": 0.18467508334699678, + "FN": 29447, + "FP": 389, + "IoU": 0.10173114556676201, + "TN": 113439325, + "TP": 3379, + "n_pred": 3768, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9469436351808115, + "FN": 72307, + "FP": 47743, + "IoU": 0.8992335707912494, + "TN": 112281171, + "TP": 1071319, + "n_pred": 1119062, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6291962790435848, + "FN": 106252, + "FP": 25489, + "IoU": 0.4589980822379093, + "TN": 113229027, + "TP": 111772, + "n_pred": 137261, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7007784976745981, + "FN": 96517, + "FP": 4300, + "IoU": 0.5393833895300493, + "TN": 113253666, + "TP": 118057, + "n_pred": 122357, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7906039608825987, + "FN": 33843, + "FP": 4506, + "IoU": 0.6537180008126777, + "TN": 113361795, + "TP": 72396, + "n_pred": 76902, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7335207611107124, + "FN": 9649, + "FP": 75752, + "IoU": 0.5791810387306593, + "TN": 74993788, + "TP": 117539, + "n_pred": 193291, + "n_ref": 127188 + }, + "10": { + "Dice": 0.640816452760167, + "FN": 48253, + "FP": 9818, + "IoU": 0.47147160812938577, + "TN": 75086855, + "TP": 51802, + "n_pred": 61620, + "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": 0.3457814661134163, + "FN": 2356, + "FP": 482, + "IoU": 0.20903010033444816, + "TN": 75193140, + "TP": 750, + "n_pred": 1232, + "n_ref": 3106 + }, + "13": { + "Dice": 0.41442275425542996, + "FN": 37353, + "FP": 13252, + "IoU": 0.26137027090144793, + "TN": 75128216, + "TP": 17907, + "n_pred": 31159, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9327736618298189, + "FN": 5391, + "FP": 13011, + "IoU": 0.8740167183552753, + "TN": 75050661, + "TP": 127665, + "n_pred": 140676, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6729072435267126, + "FN": 22486, + "FP": 27412, + "IoU": 0.5070536631628862, + "TN": 75095504, + "TP": 51326, + "n_pred": 78738, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8585184069863736, + "FN": 32275, + "FP": 5311, + "IoU": 0.7521088489213378, + "TN": 75045105, + "TP": 114037, + "n_pred": 119348, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8716109749387224, + "FN": 8120, + "FP": 32946, + "IoU": 0.7724383661843833, + "TN": 75016267, + "TP": 139395, + "n_pred": 172341, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8806759420063613, + "FN": 2397, + "FP": 3718, + "IoU": 0.7867926501865347, + "TN": 75168047, + "TP": 22566, + "n_pred": 26284, + "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": 0.8847715873304728, + "FN": 45909, + "FP": 269423, + "IoU": 0.7933545964925617, + "TN": 73670771, + "TP": 1210625, + "n_pred": 1480048, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7888941187757268, + "FN": 20245, + "FP": 50170, + "IoU": 0.6513832778833967, + "TN": 74994744, + "TP": 131569, + "n_pred": 181739, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8525367950113578, + "FN": 16996, + "FP": 6439, + "IoU": 0.7429752791243501, + "TN": 75105550, + "TP": 67743, + "n_pred": 74182, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7650411829470545, + "FN": 22339, + "FP": 11379, + "IoU": 0.6194872026362118, + "TN": 75108116, + "TP": 54894, + "n_pred": 66273, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440979457635429, + "FN": 19445, + "FP": 3814, + "IoU": 0.8941150762759318, + "TN": 86708209, + "TP": 196404, + "n_pred": 200218, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6886507202133317, + "FN": 21569, + "FP": 21164, + "IoU": 0.5251466797048626, + "TN": 86837880, + "TP": 47259, + "n_pred": 68423, + "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": 0.4914914914914915, + "FN": 2460, + "FP": 2620, + "IoU": 0.32581287325812874, + "TN": 86920337, + "TP": 2455, + "n_pred": 5075, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5446849134941865, + "FN": 25122, + "FP": 25433, + "IoU": 0.37427284204272593, + "TN": 86847078, + "TP": 30239, + "n_pred": 55672, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6240612717574396, + "FN": 12145, + "FP": 73557, + "IoU": 0.45355309720406795, + "TN": 86771037, + "TP": 71133, + "n_pred": 144690, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6744839182198987, + "FN": 70792, + "FP": 17875, + "IoU": 0.508846273154303, + "TN": 86747344, + "TP": 91861, + "n_pred": 109736, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8718399475237782, + "FN": 24535, + "FP": 4772, + "IoU": 0.7727981021931762, + "TN": 86798881, + "TP": 99684, + "n_pred": 104456, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8769269089198239, + "FN": 27764, + "FP": 12259, + "IoU": 0.7808279940857565, + "TN": 86745262, + "TP": 142587, + "n_pred": 154846, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6271064301552106, + "FN": 5209, + "FP": 8245, + "IoU": 0.4567771631606573, + "TN": 86903105, + "TP": 11313, + "n_pred": 19558, + "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": 0.8523667264850148, + "FN": 31054, + "FP": 364982, + "IoU": 0.7427169864763292, + "TN": 85388571, + "TP": 1143265, + "n_pred": 1508247, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.41103601554872315, + "FN": 752086, + "FP": 24880, + "IoU": 0.25868176973858087, + "TN": 85879785, + "TP": 271121, + "n_pred": 296001, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9444361519516382, + "FN": 3770, + "FP": 2186, + "IoU": 0.8947219570827588, + "TN": 86871298, + "TP": 50618, + "n_pred": 52804, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7699034573490433, + "FN": 10966, + "FP": 12820, + "IoU": 0.6258886442277446, + "TN": 86864292, + "TP": 39794, + "n_pred": 52614, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5199799944882774, + "FN": 12047, + "FP": 129040, + "IoU": 0.3513330850608957, + "TN": 37532097, + "TP": 76416, + "n_pred": 205456, + "n_ref": 88463 + }, + "10": { + "Dice": 0.4924006039255159, + "FN": 32338, + "FP": 23135, + "IoU": 0.3266123648017092, + "TN": 37667221, + "TP": 26906, + "n_pred": 50041, + "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": 0.23711340206185566, + "FN": 38698, + "FP": 1114, + "IoU": 0.13450292397660818, + "TN": 37703601, + "TP": 6187, + "n_pred": 7301, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3153718648949757, + "FN": 13229, + "FP": 364696, + "IoU": 0.1872056261694303, + "TN": 37284630, + "TP": 87045, + "n_pred": 451741, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19585, + "IoU": 0.0, + "TN": 37730015, + "TP": 0, + "n_pred": 19585, + "n_ref": 0 + }, + "2": { + "Dice": 0.4189499780492214, + "FN": 67786, + "FP": 22214, + "IoU": 0.26498211456478776, + "TN": 37627154, + "TP": 32446, + "n_pred": 54660, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6639960749227972, + "FN": 31182, + "FP": 27029, + "IoU": 0.49700158993502, + "TN": 37633872, + "TP": 57517, + "n_pred": 84546, + "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": 0.30081163341224215, + "FN": 8270, + "FP": 0, + "IoU": 0.17703254055129863, + "TN": 37739551, + "TP": 1779, + "n_pred": 1779, + "n_ref": 10049 + }, + "6": { + "Dice": 0.810170388425669, + "FN": 223506, + "FP": 19713, + "IoU": 0.6809129479923488, + "TN": 36987366, + "TP": 519015, + "n_pred": 538728, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7077997383149109, + "FN": 145406, + "FP": 19629, + "IoU": 0.5477477131848799, + "TN": 37384682, + "TP": 199883, + "n_pred": 219512, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8801288189764015, + "FN": 5937, + "FP": 13716, + "IoU": 0.7859196967386332, + "TN": 37657798, + "TP": 72149, + "n_pred": 85865, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8308608163110046, + "FN": 11086, + "FP": 6700, + "IoU": 0.7106603113663353, + "TN": 37688129, + "TP": 43685, + "n_pred": 50385, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8712279881490246, + "FN": 15413, + "FP": 38569, + "IoU": 0.7718369865677067, + "TN": 75670094, + "TP": 182612, + "n_pred": 221181, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7623029757497447, + "FN": 35351, + "FP": 13766, + "IoU": 0.6159043455820827, + "TN": 75778811, + "TP": 78760, + "n_pred": 92526, + "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": 0.37526239302438236, + "FN": 3422, + "FP": 447, + "IoU": 0.23096799840985888, + "TN": 75901657, + "TP": 1162, + "n_pred": 1609, + "n_ref": 4584 + }, + "13": { + "Dice": 0.568674314850223, + "FN": 23656, + "FP": 3414, + "IoU": 0.39730602248691976, + "TN": 75861773, + "TP": 17845, + "n_pred": 21259, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8916346336680175, + "FN": 4106, + "FP": 24959, + "IoU": 0.8044591258014384, + "TN": 75758049, + "TP": 119574, + "n_pred": 144533, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7545191590139568, + "FN": 64929, + "FP": 14677, + "IoU": 0.6058055123646916, + "TN": 75704742, + "TP": 122340, + "n_pred": 137017, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5874018625950916, + "FN": 110749, + "FP": 4396, + "IoU": 0.4158308347158171, + "TN": 75709579, + "TP": 81964, + "n_pred": 86360, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7550187138482477, + "FN": 24898, + "FP": 121982, + "IoU": 0.6064498496857065, + "TN": 75533470, + "TP": 226338, + "n_pred": 348320, + "n_ref": 251236 + }, + "4": { + "Dice": 0.858302907267411, + "FN": 1850, + "FP": 7503, + "IoU": 0.7517781316348195, + "TN": 75869008, + "TP": 28327, + "n_pred": 35830, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5276917784657723, + "FN": 5794, + "FP": 1071, + "IoU": 0.35841121495327105, + "TN": 75895988, + "TP": 3835, + "n_pred": 4906, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9479164138533602, + "FN": 105611, + "FP": 70361, + "IoU": 0.9009896422062793, + "TN": 74129379, + "TP": 1601337, + "n_pred": 1671698, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7886224460120813, + "FN": 83911, + "FP": 17847, + "IoU": 0.6510129260822893, + "TN": 75615107, + "TP": 189823, + "n_pred": 207670, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9369464003370154, + "FN": 6119, + "FP": 5406, + "IoU": 0.8813726802054491, + "TN": 75809535, + "TP": 85628, + "n_pred": 91034, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8003996931932531, + "FN": 20874, + "FP": 7491, + "IoU": 0.6672219810645612, + "TN": 75821451, + "TP": 56872, + "n_pred": 64363, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8956250941785122, + "FN": 5893, + "FP": 14887, + "IoU": 0.8109792149906763, + "TN": 61277815, + "TP": 89155, + "n_pred": 104042, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8010983154528813, + "FN": 8907, + "FP": 25429, + "IoU": 0.6681935022515993, + "TN": 61284268, + "TP": 69146, + "n_pred": 94575, + "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": 0.6454751865066494, + "FN": 1379, + "FP": 807, + "IoU": 0.47653256704980845, + "TN": 61383574, + "TP": 1990, + "n_pred": 2797, + "n_ref": 3369 + }, + "13": { + "Dice": 0.36680889349346346, + "FN": 26001, + "FP": 20448, + "IoU": 0.22459643089661618, + "TN": 61327847, + "TP": 13454, + "n_pred": 33902, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8287639295295891, + "FN": 5141, + "FP": 20198, + "IoU": 0.7075976828452076, + "TN": 61301092, + "TP": 61319, + "n_pred": 81517, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6452817528043995, + "FN": 20613, + "FP": 3704, + "IoU": 0.47632174006676, + "TN": 61341315, + "TP": 22118, + "n_pred": 25822, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8667272543673634, + "FN": 4416, + "FP": 35178, + "IoU": 0.7648002281070677, + "TN": 61219408, + "TP": 128748, + "n_pred": 163926, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9163025786001885, + "FN": 15964, + "FP": 5530, + "IoU": 0.8455335968379447, + "TN": 61248600, + "TP": 117656, + "n_pred": 123186, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6717040270898049, + "FN": 6975, + "FP": 4756, + "IoU": 0.5056885218270689, + "TN": 61364018, + "TP": 12001, + "n_pred": 16757, + "n_ref": 18976 + }, + "5": { + "Dice": 0.04459911477514613, + "FN": 27035, + "FP": 1242, + "IoU": 0.02280816947161074, + "TN": 61358813, + "TP": 660, + "n_pred": 1902, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9481268986559848, + "FN": 69922, + "FP": 31268, + "IoU": 0.901370039260943, + "TN": 60361794, + "TP": 924766, + "n_pred": 956034, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6113111992532162, + "FN": 94674, + "FP": 14003, + "IoU": 0.44020748127620557, + "TN": 61193612, + "TP": 85461, + "n_pred": 99464, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6884607598859397, + "FN": 108573, + "FP": 16086, + "IoU": 0.524925780967153, + "TN": 61125351, + "TP": 137740, + "n_pred": 153826, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7974550425912293, + "FN": 19053, + "FP": 11763, + "IoU": 0.6631394840402274, + "TN": 61296270, + "TP": 60664, + "n_pred": 72427, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9568747978000647, + "FN": 8052, + "FP": 7944, + "IoU": 0.9173153862853953, + "TN": 39555342, + "TP": 177462, + "n_pred": 185406, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3993393639759062, + "FN": 33335, + "FP": 22309, + "IoU": 0.24948409112366976, + "TN": 39674659, + "TP": 18497, + "n_pred": 40806, + "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": 0.7239835214042629, + "FN": 1439, + "FP": 102, + "IoU": 0.5673778775968557, + "TN": 39745238, + "TP": 2021, + "n_pred": 2123, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5868760033878165, + "FN": 20598, + "FP": 12083, + "IoU": 0.4153039682255698, + "TN": 39692906, + "TP": 23213, + "n_pred": 35296, + "n_ref": 43811 + }, + "14": { + "Dice": 0.12172010262775684, + "FN": 23821, + "FP": 113448, + "IoU": 0.06480402776926168, + "TN": 39602019, + "TP": 9512, + "n_pred": 122960, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7637422573821652, + "FN": 11458, + "FP": 13449, + "IoU": 0.6177856211156295, + "TN": 39683635, + "TP": 40258, + "n_pred": 53707, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7388324467948156, + "FN": 46106, + "FP": 4613, + "IoU": 0.5858321084435734, + "TN": 39626340, + "TP": 71741, + "n_pred": 76354, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8268867423498701, + "FN": 5826, + "FP": 47957, + "IoU": 0.7048652267439308, + "TN": 39566568, + "TP": 128449, + "n_pred": 176406, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8264478444912148, + "FN": 6299, + "FP": 1040, + "IoU": 0.7042276226171765, + "TN": 39723987, + "TP": 17474, + "n_pred": 18514, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6085209853050005, + "FN": 3646, + "FP": 57, + "IoU": 0.4373195562984349, + "TN": 39742219, + "TP": 2878, + "n_pred": 2935, + "n_ref": 6524 + }, + "6": { + "Dice": 0.896935268115764, + "FN": 33838, + "FP": 171647, + "IoU": 0.8131302200040742, + "TN": 38649184, + "TP": 894131, + "n_pred": 1065778, + "n_ref": 927969 + }, + "7": { + "Dice": 0.3702795401221122, + "FN": 564637, + "FP": 4891, + "IoU": 0.2272043269002444, + "TN": 39011829, + "TP": 167443, + "n_pred": 172334, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8609580443858884, + "FN": 1177, + "FP": 14442, + "IoU": 0.7558615730899088, + "TN": 39684824, + "TP": 48357, + "n_pred": 62799, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7675303323052552, + "FN": 9651, + "FP": 9720, + "IoU": 0.6227579894447799, + "TN": 39697451, + "TP": 31978, + "n_pred": 41698, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7029989097084585, + "FN": 10233, + "FP": 63044, + "IoU": 0.54201875, + "TN": 101236608, + "TP": 86723, + "n_pred": 149767, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5377584429758079, + "FN": 46914, + "FP": 14076, + "IoU": 0.36776306923611185, + "TN": 101300141, + "TP": 35477, + "n_pred": 49553, + "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": 0.3255591054313099, + "FN": 4206, + "FP": 16, + "IoU": 0.19442854417095973, + "TN": 101391367, + "TP": 1019, + "n_pred": 1035, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6183251231527094, + "FN": 21703, + "FP": 13163, + "IoU": 0.4475185396463206, + "TN": 101333500, + "TP": 28242, + "n_pred": 41405, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9512149191550756, + "FN": 11397, + "FP": 5442, + "IoU": 0.9069683927890698, + "TN": 101215605, + "TP": 164164, + "n_pred": 169606, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7099812949316026, + "FN": 11122, + "FP": 1747, + "IoU": 0.5503651165228329, + "TN": 101367987, + "TP": 15752, + "n_pred": 17499, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6825756902830827, + "FN": 81842, + "FP": 11070, + "IoU": 0.5181137809957004, + "TN": 101203799, + "TP": 99897, + "n_pred": 110967, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7986074309603721, + "FN": 4423, + "FP": 77663, + "IoU": 0.6647347848994646, + "TN": 101151769, + "TP": 162753, + "n_pred": 240416, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7192182945354518, + "FN": 1387, + "FP": 5452, + "IoU": 0.5615463520964226, + "TN": 101381010, + "TP": 8759, + "n_pred": 14211, + "n_ref": 10146 + }, + "5": { + "Dice": 0.190360602170615, + "FN": 34438, + "FP": 251, + "IoU": 0.10519256068305517, + "TN": 101357841, + "TP": 4078, + "n_pred": 4329, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9232801099213493, + "FN": 115694, + "FP": 169294, + "IoU": 0.8574933169052046, + "TN": 99396786, + "TP": 1714834, + "n_pred": 1884128, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6648628316045164, + "FN": 200308, + "FP": 62525, + "IoU": 0.49797342725730787, + "TN": 100873064, + "TP": 260711, + "n_pred": 323236, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6531206469586751, + "FN": 120685, + "FP": 22751, + "IoU": 0.48491399432613924, + "TN": 101118138, + "TP": 135034, + "n_pred": 157785, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9175489669262883, + "FN": 8926, + "FP": 5037, + "IoU": 0.8476586366413547, + "TN": 101304952, + "TP": 77693, + "n_pred": 82730, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9010353340877744, + "FN": 35062, + "FP": 4903, + "IoU": 0.8198947264058261, + "TN": 73661606, + "TP": 181933, + "n_pred": 186836, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03967479674796748, + "FN": 73279, + "FP": 50747, + "IoU": 0.02023888520238885, + "TN": 73756916, + "TP": 2562, + "n_pred": 53309, + "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": 27282, + "IoU": 0.0, + "TN": 73794983, + "TP": 0, + "n_pred": 27282, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5410632271531277, + "FN": 15084, + "FP": 130907, + "IoU": 0.3708613267025499, + "TN": 73651455, + "TP": 86058, + "n_pred": 216965, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8546109180004582, + "FN": 50564, + "FP": 7826, + "IoU": 0.746131538558528, + "TN": 73653503, + "TP": 171611, + "n_pred": 179437, + "n_ref": 222175 + }, + "2": { + "Dice": 0.09951467052176607, + "FN": 180931, + "FP": 2198, + "IoU": 0.052362767014406356, + "TN": 73690256, + "TP": 10119, + "n_pred": 12317, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6225694279905316, + "FN": 49583, + "FP": 117678, + "IoU": 0.4519788079643785, + "TN": 73578295, + "TP": 137948, + "n_pred": 255626, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 36157, + "IoU": 0.0, + "TN": 73799459, + "TP": 0, + "n_pred": 36157, + "n_ref": 47888 + }, + "5": { + "Dice": 0.017428908399947582, + "FN": 14995, + "FP": 1, + "IoU": 0.008791063520391301, + "TN": 73868375, + "TP": 133, + "n_pred": 134, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5430328573580109, + "FN": 785503, + "FP": 755849, + "IoU": 0.3727145530360438, + "TN": 71426326, + "TP": 915826, + "n_pred": 1671675, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.09768446782043168, + "FN": 156933, + "FP": 132482, + "IoU": 0.0513502971342037, + "TN": 73578423, + "TP": 15666, + "n_pred": 148148, + "n_ref": 172599 + }, + "8": { + "Dice": 0.651607614536843, + "FN": 40100, + "FP": 1975, + "IoU": 0.4832477708727371, + "TN": 73802082, + "TP": 39347, + "n_pred": 41322, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7457902407804794, + "FN": 20846, + "FP": 26421, + "IoU": 0.594629594689628, + "TN": 73766902, + "TP": 69335, + "n_pred": 95756, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478075754127113, + "FN": 10365, + "FP": 9126, + "IoU": 0.9007930044587413, + "TN": 69299308, + "TP": 176977, + "n_pred": 186103, + "n_ref": 187342 + }, + "10": { + "Dice": 0.435272770813569, + "FN": 43844, + "FP": 17469, + "IoU": 0.27817805090532366, + "TN": 69410834, + "TP": 23629, + "n_pred": 41098, + "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": 0.5834190495782761, + "FN": 1734, + "FP": 291, + "IoU": 0.41185013069997095, + "TN": 69492333, + "TP": 1418, + "n_pred": 1709, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6096107006849407, + "FN": 32516, + "FP": 25506, + "IoU": 0.4384460531919012, + "TN": 69392452, + "TP": 45302, + "n_pred": 70808, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9142931971452891, + "FN": 18377, + "FP": 6494, + "IoU": 0.8421179592329031, + "TN": 69338247, + "TP": 132658, + "n_pred": 139152, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5166403302267084, + "FN": 29914, + "FP": 89994, + "IoU": 0.3482906679710854, + "TN": 69311786, + "TP": 64082, + "n_pred": 154076, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9169735366634476, + "FN": 20539, + "FP": 2932, + "IoU": 0.8466769443827491, + "TN": 69342694, + "TP": 129611, + "n_pred": 132543, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9215569190472481, + "FN": 12836, + "FP": 14357, + "IoU": 0.8545253201801782, + "TN": 69308850, + "TP": 159733, + "n_pred": 174090, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5867003496665075, + "FN": 18075, + "FP": 8756, + "IoU": 0.4151280653950954, + "TN": 69449901, + "TP": 19044, + "n_pred": 27800, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5608153698639866, + "FN": 11197, + "FP": 1170, + "IoU": 0.38967576370724966, + "TN": 69475513, + "TP": 7896, + "n_pred": 9066, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8975070156627044, + "FN": 102901, + "FP": 204695, + "IoU": 0.8140705005956954, + "TN": 67841407, + "TP": 1346773, + "n_pred": 1551468, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8084413970555986, + "FN": 36500, + "FP": 94528, + "IoU": 0.6784738871071042, + "TN": 69088257, + "TP": 276491, + "n_pred": 371019, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8469831282266601, + "FN": 17073, + "FP": 8802, + "IoU": 0.7345799952814221, + "TN": 69398289, + "TP": 71612, + "n_pred": 80414, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7974738993940279, + "FN": 14831, + "FP": 18457, + "IoU": 0.6631655637180499, + "TN": 69396950, + "TP": 65538, + "n_pred": 83995, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.892998461070746, + "FN": 12952, + "FP": 32451, + "IoU": 0.8066822219005203, + "TN": 50598690, + "TP": 189459, + "n_pred": 221910, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7241734847529541, + "FN": 27026, + "FP": 10159, + "IoU": 0.5676112512936197, + "TN": 50747553, + "TP": 48814, + "n_pred": 58973, + "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": 0.10653613590555716, + "FN": 5929, + "FP": 277, + "IoU": 0.05626520681265207, + "TN": 50826976, + "TP": 370, + "n_pred": 647, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6004756360886394, + "FN": 18090, + "FP": 22061, + "IoU": 0.4290569364655025, + "TN": 50763228, + "TP": 30173, + "n_pred": 52234, + "n_ref": 48263 + }, + "14": { + "Dice": 0.41099506673926317, + "FN": 25827, + "FP": 45571, + "IoU": 0.2586493333887112, + "TN": 50737244, + "TP": 24910, + "n_pred": 70481, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4597581299944447, + "FN": 7859, + "FP": 55352, + "IoU": 0.2984973587250854, + "TN": 50743444, + "TP": 26897, + "n_pred": 82249, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8910520078527532, + "FN": 38007, + "FP": 4558, + "IoU": 0.8035110881326514, + "TN": 50616924, + "TP": 174063, + "n_pred": 178621, + "n_ref": 212070 + }, + "3": { + "Dice": 0.90113641384346, + "FN": 9374, + "FP": 33141, + "IoU": 0.8200621307284701, + "TN": 50597276, + "TP": 193761, + "n_pred": 226902, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7142400292384302, + "FN": 2331, + "FP": 10179, + "IoU": 0.5555002842524162, + "TN": 50805408, + "TP": 15634, + "n_pred": 25813, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7311307319851894, + "FN": 5143, + "FP": 521, + "IoU": 0.5762065095398429, + "TN": 50820187, + "TP": 7701, + "n_pred": 8222, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8844086868450094, + "FN": 91058, + "FP": 459266, + "IoU": 0.7927712204425683, + "TN": 48177917, + "TP": 2105311, + "n_pred": 2564577, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6867709870690919, + "FN": 52699, + "FP": 107538, + "IoU": 0.5229636113021396, + "TN": 50497651, + "TP": 175664, + "n_pred": 283202, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9288772242421324, + "FN": 6481, + "FP": 8288, + "IoU": 0.8671995827788368, + "TN": 50722340, + "TP": 96443, + "n_pred": 104731, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7848131047260536, + "FN": 35060, + "FP": 8842, + "IoU": 0.645837366892546, + "TN": 50709592, + "TP": 80058, + "n_pred": 88900, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488954269485212, + "FN": 16667, + "FP": 4368, + "IoU": 0.9027602498139339, + "TN": 76668539, + "TP": 195286, + "n_pred": 199654, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6416226231699168, + "FN": 22712, + "FP": 24482, + "IoU": 0.47234489775382654, + "TN": 76795419, + "TP": 42247, + "n_pred": 66729, + "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": 0.3496303362747436, + "FN": 1876, + "FP": 851, + "IoU": 0.21184971098265895, + "TN": 76881400, + "TP": 733, + "n_pred": 1584, + "n_ref": 2609 + }, + "13": { + "Dice": 0.47705335894369344, + "FN": 23038, + "FP": 20251, + "IoU": 0.31324364628613127, + "TN": 76821826, + "TP": 19745, + "n_pred": 39996, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8114353276091648, + "FN": 10820, + "FP": 22034, + "IoU": 0.6827018726519417, + "TN": 76781317, + "TP": 70689, + "n_pred": 92723, + "n_ref": 81509 + }, + "15": { + "Dice": 0.10595160235448005, + "FN": 36937, + "FP": 15009, + "IoU": 0.05593922651933702, + "TN": 76829836, + "TP": 3078, + "n_pred": 18087, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8663675501593536, + "FN": 13239, + "FP": 14728, + "IoU": 0.7642402528977872, + "TN": 76766235, + "TP": 90658, + "n_pred": 105386, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7600120101228178, + "FN": 17676, + "FP": 32679, + "IoU": 0.612918847865692, + "TN": 76754771, + "TP": 79734, + "n_pred": 112413, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8571257317536113, + "FN": 3432, + "FP": 3719, + "IoU": 0.7499737771406594, + "TN": 76856259, + "TP": 21450, + "n_pred": 25169, + "n_ref": 24882 + }, + "5": { + "Dice": 0.20461111425819975, + "FN": 13949, + "FP": 92, + "IoU": 0.11396478828800403, + "TN": 76869013, + "TP": 1806, + "n_pred": 1898, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9398351399910932, + "FN": 29420, + "FP": 111624, + "IoU": 0.886499048820763, + "TN": 75642192, + "TP": 1101624, + "n_pred": 1213248, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7199727860577142, + "FN": 42633, + "FP": 49564, + "IoU": 0.562466780561883, + "TN": 76674140, + "TP": 118523, + "n_pred": 168087, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9066799099627855, + "FN": 7017, + "FP": 7452, + "IoU": 0.8292904504589538, + "TN": 76800102, + "TP": 70289, + "n_pred": 77741, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7694342870676857, + "FN": 25169, + "FP": 14744, + "IoU": 0.6252687515843434, + "TN": 76778349, + "TP": 66598, + "n_pred": 81342, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8230389301587048, + "FN": 21424, + "FP": 22932, + "IoU": 0.6992915494390021, + "TN": 130852427, + "TP": 103149, + "n_pred": 126081, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5695463617401222, + "FN": 19609, + "FP": 37761, + "IoU": 0.3981578616088288, + "TN": 130904608, + "TP": 37954, + "n_pred": 75715, + "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": 0.4398473589074111, + "FN": 5112, + "FP": 466, + "IoU": 0.28192584963954687, + "TN": 130992164, + "TP": 2190, + "n_pred": 2656, + "n_ref": 7302 + }, + "13": { + "Dice": 0.34583712863543936, + "FN": 59623, + "FP": 11476, + "IoU": 0.2090707841544948, + "TN": 130910039, + "TP": 18794, + "n_pred": 30270, + "n_ref": 78417 + }, + "14": { + "Dice": 0.4489904633419438, + "FN": 661241, + "FP": 37989, + "IoU": 0.28948272253011337, + "TN": 130015818, + "TP": 284884, + "n_pred": 322873, + "n_ref": 946125 + }, + "15": { + "Dice": 0.035452806543104017, + "FN": 24235, + "FP": 34259, + "IoU": 0.018046299249609696, + "TN": 130940363, + "TP": 1075, + "n_pred": 35334, + "n_ref": 25310 + }, + "2": { + "Dice": 0.48051606737546293, + "FN": 148463, + "FP": 3738, + "IoU": 0.31623635963395075, + "TN": 130777339, + "TP": 70392, + "n_pred": 74130, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7437054527689745, + "FN": 45558, + "FP": 118124, + "IoU": 0.591983348497501, + "TN": 130598767, + "TP": 237483, + "n_pred": 355607, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 17365, + "IoU": 0.0, + "TN": 130980287, + "TP": 0, + "n_pred": 17365, + "n_ref": 2280 + }, + "5": { + "Dice": 0.05871842767806384, + "FN": 22996, + "FP": 184, + "IoU": 0.03024724929925114, + "TN": 130976029, + "TP": 723, + "n_pred": 907, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8618289393276299, + "FN": 71884, + "FP": 377381, + "IoU": 0.7572051066019091, + "TN": 129149543, + "TP": 1401124, + "n_pred": 1778505, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4460261634939243, + "FN": 132160, + "FP": 46460, + "IoU": 0.287022955609575, + "TN": 130749405, + "TP": 71907, + "n_pred": 118367, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8619242402035895, + "FN": 28988, + "FP": 2101, + "IoU": 0.7573522525053854, + "TN": 130871808, + "TP": 97035, + "n_pred": 99136, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6449544526126189, + "FN": 19801, + "FP": 21396, + "IoU": 0.4759651466005215, + "TN": 130921317, + "TP": 37418, + "n_pred": 58814, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.937795930169516, + "FN": 5525, + "FP": 1359, + "IoU": 0.882877364910848, + "TN": 74367922, + "TP": 51892, + "n_pred": 53251, + "n_ref": 57417 + }, + "10": { + "Dice": 0.564780101869328, + "FN": 46009, + "FP": 4490, + "IoU": 0.3935146820392722, + "TN": 74343433, + "TP": 32766, + "n_pred": 37256, + "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": 0.21220930232558138, + "FN": 2165, + "FP": 3, + "IoU": 0.11869918699186992, + "TN": 74424238, + "TP": 292, + "n_pred": 295, + "n_ref": 2457 + }, + "13": { + "Dice": 0.41366497963214416, + "FN": 69816, + "FP": 25182, + "IoU": 0.2607677283303115, + "TN": 74298189, + "TP": 33511, + "n_pred": 58693, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8733362747260828, + "FN": 28377, + "FP": 12963, + "IoU": 0.7751525633913129, + "TN": 74242840, + "TP": 142518, + "n_pred": 155481, + "n_ref": 170895 + }, + "15": { + "Dice": 0.16064099511129165, + "FN": 16484, + "FP": 43437, + "IoU": 0.08733531338054984, + "TN": 74361043, + "TP": 5734, + "n_pred": 49171, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7612669984287259, + "FN": 31787, + "FP": 22758, + "IoU": 0.6145529322808828, + "TN": 74285187, + "TP": 86966, + "n_pred": 109724, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7825272985523526, + "FN": 35056, + "FP": 18379, + "IoU": 0.6427473056454417, + "TN": 74277126, + "TP": 96137, + "n_pred": 114516, + "n_ref": 131193 + }, + "4": { + "Dice": 0.45021324852698275, + "FN": 21329, + "FP": 972, + "IoU": 0.2905001272588445, + "TN": 74395266, + "TP": 9131, + "n_pred": 10103, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661931989300685, + "FN": 21377, + "FP": 39239, + "IoU": 0.934597448894816, + "TN": 73499884, + "TP": 866198, + "n_pred": 905437, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4266804696139096, + "FN": 105175, + "FP": 16664, + "IoU": 0.27119759297032486, + "TN": 74259521, + "TP": 45338, + "n_pred": 62002, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8108173988407995, + "FN": 13295, + "FP": 675, + "IoU": 0.681827499032045, + "TN": 74382791, + "TP": 29937, + "n_pred": 30612, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6875608331711115, + "FN": 9048, + "FP": 13422, + "IoU": 0.523880154256897, + "TN": 74379504, + "TP": 24724, + "n_pred": 38146, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9174323839464197, + "FN": 6160, + "FP": 18003, + "IoU": 0.8474596601095932, + "TN": 106488284, + "TP": 134241, + "n_pred": 152244, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7356373737472884, + "FN": 24397, + "FP": 29469, + "IoU": 0.5818246747197466, + "TN": 106517876, + "TP": 74946, + "n_pred": 104415, + "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": 0.6043093785029269, + "FN": 3044, + "FP": 133, + "IoU": 0.4329823308941638, + "TN": 106641085, + "TP": 2426, + "n_pred": 2559, + "n_ref": 5470 + }, + "13": { + "Dice": 0.5126623884802003, + "FN": 24566, + "FP": 6570, + "IoU": 0.3446846126323322, + "TN": 106599175, + "TP": 16377, + "n_pred": 22947, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9030896634064737, + "FN": 5205, + "FP": 8756, + "IoU": 0.8233030843806558, + "TN": 106567677, + "TP": 65050, + "n_pred": 73806, + "n_ref": 70255 + }, + "15": { + "Dice": 0.12671286492365752, + "FN": 18872, + "FP": 87111, + "IoU": 0.06764198747272855, + "TN": 106533016, + "TP": 7689, + "n_pred": 94800, + "n_ref": 26561 + }, + "2": { + "Dice": 0.48762955920884826, + "FN": 123583, + "FP": 8999, + "IoU": 0.3224273273641604, + "TN": 106451016, + "TP": 63090, + "n_pred": 72089, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6634686104851895, + "FN": 8866, + "FP": 134808, + "IoU": 0.4964107956536979, + "TN": 106361388, + "TP": 141626, + "n_pred": 276434, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8441714391280252, + "FN": 944, + "FP": 2430, + "IoU": 0.7303604251578358, + "TN": 106634175, + "TP": 9139, + "n_pred": 11569, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0013498312710911137, + "FN": 4439, + "FP": 0, + "IoU": 0.0006753714542998649, + "TN": 106642246, + "TP": 3, + "n_pred": 3, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9609393794080209, + "FN": 66253, + "FP": 31819, + "IoU": 0.924815511592143, + "TN": 105342270, + "TP": 1206346, + "n_pred": 1238165, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8503519873748704, + "FN": 62037, + "FP": 34685, + "IoU": 0.7396629038075397, + "TN": 106275162, + "TP": 274804, + "n_pred": 309489, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9406092544446703, + "FN": 3919, + "FP": 4556, + "IoU": 0.8878775450805033, + "TN": 106571101, + "TP": 67112, + "n_pred": 71668, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8879206404899366, + "FN": 15491, + "FP": 2078, + "IoU": 0.7984328032858355, + "TN": 106559526, + "TP": 69593, + "n_pred": 71671, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8984367501295776, + "FN": 14339, + "FP": 17405, + "IoU": 0.8156016009387217, + "TN": 107954779, + "TP": 140405, + "n_pred": 157810, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8097480215109316, + "FN": 12178, + "FP": 20228, + "IoU": 0.6803164675591157, + "TN": 108025559, + "TP": 68963, + "n_pred": 89191, + "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": 0.6174431726583911, + "FN": 2059, + "FP": 314, + "IoU": 0.44659514925373134, + "TN": 108122640, + "TP": 1915, + "n_pred": 2229, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6962740231640575, + "FN": 33657, + "FP": 4525, + "IoU": 0.5340647003551076, + "TN": 108044981, + "TP": 43765, + "n_pred": 48290, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7187685020722321, + "FN": 9543, + "FP": 14207, + "IoU": 0.5609981515711645, + "TN": 108072828, + "TP": 30350, + "n_pred": 44557, + "n_ref": 39893 + }, + "15": { + "Dice": 0.04921220039506634, + "FN": 24067, + "FP": 98191, + "IoU": 0.025226834207714755, + "TN": 108001506, + "TP": 3164, + "n_pred": 101355, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8047356002775851, + "FN": 45445, + "FP": 24899, + "IoU": 0.673269948025286, + "TN": 107911631, + "TP": 144953, + "n_pred": 169852, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8980350197001549, + "FN": 21884, + "FP": 18617, + "IoU": 0.8149397083887359, + "TN": 107908075, + "TP": 178352, + "n_pred": 196969, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8664054388961452, + "FN": 7439, + "FP": 539, + "IoU": 0.7642992200425431, + "TN": 108093080, + "TP": 25870, + "n_pred": 26409, + "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": 0.965545528841832, + "FN": 66973, + "FP": 33828, + "IoU": 0.9333862009033747, + "TN": 106613713, + "TP": 1412414, + "n_pred": 1446242, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7192415907047817, + "FN": 59164, + "FP": 94807, + "IoU": 0.5615747556173136, + "TN": 107775737, + "TP": 197220, + "n_pred": 292027, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9321769257946503, + "FN": 2275, + "FP": 3676, + "IoU": 0.8729694537537089, + "TN": 108080081, + "TP": 40896, + "n_pred": 44572, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8881419049737594, + "FN": 7838, + "FP": 5739, + "IoU": 0.7987906990530107, + "TN": 108059451, + "TP": 53900, + "n_pred": 59639, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8330519638559337, + "FN": 16674, + "FP": 26541, + "IoU": 0.7138723731080419, + "TN": 62419126, + "TP": 107819, + "n_pred": 134360, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5640241326280567, + "FN": 25771, + "FP": 25825, + "IoU": 0.39278106648150546, + "TN": 62485189, + "TP": 33375, + "n_pred": 59200, + "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": 0.5541178261531435, + "FN": 2447, + "FP": 482, + "IoU": 0.38323857654243, + "TN": 62565411, + "TP": 1820, + "n_pred": 2302, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6617004370282081, + "FN": 11730, + "FP": 18924, + "IoU": 0.49443372420958887, + "TN": 62509527, + "TP": 29979, + "n_pred": 48903, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9267399486408356, + "FN": 44435, + "FP": 4577, + "IoU": 0.8634812666950779, + "TN": 62211147, + "TP": 310001, + "n_pred": 314578, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6045668547660047, + "FN": 27968, + "FP": 54931, + "IoU": 0.43324673548916387, + "TN": 62423890, + "TP": 63371, + "n_pred": 118302, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6419894195012957, + "FN": 86130, + "FP": 4079, + "IoU": 0.4727425755884295, + "TN": 62399069, + "TP": 80882, + "n_pred": 84961, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8013046976862271, + "FN": 13952, + "FP": 78398, + "IoU": 0.6684807191114494, + "TN": 62291594, + "TP": 186216, + "n_pred": 264614, + "n_ref": 200168 + }, + "4": { + "Dice": 0.895023520673434, + "FN": 1790, + "FP": 3298, + "IoU": 0.8099932780640825, + "TN": 62543382, + "TP": 21690, + "n_pred": 24988, + "n_ref": 23480 + }, + "5": { + "Dice": 0.40625771922601894, + "FN": 5708, + "FP": 1503, + "IoU": 0.25490803885100227, + "TN": 62560482, + "TP": 2467, + "n_pred": 3970, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9358643630393464, + "FN": 47592, + "FP": 145659, + "IoU": 0.8794596577108619, + "TN": 60966954, + "TP": 1409955, + "n_pred": 1555614, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5794659247716468, + "FN": 70446, + "FP": 99303, + "IoU": 0.4079211719567492, + "TN": 62283460, + "TP": 116951, + "n_pred": 216254, + "n_ref": 187397 + }, + "8": { + "Dice": 0.932170625275397, + "FN": 4543, + "FP": 5001, + "IoU": 0.8729584026622296, + "TN": 62495035, + "TP": 65581, + "n_pred": 70582, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7868201345545919, + "FN": 10768, + "FP": 10272, + "IoU": 0.6485601656978687, + "TN": 62510292, + "TP": 38828, + "n_pred": 49100, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7085751276482463, + "FN": 95721, + "FP": 56443, + "IoU": 0.5486770022927412, + "TN": 55044097, + "TP": 184987, + "n_pred": 241430, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8202290399744497, + "FN": 13648, + "FP": 13933, + "IoU": 0.695244303993282, + "TN": 55290746, + "TP": 62921, + "n_pred": 76854, + "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": 0.4321967927759614, + "FN": 3340, + "FP": 307, + "IoU": 0.2756703078450844, + "TN": 55376213, + "TP": 1388, + "n_pred": 1695, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6027450875741646, + "FN": 20991, + "FP": 23668, + "IoU": 0.4313780414825755, + "TN": 55302709, + "TP": 33880, + "n_pred": 57548, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8595035748010252, + "FN": 5985, + "FP": 23177, + "IoU": 0.7536223313028565, + "TN": 55262885, + "TP": 89201, + "n_pred": 112378, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7692376370219731, + "FN": 10316, + "FP": 36208, + "IoU": 0.6250090676811723, + "TN": 55257181, + "TP": 77543, + "n_pred": 113751, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7093413999759519, + "FN": 83280, + "FP": 8578, + "IoU": 0.549596461808518, + "TN": 55177302, + "TP": 112088, + "n_pred": 120666, + "n_ref": 195368 + }, + "3": { + "Dice": 0.782654194535627, + "FN": 25335, + "FP": 62727, + "IoU": 0.6429185454309534, + "TN": 55134632, + "TP": 158554, + "n_pred": 221281, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5639950678175093, + "FN": 2835, + "FP": 4237, + "IoU": 0.39275287652412844, + "TN": 55369602, + "TP": 4574, + "n_pred": 8811, + "n_ref": 7409 + }, + "5": { + "Dice": 0.14687037949728932, + "FN": 5193, + "FP": 0, + "IoU": 0.07925531914893617, + "TN": 55375608, + "TP": 447, + "n_pred": 447, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9224462826584653, + "FN": 108327, + "FP": 125479, + "IoU": 0.8560559606571264, + "TN": 53756964, + "TP": 1390478, + "n_pred": 1515957, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.634179221040147, + "FN": 77402, + "FP": 35487, + "IoU": 0.46432096422131536, + "TN": 55170508, + "TP": 97851, + "n_pred": 133338, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9276793617951644, + "FN": 3561, + "FP": 3220, + "IoU": 0.8651137810311903, + "TN": 55330976, + "TP": 43491, + "n_pred": 46711, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8199093392573024, + "FN": 9948, + "FP": 8049, + "IoU": 0.6947850419740524, + "TN": 55322283, + "TP": 40968, + "n_pred": 49017, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8304178058340187, + "FN": 64581, + "FP": 26971, + "IoU": 0.7100123531088657, + "TN": 110830905, + "TP": 224158, + "n_pred": 251129, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7994814023161694, + "FN": 13826, + "FP": 20509, + "IoU": 0.6659467032485917, + "TN": 111043832, + "TP": 68448, + "n_pred": 88957, + "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": 0.6475409836065574, + "FN": 1524, + "FP": 196, + "IoU": 0.47878787878787876, + "TN": 111143315, + "TP": 1580, + "n_pred": 1776, + "n_ref": 3104 + }, + "13": { + "Dice": 0.4905189459012674, + "FN": 32328, + "FP": 30544, + "IoU": 0.3249586634885868, + "TN": 111053477, + "TP": 30266, + "n_pred": 60810, + "n_ref": 62594 + }, + "14": { + "Dice": 0.674168032721659, + "FN": 19936, + "FP": 537, + "IoU": 0.5084867836650422, + "TN": 111104962, + "TP": 21180, + "n_pred": 21717, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 178407, + "IoU": 0.0, + "TN": 110942844, + "TP": 0, + "n_pred": 178407, + "n_ref": 25364 + }, + "2": { + "Dice": 0.786853799275676, + "FN": 29547, + "FP": 38900, + "IoU": 0.6486059131256192, + "TN": 110951828, + "TP": 126340, + "n_pred": 165240, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7301054529970192, + "FN": 98821, + "FP": 8929, + "IoU": 0.5749339224426999, + "TN": 110893125, + "TP": 145740, + "n_pred": 154669, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8739963431115351, + "FN": 2347, + "FP": 2408, + "IoU": 0.7761931657723807, + "TN": 111125369, + "TP": 16491, + "n_pred": 18899, + "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": 0.9621264591266552, + "FN": 36558, + "FP": 86861, + "IoU": 0.9270170413218645, + "TN": 109455549, + "TP": 1567647, + "n_pred": 1654508, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.32528334265589953, + "FN": 288853, + "FP": 83876, + "IoU": 0.19423186676351561, + "TN": 110684039, + "TP": 89847, + "n_pred": 173723, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8920552728664279, + "FN": 5954, + "FP": 12099, + "IoU": 0.8051442017096969, + "TN": 111053967, + "TP": 74595, + "n_pred": 86694, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8380438671326746, + "FN": 10176, + "FP": 7479, + "IoU": 0.7212353749230259, + "TN": 111083282, + "TP": 45678, + "n_pred": 53157, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559754083822343, + "FN": 10853, + "FP": 6770, + "IoU": 0.9156636884394695, + "TN": 96912064, + "TP": 191338, + "n_pred": 198108, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7352471980117351, + "FN": 20707, + "FP": 17962, + "IoU": 0.5813366824377727, + "TN": 97028662, + "TP": 53694, + "n_pred": 71656, + "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": 0.2875605815831987, + "FN": 4393, + "FP": 17, + "IoU": 0.16792452830188678, + "TN": 97115725, + "TP": 890, + "n_pred": 907, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6665955084962856, + "FN": 20145, + "FP": 11091, + "IoU": 0.4999199513304089, + "TN": 97058563, + "TP": 31226, + "n_pred": 42317, + "n_ref": 51371 + }, + "14": { + "Dice": 0.922560220025992, + "FN": 11208, + "FP": 9290, + "IoU": 0.8562522353205186, + "TN": 96978428, + "TP": 122099, + "n_pred": 131389, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8358190231935771, + "FN": 8534, + "FP": 15024, + "IoU": 0.7179459550064055, + "TN": 97037502, + "TP": 59965, + "n_pred": 74989, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6721042775439648, + "FN": 81078, + "FP": 3143, + "IoU": 0.5061423620680556, + "TN": 96950488, + "TP": 86316, + "n_pred": 89459, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7990938851624723, + "FN": 25299, + "FP": 72525, + "IoU": 0.6654091234022759, + "TN": 96828656, + "TP": 194545, + "n_pred": 267070, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8329681625145392, + "FN": 1836, + "FP": 4339, + "IoU": 0.7137493046541813, + "TN": 97099453, + "TP": 15397, + "n_pred": 19736, + "n_ref": 17233 + }, + "5": { + "Dice": 0.26867727053639057, + "FN": 10507, + "FP": 114, + "IoU": 0.15518612790327713, + "TN": 97108453, + "TP": 1951, + "n_pred": 2065, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9313236010084212, + "FN": 42025, + "FP": 185929, + "IoU": 0.8714739109867439, + "TN": 95347424, + "TP": 1545647, + "n_pred": 1731576, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.48172251059903337, + "FN": 208255, + "FP": 46751, + "IoU": 0.31728225832360596, + "TN": 96747509, + "TP": 118510, + "n_pred": 165261, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9378552157139616, + "FN": 7122, + "FP": 5201, + "IoU": 0.8829824611381744, + "TN": 97015716, + "TP": 92986, + "n_pred": 98187, + "n_ref": 100108 + }, + "9": { + "Dice": 0.868112744167891, + "FN": 15382, + "FP": 8945, + "IoU": 0.7669604368234505, + "TN": 97016635, + "TP": 80063, + "n_pred": 89008, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436077839538319, + "FN": 19566, + "FP": 1658, + "IoU": 0.8932362143726672, + "TN": 78857611, + "TP": 177570, + "n_pred": 179228, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8040102286071754, + "FN": 19753, + "FP": 15963, + "IoU": 0.672255104381739, + "TN": 78947430, + "TP": 73259, + "n_pred": 89222, + "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": 0.23227132579650564, + "FN": 2439, + "FP": 1296, + "IoU": 0.1313953488372093, + "TN": 79052105, + "TP": 565, + "n_pred": 1861, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6800386123474086, + "FN": 25672, + "FP": 11783, + "IoU": 0.5151958373242901, + "TN": 78979147, + "TP": 39803, + "n_pred": 51586, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4887157658019436, + "FN": 19623, + "FP": 18573, + "IoU": 0.32337779667322103, + "TN": 78999954, + "TP": 18255, + "n_pred": 36828, + "n_ref": 37878 + }, + "15": { + "Dice": 0.0, + "FN": 38532, + "FP": 47970, + "IoU": 0.0, + "TN": 78969903, + "TP": 0, + "n_pred": 47970, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8895179568882946, + "FN": 18950, + "FP": 4350, + "IoU": 0.8010196674551867, + "TN": 78939308, + "TP": 93797, + "n_pred": 98147, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8808815153293049, + "FN": 18534, + "FP": 9281, + "IoU": 0.7871208700377312, + "TN": 78925744, + "TP": 102846, + "n_pred": 112127, + "n_ref": 121380 + }, + "4": { + "Dice": 0.646095794534721, + "FN": 3174, + "FP": 2641, + "IoU": 0.477209385957026, + "TN": 79045282, + "TP": 5308, + "n_pred": 7949, + "n_ref": 8482 + }, + "5": { + "Dice": 0.00518341307814992, + "FN": 4945, + "FP": 45, + "IoU": 0.002598440935438737, + "TN": 79051402, + "TP": 13, + "n_pred": 58, + "n_ref": 4958 + }, + "6": { + "Dice": 0.967511396898041, + "FN": 43250, + "FP": 42405, + "IoU": 0.9370673864983076, + "TN": 77695346, + "TP": 1275404, + "n_pred": 1317809, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.610556889777189, + "FN": 263337, + "FP": 5362, + "IoU": 0.43942561252420054, + "TN": 78577077, + "TP": 210629, + "n_pred": 215991, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9109909568076898, + "FN": 2716, + "FP": 2914, + "IoU": 0.8365320403008043, + "TN": 79021964, + "TP": 28811, + "n_pred": 31725, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8987580362361193, + "FN": 9780, + "FP": 4078, + "IoU": 0.8161313006673832, + "TN": 78981036, + "TP": 61511, + "n_pred": 65589, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9188352857202838, + "FN": 14582, + "FP": 24080, + "IoU": 0.8498568937596359, + "TN": 122454439, + "TP": 218839, + "n_pred": 242919, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8242274647553045, + "FN": 23576, + "FP": 13454, + "IoU": 0.7010092854259184, + "TN": 122588090, + "TP": 86820, + "n_pred": 100274, + "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": 0.4176562850100829, + "FN": 4426, + "FP": 772, + "IoU": 0.2639478901161144, + "TN": 122704878, + "TP": 1864, + "n_pred": 2636, + "n_ref": 6290 + }, + "13": { + "Dice": 0.274329675302636, + "FN": 41676, + "FP": 22466, + "IoU": 0.1589699210657436, + "TN": 122635674, + "TP": 12124, + "n_pred": 34590, + "n_ref": 53800 + }, + "14": { + "Dice": 0.816163614513239, + "FN": 13635, + "FP": 28738, + "IoU": 0.6894226470135525, + "TN": 122575507, + "TP": 94060, + "n_pred": 122798, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7966498058082395, + "FN": 12424, + "FP": 7315, + "IoU": 0.6620265735223615, + "TN": 122653536, + "TP": 38665, + "n_pred": 45980, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5568660855592715, + "FN": 79412, + "FP": 12147, + "IoU": 0.3858727731272805, + "TN": 122562852, + "TP": 57529, + "n_pred": 69676, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7416919517408673, + "FN": 6914, + "FP": 89881, + "IoU": 0.5894359117920267, + "TN": 122476179, + "TP": 138966, + "n_pred": 228847, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7239586741408016, + "FN": 15688, + "FP": 22279, + "IoU": 0.5673473573854183, + "TN": 122624186, + "TP": 49787, + "n_pred": 72066, + "n_ref": 65475 + }, + "5": { + "Dice": 0.429313837752136, + "FN": 12335, + "FP": 623, + "IoU": 0.2733288470165994, + "TN": 122694108, + "TP": 4874, + "n_pred": 5497, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9190324472509779, + "FN": 55242, + "FP": 236473, + "IoU": 0.8501942957619542, + "TN": 120764651, + "TP": 1655574, + "n_pred": 1892047, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3988713472302007, + "FN": 384998, + "FP": 161244, + "IoU": 0.24911886158566424, + "TN": 121984472, + "TP": 181226, + "n_pred": 342470, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9374665045332071, + "FN": 9630, + "FP": 7289, + "IoU": 0.8822936015973396, + "TN": 122568201, + "TP": 126820, + "n_pred": 134109, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7727729436874077, + "FN": 15909, + "FP": 18692, + "IoU": 0.6296902759048781, + "TN": 122618502, + "TP": 58837, + "n_pred": 77529, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..bf631794494e61088d1f18666830d3d0587448f2 --- /dev/null +++ b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3343510718536582, + "FN": 1469.1555555555553, + "FP": 1109.7688888888888, + "IoU": 0.2681885880897994, + "TN": 257377.64888888894, + "TP": 2891.4266666666667, + "n_pred": 4001.1955555555555, + "n_ref": 4360.582222222222 + }, + "mean": { + "1": { + "Dice": 0.30477396414156416, + "FN": 722.3666666666667, + "FP": 2081.4666666666667, + "IoU": 0.28239301835517566, + "TN": 255765.5, + "TP": 4278.666666666667, + "n_pred": 6360.133333333333, + "n_ref": 5001.033333333334 + }, + "10": { + "Dice": 0.21310330938177943, + "FN": 3546.8, + "FP": 1505.9, + "IoU": 0.14048873053027577, + "TN": 256272.33333333334, + "TP": 1522.9666666666667, + "n_pred": 3028.866666666667, + "n_ref": 5069.766666666666 + }, + "11": { + "Dice": 0.0, + "FN": 106.56666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 262741.43333333335, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 106.56666666666666 + }, + "12": { + "Dice": 0.0442596791803141, + "FN": 167.3, + "FP": 18.466666666666665, + "IoU": 0.025518109626186326, + "TN": 262644.6666666667, + "TP": 17.566666666666666, + "n_pred": 36.03333333333333, + "n_ref": 184.86666666666667 + }, + "13": { + "Dice": 0.4262567771667587, + "FN": 3265.4, + "FP": 1857.0, + "IoU": 0.2934502619593164, + "TN": 255217.06666666668, + "TP": 2508.5333333333333, + "n_pred": 4365.533333333334, + "n_ref": 5773.933333333333 + }, + "14": { + "Dice": 0.5124745618959948, + "FN": 567.8333333333334, + "FP": 1129.8333333333333, + "IoU": 0.42023977836283066, + "TN": 257658.06666666668, + "TP": 3492.266666666667, + "n_pred": 4622.1, + "n_ref": 4060.1 + }, + "15": { + "Dice": 0.546802558437497, + "FN": 1648.8333333333333, + "FP": 331.96666666666664, + "IoU": 0.4015219133331024, + "TN": 259128.06666666668, + "TP": 1739.1333333333334, + "n_pred": 2071.1, + "n_ref": 3387.9666666666667 + }, + "2": { + "Dice": 0.4857114556010226, + "FN": 771.2666666666667, + "FP": 375.6333333333333, + "IoU": 0.4142865062632238, + "TN": 258413.16666666666, + "TP": 3287.9333333333334, + "n_pred": 3663.5666666666666, + "n_ref": 4059.2 + }, + "3": { + "Dice": 0.30388933353939357, + "FN": 2339.233333333333, + "FP": 852.9, + "IoU": 0.26190444155381165, + "TN": 257898.23333333334, + "TP": 1757.6333333333334, + "n_pred": 2610.5333333333333, + "n_ref": 4096.866666666667 + }, + "4": { + "Dice": 0.1021984460873406, + "FN": 117.46666666666667, + "FP": 624.2333333333333, + "IoU": 0.07722574674925087, + "TN": 261845.1, + "TP": 261.2, + "n_pred": 885.4333333333333, + "n_ref": 378.6666666666667 + }, + "5": { + "Dice": 0.04665001628841351, + "FN": 217.76666666666668, + "FP": 79.8, + "IoU": 0.02640442532267978, + "TN": 262514.63333333336, + "TP": 35.8, + "n_pred": 115.6, + "n_ref": 253.56666666666666 + }, + "6": { + "Dice": 0.483203926006429, + "FN": 2237.5333333333333, + "FP": 4055.266666666667, + "IoU": 0.418210858505673, + "TN": 243519.63333333333, + "TP": 13035.566666666668, + "n_pred": 17090.833333333332, + "n_ref": 15273.1 + }, + "7": { + "Dice": 0.40245447449756444, + "FN": 3969.0333333333333, + "FP": 2072.9, + "IoU": 0.3312991171036557, + "TN": 249888.4, + "TP": 6917.666666666667, + "n_pred": 8990.566666666668, + "n_ref": 10886.7 + }, + "8": { + "Dice": 0.684194741183635, + "FN": 411.3666666666667, + "FP": 997.3333333333334, + "IoU": 0.5776311610389766, + "TN": 259443.5, + "TP": 1995.8, + "n_pred": 2993.133333333333, + "n_ref": 2407.1666666666665 + }, + "9": { + "Dice": 0.459292834397167, + "FN": 1948.5666666666666, + "FP": 663.8333333333334, + "IoU": 0.352254752642833, + "TN": 257714.93333333332, + "TP": 2520.6666666666665, + "n_pred": 3184.5, + "n_ref": 4469.233333333334 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "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": 30240, + "IoU": 0.0, + "TN": 144992, + "TP": 0, + "n_pred": 30240, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.4609053497942387, + "FN": 960, + "FP": 350, + "IoU": 0.2994652406417112, + "TN": 173362, + "TP": 560, + "n_pred": 910, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6144659895352416, + "FN": 2265, + "FP": 10261, + "IoU": 0.4434867602630176, + "TN": 152724, + "TP": 9982, + "n_pred": 20243, + "n_ref": 12247 + }, + "9": { + "Dice": 0.5214950138272019, + "FN": 11299, + "FP": 121, + "IoU": 0.35271779175877116, + "TN": 157589, + "TP": 6223, + "n_pred": 6344, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.8400345622119816, + "FN": 760, + "FP": 21456, + "IoU": 0.7241893032725828, + "TN": 94684, + "TP": 58332, + "n_pred": 79788, + "n_ref": 59092 + }, + "15": { + "Dice": 0.634819595189205, + "FN": 24893, + "FP": 5, + "IoU": 0.4650078428844625, + "TN": 128693, + "TP": 21641, + "n_pred": 21646, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 663, + "IoU": 0.0, + "TN": 349801, + "TP": 0, + "n_pred": 663, + "n_ref": 0 + }, + "10": { + "Dice": 0.14015714589084732, + "FN": 18786, + "FP": 5508, + "IoU": 0.07535967115779858, + "TN": 324190, + "TP": 1980, + "n_pred": 7488, + "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": 0.506908282996598, + "FN": 12316, + "FP": 1888, + "IoU": 0.3395024412927226, + "TN": 328959, + "TP": 7301, + "n_pred": 9189, + "n_ref": 19617 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3368421052631579, + "FN": 507, + "FP": 123, + "IoU": 0.20253164556962025, + "TN": 349674, + "TP": 160, + "n_pred": 283, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5956, + "IoU": 0.0, + "TN": 344508, + "TP": 0, + "n_pred": 5956, + "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": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2629, + "IoU": 0.0, + "TN": 347835, + "TP": 0, + "n_pred": 2629, + "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": 0.7122987059089295, + "FN": 3414, + "FP": 5501, + "IoU": 0.5531552303142699, + "TN": 330513, + "TP": 11036, + "n_pred": 16537, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22057, + "IoU": 0.0, + "TN": 503639, + "TP": 0, + "n_pred": 22057, + "n_ref": 0 + }, + "10": { + "Dice": 0.26326645415338457, + "FN": 3762, + "FP": 167, + "IoU": 0.151587130209458, + "TN": 521065, + "TP": 702, + "n_pred": 869, + "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": 0.30645457045933805, + "FN": 27228, + "FP": 3030, + "IoU": 0.18095444333161897, + "TN": 488753, + "TP": 6685, + "n_pred": 9715, + "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": 2784, + "IoU": 0.0, + "TN": 522912, + "TP": 0, + "n_pred": 2784, + "n_ref": 0 + }, + "3": { + "Dice": 0.3292656008576924, + "FN": 20847, + "FP": 424, + "IoU": 0.1970783632794806, + "TN": 499204, + "TP": 5221, + "n_pred": 5645, + "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": 33832, + "IoU": 0.0, + "TN": 491864, + "TP": 0, + "n_pred": 33832, + "n_ref": 0 + }, + "7": { + "Dice": 0.3362279220605183, + "FN": 26589, + "FP": 22943, + "IoU": 0.2020877297549817, + "TN": 463619, + "TP": 12545, + "n_pred": 35488, + "n_ref": 39134 + }, + "8": { + "Dice": 0.5369204350314826, + "FN": 807, + "FP": 2, + "IoU": 0.3669796557120501, + "TN": 524418, + "TP": 469, + "n_pred": 471, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6284030642309959, + "FN": 1135, + "FP": 5171, + "IoU": 0.45815432204846196, + "TN": 514058, + "TP": 5332, + "n_pred": 10503, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14858, + "IoU": 0.0, + "TN": 160374, + "TP": 0, + "n_pred": 14858, + "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": 225, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9324017909554448, + "FN": 3548, + "FP": 2325, + "IoU": 0.8733639519589451, + "TN": 128855, + "TP": 40504, + "n_pred": 42829, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 642, + "IoU": 0.0, + "TN": 174590, + "TP": 0, + "n_pred": 642, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8506674652082775, + "FN": 18647, + "FP": 303, + "IoU": 0.7401404201634578, + "TN": 102308, + "TP": 53974, + "n_pred": 54277, + "n_ref": 72621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 175122, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.39772521223110524, + "FN": 16784, + "FP": 19753, + "IoU": 0.24822534515750705, + "TN": 126631, + "TP": 12064, + "n_pred": 31817, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6171080139372822, + "FN": 3973, + "FP": 18005, + "IoU": 0.44624455138703417, + "TN": 135543, + "TP": 17711, + "n_pred": 35716, + "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": 1297, + "IoU": 0.0, + "TN": 173903, + "TP": 0, + "n_pred": 1297, + "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": 6, + "IoU": 0.0, + "TN": 174965, + "TP": 0, + "n_pred": 6, + "n_ref": 261 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "6": { + "Dice": 0.7813074297715936, + "FN": 3505, + "FP": 2326, + "IoU": 0.6411029728565274, + "TN": 158985, + "TP": 10416, + "n_pred": 12742, + "n_ref": 13921 + }, + "7": { + "Dice": 0.0, + "FN": 29602, + "FP": 1440, + "IoU": 0.0, + "TN": 144190, + "TP": 0, + "n_pred": 1440, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7382293309303898, + "FN": 2517, + "FP": 4455, + "IoU": 0.5850740939118014, + "TN": 158429, + "TP": 9831, + "n_pred": 14286, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716260856249043, + "FN": 1131, + "FP": 166, + "IoU": 0.9448179033356024, + "TN": 151728, + "TP": 22207, + "n_pred": 22373, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 823, + "IoU": 0.0, + "TN": 174409, + "TP": 0, + "n_pred": 823, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 553, + "IoU": 0.0, + "TN": 174679, + "TP": 0, + "n_pred": 553, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 863, + "IoU": 0.0, + "TN": 174369, + "TP": 0, + "n_pred": 863, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 175142, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7127359191558924, + "FN": 1779, + "FP": 154, + "IoU": 0.5536827522512122, + "TN": 170901, + "TP": 2398, + "n_pred": 2552, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9391780908459157, + "FN": 4591, + "FP": 3111, + "IoU": 0.8853305938928343, + "TN": 108065, + "TP": 59465, + "n_pred": 62576, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8832807570977917, + "FN": 204, + "FP": 18, + "IoU": 0.7909604519774012, + "TN": 174170, + "TP": 840, + "n_pred": 858, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.43322649572649574, + "FN": 10306, + "FP": 4548, + "IoU": 0.276508694169792, + "TN": 154701, + "TP": 5677, + "n_pred": 10225, + "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": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.5054863992623329, + "FN": 12158, + "FP": 3931, + "IoU": 0.3382280355380059, + "TN": 150920, + "TP": 8223, + "n_pred": 12154, + "n_ref": 20381 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.023853211009174313, + "FN": 0, + "FP": 1064, + "IoU": 0.012070566388115135, + "TN": 174155, + "TP": 13, + "n_pred": 1077, + "n_ref": 13 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 682, + "IoU": 0.0, + "TN": 174550, + "TP": 0, + "n_pred": 682, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.807564528494761, + "FN": 695, + "FP": 58, + "IoU": 0.6772396056579512, + "TN": 172899, + "TP": 1580, + "n_pred": 1638, + "n_ref": 2275 + }, + "8": { + "Dice": 0.27409675443968157, + "FN": 3282, + "FP": 14499, + "IoU": 0.15881351121203519, + "TN": 154094, + "TP": 3357, + "n_pred": 17856, + "n_ref": 6639 + }, + "9": { + "Dice": 0.06858583178561953, + "FN": 13994, + "FP": 48, + "IoU": 0.03551068067861804, + "TN": 160673, + "TP": 517, + "n_pred": 565, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.07439613526570048, + "FN": 1886, + "FP": 30, + "IoU": 0.0386352232814852, + "TN": 348471, + "TP": 77, + "n_pred": 107, + "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": 0.5245275564627642, + "FN": 10539, + "FP": 3903, + "IoU": 0.3554980364155659, + "TN": 328056, + "TP": 7966, + "n_pred": 11869, + "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": 0.6942305922767843, + "FN": 9639, + "FP": 330, + "IoU": 0.5316640045100066, + "TN": 329178, + "TP": 11317, + "n_pred": 11647, + "n_ref": 20956 + }, + "3": { + "Dice": 0.0006707657909446618, + "FN": 0, + "FP": 8939, + "IoU": 0.0003354954148959964, + "TN": 341522, + "TP": 3, + "n_pred": 8942, + "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": 0.9625019085854911, + "FN": 1611, + "FP": 2564, + "IoU": 0.9277143895977976, + "TN": 292707, + "TP": 53582, + "n_pred": 56146, + "n_ref": 55193 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 350325, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "8": { + "Dice": 0.9659894416893297, + "FN": 580, + "FP": 483, + "IoU": 0.9342162262516245, + "TN": 334305, + "TP": 15096, + "n_pred": 15579, + "n_ref": 15676 + }, + "9": { + "Dice": 0.8683304843304843, + "FN": 5003, + "FP": 774, + "IoU": 0.7673004108595827, + "TN": 325638, + "TP": 19049, + "n_pred": 19823, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 525568, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "10": { + "Dice": 0.0050729232720355105, + "FN": 1, + "FP": 1568, + "IoU": 0.0025429116338207248, + "TN": 524123, + "TP": 4, + "n_pred": 1572, + "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": 0, + "IoU": 0.0, + "TN": 525439, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1093, + "IoU": 0.0, + "TN": 524603, + "TP": 0, + "n_pred": 1093, + "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": 1577, + "IoU": 0.0, + "TN": 524119, + "TP": 0, + "n_pred": 1577, + "n_ref": 0 + }, + "3": { + "Dice": 0.5597014925373134, + "FN": 19661, + "FP": 3585, + "IoU": 0.38860103626943004, + "TN": 487675, + "TP": 14775, + "n_pred": 18360, + "n_ref": 34436 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.23325008144206755, + "FN": 6533, + "FP": 528, + "IoU": 0.1320221266133989, + "TN": 517561, + "TP": 1074, + "n_pred": 1602, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8570019100142935, + "FN": 6817, + "FP": 15793, + "IoU": 0.7497842013235653, + "TN": 435334, + "TP": 67752, + "n_pred": 83545, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8960412903225806, + "FN": 7185, + "FP": 12957, + "IoU": 0.8116619602416173, + "TN": 418750, + "TP": 86804, + "n_pred": 99761, + "n_ref": 93989 + }, + "8": { + "Dice": 0.896499136558344, + "FN": 531, + "FP": 4084, + "IoU": 0.8124136249085441, + "TN": 501094, + "TP": 19987, + "n_pred": 24071, + "n_ref": 20518 + }, + "9": { + "Dice": 0.29007238883143743, + "FN": 1396, + "FP": 1350, + "IoU": 0.16964015724221349, + "TN": 522389, + "TP": 561, + "n_pred": 1911, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 10162, + "IoU": 0.0, + "TN": 165070, + "TP": 0, + "n_pred": 10162, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.706834866648081, + "FN": 25107, + "FP": 131, + "IoU": 0.5465928893519932, + "TN": 119569, + "TP": 30425, + "n_pred": 30556, + "n_ref": 55532 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0173.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": 0.8330046704722366, + "FN": 10872, + "FP": 391, + "IoU": 0.7138029171113482, + "TN": 311110, + "TP": 28091, + "n_pred": 28482, + "n_ref": 38963 + }, + "15": { + "Dice": 0.5217391304347826, + "FN": 3, + "FP": 30, + "IoU": 0.35294117647058826, + "TN": 350413, + "TP": 18, + "n_pred": 48, + "n_ref": 21 + }, + "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": 88, + "IoU": 0.0, + "TN": 350376, + "TP": 0, + "n_pred": 88, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 350415, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "10": { + "Dice": 0.20952000599056486, + "FN": 29408, + "FP": 2261, + "IoU": 0.11701890369709474, + "TN": 314598, + "TP": 4197, + "n_pred": 6458, + "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": 0.5958203368683718, + "FN": 7022, + "FP": 5936, + "IoU": 0.4243191612243991, + "TN": 327955, + "TP": 9551, + "n_pred": 15487, + "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": 0.7429598562013181, + "FN": 723, + "FP": 135, + "IoU": 0.5910390848427073, + "TN": 348366, + "TP": 1240, + "n_pred": 1375, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 350173, + "TP": 0, + "n_pred": 291, + "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": 0.8059748427672956, + "FN": 161, + "FP": 1073, + "IoU": 0.675006584145378, + "TN": 346667, + "TP": 2563, + "n_pred": 3636, + "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": 0.3979084085350426, + "FN": 14274, + "FP": 4, + "IoU": 0.2483680774899979, + "TN": 331468, + "TP": 4718, + "n_pred": 4722, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20770, + "IoU": 0.0, + "TN": 329694, + "TP": 0, + "n_pred": 20770, + "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": 0.28974732506153617, + "FN": 963, + "FP": 13176, + "IoU": 0.16941784644304764, + "TN": 333441, + "TP": 2884, + "n_pred": 16060, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 893, + "IoU": 0.0, + "TN": 349571, + "TP": 0, + "n_pred": 893, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 349859, + "TP": 0, + "n_pred": 605, + "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": 0.7483527622909275, + "FN": 492, + "FP": 1494, + "IoU": 0.5978943105891881, + "TN": 345525, + "TP": 2953, + "n_pred": 4447, + "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": 0.8985790679908326, + "FN": 8294, + "FP": 1663, + "IoU": 0.8158362001997559, + "TN": 296398, + "TP": 44109, + "n_pred": 45772, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5254, + "IoU": 0.0, + "TN": 345210, + "TP": 0, + "n_pred": 5254, + "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": 0.9394273577584447, + "FN": 5585, + "FP": 1830, + "IoU": 0.885773704074559, + "TN": 285549, + "TP": 57500, + "n_pred": 59330, + "n_ref": 63085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 350204, + "TP": 0, + "n_pred": 260, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623709004728325, + "FN": 2404, + "FP": 835, + "IoU": 0.9274710018361771, + "TN": 130574, + "TP": 41419, + "n_pred": 42254, + "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": 0.9609440207224061, + "FN": 1155, + "FP": 202, + "IoU": 0.9248241094676195, + "TN": 157181, + "TP": 16694, + "n_pred": 16896, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8307864896003881, + "FN": 10814, + "FP": 348, + "IoU": 0.7105515649716049, + "TN": 136669, + "TP": 27401, + "n_pred": 27749, + "n_ref": 38215 + }, + "10": { + "Dice": 0.0, + "FN": 1274, + "FP": 5, + "IoU": 0.0, + "TN": 173953, + "TP": 0, + "n_pred": 5, + "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": 0.871536523929471, + "FN": 84, + "FP": 171, + "IoU": 0.7723214285714286, + "TN": 174112, + "TP": 865, + "n_pred": 1036, + "n_ref": 949 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 174896, + "TP": 0, + "n_pred": 336, + "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": 4825, + "IoU": 0.0, + "TN": 170407, + "TP": 0, + "n_pred": 4825, + "n_ref": 0 + }, + "7": { + "Dice": 0.6789723593597685, + "FN": 10131, + "FP": 78, + "IoU": 0.5139728636039038, + "TN": 154227, + "TP": 10796, + "n_pred": 10874, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.706386292834891, + "FN": 162, + "FP": 1346, + "IoU": 0.5460565924142083, + "TN": 347142, + "TP": 1814, + "n_pred": 3160, + "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": 0.42644017725258493, + "FN": 15462, + "FP": 70, + "IoU": 0.27100347320003754, + "TN": 329158, + "TP": 5774, + "n_pred": 5844, + "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": 0.9166666666666666, + "FN": 1, + "FP": 1, + "IoU": 0.8461538461538461, + "TN": 350451, + "TP": 11, + "n_pred": 12, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.69153591160221, + "FN": 1188, + "FP": 5791, + "IoU": 0.528509660856641, + "TN": 335662, + "TP": 7823, + "n_pred": 13614, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969550318624504, + "FN": 1490, + "FP": 4588, + "IoU": 0.9409002071118112, + "TN": 247621, + "TP": 96765, + "n_pred": 101353, + "n_ref": 98255 + }, + "7": { + "Dice": 0.8240258826839217, + "FN": 4389, + "FP": 1866, + "IoU": 0.7007177033492823, + "TN": 329564, + "TP": 14645, + "n_pred": 16511, + "n_ref": 19034 + }, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8925040940006455, + "FN": 7316, + "FP": 1677, + "IoU": 0.8058757501187238, + "TN": 304138, + "TP": 37333, + "n_pred": 39010, + "n_ref": 44649 + }, + "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": 153, + "IoU": 0.0, + "TN": 350311, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6519303710029891, + "FN": 2709, + "FP": 11148, + "IoU": 0.48360289185361854, + "TN": 323630, + "TP": 12977, + "n_pred": 24125, + "n_ref": 15686 + }, + "15": { + "Dice": 0.24279803861477167, + "FN": 13320, + "FP": 6446, + "IoU": 0.1381730978853281, + "TN": 327529, + "TP": 3169, + "n_pred": 9615, + "n_ref": 16489 + }, + "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": 1048, + "IoU": 0.0, + "TN": 349416, + "TP": 0, + "n_pred": 1048, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1213, + "IoU": 0.0, + "TN": 349251, + "TP": 0, + "n_pred": 1213, + "n_ref": 0 + }, + "7": { + "Dice": 0.7403214851709305, + "FN": 2214, + "FP": 80, + "IoU": 0.5877066858375269, + "TN": 344900, + "TP": 3270, + "n_pred": 3350, + "n_ref": 5484 + }, + "8": { + "Dice": 0.3564235581324382, + "FN": 4145, + "FP": 73, + "IoU": 0.2168585220943186, + "TN": 345078, + "TP": 1168, + "n_pred": 1241, + "n_ref": 5313 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 350238, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.7498777676887616, + "FN": 2694, + "FP": 887, + "IoU": 0.5998435579394346, + "TN": 341515, + "TP": 5368, + "n_pred": 6255, + "n_ref": 8062 + }, + "15": { + "Dice": 0.7878534695112289, + "FN": 11249, + "FP": 3478, + "IoU": 0.6499655360920306, + "TN": 308391, + "TP": 27346, + "n_pred": 30824, + "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": 2804, + "IoU": 0.0, + "TN": 347660, + "TP": 0, + "n_pred": 2804, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 350234, + "TP": 0, + "n_pred": 230, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.5405923565981082, + "FN": 24035, + "FP": 8554, + "IoU": 0.3704190251724205, + "TN": 298701, + "TP": 19174, + "n_pred": 27728, + "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": 0.2655580750818846, + "FN": 2759, + "FP": 156, + "IoU": 0.15310865775711796, + "TN": 347022, + "TP": 527, + "n_pred": 683, + "n_ref": 3286 + }, + "13": { + "Dice": 0.42307787667666674, + "FN": 7812, + "FP": 15457, + "IoU": 0.2682934498915128, + "TN": 318663, + "TP": 8532, + "n_pred": 23989, + "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": 0.8211459322570434, + "FN": 394, + "FP": 171, + "IoU": 0.69656283566058, + "TN": 348602, + "TP": 1297, + "n_pred": 1468, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9245535986348955, + "FN": 2443, + "FP": 33, + "IoU": 0.8596928656428855, + "TN": 332817, + "TP": 15171, + "n_pred": 15204, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 1177, + "IoU": 0.0, + "TN": 347212, + "TP": 0, + "n_pred": 1177, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8219213245203106, + "FN": 1461, + "FP": 4089, + "IoU": 0.697679485782765, + "TN": 332106, + "TP": 12808, + "n_pred": 16897, + "n_ref": 14269 + }, + "7": { + "Dice": 0.412031084027506, + "FN": 33670, + "FP": 18915, + "IoU": 0.2594704971130827, + "TN": 279454, + "TP": 18425, + "n_pred": 37340, + "n_ref": 52095 + }, + "8": { + "Dice": 0.945881856984771, + "FN": 527, + "FP": 500, + "IoU": 0.8973205358928215, + "TN": 340462, + "TP": 8975, + "n_pred": 9475, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8268979499887362, + "FN": 5425, + "FP": 2259, + "IoU": 0.7048815147674463, + "TN": 324427, + "TP": 18353, + "n_pred": 20612, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.34599809844864066, + "FN": 842.5933333333334, + "FP": 874.1177777777779, + "IoU": 0.28827442588460966, + "TN": 229225.73555555558, + "TP": 2700.22, + "n_pred": 3574.3377777777773, + "n_ref": 3542.813333333333 + }, + "mean": { + "1": { + "Dice": 0.15867300064390932, + "FN": 177.16666666666666, + "FP": 85.76666666666667, + "IoU": 0.1214282290917805, + "TN": 233347.8, + "TP": 31.933333333333334, + "n_pred": 117.7, + "n_ref": 209.1 + }, + "10": { + "Dice": 0.19563956016024667, + "FN": 1195.2, + "FP": 1292.8666666666666, + "IoU": 0.15582571808311527, + "TN": 229155.33333333334, + "TP": 1999.2666666666667, + "n_pred": 3292.133333333333, + "n_ref": 3194.4666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 36.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 233606.06666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.6 + }, + "12": { + "Dice": 0.43789062994540134, + "FN": 15.266666666666667, + "FP": 63.5, + "IoU": 0.3275857516692679, + "TN": 233485.36666666667, + "TP": 78.53333333333333, + "n_pred": 142.03333333333333, + "n_ref": 93.8 + }, + "13": { + "Dice": 0.21819621847801182, + "FN": 1242.2, + "FP": 931.7, + "IoU": 0.17056382672029616, + "TN": 229978.3, + "TP": 1490.4666666666667, + "n_pred": 2422.1666666666665, + "n_ref": 2732.6666666666665 + }, + "14": { + "Dice": 0.5446077195704866, + "FN": 177.43333333333334, + "FP": 904.0, + "IoU": 0.4998553883594844, + "TN": 228953.1, + "TP": 3608.133333333333, + "n_pred": 4512.133333333333, + "n_ref": 3785.5666666666666 + }, + "15": { + "Dice": 0.36417277441106033, + "FN": 229.13333333333333, + "FP": 278.53333333333336, + "IoU": 0.2871091490679916, + "TN": 232477.96666666667, + "TP": 657.0333333333333, + "n_pred": 935.5666666666667, + "n_ref": 886.1666666666666 + }, + "2": { + "Dice": 0.27889591546411147, + "FN": 379.7, + "FP": 2146.766666666667, + "IoU": 0.23127113583163803, + "TN": 230093.2, + "TP": 1023.0, + "n_pred": 3169.766666666667, + "n_ref": 1402.7 + }, + "3": { + "Dice": 0.22356434620349247, + "FN": 2823.233333333333, + "FP": 374.73333333333335, + "IoU": 0.19035161163121161, + "TN": 227063.3, + "TP": 3381.4, + "n_pred": 3756.133333333333, + "n_ref": 6204.633333333333 + }, + "4": { + "Dice": 0.4652860550310674, + "FN": 912.1666666666666, + "FP": 203.1, + "IoU": 0.3811163972334361, + "TN": 230705.1, + "TP": 1822.3, + "n_pred": 2025.4, + "n_ref": 2734.4666666666667 + }, + "5": { + "Dice": 0.2626285497819388, + "FN": 638.1, + "FP": 26.533333333333335, + "IoU": 0.1975497040629907, + "TN": 232812.96666666667, + "TP": 165.06666666666666, + "n_pred": 191.6, + "n_ref": 803.1666666666666 + }, + "6": { + "Dice": 0.6958451449264212, + "FN": 1022.2, + "FP": 3037.8, + "IoU": 0.6396991875413802, + "TN": 212073.33333333334, + "TP": 17509.333333333332, + "n_pred": 20547.133333333335, + "n_ref": 18531.533333333333 + }, + "7": { + "Dice": 0.2745451911012494, + "FN": 1450.3666666666666, + "FP": 1904.5, + "IoU": 0.20656358350424378, + "TN": 227866.03333333333, + "TP": 2421.766666666667, + "n_pred": 4326.266666666666, + "n_ref": 3872.133333333333 + }, + "8": { + "Dice": 0.5560794406977908, + "FN": 1154.1333333333334, + "FP": 600.7333333333333, + "IoU": 0.5046192100308761, + "TN": 228420.93333333332, + "TP": 3466.866666666667, + "n_pred": 4067.6, + "n_ref": 4621.0 + }, + "9": { + "Dice": 0.5139469303144223, + "FN": 1186.0, + "FP": 1261.2333333333333, + "IoU": 0.41057749544143257, + "TN": 228347.23333333334, + "TP": 2848.2, + "n_pred": 4109.433333333333, + "n_ref": 4034.2 + } + }, + "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": 1520, + "IoU": 0.0, + "TN": 173712, + "TP": 0, + "n_pred": 1520, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8757421543681085, + "FN": 405, + "FP": 181, + "IoU": 0.7789513391173142, + "TN": 172581, + "TP": 2065, + "n_pred": 2246, + "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": 0.0, + "FN": 0, + "FP": 2362, + "IoU": 0.0, + "TN": 172870, + "TP": 0, + "n_pred": 2362, + "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": 101, + "IoU": 0.0, + "TN": 175131, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1474, + "IoU": 0.0, + "TN": 348990, + "TP": 0, + "n_pred": 1474, + "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": 0.8550241443237024, + "FN": 1281, + "FP": 18504, + "IoU": 0.7467617243497849, + "TN": 272336, + "TP": 58343, + "n_pred": 76847, + "n_ref": 59624 + }, + "15": { + "Dice": 0.689565565031983, + "FN": 5944, + "FP": 3374, + "IoU": 0.5262114201454212, + "TN": 330797, + "TP": 10349, + "n_pred": 13723, + "n_ref": 16293 + }, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9406236275801493, + "FN": 1197, + "FP": 155, + "IoU": 0.8879031589420446, + "TN": 163171, + "TP": 10709, + "n_pred": 10864, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.7745029536937051, + "FN": 4091, + "FP": 10109, + "IoU": 0.6319908775203442, + "TN": 136646, + "TP": 24386, + "n_pred": 34495, + "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": 0.6746285461527636, + "FN": 12685, + "FP": 3498, + "IoU": 0.509010922330097, + "TN": 142272, + "TP": 16777, + "n_pred": 20275, + "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": 0.5171673819742489, + "FN": 888, + "FP": 462, + "IoU": 0.34876989869753977, + "TN": 173159, + "TP": 723, + "n_pred": 1185, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 949, + "IoU": 0.0, + "TN": 174283, + "TP": 0, + "n_pred": 949, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8849206349206349, + "FN": 322, + "FP": 548, + "IoU": 0.7935943060498221, + "TN": 171017, + "TP": 3345, + "n_pred": 3893, + "n_ref": 3667 + }, + "7": { + "Dice": 0.5872576177285319, + "FN": 858, + "FP": 334, + "IoU": 0.41568627450980394, + "TN": 173192, + "TP": 848, + "n_pred": 1182, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8153692614770459, + "FN": 744, + "FP": 5176, + "IoU": 0.6882898062342039, + "TN": 156240, + "TP": 13072, + "n_pred": 18248, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32231830937517897, + "FN": 11642, + "FP": 191, + "IoU": 0.19212125349901005, + "TN": 160585, + "TP": 2814, + "n_pred": 3005, + "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": 0.771794514826674, + "FN": 13770, + "FP": 2622, + "IoU": 0.6283920110630001, + "TN": 131121, + "TP": 27719, + "n_pred": 30341, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.815985019617168, + "FN": 2367, + "FP": 22397, + "IoU": 0.6891678172461403, + "TN": 95562, + "TP": 54906, + "n_pred": 77303, + "n_ref": 57273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1319, + "IoU": 0.0, + "TN": 173913, + "TP": 0, + "n_pred": 1319, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.7363771619862377, + "FN": 2011, + "FP": 3659, + "IoU": 0.5827507542865553, + "TN": 336875, + "TP": 7919, + "n_pred": 11578, + "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": 0.7252497489296474, + "FN": 2711, + "FP": 7685, + "IoU": 0.5689347762988763, + "TN": 326347, + "TP": 13721, + "n_pred": 21406, + "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": 0.8988603988603988, + "FN": 396, + "FP": 456, + "IoU": 0.8163001293661061, + "TN": 345826, + "TP": 3786, + "n_pred": 4242, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9511012203529227, + "FN": 1686, + "FP": 2357, + "IoU": 0.9067616807342834, + "TN": 307102, + "TP": 39319, + "n_pred": 41676, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2292, + "IoU": 0.0, + "TN": 348172, + "TP": 0, + "n_pred": 2292, + "n_ref": 0 + }, + "8": { + "Dice": 0.6397143137961537, + "FN": 1135, + "FP": 9862, + "IoU": 0.47027938342967246, + "TN": 329704, + "TP": 9763, + "n_pred": 19625, + "n_ref": 10898 + }, + "9": { + "Dice": 0.5011986738077021, + "FN": 9683, + "FP": 96, + "IoU": 0.33439967329158726, + "TN": 335772, + "TP": 4913, + "n_pred": 5009, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 349803, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8346472211273157, + "FN": 1377, + "FP": 301, + "IoU": 0.7162185016066295, + "TN": 344551, + "TP": 4235, + "n_pred": 4536, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1302, + "IoU": 0.0, + "TN": 349162, + "TP": 0, + "n_pred": 1302, + "n_ref": 0 + }, + "7": { + "Dice": 0.6027397260273972, + "FN": 0, + "FP": 174, + "IoU": 0.43137254901960786, + "TN": 350158, + "TP": 132, + "n_pred": 306, + "n_ref": 132 + }, + "8": { + "Dice": 0.9424205586709018, + "FN": 4210, + "FP": 195, + "IoU": 0.8911108913828052, + "TN": 310010, + "TP": 36049, + "n_pred": 36244, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 350087, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 242, + "IoU": 0.0, + "TN": 174990, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.6157012195121951, + "FN": 17354, + "FP": 2814, + "IoU": 0.4447748045369453, + "TN": 314140, + "TP": 16156, + "n_pred": 18970, + "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": 1273, + "IoU": 0.0, + "TN": 349191, + "TP": 0, + "n_pred": 1273, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5167, + "IoU": 0.0, + "TN": 345297, + "TP": 0, + "n_pred": 5167, + "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": 0.7764311850231351, + "FN": 9033, + "FP": 14063, + "IoU": 0.6345627442603756, + "TN": 287263, + "TP": 40105, + "n_pred": 54168, + "n_ref": 49138 + }, + "7": { + "Dice": 0.7335841124080323, + "FN": 7750, + "FP": 1882, + "IoU": 0.5792600358188092, + "TN": 327571, + "TP": 13261, + "n_pred": 15143, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9521398432790837, + "FN": 43, + "FP": 354, + "IoU": 0.9086516336861482, + "TN": 346118, + "TP": 3949, + "n_pred": 4303, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9700965238786197, + "FN": 913, + "FP": 35, + "IoU": 0.9419295558958652, + "TN": 158907, + "TP": 15377, + "n_pred": 15412, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4729835552075176, + "FN": 1275, + "FP": 71, + "IoU": 0.30974358974358973, + "TN": 348514, + "TP": 604, + "n_pred": 675, + "n_ref": 1879 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 5985, + "IoU": 0.0, + "TN": 344335, + "TP": 0, + "n_pred": 5985, + "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": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "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": 1708, + "IoU": 0.0, + "TN": 348756, + "TP": 0, + "n_pred": 1708, + "n_ref": 0 + }, + "3": { + "Dice": 0.8814863700936252, + "FN": 5318, + "FP": 5277, + "IoU": 0.7880872852371142, + "TN": 300467, + "TP": 39402, + "n_pred": 44679, + "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": 0.8711598798677874, + "FN": 2687, + "FP": 4992, + "IoU": 0.771730083234245, + "TN": 316824, + "TP": 25961, + "n_pred": 30953, + "n_ref": 28648 + }, + "7": { + "Dice": 0.4453946608112793, + "FN": 1085, + "FP": 3714, + "IoU": 0.2865001486767767, + "TN": 343738, + "TP": 1927, + "n_pred": 5641, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9222021306725343, + "FN": 2070, + "FP": 1501, + "IoU": 0.855635510996119, + "TN": 325728, + "TP": 21165, + "n_pred": 22666, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8371226554892248, + "FN": 3061, + "FP": 4633, + "IoU": 0.7198718415495522, + "TN": 322998, + "TP": 19772, + "n_pred": 24405, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3863, + "FP": 0, + "IoU": 0.0, + "TN": 346601, + "TP": 0, + "n_pred": 0, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 349956, + "TP": 0, + "n_pred": 508, + "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": 0.6034364261168385, + "FN": 414, + "FP": 740, + "IoU": 0.43208661417322836, + "TN": 348432, + "TP": 878, + "n_pred": 1618, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 349942, + "TP": 0, + "n_pred": 522, + "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": 0.8308213238634018, + "FN": 8057, + "FP": 137, + "IoU": 0.7106025287843469, + "TN": 322150, + "TP": 20120, + "n_pred": 20257, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 183, + "IoU": 0.0, + "TN": 350276, + "TP": 0, + "n_pred": 183, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.23405746320953047, + "FN": 4349, + "FP": 23, + "IoU": 0.13253968253968254, + "TN": 345424, + "TP": 668, + "n_pred": 691, + "n_ref": 5017 + }, + "6": { + "Dice": 0.919133967971436, + "FN": 7665, + "FP": 7600, + "IoU": 0.8503680759089172, + "TN": 248447, + "TP": 86752, + "n_pred": 94352, + "n_ref": 94417 + }, + "7": { + "Dice": 0.6624316145969019, + "FN": 7925, + "FP": 8920, + "IoU": 0.49525065172444793, + "TN": 317091, + "TP": 16528, + "n_pred": 25448, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9234886649874056, + "FN": 646, + "FP": 1784, + "IoU": 0.8578531734425271, + "TN": 333369, + "TP": 14665, + "n_pred": 16449, + "n_ref": 15311 + }, + "9": { + "Dice": 0.8998001537279016, + "FN": 606, + "FP": 2653, + "IoU": 0.8178515537670468, + "TN": 332572, + "TP": 14633, + "n_pred": 17286, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5785, + "IoU": 0.0, + "TN": 344679, + "TP": 0, + "n_pred": 5785, + "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": 200, + "IoU": 0.0, + "TN": 350264, + "TP": 0, + "n_pred": 200, + "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": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3026, + "IoU": 0.0, + "TN": 347438, + "TP": 0, + "n_pred": 3026, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 350360, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "5": { + "Dice": 0.24277456647398843, + "FN": 220, + "FP": 42, + "IoU": 0.13815789473684212, + "TN": 350160, + "TP": 42, + "n_pred": 84, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4747, + "IoU": 0.0, + "TN": 345717, + "TP": 0, + "n_pred": 4747, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3019, + "IoU": 0.0, + "TN": 347445, + "TP": 0, + "n_pred": 3019, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3782, + "IoU": 0.0, + "TN": 346682, + "TP": 0, + "n_pred": 3782, + "n_ref": 0 + }, + "9": { + "Dice": 0.6028024339864902, + "FN": 7115, + "FP": 0, + "IoU": 0.43143679079431035, + "TN": 337950, + "TP": 5399, + "n_pred": 5399, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.808012067211562, + "FN": 1727, + "FP": 3746, + "IoU": 0.677869334902884, + "TN": 158242, + "TP": 11517, + "n_pred": 15263, + "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": 0.6750045183444786, + "FN": 8347, + "FP": 644, + "IoU": 0.5094391095591445, + "TN": 156904, + "TP": 9337, + "n_pred": 9981, + "n_ref": 17684 + }, + "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": 0.883178617875241, + "FN": 2446, + "FP": 159, + "IoU": 0.7907966591712174, + "TN": 162780, + "TP": 9847, + "n_pred": 10006, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 174981, + "TP": 0, + "n_pred": 251, + "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": 0.3764705882352941, + "FN": 43, + "FP": 10, + "IoU": 0.2318840579710145, + "TN": 175163, + "TP": 16, + "n_pred": 26, + "n_ref": 59 + }, + "9": { + "Dice": 0.6383480825958702, + "FN": 389, + "FP": 4515, + "IoU": 0.46880415944540726, + "TN": 166000, + "TP": 4328, + "n_pred": 8843, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2908, + "IoU": 0.0, + "TN": 172324, + "TP": 0, + "n_pred": 2908, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7751967548451965, + "FN": 12339, + "FP": 629, + "IoU": 0.6329153338806013, + "TN": 139905, + "TP": 22359, + "n_pred": 22988, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689390883420734, + "FN": 1302, + "FP": 1624, + "IoU": 0.9397496087636933, + "TN": 126668, + "TP": 45638, + "n_pred": 47262, + "n_ref": 46940 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13056, + "IoU": 0.0, + "TN": 162176, + "TP": 0, + "n_pred": 13056, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 349847, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1283, + "IoU": 0.0, + "TN": 349181, + "TP": 0, + "n_pred": 1283, + "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": 2043, + "IoU": 0.0, + "TN": 348421, + "TP": 0, + "n_pred": 2043, + "n_ref": 0 + }, + "14": { + "Dice": 0.9273908259485808, + "FN": 2845, + "FP": 3292, + "IoU": 0.8646120585055924, + "TN": 305135, + "TP": 39192, + "n_pred": 42484, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7671255326122582, + "FN": 930, + "FP": 4754, + "IoU": 0.6222251761265453, + "TN": 335418, + "TP": 9362, + "n_pred": 14116, + "n_ref": 10292 + }, + "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": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0016634980988593155, + "FN": 7972, + "FP": 430, + "IoU": 0.0008324414317992627, + "TN": 342055, + "TP": 7, + "n_pred": 437, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15211, + "IoU": 0.0, + "TN": 335253, + "TP": 0, + "n_pred": 15211, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.00015715239853848268, + "FN": 25324, + "FP": 125, + "IoU": 7.858237397351774e-05, + "TN": 325013, + "TP": 2, + "n_pred": 127, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 17215, + "IoU": 0.0, + "TN": 333236, + "TP": 0, + "n_pred": 17215, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 1161, + "IoU": 0.0, + "TN": 174071, + "TP": 0, + "n_pred": 1161, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5488, + "IoU": 0.0, + "TN": 169744, + "TP": 0, + "n_pred": 5488, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19926, + "IoU": 0.0, + "TN": 155306, + "TP": 0, + "n_pred": 19926, + "n_ref": 0 + }, + "3": { + "Dice": 0.5507891022625209, + "FN": 20601, + "FP": 405, + "IoU": 0.38006138590485183, + "TN": 141348, + "TP": 12878, + "n_pred": 13283, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 350095, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 814, + "IoU": 0.0, + "TN": 349650, + "TP": 0, + "n_pred": 814, + "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": 217, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40580, + "IoU": 0.0, + "TN": 309884, + "TP": 0, + "n_pred": 40580, + "n_ref": 0 + }, + "3": { + "Dice": 0.09225876700254065, + "FN": 52515, + "FP": 6, + "IoU": 0.04836021018300417, + "TN": 295274, + "TP": 2669, + "n_pred": 2675, + "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": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 350195, + "TP": 0, + "n_pred": 269, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 10529, + "FP": 1377, + "IoU": 0.0, + "TN": 163326, + "TP": 0, + "n_pred": 1377, + "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": 3246, + "IoU": 0.0, + "TN": 170514, + "TP": 0, + "n_pred": 3246, + "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": 0.3458646616541353, + "FN": 763, + "FP": 2282, + "IoU": 0.20909090909090908, + "TN": 171382, + "TP": 805, + "n_pred": 3087, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9358755628053297, + "FN": 2199, + "FP": 5506, + "IoU": 0.8794794387699238, + "TN": 111301, + "TP": 56226, + "n_pred": 61732, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19878, + "IoU": 0.0, + "TN": 155354, + "TP": 0, + "n_pred": 19878, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 0, + "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": 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": 0.9601481481481482, + "FN": 1936, + "FP": 9362, + "IoU": 0.9233509046872774, + "TN": 203065, + "TP": 136101, + "n_pred": 145463, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8122249438453486, + "FN": 18302, + "FP": 173, + "IoU": 0.6838205093099672, + "TN": 292032, + "TP": 39957, + "n_pred": 40130, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5557083906464925, + "FN": 7931, + "FP": 144, + "IoU": 0.38476190476190475, + "TN": 337339, + "TP": 5050, + "n_pred": 5194, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9622921769948403, + "FN": 1469, + "FP": 1425, + "IoU": 0.9273247783832651, + "TN": 135411, + "TP": 36927, + "n_pred": 38352, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.8030665817279178, + "FN": 6038, + "FP": 2927, + "IoU": 0.6709367200117458, + "TN": 147988, + "TP": 18279, + "n_pred": 21206, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.796400449943757, + "FN": 177, + "FP": 4, + "IoU": 0.6616822429906543, + "TN": 174697, + "TP": 354, + "n_pred": 358, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7102354637193657, + "FN": 44, + "FP": 1162, + "IoU": 0.5506706408345753, + "TN": 172548, + "TP": 1478, + "n_pred": 2640, + "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": 1414, + "IoU": 0.0, + "TN": 173818, + "TP": 0, + "n_pred": 1414, + "n_ref": 0 + }, + "3": { + "Dice": 0.9346735688797306, + "FN": 6258, + "FP": 241, + "IoU": 0.8773588466183575, + "TN": 122240, + "TP": 46493, + "n_pred": 46734, + "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": 0.9462635124549584, + "FN": 240, + "FP": 103, + "IoU": 0.8980077311923877, + "TN": 171869, + "TP": 3020, + "n_pred": 3123, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.44244802072248857, + "FN": 736.6866666666665, + "FP": 530.9288888888889, + "IoU": 0.37611435162402435, + "TN": 211961.4, + "TP": 2890.4511111111115, + "n_pred": 3421.3800000000006, + "n_ref": 3627.137777777777 + }, + "mean": { + "1": { + "Dice": 0.7338037588843324, + "FN": 251.1, + "FP": 447.46666666666664, + "IoU": 0.6725538311503715, + "TN": 210242.3, + "TP": 5178.6, + "n_pred": 5626.066666666667, + "n_ref": 5429.7 + }, + "10": { + "Dice": 0.35061901380792454, + "FN": 781.6666666666666, + "FP": 600.9, + "IoU": 0.2531029390153142, + "TN": 213988.43333333332, + "TP": 748.4666666666667, + "n_pred": 1349.3666666666666, + "n_ref": 1530.1333333333334 + }, + "11": { + "Dice": 0.0, + "FN": 121.13333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 215998.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 121.13333333333334 + }, + "12": { + "Dice": 0.1833015879060751, + "FN": 188.8, + "FP": 66.73333333333333, + "IoU": 0.13173302604178155, + "TN": 215715.53333333333, + "TP": 148.4, + "n_pred": 215.13333333333333, + "n_ref": 337.2 + }, + "13": { + "Dice": 0.14094409698941776, + "FN": 497.93333333333334, + "FP": 266.3333333333333, + "IoU": 0.09762396603340978, + "TN": 214993.73333333334, + "TP": 361.46666666666664, + "n_pred": 627.8, + "n_ref": 859.4 + }, + "14": { + "Dice": 0.30558824112042154, + "FN": 145.46666666666667, + "FP": 93.0, + "IoU": 0.2821069879377062, + "TN": 214595.46666666667, + "TP": 1285.5333333333333, + "n_pred": 1378.5333333333333, + "n_ref": 1431.0 + }, + "15": { + "Dice": 0.3966839699387929, + "FN": 9.5, + "FP": 509.6333333333333, + "IoU": 0.24741470957765535, + "TN": 215429.66666666666, + "TP": 170.66666666666666, + "n_pred": 680.3, + "n_ref": 180.16666666666666 + }, + "2": { + "Dice": 0.27264601853889153, + "FN": 639.5, + "FP": 1213.8333333333333, + "IoU": 0.23174083373959575, + "TN": 213042.16666666666, + "TP": 1223.9666666666667, + "n_pred": 2437.8, + "n_ref": 1863.4666666666667 + }, + "3": { + "Dice": 0.564612889735728, + "FN": 2287.1666666666665, + "FP": 532.3, + "IoU": 0.5128262354464164, + "TN": 208085.76666666666, + "TP": 5214.233333333334, + "n_pred": 5746.533333333334, + "n_ref": 7501.4 + }, + "4": { + "Dice": 0.6322888663337237, + "FN": 455.1666666666667, + "FP": 62.666666666666664, + "IoU": 0.5285095110044796, + "TN": 214863.26666666666, + "TP": 738.3666666666667, + "n_pred": 801.0333333333333, + "n_ref": 1193.5333333333333 + }, + "5": { + "Dice": 0.2300448954086253, + "FN": 158.0, + "FP": 41.4, + "IoU": 0.17881025249351098, + "TN": 215725.13333333333, + "TP": 194.93333333333334, + "n_pred": 236.33333333333334, + "n_ref": 352.93333333333334 + }, + "6": { + "Dice": 0.6773940468983337, + "FN": 2445.766666666667, + "FP": 2210.1666666666665, + "IoU": 0.6026538350889694, + "TN": 194637.0, + "TP": 16826.533333333333, + "n_pred": 19036.7, + "n_ref": 19272.3 + }, + "7": { + "Dice": 0.5707913897496506, + "FN": 2172.0, + "FP": 1558.7666666666667, + "IoU": 0.49442342090619246, + "TN": 205479.66666666666, + "TP": 6909.033333333334, + "n_pred": 8467.8, + "n_ref": 9081.033333333333 + }, + "8": { + "Dice": 0.9340652556937494, + "FN": 135.6, + "FP": 229.26666666666668, + "IoU": 0.8790696952823476, + "TN": 212695.9, + "TP": 3058.7, + "n_pred": 3287.9666666666667, + "n_ref": 3194.3 + }, + "9": { + "Dice": 0.6439362798316631, + "FN": 761.5, + "FP": 131.46666666666667, + "IoU": 0.5291460306426125, + "TN": 213928.63333333333, + "TP": 1297.8666666666666, + "n_pred": 1429.3333333333333, + "n_ref": 2059.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.911812417047633, + "FN": 901, + "FP": 295, + "IoU": 0.8379184171296924, + "TN": 167853, + "TP": 6183, + "n_pred": 6478, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 19257, + "IoU": 0.0, + "TN": 155975, + "TP": 0, + "n_pred": 19257, + "n_ref": 0 + }, + "3": { + "Dice": 0.720823570084124, + "FN": 35076, + "FP": 1263, + "IoU": 0.5635059818382742, + "TN": 91980, + "TP": 46913, + "n_pred": 48176, + "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": 250, + "IoU": 0.0, + "TN": 174982, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8126239082676955, + "FN": 2812, + "FP": 685, + "IoU": 0.6843862815884476, + "TN": 164152, + "TP": 7583, + "n_pred": 8268, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693311496196112, + "FN": 3479, + "FP": 1165, + "IoU": 0.9404874798164903, + "TN": 97198, + "TP": 73390, + "n_pred": 74555, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1025, + "IoU": 0.0, + "TN": 174207, + "TP": 0, + "n_pred": 1025, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 477, + "IoU": 0.0, + "TN": 174755, + "TP": 0, + "n_pred": 477, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.9738114340965665, + "FN": 1549, + "FP": 997, + "IoU": 0.9489595445250791, + "TN": 125350, + "TP": 47336, + "n_pred": 48333, + "n_ref": 48885 + }, + "7": { + "Dice": 0.23822714681440443, + "FN": 794, + "FP": 31, + "IoU": 0.13522012578616352, + "TN": 174278, + "TP": 129, + "n_pred": 160, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.693772323226898, + "FN": 10380, + "FP": 1023, + "IoU": 0.5311266447368421, + "TN": 150912, + "TP": 12917, + "n_pred": 13940, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.912284129365384, + "FN": 264, + "FP": 12307, + "IoU": 0.8387154715625521, + "TN": 97289, + "TP": 65372, + "n_pred": 77679, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8021680216802168, + "FN": 38, + "FP": 108, + "IoU": 0.669683257918552, + "TN": 350022, + "TP": 296, + "n_pred": 404, + "n_ref": 334 + }, + "10": { + "Dice": 0.8111849770406415, + "FN": 1899, + "FP": 856, + "IoU": 0.6823475152772973, + "TN": 341791, + "TP": 5918, + "n_pred": 6774, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.026255995960616008, + "FN": 3857, + "FP": 0, + "IoU": 0.01330263494499872, + "TN": 346555, + "TP": 52, + "n_pred": 52, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 217, + "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": 2029, + "IoU": 0.0, + "TN": 348435, + "TP": 0, + "n_pred": 2029, + "n_ref": 0 + }, + "3": { + "Dice": 0.8461326727222681, + "FN": 3160, + "FP": 194, + "IoU": 0.7333015267175572, + "TN": 337888, + "TP": 9222, + "n_pred": 9416, + "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": 439, + "IoU": 0.0, + "TN": 350025, + "TP": 0, + "n_pred": 439, + "n_ref": 0 + }, + "6": { + "Dice": 0.8327790973871734, + "FN": 268, + "FP": 436, + "IoU": 0.7134717134717135, + "TN": 348007, + "TP": 1753, + "n_pred": 2189, + "n_ref": 2021 + }, + "7": { + "Dice": 0.92303564241313, + "FN": 543, + "FP": 1178, + "IoU": 0.8570716717880574, + "TN": 338423, + "TP": 10320, + "n_pred": 11498, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9096478982472468, + "FN": 19, + "FP": 2311, + "IoU": 0.8342698627213885, + "TN": 336405, + "TP": 11729, + "n_pred": 14040, + "n_ref": 11748 + }, + "9": { + "Dice": 0.5973482205163991, + "FN": 566, + "FP": 11, + "IoU": 0.42587064676616915, + "TN": 349459, + "TP": 428, + "n_pred": 439, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8894117647058823, + "FN": 40, + "FP": 7, + "IoU": 0.8008474576271186, + "TN": 350228, + "TP": 189, + "n_pred": 196, + "n_ref": 229 + }, + "10": { + "Dice": 0.3507425457615411, + "FN": 14623, + "FP": 2296, + "IoU": 0.21266694587928708, + "TN": 328975, + "TP": 4570, + "n_pred": 6866, + "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": 133, + "IoU": 0.0, + "TN": 350331, + "TP": 0, + "n_pred": 133, + "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": 0.9534959989505444, + "FN": 1181, + "FP": 237, + "IoU": 0.9111250391726732, + "TN": 334509, + "TP": 14537, + "n_pred": 14774, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7934377330350485, + "FN": 1558, + "FP": 104, + "IoU": 0.657601977750309, + "TN": 345610, + "TP": 3192, + "n_pred": 3296, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9002623753716984, + "FN": 464, + "FP": 16642, + "IoU": 0.8186155999491029, + "TN": 256156, + "TP": 77202, + "n_pred": 93844, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9638172772501131, + "FN": 1562, + "FP": 1318, + "IoU": 0.9301615015277171, + "TN": 309226, + "TP": 38358, + "n_pred": 39676, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9683632318175497, + "FN": 773, + "FP": 137, + "IoU": 0.9386668463975197, + "TN": 335627, + "TP": 13927, + "n_pred": 14064, + "n_ref": 14700 + }, + "9": { + "Dice": 0.5809244518921939, + "FN": 14997, + "FP": 8, + "IoU": 0.4093682345994883, + "TN": 325059, + "TP": 10400, + "n_pred": 10408, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499857102029151, + "FN": 341, + "FP": 184, + "IoU": 0.904735982580294, + "TN": 169721, + "TP": 4986, + "n_pred": 5170, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07397759833289919, + "FN": 3555, + "FP": 0, + "IoU": 0.03840952123343251, + "TN": 346767, + "TP": 142, + "n_pred": 142, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 350278, + "TP": 0, + "n_pred": 186, + "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": 0.3881583798264802, + "FN": 44437, + "FP": 5351, + "IoU": 0.24081669995882954, + "TN": 284883, + "TP": 15793, + "n_pred": 21144, + "n_ref": 60230 + }, + "7": { + "Dice": 0.6333789623811196, + "FN": 11614, + "FP": 39541, + "IoU": 0.4634634949603012, + "TN": 255121, + "TP": 44188, + "n_pred": 83729, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.14185814185814186, + "FN": 37, + "FP": 822, + "IoU": 0.07634408602150537, + "TN": 174302, + "TP": 71, + "n_pred": 893, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9540265350200555, + "FN": 19, + "FP": 130, + "IoU": 0.912094395280236, + "TN": 173537, + "TP": 1546, + "n_pred": 1676, + "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": 0.9765956059717061, + "FN": 230, + "FP": 129, + "IoU": 0.954261689387183, + "TN": 167383, + "TP": 7490, + "n_pred": 7619, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3597, + "IoU": 0.0, + "TN": 171635, + "TP": 0, + "n_pred": 3597, + "n_ref": 0 + }, + "3": { + "Dice": 0.00823045267489712, + "FN": 4097, + "FP": 0, + "IoU": 0.004132231404958678, + "TN": 171118, + "TP": 17, + "n_pred": 17, + "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": 0.9539645729511028, + "FN": 592, + "FP": 341, + "IoU": 0.9119811320754717, + "TN": 164632, + "TP": 9667, + "n_pred": 10008, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1656, + "IoU": 0.0, + "TN": 173576, + "TP": 0, + "n_pred": 1656, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7660714041727582, + "FN": 16683, + "FP": 438, + "IoU": 0.620839331192559, + "TN": 130077, + "TP": 28034, + "n_pred": 28472, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6484, + "IoU": 0.0, + "TN": 168748, + "TP": 0, + "n_pred": 6484, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8771238549378843, + "FN": 9592, + "FP": 200, + "IoU": 0.7811403410741825, + "TN": 130491, + "TP": 34949, + "n_pred": 35149, + "n_ref": 44541 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8494247123561781, + "FN": 205, + "FP": 96, + "IoU": 0.7382608695652174, + "TN": 174082, + "TP": 849, + "n_pred": 945, + "n_ref": 1054 + }, + "10": { + "Dice": 0.6574470689022152, + "FN": 2386, + "FP": 413, + "IoU": 0.48969917958067455, + "TN": 169747, + "TP": 2686, + "n_pred": 3099, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34838709677419355, + "FN": 194, + "FP": 8, + "IoU": 0.2109375, + "TN": 174976, + "TP": 54, + "n_pred": 62, + "n_ref": 248 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "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": 10996, + "IoU": 0.0, + "TN": 164236, + "TP": 0, + "n_pred": 10996, + "n_ref": 0 + }, + "3": { + "Dice": 0.8285240464344942, + "FN": 23709, + "FP": 2141, + "IoU": 0.7072480181200453, + "TN": 86932, + "TP": 62450, + "n_pred": 64591, + "n_ref": 86159 + }, + "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": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.08535370308867486, + "FN": 5505, + "FP": 3, + "IoU": 0.04457935819601041, + "TN": 169467, + "TP": 257, + "n_pred": 260, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502024158246388, + "FN": 1735, + "FP": 2804, + "IoU": 0.905129169801856, + "TN": 127388, + "TP": 43305, + "n_pred": 46109, + "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": 207, + "IoU": 0.0, + "TN": 175025, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9397924308102701, + "FN": 158, + "FP": 5620, + "IoU": 0.8864230534861322, + "TN": 299591, + "TP": 45095, + "n_pred": 50715, + "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": 0.9167647233612647, + "FN": 4364, + "FP": 2639, + "IoU": 0.8463209638131186, + "TN": 304895, + "TP": 38566, + "n_pred": 41205, + "n_ref": 42930 + }, + "15": { + "Dice": 0.3966839699387929, + "FN": 285, + "FP": 15289, + "IoU": 0.24741470957765535, + "TN": 329770, + "TP": 5120, + "n_pred": 20409, + "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": 2991, + "IoU": 0.0, + "TN": 347473, + "TP": 0, + "n_pred": 2991, + "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": 0.9228529839883551, + "FN": 17, + "FP": 36, + "IoU": 0.8567567567567568, + "TN": 350094, + "TP": 317, + "n_pred": 353, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.5747596645530784, + "FN": 2378, + "FP": 1780, + "IoU": 0.4032721010332951, + "TN": 168264, + "TP": 2810, + "n_pred": 4590, + "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": 109, + "IoU": 0.0, + "TN": 175123, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9511261935655587, + "FN": 160, + "FP": 1309, + "IoU": 0.9068070798705831, + "TN": 159469, + "TP": 14294, + "n_pred": 15603, + "n_ref": 14454 + }, + "9": { + "Dice": 0.8624281050831649, + "FN": 240, + "FP": 645, + "IoU": 0.7581306367860071, + "TN": 171573, + "TP": 2774, + "n_pred": 3419, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.4695222405271829, + "FN": 106, + "FP": 3758, + "IoU": 0.3067814854682454, + "TN": 169658, + "TP": 1710, + "n_pred": 5468, + "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": 0.594833835705292, + "FN": 8269, + "FP": 2350, + "IoU": 0.4233192136417943, + "TN": 156818, + "TP": 7795, + "n_pred": 10145, + "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": 0.9134696163539625, + "FN": 137, + "FP": 172, + "IoU": 0.8407216494845361, + "TN": 173292, + "TP": 1631, + "n_pred": 1803, + "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": 0.459134937285185, + "FN": 24024, + "FP": 210, + "IoU": 0.29797219003476244, + "TN": 140712, + "TP": 10286, + "n_pred": 10496, + "n_ref": 34310 + }, + "8": { + "Dice": 0.8346422338568935, + "FN": 32, + "FP": 726, + "IoU": 0.7162111568700861, + "TN": 172561, + "TP": 1913, + "n_pred": 2639, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9042265966324677, + "FN": 548, + "FP": 1403, + "IoU": 0.8251948750111997, + "TN": 164071, + "TP": 9210, + "n_pred": 10613, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 174688, + "TP": 0, + "n_pred": 544, + "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": 0.0989033726463894, + "FN": 4291, + "FP": 64, + "IoU": 0.05202437962559861, + "TN": 170638, + "TP": 239, + "n_pred": 303, + "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": 0.8698047070605909, + "FN": 2502, + "FP": 98, + "IoU": 0.7696056712450156, + "TN": 163947, + "TP": 8685, + "n_pred": 8783, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2140, + "IoU": 0.0, + "TN": 173092, + "TP": 0, + "n_pred": 2140, + "n_ref": 0 + }, + "4": { + "Dice": 0.1092896174863388, + "FN": 326, + "FP": 0, + "IoU": 0.057803468208092484, + "TN": 174886, + "TP": 20, + "n_pred": 20, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9200727168739915, + "FN": 6361, + "FP": 5378, + "IoU": 0.8519765462455079, + "TN": 95927, + "TP": 67566, + "n_pred": 72944, + "n_ref": 73927 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8195608912667602, + "FN": 4270, + "FP": 1261, + "IoU": 0.6942847667477338, + "TN": 157140, + "TP": 12561, + "n_pred": 13822, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.3757439955185211, + "FN": 626, + "FP": 8289, + "IoU": 0.23133298844628383, + "TN": 338866, + "TP": 2683, + "n_pred": 10972, + "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": 0.9763427109974424, + "FN": 1341, + "FP": 3395, + "IoU": 0.9537788881948782, + "TN": 248000, + "TP": 97728, + "n_pred": 101123, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9610346972629251, + "FN": 2877, + "FP": 1633, + "IoU": 0.9249921000548839, + "TN": 290337, + "TP": 55617, + "n_pred": 57250, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.743065693430657, + "FN": 2224, + "FP": 240, + "IoU": 0.5911730545876888, + "TN": 344437, + "TP": 3563, + "n_pred": 3803, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.6874954269408063, + "FN": 3069, + "FP": 1202, + "IoU": 0.5238042145166685, + "TN": 166263, + "TP": 4698, + "n_pred": 5900, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7666098807495741, + "FN": 1434, + "FP": 1169, + "IoU": 0.6215469613259669, + "TN": 168354, + "TP": 4275, + "n_pred": 5444, + "n_ref": 5709 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9323270440251572, + "FN": 534, + "FP": 4, + "IoU": 0.8732327992459944, + "TN": 170988, + "TP": 3706, + "n_pred": 3710, + "n_ref": 4240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3762349066959385, + "FN": 1832, + "FP": 2714, + "IoU": 0.23170525604191314, + "TN": 169315, + "TP": 1371, + "n_pred": 4085, + "n_ref": 3203 + }, + "7": { + "Dice": 0.8395117202126863, + "FN": 3963, + "FP": 323, + "IoU": 0.7234124935467218, + "TN": 159736, + "TP": 11210, + "n_pred": 11533, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9405968310844858, + "FN": 1841, + "FP": 1342, + "IoU": 0.8878554064052425, + "TN": 146849, + "TP": 25200, + "n_pred": 26542, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712625178826896, + "FN": 560, + "FP": 2654, + "IoU": 0.9441305821614199, + "TN": 292937, + "TP": 54313, + "n_pred": 56967, + "n_ref": 54873 + }, + "10": { + "Dice": 0.5046728971962616, + "FN": 365, + "FP": 6, + "IoU": 0.3375, + "TN": 349904, + "TP": 189, + "n_pred": 195, + "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": 3375, + "IoU": 0.0, + "TN": 347089, + "TP": 0, + "n_pred": 3375, + "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": 0.9671814671814671, + "FN": 839, + "FP": 385, + "IoU": 0.9364485981308411, + "TN": 331204, + "TP": 18036, + "n_pred": 18421, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5868316394167035, + "FN": 3174, + "FP": 566, + "IoU": 0.4152595372107567, + "TN": 344068, + "TP": 2656, + "n_pred": 3222, + "n_ref": 5830 + }, + "6": { + "Dice": 0.6797218545061701, + "FN": 3786, + "FP": 17263, + "IoU": 0.5148323153163535, + "TN": 307079, + "TP": 22336, + "n_pred": 39599, + "n_ref": 26122 + }, + "7": { + "Dice": 0.8231496062992126, + "FN": 14261, + "FP": 1461, + "IoU": 0.6994513582229359, + "TN": 298153, + "TP": 36589, + "n_pred": 38050, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9375854780554519, + "FN": 421, + "FP": 583, + "IoU": 0.8825043885313049, + "TN": 341919, + "TP": 7541, + "n_pred": 8124, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 893.9422222222222, + "FP": 628.1355555555555, + "IoU": NaN, + "TN": 212141.1288888889, + "TP": 2456.2599999999998, + "n_pred": 3084.395555555556, + "n_ref": 3350.202222222222 + }, + "mean": { + "1": { + "Dice": 0.5525360801617039, + "FN": 370.1666666666667, + "FP": 87.66666666666667, + "IoU": 0.48342883055384245, + "TN": 213302.7, + "TP": 2358.9333333333334, + "n_pred": 2446.6, + "n_ref": 2729.1 + }, + "10": { + "Dice": 0.5676876159533171, + "FN": 692.1666666666666, + "FP": 530.2, + "IoU": 0.4451162917934993, + "TN": 213302.6, + "TP": 1594.5, + "n_pred": 2124.7, + "n_ref": 2286.6666666666665 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 216119.46666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.12124002034137718, + "FN": 392.3666666666667, + "FP": 6.6, + "IoU": 0.07038623739161906, + "TN": 215676.03333333333, + "TP": 44.46666666666667, + "n_pred": 51.06666666666667, + "n_ref": 436.8333333333333 + }, + "13": { + "Dice": 0.22354823667174417, + "FN": 904.1, + "FP": 922.7666666666667, + "IoU": 0.14353054076351596, + "TN": 213805.6, + "TP": 487.0, + "n_pred": 1409.7666666666667, + "n_ref": 1391.1 + }, + "14": { + "Dice": 0.611703192226187, + "FN": 2852.5333333333333, + "FP": 1549.2, + "IoU": 0.5115019033600061, + "TN": 207596.76666666666, + "TP": 4120.966666666666, + "n_pred": 5670.166666666667, + "n_ref": 6973.5 + }, + "15": { + "Dice": 0.11144900640765805, + "FN": 1119.3333333333333, + "FP": 203.83333333333334, + "IoU": 0.059224127124901306, + "TN": 214706.83333333334, + "TP": 89.46666666666667, + "n_pred": 293.3, + "n_ref": 1208.8 + }, + "2": { + "Dice": 0.3422840539661148, + "FN": 3831.2, + "FP": 461.26666666666665, + "IoU": 0.2639919690410962, + "TN": 208557.16666666666, + "TP": 3269.8333333333335, + "n_pred": 3731.1, + "n_ref": 7101.033333333334 + }, + "3": { + "Dice": 0.35760474591570485, + "FN": 176.2, + "FP": 3622.133333333333, + "IoU": 0.33170745218744324, + "TN": 210829.6, + "TP": 1491.5333333333333, + "n_pred": 5113.666666666667, + "n_ref": 1667.7333333333333 + }, + "4": { + "Dice": 0.5212084927537105, + "FN": 225.53333333333333, + "FP": 195.86666666666667, + "IoU": 0.46260492068739706, + "TN": 214924.7, + "TP": 773.3666666666667, + "n_pred": 969.2333333333333, + "n_ref": 998.9 + }, + "5": { + "Dice": 0.6509261674928255, + "FN": 53.96666666666667, + "FP": 35.233333333333334, + "IoU": 0.4824985496035583, + "TN": 215947.1, + "TP": 83.16666666666667, + "n_pred": 118.4, + "n_ref": 137.13333333333333 + }, + "6": { + "Dice": 0.6024335285730578, + "FN": 456.0, + "FP": 802.5333333333333, + "IoU": 0.5491974029871083, + "TN": 199406.0, + "TP": 15454.933333333332, + "n_pred": 16257.466666666667, + "n_ref": 15910.933333333332 + }, + "7": { + "Dice": 0.38812593226470943, + "FN": 2141.133333333333, + "FP": 807.3333333333334, + "IoU": 0.33918871743212503, + "TN": 208472.3, + "TP": 4698.7, + "n_pred": 5506.033333333334, + "n_ref": 6839.833333333333 + }, + "8": { + "Dice": 0.9314506555174145, + "FN": 93.06666666666666, + "FP": 176.0, + "IoU": 0.8719678957383006, + "TN": 214016.53333333333, + "TP": 1833.8666666666666, + "n_pred": 2009.8666666666666, + "n_ref": 1926.9333333333334 + }, + "9": { + "Dice": 0.5914298081869693, + "FN": 101.36666666666666, + "FP": 21.4, + "IoU": 0.5322789357905504, + "TN": 215453.53333333333, + "TP": 543.1666666666666, + "n_pred": 564.5666666666667, + "n_ref": 644.5333333333333 + } + }, + "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": 0.7447973713033954, + "FN": 206, + "FP": 27, + "IoU": 0.5933682373472949, + "TN": 174659, + "TP": 340, + "n_pred": 367, + "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": 0.35142505277973257, + "FN": 2026, + "FP": 12720, + "IoU": 0.21316898778080146, + "TN": 156491, + "TP": 3995, + "n_pred": 16715, + "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": 0.8744981780001235, + "FN": 7109, + "FP": 1019, + "IoU": 0.7769851286835318, + "TN": 138786, + "TP": 28318, + "n_pred": 29337, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6304, + "IoU": 0.0, + "TN": 168928, + "TP": 0, + "n_pred": 6304, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549113917539032, + "FN": 1016, + "FP": 737, + "IoU": 0.9137133293955503, + "TN": 154916, + "TP": 18563, + "n_pred": 19300, + "n_ref": 19579 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2728, + "IoU": 0.0, + "TN": 172504, + "TP": 0, + "n_pred": 2728, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.8658699750653773, + "FN": 7115, + "FP": 10529, + "IoU": 0.7634662305279245, + "TN": 100638, + "TP": 56950, + "n_pred": 67479, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.42923293738675256, + "FN": 7655, + "FP": 850, + "IoU": 0.27326326582927457, + "TN": 163529, + "TP": 3198, + "n_pred": 4048, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15532522157127834, + "FN": 5623, + "FP": 0, + "IoU": 0.08420195439739414, + "TN": 169092, + "TP": 517, + "n_pred": 517, + "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": 643, + "IoU": 0.0, + "TN": 174589, + "TP": 0, + "n_pred": 643, + "n_ref": 0 + }, + "3": { + "Dice": 0.9276669224865695, + "FN": 1043, + "FP": 1219, + "IoU": 0.865092145285382, + "TN": 158465, + "TP": 14505, + "n_pred": 15724, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 406, + "IoU": 0.0, + "TN": 174826, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "7": { + "Dice": 0.8349890336730744, + "FN": 4601, + "FP": 5631, + "IoU": 0.7167220376522702, + "TN": 139112, + "TP": 25888, + "n_pred": 31519, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9286690586024261, + "FN": 231, + "FP": 1439, + "IoU": 0.8668367753767642, + "TN": 162691, + "TP": 10871, + "n_pred": 12310, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.802672147995889, + "FN": 239, + "FP": 145, + "IoU": 0.6703862660944206, + "TN": 349299, + "TP": 781, + "n_pred": 926, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7660267597440372, + "FN": 1920, + "FP": 2102, + "IoU": 0.6207806901753724, + "TN": 339858, + "TP": 6584, + "n_pred": 8686, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3296348597942304, + "FN": 3127, + "FP": 196, + "IoU": 0.19734299516908213, + "TN": 346324, + "TP": 817, + "n_pred": 1013, + "n_ref": 3944 + }, + "13": { + "Dice": 0.46038886770873044, + "FN": 1309, + "FP": 5768, + "IoU": 0.2990293185419968, + "TN": 340368, + "TP": 3019, + "n_pred": 8787, + "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": 4110, + "IoU": 0.0, + "TN": 346354, + "TP": 0, + "n_pred": 4110, + "n_ref": 0 + }, + "3": { + "Dice": 0.9017449262338051, + "FN": 3728, + "FP": 1520, + "IoU": 0.8210705762018411, + "TN": 321134, + "TP": 24082, + "n_pred": 25602, + "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": 0.3125, + "FN": 88, + "FP": 0, + "IoU": 0.18518518518518517, + "TN": 350356, + "TP": 20, + "n_pred": 20, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9415452701456758, + "FN": 661, + "FP": 290, + "IoU": 0.8895470383275261, + "TN": 341854, + "TP": 7659, + "n_pred": 7949, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 174756, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8313210227272727, + "FN": 949, + "FP": 1, + "IoU": 0.7113339410513522, + "TN": 171941, + "TP": 2341, + "n_pred": 2342, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.8251627446436471, + "FN": 3202, + "FP": 5097, + "IoU": 0.7023634472617724, + "TN": 322581, + "TP": 19584, + "n_pred": 24681, + "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": 0.0634970778707945, + "FN": 3939, + "FP": 1990, + "IoU": 0.03278955954323002, + "TN": 344334, + "TP": 201, + "n_pred": 2191, + "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": 0.977573252032879, + "FN": 1003, + "FP": 4080, + "IoU": 0.9561303574819188, + "TN": 234598, + "TP": 110783, + "n_pred": 114863, + "n_ref": 111786 + }, + "7": { + "Dice": 0.8789011327733682, + "FN": 6272, + "FP": 14, + "IoU": 0.7839639825411554, + "TN": 321367, + "TP": 22811, + "n_pred": 22825, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.4423979456300363, + "FN": 5633, + "FP": 664, + "IoU": 0.28402501421262083, + "TN": 166437, + "TP": 2498, + "n_pred": 3162, + "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": 0.7323288239975089, + "FN": 25645, + "FP": 5301, + "IoU": 0.5776962021861652, + "TN": 101953, + "TP": 42333, + "n_pred": 47634, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19588, + "IoU": 0.0, + "TN": 155644, + "TP": 0, + "n_pred": 19588, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9054996127033308, + "FN": 214, + "FP": 30, + "IoU": 0.8273177636234961, + "TN": 173819, + "TP": 1169, + "n_pred": 1199, + "n_ref": 1383 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2450, + "IoU": 0.0, + "TN": 172782, + "TP": 0, + "n_pred": 2450, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8579285059578369, + "FN": 897, + "FP": 33, + "IoU": 0.7512038523274478, + "TN": 171494, + "TP": 2808, + "n_pred": 2841, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1338, + "IoU": 0.0, + "TN": 173894, + "TP": 0, + "n_pred": 1338, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4535, + "IoU": 0.0, + "TN": 170697, + "TP": 0, + "n_pred": 4535, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.8632281241981011, + "FN": 873, + "FP": 1259, + "IoU": 0.7593679458239277, + "TN": 166372, + "TP": 6728, + "n_pred": 7987, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9906224727286197, + "FN": 1499, + "FP": 1539, + "IoU": 0.9814191875328743, + "TN": 11730, + "TP": 160464, + "n_pred": 162003, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.03777569216330361, + "FN": 65616, + "FP": 0, + "IoU": 0.019251464785364103, + "TN": 283560, + "TP": 1288, + "n_pred": 1288, + "n_ref": 66904 + }, + "15": { + "Dice": 0.09027399296437597, + "FN": 14832, + "FP": 3529, + "IoU": 0.047270651722706516, + "TN": 331192, + "TP": 911, + "n_pred": 4440, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 174957, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1649, + "IoU": 0.0, + "TN": 173583, + "TP": 0, + "n_pred": 1649, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.43652045860944566, + "FN": 36508, + "FP": 991, + "IoU": 0.2791980624327234, + "TN": 123208, + "TP": 14525, + "n_pred": 15516, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37188, + "IoU": 0.0, + "TN": 138044, + "TP": 0, + "n_pred": 37188, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9000566786321557, + "FN": 498, + "FP": 31, + "IoU": 0.818275506698729, + "TN": 172321, + "TP": 2382, + "n_pred": 2413, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7144251365704652, + "FN": 9228, + "FP": 35834, + "IoU": 0.5557242576014513, + "TN": 73804, + "TP": 56366, + "n_pred": 92200, + "n_ref": 65594 + }, + "15": { + "Dice": 0.09520571234274057, + "FN": 75, + "FP": 2586, + "IoU": 0.04998214923241699, + "TN": 172431, + "TP": 140, + "n_pred": 2726, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8966764050794018, + "FN": 7102, + "FP": 42, + "IoU": 0.8127048213302572, + "TN": 312321, + "TP": 30999, + "n_pred": 31041, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5376, + "IoU": 0.0, + "TN": 345088, + "TP": 0, + "n_pred": 5376, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537942664418212, + "FN": 100, + "FP": 37, + "IoU": 0.9116698903932946, + "TN": 173681, + "TP": 1414, + "n_pred": 1451, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.9295139280478177, + "FN": 392, + "FP": 233, + "IoU": 0.8683101559207754, + "TN": 170486, + "TP": 4121, + "n_pred": 4354, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715579532907518, + "FN": 516, + "FP": 5589, + "IoU": 0.9446890628397477, + "TN": 64856, + "TP": 104271, + "n_pred": 109860, + "n_ref": 104787 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 174840, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 4082, + "IoU": 0.0, + "TN": 171150, + "TP": 0, + "n_pred": 4082, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8480817199192303, + "FN": 28, + "FP": 1251, + "IoU": 0.7362342751082698, + "TN": 170383, + "TP": 3570, + "n_pred": 4821, + "n_ref": 3598 + }, + "7": { + "Dice": 0.8529697049600241, + "FN": 15345, + "FP": 268, + "IoU": 0.7436331094727509, + "TN": 114331, + "TP": 45288, + "n_pred": 45556, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 350307, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 0, + "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": 0.12933025404157045, + "FN": 9638, + "FP": 918, + "IoU": 0.0691358024691358, + "TN": 339124, + "TP": 784, + "n_pred": 1702, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8287419651056015, + "FN": 3617, + "FP": 113, + "IoU": 0.7075656605252842, + "TN": 337709, + "TP": 9025, + "n_pred": 9138, + "n_ref": 12642 + }, + "15": { + "Dice": 0.1488673139158576, + "FN": 18673, + "FP": 0, + "IoU": 0.08041958041958042, + "TN": 330158, + "TP": 1633, + "n_pred": 1633, + "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": 0.8133004115226338, + "FN": 5501, + "FP": 170, + "IoU": 0.6853465016922821, + "TN": 332441, + "TP": 12352, + "n_pred": 12522, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9466251996301589, + "FN": 3170, + "FP": 640, + "IoU": 0.8986594318544526, + "TN": 312868, + "TP": 33786, + "n_pred": 34426, + "n_ref": 36956 + }, + "7": { + "Dice": 0.12313084112149533, + "FN": 2504, + "FP": 5002, + "IoU": 0.06560438192456118, + "TN": 342431, + "TP": 527, + "n_pred": 5529, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 175100, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9075506884101099, + "FN": 4372, + "FP": 288, + "IoU": 0.830748556277921, + "TN": 147699, + "TP": 22873, + "n_pred": 23161, + "n_ref": 27245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 174920, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7621824239900041, + "FN": 0, + "FP": 1142, + "IoU": 0.6157469717362046, + "TN": 172260, + "TP": 1830, + "n_pred": 2972, + "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": 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": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6509261674928255, + "FN": 1619, + "FP": 1057, + "IoU": 0.4824985496035583, + "TN": 170061, + "TP": 2495, + "n_pred": 3552, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "7": { + "Dice": 0.9414907827945498, + "FN": 1041, + "FP": 492, + "IoU": 0.889449772841999, + "TN": 161365, + "TP": 12334, + "n_pred": 12826, + "n_ref": 13375 + }, + "8": { + "Dice": 0.944079810974009, + "FN": 398, + "FP": 2158, + "IoU": 0.8940825459970164, + "TN": 151100, + "TP": 21576, + "n_pred": 23734, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9491344589368115, + "FN": 3472, + "FP": 342, + "IoU": 0.90319305548505, + "TN": 311066, + "TP": 35584, + "n_pred": 35926, + "n_ref": 39056 + }, + "10": { + "Dice": 0.4042695130086724, + "FN": 6071, + "FP": 1966, + "IoU": 0.25334448160535117, + "TN": 339700, + "TP": 2727, + "n_pred": 4693, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5648949320148331, + "FN": 4574, + "FP": 1762, + "IoU": 0.39362618432385876, + "TN": 340015, + "TP": 4113, + "n_pred": 5875, + "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": 0.3526409171557254, + "FN": 45674, + "FP": 1758, + "IoU": 0.21406438998525293, + "TN": 290113, + "TP": 12919, + "n_pred": 14677, + "n_ref": 58593 + }, + "3": { + "Dice": 0.06584433634468381, + "FN": 249, + "FP": 42767, + "IoU": 0.03404293541722806, + "TN": 305932, + "TP": 1516, + "n_pred": 44283, + "n_ref": 1765 + }, + "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": 0.6950699939135727, + "FN": 327, + "FP": 2679, + "IoU": 0.5326492537313433, + "TN": 344032, + "TP": 3426, + "n_pred": 6105, + "n_ref": 3753 + }, + "7": { + "Dice": 0.4609681505050817, + "FN": 33407, + "FP": 1491, + "IoU": 0.2995182657567242, + "TN": 300644, + "TP": 14922, + "n_pred": 16413, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9163609186030711, + "FN": 2144, + "FP": 318, + "IoU": 0.8456329550442034, + "TN": 334515, + "TP": 13487, + "n_pred": 13805, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6083650190114068, + "FN": 192, + "FP": 14, + "IoU": 0.4371584699453552, + "TN": 174866, + "TP": 160, + "n_pred": 174, + "n_ref": 352 + }, + "10": { + "Dice": 0.8043239855867147, + "FN": 1630, + "FP": 5864, + "IoU": 0.6726939203354297, + "TN": 152336, + "TP": 15402, + "n_pred": 21266, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3021, + "FP": 0, + "IoU": 0.0, + "TN": 172211, + "TP": 0, + "n_pred": 0, + "n_ref": 3021 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2212, + "IoU": 0.0, + "TN": 173020, + "TP": 0, + "n_pred": 2212, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9655817822605802, + "FN": 266, + "FP": 65, + "IoU": 0.9334539605950944, + "TN": 170258, + "TP": 4643, + "n_pred": 4708, + "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": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.953187473613629, + "FN": 1064, + "FP": 821, + "IoU": 0.9105617764281647, + "TN": 154156, + "TP": 19191, + "n_pred": 20012, + "n_ref": 20255 + }, + "8": { + "Dice": 0.911508482347547, + "FN": 1502, + "FP": 1393, + "IoU": 0.8374052232518955, + "TN": 157427, + "TP": 14910, + "n_pred": 16303, + "n_ref": 16412 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 174941, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.31386758475631843, + "FN": 1626.0800000000002, + "FP": 1032.9533333333336, + "IoU": 0.26726020037054526, + "TN": 234097.18222222224, + "TP": 2727.517777777778, + "n_pred": 3760.4711111111105, + "n_ref": 4353.597777777778 + }, + "mean": { + "1": { + "Dice": 0.41286965722193336, + "FN": 2450.4, + "FP": 1391.3333333333333, + "IoU": 0.37822453131798717, + "TN": 230890.36666666667, + "TP": 4751.633333333333, + "n_pred": 6142.966666666666, + "n_ref": 7202.033333333334 + }, + "10": { + "Dice": 0.35413576417466747, + "FN": 1219.4333333333334, + "FP": 193.7, + "IoU": 0.27059219534524337, + "TN": 237005.1, + "TP": 1065.5, + "n_pred": 1259.2, + "n_ref": 2284.9333333333334 + }, + "11": { + "Dice": 0.0, + "FN": 276.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 239207.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 276.43333333333334 + }, + "12": { + "Dice": 0.11515927322378934, + "FN": 65.56666666666666, + "FP": 46.96666666666667, + "IoU": 0.07582640006252746, + "TN": 239323.76666666666, + "TP": 47.43333333333333, + "n_pred": 94.4, + "n_ref": 113.0 + }, + "13": { + "Dice": 0.3680732585612715, + "FN": 973.2333333333333, + "FP": 703.0666666666667, + "IoU": 0.28062555802042544, + "TN": 236780.36666666667, + "TP": 1027.0666666666666, + "n_pred": 1730.1333333333334, + "n_ref": 2000.3 + }, + "14": { + "Dice": 0.4380706615829578, + "FN": 6267.066666666667, + "FP": 499.7, + "IoU": 0.35787967683940114, + "TN": 229174.0, + "TP": 3542.9666666666667, + "n_pred": 4042.6666666666665, + "n_ref": 9810.033333333333 + }, + "15": { + "Dice": 0.42396756739969843, + "FN": 1370.1333333333334, + "FP": 889.3666666666667, + "IoU": 0.369621448787009, + "TN": 235795.23333333334, + "TP": 1429.0, + "n_pred": 2318.366666666667, + "n_ref": 2799.133333333333 + }, + "2": { + "Dice": 0.3159647701708035, + "FN": 192.43333333333334, + "FP": 816.2666666666667, + "IoU": 0.30059247829350405, + "TN": 236209.7, + "TP": 2265.3333333333335, + "n_pred": 3081.6, + "n_ref": 2457.766666666667 + }, + "3": { + "Dice": 0.33008688665816166, + "FN": 1035.0666666666666, + "FP": 739.7333333333333, + "IoU": 0.3009402725964385, + "TN": 233105.23333333334, + "TP": 4603.7, + "n_pred": 5343.433333333333, + "n_ref": 5638.766666666666 + }, + "4": { + "Dice": 0.18470984492459633, + "FN": 828.3666666666667, + "FP": 81.66666666666667, + "IoU": 0.1385259040190972, + "TN": 238076.1, + "TP": 497.6, + "n_pred": 579.2666666666667, + "n_ref": 1325.9666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 466.76666666666665, + "FP": 0.36666666666666664, + "IoU": 0.0, + "TN": 239016.6, + "TP": 0.0, + "n_pred": 0.36666666666666664, + "n_ref": 466.76666666666665 + }, + "6": { + "Dice": 0.4244842920363994, + "FN": 6462.0, + "FP": 6634.466666666666, + "IoU": 0.3855534480422478, + "TN": 209963.23333333334, + "TP": 16424.033333333333, + "n_pred": 23058.5, + "n_ref": 22886.033333333333 + }, + "7": { + "Dice": 0.2908167363121528, + "FN": 799.2333333333333, + "FP": 3134.1666666666665, + "IoU": 0.24248450402055322, + "TN": 233393.7, + "TP": 2156.633333333333, + "n_pred": 5290.8, + "n_ref": 2955.866666666667 + }, + "8": { + "Dice": 0.7003652627849889, + "FN": 1503.5, + "FP": 60.36666666666667, + "IoU": 0.6202825380459553, + "TN": 236704.26666666666, + "TP": 1215.6, + "n_pred": 1275.9666666666667, + "n_ref": 2719.1 + }, + "9": { + "Dice": 0.34930979629335723, + "FN": 481.56666666666666, + "FP": 303.1333333333333, + "IoU": 0.287754050167789, + "TN": 236812.76666666666, + "TP": 1886.2666666666667, + "n_pred": 2189.4, + "n_ref": 2367.8333333333335 + } + }, + "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": 0.08695652173913043, + "FN": 7751, + "FP": 880, + "IoU": 0.045454545454545456, + "TN": 166190, + "TP": 411, + "n_pred": 1291, + "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": 0.14460761388083435, + "FN": 7276, + "FP": 1869, + "IoU": 0.07793910062512603, + "TN": 165314, + "TP": 773, + "n_pred": 2642, + "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": 0.9108151735270379, + "FN": 561, + "FP": 323, + "IoU": 0.8362356428306781, + "TN": 169834, + "TP": 4514, + "n_pred": 4837, + "n_ref": 5075 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 175077, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "4": { + "Dice": 0.04678362573099415, + "FN": 485, + "FP": 4, + "IoU": 0.023952095808383235, + "TN": 174731, + "TP": 12, + "n_pred": 16, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8202467880580461, + "FN": 13526, + "FP": 2032, + "IoU": 0.695269807070806, + "TN": 124177, + "TP": 35497, + "n_pred": 37529, + "n_ref": 49023 + }, + "7": { + "Dice": 0.011835153222965833, + "FN": 0, + "FP": 14027, + "IoU": 0.00595280277797463, + "TN": 161121, + "TP": 84, + "n_pred": 14111, + "n_ref": 84 + }, + "8": { + "Dice": 0.4444444444444444, + "FN": 60, + "FP": 45, + "IoU": 0.2857142857142857, + "TN": 175085, + "TP": 42, + "n_pred": 87, + "n_ref": 102 + }, + "9": { + "Dice": 0.9238362351569899, + "FN": 2400, + "FP": 1782, + "IoU": 0.858453206972415, + "TN": 145687, + "TP": 25363, + "n_pred": 27145, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9512544136777551, + "FN": 4110, + "FP": 1136, + "IoU": 0.9070402069710984, + "TN": 118799, + "TP": 51187, + "n_pred": 52323, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2457, + "IoU": 0.0, + "TN": 172775, + "TP": 0, + "n_pred": 2457, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623138153149163, + "FN": 3759, + "FP": 2197, + "IoU": 0.9273649678654617, + "TN": 268465, + "TP": 76043, + "n_pred": 78240, + "n_ref": 79802 + }, + "10": { + "Dice": 0.6895263961975896, + "FN": 3087, + "FP": 571, + "IoU": 0.5261658031088083, + "TN": 342744, + "TP": 4062, + "n_pred": 4633, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0582010582010582, + "FN": 174, + "FP": 182, + "IoU": 0.02997275204359673, + "TN": 350097, + "TP": 11, + "n_pred": 193, + "n_ref": 185 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "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": 0.9476556390466152, + "FN": 818, + "FP": 5340, + "IoU": 0.900518569974637, + "TN": 288563, + "TP": 55743, + "n_pred": 61083, + "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": 146, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "7": { + "Dice": 0.928390399045868, + "FN": 127, + "FP": 2755, + "IoU": 0.8663513262845484, + "TN": 328900, + "TP": 18682, + "n_pred": 21437, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.09005025125628141, + "FN": 0, + "FP": 9054, + "IoU": 0.04714796884866344, + "TN": 340962, + "TP": 448, + "n_pred": 9502, + "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": 0.9401246128963924, + "FN": 5322, + "FP": 12485, + "IoU": 0.8870142889774372, + "TN": 192860, + "TP": 139797, + "n_pred": 152282, + "n_ref": 145119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 94, + "IoU": 0.0, + "TN": 175138, + "TP": 0, + "n_pred": 94, + "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": 100, + "IoU": 0.0, + "TN": 175122, + "TP": 0, + "n_pred": 100, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6951, + "FP": 0, + "IoU": 0.0, + "TN": 168281, + "TP": 0, + "n_pred": 0, + "n_ref": 6951 + }, + "6": { + "Dice": 0.2512176871708715, + "FN": 53029, + "FP": 8, + "IoU": 0.14365292085122872, + "TN": 113298, + "TP": 8897, + "n_pred": 8905, + "n_ref": 61926 + }, + "7": { + "Dice": 0.5833110099115992, + "FN": 2367, + "FP": 10077, + "IoU": 0.41174246005483595, + "TN": 154078, + "TP": 8710, + "n_pred": 18787, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9357982673267327, + "FN": 1367, + "FP": 293, + "IoU": 0.8793429277511267, + "TN": 161474, + "TP": 12098, + "n_pred": 12391, + "n_ref": 13465 + }, + "9": { + "Dice": 0.017126546146527116, + "FN": 1033, + "FP": 0, + "IoU": 0.008637236084452975, + "TN": 174190, + "TP": 9, + "n_pred": 9, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0069.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": 577, + "FP": 13, + "IoU": 0.0, + "TN": 349874, + "TP": 0, + "n_pred": 13, + "n_ref": 577 + }, + "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": 148, + "IoU": 0.0, + "TN": 350316, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "13": { + "Dice": 0.48269328863951033, + "FN": 8365, + "FP": 5833, + "IoU": 0.3181250600326578, + "TN": 329642, + "TP": 6624, + "n_pred": 12457, + "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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "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": 0.92091321208149, + "FN": 1544, + "FP": 1352, + "IoU": 0.8534190413524321, + "TN": 330707, + "TP": 16861, + "n_pred": 18213, + "n_ref": 18405 + }, + "9": { + "Dice": 0.44639476854241955, + "FN": 1084, + "FP": 2133, + "IoU": 0.28732831191847585, + "TN": 345950, + "TP": 1297, + "n_pred": 3430, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576614198522325, + "FN": 439, + "FP": 220, + "IoU": 0.9187623274161736, + "TN": 342352, + "TP": 7453, + "n_pred": 7673, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8434389974198304, + "FN": 3225, + "FP": 173, + "IoU": 0.7292646004302445, + "TN": 337913, + "TP": 9153, + "n_pred": 9326, + "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": 0.0, + "FN": 0, + "FP": 614, + "IoU": 0.0, + "TN": 349850, + "TP": 0, + "n_pred": 614, + "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": 10282, + "IoU": 0.0, + "TN": 340182, + "TP": 0, + "n_pred": 10282, + "n_ref": 0 + }, + "3": { + "Dice": 0.86651638633605, + "FN": 17709, + "FP": 1536, + "IoU": 0.7644719128625628, + "TN": 268754, + "TP": 62465, + "n_pred": 64001, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 350146, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "10": { + "Dice": 0.7682967398536261, + "FN": 1667, + "FP": 1119, + "IoU": 0.6237677245104659, + "TN": 343059, + "TP": 4619, + "n_pred": 5738, + "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": 0.7169954476479514, + "FN": 1218, + "FP": 274, + "IoU": 0.5588409225310467, + "TN": 347082, + "TP": 1890, + "n_pred": 2164, + "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": 0.9624830180792141, + "FN": 122, + "FP": 237, + "IoU": 0.92767929089444, + "TN": 345500, + "TP": 4605, + "n_pred": 4842, + "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": 0.9262816284530752, + "FN": 4235, + "FP": 1353, + "IoU": 0.8626858336404963, + "TN": 309769, + "TP": 35107, + "n_pred": 36460, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8464730290456431, + "FN": 5, + "FP": 32, + "IoU": 0.7338129496402878, + "TN": 350325, + "TP": 102, + "n_pred": 134, + "n_ref": 107 + }, + "9": { + "Dice": 0.7965515902295056, + "FN": 1502, + "FP": 3737, + "IoU": 0.66189093255889, + "TN": 334969, + "TP": 10256, + "n_pred": 13993, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2810, + "IoU": 0.0, + "TN": 172422, + "TP": 0, + "n_pred": 2810, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.09711382553237488, + "FN": 41763, + "FP": 0, + "IoU": 0.051035015564998065, + "TN": 131223, + "TP": 2246, + "n_pred": 2246, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8749282021826537, + "FN": 907, + "FP": 835, + "IoU": 0.7776643267389917, + "TN": 167397, + "TP": 6093, + "n_pred": 6928, + "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": 0.5175953079178885, + "FN": 1653, + "FP": 979, + "IoU": 0.34915924826904055, + "TN": 171188, + "TP": 1412, + "n_pred": 2391, + "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": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "3": { + "Dice": 0.9690727053519945, + "FN": 403, + "FP": 777, + "IoU": 0.9400010169319164, + "TN": 155565, + "TP": 18487, + "n_pred": 19264, + "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": 159, + "IoU": 0.0, + "TN": 175073, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "7": { + "Dice": 0.9122823140192069, + "FN": 1061, + "FP": 4666, + "IoU": 0.8387124028387969, + "TN": 139724, + "TP": 29781, + "n_pred": 34447, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9574487982792481, + "FN": 366, + "FP": 89, + "IoU": 0.9183710082526013, + "TN": 169658, + "TP": 5119, + "n_pred": 5208, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "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": 0.40163595452932116, + "FN": 183720, + "FP": 37, + "IoU": 0.251279397623743, + "TN": 105036, + "TP": 61671, + "n_pred": 61708, + "n_ref": 245391 + }, + "15": { + "Dice": 0.0, + "FN": 32835, + "FP": 9, + "IoU": 0.0, + "TN": 317620, + "TP": 0, + "n_pred": 9, + "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": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "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": 100942, + "IoU": 0.0, + "TN": 249522, + "TP": 0, + "n_pred": 100942, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5241, + "IoU": 0.0, + "TN": 345223, + "TP": 0, + "n_pred": 5241, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.45509586276488395, + "FN": 846, + "FP": 234, + "IoU": 0.294578706727629, + "TN": 348933, + "TP": 451, + "n_pred": 685, + "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": 0.9088195791672885, + "FN": 437, + "FP": 174, + "IoU": 0.8328774617067833, + "TN": 346808, + "TP": 3045, + "n_pred": 3219, + "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": 0.9670246367656349, + "FN": 280, + "FP": 242, + "IoU": 0.9361545988258317, + "TN": 342288, + "TP": 7654, + "n_pred": 7896, + "n_ref": 7934 + }, + "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": 336, + "IoU": 0.0, + "TN": 350128, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9497871527298591, + "FN": 4374, + "FP": 5086, + "IoU": 0.9043758655197162, + "TN": 251535, + "TP": 89469, + "n_pred": 94555, + "n_ref": 93843 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1693, + "IoU": 0.0, + "TN": 348771, + "TP": 0, + "n_pred": 1693, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8828994572716401, + "FN": 4367, + "FP": 725, + "IoU": 0.7903491436100132, + "TN": 326176, + "TP": 19196, + "n_pred": 19921, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7746027507010281, + "FN": 2789, + "FP": 587, + "IoU": 0.6321237877301951, + "TN": 166055, + "TP": 5801, + "n_pred": 6388, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8975791433891993, + "FN": 324, + "FP": 611, + "IoU": 0.8141891891891891, + "TN": 170200, + "TP": 4097, + "n_pred": 4708, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650004306755864, + "FN": 2208, + "FP": 230, + "IoU": 0.9323679538393254, + "TN": 314416, + "TP": 33610, + "n_pred": 33840, + "n_ref": 35818 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 350376, + "TP": 0, + "n_pred": 88, + "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": 11684, + "IoU": 0.0, + "TN": 338780, + "TP": 0, + "n_pred": 11684, + "n_ref": 0 + }, + "3": { + "Dice": 0.18753724918879544, + "FN": 12122, + "FP": 147, + "IoU": 0.10347095359883084, + "TN": 336779, + "TP": 1416, + "n_pred": 1563, + "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": 86, + "IoU": 0.0, + "TN": 350378, + "TP": 0, + "n_pred": 86, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36879270419394494, + "FN": 66199, + "FP": 38, + "IoU": 0.22608573731992007, + "TN": 264877, + "TP": 19350, + "n_pred": 19388, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 350373, + "TP": 0, + "n_pred": 91, + "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": 0.1531809759110562, + "FN": 4112, + "FP": 1, + "IoU": 0.08294314381270904, + "TN": 345979, + "TP": 372, + "n_pred": 373, + "n_ref": 4484 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 510, + "IoU": 0.0, + "TN": 349954, + "TP": 0, + "n_pred": 510, + "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": 230, + "IoU": 0.0, + "TN": 350234, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 649, + "IoU": 0.0, + "TN": 349815, + "TP": 0, + "n_pred": 649, + "n_ref": 0 + }, + "4": { + "Dice": 0.26411579805192287, + "FN": 18875, + "FP": 88, + "IoU": 0.15215058571045337, + "TN": 328098, + "TP": 3403, + "n_pred": 3491, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.11012974831952478, + "FN": 108959, + "FP": 27661, + "IoU": 0.058273708590098845, + "TN": 205390, + "TP": 8454, + "n_pred": 36115, + "n_ref": 117413 + }, + "7": { + "Dice": 0.0023088373788619863, + "FN": 2085, + "FP": 30756, + "IoU": 0.0011557529121931933, + "TN": 317585, + "TP": 38, + "n_pred": 30794, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 347136, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28381, + "IoU": 0.0, + "TN": 146851, + "TP": 0, + "n_pred": 28381, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14412, + "IoU": 0.0, + "TN": 160820, + "TP": 0, + "n_pred": 14412, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 175028, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6544, + "IoU": 0.0, + "TN": 168688, + "TP": 0, + "n_pred": 6544, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 31601, + "IoU": 0.0, + "TN": 143631, + "TP": 0, + "n_pred": 31601, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19036, + "IoU": 0.0, + "TN": 156196, + "TP": 0, + "n_pred": 19036, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.9240643514281586, + "FN": 1503, + "FP": 4803, + "IoU": 0.858847229994404, + "TN": 305789, + "TP": 38369, + "n_pred": 43172, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7982911262095944, + "FN": 7945, + "FP": 11649, + "IoU": 0.6642966059588467, + "TN": 292097, + "TP": 38773, + "n_pred": 50422, + "n_ref": 46718 + }, + "2": { + "Dice": 0.0, + "FN": 524, + "FP": 0, + "IoU": 0.0, + "TN": 349940, + "TP": 0, + "n_pred": 0, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4587, + "IoU": 0.0, + "TN": 345877, + "TP": 0, + "n_pred": 4587, + "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": 122, + "IoU": 0.0, + "TN": 350342, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.506993006993007, + "FN": 595, + "FP": 251, + "IoU": 0.3395784543325527, + "TN": 349183, + "TP": 435, + "n_pred": 686, + "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": 0.6522657303513727, + "FN": 1958, + "FP": 11709, + "IoU": 0.48397205965640927, + "TN": 323979, + "TP": 12818, + "n_pred": 24527, + "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": 0.14992412746585737, + "FN": 2461, + "FP": 340, + "IoU": 0.08103674540682415, + "TN": 347416, + "TP": 247, + "n_pred": 587, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642979159549027, + "FN": 2054, + "FP": 4216, + "IoU": 0.9310572323932047, + "TN": 259519, + "TP": 84675, + "n_pred": 88891, + "n_ref": 86729 + }, + "7": { + "Dice": 0.7636409353784259, + "FN": 349, + "FP": 1531, + "IoU": 0.6176530404718324, + "TN": 345547, + "TP": 3037, + "n_pred": 4568, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.42628936558649017, + "FN": 709, + "FP": 548, + "IoU": 0.2708816705336427, + "TN": 348740, + "TP": 467, + "n_pred": 1015, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 723, + "IoU": 0.0, + "TN": 174509, + "TP": 0, + "n_pred": 723, + "n_ref": 0 + }, + "10": { + "Dice": 0.7982076880748369, + "FN": 381, + "FP": 2186, + "IoU": 0.6641810570381999, + "TN": 167588, + "TP": 5077, + "n_pred": 7263, + "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": 0.6221699500147015, + "FN": 5831, + "FP": 594, + "IoU": 0.451557831839522, + "TN": 163517, + "TP": 5290, + "n_pred": 5884, + "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": 0.8321453632233999, + "FN": 2870, + "FP": 1675, + "IoU": 0.7125419012080197, + "TN": 159421, + "TP": 11266, + "n_pred": 12941, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9269767410403295, + "FN": 1968, + "FP": 8829, + "IoU": 0.8638924956193982, + "TN": 95905, + "TP": 68530, + "n_pred": 77359, + "n_ref": 70498 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 616, + "IoU": 0.0, + "TN": 174592, + "TP": 0, + "n_pred": 616, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5988, + "IoU": 0.0, + "TN": 169244, + "TP": 0, + "n_pred": 5988, + "n_ref": 0 + }, + "10": { + "Dice": 0.4552497212277716, + "FN": 18454, + "FP": 110, + "IoU": 0.2947076478857186, + "TN": 148911, + "TP": 7757, + "n_pred": 7867, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9026863979593902, + "FN": 383, + "FP": 4424, + "IoU": 0.8226330160135783, + "TN": 148130, + "TP": 22295, + "n_pred": 26719, + "n_ref": 22678 + }, + "7": { + "Dice": 0.28803218678890613, + "FN": 17964, + "FP": 3625, + "IoU": 0.16824626290645708, + "TN": 149276, + "TP": 4367, + "n_pred": 7992, + "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_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1113.6915555555556, + "FP": 835.1808888888891, + "IoU": NaN, + "TN": 228960.61911111115, + "TP": 2733.1751111111107, + "n_pred": 3568.3559999999998, + "n_ref": 3846.8666666666663 + }, + "mean": { + "1": { + "Dice": 0.43253129221068864, + "FN": 794.24, + "FP": 818.74, + "IoU": 0.38760568809383145, + "TN": 228709.73333333334, + "TP": 3319.953333333334, + "n_pred": 4138.693333333334, + "n_ref": 4114.193333333334 + }, + "10": { + "Dice": 0.336237052695587, + "FN": 1487.0533333333335, + "FP": 824.7133333333334, + "IoU": 0.25302517495348964, + "TN": 229944.76, + "TP": 1386.14, + "n_pred": 2210.8533333333335, + "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": 0.1803702381193914, + "FN": 165.85999999999999, + "FP": 40.45333333333333, + "IoU": 0.12620990495827647, + "TN": 233369.07333333333, + "TP": 67.28, + "n_pred": 107.73333333333332, + "n_ref": 233.14000000000001 + }, + "13": { + "Dice": 0.2754037175734408, + "FN": 1376.5733333333335, + "FP": 936.1733333333334, + "IoU": 0.19715883069939275, + "TN": 230155.01333333334, + "TP": 1174.9066666666665, + "n_pred": 2111.0800000000004, + "n_ref": 2551.48 + }, + "14": { + "Dice": 0.4824888752792096, + "FN": 2002.0666666666664, + "FP": 835.1466666666665, + "IoU": 0.4143167469718857, + "TN": 227595.47999999998, + "TP": 3209.973333333333, + "n_pred": 4045.1200000000003, + "n_ref": 5212.039999999999 + }, + "15": { + "Dice": 0.3686151753189414, + "FN": 875.3866666666667, + "FP": 442.66666666666663, + "IoU": 0.2729782695781319, + "TN": 231507.55333333332, + "TP": 817.0600000000001, + "n_pred": 1259.7266666666667, + "n_ref": 1692.4466666666667 + }, + "2": { + "Dice": 0.33910044274818874, + "FN": 1162.82, + "FP": 1002.7533333333333, + "IoU": 0.28837658463381155, + "TN": 229263.08, + "TP": 2214.0133333333333, + "n_pred": 3216.7666666666673, + "n_ref": 3376.8333333333335 + }, + "3": { + "Dice": 0.3559516404104961, + "FN": 1732.1799999999998, + "FP": 1224.3600000000001, + "IoU": 0.31954600268306427, + "TN": 227396.42666666667, + "TP": 3289.7, + "n_pred": 4514.06, + "n_ref": 5021.88 + }, + "4": { + "Dice": 0.3811383410260877, + "FN": 507.73999999999995, + "FP": 233.50666666666672, + "IoU": 0.3175964959387322, + "TN": 232082.85333333336, + "TP": 818.5666666666667, + "n_pred": 1052.0733333333333, + "n_ref": 1326.3066666666666 + }, + "5": { + "Dice": 0.23804992579436063, + "FN": 306.91999999999996, + "FP": 36.666666666666664, + "IoU": 0.17705258629654796, + "TN": 233203.28666666668, + "TP": 95.79333333333334, + "n_pred": 132.45999999999998, + "n_ref": 402.71333333333337 + }, + "6": { + "Dice": 0.5766721876881282, + "FN": 2524.7, + "FP": 3348.0466666666666, + "IoU": 0.5190629464330756, + "TN": 211919.84, + "TP": 15850.079999999998, + "n_pred": 19198.126666666667, + "n_ref": 18374.78 + }, + "7": { + "Dice": 0.3853467447850653, + "FN": 2106.3533333333335, + "FP": 1895.5333333333333, + "IoU": 0.32279186859335407, + "TN": 225020.01999999996, + "TP": 4620.76, + "n_pred": 6516.293333333333, + "n_ref": 6727.113333333333 + }, + "8": { + "Dice": 0.7612310711755157, + "FN": 659.5333333333333, + "FP": 412.73999999999995, + "IoU": 0.6907141000272913, + "TN": 230256.22666666665, + "TP": 2314.166666666667, + "n_pred": 2726.9066666666668, + "n_ref": 2973.7000000000003 + }, + "9": { + "Dice": 0.5115831298047159, + "FN": 895.8, + "FP": 476.2133333333333, + "IoU": 0.4224022529370434, + "TN": 230451.41999999998, + "TP": 1819.2333333333336, + "n_pred": 2295.4466666666667, + "n_ref": 2715.0333333333338 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_001/summary.json b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7c33311cb5515847afbb347af389d54e32c00bb --- /dev/null +++ b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5685496632512518, + "FN": 32980.304, + "FP": 23504.744, + "IoU": 0.48014123997790564, + "TN": 96246865.56533332, + "TP": 153610.22666666663, + "n_pred": 177114.9706666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8570461485809122, + "FN": 37742.72, + "FP": 11621.26, + "IoU": 0.7751729741142994, + "TN": 96251051.44, + "TP": 156545.42, + "n_pred": 168166.68, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6290163551867609, + "FN": 28245.58, + "FP": 16465.42, + "IoU": 0.4876920623767259, + "TN": 96366272.86, + "TP": 45976.98, + "n_pred": 62442.4, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.42688510268102603, + "FN": 37849.34, + "FP": 10797.88, + "IoU": 0.2876513230372275, + "TN": 96388304.82, + "TP": 20008.8, + "n_pred": 30806.68, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6649568497342951, + "FN": 47713.8, + "FP": 29122.74, + "IoU": 0.5712195025003944, + "TN": 96289479.96, + "TP": 90644.34, + "n_pred": 119767.08, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3697301886441358, + "FN": 31833.76, + "FP": 8921.94, + "IoU": 0.2817002840721782, + "TN": 96393991.86, + "TP": 22213.28, + "n_pred": 31135.22, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7475429037948271, + "FN": 50408.6, + "FP": 12228.36, + "IoU": 0.6370450544878195, + "TN": 96287890.78, + "TP": 106433.1, + "n_pred": 118661.46, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.824631256085325, + "FN": 14729.0, + "FP": 51777.02, + "IoU": 0.7135764528823691, + "TN": 96241781.24, + "TP": 148673.58, + "n_pred": 200450.6, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6147461444317964, + "FN": 9975.72, + "FP": 4148.38, + "IoU": 0.5054092757797177, + "TN": 96426234.96, + "TP": 16601.78, + "n_pred": 20750.16, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.09698991583275932, + "FN": 16299.3, + "FP": 124.9, + "IoU": 0.05783481617782919, + "TN": 96439683.78, + "TP": 852.86, + "n_pred": 977.76, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9348699809184573, + "FN": 87880.2, + "FP": 95383.68, + "IoU": 0.8827207766394466, + "TN": 95002353.54, + "TP": 1271343.42, + "n_pred": 1366727.1, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7198095816370614, + "FN": 80432.04, + "FP": 88505.18, + "IoU": 0.5903853912077698, + "TN": 96029531.0, + "TP": 258492.62, + "n_pred": 346997.8, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8711341808921255, + "FN": 22511.96, + "FP": 13493.82, + "IoU": 0.7752183614372349, + "TN": 96311097.84, + "TP": 109857.22, + "n_pred": 123351.04, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7708863403492957, + "FN": 21145.5, + "FP": 9980.58, + "IoU": 0.6364923249555722, + "TN": 96369324.76, + "TP": 56510.0, + "n_pred": 66490.58, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9000176298061255, + "FN": 8456, + "FP": 10259, + "IoU": 0.8182109588242722, + "TN": 119490371, + "TP": 84234, + "n_pred": 94493, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7227856335809909, + "FN": 22559, + "FP": 17924, + "IoU": 0.5659078480361145, + "TN": 119500061, + "TP": 52776, + "n_pred": 70700, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3607741223278866, + "FN": 37070, + "FP": 18519, + "IoU": 0.2200881081991133, + "TN": 119522044, + "TP": 15687, + "n_pred": 34206, + "n_ref": 52757 + }, + "14": { + "Dice": 0.35507052797868166, + "FN": 193654, + "FP": 1897, + "IoU": 0.21585759998716827, + "TN": 119343938, + "TP": 53831, + "n_pred": 55728, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 147469, + "IoU": 0.0, + "TN": 119412988, + "TP": 0, + "n_pred": 147469, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9252246756073109, + "FN": 11131, + "FP": 9828, + "IoU": 0.8608540358238286, + "TN": 119442694, + "TP": 129667, + "n_pred": 139495, + "n_ref": 140798 + }, + "3": { + "Dice": 0.927544737837121, + "FN": 6018, + "FP": 19660, + "IoU": 0.8648796556478178, + "TN": 119403282, + "TP": 164360, + "n_pred": 184020, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7070926717569828, + "FN": 34781, + "FP": 780, + "IoU": 0.5469012792416289, + "TN": 119514836, + "TP": 42923, + "n_pred": 43703, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 34, + "IoU": 0.0, + "TN": 119529022, + "TP": 0, + "n_pred": 34, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9508871324262097, + "FN": 34421, + "FP": 84116, + "IoU": 0.906372576122586, + "TN": 118327270, + "TP": 1147513, + "n_pred": 1231629, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 138729, + "IoU": 0.0, + "TN": 119454591, + "TP": 0, + "n_pred": 138729, + "n_ref": 0 + }, + "8": { + "Dice": 0.7808565977580062, + "FN": 72447, + "FP": 47701, + "IoU": 0.6404961026914618, + "TN": 119259115, + "TP": 214057, + "n_pred": 261758, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7636703202498316, + "FN": 26648, + "FP": 4228, + "IoU": 0.6176914885713578, + "TN": 119512558, + "TP": 49886, + "n_pred": 54114, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.907572650318527, + "FN": 22165, + "FP": 11727, + "IoU": 0.8307853612262219, + "TN": 72625370, + "TP": 166398, + "n_pred": 178125, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5640572344069389, + "FN": 22506, + "FP": 48513, + "IoU": 0.39281317328408744, + "TN": 72708696, + "TP": 45945, + "n_pred": 94458, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5085428241377413, + "FN": 27071, + "FP": 17600, + "IoU": 0.34097044981780095, + "TN": 72757877, + "TP": 23112, + "n_pred": 40712, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8084830690128129, + "FN": 18237, + "FP": 9550, + "IoU": 0.6785325898331752, + "TN": 72739222, + "TP": 58651, + "n_pred": 68201, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3472808205922199, + "FN": 33509, + "FP": 217, + "IoU": 0.2101269380298843, + "TN": 72782962, + "TP": 8972, + "n_pred": 9189, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9102465033614094, + "FN": 18048, + "FP": 5182, + "IoU": 0.8352774330792413, + "TN": 72684635, + "TP": 117795, + "n_pred": 122977, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9053523570165586, + "FN": 5029, + "FP": 20504, + "IoU": 0.8270719466850884, + "TN": 72678009, + "TP": 122118, + "n_pred": 142622, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8217576388231955, + "FN": 5293, + "FP": 4128, + "IoU": 0.6974436379985869, + "TN": 72794522, + "TP": 21717, + "n_pred": 25845, + "n_ref": 27010 + }, + "5": { + "Dice": 0.15070105961682542, + "FN": 7935, + "FP": 0, + "IoU": 0.08149091330015049, + "TN": 72817021, + "TP": 704, + "n_pred": 704, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9276690929909217, + "FN": 73526, + "FP": 103352, + "IoU": 0.865095920417286, + "TN": 71514521, + "TP": 1134261, + "n_pred": 1237613, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7508190116220507, + "FN": 82348, + "FP": 21552, + "IoU": 0.6010490222053273, + "TN": 72565227, + "TP": 156533, + "n_pred": 178085, + "n_ref": 238881 + }, + "8": { + "Dice": 0.917210818873193, + "FN": 5309, + "FP": 4238, + "IoU": 0.8470816248077909, + "TN": 72763228, + "TP": 52885, + "n_pred": 57123, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8159508779192107, + "FN": 18851, + "FP": 7826, + "IoU": 0.6891191106035357, + "TN": 72739849, + "TP": 59134, + "n_pred": 66960, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9482869648436958, + "FN": 20746, + "FP": 5353, + "IoU": 0.9016594195799453, + "TN": 71544094, + "TP": 239295, + "n_pred": 244648, + "n_ref": 260041 + }, + "10": { + "Dice": 0.758274788150938, + "FN": 30901, + "FP": 9149, + "IoU": 0.6106623115284785, + "TN": 71706621, + "TP": 62817, + "n_pred": 71966, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4835049158929662, + "FN": 40935, + "FP": 8131, + "IoU": 0.31883051976899157, + "TN": 71737456, + "TP": 22966, + "n_pred": 31097, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6574082993915527, + "FN": 266262, + "FP": 459, + "IoU": 0.4896561621032088, + "TN": 71286858, + "TP": 255909, + "n_pred": 256368, + "n_ref": 522171 + }, + "15": { + "Dice": 0.001150652497413798, + "FN": 180559, + "FP": 0, + "IoU": 0.0005756574395421309, + "TN": 71628825, + "TP": 104, + "n_pred": 104, + "n_ref": 180663 + }, + "2": { + "Dice": 0.4729563054774855, + "FN": 100092, + "FP": 4172, + "IoU": 0.3097202176820306, + "TN": 71658442, + "TP": 46782, + "n_pred": 50954, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7465525155587818, + "FN": 10158, + "FP": 108553, + "IoU": 0.5955993568343168, + "TN": 71515940, + "TP": 174837, + "n_pred": 283390, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7454923501846508, + "FN": 1964, + "FP": 6237, + "IoU": 0.5942509400356224, + "TN": 71789276, + "TP": 12011, + "n_pred": 18248, + "n_ref": 13975 + }, + "5": { + "Dice": 0.43959514751274137, + "FN": 7281, + "FP": 526, + "IoU": 0.2817186493697672, + "TN": 71798619, + "TP": 3062, + "n_pred": 3588, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9653441774562804, + "FN": 43932, + "FP": 42534, + "IoU": 0.9330099501909386, + "TN": 70518759, + "TP": 1204263, + "n_pred": 1246797, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8931575263896768, + "FN": 19463, + "FP": 32137, + "IoU": 0.8069418618137737, + "TN": 71542211, + "TP": 215677, + "n_pred": 247814, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9224324425714965, + "FN": 7469, + "FP": 4937, + "IoU": 0.8560321218029058, + "TN": 71723316, + "TP": 73766, + "n_pred": 78703, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8477000363512845, + "FN": 17031, + "FP": 8526, + "IoU": 0.7356591713038622, + "TN": 71712806, + "TP": 71125, + "n_pred": 79651, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9391408983061539, + "FN": 20638, + "FP": 4448, + "IoU": 0.8852644962998875, + "TN": 135226868, + "TP": 193556, + "n_pred": 198004, + "n_ref": 214194 + }, + "10": { + "Dice": 0.75075731298416, + "FN": 20202, + "FP": 22912, + "IoU": 0.6009699482632558, + "TN": 135337463, + "TP": 64933, + "n_pred": 87845, + "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": 0.6186618141906041, + "FN": 19154, + "FP": 7251, + "IoU": 0.4478713616594179, + "TN": 135397686, + "TP": 21419, + "n_pred": 28670, + "n_ref": 40573 + }, + "14": { + "Dice": 0.903472217485899, + "FN": 10547, + "FP": 17759, + "IoU": 0.8239391941483075, + "TN": 135284736, + "TP": 132468, + "n_pred": 150227, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4764150265250083, + "FN": 34730, + "FP": 1689, + "IoU": 0.3126934400241564, + "TN": 135392522, + "TP": 16569, + "n_pred": 18258, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8963289161682398, + "FN": 32255, + "FP": 8755, + "IoU": 0.8121340943864697, + "TN": 135227216, + "TP": 177284, + "n_pred": 186039, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8934676898117824, + "FN": 20893, + "FP": 28225, + "IoU": 0.8074483515621937, + "TN": 135190420, + "TP": 205972, + "n_pred": 234197, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8539089510838843, + "FN": 4363, + "FP": 6750, + "IoU": 0.7450620540937349, + "TN": 135401919, + "TP": 32478, + "n_pred": 39228, + "n_ref": 36841 + }, + "5": { + "Dice": 0.008572137012503984, + "FN": 27923, + "FP": 66, + "IoU": 0.0043045179651369616, + "TN": 135417400, + "TP": 121, + "n_pred": 187, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9581592832720641, + "FN": 44573, + "FP": 96719, + "IoU": 0.9196792445214789, + "TN": 133686413, + "TP": 1617805, + "n_pred": 1714524, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5959497250262499, + "FN": 26995, + "FP": 206201, + "IoU": 0.4244504172312431, + "TN": 135040339, + "TP": 171975, + "n_pred": 378176, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7962352276220792, + "FN": 81136, + "FP": 25575, + "IoU": 0.6614541693633329, + "TN": 135130306, + "TP": 208493, + "n_pred": 234068, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7963948007760384, + "FN": 29687, + "FP": 5260, + "IoU": 0.6616744438205511, + "TN": 135342216, + "TP": 68347, + "n_pred": 73607, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8148606195312111, + "FN": 67773, + "FP": 17856, + "IoU": 0.6875652205640894, + "TN": 105479935, + "TP": 188441, + "n_pred": 206297, + "n_ref": 256214 + }, + "10": { + "Dice": 0.31236569042794865, + "FN": 40135, + "FP": 49461, + "IoU": 0.18509086278718645, + "TN": 105644059, + "TP": 20350, + "n_pred": 69811, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.23719681249891017, + "FN": 67299, + "FP": 20193, + "IoU": 0.1345566051733518, + "TN": 105652910, + "TP": 13603, + "n_pred": 33796, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9283381004571093, + "FN": 23260, + "FP": 3548, + "IoU": 0.8662602457482951, + "TN": 105553556, + "TP": 173641, + "n_pred": 177189, + "n_ref": 196901 + }, + "15": { + "Dice": 0.3684026360296262, + "FN": 21615, + "FP": 45, + "IoU": 0.2257926153626193, + "TN": 105726028, + "TP": 6317, + "n_pred": 6362, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9146654991589336, + "FN": 13961, + "FP": 11962, + "IoU": 0.8427498604809163, + "TN": 105589153, + "TP": 138929, + "n_pred": 150891, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8773869428877343, + "FN": 10438, + "FP": 34567, + "IoU": 0.7815577569930154, + "TN": 105547978, + "TP": 161022, + "n_pred": 195589, + "n_ref": 171460 + }, + "4": { + "Dice": 0.48403561949334883, + "FN": 25444, + "FP": 7409, + "IoU": 0.31929221142490105, + "TN": 105705742, + "TP": 15410, + "n_pred": 22819, + "n_ref": 40854 + }, + "5": { + "Dice": 0.17943680419122462, + "FN": 11132, + "FP": 145, + "IoU": 0.0985611510791367, + "TN": 105741495, + "TP": 1233, + "n_pred": 1378, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9556565761808616, + "FN": 82809, + "FP": 52106, + "IoU": 0.9150788470386962, + "TN": 104165296, + "TP": 1453794, + "n_pred": 1505900, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7673601467049938, + "FN": 39071, + "FP": 99969, + "IoU": 0.6225339418109358, + "TN": 105385654, + "TP": 229311, + "n_pred": 329280, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8931779410709257, + "FN": 7776, + "FP": 11573, + "IoU": 0.8069751897925999, + "TN": 105653764, + "TP": 80892, + "n_pred": 92465, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7650388606855654, + "FN": 23720, + "FP": 7660, + "IoU": 0.6194841572992833, + "TN": 105671538, + "TP": 51087, + "n_pred": 58747, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9535037608591392, + "FN": 17657, + "FP": 5320, + "IoU": 0.9111392140710747, + "TN": 96879307, + "TP": 235596, + "n_pred": 240916, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8188513879727237, + "FN": 15127, + "FP": 27988, + "IoU": 0.6932670280730212, + "TN": 96997318, + "TP": 97447, + "n_pred": 125435, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.696981981981982, + "FN": 18951, + "FP": 7957, + "IoU": 0.5348981920005531, + "TN": 97080026, + "TP": 30946, + "n_pred": 38903, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9101265592426261, + "FN": 39413, + "FP": 5034, + "IoU": 0.8350754548254353, + "TN": 96868381, + "TP": 225052, + "n_pred": 230086, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 0, + "IoU": 0.0, + "TN": 97115508, + "TP": 0, + "n_pred": 0, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8197079991774625, + "FN": 38347, + "FP": 5491, + "IoU": 0.6944959371123531, + "TN": 96994386, + "TP": 99656, + "n_pred": 105147, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8521494939705577, + "FN": 12503, + "FP": 38146, + "IoU": 0.7423871745444003, + "TN": 96941271, + "TP": 145960, + "n_pred": 184106, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8500147674560017, + "FN": 3033, + "FP": 5600, + "IoU": 0.7391527677060672, + "TN": 97104784, + "TP": 24463, + "n_pred": 30063, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5042834693567192, + "FN": 9659, + "FP": 120, + "IoU": 0.33715176574256084, + "TN": 97123127, + "TP": 4974, + "n_pred": 5094, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9712369772856313, + "FN": 54885, + "FP": 30729, + "IoU": 0.944082316181081, + "TN": 95606808, + "TP": 1445458, + "n_pred": 1476187, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9173459422165056, + "FN": 14259, + "FP": 28988, + "IoU": 0.8473121544425536, + "TN": 96854642, + "TP": 239991, + "n_pred": 268979, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9247747077660249, + "FN": 9941, + "FP": 9275, + "IoU": 0.8600752925413782, + "TN": 97000549, + "TP": 118115, + "n_pred": 127390, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7828732629274681, + "FN": 8498, + "FP": 24829, + "IoU": 0.6432142513034076, + "TN": 97044471, + "TP": 60082, + "n_pred": 84911, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607386159913948, + "FN": 7380, + "FP": 6198, + "IoU": 0.9244436777643609, + "TN": 130587085, + "TP": 166129, + "n_pred": 172327, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6995244590260626, + "FN": 20320, + "FP": 28586, + "IoU": 0.5378989738647315, + "TN": 130660958, + "TP": 56928, + "n_pred": 85514, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5021653479209404, + "FN": 38234, + "FP": 7633, + "IoU": 0.3352608695652174, + "TN": 130697792, + "TP": 23133, + "n_pred": 30766, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9443810717643372, + "FN": 8751, + "FP": 8997, + "IoU": 0.8946230940958533, + "TN": 130598368, + "TP": 150676, + "n_pred": 159673, + "n_ref": 159427 + }, + "15": { + "Dice": 0.3169210486283657, + "FN": 22540, + "FP": 4402, + "IoU": 0.18829838515304892, + "TN": 130733600, + "TP": 6250, + "n_pred": 10652, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8675487347307247, + "FN": 27947, + "FP": 14308, + "IoU": 0.7660804145284241, + "TN": 130586153, + "TP": 138384, + "n_pred": 152692, + "n_ref": 166331 + }, + "3": { + "Dice": 0.887880441816105, + "FN": 8256, + "FP": 31596, + "IoU": 0.798367797133273, + "TN": 130569145, + "TP": 157795, + "n_pred": 189391, + "n_ref": 166051 + }, + "4": { + "Dice": 0.714357908922455, + "FN": 10853, + "FP": 4408, + "IoU": 0.5556429070580013, + "TN": 130732448, + "TP": 19083, + "n_pred": 23491, + "n_ref": 29936 + }, + "5": { + "Dice": 0.047154217994698266, + "FN": 30553, + "FP": 0, + "IoU": 0.0241464115749465, + "TN": 130735483, + "TP": 756, + "n_pred": 756, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9598801969141563, + "FN": 35293, + "FP": 73530, + "IoU": 0.9228554192184099, + "TN": 129356155, + "TP": 1301814, + "n_pred": 1375344, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8904723316070924, + "FN": 23592, + "FP": 80210, + "IoU": 0.8025688380506045, + "TN": 130241029, + "TP": 421961, + "n_pred": 502171, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8434556986354027, + "FN": 28347, + "FP": 46587, + "IoU": 0.7292895720814292, + "TN": 130489987, + "TP": 201871, + "n_pred": 248458, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8012236266994086, + "FN": 25680, + "FP": 12203, + "IoU": 0.6683678829049653, + "TN": 130652560, + "TP": 76349, + "n_pred": 88552, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7114268333175795, + "FN": 54077, + "FP": 64988, + "IoU": 0.552104336573475, + "TN": 71970176, + "TP": 146767, + "n_pred": 211755, + "n_ref": 200844 + }, + "10": { + "Dice": 0.27545243420841403, + "FN": 49794, + "FP": 17907, + "IoU": 0.15972446319970213, + "TN": 72155438, + "TP": 12869, + "n_pred": 30776, + "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": 0.2856536142019876, + "FN": 56986, + "FP": 10294, + "IoU": 0.16662537779319228, + "TN": 72155276, + "TP": 13452, + "n_pred": 23746, + "n_ref": 70438 + }, + "14": { + "Dice": 0.10435890578501697, + "FN": 43213, + "FP": 482574, + "IoU": 0.055052038122350246, + "TN": 71679589, + "TP": 30632, + "n_pred": 513206, + "n_ref": 73845 + }, + "15": { + "Dice": 0.1320006247071685, + "FN": 21977, + "FP": 61390, + "IoU": 0.07066416962076115, + "TN": 72146302, + "TP": 6339, + "n_pred": 67729, + "n_ref": 28316 + }, + "2": { + "Dice": 0.026651305683563747, + "FN": 125560, + "FP": 1170, + "IoU": 0.013505624099949402, + "TN": 72107543, + "TP": 1735, + "n_pred": 2905, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6715997628726287, + "FN": 9641, + "FP": 145469, + "IoU": 0.5055703425083277, + "TN": 71922293, + "TP": 158605, + "n_pred": 304074, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 922, + "IoU": 0.0, + "TN": 72235086, + "TP": 0, + "n_pred": 922, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 901, + "IoU": 0.0, + "TN": 72226880, + "TP": 0, + "n_pred": 901, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6992044592742478, + "FN": 438171, + "FP": 485570, + "IoU": 0.5375206459303673, + "TN": 70238641, + "TP": 1073626, + "n_pred": 1559196, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4302305837252788, + "FN": 132760, + "FP": 414193, + "IoU": 0.2740724715775615, + "TN": 71482554, + "TP": 206501, + "n_pred": 620694, + "n_ref": 339261 + }, + "8": { + "Dice": 0.916641155941958, + "FN": 7693, + "FP": 3199, + "IoU": 0.8461103732798327, + "TN": 72165230, + "TP": 59886, + "n_pred": 63085, + "n_ref": 67579 + }, + "9": { + "Dice": 0.451796504450653, + "FN": 32236, + "FP": 9951, + "IoU": 0.2918198452267043, + "TN": 72176437, + "TP": 17384, + "n_pred": 27335, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.707913616928763, + "FN": 30381, + "FP": 17985, + "IoU": 0.5478841246249194, + "TN": 52446143, + "TP": 58611, + "n_pred": 76596, + "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": 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": 0.17177811295458353, + "FN": 19565, + "FP": 203, + "IoU": 0.09395911632596939, + "TN": 52531302, + "TP": 2050, + "n_pred": 2253, + "n_ref": 21615 + }, + "14": { + "Dice": 0.18228650049595238, + "FN": 50140, + "FP": 972, + "IoU": 0.10028340579837702, + "TN": 52496311, + "TP": 5697, + "n_pred": 6669, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 26265, + "IoU": 0.0, + "TN": 52501586, + "TP": 0, + "n_pred": 26265, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5359867230536977, + "FN": 81465, + "FP": 11359, + "IoU": 0.36610782941236725, + "TN": 52406685, + "TP": 53611, + "n_pred": 64970, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7456716090462, + "FN": 20735, + "FP": 62731, + "IoU": 0.5944787779850746, + "TN": 52347296, + "TP": 122358, + "n_pred": 185089, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 157, + "IoU": 0.0, + "TN": 52551083, + "TP": 0, + "n_pred": 157, + "n_ref": 1880 + }, + "5": { + "Dice": 0.21826909501623606, + "FN": 5509, + "FP": 28, + "IoU": 0.1225039619651347, + "TN": 52546810, + "TP": 773, + "n_pred": 801, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8517804111405288, + "FN": 154158, + "FP": 61152, + "IoU": 0.7418271029382141, + "TN": 51719144, + "TP": 618666, + "n_pred": 679818, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3800414942697445, + "FN": 145163, + "FP": 11118, + "IoU": 0.23459952395411937, + "TN": 52348938, + "TP": 47901, + "n_pred": 59019, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7392199109187351, + "FN": 21277, + "FP": 5714, + "IoU": 0.5863194678600987, + "TN": 52487874, + "TP": 38255, + "n_pred": 43969, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6640592506111131, + "FN": 32587, + "FP": 13452, + "IoU": 0.497072382075987, + "TN": 52461578, + "TP": 45503, + "n_pred": 58955, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9385180091149871, + "FN": 21823, + "FP": 13670, + "IoU": 0.8841582025640357, + "TN": 143830858, + "TP": 270899, + "n_pred": 284569, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6738960610602212, + "FN": 40050, + "FP": 16305, + "IoU": 0.508177406967814, + "TN": 144022666, + "TP": 58229, + "n_pred": 74534, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5465463972000671, + "FN": 60342, + "FP": 12601, + "IoU": 0.3760329164599408, + "TN": 144020348, + "TP": 43959, + "n_pred": 56560, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9523707764100169, + "FN": 26818, + "FP": 11518, + "IoU": 0.9090723654562273, + "TN": 143715640, + "TP": 383274, + "n_pred": 394792, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8065429078524488, + "FN": 5852, + "FP": 2214, + "IoU": 0.6758038585209003, + "TN": 144112370, + "TP": 16814, + "n_pred": 19028, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6294365583062836, + "FN": 73076, + "FP": 3412, + "IoU": 0.45925386535076246, + "TN": 143995801, + "TP": 64961, + "n_pred": 68373, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7999294888667268, + "FN": 8564, + "FP": 74289, + "IoU": 0.6665687402912035, + "TN": 143888764, + "TP": 165633, + "n_pred": 239922, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9014591324291193, + "FN": 5576, + "FP": 4392, + "IoU": 0.8205968107699507, + "TN": 144081688, + "TP": 45594, + "n_pred": 49986, + "n_ref": 51170 + }, + "5": { + "Dice": 0.16689404274670305, + "FN": 29196, + "FP": 116, + "IoU": 0.09104440585462664, + "TN": 144105002, + "TP": 2936, + "n_pred": 3052, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9574510332100358, + "FN": 47018, + "FP": 69554, + "IoU": 0.9183751206986975, + "TN": 142709107, + "TP": 1311571, + "n_pred": 1381125, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8944082900569604, + "FN": 23184, + "FP": 30149, + "IoU": 0.8089860678342466, + "TN": 143858040, + "TP": 225877, + "n_pred": 256026, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7893675939818694, + "FN": 46824, + "FP": 50461, + "IoU": 0.6520291296167796, + "TN": 143857672, + "TP": 182293, + "n_pred": 232754, + "n_ref": 229117 + }, + "9": { + "Dice": 0.855511373891736, + "FN": 16253, + "FP": 10164, + "IoU": 0.7475053525003823, + "TN": 144032626, + "TP": 78207, + "n_pred": 88371, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9171955740283082, + "FN": 18055, + "FP": 17327, + "IoU": 0.8470556196750224, + "TN": 111547581, + "TP": 195957, + "n_pred": 213284, + "n_ref": 214012 + }, + "10": { + "Dice": 0.47727415287726915, + "FN": 26980, + "FP": 14687, + "IoU": 0.31343406548138875, + "TN": 111718231, + "TP": 19022, + "n_pred": 33709, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.40877045947544866, + "FN": 36360, + "FP": 11610, + "IoU": 0.25688968754356883, + "TN": 111714367, + "TP": 16583, + "n_pred": 28193, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8459497654284018, + "FN": 11464, + "FP": 17859, + "IoU": 0.7330268129466928, + "TN": 111669085, + "TP": 80512, + "n_pred": 98371, + "n_ref": 91976 + }, + "15": { + "Dice": 0.03995680345572354, + "FN": 10510, + "FP": 158, + "IoU": 0.020385674931129475, + "TN": 111768030, + "TP": 222, + "n_pred": 380, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8834630227778011, + "FN": 37822, + "FP": 6628, + "IoU": 0.7912528118645421, + "TN": 111565983, + "TP": 168487, + "n_pred": 175115, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7508678668794674, + "FN": 2984, + "FP": 37133, + "IoU": 0.6011116414111284, + "TN": 111678348, + "TP": 60455, + "n_pred": 97588, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7796276350207725, + "FN": 6012, + "FP": 1149, + "IoU": 0.6388440589065967, + "TN": 111759092, + "TP": 12667, + "n_pred": 13816, + "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": 0.961154024597703, + "FN": 53916, + "FP": 41534, + "IoU": 0.9252132148131897, + "TN": 110502625, + "TP": 1180845, + "n_pred": 1222379, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6431464977535538, + "FN": 81216, + "FP": 93204, + "IoU": 0.4739984800781674, + "TN": 111447324, + "TP": 157176, + "n_pred": 250380, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8035199323032842, + "FN": 60748, + "FP": 45130, + "IoU": 0.6715698439089759, + "TN": 111456544, + "TP": 216498, + "n_pred": 261628, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7644117973819903, + "FN": 21855, + "FP": 14194, + "IoU": 0.6186622660869749, + "TN": 111684387, + "TP": 58484, + "n_pred": 72678, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8075959578804348, + "FN": 51281, + "FP": 3097, + "IoU": 0.6772838143393808, + "TN": 198919374, + "TP": 114123, + "n_pred": 117220, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6620088421725466, + "FN": 25842, + "FP": 12230, + "IoU": 0.49477818915296523, + "TN": 199012518, + "TP": 37285, + "n_pred": 49515, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.10814852896501764, + "FN": 33280, + "FP": 4885, + "IoU": 0.05716544381037081, + "TN": 199047396, + "TP": 2314, + "n_pred": 7199, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4218861298391505, + "FN": 34214, + "FP": 685, + "IoU": 0.2673356706485, + "TN": 199040242, + "TP": 12734, + "n_pred": 13419, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7476365534402153, + "FN": 55489, + "FP": 596, + "IoU": 0.5969804975496185, + "TN": 198948713, + "TP": 83077, + "n_pred": 83673, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8896949543353032, + "FN": 16137, + "FP": 11992, + "IoU": 0.8013067740340467, + "TN": 198946305, + "TP": 113441, + "n_pred": 125433, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9176596523845743, + "FN": 8527, + "FP": 14857, + "IoU": 0.8478475873197647, + "TN": 198934187, + "TP": 130304, + "n_pred": 145161, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7804710653564186, + "FN": 4611, + "FP": 2426, + "IoU": 0.6399774890003069, + "TN": 199068329, + "TP": 12509, + "n_pred": 14935, + "n_ref": 17120 + }, + "5": { + "Dice": 0.012331672668080699, + "FN": 19943, + "FP": 80, + "IoU": 0.0062040897359539405, + "TN": 199067727, + "TP": 125, + "n_pred": 205, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9524611717588856, + "FN": 55323, + "FP": 54451, + "IoU": 0.9092371051850455, + "TN": 197878416, + "TP": 1099685, + "n_pred": 1154136, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7381775983330924, + "FN": 56625, + "FP": 13994, + "IoU": 0.5850091085385203, + "TN": 198917705, + "TP": 99551, + "n_pred": 113545, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8796905736174169, + "FN": 12369, + "FP": 16621, + "IoU": 0.7852210763394973, + "TN": 198952899, + "TP": 105986, + "n_pred": 122607, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8647271434496652, + "FN": 15835, + "FP": 11561, + "IoU": 0.7616910229645094, + "TN": 198972915, + "TP": 87564, + "n_pred": 99125, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8991068296500175, + "FN": 17775, + "FP": 19615, + "IoU": 0.8167067013088877, + "TN": 130871202, + "TP": 166600, + "n_pred": 186215, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7197419959360002, + "FN": 16662, + "FP": 34783, + "IoU": 0.5621851171023965, + "TN": 130957688, + "TP": 66059, + "n_pred": 100842, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.36859118929484286, + "FN": 65643, + "FP": 18347, + "IoU": 0.22593428874245428, + "TN": 130966687, + "TP": 24515, + "n_pred": 42862, + "n_ref": 90158 + }, + "14": { + "Dice": 0.041229628570328525, + "FN": 52865, + "FP": 121450, + "IoU": 0.021048729943896262, + "TN": 130897129, + "TP": 3748, + "n_pred": 125198, + "n_ref": 56613 + }, + "15": { + "Dice": 0.0, + "FN": 27579, + "FP": 0, + "IoU": 0.0, + "TN": 131047613, + "TP": 0, + "n_pred": 0, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5933202823752743, + "FN": 85244, + "FP": 17587, + "IoU": 0.4217877566167912, + "TN": 130897349, + "TP": 75012, + "n_pred": 92599, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6398759910733713, + "FN": 12156, + "FP": 188105, + "IoU": 0.4704541548225028, + "TN": 130697017, + "TP": 177914, + "n_pred": 366019, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7408775981524249, + "FN": 28970, + "FP": 1885, + "IoU": 0.5884079236977257, + "TN": 131000227, + "TP": 44110, + "n_pred": 45995, + "n_ref": 73080 + }, + "5": { + "Dice": 0.21005899166818706, + "FN": 12972, + "FP": 17, + "IoU": 0.117355259581408, + "TN": 131060476, + "TP": 1727, + "n_pred": 1744, + "n_ref": 14699 + }, + "6": { + "Dice": 0.932805046960613, + "FN": 47618, + "FP": 157012, + "IoU": 0.874071831303147, + "TN": 129450218, + "TP": 1420344, + "n_pred": 1577356, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6707062356175868, + "FN": 85971, + "FP": 592740, + "IoU": 0.504558325321864, + "TN": 129705281, + "TP": 691200, + "n_pred": 1283940, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8944177822682495, + "FN": 11334, + "FP": 16254, + "IoU": 0.8090015992689057, + "TN": 130930751, + "TP": 116853, + "n_pred": 133107, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6075327462509201, + "FN": 31290, + "FP": 12965, + "IoU": 0.4362994854027615, + "TN": 130996684, + "TP": 34253, + "n_pred": 47218, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9214224699905589, + "FN": 10586, + "FP": 24370, + "IoU": 0.8542941460893343, + "TN": 101377292, + "TP": 204952, + "n_pred": 229322, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6206390294788084, + "FN": 21727, + "FP": 7730, + "IoU": 0.44994678169290236, + "TN": 101563647, + "TP": 24096, + "n_pred": 31826, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6575307517084282, + "FN": 24002, + "FP": 13584, + "IoU": 0.4897920399630776, + "TN": 101543532, + "TP": 36082, + "n_pred": 49666, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8986120985440945, + "FN": 3628, + "FP": 9492, + "IoU": 0.8158906570121524, + "TN": 101545938, + "TP": 58142, + "n_pred": 67634, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6913629003593855, + "FN": 7007, + "FP": 16438, + "IoU": 0.5283075808788025, + "TN": 101567496, + "TP": 26259, + "n_pred": 42697, + "n_ref": 33266 + }, + "2": { + "Dice": 0.43125144001559645, + "FN": 123678, + "FP": 4684, + "IoU": 0.2749015686872624, + "TN": 101440173, + "TP": 48665, + "n_pred": 53349, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7225141374521677, + "FN": 7006, + "FP": 120476, + "IoU": 0.5655750553757029, + "TN": 101323750, + "TP": 165968, + "n_pred": 286444, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4379123958276841, + "FN": 4101, + "FP": 26992, + "IoU": 0.2803379238514061, + "TN": 101573995, + "TP": 12112, + "n_pred": 39104, + "n_ref": 16213 + }, + "5": { + "Dice": 0.2609092464776681, + "FN": 25797, + "FP": 117, + "IoU": 0.15002623983206506, + "TN": 101586712, + "TP": 4574, + "n_pred": 4691, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9308660445136872, + "FN": 180388, + "FP": 20629, + "IoU": 0.8706729776347509, + "TN": 100062869, + "TP": 1353314, + "n_pred": 1373943, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8380339760647286, + "FN": 24873, + "FP": 130886, + "IoU": 0.7212207231555096, + "TN": 101058482, + "TP": 402959, + "n_pred": 533845, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8222885197069018, + "FN": 53065, + "FP": 24253, + "IoU": 0.6982088002591755, + "TN": 101361003, + "TP": 178879, + "n_pred": 203132, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7708283115334357, + "FN": 20239, + "FP": 15889, + "IoU": 0.627111996449472, + "TN": 101520313, + "TP": 60759, + "n_pred": 76648, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8882237316577656, + "FN": 23155, + "FP": 24271, + "IoU": 0.7989230899686255, + "TN": 118946352, + "TP": 188434, + "n_pred": 212705, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7653959131138454, + "FN": 20687, + "FP": 16132, + "IoU": 0.6199525185796863, + "TN": 119085332, + "TP": 60061, + "n_pred": 76193, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4764015239872483, + "FN": 14694, + "FP": 25710, + "IoU": 0.31268180658331207, + "TN": 119123427, + "TP": 18381, + "n_pred": 44091, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 968, + "IoU": 0.0, + "TN": 119115377, + "TP": 0, + "n_pred": 968, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 1163, + "IoU": 0.0, + "TN": 119160329, + "TP": 0, + "n_pred": 1163, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9256366850793157, + "FN": 20970, + "FP": 6749, + "IoU": 0.8615676580018479, + "TN": 118981977, + "TP": 172516, + "n_pred": 179265, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9202457177469461, + "FN": 20005, + "FP": 10674, + "IoU": 0.8522732744590079, + "TN": 118974538, + "TP": 176995, + "n_pred": 187669, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6641127796506282, + "FN": 21667, + "FP": 253, + "IoU": 0.49713236980958936, + "TN": 119138622, + "TP": 21670, + "n_pred": 21923, + "n_ref": 43337 + }, + "5": { + "Dice": 0.1553034245862392, + "FN": 16230, + "FP": 0, + "IoU": 0.08418914343753527, + "TN": 119164490, + "TP": 1492, + "n_pred": 1492, + "n_ref": 17722 + }, + "6": { + "Dice": 0.951350381959811, + "FN": 94419, + "FP": 73771, + "IoU": 0.9072147317783613, + "TN": 117369532, + "TP": 1644490, + "n_pred": 1718261, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.774855556068526, + "FN": 71047, + "FP": 60624, + "IoU": 0.6324605722260991, + "TN": 118823962, + "TP": 226579, + "n_pred": 287203, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9099495778986317, + "FN": 10970, + "FP": 3121, + "IoU": 0.8347775106994196, + "TN": 119096927, + "TP": 71194, + "n_pred": 74315, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7511263315976364, + "FN": 32004, + "FP": 3460, + "IoU": 0.6014430046863938, + "TN": 119093231, + "TP": 53517, + "n_pred": 56977, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57418, + "IoU": 0.0, + "TN": 61275062, + "TP": 0, + "n_pred": 57418, + "n_ref": 0 + }, + "10": { + "Dice": 0.6280882352941176, + "FN": 13073, + "FP": 12217, + "IoU": 0.4578197020045021, + "TN": 61285835, + "TP": 21355, + "n_pred": 33572, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3382962050822792, + "FN": 39097, + "FP": 14102, + "IoU": 0.20358393963891133, + "TN": 61265682, + "TP": 13599, + "n_pred": 27701, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9308495668114432, + "FN": 25824, + "FP": 10540, + "IoU": 0.870644146900212, + "TN": 61051364, + "TP": 244752, + "n_pred": 255292, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5555813985305988, + "FN": 57620, + "FP": 7346, + "IoU": 0.3846401576145642, + "TN": 61226906, + "TP": 40608, + "n_pred": 47954, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6091333272121733, + "FN": 87966, + "FP": 5688, + "IoU": 0.4379523495168937, + "TN": 61165850, + "TP": 72976, + "n_pred": 78664, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7248575067944752, + "FN": 5159, + "FP": 88587, + "IoU": 0.568452161744126, + "TN": 61115248, + "TP": 123486, + "n_pred": 212073, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8728337265461912, + "FN": 6858, + "FP": 3437, + "IoU": 0.7743611098934818, + "TN": 61286854, + "TP": 35331, + "n_pred": 38768, + "n_ref": 42189 + }, + "5": { + "Dice": 0.26992132338107727, + "FN": 7234, + "FP": 4, + "IoU": 0.15601679104477612, + "TN": 61323904, + "TP": 1338, + "n_pred": 1342, + "n_ref": 8572 + }, + "6": { + "Dice": 0.927944601456777, + "FN": 34102, + "FP": 147909, + "IoU": 0.8655752330688575, + "TN": 59978481, + "TP": 1171988, + "n_pred": 1319897, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3761533637910956, + "FN": 153839, + "FP": 13297, + "IoU": 0.23164340486567, + "TN": 61114956, + "TP": 50388, + "n_pred": 63685, + "n_ref": 204227 + }, + "8": { + "Dice": 0.765045476021734, + "FN": 30398, + "FP": 1428, + "IoU": 0.6194928324625483, + "TN": 61248839, + "TP": 51815, + "n_pred": 53243, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7024410432263453, + "FN": 15850, + "FP": 24413, + "IoU": 0.5413557816077551, + "TN": 61244693, + "TP": 47524, + "n_pred": 71937, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8637269191845256, + "FN": 41455, + "FP": 1365, + "IoU": 0.7601402636104436, + "TN": 148928979, + "TP": 135701, + "n_pred": 137066, + "n_ref": 177156 + }, + "10": { + "Dice": 0.659545979222778, + "FN": 29948, + "FP": 14294, + "IoU": 0.49203178102323875, + "TN": 149020404, + "TP": 42854, + "n_pred": 57148, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.24624412672165197, + "FN": 72156, + "FP": 2600, + "IoU": 0.14040958064553222, + "TN": 149020533, + "TP": 12211, + "n_pred": 14811, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8865374876729124, + "FN": 9911, + "FP": 11374, + "IoU": 0.7961987744159326, + "TN": 149003060, + "TP": 83155, + "n_pred": 94529, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6911480606971253, + "FN": 17114, + "FP": 1591, + "IoU": 0.5280567189786547, + "TN": 149067866, + "TP": 20929, + "n_pred": 22520, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8206527133057896, + "FN": 12302, + "FP": 50945, + "IoU": 0.6958533101866323, + "TN": 148899551, + "TP": 144702, + "n_pred": 195647, + "n_ref": 157004 + }, + "3": { + "Dice": 0.49071454402348486, + "FN": 37018, + "FP": 10864, + "IoU": 0.32513037350246654, + "TN": 149036550, + "TP": 23068, + "n_pred": 33932, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8793301397521676, + "FN": 3622, + "FP": 2474, + "IoU": 0.784646907125446, + "TN": 149079193, + "TP": 22211, + "n_pred": 24685, + "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": 0.9598466739262188, + "FN": 42580, + "FP": 46397, + "IoU": 0.9227934477211238, + "TN": 147955046, + "TP": 1063477, + "n_pred": 1109874, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8090944019752547, + "FN": 82450, + "FP": 8477, + "IoU": 0.6793942385670463, + "TN": 148823890, + "TP": 192683, + "n_pred": 201160, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8665512131707893, + "FN": 38424, + "FP": 20294, + "IoU": 0.7645261287851749, + "TN": 148858139, + "TP": 190643, + "n_pred": 210937, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8082213810336722, + "FN": 22152, + "FP": 8854, + "IoU": 0.6781640215484581, + "TN": 149011159, + "TP": 65335, + "n_pred": 74189, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6210772833723653, + "FN": 278413, + "FP": 10400, + "IoU": 0.45040760869565216, + "TN": 100187296, + "TP": 236691, + "n_pred": 247091, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2615044869094576, + "FN": 28228, + "FP": 29625, + "IoU": 0.15041999530075187, + "TN": 100644704, + "TP": 10243, + "n_pred": 39868, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.026262036766851474, + "FN": 38525, + "FP": 8193, + "IoU": 0.013305736250739207, + "TN": 100665452, + "TP": 630, + "n_pred": 8823, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5626939169016972, + "FN": 48254, + "FP": 115947, + "IoU": 0.3914920583156069, + "TN": 100442958, + "TP": 105641, + "n_pred": 221588, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8904739411116359, + "FN": 10435, + "FP": 10433, + "IoU": 0.8025714528992706, + "TN": 100607101, + "TP": 84831, + "n_pred": 95264, + "n_ref": 95266 + }, + "2": { + "Dice": 0.13689302572551898, + "FN": 215625, + "FP": 5440, + "IoU": 0.07347566597931231, + "TN": 100474204, + "TP": 17531, + "n_pred": 22971, + "n_ref": 233156 + }, + "3": { + "Dice": 0.63813007347515, + "FN": 25059, + "FP": 200509, + "IoU": 0.4685690322155051, + "TN": 100288346, + "TP": 198886, + "n_pred": 399395, + "n_ref": 223945 + }, + "4": { + "Dice": 0.2837103541041709, + "FN": 44364, + "FP": 22733, + "IoU": 0.1653044722274056, + "TN": 100632415, + "TP": 13288, + "n_pred": 36021, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 929, + "IoU": 0.0, + "TN": 100695398, + "TP": 0, + "n_pred": 929, + "n_ref": 16473 + }, + "6": { + "Dice": 0.7196854930802191, + "FN": 704191, + "FP": 366061, + "IoU": 0.5621161747293328, + "TN": 98268654, + "TP": 1373894, + "n_pred": 1739955, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5095186790364805, + "FN": 15527, + "FP": 286300, + "IoU": 0.3418484162599924, + "TN": 100254202, + "TP": 156771, + "n_pred": 443071, + "n_ref": 172298 + }, + "8": { + "Dice": 0.836414608273981, + "FN": 17688, + "FP": 16856, + "IoU": 0.7188252913980595, + "TN": 100589944, + "TP": 88312, + "n_pred": 105168, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6218257663633344, + "FN": 44763, + "FP": 24680, + "IoU": 0.4511953214525625, + "TN": 100586265, + "TP": 57092, + "n_pred": 81772, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928528634841099, + "FN": 9641, + "FP": 857, + "IoU": 0.8665921134564308, + "TN": 78872009, + "TP": 68193, + "n_pred": 69050, + "n_ref": 77834 + }, + "10": { + "Dice": 0.508635106717666, + "FN": 23585, + "FP": 6090, + "IoU": 0.3410534263001288, + "TN": 78905666, + "TP": 15359, + "n_pred": 21449, + "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": 0.18328808078342843, + "FN": 53397, + "FP": 145, + "IoU": 0.10089000839630563, + "TN": 78891150, + "TP": 6008, + "n_pred": 6153, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 0, + "IoU": 0.0, + "TN": 78923431, + "TP": 0, + "n_pred": 0, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8884253072134033, + "FN": 4607, + "FP": 9085, + "IoU": 0.7992493108908568, + "TN": 78882496, + "TP": 54512, + "n_pred": 63597, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7814806325922531, + "FN": 23405, + "FP": 19498, + "IoU": 0.6413362425701603, + "TN": 78831081, + "TP": 76716, + "n_pred": 96214, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7998475363933562, + "FN": 2837, + "FP": 38122, + "IoU": 0.6664549385581315, + "TN": 78827901, + "TP": 81840, + "n_pred": 119962, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8409641548114556, + "FN": 3591, + "FP": 1529, + "IoU": 0.7255721713029962, + "TN": 78932043, + "TP": 13537, + "n_pred": 15066, + "n_ref": 17128 + }, + "5": { + "Dice": 0.008641162837277176, + "FN": 34647, + "FP": 0, + "IoU": 0.004339329846542905, + "TN": 78915902, + "TP": 151, + "n_pred": 151, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9345313380413627, + "FN": 46158, + "FP": 46445, + "IoU": 0.8771082354721027, + "TN": 78197167, + "TP": 660930, + "n_pred": 707375, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5798073307514024, + "FN": 415033, + "FP": 28606, + "IoU": 0.4082596279406017, + "TN": 78200981, + "TP": 306080, + "n_pred": 334686, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8328168324906214, + "FN": 91126, + "FP": 5224, + "IoU": 0.713527110117384, + "TN": 78614368, + "TP": 239982, + "n_pred": 245206, + "n_ref": 331108 + }, + "9": { + "Dice": 0.4410112359550562, + "FN": 40406, + "FP": 1782, + "IoU": 0.2828828828828829, + "TN": 78891870, + "TP": 16642, + "n_pred": 18424, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9598857570296828, + "FN": 7045, + "FP": 4753, + "IoU": 0.9228656981837676, + "TN": 104851486, + "TP": 141156, + "n_pred": 145909, + "n_ref": 148201 + }, + "10": { + "Dice": 0.725557996704449, + "FN": 29111, + "FP": 14859, + "IoU": 0.5693142526911737, + "TN": 104902347, + "TP": 58123, + "n_pred": 72982, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.553753000988561, + "FN": 46449, + "FP": 4109, + "IoU": 0.38288964566016087, + "TN": 104922513, + "TP": 31369, + "n_pred": 35478, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9319659107323415, + "FN": 2336, + "FP": 7555, + "IoU": 0.8725994049229104, + "TN": 104926803, + "TP": 67746, + "n_pred": 75301, + "n_ref": 70082 + }, + "15": { + "Dice": 0.26641132035322906, + "FN": 20604, + "FP": 81, + "IoU": 0.1536761998281576, + "TN": 104979999, + "TP": 3756, + "n_pred": 3837, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7465214161921268, + "FN": 65218, + "FP": 6448, + "IoU": 0.5955597692976219, + "TN": 104827242, + "TP": 105532, + "n_pred": 111980, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7991245031689762, + "FN": 4762, + "FP": 70036, + "IoU": 0.665451585345672, + "TN": 104780861, + "TP": 148781, + "n_pred": 218817, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2582, + "IoU": 0.0, + "TN": 105001858, + "TP": 0, + "n_pred": 2582, + "n_ref": 0 + }, + "5": { + "Dice": 0.09023730850105137, + "FN": 28578, + "FP": 1708, + "IoU": 0.04725053479300365, + "TN": 104972652, + "TP": 1502, + "n_pred": 3210, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9740525358468156, + "FN": 35249, + "FP": 28717, + "IoU": 0.9494175577994115, + "TN": 103739851, + "TP": 1200623, + "n_pred": 1229340, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6840334846596409, + "FN": 11387, + "FP": 190660, + "IoU": 0.5197955089934213, + "TN": 104583688, + "TP": 218705, + "n_pred": 409365, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8656580344892033, + "FN": 81325, + "FP": 7088, + "IoU": 0.7631367443056695, + "TN": 104631174, + "TP": 284853, + "n_pred": 291941, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8349036884586938, + "FN": 15665, + "FP": 15139, + "IoU": 0.7165962849493528, + "TN": 104895747, + "TP": 77889, + "n_pred": 93028, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6959323361557685, + "FN": 194233, + "FP": 1409, + "IoU": 0.5336627503700578, + "TN": 177256759, + "TP": 223887, + "n_pred": 225296, + "n_ref": 418120 + }, + "10": { + "Dice": 0.10535317636605952, + "FN": 67218, + "FP": 13336, + "IoU": 0.05560570711748362, + "TN": 177590991, + "TP": 4743, + "n_pred": 18079, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5720097703053606, + "FN": 39965, + "FP": 15580, + "IoU": 0.4005698067189709, + "TN": 177583625, + "TP": 37118, + "n_pred": 52698, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9102505632738634, + "FN": 9383, + "FP": 3802, + "IoU": 0.8352842704910864, + "TN": 177596241, + "TP": 66862, + "n_pred": 70664, + "n_ref": 76245 + }, + "15": { + "Dice": 0.025861356688424358, + "FN": 22856, + "FP": 724, + "IoU": 0.013100071150546184, + "TN": 177652395, + "TP": 313, + "n_pred": 1037, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7138864551003133, + "FN": 94185, + "FP": 2148, + "IoU": 0.555072651191147, + "TN": 177459774, + "TP": 120181, + "n_pred": 122329, + "n_ref": 214366 + }, + "3": { + "Dice": 0.811764657703664, + "FN": 8821, + "FP": 83109, + "IoU": 0.6831682485852341, + "TN": 177386134, + "TP": 198224, + "n_pred": 281333, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7966128051797503, + "FN": 6258, + "FP": 8129, + "IoU": 0.661975471077487, + "TN": 177633726, + "TP": 28175, + "n_pred": 36304, + "n_ref": 34433 + }, + "5": { + "Dice": 0.12710803017505024, + "FN": 28999, + "FP": 970, + "IoU": 0.06786725140742123, + "TN": 177644137, + "TP": 2182, + "n_pred": 3152, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9041802036897668, + "FN": 145193, + "FP": 206719, + "IoU": 0.8251176030349683, + "TN": 175664010, + "TP": 1660366, + "n_pred": 1867085, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8078280302126449, + "FN": 16100, + "FP": 151414, + "IoU": 0.6776103202264815, + "TN": 177156687, + "TP": 352087, + "n_pred": 503501, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7893813086503804, + "FN": 35959, + "FP": 51282, + "IoU": 0.6520478448671264, + "TN": 177425561, + "TP": 163486, + "n_pred": 214768, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8599119218404111, + "FN": 25292, + "FP": 10526, + "IoU": 0.7542504288164665, + "TN": 177530538, + "TP": 109932, + "n_pred": 120458, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256558332982057, + "FN": 22367, + "FP": 4088, + "IoU": 0.8616008370389746, + "TN": 193814385, + "TP": 164695, + "n_pred": 168783, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8174606058403886, + "FN": 19554, + "FP": 10588, + "IoU": 0.6912755802281992, + "TN": 193907901, + "TP": 67492, + "n_pred": 78080, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4743420985500148, + "FN": 43634, + "FP": 7881, + "IoU": 0.3109098691778806, + "TN": 193930777, + "TP": 23243, + "n_pred": 31124, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8446103146549919, + "FN": 5293, + "FP": 20688, + "IoU": 0.7310177036960348, + "TN": 193908945, + "TP": 70609, + "n_pred": 91297, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7434709821428571, + "FN": 7643, + "FP": 1551, + "IoU": 0.5916862814762179, + "TN": 193983018, + "TP": 13323, + "n_pred": 14874, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9413304453044248, + "FN": 5480, + "FP": 11151, + "IoU": 0.8891636121292902, + "TN": 193855485, + "TP": 133419, + "n_pred": 144570, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9363577388542156, + "FN": 8981, + "FP": 8089, + "IoU": 0.880331454530159, + "TN": 193862891, + "TP": 125574, + "n_pred": 133663, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8718848718848718, + "FN": 2399, + "FP": 3076, + "IoU": 0.7728686994399502, + "TN": 193981430, + "TP": 18630, + "n_pred": 21706, + "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": 0.9525807004076361, + "FN": 53078, + "FP": 79547, + "IoU": 0.9094549821436008, + "TN": 192540794, + "TP": 1332116, + "n_pred": 1411663, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7868197068691506, + "FN": 99184, + "FP": 21540, + "IoU": 0.648559584526887, + "TN": 193662023, + "TP": 222788, + "n_pred": 244328, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8969205771564939, + "FN": 34125, + "FP": 13518, + "IoU": 0.8131060724933312, + "TN": 193750615, + "TP": 207277, + "n_pred": 220795, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7443558282208589, + "FN": 37752, + "FP": 3918, + "IoU": 0.5928079347241901, + "TN": 193903200, + "TP": 60665, + "n_pred": 64583, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9264645846091039, + "FN": 5523, + "FP": 11769, + "IoU": 0.863003279935352, + "TN": 99529578, + "TP": 108930, + "n_pred": 120699, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7518479408658922, + "FN": 24693, + "FP": 6327, + "IoU": 0.6023688663282571, + "TN": 99577788, + "TP": 46992, + "n_pred": 53319, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5118832034814347, + "FN": 27199, + "FP": 7572, + "IoU": 0.343980529403996, + "TN": 99602797, + "TP": 18232, + "n_pred": 25804, + "n_ref": 45431 + }, + "14": { + "Dice": 0.08632913764562576, + "FN": 49994, + "FP": 37765, + "IoU": 0.04511180022849682, + "TN": 99563895, + "TP": 4146, + "n_pred": 41911, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 849, + "IoU": 0.0, + "TN": 99617004, + "TP": 0, + "n_pred": 849, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9509224829647552, + "FN": 7855, + "FP": 3179, + "IoU": 0.9064368147476066, + "TN": 99537869, + "TP": 106897, + "n_pred": 110076, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9545821081525767, + "FN": 6614, + "FP": 4538, + "IoU": 0.913110551863308, + "TN": 99527453, + "TP": 117195, + "n_pred": 121733, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7922380649653377, + "FN": 5821, + "FP": 1042, + "IoU": 0.6559554842590736, + "TN": 99635852, + "TP": 13085, + "n_pred": 14127, + "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": 0.9639457342080328, + "FN": 55034, + "FP": 42144, + "IoU": 0.9304008158985627, + "TN": 98259548, + "TP": 1299074, + "n_pred": 1341218, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8016986259172469, + "FN": 21229, + "FP": 50871, + "IoU": 0.6690292135656708, + "TN": 99437956, + "TP": 145744, + "n_pred": 196615, + "n_ref": 166973 + }, + "8": { + "Dice": 0.8816986318817198, + "FN": 17851, + "FP": 4441, + "IoU": 0.7884266772965842, + "TN": 99550437, + "TP": 83071, + "n_pred": 87512, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8669843874695111, + "FN": 18401, + "FP": 5267, + "IoU": 0.7652007420561304, + "TN": 99554999, + "TP": 77133, + "n_pred": 82400, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6077407550316775, + "FN": 251612, + "FP": 504, + "IoU": 0.43651407396149494, + "TN": 62636098, + "TP": 195306, + "n_pred": 195810, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8631710076032016, + "FN": 10562, + "FP": 8550, + "IoU": 0.7592795516090434, + "TN": 63004125, + "TP": 60283, + "n_pred": 68833, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.33058436773791305, + "FN": 33990, + "FP": 13252, + "IoU": 0.19802400393841138, + "TN": 63024613, + "TP": 11665, + "n_pred": 24917, + "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": 0.9690128786563228, + "FN": 3999, + "FP": 3674, + "IoU": 0.9398884414709431, + "TN": 62955874, + "TP": 119973, + "n_pred": 123647, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9753396924274869, + "FN": 2331, + "FP": 4003, + "IoU": 0.9518663748556143, + "TN": 62951928, + "TP": 125258, + "n_pred": 129261, + "n_ref": 127589 + }, + "4": { + "Dice": 0.08497530405225981, + "FN": 17229, + "FP": 0, + "IoU": 0.04437295468412003, + "TN": 63065491, + "TP": 800, + "n_pred": 800, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0009432849899775969, + "FN": 16946, + "FP": 0, + "IoU": 0.0004718650465966734, + "TN": 63066566, + "TP": 8, + "n_pred": 8, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8340821128518535, + "FN": 175409, + "FP": 204239, + "IoU": 0.7153866683459429, + "TN": 61749612, + "TP": 954260, + "n_pred": 1158499, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7604635930614793, + "FN": 33006, + "FP": 44891, + "IoU": 0.6135064599996031, + "TN": 62881972, + "TP": 123651, + "n_pred": 168542, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9108265685757365, + "FN": 14398, + "FP": 4705, + "IoU": 0.8362548537239742, + "TN": 62966857, + "TP": 97560, + "n_pred": 102265, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8482397188482644, + "FN": 8495, + "FP": 3812, + "IoU": 0.7364724524100126, + "TN": 63036819, + "TP": 34394, + "n_pred": 38206, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8980130576413428, + "FN": 52253, + "FP": 6857, + "IoU": 0.8149035375312748, + "TN": 109289471, + "TP": 260237, + "n_pred": 267094, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5638600423682147, + "FN": 44409, + "FP": 22914, + "IoU": 0.39262193031522347, + "TN": 109497976, + "TP": 43519, + "n_pred": 66433, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.2778929829486286, + "FN": 65435, + "FP": 14308, + "IoU": 0.16136801034841777, + "TN": 109513731, + "TP": 15344, + "n_pred": 29652, + "n_ref": 80779 + }, + "14": { + "Dice": 0.613846840868589, + "FN": 23375, + "FP": 69150, + "IoU": 0.44284200257728856, + "TN": 109442752, + "TP": 73541, + "n_pred": 142691, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8836321594391734, + "FN": 7241, + "FP": 18123, + "IoU": 0.7915241977906365, + "TN": 109487154, + "TP": 96300, + "n_pred": 114423, + "n_ref": 103541 + }, + "2": { + "Dice": 0.61217706020509, + "FN": 118663, + "FP": 2209, + "IoU": 0.441106024876312, + "TN": 109392548, + "TP": 95398, + "n_pred": 97607, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7939981742310204, + "FN": 16503, + "FP": 102420, + "IoU": 0.6583722820856805, + "TN": 109260711, + "TP": 229184, + "n_pred": 331604, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5926131924304424, + "FN": 27915, + "FP": 2848, + "IoU": 0.42107343144265874, + "TN": 109555680, + "TP": 22375, + "n_pred": 25223, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 114, + "IoU": 0.0, + "TN": 109598152, + "TP": 0, + "n_pred": 114, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9253680801055856, + "FN": 50830, + "FP": 142674, + "IoU": 0.8611023579092137, + "TN": 108215677, + "TP": 1199637, + "n_pred": 1342311, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8232004636401685, + "FN": 323704, + "FP": 51829, + "IoU": 0.6995248028279792, + "TN": 108359021, + "TP": 874264, + "n_pred": 926093, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9239441012816157, + "FN": 6476, + "FP": 7179, + "IoU": 0.858639502261975, + "TN": 109512221, + "TP": 82942, + "n_pred": 90121, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5560567328286468, + "FN": 27032, + "FP": 17947, + "IoU": 0.3850959698146224, + "TN": 109535670, + "TP": 28169, + "n_pred": 46116, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9130158837616674, + "FN": 4830, + "FP": 5449, + "IoU": 0.8399532892175944, + "TN": 67003127, + "TP": 53946, + "n_pred": 59395, + "n_ref": 58776 + }, + "10": { + "Dice": 0.40044434158759545, + "FN": 57167, + "FP": 7600, + "IoU": 0.2503472382980694, + "TN": 66980956, + "TP": 21629, + "n_pred": 29229, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.28038237738985866, + "FN": 31465, + "FP": 3163, + "IoU": 0.1630492579881085, + "TN": 67025978, + "TP": 6746, + "n_pred": 9909, + "n_ref": 38211 + }, + "14": { + "Dice": 0.45604100852357393, + "FN": 52523, + "FP": 2233, + "IoU": 0.2953711925259622, + "TN": 66989643, + "TP": 22953, + "n_pred": 25186, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 14508, + "IoU": 0.0, + "TN": 67021482, + "TP": 0, + "n_pred": 14508, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8616361863495418, + "FN": 8629, + "FP": 35502, + "IoU": 0.7569075685799272, + "TN": 66885812, + "TP": 137409, + "n_pred": 172911, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8413321439191198, + "FN": 33047, + "FP": 14977, + "IoU": 0.7261202073602628, + "TN": 66892005, + "TP": 127323, + "n_pred": 142300, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 259, + "IoU": 0.0, + "TN": 67054054, + "TP": 0, + "n_pred": 259, + "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": 0.9349495745488363, + "FN": 111732, + "FP": 22986, + "IoU": 0.8778453603760445, + "TN": 65964504, + "TP": 968130, + "n_pred": 991116, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5828390763196862, + "FN": 205976, + "FP": 2496, + "IoU": 0.4112723308839726, + "TN": 66713246, + "TP": 145634, + "n_pred": 148130, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8815474996417825, + "FN": 8810, + "FP": 11857, + "IoU": 0.7881850139898126, + "TN": 66969781, + "TP": 76904, + "n_pred": 88761, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8574753168570015, + "FN": 15812, + "FP": 4643, + "IoU": 0.7505092270725847, + "TN": 66985365, + "TP": 61532, + "n_pred": 66175, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5152170116994238, + "FN": 113830, + "FP": 11101, + "IoU": 0.346998191492698, + "TN": 74327962, + "TP": 66387, + "n_pred": 77488, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6280505279865964, + "FN": 27660, + "FP": 6084, + "IoU": 0.45777963459900695, + "TN": 74457047, + "TP": 28489, + "n_pred": 34573, + "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": 0.14479431762069359, + "FN": 39078, + "FP": 5952, + "IoU": 0.07804758199909914, + "TN": 74470438, + "TP": 3812, + "n_pred": 9764, + "n_ref": 42890 + }, + "14": { + "Dice": 0.22286064145433995, + "FN": 27193, + "FP": 5809, + "IoU": 0.12540414480309536, + "TN": 74481546, + "TP": 4732, + "n_pred": 10541, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7570441783034338, + "FN": 7508, + "FP": 7159, + "IoU": 0.609067647529186, + "TN": 74481762, + "TP": 22851, + "n_pred": 30010, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8313941063719962, + "FN": 14470, + "FP": 36813, + "IoU": 0.7114409664586627, + "TN": 74341559, + "TP": 126438, + "n_pred": 163251, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8511588588468656, + "FN": 27768, + "FP": 16954, + "IoU": 0.7408847301486138, + "TN": 74346685, + "TP": 127873, + "n_pred": 144827, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1803, + "IoU": 0.0, + "TN": 74504199, + "TP": 0, + "n_pred": 1803, + "n_ref": 13278 + }, + "5": { + "Dice": 0.017914516600136307, + "FN": 10062, + "FP": 25, + "IoU": 0.00903821593476766, + "TN": 74509101, + "TP": 92, + "n_pred": 117, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9092261031333089, + "FN": 157545, + "FP": 131660, + "IoU": 0.8335605625924049, + "TN": 72781681, + "TP": 1448394, + "n_pred": 1580054, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.63478186091842, + "FN": 78611, + "FP": 23317, + "IoU": 0.46496735045247445, + "TN": 74328772, + "TP": 88580, + "n_pred": 111897, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9556863048695518, + "FN": 2656, + "FP": 3068, + "IoU": 0.9151333639746764, + "TN": 74451833, + "TP": 61723, + "n_pred": 64791, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7922104726407421, + "FN": 27606, + "FP": 6624, + "IoU": 0.6559176534448443, + "TN": 74419798, + "TP": 65252, + "n_pred": 71876, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9069147015927568, + "FN": 31704, + "FP": 19866, + "IoU": 0.829683376873004, + "TN": 65748391, + "TP": 251219, + "n_pred": 271085, + "n_ref": 282923 + }, + "10": { + "Dice": 0.413578233067989, + "FN": 58179, + "FP": 13721, + "IoU": 0.2606987887387665, + "TN": 65953926, + "TP": 25354, + "n_pred": 39075, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5057853024963884, + "FN": 28895, + "FP": 7710, + "IoU": 0.3384957351452942, + "TN": 65995844, + "TP": 18731, + "n_pred": 26441, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8669624765959629, + "FN": 7966, + "FP": 7595, + "IoU": 0.7651666063020645, + "TN": 65984916, + "TP": 50703, + "n_pred": 58298, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7721329046087888, + "FN": 6586, + "FP": 4044, + "IoU": 0.6288407821229051, + "TN": 66022540, + "TP": 18010, + "n_pred": 22054, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7267362843429044, + "FN": 59463, + "FP": 4073, + "IoU": 0.5707665076812907, + "TN": 65903158, + "TP": 84486, + "n_pred": 88559, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7928276164143557, + "FN": 12021, + "FP": 63657, + "IoU": 0.6567642096478656, + "TN": 65830696, + "TP": 144806, + "n_pred": 208463, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8334635243012556, + "FN": 7655, + "FP": 1086, + "IoU": 0.7144770366498987, + "TN": 66020566, + "TP": 21873, + "n_pred": 22959, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0020022024226649315, + "FN": 9969, + "FP": 0, + "IoU": 0.001002104419280489, + "TN": 66041201, + "TP": 10, + "n_pred": 10, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9363107832558283, + "FN": 48165, + "FP": 84519, + "IoU": 0.8802484489988213, + "TN": 64943186, + "TP": 975310, + "n_pred": 1059829, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8769832990120926, + "FN": 203152, + "FP": 13816, + "IoU": 0.7809174148885039, + "TN": 65060832, + "TP": 773380, + "n_pred": 787196, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8866674595623216, + "FN": 6747, + "FP": 12311, + "IoU": 0.7964084649980236, + "TN": 65957571, + "TP": 74551, + "n_pred": 86862, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7518202338724733, + "FN": 25787, + "FP": 3459, + "IoU": 0.6023332970738605, + "TN": 65977636, + "TP": 44298, + "n_pred": 47757, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672645665913103, + "FN": 7103, + "FP": 2816, + "IoU": 0.9366044151295522, + "TN": 113316078, + "TP": 146543, + "n_pred": 149359, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8189256808108153, + "FN": 6755, + "FP": 25886, + "IoU": 0.693373539247736, + "TN": 113366088, + "TP": 73811, + "n_pred": 99697, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.3118570448830298, + "FN": 60506, + "FP": 11738, + "IoU": 0.1847337892432347, + "TN": 113383926, + "TP": 16370, + "n_pred": 28108, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9493559868640985, + "FN": 22207, + "FP": 3547, + "IoU": 0.9035943430834538, + "TN": 113205398, + "TP": 241388, + "n_pred": 244935, + "n_ref": 263595 + }, + "15": { + "Dice": 0.48958852246687257, + "FN": 14512, + "FP": 857, + "IoU": 0.3241424802110818, + "TN": 113449800, + "TP": 7371, + "n_pred": 8228, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9522243593720916, + "FN": 4312, + "FP": 8008, + "IoU": 0.9088055900988926, + "TN": 113337444, + "TP": 122776, + "n_pred": 130784, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9313487905428094, + "FN": 5196, + "FP": 11773, + "IoU": 0.8715180241230229, + "TN": 113340467, + "TP": 115104, + "n_pred": 126877, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8245119841858166, + "FN": 6066, + "FP": 4587, + "IoU": 0.7014210039519044, + "TN": 113436861, + "TP": 25026, + "n_pred": 29613, + "n_ref": 31092 + }, + "5": { + "Dice": 0.028882817425766354, + "FN": 32345, + "FP": 0, + "IoU": 0.014653018948394565, + "TN": 113439714, + "TP": 481, + "n_pred": 481, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9526786404335634, + "FN": 46547, + "FP": 62441, + "IoU": 0.9096335444050787, + "TN": 112266473, + "TP": 1097079, + "n_pred": 1159520, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7972943165943681, + "FN": 55364, + "FP": 27346, + "IoU": 0.662917227044871, + "TN": 113227170, + "TP": 162660, + "n_pred": 190006, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8930199929849175, + "FN": 33808, + "FP": 9502, + "IoU": 0.8067173637515843, + "TN": 113248464, + "TP": 180766, + "n_pred": 190268, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7975068442751561, + "FN": 32539, + "FP": 4887, + "IoU": 0.6632111297086191, + "TN": 113361414, + "TP": 73700, + "n_pred": 78587, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8540763746735371, + "FN": 6191, + "FP": 35155, + "IoU": 0.7453170139765805, + "TN": 75034385, + "TP": 120997, + "n_pred": 156152, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6558659217877095, + "FN": 47812, + "FP": 7012, + "IoU": 0.48794679966749793, + "TN": 75089661, + "TP": 52243, + "n_pred": 59255, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.3448301829957075, + "FN": 41523, + "FP": 10677, + "IoU": 0.20833522908230584, + "TN": 75130791, + "TP": 13737, + "n_pred": 24414, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9268116160550044, + "FN": 10120, + "FP": 9296, + "IoU": 0.8636057097898168, + "TN": 75054376, + "TP": 122936, + "n_pred": 132232, + "n_ref": 133056 + }, + "15": { + "Dice": 0.09277957221699433, + "FN": 70164, + "FP": 1178, + "IoU": 0.048646486198159755, + "TN": 75121738, + "TP": 3648, + "n_pred": 4826, + "n_ref": 73812 + }, + "2": { + "Dice": 0.87742382524024, + "FN": 26015, + "FP": 7596, + "IoU": 0.781616290251319, + "TN": 75042820, + "TP": 120297, + "n_pred": 127893, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8876760483449915, + "FN": 10650, + "FP": 23987, + "IoU": 0.7980373406724119, + "TN": 75025226, + "TP": 136865, + "n_pred": 160852, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8772053928095872, + "FN": 3882, + "FP": 2020, + "IoU": 0.781269688322277, + "TN": 75169745, + "TP": 21081, + "n_pred": 23101, + "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": 0.9709254195619998, + "FN": 37358, + "FP": 35659, + "IoU": 0.9434937350689874, + "TN": 73904535, + "TP": 1219176, + "n_pred": 1254835, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8522270372721669, + "FN": 12875, + "FP": 35308, + "IoU": 0.7425048898579536, + "TN": 75009606, + "TP": 138939, + "n_pred": 174247, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8633974016614439, + "FN": 17650, + "FP": 3579, + "IoU": 0.7596299735048349, + "TN": 75108410, + "TP": 67089, + "n_pred": 70668, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7478009846444061, + "FN": 24906, + "FP": 10389, + "IoU": 0.597190203373582, + "TN": 75109106, + "TP": 52327, + "n_pred": 62716, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613367881027558, + "FN": 12160, + "FP": 4224, + "IoU": 0.9255519759352578, + "TN": 86707799, + "TP": 203689, + "n_pred": 207913, + "n_ref": 215849 + }, + "10": { + "Dice": 0.695462030982008, + "FN": 17940, + "FP": 26627, + "IoU": 0.5331098423340841, + "TN": 86832417, + "TP": 50888, + "n_pred": 77515, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5546544327245155, + "FN": 26466, + "FP": 19935, + "IoU": 0.3837521249468763, + "TN": 86852576, + "TP": 28895, + "n_pred": 48830, + "n_ref": 55361 + }, + "14": { + "Dice": 0.838601472398804, + "FN": 16527, + "FP": 9167, + "IoU": 0.7220617664557304, + "TN": 86835427, + "TP": 66751, + "n_pred": 75918, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5291017118128049, + "FN": 103478, + "FP": 1853, + "IoU": 0.35971332352619356, + "TN": 86763366, + "TP": 59175, + "n_pred": 61028, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9265130795583388, + "FN": 10225, + "FP": 7858, + "IoU": 0.8630874414167493, + "TN": 86795795, + "TP": 113994, + "n_pred": 121852, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9339298191486466, + "FN": 15971, + "FP": 5872, + "IoU": 0.8760490968829268, + "TN": 86751649, + "TP": 154380, + "n_pred": 160252, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6750107898144152, + "FN": 5574, + "FP": 4968, + "IoU": 0.5094462540716612, + "TN": 86906382, + "TP": 10948, + "n_pred": 15916, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 5, + "IoU": 0.0, + "TN": 86922394, + "TP": 0, + "n_pred": 5, + "n_ref": 5473 + }, + "6": { + "Dice": 0.928999475677722, + "FN": 27072, + "FP": 148289, + "IoU": 0.8674127179028102, + "TN": 85605264, + "TP": 1147247, + "n_pred": 1295536, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8852290393713907, + "FN": 194433, + "FP": 20470, + "IoU": 0.7940905088451695, + "TN": 85884195, + "TP": 828774, + "n_pred": 849244, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9309063343563954, + "FN": 4039, + "FP": 3435, + "IoU": 0.8707434757795341, + "TN": 86870049, + "TP": 50349, + "n_pred": 53784, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7467404111123013, + "FN": 12416, + "FP": 13593, + "IoU": 0.5958385778440788, + "TN": 86863519, + "TP": 38344, + "n_pred": 51937, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7432458552340335, + "FN": 28861, + "FP": 12318, + "IoU": 0.5914011569641103, + "TN": 37648819, + "TP": 59602, + "n_pred": 71920, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6617194609351302, + "FN": 28703, + "FP": 2523, + "IoU": 0.4944549678630984, + "TN": 37687833, + "TP": 30541, + "n_pred": 33064, + "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": 0.4028431101272828, + "FN": 33238, + "FP": 1292, + "IoU": 0.2522251337245815, + "TN": 37703423, + "TP": 11647, + "n_pred": 12939, + "n_ref": 44885 + }, + "14": { + "Dice": 0.34000214900897624, + "FN": 18003, + "FP": 301399, + "IoU": 0.2048208368498754, + "TN": 37347927, + "TP": 82271, + "n_pred": 383670, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5097, + "IoU": 0.0, + "TN": 37744503, + "TP": 0, + "n_pred": 5097, + "n_ref": 0 + }, + "2": { + "Dice": 0.2410694681372135, + "FN": 85959, + "FP": 3909, + "IoU": 0.13705457024610865, + "TN": 37645459, + "TP": 14273, + "n_pred": 18182, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6595111141887681, + "FN": 7745, + "FP": 75844, + "IoU": 0.4919929744808348, + "TN": 37585057, + "TP": 80954, + "n_pred": 156798, + "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": 0.08078686019862491, + "FN": 9626, + "FP": 0, + "IoU": 0.0420937406707135, + "TN": 37739551, + "TP": 423, + "n_pred": 423, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9291902071563088, + "FN": 88766, + "FP": 10874, + "IoU": 0.8677453394301794, + "TN": 36996205, + "TP": 653755, + "n_pred": 664629, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8413284923261468, + "FN": 31073, + "FP": 87447, + "IoU": 0.7261147674332619, + "TN": 37316864, + "TP": 314216, + "n_pred": 401663, + "n_ref": 345289 + }, + "8": { + "Dice": 0.911102797100806, + "FN": 6246, + "FP": 7773, + "IoU": 0.836720669935592, + "TN": 37663741, + "TP": 71840, + "n_pred": 79613, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8091907354433884, + "FN": 10925, + "FP": 9753, + "IoU": 0.679530097328126, + "TN": 37685076, + "TP": 43846, + "n_pred": 53599, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458489840428614, + "FN": 18483, + "FP": 2075, + "IoU": 0.8972613693153423, + "TN": 75706588, + "TP": 179542, + "n_pred": 181617, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8128933557969752, + "FN": 30157, + "FP": 8491, + "IoU": 0.6847686008384855, + "TN": 75784086, + "TP": 83954, + "n_pred": 92445, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5498664221691775, + "FN": 24109, + "FP": 4366, + "IoU": 0.3791832908191074, + "TN": 75860821, + "TP": 17392, + "n_pred": 21758, + "n_ref": 41501 + }, + "14": { + "Dice": 0.910855974313602, + "FN": 2972, + "FP": 20655, + "IoU": 0.8363044306647729, + "TN": 75762353, + "TP": 120708, + "n_pred": 141363, + "n_ref": 123680 + }, + "15": { + "Dice": 0.39979664550526756, + "FN": 140478, + "FP": 14, + "IoU": 0.2498411494903435, + "TN": 75719405, + "TP": 46791, + "n_pred": 46805, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8377817301804823, + "FN": 49046, + "FP": 6590, + "IoU": 0.7208471523258556, + "TN": 75707385, + "TP": 143667, + "n_pred": 150257, + "n_ref": 192713 + }, + "3": { + "Dice": 0.874851817977749, + "FN": 15449, + "FP": 52010, + "IoU": 0.7775436444338919, + "TN": 75603442, + "TP": 235787, + "n_pred": 287797, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8692626500061859, + "FN": 2072, + "FP": 6382, + "IoU": 0.7687573511310485, + "TN": 75870129, + "TP": 28105, + "n_pred": 34487, + "n_ref": 30177 + }, + "5": { + "Dice": 0.17903149976492713, + "FN": 8677, + "FP": 54, + "IoU": 0.09831663740576267, + "TN": 75897005, + "TP": 952, + "n_pred": 1006, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9675271716712198, + "FN": 65066, + "FP": 45146, + "IoU": 0.9370969822395374, + "TN": 74154594, + "TP": 1641882, + "n_pred": 1687028, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8734784130080332, + "FN": 39088, + "FP": 28888, + "IoU": 0.7753765423531667, + "TN": 75604066, + "TP": 234646, + "n_pred": 263534, + "n_ref": 273734 + }, + "8": { + "Dice": 0.938401812423016, + "FN": 6420, + "FP": 4782, + "IoU": 0.8839519729822126, + "TN": 75810159, + "TP": 85327, + "n_pred": 90109, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7634093028232525, + "FN": 27803, + "FP": 3153, + "IoU": 0.6173500290485667, + "TN": 75825789, + "TP": 49943, + "n_pred": 53096, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951751726192376, + "FN": 5590, + "FP": 3480, + "IoU": 0.9079449496589802, + "TN": 61289222, + "TP": 89458, + "n_pred": 92938, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8497528850745065, + "FN": 9537, + "FP": 14692, + "IoU": 0.7387568062968354, + "TN": 61295005, + "TP": 68516, + "n_pred": 83208, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.2941606810321894, + "FN": 30609, + "FP": 11843, + "IoU": 0.1724433701118952, + "TN": 61336452, + "TP": 8846, + "n_pred": 20689, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8727465223656736, + "FN": 7108, + "FP": 10200, + "IoU": 0.7742238455517871, + "TN": 61311090, + "TP": 59352, + "n_pred": 69552, + "n_ref": 66460 + }, + "15": { + "Dice": 0.45042790832608065, + "FN": 30310, + "FP": 0, + "IoU": 0.29067889822377196, + "TN": 61345019, + "TP": 12421, + "n_pred": 12421, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8842067450503599, + "FN": 5168, + "FP": 28356, + "IoU": 0.7924467558197127, + "TN": 61226230, + "TP": 127996, + "n_pred": 156352, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8664781274444913, + "FN": 18420, + "FP": 17084, + "IoU": 0.7644123579997877, + "TN": 61237046, + "TP": 115200, + "n_pred": 132284, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7177217990454818, + "FN": 7622, + "FP": 1309, + "IoU": 0.559723933941336, + "TN": 61367465, + "TP": 11354, + "n_pred": 12663, + "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": 0.9596033050510882, + "FN": 43926, + "FP": 36123, + "IoU": 0.9223436692080313, + "TN": 60356939, + "TP": 950762, + "n_pred": 986885, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7213331610585058, + "FN": 62896, + "FP": 27688, + "IoU": 0.5641290906203837, + "TN": 61179927, + "TP": 117239, + "n_pred": 144927, + "n_ref": 180135 + }, + "8": { + "Dice": 0.865422114859132, + "FN": 42825, + "FP": 20462, + "IoU": 0.7627701246368662, + "TN": 61120975, + "TP": 203488, + "n_pred": 223950, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8339920419072627, + "FN": 17467, + "FP": 7315, + "IoU": 0.7152541593896498, + "TN": 61300718, + "TP": 62250, + "n_pred": 69565, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682912668156523, + "FN": 8735, + "FP": 2843, + "IoU": 0.9385316181506395, + "TN": 39560443, + "TP": 176779, + "n_pred": 179622, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5611729320322815, + "FN": 23566, + "FP": 20641, + "IoU": 0.39002111131041906, + "TN": 39676327, + "TP": 28266, + "n_pred": 48907, + "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": 0.5299371567123559, + "FN": 22392, + "FP": 15606, + "IoU": 0.360486056179208, + "TN": 39689383, + "TP": 21419, + "n_pred": 37025, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2564312540592438, + "FN": 24252, + "FP": 28412, + "IoU": 0.14707263746052313, + "TN": 39687055, + "TP": 9081, + "n_pred": 37493, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7718361980815114, + "FN": 12088, + "FP": 11341, + "IoU": 0.6284472778597142, + "TN": 39685743, + "TP": 39628, + "n_pred": 50969, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8921496372725739, + "FN": 17374, + "FP": 6918, + "IoU": 0.8052979601651105, + "TN": 39624035, + "TP": 100473, + "n_pred": 107391, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9199569249516468, + "FN": 4424, + "FP": 18172, + "IoU": 0.8517779949753029, + "TN": 39596353, + "TP": 129851, + "n_pred": 148023, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7681541124238092, + "FN": 8461, + "FP": 782, + "IoU": 0.6235797189981673, + "TN": 39724245, + "TP": 15312, + "n_pred": 16094, + "n_ref": 23773 + }, + "5": { + "Dice": 0.28059544197075487, + "FN": 5459, + "FP": 2, + "IoU": 0.16319338032485442, + "TN": 39742274, + "TP": 1065, + "n_pred": 1067, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9687076978490023, + "FN": 32375, + "FP": 25486, + "IoU": 0.9393143881987089, + "TN": 38795345, + "TP": 895594, + "n_pred": 921080, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9075107763440277, + "FN": 113218, + "FP": 12925, + "IoU": 0.8306816732773605, + "TN": 39003795, + "TP": 618862, + "n_pred": 631787, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8929010775563058, + "FN": 1266, + "FP": 10313, + "IoU": 0.8065233010844319, + "TN": 39688953, + "TP": 48268, + "n_pred": 58581, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7928533358051584, + "FN": 7415, + "FP": 10463, + "IoU": 0.6567995085617753, + "TN": 39696708, + "TP": 34214, + "n_pred": 44677, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8779248435778632, + "FN": 13680, + "FP": 9479, + "IoU": 0.7824118006294922, + "TN": 101290173, + "TP": 83276, + "n_pred": 92755, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6998272533279138, + "FN": 34182, + "FP": 7174, + "IoU": 0.5382571316920672, + "TN": 101307043, + "TP": 48209, + "n_pred": 55383, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6344917637605464, + "FN": 24677, + "FP": 4435, + "IoU": 0.4646561235748437, + "TN": 101342228, + "TP": 25268, + "n_pred": 29703, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9563230605738576, + "FN": 13579, + "FP": 1217, + "IoU": 0.9163018022604623, + "TN": 101219830, + "TP": 161982, + "n_pred": 163199, + "n_ref": 175561 + }, + "15": { + "Dice": 0.13017916159332057, + "FN": 25003, + "FP": 0, + "IoU": 0.06962119520726352, + "TN": 101369734, + "TP": 1871, + "n_pred": 1871, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6696037397021933, + "FN": 85910, + "FP": 8658, + "IoU": 0.5033115017568555, + "TN": 101206211, + "TP": 95829, + "n_pred": 104487, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7679838036045474, + "FN": 4441, + "FP": 93887, + "IoU": 0.6233552820583538, + "TN": 101135545, + "TP": 162735, + "n_pred": 256622, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7968757396449704, + "FN": 1729, + "FP": 2562, + "IoU": 0.6623386842933585, + "TN": 101383900, + "TP": 8417, + "n_pred": 10979, + "n_ref": 10146 + }, + "5": { + "Dice": 0.04407881373146456, + "FN": 37648, + "FP": 0, + "IoU": 0.02253608889812026, + "TN": 101358092, + "TP": 868, + "n_pred": 868, + "n_ref": 38516 + }, + "6": { + "Dice": 0.969356173291357, + "FN": 63303, + "FP": 48430, + "IoU": 0.940534594174005, + "TN": 99517650, + "TP": 1767225, + "n_pred": 1815655, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8886135328616105, + "FN": 32526, + "FP": 74896, + "IoU": 0.7995540337553529, + "TN": 100860693, + "TP": 428493, + "n_pred": 503389, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8519047629007866, + "FN": 52075, + "FP": 18728, + "IoU": 0.7420157626062591, + "TN": 101122161, + "TP": 203644, + "n_pred": 222372, + "n_ref": 255719 + }, + "9": { + "Dice": 0.917142627302711, + "FN": 6812, + "FP": 7608, + "IoU": 0.8469653071837159, + "TN": 101302381, + "TP": 79807, + "n_pred": 87415, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8540847085270525, + "FN": 33108, + "FP": 29724, + "IoU": 0.7453297070756609, + "TN": 73636785, + "TP": 183887, + "n_pred": 213611, + "n_ref": 216995 + }, + "10": { + "Dice": 0.021397570904686608, + "FN": 74887, + "FP": 12374, + "IoU": 0.01081448733208638, + "TN": 73795289, + "TP": 954, + "n_pred": 13328, + "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": 13731, + "IoU": 0.0, + "TN": 73808534, + "TP": 0, + "n_pred": 13731, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8029221804666151, + "FN": 13436, + "FP": 29619, + "IoU": 0.6707351580364176, + "TN": 73752743, + "TP": 87706, + "n_pred": 117325, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8132959457880593, + "FN": 69033, + "FP": 1279, + "IoU": 0.6853401594959142, + "TN": 73660050, + "TP": 153142, + "n_pred": 154421, + "n_ref": 222175 + }, + "2": { + "Dice": 0.28766091541065353, + "FN": 157822, + "FP": 6744, + "IoU": 0.1679929623749962, + "TN": 73685710, + "TP": 33228, + "n_pred": 39972, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6496773827796103, + "FN": 32823, + "FP": 134022, + "IoU": 0.4811275279658408, + "TN": 73561951, + "TP": 154708, + "n_pred": 288730, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 10982, + "IoU": 0.0, + "TN": 73824634, + "TP": 0, + "n_pred": 10982, + "n_ref": 47888 + }, + "5": { + "Dice": 0.05064106694156304, + "FN": 14735, + "FP": 0, + "IoU": 0.025978318350079323, + "TN": 73868376, + "TP": 393, + "n_pred": 393, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7772762446872509, + "FN": 212229, + "FP": 641156, + "IoU": 0.6356924377317251, + "TN": 71541019, + "TP": 1489100, + "n_pred": 2130256, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4351186719520065, + "FN": 80559, + "FP": 158418, + "IoU": 0.27805218463100084, + "TN": 73552487, + "TP": 92040, + "n_pred": 250458, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7902257688088267, + "FN": 22902, + "FP": 7119, + "IoU": 0.6532010258068988, + "TN": 73796938, + "TP": 56545, + "n_pred": 63664, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7488434337612085, + "FN": 15479, + "FP": 34630, + "IoU": 0.59852096369711, + "TN": 73758693, + "TP": 74702, + "n_pred": 109332, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592946027658482, + "FN": 10768, + "FP": 4217, + "IoU": 0.9217734483892691, + "TN": 69304217, + "TP": 176574, + "n_pred": 180791, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6294834979260538, + "FN": 27029, + "FP": 20582, + "IoU": 0.4593038441882914, + "TN": 69407721, + "TP": 40444, + "n_pred": 61026, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5903082459488581, + "FN": 35907, + "FP": 22268, + "IoU": 0.41874987510740763, + "TN": 69395690, + "TP": 41911, + "n_pred": 64179, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8942624690484613, + "FN": 24631, + "FP": 5261, + "IoU": 0.8087475047346061, + "TN": 69339480, + "TP": 126404, + "n_pred": 131665, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7768494568028971, + "FN": 33930, + "FP": 578, + "IoU": 0.6351217036394781, + "TN": 69401202, + "TP": 60066, + "n_pred": 60644, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8531495482832496, + "FN": 37254, + "FP": 1611, + "IoU": 0.7439065372526539, + "TN": 69344015, + "TP": 112896, + "n_pred": 114507, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8837693609267213, + "FN": 16399, + "FP": 24679, + "IoU": 0.7917444029850746, + "TN": 69298528, + "TP": 156170, + "n_pred": 180849, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6094340532977371, + "FN": 18172, + "FP": 6113, + "IoU": 0.4382633234641007, + "TN": 69452544, + "TP": 18947, + "n_pred": 25060, + "n_ref": 37119 + }, + "5": { + "Dice": 0.27181390296886315, + "FN": 16090, + "FP": 0, + "IoU": 0.1572827737914419, + "TN": 69476683, + "TP": 3003, + "n_pred": 3003, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9395302881676405, + "FN": 127924, + "FP": 42216, + "IoU": 0.8859567394378942, + "TN": 68003886, + "TP": 1321750, + "n_pred": 1363966, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7914941904137832, + "FN": 15853, + "FP": 140699, + "IoU": 0.6549361899094095, + "TN": 69042086, + "TP": 297138, + "n_pred": 437837, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8337450636372705, + "FN": 17642, + "FP": 10691, + "IoU": 0.7148909193366607, + "TN": 69396400, + "TP": 71043, + "n_pred": 81734, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7605826816268176, + "FN": 22648, + "FP": 13691, + "IoU": 0.6136614926642568, + "TN": 69401716, + "TP": 57721, + "n_pred": 71412, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573805503129036, + "FN": 9652, + "FP": 7510, + "IoU": 0.9182454351875229, + "TN": 50623631, + "TP": 192759, + "n_pred": 200269, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8052856053790101, + "FN": 17214, + "FP": 11137, + "IoU": 0.6740402635179416, + "TN": 50746575, + "TP": 58626, + "n_pred": 69763, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6662611176371874, + "FN": 16501, + "FP": 15319, + "IoU": 0.49954389607121513, + "TN": 50769970, + "TP": 31762, + "n_pred": 47081, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4834572720649888, + "FN": 33151, + "FP": 4428, + "IoU": 0.3187890872836037, + "TN": 50778387, + "TP": 17586, + "n_pred": 22014, + "n_ref": 50737 + }, + "15": { + "Dice": 0.02348379345184457, + "FN": 34326, + "FP": 1435, + "IoU": 0.011881406979635821, + "TN": 50797361, + "TP": 430, + "n_pred": 1865, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8791733427613582, + "FN": 36758, + "FP": 11429, + "IoU": 0.78439724562526, + "TN": 50610053, + "TP": 175312, + "n_pred": 186741, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9017948671011203, + "FN": 6082, + "FP": 36836, + "IoU": 0.821153389367882, + "TN": 50593581, + "TP": 197053, + "n_pred": 233889, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7330862707920366, + "FN": 953, + "FP": 11435, + "IoU": 0.5786394557823129, + "TN": 50804152, + "TP": 17012, + "n_pred": 28447, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6280630726614106, + "FN": 6949, + "FP": 33, + "IoU": 0.457792964199736, + "TN": 50820675, + "TP": 5895, + "n_pred": 5928, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9780695781701363, + "FN": 38079, + "FP": 58708, + "IoU": 0.9570804012457225, + "TN": 48578475, + "TP": 2158290, + "n_pred": 2216998, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7236476688190873, + "FN": 16780, + "FP": 144822, + "IoU": 0.5669654460924206, + "TN": 50460367, + "TP": 211583, + "n_pred": 356405, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9486311049841564, + "FN": 7274, + "FP": 3085, + "IoU": 0.9022818817270232, + "TN": 50727543, + "TP": 95650, + "n_pred": 98735, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8544876428595052, + "FN": 24688, + "FP": 6111, + "IoU": 0.7459436273498915, + "TN": 50712323, + "TP": 90430, + "n_pred": 96541, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9550088836897415, + "FN": 16838, + "FP": 1546, + "IoU": 0.9138918683459876, + "TN": 76671361, + "TP": 195115, + "n_pred": 196661, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6599601954043786, + "FN": 19364, + "FP": 27621, + "IoU": 0.49249297904515016, + "TN": 76792280, + "TP": 45595, + "n_pred": 73216, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.47359521137298916, + "FN": 26959, + "FP": 8218, + "IoU": 0.31026842610929195, + "TN": 76833859, + "TP": 15824, + "n_pred": 24042, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8425552772029191, + "FN": 19625, + "FP": 3503, + "IoU": 0.7279442902178516, + "TN": 76799848, + "TP": 61884, + "n_pred": 65387, + "n_ref": 81509 + }, + "15": { + "Dice": 0.0, + "FN": 40015, + "FP": 0, + "IoU": 0.0, + "TN": 76844845, + "TP": 0, + "n_pred": 0, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9106404958677686, + "FN": 6932, + "FP": 12098, + "IoU": 0.8359412043622569, + "TN": 76768865, + "TP": 96965, + "n_pred": 109063, + "n_ref": 103897 + }, + "3": { + "Dice": 0.925378609233349, + "FN": 9115, + "FP": 5125, + "IoU": 0.8611205929682547, + "TN": 76782325, + "TP": 88295, + "n_pred": 93420, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7862559685422713, + "FN": 3887, + "FP": 7528, + "IoU": 0.6477938907744524, + "TN": 76852450, + "TP": 20995, + "n_pred": 28523, + "n_ref": 24882 + }, + "5": { + "Dice": 0.009475679090334808, + "FN": 15680, + "FP": 0, + "IoU": 0.004760393525864805, + "TN": 76869105, + "TP": 75, + "n_pred": 75, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9691530478845358, + "FN": 24608, + "FP": 45825, + "IoU": 0.9401522174515601, + "TN": 75707991, + "TP": 1106436, + "n_pred": 1152261, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7444285649812706, + "FN": 37445, + "FP": 47498, + "IoU": 0.5929002079998467, + "TN": 76676206, + "TP": 123711, + "n_pred": 171209, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9122747096841994, + "FN": 7860, + "FP": 5496, + "IoU": 0.8386995483200889, + "TN": 76802058, + "TP": 69446, + "n_pred": 74942, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8158737676517144, + "FN": 26307, + "FP": 3239, + "IoU": 0.689009115213776, + "TN": 76789854, + "TP": 65460, + "n_pred": 68699, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7819644020457217, + "FN": 20144, + "FP": 38092, + "IoU": 0.6419881351243353, + "TN": 130837267, + "TP": 104429, + "n_pred": 142521, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6570543586901664, + "FN": 24365, + "FP": 10290, + "IoU": 0.48926355503809704, + "TN": 130932079, + "TP": 33198, + "n_pred": 43488, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.30904792179925294, + "FN": 62862, + "FP": 6692, + "IoU": 0.18276562995687884, + "TN": 130914823, + "TP": 15555, + "n_pred": 22247, + "n_ref": 78417 + }, + "14": { + "Dice": 0.18271365469560208, + "FN": 850986, + "FP": 136, + "IoU": 0.10054202804511651, + "TN": 130053671, + "TP": 95139, + "n_pred": 95275, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 4477, + "IoU": 0.0, + "TN": 130970145, + "TP": 0, + "n_pred": 4477, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5481914676984168, + "FN": 132710, + "FP": 9288, + "IoU": 0.37759212423786837, + "TN": 130771789, + "TP": 86145, + "n_pred": 95433, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7834601350253357, + "FN": 17875, + "FP": 128703, + "IoU": 0.6440069557783477, + "TN": 130588188, + "TP": 265166, + "n_pred": 393869, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 5140, + "IoU": 0.0, + "TN": 130992512, + "TP": 0, + "n_pred": 5140, + "n_ref": 2280 + }, + "5": { + "Dice": 0.023575474841719426, + "FN": 23436, + "FP": 6, + "IoU": 0.011928345626975765, + "TN": 130976207, + "TP": 283, + "n_pred": 289, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9329458839343889, + "FN": 89098, + "FP": 109835, + "IoU": 0.8743191838988453, + "TN": 129417089, + "TP": 1383910, + "n_pred": 1493745, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3895669723638383, + "FN": 96745, + "FP": 239592, + "IoU": 0.2419020013118183, + "TN": 130556273, + "TP": 107322, + "n_pred": 346914, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9090787140479654, + "FN": 17594, + "FP": 4095, + "IoU": 0.8333128391152647, + "TN": 130869814, + "TP": 108429, + "n_pred": 112524, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7104522788567881, + "FN": 20603, + "FP": 9243, + "IoU": 0.550931359272968, + "TN": 130933470, + "TP": 36616, + "n_pred": 45859, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392115395043653, + "FN": 5457, + "FP": 1269, + "IoU": 0.8853900419180043, + "TN": 74368012, + "TP": 51960, + "n_pred": 53229, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4891999066946583, + "FN": 52560, + "FP": 2185, + "IoU": 0.3238018774703557, + "TN": 74345738, + "TP": 26215, + "n_pred": 28400, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.39179957496161916, + "FN": 74106, + "FP": 16615, + "IoU": 0.24362608594153842, + "TN": 74306756, + "TP": 29221, + "n_pred": 45836, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8553298676930788, + "FN": 37786, + "FP": 7242, + "IoU": 0.7472282569033946, + "TN": 74248561, + "TP": 133109, + "n_pred": 140351, + "n_ref": 170895 + }, + "15": { + "Dice": 0.0683359415753782, + "FN": 21432, + "FP": 0, + "IoU": 0.035376721577099646, + "TN": 74404480, + "TP": 786, + "n_pred": 786, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8792017451592703, + "FN": 11344, + "FP": 18171, + "IoU": 0.7844424644328241, + "TN": 74289774, + "TP": 107409, + "n_pred": 125580, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9017350845732565, + "FN": 19560, + "FP": 4770, + "IoU": 0.8210542574082654, + "TN": 74290735, + "TP": 111633, + "n_pred": 116403, + "n_ref": 131193 + }, + "4": { + "Dice": 0.4020211011335969, + "FN": 22782, + "FP": 59, + "IoU": 0.2515809823388709, + "TN": 74396179, + "TP": 7678, + "n_pred": 7737, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9621726132467618, + "FN": 26151, + "FP": 41582, + "IoU": 0.9271027393648221, + "TN": 73497541, + "TP": 861424, + "n_pred": 903006, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5928217497312744, + "FN": 82677, + "FP": 10509, + "IoU": 0.4212840481424898, + "TN": 74265676, + "TP": 67836, + "n_pred": 78345, + "n_ref": 150513 + }, + "8": { + "Dice": 0.801613887401467, + "FN": 11046, + "FP": 4885, + "IoU": 0.668911195627325, + "TN": 74378581, + "TP": 32186, + "n_pred": 37071, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6589157451520317, + "FN": 11159, + "FP": 12252, + "IoU": 0.49133061011646095, + "TN": 74380674, + "TP": 22613, + "n_pred": 34865, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958133940587379, + "FN": 9758, + "FP": 1659, + "IoU": 0.9196325496269182, + "TN": 106504628, + "TP": 130643, + "n_pred": 132302, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7880087829870288, + "FN": 21825, + "FP": 19883, + "IoU": 0.6501769748209283, + "TN": 106527462, + "TP": 77518, + "n_pred": 97401, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.35741381046695087, + "FN": 30296, + "FP": 7988, + "IoU": 0.21759211951523574, + "TN": 106597757, + "TP": 10647, + "n_pred": 18635, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9350005405210623, + "FN": 5387, + "FP": 3632, + "IoU": 0.8779352254117775, + "TN": 106572801, + "TP": 64868, + "n_pred": 68500, + "n_ref": 70255 + }, + "15": { + "Dice": 0.06044256498122562, + "FN": 25732, + "FP": 41, + "IoU": 0.03116307044583114, + "TN": 106620086, + "TP": 829, + "n_pred": 870, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7338633486082279, + "FN": 72489, + "FP": 10329, + "IoU": 0.5796083288494533, + "TN": 106449686, + "TP": 114184, + "n_pred": 124513, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7808261869452147, + "FN": 5174, + "FP": 76406, + "IoU": 0.6404551825049141, + "TN": 106419790, + "TP": 145318, + "n_pred": 221724, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8371705192940195, + "FN": 1047, + "FP": 2468, + "IoU": 0.7199426340530635, + "TN": 106634137, + "TP": 9036, + "n_pred": 11504, + "n_ref": 10083 + }, + "5": { + "Dice": 0.14219991635299037, + "FN": 4102, + "FP": 0, + "IoU": 0.07654209815398469, + "TN": 106642246, + "TP": 340, + "n_pred": 340, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9677197677851028, + "FN": 43232, + "FP": 38784, + "IoU": 0.9374583931620282, + "TN": 105335305, + "TP": 1229367, + "n_pred": 1268151, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.87412415645707, + "FN": 29009, + "FP": 59648, + "IoU": 0.7763948054044375, + "TN": 106250199, + "TP": 307832, + "n_pred": 367480, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8758343752687532, + "FN": 4835, + "FP": 13934, + "IoU": 0.779097275348673, + "TN": 106561723, + "TP": 66196, + "n_pred": 80130, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8188811235224234, + "FN": 23394, + "FP": 3895, + "IoU": 0.6933096573348768, + "TN": 106557709, + "TP": 61690, + "n_pred": 65585, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9228587305970632, + "FN": 19398, + "FP": 3229, + "IoU": 0.8567666626575428, + "TN": 107968955, + "TP": 135346, + "n_pred": 138575, + "n_ref": 154744 + }, + "10": { + "Dice": 0.794454786517661, + "FN": 14779, + "FP": 19560, + "IoU": 0.6590004071459072, + "TN": 108026227, + "TP": 66362, + "n_pred": 85922, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6504255757556545, + "FN": 36386, + "FP": 7724, + "IoU": 0.48194865290207406, + "TN": 108041782, + "TP": 41036, + "n_pred": 48760, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6754047312647952, + "FN": 18637, + "FP": 1794, + "IoU": 0.5098951711564756, + "TN": 108085241, + "TP": 21256, + "n_pred": 23050, + "n_ref": 39893 + }, + "15": { + "Dice": 0.13510922413202767, + "FN": 25258, + "FP": 2, + "IoU": 0.07244886718319686, + "TN": 108099695, + "TP": 1973, + "n_pred": 1975, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9478102012247523, + "FN": 15037, + "FP": 4275, + "IoU": 0.900797748018472, + "TN": 107932255, + "TP": 175361, + "n_pred": 179636, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9524173261226028, + "FN": 13206, + "FP": 5482, + "IoU": 0.9091571957728541, + "TN": 107921210, + "TP": 187030, + "n_pred": 192512, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9004162767433606, + "FN": 5406, + "FP": 766, + "IoU": 0.8188701393983859, + "TN": 108092853, + "TP": 27903, + "n_pred": 28669, + "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": 0.9682661411468757, + "FN": 53298, + "FP": 40179, + "IoU": 0.9384844093642527, + "TN": 106607362, + "TP": 1426089, + "n_pred": 1466268, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8997542003267337, + "FN": 16254, + "FP": 37254, + "IoU": 0.8177756284949496, + "TN": 107833290, + "TP": 240130, + "n_pred": 277384, + "n_ref": 256384 + }, + "8": { + "Dice": 0.882234693996119, + "FN": 5208, + "FP": 4927, + "IoU": 0.7892843777288037, + "TN": 108078830, + "TP": 37963, + "n_pred": 42890, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8653035121681416, + "FN": 11675, + "FP": 3911, + "IoU": 0.7625858733567914, + "TN": 108061279, + "TP": 50063, + "n_pred": 53974, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.823854490589871, + "FN": 30574, + "FP": 9587, + "IoU": 0.7004698687350835, + "TN": 62436080, + "TP": 93919, + "n_pred": 103506, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6521156218158417, + "FN": 22666, + "FP": 16256, + "IoU": 0.48380679557571415, + "TN": 62494758, + "TP": 36480, + "n_pred": 52736, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6410134560552249, + "FN": 16080, + "FP": 12626, + "IoU": 0.4716849176405632, + "TN": 62515825, + "TP": 25629, + "n_pred": 38255, + "n_ref": 41709 + }, + "14": { + "Dice": 0.936747198749209, + "FN": 39888, + "FP": 2591, + "IoU": 0.8810202029538382, + "TN": 62213133, + "TP": 314548, + "n_pred": 317139, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5847930364103516, + "FN": 31479, + "FP": 53523, + "IoU": 0.41322085847220114, + "TN": 62425298, + "TP": 59860, + "n_pred": 113383, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7434646382323644, + "FN": 64386, + "FP": 6437, + "IoU": 0.591678245478498, + "TN": 62396711, + "TP": 102626, + "n_pred": 109063, + "n_ref": 167012 + }, + "3": { + "Dice": 0.846208611997348, + "FN": 9997, + "FP": 59127, + "IoU": 0.7334156077055092, + "TN": 62310865, + "TP": 190171, + "n_pred": 249298, + "n_ref": 200168 + }, + "4": { + "Dice": 0.888716865075214, + "FN": 2241, + "FP": 3078, + "IoU": 0.7997213645605844, + "TN": 62543602, + "TP": 21239, + "n_pred": 24317, + "n_ref": 23480 + }, + "5": { + "Dice": 0.025839169282781935, + "FN": 8068, + "FP": 0, + "IoU": 0.01308868501529052, + "TN": 62561985, + "TP": 107, + "n_pred": 107, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9697387553148237, + "FN": 50330, + "FP": 37496, + "IoU": 0.9412552013554125, + "TN": 61075117, + "TP": 1407217, + "n_pred": 1444713, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8530585124415214, + "FN": 30125, + "FP": 24056, + "IoU": 0.7437681186835845, + "TN": 62358707, + "TP": 157272, + "n_pred": 181328, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9007312920423145, + "FN": 5583, + "FP": 8643, + "IoU": 0.8193913694821435, + "TN": 62491393, + "TP": 64541, + "n_pred": 73184, + "n_ref": 70124 + }, + "9": { + "Dice": 0.737093653250774, + "FN": 11503, + "FP": 15671, + "IoU": 0.5836487045520707, + "TN": 62504893, + "TP": 38093, + "n_pred": 53764, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7614986395501895, + "FN": 99632, + "FP": 13794, + "IoU": 0.6148549076067396, + "TN": 55086746, + "TP": 181076, + "n_pred": 194870, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8365868357614505, + "FN": 12714, + "FP": 12232, + "IoU": 0.719079740093017, + "TN": 55292447, + "TP": 63855, + "n_pred": 76087, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6242265966508476, + "FN": 21527, + "FP": 18618, + "IoU": 0.45372776878172244, + "TN": 55307759, + "TP": 33344, + "n_pred": 51962, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9230854516499688, + "FN": 3603, + "FP": 11659, + "IoU": 0.857157564696523, + "TN": 55274403, + "TP": 91583, + "n_pred": 103242, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7580070769475828, + "FN": 21237, + "FP": 21301, + "IoU": 0.6103151337486259, + "TN": 55272088, + "TP": 66622, + "n_pred": 87923, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8799776750282903, + "FN": 23511, + "FP": 23369, + "IoU": 0.7856786917622532, + "TN": 55162511, + "TP": 171857, + "n_pred": 195226, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8718715085383075, + "FN": 30158, + "FP": 15026, + "IoU": 0.7728476987658045, + "TN": 55182333, + "TP": 153731, + "n_pred": 168757, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6513097072419106, + "FN": 3182, + "FP": 1344, + "IoU": 0.4829201416657146, + "TN": 55372495, + "TP": 4227, + "n_pred": 5571, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0028328611898017, + "FN": 5632, + "FP": 0, + "IoU": 0.0014184397163120568, + "TN": 55375608, + "TP": 8, + "n_pred": 8, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9475510517020759, + "FN": 65183, + "FP": 93525, + "IoU": 0.9003297055258647, + "TN": 53788918, + "TP": 1433622, + "n_pred": 1527147, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8337568517490824, + "FN": 46799, + "FP": 4426, + "IoU": 0.7149082530512748, + "TN": 55201569, + "TP": 128454, + "n_pred": 132880, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9141720020764839, + "FN": 4788, + "FP": 3148, + "IoU": 0.8419123505976096, + "TN": 55331048, + "TP": 42264, + "n_pred": 45412, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8206291252656951, + "FN": 10571, + "FP": 7066, + "IoU": 0.6958193922251733, + "TN": 55323266, + "TP": 40345, + "n_pred": 47411, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8131818487066623, + "FN": 88939, + "FP": 2864, + "IoU": 0.6851781360274072, + "TN": 110855012, + "TP": 199800, + "n_pred": 202664, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8095252369618523, + "FN": 14760, + "FP": 17011, + "IoU": 0.6800020144029814, + "TN": 111047330, + "TP": 67514, + "n_pred": 84525, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.596565954868999, + "FN": 31081, + "FP": 11541, + "IoU": 0.4250758750927362, + "TN": 111072480, + "TP": 31513, + "n_pred": 43054, + "n_ref": 62594 + }, + "14": { + "Dice": 0.514974982130093, + "FN": 26707, + "FP": 435, + "IoU": 0.3467786575533682, + "TN": 111105064, + "TP": 14409, + "n_pred": 14844, + "n_ref": 41116 + }, + "15": { + "Dice": 0.20695453726502913, + "FN": 21918, + "FP": 4492, + "IoU": 0.11542068595927117, + "TN": 111116759, + "TP": 3446, + "n_pred": 7938, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7433597285359559, + "FN": 11741, + "FP": 87790, + "IoU": 0.5915453653812218, + "TN": 110902938, + "TP": 144146, + "n_pred": 231936, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7263983555676001, + "FN": 102500, + "FP": 4516, + "IoU": 0.5703497312076186, + "TN": 110897538, + "TP": 142061, + "n_pred": 146577, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8954544237002116, + "FN": 2123, + "FP": 1780, + "IoU": 0.8106993888834999, + "TN": 111125997, + "TP": 16715, + "n_pred": 18495, + "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": 0.9580209885957394, + "FN": 24985, + "FP": 113413, + "IoU": 0.9194244587562543, + "TN": 109428997, + "TP": 1579220, + "n_pred": 1692633, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4646463691823513, + "FN": 231208, + "FP": 108665, + "IoU": 0.30263149795327937, + "TN": 110659250, + "TP": 147492, + "n_pred": 256157, + "n_ref": 378700 + }, + "8": { + "Dice": 0.83704523685252, + "FN": 7580, + "FP": 20831, + "IoU": 0.7197573485894654, + "TN": 111045235, + "TP": 72969, + "n_pred": 93800, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8531745655533329, + "FN": 10858, + "FP": 4629, + "IoU": 0.743944579468611, + "TN": 111086132, + "TP": 44996, + "n_pred": 49625, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959652950300768, + "FN": 11947, + "FP": 4050, + "IoU": 0.9224354032418385, + "TN": 96914784, + "TP": 190244, + "n_pred": 194294, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7775679604396202, + "FN": 17165, + "FP": 15581, + "IoU": 0.6360827721099775, + "TN": 97031043, + "TP": 57236, + "n_pred": 72817, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.662770711584737, + "FN": 23415, + "FP": 5034, + "IoU": 0.49562982005141387, + "TN": 97064620, + "TP": 27956, + "n_pred": 32990, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9202643471941498, + "FN": 11741, + "FP": 9325, + "IoU": 0.8523052330472826, + "TN": 96978393, + "TP": 121566, + "n_pred": 130891, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7345690808331741, + "FN": 28137, + "FP": 1032, + "IoU": 0.5804892781636968, + "TN": 97051494, + "TP": 40362, + "n_pred": 41394, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7389806267065401, + "FN": 65091, + "FP": 7179, + "IoU": 0.5860184564623395, + "TN": 96946452, + "TP": 102303, + "n_pred": 109482, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8375845060880784, + "FN": 12755, + "FP": 67558, + "IoU": 0.7205551805485, + "TN": 96833623, + "TP": 207089, + "n_pred": 274647, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8358481669220794, + "FN": 3052, + "FP": 2518, + "IoU": 0.717988962584173, + "TN": 97101274, + "TP": 14181, + "n_pred": 16699, + "n_ref": 17233 + }, + "5": { + "Dice": 0.020182757250695273, + "FN": 12331, + "FP": 0, + "IoU": 0.010194252689035158, + "TN": 97108567, + "TP": 127, + "n_pred": 127, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9774522181810849, + "FN": 36578, + "FP": 34983, + "IoU": 0.9558988201435302, + "TN": 95498370, + "TP": 1551094, + "n_pred": 1586077, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8597238945059295, + "FN": 66144, + "FP": 18904, + "IoU": 0.7539611593750091, + "TN": 96775356, + "TP": 260621, + "n_pred": 279525, + "n_ref": 326765 + }, + "8": { + "Dice": 0.902885690925598, + "FN": 10107, + "FP": 9254, + "IoU": 0.8229641008759898, + "TN": 97011663, + "TP": 90001, + "n_pred": 99255, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8631596526386106, + "FN": 17916, + "FP": 6666, + "IoU": 0.759261979610424, + "TN": 97018914, + "TP": 77529, + "n_pred": 84195, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564378245135574, + "FN": 14772, + "FP": 1840, + "IoU": 0.9165125442264394, + "TN": 78857429, + "TP": 182364, + "n_pred": 184204, + "n_ref": 197136 + }, + "10": { + "Dice": 0.821535500427716, + "FN": 16182, + "FP": 17198, + "IoU": 0.6971236729879321, + "TN": 78946195, + "TP": 76830, + "n_pred": 94028, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6835915218788762, + "FN": 27724, + "FP": 7223, + "IoU": 0.519285262318083, + "TN": 78983707, + "TP": 37751, + "n_pred": 44974, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4233732550156381, + "FN": 26778, + "FP": 3458, + "IoU": 0.268531062512096, + "TN": 79015069, + "TP": 11100, + "n_pred": 14558, + "n_ref": 37878 + }, + "15": { + "Dice": 0.026125710773013677, + "FN": 38022, + "FP": 0, + "IoU": 0.013235752102148864, + "TN": 79017873, + "TP": 510, + "n_pred": 510, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9152952397468135, + "FN": 7186, + "FP": 12352, + "IoU": 0.843819694801717, + "TN": 78931306, + "TP": 105561, + "n_pred": 117913, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9006591984111856, + "FN": 19796, + "FP": 2613, + "IoU": 0.8192720556805626, + "TN": 78932412, + "TP": 101584, + "n_pred": 104197, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6038508807865629, + "FN": 4797, + "FP": 38, + "IoU": 0.4325117370892019, + "TN": 79047885, + "TP": 3685, + "n_pred": 3723, + "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": 0.9703002300977686, + "FN": 51896, + "FP": 25652, + "IoU": 0.9423137291658298, + "TN": 77712099, + "TP": 1266758, + "n_pred": 1292410, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8570573727794287, + "FN": 114466, + "FP": 5451, + "IoU": 0.7498691118587785, + "TN": 78576988, + "TP": 359500, + "n_pred": 364951, + "n_ref": 473966 + }, + "8": { + "Dice": 0.902168147460549, + "FN": 4314, + "FP": 1588, + "IoU": 0.8217726105994262, + "TN": 79023290, + "TP": 27213, + "n_pred": 28801, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8657682672863912, + "FN": 13920, + "FP": 3870, + "IoU": 0.7633080986149732, + "TN": 78981244, + "TP": 57371, + "n_pred": 61241, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623069916818109, + "FN": 10492, + "FP": 6972, + "IoU": 0.9273522939519869, + "TN": 122471547, + "TP": 222929, + "n_pred": 229901, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8048997627493113, + "FN": 24054, + "FP": 17803, + "IoU": 0.6734997932901192, + "TN": 122583741, + "TP": 86342, + "n_pred": 104145, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.19782837305358117, + "FN": 45993, + "FP": 17320, + "IoU": 0.10977221597300338, + "TN": 122640820, + "TP": 7807, + "n_pred": 25127, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8747448581033066, + "FN": 20912, + "FP": 3941, + "IoU": 0.7773746820022215, + "TN": 122600304, + "TP": 86783, + "n_pred": 90724, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6632515714229709, + "FN": 25712, + "FP": 57, + "IoU": 0.49616783326164315, + "TN": 122660794, + "TP": 25377, + "n_pred": 25434, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6115070123325942, + "FN": 71167, + "FP": 12406, + "IoU": 0.4404105874239188, + "TN": 122562593, + "TP": 65774, + "n_pred": 78180, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7593116651274001, + "FN": 4880, + "FP": 84509, + "IoU": 0.6120083858170312, + "TN": 122481551, + "TP": 141000, + "n_pred": 225509, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7352538679450861, + "FN": 23299, + "FP": 7074, + "IoU": 0.581345021985141, + "TN": 122639391, + "TP": 42176, + "n_pred": 49250, + "n_ref": 65475 + }, + "5": { + "Dice": 0.09422940437844625, + "FN": 16346, + "FP": 245, + "IoU": 0.049444253466254154, + "TN": 122694486, + "TP": 863, + "n_pred": 1108, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9757042018225366, + "FN": 46290, + "FP": 36606, + "IoU": 0.9525609726786088, + "TN": 120964518, + "TP": 1664526, + "n_pred": 1701132, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6863383056926416, + "FN": 130300, + "FP": 268141, + "IoU": 0.5224619920538374, + "TN": 121877575, + "TP": 435924, + "n_pred": 704065, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8726149665771422, + "FN": 11848, + "FP": 24531, + "IoU": 0.7740168094371386, + "TN": 122550959, + "TP": 124602, + "n_pred": 149133, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7742123121667475, + "FN": 18844, + "FP": 13762, + "IoU": 0.6316039228092376, + "TN": 122623432, + "TP": 55902, + "n_pred": 69664, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681572/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a261465ced0d21d16272e9c181d286ee3edeb846 --- /dev/null +++ b/nnActive_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3111705617323556, + "FN": 3305.228888888889, + "FP": 7353.235555555557, + "IoU": 0.26167653949967545, + "TN": 748861.4288888888, + "TP": 11500.906666666668, + "n_pred": 18854.14222222222, + "n_ref": 14806.135555555553 + }, + "mean": { + "1": { + "Dice": 0.44422118099987173, + "FN": 12761.7, + "FP": 6490.366666666667, + "IoU": 0.36671410906439456, + "TN": 735119.8333333334, + "TP": 16648.9, + "n_pred": 23139.266666666666, + "n_ref": 29410.6 + }, + "10": { + "Dice": 0.22666226798866929, + "FN": 2426.2, + "FP": 2431.233333333333, + "IoU": 0.1751901271397729, + "TN": 763202.1666666666, + "TP": 2961.2, + "n_pred": 5392.433333333333, + "n_ref": 5387.4 + }, + "11": { + "Dice": 0.0, + "FN": 178.73333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 770842.0666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 178.73333333333332 + }, + "12": { + "Dice": 0.0, + "FN": 162.83333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 770857.9666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 162.83333333333334 + }, + "13": { + "Dice": 0.2000464837790236, + "FN": 1503.1666666666667, + "FP": 2304.5666666666666, + "IoU": 0.14118248474365605, + "TN": 766584.4333333333, + "TP": 628.6333333333333, + "n_pred": 2933.2, + "n_ref": 2131.8 + }, + "14": { + "Dice": 0.4569795121737171, + "FN": 2892.4666666666667, + "FP": 17142.533333333333, + "IoU": 0.37967891146956456, + "TN": 745706.9666666667, + "TP": 5278.833333333333, + "n_pred": 22421.366666666665, + "n_ref": 8171.3 + }, + "15": { + "Dice": 0.19787797794649387, + "FN": 1394.8666666666666, + "FP": 1242.2666666666667, + "IoU": 0.16537757173036488, + "TN": 766912.2333333333, + "TP": 1471.4333333333334, + "n_pred": 2713.7, + "n_ref": 2866.3 + }, + "2": { + "Dice": 0.5277642685319025, + "FN": 4452.733333333334, + "FP": 2966.0333333333333, + "IoU": 0.4637311810344048, + "TN": 740373.6666666666, + "TP": 23228.366666666665, + "n_pred": 26194.4, + "n_ref": 27681.1 + }, + "3": { + "Dice": 0.3748110899909759, + "FN": 1160.2666666666667, + "FP": 5814.566666666667, + "IoU": 0.3270930660476852, + "TN": 755804.3666666667, + "TP": 8241.6, + "n_pred": 14056.166666666666, + "n_ref": 9401.866666666667 + }, + "4": { + "Dice": 0.2168235351764281, + "FN": 404.4, + "FP": 1318.5333333333333, + "IoU": 0.17085143541320763, + "TN": 768362.1666666666, + "TP": 935.7, + "n_pred": 2254.233333333333, + "n_ref": 1340.1 + }, + "5": { + "Dice": 0.0, + "FN": 1383.1666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 769637.6333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1383.1666666666667 + }, + "6": { + "Dice": 0.6981181870716706, + "FN": 9378.966666666667, + "FP": 45450.26666666667, + "IoU": 0.6074511148971866, + "TN": 637321.3, + "TP": 78870.26666666666, + "n_pred": 124320.53333333334, + "n_ref": 88249.23333333334 + }, + "7": { + "Dice": 0.3927123477767808, + "FN": 7197.666666666667, + "FP": 22795.0, + "IoU": 0.3199394113558664, + "TN": 713311.3666666667, + "TP": 27716.766666666666, + "n_pred": 50511.76666666667, + "n_ref": 34914.433333333334 + }, + "8": { + "Dice": 0.5703919334085018, + "FN": 2687.9, + "FP": 548.6333333333333, + "IoU": 0.5130898888906517, + "TN": 764018.6666666666, + "TP": 3765.6, + "n_pred": 4314.233333333334, + "n_ref": 6453.5 + }, + "9": { + "Dice": 0.36114964114129827, + "FN": 1593.3666666666666, + "FP": 1794.5333333333333, + "IoU": 0.29484879070837716, + "TN": 764866.6, + "TP": 2766.3, + "n_pred": 4560.833333333333, + "n_ref": 4359.666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.7106340074728664, + "FN": 2793, + "FP": 11844, + "IoU": 0.55114995400184, + "TN": 493086, + "TP": 17973, + "n_pred": 29817, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41352792099973784, + "FN": 12519, + "FP": 7614, + "IoU": 0.2606588079762036, + "TN": 498465, + "TP": 7098, + "n_pred": 14712, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9033058973380834, + "FN": 12660, + "FP": 2295, + "IoU": 0.8236625829805799, + "TN": 440887, + "TP": 69854, + "n_pred": 72149, + "n_ref": 82514 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5988, + "IoU": 0.0, + "TN": 519708, + "TP": 0, + "n_pred": 5988, + "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": 0.6486725012870486, + "FN": 828, + "FP": 8726, + "IoU": 0.4800261238706868, + "TN": 507322, + "TP": 8820, + "n_pred": 17546, + "n_ref": 9648 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "9": { + "Dice": 0.647789046653144, + "FN": 2474, + "FP": 10549, + "IoU": 0.47905916236649465, + "TN": 500697, + "TP": 11976, + "n_pred": 22525, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12758775877587758, + "FN": 68, + "FP": 30948, + "IoU": 0.06814084845571446, + "TN": 1719036, + "TP": 2268, + "n_pred": 33216, + "n_ref": 2336 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5532, + "IoU": 0.0, + "TN": 1746788, + "TP": 0, + "n_pred": 5532, + "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": 12042, + "IoU": 0.0, + "TN": 1740278, + "TP": 0, + "n_pred": 12042, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 140511, + "IoU": 0.0, + "TN": 1611809, + "TP": 0, + "n_pred": 140511, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 1752073, + "TP": 0, + "n_pred": 247, + "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": 31992, + "IoU": 0.0, + "TN": 1720328, + "TP": 0, + "n_pred": 31992, + "n_ref": 0 + }, + "4": { + "Dice": 0.007291206363234644, + "FN": 179, + "FP": 8807, + "IoU": 0.0036589422330635325, + "TN": 1743301, + "TP": 33, + "n_pred": 8840, + "n_ref": 212 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2547595243217704, + "FN": 996, + "FP": 352324, + "IoU": 0.14597388031741965, + "TN": 1338609, + "TP": 60391, + "n_pred": 412715, + "n_ref": 61387 + }, + "7": { + "Dice": 0.3051782954921331, + "FN": 2707, + "FP": 138034, + "IoU": 0.1800651329165914, + "TN": 1580671, + "TP": 30908, + "n_pred": 168942, + "n_ref": 33615 + }, + "8": { + "Dice": 0.12801780444143404, + "FN": 17205, + "FP": 818, + "IoU": 0.06838622971156828, + "TN": 1732974, + "TP": 1323, + "n_pred": 2141, + "n_ref": 18528 + }, + "9": { + "Dice": 0.0, + "FN": 8, + "FP": 9412, + "IoU": 0.0, + "TN": 1742900, + "TP": 0, + "n_pred": 9412, + "n_ref": 8 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 672, + "IoU": 0.0, + "TN": 174560, + "TP": 0, + "n_pred": 672, + "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": 0.0, + "FN": 6951, + "FP": 0, + "IoU": 0.0, + "TN": 168281, + "TP": 0, + "n_pred": 0, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9484167560332859, + "FN": 4883, + "FP": 1322, + "IoU": 0.9018941310397167, + "TN": 111984, + "TP": 57043, + "n_pred": 58365, + "n_ref": 61926 + }, + "7": { + "Dice": 0.791388113912723, + "FN": 3560, + "FP": 403, + "IoU": 0.6547909407665505, + "TN": 163752, + "TP": 7517, + "n_pred": 7920, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9411176877546314, + "FN": 1222, + "FP": 310, + "IoU": 0.8887840290381125, + "TN": 161457, + "TP": 12243, + "n_pred": 12553, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.8313077297034517, + "FN": 258, + "FP": 89, + "IoU": 0.7113144758735441, + "TN": 524494, + "TP": 855, + "n_pred": 944, + "n_ref": 1113 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 525667, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.5854227405247814, + "FN": 73, + "FP": 638, + "IoU": 0.41384995877988456, + "TN": 524483, + "TP": 502, + "n_pred": 1140, + "n_ref": 575 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3876464323748669, + "FN": 8, + "FP": 567, + "IoU": 0.2404227212681638, + "TN": 524939, + "TP": 182, + "n_pred": 749, + "n_ref": 190 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 958, + "IoU": 0.0, + "TN": 524738, + "TP": 0, + "n_pred": 958, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4391336818521285, + "FN": 16, + "FP": 14253, + "IoU": 0.2813397129186603, + "TN": 1732465, + "TP": 5586, + "n_pred": 19839, + "n_ref": 5602 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9955, + "IoU": 0.0, + "TN": 1742365, + "TP": 0, + "n_pred": 9955, + "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": 35, + "IoU": 0.0, + "TN": 1752285, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 294932, + "IoU": 0.0, + "TN": 1457388, + "TP": 0, + "n_pred": 294932, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1364, + "IoU": 0.0, + "TN": 1750956, + "TP": 0, + "n_pred": 1364, + "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": 0.08820884859831502, + "FN": 521, + "FP": 295585, + "IoU": 0.04613937486510603, + "TN": 1441891, + "TP": 14323, + "n_pred": 309908, + "n_ref": 14844 + }, + "7": { + "Dice": 0.4531796678112979, + "FN": 58250, + "FP": 127267, + "IoU": 0.2929749877091821, + "TN": 1489929, + "TP": 76874, + "n_pred": 204141, + "n_ref": 135124 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5405070096356643, + "FN": 20440, + "FP": 1782, + "IoU": 0.37033888699988665, + "TN": 665636, + "TP": 13070, + "n_pred": 14852, + "n_ref": 33510 + }, + "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": 0.791021470396877, + "FN": 506, + "FP": 25190, + "IoU": 0.6542890969755678, + "TN": 626600, + "TP": 48632, + "n_pred": 73822, + "n_ref": 49138 + }, + "7": { + "Dice": 0.6744241582180927, + "FN": 5478, + "FP": 9519, + "IoU": 0.5087782509007533, + "TN": 670398, + "TP": 15533, + "n_pred": 25052, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9451890856869315, + "FN": 43, + "FP": 415, + "IoU": 0.8960744270478784, + "TN": 696521, + "TP": 3949, + "n_pred": 4364, + "n_ref": 3992 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230769230769231, + "FN": 19, + "FP": 16, + "IoU": 0.8571428571428571, + "TN": 1226379, + "TP": 210, + "n_pred": 226, + "n_ref": 229 + }, + "10": { + "Dice": 0.8121795867640205, + "FN": 3509, + "FP": 3745, + "IoU": 0.6837562123986398, + "TN": 1203686, + "TP": 15684, + "n_pred": 19429, + "n_ref": 19193 + }, + "11": { + "Dice": 0.0, + "FN": 58, + "FP": 0, + "IoU": 0.0, + "TN": 1226566, + "TP": 0, + "n_pred": 0, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1226508, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.7260696956329952, + "FN": 1210, + "FP": 653, + "IoU": 0.5699445983379502, + "TN": 1222292, + "TP": 2469, + "n_pred": 3122, + "n_ref": 3679 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29221, + "IoU": 0.0, + "TN": 1197403, + "TP": 0, + "n_pred": 29221, + "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": 0.9520164478886605, + "FN": 669, + "FP": 848, + "IoU": 0.9084268984667391, + "TN": 1210058, + "TP": 15049, + "n_pred": 15897, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4750, + "FP": 0, + "IoU": 0.0, + "TN": 1221874, + "TP": 0, + "n_pred": 0, + "n_ref": 4750 + }, + "6": { + "Dice": 0.8843693889286595, + "FN": 2308, + "FP": 17398, + "IoU": 0.7927080703526046, + "TN": 1131560, + "TP": 75358, + "n_pred": 92756, + "n_ref": 77666 + }, + "7": { + "Dice": 0.4048720918653466, + "FN": 1295, + "FP": 112256, + "IoU": 0.2538179476395752, + "TN": 1074448, + "TP": 38625, + "n_pred": 150881, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9068564485332408, + "FN": 1639, + "FP": 1044, + "IoU": 0.8295858739837398, + "TN": 1210880, + "TP": 13061, + "n_pred": 14105, + "n_ref": 14700 + }, + "9": { + "Dice": 0.6157120147684734, + "FN": 13390, + "FP": 1598, + "IoU": 0.44478607149472127, + "TN": 1199629, + "TP": 12007, + "n_pred": 13605, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585028478437754, + "FN": 235, + "FP": 428, + "IoU": 0.9203125, + "TN": 342144, + "TP": 7657, + "n_pred": 8085, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8626598465473145, + "FN": 2259, + "FP": 963, + "IoU": 0.7584888689003823, + "TN": 337123, + "TP": 10119, + "n_pred": 11082, + "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": 0.0, + "FN": 0, + "FP": 2600, + "IoU": 0.0, + "TN": 347864, + "TP": 0, + "n_pred": 2600, + "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": 3402, + "IoU": 0.0, + "TN": 347062, + "TP": 0, + "n_pred": 3402, + "n_ref": 0 + }, + "3": { + "Dice": 0.9453718416051344, + "FN": 4315, + "FP": 4452, + "IoU": 0.8964029967149576, + "TN": 265838, + "TP": 75859, + "n_pred": 80311, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.509440684004275, + "FN": 1164, + "FP": 213, + "IoU": 0.34177820267686426, + "TN": 698836, + "TP": 715, + "n_pred": 928, + "n_ref": 1879 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 295, + "IoU": 0.0, + "TN": 700489, + "TP": 0, + "n_pred": 295, + "n_ref": 144 + }, + "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": 0.20370610340806014, + "FN": 1289, + "FP": 17146, + "IoU": 0.1134035492713894, + "TN": 680135, + "TP": 2358, + "n_pred": 19504, + "n_ref": 3647 + }, + "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": 0.4050170675557673, + "FN": 272, + "FP": 7223, + "IoU": 0.2539319131992833, + "TN": 690882, + "TP": 2551, + "n_pred": 9774, + "n_ref": 2823 + }, + "3": { + "Dice": 0.9147938597479882, + "FN": 4137, + "FP": 3423, + "IoU": 0.8429678250212908, + "TN": 652785, + "TP": 40583, + "n_pred": 44006, + "n_ref": 44720 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 695703, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8947644067510263, + "FN": 2167, + "FP": 4062, + "IoU": 0.8095689391623356, + "TN": 668218, + "TP": 26481, + "n_pred": 30543, + "n_ref": 28648 + }, + "7": { + "Dice": 0.45699937225360954, + "FN": 1920, + "FP": 675, + "IoU": 0.29617575264442636, + "TN": 697241, + "TP": 1092, + "n_pred": 1767, + "n_ref": 3012 + }, + "8": { + "Dice": 0.8681183957031934, + "FN": 3895, + "FP": 2882, + "IoU": 0.7669692593356715, + "TN": 671846, + "TP": 22305, + "n_pred": 25187, + "n_ref": 26200 + }, + "9": { + "Dice": 0.6953035922178614, + "FN": 8629, + "FP": 16758, + "IoU": 0.5329236656670285, + "TN": 646575, + "TP": 28966, + "n_pred": 45724, + "n_ref": 37595 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8565376312100849, + "FN": 30976, + "FP": 855, + "IoU": 0.7490737383133366, + "TN": 574074, + "TP": 95023, + "n_pred": 95878, + "n_ref": 125999 + }, + "10": { + "Dice": 0.7396856730696226, + "FN": 9422, + "FP": 7721, + "IoU": 0.5869057085712909, + "TN": 659429, + "TP": 24356, + "n_pred": 32077, + "n_ref": 33778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 77, + "FP": 0, + "IoU": 0.0, + "TN": 700851, + "TP": 0, + "n_pred": 0, + "n_ref": 77 + }, + "13": { + "Dice": 0.0, + "FN": 4140, + "FP": 2116, + "IoU": 0.0, + "TN": 694672, + "TP": 0, + "n_pred": 2116, + "n_ref": 4140 + }, + "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": 232, + "IoU": 0.0, + "TN": 700696, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "3": { + "Dice": 0.5656877897990726, + "FN": 280, + "FP": 1, + "IoU": 0.39439655172413796, + "TN": 700464, + "TP": 183, + "n_pred": 184, + "n_ref": 463 + }, + "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": 0.8905626401861778, + "FN": 1364, + "FP": 40206, + "IoU": 0.8027155677681753, + "TN": 490217, + "TP": 169141, + "n_pred": 209347, + "n_ref": 170505 + }, + "7": { + "Dice": 0.9524459577900672, + "FN": 3867, + "FP": 2264, + "IoU": 0.9092093767122273, + "TN": 633399, + "TP": 61398, + "n_pred": 63662, + "n_ref": 65265 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8778210915059499, + "FN": 20697, + "FP": 12651, + "IoU": 0.7822470061248743, + "TN": 723014, + "TP": 119798, + "n_pred": 132449, + "n_ref": 140495 + }, + "10": { + "Dice": 0.15727209464161448, + "FN": 476, + "FP": 735, + "IoU": 0.08534743202416918, + "TN": 874836, + "TP": 113, + "n_pred": 848, + "n_ref": 589 + }, + "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": 0.38282920867705467, + "FN": 5625, + "FP": 2455, + "IoU": 0.2367277536368789, + "TN": 865574, + "TP": 2506, + "n_pred": 4961, + "n_ref": 8131 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 38541, + "IoU": 0.0, + "TN": 837619, + "TP": 0, + "n_pred": 38541, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 62, + "FP": 7149, + "IoU": 0.0, + "TN": 868949, + "TP": 0, + "n_pred": 7149, + "n_ref": 62 + }, + "2": { + "Dice": 0.9286778384708315, + "FN": 5328, + "FP": 4295, + "IoU": 0.8668520747720448, + "TN": 803887, + "TP": 62650, + "n_pred": 66945, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 875443, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2989, + "IoU": 0.0, + "TN": 873171, + "TP": 0, + "n_pred": 2989, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5593, + "FP": 0, + "IoU": 0.0, + "TN": 870567, + "TP": 0, + "n_pred": 0, + "n_ref": 5593 + }, + "6": { + "Dice": 0.6527073170731708, + "FN": 275, + "FP": 28203, + "IoU": 0.48445844421513784, + "TN": 820921, + "TP": 26761, + "n_pred": 54964, + "n_ref": 27036 + }, + "7": { + "Dice": 0.7109401709401709, + "FN": 6404, + "FP": 3742, + "IoU": 0.5515183662644212, + "TN": 853537, + "TP": 12477, + "n_pred": 16219, + "n_ref": 18881 + }, + "8": { + "Dice": 0.8945551991554671, + "FN": 2334, + "FP": 263, + "IoU": 0.8092264746933079, + "TN": 862547, + "TP": 11016, + "n_pred": 11279, + "n_ref": 13350 + }, + "9": { + "Dice": 0.9444752915047196, + "FN": 303, + "FP": 97, + "IoU": 0.8947922146238821, + "TN": 872358, + "TP": 3402, + "n_pred": 3499, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.786871924059505, + "FN": 41963, + "FP": 0, + "IoU": 0.6486305441818014, + "TN": 1107197, + "TP": 77464, + "n_pred": 77464, + "n_ref": 119427 + }, + "10": { + "Dice": 0.19498607242339833, + "FN": 6647, + "FP": 0, + "IoU": 0.10802469135802469, + "TN": 1219172, + "TP": 805, + "n_pred": 805, + "n_ref": 7452 + }, + "11": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 1226598, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "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": 0.5965038669350566, + "FN": 56855, + "FP": 274, + "IoU": 0.425012832513059, + "TN": 1127267, + "TP": 42228, + "n_pred": 42502, + "n_ref": 99083 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18690, + "IoU": 0.0, + "TN": 1207934, + "TP": 0, + "n_pred": 18690, + "n_ref": 0 + }, + "4": { + "Dice": 0.8255885543404966, + "FN": 2388, + "FP": 3561, + "IoU": 0.7029806780168756, + "TN": 1206595, + "TP": 14080, + "n_pred": 17641, + "n_ref": 16468 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8975192772179357, + "FN": 108429, + "FP": 18986, + "IoU": 0.814090676300519, + "TN": 541263, + "TP": 557946, + "n_pred": 576932, + "n_ref": 666375 + }, + "7": { + "Dice": 0.06875589560842679, + "FN": 12879, + "FP": 4891, + "IoU": 0.03560186692716813, + "TN": 1208198, + "TP": 656, + "n_pred": 5547, + "n_ref": 13535 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0173.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": 7178, + "IoU": 0.0, + "TN": 343286, + "TP": 0, + "n_pred": 7178, + "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": 0.38235294117647056, + "FN": 739, + "FP": 1151, + "IoU": 0.23636363636363636, + "TN": 347989, + "TP": 585, + "n_pred": 1736, + "n_ref": 1324 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 11600, + "IoU": 0.0, + "TN": 338864, + "TP": 0, + "n_pred": 11600, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33946, + "IoU": 0.0, + "TN": 316518, + "TP": 0, + "n_pred": 33946, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07149790693441728, + "FN": 1911, + "FP": 59307, + "IoU": 0.03707432166732206, + "TN": 812585, + "TP": 2357, + "n_pred": 61664, + "n_ref": 4268 + }, + "10": { + "Dice": 0.0, + "FN": 2881, + "FP": 218, + "IoU": 0.0, + "TN": 873061, + "TP": 0, + "n_pred": 218, + "n_ref": 2881 + }, + "11": { + "Dice": 0.0, + "FN": 1244, + "FP": 0, + "IoU": 0.0, + "TN": 874916, + "TP": 0, + "n_pred": 0, + "n_ref": 1244 + }, + "12": { + "Dice": 0.0, + "FN": 277, + "FP": 0, + "IoU": 0.0, + "TN": 875883, + "TP": 0, + "n_pred": 0, + "n_ref": 277 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.47873064874926224, + "FN": 45814, + "FP": 114, + "IoU": 0.31469157539765436, + "TN": 809142, + "TP": 21090, + "n_pred": 21204, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 17, + "IoU": 0.0, + "TN": 860400, + "TP": 0, + "n_pred": 17, + "n_ref": 15743 + }, + "2": { + "Dice": 0.21371893923574858, + "FN": 4961, + "FP": 40225, + "IoU": 0.11964463148050733, + "TN": 824833, + "TP": 6141, + "n_pred": 46366, + "n_ref": 11102 + }, + "3": { + "Dice": 0.7526385711122592, + "FN": 12478, + "FP": 14334, + "IoU": 0.6033845152510281, + "TN": 808558, + "TP": 40790, + "n_pred": 55124, + "n_ref": 53268 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8670, + "IoU": 0.0, + "TN": 867490, + "TP": 0, + "n_pred": 8670, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.43801803206277445, + "FN": 63531, + "FP": 1356, + "IoU": 0.280424512608956, + "TN": 785986, + "TP": 25287, + "n_pred": 26643, + "n_ref": 88818 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 876047, + "TP": 0, + "n_pred": 113, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.9007095595530528, + "FN": 13346, + "FP": 1165, + "IoU": 0.8193554009137423, + "TN": 445367, + "TP": 65818, + "n_pred": 66983, + "n_ref": 79164 + }, + "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": 3245, + "IoU": 0.0, + "TN": 522451, + "TP": 0, + "n_pred": 3245, + "n_ref": 0 + }, + "3": { + "Dice": 0.33026789284286284, + "FN": 3288, + "FP": 62, + "IoU": 0.1977969348659004, + "TN": 521520, + "TP": 826, + "n_pred": 888, + "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": 0.9608409986859395, + "FN": 101, + "FP": 197, + "IoU": 0.9246332827516439, + "TN": 521742, + "TP": 3656, + "n_pred": 3853, + "n_ref": 3757 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 525344, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "8": { + "Dice": 0.9155706844086854, + "FN": 1383, + "FP": 254, + "IoU": 0.8442880243508037, + "TN": 515183, + "TP": 8876, + "n_pred": 9130, + "n_ref": 10259 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 824, + "IoU": 0.0, + "TN": 524872, + "TP": 0, + "n_pred": 824, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2940, + "IoU": 0.0, + "TN": 522756, + "TP": 0, + "n_pred": 2940, + "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": 0.40864184127673436, + "FN": 4377, + "FP": 1070, + "IoU": 0.2567881020603084, + "TN": 518367, + "TP": 1882, + "n_pred": 2952, + "n_ref": 6259 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9055057184998911, + "FN": 7268, + "FP": 548, + "IoU": 0.8273279575831216, + "TN": 480431, + "TP": 37449, + "n_pred": 37997, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3436, + "IoU": 0.0, + "TN": 522260, + "TP": 0, + "n_pred": 3436, + "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": 0.8593500606524931, + "FN": 10891, + "FP": 124, + "IoU": 0.753386320385089, + "TN": 481031, + "TP": 33650, + "n_pred": 33774, + "n_ref": 44541 + }, + "7": { + "Dice": 0.954048471437526, + "FN": 9331, + "FP": 1592, + "IoU": 0.9121344970438, + "TN": 401381, + "TP": 113392, + "n_pred": 114984, + "n_ref": 122723 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 525522, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4357, + "IoU": 0.0, + "TN": 521339, + "TP": 0, + "n_pred": 4357, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 6960, + "FP": 0, + "IoU": 0.0, + "TN": 343504, + "TP": 0, + "n_pred": 0, + "n_ref": 6960 + }, + "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": 0.6166866245980382, + "FN": 28138, + "FP": 351, + "IoU": 0.4458039917519356, + "TN": 299058, + "TP": 22917, + "n_pred": 23268, + "n_ref": 51055 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02825452422650321, + "FN": 4337, + "FP": 3986, + "IoU": 0.01432970156324017, + "TN": 692484, + "TP": 121, + "n_pred": 4107, + "n_ref": 4458 + }, + "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": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "14": { + "Dice": 0.7892718199689317, + "FN": 13330, + "FP": 1999, + "IoU": 0.6518984467254065, + "TN": 656892, + "TP": 28707, + "n_pred": 30706, + "n_ref": 42037 + }, + "15": { + "Dice": 0.0, + "FN": 10292, + "FP": 344, + "IoU": 0.0, + "TN": 690292, + "TP": 0, + "n_pred": 344, + "n_ref": 10292 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3119, + "IoU": 0.0, + "TN": 697809, + "TP": 0, + "n_pred": 3119, + "n_ref": 0 + }, + "3": { + "Dice": 0.7794283372605266, + "FN": 4028, + "FP": 278, + "IoU": 0.6385764646634212, + "TN": 689014, + "TP": 7608, + "n_pred": 7886, + "n_ref": 11636 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7979, + "FP": 0, + "IoU": 0.0, + "TN": 692949, + "TP": 0, + "n_pred": 0, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22693, + "IoU": 0.0, + "TN": 678235, + "TP": 0, + "n_pred": 22693, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 749, + "IoU": 0.0, + "TN": 700179, + "TP": 0, + "n_pred": 749, + "n_ref": 0 + }, + "8": { + "Dice": 0.13207616392119456, + "FN": 23526, + "FP": 131, + "IoU": 0.07070746749420592, + "TN": 675471, + "TP": 1800, + "n_pred": 1931, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 5484, + "IoU": 0.0, + "TN": 695431, + "TP": 0, + "n_pred": 5484, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6267405063291139, + "FN": 103333, + "FP": 463, + "IoU": 0.4563889849060952, + "TN": 860454, + "TP": 87142, + "n_pred": 87605, + "n_ref": 190475 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1051282, + "TP": 0, + "n_pred": 110, + "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": 10572, + "IoU": 0.0, + "TN": 1040820, + "TP": 0, + "n_pred": 10572, + "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": 116, + "IoU": 0.0, + "TN": 1051276, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "3": { + "Dice": 0.9455470142928126, + "FN": 1598, + "FP": 265, + "IoU": 0.8967180396939793, + "TN": 1033354, + "TP": 16175, + "n_pred": 16440, + "n_ref": 17773 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2129, + "IoU": 0.0, + "TN": 1049263, + "TP": 0, + "n_pred": 2129, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8184363989287889, + "FN": 15158, + "FP": 115420, + "IoU": 0.6926723184319411, + "TN": 626510, + "TP": 294304, + "n_pred": 409724, + "n_ref": 309462 + }, + "7": { + "Dice": 0.5008286631653578, + "FN": 57030, + "FP": 53507, + "IoU": 0.33407032996162395, + "TN": 885403, + "TP": 55452, + "n_pred": 108959, + "n_ref": 112482 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 248, + "FP": 0, + "IoU": 0.0, + "TN": 1051144, + "TP": 0, + "n_pred": 0, + "n_ref": 248 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 81, + "FP": 758, + "IoU": 0.0, + "TN": 700089, + "TP": 0, + "n_pred": 758, + "n_ref": 81 + }, + "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": 0.1175947340330902, + "FN": 9761, + "FP": 159, + "IoU": 0.06247046592949627, + "TN": 690347, + "TP": 661, + "n_pred": 820, + "n_ref": 10422 + }, + "14": { + "Dice": 0.7339145166413723, + "FN": 6672, + "FP": 867, + "IoU": 0.5796721677074042, + "TN": 682992, + "TP": 10397, + "n_pred": 11264, + "n_ref": 17069 + }, + "15": { + "Dice": 0.7156356661307156, + "FN": 8313, + "FP": 1768, + "IoU": 0.5571905473073883, + "TN": 678162, + "TP": 12685, + "n_pred": 14453, + "n_ref": 20998 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 700856, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "4": { + "Dice": 0.8305403878742234, + "FN": 4620, + "FP": 780, + "IoU": 0.7101915955562711, + "TN": 682295, + "TP": 13233, + "n_pred": 14013, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9444171313789664, + "FN": 3339, + "FP": 618, + "IoU": 0.8946878160430085, + "TN": 663354, + "TP": 33617, + "n_pred": 34235, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 874, + "IoU": 0.0, + "TN": 697023, + "TP": 0, + "n_pred": 874, + "n_ref": 3031 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10741, + "IoU": 0.0, + "TN": 339723, + "TP": 0, + "n_pred": 10741, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2934639291768695, + "FN": 3751, + "FP": 0, + "IoU": 0.17196467991169978, + "TN": 345934, + "TP": 779, + "n_pred": 779, + "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": 0.6871753434145216, + "FN": 5234, + "FP": 186, + "IoU": 0.5234326914622351, + "TN": 339091, + "TP": 5953, + "n_pred": 6139, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4907, + "IoU": 0.0, + "TN": 345557, + "TP": 0, + "n_pred": 4907, + "n_ref": 0 + }, + "4": { + "Dice": 0.0989010989010989, + "FN": 328, + "FP": 0, + "IoU": 0.05202312138728324, + "TN": 350118, + "TP": 18, + "n_pred": 18, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8598253210135547, + "FN": 16139, + "FP": 2703, + "IoU": 0.7541171864804906, + "TN": 273834, + "TP": 57788, + "n_pred": 60491, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 350303, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8968, + "IoU": 0.0, + "TN": 341496, + "TP": 0, + "n_pred": 8968, + "n_ref": 0 + }, + "9": { + "Dice": 0.8602669774928537, + "FN": 1332, + "FP": 3703, + "IoU": 0.7547969221778513, + "TN": 329930, + "TP": 15499, + "n_pred": 19202, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4832667907940956, + "FN": 178020, + "FP": 37342, + "IoU": 0.31862346512944956, + "TN": 1786715, + "TP": 100707, + "n_pred": 138049, + "n_ref": 278727 + }, + "10": { + "Dice": 0.082510395010395, + "FN": 2712, + "FP": 11410, + "IoU": 0.043030426238395335, + "TN": 2088027, + "TP": 635, + "n_pred": 12045, + "n_ref": 3347 + }, + "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": 10463, + "IoU": 0.0, + "TN": 2092321, + "TP": 0, + "n_pred": 10463, + "n_ref": 0 + }, + "14": { + "Dice": 0.806409083153666, + "FN": 5908, + "FP": 6573, + "IoU": 0.6756159683958831, + "TN": 2064308, + "TP": 25995, + "n_pred": 32568, + "n_ref": 31903 + }, + "15": { + "Dice": 0.0, + "FN": 299, + "FP": 23897, + "IoU": 0.0, + "TN": 2078588, + "TP": 0, + "n_pred": 23897, + "n_ref": 299 + }, + "2": { + "Dice": 0.33656616483382706, + "FN": 526, + "FP": 15823, + "IoU": 0.20233216237314597, + "TN": 2082288, + "TP": 4147, + "n_pred": 19970, + "n_ref": 4673 + }, + "3": { + "Dice": 0.0038093767293412096, + "FN": 1041, + "FP": 76366, + "IoU": 0.0019083231255238218, + "TN": 2025229, + "TP": 148, + "n_pred": 76514, + "n_ref": 1189 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6508, + "IoU": 0.0, + "TN": 2096276, + "TP": 0, + "n_pred": 6508, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 869, + "FP": 0, + "IoU": 0.0, + "TN": 2101915, + "TP": 0, + "n_pred": 0, + "n_ref": 869 + }, + "6": { + "Dice": 0.5013126960045962, + "FN": 7460, + "FP": 359709, + "IoU": 0.33450119625897196, + "TN": 1551064, + "TP": 184551, + "n_pred": 544260, + "n_ref": 192011 + }, + "7": { + "Dice": 0.6691685410013296, + "FN": 5450, + "FP": 101042, + "IoU": 0.5028198999028909, + "TN": 1888592, + "TP": 107700, + "n_pred": 208742, + "n_ref": 113150 + }, + "8": { + "Dice": 0.8914285714285715, + "FN": 74, + "FP": 2, + "IoU": 0.8041237113402062, + "TN": 2102396, + "TP": 312, + "n_pred": 314, + "n_ref": 386 + }, + "9": { + "Dice": 0.0, + "FN": 5533, + "FP": 1624, + "IoU": 0.0, + "TN": 2095627, + "TP": 0, + "n_pred": 1624, + "n_ref": 5533 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6594729421971587, + "FN": 2873, + "FP": 3407, + "IoU": 0.4919504894426017, + "TN": 1214263, + "TP": 6081, + "n_pred": 9488, + "n_ref": 8954 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2753, + "FP": 0, + "IoU": 0.0, + "TN": 1223871, + "TP": 0, + "n_pred": 0, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 1226369, + "TP": 0, + "n_pred": 255, + "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": 0.9559500471151451, + "FN": 7173, + "FP": 961, + "IoU": 0.9156171545946843, + "TN": 1130230, + "TP": 88260, + "n_pred": 89221, + "n_ref": 95433 + }, + "3": { + "Dice": 0.7198838896952104, + "FN": 2, + "FP": 191, + "IoU": 0.562358276643991, + "TN": 1226183, + "TP": 248, + "n_pred": 439, + "n_ref": 250 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 1226238, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3168, + "FP": 0, + "IoU": 0.0, + "TN": 1223456, + "TP": 0, + "n_pred": 0, + "n_ref": 3168 + }, + "6": { + "Dice": 0.9238820232699286, + "FN": 3539, + "FP": 20039, + "IoU": 0.8585322829354342, + "TN": 1059957, + "TP": 143089, + "n_pred": 163128, + "n_ref": 146628 + }, + "7": { + "Dice": 0.9471163769970689, + "FN": 7323, + "FP": 8049, + "IoU": 0.8995451693851945, + "TN": 1073600, + "TP": 137652, + "n_pred": 145701, + "n_ref": 144975 + }, + "8": { + "Dice": 0.9407808272129881, + "FN": 915, + "FP": 617, + "IoU": 0.8881833442814393, + "TN": 1212923, + "TP": 12169, + "n_pred": 12786, + "n_ref": 13084 + }, + "9": { + "Dice": 0.6868224524211034, + "FN": 5018, + "FP": 182, + "IoU": 0.5230232984773436, + "TN": 1215722, + "TP": 5702, + "n_pred": 5884, + "n_ref": 10720 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0361.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": 0.8607594936708861, + "FN": 1704, + "FP": 353, + "IoU": 0.7555555555555555, + "TN": 342049, + "TP": 6358, + "n_pred": 6711, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8673881574412353, + "FN": 7137, + "FP": 2482, + "IoU": 0.7658300265355308, + "TN": 309387, + "TP": 31458, + "n_pred": 33940, + "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": 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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.7909725953788286, + "FN": 1146, + "FP": 2744, + "IoU": 0.6542222222222223, + "TN": 514446, + "TP": 7360, + "n_pred": 10104, + "n_ref": 8506 + }, + "7": { + "Dice": 0.8040765286982618, + "FN": 31113, + "FP": 223, + "IoU": 0.6723478115393463, + "TN": 430058, + "TP": 64302, + "n_pred": 64525, + "n_ref": 95415 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 525558, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "9": { + "Dice": 0.897294709121379, + "FN": 393, + "FP": 36, + "IoU": 0.8137212331741207, + "TN": 523393, + "TP": 1874, + "n_pred": 1910, + "n_ref": 2267 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22653, + "IoU": 0.0, + "TN": 678275, + "TP": 0, + "n_pred": 22653, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 18549, + "FP": 3628, + "IoU": 0.0, + "TN": 678751, + "TP": 0, + "n_pred": 3628, + "n_ref": 18549 + }, + "11": { + "Dice": 0.0, + "FN": 458, + "FP": 0, + "IoU": 0.0, + "TN": 700470, + "TP": 0, + "n_pred": 0, + "n_ref": 458 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1666, + "FP": 640, + "IoU": 0.0, + "TN": 698622, + "TP": 0, + "n_pred": 640, + "n_ref": 1666 + }, + "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": 0.9234961377045192, + "FN": 11064, + "FP": 1514, + "IoU": 0.8578660700160463, + "TN": 612434, + "TP": 75916, + "n_pred": 77430, + "n_ref": 86980 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7378, + "IoU": 0.0, + "TN": 693550, + "TP": 0, + "n_pred": 7378, + "n_ref": 0 + }, + "4": { + "Dice": 0.02349979018044482, + "FN": 4474, + "FP": 4834, + "IoU": 0.0118895966029724, + "TN": 691508, + "TP": 112, + "n_pred": 4946, + "n_ref": 4586 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9194255937322323, + "FN": 35091, + "FP": 11250, + "IoU": 0.8508674538275133, + "TN": 390191, + "TP": 264396, + "n_pred": 275646, + "n_ref": 299487 + }, + "7": { + "Dice": 0.5511182612535882, + "FN": 3545, + "FP": 81835, + "IoU": 0.38037491019137404, + "TN": 563135, + "TP": 52413, + "n_pred": 134248, + "n_ref": 55958 + }, + "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": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 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": 0.8726968174204355, + "FN": 6, + "FP": 146, + "IoU": 0.774145616641902, + "TN": 525023, + "TP": 521, + "n_pred": 667, + "n_ref": 527 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9593980559784518, + "FN": 5571, + "FP": 1363, + "IoU": 0.9219645047660848, + "TN": 436839, + "TP": 81923, + "n_pred": 83286, + "n_ref": 87494 + }, + "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": 228, + "IoU": 0.0, + "TN": 525468, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607654243863947, + "FN": 1263, + "FP": 10670, + "IoU": 0.9244933212688008, + "TN": 367657, + "TP": 146106, + "n_pred": 156776, + "n_ref": 147369 + }, + "7": { + "Dice": 0.9659804757513007, + "FN": 2747, + "FP": 1163, + "IoU": 0.9341994547474, + "TN": 466274, + "TP": 55512, + "n_pred": 56675, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4307301740812379, + "FN": 9418, + "FP": 0, + "IoU": 0.2744780833525923, + "TN": 512715, + "TP": 3563, + "n_pred": 3563, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 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": 0.9441698505585917, + "FN": 9843, + "FP": 1701, + "IoU": 0.8942440704673086, + "TN": 767003, + "TP": 97613, + "n_pred": 99314, + "n_ref": 107456 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.6642857142857143, + "FN": 70, + "FP": 24, + "IoU": 0.49732620320855614, + "TN": 875973, + "TP": 93, + "n_pred": 117, + "n_ref": 163 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506464347858626, + "FN": 1386, + "FP": 11803, + "IoU": 0.9059352979773486, + "TN": 735948, + "TP": 127023, + "n_pred": 138826, + "n_ref": 128409 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 875939, + "TP": 0, + "n_pred": 221, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.86302780638517, + "FN": 112, + "FP": 21, + "IoU": 0.7590579710144928, + "TN": 525144, + "TP": 419, + "n_pred": 440, + "n_ref": 531 + }, + "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": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 524174, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9644927132941635, + "FN": 6569, + "FP": 2363, + "IoU": 0.931420498606451, + "TN": 395453, + "TP": 121311, + "n_pred": 123674, + "n_ref": 127880 + }, + "3": { + "Dice": 0.9615878688366253, + "FN": 2972, + "FP": 1005, + "IoU": 0.926017560830419, + "TN": 471940, + "TP": 49779, + "n_pred": 50784, + "n_ref": 52751 + }, + "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": 0.8845315904139434, + "FN": 40, + "FP": 13, + "IoU": 0.79296875, + "TN": 525440, + "TP": 203, + "n_pred": 216, + "n_ref": 243 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9458734416916522, + "FN": 263, + "FP": 80, + "IoU": 0.8973053892215569, + "TN": 522356, + "TP": 2997, + "n_pred": 3077, + "n_ref": 3260 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3759038915659214, + "FN": 4494.048888888889, + "FP": 3909.586666666667, + "IoU": 0.3137986093019686, + "TN": 670747.7111111111, + "TP": 10094.52, + "n_pred": 14004.106666666667, + "n_ref": 14588.56888888889 + }, + "mean": { + "1": { + "Dice": 0.6402206523948969, + "FN": 2587.4, + "FP": 375.3, + "IoU": 0.5611777310131603, + "TN": 669896.0666666667, + "TP": 16387.1, + "n_pred": 16762.4, + "n_ref": 18974.5 + }, + "10": { + "Dice": 0.4107809814796983, + "FN": 5461.166666666667, + "FP": 1290.9333333333334, + "IoU": 0.3167179198776126, + "TN": 677613.1666666666, + "TP": 4880.6, + "n_pred": 6171.533333333334, + "n_ref": 10341.766666666666 + }, + "11": { + "Dice": 0.0, + "FN": 266.1, + "FP": 0.0, + "IoU": 0.0, + "TN": 688979.7666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 266.1 + }, + "12": { + "Dice": 0.0, + "FN": 236.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 689008.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 236.96666666666667 + }, + "13": { + "Dice": 0.31573685823616965, + "FN": 1651.9333333333334, + "FP": 918.3333333333334, + "IoU": 0.22823015410131361, + "TN": 684834.0666666667, + "TP": 1841.5333333333333, + "n_pred": 2759.866666666667, + "n_ref": 3493.4666666666667 + }, + "14": { + "Dice": 0.5215595478392017, + "FN": 1107.4, + "FP": 7326.233333333334, + "IoU": 0.47507913512190697, + "TN": 657796.9666666667, + "TP": 23015.266666666666, + "n_pred": 30341.5, + "n_ref": 24122.666666666668 + }, + "15": { + "Dice": 0.31167690128851905, + "FN": 2510.866666666667, + "FP": 871.0666666666667, + "IoU": 0.23571446742077007, + "TN": 684886.6666666666, + "TP": 977.2666666666667, + "n_pred": 1848.3333333333333, + "n_ref": 3488.133333333333 + }, + "2": { + "Dice": 0.4744144427462805, + "FN": 2730.0333333333333, + "FP": 9254.433333333332, + "IoU": 0.40019908882388605, + "TN": 668671.2666666667, + "TP": 8590.133333333333, + "n_pred": 17844.566666666666, + "n_ref": 11320.166666666666 + }, + "3": { + "Dice": 0.4688940752182463, + "FN": 26382.4, + "FP": 2208.9333333333334, + "IoU": 0.39284229282081323, + "TN": 650050.6333333333, + "TP": 10603.9, + "n_pred": 12812.833333333334, + "n_ref": 36986.3 + }, + "4": { + "Dice": 0.29547305978802324, + "FN": 4509.666666666667, + "FP": 238.16666666666666, + "IoU": 0.2313723711691992, + "TN": 682881.6, + "TP": 1616.4333333333334, + "n_pred": 1854.6, + "n_ref": 6126.1 + }, + "5": { + "Dice": 0.11262135922330097, + "FN": 154.7, + "FP": 0.3333333333333333, + "IoU": 0.06345733041575492, + "TN": 689069.5666666667, + "TP": 21.266666666666666, + "n_pred": 21.6, + "n_ref": 175.96666666666667 + }, + "6": { + "Dice": 0.6684961789196346, + "FN": 4905.233333333334, + "FP": 25153.866666666665, + "IoU": 0.5908123580693674, + "TN": 611785.8666666667, + "TP": 47400.9, + "n_pred": 72554.76666666666, + "n_ref": 52306.13333333333 + }, + "7": { + "Dice": 0.4765031496086803, + "FN": 14008.9, + "FP": 9732.033333333333, + "IoU": 0.4050058922577856, + "TN": 633888.2666666667, + "TP": 31616.666666666668, + "n_pred": 41348.7, + "n_ref": 45625.566666666666 + }, + "8": { + "Dice": 0.4468686842011268, + "FN": 339.4, + "FP": 638.0666666666667, + "IoU": 0.3808138783616733, + "TN": 686504.3333333334, + "TP": 1764.0666666666666, + "n_pred": 2402.133333333333, + "n_ref": 2103.4666666666667 + }, + "9": { + "Dice": 0.4953124825450435, + "FN": 558.5666666666667, + "FP": 636.1, + "IoU": 0.42555652007628675, + "TN": 685348.5333333333, + "TP": 2702.6666666666665, + "n_pred": 3338.766666666667, + "n_ref": 3261.233333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7506954102920723, + "FN": 2766, + "FP": 102, + "IoU": 0.6008906206512663, + "TN": 343278, + "TP": 4318, + "n_pred": 4420, + "n_ref": 7084 + }, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "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": 39166, + "IoU": 0.0, + "TN": 311298, + "TP": 0, + "n_pred": 39166, + "n_ref": 0 + }, + "3": { + "Dice": 0.5986850391717258, + "FN": 46340, + "FP": 1453, + "IoU": 0.4272308909182426, + "TN": 267022, + "TP": 35649, + "n_pred": 37102, + "n_ref": 81989 + }, + "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": 0.6899527429628107, + "FN": 397, + "FP": 4130, + "IoU": 0.5266624843161857, + "TN": 340900, + "TP": 5037, + "n_pred": 9167, + "n_ref": 5434 + }, + "7": { + "Dice": 0.8156507366561226, + "FN": 5448, + "FP": 1021, + "IoU": 0.6886910490856593, + "TN": 329684, + "TP": 14311, + "n_pred": 15332, + "n_ref": 19759 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42514705882352943, + "FN": 19130, + "FP": 4324, + "IoU": 0.2699598468577832, + "TN": 1019265, + "TP": 8673, + "n_pred": 12997, + "n_ref": 27803 + }, + "10": { + "Dice": 0.0, + "FN": 4233, + "FP": 0, + "IoU": 0.0, + "TN": 1047159, + "TP": 0, + "n_pred": 0, + "n_ref": 4233 + }, + "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": 81, + "FP": 0, + "IoU": 0.0, + "TN": 1051311, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 1050830, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6242932587760174, + "FN": 3034, + "FP": 63483, + "IoU": 0.45379821154367267, + "TN": 929611, + "TP": 55264, + "n_pred": 118747, + "n_ref": 58298 + }, + "3": { + "Dice": 3.4466491031172786e-05, + "FN": 464203, + "FP": 0, + "IoU": 1.7233542505455492e-05, + "TN": 587181, + "TP": 8, + "n_pred": 8, + "n_ref": 464211 + }, + "4": { + "Dice": 0.4059511158342189, + "FN": 971, + "FP": 147, + "IoU": 0.25466666666666665, + "TN": 1049892, + "TP": 382, + "n_pred": 529, + "n_ref": 1353 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09809681217998428, + "FN": 7678, + "FP": 337741, + "IoU": 0.05157823637302171, + "TN": 687188, + "TP": 18785, + "n_pred": 356526, + "n_ref": 26463 + }, + "7": { + "Dice": 0.006417949386903209, + "FN": 7201, + "FP": 30883, + "IoU": 0.003219305362891617, + "TN": 1013185, + "TP": 123, + "n_pred": 31006, + "n_ref": 7324 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722091705591333, + "FN": 7163, + "FP": 881, + "IoU": 0.9459212348567356, + "TN": 376950, + "TP": 140702, + "n_pred": 141583, + "n_ref": 147865 + }, + "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": 7980, + "IoU": 0.0, + "TN": 517716, + "TP": 0, + "n_pred": 7980, + "n_ref": 0 + }, + "3": { + "Dice": 0.5632641588982058, + "FN": 9138, + "FP": 185, + "IoU": 0.392044343006195, + "TN": 510361, + "TP": 6012, + "n_pred": 6197, + "n_ref": 15150 + }, + "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": 3314, + "IoU": 0.0, + "TN": 522382, + "TP": 0, + "n_pred": 3314, + "n_ref": 0 + }, + "7": { + "Dice": 0.8717948717948718, + "FN": 5, + "FP": 0, + "IoU": 0.7727272727272727, + "TN": 525674, + "TP": 17, + "n_pred": 17, + "n_ref": 22 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9009742993464577, + "FN": 3446, + "FP": 8903, + "IoU": 0.8197936579742291, + "TN": 457169, + "TP": 56178, + "n_pred": 65081, + "n_ref": 59624 + }, + "15": { + "Dice": 0.03438291711907347, + "FN": 16008, + "FP": 0, + "IoU": 0.01749217455348923, + "TN": 509403, + "TP": 285, + "n_pred": 285, + "n_ref": 16293 + }, + "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": 334, + "FP": 6619, + "IoU": 0.0, + "TN": 518743, + "TP": 0, + "n_pred": 6619, + "n_ref": 334 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.9781919351908803, + "FN": 6537, + "FP": 306, + "IoU": 0.9573147530144156, + "TN": 365383, + "TP": 153470, + "n_pred": 153776, + "n_ref": 160007 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.9523801886830278, + "FN": 5414, + "FP": 6463, + "IoU": 0.909089517394466, + "TN": 395051, + "TP": 118768, + "n_pred": 125231, + "n_ref": 124182 + }, + "15": { + "Dice": 0.8777608142493639, + "FN": 1568, + "FP": 2035, + "IoU": 0.7821512787955741, + "TN": 509157, + "TP": 12936, + "n_pred": 14971, + "n_ref": 14504 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 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": 4351, + "IoU": 0.0, + "TN": 521345, + "TP": 0, + "n_pred": 4351, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02875882946518668, + "FN": 3806, + "FP": 44, + "IoU": 0.014589198873816227, + "TN": 346557, + "TP": 57, + "n_pred": 101, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 969, + "IoU": 0.0, + "TN": 349495, + "TP": 0, + "n_pred": 969, + "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": 504, + "IoU": 0.0, + "TN": 349960, + "TP": 0, + "n_pred": 504, + "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": 0.9055535123207061, + "FN": 3555, + "FP": 1581, + "IoU": 0.8274077558975738, + "TN": 320706, + "TP": 24622, + "n_pred": 26203, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 350370, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "5": { + "Dice": 0.22524271844660193, + "FN": 4379, + "FP": 10, + "IoU": 0.12691466083150985, + "TN": 345437, + "TP": 638, + "n_pred": 648, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9250887429107675, + "FN": 3725, + "FP": 10963, + "IoU": 0.8606187132283166, + "TN": 245084, + "TP": 90692, + "n_pred": 101655, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8520165618770127, + "FN": 5007, + "FP": 1748, + "IoU": 0.742185412770505, + "TN": 324263, + "TP": 19446, + "n_pred": 21194, + "n_ref": 24453 + }, + "8": { + "Dice": 0.8368222825610931, + "FN": 980, + "FP": 4609, + "IoU": 0.7194277108433735, + "TN": 330544, + "TP": 14331, + "n_pred": 18940, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9239438476240691, + "FN": 1220, + "FP": 1088, + "IoU": 0.8586390641269064, + "TN": 334137, + "TP": 14019, + "n_pred": 15107, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.9543928825445153, + "FN": 7345, + "FP": 3620, + "IoU": 0.9127643324263688, + "TN": 400002, + "TP": 114729, + "n_pred": 118349, + "n_ref": 122074 + }, + "15": { + "Dice": 0.42213001383125864, + "FN": 873, + "FP": 1216, + "IoU": 0.26753155680224405, + "TN": 522844, + "TP": 763, + "n_pred": 1979, + "n_ref": 1636 + }, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 525434, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1675, + "IoU": 0.0, + "TN": 524021, + "TP": 0, + "n_pred": 1675, + "n_ref": 0 + }, + "9": { + "Dice": 0.688745148771022, + "FN": 5859, + "FP": 156, + "IoU": 0.5252565114443567, + "TN": 513026, + "TP": 6655, + "n_pred": 6811, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9270417124603264, + "FN": 6910, + "FP": 193, + "IoU": 0.8640053609036952, + "TN": 648698, + "TP": 45127, + "n_pred": 45320, + "n_ref": 52037 + }, + "10": { + "Dice": 0.7737144007245648, + "FN": 5882, + "FP": 5361, + "IoU": 0.6309414390756303, + "TN": 670464, + "TP": 19221, + "n_pred": 24582, + "n_ref": 25103 + }, + "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": 0.5937845085975706, + "FN": 10971, + "FP": 1904, + "IoU": 0.42225712362575724, + "TN": 678643, + "TP": 9410, + "n_pred": 11314, + "n_ref": 20381 + }, + "14": { + "Dice": 0.8189111134880735, + "FN": 148, + "FP": 1545, + "IoU": 0.6933526535047999, + "TN": 695407, + "TP": 3828, + "n_pred": 5373, + "n_ref": 3976 + }, + "15": { + "Dice": 0.0, + "FN": 14855, + "FP": 0, + "IoU": 0.0, + "TN": 686073, + "TP": 0, + "n_pred": 0, + "n_ref": 14855 + }, + "2": { + "Dice": 0.05694965935540869, + "FN": 647, + "FP": 54860, + "IoU": 0.029309410139377087, + "TN": 643745, + "TP": 1676, + "n_pred": 56536, + "n_ref": 2323 + }, + "3": { + "Dice": 0.31571770972037283, + "FN": 63476, + "FP": 761, + "IoU": 0.18744940295486742, + "TN": 621872, + "TP": 14819, + "n_pred": 15580, + "n_ref": 78295 + }, + "4": { + "Dice": 0.014507772020725389, + "FN": 6, + "FP": 945, + "IoU": 0.007306889352818371, + "TN": 699970, + "TP": 7, + "n_pred": 952, + "n_ref": 13 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5350809094117054, + "FN": 42725, + "FP": 3388, + "IoU": 0.36526311442690196, + "TN": 628279, + "TP": 26536, + "n_pred": 29924, + "n_ref": 69261 + }, + "7": { + "Dice": 0.5838779956427015, + "FN": 1337, + "FP": 0, + "IoU": 0.4123076923076923, + "TN": 698653, + "TP": 938, + "n_pred": 938, + "n_ref": 2275 + }, + "8": { + "Dice": 0.7687314540059347, + "FN": 2494, + "FP": 0, + "IoU": 0.6243410152131345, + "TN": 694289, + "TP": 4145, + "n_pred": 4145, + "n_ref": 6639 + }, + "9": { + "Dice": 0.8631494910518263, + "FN": 1537, + "FP": 2577, + "IoU": 0.759246254681648, + "TN": 683840, + "TP": 12974, + "n_pred": 15551, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.796838679683868, + "FN": 2459, + "FP": 163, + "IoU": 0.6622874806800618, + "TN": 517932, + "TP": 5142, + "n_pred": 5305, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9925118161317228, + "FN": 1320, + "FP": 1104, + "IoU": 0.9851349445320022, + "TN": 362629, + "TP": 160643, + "n_pred": 161747, + "n_ref": 161963 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 525189, + "TP": 0, + "n_pred": 507, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 525559, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "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": 0.8681727194738347, + "FN": 430, + "FP": 31, + "IoU": 0.7670540677109652, + "TN": 523717, + "TP": 1518, + "n_pred": 1549, + "n_ref": 1948 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9395809080325961, + "FN": 7176, + "FP": 1128, + "IoU": 0.8860467669338017, + "TN": 452824, + "TP": 64568, + "n_pred": 65696, + "n_ref": 71744 + }, + "7": { + "Dice": 0.6831656725718864, + "FN": 0, + "FP": 3559, + "IoU": 0.5187939426717144, + "TN": 518300, + "TP": 3837, + "n_pred": 7396, + "n_ref": 3837 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.746268656716418, + "FN": 17, + "FP": 0, + "IoU": 0.5952380952380952, + "TN": 700886, + "TP": 25, + "n_pred": 25, + "n_ref": 42 + }, + "10": { + "Dice": 0.3655913978494624, + "FN": 236, + "FP": 0, + "IoU": 0.2236842105263158, + "TN": 700624, + "TP": 68, + "n_pred": 68, + "n_ref": 304 + }, + "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": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 700882, + "TP": 0, + "n_pred": 46, + "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": 1288, + "IoU": 0.0, + "TN": 699640, + "TP": 0, + "n_pred": 1288, + "n_ref": 0 + }, + "3": { + "Dice": 0.9604462681691981, + "FN": 3744, + "FP": 4006, + "IoU": 0.9239024773425764, + "TN": 599085, + "TP": 94093, + "n_pred": 98099, + "n_ref": 97837 + }, + "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": 30503, + "IoU": 0.0, + "TN": 670425, + "TP": 0, + "n_pred": 30503, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80941, + "IoU": 0.0, + "TN": 619987, + "TP": 0, + "n_pred": 80941, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.7471691589592877, + "FN": 4166, + "FP": 4609, + "IoU": 0.5963847109148613, + "TN": 854419, + "TP": 12966, + "n_pred": 17575, + "n_ref": 17132 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 872878, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22191553960805963, + "FN": 2706, + "FP": 113, + "IoU": 0.12480596088171375, + "TN": 872939, + "TP": 402, + "n_pred": 515, + "n_ref": 3108 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 875991, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967382328654005, + "FN": 41, + "FP": 275, + "IoU": 0.9368252698920432, + "TN": 871158, + "TP": 4686, + "n_pred": 4961, + "n_ref": 4727 + }, + "3": { + "Dice": 0.9779411764705882, + "FN": 33, + "FP": 87, + "IoU": 0.9568345323741008, + "TN": 873380, + "TP": 2660, + "n_pred": 2747, + "n_ref": 2693 + }, + "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": 0.8743464090600014, + "FN": 8825, + "FP": 1893, + "IoU": 0.7767455424095984, + "TN": 828152, + "TP": 37290, + "n_pred": 39183, + "n_ref": 46115 + }, + "7": { + "Dice": 0.9426327611365238, + "FN": 4241, + "FP": 2757, + "IoU": 0.8914904174161137, + "TN": 811668, + "TP": 57494, + "n_pred": 60251, + "n_ref": 61735 + }, + "8": { + "Dice": 0.40941176470588236, + "FN": 20, + "FP": 231, + "IoU": 0.257396449704142, + "TN": 875822, + "TP": 87, + "n_pred": 318, + "n_ref": 107 + }, + "9": { + "Dice": 0.751008097564174, + "FN": 304, + "FP": 7291, + "IoU": 0.6012914063730379, + "TN": 857111, + "TP": 11454, + "n_pred": 18745, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635713673922941, + "FN": 7416, + "FP": 665, + "IoU": 0.929703538745259, + "TN": 936436, + "TP": 106875, + "n_pred": 107540, + "n_ref": 114291 + }, + "10": { + "Dice": 0.3028621384317154, + "FN": 17690, + "FP": 651, + "IoU": 0.17845464725643898, + "TN": 1029067, + "TP": 3984, + "n_pred": 4635, + "n_ref": 21674 + }, + "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": 0.5650336082045596, + "FN": 9921, + "FP": 2633, + "IoU": 0.3937608653660421, + "TN": 1030684, + "TP": 8154, + "n_pred": 10787, + "n_ref": 18075 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7100, + "IoU": 0.0, + "TN": 1044292, + "TP": 0, + "n_pred": 7100, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22015, + "IoU": 0.0, + "TN": 1029377, + "TP": 0, + "n_pred": 22015, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1051353, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "3": { + "Dice": 0.4470588235294118, + "FN": 47, + "FP": 0, + "IoU": 0.2878787878787879, + "TN": 1051326, + "TP": 19, + "n_pred": 19, + "n_ref": 66 + }, + "4": { + "Dice": 0.0, + "FN": 1308, + "FP": 5, + "IoU": 0.0, + "TN": 1050079, + "TP": 0, + "n_pred": 5, + "n_ref": 1308 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3040307295746885, + "FN": 3706, + "FP": 133995, + "IoU": 0.17926664997794706, + "TN": 883614, + "TP": 30077, + "n_pred": 164072, + "n_ref": 33783 + }, + "7": { + "Dice": 0.5985655864172468, + "FN": 244029, + "FP": 3143, + "IoU": 0.42710923937354994, + "TN": 619945, + "TP": 184275, + "n_pred": 187418, + "n_ref": 428304 + }, + "8": { + "Dice": 0.8957688338493293, + "FN": 236, + "FP": 67, + "IoU": 0.811214953271028, + "TN": 1049787, + "TP": 1302, + "n_pred": 1369, + "n_ref": 1538 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.8454304535473612, + "FN": 5691, + "FP": 4516, + "IoU": 0.7322473177513706, + "TN": 1013271, + "TP": 27914, + "n_pred": 32430, + "n_ref": 33605 + }, + "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": 0.641306188814742, + "FN": 7107, + "FP": 3482, + "IoU": 0.4720019945150835, + "TN": 1031337, + "TP": 9466, + "n_pred": 12948, + "n_ref": 16573 + }, + "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": 0.44583333333333336, + "FN": 2019, + "FP": 109, + "IoU": 0.2868632707774799, + "TN": 1048408, + "TP": 856, + "n_pred": 965, + "n_ref": 2875 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2028, + "IoU": 0.0, + "TN": 1049364, + "TP": 0, + "n_pred": 2028, + "n_ref": 0 + }, + "4": { + "Dice": 0.10091094493541808, + "FN": 66053, + "FP": 75, + "IoU": 0.05313649966351179, + "TN": 981553, + "TP": 3711, + "n_pred": 3786, + "n_ref": 69764 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462463067418748, + "FN": 9487, + "FP": 12927, + "IoU": 0.8979767404811215, + "TN": 831697, + "TP": 197281, + "n_pred": 210208, + "n_ref": 206768 + }, + "7": { + "Dice": 0.1121069512304787, + "FN": 519, + "FP": 58723, + "IoU": 0.05938204566384046, + "TN": 988410, + "TP": 3740, + "n_pred": 62463, + "n_ref": 4259 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 657, + "IoU": 0.0, + "TN": 1050735, + "TP": 0, + "n_pred": 657, + "n_ref": 0 + }, + "9": { + "Dice": 0.79406236178682, + "FN": 4689, + "FP": 2761, + "IoU": 0.6584605510475404, + "TN": 1029579, + "TP": 14363, + "n_pred": 17124, + "n_ref": 19052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 700788, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 700875, + "TP": 0, + "n_pred": 53, + "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": 0.5274725274725275, + "FN": 4020, + "FP": 624, + "IoU": 0.3582089552238806, + "TN": 693692, + "TP": 2592, + "n_pred": 3216, + "n_ref": 6612 + }, + "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": 0.8955901561171812, + "FN": 7836, + "FP": 2236, + "IoU": 0.8109219245715144, + "TN": 647659, + "TP": 43197, + "n_pred": 45433, + "n_ref": 51033 + }, + "3": { + "Dice": 0.5404344091299546, + "FN": 208, + "FP": 7282, + "IoU": 0.3702707247351606, + "TN": 689034, + "TP": 4404, + "n_pred": 11686, + "n_ref": 4612 + }, + "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": 0.897640791476408, + "FN": 521, + "FP": 17, + "IoU": 0.81429064549534, + "TN": 698031, + "TP": 2359, + "n_pred": 2376, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1804, + "IoU": 0.0, + "TN": 699124, + "TP": 0, + "n_pred": 1804, + "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": 2884, + "IoU": 0.0, + "TN": 698044, + "TP": 0, + "n_pred": 2884, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 931, + "IoU": 0.0, + "TN": 1576157, + "TP": 0, + "n_pred": 931, + "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": 0.38985515529054665, + "FN": 4200, + "FP": 187970, + "IoU": 0.2421242763168273, + "TN": 1323524, + "TP": 61394, + "n_pred": 249364, + "n_ref": 65594 + }, + "15": { + "Dice": 0.6217948717948718, + "FN": 118, + "FP": 0, + "IoU": 0.4511627906976744, + "TN": 1576873, + "TP": 97, + "n_pred": 97, + "n_ref": 215 + }, + "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": 2001, + "FP": 0, + "IoU": 0.0, + "TN": 1575087, + "TP": 0, + "n_pred": 0, + "n_ref": 2001 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7281475164876431, + "FN": 7537, + "FP": 61961, + "IoU": 0.5725094112147233, + "TN": 1414516, + "TP": 93074, + "n_pred": 155035, + "n_ref": 100611 + }, + "7": { + "Dice": 0.032296521079440775, + "FN": 57, + "FP": 8872, + "IoU": 0.016413306895792026, + "TN": 1568010, + "TP": 149, + "n_pred": 9021, + "n_ref": 206 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1700, + "IoU": 0.0, + "TN": 1575388, + "TP": 0, + "n_pred": 1700, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4349041026292392, + "FN": 4225, + "FP": 224, + "IoU": 0.2778769680246713, + "TN": 694767, + "TP": 1712, + "n_pred": 1936, + "n_ref": 5937 + }, + "10": { + "Dice": 0.7913530364870686, + "FN": 6191, + "FP": 3982, + "IoU": 0.6547429153232649, + "TN": 671463, + "TP": 19292, + "n_pred": 23274, + "n_ref": 25483 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 248, + "FP": 0, + "IoU": 0.0, + "TN": 700680, + "TP": 0, + "n_pred": 0, + "n_ref": 248 + }, + "13": { + "Dice": 0.3873315517143345, + "FN": 2961, + "FP": 7814, + "IoU": 0.24018052323531486, + "TN": 686747, + "TP": 3406, + "n_pred": 11220, + "n_ref": 6367 + }, + "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": 0.7930315664085765, + "FN": 2011, + "FP": 14669, + "IoU": 0.6570441648161855, + "TN": 652292, + "TP": 31956, + "n_pred": 46625, + "n_ref": 33967 + }, + "3": { + "Dice": 0.8789301083789484, + "FN": 14063, + "FP": 5799, + "IoU": 0.7840100915635398, + "TN": 608970, + "TP": 72096, + "n_pred": 77895, + "n_ref": 86159 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1276, + "IoU": 0.0, + "TN": 699652, + "TP": 0, + "n_pred": 1276, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7963799938788728, + "FN": 16012, + "FP": 41204, + "IoU": 0.6616540019514503, + "TN": 531823, + "TP": 111889, + "n_pred": 153093, + "n_ref": 127901 + }, + "7": { + "Dice": 0.8135553518688258, + "FN": 73014, + "FP": 214, + "IoU": 0.6857086448578075, + "TN": 467934, + "TP": 159766, + "n_pred": 159980, + "n_ref": 232780 + }, + "8": { + "Dice": 0.8631361252677451, + "FN": 1524, + "FP": 329, + "IoU": 0.7592255717255717, + "TN": 693232, + "TP": 5843, + "n_pred": 6172, + "n_ref": 7367 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 700668, + "TP": 0, + "n_pred": 260, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8048567326300019, + "FN": 12315, + "FP": 189, + "IoU": 0.6734395403499608, + "TN": 1188334, + "TP": 25786, + "n_pred": 25975, + "n_ref": 38101 + }, + "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": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.71499176276771, + "FN": 278, + "FP": 68, + "IoU": 0.5564102564102564, + "TN": 1225844, + "TP": 434, + "n_pred": 502, + "n_ref": 712 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 1226347, + "TP": 0, + "n_pred": 277, + "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": 0.8356630147336608, + "FN": 690, + "FP": 14100, + "IoU": 0.7177157689811811, + "TN": 1174230, + "TP": 37604, + "n_pred": 51704, + "n_ref": 38294 + }, + "7": { + "Dice": 0.9825545015393087, + "FN": 7822, + "FP": 1936, + "IoU": 0.9657072570725708, + "TN": 942074, + "TP": 274792, + "n_pred": 276728, + "n_ref": 282614 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.7401510345251008, + "FN": 11777, + "FP": 920, + "IoU": 0.587491877842755, + "TN": 494916, + "TP": 18083, + "n_pred": 19003, + "n_ref": 29860 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1238, + "FP": 0, + "IoU": 0.0, + "TN": 524458, + "TP": 0, + "n_pred": 0, + "n_ref": 1238 + }, + "13": { + "Dice": 0.16217540421362078, + "FN": 3275, + "FP": 145, + "IoU": 0.08824313516395628, + "TN": 521945, + "TP": 331, + "n_pred": 476, + "n_ref": 3606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "3": { + "Dice": 0.9437759789980311, + "FN": 214, + "FP": 43, + "IoU": 0.8935376967688484, + "TN": 523282, + "TP": 2157, + "n_pred": 2200, + "n_ref": 2371 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1126, + "IoU": 0.0, + "TN": 524570, + "TP": 0, + "n_pred": 1126, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.944394533116697, + "FN": 6120, + "FP": 2607, + "IoU": 0.8946472548167463, + "TN": 442860, + "TP": 74109, + "n_pred": 76716, + "n_ref": 80229 + }, + "7": { + "Dice": 0.8766627973688775, + "FN": 17600, + "FP": 888, + "IoU": 0.7804092976850807, + "TN": 441503, + "TP": 65705, + "n_pred": 66593, + "n_ref": 83305 + }, + "8": { + "Dice": 0.8964003110277639, + "FN": 284, + "FP": 1981, + "IoU": 0.812251326259947, + "TN": 513632, + "TP": 9799, + "n_pred": 11780, + "n_ref": 10083 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533022014676451, + "FN": 85, + "FP": 55, + "IoU": 0.9107711918419376, + "TN": 699359, + "TP": 1429, + "n_pred": 1484, + "n_ref": 1514 + }, + "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": 0.3413612565445026, + "FN": 129, + "FP": 1758, + "IoU": 0.2058080808080808, + "TN": 698552, + "TP": 489, + "n_pred": 2247, + "n_ref": 618 + }, + "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": 0.6322955535933005, + "FN": 12697, + "FP": 212, + "IoU": 0.46230423192269243, + "TN": 676920, + "TP": 11099, + "n_pred": 11311, + "n_ref": 23796 + }, + "3": { + "Dice": 0.009382329945269743, + "FN": 26, + "FP": 12644, + "IoU": 0.004713275726630008, + "TN": 688198, + "TP": 60, + "n_pred": 12704, + "n_ref": 86 + }, + "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": 0.9786173877250374, + "FN": 1169, + "FP": 805, + "IoU": 0.9581300640563356, + "TN": 653782, + "TP": 45172, + "n_pred": 45977, + "n_ref": 46341 + }, + "7": { + "Dice": 0.7378048780487805, + "FN": 209, + "FP": 221, + "IoU": 0.5845410628019324, + "TN": 699893, + "TP": 605, + "n_pred": 826, + "n_ref": 814 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 700890, + "TP": 0, + "n_pred": 38, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500027133870167, + "FN": 11148, + "FP": 829, + "IoU": 0.9047668270186459, + "TN": 224699, + "TP": 113788, + "n_pred": 114617, + "n_ref": 124936 + }, + "10": { + "Dice": 0.015596230910863209, + "FN": 9089, + "FP": 0, + "IoU": 0.007859403995197032, + "TN": 341303, + "TP": 72, + "n_pred": 72, + "n_ref": 9161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 0, + "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": 0.6074348295542187, + "FN": 2544, + "FP": 1, + "IoU": 0.43619849357554275, + "TN": 345950, + "TP": 1969, + "n_pred": 1970, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9377954142232214, + "FN": 921, + "FP": 12858, + "IoU": 0.8828764503378809, + "TN": 232819, + "TP": 103866, + "n_pred": 116724, + "n_ref": 104787 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5727, + "IoU": 0.0, + "TN": 344737, + "TP": 0, + "n_pred": 5727, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.3377949982388165, + "FN": 338, + "FP": 3422, + "IoU": 0.2032210214028396, + "TN": 520977, + "TP": 959, + "n_pred": 4381, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 522093, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8029524186107816, + "FN": 436, + "FP": 1059, + "IoU": 0.6707773618145783, + "TN": 521155, + "TP": 3046, + "n_pred": 4105, + "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": 0.9641197248559211, + "FN": 155, + "FP": 424, + "IoU": 0.9307250538406318, + "TN": 517338, + "TP": 7779, + "n_pred": 8203, + "n_ref": 7934 + }, + "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": 0.9482320928705099, + "FN": 3155, + "FP": 6776, + "IoU": 0.9015602077633718, + "TN": 424812, + "TP": 90953, + "n_pred": 97729, + "n_ref": 94108 + }, + "7": { + "Dice": 0.36812247040693635, + "FN": 3065, + "FP": 34248, + "IoU": 0.22558216761446184, + "TN": 477514, + "TP": 10869, + "n_pred": 45117, + "n_ref": 13934 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9155630893103083, + "FN": 1958, + "FP": 2027, + "IoU": 0.844275107463853, + "TN": 500106, + "TP": 21605, + "n_pred": 23632, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9355613280653118, + "FN": 2551, + "FP": 3353, + "IoU": 0.8789245944671165, + "TN": 827397, + "TP": 42859, + "n_pred": 46212, + "n_ref": 45410 + }, + "10": { + "Dice": 0.6792452830188679, + "FN": 204, + "FP": 425, + "IoU": 0.5142857142857142, + "TN": 874865, + "TP": 666, + "n_pred": 1091, + "n_ref": 870 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1206, + "FP": 0, + "IoU": 0.0, + "TN": 874954, + "TP": 0, + "n_pred": 0, + "n_ref": 1206 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7941070786920589, + "FN": 3531, + "FP": 2772, + "IoU": 0.6585220500595947, + "TN": 857702, + "TP": 12155, + "n_pred": 14927, + "n_ref": 15686 + }, + "15": { + "Dice": 0.0, + "FN": 16489, + "FP": 43, + "IoU": 0.0, + "TN": 859628, + "TP": 0, + "n_pred": 43, + "n_ref": 16489 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 90491, + "IoU": 0.0, + "TN": 785669, + "TP": 0, + "n_pred": 90491, + "n_ref": 0 + }, + "3": { + "Dice": 0.42704648305581794, + "FN": 185183, + "FP": 423, + "IoU": 0.2714933902722391, + "TN": 621384, + "TP": 69170, + "n_pred": 69593, + "n_ref": 254353 + }, + "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": 0.590359212050985, + "FN": 16733, + "FP": 943, + "IoU": 0.41880117055206656, + "TN": 845747, + "TP": 12737, + "n_pred": 13680, + "n_ref": 29470 + }, + "7": { + "Dice": 0.8338883295903353, + "FN": 1167, + "FP": 978, + "IoU": 0.7151016071191393, + "TN": 868631, + "TP": 5384, + "n_pred": 6362, + "n_ref": 6551 + }, + "8": { + "Dice": 0.6718616826981615, + "FN": 2554, + "FP": 141, + "IoU": 0.5058672533920059, + "TN": 870706, + "TP": 2759, + "n_pred": 2900, + "n_ref": 5313 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.2959291158064316, + "FN": 8698, + "FP": 2665, + "IoU": 0.17366009744745836, + "TN": 511945, + "TP": 2388, + "n_pred": 5053, + "n_ref": 11086 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 78, + "FP": 0, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 0, + "n_ref": 78 + }, + "13": { + "Dice": 0.7812676196477729, + "FN": 2998, + "FP": 3597, + "IoU": 0.6410493659173787, + "TN": 507323, + "TP": 11778, + "n_pred": 15375, + "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": 0.875, + "FN": 10, + "FP": 0, + "IoU": 0.7777777777777778, + "TN": 525651, + "TP": 35, + "n_pred": 35, + "n_ref": 45 + }, + "4": { + "Dice": 0.028001191540065536, + "FN": 2661, + "FP": 602, + "IoU": 0.01419939577039275, + "TN": 522386, + "TP": 47, + "n_pred": 649, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8505901448810693, + "FN": 3070, + "FP": 26754, + "IoU": 0.740023361634617, + "TN": 410978, + "TP": 84894, + "n_pred": 111648, + "n_ref": 87964 + }, + "7": { + "Dice": 0.9037658111394122, + "FN": 25617, + "FP": 1057, + "IoU": 0.824427681897766, + "TN": 373770, + "TP": 125252, + "n_pred": 126309, + "n_ref": 150869 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.01665278934221482, + "FN": 1166, + "FP": 15, + "IoU": 0.008396305625524769, + "TN": 524505, + "TP": 10, + "n_pred": 25, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7853806805545259, + "FN": 161, + "FP": 2734, + "IoU": 0.6466064453125, + "TN": 517504, + "TP": 5297, + "n_pred": 8031, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6586628248225815, + "FN": 4949, + "FP": 1448, + "IoU": 0.49104940727185936, + "TN": 513127, + "TP": 6172, + "n_pred": 7620, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7878787878787878, + "FN": 33, + "FP": 44, + "IoU": 0.65, + "TN": 525476, + "TP": 143, + "n_pred": 187, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8536784838032927, + "FN": 2132, + "FP": 1983, + "IoU": 0.7447112103728519, + "TN": 509577, + "TP": 12004, + "n_pred": 13987, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9418664542314217, + "FN": 1924, + "FP": 6541, + "IoU": 0.8901205882734718, + "TN": 448657, + "TP": 68574, + "n_pred": 75115, + "n_ref": 70498 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 311, + "IoU": 0.0, + "TN": 525361, + "TP": 0, + "n_pred": 311, + "n_ref": 24 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 525602, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 24, + "IoU": 0.0, + "TN": 525648, + "TP": 0, + "n_pred": 24, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7109905020352781, + "FN": 90, + "FP": 123, + "IoU": 0.5515789473684211, + "TN": 525221, + "TP": 262, + "n_pred": 385, + "n_ref": 352 + }, + "10": { + "Dice": 0.811002902639503, + "FN": 2084, + "FP": 4883, + "IoU": 0.6820898927675109, + "TN": 503781, + "TP": 14948, + "n_pred": 19831, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3021, + "FP": 0, + "IoU": 0.0, + "TN": 522675, + "TP": 0, + "n_pred": 0, + "n_ref": 3021 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2263, + "IoU": 0.0, + "TN": 523433, + "TP": 0, + "n_pred": 2263, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5373465933135845, + "FN": 25415, + "FP": 823, + "IoU": 0.36737793851717904, + "TN": 484221, + "TP": 15237, + "n_pred": 16060, + "n_ref": 40652 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9645899620240173, + "FN": 210, + "FP": 135, + "IoU": 0.9316019032513878, + "TN": 520652, + "TP": 4699, + "n_pred": 4834, + "n_ref": 4909 + }, + "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": 0.8752781676880413, + "FN": 2386, + "FP": 1257, + "IoU": 0.7782174601241933, + "TN": 509270, + "TP": 12783, + "n_pred": 14040, + "n_ref": 15169 + }, + "7": { + "Dice": 0.8950385614715223, + "FN": 1669, + "FP": 3421, + "IoU": 0.8100179157957599, + "TN": 498904, + "TP": 21702, + "n_pred": 25123, + "n_ref": 23371 + }, + "8": { + "Dice": 0.914029124699866, + "FN": 1756, + "FP": 1001, + "IoU": 0.8416700166542238, + "TN": 508283, + "TP": 14656, + "n_pred": 15657, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.3136178164206994, + "FN": 87395, + "FP": 2600, + "IoU": 0.18597078377278278, + "TN": 940837, + "TP": 20560, + "n_pred": 23160, + "n_ref": 107955 + }, + "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": 124, + "IoU": 0.0, + "TN": 1051268, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "14": { + "Dice": 0.9914614686740626, + "FN": 2601, + "FP": 326, + "IoU": 0.9830675158940896, + "TN": 878529, + "TP": 169936, + "n_pred": 170262, + "n_ref": 172537 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.751540325372101, + "FN": 49595, + "FP": 651, + "IoU": 0.6019740490185206, + "TN": 925154, + "TP": 75992, + "n_pred": 76643, + "n_ref": 125587 + }, + "3": { + "Dice": 0.4066805151641047, + "FN": 4572, + "FP": 31131, + "IoU": 0.25524103548259247, + "TN": 1003453, + "TP": 12236, + "n_pred": 43367, + "n_ref": 16808 + }, + "4": { + "Dice": 0.46112710018668324, + "FN": 54725, + "FP": 697, + "IoU": 0.29965249257597776, + "TN": 972257, + "TP": 23713, + "n_pred": 24410, + "n_ref": 78438 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7510005515407787, + "FN": 1880, + "FP": 33334, + "IoU": 0.6012817319232773, + "TN": 963074, + "TP": 53104, + "n_pred": 86438, + "n_ref": 54984 + }, + "7": { + "Dice": 0.0026604309898203508, + "FN": 22236, + "FP": 48991, + "IoU": 0.001331987325089033, + "TN": 980070, + "TP": 95, + "n_pred": 49086, + "n_ref": 22331 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3731815081857379, + "FN": 3718.599999999999, + "FP": 1857.7555555555552, + "IoU": 0.3167283550002748, + "TN": 603976.7355555556, + "TP": 9599.975555555557, + "n_pred": 11457.73111111111, + "n_ref": 13318.575555555557 + }, + "mean": { + "1": { + "Dice": 0.5691460554262866, + "FN": 5383.966666666666, + "FP": 1693.7, + "IoU": 0.5018946967525291, + "TN": 595382.3666666667, + "TP": 16693.033333333333, + "n_pred": 18386.733333333334, + "n_ref": 22077.0 + }, + "10": { + "Dice": 0.32265375337292684, + "FN": 2559.5666666666666, + "FP": 1817.3666666666666, + "IoU": 0.24457037421340336, + "TN": 612316.4666666667, + "TP": 2459.6666666666665, + "n_pred": 4277.033333333334, + "n_ref": 5019.233333333334 + }, + "11": { + "Dice": 0.0, + "FN": 31.033333333333335, + "FP": 0.0, + "IoU": 0.0, + "TN": 619122.0333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 31.033333333333335 + }, + "12": { + "Dice": 0.0, + "FN": 598.2333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 618554.8333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 598.2333333333333 + }, + "13": { + "Dice": 0.325167455123514, + "FN": 1759.7, + "FP": 691.7333333333333, + "IoU": 0.23131320536970412, + "TN": 615737.3333333334, + "TP": 964.3, + "n_pred": 1656.0333333333333, + "n_ref": 2724.0 + }, + "14": { + "Dice": 0.4141724463793143, + "FN": 13171.266666666666, + "FP": 761.1666666666666, + "IoU": 0.35642596225311773, + "TN": 591887.4666666667, + "TP": 13333.166666666666, + "n_pred": 14094.333333333334, + "n_ref": 26504.433333333334 + }, + "15": { + "Dice": 0.3608015406423209, + "FN": 4078.133333333333, + "FP": 1010.6, + "IoU": 0.29228710403001307, + "TN": 611337.2666666667, + "TP": 2727.0666666666666, + "n_pred": 3737.6666666666665, + "n_ref": 6805.2 + }, + "2": { + "Dice": 0.5267110096711437, + "FN": 7680.066666666667, + "FP": 2088.7, + "IoU": 0.46597383972506823, + "TN": 594414.5, + "TP": 14969.8, + "n_pred": 17058.5, + "n_ref": 22649.866666666665 + }, + "3": { + "Dice": 0.5369376890439562, + "FN": 1274.9333333333334, + "FP": 2488.133333333333, + "IoU": 0.4623180452167071, + "TN": 607333.0, + "TP": 8057.0, + "n_pred": 10545.133333333333, + "n_ref": 9331.933333333332 + }, + "4": { + "Dice": 0.2880810874288273, + "FN": 524.3, + "FP": 556.5, + "IoU": 0.23829382215257047, + "TN": 616777.4, + "TP": 1294.8666666666666, + "n_pred": 1851.3666666666666, + "n_ref": 1819.1666666666667 + }, + "5": { + "Dice": 0.02616882080740386, + "FN": 144.3, + "FP": 12.866666666666667, + "IoU": 0.014199134199134199, + "TN": 618990.4333333333, + "TP": 5.466666666666667, + "n_pred": 18.333333333333332, + "n_ref": 149.76666666666668 + }, + "6": { + "Dice": 0.7742909003008414, + "FN": 11015.266666666666, + "FP": 7673.1, + "IoU": 0.7100072499289987, + "TN": 541883.1, + "TP": 58581.6, + "n_pred": 66254.7, + "n_ref": 69596.86666666667 + }, + "7": { + "Dice": 0.46299890094238605, + "FN": 5810.7, + "FP": 6798.6, + "IoU": 0.38864827906135063, + "TN": 587830.1666666666, + "TP": 18713.6, + "n_pred": 25512.2, + "n_ref": 24524.3 + }, + "8": { + "Dice": 0.5690388981744479, + "FN": 516.0333333333333, + "FP": 1606.5333333333333, + "IoU": 0.5040481657568596, + "TN": 613260.7333333333, + "TP": 3769.766666666667, + "n_pred": 5376.3, + "n_ref": 4285.8 + }, + "9": { + "Dice": 0.42155406547269975, + "FN": 1231.5, + "FP": 667.3333333333334, + "IoU": 0.34094544634466534, + "TN": 614823.9333333333, + "TP": 2430.3, + "n_pred": 3097.633333333333, + "n_ref": 3661.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7976771823879164, + "FN": 85934, + "FP": 24895, + "IoU": 0.6634467638002345, + "TN": 1072550, + "TP": 218477, + "n_pred": 243372, + "n_ref": 304411 + }, + "10": { + "Dice": 0.0, + "FN": 1270, + "FP": 2364, + "IoU": 0.0, + "TN": 1398222, + "TP": 0, + "n_pred": 2364, + "n_ref": 1270 + }, + "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": 749, + "FP": 18, + "IoU": 0.0, + "TN": 1401089, + "TP": 0, + "n_pred": 18, + "n_ref": 749 + }, + "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": 0.8834126109662913, + "FN": 5988, + "FP": 7027, + "IoU": 0.7911719401835569, + "TN": 1339532, + "TP": 49309, + "n_pred": 56336, + "n_ref": 55297 + }, + "3": { + "Dice": 0.5365962844139371, + "FN": 321, + "FP": 12101, + "IoU": 0.36667686346487205, + "TN": 1382242, + "TP": 7192, + "n_pred": 19293, + "n_ref": 7513 + }, + "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": 0.773707812806593, + "FN": 96115, + "FP": 125311, + "IoU": 0.6309326772906906, + "TN": 801895, + "TP": 378535, + "n_pred": 503846, + "n_ref": 474650 + }, + "7": { + "Dice": 0.6906990639314877, + "FN": 1507, + "FP": 1599, + "IoU": 0.5275327045938546, + "TN": 1395282, + "TP": 3468, + "n_pred": 5067, + "n_ref": 4975 + }, + "8": { + "Dice": 0.462668544978869, + "FN": 5214, + "FP": 126, + "IoU": 0.30095562246367324, + "TN": 1394217, + "TP": 2299, + "n_pred": 2425, + "n_ref": 7513 + }, + "9": { + "Dice": 0.0, + "FN": 18676, + "FP": 127, + "IoU": 0.0, + "TN": 1383053, + "TP": 0, + "n_pred": 127, + "n_ref": 18676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9603621452844621, + "FN": 3216, + "FP": 3106, + "IoU": 0.9237468036860134, + "TN": 618020, + "TP": 76586, + "n_pred": 79692, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8474834773767158, + "FN": 481, + "FP": 1919, + "IoU": 0.7353330392589326, + "TN": 691860, + "TP": 6668, + "n_pred": 8587, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 700743, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": 0.4028436018957346, + "FN": 196, + "FP": 56, + "IoU": 0.2522255192878338, + "TN": 700591, + "TP": 85, + "n_pred": 141, + "n_ref": 281 + }, + "14": { + "Dice": 0.8452487074344803, + "FN": 2345, + "FP": 15015, + "IoU": 0.7319746796356338, + "TN": 636158, + "TP": 47410, + "n_pred": 62425, + "n_ref": 49755 + }, + "15": { + "Dice": 0.4188360728565082, + "FN": 65324, + "FP": 86, + "IoU": 0.26489098673859296, + "TN": 611948, + "TP": 23570, + "n_pred": 23656, + "n_ref": 88894 + }, + "2": { + "Dice": 0.7170730778748596, + "FN": 26912, + "FP": 2814, + "IoU": 0.5589352483826934, + "TN": 633532, + "TP": 37670, + "n_pred": 40484, + "n_ref": 64582 + }, + "3": { + "Dice": 0.7707975852223388, + "FN": 1084, + "FP": 31909, + "IoU": 0.627071323612524, + "TN": 612458, + "TP": 55477, + "n_pred": 87386, + "n_ref": 56561 + }, + "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": 0.9646234491478545, + "FN": 1955, + "FP": 731, + "IoU": 0.9316643769399074, + "TN": 661622, + "TP": 36620, + "n_pred": 37351, + "n_ref": 38575 + }, + "7": { + "Dice": 0.9201370910077176, + "FN": 150, + "FP": 3089, + "IoU": 0.852086948579779, + "TN": 679030, + "TP": 18659, + "n_pred": 21748, + "n_ref": 18809 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8721215090641842, + "FN": 164, + "FP": 97, + "IoU": 0.7732406602953953, + "TN": 524545, + "TP": 890, + "n_pred": 987, + "n_ref": 1054 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1238, + "IoU": 0.0, + "TN": 524458, + "TP": 0, + "n_pred": 1238, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 525664, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7106076210092688, + "FN": 400, + "FP": 1286, + "IoU": 0.5511182108626198, + "TN": 521940, + "TP": 2070, + "n_pred": 3356, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9315378289473685, + "FN": 477, + "FP": 855, + "IoU": 0.8718491437367712, + "TN": 515302, + "TP": 9062, + "n_pred": 9917, + "n_ref": 9539 + }, + "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": 0.9790390606786342, + "FN": 422, + "FP": 567, + "IoU": 0.9589388026239309, + "TN": 501610, + "TP": 23097, + "n_pred": 23664, + "n_ref": 23519 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 525597, + "TP": 0, + "n_pred": 99, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8067501360914534, + "FN": 279, + "FP": 76, + "IoU": 0.676094890510949, + "TN": 875064, + "TP": 741, + "n_pred": 817, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7526332588573252, + "FN": 1430, + "FP": 3220, + "IoU": 0.6033776867963152, + "TN": 864436, + "TP": 7074, + "n_pred": 10294, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 872216, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.38380467240470756, + "FN": 2143, + "FP": 4873, + "IoU": 0.23747418758830563, + "TN": 866959, + "TP": 2185, + "n_pred": 7058, + "n_ref": 4328 + }, + "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": 0.9552303680092726, + "FN": 1438, + "FP": 1034, + "IoU": 0.914297600887533, + "TN": 847316, + "TP": 26372, + "n_pred": 27406, + "n_ref": 27810 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2884, + "IoU": 0.0, + "TN": 873276, + "TP": 0, + "n_pred": 2884, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8765533182137656, + "FN": 33105, + "FP": 969, + "IoU": 0.7802357979464424, + "TN": 721112, + "TP": 120974, + "n_pred": 121943, + "n_ref": 154079 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26647, + "IoU": 0.0, + "TN": 849513, + "TP": 0, + "n_pred": 26647, + "n_ref": 0 + }, + "8": { + "Dice": 0.9442815249266863, + "FN": 592, + "FP": 320, + "IoU": 0.8944444444444445, + "TN": 867520, + "TP": 7728, + "n_pred": 8048, + "n_ref": 8320 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.2663541259712636, + "FN": 14892, + "FP": 2009, + "IoU": 0.15363813911562924, + "TN": 505727, + "TP": 3068, + "n_pred": 5077, + "n_ref": 17960 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6525741561541084, + "FN": 563, + "FP": 456, + "IoU": 0.48431174089068824, + "TN": 523720, + "TP": 957, + "n_pred": 1413, + "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": 3132, + "IoU": 0.0, + "TN": 522564, + "TP": 0, + "n_pred": 3132, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1181, + "IoU": 0.0, + "TN": 524515, + "TP": 0, + "n_pred": 1181, + "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": 0.983591132977005, + "FN": 2786, + "FP": 109, + "IoU": 0.9677120742343468, + "TN": 436034, + "TP": 86767, + "n_pred": 86876, + "n_ref": 89553 + }, + "7": { + "Dice": 0.7443162164711802, + "FN": 7392, + "FP": 739, + "IoU": 0.5927576880697185, + "TN": 505730, + "TP": 11835, + "n_pred": 12574, + "n_ref": 19227 + }, + "8": { + "Dice": 0.711417352004149, + "FN": 2645, + "FP": 5145, + "IoU": 0.5520929162833487, + "TN": 508304, + "TP": 9602, + "n_pred": 14747, + "n_ref": 12247 + }, + "9": { + "Dice": 0.7323794756131943, + "FN": 7131, + "FP": 463, + "IoU": 0.5777592438142897, + "TN": 507711, + "TP": 10391, + "n_pred": 10854, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.18782161234991424, + "FN": 229, + "FP": 1665, + "IoU": 0.10364410790345481, + "TN": 698815, + "TP": 219, + "n_pred": 1884, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 56, + "FP": 868, + "IoU": 0.0, + "TN": 700004, + "TP": 0, + "n_pred": 868, + "n_ref": 56 + }, + "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": 0.6608187134502924, + "FN": 47, + "FP": 69, + "IoU": 0.49344978165938863, + "TN": 700699, + "TP": 113, + "n_pred": 182, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9782234702218695, + "FN": 2113, + "FP": 4254, + "IoU": 0.9573751615084386, + "TN": 551555, + "TP": 143006, + "n_pred": 147260, + "n_ref": 145119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 13, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 192, + "IoU": 0.0, + "TN": 350272, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20315, + "IoU": 0.0, + "TN": 330149, + "TP": 0, + "n_pred": 20315, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32160804020100503, + "FN": 270, + "FP": 0, + "IoU": 0.19161676646706588, + "TN": 525362, + "TP": 64, + "n_pred": 64, + "n_ref": 334 + }, + "10": { + "Dice": 0.8495652173913043, + "FN": 978, + "FP": 1444, + "IoU": 0.7384731670445956, + "TN": 516435, + "TP": 6839, + "n_pred": 8283, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3909, + "FP": 0, + "IoU": 0.0, + "TN": 521787, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 2894, + "IoU": 0.0, + "TN": 522802, + "TP": 0, + "n_pred": 2894, + "n_ref": 0 + }, + "3": { + "Dice": 0.7871349978840457, + "FN": 4012, + "FP": 515, + "IoU": 0.6489881367759944, + "TN": 512799, + "TP": 8370, + "n_pred": 8885, + "n_ref": 12382 + }, + "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": 22, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803301796125835, + "FN": 1286, + "FP": 3319, + "IoU": 0.961419235924933, + "TN": 406336, + "TP": 114755, + "n_pred": 118074, + "n_ref": 116041 + }, + "7": { + "Dice": 0.9140322163838401, + "FN": 252, + "FP": 1744, + "IoU": 0.8416752597763147, + "TN": 513089, + "TP": 10611, + "n_pred": 12355, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8573827340755612, + "FN": 4, + "FP": 3903, + "IoU": 0.750367388665261, + "TN": 510045, + "TP": 11744, + "n_pred": 15647, + "n_ref": 11748 + }, + "9": { + "Dice": 0.654989816700611, + "FN": 190, + "FP": 657, + "IoU": 0.48697758933979407, + "TN": 524045, + "TP": 804, + "n_pred": 1461, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.984324713187687, + "FN": 4874, + "FP": 94, + "IoU": 0.9691332712022367, + "TN": 364746, + "TP": 155982, + "n_pred": 156076, + "n_ref": 160856 + }, + "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": 0.9141401721412261, + "FN": 4688, + "FP": 200, + "IoU": 0.8418583584069365, + "TN": 494787, + "TP": 26021, + "n_pred": 26221, + "n_ref": 30709 + }, + "7": { + "Dice": 0.6348122866894198, + "FN": 5370, + "FP": 1799, + "IoU": 0.465, + "TN": 512296, + "TP": 6231, + "n_pred": 8030, + "n_ref": 11601 + }, + "8": { + "Dice": 0.9541764222945237, + "FN": 600, + "FP": 907, + "IoU": 0.9123684363551783, + "TN": 508499, + "TP": 15690, + "n_pred": 16597, + "n_ref": 16290 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.22619365164043745, + "FN": 1071, + "FP": 4731, + "IoU": 0.1275187969924812, + "TN": 519046, + "TP": 848, + "n_pred": 5579, + "n_ref": 1919 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5434856559700646, + "FN": 6982, + "FP": 1070, + "IoU": 0.37314130011677693, + "TN": 512851, + "TP": 4793, + "n_pred": 5863, + "n_ref": 11775 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1642, + "IoU": 0.0, + "TN": 524054, + "TP": 0, + "n_pred": 1642, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7151703849543847, + "FN": 49416, + "FP": 350, + "IoU": 0.5566266348312605, + "TN": 413452, + "TP": 62478, + "n_pred": 62828, + "n_ref": 111894 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 525655, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 240, + "FP": 8227, + "IoU": 0.0, + "TN": 517229, + "TP": 0, + "n_pred": 8227, + "n_ref": 240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9117225566064775, + "FN": 2612, + "FP": 1084, + "IoU": 0.8377666578878061, + "TN": 502914, + "TP": 19086, + "n_pred": 20170, + "n_ref": 21698 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2234, + "IoU": 0.0, + "TN": 523462, + "TP": 0, + "n_pred": 2234, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5301204819277109, + "FN": 4, + "FP": 35, + "IoU": 0.36065573770491804, + "TN": 525635, + "TP": 22, + "n_pred": 57, + "n_ref": 26 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756744418599596, + "FN": 897, + "FP": 222, + "IoU": 0.9525042444821732, + "TN": 326904, + "TP": 22441, + "n_pred": 22663, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "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": 121, + "IoU": 0.0, + "TN": 350343, + "TP": 0, + "n_pred": 121, + "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": 3872, + "IoU": 0.0, + "TN": 346592, + "TP": 0, + "n_pred": 3872, + "n_ref": 0 + }, + "3": { + "Dice": 0.5779171748852878, + "FN": 939, + "FP": 6328, + "IoU": 0.40638784512334586, + "TN": 338222, + "TP": 4975, + "n_pred": 11303, + "n_ref": 5914 + }, + "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": 0.46280701754385967, + "FN": 2858, + "FP": 204, + "IoU": 0.30107281442593015, + "TN": 346083, + "TP": 1319, + "n_pred": 1523, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9134811945712485, + "FN": 4624, + "FP": 6634, + "IoU": 0.8407412646767577, + "TN": 279774, + "TP": 59432, + "n_pred": 66066, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9253578732106339, + "FN": 139, + "FP": 7, + "IoU": 0.8610846812559467, + "TN": 349413, + "TP": 905, + "n_pred": 912, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.8163678225075002, + "FN": 1543, + "FP": 3721, + "IoU": 0.6897141173003242, + "TN": 508731, + "TP": 11701, + "n_pred": 15422, + "n_ref": 13244 + }, + "11": { + "Dice": 0.0, + "FN": 514, + "FP": 0, + "IoU": 0.0, + "TN": 525182, + "TP": 0, + "n_pred": 0, + "n_ref": 514 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24759522893420546, + "FN": 15110, + "FP": 534, + "IoU": 0.14128883521791635, + "TN": 507478, + "TP": 2574, + "n_pred": 3108, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1178, + "IoU": 0.0, + "TN": 524518, + "TP": 0, + "n_pred": 1178, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9312653989512919, + "FN": 1502, + "FP": 674, + "IoU": 0.8713719926700951, + "TN": 508779, + "TP": 14741, + "n_pred": 15415, + "n_ref": 16243 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 525527, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": 0.15701292484442317, + "FN": 1428, + "FP": 333, + "IoU": 0.0851948051948052, + "TN": 523771, + "TP": 164, + "n_pred": 497, + "n_ref": 1592 + }, + "6": { + "Dice": 0.9766353175326222, + "FN": 361, + "FP": 1306, + "IoU": 0.9543375243104062, + "TN": 489189, + "TP": 34840, + "n_pred": 36146, + "n_ref": 35201 + }, + "7": { + "Dice": 0.3133377279718743, + "FN": 6165, + "FP": 85, + "IoU": 0.18577384054194893, + "TN": 518020, + "TP": 1426, + "n_pred": 1511, + "n_ref": 7591 + }, + "8": { + "Dice": 0.9591828808885782, + "FN": 3394, + "FP": 810, + "IoU": 0.9215671641791044, + "TN": 472096, + "TP": 49396, + "n_pred": 50206, + "n_ref": 52790 + }, + "9": { + "Dice": 0.6923443456162643, + "FN": 358, + "FP": 3516, + "IoU": 0.5294546337908418, + "TN": 517463, + "TP": 4359, + "n_pred": 7875, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8028752320655019, + "FN": 3618, + "FP": 523, + "IoU": 0.6706696357563225, + "TN": 513122, + "TP": 8433, + "n_pred": 8956, + "n_ref": 12051 + }, + "10": { + "Dice": 0.397069209039548, + "FN": 12699, + "FP": 961, + "IoU": 0.24771450600286374, + "TN": 507538, + "TP": 4498, + "n_pred": 5459, + "n_ref": 17197 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3235, + "FP": 0, + "IoU": 0.0, + "TN": 522461, + "TP": 0, + "n_pred": 0, + "n_ref": 3235 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2650, + "IoU": 0.0, + "TN": 523046, + "TP": 0, + "n_pred": 2650, + "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": 6635, + "IoU": 0.0, + "TN": 519061, + "TP": 0, + "n_pred": 6635, + "n_ref": 0 + }, + "3": { + "Dice": 0.8365099604232559, + "FN": 6182, + "FP": 3691, + "IoU": 0.7189661552475022, + "TN": 490565, + "TP": 25258, + "n_pred": 28949, + "n_ref": 31440 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 525486, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + }, + "6": { + "Dice": 0.05508284818629646, + "FN": 216, + "FP": 4004, + "IoU": 0.028321436794842274, + "TN": 521353, + "TP": 123, + "n_pred": 4127, + "n_ref": 339 + }, + "7": { + "Dice": 0.8105089098809084, + "FN": 18871, + "FP": 2673, + "IoU": 0.6813913249234682, + "TN": 458077, + "TP": 46075, + "n_pred": 48748, + "n_ref": 64946 + }, + "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": 1761, + "IoU": 0.0, + "TN": 523935, + "TP": 0, + "n_pred": 1761, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 350036, + "TP": 0, + "n_pred": 428, + "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": 6186, + "IoU": 0.0, + "TN": 344278, + "TP": 0, + "n_pred": 6186, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 0.0, + "FN": 2342, + "FP": 9586, + "IoU": 0.0, + "TN": 338536, + "TP": 0, + "n_pred": 9586, + "n_ref": 2342 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7949969074290427, + "FN": 1216, + "FP": 1767, + "IoU": 0.6597467776890612, + "TN": 341697, + "TP": 5784, + "n_pred": 7551, + "n_ref": 7000 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 350379, + "TP": 0, + "n_pred": 85, + "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": 3065, + "FP": 0, + "IoU": 0.0, + "TN": 347399, + "TP": 0, + "n_pred": 0, + "n_ref": 3065 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 349766, + "TP": 0, + "n_pred": 698, + "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": 0.9465096935184593, + "FN": 629, + "FP": 1043, + "IoU": 0.898451260249013, + "TN": 333999, + "TP": 14793, + "n_pred": 15836, + "n_ref": 15422 + }, + "3": { + "Dice": 0.9398090704211086, + "FN": 333, + "FP": 2044, + "IoU": 0.8864526607432884, + "TN": 329530, + "TP": 18557, + "n_pred": 20601, + "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": 0.9657703891574859, + "FN": 5114, + "FP": 1796, + "IoU": 0.9338065542048644, + "TN": 246073, + "TP": 97481, + "n_pred": 99277, + "n_ref": 102595 + }, + "7": { + "Dice": 0.7387967624123976, + "FN": 903, + "FP": 20267, + "IoU": 0.5857872390381342, + "TN": 299355, + "TP": 29939, + "n_pred": 50206, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9604153147306943, + "FN": 305, + "FP": 122, + "IoU": 0.9238451935081149, + "TN": 344857, + "TP": 5180, + "n_pred": 5302, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9386533851214481, + "FN": 4848, + "FP": 5055, + "IoU": 0.8843985291542636, + "TN": 615263, + "TP": 75762, + "n_pred": 80817, + "n_ref": 80610 + }, + "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": 858, + "FP": 243, + "IoU": 0.0, + "TN": 699827, + "TP": 0, + "n_pred": 243, + "n_ref": 858 + }, + "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": 0.9724724444693112, + "FN": 468, + "FP": 516, + "IoU": 0.946419820310373, + "TN": 682563, + "TP": 17381, + "n_pred": 17897, + "n_ref": 17849 + }, + "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": 0.9793903427967099, + "FN": 1024, + "FP": 4491, + "IoU": 0.9596130468532595, + "TN": 564374, + "TP": 131039, + "n_pred": 135530, + "n_ref": 132063 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 700509, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "8": { + "Dice": 0.5923172242874845, + "FN": 9, + "FP": 649, + "IoU": 0.42077464788732394, + "TN": 699792, + "TP": 478, + "n_pred": 1127, + "n_ref": 487 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 575, + "IoU": 0.0, + "TN": 1050817, + "TP": 0, + "n_pred": 575, + "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": 0.44626680070427854, + "FN": 381157, + "FP": 13, + "IoU": 0.28722228559353885, + "TN": 516625, + "TP": 153597, + "n_pred": 153610, + "n_ref": 534754 + }, + "15": { + "Dice": 0.34849109074055, + "FN": 50533, + "FP": 71, + "IoU": 0.21101375159811656, + "TN": 987254, + "TP": 13534, + "n_pred": 13605, + "n_ref": 64067 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8215158924205379, + "FN": 60, + "FP": 13, + "IoU": 0.6970954356846473, + "TN": 1051151, + "TP": 168, + "n_pred": 181, + "n_ref": 228 + }, + "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": 0.4543302001865538, + "FN": 673, + "FP": 29747, + "IoU": 0.29393742456596417, + "TN": 1008308, + "TP": 12664, + "n_pred": 42411, + "n_ref": 13337 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 100544, + "IoU": 0.0, + "TN": 950848, + "TP": 0, + "n_pred": 100544, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13168, + "IoU": 0.0, + "TN": 687760, + "TP": 0, + "n_pred": 13168, + "n_ref": 0 + }, + "10": { + "Dice": 0.5824515352855932, + "FN": 10713, + "FP": 4558, + "IoU": 0.4108865056708587, + "TN": 675006, + "TP": 10651, + "n_pred": 15209, + "n_ref": 21364 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 323, + "FP": 0, + "IoU": 0.0, + "TN": 700605, + "TP": 0, + "n_pred": 0, + "n_ref": 323 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1488, + "IoU": 0.0, + "TN": 699440, + "TP": 0, + "n_pred": 1488, + "n_ref": 0 + }, + "14": { + "Dice": 0.7368713918063574, + "FN": 3293, + "FP": 490, + "IoU": 0.5833700440528634, + "TN": 691848, + "TP": 5297, + "n_pred": 5787, + "n_ref": 8590 + }, + "15": { + "Dice": 0.9014239982338006, + "FN": 338, + "FP": 555, + "IoU": 0.8205385852090032, + "TN": 695952, + "TP": 4083, + "n_pred": 4638, + "n_ref": 4421 + }, + "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": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "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": 2341, + "FP": 0, + "IoU": 0.0, + "TN": 698587, + "TP": 0, + "n_pred": 0, + "n_ref": 2341 + }, + "6": { + "Dice": 0.9216702151882048, + "FN": 14638, + "FP": 4971, + "IoU": 0.8547201683287151, + "TN": 565954, + "TP": 115365, + "n_pred": 120336, + "n_ref": 130003 + }, + "7": { + "Dice": 0.6403278771987883, + "FN": 13112, + "FP": 1017, + "IoU": 0.47094285928255825, + "TN": 674222, + "TP": 12577, + "n_pred": 13594, + "n_ref": 25689 + }, + "8": { + "Dice": 0.7820983125458547, + "FN": 60, + "FP": 237, + "IoU": 0.6421686746987951, + "TN": 700098, + "TP": 533, + "n_pred": 770, + "n_ref": 593 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.519058994599086, + "FN": 55564, + "FP": 2, + "IoU": 0.35049268857172916, + "TN": 440145, + "TP": 29985, + "n_pred": 29987, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 1, + "FP": 15531, + "IoU": 0.0, + "TN": 510164, + "TP": 0, + "n_pred": 15531, + "n_ref": 1 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5437921077959577, + "FN": 2224, + "FP": 1568, + "IoU": 0.3734302709847984, + "TN": 519644, + "TP": 2260, + "n_pred": 3828, + "n_ref": 4484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7374108612177729, + "FN": 8835, + "FP": 739, + "IoU": 0.5840465742711909, + "TN": 502679, + "TP": 13443, + "n_pred": 14182, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 350, + "FP": 0, + "IoU": 0.0, + "TN": 525346, + "TP": 0, + "n_pred": 0, + "n_ref": 350 + }, + "6": { + "Dice": 0.6293598525748285, + "FN": 148017, + "FP": 616, + "IoU": 0.4591722004912217, + "TN": 250871, + "TP": 126192, + "n_pred": 126808, + "n_ref": 274209 + }, + "7": { + "Dice": 0.18884473071125119, + "FN": 4256, + "FP": 1663, + "IoU": 0.10426755447941889, + "TN": 519088, + "TP": 689, + "n_pred": 2352, + "n_ref": 4945 + }, + "8": { + "Dice": 0.02280701754385965, + "FN": 44, + "FP": 14438, + "IoU": 0.011535048802129548, + "TN": 511045, + "TP": 169, + "n_pred": 14607, + "n_ref": 213 + }, + "9": { + "Dice": 0.2451641428097712, + "FN": 3084, + "FP": 3745, + "IoU": 0.1397077349458302, + "TN": 517758, + "TP": 1109, + "n_pred": 4854, + "n_ref": 4193 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9157697885657583, + "FN": 4084, + "FP": 330, + "IoU": 0.8446267028054489, + "TN": 1022983, + "TP": 23995, + "n_pred": 24325, + "n_ref": 28079 + }, + "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": 0.0, + "FN": 120694, + "FP": 70, + "IoU": 0.0, + "TN": 930628, + "TP": 0, + "n_pred": 70, + "n_ref": 120694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1051289, + "TP": 0, + "n_pred": 103, + "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": 0.9730242549002058, + "FN": 66, + "FP": 1441, + "IoU": 0.9474656626926027, + "TN": 1022706, + "TP": 27179, + "n_pred": 28620, + "n_ref": 27245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5792, + "IoU": 0.0, + "TN": 1045600, + "TP": 0, + "n_pred": 5792, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4452, + "IoU": 0.0, + "TN": 1046940, + "TP": 0, + "n_pred": 4452, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 1051197, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "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": 0.941191238310425, + "FN": 2382, + "FP": 2303, + "IoU": 0.8889152341434499, + "TN": 658753, + "TP": 37490, + "n_pred": 39793, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8568596226653871, + "FN": 6093, + "FP": 7480, + "IoU": 0.7495664046643787, + "TN": 646730, + "TP": 40625, + "n_pred": 48105, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9150594838746255, + "FN": 12147, + "FP": 5831, + "IoU": 0.8434190356744704, + "TN": 586112, + "TP": 96838, + "n_pred": 102669, + "n_ref": 108985 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5389, + "IoU": 0.0, + "TN": 695539, + "TP": 0, + "n_pred": 5389, + "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": 0.9808786948242438, + "FN": 2273, + "FP": 3300, + "IoU": 0.9624749181895309, + "TN": 552414, + "TP": 142941, + "n_pred": 146241, + "n_ref": 145214 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 21, + "FP": 1080, + "IoU": 0.0, + "TN": 1050291, + "TP": 0, + "n_pred": 1080, + "n_ref": 21 + }, + "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": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 1050449, + "TP": 0, + "n_pred": 943, + "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": 0.09132307692307692, + "FN": 125, + "FP": 22024, + "IoU": 0.047846272891410885, + "TN": 1028130, + "TP": 1113, + "n_pred": 23137, + "n_ref": 1238 + }, + "7": { + "Dice": 0.9235473037196629, + "FN": 24014, + "FP": 116, + "IoU": 0.8579543782192789, + "TN": 881517, + "TP": 145745, + "n_pred": 145861, + "n_ref": 169759 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 700860, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "10": { + "Dice": 0.07322654462242563, + "FN": 0, + "FP": 405, + "IoU": 0.03800475059382423, + "TN": 700507, + "TP": 16, + "n_pred": 421, + "n_ref": 16 + }, + "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": 0.8393632416787264, + "FN": 949, + "FP": 50, + "IoU": 0.7231920199501247, + "TN": 697319, + "TP": 2610, + "n_pred": 2660, + "n_ref": 3559 + }, + "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": 0.8771499657447805, + "FN": 7089, + "FP": 23574, + "IoU": 0.7811817597944766, + "TN": 560798, + "TP": 109467, + "n_pred": 133041, + "n_ref": 116556 + }, + "3": { + "Dice": 0.8105330257805466, + "FN": 20323, + "FP": 8508, + "IoU": 0.6814254143646409, + "TN": 610428, + "TP": 61669, + "n_pred": 70177, + "n_ref": 81992 + }, + "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": 0.9739466931545402, + "FN": 1342, + "FP": 1176, + "IoU": 0.9492164653207753, + "TN": 651345, + "TP": 47065, + "n_pred": 48241, + "n_ref": 48407 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699351795770564, + "FN": 1423, + "FP": 910, + "IoU": 0.9416253815743382, + "TN": 660962, + "TP": 37633, + "n_pred": 38543, + "n_ref": 39056 + }, + "10": { + "Dice": 0.1636520241171404, + "FN": 8551, + "FP": 188, + "IoU": 0.08911819887429644, + "TN": 691334, + "TP": 855, + "n_pred": 1043, + "n_ref": 9406 + }, + "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": 0.39721007211254283, + "FN": 13486, + "FP": 1811, + "IoU": 0.24782416285587844, + "TN": 680591, + "TP": 5040, + "n_pred": 6851, + "n_ref": 18526 + }, + "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": 0.9361993452292137, + "FN": 5261, + "FP": 2008, + "IoU": 0.880051484298939, + "TN": 640327, + "TP": 53332, + "n_pred": 55340, + "n_ref": 58593 + }, + "3": { + "Dice": 0.7521056225813795, + "FN": 113, + "FP": 976, + "IoU": 0.6026997446187523, + "TN": 698187, + "TP": 1652, + "n_pred": 2628, + "n_ref": 1765 + }, + "4": { + "Dice": 0.9064191247625533, + "FN": 4435, + "FP": 787, + "IoU": 0.8288542212899843, + "TN": 670416, + "TP": 25290, + "n_pred": 26077, + "n_ref": 29725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8691252274105519, + "FN": 3995, + "FP": 2911, + "IoU": 0.7685424137815464, + "TN": 671091, + "TP": 22931, + "n_pred": 25842, + "n_ref": 26926 + }, + "7": { + "Dice": 0.86330792637599, + "FN": 4779, + "FP": 9012, + "IoU": 0.759491463350831, + "TN": 643587, + "TP": 43550, + "n_pred": 52562, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9186057801223341, + "FN": 1439, + "FP": 1076, + "IoU": 0.8494642964027055, + "TN": 684221, + "TP": 14192, + "n_pred": 15268, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.5999524601854053, + "FN": 238, + "FP": 1445, + "IoU": 0.42852292020373517, + "TN": 873215, + "TP": 1262, + "n_pred": 2707, + "n_ref": 1500 + }, + "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": 370, + "IoU": 0.0, + "TN": 875790, + "TP": 0, + "n_pred": 370, + "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": 0.8276971545396655, + "FN": 1696, + "FP": 13727, + "IoU": 0.7060437989593459, + "TN": 823693, + "TP": 37044, + "n_pred": 50771, + "n_ref": 38740 + }, + "7": { + "Dice": 0.8746392417867487, + "FN": 31230, + "FP": 17723, + "IoU": 0.7772078734782114, + "TN": 656435, + "TP": 170772, + "n_pred": 188495, + "n_ref": 202002 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 876075, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "9": { + "Dice": 0.8522925786628851, + "FN": 3582, + "FP": 3605, + "IoU": 0.7426043979657617, + "TN": 848238, + "TP": 20735, + "n_pred": 24340, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.5554719870909514, + "FN": 22899, + "FP": 9608, + "IoU": 0.38453528220080657, + "TN": 297647, + "TP": 20310, + "n_pred": 29918, + "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": 0.4814029240209075, + "FN": 9989, + "FP": 3703, + "IoU": 0.3170050381603232, + "TN": 330417, + "TP": 6355, + "n_pred": 10058, + "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": 0.5739983646770237, + "FN": 287, + "FP": 1797, + "IoU": 0.4025229357798165, + "TN": 346976, + "TP": 1404, + "n_pred": 3201, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9042559762801903, + "FN": 2975, + "FP": 125, + "IoU": 0.8252438130672529, + "TN": 332725, + "TP": 14639, + "n_pred": 14764, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 3955, + "IoU": 0.0, + "TN": 344434, + "TP": 0, + "n_pred": 3955, + "n_ref": 2075 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "6": { + "Dice": 0.8343000701961798, + "FN": 2978, + "FP": 1507, + "IoU": 0.7157074036511156, + "TN": 334688, + "TP": 11291, + "n_pred": 12798, + "n_ref": 14269 + }, + "7": { + "Dice": 0.015187271619975639, + "FN": 51696, + "FP": 50, + "IoU": 0.007651740339438105, + "TN": 298319, + "TP": 399, + "n_pred": 449, + "n_ref": 52095 + }, + "8": { + "Dice": 0.93251716930427, + "FN": 133, + "FP": 1223, + "IoU": 0.8735664335664336, + "TN": 339739, + "TP": 9369, + "n_pred": 10592, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8543062296923262, + "FN": 2481, + "FP": 4783, + "IoU": 0.7456671685165085, + "TN": 321903, + "TP": 21297, + "n_pred": 26080, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3721670977931506, + "FN": 3233.2333333333327, + "FP": 3975.868888888889, + "IoU": 0.3187117797326651, + "TN": 698674.2555555556, + "TP": 12567.842222222222, + "n_pred": 16543.711111111108, + "n_ref": 15801.075555555555 + }, + "mean": { + "1": { + "Dice": 0.646570311887018, + "FN": 488.9, + "FP": 244.16666666666666, + "IoU": 0.5803356635860871, + "TN": 712399.2333333333, + "TP": 5318.9, + "n_pred": 5563.066666666667, + "n_ref": 5807.8 + }, + "10": { + "Dice": 0.29220154010256744, + "FN": 1829.9666666666667, + "FP": 3931.8, + "IoU": 0.22183576181341463, + "TN": 709872.2333333333, + "TP": 2817.2, + "n_pred": 6749.0, + "n_ref": 4647.166666666667 + }, + "11": { + "Dice": 0.0, + "FN": 110.23333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 718340.9666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 110.23333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 412.8666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 718038.3333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 412.8666666666667 + }, + "13": { + "Dice": 0.1888143639329226, + "FN": 5195.633333333333, + "FP": 1535.2666666666667, + "IoU": 0.12622735979132058, + "TN": 710279.0333333333, + "TP": 1441.2666666666667, + "n_pred": 2976.5333333333333, + "n_ref": 6636.9 + }, + "14": { + "Dice": 0.3817544338627971, + "FN": 1091.4, + "FP": 4895.966666666666, + "IoU": 0.3395351962600227, + "TN": 705579.4, + "TP": 6884.433333333333, + "n_pred": 11780.4, + "n_ref": 7975.833333333333 + }, + "15": { + "Dice": 0.37174386066880194, + "FN": 3216.0, + "FP": 5127.433333333333, + "IoU": 0.2992126794852712, + "TN": 701220.5, + "TP": 8887.266666666666, + "n_pred": 14014.7, + "n_ref": 12103.266666666666 + }, + "2": { + "Dice": 0.36456430128784056, + "FN": 411.3666666666667, + "FP": 3315.3333333333335, + "IoU": 0.29788322349102875, + "TN": 709648.0666666667, + "TP": 5076.433333333333, + "n_pred": 8391.766666666666, + "n_ref": 5487.8 + }, + "3": { + "Dice": 0.7008237708776492, + "FN": 2868.266666666667, + "FP": 1038.4666666666667, + "IoU": 0.6191598115054254, + "TN": 701148.1, + "TP": 13396.366666666667, + "n_pred": 14434.833333333334, + "n_ref": 16264.633333333333 + }, + "4": { + "Dice": 0.2546217165620668, + "FN": 1688.3333333333333, + "FP": 322.3333333333333, + "IoU": 0.19798691997844087, + "TN": 714707.5, + "TP": 1733.0333333333333, + "n_pred": 2055.366666666667, + "n_ref": 3421.366666666667 + }, + "5": { + "Dice": 0.001989201477692526, + "FN": 1087.3, + "FP": 0.0, + "IoU": 0.0010005717552887363, + "TN": 717362.7333333333, + "TP": 1.1666666666666667, + "n_pred": 1.1666666666666667, + "n_ref": 1088.4666666666667 + }, + "6": { + "Dice": 0.7445091083915882, + "FN": 16864.1, + "FP": 18011.233333333334, + "IoU": 0.6683243872779439, + "TN": 610089.2666666667, + "TP": 73486.6, + "n_pred": 91497.83333333333, + "n_ref": 90350.7 + }, + "7": { + "Dice": 0.5367495813554507, + "FN": 10180.6, + "FP": 19664.466666666667, + "IoU": 0.471283518213415, + "TN": 632907.6666666666, + "TP": 55698.46666666667, + "n_pred": 75362.93333333333, + "n_ref": 65879.06666666667 + }, + "8": { + "Dice": 0.6349085489989533, + "FN": 1281.9, + "FP": 909.3666666666667, + "IoU": 0.5808631083934572, + "TN": 705405.4, + "TP": 10854.533333333333, + "n_pred": 11763.9, + "n_ref": 12136.433333333332 + }, + "9": { + "Dice": 0.46325572749191085, + "FN": 1771.6333333333334, + "FP": 642.2, + "IoU": 0.37702849443885916, + "TN": 713115.4, + "TP": 2921.9666666666667, + "n_pred": 3564.1666666666665, + "n_ref": 4693.6 + } + }, + "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": 0.4654419639179504, + "FN": 5337, + "FP": 1152, + "IoU": 0.30330684990337126, + "TN": 341150, + "TP": 2825, + "n_pred": 3977, + "n_ref": 8162 + }, + "11": { + "Dice": 0.0, + "FN": 1408, + "FP": 0, + "IoU": 0.0, + "TN": 349056, + "TP": 0, + "n_pred": 0, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1571680680992422, + "FN": 7292, + "FP": 827, + "IoU": 0.08528616493916179, + "TN": 341588, + "TP": 757, + "n_pred": 1584, + "n_ref": 8049 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 350352, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9144920061887571, + "FN": 642, + "FP": 187, + "IoU": 0.8424553401748385, + "TN": 345202, + "TP": 4433, + "n_pred": 4620, + "n_ref": 5075 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 349967, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8876362116594122, + "FN": 5484, + "FP": 5539, + "IoU": 0.797972948205711, + "TN": 295902, + "TP": 43539, + "n_pred": 49078, + "n_ref": 49023 + }, + "7": { + "Dice": 0.007568590350047304, + "FN": 80, + "FP": 969, + "IoU": 0.003798670465337132, + "TN": 349411, + "TP": 4, + "n_pred": 973, + "n_ref": 84 + }, + "8": { + "Dice": 0.018774703557312252, + "FN": 45, + "FP": 5913, + "IoU": 0.009476309226932668, + "TN": 344449, + "TP": 57, + "n_pred": 5970, + "n_ref": 102 + }, + "9": { + "Dice": 0.7920447482908639, + "FN": 8963, + "FP": 1075, + "IoU": 0.6556904712903889, + "TN": 321310, + "TP": 19116, + "n_pred": 20191, + "n_ref": 28079 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 469, + "FP": 0, + "IoU": 0.0, + "TN": 525227, + "TP": 0, + "n_pred": 0, + "n_ref": 469 + }, + "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": 0.8248450744355011, + "FN": 3789, + "FP": 1129, + "IoU": 0.7019032610013335, + "TN": 509198, + "TP": 11580, + "n_pred": 12709, + "n_ref": 15369 + }, + "15": { + "Dice": 0.927445321525682, + "FN": 10745, + "FP": 5772, + "IoU": 0.8647067978342603, + "TN": 403613, + "TP": 105566, + "n_pred": 111338, + "n_ref": 116311 + }, + "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": 0.9123522466353842, + "FN": 6424, + "FP": 13693, + "IoU": 0.8388306267475304, + "TN": 400877, + "TP": 104702, + "n_pred": 118395, + "n_ref": 111126 + }, + "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": 121, + "IoU": 0.0, + "TN": 525575, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "9": { + "Dice": 0.6343390472670147, + "FN": 15040, + "FP": 788, + "IoU": 0.4644923368406807, + "TN": 496139, + "TP": 13729, + "n_pred": 14517, + "n_ref": 28769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.6735704829824487, + "FN": 7887, + "FP": 7401, + "IoU": 0.5078072180547955, + "TN": 845099, + "TP": 15773, + "n_pred": 23174, + "n_ref": 23660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6140, + "FP": 0, + "IoU": 0.0, + "TN": 870020, + "TP": 0, + "n_pred": 0, + "n_ref": 6140 + }, + "13": { + "Dice": 0.12651451112989576, + "FN": 4862, + "FP": 1338, + "IoU": 0.06752895172206347, + "TN": 869511, + "TP": 449, + "n_pred": 1787, + "n_ref": 5311 + }, + "14": { + "Dice": 0.8928340291613264, + "FN": 2526, + "FP": 5919, + "IoU": 0.8064139006051715, + "TN": 832536, + "TP": 35179, + "n_pred": 41098, + "n_ref": 37705 + }, + "15": { + "Dice": 0.4991084345456381, + "FN": 14551, + "FP": 15225, + "IoU": 0.3325413014727309, + "TN": 831549, + "TP": 14835, + "n_pred": 30060, + "n_ref": 29386 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9513151602104256, + "FN": 629, + "FP": 898, + "IoU": 0.9071506749361546, + "TN": 859714, + "TP": 14919, + "n_pred": 15817, + "n_ref": 15548 + }, + "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": 0.8044813390024972, + "FN": 544, + "FP": 2353, + "IoU": 0.6729140792593429, + "TN": 867303, + "TP": 5960, + "n_pred": 8313, + "n_ref": 6504 + }, + "7": { + "Dice": 0.8346248247757911, + "FN": 22481, + "FP": 9254, + "IoU": 0.7161855190670388, + "TN": 764344, + "TP": 80081, + "n_pred": 89335, + "n_ref": 102562 + }, + "8": { + "Dice": 0.9097329150120981, + "FN": 3110, + "FP": 4687, + "IoU": 0.8344128952789517, + "TN": 829073, + "TP": 39290, + "n_pred": 43977, + "n_ref": 42400 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.9498203444430677, + "FN": 407, + "FP": 808, + "IoU": 0.9044360547428032, + "TN": 162518, + "TP": 11499, + "n_pred": 12307, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8853333333333333, + "FN": 101, + "FP": 28, + "IoU": 0.7942583732057417, + "TN": 525069, + "TP": 498, + "n_pred": 526, + "n_ref": 599 + }, + "10": { + "Dice": 0.5177276746242263, + "FN": 17416, + "FP": 4402, + "IoU": 0.34927972799665963, + "TN": 492167, + "TP": 11711, + "n_pred": 16113, + "n_ref": 29127 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38793055009271227, + "FN": 19106, + "FP": 13573, + "IoU": 0.24064133844545138, + "TN": 482661, + "TP": 10356, + "n_pred": 23929, + "n_ref": 29462 + }, + "14": { + "Dice": 0.18320819112627987, + "FN": 4722, + "FP": 1261, + "IoU": 0.10084159903817252, + "TN": 519042, + "TP": 671, + "n_pred": 1932, + "n_ref": 5393 + }, + "15": { + "Dice": 0.13878756685389487, + "FN": 1086, + "FP": 37399, + "IoU": 0.07456836435338816, + "TN": 484110, + "TP": 3101, + "n_pred": 40500, + "n_ref": 4187 + }, + "2": { + "Dice": 0.28535289653427776, + "FN": 483, + "FP": 5167, + "IoU": 0.1664207730894069, + "TN": 518918, + "TP": 1128, + "n_pred": 6295, + "n_ref": 1611 + }, + "3": { + "Dice": 0.9198034752921609, + "FN": 6594, + "FP": 8064, + "IoU": 0.8515149366370534, + "TN": 426979, + "TP": 84059, + "n_pred": 92123, + "n_ref": 90653 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 525530, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9050991501416431, + "FN": 472, + "FP": 198, + "IoU": 0.8266494178525227, + "TN": 521831, + "TP": 3195, + "n_pred": 3393, + "n_ref": 3667 + }, + "7": { + "Dice": 0.07730535615681944, + "FN": 1636, + "FP": 35, + "IoU": 0.040206777713957496, + "TN": 523955, + "TP": 70, + "n_pred": 105, + "n_ref": 1706 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 533, + "IoU": 0.0, + "TN": 525163, + "TP": 0, + "n_pred": 533, + "n_ref": 0 + }, + "9": { + "Dice": 0.8567663175417909, + "FN": 1464, + "FP": 2666, + "IoU": 0.7494236136391215, + "TN": 509214, + "TP": 12352, + "n_pred": 15018, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.6654674027665778, + "FN": 5031, + "FP": 362, + "IoU": 0.4986520405317468, + "TN": 514939, + "TP": 5364, + "n_pred": 5726, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9667389113235265, + "FN": 3494, + "FP": 1555, + "IoU": 0.9356191982046312, + "TN": 447272, + "TP": 73375, + "n_pred": 74930, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 837, + "IoU": 0.0, + "TN": 524859, + "TP": 0, + "n_pred": 837, + "n_ref": 0 + }, + "8": { + "Dice": 0.9050693557218471, + "FN": 3172, + "FP": 5150, + "IoU": 0.8265997124580668, + "TN": 477703, + "TP": 39671, + "n_pred": 44821, + "n_ref": 42843 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9190761050182785, + "FN": 2454, + "FP": 1442, + "IoU": 0.8502690238278248, + "TN": 499676, + "TP": 22124, + "n_pred": 23566, + "n_ref": 24578 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 525539, + "TP": 0, + "n_pred": 157, + "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": 0.025175013462574045, + "FN": 14269, + "FP": 213, + "IoU": 0.012747971913559206, + "TN": 511027, + "TP": 187, + "n_pred": 400, + "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": 0.8648648648648649, + "FN": 12, + "FP": 58, + "IoU": 0.7619047619047619, + "TN": 525402, + "TP": 224, + "n_pred": 282, + "n_ref": 236 + }, + "4": { + "Dice": 0.7373502334118599, + "FN": 15980, + "FP": 2193, + "IoU": 0.5839705141705965, + "TN": 482014, + "TP": 25509, + "n_pred": 27702, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8751235890936357, + "FN": 6960, + "FP": 11859, + "IoU": 0.7779731005191128, + "TN": 440936, + "TP": 65941, + "n_pred": 77800, + "n_ref": 72901 + }, + "7": { + "Dice": 0.6292834492635024, + "FN": 149126, + "FP": 24832, + "IoU": 0.4590908666896764, + "TN": 204093, + "TP": 147645, + "n_pred": 172477, + "n_ref": 296771 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.749618320610687, + "FN": 579, + "FP": 733, + "IoU": 0.5995115995115995, + "TN": 347188, + "TP": 1964, + "n_pred": 2697, + "n_ref": 2543 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9856235480362693, + "FN": 799, + "FP": 3669, + "IoU": 0.9716546023206684, + "TN": 192837, + "TP": 153159, + "n_pred": 156828, + "n_ref": 153958 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0078.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": 0.9267402952716934, + "FN": 22060, + "FP": 513, + "IoU": 0.8634818685439195, + "TN": 185116, + "TP": 142775, + "n_pred": 143288, + "n_ref": 164835 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1113, + "IoU": 0.0, + "TN": 349351, + "TP": 0, + "n_pred": 1113, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2545454545454545, + "FN": 41, + "FP": 0, + "IoU": 0.14583333333333334, + "TN": 876112, + "TP": 7, + "n_pred": 7, + "n_ref": 48 + }, + "10": { + "Dice": 0.0, + "FN": 272, + "FP": 0, + "IoU": 0.0, + "TN": 875888, + "TP": 0, + "n_pred": 0, + "n_ref": 272 + }, + "11": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 876100, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "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": 0.7547579918358691, + "FN": 1341, + "FP": 26415, + "IoU": 0.6061134999361403, + "TN": 805693, + "TP": 42711, + "n_pred": 69126, + "n_ref": 44052 + }, + "3": { + "Dice": 0.8145362717583684, + "FN": 32270, + "FP": 1367, + "IoU": 0.6871034957489163, + "TN": 768658, + "TP": 73865, + "n_pred": 75232, + "n_ref": 106135 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 875911, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715475876614816, + "FN": 8049, + "FP": 2743, + "IoU": 0.9446694625883125, + "TN": 681114, + "TP": 184254, + "n_pred": 186997, + "n_ref": 192303 + }, + "7": { + "Dice": 0.9418406650943826, + "FN": 1276, + "FP": 5111, + "IoU": 0.8900745228301464, + "TN": 818057, + "TP": 51716, + "n_pred": 56827, + "n_ref": 52992 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.8486282406242135, + "FN": 439, + "FP": 2568, + "IoU": 0.737058412032179, + "TN": 514260, + "TP": 8429, + "n_pred": 10997, + "n_ref": 8868 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 36, + "FP": 0, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7976878612716763, + "FN": 343, + "FP": 8897, + "IoU": 0.6634615384615384, + "TN": 498240, + "TP": 18216, + "n_pred": 27113, + "n_ref": 18559 + }, + "7": { + "Dice": 0.9501323474722727, + "FN": 20555, + "FP": 2241, + "IoU": 0.9050020211449266, + "TN": 285733, + "TP": 217167, + "n_pred": 219408, + "n_ref": 237722 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.666325186594468, + "FN": 13277, + "FP": 4963, + "IoU": 0.49961593328212445, + "TN": 314012, + "TP": 18212, + "n_pred": 23175, + "n_ref": 31489 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5302978301491057, + "FN": 6412, + "FP": 5905, + "IoU": 0.36081992734820967, + "TN": 331194, + "TP": 6953, + "n_pred": 12858, + "n_ref": 13365 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 196, + "FP": 0, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 0, + "n_ref": 196 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969390209678066, + "FN": 1028, + "FP": 2026, + "IoU": 0.9405986812673838, + "TN": 299051, + "TP": 48359, + "n_pred": 50385, + "n_ref": 49387 + }, + "7": { + "Dice": 0.13186813186813187, + "FN": 4352, + "FP": 1020, + "IoU": 0.07058823529411765, + "TN": 344684, + "TP": 408, + "n_pred": 1428, + "n_ref": 4760 + }, + "8": { + "Dice": 0.8154397080090903, + "FN": 2381, + "FP": 2979, + "IoU": 0.6883902098715191, + "TN": 333263, + "TP": 11841, + "n_pred": 14820, + "n_ref": 14222 + }, + "9": { + "Dice": 0.7927958143278776, + "FN": 4563, + "FP": 1615, + "IoU": 0.6567205645385342, + "TN": 332467, + "TP": 11819, + "n_pred": 13434, + "n_ref": 16382 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.9702178852125767, + "FN": 1527, + "FP": 6692, + "IoU": 0.9421584151447975, + "TN": 558833, + "TP": 133876, + "n_pred": 140568, + "n_ref": 135403 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2279, + "IoU": 0.0, + "TN": 698649, + "TP": 0, + "n_pred": 2279, + "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": 0.0, + "FN": 5612, + "FP": 0, + "IoU": 0.0, + "TN": 695316, + "TP": 0, + "n_pred": 0, + "n_ref": 5612 + }, + "6": { + "Dice": 0.35334088335220837, + "FN": 0, + "FP": 3997, + "IoU": 0.21458046767537828, + "TN": 695839, + "TP": 1092, + "n_pred": 5089, + "n_ref": 1092 + }, + "7": { + "Dice": 0.9840167875133798, + "FN": 5018, + "FP": 268, + "IoU": 0.9685364634175376, + "TN": 532924, + "TP": 162718, + "n_pred": 162986, + "n_ref": 167736 + }, + "8": { + "Dice": 0.9504177120244162, + "FN": 3513, + "FP": 321, + "IoU": 0.9055199605717102, + "TN": 660348, + "TP": 36746, + "n_pred": 37067, + "n_ref": 40259 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1051363, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": 0.029336734693877552, + "FN": 1369, + "FP": 153, + "IoU": 0.01488673139158576, + "TN": 1049847, + "TP": 23, + "n_pred": 176, + "n_ref": 1392 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 1051350, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "13": { + "Dice": 0.07142857142857142, + "FN": 123, + "FP": 943, + "IoU": 0.037037037037037035, + "TN": 1050285, + "TP": 41, + "n_pred": 984, + "n_ref": 164 + }, + "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": 0.5464096854995826, + "FN": 2218, + "FP": 23858, + "IoU": 0.3759034991144512, + "TN": 1009610, + "TP": 15706, + "n_pred": 39564, + "n_ref": 17924 + }, + "3": { + "Dice": 0.6793322941023643, + "FN": 2311, + "FP": 7563, + "IoU": 0.5143854817292087, + "TN": 1031059, + "TP": 10459, + "n_pred": 18022, + "n_ref": 12770 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 781, + "FP": 0, + "IoU": 0.0, + "TN": 1050611, + "TP": 0, + "n_pred": 0, + "n_ref": 781 + }, + "6": { + "Dice": 0.941261081430165, + "FN": 2032, + "FP": 1970, + "IoU": 0.8890398425153188, + "TN": 1015325, + "TP": 32065, + "n_pred": 34035, + "n_ref": 34097 + }, + "7": { + "Dice": 0.9603919687521414, + "FN": 4287, + "FP": 9585, + "IoU": 0.9238019906400369, + "TN": 869340, + "TP": 168180, + "n_pred": 177765, + "n_ref": 172467 + }, + "8": { + "Dice": 0.0, + "FN": 1774, + "FP": 0, + "IoU": 0.0, + "TN": 1049618, + "TP": 0, + "n_pred": 0, + "n_ref": 1774 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 1051161, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.018429135585783237, + "FN": 171, + "FP": 6540, + "IoU": 0.009300265721877768, + "TN": 694154, + "TP": 63, + "n_pred": 6603, + "n_ref": 234 + }, + "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": 0.9822960562213617, + "FN": 879, + "FP": 1814, + "IoU": 0.9652080668707931, + "TN": 623525, + "TP": 74710, + "n_pred": 76524, + "n_ref": 75589 + }, + "7": { + "Dice": 0.44670462944648603, + "FN": 411, + "FP": 52738, + "IoU": 0.28758511607956677, + "TN": 626324, + "TP": 21455, + "n_pred": 74193, + "n_ref": 21866 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 29, + "FP": 46, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 46, + "n_ref": 29 + }, + "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": 0.058970099667774084, + "FN": 1152, + "FP": 3380, + "IoU": 0.030380830124090714, + "TN": 345790, + "TP": 142, + "n_pred": 3522, + "n_ref": 1294 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5772, + "FP": 0, + "IoU": 0.0, + "TN": 344692, + "TP": 0, + "n_pred": 0, + "n_ref": 5772 + }, + "6": { + "Dice": 0.907085616546831, + "FN": 9766, + "FP": 4901, + "IoU": 0.8299695111348118, + "TN": 264203, + "TP": 71594, + "n_pred": 76495, + "n_ref": 81360 + }, + "7": { + "Dice": 0.0, + "FN": 1288, + "FP": 493, + "IoU": 0.0, + "TN": 348683, + "TP": 0, + "n_pred": 493, + "n_ref": 1288 + }, + "8": { + "Dice": 0.8866252942435267, + "FN": 2643, + "FP": 6, + "IoU": 0.7963404320750365, + "TN": 337457, + "TP": 10358, + "n_pred": 10364, + "n_ref": 13001 + }, + "9": { + "Dice": 0.3100140795494544, + "FN": 15228, + "FP": 454, + "IoU": 0.18344181202811768, + "TN": 331259, + "TP": 3523, + "n_pred": 3977, + "n_ref": 18751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2174, + "FP": 1407, + "IoU": 0.0, + "TN": 1573507, + "TP": 0, + "n_pred": 1407, + "n_ref": 2174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 1576831, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 15821, + "FP": 3933, + "IoU": 0.0, + "TN": 1557334, + "TP": 0, + "n_pred": 3933, + "n_ref": 15821 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 47026, + "IoU": 0.0, + "TN": 1530062, + "TP": 0, + "n_pred": 47026, + "n_ref": 0 + }, + "15": { + "Dice": 0.000258585022755482, + "FN": 868, + "FP": 37794, + "IoU": 0.00012930923009284403, + "TN": 1538421, + "TP": 5, + "n_pred": 37799, + "n_ref": 873 + }, + "2": { + "Dice": 0.0, + "FN": 21, + "FP": 168, + "IoU": 0.0, + "TN": 1576899, + "TP": 0, + "n_pred": 168, + "n_ref": 21 + }, + "3": { + "Dice": 0.9444282724109729, + "FN": 370, + "FP": 3639, + "IoU": 0.8947078135259356, + "TN": 1539013, + "TP": 34066, + "n_pred": 37705, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 19770, + "FP": 79, + "IoU": 0.0, + "TN": 1557239, + "TP": 0, + "n_pred": 79, + "n_ref": 19770 + }, + "5": { + "Dice": 0.0, + "FN": 7607, + "FP": 0, + "IoU": 0.0, + "TN": 1569481, + "TP": 0, + "n_pred": 0, + "n_ref": 7607 + }, + "6": { + "Dice": 0.911520190023753, + "FN": 17028, + "FP": 15454, + "IoU": 0.8374249863611566, + "TN": 1377291, + "TP": 167315, + "n_pred": 182769, + "n_ref": 184343 + }, + "7": { + "Dice": 0.6792914423508299, + "FN": 4435, + "FP": 87067, + "IoU": 0.5143386392225342, + "TN": 1388681, + "TP": 96905, + "n_pred": 183972, + "n_ref": 101340 + }, + "8": { + "Dice": 0.9506659254066858, + "FN": 853, + "FP": 1188, + "IoU": 0.905970699345803, + "TN": 1555382, + "TP": 19665, + "n_pred": 20853, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 547, + "IoU": 0.0, + "TN": 1574584, + "TP": 0, + "n_pred": 547, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246909733042484, + "FN": 1354, + "FP": 96, + "IoU": 0.8599304482225657, + "TN": 1741968, + "TP": 8902, + "n_pred": 8998, + "n_ref": 10256 + }, + "10": { + "Dice": 0.016004492489119754, + "FN": 60, + "FP": 6949, + "IoU": 0.00806679875459949, + "TN": 1745254, + "TP": 57, + "n_pred": 7006, + "n_ref": 117 + }, + "11": { + "Dice": 0.0, + "FN": 1340, + "FP": 0, + "IoU": 0.0, + "TN": 1750980, + "TP": 0, + "n_pred": 0, + "n_ref": 1340 + }, + "12": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 1752212, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 1752166, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "14": { + "Dice": 0.08493850081225342, + "FN": 26, + "FP": 3917, + "IoU": 0.04435288414929714, + "TN": 1748194, + "TP": 183, + "n_pred": 4100, + "n_ref": 209 + }, + "15": { + "Dice": 0.2943812344139651, + "FN": 1077, + "FP": 35141, + "IoU": 0.17259497863980078, + "TN": 1708547, + "TP": 7555, + "n_pred": 42696, + "n_ref": 8632 + }, + "2": { + "Dice": 0.0018186541958950377, + "FN": 19, + "FP": 7665, + "IoU": 0.0009101547263034716, + "TN": 1744629, + "TP": 7, + "n_pred": 7672, + "n_ref": 26 + }, + "3": { + "Dice": 0.9255317411494428, + "FN": 10648, + "FP": 3031, + "IoU": 0.8613858376231203, + "TN": 1653636, + "TP": 85005, + "n_pred": 88036, + "n_ref": 95653 + }, + "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": 0.5821744979961444, + "FN": 374664, + "FP": 7015, + "IoU": 0.41061082423284084, + "TN": 1104736, + "TP": 265905, + "n_pred": 272920, + "n_ref": 640569 + }, + "7": { + "Dice": 0.1642180725251657, + "FN": 1173, + "FP": 284692, + "IoU": 0.08945401960190986, + "TN": 1438371, + "TP": 28084, + "n_pred": 312776, + "n_ref": 29257 + }, + "8": { + "Dice": 0.9235944879342692, + "FN": 582, + "FP": 599, + "IoU": 0.8580358216131747, + "TN": 1744001, + "TP": 7138, + "n_pred": 7737, + "n_ref": 7720 + }, + "9": { + "Dice": 0.7609901103298462, + "FN": 2557, + "FP": 1624, + "IoU": 0.6141921195902925, + "TN": 1741483, + "TP": 6656, + "n_pred": 8280, + "n_ref": 9213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.007437112650382793, + "FN": 246, + "FP": 13367, + "IoU": 0.0037324355971896954, + "TN": 687264, + "TP": 51, + "n_pred": 13418, + "n_ref": 297 + }, + "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": 0.04259001105609768, + "FN": 19880, + "FP": 37, + "IoU": 0.02175834970530452, + "TN": 680568, + "TP": 443, + "n_pred": 480, + "n_ref": 20323 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "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": 169, + "IoU": 0.0, + "TN": 700759, + "TP": 0, + "n_pred": 169, + "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": 7052, + "FP": 0, + "IoU": 0.0, + "TN": 693876, + "TP": 0, + "n_pred": 0, + "n_ref": 7052 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 700867, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22206, + "IoU": 0.0, + "TN": 678722, + "TP": 0, + "n_pred": 22206, + "n_ref": 0 + }, + "8": { + "Dice": 0.9200420763933547, + "FN": 16638, + "FP": 2137, + "IoU": 0.8519240021136814, + "TN": 574135, + "TP": 108018, + "n_pred": 110155, + "n_ref": 124656 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 956, + "IoU": 0.0, + "TN": 699972, + "TP": 0, + "n_pred": 956, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657821153071994, + "FN": 657, + "FP": 2488, + "IoU": 0.933828480053863, + "TN": 478168, + "TP": 44383, + "n_pred": 46871, + "n_ref": 45040 + }, + "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": 0.7543498331084441, + "FN": 880, + "FP": 2579, + "IoU": 0.6055872291904218, + "TN": 516926, + "TP": 5311, + "n_pred": 7890, + "n_ref": 6191 + }, + "7": { + "Dice": 0.7341751789592215, + "FN": 94, + "FP": 3211, + "IoU": 0.5799974583809887, + "TN": 517827, + "TP": 4564, + "n_pred": 7775, + "n_ref": 4658 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8724800954834577, + "FN": 8244, + "FP": 517, + "IoU": 0.7738046060105339, + "TN": 1012660, + "TP": 29971, + "n_pred": 30488, + "n_ref": 38215 + }, + "10": { + "Dice": 0.794815687594681, + "FN": 2938, + "FP": 4376, + "IoU": 0.6594972067039107, + "TN": 1029912, + "TP": 14166, + "n_pred": 18542, + "n_ref": 17104 + }, + "11": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17362637362637362, + "FN": 32768, + "FP": 4080, + "IoU": 0.0950661853188929, + "TN": 1010673, + "TP": 3871, + "n_pred": 7951, + "n_ref": 36639 + }, + "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": 0.942865530138297, + "FN": 6139, + "FP": 4371, + "IoU": 0.8919069021196944, + "TN": 954161, + "TP": 86721, + "n_pred": 91092, + "n_ref": 92860 + }, + "3": { + "Dice": 0.41783912928059463, + "FN": 162, + "FP": 2031, + "IoU": 0.26409395973154365, + "TN": 1048412, + "TP": 787, + "n_pred": 2818, + "n_ref": 949 + }, + "4": { + "Dice": 0.8052759458521347, + "FN": 6203, + "FP": 1090, + "IoU": 0.674026728646136, + "TN": 1029019, + "TP": 15080, + "n_pred": 16170, + "n_ref": 21283 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7879507672533559, + "FN": 5712, + "FP": 61599, + "IoU": 0.6500979877424352, + "TN": 859021, + "TP": 125060, + "n_pred": 186659, + "n_ref": 130772 + }, + "7": { + "Dice": 0.8615672126041477, + "FN": 9994, + "FP": 16673, + "IoU": 0.7568011235647646, + "TN": 941741, + "TP": 82984, + "n_pred": 99657, + "n_ref": 92978 + }, + "8": { + "Dice": 0.39819004524886875, + "FN": 64, + "FP": 202, + "IoU": 0.24858757062146894, + "TN": 1051038, + "TP": 88, + "n_pred": 290, + "n_ref": 152 + }, + "9": { + "Dice": 0.8495520159283225, + "FN": 2504, + "FP": 2332, + "IoU": 0.7384532179556517, + "TN": 1032902, + "TP": 13654, + "n_pred": 15986, + "n_ref": 16158 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.1472243516631453, + "FN": 19660, + "FP": 25949, + "IoU": 0.07946151051548056, + "TN": 300918, + "TP": 3937, + "n_pred": 29886, + "n_ref": 23597 + }, + "15": { + "Dice": 0.5629094194714254, + "FN": 55645, + "FP": 470, + "IoU": 0.39170072304306824, + "TN": 258215, + "TP": 36134, + "n_pred": 36604, + "n_ref": 91779 + }, + "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": 3563, + "IoU": 0.0, + "TN": 346901, + "TP": 0, + "n_pred": 3563, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 350236, + "TP": 0, + "n_pred": 228, + "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": 0.682132834424696, + "FN": 1542, + "FP": 1856, + "IoU": 0.5176036342986939, + "TN": 343420, + "TP": 3646, + "n_pred": 5502, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 790, + "IoU": 0.0, + "TN": 349674, + "TP": 0, + "n_pred": 790, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2834, + "IoU": 0.0, + "TN": 347630, + "TP": 0, + "n_pred": 2834, + "n_ref": 0 + }, + "8": { + "Dice": 0.9544327665072104, + "FN": 787, + "FP": 518, + "IoU": 0.9128372962864013, + "TN": 335492, + "TP": 13667, + "n_pred": 14185, + "n_ref": 14454 + }, + "9": { + "Dice": 0.8656020096895747, + "FN": 602, + "FP": 147, + "IoU": 0.7630496678266372, + "TN": 347303, + "TP": 2412, + "n_pred": 2559, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.710393293058809, + "FN": 347, + "FP": 2002, + "IoU": 0.5508604206500956, + "TN": 870930, + "TP": 2881, + "n_pred": 4883, + "n_ref": 3228 + }, + "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": 0.6863727164818622, + "FN": 9382, + "FP": 1451, + "IoU": 0.5225018733195222, + "TN": 853473, + "TP": 11854, + "n_pred": 13305, + "n_ref": 21236 + }, + "14": { + "Dice": 0.9097192633622118, + "FN": 85, + "FP": 1822, + "IoU": 0.8343899261832393, + "TN": 864645, + "TP": 9608, + "n_pred": 11430, + "n_ref": 9693 + }, + "15": { + "Dice": 0.9228041841858565, + "FN": 10830, + "FP": 5804, + "IoU": 0.8566726407940994, + "TN": 760104, + "TP": 99422, + "n_pred": 105226, + "n_ref": 110252 + }, + "2": { + "Dice": 0.0005269695486882222, + "FN": 5, + "FP": 26548, + "IoU": 0.0002635542168674699, + "TN": 849600, + "TP": 7, + "n_pred": 26555, + "n_ref": 12 + }, + "3": { + "Dice": 0.8167886995399468, + "FN": 31862, + "FP": 2068, + "IoU": 0.6903151611401659, + "TN": 766597, + "TP": 75633, + "n_pred": 77701, + "n_ref": 107495 + }, + "4": { + "Dice": 0.5927453001521622, + "FN": 2973, + "FP": 5324, + "IoU": 0.4212068364143704, + "TN": 861825, + "TP": 6038, + "n_pred": 11362, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9569057393226494, + "FN": 1471, + "FP": 7263, + "IoU": 0.9173722600115418, + "TN": 770457, + "TP": 96969, + "n_pred": 104232, + "n_ref": 98440 + }, + "7": { + "Dice": 0.9670759038691944, + "FN": 8317, + "FP": 3362, + "IoU": 0.936250695953101, + "TN": 692958, + "TP": 171523, + "n_pred": 174885, + "n_ref": 179840 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 14221, + "IoU": 0.0, + "TN": 2614259, + "TP": 0, + "n_pred": 14221, + "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": 0.0, + "FN": 3, + "FP": 5767, + "IoU": 0.0, + "TN": 2622710, + "TP": 0, + "n_pred": 5767, + "n_ref": 3 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 51955, + "IoU": 0.0, + "TN": 2576525, + "TP": 0, + "n_pred": 51955, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 1678, + "FP": 13939, + "IoU": 0.0, + "TN": 2612863, + "TP": 0, + "n_pred": 13939, + "n_ref": 1678 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2631, + "IoU": 0.0, + "TN": 2625849, + "TP": 0, + "n_pred": 2631, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 2628277, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5595752093851838, + "FN": 1916, + "FP": 355823, + "IoU": 0.38847929654580604, + "TN": 2043481, + "TP": 227260, + "n_pred": 583083, + "n_ref": 229176 + }, + "7": { + "Dice": 0.8004338668381954, + "FN": 32994, + "FP": 14475, + "IoU": 0.6672694774471665, + "TN": 2485815, + "TP": 95196, + "n_pred": 109671, + "n_ref": 128190 + }, + "8": { + "Dice": 0.9443651925820257, + "FN": 184, + "FP": 89, + "IoU": 0.8945945945945946, + "TN": 2625890, + "TP": 2317, + "n_pred": 2406, + "n_ref": 2501 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1645, + "IoU": 0.0, + "TN": 2626835, + "TP": 0, + "n_pred": 1645, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6797752808988764, + "FN": 20, + "FP": 550, + "IoU": 0.5148936170212766, + "TN": 1575913, + "TP": 605, + "n_pred": 1155, + "n_ref": 625 + }, + "10": { + "Dice": 0.2533592752477655, + "FN": 1831, + "FP": 47289, + "IoU": 0.14505517457444217, + "TN": 1519634, + "TP": 8334, + "n_pred": 55623, + "n_ref": 10165 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5709, + "FP": 0, + "IoU": 0.0, + "TN": 1571379, + "TP": 0, + "n_pred": 0, + "n_ref": 5709 + }, + "13": { + "Dice": 0.2676376072407795, + "FN": 23221, + "FP": 1620, + "IoU": 0.1544928522804629, + "TN": 1547708, + "TP": 4539, + "n_pred": 6159, + "n_ref": 27760 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 1576805, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5639835802248795, + "FN": 1473, + "FP": 970, + "IoU": 0.3927417350236142, + "TN": 1573065, + "TP": 1580, + "n_pred": 2550, + "n_ref": 3053 + }, + "3": { + "Dice": 0.8076335877862595, + "FN": 428, + "FP": 1840, + "IoU": 0.677336747759283, + "TN": 1570059, + "TP": 4761, + "n_pred": 6601, + "n_ref": 5189 + }, + "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": 0.9370668237357342, + "FN": 34411, + "FP": 22431, + "IoU": 0.8815858274638718, + "TN": 1097061, + "TP": 423185, + "n_pred": 445616, + "n_ref": 457596 + }, + "7": { + "Dice": 0.7956997025738904, + "FN": 32353, + "FP": 41076, + "IoU": 0.6607153583491588, + "TN": 1360665, + "TP": 142994, + "n_pred": 184070, + "n_ref": 175347 + }, + "8": { + "Dice": 0.9329386676851587, + "FN": 2217, + "FP": 1997, + "IoU": 0.8743065083815547, + "TN": 1543562, + "TP": 29312, + "n_pred": 31309, + "n_ref": 31529 + }, + "9": { + "Dice": 0.6234760419620073, + "FN": 271, + "FP": 5041, + "IoU": 0.4529351184346035, + "TN": 1567378, + "TP": 4398, + "n_pred": 9439, + "n_ref": 4669 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640197609793308, + "FN": 1796, + "FP": 2166, + "IoU": 0.9305387541857326, + "TN": 468657, + "TP": 53077, + "n_pred": 55243, + "n_ref": 54873 + }, + "10": { + "Dice": 0.09294320137693632, + "FN": 527, + "FP": 0, + "IoU": 0.048736462093862815, + "TN": 525142, + "TP": 27, + "n_pred": 27, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 981, + "IoU": 0.0, + "TN": 524715, + "TP": 0, + "n_pred": 981, + "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": 1480, + "IoU": 0.0, + "TN": 524216, + "TP": 0, + "n_pred": 1480, + "n_ref": 0 + }, + "3": { + "Dice": 0.9686355250140378, + "FN": 762, + "FP": 411, + "IoU": 0.9391786788343877, + "TN": 506410, + "TP": 18113, + "n_pred": 18524, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.011935208866155157, + "FN": 5795, + "FP": 0, + "IoU": 0.006003430531732418, + "TN": 519866, + "TP": 35, + "n_pred": 35, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9224036096748581, + "FN": 2306, + "FP": 1701, + "IoU": 0.8559824605542178, + "TN": 497873, + "TP": 23816, + "n_pred": 25517, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9301682740809492, + "FN": 4749, + "FP": 2173, + "IoU": 0.8694528789393282, + "TN": 472673, + "TP": 46101, + "n_pred": 48274, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9180650316552953, + "FN": 494, + "FP": 839, + "IoU": 0.848539938643336, + "TN": 516895, + "TP": 7468, + "n_pred": 8307, + "n_ref": 7962 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 525551, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0367.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.37694051885451724, + "FN": 3894.0755555555547, + "FP": 3760.557777777778, + "IoU": 0.320598036312318, + "TN": 688330.0399999999, + "TP": 10784.393333333333, + "n_pred": 14544.951111111108, + "n_ref": 14678.468888888889 + }, + "mean": { + "1": { + "Dice": 0.613227782617742, + "FN": 6897.0, + "FP": 1261.8333333333333, + "IoU": 0.5585927349605009, + "TN": 680086.9666666667, + "TP": 18523.266666666666, + "n_pred": 19785.1, + "n_ref": 25420.266666666666 + }, + "10": { + "Dice": 0.4322214346111416, + "FN": 2011.6666666666667, + "FP": 1624.3, + "IoU": 0.3320236735512117, + "TN": 700071.1, + "TP": 3062.0, + "n_pred": 4686.3, + "n_ref": 5073.666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 153.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 706615.6333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 153.43333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 67.16666666666667, + "FP": 14.4, + "IoU": 0.0, + "TN": 706687.5, + "TP": 0.0, + "n_pred": 14.4, + "n_ref": 67.16666666666667 + }, + "13": { + "Dice": 0.2439661776674791, + "FN": 4815.233333333334, + "FP": 1258.1666666666667, + "IoU": 0.16257586310792282, + "TN": 698885.8333333334, + "TP": 1809.8333333333333, + "n_pred": 3068.0, + "n_ref": 6625.066666666667 + }, + "14": { + "Dice": 0.3616465521454601, + "FN": 1365.9333333333334, + "FP": 5445.666666666667, + "IoU": 0.32421955175828976, + "TN": 688461.1666666666, + "TP": 11496.3, + "n_pred": 16941.966666666667, + "n_ref": 12862.233333333334 + }, + "15": { + "Dice": 0.3567741320181321, + "FN": 2942.1, + "FP": 1608.3, + "IoU": 0.2985391050644839, + "TN": 694352.1666666666, + "TP": 7866.5, + "n_pred": 9474.8, + "n_ref": 10808.6 + }, + "2": { + "Dice": 0.33235926984706426, + "FN": 3371.0666666666666, + "FP": 4795.733333333334, + "IoU": 0.30345644341741534, + "TN": 690534.2666666667, + "TP": 8068.0, + "n_pred": 12863.733333333334, + "n_ref": 11439.066666666668 + }, + "3": { + "Dice": 0.4816175627750334, + "FN": 3819.6666666666665, + "FP": 3257.8333333333335, + "IoU": 0.42497067124544136, + "TN": 691972.7666666667, + "TP": 7718.8, + "n_pred": 10976.633333333333, + "n_ref": 11538.466666666667 + }, + "4": { + "Dice": 0.35253063574331206, + "FN": 5173.033333333334, + "FP": 444.73333333333335, + "IoU": 0.28697380008181017, + "TN": 698043.3, + "TP": 3108.0, + "n_pred": 3552.733333333333, + "n_ref": 8281.033333333333 + }, + "5": { + "Dice": 0.019067964237677034, + "FN": 124.1, + "FP": 104.2, + "IoU": 0.010650992177487073, + "TN": 706524.7, + "TP": 16.066666666666666, + "n_pred": 120.26666666666667, + "n_ref": 140.16666666666666 + }, + "6": { + "Dice": 0.6869950718281698, + "FN": 11248.2, + "FP": 20756.266666666666, + "IoU": 0.608674311891834, + "TN": 620532.3, + "TP": 54232.3, + "n_pred": 74988.56666666667, + "n_ref": 65480.5 + }, + "7": { + "Dice": 0.5419702081314877, + "FN": 13238.8, + "FP": 13220.5, + "IoU": 0.4730240790469745, + "TN": 645125.5333333333, + "TP": 35184.23333333333, + "n_pred": 48404.73333333333, + "n_ref": 48423.03333333333 + }, + "8": { + "Dice": 0.7016833104551284, + "FN": 1669.9666666666667, + "FP": 1942.5333333333333, + "IoU": 0.6108339475274419, + "TN": 695435.9666666667, + "TP": 7720.6, + "n_pred": 9663.133333333333, + "n_ref": 9390.566666666668 + }, + "9": { + "Dice": 0.530047680739931, + "FN": 1513.7666666666667, + "FP": 673.9, + "IoU": 0.4144353708539551, + "TN": 701621.4, + "TP": 2960.0, + "n_pred": 3633.9, + "n_ref": 4473.766666666666 + } + }, + "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": 0.7397020157756354, + "FN": 124, + "FP": 173, + "IoU": 0.5869262865090403, + "TN": 524977, + "TP": 422, + "n_pred": 595, + "n_ref": 546 + }, + "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": 254, + "IoU": 0.0, + "TN": 525442, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "13": { + "Dice": 0.481378327611892, + "FN": 2305, + "FP": 5702, + "IoU": 0.3169837072421735, + "TN": 513973, + "TP": 3716, + "n_pred": 9418, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9421793921423276, + "FN": 2381, + "FP": 1675, + "IoU": 0.8906797477224947, + "TN": 488594, + "TP": 33046, + "n_pred": 34721, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 843, + "IoU": 0.0, + "TN": 524853, + "TP": 0, + "n_pred": 843, + "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": 2409, + "IoU": 0.0, + "TN": 523287, + "TP": 0, + "n_pred": 2409, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505100494899505, + "FN": 757, + "FP": 1203, + "IoU": 0.9056876142815898, + "TN": 504914, + "TP": 18822, + "n_pred": 20025, + "n_ref": 19579 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9405863245754698, + "FN": 1444, + "FP": 2891, + "IoU": 0.8878366840021734, + "TN": 487047, + "TP": 34314, + "n_pred": 37205, + "n_ref": 35758 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.6097596504005827, + "FN": 296, + "FP": 2383, + "IoU": 0.4386001676445935, + "TN": 520924, + "TP": 2093, + "n_pred": 4476, + "n_ref": 2389 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 4939, + "FP": 0, + "IoU": 0.0, + "TN": 520757, + "TP": 0, + "n_pred": 0, + "n_ref": 4939 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.6318490709499596, + "FN": 3325, + "FP": 4422, + "IoU": 0.46182702327196945, + "TN": 511301, + "TP": 6648, + "n_pred": 11070, + "n_ref": 9973 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8542069793821312, + "FN": 858, + "FP": 1327, + "IoU": 0.7455159562077801, + "TN": 517110, + "TP": 6401, + "n_pred": 7728, + "n_ref": 7259 + }, + "7": { + "Dice": 0.8087113239318038, + "FN": 25954, + "FP": 3128, + "IoU": 0.6788542023256071, + "TN": 435139, + "TP": 61475, + "n_pred": 64603, + "n_ref": 87429 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7179229284837144, + "FN": 59903, + "FP": 12454, + "IoU": 0.5599686200102167, + "TN": 886956, + "TP": 92079, + "n_pred": 104533, + "n_ref": 151982 + }, + "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": 0.7794509210129539, + "FN": 3322, + "FP": 31053, + "IoU": 0.6386067831535567, + "TN": 956274, + "TP": 60743, + "n_pred": 91796, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7101449275362319, + "FN": 134, + "FP": 26, + "IoU": 0.550561797752809, + "TN": 1051036, + "TP": 196, + "n_pred": 222, + "n_ref": 330 + }, + "3": { + "Dice": 0.0, + "FN": 152, + "FP": 0, + "IoU": 0.0, + "TN": 1051240, + "TP": 0, + "n_pred": 0, + "n_ref": 152 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 1051002, + "TP": 0, + "n_pred": 390, + "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": 0.8605666329967828, + "FN": 2269, + "FP": 60401, + "IoU": 0.7552584099411871, + "TN": 795326, + "TP": 193396, + "n_pred": 253797, + "n_ref": 195665 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5525, + "IoU": 0.0, + "TN": 1045867, + "TP": 0, + "n_pred": 5525, + "n_ref": 0 + }, + "8": { + "Dice": 0.6701625995310124, + "FN": 22503, + "FP": 3097, + "IoU": 0.503943263510764, + "TN": 999785, + "TP": 26007, + "n_pred": 29104, + "n_ref": 48510 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 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": 0.8707363140252778, + "FN": 774, + "FP": 16541, + "IoU": 0.7710655401742625, + "TN": 274831, + "TP": 58318, + "n_pred": 74859, + "n_ref": 59092 + }, + "15": { + "Dice": 0.8138390088961441, + "FN": 14378, + "FP": 333, + "IoU": 0.6861117630742314, + "TN": 303597, + "TP": 32156, + "n_pred": 32489, + "n_ref": 46534 + }, + "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": 0.8673505482844004, + "FN": 245, + "FP": 505, + "IoU": 0.7657713928794504, + "TN": 347262, + "TP": 2452, + "n_pred": 2957, + "n_ref": 2697 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.28281117696867064, + "FN": 1229, + "FP": 465, + "IoU": 0.16469428007889547, + "TN": 874132, + "TP": 334, + "n_pred": 799, + "n_ref": 1563 + }, + "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": 854, + "IoU": 0.0, + "TN": 875306, + "TP": 0, + "n_pred": 854, + "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": 66129, + "IoU": 0.0, + "TN": 810031, + "TP": 0, + "n_pred": 66129, + "n_ref": 0 + }, + "3": { + "Dice": 0.24000615597706898, + "FN": 78593, + "FP": 419, + "IoU": 0.13636761105281567, + "TN": 784672, + "TP": 12476, + "n_pred": 12895, + "n_ref": 91069 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1425, + "IoU": 0.0, + "TN": 874735, + "TP": 0, + "n_pred": 1425, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9470333863804897, + "FN": 3141, + "FP": 3216, + "IoU": 0.8993954548331962, + "TN": 812972, + "TP": 56831, + "n_pred": 60047, + "n_ref": 59972 + }, + "7": { + "Dice": 0.9660553428510833, + "FN": 6599, + "FP": 2524, + "IoU": 0.934339508571922, + "TN": 737218, + "TP": 129819, + "n_pred": 132343, + "n_ref": 136418 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13405, + "IoU": 0.0, + "TN": 862755, + "TP": 0, + "n_pred": 13405, + "n_ref": 0 + }, + "10": { + "Dice": 0.4260903126206098, + "FN": 5418, + "FP": 2017, + "IoU": 0.2707209416380579, + "TN": 865965, + "TP": 2760, + "n_pred": 4777, + "n_ref": 8178 + }, + "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": 0.2280675341434563, + "FN": 35841, + "FP": 50, + "IoU": 0.12871118879421262, + "TN": 834967, + "TP": 5302, + "n_pred": 5352, + "n_ref": 41143 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 876130, + "TP": 0, + "n_pred": 30, + "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": 328, + "IoU": 0.0, + "TN": 875832, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "3": { + "Dice": 0.9073343107401978, + "FN": 1932, + "FP": 2998, + "IoU": 0.8303860180279364, + "TN": 847094, + "TP": 24136, + "n_pred": 27134, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2210, + "IoU": 0.0, + "TN": 873950, + "TP": 0, + "n_pred": 2210, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4706715783508076, + "FN": 463, + "FP": 18217, + "IoU": 0.30776357235501206, + "TN": 849175, + "TP": 8305, + "n_pred": 26522, + "n_ref": 8768 + }, + "7": { + "Dice": 0.8658578544073623, + "FN": 28928, + "FP": 12789, + "IoU": 0.7634473842385202, + "TN": 699806, + "TP": 134637, + "n_pred": 147426, + "n_ref": 163565 + }, + "8": { + "Dice": 0.7893067512460353, + "FN": 405, + "FP": 60, + "IoU": 0.6519461077844312, + "TN": 874824, + "TP": 871, + "n_pred": 931, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6342001167239478, + "FN": 1577, + "FP": 4064, + "IoU": 0.4643433672015953, + "TN": 865629, + "TP": 4890, + "n_pred": 8954, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9304550562387759, + "FN": 10639, + "FP": 2605, + "IoU": 0.8699541442051826, + "TN": 774319, + "TP": 88597, + "n_pred": 91202, + "n_ref": 99236 + }, + "10": { + "Dice": 0.8514945552875831, + "FN": 2276, + "FP": 1788, + "IoU": 0.7413935730194082, + "TN": 860445, + "TP": 11651, + "n_pred": 13439, + "n_ref": 13927 + }, + "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": 3713, + "IoU": 0.0, + "TN": 872447, + "TP": 0, + "n_pred": 3713, + "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": 20, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 876127, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "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": 0.11103271493857049, + "FN": 1423, + "FP": 273243, + "IoU": 0.058779585976238696, + "TN": 584341, + "TP": 17153, + "n_pred": 290396, + "n_ref": 18576 + }, + "7": { + "Dice": 0.5092866309074291, + "FN": 265021, + "FP": 742, + "IoU": 0.34163954081759046, + "TN": 472486, + "TP": 137911, + "n_pred": 138653, + "n_ref": 402932 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0017416545718432512, + "FN": 574, + "FP": 2865, + "IoU": 0.0008715862870424172, + "TN": 522254, + "TP": 3, + "n_pred": 2868, + "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": 0.15057798220662108, + "FN": 13745, + "FP": 290, + "IoU": 0.08141894103017214, + "TN": 510417, + "TP": 1244, + "n_pred": 1534, + "n_ref": 14989 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 54597, + "IoU": 0.0, + "TN": 471099, + "TP": 0, + "n_pred": 54597, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21133, + "IoU": 0.0, + "TN": 504563, + "TP": 0, + "n_pred": 21133, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 525463, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "8": { + "Dice": 0.927037037037037, + "FN": 884, + "FP": 1874, + "IoU": 0.8639972385226096, + "TN": 505417, + "TP": 17521, + "n_pred": 19395, + "n_ref": 18405 + }, + "9": { + "Dice": 0.5612940947183784, + "FN": 941, + "FP": 1310, + "IoU": 0.39013817393660255, + "TN": 522005, + "TP": 1440, + "n_pred": 2750, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0032909772374074414, + "FN": 9912, + "FP": 991, + "IoU": 0.0016482007142203095, + "TN": 865239, + "TP": 18, + "n_pred": 1009, + "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": 0.579072353984429, + "FN": 6800, + "FP": 7203, + "IoU": 0.4075312037232917, + "TN": 852525, + "TP": 9632, + "n_pred": 16835, + "n_ref": 16432 + }, + "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": 0.8360239852398524, + "FN": 557, + "FP": 865, + "IoU": 0.7182484644343174, + "TN": 871113, + "TP": 3625, + "n_pred": 4490, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8822138703246029, + "FN": 17536, + "FP": 6627, + "IoU": 0.7892510444558799, + "TN": 761507, + "TP": 90490, + "n_pred": 97117, + "n_ref": 108026 + }, + "7": { + "Dice": 0.8961305342856954, + "FN": 4604, + "FP": 11145, + "IoU": 0.8118084267380445, + "TN": 792474, + "TP": 67937, + "n_pred": 79082, + "n_ref": 72541 + }, + "8": { + "Dice": 0.6338620912916801, + "FN": 1108, + "FP": 10202, + "IoU": 0.46398104265402845, + "TN": 855060, + "TP": 9790, + "n_pred": 19992, + "n_ref": 10898 + }, + "9": { + "Dice": 0.45901314158194895, + "FN": 9968, + "FP": 941, + "IoU": 0.29786960159618975, + "TN": 860623, + "TP": 4628, + "n_pred": 5569, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 525605, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "10": { + "Dice": 0.6255656298888085, + "FN": 10254, + "FP": 12005, + "IoU": 0.4551440530683181, + "TN": 484843, + "TP": 18594, + "n_pred": 30599, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6625732737208148, + "FN": 5634, + "FP": 11347, + "IoU": 0.4954090274269753, + "TN": 492043, + "TP": 16672, + "n_pred": 28019, + "n_ref": 22306 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7892289547531146, + "FN": 4985, + "FP": 41658, + "IoU": 0.651839964171083, + "TN": 391726, + "TP": 87327, + "n_pred": 128985, + "n_ref": 92312 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.011484823625922888, + "FN": 254, + "FP": 951, + "IoU": 0.005775577557755775, + "TN": 524484, + "TP": 7, + "n_pred": 958, + "n_ref": 261 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "6": { + "Dice": 0.9246027169776506, + "FN": 2327, + "FP": 942, + "IoU": 0.859777806374126, + "TN": 502383, + "TP": 20044, + "n_pred": 20986, + "n_ref": 22371 + }, + "7": { + "Dice": 0.6902449185432061, + "FN": 13862, + "FP": 265, + "IoU": 0.5270030468409951, + "TN": 495829, + "TP": 15740, + "n_pred": 16005, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7229285121063055, + "FN": 1032, + "FP": 7642, + "IoU": 0.5660830415207604, + "TN": 505706, + "TP": 11316, + "n_pred": 18958, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.3912400728847939, + "FN": 17607, + "FP": 100, + "IoU": 0.2431935718254477, + "TN": 151835, + "TP": 5690, + "n_pred": 5790, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9448738291446998, + "FN": 1026, + "FP": 6513, + "IoU": 0.8955079072475017, + "TN": 103083, + "TP": 64610, + "n_pred": 71123, + "n_ref": 65636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9282, + "IoU": 0.0, + "TN": 165950, + "TP": 0, + "n_pred": 9282, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.6087378640776699, + "FN": 519, + "FP": 287, + "IoU": 0.43754361479413817, + "TN": 1225191, + "TP": 627, + "n_pred": 914, + "n_ref": 1146 + }, + "11": { + "Dice": 0.0, + "FN": 1441, + "FP": 0, + "IoU": 0.0, + "TN": 1225183, + "TP": 0, + "n_pred": 0, + "n_ref": 1441 + }, + "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": 0.9562880687925475, + "FN": 3452, + "FP": 1184, + "IoU": 0.9162375557844147, + "TN": 1171277, + "TP": 50711, + "n_pred": 51895, + "n_ref": 54163 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2032, + "IoU": 0.0, + "TN": 1224592, + "TP": 0, + "n_pred": 2032, + "n_ref": 0 + }, + "4": { + "Dice": 0.22845849802371543, + "FN": 459, + "FP": 1493, + "IoU": 0.12896028558679162, + "TN": 1224383, + "TP": 289, + "n_pred": 1782, + "n_ref": 748 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.937936595584304, + "FN": 28238, + "FP": 14248, + "IoU": 0.883126743360787, + "TN": 863102, + "TP": 321036, + "n_pred": 335284, + "n_ref": 349274 + }, + "7": { + "Dice": 0.6776669970652829, + "FN": 2847, + "FP": 13738, + "IoU": 0.5124783209382991, + "TN": 1192605, + "TP": 17434, + "n_pred": 31172, + "n_ref": 20281 + }, + "8": { + "Dice": 0.9050797096429039, + "FN": 10860, + "FP": 1471, + "IoU": 0.8266169853768279, + "TN": 1155504, + "TP": 58789, + "n_pred": 60260, + "n_ref": 69649 + }, + "9": { + "Dice": 0.007875914168608856, + "FN": 12140, + "FP": 205, + "IoU": 0.003953525899628853, + "TN": 1214230, + "TP": 49, + "n_pred": 254, + "n_ref": 12189 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9384050975091717, + "FN": 467, + "FP": 171, + "IoU": 0.8839578028373954, + "TN": 695430, + "TP": 4860, + "n_pred": 5031, + "n_ref": 5327 + }, + "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": 629, + "IoU": 0.0, + "TN": 700299, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + }, + "15": { + "Dice": 0.8108576280781206, + "FN": 32384, + "FP": 1028, + "IoU": 0.6818843960354563, + "TN": 595897, + "TP": 71619, + "n_pred": 72647, + "n_ref": 104003 + }, + "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": 36, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 36, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8679093828041384, + "FN": 2762, + "FP": 200, + "IoU": 0.7666430315922161, + "TN": 1389163, + "TP": 9731, + "n_pred": 9931, + "n_ref": 12493 + }, + "10": { + "Dice": 0.0, + "FN": 65, + "FP": 57, + "IoU": 0.0, + "TN": 1401734, + "TP": 0, + "n_pred": 57, + "n_ref": 65 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 1401080, + "TP": 0, + "n_pred": 776, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 1401509, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14940, + "IoU": 0.0, + "TN": 1386916, + "TP": 0, + "n_pred": 14940, + "n_ref": 0 + }, + "3": { + "Dice": 0.9035042927883531, + "FN": 12749, + "FP": 3503, + "IoU": 0.8239925490323489, + "TN": 1309519, + "TP": 76085, + "n_pred": 79588, + "n_ref": 88834 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.7369003653889482, + "FN": 18970, + "FP": 34746, + "IoU": 0.5834063641510459, + "TN": 1272915, + "TP": 75225, + "n_pred": 109971, + "n_ref": 94195 + }, + "7": { + "Dice": 0.49009031498800854, + "FN": 832, + "FP": 113554, + "IoU": 0.3245825361959423, + "TN": 1232500, + "TP": 54970, + "n_pred": 168524, + "n_ref": 55802 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 1401774, + "TP": 0, + "n_pred": 82, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8468121493572853, + "FN": 44017, + "FP": 53, + "IoU": 0.7343228155632453, + "TN": 710282, + "TP": 121808, + "n_pred": 121861, + "n_ref": 165825 + }, + "10": { + "Dice": 0.7321483149682297, + "FN": 5034, + "FP": 11617, + "IoU": 0.5774715793747462, + "TN": 836752, + "TP": 22757, + "n_pred": 34374, + "n_ref": 27791 + }, + "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": 178, + "IoU": 0.0, + "TN": 875982, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "13": { + "Dice": 0.16916780354706684, + "FN": 21848, + "FP": 76, + "IoU": 0.09239940387481371, + "TN": 852004, + "TP": 2232, + "n_pred": 2308, + "n_ref": 24080 + }, + "14": { + "Dice": 0.9875128358794811, + "FN": 1784, + "FP": 1779, + "IoU": 0.97533368409393, + "TN": 731712, + "TP": 140885, + "n_pred": 142664, + "n_ref": 142669 + }, + "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": 0.8636042402826856, + "FN": 193, + "FP": 0, + "IoU": 0.7599502487562189, + "TN": 875356, + "TP": 611, + "n_pred": 611, + "n_ref": 804 + }, + "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": 41, + "IoU": 0.0, + "TN": 876119, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 54849, + "IoU": 0.0, + "TN": 821311, + "TP": 0, + "n_pred": 54849, + "n_ref": 0 + }, + "7": { + "Dice": 0.20548582054858205, + "FN": 512, + "FP": 1197, + "IoU": 0.11450777202072539, + "TN": 874230, + "TP": 221, + "n_pred": 1418, + "n_ref": 733 + }, + "8": { + "Dice": 0.8792645821195054, + "FN": 1659, + "FP": 206, + "IoU": 0.7845425138632163, + "TN": 867504, + "TP": 6791, + "n_pred": 6997, + "n_ref": 8450 + }, + "9": { + "Dice": 0.8352239579957218, + "FN": 4886, + "FP": 198, + "IoU": 0.7170682842673494, + "TN": 858191, + "TP": 12885, + "n_pred": 13083, + "n_ref": 17771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 525463, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "10": { + "Dice": 0.7973086627417998, + "FN": 541, + "FP": 182, + "IoU": 0.6629370629370629, + "TN": 523551, + "TP": 1422, + "n_pred": 1604, + "n_ref": 1963 + }, + "11": { + "Dice": 0.0, + "FN": 2752, + "FP": 0, + "IoU": 0.0, + "TN": 522944, + "TP": 0, + "n_pred": 0, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26785079928952044, + "FN": 15489, + "FP": 999, + "IoU": 0.1546349466776046, + "TN": 506192, + "TP": 3016, + "n_pred": 4015, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9607383673664578, + "FN": 866, + "FP": 776, + "IoU": 0.9244432173752991, + "TN": 503964, + "TP": 20090, + "n_pred": 20866, + "n_ref": 20956 + }, + "3": { + "Dice": 0.13636363636363635, + "FN": 0, + "FP": 38, + "IoU": 0.07317073170731707, + "TN": 525655, + "TP": 3, + "n_pred": 41, + "n_ref": 3 + }, + "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": 45, + "IoU": 0.0, + "TN": 525651, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591616935626258, + "FN": 868, + "FP": 3758, + "IoU": 0.9215280487184272, + "TN": 466745, + "TP": 54325, + "n_pred": 58083, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9621454038133622, + "FN": 159, + "FP": 1062, + "IoU": 0.9270522165133229, + "TN": 508958, + "TP": 15517, + "n_pred": 16579, + "n_ref": 15676 + }, + "9": { + "Dice": 0.911348912301037, + "FN": 2037, + "FP": 2246, + "IoU": 0.8371359038710168, + "TN": 499398, + "TP": 22015, + "n_pred": 24261, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8797721794572739, + "FN": 10135, + "FP": 2235, + "IoU": 0.7853511253014975, + "TN": 818531, + "TP": 45259, + "n_pred": 47494, + "n_ref": 55394 + }, + "10": { + "Dice": 0.6456087574162279, + "FN": 1369, + "FP": 2872, + "IoU": 0.4766781836130306, + "TN": 868056, + "TP": 3863, + "n_pred": 6735, + "n_ref": 5232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "13": { + "Dice": 0.0, + "FN": 1461, + "FP": 578, + "IoU": 0.0, + "TN": 874121, + "TP": 0, + "n_pred": 578, + "n_ref": 1461 + }, + "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": 66, + "IoU": 0.0, + "TN": 876094, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "3": { + "Dice": 0.8860474094664504, + "FN": 6657, + "FP": 722, + "IoU": 0.7954085452075305, + "TN": 840093, + "TP": 28688, + "n_pred": 29410, + "n_ref": 35345 + }, + "4": { + "Dice": 0.6585009807946718, + "FN": 44873, + "FP": 43, + "IoU": 0.4908695208623797, + "TN": 787939, + "TP": 43305, + "n_pred": 43348, + "n_ref": 88178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.814803291997025, + "FN": 3954, + "FP": 34143, + "IoU": 0.6874835936474603, + "TN": 754256, + "TP": 83807, + "n_pred": 117950, + "n_ref": 87761 + }, + "7": { + "Dice": 0.0021199774752393256, + "FN": 29, + "FP": 120471, + "IoU": 0.0010611135059853433, + "TN": 755532, + "TP": 128, + "n_pred": 120599, + "n_ref": 157 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 875982, + "TP": 0, + "n_pred": 178, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.6951003848954541, + "FN": 8738, + "FP": 5917, + "IoU": 0.5326849489795918, + "TN": 494336, + "TP": 16705, + "n_pred": 22622, + "n_ref": 25443 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28063300678221553, + "FN": 4200, + "FP": 573, + "IoU": 0.163218793828892, + "TN": 519992, + "TP": 931, + "n_pred": 1504, + "n_ref": 5131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 66, + "FP": 0, + "IoU": 0.0, + "TN": 525630, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.8495399565801716, + "FN": 1566, + "FP": 5711, + "IoU": 0.7384349951475504, + "TN": 497875, + "TP": 20544, + "n_pred": 26255, + "n_ref": 22110 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.7986616015497245, + "FN": 7761, + "FP": 242, + "IoU": 0.6648098508962975, + "TN": 501820, + "TP": 15873, + "n_pred": 16115, + "n_ref": 23634 + }, + "9": { + "Dice": 0.8289188930383989, + "FN": 8191, + "FP": 742, + "IoU": 0.7078236410021587, + "TN": 495122, + "TP": 21641, + "n_pred": 22383, + "n_ref": 29832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 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": 0.9137366903283053, + "FN": 6010, + "FP": 212, + "IoU": 0.8411742182514359, + "TN": 661753, + "TP": 32953, + "n_pred": 33165, + "n_ref": 38963 + }, + "15": { + "Dice": 0.03520536462699078, + "FN": 0, + "FP": 1151, + "IoU": 0.017918088737201365, + "TN": 699756, + "TP": 21, + "n_pred": 1172, + "n_ref": 21 + }, + "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": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8518330430664643, + "FN": 43363, + "FP": 4194, + "IoU": 0.7419069482207497, + "TN": 516665, + "TP": 136706, + "n_pred": 140900, + "n_ref": 180069 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32640, + "IoU": 0.0, + "TN": 668288, + "TP": 0, + "n_pred": 32640, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "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": 199, + "IoU": 0.0, + "TN": 350265, + "TP": 0, + "n_pred": 199, + "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": 0.943953406696324, + "FN": 2445, + "FP": 1385, + "IoU": 0.8938558323864424, + "TN": 314381, + "TP": 32253, + "n_pred": 33638, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9645478614632886, + "FN": 2130, + "FP": 1164, + "IoU": 0.9315233660402461, + "TN": 302360, + "TP": 44810, + "n_pred": 45974, + "n_ref": 46940 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 940, + "IoU": 0.0, + "TN": 349524, + "TP": 0, + "n_pred": 940, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 700424, + "TP": 0, + "n_pred": 504, + "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": 0.0, + "FN": 0, + "FP": 534, + "IoU": 0.0, + "TN": 700394, + "TP": 0, + "n_pred": 534, + "n_ref": 0 + }, + "6": { + "Dice": 0.9472806179809238, + "FN": 6618, + "FP": 2104, + "IoU": 0.8998415286741233, + "TN": 613846, + "TP": 78360, + "n_pred": 80464, + "n_ref": 84978 + }, + "7": { + "Dice": 0.8243964624332722, + "FN": 0, + "FP": 4408, + "IoU": 0.7012538122670281, + "TN": 686173, + "TP": 10347, + "n_pred": 14755, + "n_ref": 10347 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8875015007804058, + "FN": 362, + "FP": 575, + "IoU": 0.79775523418951, + "TN": 1221991, + "TP": 3696, + "n_pred": 4271, + "n_ref": 4058 + }, + "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": 0.5902186215523917, + "FN": 6113, + "FP": 766, + "IoU": 0.4186596805543818, + "TN": 1214791, + "TP": 4954, + "n_pred": 5720, + "n_ref": 11067 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1529, + "IoU": 0.0, + "TN": 1225095, + "TP": 0, + "n_pred": 1529, + "n_ref": 0 + }, + "15": { + "Dice": 0.9066612860976007, + "FN": 26167, + "FP": 201, + "IoU": 0.8292592904366295, + "TN": 1072191, + "TP": 128065, + "n_pred": 128266, + "n_ref": 154232 + }, + "2": { + "Dice": 0.9591686069623488, + "FN": 1733, + "FP": 2581, + "IoU": 0.9215408118725448, + "TN": 1171640, + "TP": 50670, + "n_pred": 53251, + "n_ref": 52403 + }, + "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": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "6": { + "Dice": 0.9555579830861803, + "FN": 3112, + "FP": 6652, + "IoU": 0.9148980676875877, + "TN": 1111891, + "TP": 104969, + "n_pred": 111621, + "n_ref": 108081 + }, + "7": { + "Dice": 0.9713300225427549, + "FN": 5519, + "FP": 1247, + "IoU": 0.9442581623153541, + "TN": 1105243, + "TP": 114615, + "n_pred": 115862, + "n_ref": 120134 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749370967515216, + "FN": 1139, + "FP": 644, + "IoU": 0.951099775108332, + "TN": 1014930, + "TP": 34679, + "n_pred": 35323, + "n_ref": 35818 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 1051053, + "TP": 0, + "n_pred": 339, + "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": 160, + "IoU": 0.0, + "TN": 1051232, + "TP": 0, + "n_pred": 160, + "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": 26, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2729, + "IoU": 0.0, + "TN": 1048663, + "TP": 0, + "n_pred": 2729, + "n_ref": 0 + }, + "3": { + "Dice": 0.887935613024472, + "FN": 2671, + "FP": 72, + "IoU": 0.7984570168993387, + "TN": 1037782, + "TP": 10867, + "n_pred": 10939, + "n_ref": 13538 + }, + "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": 0.8603964018047257, + "FN": 2976, + "FP": 11907, + "IoU": 0.7549962137424686, + "TN": 990646, + "TP": 45863, + "n_pred": 57770, + "n_ref": 48839 + }, + "7": { + "Dice": 0.9593147371457736, + "FN": 1341, + "FP": 7826, + "IoU": 0.9218106293873304, + "TN": 934151, + "TP": 108074, + "n_pred": 115900, + "n_ref": 109415 + }, + "8": { + "Dice": 0.5546236406283318, + "FN": 2133, + "FP": 35463, + "IoU": 0.38372264568477993, + "TN": 990387, + "TP": 23409, + "n_pred": 58872, + "n_ref": 25542 + }, + "9": { + "Dice": 0.5233644859813084, + "FN": 1933, + "FP": 5, + "IoU": 0.35443037974683544, + "TN": 1048390, + "TP": 1064, + "n_pred": 1069, + "n_ref": 2997 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 1381, + "IoU": 0.0, + "TN": 699547, + "TP": 0, + "n_pred": 1381, + "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": 5240, + "IoU": 0.0, + "TN": 695688, + "TP": 0, + "n_pred": 5240, + "n_ref": 0 + }, + "14": { + "Dice": 0.2236317918895707, + "FN": 27342, + "FP": 47687, + "IoU": 0.12589270111259976, + "TN": 615093, + "TP": 10806, + "n_pred": 58493, + "n_ref": 38148 + }, + "15": { + "Dice": 0.006338872708583176, + "FN": 13952, + "FP": 20848, + "IoU": 0.003179513620348887, + "TN": 666017, + "TP": 111, + "n_pred": 20959, + "n_ref": 14063 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 700669, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "3": { + "Dice": 0.9679755366569808, + "FN": 1666, + "FP": 439, + "IoU": 0.9379385576979775, + "TN": 667010, + "TP": 31813, + "n_pred": 32252, + "n_ref": 33479 + }, + "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": 0.49334298118668596, + "FN": 3114, + "FP": 3888, + "IoU": 0.32744212851791377, + "TN": 690517, + "TP": 3409, + "n_pred": 7297, + "n_ref": 6523 + }, + "7": { + "Dice": 0.9513862273752829, + "FN": 7231, + "FP": 7356, + "IoU": 0.9072799272833597, + "TN": 543605, + "TP": 142736, + "n_pred": 150092, + "n_ref": 149967 + }, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954903257461015, + "FN": 490, + "FP": 3738, + "IoU": 0.9136984344063195, + "TN": 301473, + "TP": 44763, + "n_pred": 48501, + "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": 0.9263366247553926, + "FN": 1746, + "FP": 4804, + "IoU": 0.8627812460719823, + "TN": 302730, + "TP": 41184, + "n_pred": 45988, + "n_ref": 42930 + }, + "15": { + "Dice": 0.6380650277557494, + "FN": 1382, + "FP": 3182, + "IoU": 0.4684988936764877, + "TN": 341877, + "TP": 4023, + "n_pred": 7205, + "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": 0.9134328358208955, + "FN": 28, + "FP": 30, + "IoU": 0.8406593406593407, + "TN": 350100, + "TP": 306, + "n_pred": 336, + "n_ref": 334 + }, + "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": 28, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19074860716801503, + "FN": 75806, + "FP": 16, + "IoU": 0.10542957596923004, + "TN": 1141866, + "TP": 8936, + "n_pred": 8952, + "n_ref": 84742 + }, + "10": { + "Dice": 0.28996865203761757, + "FN": 11240, + "FP": 538, + "IoU": 0.1695692025664528, + "TN": 1212441, + "TP": 2405, + "n_pred": 2943, + "n_ref": 13645 + }, + "11": { + "Dice": 0.0, + "FN": 410, + "FP": 0, + "IoU": 0.0, + "TN": 1226214, + "TP": 0, + "n_pred": 0, + "n_ref": 410 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 12353, + "FP": 0, + "IoU": 0.0, + "TN": 1214271, + "TP": 0, + "n_pred": 0, + "n_ref": 12353 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1226604, + "TP": 0, + "n_pred": 20, + "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": 87581, + "FP": 10277, + "IoU": 0.0, + "TN": 1128766, + "TP": 0, + "n_pred": 10277, + "n_ref": 87581 + }, + "3": { + "Dice": 0.4846382451039083, + "FN": 9887, + "FP": 86531, + "IoU": 0.3198168645460766, + "TN": 1084871, + "TP": 45335, + "n_pred": 131866, + "n_ref": 55222 + }, + "4": { + "Dice": 0.0, + "FN": 85326, + "FP": 0, + "IoU": 0.0, + "TN": 1141298, + "TP": 0, + "n_pred": 0, + "n_ref": 85326 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5766315765785316, + "FN": 192492, + "FP": 70891, + "IoU": 0.4051175838174311, + "TN": 783876, + "TP": 179365, + "n_pred": 250256, + "n_ref": 371857 + }, + "7": { + "Dice": 0.13421448802020872, + "FN": 24097, + "FP": 43765, + "IoU": 0.07193457509367905, + "TN": 1153502, + "TP": 5260, + "n_pred": 49025, + "n_ref": 29357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2, + "FN": 703, + "FP": 1, + "IoU": 0.1111111111111111, + "TN": 1225832, + "TP": 88, + "n_pred": 89, + "n_ref": 791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__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": 0.5652259719755279, + "FN": 384, + "FP": 1819, + "IoU": 0.3939477303988996, + "TN": 171597, + "TP": 1432, + "n_pred": 3251, + "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": 0.37128089302002343, + "FN": 11790, + "FP": 2685, + "IoU": 0.22795882447063842, + "TN": 156483, + "TP": 4274, + "n_pred": 6959, + "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": 0.8813874264478166, + "FN": 345, + "FP": 38, + "IoU": 0.7879291251384275, + "TN": 173426, + "TP": 1423, + "n_pred": 1461, + "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": 0.8741044012282497, + "FN": 6982, + "FP": 890, + "IoU": 0.7763636363636364, + "TN": 140032, + "TP": 27328, + "n_pred": 28218, + "n_ref": 34310 + }, + "8": { + "Dice": 0.8038706632050979, + "FN": 242, + "FP": 589, + "IoU": 0.6720599842146804, + "TN": 172698, + "TP": 1703, + "n_pred": 2292, + "n_ref": 1945 + }, + "9": { + "Dice": 0.8248537580494519, + "FN": 1368, + "FP": 2195, + "IoU": 0.7019158370283611, + "TN": 163279, + "TP": 8390, + "n_pred": 10585, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9094567404426559, + "FN": 22, + "FP": 338, + "IoU": 0.8339483394833949, + "TN": 173064, + "TP": 1808, + "n_pred": 2146, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.20974760661444736, + "FN": 3632, + "FP": 0, + "IoU": 0.11716091395235781, + "TN": 171118, + "TP": 482, + "n_pred": 482, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1383, + "IoU": 0.0, + "TN": 173849, + "TP": 0, + "n_pred": 1383, + "n_ref": 0 + }, + "7": { + "Dice": 0.9147823351291832, + "FN": 1744, + "FP": 423, + "IoU": 0.8429482533700536, + "TN": 161434, + "TP": 11631, + "n_pred": 12054, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9589659417316373, + "FN": 941, + "FP": 859, + "IoU": 0.9211667323610564, + "TN": 152399, + "TP": 21033, + "n_pred": 21892, + "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_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9870942435925646, + "FN": 1530, + "FP": 1168, + "IoU": 0.9745173599304847, + "TN": 770284, + "TP": 103178, + "n_pred": 104346, + "n_ref": 104708 + }, + "10": { + "Dice": 0.7468154798010433, + "FN": 1639, + "FP": 448, + "IoU": 0.5959341723136495, + "TN": 870995, + "TP": 3078, + "n_pred": 3526, + "n_ref": 4717 + }, + "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": 0.6105706021561925, + "FN": 1939, + "FP": 1023, + "IoU": 0.43943981831945494, + "TN": 870876, + "TP": 2322, + "n_pred": 3345, + "n_ref": 4261 + }, + "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": 1212, + "IoU": 0.0, + "TN": 874948, + "TP": 0, + "n_pred": 1212, + "n_ref": 0 + }, + "3": { + "Dice": 0.9468540012217471, + "FN": 57, + "FP": 117, + "IoU": 0.8990719257540604, + "TN": 874436, + "TP": 1550, + "n_pred": 1667, + "n_ref": 1607 + }, + "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": 0.10087719298245613, + "FN": 0, + "FP": 820, + "IoU": 0.053117782909930716, + "TN": 875294, + "TP": 46, + "n_pred": 866, + "n_ref": 46 + }, + "7": { + "Dice": 0.8946439785878765, + "FN": 1034, + "FP": 2489, + "IoU": 0.8093717872409502, + "TN": 857679, + "TP": 14958, + "n_pred": 17447, + "n_ref": 15992 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3815980629539952, + "FN": 637, + "FP": 640, + "IoU": 0.2357869539198085, + "TN": 874489, + "TP": 394, + "n_pred": 1034, + "n_ref": 1031 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676461/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset092_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-softrank_bald__seed-12345/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.3618727156263365, + "FN": 3729.0373333333328, + "FP": 4171.40088888889, + "IoU": 0.3063026639693804, + "TN": 682118.0342222222, + "TP": 10909.527555555554, + "n_pred": 15080.928444444444, + "n_ref": 14638.564888888888 + }, + "mean": { + "1": { + "Dice": 0.582677196665163, + "FN": 5623.793333333333, + "FP": 2013.0733333333333, + "IoU": 0.5137429870753344, + "TN": 678576.8933333333, + "TP": 14714.24, + "n_pred": 16727.313333333335, + "n_ref": 20338.033333333333 + }, + "10": { + "Dice": 0.3369039955110007, + "FN": 2857.7133333333336, + "FP": 2219.126666666666, + "IoU": 0.25806757131908303, + "TN": 692615.0266666666, + "TP": 3236.1333333333337, + "n_pred": 5455.26, + "n_ref": 6093.846666666667 + }, + "11": { + "Dice": 0.0, + "FN": 147.90666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 700780.0933333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 147.90666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 295.61333333333334, + "FP": 2.88, + "IoU": 0.0, + "TN": 700629.5066666667, + "TP": 0.0, + "n_pred": 2.88, + "n_ref": 295.61333333333334 + }, + "13": { + "Dice": 0.25474626774782183, + "FN": 2985.1333333333337, + "FP": 1341.6133333333332, + "IoU": 0.17790581342278344, + "TN": 695264.14, + "TP": 1337.1133333333332, + "n_pred": 2678.7266666666665, + "n_ref": 4322.246666666667 + }, + "14": { + "Dice": 0.42722249848009797, + "FN": 3925.6933333333336, + "FP": 7114.3133333333335, + "IoU": 0.37498775137258034, + "TN": 677886.3933333333, + "TP": 12001.6, + "n_pred": 19115.91333333333, + "n_ref": 15927.293333333335 + }, + "15": { + "Dice": 0.3197748825128536, + "FN": 2828.3933333333334, + "FP": 1971.9333333333332, + "IoU": 0.2582261855461806, + "TN": 691741.7666666666, + "TP": 4385.906666666667, + "n_pred": 6357.84, + "n_ref": 7214.3 + }, + "2": { + "Dice": 0.4451626584168463, + "FN": 3729.0533333333333, + "FP": 4484.046666666666, + "IoU": 0.38624875529836067, + "TN": 680728.3533333333, + "TP": 11986.546666666667, + "n_pred": 16470.593333333334, + "n_ref": 15715.6 + }, + "3": { + "Dice": 0.5126168375811723, + "FN": 7101.106666666667, + "FP": 2961.586666666667, + "IoU": 0.4452767773672145, + "TN": 681261.7733333333, + "TP": 9603.533333333335, + "n_pred": 12565.119999999999, + "n_ref": 16704.640000000003 + }, + "4": { + "Dice": 0.2815060069397315, + "FN": 2459.9466666666667, + "FP": 576.0533333333333, + "IoU": 0.22509566975904569, + "TN": 696154.3933333333, + "TP": 1737.6066666666666, + "n_pred": 2313.66, + "n_ref": 4197.553333333333 + }, + "5": { + "Dice": 0.03196946914921488, + "FN": 578.7133333333334, + "FP": 23.48, + "IoU": 0.017861605709532987, + "TN": 700317.0133333333, + "TP": 8.793333333333333, + "n_pred": 32.27333333333333, + "n_ref": 587.5066666666667 + }, + "6": { + "Dice": 0.7144818893023809, + "FN": 10682.353333333333, + "FP": 23408.946666666667, + "IoU": 0.637053884413066, + "TN": 604322.3666666666, + "TP": 62514.333333333336, + "n_pred": 85923.28, + "n_ref": 73196.68666666668 + }, + "7": { + "Dice": 0.4821868375629571, + "FN": 10087.333333333334, + "FP": 14442.12, + "IoU": 0.41158023598707844, + "TN": 642612.5999999999, + "TP": 33785.94666666667, + "n_pred": 48228.066666666666, + "n_ref": 43873.28 + }, + "8": { + "Dice": 0.5845782750476316, + "FN": 1299.0400000000002, + "FP": 1129.0266666666666, + "IoU": 0.5179297977860167, + "TN": 692925.02, + "TP": 5574.913333333333, + "n_pred": 6703.94, + "n_ref": 6873.953333333333 + }, + "9": { + "Dice": 0.4542639194781767, + "FN": 1333.7666666666667, + "FP": 882.8133333333333, + "IoU": 0.37056292448442874, + "TN": 695955.1733333333, + "TP": 2756.246666666667, + "n_pred": 3639.06, + "n_ref": 4090.0133333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_000/summary.json b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a4f637d6dbef071532504bd1508a87a0822f892 --- /dev/null +++ b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7238980584474028, + "FN": 31621.536, + "FP": 35649.54533333333, + "IoU": 0.6064193951784919, + "TN": 96234720.76399998, + "TP": 154968.9946666667, + "n_pred": 190618.54, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.861418794748223, + "FN": 28948.68, + "FP": 20608.14, + "IoU": 0.7842232108355472, + "TN": 96242064.56, + "TP": 165339.46, + "n_pred": 185947.6, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6882509130053478, + "FN": 19465.34, + "FP": 27524.76, + "IoU": 0.5476453200771378, + "TN": 96355213.52, + "TP": 54757.22, + "n_pred": 82281.98, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6331386386324328, + "FN": 1520.46, + "FP": 747.68, + "IoU": 0.4851416067059356, + "TN": 96452512.78, + "TP": 2179.92, + "n_pred": 2927.6, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6121099944377055, + "FN": 1819.98, + "FP": 1019.04, + "IoU": 0.458129078302197, + "TN": 96451705.14, + "TP": 2416.68, + "n_pred": 3435.72, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5951891178204287, + "FN": 25573.16, + "FP": 14793.32, + "IoU": 0.44604850459437195, + "TN": 96384309.38, + "TP": 32284.98, + "n_pred": 47078.3, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.672174243740137, + "FN": 62482.24, + "FP": 21356.62, + "IoU": 0.5539728005561594, + "TN": 96297246.08, + "TP": 75875.9, + "n_pred": 97232.52, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5080666814195693, + "FN": 14258.66, + "FP": 53802.1, + "IoU": 0.3842296383928901, + "TN": 96349111.7, + "TP": 39788.38, + "n_pred": 93590.48, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.780770036418373, + "FN": 38715.2, + "FP": 25806.22, + "IoU": 0.6655659045254686, + "TN": 96274312.92, + "TP": 118126.5, + "n_pred": 143932.72, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7976940081124124, + "FN": 23705.96, + "FP": 50298.46, + "IoU": 0.6839147101698102, + "TN": 96243259.8, + "TP": 139696.62, + "n_pred": 189995.08, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6565475845189759, + "FN": 8010.0, + "FP": 6302.6, + "IoU": 0.5591507263799527, + "TN": 96424080.74, + "TP": 18567.5, + "n_pred": 24870.1, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.709359234072121, + "FN": 7127.44, + "FP": 2992.58, + "IoU": 0.5680050757935471, + "TN": 96436816.1, + "TP": 10024.72, + "n_pred": 13017.3, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9026914688108735, + "FN": 81045.12, + "FP": 222546.34, + "IoU": 0.8314969811626198, + "TN": 94875190.88, + "TP": 1278178.5, + "n_pred": 1500724.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.689669052806478, + "FN": 133546.4, + "FP": 65629.3, + "IoU": 0.5574294613739903, + "TN": 96052406.88, + "TP": 205378.26, + "n_pred": 271007.56, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9084924880348622, + "FN": 15086.12, + "FP": 11804.76, + "IoU": 0.835066336605705, + "TN": 96312786.9, + "TP": 117283.06, + "n_pred": 129087.82, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8428986201331017, + "FN": 13018.28, + "FP": 9511.26, + "IoU": 0.7362715722020445, + "TN": 96369794.08, + "TP": 64637.22, + "n_pred": 74148.48, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8832304858735746, + "FN": 3735, + "FP": 19786, + "IoU": 0.7908798321419681, + "TN": 119480844, + "TP": 88955, + "n_pred": 108741, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7082377571975266, + "FN": 13429, + "FP": 37576, + "IoU": 0.5482725332341402, + "TN": 119480409, + "TP": 61906, + "n_pred": 99482, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7547396930484502, + "FN": 1038, + "FP": 592, + "IoU": 0.6060898985016916, + "TN": 119589182, + "TP": 2508, + "n_pred": 3100, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7203922822726788, + "FN": 1086, + "FP": 1537, + "IoU": 0.5629790069976675, + "TN": 119587318, + "TP": 3379, + "n_pred": 4916, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4109498257690746, + "FN": 33534, + "FP": 21574, + "IoU": 0.2586134990784464, + "TN": 119518989, + "TP": 19223, + "n_pred": 40797, + "n_ref": 52757 + }, + "14": { + "Dice": 0.39987518478010775, + "FN": 184051, + "FP": 6350, + "IoU": 0.24990249571572085, + "TN": 119339485, + "TP": 63434, + "n_pred": 69784, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 207890, + "IoU": 0.0, + "TN": 119352567, + "TP": 0, + "n_pred": 207890, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8933978285721837, + "FN": 5601, + "FP": 26663, + "IoU": 0.8073342449883854, + "TN": 119425859, + "TP": 135197, + "n_pred": 161860, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9476324539756468, + "FN": 6792, + "FP": 11288, + "IoU": 0.9004766989970605, + "TN": 119411654, + "TP": 163586, + "n_pred": 174874, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7518548661098776, + "FN": 30127, + "FP": 1278, + "IoU": 0.6023777569572814, + "TN": 119514338, + "TP": 47577, + "n_pred": 48855, + "n_ref": 77704 + }, + "5": { + "Dice": 0.12545922746781116, + "FN": 58783, + "FP": 17630, + "IoU": 0.06692798007180013, + "TN": 119511426, + "TP": 5481, + "n_pred": 23111, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9616235922682593, + "FN": 27151, + "FP": 65019, + "IoU": 0.9260838219243227, + "TN": 118346367, + "TP": 1154783, + "n_pred": 1219802, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 217972, + "IoU": 0.0, + "TN": 119375348, + "TP": 0, + "n_pred": 217972, + "n_ref": 0 + }, + "8": { + "Dice": 0.8093272445905988, + "FN": 52207, + "FP": 58191, + "IoU": 0.679722653360217, + "TN": 119248625, + "TP": 234297, + "n_pred": 292488, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8086815168902117, + "FN": 22060, + "FP": 3715, + "IoU": 0.6788121970367232, + "TN": 119513071, + "TP": 54474, + "n_pred": 58189, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9046788829451509, + "FN": 13694, + "FP": 23156, + "IoU": 0.8259485450054082, + "TN": 72613941, + "TP": 174869, + "n_pred": 198025, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7130586033262539, + "FN": 11878, + "FP": 33653, + "IoU": 0.554072318420434, + "TN": 72723556, + "TP": 56573, + "n_pred": 90226, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6370340841140124, + "FN": 649, + "FP": 1172, + "IoU": 0.467388125182802, + "TN": 72822241, + "TP": 1598, + "n_pred": 2770, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7046398891966759, + "FN": 839, + "FP": 867, + "IoU": 0.5439721999465383, + "TN": 72821919, + "TP": 2035, + "n_pred": 2902, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7017345361605835, + "FN": 15451, + "FP": 14074, + "IoU": 0.5405169864761816, + "TN": 72761403, + "TP": 34732, + "n_pred": 48806, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8290693751236141, + "FN": 5627, + "FP": 23757, + "IoU": 0.7080431218639773, + "TN": 72725015, + "TP": 71261, + "n_pred": 95018, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3401444934753457, + "FN": 13691, + "FP": 98010, + "IoU": 0.2049241588429152, + "TN": 72685169, + "TP": 28790, + "n_pred": 126800, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8926359207765886, + "FN": 10325, + "FP": 19869, + "IoU": 0.8060907316070695, + "TN": 72669948, + "TP": 125518, + "n_pred": 145387, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9496703946433851, + "FN": 3470, + "FP": 9639, + "IoU": 0.9041641688476891, + "TN": 72688874, + "TP": 123677, + "n_pred": 133316, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8600969682808576, + "FN": 4924, + "FP": 2261, + "IoU": 0.7545352054934918, + "TN": 72796389, + "TP": 22086, + "n_pred": 24347, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7772313744775018, + "FN": 2317, + "FP": 1307, + "IoU": 0.6356324150412226, + "TN": 72815714, + "TP": 6322, + "n_pred": 7629, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9363719450790265, + "FN": 40855, + "FP": 117735, + "IoU": 0.8803565689592477, + "TN": 71500138, + "TP": 1166932, + "n_pred": 1284667, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6973812751589503, + "FN": 87899, + "FP": 43134, + "IoU": 0.5353686860627981, + "TN": 72543645, + "TP": 150982, + "n_pred": 194116, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9221147800078174, + "FN": 3934, + "FP": 5232, + "IoU": 0.8554851322801375, + "TN": 72762234, + "TP": 54260, + "n_pred": 59492, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8467497518767444, + "FN": 14425, + "FP": 8582, + "IoU": 0.734228978710132, + "TN": 72739093, + "TP": 63560, + "n_pred": 72142, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9542483403154433, + "FN": 17337, + "FP": 5936, + "IoU": 0.9124999530034552, + "TN": 71543511, + "TP": 242704, + "n_pred": 248640, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7960003599464315, + "FN": 18529, + "FP": 20010, + "IoU": 0.6611300647158131, + "TN": 71695760, + "TP": 75189, + "n_pred": 95199, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6281740255539382, + "FN": 1427, + "FP": 872, + "IoU": 0.45791087007781184, + "TN": 71805247, + "TP": 1942, + "n_pred": 2814, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6028863304686233, + "FN": 2791, + "FP": 2107, + "IoU": 0.43152274837511606, + "TN": 71800872, + "TP": 3718, + "n_pred": 5825, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7342089331360151, + "FN": 20242, + "FP": 11368, + "IoU": 0.580039591332421, + "TN": 71734219, + "TP": 43659, + "n_pred": 55027, + "n_ref": 63901 + }, + "14": { + "Dice": 0.342176553601129, + "FN": 413545, + "FP": 4115, + "IoU": 0.20640108230125825, + "TN": 71283202, + "TP": 108626, + "n_pred": 112741, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6671421034438845, + "FN": 88986, + "FP": 2495, + "IoU": 0.5005350571637602, + "TN": 71626330, + "TP": 91677, + "n_pred": 94172, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8582741279953591, + "FN": 24076, + "FP": 16479, + "IoU": 0.7517339748887378, + "TN": 71646135, + "TP": 122798, + "n_pred": 139277, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9098245915869652, + "FN": 10482, + "FP": 24111, + "IoU": 0.834567157326906, + "TN": 71600382, + "TP": 174513, + "n_pred": 198624, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7125892030288173, + "FN": 894, + "FP": 9658, + "IoU": 0.5535056911945161, + "TN": 71785855, + "TP": 13081, + "n_pred": 22739, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8461174690248747, + "FN": 1397, + "FP": 1857, + "IoU": 0.7332786885245902, + "TN": 71797288, + "TP": 8946, + "n_pred": 10803, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9233741852501182, + "FN": 36036, + "FP": 165145, + "IoU": 0.8576556242659232, + "TN": 70396148, + "TP": 1212159, + "n_pred": 1377304, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8972249403443717, + "FN": 26083, + "FP": 21811, + "IoU": 0.8136064852831862, + "TN": 71552537, + "TP": 209057, + "n_pred": 230868, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9334154903278811, + "FN": 6250, + "FP": 4448, + "IoU": 0.8751444277161163, + "TN": 71723805, + "TP": 74985, + "n_pred": 79433, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8684194921786981, + "FN": 14930, + "FP": 7260, + "IoU": 0.7674394231575418, + "TN": 71714072, + "TP": 73226, + "n_pred": 80486, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9371963873175386, + "FN": 14805, + "FP": 11918, + "IoU": 0.8818152066232664, + "TN": 135219398, + "TP": 199389, + "n_pred": 211307, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7588195724020941, + "FN": 20273, + "FP": 20958, + "IoU": 0.6113692703571395, + "TN": 135339417, + "TP": 64862, + "n_pred": 85820, + "n_ref": 85135 + }, + "11": { + "Dice": 0.36917293233082704, + "FN": 2565, + "FP": 791, + "IoU": 0.22637159981558322, + "TN": 135441172, + "TP": 982, + "n_pred": 1773, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5354726042348832, + "FN": 3055, + "FP": 1201, + "IoU": 0.3656282605455358, + "TN": 135438801, + "TP": 2453, + "n_pred": 3654, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7336546004706938, + "FN": 7841, + "FP": 15925, + "IoU": 0.5793479415200538, + "TN": 135389012, + "TP": 32732, + "n_pred": 48657, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8570959847977361, + "FN": 17627, + "FP": 24185, + "IoU": 0.7499282296650718, + "TN": 135278310, + "TP": 125388, + "n_pred": 149573, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3646477870914118, + "FN": 17737, + "FP": 99218, + "IoU": 0.22297813536012542, + "TN": 135294993, + "TP": 33562, + "n_pred": 132780, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8015572331040426, + "FN": 25368, + "FP": 65823, + "IoU": 0.6688323007531903, + "TN": 135170148, + "TP": 184171, + "n_pred": 249994, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7792558863939606, + "FN": 69760, + "FP": 19248, + "IoU": 0.6383449878714249, + "TN": 135199397, + "TP": 157105, + "n_pred": 176353, + "n_ref": 226865 + }, + "4": { + "Dice": 0.852095853554276, + "FN": 2954, + "FP": 8810, + "IoU": 0.742305754528926, + "TN": 135399859, + "TP": 33887, + "n_pred": 42697, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5594793887704336, + "FN": 15449, + "FP": 4385, + "IoU": 0.38838693761756454, + "TN": 135413081, + "TP": 12595, + "n_pred": 16980, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9581445086619825, + "FN": 40625, + "FP": 101064, + "IoU": 0.9196520214444251, + "TN": 133682068, + "TP": 1621753, + "n_pred": 1722817, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7921061552381348, + "FN": 36572, + "FP": 48673, + "IoU": 0.6557746433373849, + "TN": 135197867, + "TP": 162398, + "n_pred": 211071, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8615935219883273, + "FN": 59481, + "FP": 14461, + "IoU": 0.7568417244894604, + "TN": 135141420, + "TP": 230148, + "n_pred": 244609, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8206095725804641, + "FN": 24962, + "FP": 6986, + "IoU": 0.6957912778518377, + "TN": 135340490, + "TP": 73072, + "n_pred": 80058, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7848866948677768, + "FN": 62876, + "FP": 43100, + "IoU": 0.6459370427043172, + "TN": 105454691, + "TP": 193338, + "n_pred": 236438, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3652079039883622, + "FN": 30359, + "FP": 74369, + "IoU": 0.22339715544218192, + "TN": 105619151, + "TP": 30126, + "n_pred": 104495, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6970560303893637, + "FN": 634, + "FP": 961, + "IoU": 0.5349854227405247, + "TN": 105750575, + "TP": 1835, + "n_pred": 2796, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6334680294746851, + "FN": 1739, + "FP": 1345, + "IoU": 0.4635588798051835, + "TN": 105748256, + "TP": 2665, + "n_pred": 4010, + "n_ref": 4404 + }, + "13": { + "Dice": 0.49628602793291615, + "FN": 49934, + "FP": 12929, + "IoU": 0.33004017861900653, + "TN": 105660174, + "TP": 30968, + "n_pred": 43897, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9180018033483793, + "FN": 27386, + "FP": 2897, + "IoU": 0.8484319162353977, + "TN": 105554207, + "TP": 169515, + "n_pred": 172412, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8119833923742048, + "FN": 6615, + "FP": 3257, + "IoU": 0.6834781493475264, + "TN": 105722816, + "TP": 21317, + "n_pred": 24574, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9134921374645487, + "FN": 15678, + "FP": 10310, + "IoU": 0.8407598039215687, + "TN": 105590805, + "TP": 137212, + "n_pred": 147522, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8054520254088284, + "FN": 7002, + "FP": 72444, + "IoU": 0.6742734846496983, + "TN": 105510101, + "TP": 164458, + "n_pred": 236902, + "n_ref": 171460 + }, + "4": { + "Dice": 0.65274081243111, + "FN": 16574, + "FP": 9260, + "IoU": 0.48449535060063054, + "TN": 105703891, + "TP": 24280, + "n_pred": 33540, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7502040150155052, + "FN": 3172, + "FP": 2950, + "IoU": 0.6002611818478616, + "TN": 105738690, + "TP": 9193, + "n_pred": 12143, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9087352029127342, + "FN": 82494, + "FP": 209580, + "IoU": 0.83273574419176, + "TN": 104007822, + "TP": 1454109, + "n_pred": 1663689, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7908191328038656, + "FN": 37619, + "FP": 84460, + "IoU": 0.6540122774499635, + "TN": 105401163, + "TP": 230763, + "n_pred": 315223, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8731914455567852, + "FN": 3844, + "FP": 20793, + "IoU": 0.7749244022985355, + "TN": 105644544, + "TP": 84824, + "n_pred": 105617, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8160988086245511, + "FN": 13225, + "FP": 14529, + "IoU": 0.6893301692486792, + "TN": 105664669, + "TP": 61582, + "n_pred": 76111, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9099241720511301, + "FN": 9836, + "FP": 38357, + "IoU": 0.8347347484654162, + "TN": 96846270, + "TP": 243417, + "n_pred": 281774, + "n_ref": 253253 + }, + "10": { + "Dice": 0.815007059214351, + "FN": 14439, + "FP": 30111, + "IoU": 0.6877737673897046, + "TN": 96995195, + "TP": 98135, + "n_pred": 128246, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5161814929256789, + "FN": 1974, + "FP": 1001, + "IoU": 0.3478737395879, + "TN": 97133318, + "TP": 1587, + "n_pred": 2588, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7188875550220089, + "FN": 925, + "FP": 1885, + "IoU": 0.561143214118382, + "TN": 97131477, + "TP": 3593, + "n_pred": 5478, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7355492658403752, + "FN": 13904, + "FP": 11977, + "IoU": 0.5817144519507386, + "TN": 97076006, + "TP": 35993, + "n_pred": 47970, + "n_ref": 49897 + }, + "14": { + "Dice": 0.824609977358786, + "FN": 74895, + "FP": 5746, + "IoU": 0.7015628527336045, + "TN": 96867669, + "TP": 189570, + "n_pred": 195316, + "n_ref": 264465 + }, + "15": { + "Dice": 0.17062708984267938, + "FN": 9921, + "FP": 111121, + "IoU": 0.09327080820717192, + "TN": 97004387, + "TP": 12451, + "n_pred": 123572, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8484435409940612, + "FN": 31570, + "FP": 6454, + "IoU": 0.7367798029863558, + "TN": 96993423, + "TP": 106433, + "n_pred": 112887, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8742317694666993, + "FN": 8534, + "FP": 34604, + "IoU": 0.7765646122848545, + "TN": 96944813, + "TP": 149929, + "n_pred": 184533, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9095399379057296, + "FN": 1716, + "FP": 3412, + "IoU": 0.8340882619386567, + "TN": 97106972, + "TP": 25780, + "n_pred": 29192, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8148722421423265, + "FN": 2020, + "FP": 3711, + "IoU": 0.6875817706061927, + "TN": 97119536, + "TP": 12613, + "n_pred": 16324, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8866021090236108, + "FN": 43036, + "FP": 329748, + "IoU": 0.7963030253686838, + "TN": 95307789, + "TP": 1457307, + "n_pred": 1787055, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9188173913043478, + "FN": 23110, + "FP": 17735, + "IoU": 0.8498262771844035, + "TN": 96865895, + "TP": 231140, + "n_pred": 248875, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9302882110228076, + "FN": 7546, + "FP": 10515, + "IoU": 0.869662483492217, + "TN": 96999309, + "TP": 120510, + "n_pred": 131025, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8352101676134278, + "FN": 6019, + "FP": 18668, + "IoU": 0.7170479552539887, + "TN": 97050632, + "TP": 62561, + "n_pred": 81229, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9391686286704278, + "FN": 4376, + "FP": 17534, + "IoU": 0.8853137775265254, + "TN": 130575749, + "TP": 169133, + "n_pred": 186667, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7929291273530781, + "FN": 16782, + "FP": 14799, + "IoU": 0.6569035384097255, + "TN": 130674745, + "TP": 60466, + "n_pred": 75265, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7523121753452426, + "FN": 1080, + "FP": 875, + "IoU": 0.6029650690495532, + "TN": 130761868, + "TP": 2969, + "n_pred": 3844, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6480908152734778, + "FN": 1444, + "FP": 602, + "IoU": 0.47938931297709925, + "TN": 130762862, + "TP": 1884, + "n_pred": 2486, + "n_ref": 3328 + }, + "13": { + "Dice": 0.600628240420178, + "FN": 25802, + "FP": 21494, + "IoU": 0.4292127780258505, + "TN": 130683931, + "TP": 35565, + "n_pred": 57059, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8746621012795098, + "FN": 13822, + "FP": 27908, + "IoU": 0.777243974697734, + "TN": 130579457, + "TP": 145605, + "n_pred": 173513, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5074972609172015, + "FN": 4472, + "FP": 42727, + "IoU": 0.34003104157053565, + "TN": 130695275, + "TP": 24318, + "n_pred": 67045, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7341667364269703, + "FN": 8469, + "FP": 105851, + "IoU": 0.5799869205164192, + "TN": 130494610, + "TP": 157862, + "n_pred": 263713, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5438432280188221, + "FN": 102138, + "FP": 5078, + "IoU": 0.3734784869893472, + "TN": 130595663, + "TP": 63913, + "n_pred": 68991, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6964300137307164, + "FN": 12691, + "FP": 2343, + "IoU": 0.5342482728709068, + "TN": 130734513, + "TP": 17245, + "n_pred": 19588, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6491277381153147, + "FN": 13988, + "FP": 4737, + "IoU": 0.48052488486933365, + "TN": 130730746, + "TP": 17321, + "n_pred": 22058, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9554793072939366, + "FN": 26069, + "FP": 96107, + "IoU": 0.9147538329935376, + "TN": 129333578, + "TP": 1311038, + "n_pred": 1407145, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8586343335540951, + "FN": 66335, + "FP": 58534, + "IoU": 0.7522868076343965, + "TN": 130262705, + "TP": 379218, + "n_pred": 437752, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8662101940792569, + "FN": 27679, + "FP": 34887, + "IoU": 0.7639953980498293, + "TN": 130501687, + "TP": 202539, + "n_pred": 237426, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8712393842751617, + "FN": 16932, + "FP": 8221, + "IoU": 0.7718548752834468, + "TN": 130656542, + "TP": 85097, + "n_pred": 93318, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8246620807297944, + "FN": 22938, + "FP": 52714, + "IoU": 0.7016382839429243, + "TN": 71982450, + "TP": 177906, + "n_pred": 230620, + "n_ref": 200844 + }, + "10": { + "Dice": 0.40511485642084333, + "FN": 33326, + "FP": 52833, + "IoU": 0.25400879684144906, + "TN": 72120512, + "TP": 29337, + "n_pred": 82170, + "n_ref": 62663 + }, + "11": { + "Dice": 0.3686087990487515, + "FN": 2067, + "FP": 57, + "IoU": 0.2259475218658892, + "TN": 72233264, + "TP": 620, + "n_pred": 677, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6191059399877527, + "FN": 2049, + "FP": 439, + "IoU": 0.4483370288248337, + "TN": 72231498, + "TP": 2022, + "n_pred": 2461, + "n_ref": 4071 + }, + "13": { + "Dice": 0.41522853258027403, + "FN": 46618, + "FP": 20474, + "IoU": 0.2620116156282999, + "TN": 72145096, + "TP": 23820, + "n_pred": 44294, + "n_ref": 70438 + }, + "14": { + "Dice": 0.26641614992586543, + "FN": 51654, + "FP": 70553, + "IoU": 0.153679413842297, + "TN": 72091610, + "TP": 22191, + "n_pred": 92744, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3696678114411155, + "FN": 4151, + "FP": 78258, + "IoU": 0.22674385872726932, + "TN": 72129434, + "TP": 24165, + "n_pred": 102423, + "n_ref": 28316 + }, + "2": { + "Dice": 0.4184348841736422, + "FN": 92903, + "FP": 2697, + "IoU": 0.26457012739245495, + "TN": 72106016, + "TP": 34392, + "n_pred": 37089, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6908777598276791, + "FN": 7876, + "FP": 135634, + "IoU": 0.5277412136369619, + "TN": 71932128, + "TP": 160370, + "n_pred": 296004, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21278, + "IoU": 0.0, + "TN": 72214730, + "TP": 0, + "n_pred": 21278, + "n_ref": 0 + }, + "5": { + "Dice": 0.840170762182424, + "FN": 158, + "FP": 2912, + "IoU": 0.724391776640632, + "TN": 72224869, + "TP": 8069, + "n_pred": 10981, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7018158719939976, + "FN": 325718, + "FP": 682153, + "IoU": 0.5406135053214521, + "TN": 70042058, + "TP": 1186079, + "n_pred": 1868232, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6226494069827794, + "FN": 97532, + "FP": 195463, + "IoU": 0.45206312041352176, + "TN": 71701284, + "TP": 241729, + "n_pred": 437192, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9295964289634481, + "FN": 4062, + "FP": 5559, + "IoU": 0.868454155158741, + "TN": 72162870, + "TP": 63517, + "n_pred": 69076, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5445384409509292, + "FN": 26222, + "FP": 12919, + "IoU": 0.3741345400470107, + "TN": 72173469, + "TP": 23398, + "n_pred": 36317, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8051267647615171, + "FN": 18762, + "FP": 15235, + "IoU": 0.673817724773811, + "TN": 52448893, + "TP": 70230, + "n_pred": 85465, + "n_ref": 88992 + }, + "10": { + "Dice": 0.16251295380799483, + "FN": 42401, + "FP": 6896, + "IoU": 0.0884430473372781, + "TN": 52499040, + "TP": 4783, + "n_pred": 11679, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 3, + "IoU": 0.0, + "TN": 52551075, + "TP": 0, + "n_pred": 3, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 159, + "IoU": 0.0, + "TN": 52548895, + "TP": 0, + "n_pred": 159, + "n_ref": 4066 + }, + "13": { + "Dice": 0.41930125110315114, + "FN": 13538, + "FP": 8834, + "IoU": 0.26526322703537064, + "TN": 52522671, + "TP": 8077, + "n_pred": 16911, + "n_ref": 21615 + }, + "14": { + "Dice": 0.28329995995194235, + "FN": 45226, + "FP": 8462, + "IoU": 0.16502589464843934, + "TN": 52488821, + "TP": 10611, + "n_pred": 19073, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0375343364355705, + "FN": 23438, + "FP": 70464, + "IoU": 0.019126111163339704, + "TN": 52457387, + "TP": 1831, + "n_pred": 72295, + "n_ref": 25269 + }, + "2": { + "Dice": 0.519337671185537, + "FN": 82478, + "FP": 14884, + "IoU": 0.3507468658308882, + "TN": 52403160, + "TP": 52598, + "n_pred": 67482, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7470242488695008, + "FN": 19112, + "FP": 64859, + "IoU": 0.5962000846349157, + "TN": 52345168, + "TP": 123981, + "n_pred": 188840, + "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": 0.7649294245385451, + "FN": 646, + "FP": 2818, + "IoU": 0.6193406593406593, + "TN": 52544020, + "TP": 5636, + "n_pred": 8454, + "n_ref": 6282 + }, + "6": { + "Dice": 0.914187538993551, + "FN": 43844, + "FP": 93011, + "IoU": 0.8419387065664936, + "TN": 51687285, + "TP": 728980, + "n_pred": 821991, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5183141841262379, + "FN": 122509, + "FP": 8629, + "IoU": 0.34981382596322136, + "TN": 52351427, + "TP": 70555, + "n_pred": 79184, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8223528527964542, + "FN": 15745, + "FP": 3173, + "IoU": 0.6983015708476198, + "TN": 52490415, + "TP": 43787, + "n_pred": 46960, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7640341355934407, + "FN": 19314, + "FP": 16991, + "IoU": 0.6181676675676528, + "TN": 52458039, + "TP": 58776, + "n_pred": 75767, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9588506043490834, + "FN": 17529, + "FP": 6091, + "IoU": 0.9209539076278476, + "TN": 143838437, + "TP": 275193, + "n_pred": 281284, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7330683947346437, + "FN": 36853, + "FP": 7881, + "IoU": 0.5786171816126602, + "TN": 144031090, + "TP": 61426, + "n_pred": 69307, + "n_ref": 98279 + }, + "11": { + "Dice": 0.44924600495160927, + "FN": 4623, + "FP": 271, + "IoU": 0.2896952104499274, + "TN": 144130360, + "TP": 1996, + "n_pred": 2267, + "n_ref": 6619 + }, + "12": { + "Dice": 0.523154701718908, + "FN": 3059, + "FP": 1657, + "IoU": 0.3542379843899767, + "TN": 144129947, + "TP": 2587, + "n_pred": 4244, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7662413882441271, + "FN": 31841, + "FP": 12370, + "IoU": 0.6210626462445681, + "TN": 144020579, + "TP": 72460, + "n_pred": 84830, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5183267930199549, + "FN": 264204, + "FP": 6939, + "IoU": 0.34982531274653444, + "TN": 143720219, + "TP": 145888, + "n_pred": 152827, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7859618553381693, + "FN": 1917, + "FP": 9384, + "IoU": 0.6473946957878315, + "TN": 144105200, + "TP": 20749, + "n_pred": 30133, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7647862546179558, + "FN": 7618, + "FP": 72604, + "IoU": 0.6191529664215418, + "TN": 143926609, + "TP": 130419, + "n_pred": 203023, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7045361816221257, + "FN": 77498, + "FP": 3608, + "IoU": 0.5438485981834031, + "TN": 143959445, + "TP": 96699, + "n_pred": 100307, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9241242513528607, + "FN": 3183, + "FP": 4697, + "IoU": 0.8589507222510605, + "TN": 144081383, + "TP": 47987, + "n_pred": 52684, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7316936640660533, + "FN": 11218, + "FP": 4120, + "IoU": 0.5769061017323183, + "TN": 144100998, + "TP": 20914, + "n_pred": 25034, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8461883270236625, + "FN": 37161, + "FP": 443231, + "IoU": 0.7333851328101586, + "TN": 142335430, + "TP": 1321428, + "n_pred": 1764659, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7710737656843865, + "FN": 82095, + "FP": 17047, + "IoU": 0.6274369804740932, + "TN": 143871142, + "TP": 166966, + "n_pred": 184013, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8700387146808463, + "FN": 18207, + "FP": 44802, + "IoU": 0.7699721450501791, + "TN": 143863331, + "TP": 210910, + "n_pred": 255712, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8775786556079809, + "FN": 11506, + "FP": 11638, + "IoU": 0.7818620520650719, + "TN": 144031152, + "TP": 82954, + "n_pred": 94592, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9481119552104633, + "FN": 10459, + "FP": 11821, + "IoU": 0.9013430278125871, + "TN": 111553087, + "TP": 203553, + "n_pred": 215374, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5965502734539335, + "FN": 21896, + "FP": 10710, + "IoU": 0.4250599520383693, + "TN": 111722208, + "TP": 24106, + "n_pred": 34816, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6927738927738928, + "FN": 1566, + "FP": 411, + "IoU": 0.5299572039942939, + "TN": 111774714, + "TP": 2229, + "n_pred": 2640, + "n_ref": 3795 + }, + "12": { + "Dice": 0.591377558426477, + "FN": 2623, + "FP": 192, + "IoU": 0.41982687551525144, + "TN": 111774068, + "TP": 2037, + "n_pred": 2229, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6750803334419969, + "FN": 16703, + "FP": 18182, + "IoU": 0.5095254833040421, + "TN": 111707795, + "TP": 36240, + "n_pred": 54422, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8215721239577811, + "FN": 6742, + "FP": 30280, + "IoU": 0.6971764166993849, + "TN": 111656664, + "TP": 85234, + "n_pred": 115514, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2106616229318545, + "FN": 4996, + "FP": 37989, + "IoU": 0.11773157365407114, + "TN": 111730199, + "TP": 5736, + "n_pred": 43725, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8695431813362708, + "FN": 38175, + "FP": 12275, + "IoU": 0.7691962815210628, + "TN": 111560336, + "TP": 168134, + "n_pred": 180409, + "n_ref": 206309 + }, + "3": { + "Dice": 0.767031932088631, + "FN": 3171, + "FP": 33439, + "IoU": 0.6221020252276058, + "TN": 111682042, + "TP": 60268, + "n_pred": 93707, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8832484588582149, + "FN": 2202, + "FP": 2154, + "IoU": 0.7909086545384726, + "TN": 111758087, + "TP": 16477, + "n_pred": 18631, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6362215815304708, + "FN": 11962, + "FP": 4567, + "IoU": 0.46651389471645743, + "TN": 111747937, + "TP": 14454, + "n_pred": 19021, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9700329299614341, + "FN": 29951, + "FP": 44489, + "IoU": 0.9418096540941958, + "TN": 110499670, + "TP": 1204810, + "n_pred": 1249299, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8026395616459463, + "FN": 71695, + "FP": 10283, + "IoU": 0.6703408062732482, + "TN": 111530245, + "TP": 166697, + "n_pred": 176980, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8469955570157799, + "FN": 52962, + "FP": 28069, + "IoU": 0.7345986931529731, + "TN": 111473605, + "TP": 224284, + "n_pred": 252353, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8157478165938865, + "FN": 20561, + "FP": 6443, + "IoU": 0.6888294807679012, + "TN": 111692138, + "TP": 59778, + "n_pred": 66221, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8024830987712063, + "FN": 23852, + "FP": 45829, + "IoU": 0.6701225660763233, + "TN": 198876642, + "TP": 141552, + "n_pred": 187381, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7315616267245314, + "FN": 17445, + "FP": 16080, + "IoU": 0.5767419546252225, + "TN": 199008668, + "TP": 45682, + "n_pred": 61762, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7505843852267414, + "FN": 1224, + "FP": 910, + "IoU": 0.6007483629560336, + "TN": 199082530, + "TP": 3211, + "n_pred": 4121, + "n_ref": 4435 + }, + "12": { + "Dice": 0.694827330665481, + "FN": 991, + "FP": 1068, + "IoU": 0.5323642970701794, + "TN": 199083472, + "TP": 2344, + "n_pred": 3412, + "n_ref": 3335 + }, + "13": { + "Dice": 0.39510915233309896, + "FN": 24074, + "FP": 11199, + "IoU": 0.24619066954459, + "TN": 199041082, + "TP": 11520, + "n_pred": 22719, + "n_ref": 35594 + }, + "14": { + "Dice": 0.48492302911816876, + "FN": 28221, + "FP": 11562, + "IoU": 0.32006494616304904, + "TN": 199029365, + "TP": 18727, + "n_pred": 30289, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8155166450844922, + "FN": 37172, + "FP": 8702, + "IoU": 0.6884998777738545, + "TN": 198940607, + "TP": 101394, + "n_pred": 110096, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8961658838950309, + "FN": 12325, + "FP": 14846, + "IoU": 0.8118664487896748, + "TN": 198943451, + "TP": 117253, + "n_pred": 132099, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9280254032158033, + "FN": 7901, + "FP": 12408, + "IoU": 0.8657158537149809, + "TN": 198936636, + "TP": 130930, + "n_pred": 143338, + "n_ref": 138831 + }, + "4": { + "Dice": 0.73901305876444, + "FN": 5349, + "FP": 2965, + "IoU": 0.5860592481951705, + "TN": 199067790, + "TP": 11771, + "n_pred": 14736, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6948612298841639, + "FN": 6661, + "FP": 5114, + "IoU": 0.5324040981653562, + "TN": 199062693, + "TP": 13407, + "n_pred": 18521, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9202141237976597, + "FN": 73565, + "FP": 113965, + "IoU": 0.8522190779472849, + "TN": 197818902, + "TP": 1081443, + "n_pred": 1195408, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8192985252111658, + "FN": 22514, + "FP": 36446, + "IoU": 0.6939082763131937, + "TN": 198895253, + "TP": 133662, + "n_pred": 170108, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9077474808830015, + "FN": 9261, + "FP": 12913, + "IoU": 0.8310784044854801, + "TN": 198956607, + "TP": 109094, + "n_pred": 122007, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8826435611609027, + "FN": 14519, + "FP": 9116, + "IoU": 0.7899391192285473, + "TN": 198975360, + "TP": 88880, + "n_pred": 97996, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8884161610946173, + "FN": 12311, + "FP": 30911, + "IoU": 0.799234506656262, + "TN": 130859906, + "TP": 172064, + "n_pred": 202975, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6938982517890381, + "FN": 14312, + "FP": 46043, + "IoU": 0.5312742692056786, + "TN": 130946428, + "TP": 68409, + "n_pred": 114452, + "n_ref": 82721 + }, + "11": { + "Dice": 0.537591293140484, + "FN": 2194, + "FP": 1035, + "IoU": 0.3676067371719546, + "TN": 131070086, + "TP": 1877, + "n_pred": 2912, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6885758998435054, + "FN": 895, + "FP": 2488, + "IoU": 0.5250596658711217, + "TN": 131068069, + "TP": 3740, + "n_pred": 6228, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5114198865433143, + "FN": 50536, + "FP": 25169, + "IoU": 0.3435622187345548, + "TN": 130959865, + "TP": 39622, + "n_pred": 64791, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5790020308665251, + "FN": 12850, + "FP": 50791, + "IoU": 0.4074615470559756, + "TN": 130967788, + "TP": 43763, + "n_pred": 94554, + "n_ref": 56613 + }, + "15": { + "Dice": 0.40176690230787376, + "FN": 2885, + "FP": 70654, + "IoU": 0.2513819184998931, + "TN": 130976959, + "TP": 24694, + "n_pred": 95348, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7628997852566737, + "FN": 53500, + "FP": 12857, + "IoU": 0.6166839001114879, + "TN": 130902079, + "TP": 106756, + "n_pred": 119613, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5795927129189975, + "FN": 9171, + "FP": 253259, + "IoU": 0.408046845570671, + "TN": 130631863, + "TP": 180899, + "n_pred": 434158, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8301624129930394, + "FN": 19410, + "FP": 2550, + "IoU": 0.7096390321301072, + "TN": 130999562, + "TP": 53670, + "n_pred": 56220, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6446106996503628, + "FN": 6126, + "FP": 3327, + "IoU": 0.4755908132697215, + "TN": 131057166, + "TP": 8573, + "n_pred": 11900, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7889889065607683, + "FN": 42248, + "FP": 720352, + "IoU": 0.6515125343072338, + "TN": 128886878, + "TP": 1425714, + "n_pred": 2146066, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5222971445772726, + "FN": 272264, + "FP": 651331, + "IoU": 0.35345207777097964, + "TN": 129646690, + "TP": 504907, + "n_pred": 1156238, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9139534529734995, + "FN": 8099, + "FP": 14513, + "IoU": 0.841541695865452, + "TN": 130932492, + "TP": 120088, + "n_pred": 134601, + "n_ref": 128187 + }, + "9": { + "Dice": 0.682233502538071, + "FN": 25223, + "FP": 12337, + "IoU": 0.5177195685670262, + "TN": 130997312, + "TP": 40320, + "n_pred": 52657, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8402326280958589, + "FN": 6047, + "FP": 73621, + "IoU": 0.7244837615291241, + "TN": 101328041, + "TP": 209491, + "n_pred": 283112, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7519055156459272, + "FN": 14946, + "FP": 5430, + "IoU": 0.6024427838370436, + "TN": 101565947, + "TP": 30877, + "n_pred": 36307, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7771104815864023, + "FN": 1530, + "FP": 437, + "IoU": 0.635470719051149, + "TN": 101611804, + "TP": 3429, + "n_pred": 3866, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6898785425101215, + "FN": 2508, + "FP": 173, + "IoU": 0.5265760197775031, + "TN": 101611537, + "TP": 2982, + "n_pred": 3155, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7627074311953268, + "FN": 7596, + "FP": 25064, + "IoU": 0.6164325644759713, + "TN": 101532052, + "TP": 52488, + "n_pred": 77552, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8813360297475373, + "FN": 975, + "FP": 15396, + "IoU": 0.7878469792395615, + "TN": 101540034, + "TP": 60795, + "n_pred": 76191, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5439945138205268, + "FN": 8675, + "FP": 32552, + "IoU": 0.37362119784861286, + "TN": 101551382, + "TP": 24591, + "n_pred": 57143, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7900012097214395, + "FN": 38469, + "FP": 32704, + "IoU": 0.6528942144971641, + "TN": 101412153, + "TP": 133874, + "n_pred": 166578, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8711101052393346, + "FN": 15165, + "FP": 31534, + "IoU": 0.7716519647153167, + "TN": 101412692, + "TP": 157809, + "n_pred": 189343, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2736919136480059, + "FN": 3123, + "FP": 66352, + "IoU": 0.15854175498092413, + "TN": 101534635, + "TP": 13090, + "n_pred": 79442, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7488792354474371, + "FN": 8822, + "FP": 5630, + "IoU": 0.5985667064803756, + "TN": 101581199, + "TP": 21549, + "n_pred": 27179, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8779203529328052, + "FN": 182691, + "FP": 193040, + "IoU": 0.7824046672867169, + "TN": 99890458, + "TP": 1351011, + "n_pred": 1544051, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8514869246067576, + "FN": 71830, + "FP": 52355, + "IoU": 0.7413820032612295, + "TN": 101137013, + "TP": 356002, + "n_pred": 408357, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8837473248005561, + "FN": 31051, + "FP": 21802, + "IoU": 0.7917090318665122, + "TN": 101363454, + "TP": 200893, + "n_pred": 222695, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9014202975174833, + "FN": 5980, + "FP": 10428, + "IoU": 0.8205324524752259, + "TN": 101525774, + "TP": 75018, + "n_pred": 85446, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9459526071340548, + "FN": 13927, + "FP": 8660, + "IoU": 0.8974478885261681, + "TN": 118961963, + "TP": 197662, + "n_pred": 206322, + "n_ref": 211589 + }, + "10": { + "Dice": 0.703040642681294, + "FN": 15638, + "FP": 39366, + "IoU": 0.5420683683833691, + "TN": 119062098, + "TP": 65110, + "n_pred": 104476, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6019103600293901, + "FN": 1990, + "FP": 719, + "IoU": 0.4305234391423166, + "TN": 119177455, + "TP": 2048, + "n_pred": 2767, + "n_ref": 4038 + }, + "12": { + "Dice": 0.685236072945291, + "FN": 1392, + "FP": 1128, + "IoU": 0.521185635569067, + "TN": 119176949, + "TP": 2743, + "n_pred": 3871, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6110582872028655, + "FN": 9618, + "FP": 20243, + "IoU": 0.43994523425484827, + "TN": 119128894, + "TP": 23457, + "n_pred": 43700, + "n_ref": 33075 + }, + "14": { + "Dice": 0.11346753396712983, + "FN": 59971, + "FP": 32161, + "IoU": 0.06014608071163341, + "TN": 119084184, + "TP": 5896, + "n_pred": 38057, + "n_ref": 65867 + }, + "15": { + "Dice": 0.11228628047375455, + "FN": 10974, + "FP": 143126, + "IoU": 0.05948268496026757, + "TN": 119018366, + "TP": 9746, + "n_pred": 152872, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9041766033557619, + "FN": 23631, + "FP": 12371, + "IoU": 0.8251116066006985, + "TN": 118976355, + "TP": 169855, + "n_pred": 182226, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8502315107368131, + "FN": 11996, + "FP": 53181, + "IoU": 0.7394806160339914, + "TN": 118932031, + "TP": 185004, + "n_pred": 238185, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7934865124753276, + "FN": 11980, + "FP": 4342, + "IoU": 0.6576689947356279, + "TN": 119134533, + "TP": 31357, + "n_pred": 35699, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8745982621116534, + "FN": 3027, + "FP": 1187, + "IoU": 0.7771431593421122, + "TN": 119163303, + "TP": 14695, + "n_pred": 15882, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9401225834271284, + "FN": 32885, + "FP": 184432, + "IoU": 0.8870106756940137, + "TN": 117258871, + "TP": 1706024, + "n_pred": 1890456, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8388331509864378, + "FN": 36181, + "FP": 64283, + "IoU": 0.7224053560425411, + "TN": 118820303, + "TP": 261445, + "n_pred": 325728, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9399515348335636, + "FN": 6332, + "FP": 3357, + "IoU": 0.8867061891231394, + "TN": 119096691, + "TP": 75832, + "n_pred": 79189, + "n_ref": 82164 + }, + "9": { + "Dice": 0.872883036052219, + "FN": 12874, + "FP": 8285, + "IoU": 0.7744387352621368, + "TN": 119088406, + "TP": 72647, + "n_pred": 80932, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47115, + "IoU": 0.0, + "TN": 61285365, + "TP": 0, + "n_pred": 47115, + "n_ref": 0 + }, + "10": { + "Dice": 0.6609607886756665, + "FN": 6202, + "FP": 22755, + "IoU": 0.4936082402112516, + "TN": 61275297, + "TP": 28226, + "n_pred": 50981, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7781389189839895, + "FN": 632, + "FP": 1211, + "IoU": 0.6368472906403941, + "TN": 61327405, + "TP": 3232, + "n_pred": 4443, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5521894430480222, + "FN": 2763, + "FP": 622, + "IoU": 0.38139619883040937, + "TN": 61327008, + "TP": 2087, + "n_pred": 2709, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4402099475131217, + "FN": 30680, + "FP": 25313, + "IoU": 0.282223845966491, + "TN": 61254471, + "TP": 22016, + "n_pred": 47329, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7801033435872691, + "FN": 95976, + "FP": 2457, + "IoU": 0.6394831394007318, + "TN": 61059447, + "TP": 174600, + "n_pred": 177057, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6198577519578953, + "FN": 31862, + "FP": 49539, + "IoU": 0.4491259888879114, + "TN": 61184713, + "TP": 66366, + "n_pred": 115905, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6955746188961778, + "FN": 72034, + "FP": 5789, + "IoU": 0.5332421685229501, + "TN": 61165749, + "TP": 88908, + "n_pred": 94697, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7384216738102211, + "FN": 3827, + "FP": 84604, + "IoU": 0.5853157576354403, + "TN": 61119231, + "TP": 124818, + "n_pred": 209422, + "n_ref": 128645 + }, + "4": { + "Dice": 0.89216935181716, + "FN": 6471, + "FP": 2163, + "IoU": 0.8053300865800865, + "TN": 61288128, + "TP": 35718, + "n_pred": 37881, + "n_ref": 42189 + }, + "5": { + "Dice": 0.689701820641452, + "FN": 2454, + "FP": 3051, + "IoU": 0.5263701281940979, + "TN": 61320857, + "TP": 6118, + "n_pred": 9169, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9089003413774973, + "FN": 20235, + "FP": 217483, + "IoU": 0.833013129639295, + "TN": 59908907, + "TP": 1185855, + "n_pred": 1403338, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5031750255414625, + "FN": 127642, + "FP": 23595, + "IoU": 0.3361615647303597, + "TN": 61104658, + "TP": 76585, + "n_pred": 100180, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9456955116119501, + "FN": 5719, + "FP": 3066, + "IoU": 0.8969851897888108, + "TN": 61247201, + "TP": 76494, + "n_pred": 79560, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8593571508567589, + "FN": 5825, + "FP": 13012, + "IoU": 0.7533972193857513, + "TN": 61256094, + "TP": 57549, + "n_pred": 70561, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462727832440784, + "FN": 14240, + "FP": 4260, + "IoU": 0.8980244300392468, + "TN": 148926084, + "TP": 162916, + "n_pred": 167176, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7841545701267335, + "FN": 9814, + "FP": 24862, + "IoU": 0.6449459370904325, + "TN": 149009836, + "TP": 62988, + "n_pred": 87850, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7804072647220693, + "FN": 477, + "FP": 720, + "IoU": 0.6398916967509025, + "TN": 149104176, + "TP": 2127, + "n_pred": 2847, + "n_ref": 2604 + }, + "12": { + "Dice": 0.3376241265171019, + "FN": 1638, + "FP": 163, + "IoU": 0.20309734513274336, + "TN": 149105240, + "TP": 459, + "n_pred": 622, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6024266266223923, + "FN": 41642, + "FP": 14751, + "IoU": 0.4310518775600799, + "TN": 149008382, + "TP": 42725, + "n_pred": 57476, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8424055441000915, + "FN": 11562, + "FP": 18933, + "IoU": 0.7277207832212788, + "TN": 148995501, + "TP": 81504, + "n_pred": 100437, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6014017008781407, + "FN": 5478, + "FP": 37689, + "IoU": 0.430003169069878, + "TN": 149031768, + "TP": 32565, + "n_pred": 70254, + "n_ref": 38043 + }, + "2": { + "Dice": 0.941603337850457, + "FN": 7266, + "FP": 11307, + "IoU": 0.889650706133289, + "TN": 148939189, + "TP": 149738, + "n_pred": 161045, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7435260988213436, + "FN": 8863, + "FP": 26475, + "IoU": 0.5917561026328254, + "TN": 149020939, + "TP": 51223, + "n_pred": 77698, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9003996551994358, + "FN": 2853, + "FP": 2231, + "IoU": 0.818842645381984, + "TN": 149079436, + "TP": 22980, + "n_pred": 25211, + "n_ref": 25833 + }, + "5": { + "Dice": 0.4298472179661165, + "FN": 23897, + "FP": 2151, + "IoU": 0.27376139626955137, + "TN": 149071633, + "TP": 9819, + "n_pred": 11970, + "n_ref": 33716 + }, + "6": { + "Dice": 0.961932040573243, + "FN": 23478, + "FP": 62207, + "IoU": 0.9266561325179925, + "TN": 147939236, + "TP": 1082579, + "n_pred": 1144786, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6771194096377214, + "FN": 133094, + "FP": 2367, + "IoU": 0.5118522522522523, + "TN": 148830000, + "TP": 142039, + "n_pred": 144406, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9169787779251067, + "FN": 24020, + "FP": 13109, + "IoU": 0.8466858813424947, + "TN": 148865324, + "TP": 205047, + "n_pred": 218156, + "n_ref": 229067 + }, + "9": { + "Dice": 0.867889184659371, + "FN": 17063, + "FP": 4377, + "IoU": 0.7666115126709048, + "TN": 149015636, + "TP": 70424, + "n_pred": 74801, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26888543890290445, + "FN": 431970, + "FP": 20122, + "IoU": 0.15532504026336538, + "TN": 100177574, + "TP": 83134, + "n_pred": 103256, + "n_ref": 515104 + }, + "10": { + "Dice": 0.31483954998239005, + "FN": 14782, + "FP": 88323, + "IoU": 0.1868306071265202, + "TN": 100586006, + "TP": 23689, + "n_pred": 112012, + "n_ref": 38471 + }, + "11": { + "Dice": 0.195640802092415, + "FN": 2920, + "FP": 1693, + "IoU": 0.10842674913026672, + "TN": 100707626, + "TP": 561, + "n_pred": 2254, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4271047227926078, + "FN": 3689, + "FP": 2170, + "IoU": 0.27154046997389036, + "TN": 100704757, + "TP": 2184, + "n_pred": 4354, + "n_ref": 5873 + }, + "13": { + "Dice": 0.004851828949246064, + "FN": 39053, + "FP": 2789, + "IoU": 0.002431813847034141, + "TN": 100670856, + "TP": 102, + "n_pred": 2891, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2199127078329299, + "FN": 130365, + "FP": 36569, + "IoU": 0.1235404065860215, + "TN": 100522336, + "TP": 23530, + "n_pred": 60099, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8280423753037016, + "FN": 2565, + "FP": 35937, + "IoU": 0.7065463442146902, + "TN": 100581597, + "TP": 92701, + "n_pred": 128638, + "n_ref": 95266 + }, + "2": { + "Dice": 0.058455781995885456, + "FN": 224376, + "FP": 58462, + "IoU": 0.030107880857834564, + "TN": 100421182, + "TP": 8780, + "n_pred": 67242, + "n_ref": 233156 + }, + "3": { + "Dice": 0.47738112443994796, + "FN": 68704, + "FP": 271200, + "IoU": 0.3135263407688657, + "TN": 100217655, + "TP": 155241, + "n_pred": 426441, + "n_ref": 223945 + }, + "4": { + "Dice": 0.479325895504851, + "FN": 36235, + "FP": 10294, + "IoU": 0.3152061931533865, + "TN": 100644854, + "TP": 21417, + "n_pred": 31711, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3452633364430498, + "FN": 12402, + "FP": 3038, + "IoU": 0.20865152990620675, + "TN": 100693289, + "TP": 4071, + "n_pred": 7109, + "n_ref": 16473 + }, + "6": { + "Dice": 0.545059682279376, + "FN": 975290, + "FP": 865631, + "IoU": 0.3746268322079983, + "TN": 97769084, + "TP": 1102795, + "n_pred": 1968426, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.47220804123968074, + "FN": 96451, + "FP": 73099, + "IoU": 0.30907875809402724, + "TN": 100467403, + "TP": 75847, + "n_pred": 148946, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9090374125794989, + "FN": 5590, + "FP": 14505, + "IoU": 0.8332434338824115, + "TN": 100592295, + "TP": 100410, + "n_pred": 114915, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7073892467604611, + "FN": 35637, + "FP": 19145, + "IoU": 0.5472561983471075, + "TN": 100591800, + "TP": 66218, + "n_pred": 85363, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569732007373873, + "FN": 1524, + "FP": 5338, + "IoU": 0.9174962727841101, + "TN": 78867528, + "TP": 76310, + "n_pred": 81648, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6452873896047489, + "FN": 16659, + "FP": 7841, + "IoU": 0.47632788286844074, + "TN": 78903915, + "TP": 22285, + "n_pred": 30126, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4585546063264835, + "FN": 375, + "FP": 1970, + "IoU": 0.2974835230677052, + "TN": 78947362, + "TP": 993, + "n_pred": 2963, + "n_ref": 1368 + }, + "12": { + "Dice": 0.07362885048835462, + "FN": 2462, + "FP": 4, + "IoU": 0.038221528861154444, + "TN": 78948136, + "TP": 98, + "n_pred": 102, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2670434475450371, + "FN": 49577, + "FP": 4373, + "IoU": 0.154097024052181, + "TN": 78886922, + "TP": 9828, + "n_pred": 14201, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5169820436428054, + "FN": 11218, + "FP": 18775, + "IoU": 0.3486013378507515, + "TN": 78904656, + "TP": 16051, + "n_pred": 34826, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9102394496626538, + "FN": 4075, + "FP": 6781, + "IoU": 0.8352655538694992, + "TN": 78884800, + "TP": 55044, + "n_pred": 61825, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8112304380969463, + "FN": 27756, + "FP": 5922, + "IoU": 0.6824118517959695, + "TN": 78844657, + "TP": 72365, + "n_pred": 78287, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8985727566030514, + "FN": 2516, + "FP": 16032, + "IoU": 0.8158257951126513, + "TN": 78849991, + "TP": 82161, + "n_pred": 98193, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8571685339404469, + "FN": 2821, + "FP": 1947, + "IoU": 0.7500393184796854, + "TN": 78931625, + "TP": 14307, + "n_pred": 16254, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4514964717333117, + "FN": 23665, + "FP": 3385, + "IoU": 0.29156954665688917, + "TN": 78912517, + "TP": 11133, + "n_pred": 14518, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9217021413905605, + "FN": 50113, + "FP": 61506, + "IoU": 0.8547750828135531, + "TN": 78182106, + "TP": 656975, + "n_pred": 718481, + "n_ref": 707088 + }, + "7": { + "Dice": 0.16338091447602957, + "FN": 654201, + "FP": 31067, + "IoU": 0.08895743040229732, + "TN": 78198520, + "TP": 66912, + "n_pred": 97979, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8124704636627545, + "FN": 102452, + "FP": 3102, + "IoU": 0.6841686364860418, + "TN": 78616490, + "TP": 228656, + "n_pred": 231758, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5948205479899416, + "FN": 29727, + "FP": 7494, + "IoU": 0.42330575439248863, + "TN": 78886158, + "TP": 27321, + "n_pred": 34815, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8819090928617676, + "FN": 4497, + "FP": 33988, + "IoU": 0.788763317214541, + "TN": 104822251, + "TP": 143704, + "n_pred": 177692, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7316844354619211, + "FN": 24060, + "FP": 22273, + "IoU": 0.5768946277406923, + "TN": 104894933, + "TP": 63174, + "n_pred": 85447, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7779845785695294, + "FN": 1405, + "FP": 265, + "IoU": 0.6366405570060922, + "TN": 104999844, + "TP": 2926, + "n_pred": 3191, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7054335690360998, + "FN": 1042, + "FP": 2124, + "IoU": 0.5449187868334052, + "TN": 104997483, + "TP": 3791, + "n_pred": 5915, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7098716346699989, + "FN": 27826, + "FP": 13038, + "IoU": 0.5502333362683808, + "TN": 104913584, + "TP": 49992, + "n_pred": 63030, + "n_ref": 77818 + }, + "14": { + "Dice": 0.932627075481308, + "FN": 1415, + "FP": 8506, + "IoU": 0.8737593525729119, + "TN": 104925852, + "TP": 68667, + "n_pred": 77173, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5129391962970755, + "FN": 2418, + "FP": 39252, + "IoU": 0.3449349179400113, + "TN": 104940828, + "TP": 21942, + "n_pred": 61194, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7920538083518386, + "FN": 22550, + "FP": 55267, + "IoU": 0.6557028896056492, + "TN": 104778423, + "TP": 148200, + "n_pred": 203467, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7562415749269827, + "FN": 45830, + "FP": 23608, + "IoU": 0.6080293083301817, + "TN": 104827289, + "TP": 107713, + "n_pred": 131321, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2851, + "IoU": 0.0, + "TN": 105001589, + "TP": 0, + "n_pred": 2851, + "n_ref": 0 + }, + "5": { + "Dice": 0.6915630650090402, + "FN": 8469, + "FP": 10808, + "IoU": 0.5285413813343768, + "TN": 104963552, + "TP": 21611, + "n_pred": 32419, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8974250388380126, + "FN": 24783, + "FP": 252070, + "IoU": 0.8139356238348, + "TN": 103516498, + "TP": 1211089, + "n_pred": 1463159, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8039094541016292, + "FN": 18003, + "FP": 85463, + "IoU": 0.6721142114686821, + "TN": 104688885, + "TP": 212089, + "n_pred": 297552, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9401694572986379, + "FN": 35621, + "FP": 6451, + "IoU": 0.8870941338435817, + "TN": 104631811, + "TP": 330557, + "n_pred": 337008, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9121125488187112, + "FN": 10762, + "FP": 5193, + "IoU": 0.838425471153554, + "TN": 104905693, + "TP": 82792, + "n_pred": 87985, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7114254259654853, + "FN": 174174, + "FP": 23729, + "IoU": 0.5521026414001163, + "TN": 177234439, + "TP": 243946, + "n_pred": 267675, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2784094112340969, + "FN": 57146, + "FP": 19650, + "IoU": 0.16171638777002761, + "TN": 177584677, + "TP": 14815, + "n_pred": 34465, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7830357142857143, + "FN": 1235, + "FP": 709, + "IoU": 0.6434336023477623, + "TN": 177670836, + "TP": 3508, + "n_pred": 4217, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6854770017035775, + "FN": 1979, + "FP": 975, + "IoU": 0.5214644419245099, + "TN": 177670115, + "TP": 3219, + "n_pred": 4194, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7962377350569148, + "FN": 18290, + "FP": 11801, + "IoU": 0.6614576301696593, + "TN": 177587404, + "TP": 58793, + "n_pred": 70594, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8833865622175354, + "FN": 2946, + "FP": 16406, + "IoU": 0.7911301550981641, + "TN": 177583637, + "TP": 73299, + "n_pred": 89705, + "n_ref": 76245 + }, + "15": { + "Dice": 0.20840525067026128, + "FN": 2220, + "FP": 156923, + "IoU": 0.11632387890633676, + "TN": 177496196, + "TP": 20949, + "n_pred": 177872, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7459937464284968, + "FN": 17894, + "FP": 115901, + "IoU": 0.5948883781909788, + "TN": 177346021, + "TP": 196472, + "n_pred": 312373, + "n_ref": 214366 + }, + "3": { + "Dice": 0.56061447096511, + "FN": 123218, + "FP": 8182, + "IoU": 0.3894818029336468, + "TN": 177461061, + "TP": 83827, + "n_pred": 92009, + "n_ref": 207045 + }, + "4": { + "Dice": 0.838912163203542, + "FN": 4496, + "FP": 7001, + "IoU": 0.722522566008592, + "TN": 177634854, + "TP": 29937, + "n_pred": 36938, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6952725082806384, + "FN": 12709, + "FP": 3483, + "IoU": 0.5328871451650127, + "TN": 177641624, + "TP": 18472, + "n_pred": 21955, + "n_ref": 31181 + }, + "6": { + "Dice": 0.810983699380874, + "FN": 235793, + "FP": 495939, + "IoU": 0.6820627261027383, + "TN": 175374790, + "TP": 1569766, + "n_pred": 2065705, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6874884546760464, + "FN": 51844, + "FP": 235756, + "IoU": 0.5237961198325007, + "TN": 177072345, + "TP": 316343, + "n_pred": 552099, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8329717001841672, + "FN": 19207, + "FP": 53076, + "IoU": 0.7137544996257738, + "TN": 177423767, + "TP": 180238, + "n_pred": 233314, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9070309198939548, + "FN": 13939, + "FP": 10924, + "IoU": 0.8298779319593836, + "TN": 177530140, + "TP": 121285, + "n_pred": 132209, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471825901699191, + "FN": 13227, + "FP": 6160, + "IoU": 0.8996646344619142, + "TN": 193812313, + "TP": 173835, + "n_pred": 179995, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8949729065160967, + "FN": 8428, + "FP": 10024, + "IoU": 0.8099103739569383, + "TN": 193908465, + "TP": 78618, + "n_pred": 88642, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7711686494051785, + "FN": 908, + "FP": 400, + "IoU": 0.6275626423690205, + "TN": 194002023, + "TP": 2204, + "n_pred": 2604, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7712676056338028, + "FN": 1212, + "FP": 412, + "IoU": 0.6276937184777625, + "TN": 194001173, + "TP": 2738, + "n_pred": 3150, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7688452935178671, + "FN": 18241, + "FP": 11004, + "IoU": 0.6244912109500391, + "TN": 193927654, + "TP": 48636, + "n_pred": 59640, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8951551305116309, + "FN": 4999, + "FP": 11610, + "IoU": 0.810208885638541, + "TN": 193918023, + "TP": 70903, + "n_pred": 82513, + "n_ref": 75902 + }, + "15": { + "Dice": 0.49257441046630973, + "FN": 1049, + "FP": 39986, + "IoU": 0.3267653235332721, + "TN": 193944583, + "TP": 19917, + "n_pred": 59903, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9203876971901961, + "FN": 10134, + "FP": 12142, + "IoU": 0.8525168662813408, + "TN": 193854494, + "TP": 128765, + "n_pred": 140907, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9273925925925925, + "FN": 9357, + "FP": 10247, + "IoU": 0.8646151296252814, + "TN": 193860733, + "TP": 125198, + "n_pred": 135445, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9092736006273895, + "FN": 2478, + "FP": 1224, + "IoU": 0.8336404080348717, + "TN": 193983282, + "TP": 18551, + "n_pred": 19775, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6118531586021505, + "FN": 12703, + "FP": 5779, + "IoU": 0.44076976610487456, + "TN": 193972486, + "TP": 14567, + "n_pred": 20346, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9300040555039348, + "FN": 26479, + "FP": 178046, + "IoU": 0.8691659629999232, + "TN": 192442295, + "TP": 1358715, + "n_pred": 1536761, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8902030331086104, + "FN": 48904, + "FP": 18456, + "IoU": 0.8021314345470996, + "TN": 193665107, + "TP": 273068, + "n_pred": 291524, + "n_ref": 321972 + }, + "8": { + "Dice": 0.908749883986713, + "FN": 30886, + "FP": 11391, + "IoU": 0.8327604008022375, + "TN": 193752742, + "TP": 210516, + "n_pred": 221907, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9058669586348707, + "FN": 13612, + "FP": 4013, + "IoU": 0.8279312701357024, + "TN": 193903105, + "TP": 84805, + "n_pred": 88818, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9330783778104644, + "FN": 3440, + "FP": 12484, + "IoU": 0.8745519430898793, + "TN": 99528863, + "TP": 111013, + "n_pred": 123497, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8600860295492799, + "FN": 14199, + "FP": 4504, + "IoU": 0.7545183687933954, + "TN": 99579611, + "TP": 57486, + "n_pred": 61990, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6823488412615438, + "FN": 1684, + "FP": 139, + "IoU": 0.5178524199947104, + "TN": 99652019, + "TP": 1958, + "n_pred": 2097, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5681908548707754, + "FN": 2139, + "FP": 33, + "IoU": 0.39683421271868924, + "TN": 99652199, + "TP": 1429, + "n_pred": 1462, + "n_ref": 3568 + }, + "13": { + "Dice": 0.678695938942806, + "FN": 16619, + "FP": 10661, + "IoU": 0.5136561363474292, + "TN": 99599708, + "TP": 28812, + "n_pred": 39473, + "n_ref": 45431 + }, + "14": { + "Dice": 0.12049610110244689, + "FN": 46970, + "FP": 57698, + "IoU": 0.0641105885298378, + "TN": 99543962, + "TP": 7170, + "n_pred": 64868, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4578985832650941, + "FN": 11945, + "FP": 49622, + "IoU": 0.29693156253925473, + "TN": 99568231, + "TP": 26002, + "n_pred": 75624, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9469330461190762, + "FN": 7491, + "FP": 4531, + "IoU": 0.8992144731437003, + "TN": 99536517, + "TP": 107261, + "n_pred": 111792, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9526421605876393, + "FN": 3456, + "FP": 8510, + "IoU": 0.9095670311897762, + "TN": 99523481, + "TP": 120353, + "n_pred": 128863, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8870067479381301, + "FN": 2935, + "FP": 1134, + "IoU": 0.7969560878243513, + "TN": 99635760, + "TP": 15971, + "n_pred": 17105, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8300998664207111, + "FN": 441, + "FP": 2230, + "IoU": 0.7095476294040888, + "TN": 99646604, + "TP": 6525, + "n_pred": 8755, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9642083296054562, + "FN": 44702, + "FP": 52509, + "IoU": 0.9308902138961779, + "TN": 98249183, + "TP": 1309406, + "n_pred": 1361915, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8759242576437438, + "FN": 14807, + "FP": 28302, + "IoU": 0.7792395339905261, + "TN": 99460525, + "TP": 152166, + "n_pred": 180468, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9615470568078545, + "FN": 4112, + "FP": 3631, + "IoU": 0.9259418668043958, + "TN": 99551247, + "TP": 96810, + "n_pred": 100441, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9289888702677151, + "FN": 9060, + "FP": 4160, + "IoU": 0.8673942263325777, + "TN": 99556106, + "TP": 86474, + "n_pred": 90634, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8277515337102724, + "FN": 130111, + "FP": 1739, + "IoU": 0.7061229402416546, + "TN": 62634863, + "TP": 316807, + "n_pred": 318546, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8307157002970624, + "FN": 10442, + "FP": 14176, + "IoU": 0.7104480069629856, + "TN": 62998499, + "TP": 60403, + "n_pred": 74579, + "n_ref": 70845 + }, + "11": { + "Dice": 0.745640408899579, + "FN": 1065, + "FP": 627, + "IoU": 0.5944391179290508, + "TN": 63079348, + "TP": 2480, + "n_pred": 3107, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7113821138211383, + "FN": 1227, + "FP": 619, + "IoU": 0.5520504731861199, + "TN": 63079399, + "TP": 2275, + "n_pred": 2894, + "n_ref": 3502 + }, + "13": { + "Dice": 0.640625, + "FN": 17529, + "FP": 14027, + "IoU": 0.47126436781609193, + "TN": 63023838, + "TP": 28126, + "n_pred": 42153, + "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": 0.9130777665950639, + "FN": 2403, + "FP": 20743, + "IoU": 0.8400580451231732, + "TN": 62938805, + "TP": 121569, + "n_pred": 142312, + "n_ref": 123972 + }, + "3": { + "Dice": 0.905913395964257, + "FN": 20987, + "FP": 1156, + "IoU": 0.8280088547128044, + "TN": 62954775, + "TP": 106602, + "n_pred": 107758, + "n_ref": 127589 + }, + "4": { + "Dice": 0.06323809523809523, + "FN": 17365, + "FP": 2307, + "IoU": 0.032651455546813535, + "TN": 63063184, + "TP": 664, + "n_pred": 2971, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6065358573994749, + "FN": 8175, + "FP": 3215, + "IoU": 0.4352719520055531, + "TN": 63063351, + "TP": 8779, + "n_pred": 11994, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8701131294321833, + "FN": 167102, + "FP": 120274, + "IoU": 0.7700887160454517, + "TN": 61833577, + "TP": 962567, + "n_pred": 1082841, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6998401302908192, + "FN": 39776, + "FP": 60484, + "IoU": 0.5382723668031372, + "TN": 62866379, + "TP": 116881, + "n_pred": 177365, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9100758913655673, + "FN": 16623, + "FP": 2217, + "IoU": 0.8349901467046201, + "TN": 62969345, + "TP": 95335, + "n_pred": 97552, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8862386396951041, + "FN": 5102, + "FP": 4599, + "IoU": 0.7957168126684636, + "TN": 63036032, + "TP": 37787, + "n_pred": 42386, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653961984371207, + "FN": 18216, + "FP": 2880, + "IoU": 0.9331071439895995, + "TN": 109293448, + "TP": 294274, + "n_pred": 297154, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5476437389067268, + "FN": 33007, + "FP": 57723, + "IoU": 0.37707259133133314, + "TN": 109463167, + "TP": 54921, + "n_pred": 112644, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7023809523809523, + "FN": 1811, + "FP": 439, + "IoU": 0.5412844036697247, + "TN": 109603913, + "TP": 2655, + "n_pred": 3094, + "n_ref": 4466 + }, + "12": { + "Dice": 0.709053007742704, + "FN": 1700, + "FP": 254, + "IoU": 0.5492502883506344, + "TN": 109604483, + "TP": 2381, + "n_pred": 2635, + "n_ref": 4081 + }, + "13": { + "Dice": 0.36977131908328564, + "FN": 58489, + "FP": 17492, + "IoU": 0.22682174802332325, + "TN": 109510547, + "TP": 22290, + "n_pred": 39782, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5747154076631927, + "FN": 37166, + "FP": 51263, + "IoU": 0.403228527659115, + "TN": 109460639, + "TP": 59750, + "n_pred": 111013, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8508009450935339, + "FN": 5416, + "FP": 28999, + "IoU": 0.7403425381017051, + "TN": 109476278, + "TP": 98125, + "n_pred": 127124, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7314930072490298, + "FN": 89186, + "FP": 2489, + "IoU": 0.5766566612791503, + "TN": 109392268, + "TP": 124875, + "n_pred": 127364, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8275188915767089, + "FN": 10845, + "FP": 87052, + "IoU": 0.7057844136094656, + "TN": 109276079, + "TP": 234842, + "n_pred": 321894, + "n_ref": 245687 + }, + "4": { + "Dice": 0.49159163784533094, + "FN": 32736, + "FP": 3573, + "IoU": 0.32590089671945494, + "TN": 109554955, + "TP": 17554, + "n_pred": 21127, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6439041214002414, + "FN": 4951, + "FP": 1244, + "IoU": 0.47482197355035605, + "TN": 109597022, + "TP": 5601, + "n_pred": 6845, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7817857140527001, + "FN": 52217, + "FP": 616701, + "IoU": 0.6417472878712575, + "TN": 107741650, + "TP": 1198250, + "n_pred": 1814951, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4957957784235973, + "FN": 782301, + "FP": 63132, + "IoU": 0.3296066925699786, + "TN": 108347718, + "TP": 415667, + "n_pred": 478799, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9007142117793189, + "FN": 2400, + "FP": 16784, + "IoU": 0.8193631005065818, + "TN": 109502616, + "TP": 87018, + "n_pred": 103802, + "n_ref": 89418 + }, + "9": { + "Dice": 0.694580109095522, + "FN": 11398, + "FP": 27124, + "IoU": 0.5320740965684786, + "TN": 109526493, + "TP": 43803, + "n_pred": 70927, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918222783884002, + "FN": 3555, + "FP": 6281, + "IoU": 0.8488095055105522, + "TN": 67002295, + "TP": 55221, + "n_pred": 61502, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5986444430069503, + "FN": 37151, + "FP": 18690, + "IoU": 0.42718954516545965, + "TN": 66969866, + "TP": 41645, + "n_pred": 60335, + "n_ref": 78796 + }, + "11": { + "Dice": 0.3084940072954664, + "FN": 2534, + "FP": 120, + "IoU": 0.18237831176833025, + "TN": 67064106, + "TP": 592, + "n_pred": 712, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5184560219363004, + "FN": 2082, + "FP": 201, + "IoU": 0.34994305239179957, + "TN": 67063840, + "TP": 1229, + "n_pred": 1430, + "n_ref": 3311 + }, + "13": { + "Dice": 0.36174121560209627, + "FN": 28858, + "FP": 4147, + "IoU": 0.22080834789177958, + "TN": 67024994, + "TP": 9353, + "n_pred": 13500, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5852019752286894, + "FN": 39331, + "FP": 11909, + "IoU": 0.4136293414201522, + "TN": 66979967, + "TP": 36145, + "n_pred": 48054, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2728453537770399, + "FN": 17393, + "FP": 57064, + "IoU": 0.15797389907945628, + "TN": 66978926, + "TP": 13969, + "n_pred": 71033, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9373290133109837, + "FN": 8477, + "FP": 9918, + "IoU": 0.8820500654030624, + "TN": 66911396, + "TP": 137561, + "n_pred": 147479, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9469685217606033, + "FN": 10811, + "FP": 5940, + "IoU": 0.8992784558956166, + "TN": 66901042, + "TP": 149559, + "n_pred": 155499, + "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": 0.7331460674157303, + "FN": 1613, + "FP": 3707, + "IoU": 0.5787139689578714, + "TN": 67054724, + "TP": 7308, + "n_pred": 11015, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9349082997713244, + "FN": 53479, + "FP": 89442, + "IoU": 0.8777725895062362, + "TN": 65898048, + "TP": 1026383, + "n_pred": 1115825, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.49077974648262057, + "FN": 235399, + "FP": 5756, + "IoU": 0.3251876227732913, + "TN": 66709986, + "TP": 116211, + "n_pred": 121967, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9426712770321749, + "FN": 5290, + "FP": 4492, + "IoU": 0.8915593197791721, + "TN": 66977146, + "TP": 80424, + "n_pred": 84916, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8827135542980329, + "FN": 11829, + "FP": 5581, + "IoU": 0.7900512511305396, + "TN": 66984427, + "TP": 65515, + "n_pred": 71096, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5913685711280691, + "FN": 104311, + "FP": 590, + "IoU": 0.41981781678806684, + "TN": 74338473, + "TP": 75906, + "n_pred": 76496, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7288472076247967, + "FN": 15581, + "FP": 14604, + "IoU": 0.5733749805661951, + "TN": 74448527, + "TP": 40568, + "n_pred": 55172, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6357331571994715, + "FN": 1462, + "FP": 744, + "IoU": 0.46598886468167516, + "TN": 74515149, + "TP": 1925, + "n_pred": 2669, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5077755240027045, + "FN": 1450, + "FP": 6, + "IoU": 0.34028092433167195, + "TN": 74517073, + "TP": 751, + "n_pred": 757, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4801871216290589, + "FN": 23695, + "FP": 17863, + "IoU": 0.31595147564729315, + "TN": 74458527, + "TP": 19195, + "n_pred": 37058, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6950851908870979, + "FN": 5061, + "FP": 18508, + "IoU": 0.5326671028889814, + "TN": 74468847, + "TP": 26864, + "n_pred": 45372, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7092792046396024, + "FN": 4676, + "FP": 16378, + "IoU": 0.5495217921561076, + "TN": 74472543, + "TP": 25683, + "n_pred": 42061, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8733592338561402, + "FN": 4343, + "FP": 35262, + "IoU": 0.7751887381506499, + "TN": 74343110, + "TP": 136565, + "n_pred": 171827, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9245793137052539, + "FN": 19021, + "FP": 3268, + "IoU": 0.8597373339458432, + "TN": 74360371, + "TP": 136620, + "n_pred": 139888, + "n_ref": 155641 + }, + "4": { + "Dice": 0.2075357646584727, + "FN": 11733, + "FP": 66, + "IoU": 0.11578237410071943, + "TN": 74505936, + "TP": 1545, + "n_pred": 1611, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6495361873108785, + "FN": 3607, + "FP": 3458, + "IoU": 0.48097267117249487, + "TN": 74505668, + "TP": 6547, + "n_pred": 10005, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9416529755105196, + "FN": 71039, + "FP": 119173, + "IoU": 0.8897393328665038, + "TN": 72794168, + "TP": 1534900, + "n_pred": 1654073, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.48785963305983027, + "FN": 111776, + "FP": 4570, + "IoU": 0.3226285361636227, + "TN": 74347519, + "TP": 55415, + "n_pred": 59985, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9615235855624488, + "FN": 2229, + "FP": 2745, + "IoU": 0.925898337405399, + "TN": 74452156, + "TP": 62150, + "n_pred": 64895, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9218187802279333, + "FN": 10234, + "FP": 3781, + "IoU": 0.854975734434338, + "TN": 74422641, + "TP": 82624, + "n_pred": 86405, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9037652983545119, + "FN": 12835, + "FP": 44684, + "IoU": 0.8244268284865708, + "TN": 65723573, + "TP": 270088, + "n_pred": 314772, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5727873868094451, + "FN": 37104, + "FP": 32154, + "IoU": 0.40133290689532963, + "TN": 65935493, + "TP": 46429, + "n_pred": 78583, + "n_ref": 83533 + }, + "11": { + "Dice": 0.37192072606038157, + "FN": 2633, + "FP": 758, + "IoU": 0.22844141069397042, + "TN": 66046785, + "TP": 1004, + "n_pred": 1762, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5065696381645441, + "FN": 1773, + "FP": 668, + "IoU": 0.33919870059556034, + "TN": 66047486, + "TP": 1253, + "n_pred": 1921, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7389808045829592, + "FN": 13055, + "FP": 11367, + "IoU": 0.5860186801823946, + "TN": 65992187, + "TP": 34571, + "n_pred": 45938, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8536016761589991, + "FN": 817, + "FP": 19027, + "IoU": 0.74459431630972, + "TN": 65973484, + "TP": 57852, + "n_pred": 76879, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6285641870485363, + "FN": 7236, + "FP": 13281, + "IoU": 0.45832563296987616, + "TN": 66013303, + "TP": 17360, + "n_pred": 30641, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7465157289948233, + "FN": 52088, + "FP": 10296, + "IoU": 0.5955525300658044, + "TN": 65896935, + "TP": 91861, + "n_pred": 102157, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8321840225049167, + "FN": 6401, + "FP": 54268, + "IoU": 0.7125985930505223, + "TN": 65840085, + "TP": 150426, + "n_pred": 204694, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9032504249488327, + "FN": 3490, + "FP": 2088, + "IoU": 0.8235703441295547, + "TN": 66019564, + "TP": 26038, + "n_pred": 28126, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9068373053862044, + "FN": 980, + "FP": 869, + "IoU": 0.8295538348082596, + "TN": 66040332, + "TP": 8999, + "n_pred": 9868, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8648599085705304, + "FN": 33085, + "FP": 276425, + "IoU": 0.7618970690053081, + "TN": 64751280, + "TP": 990390, + "n_pred": 1266815, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.584085408398721, + "FN": 567603, + "FP": 14776, + "IoU": 0.4125145767006823, + "TN": 65059872, + "TP": 408929, + "n_pred": 423705, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9607208986544871, + "FN": 3470, + "FP": 2894, + "IoU": 0.9244108703914862, + "TN": 65966988, + "TP": 77828, + "n_pred": 80722, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8704357447705359, + "FN": 12265, + "FP": 4948, + "IoU": 0.7705942718537176, + "TN": 65976147, + "TP": 57820, + "n_pred": 62768, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732405016055699, + "FN": 4984, + "FP": 3191, + "IoU": 0.947875820118977, + "TN": 113315703, + "TP": 148662, + "n_pred": 151853, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8243445863056023, + "FN": 7994, + "FP": 22934, + "IoU": 0.7011787439613526, + "TN": 113369040, + "TP": 72572, + "n_pred": 95506, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6948005698005698, + "FN": 1279, + "FP": 435, + "IoU": 0.5323328785811733, + "TN": 113468875, + "TP": 1951, + "n_pred": 2386, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8068823124569855, + "FN": 1152, + "FP": 251, + "IoU": 0.6762805722196585, + "TN": 113468206, + "TP": 2931, + "n_pred": 3182, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6604879868875179, + "FN": 27311, + "FP": 23645, + "IoU": 0.493081047741268, + "TN": 113372019, + "TP": 49565, + "n_pred": 73210, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8536463142361814, + "FN": 63435, + "FP": 5198, + "IoU": 0.744662249388935, + "TN": 113203747, + "TP": 200160, + "n_pred": 205358, + "n_ref": 263595 + }, + "15": { + "Dice": 0.25989409568118516, + "FN": 4901, + "FP": 91819, + "IoU": 0.14935533236002885, + "TN": 113358838, + "TP": 16982, + "n_pred": 108801, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8550490831830787, + "FN": 5450, + "FP": 35791, + "IoU": 0.7467997716095998, + "TN": 113309661, + "TP": 121638, + "n_pred": 157429, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8431394468904788, + "FN": 22253, + "FP": 14229, + "IoU": 0.7288168350318519, + "TN": 113338011, + "TP": 98047, + "n_pred": 112276, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7853051604593165, + "FN": 2437, + "FP": 13231, + "IoU": 0.6465040723777723, + "TN": 113428217, + "TP": 28655, + "n_pred": 41886, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6093627952995088, + "FN": 15273, + "FP": 7232, + "IoU": 0.43818962504368664, + "TN": 113432482, + "TP": 17553, + "n_pred": 24785, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9568200965398523, + "FN": 41408, + "FP": 58075, + "IoU": 0.9172148479530265, + "TN": 112270839, + "TP": 1102218, + "n_pred": 1160293, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8133154330556812, + "FN": 53546, + "FP": 21961, + "IoU": 0.6853678354897181, + "TN": 113232555, + "TP": 164478, + "n_pred": 186439, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9070965472181736, + "FN": 34089, + "FP": 2881, + "IoU": 0.8299878135706238, + "TN": 113255085, + "TP": 180485, + "n_pred": 183366, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8955067920585162, + "FN": 16254, + "FP": 4746, + "IoU": 0.8107852412488175, + "TN": 113361555, + "TP": 89985, + "n_pred": 94731, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8317210493946715, + "FN": 4799, + "FP": 44726, + "IoU": 0.7119199134450946, + "TN": 75024814, + "TP": 122389, + "n_pred": 167115, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8074783961560239, + "FN": 23760, + "FP": 12621, + "IoU": 0.6771184635592318, + "TN": 75084052, + "TP": 76295, + "n_pred": 88916, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6809378185524975, + "FN": 1540, + "FP": 338, + "IoU": 0.5162287480680062, + "TN": 75192846, + "TP": 2004, + "n_pred": 2342, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5428, + "FN": 1749, + "FP": 537, + "IoU": 0.37249519626681304, + "TN": 75193085, + "TP": 1357, + "n_pred": 1894, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5896937874634078, + "FN": 23533, + "FP": 20618, + "IoU": 0.41813173778960966, + "TN": 75120850, + "TP": 31727, + "n_pred": 52345, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9100325164564993, + "FN": 18310, + "FP": 4378, + "IoU": 0.8349171238558144, + "TN": 75059294, + "TP": 114746, + "n_pred": 119124, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6927829984435524, + "FN": 14613, + "FP": 37891, + "IoU": 0.5299678612033697, + "TN": 75085025, + "TP": 59199, + "n_pred": 97090, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8656575477353843, + "FN": 6971, + "FP": 36278, + "IoU": 0.7631359877320774, + "TN": 75014138, + "TP": 139341, + "n_pred": 175619, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8595664117603385, + "FN": 31740, + "FP": 6090, + "IoU": 0.7537189544611178, + "TN": 75043123, + "TP": 115775, + "n_pred": 121865, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8545642280775555, + "FN": 2617, + "FP": 4989, + "IoU": 0.7460603632478633, + "TN": 75166776, + "TP": 22346, + "n_pred": 27335, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8674026138814871, + "FN": 865, + "FP": 1225, + "IoU": 0.7658525655388752, + "TN": 75187802, + "TP": 6836, + "n_pred": 8061, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8933951820435482, + "FN": 25833, + "FP": 267875, + "IoU": 0.8073299226126321, + "TN": 73672319, + "TP": 1230701, + "n_pred": 1498576, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.856859450726979, + "FN": 19215, + "FP": 25087, + "IoU": 0.7495661415141802, + "TN": 75019827, + "TP": 132599, + "n_pred": 157686, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9101322084404685, + "FN": 12353, + "FP": 1942, + "IoU": 0.8350849667170429, + "TN": 75110047, + "TP": 72386, + "n_pred": 74328, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7924985280736498, + "FN": 18008, + "FP": 13006, + "IoU": 0.6563126807699553, + "TN": 75106489, + "TP": 59225, + "n_pred": 72231, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715640256234185, + "FN": 9277, + "FP": 2815, + "IoU": 0.9447005451285991, + "TN": 86709208, + "TP": 206572, + "n_pred": 209387, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6800618787674034, + "FN": 11459, + "FP": 42520, + "IoU": 0.5152225455329238, + "TN": 86816524, + "TP": 57369, + "n_pred": 99889, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6122955909749535, + "FN": 1111, + "FP": 762, + "IoU": 0.4412291169451074, + "TN": 86924520, + "TP": 1479, + "n_pred": 2241, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5771144278606966, + "FN": 1667, + "FP": 3093, + "IoU": 0.40559440559440557, + "TN": 86919864, + "TP": 3248, + "n_pred": 6341, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6020889131301949, + "FN": 18381, + "FP": 30498, + "IoU": 0.4307061577702978, + "TN": 86842013, + "TP": 36980, + "n_pred": 67478, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8592151563224244, + "FN": 17472, + "FP": 4093, + "IoU": 0.7531789724279223, + "TN": 86840501, + "TP": 65806, + "n_pred": 69899, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8154629930725948, + "FN": 38522, + "FP": 17659, + "IoU": 0.688423399440969, + "TN": 86747560, + "TP": 124131, + "n_pred": 141790, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8769435806308308, + "FN": 22558, + "FP": 5973, + "IoU": 0.7808544303797469, + "TN": 86797680, + "TP": 101661, + "n_pred": 107634, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8479060336248051, + "FN": 11032, + "FP": 46124, + "IoU": 0.7359695114909343, + "TN": 86711397, + "TP": 159319, + "n_pred": 205443, + "n_ref": 170351 + }, + "4": { + "Dice": 0.711209922770887, + "FN": 4366, + "FP": 5506, + "IoU": 0.5518431087706556, + "TN": 86905844, + "TP": 12156, + "n_pred": 17662, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8436991208075545, + "FN": 291, + "FP": 1629, + "IoU": 0.7296536186989581, + "TN": 86920770, + "TP": 5182, + "n_pred": 6811, + "n_ref": 5473 + }, + "6": { + "Dice": 0.881447608299832, + "FN": 27713, + "FP": 280718, + "IoU": 0.7880253216928504, + "TN": 85472835, + "TP": 1146606, + "n_pred": 1427324, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5279434100241885, + "FN": 647797, + "FP": 23543, + "IoU": 0.3586434201098639, + "TN": 85881122, + "TP": 375410, + "n_pred": 398953, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9373269163552281, + "FN": 2095, + "FP": 4898, + "IoU": 0.8820463515838478, + "TN": 86868586, + "TP": 52293, + "n_pred": 57191, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8179186264212978, + "FN": 5981, + "FP": 13956, + "IoU": 0.6919308980777551, + "TN": 86863156, + "TP": 44779, + "n_pred": 58735, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6892479350818722, + "FN": 21872, + "FP": 38174, + "IoU": 0.5258415786855343, + "TN": 37622963, + "TP": 66591, + "n_pred": 104765, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6480996558431842, + "FN": 24594, + "FP": 13034, + "IoU": 0.47939898724369795, + "TN": 37677322, + "TP": 34650, + "n_pred": 47684, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7784070796460177, + "FN": 389, + "FP": 863, + "IoU": 0.6372066067806433, + "TN": 37746149, + "TP": 2199, + "n_pred": 3062, + "n_ref": 2588 + }, + "12": { + "Dice": 0.42412160478445055, + "FN": 2066, + "FP": 245, + "IoU": 0.2691334598355471, + "TN": 37746438, + "TP": 851, + "n_pred": 1096, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7170680092554911, + "FN": 14050, + "FP": 10283, + "IoU": 0.5589290893271461, + "TN": 37694432, + "TP": 30835, + "n_pred": 41118, + "n_ref": 44885 + }, + "14": { + "Dice": 0.444925364852117, + "FN": 36130, + "FP": 123918, + "IoU": 0.28611190408221526, + "TN": 37525408, + "TP": 64144, + "n_pred": 188062, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53725, + "IoU": 0.0, + "TN": 37695875, + "TP": 0, + "n_pred": 53725, + "n_ref": 0 + }, + "2": { + "Dice": 0.565714108795938, + "FN": 45416, + "FP": 38746, + "IoU": 0.3944221387557743, + "TN": 37610622, + "TP": 54816, + "n_pred": 93562, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4999420507414746, + "FN": 43406, + "FP": 47201, + "IoU": 0.33328182487122887, + "TN": 37613700, + "TP": 45293, + "n_pred": 92494, + "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": 0.7996253010973325, + "FN": 1086, + "FP": 3406, + "IoU": 0.666146413972501, + "TN": 37736145, + "TP": 8963, + "n_pred": 12369, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9261309871348326, + "FN": 75521, + "FP": 30880, + "IoU": 0.8624245378529378, + "TN": 36976199, + "TP": 667000, + "n_pred": 697880, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7989728319057816, + "FN": 106492, + "FP": 13674, + "IoU": 0.6652412644200099, + "TN": 37390637, + "TP": 238797, + "n_pred": 252471, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9405042315579625, + "FN": 4018, + "FP": 5353, + "IoU": 0.8876904085619435, + "TN": 37666161, + "TP": 74068, + "n_pred": 79421, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8329423686827931, + "FN": 10386, + "FP": 7418, + "IoU": 0.7137114280660567, + "TN": 37687411, + "TP": 44385, + "n_pred": 51803, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8634609505903553, + "FN": 10189, + "FP": 49216, + "IoU": 0.7597283622052977, + "TN": 75659447, + "TP": 187836, + "n_pred": 237052, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9026923929917942, + "FN": 12355, + "FP": 9583, + "IoU": 0.8226429737901596, + "TN": 75782994, + "TP": 101756, + "n_pred": 111339, + "n_ref": 114111 + }, + "11": { + "Dice": 0.688919220746991, + "FN": 1566, + "FP": 941, + "IoU": 0.5254590194964982, + "TN": 75901405, + "TP": 2776, + "n_pred": 3717, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7540436189084838, + "FN": 971, + "FP": 1386, + "IoU": 0.6051926298157454, + "TN": 75900718, + "TP": 3613, + "n_pred": 4999, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7604978354978355, + "FN": 13393, + "FP": 4311, + "IoU": 0.613551034663407, + "TN": 75860876, + "TP": 28108, + "n_pred": 32419, + "n_ref": 41501 + }, + "14": { + "Dice": 0.908077748226238, + "FN": 10667, + "FP": 12213, + "IoU": 0.8316322400712325, + "TN": 75770795, + "TP": 113013, + "n_pred": 125226, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7479570724736913, + "FN": 61644, + "FP": 23021, + "IoU": 0.5973893195111513, + "TN": 75696398, + "TP": 125625, + "n_pred": 148646, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6763637082453406, + "FN": 90065, + "FP": 8168, + "IoU": 0.5109890930451362, + "TN": 75705807, + "TP": 102648, + "n_pred": 110816, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8262928872836323, + "FN": 6562, + "FP": 96311, + "IoU": 0.7040026241055166, + "TN": 75559141, + "TP": 244674, + "n_pred": 340985, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9054211576846307, + "FN": 1826, + "FP": 4097, + "IoU": 0.8271867888195134, + "TN": 75872414, + "TP": 28351, + "n_pred": 32448, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8749876372267827, + "FN": 782, + "FP": 1746, + "IoU": 0.7777582417582417, + "TN": 75895313, + "TP": 8847, + "n_pred": 10593, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9516380880403941, + "FN": 58678, + "FP": 108851, + "IoU": 0.9077381362144158, + "TN": 74090889, + "TP": 1648270, + "n_pred": 1757121, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8823841949611085, + "FN": 47871, + "FP": 12341, + "IoU": 0.7895237262955519, + "TN": 75620613, + "TP": 225863, + "n_pred": 238204, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9534285683152997, + "FN": 4248, + "FP": 4300, + "IoU": 0.9110019053171885, + "TN": 75810641, + "TP": 87499, + "n_pred": 91799, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8467782851344495, + "FN": 17662, + "FP": 4082, + "IoU": 0.7342718873735152, + "TN": 75824860, + "TP": 60084, + "n_pred": 64166, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699148453324001, + "FN": 3586, + "FP": 2088, + "IoU": 0.9415870532037556, + "TN": 61290614, + "TP": 91462, + "n_pred": 93550, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8529198470936735, + "FN": 8662, + "FP": 15270, + "IoU": 0.7435573224178391, + "TN": 61294427, + "TP": 69391, + "n_pred": 84661, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7970204841713222, + "FN": 346, + "FP": 1180, + "IoU": 0.6625386996904025, + "TN": 61383228, + "TP": 2996, + "n_pred": 4176, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8324149108589951, + "FN": 801, + "FP": 233, + "IoU": 0.7129372570794004, + "TN": 61384148, + "TP": 2568, + "n_pred": 2801, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5763955051487191, + "FN": 17373, + "FP": 15084, + "IoU": 0.40488457800839767, + "TN": 61333211, + "TP": 22082, + "n_pred": 37166, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8648899841577187, + "FN": 5042, + "FP": 14147, + "IoU": 0.7619437517833438, + "TN": 61307143, + "TP": 61418, + "n_pred": 75565, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8698868729504942, + "FN": 4399, + "FP": 7068, + "IoU": 0.7697343320146991, + "TN": 61337951, + "TP": 38332, + "n_pred": 45400, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9301438571349832, + "FN": 6597, + "FP": 12414, + "IoU": 0.8694102130816469, + "TN": 61242172, + "TP": 126567, + "n_pred": 138981, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9685837354186309, + "FN": 2636, + "FP": 5861, + "IoU": 0.9390813085653243, + "TN": 61248269, + "TP": 130984, + "n_pred": 136845, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7333212909441233, + "FN": 6797, + "FP": 2061, + "IoU": 0.5789323572752769, + "TN": 61366713, + "TP": 12179, + "n_pred": 14240, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6048677620595729, + "FN": 13927, + "FP": 4061, + "IoU": 0.4335558634588739, + "TN": 61355994, + "TP": 13768, + "n_pred": 17829, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9613445445170025, + "FN": 30358, + "FP": 47193, + "IoU": 0.9255663554666992, + "TN": 60345869, + "TP": 964330, + "n_pred": 1011523, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7355781734447279, + "FN": 54275, + "FP": 36212, + "IoU": 0.5817506135976002, + "TN": 61171403, + "TP": 125860, + "n_pred": 162072, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9207625481003512, + "FN": 27131, + "FP": 10593, + "IoU": 0.8531602998762193, + "TN": 61130844, + "TP": 219182, + "n_pred": 229775, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9176140350877193, + "FN": 7799, + "FP": 5115, + "IoU": 0.8477697095435685, + "TN": 61302918, + "TP": 71918, + "n_pred": 77033, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614321253349386, + "FN": 5033, + "FP": 9447, + "IoU": 0.9257287354906879, + "TN": 39553839, + "TP": 180481, + "n_pred": 189928, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6602688296174348, + "FN": 18945, + "FP": 14898, + "IoU": 0.49283680503521654, + "TN": 39682070, + "TP": 32887, + "n_pred": 47785, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7614593077642656, + "FN": 996, + "FP": 279, + "IoU": 0.6148036253776435, + "TN": 39745490, + "TP": 2035, + "n_pred": 2314, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8338918142651986, + "FN": 847, + "FP": 194, + "IoU": 0.7151067323481116, + "TN": 39745146, + "TP": 2613, + "n_pred": 2807, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7550061064128857, + "FN": 11046, + "FP": 10218, + "IoU": 0.6064335819652409, + "TN": 39694771, + "TP": 32765, + "n_pred": 42983, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4047819259409351, + "FN": 13356, + "FP": 45395, + "IoU": 0.253747078548928, + "TN": 39670072, + "TP": 19977, + "n_pred": 65372, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7898683496199783, + "FN": 5158, + "FP": 19614, + "IoU": 0.6527127435861488, + "TN": 39677470, + "TP": 46558, + "n_pred": 66172, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8076517668268357, + "FN": 6744, + "FP": 46176, + "IoU": 0.6773623211378892, + "TN": 39584777, + "TP": 111103, + "n_pred": 157279, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7840663364955357, + "FN": 44352, + "FP": 5178, + "IoU": 0.6448265723935663, + "TN": 39609347, + "TP": 89923, + "n_pred": 95101, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8824931500746253, + "FN": 3965, + "FP": 1310, + "IoU": 0.7896982019694614, + "TN": 39723717, + "TP": 19808, + "n_pred": 21118, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8220403109307285, + "FN": 549, + "FP": 2038, + "IoU": 0.697850969399673, + "TN": 39740238, + "TP": 5975, + "n_pred": 8013, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9030658356077031, + "FN": 20186, + "FP": 174695, + "IoU": 0.8232634782671784, + "TN": 38646136, + "TP": 907783, + "n_pred": 1082478, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5026698190360276, + "FN": 484070, + "FP": 6681, + "IoU": 0.3357107373020503, + "TN": 39010039, + "TP": 248010, + "n_pred": 254691, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9656170756544137, + "FN": 1173, + "FP": 2271, + "IoU": 0.9335199305086381, + "TN": 39696995, + "TP": 48361, + "n_pred": 50632, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9075316505820992, + "FN": 1522, + "FP": 6651, + "IoU": 0.8307166528583264, + "TN": 39700520, + "TP": 40107, + "n_pred": 46758, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9061779863409729, + "FN": 10445, + "FP": 7469, + "IoU": 0.8284510414172851, + "TN": 101292183, + "TP": 86511, + "n_pred": 93980, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7370263515067009, + "FN": 32704, + "FP": 2753, + "IoU": 0.5835643145729588, + "TN": 101311464, + "TP": 49687, + "n_pred": 52440, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6509180212840603, + "FN": 2746, + "FP": 239, + "IoU": 0.4824895977808599, + "TN": 101390840, + "TP": 2783, + "n_pred": 3022, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6494695700725851, + "FN": 2317, + "FP": 822, + "IoU": 0.4808996196461055, + "TN": 101390561, + "TP": 2908, + "n_pred": 3730, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8747032389350518, + "FN": 8680, + "FP": 3142, + "IoU": 0.7773089456929192, + "TN": 101343521, + "TP": 41265, + "n_pred": 44407, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9322836340159966, + "FN": 19603, + "FP": 3053, + "IoU": 0.8731566394571534, + "TN": 101217994, + "TP": 155958, + "n_pred": 159011, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8616769209326405, + "FN": 5236, + "FP": 1711, + "IoU": 0.7569704390414553, + "TN": 101368023, + "TP": 21638, + "n_pred": 23349, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7171461227508426, + "FN": 11074, + "FP": 123552, + "IoU": 0.5590240131546623, + "TN": 101091317, + "TP": 170665, + "n_pred": 294217, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3486503886919004, + "FN": 130893, + "FP": 4675, + "IoU": 0.21113057241447533, + "TN": 101224757, + "TP": 36283, + "n_pred": 40958, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8768376026353312, + "FN": 1229, + "FP": 1276, + "IoU": 0.7806863946769392, + "TN": 101385186, + "TP": 8917, + "n_pred": 10193, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7442951716305274, + "FN": 13613, + "FP": 3498, + "IoU": 0.592730994430428, + "TN": 101354594, + "TP": 24903, + "n_pred": 28401, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9013922952422878, + "FN": 41948, + "FP": 349375, + "IoU": 0.8204860491498933, + "TN": 99216705, + "TP": 1788580, + "n_pred": 2137955, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6858422831543369, + "FN": 203823, + "FP": 31800, + "IoU": 0.5218873460641736, + "TN": 100903789, + "TP": 257196, + "n_pred": 288996, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8975434736202564, + "FN": 37081, + "FP": 12835, + "IoU": 0.8141304914467854, + "TN": 101128054, + "TP": 218638, + "n_pred": 231473, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9182897027221646, + "FN": 5641, + "FP": 8770, + "IoU": 0.8489238801119626, + "TN": 101301219, + "TP": 80978, + "n_pred": 89748, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8434150670006403, + "FN": 29274, + "FP": 40429, + "IoU": 0.7292288209335571, + "TN": 73626080, + "TP": 187721, + "n_pred": 228150, + "n_ref": 216995 + }, + "10": { + "Dice": 0.23131054106782303, + "FN": 48690, + "FP": 131766, + "IoU": 0.13078075402081818, + "TN": 73675897, + "TP": 27151, + "n_pred": 158917, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5363621506782154, + "FN": 2977, + "FP": 2697, + "IoU": 0.3664582402858419, + "TN": 73874548, + "TP": 3282, + "n_pred": 5979, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5962587685113017, + "FN": 2481, + "FP": 1663, + "IoU": 0.42476401998889507, + "TN": 73876300, + "TP": 3060, + "n_pred": 4723, + "n_ref": 5541 + }, + "13": { + "Dice": 0.019770401643785202, + "FN": 60272, + "FP": 35617, + "IoU": 0.009983893615263898, + "TN": 73786648, + "TP": 967, + "n_pred": 36584, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6450758404643717, + "FN": 45132, + "FP": 16502, + "IoU": 0.4760973785318418, + "TN": 73765860, + "TP": 56010, + "n_pred": 72512, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8148978436232328, + "FN": 46602, + "FP": 33160, + "IoU": 0.6876182270350716, + "TN": 73628169, + "TP": 175573, + "n_pred": 208733, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5921501185521375, + "FN": 103765, + "FP": 16472, + "IoU": 0.42060600803770204, + "TN": 73675982, + "TP": 87285, + "n_pred": 103757, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6202117278406948, + "FN": 28002, + "FP": 167374, + "IoU": 0.44949775291979543, + "TN": 73528599, + "TP": 159529, + "n_pred": 326903, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 29281, + "IoU": 0.0, + "TN": 73806335, + "TP": 0, + "n_pred": 29281, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6700251889168766, + "FN": 6616, + "FP": 1768, + "IoU": 0.5037878787878788, + "TN": 73866608, + "TP": 8512, + "n_pred": 10280, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6698940921657208, + "FN": 329476, + "FP": 1022549, + "IoU": 0.5036396637441177, + "TN": 71159626, + "TP": 1371853, + "n_pred": 2394402, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3848646765013358, + "FN": 106333, + "FP": 105495, + "IoU": 0.23828633483642223, + "TN": 73605410, + "TP": 66266, + "n_pred": 171761, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8423054598446396, + "FN": 11243, + "FP": 14295, + "IoU": 0.7275714194277911, + "TN": 73789762, + "TP": 68204, + "n_pred": 82499, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7686515748031496, + "FN": 12086, + "FP": 34924, + "IoU": 0.6242356420606691, + "TN": 73758399, + "TP": 78095, + "n_pred": 113019, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9243168791477248, + "FN": 6486, + "FP": 23131, + "IoU": 0.8592836135751379, + "TN": 69285303, + "TP": 180856, + "n_pred": 203987, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7069800506509086, + "FN": 19737, + "FP": 19833, + "IoU": 0.5467665452546216, + "TN": 69408470, + "TP": 47736, + "n_pred": 67569, + "n_ref": 67473 + }, + "11": { + "Dice": 0.795365755085545, + "FN": 509, + "FP": 1010, + "IoU": 0.660254976515321, + "TN": 69491305, + "TP": 2952, + "n_pred": 3962, + "n_ref": 3461 + }, + "12": { + "Dice": 0.585932037477276, + "FN": 1057, + "FP": 1904, + "IoU": 0.4143591772151899, + "TN": 69490720, + "TP": 2095, + "n_pred": 3999, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6612607659886385, + "FN": 27299, + "FP": 24459, + "IoU": 0.4939429197180207, + "TN": 69393499, + "TP": 50519, + "n_pred": 74978, + "n_ref": 77818 + }, + "14": { + "Dice": 0.882370046739909, + "FN": 26627, + "FP": 6543, + "IoU": 0.7895010724847377, + "TN": 69338198, + "TP": 124408, + "n_pred": 130951, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7168540759235298, + "FN": 15327, + "FP": 46819, + "IoU": 0.5586691758690481, + "TN": 69354961, + "TP": 78669, + "n_pred": 125488, + "n_ref": 93996 + }, + "2": { + "Dice": 0.937535542186705, + "FN": 9192, + "FP": 9591, + "IoU": 0.8824159107555355, + "TN": 69336035, + "TP": 140958, + "n_pred": 150549, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9403651458290596, + "FN": 16711, + "FP": 3057, + "IoU": 0.8874426337785977, + "TN": 69320150, + "TP": 155858, + "n_pred": 158915, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5233803872939887, + "FN": 18970, + "FP": 14085, + "IoU": 0.35444496523709085, + "TN": 69444572, + "TP": 18149, + "n_pred": 32234, + "n_ref": 37119 + }, + "5": { + "Dice": 0.880723729993041, + "FN": 3273, + "FP": 1012, + "IoU": 0.7868689380751057, + "TN": 69475671, + "TP": 15820, + "n_pred": 16832, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9372598588310181, + "FN": 106814, + "FP": 72968, + "IoU": 0.8819275969006504, + "TN": 67973134, + "TP": 1342860, + "n_pred": 1415828, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8504264036463641, + "FN": 25097, + "FP": 76173, + "IoU": 0.7397755188044115, + "TN": 69106612, + "TP": 287894, + "n_pred": 364067, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9226970844507879, + "FN": 8522, + "FP": 4910, + "IoU": 0.8564880602596292, + "TN": 69402181, + "TP": 80163, + "n_pred": 85073, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8730227065856478, + "FN": 9394, + "FP": 11252, + "IoU": 0.7746586481265212, + "TN": 69404155, + "TP": 70975, + "n_pred": 82227, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9032139408708446, + "FN": 5971, + "FP": 36129, + "IoU": 0.8235096839104553, + "TN": 50595012, + "TP": 196440, + "n_pred": 232569, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8214187775131703, + "FN": 18928, + "FP": 5818, + "IoU": 0.6969555952876632, + "TN": 50751894, + "TP": 56912, + "n_pred": 62730, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8408182097816057, + "FN": 1262, + "FP": 808, + "IoU": 0.7253549157489717, + "TN": 50826015, + "TP": 5467, + "n_pred": 6275, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5348230134697713, + "FN": 3738, + "FP": 717, + "IoU": 0.36502280501710377, + "TN": 50826536, + "TP": 2561, + "n_pred": 3278, + "n_ref": 6299 + }, + "13": { + "Dice": 0.633567243493664, + "FN": 11065, + "FP": 31963, + "IoU": 0.4636651459626555, + "TN": 50753326, + "TP": 37198, + "n_pred": 69161, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6445751455781253, + "FN": 17640, + "FP": 18860, + "IoU": 0.4755521071310545, + "TN": 50763955, + "TP": 33097, + "n_pred": 51957, + "n_ref": 50737 + }, + "15": { + "Dice": 0.44860960566325503, + "FN": 11372, + "FP": 46111, + "IoU": 0.2891661617223342, + "TN": 50752685, + "TP": 23384, + "n_pred": 69495, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8282605247818215, + "FN": 11011, + "FP": 72368, + "IoU": 0.7068640617638994, + "TN": 50549114, + "TP": 201059, + "n_pred": 273427, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7603801872487632, + "FN": 69494, + "FP": 14735, + "IoU": 0.6133978978289806, + "TN": 50615682, + "TP": 133641, + "n_pred": 148376, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8485255692422545, + "FN": 916, + "FP": 5171, + "IoU": 0.7369035269709544, + "TN": 50810416, + "TP": 17049, + "n_pred": 22220, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8819724526291759, + "FN": 1254, + "FP": 1848, + "IoU": 0.7888646882657229, + "TN": 50818860, + "TP": 11590, + "n_pred": 13438, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8942907452800832, + "FN": 66849, + "FP": 436589, + "IoU": 0.8087937597181573, + "TN": 48200594, + "TP": 2129520, + "n_pred": 2566109, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7619344017890421, + "FN": 23936, + "FP": 103810, + "IoU": 0.6154232884671542, + "TN": 50501379, + "TP": 204427, + "n_pred": 308237, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9582258394260069, + "FN": 4496, + "FP": 4086, + "IoU": 0.9198018876740491, + "TN": 50726542, + "TP": 98428, + "n_pred": 102514, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8943842091872034, + "FN": 14934, + "FP": 8727, + "IoU": 0.808946667204974, + "TN": 50709707, + "TP": 100184, + "n_pred": 108911, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8924234565358203, + "FN": 32156, + "FP": 11191, + "IoU": 0.8057442727566057, + "TN": 76661716, + "TP": 179797, + "n_pred": 190988, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7013246247122964, + "FN": 13311, + "FP": 30680, + "IoU": 0.540030740597455, + "TN": 76789221, + "TP": 51648, + "n_pred": 82328, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7336377473363774, + "FN": 705, + "FP": 870, + "IoU": 0.5793269230769231, + "TN": 76881116, + "TP": 2169, + "n_pred": 3039, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7462283269533889, + "FN": 952, + "FP": 175, + "IoU": 0.5951867816091954, + "TN": 76882076, + "TP": 1657, + "n_pred": 1832, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5491270036440052, + "FN": 18220, + "FP": 22116, + "IoU": 0.37848040801861355, + "TN": 76819961, + "TP": 24563, + "n_pred": 46679, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7504743414375855, + "FN": 4973, + "FP": 45922, + "IoU": 0.6006073875273678, + "TN": 76757429, + "TP": 76536, + "n_pred": 122458, + "n_ref": 81509 + }, + "15": { + "Dice": 0.4621197681328415, + "FN": 19407, + "FP": 28566, + "IoU": 0.30049138974351497, + "TN": 76816279, + "TP": 20608, + "n_pred": 49174, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8946185922783809, + "FN": 4351, + "FP": 19101, + "IoU": 0.8093302330119189, + "TN": 76761862, + "TP": 99546, + "n_pred": 118647, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8409893992932862, + "FN": 15181, + "FP": 15914, + "IoU": 0.725609756097561, + "TN": 76771536, + "TP": 82229, + "n_pred": 98143, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9220583441981747, + "FN": 2251, + "FP": 1575, + "IoU": 0.8553879880560911, + "TN": 76858403, + "TP": 22631, + "n_pred": 24206, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8881494415708496, + "FN": 2276, + "FP": 1119, + "IoU": 0.798802892023231, + "TN": 76867986, + "TP": 13479, + "n_pred": 14598, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9389848624595264, + "FN": 22378, + "FP": 121704, + "IoU": 0.8849872440426966, + "TN": 75632112, + "TP": 1108666, + "n_pred": 1230370, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7432742718883464, + "FN": 16620, + "FP": 83225, + "IoU": 0.5914371411852803, + "TN": 76640479, + "TP": 144536, + "n_pred": 227761, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9522488658457551, + "FN": 3840, + "FP": 3528, + "IoU": 0.908850236286711, + "TN": 76804026, + "TP": 73466, + "n_pred": 76994, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9216771346121202, + "FN": 10323, + "FP": 3519, + "IoU": 0.8547320697689063, + "TN": 76789574, + "TP": 81444, + "n_pred": 84963, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8368249131433452, + "FN": 15823, + "FP": 26588, + "IoU": 0.7194315994204854, + "TN": 130848771, + "TP": 108750, + "n_pred": 135338, + "n_ref": 124573 + }, + "10": { + "Dice": 0.51358290047167, + "FN": 10252, + "FP": 79365, + "IoU": 0.34551735218509, + "TN": 130863004, + "TP": 47311, + "n_pred": 126676, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7485093696763203, + "FN": 2053, + "FP": 309, + "IoU": 0.5980942657818615, + "TN": 130994055, + "TP": 3515, + "n_pred": 3824, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6851590399468482, + "FN": 3177, + "FP": 614, + "IoU": 0.5210965133906014, + "TN": 130992016, + "TP": 4125, + "n_pred": 4739, + "n_ref": 7302 + }, + "13": { + "Dice": 0.46270804485352013, + "FN": 52854, + "FP": 6513, + "IoU": 0.3009890498057224, + "TN": 130915002, + "TP": 25563, + "n_pred": 32076, + "n_ref": 78417 + }, + "14": { + "Dice": 0.008808310167762921, + "FN": 941906, + "FP": 7615, + "IoU": 0.004423637469331264, + "TN": 130046192, + "TP": 4219, + "n_pred": 11834, + "n_ref": 946125 + }, + "15": { + "Dice": 0.003110767124103236, + "FN": 25101, + "FP": 108853, + "IoU": 0.0015578065487504007, + "TN": 130865769, + "TP": 209, + "n_pred": 109062, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5319091620173381, + "FN": 136912, + "FP": 7311, + "IoU": 0.3623135219263727, + "TN": 130773766, + "TP": 81943, + "n_pred": 89254, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7690443552682978, + "FN": 12347, + "FP": 150240, + "IoU": 0.6247539125879048, + "TN": 130566651, + "TP": 270694, + "n_pred": 420934, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6865, + "IoU": 0.0, + "TN": 130990787, + "TP": 0, + "n_pred": 6865, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7451667835320044, + "FN": 8841, + "FP": 1335, + "IoU": 0.5938373114073601, + "TN": 130974878, + "TP": 14878, + "n_pred": 16213, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8565809504616827, + "FN": 61832, + "FP": 410720, + "IoU": 0.7491400032276422, + "TN": 129116204, + "TP": 1411176, + "n_pred": 1821896, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5672737467292437, + "FN": 94801, + "FP": 71899, + "IoU": 0.3959400795750201, + "TN": 130723966, + "TP": 109266, + "n_pred": 181165, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9451988896249329, + "FN": 6168, + "FP": 7730, + "IoU": 0.8960920502717696, + "TN": 130866179, + "TP": 119855, + "n_pred": 127585, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7419829032515779, + "FN": 10782, + "FP": 21514, + "IoU": 0.5898035131393443, + "TN": 130921199, + "TP": 46437, + "n_pred": 67951, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504227859368046, + "FN": 4027, + "FP": 1543, + "IoU": 0.9055291723202171, + "TN": 74367738, + "TP": 53390, + "n_pred": 54933, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6481691510045366, + "FN": 30769, + "FP": 21347, + "IoU": 0.4794750404506502, + "TN": 74326576, + "TP": 48006, + "n_pred": 69353, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7555066079295154, + "FN": 673, + "FP": 437, + "IoU": 0.6070796460176991, + "TN": 74423873, + "TP": 1715, + "n_pred": 2152, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6888690210102816, + "FN": 916, + "FP": 476, + "IoU": 0.5254006137061029, + "TN": 74423765, + "TP": 1541, + "n_pred": 2017, + "n_ref": 2457 + }, + "13": { + "Dice": 0.49252211837187765, + "FN": 65834, + "FP": 11429, + "IoU": 0.3267193000801701, + "TN": 74311942, + "TP": 37493, + "n_pred": 48922, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8662930189360714, + "FN": 36578, + "FP": 4884, + "IoU": 0.7641242696795408, + "TN": 74250919, + "TP": 134317, + "n_pred": 139201, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2578455101119908, + "FN": 9647, + "FP": 62719, + "IoU": 0.14800381459199172, + "TN": 74341761, + "TP": 12571, + "n_pred": 75290, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9238398690784662, + "FN": 6979, + "FP": 11450, + "IoU": 0.8584594825004033, + "TN": 74296495, + "TP": 111774, + "n_pred": 123224, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9261966429710116, + "FN": 6570, + "FP": 13291, + "IoU": 0.8625384125577918, + "TN": 74282214, + "TP": 124623, + "n_pred": 137914, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6517529801760664, + "FN": 15616, + "FP": 247, + "IoU": 0.48340769205718565, + "TN": 74395991, + "TP": 14844, + "n_pred": 15091, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964381159362673, + "FN": 14297, + "FP": 50211, + "IoU": 0.9312124514548095, + "TN": 73488912, + "TP": 873278, + "n_pred": 923489, + "n_ref": 887575 + }, + "7": { + "Dice": 0.655519394140393, + "FN": 60580, + "FP": 33941, + "IoU": 0.487563294913637, + "TN": 74242244, + "TP": 89933, + "n_pred": 123874, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9239047243546629, + "FN": 3396, + "FP": 3166, + "IoU": 0.8585714901504375, + "TN": 74380300, + "TP": 39836, + "n_pred": 43002, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8150190725676731, + "FN": 7171, + "FP": 4904, + "IoU": 0.6877908780639156, + "TN": 74388022, + "TP": 26601, + "n_pred": 31505, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975454230619553, + "FN": 3794, + "FP": 3081, + "IoU": 0.952084582038165, + "TN": 106503206, + "TP": 136607, + "n_pred": 139688, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8143179767486739, + "FN": 21278, + "FP": 14323, + "IoU": 0.6867928844157444, + "TN": 106533022, + "TP": 78065, + "n_pred": 92388, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5808211703723912, + "FN": 2522, + "FP": 551, + "IoU": 0.40926566705113415, + "TN": 106641486, + "TP": 2129, + "n_pred": 2680, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7183172655565293, + "FN": 1372, + "FP": 1842, + "IoU": 0.5604485776805251, + "TN": 106639376, + "TP": 4098, + "n_pred": 5940, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7215593968370725, + "FN": 16419, + "FP": 2508, + "IoU": 0.5644058824883201, + "TN": 106603237, + "TP": 24524, + "n_pred": 27032, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9096292137835165, + "FN": 2202, + "FP": 11320, + "IoU": 0.8342384308918174, + "TN": 106565113, + "TP": 68053, + "n_pred": 79373, + "n_ref": 70255 + }, + "15": { + "Dice": 0.29944773120107926, + "FN": 5252, + "FP": 94452, + "IoU": 0.17608851941526943, + "TN": 106525675, + "TP": 21309, + "n_pred": 115761, + "n_ref": 26561 + }, + "2": { + "Dice": 0.4852920210996531, + "FN": 125401, + "FP": 4571, + "IoU": 0.32038652193009975, + "TN": 106455444, + "TP": 61272, + "n_pred": 65843, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6495149301844774, + "FN": 1895, + "FP": 158474, + "IoU": 0.48094936012376766, + "TN": 106337722, + "TP": 148597, + "n_pred": 307071, + "n_ref": 150492 + }, + "4": { + "Dice": 0.856261732367927, + "FN": 504, + "FP": 2712, + "IoU": 0.748651817116061, + "TN": 106633893, + "TP": 9579, + "n_pred": 12291, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7957799547852299, + "FN": 1274, + "FP": 352, + "IoU": 0.6608260325406758, + "TN": 106641894, + "TP": 3168, + "n_pred": 3520, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9745641363256957, + "FN": 29138, + "FP": 35770, + "IoU": 0.9503901422305175, + "TN": 105338319, + "TP": 1243461, + "n_pred": 1279231, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9308455782636078, + "FN": 33114, + "FP": 12015, + "IoU": 0.8706371683445319, + "TN": 106297832, + "TP": 303727, + "n_pred": 315742, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9430276954638706, + "FN": 4838, + "FP": 3160, + "IoU": 0.89219716677225, + "TN": 106572497, + "TP": 66193, + "n_pred": 69353, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8759612510097509, + "FN": 16226, + "FP": 3275, + "IoU": 0.7792980907434444, + "TN": 106558329, + "TP": 68858, + "n_pred": 72133, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9395730302167214, + "FN": 9595, + "FP": 9075, + "IoU": 0.8860327556632625, + "TN": 107963109, + "TP": 145149, + "n_pred": 154224, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8164085382210762, + "FN": 6578, + "FP": 26957, + "IoU": 0.6897722437047864, + "TN": 108018830, + "TP": 74563, + "n_pred": 101520, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7318941504178273, + "FN": 935, + "FP": 605, + "IoU": 0.5771554091158704, + "TN": 108123286, + "TP": 2102, + "n_pred": 2707, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7529612895347417, + "FN": 891, + "FP": 1132, + "IoU": 0.6037994516255386, + "TN": 108121822, + "TP": 3083, + "n_pred": 4215, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7560796077941196, + "FN": 22982, + "FP": 12144, + "IoU": 0.6078199316705, + "TN": 108037362, + "TP": 54440, + "n_pred": 66584, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6446882619296412, + "FN": 2875, + "FP": 37929, + "IoU": 0.47567525892421164, + "TN": 108049106, + "TP": 37018, + "n_pred": 74947, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2600812317432239, + "FN": 4883, + "FP": 122275, + "IoU": 0.14947895067756478, + "TN": 107977422, + "TP": 22348, + "n_pred": 144623, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8677074948099818, + "FN": 26554, + "FP": 23406, + "IoU": 0.7663280387644759, + "TN": 107913124, + "TP": 163844, + "n_pred": 187250, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9280513703303781, + "FN": 6425, + "FP": 23626, + "IoU": 0.8657610492178217, + "TN": 107903066, + "TP": 193811, + "n_pred": 217437, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9424451488594692, + "FN": 2983, + "FP": 721, + "IoU": 0.8911548633558625, + "TN": 108092898, + "TP": 30326, + "n_pred": 31047, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6263055408036821, + "FN": 2108, + "FP": 3, + "IoU": 0.4559278350515464, + "TN": 108123048, + "TP": 1769, + "n_pred": 1772, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9747756519952875, + "FN": 36817, + "FP": 37842, + "IoU": 0.9507925303299634, + "TN": 106609699, + "TP": 1442570, + "n_pred": 1480412, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7969772528991671, + "FN": 37599, + "FP": 73868, + "IoU": 0.6624789554643121, + "TN": 107796676, + "TP": 218785, + "n_pred": 292653, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9413076463285668, + "FN": 2226, + "FP": 2880, + "IoU": 0.8891229289266248, + "TN": 108080877, + "TP": 40945, + "n_pred": 43825, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9037489677952105, + "FN": 7016, + "FP": 4640, + "IoU": 0.824399650486607, + "TN": 108060550, + "TP": 54722, + "n_pred": 59362, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7413636347301731, + "FN": 21343, + "FP": 50628, + "IoU": 0.5890213052689284, + "TN": 62395039, + "TP": 103150, + "n_pred": 153778, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7802604059268861, + "FN": 6171, + "FP": 23667, + "IoU": 0.6396942509026361, + "TN": 62487347, + "TP": 52975, + "n_pred": 76642, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7162303664921466, + "FN": 684, + "FP": 400, + "IoU": 0.5579119086460033, + "TN": 62567708, + "TP": 1368, + "n_pred": 1768, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6396535725332508, + "FN": 1165, + "FP": 2330, + "IoU": 0.4702137335152342, + "TN": 62563563, + "TP": 3102, + "n_pred": 5432, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7335649821599309, + "FN": 10253, + "FP": 12597, + "IoU": 0.5792361801642544, + "TN": 62515854, + "TP": 31456, + "n_pred": 44053, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5778266887431768, + "FN": 209782, + "FP": 1593, + "IoU": 0.40629836333557096, + "TN": 62214131, + "TP": 144654, + "n_pred": 146247, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4948211015497312, + "FN": 41082, + "FP": 61536, + "IoU": 0.32874570727718727, + "TN": 62417285, + "TP": 50257, + "n_pred": 111793, + "n_ref": 91339 + }, + "2": { + "Dice": 0.809227351925252, + "FN": 47882, + "FP": 8287, + "IoU": 0.6795817431930588, + "TN": 62394861, + "TP": 119130, + "n_pred": 127417, + "n_ref": 167012 + }, + "3": { + "Dice": 0.873613224061644, + "FN": 5786, + "FP": 50457, + "IoU": 0.7755890274314214, + "TN": 62319535, + "TP": 194382, + "n_pred": 244839, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9104854951364786, + "FN": 2232, + "FP": 1946, + "IoU": 0.8356800125855424, + "TN": 62544734, + "TP": 21248, + "n_pred": 23194, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6894542353610006, + "FN": 3324, + "FP": 1046, + "IoU": 0.5260817698731157, + "TN": 62560939, + "TP": 4851, + "n_pred": 5897, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9409386880872787, + "FN": 42753, + "FP": 134856, + "IoU": 0.8884647918899927, + "TN": 60977757, + "TP": 1414794, + "n_pred": 1549650, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8680627374490272, + "FN": 25400, + "FP": 23844, + "IoU": 0.7668823760538911, + "TN": 62358919, + "TP": 161997, + "n_pred": 185841, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8392518470743747, + "FN": 4411, + "FP": 20762, + "IoU": 0.7230266487687873, + "TN": 62479274, + "TP": 65713, + "n_pred": 86475, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8015108965789497, + "FN": 4929, + "FP": 17194, + "IoU": 0.6687677796077257, + "TN": 62503370, + "TP": 44667, + "n_pred": 61861, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976825471421018, + "FN": 36208, + "FP": 19528, + "IoU": 0.814359370628439, + "TN": 55081012, + "TP": 244500, + "n_pred": 264028, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8333690632767642, + "FN": 4653, + "FP": 24106, + "IoU": 0.7143382170350137, + "TN": 55280573, + "TP": 71916, + "n_pred": 96022, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6726991308489105, + "FN": 1502, + "FP": 1247, + "IoU": 0.5068173663437388, + "TN": 55375674, + "TP": 2825, + "n_pred": 4072, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7764633897613706, + "FN": 921, + "FP": 1271, + "IoU": 0.634605767627938, + "TN": 55375249, + "TP": 3807, + "n_pred": 5078, + "n_ref": 4728 + }, + "13": { + "Dice": 0.723014961820932, + "FN": 15197, + "FP": 15201, + "IoU": 0.566189062678388, + "TN": 55311176, + "TP": 39674, + "n_pred": 54875, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8781157395018782, + "FN": 6585, + "FP": 18011, + "IoU": 0.7827150896225165, + "TN": 55268051, + "TP": 88601, + "n_pred": 106612, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8158224674022067, + "FN": 3268, + "FP": 34926, + "IoU": 0.688935944944415, + "TN": 55258463, + "TP": 84591, + "n_pred": 119517, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7340063566774686, + "FN": 77473, + "FP": 7974, + "IoU": 0.5797867631871428, + "TN": 55177906, + "TP": 117895, + "n_pred": 125869, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8007353426929307, + "FN": 8136, + "FP": 79337, + "IoU": 0.6676886021897533, + "TN": 55118022, + "TP": 175753, + "n_pred": 255090, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8147394773900798, + "FN": 2202, + "FP": 166, + "IoU": 0.6873927392739274, + "TN": 55373673, + "TP": 5207, + "n_pred": 5373, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7503541462351531, + "FN": 2197, + "FP": 94, + "IoU": 0.6004534356470178, + "TN": 55375514, + "TP": 3443, + "n_pred": 3537, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9530994957142013, + "FN": 62973, + "FP": 78337, + "IoU": 0.9104012194209525, + "TN": 53804106, + "TP": 1435832, + "n_pred": 1514169, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9158031624057928, + "FN": 20322, + "FP": 8166, + "IoU": 0.8446834842628081, + "TN": 55197829, + "TP": 154931, + "n_pred": 163097, + "n_ref": 175253 + }, + "8": { + "Dice": 0.937765351558455, + "FN": 1772, + "FP": 4238, + "IoU": 0.8828231624098265, + "TN": 55329958, + "TP": 45280, + "n_pred": 49518, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8797065965400155, + "FN": 7261, + "FP": 4678, + "IoU": 0.7852466093463324, + "TN": 55325654, + "TP": 43655, + "n_pred": 48333, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9370854960267685, + "FN": 23526, + "FP": 12086, + "IoU": 0.8816188814094573, + "TN": 110845790, + "TP": 265213, + "n_pred": 277299, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8296923076923077, + "FN": 12165, + "FP": 16617, + "IoU": 0.7089522807940055, + "TN": 111047724, + "TP": 70109, + "n_pred": 86726, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7729665071770335, + "FN": 403, + "FP": 1495, + "IoU": 0.6299473581594853, + "TN": 111141486, + "TP": 3231, + "n_pred": 4726, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7628709872804361, + "FN": 585, + "FP": 981, + "IoU": 0.6166462668298653, + "TN": 111142530, + "TP": 2519, + "n_pred": 3500, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7873161446617062, + "FN": 17095, + "FP": 7487, + "IoU": 0.6492344572708723, + "TN": 111076534, + "TP": 45499, + "n_pred": 52986, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8495368134050387, + "FN": 1545, + "FP": 12472, + "IoU": 0.738430245577368, + "TN": 111093027, + "TP": 39571, + "n_pred": 52043, + "n_ref": 41116 + }, + "15": { + "Dice": 0.25142885237035856, + "FN": 4908, + "FP": 116898, + "IoU": 0.14379103344533326, + "TN": 111004353, + "TP": 20456, + "n_pred": 137354, + "n_ref": 25364 + }, + "2": { + "Dice": 0.909935118846284, + "FN": 22723, + "FP": 3638, + "IoU": 0.83475317348378, + "TN": 110987090, + "TP": 133164, + "n_pred": 136802, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9381620613717832, + "FN": 11105, + "FP": 19671, + "IoU": 0.8835265978382634, + "TN": 110882383, + "TP": 233456, + "n_pred": 253127, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8981893429901707, + "FN": 1476, + "FP": 2460, + "IoU": 0.8151939149215889, + "TN": 111125317, + "TP": 17362, + "n_pred": 19822, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8391954820172397, + "FN": 532, + "FP": 1091, + "IoU": 0.7229429839535678, + "TN": 111140757, + "TP": 4235, + "n_pred": 5326, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9750073203283206, + "FN": 22553, + "FP": 58533, + "IoU": 0.9512334474824056, + "TN": 109483877, + "TP": 1581652, + "n_pred": 1640185, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3573091395827427, + "FN": 286071, + "FP": 47152, + "IoU": 0.217514535566347, + "TN": 110720763, + "TP": 92629, + "n_pred": 139781, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8966994175442725, + "FN": 4343, + "FP": 13215, + "IoU": 0.8127426304338552, + "TN": 111052851, + "TP": 76206, + "n_pred": 89421, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8884717126034645, + "FN": 9000, + "FP": 2763, + "IoU": 0.799324428066943, + "TN": 111087998, + "TP": 46854, + "n_pred": 49617, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666961229696932, + "FN": 8018, + "FP": 5361, + "IoU": 0.935539045636756, + "TN": 96913473, + "TP": 194173, + "n_pred": 199534, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8770764564488159, + "FN": 8904, + "FP": 9455, + "IoU": 0.7810651593207403, + "TN": 97037169, + "TP": 65497, + "n_pred": 74952, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7449785288821167, + "FN": 1223, + "FP": 618, + "IoU": 0.593598233995585, + "TN": 97116495, + "TP": 2689, + "n_pred": 3307, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6529653552554316, + "FN": 1947, + "FP": 1599, + "IoU": 0.4847428073234525, + "TN": 97114143, + "TP": 3336, + "n_pred": 4935, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7712381382738365, + "FN": 17236, + "FP": 3014, + "IoU": 0.6276546841960099, + "TN": 97066640, + "TP": 34135, + "n_pred": 37149, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8746234693209352, + "FN": 26456, + "FP": 4178, + "IoU": 0.7771829654144089, + "TN": 96983540, + "TP": 106851, + "n_pred": 111029, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8326996441509313, + "FN": 3563, + "FP": 22530, + "IoU": 0.7133550846433554, + "TN": 97029996, + "TP": 64936, + "n_pred": 87466, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6711194046833397, + "FN": 78921, + "FP": 7791, + "IoU": 0.5050261152495933, + "TN": 96945840, + "TP": 88473, + "n_pred": 96264, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8022089839760588, + "FN": 5799, + "FP": 99750, + "IoU": 0.6697403580793131, + "TN": 96801431, + "TP": 214045, + "n_pred": 313795, + "n_ref": 219844 + }, + "4": { + "Dice": 0.874132432939411, + "FN": 923, + "FP": 3774, + "IoU": 0.7764078640453183, + "TN": 97100018, + "TP": 16310, + "n_pred": 20084, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6736009375915617, + "FN": 5561, + "FP": 1123, + "IoU": 0.5078418378617185, + "TN": 97107444, + "TP": 6897, + "n_pred": 8020, + "n_ref": 12458 + }, + "6": { + "Dice": 0.949134422296899, + "FN": 29581, + "FP": 137420, + "IoU": 0.9031929891275364, + "TN": 95395933, + "TP": 1558091, + "n_pred": 1695511, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8809800870781742, + "FN": 57245, + "FP": 15579, + "IoU": 0.7872782931787909, + "TN": 96778681, + "TP": 269520, + "n_pred": 285099, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9530816185388247, + "FN": 5020, + "FP": 4342, + "IoU": 0.9103685974150311, + "TN": 97016575, + "TP": 95088, + "n_pred": 99430, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9197571060252318, + "FN": 8579, + "FP": 6578, + "IoU": 0.8514354606314263, + "TN": 97019002, + "TP": 86866, + "n_pred": 93444, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660960988846586, + "FN": 9866, + "FP": 3278, + "IoU": 0.9344157593780874, + "TN": 78855991, + "TP": 187270, + "n_pred": 190548, + "n_ref": 197136 + }, + "10": { + "Dice": 0.826595637752538, + "FN": 10774, + "FP": 23730, + "IoU": 0.7044422744170907, + "TN": 78939663, + "TP": 82238, + "n_pred": 105968, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6576895818568391, + "FN": 1153, + "FP": 779, + "IoU": 0.48996832101372756, + "TN": 79052617, + "TP": 1856, + "n_pred": 2635, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5447870778267254, + "FN": 1520, + "FP": 960, + "IoU": 0.37436932391523714, + "TN": 79052441, + "TP": 1484, + "n_pred": 2444, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7256812921928679, + "FN": 20166, + "FP": 14089, + "IoU": 0.5694660901915439, + "TN": 78976841, + "TP": 45309, + "n_pred": 59398, + "n_ref": 65475 + }, + "14": { + "Dice": 0.544755421079173, + "FN": 7631, + "FP": 42923, + "IoU": 0.3743394264922464, + "TN": 78975604, + "TP": 30247, + "n_pred": 73170, + "n_ref": 37878 + }, + "15": { + "Dice": 0.3616304474724395, + "FN": 16849, + "FP": 59703, + "IoU": 0.22072581055631904, + "TN": 78958170, + "TP": 21683, + "n_pred": 81386, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9208365502326832, + "FN": 4807, + "FP": 13752, + "IoU": 0.8532873777658322, + "TN": 78929906, + "TP": 107940, + "n_pred": 121692, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9032835940794891, + "FN": 8937, + "FP": 15142, + "IoU": 0.8236254962570135, + "TN": 78919883, + "TP": 112443, + "n_pred": 127585, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8283746914382227, + "FN": 2106, + "FP": 536, + "IoU": 0.7070303836770903, + "TN": 79047387, + "TP": 6376, + "n_pred": 6912, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8151969981238274, + "FN": 1482, + "FP": 94, + "IoU": 0.6880443388756928, + "TN": 79051353, + "TP": 3476, + "n_pred": 3570, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9734909432639712, + "FN": 28448, + "FP": 41819, + "IoU": 0.9483510514357874, + "TN": 77695932, + "TP": 1290206, + "n_pred": 1332025, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8330417702110302, + "FN": 130869, + "FP": 6658, + "IoU": 0.7138574020440095, + "TN": 78575781, + "TP": 343097, + "n_pred": 349755, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8403465859624394, + "FN": 1122, + "FP": 10431, + "IoU": 0.7246532246532247, + "TN": 79014447, + "TP": 30405, + "n_pred": 40836, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9159663260382684, + "FN": 7695, + "FP": 3974, + "IoU": 0.8449611373148209, + "TN": 78981140, + "TP": 63596, + "n_pred": 67570, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502113274884911, + "FN": 6578, + "FP": 17194, + "IoU": 0.9051453424575544, + "TN": 122461325, + "TP": 226843, + "n_pred": 244037, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7232008240158833, + "FN": 13503, + "FP": 60667, + "IoU": 0.5664170510279839, + "TN": 122540877, + "TP": 96893, + "n_pred": 157560, + "n_ref": 110396 + }, + "11": { + "Dice": 0.18075028419856007, + "FN": 3705, + "FP": 619, + "IoU": 0.09935430118725265, + "TN": 122707139, + "TP": 477, + "n_pred": 1096, + "n_ref": 4182 + }, + "12": { + "Dice": 0.36932628576222837, + "FN": 4089, + "FP": 3428, + "IoU": 0.2264869314673801, + "TN": 122702222, + "TP": 2201, + "n_pred": 5629, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3574588004656007, + "FN": 39213, + "FP": 13228, + "IoU": 0.21762546995285553, + "TN": 122644912, + "TP": 14587, + "n_pred": 27815, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7884055987132542, + "FN": 15543, + "FP": 33921, + "IoU": 0.6507174330584115, + "TN": 122570324, + "TP": 92152, + "n_pred": 126073, + "n_ref": 107695 + }, + "15": { + "Dice": 0.606088535877904, + "FN": 6373, + "FP": 51751, + "IoU": 0.4348113574484636, + "TN": 122609100, + "TP": 44716, + "n_pred": 96467, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6560737146347211, + "FN": 68730, + "FP": 2785, + "IoU": 0.4881768604268354, + "TN": 122572214, + "TP": 68211, + "n_pred": 70996, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7134993472941247, + "FN": 2132, + "FP": 113310, + "IoU": 0.5546047301207608, + "TN": 122452750, + "TP": 143748, + "n_pred": 257058, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6989349772151242, + "FN": 11563, + "FP": 34882, + "IoU": 0.5372021881881682, + "TN": 122611583, + "TP": 53912, + "n_pred": 88794, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5928835666069181, + "FN": 9436, + "FP": 1239, + "IoU": 0.421346487424111, + "TN": 122693492, + "TP": 7773, + "n_pred": 9012, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9335996350789799, + "FN": 34578, + "FP": 203860, + "IoU": 0.8754682254334415, + "TN": 120797264, + "TP": 1676238, + "n_pred": 1880098, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.600229242125533, + "FN": 206205, + "FP": 273362, + "IoU": 0.42880538741713176, + "TN": 121872354, + "TP": 360019, + "n_pred": 633381, + "n_ref": 566224 + }, + "8": { + "Dice": 0.88230144349207, + "FN": 6442, + "FP": 28244, + "IoU": 0.7893912346533571, + "TN": 122547246, + "TP": 130008, + "n_pred": 158252, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8686601642710472, + "FN": 7060, + "FP": 13408, + "IoU": 0.7678154139347052, + "TN": 122623786, + "TP": 67686, + "n_pred": 81094, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e6e15bd00290e41293d42ab5ef43fbbef5bd1a35 --- /dev/null +++ b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4376743914831383, + "FN": 1918.1844444444441, + "FP": 1310.8444444444444, + "IoU": 0.3703212917067729, + "TN": 581692.2155555557, + "TP": 5026.48888888889, + "n_pred": 6337.333333333332, + "n_ref": 6944.673333333334 + }, + "mean": { + "1": { + "Dice": 0.44339685437213666, + "FN": 2457.0, + "FP": 351.46666666666664, + "IoU": 0.3973316627875141, + "TN": 582826.9, + "TP": 4312.366666666667, + "n_pred": 4663.833333333333, + "n_ref": 6769.366666666667 + }, + "10": { + "Dice": 0.5322942479776523, + "FN": 1103.7666666666667, + "FP": 1746.9333333333334, + "IoU": 0.42292560265075885, + "TN": 583758.8666666667, + "TP": 3338.1666666666665, + "n_pred": 5085.1, + "n_ref": 4441.933333333333 + }, + "11": { + "Dice": 0.30058611232061816, + "FN": 229.06666666666666, + "FP": 104.83333333333333, + "IoU": 0.21870535388118323, + "TN": 589349.2, + "TP": 264.6333333333333, + "n_pred": 369.46666666666664, + "n_ref": 493.7 + }, + "12": { + "Dice": 0.31288677243223945, + "FN": 316.8333333333333, + "FP": 62.8, + "IoU": 0.22020006885091162, + "TN": 589319.0, + "TP": 249.1, + "n_pred": 311.9, + "n_ref": 565.9333333333333 + }, + "13": { + "Dice": 0.3878661946164467, + "FN": 2591.3333333333335, + "FP": 1349.7, + "IoU": 0.29492050453937496, + "TN": 582706.1666666666, + "TP": 3300.5333333333333, + "n_pred": 4650.233333333334, + "n_ref": 5891.866666666667 + }, + "14": { + "Dice": 0.2896189750800556, + "FN": 1276.1, + "FP": 530.0, + "IoU": 0.2421924472866565, + "TN": 584908.0, + "TP": 3233.633333333333, + "n_pred": 3763.633333333333, + "n_ref": 4509.733333333334 + }, + "15": { + "Dice": 0.4387175986147313, + "FN": 220.63333333333333, + "FP": 1125.6333333333334, + "IoU": 0.3622593720171875, + "TN": 586506.8333333334, + "TP": 2094.633333333333, + "n_pred": 3220.266666666667, + "n_ref": 2315.266666666667 + }, + "2": { + "Dice": 0.42703155815596894, + "FN": 1353.0333333333333, + "FP": 1546.3, + "IoU": 0.3796674274463547, + "TN": 583131.0, + "TP": 3917.4, + "n_pred": 5463.7, + "n_ref": 5270.433333333333 + }, + "3": { + "Dice": 0.47041877932940657, + "FN": 1785.1333333333334, + "FP": 1385.2666666666667, + "IoU": 0.4266682908539949, + "TN": 576991.6, + "TP": 9785.733333333334, + "n_pred": 11171.0, + "n_ref": 11570.866666666667 + }, + "4": { + "Dice": 0.12373121187716667, + "FN": 888.6333333333333, + "FP": 352.6, + "IoU": 0.10599706908573515, + "TN": 588337.2, + "TP": 369.3, + "n_pred": 721.9, + "n_ref": 1257.9333333333334 + }, + "5": { + "Dice": 0.46946958613694106, + "FN": 843.5, + "FP": 161.53333333333333, + "IoU": 0.388906992411698, + "TN": 587348.8, + "TP": 1593.9, + "n_pred": 1755.4333333333334, + "n_ref": 2437.4 + }, + "6": { + "Dice": 0.5122169948241507, + "FN": 8983.233333333334, + "FP": 6473.6, + "IoU": 0.450634209851009, + "TN": 551391.1, + "TP": 23099.8, + "n_pred": 29573.4, + "n_ref": 32083.033333333333 + }, + "7": { + "Dice": 0.4478073076069911, + "FN": 4906.9, + "FP": 2927.1, + "IoU": 0.38397979222906625, + "TN": 573984.4333333333, + "TP": 8129.3, + "n_pred": 11056.4, + "n_ref": 13036.2 + }, + "8": { + "Dice": 0.7662631437783514, + "FN": 514.9, + "FP": 446.9, + "IoU": 0.7140718637645823, + "TN": 581944.1, + "TP": 7041.833333333333, + "n_pred": 7488.733333333334, + "n_ref": 7556.733333333334 + }, + "9": { + "Dice": 0.6428105351242179, + "FN": 1302.7, + "FP": 1098.0, + "IoU": 0.546358717945566, + "TN": 582880.0333333333, + "TP": 4667.0, + "n_pred": 5765.0, + "n_ref": 5969.7 + } + }, + "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": 0.8553940321346595, + "FN": 356, + "FP": 211, + "IoU": 0.7473262032085561, + "TN": 698684, + "TP": 1677, + "n_pred": 1888, + "n_ref": 2033 + }, + "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": 0.9734879004631533, + "FN": 7149, + "FP": 2525, + "IoU": 0.9483452761076878, + "TN": 513646, + "TP": 177608, + "n_pred": 180133, + "n_ref": 184757 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9007541071909507, + "FN": 325, + "FP": 1149, + "IoU": 0.819429131446772, + "TN": 517533, + "TP": 6689, + "n_pred": 7838, + "n_ref": 7014 + }, + "10": { + "Dice": 0.5485001199904007, + "FN": 5401, + "FP": 4006, + "IoU": 0.37788506051187093, + "TN": 510575, + "TP": 5714, + "n_pred": 9720, + "n_ref": 11115 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": 0.40110957004160885, + "FN": 1988, + "FP": 171, + "IoU": 0.2508674531575295, + "TN": 522814, + "TP": 723, + "n_pred": 894, + "n_ref": 2711 + }, + "13": { + "Dice": 0.4634197411951924, + "FN": 10477, + "FP": 2336, + "IoU": 0.3015916276027472, + "TN": 507350, + "TP": 5533, + "n_pred": 7869, + "n_ref": 16010 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5898013842115033, + "FN": 27030, + "FP": 3908, + "IoU": 0.41823993982700264, + "TN": 472516, + "TP": 22242, + "n_pred": 26150, + "n_ref": 49272 + }, + "3": { + "Dice": 0.6747072496820314, + "FN": 2741, + "FP": 26927, + "IoU": 0.5091005361043087, + "TN": 465260, + "TP": 30768, + "n_pred": 57695, + "n_ref": 33509 + }, + "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": 38, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 525463, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "7": { + "Dice": 0.9594132469402448, + "FN": 829, + "FP": 975, + "IoU": 0.9219925624837845, + "TN": 502570, + "TP": 21322, + "n_pred": 22297, + "n_ref": 22151 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.818958818958819, + "FN": 390, + "FP": 309, + "IoU": 0.6934210526315789, + "TN": 523416, + "TP": 1581, + "n_pred": 1890, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8160923980222496, + "FN": 1980, + "FP": 7542, + "IoU": 0.6893210218930471, + "TN": 495047, + "TP": 21127, + "n_pred": 28669, + "n_ref": 23107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5993495887105081, + "FN": 24165, + "FP": 3062, + "IoU": 0.4279080517734073, + "TN": 478104, + "TP": 20365, + "n_pred": 23427, + "n_ref": 44530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8679801606941651, + "FN": 7678, + "FP": 4859, + "IoU": 0.766753488372093, + "TN": 471946, + "TP": 41213, + "n_pred": 46072, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4343, + "IoU": 0.0, + "TN": 521353, + "TP": 0, + "n_pred": 4343, + "n_ref": 0 + }, + "4": { + "Dice": 0.04792810783824263, + "FN": 14, + "FP": 1893, + "IoU": 0.024552429667519183, + "TN": 523741, + "TP": 48, + "n_pred": 1941, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9060136000133008, + "FN": 2027, + "FP": 3626, + "IoU": 0.8281762917933131, + "TN": 492796, + "TP": 27247, + "n_pred": 30873, + "n_ref": 29274 + }, + "7": { + "Dice": 0.45442823210044114, + "FN": 24789, + "FP": 7367, + "IoU": 0.29401949591639587, + "TN": 480148, + "TP": 13392, + "n_pred": 20759, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 18, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 18, + "n_ref": 12 + }, + "9": { + "Dice": 0.5926091325220498, + "FN": 1545, + "FP": 2104, + "IoU": 0.42106933206409647, + "TN": 519393, + "TP": 2654, + "n_pred": 4758, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.881127843639859, + "FN": 1336, + "FP": 890, + "IoU": 0.7875143184421535, + "TN": 865684, + "TP": 8250, + "n_pred": 9140, + "n_ref": 9586 + }, + "11": { + "Dice": 0.5137662337662338, + "FN": 1481, + "FP": 391, + "IoU": 0.3456833275078644, + "TN": 873299, + "TP": 989, + "n_pred": 1380, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8501081028752138, + "FN": 826, + "FP": 3819, + "IoU": 0.7392939327608464, + "TN": 858343, + "TP": 13172, + "n_pred": 16991, + "n_ref": 13998 + }, + "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": 0.6819096396561185, + "FN": 1648, + "FP": 91, + "IoU": 0.5173466555648071, + "TN": 872557, + "TP": 1864, + "n_pred": 1955, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 965, + "IoU": 0.0, + "TN": 875195, + "TP": 0, + "n_pred": 965, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8069184862237787, + "FN": 2956, + "FP": 2447, + "IoU": 0.676331396393698, + "TN": 859467, + "TP": 11290, + "n_pred": 13737, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8777289192801658, + "FN": 5613, + "FP": 7011, + "IoU": 0.7821006300163977, + "TN": 818225, + "TP": 45311, + "n_pred": 52322, + "n_ref": 50924 + }, + "7": { + "Dice": 0.8085448272602676, + "FN": 2728, + "FP": 1323, + "IoU": 0.6786195953986514, + "TN": 863555, + "TP": 8554, + "n_pred": 9877, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9343120859329774, + "FN": 3936, + "FP": 4234, + "IoU": 0.8767220436678587, + "TN": 809887, + "TP": 58103, + "n_pred": 62337, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7772129847505883, + "FN": 8383, + "FP": 8754, + "IoU": 0.6356078164536775, + "TN": 829131, + "TP": 29892, + "n_pred": 38646, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2711, + "IoU": 0.0, + "TN": 522985, + "TP": 0, + "n_pred": 2711, + "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": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "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": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.15798177995795376, + "FN": 60078, + "FP": 0, + "IoU": 0.08576559028517515, + "TN": 459982, + "TP": 5636, + "n_pred": 5636, + "n_ref": 65714 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424793192397782, + "FN": 1438, + "FP": 2442, + "IoU": 0.8912159699442062, + "TN": 490029, + "TP": 31787, + "n_pred": 34229, + "n_ref": 33225 + }, + "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": 0.8481631277384564, + "FN": 6318, + "FP": 890, + "IoU": 0.736356986100951, + "TN": 498356, + "TP": 20132, + "n_pred": 21022, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8254093914471273, + "FN": 1063, + "FP": 10846, + "IoU": 0.7027209186220669, + "TN": 485636, + "TP": 28151, + "n_pred": 38997, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9587433587433587, + "FN": 96, + "FP": 797, + "IoU": 0.9207560564380158, + "TN": 514427, + "TP": 10376, + "n_pred": 11173, + "n_ref": 10472 + }, + "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": 392, + "IoU": 0.0, + "TN": 525304, + "TP": 0, + "n_pred": 392, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 525540, + "TP": 0, + "n_pred": 156, + "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": 4, + "FP": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7386518502987734, + "FN": 627, + "FP": 1866, + "IoU": 0.5856050531914894, + "TN": 519680, + "TP": 3523, + "n_pred": 5389, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9728041161337744, + "FN": 221, + "FP": 667, + "IoU": 0.9470483005366727, + "TN": 508926, + "TP": 15882, + "n_pred": 16549, + "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": 0.9638526875445763, + "FN": 1743, + "FP": 2717, + "IoU": 0.9302274647226307, + "TN": 461774, + "TP": 59462, + "n_pred": 62179, + "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": 0.8604520567176751, + "FN": 3725, + "FP": 251, + "IoU": 0.7550819268202538, + "TN": 509462, + "TP": 12258, + "n_pred": 12509, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 313, + "IoU": 0.0, + "TN": 525383, + "TP": 0, + "n_pred": 313, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34458935807444474, + "FN": 58854, + "FP": 344, + "IoU": 0.20815944355270197, + "TN": 450936, + "TP": 15562, + "n_pred": 15906, + "n_ref": 74416 + }, + "10": { + "Dice": 0.6896923076923077, + "FN": 3572, + "FP": 462, + "IoU": 0.5263590466126571, + "TN": 517179, + "TP": 4483, + "n_pred": 4945, + "n_ref": 8055 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 525629, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "12": { + "Dice": 0.47548445831707636, + "FN": 3344, + "FP": 689, + "IoU": 0.31189216857191604, + "TN": 519835, + "TP": 1828, + "n_pred": 2517, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2208, + "IoU": 0.0, + "TN": 523488, + "TP": 0, + "n_pred": 2208, + "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": 23188, + "IoU": 0.0, + "TN": 502508, + "TP": 0, + "n_pred": 23188, + "n_ref": 0 + }, + "3": { + "Dice": 0.8440632143485142, + "FN": 24379, + "FP": 3999, + "IoU": 0.730198419866706, + "TN": 420515, + "TP": 76803, + "n_pred": 80802, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3806, + "IoU": 0.0, + "TN": 521890, + "TP": 0, + "n_pred": 3806, + "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": 51808, + "IoU": 0.0, + "TN": 473888, + "TP": 0, + "n_pred": 51808, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "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": 220, + "IoU": 0.0, + "TN": 525476, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.36619718309859156, + "FN": 135, + "FP": 0, + "IoU": 0.22413793103448276, + "TN": 700754, + "TP": 39, + "n_pred": 39, + "n_ref": 174 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 700866, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1841, + "IoU": 0.0, + "TN": 699087, + "TP": 0, + "n_pred": 1841, + "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": 1981, + "IoU": 0.0, + "TN": 698947, + "TP": 0, + "n_pred": 1981, + "n_ref": 0 + }, + "3": { + "Dice": 0.9363273571981655, + "FN": 7141, + "FP": 2480, + "IoU": 0.8802777466681599, + "TN": 620567, + "TP": 70740, + "n_pred": 73220, + "n_ref": 77881 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 700894, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "5": { + "Dice": 0.6813996316758748, + "FN": 1620, + "FP": 110, + "IoU": 0.5167597765363129, + "TN": 697348, + "TP": 1850, + "n_pred": 1960, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8948076742511971, + "FN": 5484, + "FP": 1238, + "IoU": 0.8096397825101949, + "TN": 665616, + "TP": 28590, + "n_pred": 29828, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2030, + "IoU": 0.0, + "TN": 698898, + "TP": 0, + "n_pred": 2030, + "n_ref": 0 + }, + "8": { + "Dice": 0.971790443293034, + "FN": 59, + "FP": 88, + "IoU": 0.9451287793952967, + "TN": 698249, + "TP": 2532, + "n_pred": 2620, + "n_ref": 2591 + }, + "9": { + "Dice": 0.8183145996062742, + "FN": 3211, + "FP": 2511, + "IoU": 0.6924978503869303, + "TN": 682320, + "TP": 12886, + "n_pred": 15397, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 700627, + "TP": 0, + "n_pred": 301, + "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": 0.3345388788426763, + "FN": 693, + "FP": 4459, + "IoU": 0.2008686210640608, + "TN": 694481, + "TP": 1295, + "n_pred": 5754, + "n_ref": 1988 + }, + "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": 3903, + "IoU": 0.0, + "TN": 697025, + "TP": 0, + "n_pred": 3903, + "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": 41, + "IoU": 0.0, + "TN": 700887, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "4": { + "Dice": 0.05654404540988975, + "FN": 24545, + "FP": 1384, + "IoU": 0.02909458548640755, + "TN": 674222, + "TP": 777, + "n_pred": 2161, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9517067734345978, + "FN": 1333, + "FP": 3347, + "IoU": 0.9078631334409576, + "TN": 650134, + "TP": 46114, + "n_pred": 49461, + "n_ref": 47447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33467, + "IoU": 0.0, + "TN": 667461, + "TP": 0, + "n_pred": 33467, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "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": 186, + "IoU": 0.0, + "TN": 700742, + "TP": 0, + "n_pred": 186, + "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": 0.8651337400281558, + "FN": 1380, + "FP": 57, + "IoU": 0.7623221964935495, + "TN": 694882, + "TP": 4609, + "n_pred": 4666, + "n_ref": 5989 + }, + "6": { + "Dice": 0.8890834792761237, + "FN": 1795, + "FP": 865, + "IoU": 0.8003152916447714, + "TN": 687607, + "TP": 10661, + "n_pred": 11526, + "n_ref": 12456 + }, + "7": { + "Dice": 0.5911562397641664, + "FN": 17096, + "FP": 1627, + "IoU": 0.4196038314888868, + "TN": 668669, + "TP": 13536, + "n_pred": 15163, + "n_ref": 30632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 371, + "FP": 0, + "IoU": 0.0, + "TN": 700557, + "TP": 0, + "n_pred": 0, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0248.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": 0.818195789150146, + "FN": 2537, + "FP": 4561, + "IoU": 0.6923276983094928, + "TN": 677858, + "TP": 15972, + "n_pred": 20533, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8608336043864133, + "FN": 3138, + "FP": 2852, + "IoU": 0.7556697666829826, + "TN": 676412, + "TP": 18526, + "n_pred": 21378, + "n_ref": 21664 + }, + "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": 19, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 19, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.33208808493904834, + "FN": 8547, + "FP": 5041, + "IoU": 0.19910409053400918, + "TN": 508730, + "TP": 3378, + "n_pred": 8419, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 525620, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.6857126804876679, + "FN": 8984, + "FP": 2204, + "IoU": 0.5217372718334544, + "TN": 502303, + "TP": 12205, + "n_pred": 14409, + "n_ref": 21189 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1085, + "IoU": 0.0, + "TN": 524611, + "TP": 0, + "n_pred": 1085, + "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": 273, + "FP": 0, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.9089132134480062, + "FN": 873, + "FP": 991, + "IoU": 0.8330347545682552, + "TN": 514532, + "TP": 9300, + "n_pred": 10291, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9414704287768427, + "FN": 569, + "FP": 1914, + "IoU": 0.8894134414109474, + "TN": 503243, + "TP": 19970, + "n_pred": 21884, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 525597, + "TP": 0, + "n_pred": 99, + "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": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "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": 0.8318627152680582, + "FN": 2237, + "FP": 526, + "IoU": 0.712127526568035, + "TN": 516098, + "TP": 6835, + "n_pred": 7361, + "n_ref": 9072 + }, + "6": { + "Dice": 0.8158971361776739, + "FN": 456, + "FP": 174, + "IoU": 0.6890424481737414, + "TN": 523670, + "TP": 1396, + "n_pred": 1570, + "n_ref": 1852 + }, + "7": { + "Dice": 0.8453016371383718, + "FN": 205, + "FP": 3244, + "IoU": 0.7320540708514606, + "TN": 512824, + "TP": 9423, + "n_pred": 12667, + "n_ref": 9628 + }, + "8": { + "Dice": 0.970175575092715, + "FN": 1538, + "FP": 762, + "IoU": 0.9420786219748671, + "TN": 485987, + "TP": 37409, + "n_pred": 38171, + "n_ref": 38947 + }, + "9": { + "Dice": 0.5857187794904057, + "FN": 2623, + "FP": 11, + "IoU": 0.4141459074733096, + "TN": 521200, + "TP": 1862, + "n_pred": 1873, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7406451612903225, + "FN": 114, + "FP": 1494, + "IoU": 0.5881147540983607, + "TN": 697024, + "TP": 2296, + "n_pred": 3790, + "n_ref": 2410 + }, + "11": { + "Dice": 0.6742655321881522, + "FN": 1780, + "FP": 249, + "IoU": 0.5085977234197142, + "TN": 696799, + "TP": 2100, + "n_pred": 2349, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8318096148977467, + "FN": 2347, + "FP": 3632, + "IoU": 0.7120497014062801, + "TN": 680164, + "TP": 14785, + "n_pred": 18417, + "n_ref": 17132 + }, + "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": 0.9699112436931463, + "FN": 412, + "FP": 405, + "IoU": 0.9415802645691813, + "TN": 686943, + "TP": 13168, + "n_pred": 13573, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8853775417692009, + "FN": 2100, + "FP": 555, + "IoU": 0.7943295375319545, + "TN": 688019, + "TP": 10254, + "n_pred": 10809, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8222293918373931, + "FN": 1551, + "FP": 653, + "IoU": 0.6981235447199013, + "TN": 693627, + "TP": 5097, + "n_pred": 5750, + "n_ref": 6648 + }, + "6": { + "Dice": 0.911265285078625, + "FN": 5227, + "FP": 18524, + "IoU": 0.8369947909160164, + "TN": 555221, + "TP": 121956, + "n_pred": 140480, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 347, + "IoU": 0.0, + "TN": 700580, + "TP": 0, + "n_pred": 347, + "n_ref": 1 + }, + "8": { + "Dice": 0.7696486462805573, + "FN": 170, + "FP": 2459, + "IoU": 0.6255519156815268, + "TN": 693907, + "TP": 4392, + "n_pred": 6851, + "n_ref": 4562 + }, + "9": { + "Dice": 0.7926216467400722, + "FN": 9058, + "FP": 4107, + "IoU": 0.6564815781233692, + "TN": 662604, + "TP": 25159, + "n_pred": 29266, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6549460585649866, + "FN": 4515, + "FP": 7575, + "IoU": 0.4869292140553387, + "TN": 677364, + "TP": 11474, + "n_pred": 19049, + "n_ref": 15989 + }, + "11": { + "Dice": 0.6194398682042833, + "FN": 48, + "FP": 183, + "IoU": 0.4486873508353222, + "TN": 700509, + "TP": 188, + "n_pred": 371, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4815685732069991, + "FN": 24356, + "FP": 5628, + "IoU": 0.3171487132771578, + "TN": 657018, + "TP": 13926, + "n_pred": 19554, + "n_ref": 38282 + }, + "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": 0.07161629434954007, + "FN": 2824, + "FP": 2, + "IoU": 0.03713798977853492, + "TN": 697993, + "TP": 109, + "n_pred": 111, + "n_ref": 2933 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 700530, + "TP": 0, + "n_pred": 398, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1100, + "IoU": 0.0, + "TN": 699828, + "TP": 0, + "n_pred": 1100, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9219250933504318, + "FN": 2070, + "FP": 2070, + "IoU": 0.8551586607423993, + "TN": 672345, + "TP": 24443, + "n_pred": 26513, + "n_ref": 26513 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9024352603475416, + "FN": 2315, + "FP": 846, + "IoU": 0.8222159730033746, + "TN": 683148, + "TP": 14619, + "n_pred": 15465, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8264124698277625, + "FN": 1285, + "FP": 2958, + "IoU": 0.7041762532245694, + "TN": 686585, + "TP": 10100, + "n_pred": 13058, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8558573650831638, + "FN": 10016, + "FP": 2030, + "IoU": 0.7480338018741634, + "TN": 477888, + "TP": 35762, + "n_pred": 37792, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8233667473211199, + "FN": 2120, + "FP": 5545, + "IoU": 0.699764982373678, + "TN": 500166, + "TP": 17865, + "n_pred": 23410, + "n_ref": 19985 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04530986706609249, + "FN": 4157, + "FP": 942, + "IoU": 0.02318007662835249, + "TN": 520476, + "TP": 121, + "n_pred": 1063, + "n_ref": 4278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.22363060208239022, + "FN": 3, + "FP": 1712, + "IoU": 0.12589194699286443, + "TN": 523734, + "TP": 247, + "n_pred": 1959, + "n_ref": 250 + }, + "7": { + "Dice": 0.8751797822066981, + "FN": 2217, + "FP": 213, + "IoU": 0.77806192346333, + "TN": 514747, + "TP": 8519, + "n_pred": 8732, + "n_ref": 10736 + }, + "8": { + "Dice": 0.8484684379759688, + "FN": 3826, + "FP": 651, + "IoU": 0.7368173534771618, + "TN": 508685, + "TP": 12534, + "n_pred": 13185, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8862725940400586, + "FN": 1642, + "FP": 686, + "IoU": 0.7957715589086762, + "TN": 514297, + "TP": 9071, + "n_pred": 9757, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8580762250453721, + "FN": 1924, + "FP": 422, + "IoU": 0.7514303877940242, + "TN": 516258, + "TP": 7092, + "n_pred": 7514, + "n_ref": 9016 + }, + "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": 0.8768909046468049, + "FN": 1101, + "FP": 3432, + "IoU": 0.7807709048701456, + "TN": 505019, + "TP": 16144, + "n_pred": 19576, + "n_ref": 17245 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1115, + "IoU": 0.0, + "TN": 524581, + "TP": 0, + "n_pred": 1115, + "n_ref": 0 + }, + "5": { + "Dice": 0.6871518963361497, + "FN": 15561, + "FP": 953, + "IoU": 0.5234054834054834, + "TN": 491046, + "TP": 18136, + "n_pred": 19089, + "n_ref": 33697 + }, + "6": { + "Dice": 0.2772113823302366, + "FN": 25718, + "FP": 1435, + "IoU": 0.16090852904820765, + "TN": 493336, + "TP": 5207, + "n_pred": 6642, + "n_ref": 30925 + }, + "7": { + "Dice": 0.8753765494609734, + "FN": 17390, + "FP": 2054, + "IoU": 0.7783730181345674, + "TN": 437963, + "TP": 68289, + "n_pred": 70343, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9675206904459129, + "FN": 1928, + "FP": 1188, + "IoU": 0.937084822420094, + "TN": 476169, + "TP": 46411, + "n_pred": 47599, + "n_ref": 48339 + }, + "9": { + "Dice": 0.8906048906048906, + "FN": 536, + "FP": 314, + "IoU": 0.802784222737819, + "TN": 521386, + "TP": 3460, + "n_pred": 3774, + "n_ref": 3996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 700669, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13336, + "IoU": 0.0, + "TN": 687592, + "TP": 0, + "n_pred": 13336, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 700430, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "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": 129, + "IoU": 0.0, + "TN": 700799, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "14": { + "Dice": 0.6896053897978826, + "FN": 19999, + "FP": 641, + "IoU": 0.5262578038927653, + "TN": 657360, + "TP": 22928, + "n_pred": 23569, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5912565757081033, + "FN": 1360, + "FP": 14413, + "IoU": 0.4197049409513999, + "TN": 673747, + "TP": 11408, + "n_pred": 25821, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 566, + "IoU": 0.0, + "TN": 700362, + "TP": 0, + "n_pred": 566, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 700522, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 700237, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41832992474058966, + "FN": 200039, + "FP": 757, + "IoU": 0.264486210673221, + "TN": 427927, + "TP": 72205, + "n_pred": 72962, + "n_ref": 272244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31707, + "IoU": 0.0, + "TN": 669221, + "TP": 0, + "n_pred": 31707, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.006446719757299962, + "FN": 3059, + "FP": 7421, + "IoU": 0.00323378352672627, + "TN": 690414, + "TP": 34, + "n_pred": 7455, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 33, + "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": 9560, + "IoU": 0.0, + "TN": 691368, + "TP": 0, + "n_pred": 9560, + "n_ref": 0 + }, + "3": { + "Dice": 0.8230037805017757, + "FN": 10736, + "FP": 79, + "IoU": 0.699240802024528, + "TN": 664969, + "TP": 25144, + "n_pred": 25223, + "n_ref": 35880 + }, + "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": 0.0, + "FN": 0, + "FP": 1061, + "IoU": 0.0, + "TN": 699867, + "TP": 0, + "n_pred": 1061, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.8628437893223081, + "FN": 3155, + "FP": 2186, + "IoU": 0.7587733164717041, + "TN": 503555, + "TP": 16800, + "n_pred": 18986, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6768454965681469, + "FN": 1714, + "FP": 593, + "IoU": 0.5115392758839721, + "TN": 520973, + "TP": 2416, + "n_pred": 3009, + "n_ref": 4130 + }, + "13": { + "Dice": 0.44167886774036114, + "FN": 610, + "FP": 1678, + "IoU": 0.28343250861259006, + "TN": 522503, + "TP": 905, + "n_pred": 2583, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9202302631578947, + "FN": 474, + "FP": 108, + "IoU": 0.8522467631378522, + "TN": 521757, + "TP": 3357, + "n_pred": 3465, + "n_ref": 3831 + }, + "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": 0.9620043784967162, + "FN": 417, + "FP": 1926, + "IoU": 0.92679040119985, + "TN": 493692, + "TP": 29661, + "n_pred": 31587, + "n_ref": 30078 + }, + "7": { + "Dice": 0.968140287572457, + "FN": 3100, + "FP": 2127, + "IoU": 0.938247976844468, + "TN": 441051, + "TP": 79418, + "n_pred": 81545, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9483041430763532, + "FN": 428, + "FP": 549, + "IoU": 0.9016904809820889, + "TN": 515758, + "TP": 8961, + "n_pred": 9510, + "n_ref": 9389 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7366197778059392, + "FN": 2238, + "FP": 3997, + "IoU": 0.5830547010833221, + "TN": 510742, + "TP": 8719, + "n_pred": 12716, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6367678820988438, + "FN": 2459, + "FP": 400, + "IoU": 0.46710158434296367, + "TN": 520331, + "TP": 2506, + "n_pred": 2906, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 832, + "IoU": 0.0, + "TN": 524864, + "TP": 0, + "n_pred": 832, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1072, + "IoU": 0.0, + "TN": 524624, + "TP": 0, + "n_pred": 1072, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.955479958586008, + "FN": 130, + "FP": 472, + "IoU": 0.9147550269045596, + "TN": 518634, + "TP": 6460, + "n_pred": 6932, + "n_ref": 6590 + }, + "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": 49, + "IoU": 0.0, + "TN": 525647, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 651, + "IoU": 0.0, + "TN": 525045, + "TP": 0, + "n_pred": 651, + "n_ref": 0 + }, + "7": { + "Dice": 0.6059650069529483, + "FN": 18349, + "FP": 636, + "IoU": 0.4346842152279427, + "TN": 492113, + "TP": 14598, + "n_pred": 15234, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9735892294471498, + "FN": 362, + "FP": 560, + "IoU": 0.9485376200044653, + "TN": 507780, + "TP": 16994, + "n_pred": 17554, + "n_ref": 17356 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0348.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": 0.45973763874873863, + "FN": 2438, + "FP": 239, + "IoU": 0.29848008385744235, + "TN": 521880, + "TP": 1139, + "n_pred": 1378, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.20760609957743892, + "FN": 24, + "FP": 4289, + "IoU": 0.11582615826158262, + "TN": 520818, + "TP": 565, + "n_pred": 4854, + "n_ref": 589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9690249433106576, + "FN": 418, + "FP": 948, + "IoU": 0.9399111423921171, + "TN": 502963, + "TP": 21367, + "n_pred": 22315, + "n_ref": 21785 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 59, + "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": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.4551794159296764, + "FN": 9268, + "FP": 92687, + "IoU": 0.29464872531045694, + "TN": 381151, + "TP": 42590, + "n_pred": 135277, + "n_ref": 51858 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 525069, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.84506290507053, + "FN": 2684, + "FP": 1380, + "IoU": 0.7316960454215357, + "TN": 510549, + "TP": 11083, + "n_pred": 12463, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 612, + "IoU": 0.0, + "TN": 525084, + "TP": 0, + "n_pred": 612, + "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": 0.8298444191941264, + "FN": 9429, + "FP": 6145, + "IoU": 0.7091744318500122, + "TN": 472145, + "TP": 37977, + "n_pred": 44122, + "n_ref": 47406 + }, + "15": { + "Dice": 0.7935236187614756, + "FN": 1058, + "FP": 1416, + "IoU": 0.6577199778638627, + "TN": 518468, + "TP": 4754, + "n_pred": 6170, + "n_ref": 5812 + }, + "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": 0.3388666285060103, + "FN": 1155, + "FP": 0, + "IoU": 0.2039972432804962, + "TN": 524245, + "TP": 296, + "n_pred": 296, + "n_ref": 1451 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975609023459794, + "FN": 1153, + "FP": 471, + "IoU": 0.9523795560507873, + "TN": 491593, + "TP": 32479, + "n_pred": 32950, + "n_ref": 33632 + }, + "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": 1019, + "IoU": 0.0, + "TN": 524677, + "TP": 0, + "n_pred": 1019, + "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": 475, + "IoU": 0.0, + "TN": 525221, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "7": { + "Dice": 0.9190439475713185, + "FN": 152, + "FP": 58, + "IoU": 0.8502139800285307, + "TN": 524294, + "TP": 1192, + "n_pred": 1250, + "n_ref": 1344 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 133, + "IoU": 0.0, + "TN": 525563, + "TP": 0, + "n_pred": 133, + "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": 0.9437265077233495, + "FN": 7857, + "FP": 482, + "IoU": 0.8934490116657935, + "TN": 447433, + "TP": 69924, + "n_pred": 70406, + "n_ref": 77781 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5217073866437023, + "FN": 1250.6266666666668, + "FP": 1005.0133333333332, + "IoU": 0.44725947390464965, + "TN": 569646.6022222223, + "TP": 6363.357777777778, + "n_pred": 7368.371111111112, + "n_ref": 7613.984444444444 + }, + "mean": { + "1": { + "Dice": 0.43407565093354794, + "FN": 474.56666666666666, + "FP": 210.36666666666667, + "IoU": 0.41097578113898414, + "TN": 573195.1, + "TP": 4385.566666666667, + "n_pred": 4595.933333333333, + "n_ref": 4860.133333333333 + }, + "10": { + "Dice": 0.6882436071619199, + "FN": 1990.3333333333333, + "FP": 1623.1666666666667, + "IoU": 0.5585597944586657, + "TN": 569787.7333333333, + "TP": 4864.366666666667, + "n_pred": 6487.533333333334, + "n_ref": 6854.7 + }, + "11": { + "Dice": 0.07312018946121966, + "FN": 57.7, + "FP": 51.9, + "IoU": 0.05167364016736402, + "TN": 578106.6, + "TP": 49.4, + "n_pred": 101.3, + "n_ref": 107.1 + }, + "12": { + "Dice": 0.457306069352436, + "FN": 307.3, + "FP": 137.46666666666667, + "IoU": 0.3466423440181496, + "TN": 577353.7333333333, + "TP": 467.1, + "n_pred": 604.5666666666667, + "n_ref": 774.4 + }, + "13": { + "Dice": 0.2561527359502148, + "FN": 2571.0666666666666, + "FP": 1517.3333333333333, + "IoU": 0.1712375261866618, + "TN": 572201.4666666667, + "TP": 1975.7333333333333, + "n_pred": 3493.0666666666666, + "n_ref": 4546.8 + }, + "14": { + "Dice": 0.7612354539790852, + "FN": 223.76666666666668, + "FP": 995.3, + "IoU": 0.6425354967271691, + "TN": 575177.1, + "TP": 1869.4333333333334, + "n_pred": 2864.733333333333, + "n_ref": 2093.2 + }, + "15": { + "Dice": 0.35228596658937233, + "FN": 933.5333333333333, + "FP": 129.43333333333334, + "IoU": 0.2680167249109259, + "TN": 576567.1333333333, + "TP": 635.5, + "n_pred": 764.9333333333333, + "n_ref": 1569.0333333333333 + }, + "2": { + "Dice": 0.47079020479629835, + "FN": 2962.9333333333334, + "FP": 624.5666666666667, + "IoU": 0.402301563628777, + "TN": 568868.9, + "TP": 5809.2, + "n_pred": 6433.766666666666, + "n_ref": 8772.133333333333 + }, + "3": { + "Dice": 0.5209879987741469, + "FN": 919.3666666666667, + "FP": 2485.266666666667, + "IoU": 0.4808190505394761, + "TN": 565594.5666666667, + "TP": 9266.4, + "n_pred": 11751.666666666666, + "n_ref": 10185.766666666666 + }, + "4": { + "Dice": 0.5443542716608214, + "FN": 949.2666666666667, + "FP": 352.8333333333333, + "IoU": 0.47999205159827185, + "TN": 573167.3, + "TP": 3796.2, + "n_pred": 4149.033333333334, + "n_ref": 4745.466666666666 + }, + "5": { + "Dice": 0.5640271947546729, + "FN": 125.83333333333333, + "FP": 344.8, + "IoU": 0.4899468121234085, + "TN": 576579.9, + "TP": 1215.0666666666666, + "n_pred": 1559.8666666666666, + "n_ref": 1340.9 + }, + "6": { + "Dice": 0.703119356181757, + "FN": 3964.866666666667, + "FP": 2770.7, + "IoU": 0.6449258256059581, + "TN": 529790.9, + "TP": 41739.13333333333, + "n_pred": 44509.833333333336, + "n_ref": 45704.0 + }, + "7": { + "Dice": 0.48704457628469555, + "FN": 1951.6333333333334, + "FP": 2015.8333333333333, + "IoU": 0.4004623847676631, + "TN": 567819.8333333334, + "TP": 6478.3, + "n_pred": 8494.133333333333, + "n_ref": 8429.933333333332 + }, + "8": { + "Dice": 0.8227863877893256, + "FN": 825.8666666666667, + "FP": 843.7333333333333, + "IoU": 0.7595349360192702, + "TN": 567859.5, + "TP": 8736.5, + "n_pred": 9580.233333333334, + "n_ref": 9562.366666666667 + }, + "9": { + "Dice": 0.6900811359860207, + "FN": 501.3666666666667, + "FP": 972.5, + "IoU": 0.6012681766789996, + "TN": 572629.2666666667, + "TP": 4162.466666666666, + "n_pred": 5134.966666666666, + "n_ref": 4663.833333333333 + } + }, + "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": 0.8414571575166753, + "FN": 313, + "FP": 305, + "IoU": 0.7263064658990257, + "TN": 523438, + "TP": 1640, + "n_pred": 1945, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9557725046034118, + "FN": 3109, + "FP": 4529, + "IoU": 0.9152914559488954, + "TN": 435528, + "TP": 82530, + "n_pred": 87059, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 525486, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "8": { + "Dice": 0.4707514450867052, + "FN": 131, + "FP": 4447, + "IoU": 0.30783187178711824, + "TN": 519082, + "TP": 2036, + "n_pred": 6483, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8552275316042052, + "FN": 4317, + "FP": 3436, + "IoU": 0.7470720647244968, + "TN": 495043, + "TP": 22900, + "n_pred": 26336, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 948, + "IoU": 0.0, + "TN": 699980, + "TP": 0, + "n_pred": 948, + "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": 1140, + "IoU": 0.0, + "TN": 699788, + "TP": 0, + "n_pred": 1140, + "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": 0.9737506920272102, + "FN": 3752, + "FP": 373, + "IoU": 0.9488441886998363, + "TN": 620292, + "TP": 76511, + "n_pred": 76884, + "n_ref": 80263 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8350479713327938, + "FN": 2025, + "FP": 829, + "IoU": 0.7168088906529073, + "TN": 690850, + "TP": 7224, + "n_pred": 8053, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6476721629485936, + "FN": 232, + "FP": 5580, + "IoU": 0.4789313250851712, + "TN": 689774, + "TP": 5342, + "n_pred": 10922, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.548370839450446, + "FN": 10169, + "FP": 10442, + "IoU": 0.3777623475425673, + "TN": 492572, + "TP": 12513, + "n_pred": 22955, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17679558011049723, + "FN": 72, + "FP": 77, + "IoU": 0.09696969696969697, + "TN": 525531, + "TP": 16, + "n_pred": 93, + "n_ref": 88 + }, + "13": { + "Dice": 0.690697429783653, + "FN": 4645, + "FP": 4176, + "IoU": 0.5275307980717729, + "TN": 507026, + "TP": 9849, + "n_pred": 14025, + "n_ref": 14494 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 74, + "IoU": 0.0, + "TN": 525622, + "TP": 0, + "n_pred": 74, + "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": 0.8033795301267324, + "FN": 124, + "FP": 7835, + "IoU": 0.6713737148519757, + "TN": 501477, + "TP": 16260, + "n_pred": 24095, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8711426435867927, + "FN": 8131, + "FP": 2730, + "IoU": 0.7717030310673898, + "TN": 478122, + "TP": 36713, + "n_pred": 39443, + "n_ref": 44844 + }, + "8": { + "Dice": 0.919693567560428, + "FN": 2155, + "FP": 1493, + "IoU": 0.8513265680401026, + "TN": 501159, + "TP": 20889, + "n_pred": 22382, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9490603535441582, + "FN": 908, + "FP": 553, + "IoU": 0.9030588547541636, + "TN": 510625, + "TP": 13610, + "n_pred": 14163, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.5985333949924028, + "FN": 1000, + "FP": 5077, + "IoU": 0.42707645894220797, + "TN": 515089, + "TP": 4530, + "n_pred": 9607, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.6944714555966125, + "FN": 13335, + "FP": 3946, + "IoU": 0.531946588662279, + "TN": 488775, + "TP": 19640, + "n_pred": 23586, + "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": 0.2109073359073359, + "FN": 3245, + "FP": 25, + "IoU": 0.11788508227677368, + "TN": 521989, + "TP": 437, + "n_pred": 462, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3248, + "IoU": 0.0, + "TN": 522448, + "TP": 0, + "n_pred": 3248, + "n_ref": 0 + }, + "4": { + "Dice": 0.6947014297729184, + "FN": 85, + "FP": 278, + "IoU": 0.5322164948453608, + "TN": 524920, + "TP": 413, + "n_pred": 691, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8338468831476653, + "FN": 1841, + "FP": 262, + "IoU": 0.7150406504065041, + "TN": 518316, + "TP": 5277, + "n_pred": 5539, + "n_ref": 7118 + }, + "7": { + "Dice": 0.7043566362715299, + "FN": 2869, + "FP": 49, + "IoU": 0.5436346574913982, + "TN": 519302, + "TP": 3476, + "n_pred": 3525, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9250914692855767, + "FN": 392, + "FP": 386, + "IoU": 0.8606234324614833, + "TN": 520114, + "TP": 4804, + "n_pred": 5190, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1879, + "IoU": 0.0, + "TN": 523817, + "TP": 0, + "n_pred": 1879, + "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": 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": 0.7929587861007036, + "FN": 21295, + "FP": 864, + "IoU": 0.6569442509250228, + "TN": 461103, + "TP": 42434, + "n_pred": 43298, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17681, + "IoU": 0.0, + "TN": 508015, + "TP": 0, + "n_pred": 17681, + "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": 0.8491784594928293, + "FN": 2796, + "FP": 380, + "IoU": 0.7378889163984484, + "TN": 513579, + "TP": 8941, + "n_pred": 9321, + "n_ref": 11737 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.7715569340235809, + "FN": 2910, + "FP": 7107, + "IoU": 0.6280770801618832, + "TN": 673995, + "TP": 16916, + "n_pred": 24023, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.4382254320350787, + "FN": 230, + "FP": 4126, + "IoU": 0.2805945499587118, + "TN": 694873, + "TP": 1699, + "n_pred": 5825, + "n_ref": 1929 + }, + "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": 0.8567362793738702, + "FN": 2209, + "FP": 1516, + "IoU": 0.74937764919599, + "TN": 686065, + "TP": 11138, + "n_pred": 12654, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 700864, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "6": { + "Dice": 0.9816785872136498, + "FN": 2781, + "FP": 3810, + "IoU": 0.964016444010111, + "TN": 517761, + "TP": 176576, + "n_pred": 180386, + "n_ref": 179357 + }, + "7": { + "Dice": 0.9029091769157994, + "FN": 3400, + "FP": 1526, + "IoU": 0.8230031260105638, + "TN": 673097, + "TP": 22905, + "n_pred": 24431, + "n_ref": 26305 + }, + "8": { + "Dice": 0.5182724252491694, + "FN": 139, + "FP": 6, + "IoU": 0.34977578475336324, + "TN": 700705, + "TP": 78, + "n_pred": 84, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.6150442477876106, + "FN": 117, + "FP": 57, + "IoU": 0.4440894568690096, + "TN": 700615, + "TP": 139, + "n_pred": 196, + "n_ref": 256 + }, + "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": 0.25325958119320424, + "FN": 3776, + "FP": 4, + "IoU": 0.14498982130739652, + "TN": 696507, + "TP": 641, + "n_pred": 645, + "n_ref": 4417 + }, + "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": 0.8850903447511362, + "FN": 890, + "FP": 4293, + "IoU": 0.7938673242125358, + "TN": 675784, + "TP": 19961, + "n_pred": 24254, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7908831051602226, + "FN": 177, + "FP": 2603, + "IoU": 0.6540997884782879, + "TN": 692891, + "TP": 5257, + "n_pred": 7860, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9415419613976469, + "FN": 4979, + "FP": 3244, + "IoU": 0.8895411315888453, + "TN": 626484, + "TP": 66221, + "n_pred": 69465, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8753336858259289, + "FN": 5407, + "FP": 4260, + "IoU": 0.7783052402247449, + "TN": 657323, + "TP": 33938, + "n_pred": 38198, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9522289362672444, + "FN": 2278, + "FP": 1074, + "IoU": 0.9088139281828074, + "TN": 664168, + "TP": 33408, + "n_pred": 34482, + "n_ref": 35686 + }, + "9": { + "Dice": 0.294826364280652, + "FN": 177, + "FP": 818, + "IoU": 0.17290108063175394, + "TN": 699725, + "TP": 208, + "n_pred": 1026, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718327335897754, + "FN": 892, + "FP": 16, + "IoU": 0.9452087859039343, + "TN": 509124, + "TP": 15664, + "n_pred": 15680, + "n_ref": 16556 + }, + "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": 0.7107438016528925, + "FN": 16, + "FP": 19, + "IoU": 0.5512820512820513, + "TN": 525618, + "TP": 43, + "n_pred": 62, + "n_ref": 59 + }, + "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": 0.9741547317497995, + "FN": 2716, + "FP": 2151, + "IoU": 0.9496117610518687, + "TN": 429106, + "TP": 91723, + "n_pred": 93874, + "n_ref": 94439 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 91, + "IoU": 0.0, + "TN": 525605, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "7": { + "Dice": 0.7054840893703453, + "FN": 421, + "FP": 14, + "IoU": 0.5449790794979079, + "TN": 524740, + "TP": 521, + "n_pred": 535, + "n_ref": 942 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.7901023890784983, + "FN": 127, + "FP": 119, + "IoU": 0.6530324400564175, + "TN": 524987, + "TP": 463, + "n_pred": 582, + "n_ref": 590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 525464, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5327754532775453, + "FN": 8036, + "FP": 3354, + "IoU": 0.36311787072243346, + "TN": 507812, + "TP": 6494, + "n_pred": 9848, + "n_ref": 14530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 5415, + "IoU": 0.0, + "TN": 520281, + "TP": 0, + "n_pred": 5415, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9689045070077228, + "FN": 146, + "FP": 615, + "IoU": 0.9396845525877784, + "TN": 513079, + "TP": 11856, + "n_pred": 12471, + "n_ref": 12002 + }, + "9": { + "Dice": 0.820809833329118, + "FN": 172, + "FP": 6913, + "IoU": 0.6960792724776939, + "TN": 502384, + "TP": 16227, + "n_pred": 23140, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.9141634015382383, + "FN": 1305, + "FP": 1061, + "IoU": 0.8418977614433678, + "TN": 510731, + "TP": 12599, + "n_pred": 13660, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 525596, + "TP": 0, + "n_pred": 100, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.5903079352546388, + "FN": 6241, + "FP": 10363, + "IoU": 0.4187495624168592, + "TN": 497130, + "TP": 11962, + "n_pred": 22325, + "n_ref": 18203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2575525437045767, + "FN": 9524, + "FP": 9375, + "IoU": 0.1478107949677594, + "TN": 503519, + "TP": 3278, + "n_pred": 12653, + "n_ref": 12802 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8516643035581662, + "FN": 1941, + "FP": 256, + "IoU": 0.741650987770461, + "TN": 517192, + "TP": 6307, + "n_pred": 6563, + "n_ref": 8248 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 525347, + "TP": 0, + "n_pred": 349, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 10505, + "FP": 0, + "IoU": 0.0, + "TN": 515191, + "TP": 0, + "n_pred": 0, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.795398888574927, + "FN": 16988, + "FP": 390, + "IoU": 0.6603006431182439, + "TN": 474539, + "TP": 33779, + "n_pred": 34169, + "n_ref": 50767 + }, + "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": 0.8535700231734511, + "FN": 4532, + "FP": 2166, + "IoU": 0.7445461479786423, + "TN": 499476, + "TP": 19522, + "n_pred": 21688, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7758586061458124, + "FN": 977, + "FP": 1255, + "IoU": 0.6337981952420016, + "TN": 519601, + "TP": 3863, + "n_pred": 5118, + "n_ref": 4840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4697073159245567, + "FN": 16469, + "FP": 6052, + "IoU": 0.30693952915833206, + "TN": 493201, + "TP": 9974, + "n_pred": 16026, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9396127173439647, + "FN": 3286, + "FP": 3924, + "IoU": 0.8861033442332907, + "TN": 462393, + "TP": 56093, + "n_pred": 60017, + "n_ref": 59379 + }, + "4": { + "Dice": 0.8132751689333676, + "FN": 4805, + "FP": 1744, + "IoU": 0.6853106530200375, + "TN": 504885, + "TP": 14262, + "n_pred": 16006, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936117573625376, + "FN": 520, + "FP": 10738, + "IoU": 0.8799069807134323, + "TN": 431952, + "TP": 82486, + "n_pred": 93224, + "n_ref": 83006 + }, + "7": { + "Dice": 0.3131848064280497, + "FN": 5795, + "FP": 1727, + "IoU": 0.18566634188589368, + "TN": 516459, + "TP": 1715, + "n_pred": 3442, + "n_ref": 7510 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 479, + "IoU": 0.0, + "TN": 525217, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "10": { + "Dice": 0.8054728646668193, + "FN": 7326, + "FP": 2868, + "IoU": 0.6743026933767852, + "TN": 494397, + "TP": 21105, + "n_pred": 23973, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28071889722561505, + "FN": 8366, + "FP": 12245, + "IoU": 0.1632769049648845, + "TN": 501063, + "TP": 4022, + "n_pred": 16267, + "n_ref": 12388 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 27, + "FP": 0, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8497279196316451, + "FN": 55226, + "FP": 2932, + "IoU": 0.7387190684133915, + "TN": 303108, + "TP": 164430, + "n_pred": 167362, + "n_ref": 219656 + }, + "7": { + "Dice": 0.6872051735080708, + "FN": 14583, + "FP": 3652, + "IoU": 0.5234673077928187, + "TN": 487430, + "TP": 20031, + "n_pred": 23683, + "n_ref": 34614 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8548073936004971, + "FN": 7232, + "FP": 246, + "IoU": 0.7464311145773287, + "TN": 671437, + "TP": 22013, + "n_pred": 22259, + "n_ref": 29245 + }, + "10": { + "Dice": 0.7735282600182743, + "FN": 1564, + "FP": 171, + "IoU": 0.6306939123031077, + "TN": 696230, + "TP": 2963, + "n_pred": 3134, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 700524, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "12": { + "Dice": 0.5946653575519555, + "FN": 1959, + "FP": 518, + "IoU": 0.4231485794131346, + "TN": 696634, + "TP": 1817, + "n_pred": 2335, + "n_ref": 3776 + }, + "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": 12264, + "IoU": 0.0, + "TN": 688664, + "TP": 0, + "n_pred": 12264, + "n_ref": 0 + }, + "3": { + "Dice": 0.31938139186829634, + "FN": 13641, + "FP": 2, + "IoU": 0.19003799572548088, + "TN": 684084, + "TP": 3201, + "n_pred": 3203, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9010316290669992, + "FN": 283, + "FP": 590, + "IoU": 0.8198885908809573, + "TN": 696081, + "TP": 3974, + "n_pred": 4564, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8236821169869781, + "FN": 6147, + "FP": 6486, + "IoU": 0.700220687691322, + "TN": 658787, + "TP": 29508, + "n_pred": 35994, + "n_ref": 35655 + }, + "7": { + "Dice": 0.0, + "FN": 559, + "FP": 0, + "IoU": 0.0, + "TN": 700369, + "TP": 0, + "n_pred": 0, + "n_ref": 559 + }, + "8": { + "Dice": 0.9577603681586588, + "FN": 37, + "FP": 734, + "IoU": 0.9189444911690496, + "TN": 691416, + "TP": 8741, + "n_pred": 9475, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8258092107021624, + "FN": 173, + "FP": 6344, + "IoU": 0.7033007056681083, + "TN": 678963, + "TP": 15448, + "n_pred": 21792, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0185.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": 0.5849615156897573, + "FN": 1345, + "FP": 758, + "IoU": 0.41338912133891215, + "TN": 522111, + "TP": 1482, + "n_pred": 2240, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 525560, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "13": { + "Dice": 0.03411513859275053, + "FN": 453, + "FP": 0, + "IoU": 0.01735357917570499, + "TN": 525235, + "TP": 8, + "n_pred": 8, + "n_ref": 461 + }, + "14": { + "Dice": 0.7734722009496094, + "FN": 250, + "FP": 4187, + "IoU": 0.6306193806193806, + "TN": 513684, + "TP": 7575, + "n_pred": 11762, + "n_ref": 7825 + }, + "15": { + "Dice": 0.6816349026774577, + "FN": 10298, + "FP": 677, + "IoU": 0.5170304523851434, + "TN": 502972, + "TP": 11749, + "n_pred": 12426, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9690489119084416, + "FN": 810, + "FP": 672, + "IoU": 0.9399562434162547, + "TN": 501014, + "TP": 23200, + "n_pred": 23872, + "n_ref": 24010 + }, + "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": 0.9781041591137116, + "FN": 1427, + "FP": 1170, + "IoU": 0.9571466288241313, + "TN": 465094, + "TP": 58005, + "n_pred": 59175, + "n_ref": 59432 + }, + "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": 0.9372250241442215, + "FN": 134, + "FP": 451, + "IoU": 0.8818659127625202, + "TN": 520744, + "TP": 4367, + "n_pred": 4818, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.821487408802071, + "FN": 458, + "FP": 2576, + "IoU": 0.6970544183724413, + "TN": 515681, + "TP": 6981, + "n_pred": 9557, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7690466693258875, + "FN": 1335, + "FP": 402, + "IoU": 0.6247569669475048, + "TN": 521067, + "TP": 2892, + "n_pred": 3294, + "n_ref": 4227 + }, + "13": { + "Dice": 0.02569593147751606, + "FN": 3640, + "FP": 0, + "IoU": 0.013015184381778741, + "TN": 522008, + "TP": 48, + "n_pred": 48, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 192, + "IoU": 0.0, + "TN": 525504, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "3": { + "Dice": 0.8, + "FN": 277, + "FP": 15, + "IoU": 0.6666666666666666, + "TN": 524820, + "TP": 584, + "n_pred": 599, + "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": 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": 0.9585130416923393, + "FN": 199, + "FP": 205, + "IoU": 0.9203312956024453, + "TN": 520625, + "TP": 4667, + "n_pred": 4872, + "n_ref": 4866 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9290515309932785, + "FN": 44, + "FP": 51, + "IoU": 0.8675034867503487, + "TN": 700211, + "TP": 622, + "n_pred": 673, + "n_ref": 666 + }, + "10": { + "Dice": 0.9273161350222163, + "FN": 1907, + "FP": 285, + "IoU": 0.8644822256568779, + "TN": 684753, + "TP": 13983, + "n_pred": 14268, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5870603560573165, + "FN": 191, + "FP": 760, + "IoU": 0.4154886293792256, + "TN": 699301, + "TP": 676, + "n_pred": 1436, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "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": 124, + "IoU": 0.0, + "TN": 700804, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "3": { + "Dice": 0.9679787079200716, + "FN": 1419, + "FP": 1661, + "IoU": 0.9379445127233896, + "TN": 651295, + "TP": 46553, + "n_pred": 48214, + "n_ref": 47972 + }, + "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": 778, + "IoU": 0.0, + "TN": 700150, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "6": { + "Dice": 0.9840567596950863, + "FN": 1622, + "FP": 915, + "IoU": 0.9686139152810768, + "TN": 620096, + "TP": 78295, + "n_pred": 79210, + "n_ref": 79917 + }, + "7": { + "Dice": 0.9471101081474357, + "FN": 3147, + "FP": 1142, + "IoU": 0.8995338595956993, + "TN": 658237, + "TP": 38402, + "n_pred": 39544, + "n_ref": 41549 + }, + "8": { + "Dice": 0.8232681649534137, + "FN": 12416, + "FP": 6685, + "IoU": 0.6996225821670073, + "TN": 637338, + "TP": 44489, + "n_pred": 51174, + "n_ref": 56905 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 700584, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "10": { + "Dice": 0.8181505026148499, + "FN": 749, + "FP": 5058, + "IoU": 0.6922628510863805, + "TN": 682058, + "TP": 13063, + "n_pred": 18121, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6224554039874082, + "FN": 1783, + "FP": 16, + "IoU": 0.4518586227909811, + "TN": 697646, + "TP": 1483, + "n_pred": 1499, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0945945945945946, + "FN": 60, + "FP": 74, + "IoU": 0.04964539007092199, + "TN": 700787, + "TP": 7, + "n_pred": 81, + "n_ref": 67 + }, + "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": 0.947463679499095, + "FN": 233, + "FP": 1915, + "IoU": 0.9001719570572105, + "TN": 679411, + "TP": 19369, + "n_pred": 21284, + "n_ref": 19602 + }, + "4": { + "Dice": 0.93218864009104, + "FN": 2906, + "FP": 1146, + "IoU": 0.8729900009403504, + "TN": 669025, + "TP": 27851, + "n_pred": 28997, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8671461392468285, + "FN": 660, + "FP": 2000, + "IoU": 0.7654527819416277, + "TN": 689587, + "TP": 8681, + "n_pred": 10681, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9413299236023208, + "FN": 7341, + "FP": 1790, + "IoU": 0.8891626811682164, + "TN": 618546, + "TP": 73251, + "n_pred": 75041, + "n_ref": 80592 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 338, + "IoU": 0.0, + "TN": 700590, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "8": { + "Dice": 0.9660247578155874, + "FN": 687, + "FP": 2494, + "IoU": 0.9342822907197752, + "TN": 652524, + "TP": 45223, + "n_pred": 47717, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8501362397820164, + "FN": 86, + "FP": 24, + "IoU": 0.7393364928909952, + "TN": 700506, + "TP": 312, + "n_pred": 336, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9221365666242547, + "FN": 2989, + "FP": 132, + "IoU": 0.8555226367928895, + "TN": 504094, + "TP": 18481, + "n_pred": 18613, + "n_ref": 21470 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "10": { + "Dice": 0.8753657109420714, + "FN": 3410, + "FP": 1063, + "IoU": 0.7783558792924038, + "TN": 505515, + "TP": 15708, + "n_pred": 16771, + "n_ref": 19118 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.8219114757887438, + "FN": 893, + "FP": 648, + "IoU": 0.6976652933097901, + "TN": 520599, + "TP": 3556, + "n_pred": 4204, + "n_ref": 4449 + }, + "13": { + "Dice": 0.3826086956521739, + "FN": 757, + "FP": 663, + "IoU": 0.23655913978494625, + "TN": 523836, + "TP": 440, + "n_pred": 1103, + "n_ref": 1197 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9657269209508016, + "FN": 2368, + "FP": 1104, + "IoU": 0.9337252805986104, + "TN": 473308, + "TP": 48916, + "n_pred": 50020, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9442496793501496, + "FN": 1903, + "FP": 705, + "IoU": 0.8943873005588402, + "TN": 501002, + "TP": 22086, + "n_pred": 22791, + "n_ref": 23989 + }, + "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": 0.0030959752321981426, + "FN": 2, + "FP": 1930, + "IoU": 0.0015503875968992248, + "TN": 523761, + "TP": 3, + "n_pred": 1933, + "n_ref": 5 + }, + "7": { + "Dice": 0.8521058610678672, + "FN": 2389, + "FP": 1126, + "IoU": 0.7423209442123011, + "TN": 512055, + "TP": 10126, + "n_pred": 11252, + "n_ref": 12515 + }, + "8": { + "Dice": 0.9631413224671236, + "FN": 96, + "FP": 501, + "IoU": 0.9289031797070382, + "TN": 517299, + "TP": 7800, + "n_pred": 8301, + "n_ref": 7896 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0268.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": 13, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 13, + "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": 188, + "IoU": 0.0, + "TN": 700740, + "TP": 0, + "n_pred": 188, + "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": 0.9029268523334436, + "FN": 1222, + "FP": 831, + "IoU": 0.8230324971985173, + "TN": 689327, + "TP": 9548, + "n_pred": 10379, + "n_ref": 10770 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9916335481215676, + "FN": 743, + "FP": 1859, + "IoU": 0.9834059297334873, + "TN": 544125, + "TP": 154201, + "n_pred": 156060, + "n_ref": 154944 + }, + "7": { + "Dice": 0.019169329073482427, + "FN": 8, + "FP": 606, + "IoU": 0.00967741935483871, + "TN": 700308, + "TP": 6, + "n_pred": 612, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945516443112957, + "FN": 3264, + "FP": 737, + "IoU": 0.8966630507774161, + "TN": 486978, + "TP": 34717, + "n_pred": 35454, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8299041533546326, + "FN": 3602, + "FP": 1722, + "IoU": 0.7092616863259065, + "TN": 507384, + "TP": 12988, + "n_pred": 14710, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 525565, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "12": { + "Dice": 0.7588687264999182, + "FN": 1181, + "FP": 294, + "IoU": 0.6114330874604847, + "TN": 521900, + "TP": 2321, + "n_pred": 2615, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "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": 0.8696983616597764, + "FN": 268, + "FP": 3136, + "IoU": 0.7694391763749662, + "TN": 510932, + "TP": 11360, + "n_pred": 14496, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9042386784174583, + "FN": 3979, + "FP": 1041, + "IoU": 0.825214999477734, + "TN": 496975, + "TP": 23701, + "n_pred": 24742, + "n_ref": 27680 + }, + "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": 0.9759351731039015, + "FN": 1863, + "FP": 590, + "IoU": 0.9530013603356772, + "TN": 473503, + "TP": 49740, + "n_pred": 50330, + "n_ref": 51603 + }, + "7": { + "Dice": 0.7647424662181264, + "FN": 3331, + "FP": 830, + "IoU": 0.6190955693885024, + "TN": 514772, + "TP": 6763, + "n_pred": 7593, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9704321968032981, + "FN": 456, + "FP": 419, + "IoU": 0.9425626887225942, + "TN": 510462, + "TP": 14359, + "n_pred": 14778, + "n_ref": 14815 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 700862, + "TP": 0, + "n_pred": 66, + "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": 1622, + "IoU": 0.0, + "TN": 699306, + "TP": 0, + "n_pred": 1622, + "n_ref": 0 + }, + "2": { + "Dice": 0.5899370797206426, + "FN": 56873, + "FP": 22, + "IoU": 0.41837642224062316, + "TN": 603107, + "TP": 40926, + "n_pred": 40948, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38799, + "IoU": 0.0, + "TN": 662129, + "TP": 0, + "n_pred": 38799, + "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": 0.24013104013104014, + "FN": 0, + "FP": 18556, + "IoU": 0.13644825018615042, + "TN": 679440, + "TP": 2932, + "n_pred": 21488, + "n_ref": 2932 + }, + "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": 174, + "FP": 0, + "IoU": 0.0, + "TN": 700754, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0349.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": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.8647086729632985, + "FN": 639, + "FP": 2498, + "IoU": 0.7616623613432609, + "TN": 512534, + "TP": 10025, + "n_pred": 12523, + "n_ref": 10664 + }, + "6": { + "Dice": 0.8875544091568596, + "FN": 1515, + "FP": 1275, + "IoU": 0.7978407361785378, + "TN": 511895, + "TP": 11011, + "n_pred": 12286, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10155, + "IoU": 0.0, + "TN": 515541, + "TP": 0, + "n_pred": 10155, + "n_ref": 0 + }, + "8": { + "Dice": 0.9616353379545786, + "FN": 1272, + "FP": 571, + "IoU": 0.9261056092378012, + "TN": 500755, + "TP": 23098, + "n_pred": 23669, + "n_ref": 24370 + }, + "9": { + "Dice": 0.9098344800906353, + "FN": 807, + "FP": 2456, + "IoU": 0.8345837980330528, + "TN": 505970, + "TP": 16463, + "n_pred": 18919, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967853462318407, + "FN": 734, + "FP": 233, + "IoU": 0.9377093532594692, + "TN": 510172, + "TP": 14557, + "n_pred": 14790, + "n_ref": 15291 + }, + "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": 175, + "FP": 35, + "IoU": 0.0, + "TN": 525486, + "TP": 0, + "n_pred": 35, + "n_ref": 175 + }, + "14": { + "Dice": 0.8778679905535157, + "FN": 5012, + "FP": 2073, + "IoU": 0.7823214944082586, + "TN": 493148, + "TP": 25463, + "n_pred": 27536, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7910386124303118, + "FN": 1289, + "FP": 735, + "IoU": 0.6543125533731853, + "TN": 519841, + "TP": 3831, + "n_pred": 4566, + "n_ref": 5120 + }, + "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": 0.9029782730132596, + "FN": 5829, + "FP": 771, + "IoU": 0.8231179481681987, + "TN": 488383, + "TP": 30713, + "n_pred": 31484, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649496411601101, + "FN": 2937, + "FP": 1688, + "IoU": 0.9322731333011173, + "TN": 457407, + "TP": 63664, + "n_pred": 65352, + "n_ref": 66601 + }, + "7": { + "Dice": 0.7516324626865671, + "FN": 49, + "FP": 2081, + "IoU": 0.6020922847001682, + "TN": 520343, + "TP": 3223, + "n_pred": 5304, + "n_ref": 3272 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.47089833243679396, + "FN": 19153, + "FP": 519, + "IoU": 0.3079575036938014, + "TN": 497270, + "TP": 8754, + "n_pred": 9273, + "n_ref": 27907 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.44612546125461255, + "FN": 1749, + "FP": 1253, + "IoU": 0.2871052006649252, + "TN": 521485, + "TP": 1209, + "n_pred": 2462, + "n_ref": 2958 + }, + "13": { + "Dice": 0.5345117845117845, + "FN": 1044, + "FP": 62, + "IoU": 0.36473291211947156, + "TN": 523955, + "TP": 635, + "n_pred": 697, + "n_ref": 1679 + }, + "14": { + "Dice": 0.47943822287497706, + "FN": 146, + "FP": 22538, + "IoU": 0.31530335043766977, + "TN": 492566, + "TP": 10446, + "n_pred": 32984, + "n_ref": 10592 + }, + "15": { + "Dice": 0.2887563178390919, + "FN": 16419, + "FP": 749, + "IoU": 0.16874061879630078, + "TN": 505043, + "TP": 3485, + "n_pred": 4234, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.967006083046813, + "FN": 112, + "FP": 886, + "IoU": 0.9361198233373872, + "TN": 510073, + "TP": 14625, + "n_pred": 15511, + "n_ref": 14737 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "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": 4138, + "IoU": 0.0, + "TN": 521558, + "TP": 0, + "n_pred": 4138, + "n_ref": 0 + }, + "7": { + "Dice": 0.29832765316636284, + "FN": 5302, + "FP": 12404, + "IoU": 0.1753143921751281, + "TN": 504226, + "TP": 3764, + "n_pred": 16168, + "n_ref": 9066 + }, + "8": { + "Dice": 0.9469832493088307, + "FN": 358, + "FP": 294, + "IoU": 0.8993050193050193, + "TN": 519221, + "TP": 5823, + "n_pred": 6117, + "n_ref": 6181 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739218985212078, + "FN": 2048, + "FP": 308, + "IoU": 0.9491693635382956, + "TN": 479346, + "TP": 43994, + "n_pred": 44302, + "n_ref": 46042 + }, + "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": 0.43412046543463384, + "FN": 6610, + "FP": 4, + "IoU": 0.277237460386843, + "TN": 516545, + "TP": 2537, + "n_pred": 2541, + "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": 0.399540757749713, + "FN": 2088, + "FP": 4, + "IoU": 0.24964131994261118, + "TN": 522908, + "TP": 696, + "n_pred": 700, + "n_ref": 2784 + }, + "3": { + "Dice": 0.050734312416555405, + "FN": 15, + "FP": 2118, + "IoU": 0.026027397260273973, + "TN": 523506, + "TP": 57, + "n_pred": 2175, + "n_ref": 72 + }, + "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": 0.6352941176470588, + "FN": 62, + "FP": 0, + "IoU": 0.46551724137931033, + "TN": 525580, + "TP": 54, + "n_pred": 54, + "n_ref": 116 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 794, + "IoU": 0.0, + "TN": 524881, + "TP": 0, + "n_pred": 794, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4053, + "IoU": 0.0, + "TN": 521643, + "TP": 0, + "n_pred": 4053, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1070, + "IoU": 0.0, + "TN": 699858, + "TP": 0, + "n_pred": 1070, + "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": 63, + "IoU": 0.0, + "TN": 700865, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8110180488380323, + "FN": 1703, + "FP": 1501, + "IoU": 0.6821113205675167, + "TN": 690849, + "TP": 6875, + "n_pred": 8376, + "n_ref": 8578 + }, + "6": { + "Dice": 0.012806830309498399, + "FN": 182, + "FP": 2593, + "IoU": 0.00644468313641246, + "TN": 698135, + "TP": 18, + "n_pred": 2611, + "n_ref": 200 + }, + "7": { + "Dice": 0.5611428571428572, + "FN": 3137, + "FP": 16831, + "IoU": 0.38999205718824465, + "TN": 668194, + "TP": 12766, + "n_pred": 29597, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9519249129713135, + "FN": 2381, + "FP": 892, + "IoU": 0.9082602236735151, + "TN": 665251, + "TP": 32404, + "n_pred": 33296, + "n_ref": 34785 + }, + "9": { + "Dice": 0.7918732109195001, + "FN": 2933, + "FP": 48, + "IoU": 0.6554553860379103, + "TN": 692276, + "TP": 5671, + "n_pred": 5719, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.507702401111374, + "FN": 1116.9066666666665, + "FP": 1385.0822222222225, + "IoU": 0.4293524750588677, + "TN": 576951.5622222222, + "TP": 4653.115555555556, + "n_pred": 6038.197777777778, + "n_ref": 5770.022222222223 + }, + "mean": { + "1": { + "Dice": 0.48901191078220824, + "FN": 430.1333333333333, + "FP": 343.6333333333333, + "IoU": 0.4421045310347728, + "TN": 575437.4, + "TP": 7895.5, + "n_pred": 8239.133333333333, + "n_ref": 8325.633333333333 + }, + "10": { + "Dice": 0.42327654139109044, + "FN": 1588.5666666666666, + "FP": 1615.9, + "IoU": 0.33342282478661206, + "TN": 576522.8666666667, + "TP": 4379.333333333333, + "n_pred": 5995.233333333334, + "n_ref": 5967.9 + }, + "11": { + "Dice": 0.2858598724563317, + "FN": 158.9, + "FP": 137.86666666666667, + "IoU": 0.20842730840065582, + "TN": 583633.5666666667, + "TP": 176.33333333333334, + "n_pred": 314.2, + "n_ref": 335.23333333333335 + }, + "12": { + "Dice": 0.36610834570936, + "FN": 297.3, + "FP": 135.63333333333333, + "IoU": 0.2713645018920122, + "TN": 583424.2, + "TP": 249.53333333333333, + "n_pred": 385.1666666666667, + "n_ref": 546.8333333333334 + }, + "13": { + "Dice": 0.35466804203606606, + "FN": 2025.4333333333334, + "FP": 2162.633333333333, + "IoU": 0.2447494360372773, + "TN": 578053.0, + "TP": 1865.6, + "n_pred": 4028.233333333333, + "n_ref": 3891.0333333333333 + }, + "14": { + "Dice": 0.4413140367607435, + "FN": 505.96666666666664, + "FP": 1246.3, + "IoU": 0.39658474940884175, + "TN": 579235.7666666667, + "TP": 3118.633333333333, + "n_pred": 4364.933333333333, + "n_ref": 3624.6 + }, + "15": { + "Dice": 0.3350811994781345, + "FN": 818.2, + "FP": 761.1333333333333, + "IoU": 0.27346781313426755, + "TN": 580188.8333333334, + "TP": 2338.5, + "n_pred": 3099.633333333333, + "n_ref": 3156.7 + }, + "2": { + "Dice": 0.7181509157684496, + "FN": 1003.5666666666667, + "FP": 312.3333333333333, + "IoU": 0.6355676394243516, + "TN": 578520.6, + "TP": 4270.166666666667, + "n_pred": 4582.5, + "n_ref": 5273.733333333334 + }, + "3": { + "Dice": 0.5018667388618908, + "FN": 4989.066666666667, + "FP": 1412.0333333333333, + "IoU": 0.47066070822769596, + "TN": 574220.4666666667, + "TP": 3485.1, + "n_pred": 4897.133333333333, + "n_ref": 8474.166666666666 + }, + "4": { + "Dice": 0.3600713022855175, + "FN": 369.6333333333333, + "FP": 268.06666666666666, + "IoU": 0.2885010107191996, + "TN": 582695.3, + "TP": 773.6666666666666, + "n_pred": 1041.7333333333333, + "n_ref": 1143.3 + }, + "5": { + "Dice": 0.5114048926167297, + "FN": 400.8666666666667, + "FP": 278.8, + "IoU": 0.3746853438806663, + "TN": 582731.3666666667, + "TP": 695.6333333333333, + "n_pred": 974.4333333333333, + "n_ref": 1096.5 + }, + "6": { + "Dice": 0.707480378902766, + "FN": 866.1666666666666, + "FP": 8616.1, + "IoU": 0.6291955730789591, + "TN": 553994.6333333333, + "TP": 20629.766666666666, + "n_pred": 29245.866666666665, + "n_ref": 21495.933333333334 + }, + "7": { + "Dice": 0.5828827355444066, + "FN": 1754.2333333333333, + "FP": 2341.0333333333333, + "IoU": 0.5143132371415468, + "TN": 569209.3, + "TP": 10802.1, + "n_pred": 13143.133333333333, + "n_ref": 12556.333333333334 + }, + "8": { + "Dice": 0.8218118200517927, + "FN": 482.3666666666667, + "FP": 422.3, + "IoU": 0.7560252608011689, + "TN": 577561.1666666666, + "TP": 5640.833333333333, + "n_pred": 6063.133333333333, + "n_ref": 6123.2 + }, + "9": { + "Dice": 0.7165472840251229, + "FN": 1063.2, + "FP": 722.4666666666667, + "IoU": 0.6012171879149876, + "TN": 578844.9666666667, + "TP": 3476.0333333333333, + "n_pred": 4198.5, + "n_ref": 4539.233333333334 + } + }, + "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": 0.4415991638359028, + "FN": 1105, + "FP": 1032, + "IoU": 0.28336686787391013, + "TN": 522714, + "TP": 845, + "n_pred": 1877, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6095238095238096, + "FN": 164, + "FP": 0, + "IoU": 0.4383561643835616, + "TN": 525404, + "TP": 128, + "n_pred": 128, + "n_ref": 292 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8844961940006619, + "FN": 2422, + "FP": 1417, + "IoU": 0.7929118567267235, + "TN": 507158, + "TP": 14699, + "n_pred": 16116, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 381228, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 525555, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41036009862273665, + "FN": 2234, + "FP": 147952, + "IoU": 0.25814657663487234, + "TN": 323249, + "TP": 52261, + "n_pred": 200213, + "n_ref": 54495 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 525259, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + }, + "8": { + "Dice": 0.9061624649859944, + "FN": 346, + "FP": 190, + "IoU": 0.8284250960307298, + "TN": 522572, + "TP": 2588, + "n_pred": 2778, + "n_ref": 2934 + }, + "9": { + "Dice": 0.2840466926070039, + "FN": 360, + "FP": 8, + "IoU": 0.1655328798185941, + "TN": 525255, + "TP": 73, + "n_pred": 81, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04555808656036447, + "FN": 395, + "FP": 24, + "IoU": 0.023310023310023312, + "TN": 525267, + "TP": 10, + "n_pred": 34, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 525596, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 525464, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1481, + "IoU": 0.0, + "TN": 524215, + "TP": 0, + "n_pred": 1481, + "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": 0.631460039536854, + "FN": 674, + "FP": 3241, + "IoU": 0.4614114733801073, + "TN": 518427, + "TP": 3354, + "n_pred": 6595, + "n_ref": 4028 + }, + "6": { + "Dice": 0.6521060842433697, + "FN": 455, + "FP": 1329, + "IoU": 0.4837962962962963, + "TN": 522240, + "TP": 1672, + "n_pred": 3001, + "n_ref": 2127 + }, + "7": { + "Dice": 0.711332141260617, + "FN": 5088, + "FP": 78, + "IoU": 0.5519902870522938, + "TN": 514165, + "TP": 6365, + "n_pred": 6443, + "n_ref": 11453 + }, + "8": { + "Dice": 0.9616101379053299, + "FN": 1786, + "FP": 583, + "IoU": 0.9260588657573582, + "TN": 493657, + "TP": 29670, + "n_pred": 30253, + "n_ref": 31456 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 525525, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708286106305554, + "FN": 891, + "FP": 2043, + "IoU": 0.9433109204729886, + "TN": 473940, + "TP": 48822, + "n_pred": 50865, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 525378, + "TP": 0, + "n_pred": 318, + "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": 265, + "IoU": 0.0, + "TN": 525431, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "7": { + "Dice": 0.8886674482219618, + "FN": 5521, + "FP": 177, + "IoU": 0.799641337599775, + "TN": 497257, + "TP": 22741, + "n_pred": 22918, + "n_ref": 28262 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0011.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": 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": 0.7064220183486238, + "FN": 182, + "FP": 10, + "IoU": 0.5460992907801419, + "TN": 700505, + "TP": 231, + "n_pred": 241, + "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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.740847280334728, + "FN": 1651, + "FP": 331, + "IoU": 0.5883696780893043, + "TN": 696113, + "TP": 2833, + "n_pred": 3164, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9788964181994192, + "FN": 2082, + "FP": 2060, + "IoU": 0.9586651497914297, + "TN": 600722, + "TP": 96064, + "n_pred": 98124, + "n_ref": 98146 + }, + "7": { + "Dice": 0.932655921513665, + "FN": 1182, + "FP": 740, + "IoU": 0.8738099927778872, + "TN": 685697, + "TP": 13309, + "n_pred": 14049, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8199765533411489, + "FN": 1831, + "FP": 2008, + "IoU": 0.6948815768558257, + "TN": 688346, + "TP": 8743, + "n_pred": 10751, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8290970802638177, + "FN": 1280, + "FP": 3151, + "IoU": 0.7080835364648528, + "TN": 685749, + "TP": 10748, + "n_pred": 13899, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7278288837408066, + "FN": 5096, + "FP": 7005, + "IoU": 0.5721155546126374, + "TN": 497415, + "TP": 16180, + "n_pred": 23185, + "n_ref": 21276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.477751756440281, + "FN": 173, + "FP": 50, + "IoU": 0.31384615384615383, + "TN": 525371, + "TP": 102, + "n_pred": 152, + "n_ref": 275 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9765279831419389, + "FN": 1130, + "FP": 1521, + "IoU": 0.9541325674342959, + "TN": 467899, + "TP": 55146, + "n_pred": 56667, + "n_ref": 56276 + }, + "7": { + "Dice": 0.753308080379134, + "FN": 12518, + "FP": 2005, + "IoU": 0.6042455786576559, + "TN": 488999, + "TP": 22174, + "n_pred": 24179, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9230058515552818, + "FN": 165, + "FP": 335, + "IoU": 0.8570203031169574, + "TN": 522199, + "TP": 2997, + "n_pred": 3332, + "n_ref": 3162 + }, + "9": { + "Dice": 0.862116991643454, + "FN": 72, + "FP": 126, + "IoU": 0.7576499388004896, + "TN": 524879, + "TP": 619, + "n_pred": 745, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706022915262545, + "FN": 5911, + "FP": 1286, + "IoU": 0.9428836722060854, + "TN": 574922, + "TP": 118809, + "n_pred": 120095, + "n_ref": 124720 + }, + "10": { + "Dice": 0.5703107633485973, + "FN": 2603, + "FP": 7062, + "IoU": 0.3989054045649605, + "TN": 684849, + "TP": 6414, + "n_pred": 13476, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5541035023523262, + "FN": 497, + "FP": 356, + "IoU": 0.38322487346348516, + "TN": 699545, + "TP": 530, + "n_pred": 886, + "n_ref": 1027 + }, + "13": { + "Dice": 0.6255021287855098, + "FN": 11995, + "FP": 3574, + "IoU": 0.4550768261523923, + "TN": 672357, + "TP": 13002, + "n_pred": 16576, + "n_ref": 24997 + }, + "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": 0.9245625619016177, + "FN": 595, + "FP": 1233, + "IoU": 0.8597083653108212, + "TN": 687898, + "TP": 11202, + "n_pred": 12435, + "n_ref": 11797 + }, + "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": 0.9352337095475541, + "FN": 4472, + "FP": 113, + "IoU": 0.878346467138953, + "TN": 663239, + "TP": 33104, + "n_pred": 33217, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9377173569396143, + "FN": 529, + "FP": 653, + "IoU": 0.8827380952380952, + "TN": 690848, + "TP": 8898, + "n_pred": 9551, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9092389357475494, + "FN": 1111, + "FP": 1676, + "IoU": 0.8335821341135726, + "TN": 684181, + "TP": 13960, + "n_pred": 15636, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "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": 2042, + "IoU": 0.0, + "TN": 698886, + "TP": 0, + "n_pred": 2042, + "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": 676, + "IoU": 0.0, + "TN": 700252, + "TP": 0, + "n_pred": 676, + "n_ref": 0 + }, + "5": { + "Dice": 0.16238159675236807, + "FN": 619, + "FP": 0, + "IoU": 0.08836524300441827, + "TN": 700249, + "TP": 60, + "n_pred": 60, + "n_ref": 679 + }, + "6": { + "Dice": 0.9504431626336522, + "FN": 1249, + "FP": 7205, + "IoU": 0.9055661673536409, + "TN": 611405, + "TP": 81069, + "n_pred": 88274, + "n_ref": 82318 + }, + "7": { + "Dice": 0.7492063492063492, + "FN": 100, + "FP": 137, + "IoU": 0.5989847715736041, + "TN": 700337, + "TP": 354, + "n_pred": 491, + "n_ref": 454 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 641, + "IoU": 0.0, + "TN": 700287, + "TP": 0, + "n_pred": 641, + "n_ref": 0 + }, + "9": { + "Dice": 0.5953681039352288, + "FN": 6439, + "FP": 8, + "IoU": 0.42386058981233243, + "TN": 689738, + "TP": 4743, + "n_pred": 4751, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 48, + "IoU": 0.0, + "TN": 700730, + "TP": 0, + "n_pred": 48, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 976, + "IoU": 0.0, + "TN": 699952, + "TP": 0, + "n_pred": 976, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 698223, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.2639863455338517, + "FN": 4155, + "FP": 3607, + "IoU": 0.15206467118199693, + "TN": 691774, + "TP": 1392, + "n_pred": 4999, + "n_ref": 5547 + }, + "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": 0.642100789743953, + "FN": 18709, + "FP": 1503, + "IoU": 0.47286336489059283, + "TN": 662585, + "TP": 18131, + "n_pred": 19634, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16836, + "IoU": 0.0, + "TN": 684092, + "TP": 0, + "n_pred": 16836, + "n_ref": 0 + }, + "4": { + "Dice": 0.5946312364425163, + "FN": 5780, + "FP": 3190, + "IoU": 0.42311402662550646, + "TN": 685379, + "TP": 6579, + "n_pred": 9769, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6911936746137399, + "FN": 5566, + "FP": 2089, + "IoU": 0.5281099741092343, + "TN": 684706, + "TP": 8567, + "n_pred": 10656, + "n_ref": 14133 + }, + "6": { + "Dice": 0.803447542461286, + "FN": 692, + "FP": 18715, + "IoU": 0.671468716143012, + "TN": 641856, + "TP": 39665, + "n_pred": 58380, + "n_ref": 40357 + }, + "7": { + "Dice": 0.5495334524518563, + "FN": 1854, + "FP": 4953, + "IoU": 0.378866684916507, + "TN": 689969, + "TP": 4152, + "n_pred": 9105, + "n_ref": 6006 + }, + "8": { + "Dice": 0.8809247334529716, + "FN": 4904, + "FP": 1864, + "IoU": 0.787189887746439, + "TN": 669125, + "TP": 25035, + "n_pred": 26899, + "n_ref": 29939 + }, + "9": { + "Dice": 0.7741150218074856, + "FN": 2526, + "FP": 4155, + "IoU": 0.6314744332285289, + "TN": 682799, + "TP": 11448, + "n_pred": 15603, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499866494136011, + "FN": 1328, + "FP": 1107, + "IoU": 0.9047376863190016, + "TN": 675367, + "TP": 23126, + "n_pred": 24233, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6454263058938936, + "FN": 11837, + "FP": 5513, + "IoU": 0.4764792854772035, + "TN": 667787, + "TP": 15791, + "n_pred": 21304, + "n_ref": 27628 + }, + "11": { + "Dice": 0.6331811263318112, + "FN": 226, + "FP": 15, + "IoU": 0.46325167037861914, + "TN": 700479, + "TP": 208, + "n_pred": 223, + "n_ref": 434 + }, + "12": { + "Dice": 0.6609406952965236, + "FN": 907, + "FP": 751, + "IoU": 0.4935858277336591, + "TN": 697654, + "TP": 1616, + "n_pred": 2367, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5367319071461083, + "FN": 903, + "FP": 9275, + "IoU": 0.36680353365683716, + "TN": 684854, + "TP": 5896, + "n_pred": 15171, + "n_ref": 6799 + }, + "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": 0.9150401836969001, + "FN": 67, + "FP": 81, + "IoU": 0.8433862433862434, + "TN": 699983, + "TP": 797, + "n_pred": 878, + "n_ref": 864 + }, + "3": { + "Dice": 0.929085751691032, + "FN": 70, + "FP": 580, + "IoU": 0.867563162184189, + "TN": 696020, + "TP": 4258, + "n_pred": 4838, + "n_ref": 4328 + }, + "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": 0.1989389920424403, + "FN": 93, + "FP": 4739, + "IoU": 0.11045655375552282, + "TN": 695496, + "TP": 600, + "n_pred": 5339, + "n_ref": 693 + }, + "7": { + "Dice": 0.9230699930179656, + "FN": 8559, + "FP": 1688, + "IoU": 0.8571309064038035, + "TN": 629205, + "TP": 61476, + "n_pred": 63164, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9540702968493899, + "FN": 832, + "FP": 429, + "IoU": 0.9121743975484051, + "TN": 686570, + "TP": 13097, + "n_pred": 13526, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8980262008733625, + "FN": 1169, + "FP": 1750, + "IoU": 0.8149251838701497, + "TN": 685156, + "TP": 12853, + "n_pred": 14603, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7693098133241993, + "FN": 1493, + "FP": 2548, + "IoU": 0.6251043696075703, + "TN": 690149, + "TP": 6738, + "n_pred": 9286, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7658119658119659, + "FN": 315, + "FP": 1055, + "IoU": 0.6204986149584487, + "TN": 697318, + "TP": 2240, + "n_pred": 3295, + "n_ref": 2555 + }, + "12": { + "Dice": 0.713090056913291, + "FN": 873, + "FP": 841, + "IoU": 0.5541103017689907, + "TN": 697084, + "TP": 2130, + "n_pred": 2971, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7220320662943613, + "FN": 2746, + "FP": 1883, + "IoU": 0.5649844939385396, + "TN": 690287, + "TP": 6012, + "n_pred": 7895, + "n_ref": 8758 + }, + "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": 5124, + "IoU": 0.0, + "TN": 695804, + "TP": 0, + "n_pred": 5124, + "n_ref": 0 + }, + "2": { + "Dice": 0.9572565365668814, + "FN": 942, + "FP": 1314, + "IoU": 0.9180172977687332, + "TN": 673410, + "TP": 25262, + "n_pred": 26576, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9317544251632284, + "FN": 562, + "FP": 2187, + "IoU": 0.8722286776667442, + "TN": 679413, + "TP": 18766, + "n_pred": 20953, + "n_ref": 19328 + }, + "4": { + "Dice": 0.21431747443308136, + "FN": 1728, + "FP": 39, + "IoU": 0.1200199203187251, + "TN": 698920, + "TP": 241, + "n_pred": 280, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9390131043162805, + "FN": 1203, + "FP": 5387, + "IoU": 0.8850374195349162, + "TN": 643605, + "TP": 50733, + "n_pred": 56120, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9072135379320235, + "FN": 4380, + "FP": 796, + "IoU": 0.8301837270341207, + "TN": 670448, + "TP": 25304, + "n_pred": 26100, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9326947315351651, + "FN": 667, + "FP": 401, + "IoU": 0.8738781294284365, + "TN": 692460, + "TP": 7400, + "n_pred": 7801, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8935564435564436, + "FN": 1395, + "FP": 2867, + "IoU": 0.8075933366439438, + "TN": 678777, + "TP": 17889, + "n_pred": 20756, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 525334, + "TP": 0, + "n_pred": 362, + "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": 0.8085568647112894, + "FN": 4443, + "FP": 2430, + "IoU": 0.6786365549165381, + "TN": 504309, + "TP": 14514, + "n_pred": 16944, + "n_ref": 18957 + }, + "15": { + "Dice": 0.6216530849825378, + "FN": 922, + "FP": 2003, + "IoU": 0.4510135135135135, + "TN": 520368, + "TP": 2403, + "n_pred": 4406, + "n_ref": 3325 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.8361454997371063, + "FN": 1410, + "FP": 5446, + "IoU": 0.7184278615138199, + "TN": 676579, + "TP": 17493, + "n_pred": 22939, + "n_ref": 18903 + }, + "11": { + "Dice": 0.006514657980456026, + "FN": 857, + "FP": 58, + "IoU": 0.0032679738562091504, + "TN": 700010, + "TP": 3, + "n_pred": 61, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3850096092248559, + "FN": 11676, + "FP": 17124, + "IoU": 0.23839746132487108, + "TN": 663113, + "TP": 9015, + "n_pred": 26139, + "n_ref": 20691 + }, + "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": 0.9408794282162835, + "FN": 2610, + "FP": 1956, + "IoU": 0.888359128585051, + "TN": 660029, + "TP": 36333, + "n_pred": 38289, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1450, + "IoU": 0.0, + "TN": 699478, + "TP": 0, + "n_pred": 1450, + "n_ref": 0 + }, + "4": { + "Dice": 0.8597507460066702, + "FN": 654, + "FP": 145, + "IoU": 0.7540024630541872, + "TN": 697680, + "TP": 2449, + "n_pred": 2594, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9438216642111332, + "FN": 846, + "FP": 1785, + "IoU": 0.893619602134886, + "TN": 676196, + "TP": 22101, + "n_pred": 23886, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 700776, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7244017807456873, + "FN": 957, + "FP": 3005, + "IoU": 0.5678918093576181, + "TN": 691759, + "TP": 5207, + "n_pred": 8212, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5714285714285714, + "FN": 36, + "FP": 0, + "IoU": 0.4, + "TN": 700868, + "TP": 24, + "n_pred": 24, + "n_ref": 60 + }, + "10": { + "Dice": 0.7719416386083052, + "FN": 5047, + "FP": 5113, + "IoU": 0.6285870955949552, + "TN": 673573, + "TP": 17195, + "n_pred": 22308, + "n_ref": 22242 + }, + "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": 0.5116494217894096, + "FN": 18817, + "FP": 1242, + "IoU": 0.3437694245428076, + "TN": 670361, + "TP": 10508, + "n_pred": 11750, + "n_ref": 29325 + }, + "14": { + "Dice": 0.9200031381573786, + "FN": 1170, + "FP": 1889, + "IoU": 0.8518572327957771, + "TN": 680279, + "TP": 17590, + "n_pred": 19479, + "n_ref": 18760 + }, + "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": 0.5324906367041199, + "FN": 2066, + "FP": 7920, + "IoU": 0.36285331461749504, + "TN": 685255, + "TP": 5687, + "n_pred": 13607, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9786216103563468, + "FN": 960, + "FP": 2579, + "IoU": 0.9581381594511473, + "TN": 616388, + "TP": 81001, + "n_pred": 83580, + "n_ref": 81961 + }, + "8": { + "Dice": 0.2921174652241113, + "FN": 34, + "FP": 882, + "IoU": 0.17104072398190046, + "TN": 699823, + "TP": 189, + "n_pred": 1071, + "n_ref": 223 + }, + "9": { + "Dice": 0.6784232365145229, + "FN": 3717, + "FP": 3, + "IoU": 0.5133437990580848, + "TN": 693284, + "TP": 3924, + "n_pred": 3927, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47806868412104725, + "FN": 2999, + "FP": 71, + "IoU": 0.31411974977658624, + "TN": 521220, + "TP": 1406, + "n_pred": 1477, + "n_ref": 4405 + }, + "10": { + "Dice": 0.4800541821876058, + "FN": 4200, + "FP": 3477, + "IoU": 0.31583637821941, + "TN": 514475, + "TP": 3544, + "n_pred": 7021, + "n_ref": 7744 + }, + "11": { + "Dice": 0.6801416961867056, + "FN": 969, + "FP": 566, + "IoU": 0.5153141774550047, + "TN": 522529, + "TP": 1632, + "n_pred": 2198, + "n_ref": 2601 + }, + "12": { + "Dice": 0.32512138104657434, + "FN": 2649, + "FP": 1104, + "IoU": 0.1941163839381576, + "TN": 521039, + "TP": 904, + "n_pred": 2008, + "n_ref": 3553 + }, + "13": { + "Dice": 0.39923793395427604, + "FN": 2806, + "FP": 19898, + "IoU": 0.24940491933350967, + "TN": 495448, + "TP": 7544, + "n_pred": 27442, + "n_ref": 10350 + }, + "14": { + "Dice": 0.930287859824781, + "FN": 6832, + "FP": 966, + "IoU": 0.8696618696618696, + "TN": 465867, + "TP": 52031, + "n_pred": 52997, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4894613583138173, + "FN": 187, + "FP": 2429, + "IoU": 0.324031007751938, + "TN": 521826, + "TP": 1254, + "n_pred": 3683, + "n_ref": 1441 + }, + "3": { + "Dice": 0.8786433808189784, + "FN": 2847, + "FP": 1225, + "IoU": 0.7835539254770637, + "TN": 506883, + "TP": 14741, + "n_pred": 15966, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8310949833526617, + "FN": 1208, + "FP": 3307, + "IoU": 0.7110030083850732, + "TN": 510073, + "TP": 11108, + "n_pred": 14415, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9482673549170684, + "FN": 5903, + "FP": 5001, + "IoU": 0.9016239624684229, + "TN": 414856, + "TP": 99936, + "n_pred": 104937, + "n_ref": 105839 + }, + "7": { + "Dice": 0.0, + "FN": 3267, + "FP": 26, + "IoU": 0.0, + "TN": 522403, + "TP": 0, + "n_pred": 26, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8535908115612773, + "FN": 17, + "FP": 2303, + "IoU": 0.7445777826709237, + "TN": 516613, + "TP": 6763, + "n_pred": 9066, + "n_ref": 6780 + }, + "9": { + "Dice": 0.8235828694763149, + "FN": 735, + "FP": 818, + "IoU": 0.7000772499034377, + "TN": 520518, + "TP": 3625, + "n_pred": 4443, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9507716570913597, + "FN": 134, + "FP": 303, + "IoU": 0.9061627657290101, + "TN": 521039, + "TP": 4220, + "n_pred": 4523, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8116481886872396, + "FN": 14587, + "FP": 6751, + "IoU": 0.6830032831696701, + "TN": 458383, + "TP": 45975, + "n_pred": 52726, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7399895086553593, + "FN": 1157, + "FP": 330, + "IoU": 0.5872883708021094, + "TN": 522093, + "TP": 2116, + "n_pred": 2446, + "n_ref": 3273 + }, + "13": { + "Dice": 0.16541889483065952, + "FN": 214, + "FP": 4468, + "IoU": 0.09016712009327633, + "TN": 520550, + "TP": 464, + "n_pred": 4932, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 13263, + "IoU": 0.0, + "TN": 512433, + "TP": 0, + "n_pred": 13263, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 525584, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9094560477392701, + "FN": 206, + "FP": 1372, + "IoU": 0.8339471745764495, + "TN": 516193, + "TP": 7925, + "n_pred": 9297, + "n_ref": 8131 + }, + "7": { + "Dice": 0.798936986105909, + "FN": 2970, + "FP": 8303, + "IoU": 0.6651915651915652, + "TN": 492026, + "TP": 22397, + "n_pred": 30700, + "n_ref": 25367 + }, + "8": { + "Dice": 0.9320506947625592, + "FN": 1275, + "FP": 505, + "IoU": 0.872748069774092, + "TN": 511708, + "TP": 12208, + "n_pred": 12713, + "n_ref": 13483 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0142.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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7364828453386025, + "FN": 1089, + "FP": 378, + "IoU": 0.5828831390389536, + "TN": 522179, + "TP": 2050, + "n_pred": 2428, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2714227807053101, + "FN": 6932, + "FP": 2055, + "IoU": 0.15702091736234874, + "TN": 515035, + "TP": 1674, + "n_pred": 3729, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 36810, + "IoU": 0.0, + "TN": 488886, + "TP": 0, + "n_pred": 36810, + "n_ref": 0 + }, + "7": { + "Dice": 0.09406657018813314, + "FN": 224, + "FP": 9792, + "IoU": 0.04935459377372817, + "TN": 515160, + "TP": 520, + "n_pred": 10312, + "n_ref": 744 + }, + "8": { + "Dice": 0.9223211946554886, + "FN": 6, + "FP": 1180, + "IoU": 0.8558405251002795, + "TN": 517469, + "TP": 7041, + "n_pred": 8221, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7738927738927739, + "FN": 87, + "FP": 10, + "IoU": 0.6311787072243346, + "TN": 525433, + "TP": 166, + "n_pred": 176, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 9228, + "IoU": 0.0, + "TN": 341236, + "TP": 0, + "n_pred": 9228, + "n_ref": 0 + }, + "15": { + "Dice": 0.03073307421133508, + "FN": 10723, + "FP": 0, + "IoU": 0.015606352703571101, + "TN": 339571, + "TP": 170, + "n_pred": 170, + "n_ref": 10893 + }, + "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": 0.8161263960773631, + "FN": 1644, + "FP": 381, + "IoU": 0.689369535204786, + "TN": 343945, + "TP": 4494, + "n_pred": 4875, + "n_ref": 6138 + }, + "7": { + "Dice": 0.9309836669532113, + "FN": 463, + "FP": 1785, + "IoU": 0.8708788052843194, + "TN": 333054, + "TP": 15162, + "n_pred": 16947, + "n_ref": 15625 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8716644313924987, + "FN": 2650, + "FP": 125, + "IoU": 0.7725223378965489, + "TN": 513497, + "TP": 9424, + "n_pred": 9549, + "n_ref": 12074 + }, + "15": { + "Dice": 0.7338967492799038, + "FN": 8038, + "FP": 369, + "IoU": 0.57965, + "TN": 505696, + "TP": 11593, + "n_pred": 11962, + "n_ref": 19631 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.9159728356090993, + "FN": 5170, + "FP": 633, + "IoU": 0.8449722162855311, + "TN": 663496, + "TP": 31629, + "n_pred": 32262, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3146, + "IoU": 0.0, + "TN": 697782, + "TP": 0, + "n_pred": 3146, + "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": 0.852209540532631, + "FN": 487, + "FP": 18, + "IoU": 0.7424783273839878, + "TN": 698967, + "TP": 1456, + "n_pred": 1474, + "n_ref": 1943 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.0, + "FN": 145, + "FP": 0, + "IoU": 0.0, + "TN": 525551, + "TP": 0, + "n_pred": 0, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6678383128295254, + "FN": 131, + "FP": 58, + "IoU": 0.5013192612137203, + "TN": 525317, + "TP": 190, + "n_pred": 248, + "n_ref": 321 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 525623, + "TP": 0, + "n_pred": 73, + "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": 0.6606883485948848, + "FN": 2934, + "FP": 2439, + "IoU": 0.49330441342889475, + "TN": 515092, + "TP": 5231, + "n_pred": 7670, + "n_ref": 8165 + }, + "6": { + "Dice": 0.921903284199638, + "FN": 795, + "FP": 413, + "IoU": 0.8551211321659871, + "TN": 517358, + "TP": 7130, + "n_pred": 7543, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9219425082089983, + "FN": 1069, + "FP": 1641, + "IoU": 0.855188628834028, + "TN": 506982, + "TP": 16004, + "n_pred": 17645, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9646235197735905, + "FN": 1004, + "FP": 421, + "IoU": 0.9316645087037836, + "TN": 504843, + "TP": 19428, + "n_pred": 19849, + "n_ref": 20432 + }, + "9": { + "Dice": 0.8083441981747066, + "FN": 272, + "FP": 22, + "IoU": 0.6783369803063457, + "TN": 524782, + "TP": 620, + "n_pred": 642, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 525590, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1509, + "IoU": 0.0, + "TN": 524187, + "TP": 0, + "n_pred": 1509, + "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": 365, + "IoU": 0.0, + "TN": 525331, + "TP": 0, + "n_pred": 365, + "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": 34827, + "IoU": 0.0, + "TN": 490869, + "TP": 0, + "n_pred": 34827, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0224.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": 0.9656087355852638, + "FN": 201, + "FP": 136, + "IoU": 0.9335043409629045, + "TN": 520628, + "TP": 4731, + "n_pred": 4867, + "n_ref": 4932 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 84, + "FP": 4303, + "IoU": 0.0, + "TN": 521309, + "TP": 0, + "n_pred": 4303, + "n_ref": 84 + }, + "15": { + "Dice": 0.0425531914893617, + "FN": 37, + "FP": 5183, + "IoU": 0.021739130434782608, + "TN": 520360, + "TP": 116, + "n_pred": 5299, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9216710182767625, + "FN": 53, + "FP": 7, + "IoU": 0.8547215496368039, + "TN": 525283, + "TP": 353, + "n_pred": 360, + "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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 700731, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3209, + "IoU": 0.0, + "TN": 697719, + "TP": 0, + "n_pred": 3209, + "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": 0.9729417317676977, + "FN": 876, + "FP": 1933, + "IoU": 0.9473091857215209, + "TN": 647617, + "TP": 50502, + "n_pred": 52435, + "n_ref": 51378 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9308983786147456, + "FN": 1195, + "FP": 4810, + "IoU": 0.8707295546035778, + "TN": 479243, + "TP": 40448, + "n_pred": 45258, + "n_ref": 41643 + }, + "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": 4831, + "IoU": 0.0, + "TN": 520865, + "TP": 0, + "n_pred": 4831, + "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": 0.7227056962025317, + "FN": 2209, + "FP": 595, + "IoU": 0.5658098482502323, + "TN": 519238, + "TP": 3654, + "n_pred": 4249, + "n_ref": 5863 + }, + "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": 0.9752231879498171, + "FN": 1017, + "FP": 243, + "IoU": 0.9516444717350424, + "TN": 499639, + "TP": 24797, + "n_pred": 25040, + "n_ref": 25814 + }, + "9": { + "Dice": 0.9316716802750322, + "FN": 59, + "FP": 259, + "IoU": 0.8720836685438456, + "TN": 523210, + "TP": 2168, + "n_pred": 2427, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.331350114416476, + "FN": 1295, + "FP": 166, + "IoU": 0.19857377948436644, + "TN": 699105, + "TP": 362, + "n_pred": 528, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 613, + "IoU": 0.0, + "TN": 700315, + "TP": 0, + "n_pred": 613, + "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": 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": 68, + "FP": 101, + "IoU": 0.0, + "TN": 700759, + "TP": 0, + "n_pred": 101, + "n_ref": 68 + }, + "5": { + "Dice": 0.2, + "FN": 24, + "FP": 0, + "IoU": 0.1111111111111111, + "TN": 700901, + "TP": 3, + "n_pred": 3, + "n_ref": 27 + }, + "6": { + "Dice": 0.9006385102074431, + "FN": 4900, + "FP": 15610, + "IoU": 0.8192378199252627, + "TN": 587464, + "TP": 92954, + "n_pred": 108564, + "n_ref": 97854 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.8929001203369434, + "FN": 58, + "FP": 31, + "IoU": 0.8065217391304348, + "TN": 700468, + "TP": 371, + "n_pred": 402, + "n_ref": 429 + }, + "9": { + "Dice": 0.6788745348885823, + "FN": 11717, + "FP": 3645, + "IoU": 0.5138607594936709, + "TN": 669328, + "TP": 16238, + "n_pred": 19883, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0403.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": 81, + "IoU": 0.0, + "TN": 525615, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16406, + "IoU": 0.0, + "TN": 509290, + "TP": 0, + "n_pred": 16406, + "n_ref": 0 + }, + "15": { + "Dice": 0.9167322963838026, + "FN": 4826, + "FP": 5324, + "IoU": 0.8462656952880057, + "TN": 459673, + "TP": 55873, + "n_pred": 61197, + "n_ref": 60699 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6211765671056605, + "FN": 1440.1733333333334, + "FP": 1058.4266666666665, + "IoU": 0.532234412207387, + "TN": 570362.4177777779, + "TP": 5404.582222222222, + "n_pred": 6463.0088888888895, + "n_ref": 6844.755555555555 + }, + "mean": { + "1": { + "Dice": 0.6252920832839283, + "FN": 4431.566666666667, + "FP": 233.46666666666667, + "IoU": 0.5901072790695997, + "TN": 570794.4666666667, + "TP": 2806.1, + "n_pred": 3039.5666666666666, + "n_ref": 7237.666666666667 + }, + "10": { + "Dice": 0.6400947500180907, + "FN": 2620.6, + "FP": 1626.7333333333333, + "IoU": 0.5232208998631153, + "TN": 567639.1, + "TP": 6379.166666666667, + "n_pred": 8005.9, + "n_ref": 8999.766666666666 + }, + "11": { + "Dice": 0.5015397835709993, + "FN": 107.63333333333334, + "FP": 76.63333333333334, + "IoU": 0.3585340007340024, + "TN": 577924.6666666666, + "TP": 156.66666666666666, + "n_pred": 233.3, + "n_ref": 264.3 + }, + "12": { + "Dice": 0.5444885605625533, + "FN": 177.83333333333334, + "FP": 53.3, + "IoU": 0.41183535230137946, + "TN": 577840.1666666666, + "TP": 194.3, + "n_pred": 247.6, + "n_ref": 372.1333333333333 + }, + "13": { + "Dice": 0.5416106318447323, + "FN": 1648.7666666666667, + "FP": 700.6333333333333, + "IoU": 0.42506899171044676, + "TN": 573538.4666666667, + "TP": 2377.733333333333, + "n_pred": 3078.366666666667, + "n_ref": 4026.5 + }, + "14": { + "Dice": 0.6488126494601918, + "FN": 764.4666666666667, + "FP": 336.3, + "IoU": 0.5339722922668145, + "TN": 575907.8333333334, + "TP": 1257.0, + "n_pred": 1593.3, + "n_ref": 2021.4666666666667 + }, + "15": { + "Dice": 0.5252752336153469, + "FN": 960.1333333333333, + "FP": 250.06666666666666, + "IoU": 0.4345753426869529, + "TN": 574541.5, + "TP": 2513.9, + "n_pred": 2763.9666666666667, + "n_ref": 3474.0333333333333 + }, + "2": { + "Dice": 0.9429128107747321, + "FN": 696.6666666666666, + "FP": 210.8, + "IoU": 0.8929718961833629, + "TN": 569616.6333333333, + "TP": 7741.5, + "n_pred": 7952.3, + "n_ref": 8438.166666666666 + }, + "3": { + "Dice": 0.5569666009042957, + "FN": 148.16666666666666, + "FP": 439.3333333333333, + "IoU": 0.5251028245476403, + "TN": 571140.2, + "TP": 6537.9, + "n_pred": 6977.233333333334, + "n_ref": 6686.066666666667 + }, + "4": { + "Dice": 0.4055238335379032, + "FN": 949.7333333333333, + "FP": 264.2, + "IoU": 0.33916037830326073, + "TN": 575234.5666666667, + "TP": 1817.1, + "n_pred": 2081.3, + "n_ref": 2766.8333333333335 + }, + "5": { + "Dice": 0.592447643076889, + "FN": 327.96666666666664, + "FP": 194.4, + "IoU": 0.4871954207817907, + "TN": 576833.3, + "TP": 909.9333333333333, + "n_pred": 1104.3333333333333, + "n_ref": 1237.9 + }, + "6": { + "Dice": 0.821745928018718, + "FN": 2862.633333333333, + "FP": 7050.4, + "IoU": 0.7486930391088479, + "TN": 535570.1666666666, + "TP": 32782.4, + "n_pred": 39832.8, + "n_ref": 35645.03333333333 + }, + "7": { + "Dice": 0.5825953782528024, + "FN": 2372.0666666666666, + "FP": 3524.4, + "IoU": 0.4888704506292998, + "TN": 565894.9333333333, + "TP": 6474.2, + "n_pred": 9998.6, + "n_ref": 8846.266666666666 + }, + "8": { + "Dice": 0.7124335621937492, + "FN": 2699.9, + "FP": 402.23333333333335, + "IoU": 0.6457819584711176, + "TN": 569361.5, + "TP": 5801.966666666666, + "n_pred": 6204.2, + "n_ref": 8501.866666666667 + }, + "9": { + "Dice": 0.6759090574699775, + "FN": 834.4666666666667, + "FP": 513.5, + "IoU": 0.5784260564531749, + "TN": 573598.7666666667, + "TP": 3318.866666666667, + "n_pred": 3832.366666666667, + "n_ref": 4153.333333333333 + } + }, + "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": 0.7274256280878797, + "FN": 3782, + "FP": 1404, + "IoU": 0.5716173798116636, + "TN": 513590, + "TP": 6920, + "n_pred": 8324, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8771038639981036, + "FN": 916, + "FP": 2713, + "IoU": 0.7811086314011702, + "TN": 509117, + "TP": 12950, + "n_pred": 15663, + "n_ref": 13866 + }, + "7": { + "Dice": 0.46319272125723737, + "FN": 0, + "FP": 649, + "IoU": 0.3013993541442411, + "TN": 524767, + "TP": 280, + "n_pred": 929, + "n_ref": 280 + }, + "8": { + "Dice": 0.9593064762876083, + "FN": 1173, + "FP": 423, + "IoU": 0.9217953743629949, + "TN": 505288, + "TP": 18812, + "n_pred": 19235, + "n_ref": 19985 + }, + "9": { + "Dice": 0.873780487804878, + "FN": 2778, + "FP": 534, + "IoU": 0.7758527341635084, + "TN": 510920, + "TP": 11464, + "n_pred": 11998, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 22, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 22, + "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": 0.51142426137827, + "FN": 26193, + "FP": 365, + "IoU": 0.3435661673834594, + "TN": 485238, + "TP": 13900, + "n_pred": 14265, + "n_ref": 40093 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0021.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": 0.901840490797546, + "FN": 3378, + "FP": 2926, + "IoU": 0.8212290502793296, + "TN": 490433, + "TP": 28959, + "n_pred": 31885, + "n_ref": 32337 + }, + "15": { + "Dice": 0.828108761507448, + "FN": 22666, + "FP": 655, + "IoU": 0.7066430179755211, + "TN": 446199, + "TP": 56176, + "n_pred": 56831, + "n_ref": 78842 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0033.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": 0.9000478944847659, + "FN": 7030, + "FP": 1109, + "IoU": 0.8182609860664523, + "TN": 480912, + "TP": 36645, + "n_pred": 37754, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 786, + "IoU": 0.0, + "TN": 524910, + "TP": 0, + "n_pred": 786, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 525041, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9704521015475245, + "FN": 2010, + "FP": 1782, + "IoU": 0.9426002452204714, + "TN": 459633, + "TP": 62271, + "n_pred": 64053, + "n_ref": 64281 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.8133638550027528, + "FN": 10326, + "FP": 2556, + "IoU": 0.6854366087126392, + "TN": 484744, + "TP": 28070, + "n_pred": 30626, + "n_ref": 38396 + }, + "11": { + "Dice": 0.35294117647058826, + "FN": 2, + "FP": 20, + "IoU": 0.21428571428571427, + "TN": 525668, + "TP": 6, + "n_pred": 26, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8472976329891053, + "FN": 1451, + "FP": 2852, + "IoU": 0.735053260267225, + "TN": 509455, + "TP": 11938, + "n_pred": 14790, + "n_ref": 13389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8913539590374672, + "FN": 843, + "FP": 2918, + "IoU": 0.8040022929803533, + "TN": 506507, + "TP": 15428, + "n_pred": 18346, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9655965175660651, + "FN": 3189, + "FP": 2288, + "IoU": 0.9334815030727003, + "TN": 443358, + "TP": 76861, + "n_pred": 79149, + "n_ref": 80050 + }, + "7": { + "Dice": 0.8377640465584135, + "FN": 131, + "FP": 4385, + "IoU": 0.7208209693372898, + "TN": 509520, + "TP": 11660, + "n_pred": 16045, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8566688785666888, + "FN": 298, + "FP": 134, + "IoU": 0.7492745211839814, + "TN": 523973, + "TP": 1291, + "n_pred": 1425, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7185871453387377, + "FN": 1461, + "FP": 1455, + "IoU": 0.5607772254857659, + "TN": 519057, + "TP": 3723, + "n_pred": 5178, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3377777777777778, + "FN": 5328, + "FP": 36, + "IoU": 0.20320855614973263, + "TN": 694196, + "TP": 1368, + "n_pred": 1404, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7402985074626866, + "FN": 379, + "FP": 665, + "IoU": 0.5876777251184834, + "TN": 698396, + "TP": 1488, + "n_pred": 2153, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "13": { + "Dice": 0.7096578867696034, + "FN": 3791, + "FP": 45, + "IoU": 0.5499765368371656, + "TN": 692404, + "TP": 4688, + "n_pred": 4733, + "n_ref": 8479 + }, + "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": 0.9318088447263789, + "FN": 7031, + "FP": 2762, + "IoU": 0.872324059346562, + "TN": 624226, + "TP": 66909, + "n_pred": 69671, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3448, + "IoU": 0.0, + "TN": 697480, + "TP": 0, + "n_pred": 3448, + "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": 0.8595518775860723, + "FN": 1437, + "FP": 362, + "IoU": 0.753696604600219, + "TN": 693624, + "TP": 5505, + "n_pred": 5867, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8598228035439291, + "FN": 2372, + "FP": 18655, + "IoU": 0.7541133134537801, + "TN": 615413, + "TP": 64488, + "n_pred": 83143, + "n_ref": 66860 + }, + "7": { + "Dice": 0.6207584830339321, + "FN": 15799, + "FP": 1681, + "IoU": 0.45007235890014474, + "TN": 669142, + "TP": 14306, + "n_pred": 15987, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9552107298448285, + "FN": 448, + "FP": 467, + "IoU": 0.9142616191904048, + "TN": 690256, + "TP": 9757, + "n_pred": 10224, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7126183659986787, + "FN": 1185, + "FP": 120, + "IoU": 0.5535408826548067, + "TN": 698005, + "TP": 1618, + "n_pred": 1738, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.5703205201323144, + "FN": 19272, + "FP": 3330, + "IoU": 0.3989149513323759, + "TN": 663326, + "TP": 15000, + "n_pred": 18330, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.36766516208453015, + "FN": 1409, + "FP": 132, + "IoU": 0.2252388134741076, + "TN": 698939, + "TP": 448, + "n_pred": 580, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 1724, + "IoU": 0.0, + "TN": 698439, + "TP": 0, + "n_pred": 1724, + "n_ref": 765 + }, + "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": 0.7524752475247525, + "FN": 0, + "FP": 25, + "IoU": 0.6031746031746031, + "TN": 700865, + "TP": 38, + "n_pred": 63, + "n_ref": 38 + }, + "4": { + "Dice": 0.8251358374675172, + "FN": 963, + "FP": 2738, + "IoU": 0.7023244591007802, + "TN": 688495, + "TP": 8732, + "n_pred": 11470, + "n_ref": 9695 + }, + "5": { + "Dice": 0.685972850678733, + "FN": 128, + "FP": 219, + "IoU": 0.522038567493113, + "TN": 700202, + "TP": 379, + "n_pred": 598, + "n_ref": 507 + }, + "6": { + "Dice": 0.9141365407774761, + "FN": 5773, + "FP": 5706, + "IoU": 0.8418521988316985, + "TN": 628344, + "TP": 61105, + "n_pred": 66811, + "n_ref": 66878 + }, + "7": { + "Dice": 0.6411218645072092, + "FN": 5244, + "FP": 207, + "IoU": 0.47180232558139534, + "TN": 690608, + "TP": 4869, + "n_pred": 5076, + "n_ref": 10113 + }, + "8": { + "Dice": 0.927430946738666, + "FN": 771, + "FP": 2965, + "IoU": 0.8646818066572495, + "TN": 673319, + "TP": 23873, + "n_pred": 26838, + "n_ref": 24644 + }, + "9": { + "Dice": 0.2294455066921606, + "FN": 84, + "FP": 319, + "IoU": 0.12958963282937366, + "TN": 700465, + "TP": 60, + "n_pred": 379, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.2222222222222222, + "FN": 7, + "FP": 0, + "IoU": 0.125, + "TN": 700920, + "TP": 1, + "n_pred": 1, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2694898941289702, + "FN": 83, + "FP": 676, + "IoU": 0.1557285873192436, + "TN": 700029, + "TP": 140, + "n_pred": 816, + "n_ref": 223 + }, + "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": 0.7339449541284404, + "FN": 7, + "FP": 138, + "IoU": 0.5797101449275363, + "TN": 700583, + "TP": 200, + "n_pred": 338, + "n_ref": 207 + }, + "6": { + "Dice": 0.9690746646285218, + "FN": 1698, + "FP": 4169, + "IoU": 0.9400047039093578, + "TN": 603137, + "TP": 91924, + "n_pred": 96093, + "n_ref": 93622 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "8": { + "Dice": 0.7734957842228403, + "FN": 2507, + "FP": 2624, + "IoU": 0.6306507342355312, + "TN": 687036, + "TP": 8761, + "n_pred": 11385, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8348154772953544, + "FN": 9391, + "FP": 398, + "IoU": 0.7164663287472846, + "TN": 666403, + "TP": 24736, + "n_pred": 25134, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9098884086950912, + "FN": 307, + "FP": 1090, + "IoU": 0.8346745562130178, + "TN": 517246, + "TP": 7053, + "n_pred": 8143, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8590922574903589, + "FN": 1540, + "FP": 360, + "IoU": 0.7529901196047842, + "TN": 518004, + "TP": 5792, + "n_pred": 6152, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6471403812824956, + "FN": 1717, + "FP": 319, + "IoU": 0.4783499871893415, + "TN": 521793, + "TP": 1867, + "n_pred": 2186, + "n_ref": 3584 + }, + "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": 0.957207997193967, + "FN": 449, + "FP": 527, + "IoU": 0.9179280188361923, + "TN": 513804, + "TP": 10916, + "n_pred": 11443, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7996137131820377, + "FN": 32, + "FP": 383, + "IoU": 0.666130329847144, + "TN": 524453, + "TP": 828, + "n_pred": 1211, + "n_ref": 860 + }, + "6": { + "Dice": 0.5615982241953386, + "FN": 578, + "FP": 212, + "IoU": 0.3904320987654321, + "TN": 524400, + "TP": 506, + "n_pred": 718, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9493446381450881, + "FN": 1989, + "FP": 1524, + "IoU": 0.9035737812911726, + "TN": 489264, + "TP": 32919, + "n_pred": 34443, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9446977496690689, + "FN": 219, + "FP": 1285, + "IoU": 0.895191637630662, + "TN": 511346, + "TP": 12846, + "n_pred": 14131, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7477591913409071, + "FN": 10690, + "FP": 3409, + "IoU": 0.5971368974483527, + "TN": 665931, + "TP": 20898, + "n_pred": 24307, + "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": 0.7742835816051666, + "FN": 5902, + "FP": 1053, + "IoU": 0.6316987926286803, + "TN": 682044, + "TP": 11929, + "n_pred": 12982, + "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": 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": 0.9162623778826344, + "FN": 2481, + "FP": 39, + "IoU": 0.8454651376709389, + "TN": 684621, + "TP": 13787, + "n_pred": 13826, + "n_ref": 16268 + }, + "7": { + "Dice": 0.848264565946494, + "FN": 8558, + "FP": 1169, + "IoU": 0.73650991440026, + "TN": 664012, + "TP": 27189, + "n_pred": 28358, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9363086936308693, + "FN": 264, + "FP": 10, + "IoU": 0.8802447552447552, + "TN": 698640, + "TP": 2014, + "n_pred": 2024, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9478959429852175, + "FN": 1702, + "FP": 367, + "IoU": 0.9009526545071569, + "TN": 680039, + "TP": 18820, + "n_pred": 19187, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 0.7605633802816901, + "FN": 4, + "FP": 217, + "IoU": 0.6136363636363636, + "TN": 525124, + "TP": 351, + "n_pred": 568, + "n_ref": 355 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0133.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": 0.385070214338507, + "FN": 1484, + "FP": 180, + "IoU": 0.23844393592677346, + "TN": 348279, + "TP": 521, + "n_pred": 701, + "n_ref": 2005 + }, + "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": 0.9701860534287212, + "FN": 2674, + "FP": 1135, + "IoU": 0.9420983825854311, + "TN": 284680, + "TP": 61975, + "n_pred": 63110, + "n_ref": 64649 + }, + "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": 0.9738516918646508, + "FN": 830, + "FP": 2802, + "IoU": 0.9490360059495412, + "TN": 279198, + "TP": 67634, + "n_pred": 70436, + "n_ref": 68464 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0005663182236485051, + "FN": 127065, + "FP": 0, + "IoU": 0.00028323931361673, + "TN": 398595, + "TP": 36, + "n_pred": 36, + "n_ref": 127101 + }, + "10": { + "Dice": 0.8024062933826932, + "FN": 427, + "FP": 0, + "IoU": 0.6700154559505409, + "TN": 524402, + "TP": 867, + "n_pred": 867, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.846023278370514, + "FN": 265, + "FP": 1005, + "IoU": 0.7331372137003572, + "TN": 520937, + "TP": 3489, + "n_pred": 4494, + "n_ref": 3754 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9390596270028894, + "FN": 808, + "FP": 120, + "IoU": 0.8851200792275316, + "TN": 517618, + "TP": 7150, + "n_pred": 7270, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.39523061364539314, + "FN": 3772, + "FP": 130182, + "IoU": 0.24628499085666056, + "TN": 347971, + "TP": 43771, + "n_pred": 173953, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9346020064966798, + "FN": 1507, + "FP": 3043, + "IoU": 0.8772327451297826, + "TN": 488634, + "TP": 32512, + "n_pred": 35555, + "n_ref": 34019 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.14297786040223087, + "FN": 5071, + "FP": 0, + "IoU": 0.07699308336366946, + "TN": 520202, + "TP": 423, + "n_pred": 423, + "n_ref": 5494 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.3954491957630443, + "FN": 1504, + "FP": 37, + "IoU": 0.24645476772616137, + "TN": 523651, + "TP": 504, + "n_pred": 541, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9745870633033681, + "FN": 1751, + "FP": 2300, + "IoU": 0.9504337505658946, + "TN": 443967, + "TP": 77678, + "n_pred": 79978, + "n_ref": 79429 + }, + "7": { + "Dice": 0.023474178403755867, + "FN": 3, + "FP": 20381, + "IoU": 0.011876484560570071, + "TN": 505067, + "TP": 245, + "n_pred": 20626, + "n_ref": 248 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9913150500429603, + "FN": 107, + "FP": 641, + "IoU": 0.9827796578953427, + "TN": 482259, + "TP": 42689, + "n_pred": 43330, + "n_ref": 42796 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8335720233139051, + "FN": 3961, + "FP": 6033, + "IoU": 0.7146365141910799, + "TN": 665906, + "TP": 25028, + "n_pred": 31061, + "n_ref": 28989 + }, + "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": 0.7663609707405328, + "FN": 3607, + "FP": 7628, + "IoU": 0.6212197835541621, + "TN": 671267, + "TP": 18426, + "n_pred": 26054, + "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": 0.6563589822879623, + "FN": 19968, + "FP": 35, + "IoU": 0.4884928144018821, + "TN": 661822, + "TP": 19103, + "n_pred": 19138, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.907249698670197, + "FN": 1833, + "FP": 7555, + "IoU": 0.8302442905448167, + "TN": 645625, + "TP": 45915, + "n_pred": 53470, + "n_ref": 47748 + }, + "7": { + "Dice": 0.5063891395119495, + "FN": 7936, + "FP": 15589, + "IoU": 0.33903686221622836, + "TN": 665336, + "TP": 12067, + "n_pred": 27656, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8673835125448028, + "FN": 18, + "FP": 463, + "IoU": 0.7658227848101266, + "TN": 698874, + "TP": 1573, + "n_pred": 2036, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1202, + "IoU": 0.0, + "TN": 699726, + "TP": 0, + "n_pred": 1202, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.08608608608608609, + "FN": 1826, + "FP": 0, + "IoU": 0.04497907949790795, + "TN": 523784, + "TP": 86, + "n_pred": 86, + "n_ref": 1912 + }, + "11": { + "Dice": 0.5647178963492469, + "FN": 773, + "FP": 932, + "IoU": 0.3934542867307008, + "TN": 522885, + "TP": 1106, + "n_pred": 2038, + "n_ref": 1879 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5422247553908995, + "FN": 4069, + "FP": 750, + "IoU": 0.3719536035448977, + "TN": 518023, + "TP": 2854, + "n_pred": 3604, + "n_ref": 6923 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9465925255398939, + "FN": 529, + "FP": 297, + "IoU": 0.8986005401424012, + "TN": 517550, + "TP": 7320, + "n_pred": 7617, + "n_ref": 7849 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 524581, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9267063062528729, + "FN": 2227, + "FP": 7659, + "IoU": 0.8634228558797524, + "TN": 453312, + "TP": 62498, + "n_pred": 70157, + "n_ref": 64725 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9437914767730071, + "FN": 491, + "FP": 212, + "IoU": 0.893565480696442, + "TN": 519091, + "TP": 5902, + "n_pred": 6114, + "n_ref": 6393 + }, + "9": { + "Dice": 0.4134406937132239, + "FN": 6581, + "FP": 4783, + "IoU": 0.2605894983408159, + "TN": 510327, + "TP": 4005, + "n_pred": 8788, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.5919651500484027, + "FN": 6675, + "FP": 20301, + "IoU": 0.4204193881058783, + "TN": 654384, + "TP": 19568, + "n_pred": 39869, + "n_ref": 26243 + }, + "11": { + "Dice": 0.743988684582744, + "FN": 584, + "FP": 502, + "IoU": 0.5923423423423423, + "TN": 698264, + "TP": 1578, + "n_pred": 2080, + "n_ref": 2162 + }, + "12": { + "Dice": 0.6965213914434226, + "FN": 1235, + "FP": 283, + "IoU": 0.5343558282208589, + "TN": 697668, + "TP": 1742, + "n_pred": 2025, + "n_ref": 2977 + }, + "13": { + "Dice": 0.5403539059128183, + "FN": 1808, + "FP": 322, + "IoU": 0.3701951507983442, + "TN": 697546, + "TP": 1252, + "n_pred": 1574, + "n_ref": 3060 + }, + "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": 0.9719962793643254, + "FN": 778, + "FP": 637, + "IoU": 0.945518250423533, + "TN": 674956, + "TP": 24557, + "n_pred": 25194, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9519248147478764, + "FN": 643, + "FP": 953, + "IoU": 0.9082600448353164, + "TN": 683531, + "TP": 15801, + "n_pred": 16754, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 148, + "IoU": 0.0, + "TN": 699071, + "TP": 0, + "n_pred": 148, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6347972894840306, + "FN": 51750, + "FP": 11414, + "IoU": 0.46498390648822635, + "TN": 582868, + "TP": 54896, + "n_pred": 66310, + "n_ref": 106646 + }, + "7": { + "Dice": 0.043935777825992624, + "FN": 19778, + "FP": 50726, + "IoU": 0.0224613166213743, + "TN": 628804, + "TP": 1620, + "n_pred": 52346, + "n_ref": 21398 + }, + "8": { + "Dice": 0.964654292518807, + "FN": 558, + "FP": 377, + "IoU": 0.9317219220096392, + "TN": 687234, + "TP": 12759, + "n_pred": 13136, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8712886209495102, + "FN": 1180, + "FP": 3944, + "IoU": 0.7719321671785285, + "TN": 678461, + "TP": 17343, + "n_pred": 21287, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3710, + "IoU": 0.0, + "TN": 521986, + "TP": 0, + "n_pred": 3710, + "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": 2372, + "FP": 0, + "IoU": 0.0, + "TN": 523324, + "TP": 0, + "n_pred": 0, + "n_ref": 2372 + }, + "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": 0.15703453222666255, + "FN": 32845, + "FP": 61, + "IoU": 0.08520752828667538, + "TN": 489725, + "TP": 3065, + "n_pred": 3126, + "n_ref": 35910 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8073975938126611, + "FN": 6710, + "FP": 4048, + "IoU": 0.6770048338187168, + "TN": 667621, + "TP": 22549, + "n_pred": 26597, + "n_ref": 29259 + }, + "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": 0.07993231136770854, + "FN": 17382, + "FP": 1104, + "IoU": 0.04162994452796931, + "TN": 681639, + "TP": 803, + "n_pred": 1907, + "n_ref": 18185 + }, + "14": { + "Dice": 0.39578480812283756, + "FN": 19556, + "FP": 7163, + "IoU": 0.2467155342542994, + "TN": 665458, + "TP": 8751, + "n_pred": 15914, + "n_ref": 28307 + }, + "15": { + "Dice": 0.7477169393385925, + "FN": 6138, + "FP": 6846, + "IoU": 0.5970830100853375, + "TN": 668703, + "TP": 19241, + "n_pred": 26087, + "n_ref": 25379 + }, + "2": { + "Dice": 0.955758077879039, + "FN": 2836, + "FP": 368, + "IoU": 0.9152649952396065, + "TN": 663116, + "TP": 34608, + "n_pred": 34976, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 700731, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 700766, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9160299583073933, + "FN": 2059, + "FP": 2392, + "IoU": 0.8450694420272199, + "TN": 672199, + "TP": 24278, + "n_pred": 26670, + "n_ref": 26337 + }, + "7": { + "Dice": 0.5667002688172043, + "FN": 2115, + "FP": 3043, + "IoU": 0.39538154964248035, + "TN": 692397, + "TP": 3373, + "n_pred": 6416, + "n_ref": 5488 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 0.597728501892915, + "FN": 1297, + "FP": 2422, + "IoU": 0.4262573279851898, + "TN": 519214, + "TP": 2763, + "n_pred": 5185, + "n_ref": 4060 + }, + "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": 0.9534917068973758, + "FN": 891, + "FP": 1055, + "IoU": 0.911117201059651, + "TN": 503802, + "TP": 19948, + "n_pred": 21003, + "n_ref": 20839 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752660612389119, + "FN": 1336, + "FP": 1009, + "IoU": 0.9517261255326595, + "TN": 827583, + "TP": 46232, + "n_pred": 47241, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8427471348862993, + "FN": 8027, + "FP": 5022, + "IoU": 0.7282307612204519, + "TN": 828145, + "TP": 34966, + "n_pred": 39988, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8, + "FN": 2, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 876154, + "TP": 4, + "n_pred": 4, + "n_ref": 6 + }, + "13": { + "Dice": 0.8281358885017421, + "FN": 1437, + "FP": 2509, + "IoU": 0.7066825243440125, + "TN": 862707, + "TP": 9507, + "n_pred": 12016, + "n_ref": 10944 + }, + "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": 0.924, + "FN": 22, + "FP": 16, + "IoU": 0.8587360594795539, + "TN": 875891, + "TP": 231, + "n_pred": 247, + "n_ref": 253 + }, + "3": { + "Dice": 0.9718580713293916, + "FN": 1181, + "FP": 3136, + "IoU": 0.9452567240264269, + "TN": 797301, + "TP": 74542, + "n_pred": 77678, + "n_ref": 75723 + }, + "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": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.9519828622185067, + "FN": 1498, + "FP": 2178, + "IoU": 0.908365739355868, + "TN": 836044, + "TP": 36440, + "n_pred": 38618, + "n_ref": 37938 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 875598, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "9": { + "Dice": 0.9346464417779791, + "FN": 542, + "FP": 1190, + "IoU": 0.8773110434228235, + "TN": 862043, + "TP": 12385, + "n_pred": 13575, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8462500744623817, + "FN": 373, + "FP": 2208, + "IoU": 0.7334779016935151, + "TN": 516012, + "TP": 7103, + "n_pred": 9311, + "n_ref": 7476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6942002478022302, + "FN": 3832, + "FP": 1351, + "IoU": 0.5316284113500813, + "TN": 514630, + "TP": 5883, + "n_pred": 7234, + "n_ref": 9715 + }, + "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": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "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": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.7534045673580557, + "FN": 1582, + "FP": 772, + "IoU": 0.6043697478991596, + "TN": 519746, + "TP": 3596, + "n_pred": 4368, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9686093106041137, + "FN": 1259, + "FP": 5337, + "IoU": 0.9391293915707681, + "TN": 417335, + "TP": 101765, + "n_pred": 107102, + "n_ref": 103024 + }, + "7": { + "Dice": 0.8339504414696668, + "FN": 678, + "FP": 488, + "IoU": 0.7151929653150952, + "TN": 521602, + "TP": 2928, + "n_pred": 3416, + "n_ref": 3606 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8937825542295774, + "FN": 4103, + "FP": 730, + "IoU": 0.8079628084396233, + "TN": 500529, + "TP": 20334, + "n_pred": 21064, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 525082, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5536971830985915, + "FN": 661, + "FP": 353, + "IoU": 0.38283627510651247, + "TN": 524053, + "TP": 629, + "n_pred": 982, + "n_ref": 1290 + }, + "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": 0.9638914836130613, + "FN": 1528, + "FP": 2067, + "IoU": 0.9302997401993098, + "TN": 474118, + "TP": 47983, + "n_pred": 50050, + "n_ref": 49511 + }, + "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": 0.958862216982001, + "FN": 1261, + "FP": 5438, + "IoU": 0.9209753335456701, + "TN": 440925, + "TP": 78072, + "n_pred": 83510, + "n_ref": 79333 + }, + "7": { + "Dice": 0.797847809377402, + "FN": 5723, + "FP": 63, + "IoU": 0.6636828644501279, + "TN": 508492, + "TP": 11418, + "n_pred": 11481, + "n_ref": 17141 + }, + "8": { + "Dice": 0.3843998553868402, + "FN": 13620, + "FP": 2, + "IoU": 0.23793006993006993, + "TN": 507821, + "TP": 4253, + "n_pred": 4255, + "n_ref": 17873 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722491573163411, + "FN": 136, + "FP": 465, + "IoU": 0.9459969449186809, + "TN": 689799, + "TP": 10528, + "n_pred": 10993, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8225885425167292, + "FN": 2849, + "FP": 1499, + "IoU": 0.6986415303576379, + "TN": 686500, + "TP": 10080, + "n_pred": 11579, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7463958060288336, + "FN": 311, + "FP": 463, + "IoU": 0.5953998954521693, + "TN": 699015, + "TP": 1139, + "n_pred": 1602, + "n_ref": 1450 + }, + "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": 0.9723083946339085, + "FN": 644, + "FP": 2025, + "IoU": 0.9461091144045551, + "TN": 651402, + "TP": 46857, + "n_pred": 48882, + "n_ref": 47501 + }, + "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": 0.8847926267281107, + "FN": 41, + "FP": 584, + "IoU": 0.7933884297520661, + "TN": 697903, + "TP": 2400, + "n_pred": 2984, + "n_ref": 2441 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0401.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": 0.9277912621359223, + "FN": 784, + "FP": 882, + "IoU": 0.8653084323712507, + "TN": 513327, + "TP": 10703, + "n_pred": 11585, + "n_ref": 11487 + }, + "6": { + "Dice": 0.8148148148148148, + "FN": 9, + "FP": 6, + "IoU": 0.6875, + "TN": 525648, + "TP": 33, + "n_pred": 39, + "n_ref": 42 + }, + "7": { + "Dice": 0.0, + "FN": 162, + "FP": 0, + "IoU": 0.0, + "TN": 525534, + "TP": 0, + "n_pred": 0, + "n_ref": 162 + }, + "8": { + "Dice": 0.976071660607401, + "FN": 701, + "FP": 1030, + "IoU": 0.9532616913273572, + "TN": 488660, + "TP": 35305, + "n_pred": 36335, + "n_ref": 36006 + }, + "9": { + "Dice": 0.8984809496140118, + "FN": 130, + "FP": 1093, + "IoU": 0.8156744536548606, + "TN": 519061, + "TP": 5412, + "n_pred": 6505, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.49204960176504003, + "FN": 1427.6022222222225, + "FP": 1002.5555555555555, + "IoU": 0.41485619603537127, + "TN": 582511.5511111112, + "TP": 5006.024444444444, + "n_pred": 6008.58, + "n_ref": 6433.626666666667 + }, + "mean": { + "1": { + "Dice": 0.44048712285756636, + "FN": 1564.9666666666667, + "FP": 717.0666666666667, + "IoU": 0.35803860259643605, + "TN": 583661.8, + "TP": 4003.9, + "n_pred": 4720.966666666666, + "n_ref": 5568.866666666667 + }, + "10": { + "Dice": 0.45905428228858197, + "FN": 629.0666666666667, + "FP": 1474.4666666666667, + "IoU": 0.36936461333483595, + "TN": 585868.8666666667, + "TP": 1975.3333333333333, + "n_pred": 3449.8, + "n_ref": 2604.4 + }, + "11": { + "Dice": 0.3693864446739481, + "FN": 150.16666666666666, + "FP": 33.46666666666667, + "IoU": 0.2570506067535666, + "TN": 589661.4666666667, + "TP": 102.63333333333334, + "n_pred": 136.1, + "n_ref": 252.8 + }, + "12": { + "Dice": 0.20947754127475066, + "FN": 74.43333333333334, + "FP": 181.33333333333334, + "IoU": 0.15823337349950709, + "TN": 589562.1, + "TP": 129.86666666666667, + "n_pred": 311.2, + "n_ref": 204.3 + }, + "13": { + "Dice": 0.41579160153542827, + "FN": 1582.3, + "FP": 1056.4666666666667, + "IoU": 0.3187939091848407, + "TN": 585333.0333333333, + "TP": 1975.9333333333334, + "n_pred": 3032.4, + "n_ref": 3558.233333333333 + }, + "14": { + "Dice": 0.3990768557207091, + "FN": 2530.5, + "FP": 1139.4, + "IoU": 0.34090534084876584, + "TN": 580743.6666666666, + "TP": 5534.166666666667, + "n_pred": 6673.566666666667, + "n_ref": 8064.666666666667 + }, + "15": { + "Dice": 0.5869585542751756, + "FN": 1494.1333333333334, + "FP": 921.5, + "IoU": 0.4812912466627712, + "TN": 583104.4, + "TP": 4427.7, + "n_pred": 5349.2, + "n_ref": 5921.833333333333 + }, + "2": { + "Dice": 0.4380682361649706, + "FN": 766.9333333333333, + "FP": 703.8666666666667, + "IoU": 0.39495546716242236, + "TN": 585598.4, + "TP": 2878.5333333333333, + "n_pred": 3582.4, + "n_ref": 3645.4666666666667 + }, + "3": { + "Dice": 0.441070019240871, + "FN": 1084.9333333333334, + "FP": 1580.3333333333333, + "IoU": 0.37292492332281335, + "TN": 583300.6333333333, + "TP": 3981.8333333333335, + "n_pred": 5562.166666666667, + "n_ref": 5066.766666666666 + }, + "4": { + "Dice": 0.35006390581975094, + "FN": 603.8666666666667, + "FP": 237.5, + "IoU": 0.2898963427721725, + "TN": 587889.0666666667, + "TP": 1217.3, + "n_pred": 1454.8, + "n_ref": 1821.1666666666667 + }, + "5": { + "Dice": 0.689900179409105, + "FN": 295.8666666666667, + "FP": 205.66666666666666, + "IoU": 0.5784221737447061, + "TN": 588394.0333333333, + "TP": 1052.1666666666667, + "n_pred": 1257.8333333333333, + "n_ref": 1348.0333333333333 + }, + "6": { + "Dice": 0.7657956765357119, + "FN": 1814.4333333333334, + "FP": 2465.9333333333334, + "IoU": 0.6953063319907096, + "TN": 557362.3666666667, + "TP": 28305.0, + "n_pred": 30770.933333333334, + "n_ref": 30119.433333333334 + }, + "7": { + "Dice": 0.433092579725275, + "FN": 7906.733333333334, + "FP": 2758.733333333333, + "IoU": 0.3511434231133983, + "TN": 571603.1, + "TP": 7679.166666666667, + "n_pred": 10437.9, + "n_ref": 15585.9 + }, + "8": { + "Dice": 0.7718680383128388, + "FN": 765.9666666666667, + "FP": 1041.0666666666666, + "IoU": 0.7218949827702383, + "TN": 579442.8666666667, + "TP": 8697.833333333334, + "n_pred": 9738.9, + "n_ref": 9463.8 + }, + "9": { + "Dice": 0.610652988640917, + "FN": 149.73333333333332, + "FP": 521.5333333333333, + "IoU": 0.5346216027733851, + "TN": 586147.4666666667, + "TP": 3129.0, + "n_pred": 3650.5333333333333, + "n_ref": 3278.733333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.717948717948718, + "FN": 31, + "FP": 2, + "IoU": 0.56, + "TN": 525621, + "TP": 42, + "n_pred": 44, + "n_ref": 73 + }, + "10": { + "Dice": 0.8783490224475018, + "FN": 145, + "FP": 191, + "IoU": 0.7830858618463525, + "TN": 524147, + "TP": 1213, + "n_pred": 1404, + "n_ref": 1358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": 0.7052313883299799, + "FN": 170, + "FP": 1002, + "IoU": 0.5446775446775447, + "TN": 523122, + "TP": 1402, + "n_pred": 2404, + "n_ref": 1572 + }, + "15": { + "Dice": 0.7919283077214351, + "FN": 10974, + "FP": 2214, + "IoU": 0.6555308867702756, + "TN": 487411, + "TP": 25097, + "n_pred": 27311, + "n_ref": 36071 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9228100607111882, + "FN": 80, + "FP": 9, + "IoU": 0.856682769726248, + "TN": 525075, + "TP": 532, + "n_pred": 541, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7540325950689512, + "FN": 2071, + "FP": 872, + "IoU": 0.605178427689831, + "TN": 518242, + "TP": 4511, + "n_pred": 5383, + "n_ref": 6582 + }, + "6": { + "Dice": 0.8433020266930301, + "FN": 4198, + "FP": 1825, + "IoU": 0.729059829059829, + "TN": 503466, + "TP": 16207, + "n_pred": 18032, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8144699140401146, + "FN": 580, + "FP": 1492, + "IoU": 0.6870090634441087, + "TN": 519076, + "TP": 4548, + "n_pred": 6040, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9367902919245578, + "FN": 371, + "FP": 2223, + "IoU": 0.8810964429776311, + "TN": 503880, + "TP": 19222, + "n_pred": 21445, + "n_ref": 19593 + }, + "9": { + "Dice": 0.7232275289231682, + "FN": 113, + "FP": 820, + "IoU": 0.5664498141263941, + "TN": 523544, + "TP": 1219, + "n_pred": 2039, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7950801341781588, + "FN": 569, + "FP": 2180, + "IoU": 0.659861420440485, + "TN": 517614, + "TP": 5333, + "n_pred": 7513, + "n_ref": 5902 + }, + "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": 0.8103254769921436, + "FN": 558, + "FP": 118, + "IoU": 0.6811320754716981, + "TN": 523576, + "TP": 1444, + "n_pred": 1562, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 525628, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 525406, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "5": { + "Dice": 0.776913473542687, + "FN": 1204, + "FP": 1119, + "IoU": 0.6352072864321608, + "TN": 519328, + "TP": 4045, + "n_pred": 5164, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9922589887495001, + "FN": 771, + "FP": 1920, + "IoU": 0.9846369034026033, + "TN": 350536, + "TP": 172469, + "n_pred": 174389, + "n_ref": 173240 + }, + "7": { + "Dice": 0.7473679173047473, + "FN": 10148, + "FP": 410, + "IoU": 0.5966380133715378, + "TN": 499521, + "TP": 15617, + "n_pred": 16027, + "n_ref": 25765 + }, + "8": { + "Dice": 0.9336746265755111, + "FN": 2648, + "FP": 1446, + "IoU": 0.8756001215436038, + "TN": 492786, + "TP": 28816, + "n_pred": 30262, + "n_ref": 31464 + }, + "9": { + "Dice": 0.22073578595317725, + "FN": 263, + "FP": 203, + "IoU": 0.12406015037593984, + "TN": 525164, + "TP": 66, + "n_pred": 269, + "n_ref": 329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 866, + "IoU": 0.0, + "TN": 524830, + "TP": 0, + "n_pred": 866, + "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": 914, + "IoU": 0.0, + "TN": 524782, + "TP": 0, + "n_pred": 914, + "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": 0.7368258426966292, + "FN": 18418, + "FP": 320, + "IoU": 0.5833129489203673, + "TN": 480727, + "TP": 26231, + "n_pred": 26551, + "n_ref": 44649 + }, + "3": { + "Dice": 0.8525105111365927, + "FN": 2469, + "FP": 18754, + "IoU": 0.7429353553216488, + "TN": 443137, + "TP": 61336, + "n_pred": 80090, + "n_ref": 63805 + }, + "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": 0.5656565656565656, + "FN": 84, + "FP": 45, + "IoU": 0.39436619718309857, + "TN": 525483, + "TP": 84, + "n_pred": 129, + "n_ref": 168 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1072, + "IoU": 0.0, + "TN": 524624, + "TP": 0, + "n_pred": 1072, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 525266, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "9": { + "Dice": 0.8116385911179173, + "FN": 40, + "FP": 83, + "IoU": 0.6829896907216495, + "TN": 525308, + "TP": 265, + "n_pred": 348, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6585, + "IoU": 0.0, + "TN": 519111, + "TP": 0, + "n_pred": 6585, + "n_ref": 0 + }, + "10": { + "Dice": 0.7572829230443676, + "FN": 1418, + "FP": 2023, + "IoU": 0.6093767737541151, + "TN": 516887, + "TP": 5368, + "n_pred": 7391, + "n_ref": 6786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15767, + "IoU": 0.0, + "TN": 509929, + "TP": 0, + "n_pred": 15767, + "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": 0.7877699285542266, + "FN": 8797, + "FP": 12353, + "IoU": 0.649851828551562, + "TN": 465293, + "TP": 39253, + "n_pred": 51606, + "n_ref": 48050 + }, + "7": { + "Dice": 0.634353184991274, + "FN": 79453, + "FP": 1001, + "IoU": 0.4645074978534774, + "TN": 375453, + "TP": 69789, + "n_pred": 70790, + "n_ref": 149242 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 1271, + "IoU": 0.0, + "TN": 524425, + "TP": 0, + "n_pred": 1271, + "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": 0.3193323193323193, + "FN": 3876, + "FP": 13577, + "IoU": 0.19000324871211768, + "TN": 504149, + "TP": 4094, + "n_pred": 17671, + "n_ref": 7970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 4187, + "IoU": 0.0, + "TN": 521509, + "TP": 0, + "n_pred": 4187, + "n_ref": 0 + }, + "8": { + "Dice": 0.9440865612537996, + "FN": 893, + "FP": 1112, + "IoU": 0.8940946545531375, + "TN": 506764, + "TP": 16927, + "n_pred": 18039, + "n_ref": 17820 + }, + "9": { + "Dice": 0.07109004739336493, + "FN": 169, + "FP": 223, + "IoU": 0.036855036855036855, + "TN": 525289, + "TP": 15, + "n_pred": 238, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0044.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": 280, + "IoU": 0.0, + "TN": 525416, + "TP": 0, + "n_pred": 280, + "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": 0.03983565117868405, + "FN": 116611, + "FP": 0, + "IoU": 0.0203226077459464, + "TN": 406666, + "TP": 2419, + "n_pred": 2419, + "n_ref": 119030 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 0.8761273209549072, + "FN": 694, + "FP": 240, + "IoU": 0.7795610101486901, + "TN": 521459, + "TP": 3303, + "n_pred": 3543, + "n_ref": 3997 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.44542974079126874, + "FN": 1401, + "FP": 225, + "IoU": 0.2865291794646775, + "TN": 523417, + "TP": 653, + "n_pred": 878, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 525276, + "TP": 0, + "n_pred": 420, + "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": 0.939794064203513, + "FN": 52, + "FP": 445, + "IoU": 0.8864259597806216, + "TN": 521320, + "TP": 3879, + "n_pred": 4324, + "n_ref": 3931 + }, + "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": 0.9732482196228921, + "FN": 2634, + "FP": 991, + "IoU": 0.9478904621576942, + "TN": 456131, + "TP": 65940, + "n_pred": 66931, + "n_ref": 68574 + }, + "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": 0.8641190972880713, + "FN": 615, + "FP": 2251, + "IoU": 0.7607479756240086, + "TN": 513717, + "TP": 9113, + "n_pred": 11364, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6177332066029135, + "FN": 19268, + "FP": 439, + "IoU": 0.44689868088689305, + "TN": 665298, + "TP": 15923, + "n_pred": 16362, + "n_ref": 35191 + }, + "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": 0.7499291985273294, + "FN": 369, + "FP": 514, + "IoU": 0.5999093792478477, + "TN": 698721, + "TP": 1324, + "n_pred": 1838, + "n_ref": 1693 + }, + "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": 895, + "IoU": 0.0, + "TN": 700033, + "TP": 0, + "n_pred": 895, + "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": 279, + "IoU": 0.0, + "TN": 700649, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "3": { + "Dice": 0.6565656565656566, + "FN": 428, + "FP": 48, + "IoU": 0.48872180451127817, + "TN": 699997, + "TP": 455, + "n_pred": 503, + "n_ref": 883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7859638905066977, + "FN": 1394, + "FP": 76, + "IoU": 0.6473974574238427, + "TN": 696759, + "TP": 2699, + "n_pred": 2775, + "n_ref": 4093 + }, + "6": { + "Dice": 0.10768361581920904, + "FN": 2176, + "FP": 13618, + "IoU": 0.05690571445632053, + "TN": 684181, + "TP": 953, + "n_pred": 14571, + "n_ref": 3129 + }, + "7": { + "Dice": 0.714805485586342, + "FN": 585, + "FP": 4510, + "IoU": 0.556184668989547, + "TN": 689448, + "TP": 6385, + "n_pred": 10895, + "n_ref": 6970 + }, + "8": { + "Dice": 0.9603966986155484, + "FN": 1769, + "FP": 611, + "IoU": 0.923810743325437, + "TN": 669690, + "TP": 28858, + "n_pred": 29469, + "n_ref": 30627 + }, + "9": { + "Dice": 0.6056797020484171, + "FN": 120, + "FP": 1574, + "IoU": 0.4343906510851419, + "TN": 697933, + "TP": 1301, + "n_pred": 2875, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9881, + "IoU": 0.0, + "TN": 515815, + "TP": 0, + "n_pred": 9881, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 629, + "IoU": 0.0, + "TN": 525067, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + }, + "11": { + "Dice": 0.3235294117647059, + "FN": 2282, + "FP": 64, + "IoU": 0.19298245614035087, + "TN": 522789, + "TP": 561, + "n_pred": 625, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1273, + "IoU": 0.0, + "TN": 524423, + "TP": 0, + "n_pred": 1273, + "n_ref": 0 + }, + "13": { + "Dice": 0.5991359358123747, + "FN": 4494, + "FP": 702, + "IoU": 0.42769027425927963, + "TN": 516617, + "TP": 3883, + "n_pred": 4585, + "n_ref": 8377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9605731273453872, + "FN": 210, + "FP": 599, + "IoU": 0.9241372843210802, + "TN": 515032, + "TP": 9855, + "n_pred": 10454, + "n_ref": 10065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 747, + "IoU": 0.0, + "TN": 524949, + "TP": 0, + "n_pred": 747, + "n_ref": 0 + }, + "4": { + "Dice": 0.15880411570568823, + "FN": 8666, + "FP": 0, + "IoU": 0.08625052720371151, + "TN": 516212, + "TP": 818, + "n_pred": 818, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9211953695035144, + "FN": 12595, + "FP": 3314, + "IoU": 0.8539037963524161, + "TN": 416802, + "TP": 92985, + "n_pred": 96299, + "n_ref": 105580 + }, + "7": { + "Dice": 0.006952491309385863, + "FN": 0, + "FP": 8570, + "IoU": 0.0034883720930232558, + "TN": 517096, + "TP": 30, + "n_pred": 8600, + "n_ref": 30 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.9539356544733363, + "FN": 881, + "FP": 1732, + "IoU": 0.9119282753041895, + "TN": 496027, + "TP": 27056, + "n_pred": 28788, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 525412, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7085866261398176, + "FN": 822, + "FP": 712, + "IoU": 0.548690791409238, + "TN": 522297, + "TP": 1865, + "n_pred": 2577, + "n_ref": 2687 + }, + "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": 0.9843313129796776, + "FN": 671, + "FP": 164, + "IoU": 0.9691460665853748, + "TN": 498633, + "TP": 26228, + "n_pred": 26392, + "n_ref": 26899 + }, + "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": 0.9785373704375397, + "FN": 1137, + "FP": 650, + "IoU": 0.9579766719969899, + "TN": 483172, + "TP": 40737, + "n_pred": 41387, + "n_ref": 41874 + }, + "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": 119, + "IoU": 0.0, + "TN": 525577, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5118800025209554, + "FN": 15486, + "FP": 4, + "IoU": 0.34397763848890395, + "TN": 502084, + "TP": 8122, + "n_pred": 8126, + "n_ref": 23608 + }, + "10": { + "Dice": 0.543658715981927, + "FN": 4297, + "FP": 46, + "IoU": 0.3733044733044733, + "TN": 518766, + "TP": 2587, + "n_pred": 2633, + "n_ref": 6884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.6716718092216212, + "FN": 4253, + "FP": 22030, + "IoU": 0.5056520021818045, + "TN": 472529, + "TP": 26884, + "n_pred": 48914, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7867766829554861, + "FN": 3571, + "FP": 4414, + "IoU": 0.6485011225073734, + "TN": 502979, + "TP": 14732, + "n_pred": 19146, + "n_ref": 18303 + }, + "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": 1403, + "IoU": 0.0, + "TN": 524293, + "TP": 0, + "n_pred": 1403, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5290735659218607, + "FN": 601, + "FP": 13815, + "IoU": 0.35968730567646795, + "TN": 503182, + "TP": 8098, + "n_pred": 21913, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25900, + "IoU": 0.0, + "TN": 499796, + "TP": 0, + "n_pred": 25900, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0181.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": 0.7096207248057929, + "FN": 5632, + "FP": 2629, + "IoU": 0.5499318986652139, + "TN": 682573, + "TP": 10094, + "n_pred": 12723, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.051188299817184646, + "FN": 453, + "FP": 66, + "IoU": 0.02626641651031895, + "TN": 700395, + "TP": 14, + "n_pred": 80, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0008020430992633867, + "FN": 47341, + "FP": 0, + "IoU": 0.00040118243243243245, + "TN": 653568, + "TP": 19, + "n_pred": 19, + "n_ref": 47360 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 700828, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "2": { + "Dice": 0.7848227658512231, + "FN": 28, + "FP": 1265, + "IoU": 0.6458504519309778, + "TN": 697277, + "TP": 2358, + "n_pred": 3623, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8635386466284046, + "FN": 5399, + "FP": 1520, + "IoU": 0.7598486689111797, + "TN": 672117, + "TP": 21892, + "n_pred": 23412, + "n_ref": 27291 + }, + "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": 0.06278950077200206, + "FN": 57, + "FP": 1764, + "IoU": 0.032412327311370885, + "TN": 699046, + "TP": 61, + "n_pred": 1825, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 806, + "IoU": 0.0, + "TN": 700122, + "TP": 0, + "n_pred": 806, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.9388111888111889, + "FN": 77, + "FP": 203, + "IoU": 0.8846787479406919, + "TN": 698500, + "TP": 2148, + "n_pred": 2351, + "n_ref": 2225 + }, + "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": 0.9735631507735749, + "FN": 425, + "FP": 1822, + "IoU": 0.948488113523303, + "TN": 657307, + "TP": 41374, + "n_pred": 43196, + "n_ref": 41799 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8140384544414511, + "FN": 3108, + "FP": 1931, + "IoU": 0.6863953198904655, + "TN": 509628, + "TP": 11029, + "n_pred": 12960, + "n_ref": 14137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6560888536295121, + "FN": 303, + "FP": 564, + "IoU": 0.4881936245572609, + "TN": 524002, + "TP": 827, + "n_pred": 1391, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7906620742441638, + "FN": 3452, + "FP": 924, + "IoU": 0.6537974683544304, + "TN": 513056, + "TP": 8264, + "n_pred": 9188, + "n_ref": 11716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8845401174168297, + "FN": 47, + "FP": 12, + "IoU": 0.7929824561403509, + "TN": 525411, + "TP": 226, + "n_pred": 238, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8343875278396437, + "FN": 543, + "FP": 1316, + "IoU": 0.7158361357383063, + "TN": 519154, + "TP": 4683, + "n_pred": 5999, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9007062005409195, + "FN": 6395, + "FP": 1535, + "IoU": 0.8193498416748297, + "TN": 481799, + "TP": 35967, + "n_pred": 37502, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9386035561613283, + "FN": 1239, + "FP": 1734, + "IoU": 0.8843100630399253, + "TN": 499998, + "TP": 22725, + "n_pred": 24459, + "n_ref": 23964 + }, + "8": { + "Dice": 0.9456166826725202, + "FN": 1028, + "FP": 2936, + "IoU": 0.8968433653420772, + "TN": 487269, + "TP": 34463, + "n_pred": 37399, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9504278147494228, + "FN": 340, + "FP": 390, + "IoU": 0.9055383022774327, + "TN": 517968, + "TP": 6998, + "n_pred": 7388, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 3, + "FP": 660, + "IoU": 0.0, + "TN": 525033, + "TP": 0, + "n_pred": 660, + "n_ref": 3 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964458222190181, + "FN": 2631, + "FP": 327, + "IoU": 0.9313561681982735, + "TN": 482604, + "TP": 40134, + "n_pred": 40461, + "n_ref": 42765 + }, + "10": { + "Dice": 0.017338256541981057, + "FN": 118, + "FP": 6003, + "IoU": 0.00874493927125506, + "TN": 519521, + "TP": 54, + "n_pred": 6057, + "n_ref": 172 + }, + "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": 233, + "IoU": 0.0, + "TN": 525463, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "13": { + "Dice": 0.9014474048123905, + "FN": 682, + "FP": 387, + "IoU": 0.8205773749580396, + "TN": 519738, + "TP": 4889, + "n_pred": 5276, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 319, + "IoU": 0.0, + "TN": 523492, + "TP": 0, + "n_pred": 319, + "n_ref": 1885 + }, + "15": { + "Dice": 0.8271528918080642, + "FN": 14958, + "FP": 200, + "IoU": 0.7052521049254282, + "TN": 474269, + "TP": 36269, + "n_pred": 36469, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11258, + "IoU": 0.0, + "TN": 514438, + "TP": 0, + "n_pred": 11258, + "n_ref": 0 + }, + "3": { + "Dice": 0.8057848383038146, + "FN": 12161, + "FP": 1886, + "IoU": 0.6747400838215204, + "TN": 482509, + "TP": 29140, + "n_pred": 31026, + "n_ref": 41301 + }, + "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": 565, + "IoU": 0.0, + "TN": 525131, + "TP": 0, + "n_pred": 565, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736620513968386, + "FN": 742, + "FP": 1729, + "IoU": 0.9486758749610551, + "TN": 652783, + "TP": 45674, + "n_pred": 47403, + "n_ref": 46416 + }, + "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": 0.9068962375876833, + "FN": 7670, + "FP": 506, + "IoU": 0.8296524710392533, + "TN": 652932, + "TP": 39820, + "n_pred": 40326, + "n_ref": 47490 + }, + "15": { + "Dice": 0.8848165438274991, + "FN": 4548, + "FP": 4063, + "IoU": 0.7934268921674463, + "TN": 659243, + "TP": 33074, + "n_pred": 37137, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "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": 0.9374328940946803, + "FN": 256, + "FP": 1667, + "IoU": 0.8822340620981076, + "TN": 684599, + "TP": 14406, + "n_pred": 16073, + "n_ref": 14662 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.755524861878453, + "FN": 229, + "FP": 125, + "IoU": 0.607103218645949, + "TN": 700027, + "TP": 547, + "n_pred": 672, + "n_ref": 776 + }, + "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": 0.6075248985614164, + "FN": 7657, + "FP": 855, + "IoU": 0.43629139072847684, + "TN": 685828, + "TP": 6588, + "n_pred": 7443, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8835281710016191, + "FN": 2496, + "FP": 5345, + "IoU": 0.791357334823448, + "TN": 663347, + "TP": 29740, + "n_pred": 35085, + "n_ref": 32236 + }, + "15": { + "Dice": 0.5774185036820264, + "FN": 4552, + "FP": 13065, + "IoU": 0.405894850436718, + "TN": 671275, + "TP": 12036, + "n_pred": 25101, + "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": 0.8811338801773861, + "FN": 3201, + "FP": 900, + "IoU": 0.7875239624889903, + "TN": 681627, + "TP": 15200, + "n_pred": 16100, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9680383492926712, + "FN": 1879, + "FP": 848, + "IoU": 0.9380565146283845, + "TN": 656904, + "TP": 41297, + "n_pred": 42145, + "n_ref": 43176 + }, + "7": { + "Dice": 0.7259175924623822, + "FN": 483, + "FP": 1466, + "IoU": 0.5697571743929359, + "TN": 696398, + "TP": 2581, + "n_pred": 4047, + "n_ref": 3064 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5874591947769314, + "FN": 6011, + "FP": 55, + "IoU": 0.41588830043331726, + "TN": 690543, + "TP": 4319, + "n_pred": 4374, + "n_ref": 10330 + }, + "10": { + "Dice": 0.66254849908107, + "FN": 213, + "FP": 6397, + "IoU": 0.4953813268188411, + "TN": 687829, + "TP": 6489, + "n_pred": 12886, + "n_ref": 6702 + }, + "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": 415, + "IoU": 0.0, + "TN": 700513, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "13": { + "Dice": 0.6893005317594811, + "FN": 10325, + "FP": 309, + "IoU": 0.525902808738297, + "TN": 678498, + "TP": 11796, + "n_pred": 12105, + "n_ref": 22121 + }, + "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": 1336, + "IoU": 0.0, + "TN": 699592, + "TP": 0, + "n_pred": 1336, + "n_ref": 0 + }, + "3": { + "Dice": 0.021810905452726362, + "FN": 7145, + "FP": 2632, + "IoU": 0.01102569289904916, + "TN": 691042, + "TP": 109, + "n_pred": 2741, + "n_ref": 7254 + }, + "4": { + "Dice": 0.7501068528280381, + "FN": 2801, + "FP": 707, + "IoU": 0.6001367833124359, + "TN": 692155, + "TP": 5265, + "n_pred": 5972, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 489, + "IoU": 0.0, + "TN": 700439, + "TP": 0, + "n_pred": 489, + "n_ref": 0 + }, + "6": { + "Dice": 0.942227145645408, + "FN": 801, + "FP": 10151, + "IoU": 0.8907651030809587, + "TN": 600667, + "TP": 89309, + "n_pred": 99460, + "n_ref": 90110 + }, + "7": { + "Dice": 0.7466140042606789, + "FN": 7345, + "FP": 8950, + "IoU": 0.5956776338643244, + "TN": 660626, + "TP": 24007, + "n_pred": 32957, + "n_ref": 31352 + }, + "8": { + "Dice": 0.7772322607709399, + "FN": 12654, + "FP": 16022, + "IoU": 0.6356336005895732, + "TN": 622227, + "TP": 50025, + "n_pred": 66047, + "n_ref": 62679 + }, + "9": { + "Dice": 0.960942686435052, + "FN": 618, + "FP": 794, + "IoU": 0.92482163773826, + "TN": 682146, + "TP": 17370, + "n_pred": 18164, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.9635333119452465, + "FN": 2412, + "FP": 2021, + "IoU": 0.9296326867519604, + "TN": 462698, + "TP": 58565, + "n_pred": 60586, + "n_ref": 60977 + }, + "15": { + "Dice": 0.07572570466975179, + "FN": 129, + "FP": 2068, + "IoU": 0.03935286401399213, + "TN": 523409, + "TP": 90, + "n_pred": 2158, + "n_ref": 219 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8698070571875544, + "FN": 2154, + "FP": 2340, + "IoU": 0.7696093509689327, + "TN": 506190, + "TP": 15012, + "n_pred": 17352, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9536833786987444, + "FN": 1754, + "FP": 2466, + "IoU": 0.9114672932488567, + "TN": 478030, + "TP": 43446, + "n_pred": 45912, + "n_ref": 45200 + }, + "7": { + "Dice": 0.923958913926268, + "FN": 448, + "FP": 507, + "IoU": 0.85866508805683, + "TN": 518939, + "TP": 5802, + "n_pred": 6309, + "n_ref": 6250 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3157894736842105, + "FN": 2, + "FP": 24, + "IoU": 0.1875, + "TN": 700896, + "TP": 6, + "n_pred": 30, + "n_ref": 8 + }, + "10": { + "Dice": 0.7792528195488722, + "FN": 2964, + "FP": 4552, + "IoU": 0.6383408719083823, + "TN": 680146, + "TP": 13266, + "n_pred": 17818, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 700720, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "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": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "3": { + "Dice": 0.5498087005809834, + "FN": 473, + "FP": 2704, + "IoU": 0.3791283955442642, + "TN": 695811, + "TP": 1940, + "n_pred": 4644, + "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": 0.9586955056936864, + "FN": 2125, + "FP": 1553, + "IoU": 0.9206677882748803, + "TN": 654566, + "TP": 42684, + "n_pred": 44237, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7864685799461856, + "FN": 18365, + "FP": 20600, + "IoU": 0.6480825852134174, + "TN": 590206, + "TP": 71757, + "n_pred": 92357, + "n_ref": 90122 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.8421007649245759, + "FN": 2380, + "FP": 1315, + "IoU": 0.7272660171242988, + "TN": 687380, + "TP": 9853, + "n_pred": 11168, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7418738049713193, + "FN": 1379, + "FP": 106, + "IoU": 0.5896656534954408, + "TN": 697309, + "TP": 2134, + "n_pred": 2240, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7932750042889003, + "FN": 374, + "FP": 831, + "IoU": 0.6573784475405174, + "TN": 697411, + "TP": 2312, + "n_pred": 3143, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9421292716870264, + "FN": 551, + "FP": 2443, + "IoU": 0.8905901699250868, + "TN": 673563, + "TP": 24371, + "n_pred": 26814, + "n_ref": 24922 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.8732864674868189, + "FN": 287, + "FP": 1155, + "IoU": 0.775074091405397, + "TN": 694517, + "TP": 4969, + "n_pred": 6124, + "n_ref": 5256 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 887, + "IoU": 0.0, + "TN": 700041, + "TP": 0, + "n_pred": 887, + "n_ref": 0 + }, + "13": { + "Dice": 0.6029794412832756, + "FN": 13072, + "FP": 813, + "IoU": 0.431618158745753, + "TN": 676499, + "TP": 10544, + "n_pred": 11357, + "n_ref": 23616 + }, + "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": 0.853607999759767, + "FN": 2993, + "FP": 1882, + "IoU": 0.7446039396479464, + "TN": 681840, + "TP": 14213, + "n_pred": 16095, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3209, + "IoU": 0.0, + "TN": 697719, + "TP": 0, + "n_pred": 3209, + "n_ref": 0 + }, + "4": { + "Dice": 0.14065934065934066, + "FN": 1294, + "FP": 1443, + "IoU": 0.07565011820330969, + "TN": 697967, + "TP": 224, + "n_pred": 1667, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8359030039811799, + "FN": 1284, + "FP": 983, + "IoU": 0.718069891804502, + "TN": 692887, + "TP": 5774, + "n_pred": 6757, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9592036298208558, + "FN": 5635, + "FP": 2709, + "IoU": 0.9216054718328385, + "TN": 594492, + "TP": 98092, + "n_pred": 100801, + "n_ref": 103727 + }, + "7": { + "Dice": 0.7378320409173403, + "FN": 1509, + "FP": 80, + "IoU": 0.5845751633986929, + "TN": 697103, + "TP": 2236, + "n_pred": 2316, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9498367806588645, + "FN": 457, + "FP": 3062, + "IoU": 0.9044658612732456, + "TN": 664093, + "TP": 33316, + "n_pred": 36378, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8510373959498074, + "FN": 480, + "FP": 6714, + "IoU": 0.7407006920415224, + "TN": 673184, + "TP": 20550, + "n_pred": 27264, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 875690, + "TP": 0, + "n_pred": 470, + "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": 0.694177449168207, + "FN": 2295, + "FP": 4323, + "IoU": 0.5316016703234482, + "TN": 862031, + "TP": 7511, + "n_pred": 11834, + "n_ref": 9806 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 876094, + "TP": 0, + "n_pred": 66, + "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": 42, + "IoU": 0.0, + "TN": 876118, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9365303244005642, + "FN": 33, + "FP": 12, + "IoU": 0.8806366047745358, + "TN": 875783, + "TP": 332, + "n_pred": 344, + "n_ref": 365 + }, + "7": { + "Dice": 0.5128205128205128, + "FN": 12, + "FP": 273, + "IoU": 0.3448275862068966, + "TN": 875725, + "TP": 150, + "n_pred": 423, + "n_ref": 162 + }, + "8": { + "Dice": 0.9402768622280817, + "FN": 206, + "FP": 247, + "IoU": 0.8872853943767106, + "TN": 872141, + "TP": 3566, + "n_pred": 3813, + "n_ref": 3772 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 10539, + "IoU": 0.0, + "TN": 515157, + "TP": 0, + "n_pred": 10539, + "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": 8077, + "IoU": 0.0, + "TN": 517619, + "TP": 0, + "n_pred": 8077, + "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": 0.920934858279463, + "FN": 134, + "FP": 25, + "IoU": 0.8534562211981567, + "TN": 524611, + "TP": 926, + "n_pred": 951, + "n_ref": 1060 + }, + "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": 326, + "IoU": 0.0, + "TN": 525370, + "TP": 0, + "n_pred": 326, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.6572593074630956, + "FN": 9685, + "FP": 322, + "IoU": 0.48949086827874705, + "TN": 506094, + "TP": 9595, + "n_pred": 9917, + "n_ref": 19280 + }, + "15": { + "Dice": 0.7518497995371427, + "FN": 6092, + "FP": 1521, + "IoU": 0.6023712524809359, + "TN": 506550, + "TP": 11533, + "n_pred": 13054, + "n_ref": 17625 + }, + "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_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6828087167070218, + "FN": 524, + "FP": 0, + "IoU": 0.5183823529411765, + "TN": 524608, + "TP": 564, + "n_pred": 564, + "n_ref": 1088 + }, + "10": { + "Dice": 0.5539677713590757, + "FN": 461, + "FP": 5407, + "IoU": 0.3830950378469302, + "TN": 516184, + "TP": 3644, + "n_pred": 9051, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6375690607734806, + "FN": 900, + "FP": 1068, + "IoU": 0.46796431467964317, + "TN": 521997, + "TP": 1731, + "n_pred": 2799, + "n_ref": 2631 + }, + "13": { + "Dice": 0.6165223665223665, + "FN": 1606, + "FP": 520, + "IoU": 0.445632333767927, + "TN": 521861, + "TP": 1709, + "n_pred": 2229, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1016, + "IoU": 0.0, + "TN": 524680, + "TP": 0, + "n_pred": 1016, + "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": 3174, + "IoU": 0.0, + "TN": 522522, + "TP": 0, + "n_pred": 3174, + "n_ref": 0 + }, + "3": { + "Dice": 0.5788160127782769, + "FN": 4212, + "FP": 7, + "IoU": 0.4072773250913178, + "TN": 518578, + "TP": 2899, + "n_pred": 2906, + "n_ref": 7111 + }, + "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": 0.7037037037037037, + "FN": 7, + "FP": 9, + "IoU": 0.5428571428571428, + "TN": 525661, + "TP": 19, + "n_pred": 28, + "n_ref": 26 + }, + "7": { + "Dice": 0.40476190476190477, + "FN": 50, + "FP": 0, + "IoU": 0.2537313432835821, + "TN": 525629, + "TP": 17, + "n_pred": 17, + "n_ref": 67 + }, + "8": { + "Dice": 0.9323764233672178, + "FN": 2402, + "FP": 698, + "IoU": 0.8733194393363574, + "TN": 501225, + "TP": 21371, + "n_pred": 22069, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9256545480001866, + "FN": 853, + "FP": 740, + "IoU": 0.8615986099044309, + "TN": 514186, + "TP": 9917, + "n_pred": 10657, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850345/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.516062069621783, + "FN": 1430.6986666666667, + "FP": 1152.3844444444444, + "IoU": 0.4388047697826097, + "TN": 576232.8697777779, + "TP": 5290.713777777778, + "n_pred": 6443.098222222223, + "n_ref": 6721.412444444444 + }, + "mean": { + "1": { + "Dice": 0.4864527244458775, + "FN": 1871.6466666666668, + "FP": 371.2, + "IoU": 0.4397115713254613, + "TN": 577183.1333333334, + "TP": 4680.6866666666665, + "n_pred": 5051.886666666667, + "n_ref": 6552.333333333333 + }, + "10": { + "Dice": 0.548592685767467, + "FN": 1586.4666666666667, + "FP": 1617.44, + "IoU": 0.44149874701879754, + "TN": 576715.4866666667, + "TP": 4187.273333333333, + "n_pred": 5804.713333333334, + "n_ref": 5773.74 + }, + "11": { + "Dice": 0.3060984804966234, + "FN": 140.69333333333333, + "FP": 80.94000000000001, + "IoU": 0.21887818198735437, + "TN": 583735.1, + "TP": 149.93333333333334, + "n_pred": 230.8733333333333, + "n_ref": 290.62666666666667 + }, + "12": { + "Dice": 0.3780534578662679, + "FN": 234.74, + "FP": 114.10666666666665, + "IoU": 0.281655128112392, + "TN": 583499.8400000001, + "TP": 257.98, + "n_pred": 372.0866666666667, + "n_ref": 492.71999999999997 + }, + "13": { + "Dice": 0.3912178411965776, + "FN": 2083.7799999999997, + "FP": 1357.3533333333332, + "IoU": 0.2909540735317203, + "TN": 578366.4266666666, + "TP": 2299.1066666666666, + "n_pred": 3656.46, + "n_ref": 4382.886666666667 + }, + "14": { + "Dice": 0.5080115942001571, + "FN": 1060.16, + "FP": 849.46, + "IoU": 0.4312380653076495, + "TN": 579194.4733333334, + "TP": 3002.5733333333337, + "n_pred": 3852.033333333333, + "n_ref": 4062.7333333333336 + }, + "15": { + "Dice": 0.4476637105145521, + "FN": 885.3266666666666, + "FP": 637.5533333333334, + "IoU": 0.363922099882421, + "TN": 580181.74, + "TP": 2402.0466666666666, + "n_pred": 3039.6, + "n_ref": 3287.373333333333 + }, + "2": { + "Dice": 0.5993907451320839, + "FN": 1356.6266666666668, + "FP": 679.5733333333335, + "IoU": 0.5410927987690537, + "TN": 577147.1066666667, + "TP": 4923.36, + "n_pred": 5602.933333333333, + "n_ref": 6279.986666666667 + }, + "3": { + "Dice": 0.4982620274221222, + "FN": 1785.3333333333335, + "FP": 1460.4466666666667, + "IoU": 0.4552351594983241, + "TN": 574249.4933333333, + "TP": 6611.393333333333, + "n_pred": 8071.839999999998, + "n_ref": 8396.726666666666 + }, + "4": { + "Dice": 0.3567489050362319, + "FN": 752.2266666666667, + "FP": 295.04, + "IoU": 0.30070937049572793, + "TN": 581464.6866666668, + "TP": 1594.7133333333334, + "n_pred": 1889.7533333333333, + "n_ref": 2346.9399999999996 + }, + "5": { + "Dice": 0.5654498991988676, + "FN": 398.8066666666667, + "FP": 237.04000000000002, + "IoU": 0.4638313485884539, + "TN": 582377.4800000001, + "TP": 1093.34, + "n_pred": 1330.3799999999999, + "n_ref": 1492.1466666666668 + }, + "6": { + "Dice": 0.7020716668926207, + "FN": 3698.2666666666673, + "FP": 5475.346666666667, + "IoU": 0.6337509959270967, + "TN": 545621.8333333333, + "TP": 29311.22, + "n_pred": 34786.56666666667, + "n_ref": 33009.48666666667 + }, + "7": { + "Dice": 0.5066845154828341, + "FN": 3778.313333333333, + "FP": 2713.42, + "IoU": 0.42775385757619483, + "TN": 569702.3200000001, + "TP": 7912.613333333333, + "n_pred": 10626.033333333333, + "n_ref": 11690.926666666668 + }, + "8": { + "Dice": 0.7790325904252116, + "FN": 1057.8, + "FP": 631.2466666666667, + "IoU": 0.7194618003652755, + "TN": 575233.8266666667, + "TP": 7183.793333333333, + "n_pred": 7815.039999999999, + "n_ref": 8241.593333333332 + }, + "9": { + "Dice": 0.6672002002492512, + "FN": 770.2933333333333, + "FP": 765.6, + "IoU": 0.5723783483532225, + "TN": 578820.1, + "TP": 3750.6733333333336, + "n_pred": 4516.2733333333335, + "n_ref": 4520.966666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_001/summary.json b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a68bf420c78d68e4b09dbe746481924e9d444df2 --- /dev/null +++ b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7193214794797196, + "FN": 17526.881333333335, + "FP": 14192.262666666667, + "IoU": 0.6380078159256706, + "TN": 96256178.04666668, + "TP": 169063.64933333333, + "n_pred": 183255.912, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9223284503675974, + "FN": 7134.1, + "FP": 14853.28, + "IoU": 0.8739322942994484, + "TN": 96247819.42, + "TP": 187154.04, + "n_pred": 202007.32, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7783765300207395, + "FN": 14933.76, + "FP": 14592.62, + "IoU": 0.6595540032755106, + "TN": 96368145.66, + "TP": 59288.8, + "n_pred": 73881.42, + "n_ref": 74222.56 + }, + "11": { + "Dice": 3.237555645487657e-05, + "FN": 3700.34, + "FP": 0.0, + "IoU": 1.6200891049007695e-05, + "TN": 96453260.46, + "TP": 0.04, + "n_pred": 0.04, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.10476925468574613, + "FN": 3982.8, + "FP": 22.32, + "IoU": 0.059544094399803925, + "TN": 96452701.86, + "TP": 253.86, + "n_pred": 276.18, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6690284786886918, + "FN": 19278.5, + "FP": 15937.56, + "IoU": 0.5246668018775009, + "TN": 96383165.14, + "TP": 38579.64, + "n_pred": 54517.2, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7500438346466153, + "FN": 32527.26, + "FP": 25437.52, + "IoU": 0.6537135847466884, + "TN": 96293165.18, + "TP": 105830.88, + "n_pred": 131268.4, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7313628719872406, + "FN": 11539.3, + "FP": 11330.52, + "IoU": 0.6161409036578865, + "TN": 96391583.28, + "TP": 42507.74, + "n_pred": 53838.26, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9140631091155604, + "FN": 16856.6, + "FP": 8462.82, + "IoU": 0.8504696983052371, + "TN": 96291656.32, + "TP": 139985.1, + "n_pred": 148447.92, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9224909961306206, + "FN": 9372.12, + "FP": 16339.68, + "IoU": 0.861049575276846, + "TN": 96277218.58, + "TP": 154030.46, + "n_pred": 170370.14, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7216612123436228, + "FN": 5429.42, + "FP": 4879.7, + "IoU": 0.6248477196117028, + "TN": 96425503.64, + "TP": 21148.08, + "n_pred": 26027.78, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6825974075427917, + "FN": 7978.84, + "FP": 2873.6, + "IoU": 0.5409507920752293, + "TN": 96436935.08, + "TP": 9173.32, + "n_pred": 12046.92, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9620227130857009, + "FN": 59386.62, + "FP": 43806.26, + "IoU": 0.9276704226511703, + "TN": 95053930.96, + "TP": 1299837.0, + "n_pred": 1343643.26, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8583170006705614, + "FN": 43227.0, + "FP": 34372.12, + "IoU": 0.776739077664827, + "TN": 96083664.06, + "TP": 295697.66, + "n_pred": 330069.78, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9087539516110381, + "FN": 17145.0, + "FP": 10498.8, + "IoU": 0.8351430941284539, + "TN": 96314092.86, + "TP": 115224.18, + "n_pred": 125722.98, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8639740057428159, + "FN": 10411.56, + "FP": 9477.14, + "IoU": 0.7656789760237068, + "TN": 96369828.2, + "TP": 67243.94, + "n_pred": 76721.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9283009561585137, + "FN": 2351, + "FP": 11604, + "IoU": 0.8661955625443458, + "TN": 119489026, + "TP": 90339, + "n_pred": 101943, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8078975585107039, + "FN": 9783, + "FP": 21391, + "IoU": 0.6777081653330025, + "TN": 119496594, + "TP": 65552, + "n_pred": 86943, + "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": 0.37751586582048957, + "FN": 3424, + "FP": 9, + "IoU": 0.2326776933392937, + "TN": 119588846, + "TP": 1041, + "n_pred": 1050, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5964912280701754, + "FN": 18468, + "FP": 27923, + "IoU": 0.425, + "TN": 119512640, + "TP": 34289, + "n_pred": 62212, + "n_ref": 52757 + }, + "14": { + "Dice": 0.368835253715056, + "FN": 190026, + "FP": 6626, + "IoU": 0.2261177202088851, + "TN": 119339209, + "TP": 57459, + "n_pred": 64085, + "n_ref": 247485 + }, + "15": { + "Dice": 0.026974452081442096, + "FN": 30159, + "FP": 164919, + "IoU": 0.013671618246352045, + "TN": 119395538, + "TP": 2704, + "n_pred": 167623, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9525057550200944, + "FN": 4874, + "FP": 8681, + "IoU": 0.9093183657905124, + "TN": 119443841, + "TP": 135924, + "n_pred": 144605, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9495371320988262, + "FN": 6213, + "FP": 11236, + "IoU": 0.903922605085511, + "TN": 119411706, + "TP": 164165, + "n_pred": 175401, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8649819087183755, + "FN": 16385, + "FP": 2758, + "IoU": 0.7620864507469365, + "TN": 119512858, + "TP": 61319, + "n_pred": 64077, + "n_ref": 77704 + }, + "5": { + "Dice": 0.03571001172781887, + "FN": 62772, + "FP": 17806, + "IoU": 0.01817960277811624, + "TN": 119511250, + "TP": 1492, + "n_pred": 19298, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9681475736295986, + "FN": 27297, + "FP": 48679, + "IoU": 0.9382616630898585, + "TN": 118362707, + "TP": 1154637, + "n_pred": 1203316, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 114504, + "IoU": 0.0, + "TN": 119478816, + "TP": 0, + "n_pred": 114504, + "n_ref": 0 + }, + "8": { + "Dice": 0.8053916748607014, + "FN": 70266, + "FP": 34234, + "IoU": 0.6741889018451197, + "TN": 119272582, + "TP": 216238, + "n_pred": 250472, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8382702293606913, + "FN": 16723, + "FP": 6356, + "IoU": 0.7215707564241767, + "TN": 119510430, + "TP": 59811, + "n_pred": 66167, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9574136244680007, + "FN": 7473, + "FP": 8637, + "IoU": 0.9183062880324544, + "TN": 72628460, + "TP": 181090, + "n_pred": 189727, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7225562821541822, + "FN": 13536, + "FP": 28636, + "IoU": 0.5656267059441532, + "TN": 72728573, + "TP": 54915, + "n_pred": 83551, + "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": 0.17402190923317684, + "FN": 2596, + "FP": 43, + "IoU": 0.09530339389784025, + "TN": 72822743, + "TP": 278, + "n_pred": 321, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7379989361381816, + "FN": 13417, + "FP": 12688, + "IoU": 0.5847847179144597, + "TN": 72762789, + "TP": 36766, + "n_pred": 49454, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8827609894322357, + "FN": 4924, + "FP": 14191, + "IoU": 0.7901272521657023, + "TN": 72734581, + "TP": 71964, + "n_pred": 86155, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8661050923495442, + "FN": 6186, + "FP": 5036, + "IoU": 0.7638318917440075, + "TN": 72778143, + "TP": 36295, + "n_pred": 41331, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9576358084277661, + "FN": 8363, + "FP": 2916, + "IoU": 0.9187151824386166, + "TN": 72686901, + "TP": 127480, + "n_pred": 130396, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9595027151720641, + "FN": 3197, + "FP": 7266, + "IoU": 0.9221578269959007, + "TN": 72691247, + "TP": 123950, + "n_pred": 131216, + "n_ref": 127147 + }, + "4": { + "Dice": 0.849990378391617, + "FN": 2716, + "FP": 5859, + "IoU": 0.7391158842678511, + "TN": 72792791, + "TP": 24294, + "n_pred": 30153, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7894642322657887, + "FN": 2045, + "FP": 1472, + "IoU": 0.652161012758382, + "TN": 72815549, + "TP": 6594, + "n_pred": 8066, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9566873433379253, + "FN": 51141, + "FP": 53590, + "IoU": 0.9169708976776967, + "TN": 71564283, + "TP": 1156646, + "n_pred": 1210236, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9065581035815512, + "FN": 18984, + "FP": 26347, + "IoU": 0.8290866725986699, + "TN": 72560432, + "TP": 219897, + "n_pred": 246244, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9294549103049804, + "FN": 4465, + "FP": 3691, + "IoU": 0.8682071584390402, + "TN": 72763775, + "TP": 53729, + "n_pred": 57420, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8607905403660961, + "FN": 11303, + "FP": 10265, + "IoU": 0.7556033994334278, + "TN": 72737410, + "TP": 66682, + "n_pred": 76947, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640143896468101, + "FN": 8413, + "FP": 10373, + "IoU": 0.9305287448135082, + "TN": 71539074, + "TP": 251628, + "n_pred": 262001, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8248126091531344, + "FN": 17681, + "FP": 14619, + "IoU": 0.7018562448655584, + "TN": 71701151, + "TP": 76037, + "n_pred": 90656, + "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": 0.011000763941940413, + "FN": 6473, + "FP": 0, + "IoU": 0.005530803502842218, + "TN": 71802979, + "TP": 36, + "n_pred": 36, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7591845579410588, + "FN": 18356, + "FP": 10538, + "IoU": 0.6118432542081436, + "TN": 71735049, + "TP": 45545, + "n_pred": 56083, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8825153692758586, + "FN": 105727, + "FP": 5151, + "IoU": 0.7897337869461164, + "TN": 71282166, + "TP": 416444, + "n_pred": 421595, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8310202894518877, + "FN": 49228, + "FP": 4224, + "IoU": 0.7108936810051545, + "TN": 71624601, + "TP": 131435, + "n_pred": 135659, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9356784919276558, + "FN": 10475, + "FP": 8278, + "IoU": 0.8791314324017737, + "TN": 71654336, + "TP": 136399, + "n_pred": 144677, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9437131474103586, + "FN": 7341, + "FP": 13851, + "IoU": 0.893425062611267, + "TN": 71610642, + "TP": 177654, + "n_pred": 191505, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7415067332690679, + "FN": 1283, + "FP": 7566, + "IoU": 0.5892019869086857, + "TN": 71787947, + "TP": 12692, + "n_pred": 20258, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8224604761039433, + "FN": 1291, + "FP": 2617, + "IoU": 0.6984567901234567, + "TN": 71796528, + "TP": 9052, + "n_pred": 11669, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9695786512783439, + "FN": 43829, + "FP": 31747, + "IoU": 0.9409535744588426, + "TN": 70529546, + "TP": 1204366, + "n_pred": 1236113, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9388551412228971, + "FN": 12813, + "FP": 16146, + "IoU": 0.8847568109643992, + "TN": 71558202, + "TP": 222327, + "n_pred": 238473, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9191721383865146, + "FN": 9421, + "FP": 3209, + "IoU": 0.850433423333807, + "TN": 71725044, + "TP": 71814, + "n_pred": 75023, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8426880466807184, + "FN": 14792, + "FP": 12599, + "IoU": 0.7281425239442211, + "TN": 71708733, + "TP": 73364, + "n_pred": 85963, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673936375239752, + "FN": 4628, + "FP": 9499, + "IoU": 0.9368464815617833, + "TN": 135221817, + "TP": 209566, + "n_pred": 219065, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8234152690984253, + "FN": 16815, + "FP": 12488, + "IoU": 0.6998350798479867, + "TN": 135347887, + "TP": 68320, + "n_pred": 80808, + "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": 0.7574274101187937, + "FN": 6844, + "FP": 14760, + "IoU": 0.6095639130356207, + "TN": 135390177, + "TP": 33729, + "n_pred": 48489, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8649667193568933, + "FN": 11960, + "FP": 28959, + "IoU": 0.7620628699687162, + "TN": 135273536, + "TP": 131055, + "n_pred": 160014, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8076298097857834, + "FN": 13277, + "FP": 4836, + "IoU": 0.6773314331522223, + "TN": 135389375, + "TP": 38022, + "n_pred": 42858, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9034875628302617, + "FN": 34285, + "FP": 3157, + "IoU": 0.8239647195998044, + "TN": 135232814, + "TP": 175254, + "n_pred": 178411, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9067922054808197, + "FN": 17970, + "FP": 24974, + "IoU": 0.8294783572044044, + "TN": 135193671, + "TP": 208895, + "n_pred": 233869, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8446047184904893, + "FN": 3583, + "FP": 8655, + "IoU": 0.7310093195006154, + "TN": 135400014, + "TP": 33258, + "n_pred": 41913, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5051961823966066, + "FN": 17325, + "FP": 3672, + "IoU": 0.3379682179341657, + "TN": 135413794, + "TP": 10719, + "n_pred": 14391, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9646599334891252, + "FN": 48541, + "FP": 69704, + "IoU": 0.9317324468472047, + "TN": 133713428, + "TP": 1613837, + "n_pred": 1683541, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8360268514528406, + "FN": 17576, + "FP": 53579, + "IoU": 0.7182526955165136, + "TN": 135192961, + "TP": 181394, + "n_pred": 234973, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8498274653838777, + "FN": 65886, + "FP": 13189, + "IoU": 0.7388695520081369, + "TN": 135142692, + "TP": 223743, + "n_pred": 236932, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8374205667020008, + "FN": 21799, + "FP": 7802, + "IoU": 0.7203125590536301, + "TN": 135339674, + "TP": 76235, + "n_pred": 84037, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9043540500397744, + "FN": 12359, + "FP": 39222, + "IoU": 0.825407194790073, + "TN": 105458569, + "TP": 243855, + "n_pred": 283077, + "n_ref": 256214 + }, + "10": { + "Dice": 0.39432737351067193, + "FN": 34306, + "FP": 46114, + "IoU": 0.24558391729753562, + "TN": 105647406, + "TP": 26179, + "n_pred": 72293, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0016187778227438284, + "FN": 2467, + "FP": 0, + "IoU": 0.0008100445524503848, + "TN": 105751536, + "TP": 2, + "n_pred": 2, + "n_ref": 2469 + }, + "12": { + "Dice": 0.28690386071158214, + "FN": 3646, + "FP": 122, + "IoU": 0.16747680070702606, + "TN": 105749479, + "TP": 758, + "n_pred": 880, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5040929162492115, + "FN": 46940, + "FP": 19881, + "IoU": 0.3369814353611224, + "TN": 105653222, + "TP": 33962, + "n_pred": 53843, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9408295901581649, + "FN": 16456, + "FP": 6241, + "IoU": 0.8882702739955303, + "TN": 105550863, + "TP": 180445, + "n_pred": 186686, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8355076990922788, + "FN": 5197, + "FP": 3755, + "IoU": 0.7174866664562755, + "TN": 105722318, + "TP": 22735, + "n_pred": 26490, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9366280892418621, + "FN": 9481, + "FP": 9925, + "IoU": 0.8808095077234899, + "TN": 105591190, + "TP": 143409, + "n_pred": 153334, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9508053656365769, + "FN": 6945, + "FP": 10079, + "IoU": 0.9062240069626912, + "TN": 105572466, + "TP": 164515, + "n_pred": 174594, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5891582856904394, + "FN": 19677, + "FP": 9858, + "IoU": 0.4175934690014198, + "TN": 105703293, + "TP": 21177, + "n_pred": 31035, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7640181949581261, + "FN": 3379, + "FP": 2172, + "IoU": 0.6181467978262365, + "TN": 105739468, + "TP": 8986, + "n_pred": 11158, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9541669231222324, + "FN": 94873, + "FP": 43633, + "IoU": 0.9123510665495533, + "TN": 104173769, + "TP": 1441730, + "n_pred": 1485363, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8573356915985952, + "FN": 15597, + "FP": 68532, + "IoU": 0.7502953275910172, + "TN": 105417091, + "TP": 252785, + "n_pred": 321317, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8347096410727788, + "FN": 4215, + "FP": 29232, + "IoU": 0.7163104325699745, + "TN": 105636105, + "TP": 84453, + "n_pred": 113685, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8326757114625821, + "FN": 12236, + "FP": 12911, + "IoU": 0.7133199571353656, + "TN": 105666287, + "TP": 62571, + "n_pred": 75482, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660602128977088, + "FN": 7538, + "FP": 9727, + "IoU": 0.9343486196668949, + "TN": 96874900, + "TP": 245715, + "n_pred": 255442, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8182657552282805, + "FN": 13759, + "FP": 30134, + "IoU": 0.6924278947220899, + "TN": 96995172, + "TP": 98815, + "n_pred": 128949, + "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": 0.19984859954579864, + "FN": 3990, + "FP": 238, + "IoU": 0.11101766190075694, + "TN": 97133124, + "TP": 528, + "n_pred": 766, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7411033381491902, + "FN": 10912, + "FP": 16326, + "IoU": 0.5886927502529332, + "TN": 97071657, + "TP": 38985, + "n_pred": 55311, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9465217737380935, + "FN": 14747, + "FP": 13471, + "IoU": 0.8984730297622474, + "TN": 96859944, + "TP": 249718, + "n_pred": 263189, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7647805010646491, + "FN": 5491, + "FP": 4893, + "IoU": 0.6191454245369521, + "TN": 97110615, + "TP": 16881, + "n_pred": 21774, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9351850534314213, + "FN": 6559, + "FP": 11661, + "IoU": 0.878260637160573, + "TN": 96988216, + "TP": 131444, + "n_pred": 143105, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9383674750157687, + "FN": 10436, + "FP": 9009, + "IoU": 0.8838910385019585, + "TN": 96970408, + "TP": 148027, + "n_pred": 157036, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8960070206230804, + "FN": 950, + "FP": 5212, + "IoU": 0.8116057233704292, + "TN": 97105172, + "TP": 26546, + "n_pred": 31758, + "n_ref": 27496 + }, + "5": { + "Dice": 0.806171716464908, + "FN": 3112, + "FP": 2428, + "IoU": 0.6752828087450912, + "TN": 97120819, + "TP": 11521, + "n_pred": 13949, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9735328140716495, + "FN": 49029, + "FP": 29884, + "IoU": 0.9484305269741026, + "TN": 95607653, + "TP": 1451314, + "n_pred": 1481198, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.943866839658925, + "FN": 9452, + "FP": 19665, + "IoU": 0.8937006005512659, + "TN": 96863965, + "TP": 244798, + "n_pred": 264463, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9300131874951516, + "FN": 8168, + "FP": 9876, + "IoU": 0.8691819157265899, + "TN": 96999948, + "TP": 119888, + "n_pred": 129764, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8155495804852765, + "FN": 5642, + "FP": 22827, + "IoU": 0.6885468290174713, + "TN": 97046473, + "TP": 62938, + "n_pred": 85765, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9229126892360644, + "FN": 1898, + "FP": 26770, + "IoU": 0.8568596807453602, + "TN": 130566513, + "TP": 171611, + "n_pred": 198381, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8289358153989982, + "FN": 11634, + "FP": 15447, + "IoU": 0.7078483197583473, + "TN": 130674097, + "TP": 65614, + "n_pred": 81061, + "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": 0.16538037486218302, + "FN": 3028, + "FP": 0, + "IoU": 0.09014423076923077, + "TN": 130763464, + "TP": 300, + "n_pred": 300, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7207100699338856, + "FN": 21742, + "FP": 8969, + "IoU": 0.5633672656960873, + "TN": 130696456, + "TP": 39625, + "n_pred": 48594, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9474664532171129, + "FN": 3772, + "FP": 13489, + "IoU": 0.9001769645376946, + "TN": 130593876, + "TP": 155655, + "n_pred": 169144, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6774189055557877, + "FN": 4471, + "FP": 18690, + "IoU": 0.5121946082561079, + "TN": 130719312, + "TP": 24319, + "n_pred": 43009, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8865331914756424, + "FN": 28843, + "FP": 6351, + "IoU": 0.7961918439675241, + "TN": 130594110, + "TP": 137488, + "n_pred": 143839, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8973907069979054, + "FN": 6678, + "FP": 29768, + "IoU": 0.8138791434947579, + "TN": 130570973, + "TP": 159373, + "n_pred": 189141, + "n_ref": 166051 + }, + "4": { + "Dice": 0.866266718784521, + "FN": 4450, + "FP": 3419, + "IoU": 0.7640833458252136, + "TN": 130733437, + "TP": 25486, + "n_pred": 28905, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5666607210099689, + "FN": 17013, + "FP": 4852, + "IoU": 0.3953430491413401, + "TN": 130730631, + "TP": 14296, + "n_pred": 19148, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9620250930779148, + "FN": 28737, + "FP": 74556, + "IoU": 0.9268288536286635, + "TN": 129355129, + "TP": 1308370, + "n_pred": 1382926, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9414719819289072, + "FN": 21265, + "FP": 31488, + "IoU": 0.8894162137007091, + "TN": 130289751, + "TP": 424288, + "n_pred": 455776, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8494385596863501, + "FN": 32625, + "FP": 37421, + "IoU": 0.7382817900231282, + "TN": 130499153, + "TP": 197593, + "n_pred": 235014, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8686531314911887, + "FN": 17764, + "FP": 7719, + "IoU": 0.7678044246819987, + "TN": 130657044, + "TP": 84265, + "n_pred": 91984, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8585698678798312, + "FN": 11838, + "FP": 50431, + "IoU": 0.7521878420057706, + "TN": 71984733, + "TP": 189006, + "n_pred": 239437, + "n_ref": 200844 + }, + "10": { + "Dice": 0.49161903538629503, + "FN": 39698, + "FP": 7798, + "IoU": 0.32592497977604634, + "TN": 72165547, + "TP": 22965, + "n_pred": 30763, + "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": 0.48823681489141674, + "FN": 43999, + "FP": 11427, + "IoU": 0.32295852928601965, + "TN": 72154143, + "TP": 26439, + "n_pred": 37866, + "n_ref": 70438 + }, + "14": { + "Dice": 0.38401230031461986, + "FN": 17150, + "FP": 164737, + "IoU": 0.2376331827212447, + "TN": 71997426, + "TP": 56695, + "n_pred": 221432, + "n_ref": 73845 + }, + "15": { + "Dice": 0.566463139678013, + "FN": 5076, + "FP": 30497, + "IoU": 0.3951507319810246, + "TN": 72177195, + "TP": 23240, + "n_pred": 53737, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9129454436523647, + "FN": 14533, + "FP": 6972, + "IoU": 0.8398340619809782, + "TN": 72101741, + "TP": 112762, + "n_pred": 119734, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9037432100990361, + "FN": 7776, + "FP": 26407, + "IoU": 0.8243900684808352, + "TN": 72041355, + "TP": 160470, + "n_pred": 186877, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36790, + "IoU": 0.0, + "TN": 72199218, + "TP": 0, + "n_pred": 36790, + "n_ref": 0 + }, + "5": { + "Dice": 0.8188880426504189, + "FN": 163, + "FP": 3404, + "IoU": 0.69331957699252, + "TN": 72224377, + "TP": 8064, + "n_pred": 11468, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9205394365667181, + "FN": 129648, + "FP": 108965, + "IoU": 0.8527772738995608, + "TN": 70615246, + "TP": 1382149, + "n_pred": 1491114, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6620947362182026, + "FN": 93506, + "FP": 157340, + "IoU": 0.4948741545023067, + "TN": 71739407, + "TP": 245755, + "n_pred": 403095, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9316772979739302, + "FN": 5431, + "FP": 3684, + "IoU": 0.8720935127625836, + "TN": 72164745, + "TP": 62148, + "n_pred": 65832, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6362793647695948, + "FN": 23537, + "FP": 6283, + "IoU": 0.46657603348657495, + "TN": 72180105, + "TP": 26083, + "n_pred": 32366, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7813811856384713, + "FN": 8675, + "FP": 36268, + "IoU": 0.6412022992176273, + "TN": 52427860, + "TP": 80317, + "n_pred": 116585, + "n_ref": 88992 + }, + "10": { + "Dice": 0.12274496983386335, + "FN": 43054, + "FP": 15980, + "IoU": 0.06538534608321196, + "TN": 52489956, + "TP": 4130, + "n_pred": 20110, + "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": 0.49533341091586175, + "FN": 10974, + "FP": 10709, + "IoU": 0.32919811904467267, + "TN": 52520796, + "TP": 10641, + "n_pred": 21350, + "n_ref": 21615 + }, + "14": { + "Dice": 0.45617088230385966, + "FN": 36702, + "FP": 8922, + "IoU": 0.2954801649191618, + "TN": 52488361, + "TP": 19135, + "n_pred": 28057, + "n_ref": 55837 + }, + "15": { + "Dice": 0.11189027534288955, + "FN": 23099, + "FP": 11349, + "IoU": 0.059260472991424985, + "TN": 52516502, + "TP": 2170, + "n_pred": 13519, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5254402461058698, + "FN": 85202, + "FP": 4887, + "IoU": 0.35633703192986715, + "TN": 52413157, + "TP": 49874, + "n_pred": 54761, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7730866899271218, + "FN": 12032, + "FP": 64905, + "IoU": 0.6301070202598101, + "TN": 52345122, + "TP": 131061, + "n_pred": 195966, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1719, + "IoU": 0.0, + "TN": 52549521, + "TP": 0, + "n_pred": 1719, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7216739537788882, + "FN": 505, + "FP": 3951, + "IoU": 0.5645460764194273, + "TN": 52542887, + "TP": 5777, + "n_pred": 9728, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9246516797157603, + "FN": 75626, + "FP": 38001, + "IoU": 0.8598624857398329, + "TN": 51742295, + "TP": 697198, + "n_pred": 735199, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4997982433976566, + "FN": 126798, + "FP": 5841, + "IoU": 0.3331540182499183, + "TN": 52354215, + "TP": 66266, + "n_pred": 72107, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8830148370101478, + "FN": 10760, + "FP": 2163, + "IoU": 0.7905340789367048, + "TN": 52491425, + "TP": 48772, + "n_pred": 50935, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8487552375341723, + "FN": 13978, + "FP": 8871, + "IoU": 0.7372500316233714, + "TN": 52466159, + "TP": 64112, + "n_pred": 72983, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739492531382018, + "FN": 10883, + "FP": 4194, + "IoU": 0.9492213285912514, + "TN": 143840334, + "TP": 281839, + "n_pred": 286033, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8656142522345207, + "FN": 12958, + "FP": 13534, + "IoU": 0.763068695053348, + "TN": 144025437, + "TP": 85321, + "n_pred": 98855, + "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": 0.0467047223663726, + "FN": 5511, + "FP": 0, + "IoU": 0.023910733262486716, + "TN": 144131604, + "TP": 135, + "n_pred": 135, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8191982710750252, + "FN": 22425, + "FP": 13716, + "IoU": 0.6937644576628791, + "TN": 144019233, + "TP": 81876, + "n_pred": 95592, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9504058745660264, + "FN": 29578, + "FP": 10134, + "IoU": 0.9054984698709742, + "TN": 143717024, + "TP": 380514, + "n_pred": 390648, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8605900970750048, + "FN": 2409, + "FP": 4154, + "IoU": 0.7552945563012677, + "TN": 144110430, + "TP": 20257, + "n_pred": 24411, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9574265021014835, + "FN": 5117, + "FP": 6704, + "IoU": 0.9183299825205021, + "TN": 143992509, + "TP": 132920, + "n_pred": 139624, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9601165135559041, + "FN": 7082, + "FP": 6802, + "IoU": 0.9232923938806292, + "TN": 143956251, + "TP": 167115, + "n_pred": 173917, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9180907038474981, + "FN": 2575, + "FP": 6096, + "IoU": 0.8485838019068906, + "TN": 144079984, + "TP": 48595, + "n_pred": 54691, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6832803560076287, + "FN": 13323, + "FP": 4114, + "IoU": 0.5189262263422171, + "TN": 144101004, + "TP": 18809, + "n_pred": 22923, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9746550721904232, + "FN": 35677, + "FP": 33125, + "IoU": 0.9505631185717756, + "TN": 142745536, + "TP": 1322912, + "n_pred": 1356037, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9351861965734166, + "FN": 17897, + "FP": 14145, + "IoU": 0.8782626535869243, + "TN": 143874044, + "TP": 231164, + "n_pred": 245309, + "n_ref": 249061 + }, + "8": { + "Dice": 0.83783366035662, + "FN": 33978, + "FP": 41562, + "IoU": 0.7209240465643807, + "TN": 143866571, + "TP": 195139, + "n_pred": 236701, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8717306301300934, + "FN": 11303, + "FP": 13169, + "IoU": 0.7726263367679714, + "TN": 144029621, + "TP": 83157, + "n_pred": 96326, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631461728360656, + "FN": 6650, + "FP": 9219, + "IoU": 0.9289122030542353, + "TN": 111555689, + "TP": 207362, + "n_pred": 216581, + "n_ref": 214012 + }, + "10": { + "Dice": 0.655988411441327, + "FN": 18378, + "FP": 10595, + "IoU": 0.4880824071947276, + "TN": 111722323, + "TP": 27624, + "n_pred": 38219, + "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": 0.0029997857295907433, + "FN": 4653, + "FP": 0, + "IoU": 0.0015021459227467812, + "TN": 111774260, + "TP": 7, + "n_pred": 7, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7109660506419215, + "FN": 11991, + "FP": 21306, + "IoU": 0.5515495158183948, + "TN": 111704671, + "TP": 40952, + "n_pred": 62258, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8034146134519932, + "FN": 6755, + "FP": 34950, + "IoU": 0.6714227187495075, + "TN": 111651994, + "TP": 85221, + "n_pred": 120171, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6602511227201906, + "FN": 3528, + "FP": 3886, + "IoU": 0.4928170748392393, + "TN": 111764302, + "TP": 7204, + "n_pred": 11090, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9245402114543724, + "FN": 24684, + "FP": 4964, + "IoU": 0.8596697164332404, + "TN": 111567647, + "TP": 181625, + "n_pred": 186589, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8319541996151572, + "FN": 2260, + "FP": 22455, + "IoU": 0.71226162479335, + "TN": 111693026, + "TP": 61179, + "n_pred": 83634, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8559743384121893, + "FN": 2668, + "FP": 2720, + "IoU": 0.7482125332959484, + "TN": 111757521, + "TP": 16011, + "n_pred": 18731, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5572103680366605, + "FN": 14743, + "FP": 3809, + "IoU": 0.38620347394540944, + "TN": 111748695, + "TP": 11673, + "n_pred": 15482, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9694689067639358, + "FN": 29700, + "FP": 46201, + "IoU": 0.940746876175874, + "TN": 110497958, + "TP": 1205061, + "n_pred": 1251262, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8979595967774584, + "FN": 16587, + "FP": 33823, + "IoU": 0.8148154951049722, + "TN": 111506705, + "TP": 221805, + "n_pred": 255628, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8508478955547703, + "FN": 53319, + "FP": 25189, + "IoU": 0.7404136426008895, + "TN": 111476485, + "TP": 223927, + "n_pred": 249116, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8649182389937107, + "FN": 11578, + "FP": 9900, + "IoU": 0.7619876106783098, + "TN": 111688681, + "TP": 68761, + "n_pred": 78661, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8631370740569942, + "FN": 10054, + "FP": 39212, + "IoU": 0.7592270399186769, + "TN": 198883259, + "TP": 155350, + "n_pred": 194562, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7310765958818033, + "FN": 17752, + "FP": 15630, + "IoU": 0.5761392638114707, + "TN": 199009118, + "TP": 45375, + "n_pred": 61005, + "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": 0.30843008581524484, + "FN": 2724, + "FP": 16, + "IoU": 0.1823336317517159, + "TN": 199084524, + "TP": 611, + "n_pred": 627, + "n_ref": 3335 + }, + "13": { + "Dice": 0.41880139419985785, + "FN": 23218, + "FP": 11132, + "IoU": 0.26486324530240124, + "TN": 199041149, + "TP": 12376, + "n_pred": 23508, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6181287696758692, + "FN": 21737, + "FP": 9413, + "IoU": 0.4473128581820763, + "TN": 199031514, + "TP": 25211, + "n_pred": 34624, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8215790645599028, + "FN": 40787, + "FP": 1682, + "IoU": 0.6971864126404654, + "TN": 198947627, + "TP": 97779, + "n_pred": 99461, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9358796374676915, + "FN": 5201, + "FP": 11842, + "IoU": 0.8794866355536699, + "TN": 198946455, + "TP": 124377, + "n_pred": 136219, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9558363957290431, + "FN": 6700, + "FP": 5510, + "IoU": 0.9154086503488268, + "TN": 198943534, + "TP": 132131, + "n_pred": 137641, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8510208660533991, + "FN": 1948, + "FP": 3364, + "IoU": 0.7406756492872486, + "TN": 199067391, + "TP": 15172, + "n_pred": 18536, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6049154875941061, + "FN": 9743, + "FP": 3744, + "IoU": 0.43360490508987065, + "TN": 199064063, + "TP": 10325, + "n_pred": 14069, + "n_ref": 20068 + }, + "6": { + "Dice": 0.95247061802042, + "FN": 71516, + "FP": 36619, + "IoU": 0.9092543220319781, + "TN": 197896248, + "TP": 1083492, + "n_pred": 1120111, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.897339766372483, + "FN": 13525, + "FP": 19115, + "IoU": 0.8137953460246105, + "TN": 198912584, + "TP": 142651, + "n_pred": 161766, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8981581112728654, + "FN": 11930, + "FP": 12205, + "IoU": 0.8151424632352942, + "TN": 198957315, + "TP": 106425, + "n_pred": 118630, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9043283653159373, + "FN": 8440, + "FP": 11652, + "IoU": 0.8253644036123111, + "TN": 198972824, + "TP": 94959, + "n_pred": 106611, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9347839449259328, + "FN": 9483, + "FP": 14920, + "IoU": 0.8775533756491632, + "TN": 130875897, + "TP": 174892, + "n_pred": 189812, + "n_ref": 184375 + }, + "10": { + "Dice": 0.828340659276851, + "FN": 11393, + "FP": 18170, + "IoU": 0.7069808010625328, + "TN": 130974301, + "TP": 71328, + "n_pred": 89498, + "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": 0.14257425742574256, + "FN": 4275, + "FP": 55, + "IoU": 0.0767590618336887, + "TN": 131070502, + "TP": 360, + "n_pred": 415, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5098692419024804, + "FN": 49293, + "FP": 29273, + "IoU": 0.34216409474926945, + "TN": 130955761, + "TP": 40865, + "n_pred": 70138, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5850375454280685, + "FN": 10412, + "FP": 55128, + "IoU": 0.41346506653779724, + "TN": 130963451, + "TP": 46201, + "n_pred": 101329, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7160968217673085, + "FN": 1116, + "FP": 19867, + "IoU": 0.5577498630021498, + "TN": 131027746, + "TP": 26463, + "n_pred": 46330, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9263992290834486, + "FN": 11247, + "FP": 12430, + "IoU": 0.8628898694740743, + "TN": 130902506, + "TP": 149009, + "n_pred": 161439, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9297167317917517, + "FN": 10670, + "FP": 16454, + "IoU": 0.8686641746237725, + "TN": 130868668, + "TP": 179400, + "n_pred": 195854, + "n_ref": 190070 + }, + "4": { + "Dice": 0.866551927103124, + "FN": 14927, + "FP": 2984, + "IoU": 0.7645272402187632, + "TN": 130999128, + "TP": 58153, + "n_pred": 61137, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7469199374451692, + "FN": 4908, + "FP": 1727, + "IoU": 0.5960672105199074, + "TN": 131058766, + "TP": 9791, + "n_pred": 11518, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9708547940287136, + "FN": 51047, + "FP": 34025, + "IoU": 0.9433603619738387, + "TN": 129573205, + "TP": 1416915, + "n_pred": 1450940, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8969158554798407, + "FN": 54699, + "FP": 111371, + "IoU": 0.8130983116161082, + "TN": 130186650, + "TP": 722472, + "n_pred": 833843, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9201466504752991, + "FN": 9224, + "FP": 11424, + "IoU": 0.8521033442923552, + "TN": 130935581, + "TP": 118963, + "n_pred": 130387, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7153980400053699, + "FN": 22911, + "FP": 11009, + "IoU": 0.5569024976486571, + "TN": 130998640, + "TP": 42632, + "n_pred": 53641, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618560950970133, + "FN": 3215, + "FP": 13625, + "IoU": 0.9265151878793697, + "TN": 101388037, + "TP": 212323, + "n_pred": 225948, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8368903932174613, + "FN": 7375, + "FP": 7612, + "IoU": 0.7195283989894264, + "TN": 101563765, + "TP": 38448, + "n_pred": 46060, + "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": 0.02126509280951523, + "FN": 5431, + "FP": 0, + "IoU": 0.010746812386156648, + "TN": 101611710, + "TP": 59, + "n_pred": 59, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8024209779052832, + "FN": 5263, + "FP": 21734, + "IoU": 0.6700359334131853, + "TN": 101535382, + "TP": 54821, + "n_pred": 76555, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9113954286908619, + "FN": 722, + "FP": 11148, + "IoU": 0.8372144052223045, + "TN": 101544282, + "TP": 61048, + "n_pred": 72196, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8319880104120106, + "FN": 1623, + "FP": 11157, + "IoU": 0.712311190149247, + "TN": 101572777, + "TP": 31643, + "n_pred": 42800, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9226367026448254, + "FN": 22409, + "FP": 2735, + "IoU": 0.8563840116976433, + "TN": 101442122, + "TP": 149934, + "n_pred": 152669, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9318824356907683, + "FN": 2727, + "FP": 22162, + "IoU": 0.8724530583797967, + "TN": 101422064, + "TP": 170247, + "n_pred": 192409, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7405309394652201, + "FN": 787, + "FP": 10023, + "IoU": 0.5879707272450069, + "TN": 101590964, + "TP": 15426, + "n_pred": 25449, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6913753979841334, + "FN": 10719, + "FP": 6826, + "IoU": 0.5283221765196118, + "TN": 101580003, + "TP": 19652, + "n_pred": 26478, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9784937649935489, + "FN": 51054, + "FP": 14120, + "IoU": 0.9578930910660269, + "TN": 100069378, + "TP": 1482648, + "n_pred": 1496768, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.961468144957993, + "FN": 19733, + "FP": 12977, + "IoU": 0.9257955259534175, + "TN": 101176391, + "TP": 408099, + "n_pred": 421076, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9028780214381111, + "FN": 36233, + "FP": 5872, + "IoU": 0.8229513573519023, + "TN": 101379384, + "TP": 195711, + "n_pred": 201583, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9279341527868693, + "FN": 4449, + "FP": 7441, + "IoU": 0.8655570506224629, + "TN": 101528761, + "TP": 76549, + "n_pred": 83990, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.957871512373882, + "FN": 9276, + "FP": 8520, + "IoU": 0.9191491488308066, + "TN": 118962103, + "TP": 202313, + "n_pred": 210833, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8513677486687162, + "FN": 13040, + "FP": 10601, + "IoU": 0.741201326779713, + "TN": 119090863, + "TP": 67708, + "n_pred": 78309, + "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": 0.10884975989023554, + "FN": 3897, + "FP": 0, + "IoU": 0.057557436517533256, + "TN": 119178077, + "TP": 238, + "n_pred": 238, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7063375478726195, + "FN": 6148, + "FP": 16242, + "IoU": 0.5459983372873451, + "TN": 119132895, + "TP": 26927, + "n_pred": 43169, + "n_ref": 33075 + }, + "14": { + "Dice": 0.12893972618977065, + "FN": 60428, + "FP": 13059, + "IoU": 0.06891265235790488, + "TN": 119103286, + "TP": 5439, + "n_pred": 18498, + "n_ref": 65867 + }, + "15": { + "Dice": 0.43871333427802184, + "FN": 14528, + "FP": 1316, + "IoU": 0.2809947358867308, + "TN": 119160176, + "TP": 6192, + "n_pred": 7508, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9444652328754936, + "FN": 13019, + "FP": 8204, + "IoU": 0.8947741583618425, + "TN": 118980522, + "TP": 180467, + "n_pred": 188671, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9575696476176123, + "FN": 12732, + "FP": 3598, + "IoU": 0.9185934057169064, + "TN": 118981614, + "TP": 184268, + "n_pred": 187866, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8618062855050725, + "FN": 6852, + "FP": 4849, + "IoU": 0.7571701324036028, + "TN": 119134026, + "TP": 36485, + "n_pred": 41334, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8242127609387899, + "FN": 3745, + "FP": 2217, + "IoU": 0.700988013440995, + "TN": 119162273, + "TP": 13977, + "n_pred": 16194, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9636617671069191, + "FN": 71526, + "FP": 54223, + "IoU": 0.9298718666556617, + "TN": 117389080, + "TP": 1667383, + "n_pred": 1721606, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9414000406363169, + "FN": 21945, + "FP": 12376, + "IoU": 0.8892878110463803, + "TN": 118872210, + "TP": 275681, + "n_pred": 288057, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9422772508068178, + "FN": 5375, + "FP": 4033, + "IoU": 0.8908546701161293, + "TN": 119096015, + "TP": 76789, + "n_pred": 80822, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8977643379282174, + "FN": 11894, + "FP": 4875, + "IoU": 0.814494004159476, + "TN": 119091816, + "TP": 73627, + "n_pred": 78502, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 60103, + "IoU": 0.0, + "TN": 61272377, + "TP": 0, + "n_pred": 60103, + "n_ref": 0 + }, + "10": { + "Dice": 0.7555701437668221, + "FN": 5654, + "FP": 12963, + "IoU": 0.6071616973686987, + "TN": 61285089, + "TP": 28774, + "n_pred": 41737, + "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": 0.16974726518294983, + "FN": 4400, + "FP": 2, + "IoU": 0.09274525968672712, + "TN": 61327628, + "TP": 450, + "n_pred": 452, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5854511476441147, + "FN": 21055, + "FP": 23754, + "IoU": 0.4138783518639634, + "TN": 61256030, + "TP": 31641, + "n_pred": 55395, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9542619387599125, + "FN": 14621, + "FP": 9915, + "IoU": 0.9125248225433258, + "TN": 61051989, + "TP": 255955, + "n_pred": 265870, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8222265204604405, + "FN": 15334, + "FP": 20511, + "IoU": 0.6981194047448606, + "TN": 61213741, + "TP": 82894, + "n_pred": 103405, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9034030179419077, + "FN": 6690, + "FP": 26297, + "IoU": 0.8238240964756274, + "TN": 61145241, + "TP": 154252, + "n_pred": 180549, + "n_ref": 160942 + }, + "3": { + "Dice": 0.893252207785722, + "FN": 21327, + "FP": 4323, + "IoU": 0.8070964442572649, + "TN": 61199512, + "TP": 107318, + "n_pred": 111641, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9356458238247376, + "FN": 1189, + "FP": 4451, + "IoU": 0.8790737564322469, + "TN": 61285840, + "TP": 41000, + "n_pred": 45451, + "n_ref": 42189 + }, + "5": { + "Dice": 0.749890707728178, + "FN": 853, + "FP": 4296, + "IoU": 0.5998601181224743, + "TN": 61319612, + "TP": 7719, + "n_pred": 12015, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9507127251369136, + "FN": 27712, + "FP": 94468, + "IoU": 0.9060557083959346, + "TN": 60031922, + "TP": 1178378, + "n_pred": 1272846, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5523902564906039, + "FN": 114323, + "FP": 31378, + "IoU": 0.38158782708346595, + "TN": 61096875, + "TP": 89904, + "n_pred": 121282, + "n_ref": 204227 + }, + "8": { + "Dice": 0.941971072666855, + "FN": 3833, + "FP": 5824, + "IoU": 0.8903074843531696, + "TN": 61244443, + "TP": 78380, + "n_pred": 84204, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8332509918407066, + "FN": 7717, + "FP": 14559, + "IoU": 0.714164731243504, + "TN": 61254547, + "TP": 55657, + "n_pred": 70216, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689720950965002, + "FN": 2164, + "FP": 9043, + "IoU": 0.9398117068297897, + "TN": 148921301, + "TP": 174992, + "n_pred": 184035, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8658542348850555, + "FN": 8679, + "FP": 11190, + "IoU": 0.7634417563577484, + "TN": 149023508, + "TP": 64123, + "n_pred": 75313, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.8002646085997795, + "FN": 20856, + "FP": 10847, + "IoU": 0.6670342596676959, + "TN": 149012286, + "TP": 63511, + "n_pred": 74358, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8917478767086149, + "FN": 2612, + "FP": 19349, + "IoU": 0.8046435084285904, + "TN": 148995085, + "TP": 90454, + "n_pred": 109803, + "n_ref": 93066 + }, + "15": { + "Dice": 0.85639008553412, + "FN": 3751, + "FP": 7750, + "IoU": 0.7488480772170419, + "TN": 149061707, + "TP": 34292, + "n_pred": 42042, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9583227565458563, + "FN": 4106, + "FP": 9193, + "IoU": 0.9199805050632683, + "TN": 148941303, + "TP": 152898, + "n_pred": 162091, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8313340966549607, + "FN": 5994, + "FP": 15955, + "IoU": 0.7113530858352731, + "TN": 149031459, + "TP": 54092, + "n_pred": 70047, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8640288021252054, + "FN": 1114, + "FP": 6666, + "IoU": 0.760608018708268, + "TN": 149075001, + "TP": 24719, + "n_pred": 31385, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3382196038409797, + "FN": 26425, + "FP": 2107, + "IoU": 0.2035284593696787, + "TN": 149071677, + "TP": 7291, + "n_pred": 9398, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9714457341774949, + "FN": 29002, + "FP": 34315, + "IoU": 0.9444768899972992, + "TN": 147967128, + "TP": 1077055, + "n_pred": 1111370, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9230780728879588, + "FN": 28115, + "FP": 13054, + "IoU": 0.8571448399823726, + "TN": 148819313, + "TP": 247018, + "n_pred": 260072, + "n_ref": 275133 + }, + "8": { + "Dice": 0.896842339491965, + "FN": 35606, + "FP": 8899, + "IoU": 0.8129774841784121, + "TN": 148869534, + "TP": 193461, + "n_pred": 202360, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9034004147959067, + "FN": 8210, + "FP": 8744, + "IoU": 0.823819767018944, + "TN": 149011269, + "TP": 79277, + "n_pred": 88021, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587719756274877, + "FN": 37695, + "FP": 3363, + "IoU": 0.9208088460789211, + "TN": 100194333, + "TP": 477409, + "n_pred": 480772, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5564802509749243, + "FN": 12928, + "FP": 27788, + "IoU": 0.3855023468509938, + "TN": 100646541, + "TP": 25543, + "n_pred": 53331, + "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": 0.02621408166694673, + "FN": 5795, + "FP": 0, + "IoU": 0.013281116975991826, + "TN": 100706927, + "TP": 78, + "n_pred": 78, + "n_ref": 5873 + }, + "13": { + "Dice": 0.05875046578064837, + "FN": 37736, + "FP": 7732, + "IoU": 0.03026425235139804, + "TN": 100665913, + "TP": 1419, + "n_pred": 9151, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6315599053029807, + "FN": 33448, + "FP": 107085, + "IoU": 0.4615181239941758, + "TN": 100451820, + "TP": 120447, + "n_pred": 227532, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9113176654323787, + "FN": 4820, + "FP": 12783, + "IoU": 0.8370831752260548, + "TN": 100604751, + "TP": 90446, + "n_pred": 103229, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7545988381057412, + "FN": 88782, + "FP": 5121, + "IoU": 0.6059082496422231, + "TN": 100474523, + "TP": 144374, + "n_pred": 149495, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8108559305331742, + "FN": 14119, + "FP": 83771, + "IoU": 0.6818819950863784, + "TN": 100405084, + "TP": 209826, + "n_pred": 293597, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7221506143045195, + "FN": 4987, + "FP": 35539, + "IoU": 0.5651296799047119, + "TN": 100619609, + "TP": 52665, + "n_pred": 88204, + "n_ref": 57652 + }, + "5": { + "Dice": 0.40620884289746, + "FN": 12155, + "FP": 469, + "IoU": 0.2548695549521898, + "TN": 100695858, + "TP": 4318, + "n_pred": 4787, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8847548081372605, + "FN": 371673, + "FP": 72870, + "IoU": 0.7933276149431299, + "TN": 98561845, + "TP": 1706412, + "n_pred": 1779282, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7248440279044907, + "FN": 14988, + "FP": 104444, + "IoU": 0.5684355826004004, + "TN": 100436058, + "TP": 157310, + "n_pred": 261754, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8994536351860734, + "FN": 5661, + "FP": 16772, + "IoU": 0.817279184178803, + "TN": 100590028, + "TP": 100339, + "n_pred": 117111, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7808030064808068, + "FN": 20411, + "FP": 25317, + "IoU": 0.6404239927027963, + "TN": 100585628, + "TP": 81444, + "n_pred": 106761, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9461769179550772, + "FN": 388, + "FP": 8423, + "IoU": 0.8978517685521175, + "TN": 78864443, + "TP": 77446, + "n_pred": 85869, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7107747639742245, + "FN": 15229, + "FP": 4071, + "IoU": 0.5513193072184122, + "TN": 78907685, + "TP": 23715, + "n_pred": 27786, + "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": 0.00933125972006221, + "FN": 2548, + "FP": 0, + "IoU": 0.0046875, + "TN": 78948140, + "TP": 12, + "n_pred": 12, + "n_ref": 2560 + }, + "13": { + "Dice": 0.49014594996925664, + "FN": 36686, + "FP": 10579, + "IoU": 0.32463134430727025, + "TN": 78880716, + "TP": 22719, + "n_pred": 33298, + "n_ref": 59405 + }, + "14": { + "Dice": 0.10680010455954292, + "FN": 24409, + "FP": 23429, + "IoU": 0.05641248175470433, + "TN": 78900002, + "TP": 2860, + "n_pred": 26289, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9061933790193347, + "FN": 2853, + "FP": 8796, + "IoU": 0.8284767724361334, + "TN": 78882785, + "TP": 56266, + "n_pred": 65062, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9024931127299927, + "FN": 14455, + "FP": 4056, + "IoU": 0.8223120266469566, + "TN": 78846523, + "TP": 85666, + "n_pred": 89722, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7780487236274624, + "FN": 1241, + "FP": 46362, + "IoU": 0.6367264707453506, + "TN": 78819661, + "TP": 83436, + "n_pred": 129798, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8361397522438988, + "FN": 220, + "FP": 6407, + "IoU": 0.7184193753983429, + "TN": 78927165, + "TP": 16908, + "n_pred": 23315, + "n_ref": 17128 + }, + "5": { + "Dice": 0.35179167594035166, + "FN": 26895, + "FP": 2229, + "IoU": 0.213438841926162, + "TN": 78913673, + "TP": 7903, + "n_pred": 10132, + "n_ref": 34798 + }, + "6": { + "Dice": 0.959660412916547, + "FN": 20153, + "FP": 37598, + "IoU": 0.9224491933512917, + "TN": 78206014, + "TP": 686935, + "n_pred": 724533, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7487976673956055, + "FN": 271694, + "FP": 29843, + "IoU": 0.5984624931420749, + "TN": 78199744, + "TP": 449419, + "n_pred": 479262, + "n_ref": 721113 + }, + "8": { + "Dice": 0.831479000608628, + "FN": 89982, + "FP": 7759, + "IoU": 0.7115653043819552, + "TN": 78611833, + "TP": 241126, + "n_pred": 248885, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7539410824120307, + "FN": 18620, + "FP": 6463, + "IoU": 0.605060540693738, + "TN": 78887189, + "TP": 38428, + "n_pred": 44891, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776693325500354, + "FN": 1752, + "FP": 4938, + "IoU": 0.9563141982120819, + "TN": 104851301, + "TP": 146449, + "n_pred": 151387, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8820636320466726, + "FN": 9219, + "FP": 11643, + "IoU": 0.7890105889134986, + "TN": 104905563, + "TP": 78015, + "n_pred": 89658, + "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": 0.28037715708948585, + "FN": 4045, + "FP": 0, + "IoU": 0.16304572729153735, + "TN": 104999607, + "TP": 788, + "n_pred": 788, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8361123845700439, + "FN": 13985, + "FP": 11039, + "IoU": 0.7183789684549332, + "TN": 104915583, + "TP": 63833, + "n_pred": 74872, + "n_ref": 77818 + }, + "14": { + "Dice": 0.933245792689463, + "FN": 432, + "FP": 9532, + "IoU": 0.8748461325897455, + "TN": 104924826, + "TP": 69650, + "n_pred": 79182, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8708394665729288, + "FN": 4541, + "FP": 1338, + "IoU": 0.7712273328663709, + "TN": 104978742, + "TP": 19819, + "n_pred": 21157, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8932004009748943, + "FN": 31304, + "FP": 2043, + "IoU": 0.8070118581192525, + "TN": 104831647, + "TP": 139446, + "n_pred": 141489, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9101588111022073, + "FN": 3618, + "FP": 25980, + "IoU": 0.8351297605320767, + "TN": 104824917, + "TP": 149925, + "n_pred": 175905, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 105004324, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "5": { + "Dice": 0.596231231497403, + "FN": 13263, + "FP": 9514, + "IoU": 0.42473607112188716, + "TN": 104964846, + "TP": 16817, + "n_pred": 26331, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9800719551926423, + "FN": 24457, + "FP": 24807, + "IoU": 0.9609226456536517, + "TN": 103743761, + "TP": 1211415, + "n_pred": 1236222, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9278500074232752, + "FN": 11356, + "FP": 22662, + "IoU": 0.8654106364290971, + "TN": 104751686, + "TP": 218736, + "n_pred": 241398, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8987552490164303, + "FN": 60865, + "FP": 7922, + "IoU": 0.8161267040898156, + "TN": 104630340, + "TP": 305313, + "n_pred": 313235, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9281832740696506, + "FN": 8066, + "FP": 5163, + "IoU": 0.8659906601699808, + "TN": 104905723, + "TP": 85488, + "n_pred": 90651, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794303968617384, + "FN": 10651, + "FP": 6464, + "IoU": 0.9596899553445255, + "TN": 177251704, + "TP": 407469, + "n_pred": 413933, + "n_ref": 418120 + }, + "10": { + "Dice": 0.694894492715751, + "FN": 29414, + "FP": 7948, + "IoU": 0.5324431540877749, + "TN": 177596379, + "TP": 42547, + "n_pred": 50495, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.860373144133491, + "FN": 11600, + "FP": 9654, + "IoU": 0.7549603975235482, + "TN": 177589551, + "TP": 65483, + "n_pred": 75137, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9261883196645037, + "FN": 1597, + "FP": 10301, + "IoU": 0.8625239756892289, + "TN": 177589742, + "TP": 74648, + "n_pred": 84949, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8449475250311633, + "FN": 2156, + "FP": 5556, + "IoU": 0.7315230635335074, + "TN": 177647563, + "TP": 21013, + "n_pred": 26569, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9726178738165101, + "FN": 9681, + "FP": 1844, + "IoU": 0.9466953424910967, + "TN": 177460078, + "TP": 204685, + "n_pred": 206529, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9793179457419157, + "FN": 6229, + "FP": 2253, + "IoU": 0.9594740513526169, + "TN": 177466990, + "TP": 200816, + "n_pred": 203069, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9199067545399603, + "FN": 2469, + "FP": 3097, + "IoU": 0.8516919797495337, + "TN": 177638758, + "TP": 31964, + "n_pred": 35061, + "n_ref": 34433 + }, + "5": { + "Dice": 0.672515844165731, + "FN": 13513, + "FP": 3694, + "IoU": 0.5066093189964158, + "TN": 177641413, + "TP": 17668, + "n_pred": 21362, + "n_ref": 31181 + }, + "6": { + "Dice": 0.956242145201182, + "FN": 118701, + "FP": 35681, + "IoU": 0.9161532445525842, + "TN": 175835048, + "TP": 1686858, + "n_pred": 1722539, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8580888698699728, + "FN": 9251, + "FP": 109471, + "IoU": 0.7514497820616425, + "TN": 177198630, + "TP": 358936, + "n_pred": 468407, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8340748971469351, + "FN": 25296, + "FP": 43992, + "IoU": 0.7153760521202611, + "TN": 177432851, + "TP": 174149, + "n_pred": 218141, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9434838633451852, + "FN": 7456, + "FP": 7851, + "IoU": 0.8930141534160405, + "TN": 177533213, + "TP": 127768, + "n_pred": 135619, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645442547419074, + "FN": 3257, + "FP": 10256, + "IoU": 0.931516638117151, + "TN": 193808217, + "TP": 183805, + "n_pred": 194061, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8925162177989278, + "FN": 8555, + "FP": 10350, + "IoU": 0.8058955193231755, + "TN": 193908139, + "TP": 78491, + "n_pred": 88841, + "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": 0.20209376422394174, + "FN": 3506, + "FP": 0, + "IoU": 0.11240506329113924, + "TN": 194001585, + "TP": 444, + "n_pred": 444, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7943105214081536, + "FN": 14914, + "FP": 11998, + "IoU": 0.6588019017432647, + "TN": 193926660, + "TP": 51963, + "n_pred": 63961, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8635759761210511, + "FN": 824, + "FP": 22897, + "IoU": 0.7599064767862023, + "TN": 193906736, + "TP": 75078, + "n_pred": 97975, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7992587227878839, + "FN": 2205, + "FP": 7219, + "IoU": 0.6656377505765478, + "TN": 193977350, + "TP": 18761, + "n_pred": 25980, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9658477130845156, + "FN": 5768, + "FP": 3647, + "IoU": 0.9339511455951062, + "TN": 193862989, + "TP": 133131, + "n_pred": 136778, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9618704982933141, + "FN": 4084, + "FP": 6260, + "IoU": 0.9265419166992153, + "TN": 193864720, + "TP": 130471, + "n_pred": 136731, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8999843760462469, + "FN": 868, + "FP": 3613, + "IoU": 0.8181559938316695, + "TN": 193980893, + "TP": 20161, + "n_pred": 23774, + "n_ref": 21029 + }, + "5": { + "Dice": 0.44590780809031044, + "FN": 17790, + "FP": 5770, + "IoU": 0.28692493946731235, + "TN": 193972495, + "TP": 9480, + "n_pred": 15250, + "n_ref": 27270 + }, + "6": { + "Dice": 0.962396486178292, + "FN": 32731, + "FP": 72958, + "IoU": 0.9275185303041109, + "TN": 192547383, + "TP": 1352463, + "n_pred": 1425421, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9481373402383353, + "FN": 19154, + "FP": 13974, + "IoU": 0.9013889136944628, + "TN": 193669589, + "TP": 302818, + "n_pred": 316792, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9146362521800694, + "FN": 29532, + "FP": 10016, + "IoU": 0.8427002044404139, + "TN": 193754117, + "TP": 211870, + "n_pred": 221886, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8888341006662128, + "FN": 15499, + "FP": 5242, + "IoU": 0.7999112474555996, + "TN": 193901876, + "TP": 82918, + "n_pred": 88160, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593258570425383, + "FN": 1749, + "FP": 7808, + "IoU": 0.9218311644759981, + "TN": 99533539, + "TP": 112704, + "n_pred": 120512, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8735152050183379, + "FN": 10832, + "FP": 6791, + "IoU": 0.7754345277537081, + "TN": 99577324, + "TP": 60853, + "n_pred": 67644, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6533654369683843, + "FN": 18431, + "FP": 10218, + "IoU": 0.48518392064547433, + "TN": 99600151, + "TP": 27000, + "n_pred": 37218, + "n_ref": 45431 + }, + "14": { + "Dice": 0.019502988361119848, + "FN": 53551, + "FP": 5672, + "IoU": 0.009847522236340533, + "TN": 99595988, + "TP": 589, + "n_pred": 6261, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6028909233777388, + "FN": 21451, + "FP": 280, + "IoU": 0.4315274544170351, + "TN": 99617573, + "TP": 16496, + "n_pred": 16776, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9626057499912241, + "FN": 5065, + "FP": 3457, + "IoU": 0.927907350540145, + "TN": 99537591, + "TP": 109687, + "n_pred": 113144, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9615258085999245, + "FN": 3975, + "FP": 5615, + "IoU": 0.9259024601310422, + "TN": 99526376, + "TP": 119834, + "n_pred": 125449, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8611411823726666, + "FN": 2599, + "FP": 2660, + "IoU": 0.7561439302605953, + "TN": 99634234, + "TP": 16307, + "n_pred": 18967, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8321236559139785, + "FN": 775, + "FP": 1723, + "IoU": 0.7125100702037058, + "TN": 99647111, + "TP": 6191, + "n_pred": 7914, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9681449822029989, + "FN": 49476, + "FP": 36377, + "IoU": 0.9382567952908517, + "TN": 98265315, + "TP": 1304632, + "n_pred": 1341009, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8984396655271182, + "FN": 11392, + "FP": 23782, + "IoU": 0.8156064061230374, + "TN": 99465045, + "TP": 155581, + "n_pred": 179363, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9594792757743529, + "FN": 4739, + "FP": 3385, + "IoU": 0.9221145273088096, + "TN": 99551493, + "TP": 96183, + "n_pred": 99568, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9315935324794344, + "FN": 10146, + "FP": 2394, + "IoU": 0.8719467363777469, + "TN": 99557872, + "TP": 85388, + "n_pred": 87782, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664404733765831, + "FN": 25779, + "FP": 3469, + "IoU": 0.9350602925928146, + "TN": 62633133, + "TP": 421139, + "n_pred": 424608, + "n_ref": 446918 + }, + "10": { + "Dice": 0.88427805342555, + "FN": 9091, + "FP": 7072, + "IoU": 0.7925613152457102, + "TN": 63005603, + "TP": 61754, + "n_pred": 68826, + "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": 0.22548771218647073, + "FN": 3057, + "FP": 0, + "IoU": 0.12707024557395774, + "TN": 63080018, + "TP": 445, + "n_pred": 445, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6954474274190823, + "FN": 14790, + "FP": 12243, + "IoU": 0.5330926802307506, + "TN": 63025622, + "TP": 30865, + "n_pred": 43108, + "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": 0.9783437744398488, + "FN": 2629, + "FP": 2743, + "IoU": 0.9576056504754764, + "TN": 62956805, + "TP": 121343, + "n_pred": 124086, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9817673330415281, + "FN": 861, + "FP": 3846, + "IoU": 0.9641876212576559, + "TN": 62952085, + "TP": 126728, + "n_pred": 130574, + "n_ref": 127589 + }, + "4": { + "Dice": 0.6495745066087272, + "FN": 9060, + "FP": 617, + "IoU": 0.4810146948407165, + "TN": 63064874, + "TP": 8969, + "n_pred": 9586, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5058790926006572, + "FN": 10565, + "FP": 1916, + "IoU": 0.3385797562268151, + "TN": 63064650, + "TP": 6389, + "n_pred": 8305, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9269828000936927, + "FN": 138304, + "FP": 17873, + "IoU": 0.8639030205430389, + "TN": 61935978, + "TP": 991365, + "n_pred": 1009238, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8806786695435841, + "FN": 7271, + "FP": 33209, + "IoU": 0.7867970042029642, + "TN": 62893654, + "TP": 149386, + "n_pred": 182595, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8894906201025622, + "FN": 16038, + "FP": 7796, + "IoU": 0.8009753327655026, + "TN": 62963766, + "TP": 95920, + "n_pred": 103716, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8889325474787164, + "FN": 2167, + "FP": 8009, + "IoU": 0.8000707296946835, + "TN": 63032622, + "TP": 40722, + "n_pred": 48731, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778977452141702, + "FN": 7448, + "FP": 6341, + "IoU": 0.9567513823938074, + "TN": 109289987, + "TP": 305042, + "n_pred": 311383, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6368739409888207, + "FN": 20648, + "FP": 56074, + "IoU": 0.46721573311481784, + "TN": 109464816, + "TP": 67280, + "n_pred": 123354, + "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": 0.14668483197093551, + "FN": 3758, + "FP": 0, + "IoU": 0.07914726782651312, + "TN": 109604737, + "TP": 323, + "n_pred": 323, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6734096798461924, + "FN": 28415, + "FP": 22376, + "IoU": 0.5076244486452426, + "TN": 109505663, + "TP": 52364, + "n_pred": 74740, + "n_ref": 80779 + }, + "14": { + "Dice": 0.654107982824019, + "FN": 25092, + "FP": 50869, + "IoU": 0.48600331562743176, + "TN": 109461033, + "TP": 71824, + "n_pred": 122693, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9034434631506463, + "FN": 5797, + "FP": 15096, + "IoU": 0.823891366099952, + "TN": 109490181, + "TP": 97744, + "n_pred": 112840, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9029219438413186, + "FN": 35868, + "FP": 2449, + "IoU": 0.823024340677105, + "TN": 109392308, + "TP": 178193, + "n_pred": 180642, + "n_ref": 214061 + }, + "3": { + "Dice": 0.920769709728111, + "FN": 12776, + "FP": 27307, + "IoU": 0.8531725971999384, + "TN": 109335824, + "TP": 232911, + "n_pred": 260218, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7281098335172593, + "FN": 19610, + "FP": 3303, + "IoU": 0.5724628216371541, + "TN": 109555225, + "TP": 30680, + "n_pred": 33983, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6453957079595776, + "FN": 4868, + "FP": 1378, + "IoU": 0.47644593461860857, + "TN": 109596888, + "TP": 5684, + "n_pred": 7062, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9664648886064443, + "FN": 49040, + "FP": 34336, + "IoU": 0.9351060045781338, + "TN": 108324015, + "TP": 1201427, + "n_pred": 1235763, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8522037114394749, + "FN": 295235, + "FP": 17884, + "IoU": 0.7424694781930695, + "TN": 108392966, + "TP": 902733, + "n_pred": 920617, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9457042408261921, + "FN": 3340, + "FP": 6544, + "IoU": 0.8970008961880744, + "TN": 109512856, + "TP": 86078, + "n_pred": 92622, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7353418518243906, + "FN": 10572, + "FP": 21553, + "IoU": 0.5814550381739062, + "TN": 109532064, + "TP": 44629, + "n_pred": 66182, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9103410737298786, + "FN": 1912, + "FP": 9289, + "IoU": 0.8354367149048704, + "TN": 66999287, + "TP": 56864, + "n_pred": 66153, + "n_ref": 58776 + }, + "10": { + "Dice": 0.763215859030837, + "FN": 23356, + "FP": 11044, + "IoU": 0.6170970614425646, + "TN": 66977512, + "TP": 55440, + "n_pred": 66484, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4622827960219457, + "FN": 23592, + "FP": 10417, + "IoU": 0.30062926708891996, + "TN": 67018724, + "TP": 14619, + "n_pred": 25036, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8520560171148823, + "FN": 10557, + "FP": 11987, + "IoU": 0.7422452922950276, + "TN": 66979889, + "TP": 64919, + "n_pred": 76906, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3440069830477328, + "FN": 20130, + "FP": 22707, + "IoU": 0.2077345613937746, + "TN": 67013283, + "TP": 11232, + "n_pred": 33939, + "n_ref": 31362 + }, + "2": { + "Dice": 0.960236366729508, + "FN": 7751, + "FP": 3702, + "IoU": 0.9235140910912248, + "TN": 66917612, + "TP": 138287, + "n_pred": 141989, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9606221240225158, + "FN": 5157, + "FP": 7568, + "IoU": 0.9242279889006657, + "TN": 66899414, + "TP": 155213, + "n_pred": 162781, + "n_ref": 160370 + }, + "4": { + "Dice": 0.19204250743247517, + "FN": 11521, + "FP": 1252, + "IoU": 0.1062206983416136, + "TN": 67053061, + "TP": 1518, + "n_pred": 2770, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6243403338718363, + "FN": 3124, + "FP": 3852, + "IoU": 0.4538479605417678, + "TN": 67054579, + "TP": 5797, + "n_pred": 9649, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9659374939724348, + "FN": 53239, + "FP": 19166, + "IoU": 0.9341190579311901, + "TN": 65968324, + "TP": 1026623, + "n_pred": 1045789, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9106289472700774, + "FN": 47016, + "FP": 12771, + "IoU": 0.8359217412543464, + "TN": 66702971, + "TP": 304594, + "n_pred": 317365, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9154543053657752, + "FN": 5988, + "FP": 8738, + "IoU": 0.8440901198492355, + "TN": 66972900, + "TP": 79726, + "n_pred": 88464, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9331272755847762, + "FN": 6096, + "FP": 4116, + "IoU": 0.8746378590719371, + "TN": 66985892, + "TP": 71248, + "n_pred": 75364, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.847585234426147, + "FN": 45573, + "FP": 2851, + "IoU": 0.7354862673979068, + "TN": 74336212, + "TP": 134644, + "n_pred": 137495, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7669993933712017, + "FN": 14425, + "FP": 10925, + "IoU": 0.6220592181769389, + "TN": 74452206, + "TP": 41724, + "n_pred": 52649, + "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": 0.5528548259658169, + "FN": 16301, + "FP": 26709, + "IoU": 0.3820313510251584, + "TN": 74449681, + "TP": 26589, + "n_pred": 53298, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6588261817088751, + "FN": 14391, + "FP": 3769, + "IoU": 0.4912310192189163, + "TN": 74483586, + "TP": 17534, + "n_pred": 21303, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8091490319675821, + "FN": 7895, + "FP": 2702, + "IoU": 0.6794712803605456, + "TN": 74486219, + "TP": 22464, + "n_pred": 25166, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9690841975742661, + "FN": 3080, + "FP": 5714, + "IoU": 0.9400226432595381, + "TN": 74372658, + "TP": 137828, + "n_pred": 143542, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9739937940834351, + "FN": 4502, + "FP": 3569, + "IoU": 0.9493059481188367, + "TN": 74360070, + "TP": 151139, + "n_pred": 154708, + "n_ref": 155641 + }, + "4": { + "Dice": 0.617118270757568, + "FN": 7254, + "FP": 221, + "IoU": 0.44625527816875327, + "TN": 74505781, + "TP": 6024, + "n_pred": 6245, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6725930243855047, + "FN": 3231, + "FP": 3509, + "IoU": 0.506696918685501, + "TN": 74505617, + "TP": 6923, + "n_pred": 10432, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9608527579673523, + "FN": 63496, + "FP": 62189, + "IoU": 0.9246550624412515, + "TN": 72851152, + "TP": 1542443, + "n_pred": 1604632, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8569850323113066, + "FN": 38423, + "FP": 4555, + "IoU": 0.7497583640958159, + "TN": 74347534, + "TP": 128768, + "n_pred": 133323, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9610341357690224, + "FN": 2301, + "FP": 2733, + "IoU": 0.9249910597210633, + "TN": 74452168, + "TP": 62078, + "n_pred": 64811, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9240871966376399, + "FN": 5681, + "FP": 8642, + "IoU": 0.8588866995073892, + "TN": 74417780, + "TP": 87177, + "n_pred": 95819, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423471325484238, + "FN": 3788, + "FP": 30367, + "IoU": 0.8909796035621947, + "TN": 65737890, + "TP": 279135, + "n_pred": 309502, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7924662955610053, + "FN": 22460, + "FP": 9528, + "IoU": 0.6562684690686754, + "TN": 65958119, + "TP": 61073, + "n_pred": 70601, + "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": 0.0, + "FN": 3026, + "FP": 36, + "IoU": 0.0, + "TN": 66048118, + "TP": 0, + "n_pred": 36, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6864709083214091, + "FN": 13564, + "FP": 17550, + "IoU": 0.522615686755861, + "TN": 65986004, + "TP": 34062, + "n_pred": 51612, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9358707336737436, + "FN": 2951, + "FP": 4685, + "IoU": 0.8794709094926919, + "TN": 65987826, + "TP": 55718, + "n_pred": 60403, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7872559487492373, + "FN": 3951, + "FP": 7207, + "IoU": 0.6491525956670754, + "TN": 66019377, + "TP": 20645, + "n_pred": 27852, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9460225065167174, + "FN": 10031, + "FP": 5251, + "IoU": 0.897573726541555, + "TN": 65901980, + "TP": 133918, + "n_pred": 139169, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9436329493610264, + "FN": 7080, + "FP": 10810, + "IoU": 0.8932813161772163, + "TN": 65883543, + "TP": 149747, + "n_pred": 160557, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8945780506095116, + "FN": 3880, + "FP": 2165, + "IoU": 0.8092638753036948, + "TN": 66019487, + "TP": 25648, + "n_pred": 27813, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8778075001261798, + "FN": 1283, + "FP": 1138, + "IoU": 0.7822254205271206, + "TN": 66040063, + "TP": 8696, + "n_pred": 9834, + "n_ref": 9979 + }, + "6": { + "Dice": 0.968709502752899, + "FN": 29658, + "FP": 34545, + "IoU": 0.9393177822725468, + "TN": 64993160, + "TP": 993817, + "n_pred": 1028362, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9288603983035941, + "FN": 121046, + "FP": 9994, + "IoU": 0.8671702519751127, + "TN": 65064654, + "TP": 855486, + "n_pred": 865480, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9525163006020091, + "FN": 3215, + "FP": 4570, + "IoU": 0.9093375879256533, + "TN": 65965312, + "TP": 78083, + "n_pred": 82653, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8782316740551795, + "FN": 12931, + "FP": 2918, + "IoU": 0.7828993329041273, + "TN": 65978177, + "TP": 57154, + "n_pred": 60072, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769975089173076, + "FN": 1081, + "FP": 6103, + "IoU": 0.9550294524535364, + "TN": 113312791, + "TP": 152565, + "n_pred": 158668, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8928635542204723, + "FN": 5961, + "FP": 11943, + "IoU": 0.8064620739603714, + "TN": 113380031, + "TP": 74605, + "n_pred": 86548, + "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": 0.03228915662650603, + "FN": 4016, + "FP": 0, + "IoU": 0.016409502816556454, + "TN": 113468457, + "TP": 67, + "n_pred": 67, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6632043755331427, + "FN": 24008, + "FP": 29688, + "IoU": 0.4961150106977966, + "TN": 113365976, + "TP": 52868, + "n_pred": 82556, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9707319201734799, + "FN": 7762, + "FP": 7665, + "IoU": 0.9431283639312836, + "TN": 113201280, + "TP": 255833, + "n_pred": 263498, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7953519444500678, + "FN": 2239, + "FP": 7870, + "IoU": 0.6602359425940242, + "TN": 113442787, + "TP": 19644, + "n_pred": 27514, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9701529675225423, + "FN": 4271, + "FP": 3286, + "IoU": 0.9420359887707672, + "TN": 113342166, + "TP": 122817, + "n_pred": 126103, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9703765964861928, + "FN": 1965, + "FP": 5260, + "IoU": 0.9424577891048105, + "TN": 113346980, + "TP": 118335, + "n_pred": 123595, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8472678236397748, + "FN": 2190, + "FP": 8230, + "IoU": 0.735008392248614, + "TN": 113433218, + "TP": 28902, + "n_pred": 37132, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5646757186190957, + "FN": 17189, + "FP": 6921, + "IoU": 0.3934133393715249, + "TN": 113432793, + "TP": 15637, + "n_pred": 22558, + "n_ref": 32826 + }, + "6": { + "Dice": 0.961518448346752, + "FN": 33989, + "FP": 54830, + "IoU": 0.9258888102692131, + "TN": 112274084, + "TP": 1109637, + "n_pred": 1164467, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9208651064351602, + "FN": 15267, + "FP": 19581, + "IoU": 0.8533364196881379, + "TN": 113234935, + "TP": 202757, + "n_pred": 222338, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8987003258549009, + "FN": 34616, + "FP": 5953, + "IoU": 0.8160361316301405, + "TN": 113252013, + "TP": 179958, + "n_pred": 185911, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9142264885651462, + "FN": 11857, + "FP": 5853, + "IoU": 0.8420047817863897, + "TN": 113360448, + "TP": 94382, + "n_pred": 100235, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976408670743645, + "FN": 2937, + "FP": 25400, + "IoU": 0.8142907699163762, + "TN": 75044140, + "TP": 124251, + "n_pred": 149651, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8926224201776419, + "FN": 13879, + "FP": 6854, + "IoU": 0.8060687126434631, + "TN": 75089819, + "TP": 86176, + "n_pred": 93030, + "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": 0.1790193842645382, + "FN": 2792, + "FP": 88, + "IoU": 0.09830932999373826, + "TN": 75193534, + "TP": 314, + "n_pred": 402, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6991204205076732, + "FN": 15558, + "FP": 18615, + "IoU": 0.5374213197969543, + "TN": 75122853, + "TP": 39702, + "n_pred": 58317, + "n_ref": 55260 + }, + "14": { + "Dice": 0.925192683308297, + "FN": 5873, + "FP": 14694, + "IoU": 0.8607986463620981, + "TN": 75048978, + "TP": 127183, + "n_pred": 141877, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8522074091907671, + "FN": 17176, + "FP": 2468, + "IoU": 0.7424750917671735, + "TN": 75120448, + "TP": 56636, + "n_pred": 59104, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9526656904219547, + "FN": 5790, + "FP": 8174, + "IoU": 0.9096099322915993, + "TN": 75042242, + "TP": 140522, + "n_pred": 148696, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9555357539179086, + "FN": 3285, + "FP": 10138, + "IoU": 0.9148573132131961, + "TN": 75039075, + "TP": 144230, + "n_pred": 154368, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9009975457208456, + "FN": 2202, + "FP": 2800, + "IoU": 0.8198321507041746, + "TN": 75168965, + "TP": 22761, + "n_pred": 25561, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8574029520775083, + "FN": 1108, + "FP": 1085, + "IoU": 0.7503983610289097, + "TN": 75187942, + "TP": 6593, + "n_pred": 7678, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9777940582153942, + "FN": 28652, + "FP": 27119, + "IoU": 0.9565529001996645, + "TN": 73913075, + "TP": 1227882, + "n_pred": 1255001, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9432374916301487, + "FN": 9537, + "FP": 7587, + "IoU": 0.8925728194929768, + "TN": 75037327, + "TP": 142277, + "n_pred": 149864, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9035334784278581, + "FN": 14164, + "FP": 906, + "IoU": 0.824041099889077, + "TN": 75111083, + "TP": 70575, + "n_pred": 71481, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8241879354222469, + "FN": 15538, + "FP": 10783, + "IoU": 0.7009520996182512, + "TN": 75108712, + "TP": 61695, + "n_pred": 72478, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740928610014924, + "FN": 3074, + "FP": 8244, + "IoU": 0.9494941832185745, + "TN": 86703779, + "TP": 212775, + "n_pred": 221019, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6927168479162225, + "FN": 10353, + "FP": 41525, + "IoU": 0.5298904424891031, + "TN": 86817519, + "TP": 58475, + "n_pred": 100000, + "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": 0.13772228528187666, + "FN": 4551, + "FP": 7, + "IoU": 0.07395367736692401, + "TN": 86922950, + "TP": 364, + "n_pred": 371, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5999899927805059, + "FN": 13392, + "FP": 42569, + "IoU": 0.4285612171959563, + "TN": 86829942, + "TP": 41969, + "n_pred": 84538, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8696280720199764, + "FN": 10491, + "FP": 11333, + "IoU": 0.7693291477735147, + "TN": 86833261, + "TP": 72787, + "n_pred": 84120, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8833137660190161, + "FN": 29107, + "FP": 6176, + "IoU": 0.7910133922489619, + "TN": 86759043, + "TP": 133546, + "n_pred": 139722, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8242522276102177, + "FN": 5490, + "FP": 45141, + "IoU": 0.7010451110061408, + "TN": 86758512, + "TP": 118729, + "n_pred": 163870, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8173632779015944, + "FN": 51159, + "FP": 2107, + "IoU": 0.6911363926289299, + "TN": 86755414, + "TP": 119192, + "n_pred": 121299, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8404774012144417, + "FN": 2473, + "FP": 2860, + "IoU": 0.7248477969249819, + "TN": 86908490, + "TP": 14049, + "n_pred": 16909, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8156329651656754, + "FN": 193, + "FP": 2194, + "IoU": 0.6886657101865137, + "TN": 86920205, + "TP": 5280, + "n_pred": 7474, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9614538105794622, + "FN": 28704, + "FP": 63155, + "IoU": 0.9257689454485508, + "TN": 85690398, + "TP": 1145615, + "n_pred": 1208770, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9298136406510626, + "FN": 118761, + "FP": 17782, + "IoU": 0.8688333882490593, + "TN": 85886883, + "TP": 904446, + "n_pred": 922228, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9212943157511492, + "FN": 3779, + "FP": 4868, + "IoU": 0.8540738490616984, + "TN": 86868616, + "TP": 50609, + "n_pred": 55477, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8395498333057044, + "FN": 5180, + "FP": 12242, + "IoU": 0.7234690962191677, + "TN": 86864870, + "TP": 45580, + "n_pred": 57822, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8825908018928514, + "FN": 2575, + "FP": 20276, + "IoU": 0.789854605983134, + "TN": 37640861, + "TP": 85888, + "n_pred": 106164, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8452981102317852, + "FN": 14223, + "FP": 2256, + "IoU": 0.7320487804878049, + "TN": 37688100, + "TP": 45021, + "n_pred": 47277, + "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": 0.7102194441643983, + "FN": 13184, + "FP": 12685, + "IoU": 0.5506513809275665, + "TN": 37692030, + "TP": 31701, + "n_pred": 44386, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3801173426923219, + "FN": 7563, + "FP": 294817, + "IoU": 0.2346573321082991, + "TN": 37354509, + "TP": 92711, + "n_pred": 387528, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7492, + "IoU": 0.0, + "TN": 37742108, + "TP": 0, + "n_pred": 7492, + "n_ref": 0 + }, + "2": { + "Dice": 0.7793016427080508, + "FN": 34148, + "FP": 3282, + "IoU": 0.6384063991344165, + "TN": 37646086, + "TP": 66084, + "n_pred": 69366, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8724830157838279, + "FN": 3296, + "FP": 21668, + "IoU": 0.773809200213832, + "TN": 37639233, + "TP": 85403, + "n_pred": 107071, + "n_ref": 88699 + }, + "4": { + "Dice": 0.06366267052501033, + "FN": 11309, + "FP": 16, + "IoU": 0.032877882152006835, + "TN": 37737890, + "TP": 385, + "n_pred": 401, + "n_ref": 11694 + }, + "5": { + "Dice": 0.821773148370374, + "FN": 1489, + "FP": 2224, + "IoU": 0.6974659822374317, + "TN": 37737327, + "TP": 8560, + "n_pred": 10784, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9522602910411349, + "FN": 60426, + "FP": 7965, + "IoU": 0.90887105155859, + "TN": 36999114, + "TP": 682095, + "n_pred": 690060, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9372138490131766, + "FN": 24827, + "FP": 18110, + "IoU": 0.8818461250581316, + "TN": 37386201, + "TP": 320462, + "n_pred": 338572, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9452446623761365, + "FN": 4062, + "FP": 4514, + "IoU": 0.8961743341404358, + "TN": 37667000, + "TP": 74024, + "n_pred": 78538, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8845002568235356, + "FN": 4833, + "FP": 8209, + "IoU": 0.7929183867894569, + "TN": 37686620, + "TP": 49938, + "n_pred": 58147, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972923343177256, + "FN": 4638, + "FP": 6126, + "IoU": 0.9472743214581364, + "TN": 75702537, + "TP": 193387, + "n_pred": 199513, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9222410744902094, + "FN": 10565, + "FP": 6896, + "IoU": 0.8557025626616642, + "TN": 75785681, + "TP": 103546, + "n_pred": 110442, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7880532025375058, + "FN": 10010, + "FP": 6929, + "IoU": 0.6502374561222383, + "TN": 75858258, + "TP": 31491, + "n_pred": 38420, + "n_ref": 41501 + }, + "14": { + "Dice": 0.917068513848224, + "FN": 1681, + "FP": 20384, + "IoU": 0.8468389049311417, + "TN": 75762624, + "TP": 121999, + "n_pred": 142383, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8611450923979849, + "FN": 41202, + "FP": 5903, + "IoU": 0.7561499596214772, + "TN": 75713516, + "TP": 146067, + "n_pred": 151970, + "n_ref": 187269 + }, + "2": { + "Dice": 0.925555157814178, + "FN": 5258, + "FP": 24897, + "IoU": 0.8614264050365332, + "TN": 75689078, + "TP": 187455, + "n_pred": 212352, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9298959822570299, + "FN": 29440, + "FP": 4002, + "IoU": 0.8689771899168619, + "TN": 75651450, + "TP": 221796, + "n_pred": 225798, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9036326862129923, + "FN": 1807, + "FP": 4244, + "IoU": 0.8242061532204178, + "TN": 75872267, + "TP": 28370, + "n_pred": 32614, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8475633528265107, + "FN": 933, + "FP": 2195, + "IoU": 0.7354533152909337, + "TN": 75894864, + "TP": 8696, + "n_pred": 10891, + "n_ref": 9629 + }, + "6": { + "Dice": 0.975586440835151, + "FN": 65876, + "FP": 16258, + "IoU": 0.9523365169341332, + "TN": 74183482, + "TP": 1641072, + "n_pred": 1657330, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9363316508259746, + "FN": 15328, + "FP": 19814, + "IoU": 0.8802853366400044, + "TN": 75613140, + "TP": 258406, + "n_pred": 278220, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9374276548599398, + "FN": 6712, + "FP": 4640, + "IoU": 0.8822247813501821, + "TN": 75810301, + "TP": 85035, + "n_pred": 89675, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8278280558604455, + "FN": 17786, + "FP": 7155, + "IoU": 0.706234319972674, + "TN": 75821787, + "TP": 59960, + "n_pred": 67115, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963118889213261, + "FN": 1024, + "FP": 6177, + "IoU": 0.9288614472709311, + "TN": 61286525, + "TP": 94024, + "n_pred": 100201, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9107372068466213, + "FN": 6036, + "FP": 8081, + "IoU": 0.836104209719739, + "TN": 61301616, + "TP": 72017, + "n_pred": 80098, + "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": 0.34782608695652173, + "FN": 2617, + "FP": 203, + "IoU": 0.21052631578947367, + "TN": 61384178, + "TP": 752, + "n_pred": 955, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7638384010309655, + "FN": 8041, + "FP": 11384, + "IoU": 0.6179114459371742, + "TN": 61336911, + "TP": 31414, + "n_pred": 42798, + "n_ref": 39455 + }, + "14": { + "Dice": 0.879698102755851, + "FN": 2937, + "FP": 14437, + "IoU": 0.7852330741560256, + "TN": 61306853, + "TP": 63523, + "n_pred": 77960, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9118474626766857, + "FN": 1412, + "FP": 6577, + "IoU": 0.8379776101241178, + "TN": 61338442, + "TP": 41319, + "n_pred": 47896, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9706051524233342, + "FN": 4916, + "FP": 2852, + "IoU": 0.9428890718738971, + "TN": 61251734, + "TP": 128248, + "n_pred": 131100, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9738299131659587, + "FN": 3640, + "FP": 3346, + "IoU": 0.9489946410057971, + "TN": 61250784, + "TP": 129980, + "n_pred": 133326, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7450710683172856, + "FN": 5976, + "FP": 2920, + "IoU": 0.5937157471684326, + "TN": 61365854, + "TP": 13000, + "n_pred": 15920, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5417235328524079, + "FN": 16581, + "FP": 2223, + "IoU": 0.3714820509392339, + "TN": 61357832, + "TP": 11114, + "n_pred": 13337, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9654149655619068, + "FN": 35457, + "FP": 33270, + "IoU": 0.9331422100902955, + "TN": 60359792, + "TP": 959231, + "n_pred": 992501, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9158518125370645, + "FN": 11028, + "FP": 20047, + "IoU": 0.8447662627009421, + "TN": 61187568, + "TP": 169107, + "n_pred": 189154, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9046259736926802, + "FN": 31292, + "FP": 14047, + "IoU": 0.8258603472115532, + "TN": 61127390, + "TP": 215021, + "n_pred": 229068, + "n_ref": 246313 + }, + "9": { + "Dice": 0.922971371546186, + "FN": 5727, + "FP": 6623, + "IoU": 0.8569608524438267, + "TN": 61301410, + "TP": 73990, + "n_pred": 80613, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757037052779224, + "FN": 1869, + "FP": 7277, + "IoU": 0.9525600261422992, + "TN": 39556009, + "TP": 183645, + "n_pred": 190922, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8372107143218547, + "FN": 10465, + "FP": 5622, + "IoU": 0.7200020886274237, + "TN": 39691346, + "TP": 41367, + "n_pred": 46989, + "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": 0.15908486299547753, + "FN": 3161, + "FP": 0, + "IoU": 0.08641618497109826, + "TN": 39745340, + "TP": 299, + "n_pred": 299, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7270428822565035, + "FN": 7003, + "FP": 20635, + "IoU": 0.5711448344350308, + "TN": 39684354, + "TP": 36808, + "n_pred": 57443, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4133251948539769, + "FN": 15727, + "FP": 34253, + "IoU": 0.26049773621755984, + "TN": 39681214, + "TP": 17606, + "n_pred": 51859, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8876692478377032, + "FN": 2710, + "FP": 9693, + "IoU": 0.7980263479294566, + "TN": 39687391, + "TP": 49006, + "n_pred": 58699, + "n_ref": 51716 + }, + "2": { + "Dice": 0.942197806951143, + "FN": 8936, + "FP": 4427, + "IoU": 0.8907126617269411, + "TN": 39626526, + "TP": 108911, + "n_pred": 113338, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9447993389142385, + "FN": 2792, + "FP": 12572, + "IoU": 0.8953740968491014, + "TN": 39601953, + "TP": 131483, + "n_pred": 144055, + "n_ref": 134275 + }, + "4": { + "Dice": 0.918257831024585, + "FN": 1699, + "FP": 2231, + "IoU": 0.8488694047069681, + "TN": 39722796, + "TP": 22074, + "n_pred": 24305, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8011244864124558, + "FN": 967, + "FP": 1792, + "IoU": 0.6682299182299183, + "TN": 39740484, + "TP": 5557, + "n_pred": 7349, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9775147675253808, + "FN": 16153, + "FP": 25795, + "IoU": 0.9560184699778981, + "TN": 38795036, + "TP": 911816, + "n_pred": 937611, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9643332372696022, + "FN": 32733, + "FP": 18999, + "IoU": 0.9311230909132062, + "TN": 38997721, + "TP": 699347, + "n_pred": 718346, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9590571592199258, + "FN": 1807, + "FP": 2268, + "IoU": 0.9213350835875063, + "TN": 39696998, + "TP": 47727, + "n_pred": 49995, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9065366907932506, + "FN": 1362, + "FP": 6941, + "IoU": 0.8290508544368952, + "TN": 39700230, + "TP": 40267, + "n_pred": 47208, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9270481278687073, + "FN": 2735, + "FP": 12094, + "IoU": 0.8640165061898212, + "TN": 101287558, + "TP": 94221, + "n_pred": 106315, + "n_ref": 96956 + }, + "10": { + "Dice": 0.888398648775688, + "FN": 11515, + "FP": 6292, + "IoU": 0.799206161271044, + "TN": 101307925, + "TP": 70876, + "n_pred": 77168, + "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": 0.1292517006802721, + "FN": 4864, + "FP": 0, + "IoU": 0.06909090909090909, + "TN": 101391383, + "TP": 361, + "n_pred": 361, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9031650686123022, + "FN": 5815, + "FP": 3648, + "IoU": 0.8234284328177187, + "TN": 101343015, + "TP": 44130, + "n_pred": 47778, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9587654889472648, + "FN": 2744, + "FP": 12121, + "IoU": 0.9207968798286463, + "TN": 101208926, + "TP": 172817, + "n_pred": 184938, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9008713726117196, + "FN": 4336, + "FP": 624, + "IoU": 0.8196232453269329, + "TN": 101369110, + "TP": 22538, + "n_pred": 23162, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9707858129687946, + "FN": 8179, + "FP": 2267, + "IoU": 0.9432301120615633, + "TN": 101212602, + "TP": 173560, + "n_pred": 175827, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9704221756502431, + "FN": 3721, + "FP": 6243, + "IoU": 0.9425437812465762, + "TN": 101223189, + "TP": 163455, + "n_pred": 169698, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8686591199734761, + "FN": 976, + "FP": 1797, + "IoU": 0.7678137821317926, + "TN": 101384665, + "TP": 9170, + "n_pred": 10967, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7478708878221821, + "FN": 11952, + "FP": 5959, + "IoU": 0.5972793704328274, + "TN": 101352133, + "TP": 26564, + "n_pred": 32523, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9771520126903358, + "FN": 51527, + "FP": 31667, + "IoU": 0.9553247645923225, + "TN": 99534413, + "TP": 1779001, + "n_pred": 1810668, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9532639574271548, + "FN": 16237, + "FP": 27376, + "IoU": 0.9107013790067466, + "TN": 100908213, + "TP": 444782, + "n_pred": 472158, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8911189727244662, + "FN": 42116, + "FP": 10082, + "IoU": 0.803620001429641, + "TN": 101130807, + "TP": 213603, + "n_pred": 223685, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9268732369289319, + "FN": 3326, + "FP": 9817, + "IoU": 0.8637127213903522, + "TN": 101300172, + "TP": 83293, + "n_pred": 93110, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9329454010261582, + "FN": 11615, + "FP": 17908, + "IoU": 0.87431833565344, + "TN": 73648601, + "TP": 205380, + "n_pred": 223288, + "n_ref": 216995 + }, + "10": { + "Dice": 0.26825290415536857, + "FN": 62436, + "FP": 10697, + "IoU": 0.15490304837181354, + "TN": 73796966, + "TP": 13405, + "n_pred": 24102, + "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": 0.023785287388758427, + "FN": 60059, + "FP": 36802, + "IoU": 0.012035780948786733, + "TN": 73785463, + "TP": 1180, + "n_pred": 37982, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8271988387660988, + "FN": 9392, + "FP": 28941, + "IoU": 0.705318911771715, + "TN": 73753421, + "TP": 91750, + "n_pred": 120691, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8658482795533727, + "FN": 47465, + "FP": 6673, + "IoU": 0.7634324966790184, + "TN": 73654656, + "TP": 174710, + "n_pred": 181383, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6648058244576767, + "FN": 88278, + "FP": 15357, + "IoU": 0.4979094701245597, + "TN": 73677097, + "TP": 102772, + "n_pred": 118129, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7443011462590067, + "FN": 24062, + "FP": 88255, + "IoU": 0.5927385726614114, + "TN": 73607718, + "TP": 163469, + "n_pred": 251724, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 133, + "IoU": 0.0, + "TN": 73835483, + "TP": 0, + "n_pred": 133, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7003187250996016, + "FN": 6339, + "FP": 1183, + "IoU": 0.5388388204279321, + "TN": 73867193, + "TP": 8789, + "n_pred": 9972, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8656373854788514, + "FN": 220616, + "FP": 239051, + "IoU": 0.7631046496047166, + "TN": 71943124, + "TP": 1480713, + "n_pred": 1719764, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5978976994093943, + "FN": 74452, + "FP": 57561, + "IoU": 0.4264294403892944, + "TN": 73653344, + "TP": 98147, + "n_pred": 155708, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8720066061106524, + "FN": 11335, + "FP": 8660, + "IoU": 0.7730600292825769, + "TN": 73795397, + "TP": 68112, + "n_pred": 76772, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8027197747750037, + "FN": 11201, + "FP": 27620, + "IoU": 0.6704527126255295, + "TN": 73765703, + "TP": 78980, + "n_pred": 106600, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642333503250319, + "FN": 3859, + "FP": 9753, + "IoU": 0.9309368578604227, + "TN": 69298681, + "TP": 183483, + "n_pred": 193236, + "n_ref": 187342 + }, + "10": { + "Dice": 0.815810094823186, + "FN": 10733, + "FP": 14888, + "IoU": 0.6889182987093406, + "TN": 69413415, + "TP": 56740, + "n_pred": 71628, + "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": 0.0, + "FN": 3152, + "FP": 86, + "IoU": 0.0, + "TN": 69492538, + "TP": 0, + "n_pred": 86, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7790160193450933, + "FN": 17736, + "FP": 16351, + "IoU": 0.638023128630441, + "TN": 69401607, + "TP": 60082, + "n_pred": 76433, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9376573423148381, + "FN": 7452, + "FP": 11641, + "IoU": 0.8826317342447565, + "TN": 69333100, + "TP": 143583, + "n_pred": 155224, + "n_ref": 151035 + }, + "15": { + "Dice": 0.933817851955443, + "FN": 7524, + "FP": 4733, + "IoU": 0.8758520799359863, + "TN": 69397047, + "TP": 86472, + "n_pred": 91205, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9655516724912631, + "FN": 6067, + "FP": 4214, + "IoU": 0.9333976833976834, + "TN": 69341412, + "TP": 144083, + "n_pred": 148297, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9686275545693883, + "FN": 7557, + "FP": 3132, + "IoU": 0.9391636928645825, + "TN": 69320075, + "TP": 165012, + "n_pred": 168144, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7306549945286853, + "FN": 13749, + "FP": 3481, + "IoU": 0.575615763546798, + "TN": 69455176, + "TP": 23370, + "n_pred": 26851, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8497164461247637, + "FN": 3810, + "FP": 1596, + "IoU": 0.7387017255546425, + "TN": 69475087, + "TP": 15283, + "n_pred": 16879, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9790010110917348, + "FN": 26814, + "FP": 34225, + "IoU": 0.9588657988178441, + "TN": 68011877, + "TP": 1422860, + "n_pred": 1457085, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9656394381741137, + "FN": 10250, + "FP": 11295, + "IoU": 0.9335617325447291, + "TN": 69171490, + "TP": 302741, + "n_pred": 314036, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9023735973299147, + "FN": 8792, + "FP": 8495, + "IoU": 0.8221136036221445, + "TN": 69398596, + "TP": 79893, + "n_pred": 88388, + "n_ref": 88685 + }, + "9": { + "Dice": 0.855369278366872, + "FN": 15674, + "FP": 6204, + "IoU": 0.7472884155568134, + "TN": 69409203, + "TP": 64695, + "n_pred": 70899, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9398893431401244, + "FN": 3318, + "FP": 22148, + "IoU": 0.8865955049675142, + "TN": 50608993, + "TP": 199093, + "n_pred": 221241, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8902142502514226, + "FN": 5911, + "FP": 11337, + "IoU": 0.8021496495635316, + "TN": 50746375, + "TP": 69929, + "n_pred": 81266, + "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": 0.0, + "FN": 6299, + "FP": 96, + "IoU": 0.0, + "TN": 50827157, + "TP": 0, + "n_pred": 96, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7710071061014457, + "FN": 8932, + "FP": 14431, + "IoU": 0.6273487096053849, + "TN": 50770858, + "TP": 39331, + "n_pred": 53762, + "n_ref": 48263 + }, + "14": { + "Dice": 0.624638222388199, + "FN": 23975, + "FP": 8189, + "IoU": 0.4541628483182296, + "TN": 50774626, + "TP": 26762, + "n_pred": 34951, + "n_ref": 50737 + }, + "15": { + "Dice": 0.299119373776908, + "FN": 28642, + "FP": 10, + "IoU": 0.17586147385376516, + "TN": 50798786, + "TP": 6114, + "n_pred": 6124, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9351311127209647, + "FN": 22316, + "FP": 4010, + "IoU": 0.8781654942613847, + "TN": 50617472, + "TP": 189754, + "n_pred": 193764, + "n_ref": 212070 + }, + "3": { + "Dice": 0.937646966516005, + "FN": 5953, + "FP": 20272, + "IoU": 0.8826133469407852, + "TN": 50610145, + "TP": 197182, + "n_pred": 217454, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8735467273536833, + "FN": 308, + "FP": 4804, + "IoU": 0.7754842109886249, + "TN": 50810783, + "TP": 17657, + "n_pred": 22461, + "n_ref": 17965 + }, + "5": { + "Dice": 0.864592900211636, + "FN": 2018, + "FP": 1373, + "IoU": 0.7614827319406344, + "TN": 50819335, + "TP": 10826, + "n_pred": 12199, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9851981242315015, + "FN": 34233, + "FP": 30736, + "IoU": 0.9708280480713751, + "TN": 48606447, + "TP": 2162136, + "n_pred": 2192872, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9256954495990534, + "FN": 9318, + "FP": 25847, + "IoU": 0.8616694858581487, + "TN": 50579342, + "TP": 219045, + "n_pred": 244892, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9602947196070405, + "FN": 5565, + "FP": 2486, + "IoU": 0.9236220472440945, + "TN": 50728142, + "TP": 97359, + "n_pred": 99845, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9306493176935899, + "FN": 8762, + "FP": 7089, + "IoU": 0.8702938456880539, + "TN": 50711345, + "TP": 106356, + "n_pred": 113445, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721390657428098, + "FN": 4447, + "FP": 7447, + "IoU": 0.945788514129444, + "TN": 76665460, + "TP": 207506, + "n_pred": 214953, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7920674015345631, + "FN": 9163, + "FP": 20132, + "IoU": 0.6557215216650409, + "TN": 76799769, + "TP": 55796, + "n_pred": 75928, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5650759965022941, + "FN": 14026, + "FP": 30241, + "IoU": 0.3938020376862401, + "TN": 76811836, + "TP": 28757, + "n_pred": 58998, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9262212058883842, + "FN": 6982, + "FP": 4891, + "IoU": 0.8625810185185185, + "TN": 76798460, + "TP": 74527, + "n_pred": 79418, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7886502398604448, + "FN": 11081, + "FP": 4427, + "IoU": 0.6510508077944287, + "TN": 76840418, + "TP": 28934, + "n_pred": 33361, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9481528938467482, + "FN": 3261, + "FP": 7745, + "IoU": 0.9014170294333673, + "TN": 76773218, + "TP": 100636, + "n_pred": 108381, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9625711210210672, + "FN": 3516, + "FP": 3786, + "IoU": 0.9278429977469466, + "TN": 76783664, + "TP": 93894, + "n_pred": 97680, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9344345667961836, + "FN": 1915, + "FP": 1308, + "IoU": 0.8769377625047728, + "TN": 76858670, + "TP": 22967, + "n_pred": 24275, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8943734099844716, + "FN": 2220, + "FP": 977, + "IoU": 0.8089289983265598, + "TN": 76868128, + "TP": 13535, + "n_pred": 14512, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9715100904968423, + "FN": 26114, + "FP": 38691, + "IoU": 0.9445985629223713, + "TN": 75715125, + "TP": 1104930, + "n_pred": 1143621, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9194271653425453, + "FN": 7585, + "FP": 19331, + "IoU": 0.8508701457722717, + "TN": 76704373, + "TP": 153571, + "n_pred": 172902, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9534339366042474, + "FN": 4395, + "FP": 2727, + "IoU": 0.9110117076705859, + "TN": 76804827, + "TP": 72911, + "n_pred": 75638, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9266371135177599, + "FN": 9199, + "FP": 3875, + "IoU": 0.8633027331088852, + "TN": 76789218, + "TP": 82568, + "n_pred": 86443, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8778203171579527, + "FN": 7524, + "FP": 25059, + "IoU": 0.7822457763045337, + "TN": 130850300, + "TP": 117049, + "n_pred": 142108, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7732683181679655, + "FN": 13160, + "FP": 12879, + "IoU": 0.6303483717100593, + "TN": 130929490, + "TP": 44403, + "n_pred": 57282, + "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": 0.1838079840815819, + "FN": 6563, + "FP": 0, + "IoU": 0.10120514927417146, + "TN": 130992630, + "TP": 739, + "n_pred": 739, + "n_ref": 7302 + }, + "13": { + "Dice": 0.644695944438661, + "FN": 35067, + "FP": 12715, + "IoU": 0.4756836237545538, + "TN": 130908800, + "TP": 43350, + "n_pred": 56065, + "n_ref": 78417 + }, + "14": { + "Dice": 0.39756115550092197, + "FN": 703563, + "FP": 31563, + "IoU": 0.2480975525934654, + "TN": 130022244, + "TP": 242562, + "n_pred": 274125, + "n_ref": 946125 + }, + "15": { + "Dice": 0.3734535853086896, + "FN": 19016, + "FP": 2103, + "IoU": 0.22959909531973882, + "TN": 130972519, + "TP": 6294, + "n_pred": 8397, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8789940065094863, + "FN": 41692, + "FP": 7086, + "IoU": 0.7841117813942577, + "TN": 130773991, + "TP": 177163, + "n_pred": 184249, + "n_ref": 218855 + }, + "3": { + "Dice": 0.915305041387092, + "FN": 17376, + "FP": 31789, + "IoU": 0.8438363561287043, + "TN": 130685102, + "TP": 265665, + "n_pred": 297454, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 27, + "IoU": 0.0, + "TN": 130997625, + "TP": 0, + "n_pred": 27, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7248037557737449, + "FN": 9361, + "FP": 1542, + "IoU": 0.5683860496417402, + "TN": 130974671, + "TP": 14358, + "n_pred": 15900, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9551208954232447, + "FN": 92652, + "FP": 37068, + "IoU": 0.914097038824536, + "TN": 129489856, + "TP": 1380356, + "n_pred": 1417424, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8288734768578722, + "FN": 31968, + "FP": 39094, + "IoU": 0.707757411755997, + "TN": 130756771, + "TP": 172099, + "n_pred": 211193, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9410458356136134, + "FN": 7375, + "FP": 7491, + "IoU": 0.888655871294396, + "TN": 130866418, + "TP": 118648, + "n_pred": 126139, + "n_ref": 126023 + }, + "9": { + "Dice": 0.77776796679965, + "FN": 8773, + "FP": 18912, + "IoU": 0.636350501109929, + "TN": 130923801, + "TP": 48446, + "n_pred": 67358, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499935922081251, + "FN": 1821, + "FP": 4032, + "IoU": 0.9047502807205976, + "TN": 74365249, + "TP": 55596, + "n_pred": 59628, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8316972253772513, + "FN": 17266, + "FP": 7628, + "IoU": 0.7118850039929169, + "TN": 74340295, + "TP": 61509, + "n_pred": 69137, + "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": 0.20918367346938777, + "FN": 2170, + "FP": 0, + "IoU": 0.1168091168091168, + "TN": 74424241, + "TP": 287, + "n_pred": 287, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5733478230475428, + "FN": 58218, + "FP": 8917, + "IoU": 0.4018833968853569, + "TN": 74314454, + "TP": 45109, + "n_pred": 54026, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9314664173196591, + "FN": 14995, + "FP": 7946, + "IoU": 0.8717240453810927, + "TN": 74247857, + "TP": 155900, + "n_pred": 163846, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7491703189521952, + "FN": 7432, + "FP": 2469, + "IoU": 0.5989387126827885, + "TN": 74402011, + "TP": 14786, + "n_pred": 17255, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9427874015084127, + "FN": 6937, + "FP": 6634, + "IoU": 0.8917670890921706, + "TN": 74301311, + "TP": 111816, + "n_pred": 118450, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9548726604775852, + "FN": 6172, + "FP": 5645, + "IoU": 0.9136424092722781, + "TN": 74289860, + "TP": 125021, + "n_pred": 130666, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6214757857817348, + "FN": 16639, + "FP": 197, + "IoU": 0.4508268910852334, + "TN": 74396041, + "TP": 13821, + "n_pred": 14018, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9663047526921174, + "FN": 18495, + "FP": 42115, + "IoU": 0.9348062257311577, + "TN": 73497008, + "TP": 869080, + "n_pred": 911195, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8654968892522708, + "FN": 15016, + "FP": 27098, + "IoU": 0.7628863077174274, + "TN": 74249087, + "TP": 135497, + "n_pred": 162595, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9270264488306892, + "FN": 2066, + "FP": 4415, + "IoU": 0.8639788444183264, + "TN": 74379051, + "TP": 41166, + "n_pred": 45581, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8590967778550248, + "FN": 3497, + "FP": 6434, + "IoU": 0.7529970651146595, + "TN": 74386492, + "TP": 30275, + "n_pred": 36709, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975557617211614, + "FN": 2124, + "FP": 4805, + "IoU": 0.9522815861603515, + "TN": 106501482, + "TP": 138277, + "n_pred": 143082, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8762339944765253, + "FN": 12092, + "FP": 12556, + "IoU": 0.7797299350306973, + "TN": 106534789, + "TP": 87251, + "n_pred": 99807, + "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": 0.3522405835938663, + "FN": 4287, + "FP": 64, + "IoU": 0.2137694253704373, + "TN": 106641154, + "TP": 1183, + "n_pred": 1247, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7814752506394211, + "FN": 12375, + "FP": 3602, + "IoU": 0.6413289931529914, + "TN": 106602143, + "TP": 28568, + "n_pred": 32170, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9353618332162352, + "FN": 1027, + "FP": 8541, + "IoU": 0.8785725163713894, + "TN": 106567892, + "TP": 69228, + "n_pred": 77769, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7250264455222242, + "FN": 8398, + "FP": 5379, + "IoU": 0.5686599874765185, + "TN": 106614748, + "TP": 18163, + "n_pred": 23542, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9377865094957433, + "FN": 15549, + "FP": 7156, + "IoU": 0.8828606658446363, + "TN": 106452859, + "TP": 171124, + "n_pred": 178280, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9343570641225436, + "FN": 3000, + "FP": 17724, + "IoU": 0.8768012555286061, + "TN": 106478472, + "TP": 147492, + "n_pred": 165216, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7998324256388772, + "FN": 537, + "FP": 4241, + "IoU": 0.6664339569952528, + "TN": 106632364, + "TP": 9546, + "n_pred": 13787, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6456320252415697, + "FN": 1168, + "FP": 2426, + "IoU": 0.476703552708212, + "TN": 106639820, + "TP": 3274, + "n_pred": 5700, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9755316636883961, + "FN": 35280, + "FP": 26789, + "IoU": 0.9522321277401361, + "TN": 105347300, + "TP": 1237319, + "n_pred": 1264108, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9622128855253217, + "FN": 10150, + "FP": 15509, + "IoU": 0.9271775223499361, + "TN": 106294338, + "TP": 326691, + "n_pred": 342200, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9376008150097631, + "FN": 4767, + "FP": 4053, + "IoU": 0.8825315646475947, + "TN": 106571604, + "TP": 66264, + "n_pred": 70317, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8822783708877593, + "FN": 14095, + "FP": 4849, + "IoU": 0.789354297087832, + "TN": 106556755, + "TP": 70989, + "n_pred": 75838, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629158065988901, + "FN": 5000, + "FP": 6534, + "IoU": 0.9284837361574424, + "TN": 107965650, + "TP": 149744, + "n_pred": 156278, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8705425201453445, + "FN": 5194, + "FP": 17394, + "IoU": 0.7707616582940072, + "TN": 108028393, + "TP": 75947, + "n_pred": 93341, + "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": 0.2520307354555434, + "FN": 3400, + "FP": 7, + "IoU": 0.14418487817131373, + "TN": 108122947, + "TP": 574, + "n_pred": 581, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8032396247985565, + "FN": 19106, + "FP": 9464, + "IoU": 0.6711783256220795, + "TN": 108040042, + "TP": 58316, + "n_pred": 67780, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7695717074290963, + "FN": 6382, + "FP": 13686, + "IoU": 0.6254502696952164, + "TN": 108073349, + "TP": 33511, + "n_pred": 47197, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7453840816395607, + "FN": 5209, + "FP": 9836, + "IoU": 0.5941133622899074, + "TN": 108089861, + "TP": 22022, + "n_pred": 31858, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9645760278396021, + "FN": 9676, + "FP": 3598, + "IoU": 0.9315759087816243, + "TN": 107932932, + "TP": 180722, + "n_pred": 184320, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9662227104215296, + "FN": 10237, + "FP": 3047, + "IoU": 0.9346526763182361, + "TN": 107923645, + "TP": 189999, + "n_pred": 193046, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9338186631369954, + "FN": 856, + "FP": 3744, + "IoU": 0.8758535071384234, + "TN": 108089875, + "TP": 32453, + "n_pred": 36197, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8365730741540677, + "FN": 972, + "FP": 163, + "IoU": 0.719059405940594, + "TN": 108122888, + "TP": 2905, + "n_pred": 3068, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9717103780144554, + "FN": 52544, + "FP": 30536, + "IoU": 0.9449773266583793, + "TN": 106617005, + "TP": 1426843, + "n_pred": 1457379, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9628175976842926, + "FN": 5920, + "FP": 13425, + "IoU": 0.9283011315412014, + "TN": 107857119, + "TP": 250464, + "n_pred": 263889, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9450821282842644, + "FN": 2291, + "FP": 2460, + "IoU": 0.8958821853564463, + "TN": 108081297, + "TP": 40880, + "n_pred": 43340, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9019851827596087, + "FN": 6647, + "FP": 5326, + "IoU": 0.821469044494811, + "TN": 108059864, + "TP": 55091, + "n_pred": 60417, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8596210138222301, + "FN": 5117, + "FP": 33872, + "IoU": 0.7538029236258011, + "TN": 62411795, + "TP": 119376, + "n_pred": 153248, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9046531638866826, + "FN": 4476, + "FP": 7048, + "IoU": 0.8259056712088709, + "TN": 62503966, + "TP": 54670, + "n_pred": 61718, + "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": 0.28405215646940823, + "FN": 3559, + "FP": 10, + "IoU": 0.16553659106850596, + "TN": 62565883, + "TP": 708, + "n_pred": 718, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8197581538533297, + "FN": 6559, + "FP": 8898, + "IoU": 0.6945679451459285, + "TN": 62519553, + "TP": 35150, + "n_pred": 44048, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9486683407941188, + "FN": 28604, + "FP": 6657, + "IoU": 0.9023492562857768, + "TN": 62209067, + "TP": 325832, + "n_pred": 332489, + "n_ref": 354436 + }, + "15": { + "Dice": 0.8066821207545565, + "FN": 15477, + "FP": 20883, + "IoU": 0.6759993584145711, + "TN": 62457938, + "TP": 75862, + "n_pred": 96745, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9550678407103061, + "FN": 4586, + "FP": 10697, + "IoU": 0.9139998536933976, + "TN": 62392451, + "TP": 162426, + "n_pred": 173123, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9689694622898882, + "FN": 7486, + "FP": 4855, + "IoU": 0.9398067533886442, + "TN": 62365137, + "TP": 192682, + "n_pred": 197537, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8995898277276456, + "FN": 1548, + "FP": 3348, + "IoU": 0.8175041001938274, + "TN": 62543332, + "TP": 21932, + "n_pred": 25280, + "n_ref": 23480 + }, + "5": { + "Dice": 0.48737052516809015, + "FN": 5493, + "FP": 149, + "IoU": 0.32220086496876504, + "TN": 62561836, + "TP": 2682, + "n_pred": 2831, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9701400353162526, + "FN": 65089, + "FP": 20628, + "IoU": 0.9420116021445364, + "TN": 61091985, + "TP": 1392458, + "n_pred": 1413086, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8734740562060547, + "FN": 8696, + "FP": 43075, + "IoU": 0.775369676142872, + "TN": 62339688, + "TP": 178701, + "n_pred": 221776, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9321152455642694, + "FN": 3090, + "FP": 6674, + "IoU": 0.8728612724289695, + "TN": 62493362, + "TP": 67034, + "n_pred": 73708, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7967805779126533, + "FN": 4305, + "FP": 18798, + "IoU": 0.6622072111588736, + "TN": 62501766, + "TP": 45291, + "n_pred": 64089, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9157296272899558, + "FN": 12532, + "FP": 36826, + "IoU": 0.8445583780004661, + "TN": 55063714, + "TP": 268176, + "n_pred": 305002, + "n_ref": 280708 + }, + "10": { + "Dice": 0.87550072888976, + "FN": 5101, + "FP": 15225, + "IoU": 0.7785694054077609, + "TN": 55289454, + "TP": 71468, + "n_pred": 86693, + "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": 0.023824451410658306, + "FN": 4671, + "FP": 0, + "IoU": 0.012055837563451776, + "TN": 55376520, + "TP": 57, + "n_pred": 57, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7487541962855325, + "FN": 8367, + "FP": 22842, + "IoU": 0.5984069589386589, + "TN": 55303535, + "TP": 46504, + "n_pred": 69346, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9291552039197575, + "FN": 2644, + "FP": 11468, + "IoU": 0.8676842875091417, + "TN": 55274594, + "TP": 92542, + "n_pred": 104010, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8319466490534682, + "FN": 9765, + "FP": 21785, + "IoU": 0.7122505563459924, + "TN": 55271604, + "TP": 78094, + "n_pred": 99879, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9426789857992875, + "FN": 7074, + "FP": 15825, + "IoU": 0.8915731108512119, + "TN": 55170055, + "TP": 188294, + "n_pred": 204119, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9446751136735454, + "FN": 16434, + "FP": 3180, + "IoU": 0.8951509870689425, + "TN": 55194179, + "TP": 167455, + "n_pred": 170635, + "n_ref": 183889 + }, + "4": { + "Dice": 0.837599093997735, + "FN": 1862, + "FP": 289, + "IoU": 0.720576773187841, + "TN": 55373550, + "TP": 5547, + "n_pred": 5836, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7740630323679727, + "FN": 2005, + "FP": 117, + "IoU": 0.6314052457877367, + "TN": 55375491, + "TP": 3635, + "n_pred": 3752, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9665310493593904, + "FN": 72831, + "FP": 25926, + "IoU": 0.935229886452102, + "TN": 53856517, + "TP": 1425974, + "n_pred": 1451900, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9246474937603689, + "FN": 17246, + "FP": 8507, + "IoU": 0.8598552459730082, + "TN": 55197488, + "TP": 158007, + "n_pred": 166514, + "n_ref": 175253 + }, + "8": { + "Dice": 0.929282930149106, + "FN": 1992, + "FP": 4866, + "IoU": 0.8679070842482376, + "TN": 55329330, + "TP": 45060, + "n_pred": 49926, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8966174368747022, + "FN": 3866, + "FP": 6984, + "IoU": 0.812607944732297, + "TN": 55323348, + "TP": 47050, + "n_pred": 54034, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756456437698239, + "FN": 7595, + "FP": 6441, + "IoU": 0.9524493529371909, + "TN": 110851435, + "TP": 281144, + "n_pred": 287585, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8574004563185398, + "FN": 12377, + "FP": 10873, + "IoU": 0.7503945376662694, + "TN": 111053468, + "TP": 69897, + "n_pred": 80770, + "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": 0.01585288522511097, + "FN": 3079, + "FP": 25, + "IoU": 0.00798977309044423, + "TN": 111143486, + "TP": 25, + "n_pred": 50, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8639587156330883, + "FN": 8686, + "FP": 8291, + "IoU": 0.7604994004373281, + "TN": 111075730, + "TP": 53908, + "n_pred": 62199, + "n_ref": 62594 + }, + "14": { + "Dice": 0.861086529006883, + "FN": 6087, + "FP": 5215, + "IoU": 0.7560596576806026, + "TN": 111100284, + "TP": 35029, + "n_pred": 40244, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8167807846973155, + "FN": 6576, + "FP": 1853, + "IoU": 0.6903038542087666, + "TN": 111119398, + "TP": 18788, + "n_pred": 20641, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9643228331924897, + "FN": 6970, + "FP": 4049, + "IoU": 0.9311036914765907, + "TN": 110986679, + "TP": 148917, + "n_pred": 152966, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9684914766254479, + "FN": 10772, + "FP": 4440, + "IoU": 0.9389078758719844, + "TN": 110897614, + "TP": 233789, + "n_pred": 238229, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8869642242015648, + "FN": 814, + "FP": 3780, + "IoU": 0.7968874347864533, + "TN": 111123997, + "TP": 18024, + "n_pred": 21804, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8157315731573157, + "FN": 318, + "FP": 1692, + "IoU": 0.6888063167673014, + "TN": 111140156, + "TP": 4449, + "n_pred": 6141, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9815718103336942, + "FN": 23309, + "FP": 36051, + "IoU": 0.9638105271372274, + "TN": 109506359, + "TP": 1580896, + "n_pred": 1616947, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.7585188165115124, + "FN": 137356, + "FP": 16312, + "IoU": 0.6109789069699149, + "TN": 110751603, + "TP": 241344, + "n_pred": 257656, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9434658698572522, + "FN": 5401, + "FP": 3605, + "IoU": 0.8929819141098463, + "TN": 111062461, + "TP": 75148, + "n_pred": 78753, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8934227215075194, + "FN": 6546, + "FP": 5218, + "IoU": 0.8073749017553052, + "TN": 111085543, + "TP": 49308, + "n_pred": 54526, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735591682345079, + "FN": 4779, + "FP": 5944, + "IoU": 0.9484805534869195, + "TN": 96912890, + "TP": 197412, + "n_pred": 203356, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9043431163467723, + "FN": 7613, + "FP": 6516, + "IoU": 0.8253889788301593, + "TN": 97040108, + "TP": 66788, + "n_pred": 73304, + "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": 0.026845637583892617, + "FN": 5211, + "FP": 9, + "IoU": 0.013605442176870748, + "TN": 97115733, + "TP": 72, + "n_pred": 81, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8820194896295454, + "FN": 4848, + "FP": 7598, + "IoU": 0.7889399514999407, + "TN": 97062056, + "TP": 46523, + "n_pred": 54121, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9209699878529316, + "FN": 8965, + "FP": 12375, + "IoU": 0.8535165634738677, + "TN": 96975343, + "TP": 124342, + "n_pred": 136717, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9272653276880127, + "FN": 3564, + "FP": 6623, + "IoU": 0.8643939192247277, + "TN": 97045903, + "TP": 64935, + "n_pred": 71558, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8988913011053844, + "FN": 4674, + "FP": 31932, + "IoU": 0.8163511032178441, + "TN": 96921699, + "TP": 162720, + "n_pred": 194652, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9072705164826681, + "FN": 31814, + "FP": 6622, + "IoU": 0.8302791589024401, + "TN": 96894559, + "TP": 188030, + "n_pred": 194652, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8736471861471862, + "FN": 1088, + "FP": 3582, + "IoU": 0.7756425654576027, + "TN": 97100210, + "TP": 16145, + "n_pred": 19727, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7454884268340526, + "FN": 4857, + "FP": 333, + "IoU": 0.5942459541865374, + "TN": 97108234, + "TP": 7601, + "n_pred": 7934, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9808167023625118, + "FN": 38882, + "FP": 21702, + "IoU": 0.9623555494248074, + "TN": 95511651, + "TP": 1548790, + "n_pred": 1570492, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9438220801455662, + "FN": 23842, + "FP": 12219, + "IoU": 0.893620347863026, + "TN": 96782041, + "TP": 302923, + "n_pred": 315142, + "n_ref": 326765 + }, + "8": { + "Dice": 0.943609973195772, + "FN": 6818, + "FP": 4332, + "IoU": 0.8932401378782076, + "TN": 97016585, + "TP": 93290, + "n_pred": 97622, + "n_ref": 100108 + }, + "9": { + "Dice": 0.933056390405606, + "FN": 6500, + "FP": 6263, + "IoU": 0.8745133126204429, + "TN": 97019317, + "TP": 88945, + "n_pred": 95208, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725112657714503, + "FN": 4093, + "FP": 6820, + "IoU": 0.9464933613132244, + "TN": 78852449, + "TP": 193043, + "n_pred": 199863, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8638232605078963, + "FN": 6561, + "FP": 20696, + "IoU": 0.7602895134906955, + "TN": 78942697, + "TP": 86451, + "n_pred": 107147, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7831475539469882, + "FN": 13976, + "FP": 14544, + "IoU": 0.6435846486459466, + "TN": 78976386, + "TP": 51499, + "n_pred": 66043, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5221016603553743, + "FN": 23539, + "FP": 2711, + "IoU": 0.35327305427578903, + "TN": 79015816, + "TP": 14339, + "n_pred": 17050, + "n_ref": 37878 + }, + "15": { + "Dice": 0.757703197374812, + "FN": 6552, + "FP": 13901, + "IoU": 0.6099212328113974, + "TN": 79003972, + "TP": 31980, + "n_pred": 45881, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9412683045954455, + "FN": 4824, + "FP": 8644, + "IoU": 0.8890527304330634, + "TN": 78935014, + "TP": 107923, + "n_pred": 116567, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9447579460228361, + "FN": 10464, + "FP": 2507, + "IoU": 0.8952997489647824, + "TN": 78932518, + "TP": 110916, + "n_pred": 113423, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8368236291005932, + "FN": 1569, + "FP": 1127, + "IoU": 0.7194297013216776, + "TN": 79046796, + "TP": 6913, + "n_pred": 8040, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8619080710811079, + "FN": 617, + "FP": 774, + "IoU": 0.7573272854152129, + "TN": 79050673, + "TP": 4341, + "n_pred": 5115, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9769786288601731, + "FN": 29815, + "FP": 30925, + "IoU": 0.9549933720071222, + "TN": 77706826, + "TP": 1288839, + "n_pred": 1319764, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9514055008083192, + "FN": 24934, + "FP": 20936, + "IoU": 0.9073149835725053, + "TN": 78561503, + "TP": 449032, + "n_pred": 469968, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9162391086553933, + "FN": 1347, + "FP": 4171, + "IoU": 0.8454255140343997, + "TN": 79020707, + "TP": 30180, + "n_pred": 34351, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9150325859148459, + "FN": 7548, + "FP": 4290, + "IoU": 0.8433733345682116, + "TN": 78980824, + "TP": 63743, + "n_pred": 68033, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690980465703094, + "FN": 6058, + "FP": 8442, + "IoU": 0.9400487052587622, + "TN": 122470077, + "TP": 227363, + "n_pred": 235805, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8335752766218265, + "FN": 19956, + "FP": 16157, + "IoU": 0.7146412965318878, + "TN": 122585387, + "TP": 90440, + "n_pred": 106597, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6400975227480518, + "FN": 17044, + "FP": 24289, + "IoU": 0.4706936956549578, + "TN": 122633851, + "TP": 36756, + "n_pred": 61045, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8068170273290663, + "FN": 12397, + "FP": 33239, + "IoU": 0.6761888543573588, + "TN": 122571006, + "TP": 95298, + "n_pred": 128537, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8485978457079417, + "FN": 1023, + "FP": 16842, + "IoU": 0.7370125568591659, + "TN": 122644009, + "TP": 50066, + "n_pred": 66908, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8005388730524425, + "FN": 34436, + "FP": 16644, + "IoU": 0.667415437705505, + "TN": 122558355, + "TP": 102505, + "n_pred": 119149, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8746104681714306, + "FN": 2743, + "FP": 38299, + "IoU": 0.7771624343709109, + "TN": 122527761, + "TP": 143137, + "n_pred": 181436, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8997360474049733, + "FN": 6334, + "FP": 6847, + "IoU": 0.8177456375653328, + "TN": 122639618, + "TP": 59141, + "n_pred": 65988, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5918710918710919, + "FN": 9826, + "FP": 356, + "IoU": 0.42032450896669515, + "TN": 122694375, + "TP": 7383, + "n_pred": 7739, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9804172682109753, + "FN": 44990, + "FP": 21556, + "IoU": 0.9615867723560528, + "TN": 120979568, + "TP": 1665826, + "n_pred": 1687382, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8077508819995561, + "FN": 91258, + "FP": 134831, + "IoU": 0.6775017651967392, + "TN": 122010885, + "TP": 474966, + "n_pred": 609797, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8473851960170807, + "FN": 5776, + "FP": 41293, + "IoU": 0.735185070579432, + "TN": 122534197, + "TP": 130674, + "n_pred": 171967, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8942459369415954, + "FN": 6435, + "FP": 9722, + "IoU": 0.8087204621868637, + "TN": 122627472, + "TP": 68311, + "n_pred": 78033, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..2c71bacdaa26bc78e70e57dcb1b11466c2add7c1 --- /dev/null +++ b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5717924392840181, + "FN": 4998.762222222223, + "FP": 5467.575555555555, + "IoU": 0.4977548286627838, + "TN": 1630010.7355555554, + "TP": 30067.99333333334, + "n_pred": 35535.56888888889, + "n_ref": 35066.75555555555 + }, + "mean": { + "1": { + "Dice": 0.7357853662075404, + "FN": 2362.2, + "FP": 2521.9666666666667, + "IoU": 0.6968567667285139, + "TN": 1629331.7, + "TP": 36329.2, + "n_pred": 38851.166666666664, + "n_ref": 38691.4 + }, + "10": { + "Dice": 0.6631701738994861, + "FN": 5836.933333333333, + "FP": 4791.966666666666, + "IoU": 0.5560343856640773, + "TN": 1643553.0, + "TP": 16363.166666666666, + "n_pred": 21155.133333333335, + "n_ref": 22200.1 + }, + "11": { + "Dice": 0.0, + "FN": 348.8333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 1670196.2333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 348.8333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 874.7333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 1669670.3333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 874.7333333333333 + }, + "13": { + "Dice": 0.4749975299219518, + "FN": 7477.533333333334, + "FP": 4903.133333333333, + "IoU": 0.36033398423997187, + "TN": 1648028.2666666666, + "TP": 10136.133333333333, + "n_pred": 15039.266666666666, + "n_ref": 17613.666666666668 + }, + "14": { + "Dice": 0.6005567409317952, + "FN": 1551.2, + "FP": 8980.2, + "IoU": 0.5328872912073279, + "TN": 1640814.0333333334, + "TP": 19199.633333333335, + "n_pred": 28179.833333333332, + "n_ref": 20750.833333333332 + }, + "15": { + "Dice": 0.5076266719699433, + "FN": 5647.266666666666, + "FP": 3874.633333333333, + "IoU": 0.40694625918142097, + "TN": 1654388.9666666666, + "TP": 6634.2, + "n_pred": 10508.833333333334, + "n_ref": 12281.466666666667 + }, + "2": { + "Dice": 0.7555210234454783, + "FN": 4450.7, + "FP": 8594.733333333334, + "IoU": 0.6723792755891272, + "TN": 1625127.4666666666, + "TP": 32372.166666666668, + "n_pred": 40966.9, + "n_ref": 36822.86666666667 + }, + "3": { + "Dice": 0.621860272692753, + "FN": 3976.9666666666667, + "FP": 7319.166666666667, + "IoU": 0.5764737083790992, + "TN": 1625478.1, + "TP": 33770.833333333336, + "n_pred": 41090.0, + "n_ref": 37747.8 + }, + "4": { + "Dice": 0.5305228245351217, + "FN": 2323.366666666667, + "FP": 2667.5333333333333, + "IoU": 0.4384661524291695, + "TN": 1658214.8, + "TP": 7339.366666666667, + "n_pred": 10006.9, + "n_ref": 9662.733333333334 + }, + "5": { + "Dice": 0.48116865323951313, + "FN": 1240.3, + "FP": 418.3666666666667, + "IoU": 0.3723424428459258, + "TN": 1667252.8, + "TP": 1633.6, + "n_pred": 2051.9666666666667, + "n_ref": 2873.9 + }, + "6": { + "Dice": 0.8817113998424779, + "FN": 22934.8, + "FP": 18788.233333333334, + "IoU": 0.8169970653607634, + "TN": 1433643.1666666667, + "TP": 195178.86666666667, + "n_pred": 213967.1, + "n_ref": 218113.66666666666 + }, + "7": { + "Dice": 0.7821824438129722, + "FN": 13020.933333333332, + "FP": 15401.666666666666, + "IoU": 0.6888744638020444, + "TN": 1567574.0666666667, + "TP": 74548.4, + "n_pred": 89950.06666666667, + "n_ref": 87569.33333333333 + }, + "8": { + "Dice": 0.8102962253618745, + "FN": 926.8, + "FP": 1066.3333333333333, + "IoU": 0.729865181401052, + "TN": 1659723.9333333333, + "TP": 8828.0, + "n_pred": 9894.333333333334, + "n_ref": 9754.8 + }, + "9": { + "Dice": 0.731487263399366, + "FN": 2008.8666666666666, + "FP": 2685.7, + "IoU": 0.6178654531132635, + "TN": 1657164.1666666667, + "TP": 8686.333333333334, + "n_pred": 11372.033333333333, + "n_ref": 10695.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9084890675556427, + "FN": 2623, + "FP": 20710, + "IoU": 0.8323224628828492, + "TN": 1788398, + "TP": 115821, + "n_pred": 136531, + "n_ref": 118444 + }, + "10": { + "Dice": 0.6851832262939176, + "FN": 2975, + "FP": 17858, + "IoU": 0.5211244942993748, + "TN": 1884048, + "TP": 22671, + "n_pred": 40529, + "n_ref": 25646 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 561, + "FP": 0, + "IoU": 0.0, + "TN": 1926991, + "TP": 0, + "n_pred": 0, + "n_ref": 561 + }, + "13": { + "Dice": 0.4656706078687595, + "FN": 13141, + "FP": 20798, + "IoU": 0.30350106714825154, + "TN": 1878824, + "TP": 14789, + "n_pred": 35587, + "n_ref": 27930 + }, + "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": 0.8366253253713061, + "FN": 405, + "FP": 662, + "IoU": 0.7191366148986575, + "TN": 1923753, + "TP": 2732, + "n_pred": 3394, + "n_ref": 3137 + }, + "3": { + "Dice": 0.933815548470253, + "FN": 5995, + "FP": 9615, + "IoU": 0.8758480271686828, + "TN": 1801819, + "TP": 110123, + "n_pred": 119738, + "n_ref": 116118 + }, + "4": { + "Dice": 0.7377161444958055, + "FN": 2202, + "FP": 862, + "IoU": 0.5844296758442967, + "TN": 1920179, + "TP": 4309, + "n_pred": 5171, + "n_ref": 6511 + }, + "5": { + "Dice": 0.6074672048435923, + "FN": 700, + "FP": 78, + "IoU": 0.43623188405797103, + "TN": 1926172, + "TP": 602, + "n_pred": 680, + "n_ref": 1302 + }, + "6": { + "Dice": 0.9374412925042269, + "FN": 26180, + "FP": 6454, + "IoU": 0.8822489391796322, + "TN": 1650408, + "TP": 244510, + "n_pred": 250964, + "n_ref": 270690 + }, + "7": { + "Dice": 0.9457427394985608, + "FN": 14542, + "FP": 11206, + "IoU": 0.897070169617551, + "TN": 1677401, + "TP": 224403, + "n_pred": 235609, + "n_ref": 238945 + }, + "8": { + "Dice": 0.8638561206729839, + "FN": 740, + "FP": 668, + "IoU": 0.7603404255319149, + "TN": 1921677, + "TP": 4467, + "n_pred": 5135, + "n_ref": 5207 + }, + "9": { + "Dice": 0.7768424161866785, + "FN": 3563, + "FP": 2481, + "IoU": 0.6351122917169766, + "TN": 1910988, + "TP": 10520, + "n_pred": 13001, + "n_ref": 14083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424907388351512, + "FN": 5767, + "FP": 3175, + "IoU": 0.8912363923858176, + "TN": 1494873, + "TP": 73273, + "n_pred": 76448, + "n_ref": 79040 + }, + "10": { + "Dice": 0.6019902659482009, + "FN": 6650, + "FP": 11668, + "IoU": 0.43060520344409564, + "TN": 1544917, + "TP": 13853, + "n_pred": 25521, + "n_ref": 20503 + }, + "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": 0.4637002341920375, + "FN": 30853, + "FP": 1436, + "IoU": 0.3018292682926829, + "TN": 1530840, + "TP": 13959, + "n_pred": 15395, + "n_ref": 44812 + }, + "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": 0.3905174992521687, + "FN": 4338, + "FP": 36412, + "IoU": 0.2426354428027135, + "TN": 1523283, + "TP": 13055, + "n_pred": 49467, + "n_ref": 17393 + }, + "3": { + "Dice": 0.018330069249772794, + "FN": 154, + "FP": 76537, + "IoU": 0.009249809448757864, + "TN": 1499681, + "TP": 716, + "n_pred": 77253, + "n_ref": 870 + }, + "4": { + "Dice": 0.7543033933449627, + "FN": 5642, + "FP": 1823, + "IoU": 0.6055273726484887, + "TN": 1558164, + "TP": 11459, + "n_pred": 13282, + "n_ref": 17101 + }, + "5": { + "Dice": 0.38803540543290266, + "FN": 5926, + "FP": 89, + "IoU": 0.24072203988891694, + "TN": 1569166, + "TP": 1907, + "n_pred": 1996, + "n_ref": 7833 + }, + "6": { + "Dice": 0.9587840241338722, + "FN": 10115, + "FP": 16882, + "IoU": 0.9208310728581692, + "TN": 1236083, + "TP": 314008, + "n_pred": 330890, + "n_ref": 324123 + }, + "7": { + "Dice": 0.7863107676536687, + "FN": 20293, + "FP": 33905, + "IoU": 0.6478682900840729, + "TN": 1423174, + "TP": 99716, + "n_pred": 133621, + "n_ref": 120009 + }, + "8": { + "Dice": 0.9036739598751411, + "FN": 4219, + "FP": 2354, + "IoU": 0.8242748295682395, + "TN": 1539683, + "TP": 30832, + "n_pred": 33186, + "n_ref": 35051 + }, + "9": { + "Dice": 0.6168355573392195, + "FN": 1601, + "FP": 2218, + "IoU": 0.44595966922965324, + "TN": 1570195, + "TP": 3074, + "n_pred": 5292, + "n_ref": 4675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.0, + "FN": 0, + "FP": 2232, + "IoU": 0.0, + "TN": 1049160, + "TP": 0, + "n_pred": 2232, + "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": 878, + "IoU": 0.0, + "TN": 1050514, + "TP": 0, + "n_pred": 878, + "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": 0.12566776901551768, + "FN": 6865, + "FP": 9, + "IoU": 0.06704668838219327, + "TN": 1044024, + "TP": 494, + "n_pred": 503, + "n_ref": 7359 + }, + "6": { + "Dice": 0.9155095491643707, + "FN": 12690, + "FP": 21379, + "IoU": 0.8441840575534304, + "TN": 832743, + "TP": 184580, + "n_pred": 205959, + "n_ref": 197270 + }, + "7": { + "Dice": 0.8073652723449114, + "FN": 33012, + "FP": 2987, + "IoU": 0.6769593854878946, + "TN": 939954, + "TP": 75439, + "n_pred": 78426, + "n_ref": 108451 + }, + "8": { + "Dice": 0.743922947561535, + "FN": 1950, + "FP": 3075, + "IoU": 0.5922590068159689, + "TN": 1039068, + "TP": 7299, + "n_pred": 10374, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7739748431413364, + "FN": 1260, + "FP": 6341, + "IoU": 0.6312878971622605, + "TN": 1030777, + "TP": 13014, + "n_pred": 19355, + "n_ref": 14274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.73116388155966, + "FN": 1799, + "FP": 35, + "IoU": 0.5762476894639557, + "TN": 1397528, + "TP": 2494, + "n_pred": 2529, + "n_ref": 4293 + }, + "14": { + "Dice": 0.7642586247961745, + "FN": 384, + "FP": 12483, + "IoU": 0.618461629699917, + "TN": 1368132, + "TP": 20857, + "n_pred": 33340, + "n_ref": 21241 + }, + "15": { + "Dice": 0.878496989189995, + "FN": 25069, + "FP": 1828, + "IoU": 0.7833211152554115, + "TN": 1277723, + "TP": 97236, + "n_pred": 99064, + "n_ref": 122305 + }, + "2": { + "Dice": 0.9512446080177293, + "FN": 1948, + "FP": 2980, + "IoU": 0.9070223765140938, + "TN": 1348854, + "TP": 48074, + "n_pred": 51054, + "n_ref": 50022 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 1401479, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8037209302325582, + "FN": 33, + "FP": 178, + "IoU": 0.671850699844479, + "TN": 1401213, + "TP": 432, + "n_pred": 610, + "n_ref": 465 + }, + "6": { + "Dice": 0.9771575708824334, + "FN": 5013, + "FP": 6005, + "IoU": 0.9553353899539084, + "TN": 1155173, + "TP": 235665, + "n_pred": 241670, + "n_ref": 240678 + }, + "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": 0.7202521147785702, + "FN": 3780, + "FP": 4653, + "IoU": 0.562807817927316, + "TN": 1382567, + "TP": 10856, + "n_pred": 15509, + "n_ref": 14636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7839323735977373, + "FN": 1072, + "FP": 5727, + "IoU": 0.644645377097162, + "TN": 1382723, + "TP": 12334, + "n_pred": 18061, + "n_ref": 13406 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1401476, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8227284105131414, + "FN": 8324, + "FP": 2299, + "IoU": 0.6988433407042014, + "TN": 1366582, + "TP": 24651, + "n_pred": 26950, + "n_ref": 32975 + }, + "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": 0.13841524573721165, + "FN": 3406, + "FP": 30, + "IoU": 0.07435344827586207, + "TN": 1398144, + "TP": 276, + "n_pred": 306, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3305, + "IoU": 0.0, + "TN": 1398551, + "TP": 0, + "n_pred": 3305, + "n_ref": 0 + }, + "4": { + "Dice": 0.4565537555228277, + "FN": 343, + "FP": 26, + "IoU": 0.2958015267175573, + "TN": 1401332, + "TP": 155, + "n_pred": 181, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9156681074800862, + "FN": 3030, + "FP": 5535, + "IoU": 0.8444537265727153, + "TN": 1346792, + "TP": 46499, + "n_pred": 52034, + "n_ref": 49529 + }, + "7": { + "Dice": 0.8543061465369318, + "FN": 9509, + "FP": 5180, + "IoU": 0.7456670418145616, + "TN": 1344101, + "TP": 43066, + "n_pred": 48246, + "n_ref": 52575 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3743, + "IoU": 0.0, + "TN": 1398113, + "TP": 0, + "n_pred": 3743, + "n_ref": 0 + }, + "9": { + "Dice": 0.9139048324384373, + "FN": 260, + "FP": 670, + "IoU": 0.8414592567337198, + "TN": 1395990, + "TP": 4936, + "n_pred": 5606, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "10": { + "Dice": 0.5744197616318055, + "FN": 18089, + "FP": 1586, + "IoU": 0.40293751706976605, + "TN": 1018439, + "TP": 13278, + "n_pred": 14864, + "n_ref": 31367 + }, + "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": 0.789472506322315, + "FN": 8288, + "FP": 1119, + "IoU": 0.6521723054168977, + "TN": 1024347, + "TP": 17638, + "n_pred": 18757, + "n_ref": 25926 + }, + "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": 0.8624147015835483, + "FN": 4873, + "FP": 9906, + "IoU": 0.7581099217650332, + "TN": 990294, + "TP": 46319, + "n_pred": 56225, + "n_ref": 51192 + }, + "7": { + "Dice": 0.9012330258203816, + "FN": 2626, + "FP": 8444, + "IoU": 0.8202221644796674, + "TN": 989816, + "TP": 50506, + "n_pred": 58950, + "n_ref": 53132 + }, + "8": { + "Dice": 0.802013422818792, + "FN": 39, + "FP": 79, + "IoU": 0.6694677871148459, + "TN": 1051035, + "TP": 239, + "n_pred": 318, + "n_ref": 278 + }, + "9": { + "Dice": 0.809303473378987, + "FN": 1217, + "FP": 1874, + "IoU": 0.6796891191709844, + "TN": 1041742, + "TP": 6559, + "n_pred": 8433, + "n_ref": 7776 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22533, + "IoU": 0.0, + "TN": 1028859, + "TP": 0, + "n_pred": 22533, + "n_ref": 0 + }, + "10": { + "Dice": 0.7374469623456438, + "FN": 7670, + "FP": 6129, + "IoU": 0.5840918681053711, + "TN": 1018214, + "TP": 19379, + "n_pred": 25508, + "n_ref": 27049 + }, + "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": 0.5505954434432224, + "FN": 28312, + "FP": 4255, + "IoU": 0.3798769922120456, + "TN": 998875, + "TP": 19950, + "n_pred": 24205, + "n_ref": 48262 + }, + "14": { + "Dice": 0.9503084536641584, + "FN": 4457, + "FP": 4339, + "IoU": 0.9053216223198141, + "TN": 958488, + "TP": 84108, + "n_pred": 88447, + "n_ref": 88565 + }, + "15": { + "Dice": 0.5225245193106888, + "FN": 8433, + "FP": 184, + "IoU": 0.35366036603660367, + "TN": 1038060, + "TP": 4715, + "n_pred": 4899, + "n_ref": 13148 + }, + "2": { + "Dice": 0.9227755232593007, + "FN": 2731, + "FP": 4995, + "IoU": 0.8566232416583157, + "TN": 997506, + "TP": 46160, + "n_pred": 51155, + "n_ref": 48891 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 4143, + "IoU": 0.0, + "TN": 1047187, + "TP": 0, + "n_pred": 4143, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7121924322834103, + "FN": 3757, + "FP": 17122, + "IoU": 0.5530270594279842, + "TN": 1004680, + "TP": 25833, + "n_pred": 42955, + "n_ref": 29590 + }, + "7": { + "Dice": 0.7436575327672476, + "FN": 51716, + "FP": 12375, + "IoU": 0.5919226263243684, + "TN": 894336, + "TP": 92965, + "n_pred": 105340, + "n_ref": 144681 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "9": { + "Dice": 0.6731250680309132, + "FN": 1107, + "FP": 1896, + "IoU": 0.5073010664479081, + "TN": 1045297, + "TP": 3092, + "n_pred": 4988, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635927776006424, + "FN": 2958, + "FP": 3208, + "IoU": 0.9297434027619526, + "TN": 2365484, + "TP": 81598, + "n_pred": 84806, + "n_ref": 84556 + }, + "10": { + "Dice": 0.5887993069706545, + "FN": 32685, + "FP": 9086, + "IoU": 0.41723286409866484, + "TN": 2381571, + "TP": 29906, + "n_pred": 38992, + "n_ref": 62591 + }, + "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": 0.4346527259148618, + "FN": 5963, + "FP": 17504, + "IoU": 0.2776717557251908, + "TN": 2420760, + "TP": 9021, + "n_pred": 26525, + "n_ref": 14984 + }, + "14": { + "Dice": 0.8096326700264976, + "FN": 9582, + "FP": 5074, + "IoU": 0.6801536379904849, + "TN": 2407426, + "TP": 31166, + "n_pred": 36240, + "n_ref": 40748 + }, + "15": { + "Dice": 0.7399051403666197, + "FN": 4022, + "FP": 4094, + "IoU": 0.5871820956256358, + "TN": 2433588, + "TP": 11544, + "n_pred": 15638, + "n_ref": 15566 + }, + "2": { + "Dice": 0.90105886059477, + "FN": 19295, + "FP": 2374, + "IoU": 0.8199336873332834, + "TN": 2332909, + "TP": 98670, + "n_pred": 101044, + "n_ref": 117965 + }, + "3": { + "Dice": 0.9091339468000118, + "FN": 3724, + "FP": 2418, + "IoU": 0.8334056634479766, + "TN": 2416380, + "TP": 30726, + "n_pred": 33144, + "n_ref": 34450 + }, + "4": { + "Dice": 0.7960452400569246, + "FN": 1144, + "FP": 1579, + "IoU": 0.6611919870598482, + "TN": 2445211, + "TP": 5314, + "n_pred": 6893, + "n_ref": 6458 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9240883235959219, + "FN": 17796, + "FP": 31383, + "IoU": 0.8588886465889266, + "TN": 2104736, + "TP": 299333, + "n_pred": 330716, + "n_ref": 317129 + }, + "7": { + "Dice": 0.7893098708392121, + "FN": 34616, + "FP": 34972, + "IoU": 0.6519503643647749, + "TN": 2253311, + "TP": 130349, + "n_pred": 165321, + "n_ref": 164965 + }, + "8": { + "Dice": 0.9119900231605202, + "FN": 408, + "FP": 580, + "IoU": 0.8382184378581955, + "TN": 2447141, + "TP": 5119, + "n_pred": 5699, + "n_ref": 5527 + }, + "9": { + "Dice": 0.8033888228299644, + "FN": 3002, + "FP": 3612, + "IoU": 0.6713866944899886, + "TN": 2433121, + "TP": 13513, + "n_pred": 17125, + "n_ref": 16515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742394902867137, + "FN": 3499, + "FP": 625, + "IoU": 0.9497728573690428, + "TN": 1319749, + "TP": 77983, + "n_pred": 78608, + "n_ref": 81482 + }, + "10": { + "Dice": 0.8834336395312005, + "FN": 1219, + "FP": 989, + "IoU": 0.7912056737588653, + "TN": 1391281, + "TP": 8367, + "n_pred": 9356, + "n_ref": 9586 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 1399386, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8247177296307598, + "FN": 485, + "FP": 5259, + "IoU": 0.7017188554811238, + "TN": 1382599, + "TP": 13513, + "n_pred": 18772, + "n_ref": 13998 + }, + "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": 0.9302647996672674, + "FN": 157, + "FP": 346, + "IoU": 0.8696215655780197, + "TN": 1397998, + "TP": 3355, + "n_pred": 3701, + "n_ref": 3512 + }, + "3": { + "Dice": 0.9638547000868446, + "FN": 195, + "FP": 1012, + "IoU": 0.9302312138728324, + "TN": 1384556, + "TP": 16093, + "n_pred": 17105, + "n_ref": 16288 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1983, + "IoU": 0.0, + "TN": 1399873, + "TP": 0, + "n_pred": 1983, + "n_ref": 0 + }, + "5": { + "Dice": 0.7852825627077668, + "FN": 3852, + "FP": 1832, + "IoU": 0.6464734419703944, + "TN": 1385778, + "TP": 10394, + "n_pred": 12226, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8890445241296877, + "FN": 3321, + "FP": 8561, + "IoU": 0.8002521644111961, + "TN": 1342371, + "TP": 47603, + "n_pred": 56164, + "n_ref": 50924 + }, + "7": { + "Dice": 0.8427638237188334, + "FN": 2122, + "FP": 1296, + "IoU": 0.728255684528542, + "TN": 1389278, + "TP": 9160, + "n_pred": 10456, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9350111603532495, + "FN": 4231, + "FP": 3805, + "IoU": 0.8779539517647773, + "TN": 1336012, + "TP": 57808, + "n_pred": 61613, + "n_ref": 62039 + }, + "9": { + "Dice": 0.770231141730318, + "FN": 7418, + "FP": 10992, + "IoU": 0.626321878742363, + "TN": 1352589, + "TP": 30857, + "n_pred": 41849, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2276, + "IoU": 0.0, + "TN": 698652, + "TP": 0, + "n_pred": 2276, + "n_ref": 0 + }, + "10": { + "Dice": 0.8144826744753538, + "FN": 2270, + "FP": 9894, + "IoU": 0.6870272217362219, + "TN": 662062, + "TP": 26702, + "n_pred": 36596, + "n_ref": 28972 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.681054645970657, + "FN": 4010, + "FP": 1990, + "IoU": 0.5163630501370304, + "TN": 688522, + "TP": 6406, + "n_pred": 8396, + "n_ref": 10416 + }, + "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": 0.955288503322351, + "FN": 3275, + "FP": 2384, + "IoU": 0.9144041262686612, + "TN": 634815, + "TP": 60454, + "n_pred": 62838, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 700658, + "TP": 0, + "n_pred": 270, + "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": 0.8191702013553703, + "FN": 3336, + "FP": 373, + "IoU": 0.6937241948802643, + "TN": 688818, + "TP": 8401, + "n_pred": 8774, + "n_ref": 11737 + }, + "7": { + "Dice": 0.9425269157694743, + "FN": 559, + "FP": 1619, + "IoU": 0.8913010929779908, + "TN": 680891, + "TP": 17859, + "n_pred": 19478, + "n_ref": 18418 + }, + "8": { + "Dice": 0.7065868263473054, + "FN": 82, + "FP": 65, + "IoU": 0.5462962962962963, + "TN": 700604, + "TP": 177, + "n_pred": 242, + "n_ref": 259 + }, + "9": { + "Dice": 0.8487672880336741, + "FN": 477, + "FP": 529, + "IoU": 0.7372682162444503, + "TN": 697099, + "TP": 2823, + "n_pred": 3352, + "n_ref": 3300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808555189949147, + "FN": 345, + "FP": 295, + "IoU": 0.9624302905782213, + "TN": 1034357, + "TP": 16395, + "n_pred": 16690, + "n_ref": 16740 + }, + "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": 59, + "FP": 0, + "IoU": 0.0, + "TN": 1051333, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "13": { + "Dice": 0.15789473684210525, + "FN": 46, + "FP": 18, + "IoU": 0.08571428571428572, + "TN": 1051322, + "TP": 6, + "n_pred": 24, + "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": 0.6943396226415094, + "FN": 56, + "FP": 25, + "IoU": 0.5317919075144508, + "TN": 1051219, + "TP": 92, + "n_pred": 117, + "n_ref": 148 + }, + "3": { + "Dice": 0.9657657657657658, + "FN": 3587, + "FP": 2854, + "IoU": 0.9337979094076655, + "TN": 954099, + "TP": 90852, + "n_pred": 93706, + "n_ref": 94439 + }, + "4": { + "Dice": 0.8125280703687069, + "FN": 21861, + "FP": 262, + "IoU": 0.6842503389709556, + "TN": 981327, + "TP": 47942, + "n_pred": 48204, + "n_ref": 69803 + }, + "5": { + "Dice": 0.0, + "FN": 56, + "FP": 133, + "IoU": 0.0, + "TN": 1051203, + "TP": 0, + "n_pred": 133, + "n_ref": 56 + }, + "6": { + "Dice": 0.9425413544989244, + "FN": 1896, + "FP": 1977, + "IoU": 0.8913269171413339, + "TN": 1015753, + "TP": 31766, + "n_pred": 33743, + "n_ref": 33662 + }, + "7": { + "Dice": 0.8201988322550102, + "FN": 4239, + "FP": 1458, + "IoU": 0.695200898828313, + "TN": 1032701, + "TP": 12994, + "n_pred": 14452, + "n_ref": 17233 + }, + "8": { + "Dice": 0.9390809573875936, + "FN": 328, + "FP": 657, + "IoU": 0.8851579806459134, + "TN": 1042815, + "TP": 7592, + "n_pred": 8249, + "n_ref": 7920 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4015, + "IoU": 0.0, + "TN": 1047377, + "TP": 0, + "n_pred": 4015, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.8071960270563601, + "FN": 12288, + "FP": 5299, + "IoU": 0.6767214440645565, + "TN": 1172222, + "TP": 36815, + "n_pred": 42114, + "n_ref": 49103 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.7549797683344043, + "FN": 5365, + "FP": 8744, + "IoU": 0.6063995982815377, + "TN": 1190778, + "TP": 21737, + "n_pred": 30481, + "n_ref": 27102 + }, + "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": 0.754711029050186, + "FN": 4530, + "FP": 48344, + "IoU": 0.6060529296060082, + "TN": 1092408, + "TP": 81342, + "n_pred": 129686, + "n_ref": 85872 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 17, + "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": 0.94173294265383, + "FN": 1034, + "FP": 358, + "IoU": 0.8898821295783561, + "TN": 1213983, + "TP": 11249, + "n_pred": 11607, + "n_ref": 12283 + }, + "7": { + "Dice": 0.9564354454025384, + "FN": 11861, + "FP": 3811, + "IoU": 0.9165081749748278, + "TN": 1038917, + "TP": 172035, + "n_pred": 175846, + "n_ref": 183896 + }, + "8": { + "Dice": 0.848314606741573, + "FN": 51, + "FP": 3, + "IoU": 0.7365853658536585, + "TN": 1226419, + "TP": 151, + "n_pred": 154, + "n_ref": 202 + }, + "9": { + "Dice": 0.9160930399964008, + "FN": 502, + "FP": 1363, + "IoU": 0.845176822181637, + "TN": 1214578, + "TP": 10181, + "n_pred": 11544, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8557280364991933, + "FN": 1244, + "FP": 1349, + "IoU": 0.7478362345618983, + "TN": 1917269, + "TP": 7690, + "n_pred": 9039, + "n_ref": 8934 + }, + "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": 0.06887781056058602, + "FN": 18274, + "FP": 30, + "IoU": 0.035667246193561986, + "TN": 1908571, + "TP": 677, + "n_pred": 707, + "n_ref": 18951 + }, + "14": { + "Dice": 0.48336975720743647, + "FN": 10884, + "FP": 6373, + "IoU": 0.3187129885511251, + "TN": 1902222, + "TP": 8073, + "n_pred": 14446, + "n_ref": 18957 + }, + "15": { + "Dice": 0.48211856948555887, + "FN": 312, + "FP": 6161, + "IoU": 0.3176259751212313, + "TN": 1918066, + "TP": 3013, + "n_pred": 9174, + "n_ref": 3325 + }, + "2": { + "Dice": 0.7534968053876705, + "FN": 15756, + "FP": 1374, + "IoU": 0.6044884671330609, + "TN": 1884241, + "TP": 26181, + "n_pred": 27555, + "n_ref": 41937 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16081, + "IoU": 0.0, + "TN": 1911471, + "TP": 0, + "n_pred": 16081, + "n_ref": 0 + }, + "4": { + "Dice": 0.8261010404654237, + "FN": 4626, + "FP": 8795, + "IoU": 0.7037241440208393, + "TN": 1882253, + "TP": 31878, + "n_pred": 40673, + "n_ref": 36504 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968326359954802, + "FN": 9299, + "FP": 12397, + "IoU": 0.9385975587322162, + "TN": 1574211, + "TP": 331645, + "n_pred": 344042, + "n_ref": 340944 + }, + "7": { + "Dice": 0.7574827657327142, + "FN": 14385, + "FP": 24418, + "IoU": 0.6096356210136616, + "TN": 1828150, + "TP": 60599, + "n_pred": 85017, + "n_ref": 74984 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780003922386554, + "FN": 5672, + "FP": 1395, + "IoU": 0.9569479134937557, + "TN": 1938634, + "TP": 157083, + "n_pred": 158478, + "n_ref": 162755 + }, + "10": { + "Dice": 0.9062515467999802, + "FN": 1201, + "FP": 2587, + "IoU": 0.8285740145721139, + "TN": 2080687, + "TP": 18309, + "n_pred": 20896, + "n_ref": 19510 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 2098634, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7968122489959839, + "FN": 2510, + "FP": 3966, + "IoU": 0.662250964848232, + "TN": 2083610, + "TP": 12698, + "n_pred": 16664, + "n_ref": 15208 + }, + "14": { + "Dice": 0.9914094870169127, + "FN": 2772, + "FP": 141, + "IoU": 0.9829653107529649, + "TN": 1931780, + "TP": 168091, + "n_pred": 168232, + "n_ref": 170863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9647506569607636, + "FN": 133, + "FP": 1034, + "IoU": 0.9319017330921399, + "TN": 2085647, + "TP": 15970, + "n_pred": 17004, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9686945700727148, + "FN": 1371, + "FP": 5371, + "IoU": 0.9392897021215286, + "TN": 1991732, + "TP": 104310, + "n_pred": 109681, + "n_ref": 105681 + }, + "4": { + "Dice": 0.912271548483128, + "FN": 1699, + "FP": 4018, + "IoU": 0.8386942046159923, + "TN": 2067342, + "TP": 29725, + "n_pred": 33743, + "n_ref": 31424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9584424398020398, + "FN": 6040, + "FP": 6942, + "IoU": 0.9202011261095129, + "TN": 1940100, + "TP": 149702, + "n_pred": 156644, + "n_ref": 155742 + }, + "7": { + "Dice": 0.8546115308804205, + "FN": 8291, + "FP": 5871, + "IoU": 0.7461324728869768, + "TN": 2046999, + "TP": 41623, + "n_pred": 47494, + "n_ref": 49914 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9221692472055236, + "FN": 3579, + "FP": 1302, + "IoU": 0.8555788975352842, + "TN": 2068987, + "TP": 28916, + "n_pred": 30218, + "n_ref": 32495 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793406215029697, + "FN": 517, + "FP": 443, + "IoU": 0.9595175845492114, + "TN": 677214, + "TP": 22754, + "n_pred": 23197, + "n_ref": 23271 + }, + "10": { + "Dice": 0.8671904428778991, + "FN": 729, + "FP": 4207, + "IoU": 0.7655218279416655, + "TN": 679877, + "TP": 16115, + "n_pred": 20322, + "n_ref": 16844 + }, + "11": { + "Dice": 0.0, + "FN": 2005, + "FP": 0, + "IoU": 0.0, + "TN": 698923, + "TP": 0, + "n_pred": 0, + "n_ref": 2005 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 700724, + "TP": 0, + "n_pred": 204, + "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": 0.9658862362784985, + "FN": 1736, + "FP": 2708, + "IoU": 0.9340231898689074, + "TN": 633571, + "TP": 62913, + "n_pred": 65621, + "n_ref": 64649 + }, + "3": { + "Dice": 0.9710853418220403, + "FN": 2361, + "FP": 2217, + "IoU": 0.9437958086258333, + "TN": 619475, + "TP": 76875, + "n_pred": 79092, + "n_ref": 79236 + }, + "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": 0.9360926721332813, + "FN": 1883, + "FP": 8428, + "IoU": 0.8798629801810619, + "TN": 615101, + "TP": 75516, + "n_pred": 83944, + "n_ref": 77399 + }, + "7": { + "Dice": 0.8983464583642886, + "FN": 11455, + "FP": 2912, + "IoU": 0.8154527938342967, + "TN": 623078, + "TP": 63483, + "n_pred": 66395, + "n_ref": 74938 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8312367845751353, + "FN": 4176, + "FP": 5242, + "IoU": 0.7112105973261377, + "TN": 1194012, + "TP": 23194, + "n_pred": 28436, + "n_ref": 27370 + }, + "10": { + "Dice": 0.28792359335038364, + "FN": 34393, + "FP": 1245, + "IoU": 0.16817216348061528, + "TN": 1183781, + "TP": 7205, + "n_pred": 8450, + "n_ref": 41598 + }, + "11": { + "Dice": 0.0, + "FN": 1002, + "FP": 0, + "IoU": 0.0, + "TN": 1225622, + "TP": 0, + "n_pred": 0, + "n_ref": 1002 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4890241251901761, + "FN": 14660, + "FP": 1797, + "IoU": 0.32364787111622556, + "TN": 1202292, + "TP": 7875, + "n_pred": 9672, + "n_ref": 22535 + }, + "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": 0.6836056083475707, + "FN": 38951, + "FP": 5865, + "IoU": 0.5193015198807264, + "TN": 1133393, + "TP": 48415, + "n_pred": 54280, + "n_ref": 87366 + }, + "3": { + "Dice": 0.8628711897738447, + "FN": 19768, + "FP": 8124, + "IoU": 0.758815696176262, + "TN": 1110978, + "TP": 87754, + "n_pred": 95878, + "n_ref": 107522 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 1226236, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.843208610968734, + "FN": 13581, + "FP": 4773, + "IoU": 0.728920200274713, + "TN": 1158917, + "TP": 49353, + "n_pred": 54126, + "n_ref": 62934 + }, + "7": { + "Dice": 0.8754230920605388, + "FN": 6753, + "FP": 10656, + "IoU": 0.7784466192397267, + "TN": 1148047, + "TP": 61168, + "n_pred": 71824, + "n_ref": 67921 + }, + "8": { + "Dice": 0.8244320209349352, + "FN": 5663, + "FP": 241, + "IoU": 0.7013052716786401, + "TN": 1206858, + "TP": 13862, + "n_pred": 14103, + "n_ref": 19525 + }, + "9": { + "Dice": 0.8002379468585349, + "FN": 560, + "FP": 6492, + "IoU": 0.66699721395854, + "TN": 1205447, + "TP": 14125, + "n_pred": 20617, + "n_ref": 14685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 3854563, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7081, + "IoU": 0.0, + "TN": 3848023, + "TP": 0, + "n_pred": 7081, + "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": 0.18493689374929778, + "FN": 18548, + "FP": 3215, + "IoU": 0.1018900627269726, + "TN": 3830872, + "TP": 2469, + "n_pred": 5684, + "n_ref": 21017 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 98015, + "IoU": 0.0, + "TN": 3757089, + "TP": 0, + "n_pred": 98015, + "n_ref": 0 + }, + "15": { + "Dice": 0.08237858898835754, + "FN": 5190, + "FP": 93725, + "IoU": 0.04295873445890378, + "TN": 3751749, + "TP": 4440, + "n_pred": 98165, + "n_ref": 9630 + }, + "2": { + "Dice": 0.8962371721778791, + "FN": 10, + "FP": 172, + "IoU": 0.8119834710743802, + "TN": 3854136, + "TP": 786, + "n_pred": 958, + "n_ref": 796 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 3855064, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "4": { + "Dice": 0.7834121109426558, + "FN": 3045, + "FP": 9098, + "IoU": 0.6439420595824537, + "TN": 3821000, + "TP": 21961, + "n_pred": 31059, + "n_ref": 25006 + }, + "5": { + "Dice": 0.40187437241994867, + "FN": 2005, + "FP": 3356, + "IoU": 0.25146607092990786, + "TN": 3847942, + "TP": 1801, + "n_pred": 5157, + "n_ref": 3806 + }, + "6": { + "Dice": 0.7502098634212047, + "FN": 15846, + "FP": 218931, + "IoU": 0.6002686702863943, + "TN": 3267767, + "TP": 352560, + "n_pred": 571491, + "n_ref": 368406 + }, + "7": { + "Dice": 0.7785440785452036, + "FN": 14212, + "FP": 44839, + "IoU": 0.6373902364138778, + "TN": 3692254, + "TP": 103799, + "n_pred": 148638, + "n_ref": 118011 + }, + "8": { + "Dice": 0.9237891737891738, + "FN": 74, + "FP": 140, + "IoU": 0.8583719391131701, + "TN": 3853593, + "TP": 1297, + "n_pred": 1437, + "n_ref": 1371 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1379, + "IoU": 0.0, + "TN": 3853725, + "TP": 0, + "n_pred": 1379, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8843942184622109, + "FN": 36076, + "FP": 956, + "IoU": 0.7927479698457027, + "TN": 4026887, + "TP": 141649, + "n_pred": 142605, + "n_ref": 177725 + }, + "10": { + "Dice": 0.7476760764185914, + "FN": 11491, + "FP": 6207, + "IoU": 0.5970308977891118, + "TN": 4161649, + "TP": 26221, + "n_pred": 32428, + "n_ref": 37712 + }, + "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": 0.5210023805257634, + "FN": 12148, + "FP": 25278, + "IoU": 0.35226722049151954, + "TN": 4147788, + "TP": 20354, + "n_pred": 45632, + "n_ref": 32502 + }, + "14": { + "Dice": 0.8444679836873047, + "FN": 10924, + "FP": 3759, + "IoU": 0.7308044881196832, + "TN": 4151024, + "TP": 39861, + "n_pred": 43620, + "n_ref": 50785 + }, + "15": { + "Dice": 0.0, + "FN": 5246, + "FP": 30, + "IoU": 0.0, + "TN": 4200292, + "TP": 0, + "n_pred": 30, + "n_ref": 5246 + }, + "2": { + "Dice": 0.7569596483456861, + "FN": 25478, + "FP": 89195, + "IoU": 0.6089582267689685, + "TN": 3912318, + "TP": 178577, + "n_pred": 267772, + "n_ref": 204055 + }, + "3": { + "Dice": 0.5319701958066193, + "FN": 66717, + "FP": 808, + "IoU": 0.3623701605288008, + "TN": 4099668, + "TP": 38375, + "n_pred": 39183, + "n_ref": 105092 + }, + "4": { + "Dice": 0.5931226850793361, + "FN": 2830, + "FP": 14966, + "IoU": 0.42158806513472225, + "TN": 4174801, + "TP": 12971, + "n_pred": 27937, + "n_ref": 15801 + }, + "5": { + "Dice": 0.6728781110402042, + "FN": 9601, + "FP": 651, + "IoU": 0.5070205808809386, + "TN": 4184772, + "TP": 10544, + "n_pred": 11195, + "n_ref": 20145 + }, + "6": { + "Dice": 0.8571716925204517, + "FN": 472555, + "FP": 89283, + "IoU": 0.7500441552860218, + "TN": 1957819, + "TP": 1685911, + "n_pred": 1775194, + "n_ref": 2158466 + }, + "7": { + "Dice": 0.38073090146300925, + "FN": 90702, + "FP": 1701, + "IoU": 0.23512515727435268, + "TN": 4084760, + "TP": 28405, + "n_pred": 30106, + "n_ref": 119107 + }, + "8": { + "Dice": 0.7984297304370583, + "FN": 3643, + "FP": 208, + "IoU": 0.6644885868618227, + "TN": 4194090, + "TP": 7627, + "n_pred": 7835, + "n_ref": 11270 + }, + "9": { + "Dice": 0.685586408476434, + "FN": 22021, + "FP": 12401, + "IoU": 0.5215910828202527, + "TN": 4133617, + "TP": 37529, + "n_pred": 49930, + "n_ref": 59550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971154807532078, + "FN": 1814, + "FP": 1648, + "IoU": 0.9439270500963703, + "TN": 1164883, + "TP": 58279, + "n_pred": 59927, + "n_ref": 60093 + }, + "10": { + "Dice": 0.8707364842393112, + "FN": 6117, + "FP": 7875, + "IoU": 0.7710658071271965, + "TN": 1165506, + "TP": 47126, + "n_pred": 55001, + "n_ref": 53243 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 1222848, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": 0.6653031101739589, + "FN": 11095, + "FP": 4778, + "IoU": 0.49846756611583304, + "TN": 1194975, + "TP": 15776, + "n_pred": 20554, + "n_ref": 26871 + }, + "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": 0.9056344480073294, + "FN": 657, + "FP": 167, + "IoU": 0.8275429049811637, + "TN": 1221846, + "TP": 3954, + "n_pred": 4121, + "n_ref": 4611 + }, + "3": { + "Dice": 0.9734972879229549, + "FN": 2313, + "FP": 3433, + "IoU": 0.9483630939008061, + "TN": 1115347, + "TP": 105531, + "n_pred": 108964, + "n_ref": 107844 + }, + "4": { + "Dice": 0.5471127538040609, + "FN": 18386, + "FP": 484, + "IoU": 0.37656931412713096, + "TN": 1196356, + "TP": 11398, + "n_pred": 11882, + "n_ref": 29784 + }, + "5": { + "Dice": 0.7623512441399206, + "FN": 1086, + "FP": 891, + "IoU": 0.615967365967366, + "TN": 1221476, + "TP": 3171, + "n_pred": 4062, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9594389508865838, + "FN": 7296, + "FP": 2085, + "IoU": 0.9220400395575538, + "TN": 1106293, + "TP": 110950, + "n_pred": 113035, + "n_ref": 118246 + }, + "7": { + "Dice": 0.8770476653363545, + "FN": 7272, + "FP": 10689, + "IoU": 0.7810194950073761, + "TN": 1144603, + "TP": 64060, + "n_pred": 74749, + "n_ref": 71332 + }, + "8": { + "Dice": 0.9420583246703507, + "FN": 169, + "FP": 890, + "IoU": 0.8904633843607779, + "TN": 1216956, + "TP": 8609, + "n_pred": 9499, + "n_ref": 8778 + }, + "9": { + "Dice": 0.7901646478566766, + "FN": 2960, + "FP": 5719, + "IoU": 0.6531175059952038, + "TN": 1201604, + "TP": 16341, + "n_pred": 22060, + "n_ref": 19301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9242757846565643, + "FN": 2366, + "FP": 1142, + "IoU": 0.8592125857848055, + "TN": 1902635, + "TP": 21409, + "n_pred": 22551, + "n_ref": 23775 + }, + "10": { + "Dice": 0.7502114246175137, + "FN": 12807, + "FP": 9936, + "IoU": 0.6002706692913385, + "TN": 1870656, + "TP": 34153, + "n_pred": 44089, + "n_ref": 46960 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4485, + "FP": 0, + "IoU": 0.0, + "TN": 1923067, + "TP": 0, + "n_pred": 0, + "n_ref": 4485 + }, + "13": { + "Dice": 0.5862824150116968, + "FN": 5469, + "FP": 11155, + "IoU": 0.4147097137626307, + "TN": 1899149, + "TP": 11779, + "n_pred": 22934, + "n_ref": 17248 + }, + "14": { + "Dice": 0.9359055511356047, + "FN": 5178, + "FP": 5859, + "IoU": 0.8795324062957061, + "TN": 1835934, + "TP": 80581, + "n_pred": 86440, + "n_ref": 85759 + }, + "15": { + "Dice": 0.6873315363881402, + "FN": 1859, + "FP": 693, + "IoU": 0.5236139630390144, + "TN": 1922195, + "TP": 2805, + "n_pred": 3498, + "n_ref": 4664 + }, + "2": { + "Dice": 0.9572618940955111, + "FN": 105, + "FP": 849, + "IoU": 0.9180271524316893, + "TN": 1915914, + "TP": 10684, + "n_pred": 11533, + "n_ref": 10789 + }, + "3": { + "Dice": 0.9650238003725276, + "FN": 1896, + "FP": 4019, + "IoU": 0.9324115865851569, + "TN": 1840037, + "TP": 81600, + "n_pred": 85619, + "n_ref": 83496 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 1927114, + "TP": 0, + "n_pred": 438, + "n_ref": 0 + }, + "5": { + "Dice": 0.5340432397547596, + "FN": 1815, + "FP": 1073, + "IoU": 0.3642967202289236, + "TN": 1923009, + "TP": 1655, + "n_pred": 2728, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8868756917518443, + "FN": 31563, + "FP": 48466, + "IoU": 0.7967445191702054, + "TN": 1533816, + "TP": 313707, + "n_pred": 362173, + "n_ref": 345270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 73268, + "IoU": 0.0, + "TN": 1854284, + "TP": 0, + "n_pred": 73268, + "n_ref": 0 + }, + "8": { + "Dice": 0.9511150758251561, + "FN": 154, + "FP": 394, + "IoU": 0.9067868685150536, + "TN": 1921673, + "TP": 5331, + "n_pred": 5725, + "n_ref": 5485 + }, + "9": { + "Dice": 0.7870021795125818, + "FN": 4780, + "FP": 3820, + "IoU": 0.6488075792224763, + "TN": 1903064, + "TP": 15888, + "n_pred": 19708, + "n_ref": 20668 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9928305327778549, + "FN": 612, + "FP": 1503, + "IoU": 0.9857631362834718, + "TN": 1078066, + "TP": 146443, + "n_pred": 147946, + "n_ref": 147055 + }, + "10": { + "Dice": 0.8437193326790972, + "FN": 561, + "FP": 1987, + "IoU": 0.7296838531720772, + "TN": 1217198, + "TP": 6878, + "n_pred": 8865, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4227, + "FP": 0, + "IoU": 0.0, + "TN": 1222397, + "TP": 0, + "n_pred": 0, + "n_ref": 4227 + }, + "13": { + "Dice": 0.055365146322172425, + "FN": 3583, + "FP": 0, + "IoU": 0.028470715835141, + "TN": 1222936, + "TP": 105, + "n_pred": 105, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9687116439333701, + "FN": 1475, + "FP": 6198, + "IoU": 0.9393218087209578, + "TN": 1100170, + "TP": 118781, + "n_pred": 124979, + "n_ref": 120256 + }, + "15": { + "Dice": 0.924299353249153, + "FN": 395, + "FP": 834, + "IoU": 0.8592533211177279, + "TN": 1217892, + "TP": 7503, + "n_pred": 8337, + "n_ref": 7898 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9486577181208053, + "FN": 188, + "FP": 118, + "IoU": 0.9023300351101181, + "TN": 1223491, + "TP": 2827, + "n_pred": 2945, + "n_ref": 3015 + }, + "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": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9582658022690438, + "FN": 136, + "FP": 276, + "IoU": 0.9198755348113574, + "TN": 1221482, + "TP": 4730, + "n_pred": 5006, + "n_ref": 4866 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9581213684692721, + "FN": 1371, + "FP": 2103, + "IoU": 0.9196093858471791, + "TN": 2410034, + "TP": 39740, + "n_pred": 41843, + "n_ref": 41111 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2453243, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2453240, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "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": 209, + "IoU": 0.0, + "TN": 2453039, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "14": { + "Dice": 0.017468275105749647, + "FN": 191, + "FP": 100153, + "IoU": 0.00881109486743846, + "TN": 2352012, + "TP": 892, + "n_pred": 101045, + "n_ref": 1083 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2027, + "IoU": 0.0, + "TN": 2451221, + "TP": 0, + "n_pred": 2027, + "n_ref": 0 + }, + "2": { + "Dice": 0.7014071439616515, + "FN": 255, + "FP": 1676, + "IoU": 0.5401286020481066, + "TN": 2449049, + "TP": 2268, + "n_pred": 3944, + "n_ref": 2523 + }, + "3": { + "Dice": 0.8616392495871646, + "FN": 3635, + "FP": 11698, + "IoU": 0.7569122962775064, + "TN": 2390172, + "TP": 47743, + "n_pred": 59441, + "n_ref": 51378 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27956, + "IoU": 0.0, + "TN": 2425292, + "TP": 0, + "n_pred": 27956, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761475828973764, + "FN": 2680, + "FP": 9448, + "IoU": 0.9534065326131221, + "TN": 2192954, + "TP": 248166, + "n_pred": 257614, + "n_ref": 250846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 65714, + "IoU": 0.0, + "TN": 2387534, + "TP": 0, + "n_pred": 65714, + "n_ref": 0 + }, + "8": { + "Dice": 0.8076602830974188, + "FN": 80, + "FP": 151, + "IoU": 0.6773743016759777, + "TN": 2452532, + "TP": 485, + "n_pred": 636, + "n_ref": 565 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9091052881320187, + "FN": 1530, + "FP": 1918, + "IoU": 0.8333574984292688, + "TN": 1906861, + "TP": 17243, + "n_pred": 19161, + "n_ref": 18773 + }, + "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": 0.8602232545240242, + "FN": 1202, + "FP": 2830, + "IoU": 0.7547296064237484, + "TN": 1911113, + "TP": 12407, + "n_pred": 15237, + "n_ref": 13609 + }, + "14": { + "Dice": 0.7846385542168675, + "FN": 183, + "FP": 2963, + "IoU": 0.6456009913258984, + "TN": 1918675, + "TP": 5731, + "n_pred": 8694, + "n_ref": 5914 + }, + "15": { + "Dice": 0.4081188762857259, + "FN": 116441, + "FP": 27, + "IoU": 0.2563752218717677, + "TN": 1770930, + "TP": 40154, + "n_pred": 40181, + "n_ref": 156595 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10348, + "IoU": 0.0, + "TN": 1917204, + "TP": 0, + "n_pred": 10348, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 1927133, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "4": { + "Dice": 0.8964984362543693, + "FN": 5875, + "FP": 2564, + "IoU": 0.8124124747149176, + "TN": 1882565, + "TP": 36548, + "n_pred": 39112, + "n_ref": 42423 + }, + "5": { + "Dice": 0.835195675900421, + "FN": 1037, + "FP": 2134, + "IoU": 0.7170265928966625, + "TN": 1916346, + "TP": 8035, + "n_pred": 10169, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9817473234230969, + "FN": 6394, + "FP": 6851, + "IoU": 0.9641490231319326, + "TN": 1558106, + "TP": 356201, + "n_pred": 363052, + "n_ref": 362595 + }, + "7": { + "Dice": 0.8619763187384395, + "FN": 2752, + "FP": 7471, + "IoU": 0.7574326729149365, + "TN": 1885407, + "TP": 31922, + "n_pred": 39393, + "n_ref": 34674 + }, + "8": { + "Dice": 0.919645157728126, + "FN": 1471, + "FP": 5078, + "IoU": 0.851243611584327, + "TN": 1883527, + "TP": 37476, + "n_pred": 42554, + "n_ref": 38947 + }, + "9": { + "Dice": 0.7388366855634076, + "FN": 533, + "FP": 2830, + "IoU": 0.5858374384236453, + "TN": 1919432, + "TP": 4757, + "n_pred": 7587, + "n_ref": 5290 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528580304442373, + "FN": 1472, + "FP": 3384, + "IoU": 0.9099606912408218, + "TN": 997460, + "TP": 49076, + "n_pred": 52460, + "n_ref": 50548 + }, + "10": { + "Dice": 0.7870868009994069, + "FN": 7963, + "FP": 3882, + "IoU": 0.648922611814221, + "TN": 1017653, + "TP": 21894, + "n_pred": 25776, + "n_ref": 29857 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2286, + "FP": 0, + "IoU": 0.0, + "TN": 1049106, + "TP": 0, + "n_pred": 0, + "n_ref": 2286 + }, + "13": { + "Dice": 0.04709507042253521, + "FN": 4171, + "FP": 159, + "IoU": 0.024115393283750283, + "TN": 1046955, + "TP": 107, + "n_pred": 266, + "n_ref": 4278 + }, + "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": 37, + "IoU": 0.0, + "TN": 1051355, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.9130938586326767, + "FN": 108, + "FP": 417, + "IoU": 0.8400852878464818, + "TN": 1048109, + "TP": 2758, + "n_pred": 3175, + "n_ref": 2866 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 1051329, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1973, + "FP": 0, + "IoU": 0.0, + "TN": 1049419, + "TP": 0, + "n_pred": 0, + "n_ref": 1973 + }, + "6": { + "Dice": 0.8128483128989766, + "FN": 1567, + "FP": 2127, + "IoU": 0.6847046773642882, + "TN": 1039676, + "TP": 8022, + "n_pred": 10149, + "n_ref": 9589 + }, + "7": { + "Dice": 0.9523836553768671, + "FN": 9970, + "FP": 8485, + "IoU": 0.9090958348110494, + "TN": 848376, + "TP": 184561, + "n_pred": 193046, + "n_ref": 194531 + }, + "8": { + "Dice": 0.9065089388005222, + "FN": 2357, + "FP": 1152, + "IoU": 0.8290044344817504, + "TN": 1030871, + "TP": 17012, + "n_pred": 18164, + "n_ref": 19369 + }, + "9": { + "Dice": 0.8986931754719089, + "FN": 637, + "FP": 2084, + "IoU": 0.8160243407707911, + "TN": 1036602, + "TP": 12069, + "n_pred": 14153, + "n_ref": 12706 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8795267292584786, + "FN": 1594, + "FP": 3436, + "IoU": 0.7849600273609508, + "TN": 1203233, + "TP": 18361, + "n_pred": 21797, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 1222494, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.5078582434514638, + "FN": 691, + "FP": 906, + "IoU": 0.3403552251135894, + "TN": 1224203, + "TP": 824, + "n_pred": 1730, + "n_ref": 1515 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1226551, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8585247883917775, + "FN": 38, + "FP": 79, + "IoU": 0.7521186440677966, + "TN": 1226152, + "TP": 355, + "n_pred": 434, + "n_ref": 393 + }, + "3": { + "Dice": 0.9261781530918006, + "FN": 431, + "FP": 111, + "IoU": 0.8625063419583967, + "TN": 1222682, + "TP": 3400, + "n_pred": 3511, + "n_ref": 3831 + }, + "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": 0.9816126448036012, + "FN": 4505, + "FP": 4171, + "IoU": 0.96388927041842, + "TN": 986363, + "TP": 231585, + "n_pred": 235756, + "n_ref": 236090 + }, + "7": { + "Dice": 0.9600031649325473, + "FN": 3626, + "FP": 4462, + "IoU": 0.9230827754108338, + "TN": 1121472, + "TP": 97064, + "n_pred": 101526, + "n_ref": 100690 + }, + "8": { + "Dice": 0.9367764915405165, + "FN": 447, + "FP": 760, + "IoU": 0.88107202680067, + "TN": 1216475, + "TP": 8942, + "n_pred": 9702, + "n_ref": 9389 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2782608695652174, + "FN": 0, + "FP": 83, + "IoU": 0.16161616161616163, + "TN": 1927453, + "TP": 16, + "n_pred": 99, + "n_ref": 16 + }, + "10": { + "Dice": 0.8407291916526745, + "FN": 5797, + "FP": 6155, + "IoU": 0.7252224291330437, + "TN": 1884055, + "TP": 31545, + "n_pred": 37700, + "n_ref": 37342 + }, + "11": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 1927444, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "12": { + "Dice": 0.0, + "FN": 4965, + "FP": 0, + "IoU": 0.0, + "TN": 1922587, + "TP": 0, + "n_pred": 0, + "n_ref": 4965 + }, + "13": { + "Dice": 0.8160341005318693, + "FN": 17960, + "FP": 1375, + "IoU": 0.6892378411392202, + "TN": 1865334, + "TP": 42883, + "n_pred": 44258, + "n_ref": 60843 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18556, + "IoU": 0.0, + "TN": 1908996, + "TP": 0, + "n_pred": 18556, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9477165575962283, + "FN": 182, + "FP": 561, + "IoU": 0.9006285943560252, + "TN": 1920075, + "TP": 6734, + "n_pred": 7295, + "n_ref": 6916 + }, + "3": { + "Dice": 0.9488419818235122, + "FN": 117, + "FP": 581, + "IoU": 0.9026635057871985, + "TN": 1920381, + "TP": 6473, + "n_pred": 7054, + "n_ref": 6590 + }, + "4": { + "Dice": 0.8872230551390972, + "FN": 628, + "FP": 49, + "IoU": 0.7973053892215569, + "TN": 1924212, + "TP": 2663, + "n_pred": 2712, + "n_ref": 3291 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9498934361868275, + "FN": 1846, + "FP": 3961, + "IoU": 0.9045686113393591, + "TN": 1866702, + "TP": 55043, + "n_pred": 59004, + "n_ref": 56889 + }, + "7": { + "Dice": 0.914615264811778, + "FN": 7892, + "FP": 48028, + "IoU": 0.8426645733627072, + "TN": 1572133, + "TP": 299499, + "n_pred": 347527, + "n_ref": 307391 + }, + "8": { + "Dice": 0.8589068825910932, + "FN": 384, + "FP": 5192, + "IoU": 0.7527053397197091, + "TN": 1905004, + "TP": 16972, + "n_pred": 22164, + "n_ref": 17356 + }, + "9": { + "Dice": 0.9233910341766534, + "FN": 470, + "FP": 1256, + "IoU": 0.8576846965699209, + "TN": 1915424, + "TP": 10402, + "n_pred": 11658, + "n_ref": 10872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516225883090097, + "FN": 1420, + "FP": 4139, + "IoU": 0.9077099312680545, + "TN": 1692086, + "TP": 54675, + "n_pred": 58814, + "n_ref": 56095 + }, + "10": { + "Dice": 0.8309544645281994, + "FN": 2310, + "FP": 8894, + "IoU": 0.7107973464804729, + "TN": 1713579, + "TP": 27537, + "n_pred": 36431, + "n_ref": 29847 + }, + "11": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 1751984, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 1752112, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.5700552451699491, + "FN": 1716, + "FP": 12059, + "IoU": 0.398655432837124, + "TN": 1729413, + "TP": 9132, + "n_pred": 21191, + "n_ref": 10848 + }, + "14": { + "Dice": 0.8576233722550575, + "FN": 506, + "FP": 5420, + "IoU": 0.7507360982586019, + "TN": 1728546, + "TP": 17848, + "n_pred": 23268, + "n_ref": 18354 + }, + "15": { + "Dice": 0.8587198184051369, + "FN": 2451, + "FP": 6636, + "IoU": 0.752418058469335, + "TN": 1715617, + "TP": 27616, + "n_pred": 34252, + "n_ref": 30067 + }, + "2": { + "Dice": 0.9119477247276799, + "FN": 4466, + "FP": 23212, + "IoU": 0.8381469764395609, + "TN": 1581313, + "TP": 143329, + "n_pred": 166541, + "n_ref": 147795 + }, + "3": { + "Dice": 0.9454654116240848, + "FN": 2982, + "FP": 10523, + "IoU": 0.8965712666477755, + "TN": 1621747, + "TP": 117068, + "n_pred": 127591, + "n_ref": 120050 + }, + "4": { + "Dice": 0.8018833755885548, + "FN": 759, + "FP": 335, + "IoU": 0.6692865779927448, + "TN": 1749012, + "TP": 2214, + "n_pred": 2549, + "n_ref": 2973 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650950006805568, + "FN": 6209, + "FP": 7639, + "IoU": 0.9325445343439313, + "TN": 1547029, + "TP": 191443, + "n_pred": 199082, + "n_ref": 197652 + }, + "7": { + "Dice": 0.8717642140844057, + "FN": 6879, + "FP": 21650, + "IoU": 0.7726791021585485, + "TN": 1626819, + "TP": 96972, + "n_pred": 118622, + "n_ref": 103851 + }, + "8": { + "Dice": 0.9223372781065089, + "FN": 38, + "FP": 172, + "IoU": 0.8558682223747426, + "TN": 1750863, + "TP": 1247, + "n_pred": 1419, + "n_ref": 1285 + }, + "9": { + "Dice": 0.8891157670454546, + "FN": 459, + "FP": 2039, + "IoU": 0.8003676176776153, + "TN": 1739807, + "TP": 10015, + "n_pred": 12054, + "n_ref": 10474 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8747723001301142, + "FN": 1694, + "FP": 2637, + "IoU": 0.7774180285743653, + "TN": 1908094, + "TP": 15127, + "n_pred": 17764, + "n_ref": 16821 + }, + "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": 0.6614240624832826, + "FN": 2818, + "FP": 9840, + "IoU": 0.4941251698505315, + "TN": 1902530, + "TP": 12364, + "n_pred": 22204, + "n_ref": 15182 + }, + "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": 0.8056848811565793, + "FN": 599, + "FP": 194, + "IoU": 0.6745999179318835, + "TN": 1925115, + "TP": 1644, + "n_pred": 1838, + "n_ref": 2243 + }, + "5": { + "Dice": 0.8198446298655925, + "FN": 2260, + "FP": 2123, + "IoU": 0.6946921147952075, + "TN": 1913196, + "TP": 9973, + "n_pred": 12096, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9133190963246038, + "FN": 5529, + "FP": 9895, + "IoU": 0.8404666845948574, + "TN": 1830870, + "TP": 81258, + "n_pred": 91153, + "n_ref": 86787 + }, + "7": { + "Dice": 0.9156122798908587, + "FN": 20345, + "FP": 7954, + "IoU": 0.8443587684658622, + "TN": 1745730, + "TP": 153523, + "n_pred": 161477, + "n_ref": 173868 + }, + "8": { + "Dice": 0.9468200564358584, + "FN": 931, + "FP": 1764, + "IoU": 0.8990107172300082, + "TN": 1900866, + "TP": 23991, + "n_pred": 25755, + "n_ref": 24922 + }, + "9": { + "Dice": 0.7662913681337428, + "FN": 80, + "FP": 605, + "IoU": 0.6211283185840708, + "TN": 1925744, + "TP": 1123, + "n_pred": 1728, + "n_ref": 1203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0367.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": 16, + "FP": 0, + "IoU": 0.0, + "TN": 2102768, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "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": 0.7430010999538729, + "FN": 2895, + "FP": 4348, + "IoU": 0.5910912888838706, + "TN": 2085071, + "TP": 10470, + "n_pred": 14818, + "n_ref": 13365 + }, + "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": 0.8891185469695984, + "FN": 5573, + "FP": 21679, + "IoU": 0.800372123005699, + "TN": 1966270, + "TP": 109262, + "n_pred": 130941, + "n_ref": 114835 + }, + "3": { + "Dice": 0.5915552408703467, + "FN": 2722, + "FP": 57272, + "IoU": 0.42000599387078374, + "TN": 1999345, + "TP": 43445, + "n_pred": 100717, + "n_ref": 46167 + }, + "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": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9571027443585908, + "FN": 4934, + "FP": 1345, + "IoU": 0.9177344548384561, + "TN": 2026458, + "TP": 70047, + "n_pred": 71392, + "n_ref": 74981 + }, + "7": { + "Dice": 0.9026558568632933, + "FN": 330, + "FP": 3152, + "IoU": 0.8225822888005707, + "TN": 2083158, + "TP": 16144, + "n_pred": 19296, + "n_ref": 16474 + }, + "8": { + "Dice": 0.9062103929024081, + "FN": 197, + "FP": 543, + "IoU": 0.828505214368482, + "TN": 2098469, + "TP": 3575, + "n_pred": 4118, + "n_ref": 3772 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797290985520785, + "FN": 176, + "FP": 258, + "IoU": 0.9602636879692364, + "TN": 1040470, + "TP": 10488, + "n_pred": 10746, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8402689191518704, + "FN": 743, + "FP": 3890, + "IoU": 0.7245377251917474, + "TN": 1034573, + "TP": 12186, + "n_pred": 16076, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1450, + "FP": 0, + "IoU": 0.0, + "TN": 1049942, + "TP": 0, + "n_pred": 0, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 1050782, + "TP": 0, + "n_pred": 610, + "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": 0.9757583614207933, + "FN": 40, + "FP": 334, + "IoU": 0.9526642197190229, + "TN": 1043491, + "TP": 7527, + "n_pred": 7861, + "n_ref": 7567 + }, + "3": { + "Dice": 0.9688930601178373, + "FN": 1045, + "FP": 1938, + "IoU": 0.9396630190740104, + "TN": 1001953, + "TP": 46456, + "n_pred": 48394, + "n_ref": 47501 + }, + "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": 0.958064547996088, + "FN": 3276, + "FP": 969, + "IoU": 0.9195047026699029, + "TN": 998656, + "TP": 48491, + "n_pred": 49460, + "n_ref": 51767 + }, + "7": { + "Dice": 0.7100608070757325, + "FN": 669, + "FP": 3527, + "IoU": 0.5504606813799015, + "TN": 1042058, + "TP": 5138, + "n_pred": 8665, + "n_ref": 5807 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6449478928752027, + "FN": 3180.94, + "FP": 8284.735555555557, + "IoU": 0.562291607182333, + "TN": 1787455.826666667, + "TP": 29332.364444444444, + "n_pred": 37617.09999999999, + "n_ref": 32513.304444444442 + }, + "mean": { + "1": { + "Dice": 0.8155016708210743, + "FN": 3605.3, + "FP": 2093.0666666666666, + "IoU": 0.7670321670316584, + "TN": 1766956.9333333333, + "TP": 55598.566666666666, + "n_pred": 57691.63333333333, + "n_ref": 59203.86666666667 + }, + "10": { + "Dice": 0.7062020312634735, + "FN": 4612.433333333333, + "FP": 3113.7, + "IoU": 0.5691858609387965, + "TN": 1809792.9, + "TP": 10734.833333333334, + "n_pred": 13848.533333333333, + "n_ref": 15347.266666666666 + }, + "11": { + "Dice": 0.23631402876714405, + "FN": 310.76666666666665, + "FP": 37.6, + "IoU": 0.16211351005949043, + "TN": 1827821.0, + "TP": 84.5, + "n_pred": 122.1, + "n_ref": 395.26666666666665 + }, + "12": { + "Dice": 0.23606587312243685, + "FN": 124.03333333333333, + "FP": 327.6, + "IoU": 0.16376899399454684, + "TN": 1827557.5333333334, + "TP": 244.7, + "n_pred": 572.3, + "n_ref": 368.73333333333335 + }, + "13": { + "Dice": 0.618479465497372, + "FN": 6045.8, + "FP": 3809.766666666667, + "IoU": 0.49148202062160307, + "TN": 1808371.2333333334, + "TP": 10027.066666666668, + "n_pred": 13836.833333333334, + "n_ref": 16072.866666666667 + }, + "14": { + "Dice": 0.6419506272461253, + "FN": 3807.6, + "FP": 20871.1, + "IoU": 0.5945212942727187, + "TN": 1768964.1666666667, + "TP": 34611.0, + "n_pred": 55482.1, + "n_ref": 38418.6 + }, + "15": { + "Dice": 0.5585113327940237, + "FN": 2854.4666666666667, + "FP": 11739.666666666666, + "IoU": 0.4791092880932154, + "TN": 1798589.7666666666, + "TP": 15069.966666666667, + "n_pred": 26809.633333333335, + "n_ref": 17924.433333333334 + }, + "2": { + "Dice": 0.7304170415924771, + "FN": 3942.866666666667, + "FP": 1003.6666666666666, + "IoU": 0.6600271240117639, + "TN": 1801715.1333333333, + "TP": 21592.2, + "n_pred": 22595.866666666665, + "n_ref": 25535.066666666666 + }, + "3": { + "Dice": 0.8124440782421931, + "FN": 927.7, + "FP": 4367.533333333334, + "IoU": 0.7460396503256213, + "TN": 1793093.3666666667, + "TP": 29865.266666666666, + "n_pred": 34232.8, + "n_ref": 30792.966666666667 + }, + "4": { + "Dice": 0.6691421992946339, + "FN": 1059.9, + "FP": 1557.6666666666667, + "IoU": 0.5734430475234578, + "TN": 1818424.7, + "TP": 7211.6, + "n_pred": 8769.266666666666, + "n_ref": 8271.5 + }, + "5": { + "Dice": 0.559895132551711, + "FN": 1002.8333333333334, + "FP": 318.0, + "IoU": 0.44120499938745333, + "TN": 1825616.1666666667, + "TP": 1316.8666666666666, + "n_pred": 1634.8666666666666, + "n_ref": 2319.7 + }, + "6": { + "Dice": 0.8966329103173046, + "FN": 7000.8, + "FP": 49874.933333333334, + "IoU": 0.8385971172318275, + "TN": 1639700.4333333333, + "TP": 131677.7, + "n_pred": 181552.63333333333, + "n_ref": 138678.5 + }, + "7": { + "Dice": 0.7954761554849201, + "FN": 10546.266666666666, + "FP": 22217.8, + "IoU": 0.7088791444302627, + "TN": 1692206.8333333333, + "TP": 103282.96666666666, + "n_pred": 125500.76666666666, + "n_ref": 113829.23333333334 + }, + "8": { + "Dice": 0.7021432476319183, + "FN": 686.7666666666667, + "FP": 1554.3, + "IoU": 0.6377986968095065, + "TN": 1815940.5, + "TP": 10072.3, + "n_pred": 11626.6, + "n_ref": 10759.066666666668 + }, + "9": { + "Dice": 0.6950425985012351, + "FN": 1186.5666666666666, + "FP": 1384.6333333333334, + "IoU": 0.6011711930030711, + "TN": 1817086.7333333334, + "TP": 8595.933333333332, + "n_pred": 9980.566666666668, + "n_ref": 9782.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9807714533848912, + "FN": 4937, + "FP": 886, + "IoU": 0.9622684300219664, + "TN": 1422761, + "TP": 148504, + "n_pred": 149390, + "n_ref": 153441 + }, + "10": { + "Dice": 0.33980582524271846, + "FN": 93, + "FP": 179, + "IoU": 0.2046783625730994, + "TN": 1576746, + "TP": 70, + "n_pred": 249, + "n_ref": 163 + }, + "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": 0.9143135345666992, + "FN": 48, + "FP": 128, + "IoU": 0.842152466367713, + "TN": 1575973, + "TP": 939, + "n_pred": 1067, + "n_ref": 987 + }, + "3": { + "Dice": 0.874356846473029, + "FN": 468, + "FP": 289, + "IoU": 0.7767620171040991, + "TN": 1573697, + "TP": 2634, + "n_pred": 2923, + "n_ref": 3102 + }, + "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": 0.9748599544324503, + "FN": 5425, + "FP": 2321, + "IoU": 0.950952953840309, + "TN": 1419158, + "TP": 150184, + "n_pred": 152505, + "n_ref": 155609 + }, + "7": { + "Dice": 0.5625, + "FN": 13, + "FP": 1, + "IoU": 0.391304347826087, + "TN": 1577065, + "TP": 9, + "n_pred": 10, + "n_ref": 22 + }, + "8": { + "Dice": 0.0, + "FN": 2323, + "FP": 0, + "IoU": 0.0, + "TN": 1574765, + "TP": 0, + "n_pred": 0, + "n_ref": 2323 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.8747318009397151, + "FN": 1444, + "FP": 12393, + "IoU": 0.7773540580549656, + "TN": 814012, + "TP": 48311, + "n_pred": 60704, + "n_ref": 49755 + }, + "15": { + "Dice": 0.8879546633083932, + "FN": 16975, + "FP": 1175, + "IoU": 0.7984878260000666, + "TN": 786091, + "TP": 71919, + "n_pred": 73094, + "n_ref": 88894 + }, + "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": 25, + "IoU": 0.0, + "TN": 876135, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "5": { + "Dice": 0.8546453546453546, + "FN": 242, + "FP": 340, + "IoU": 0.7461840383776712, + "TN": 873867, + "TP": 1711, + "n_pred": 2051, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9336435625767667, + "FN": 8535, + "FP": 4755, + "IoU": 0.8755454834903452, + "TN": 769374, + "TP": 93496, + "n_pred": 98251, + "n_ref": 102031 + }, + "7": { + "Dice": 0.9524154870314242, + "FN": 3401, + "FP": 3554, + "IoU": 0.9091538441443089, + "TN": 799602, + "TP": 69603, + "n_pred": 73157, + "n_ref": 73004 + }, + "8": { + "Dice": 0.8768194655659353, + "FN": 149, + "FP": 418, + "IoU": 0.7806576402321083, + "TN": 873575, + "TP": 2018, + "n_pred": 2436, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8344071687773087, + "FN": 4683, + "FP": 4261, + "IoU": 0.7158650486053751, + "TN": 844682, + "TP": 22534, + "n_pred": 26795, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 28, + "FP": 189, + "IoU": 0.0, + "TN": 1401639, + "TP": 0, + "n_pred": 189, + "n_ref": 28 + }, + "10": { + "Dice": 0.7845489066387324, + "FN": 13174, + "FP": 3280, + "IoU": 0.645479617340343, + "TN": 1355444, + "TP": 29958, + "n_pred": 33238, + "n_ref": 43132 + }, + "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": 0.718816579508038, + "FN": 5595, + "FP": 6019, + "IoU": 0.5610567292792622, + "TN": 1375397, + "TP": 14845, + "n_pred": 20864, + "n_ref": 20440 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 60294, + "IoU": 0.0, + "TN": 1341496, + "TP": 0, + "n_pred": 60294, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 42817, + "IoU": 0.0, + "TN": 1359039, + "TP": 0, + "n_pred": 42817, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9504680335013453, + "FN": 835, + "FP": 472, + "IoU": 0.9056113237524374, + "TN": 1388009, + "TP": 12540, + "n_pred": 13012, + "n_ref": 13375 + }, + "4": { + "Dice": 0.5694098088113051, + "FN": 225, + "FP": 811, + "IoU": 0.3980244044160372, + "TN": 1400135, + "TP": 685, + "n_pred": 1496, + "n_ref": 910 + }, + "5": { + "Dice": 0.7150678409902405, + "FN": 1067, + "FP": 130, + "IoU": 0.5565024082993701, + "TN": 1399157, + "TP": 1502, + "n_pred": 1632, + "n_ref": 2569 + }, + "6": { + "Dice": 0.8928010415634774, + "FN": 4542, + "FP": 3033, + "IoU": 0.806360080779161, + "TN": 1362737, + "TP": 31544, + "n_pred": 34577, + "n_ref": 36086 + }, + "7": { + "Dice": 0.7280841538583759, + "FN": 7540, + "FP": 50647, + "IoU": 0.5724310740109341, + "TN": 1265768, + "TP": 77901, + "n_pred": 128548, + "n_ref": 85441 + }, + "8": { + "Dice": 0.6810035842293907, + "FN": 89, + "FP": 0, + "IoU": 0.5163043478260869, + "TN": 1401672, + "TP": 95, + "n_pred": 95, + "n_ref": 184 + }, + "9": { + "Dice": 0.8756089326194955, + "FN": 259, + "FP": 2320, + "IoU": 0.7787405628002745, + "TN": 1390200, + "TP": 9077, + "n_pred": 11397, + "n_ref": 9336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9314472866903835, + "FN": 235, + "FP": 4621, + "IoU": 0.8716905353273794, + "TN": 1013546, + "TP": 32990, + "n_pred": 37611, + "n_ref": 33225 + }, + "10": { + "Dice": 0.4161834475487612, + "FN": 3553, + "FP": 877, + "IoU": 0.26277250790480944, + "TN": 1045383, + "TP": 1579, + "n_pred": 2456, + "n_ref": 5132 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 338, + "IoU": 0.0, + "TN": 1051054, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 1051206, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "13": { + "Dice": 0.6341306937952524, + "FN": 5365, + "FP": 2619, + "IoU": 0.4642689391397705, + "TN": 1036489, + "TP": 6919, + "n_pred": 9538, + "n_ref": 12284 + }, + "14": { + "Dice": 0.9254002580551366, + "FN": 989, + "FP": 3116, + "IoU": 0.861158086991815, + "TN": 1021826, + "TP": 25461, + "n_pred": 28577, + "n_ref": 26450 + }, + "15": { + "Dice": 0.7898184612429161, + "FN": 8657, + "FP": 2284, + "IoU": 0.6526446123563401, + "TN": 1019894, + "TP": 20557, + "n_pred": 22841, + "n_ref": 29214 + }, + "2": { + "Dice": 0.9389916955469823, + "FN": 3607, + "FP": 5723, + "IoU": 0.8849993837051645, + "TN": 970262, + "TP": 71800, + "n_pred": 77523, + "n_ref": 75407 + }, + "3": { + "Dice": 0.8846996178125134, + "FN": 171, + "FP": 2514, + "IoU": 0.7932388726320653, + "TN": 1038406, + "TP": 10301, + "n_pred": 12815, + "n_ref": 10472 + }, + "4": { + "Dice": 0.8354394434189976, + "FN": 950, + "FP": 209, + "IoU": 0.7173860034138015, + "TN": 1047291, + "TP": 2942, + "n_pred": 3151, + "n_ref": 3892 + }, + "5": { + "Dice": 0.632112676056338, + "FN": 521, + "FP": 132, + "IoU": 0.46210873146622733, + "TN": 1050178, + "TP": 561, + "n_pred": 693, + "n_ref": 1082 + }, + "6": { + "Dice": 0.8955614362181993, + "FN": 10932, + "FP": 2960, + "IoU": 0.8108748332289596, + "TN": 977938, + "TP": 59562, + "n_pred": 62522, + "n_ref": 70494 + }, + "7": { + "Dice": 0.8639916869376284, + "FN": 6520, + "FP": 4998, + "IoU": 0.7605504968608374, + "TN": 1003290, + "TP": 36584, + "n_pred": 41582, + "n_ref": 43104 + }, + "8": { + "Dice": 0.8087248322147651, + "FN": 130, + "FP": 98, + "IoU": 0.6788732394366197, + "TN": 1050682, + "TP": 482, + "n_pred": 580, + "n_ref": 612 + }, + "9": { + "Dice": 0.4338235294117647, + "FN": 325, + "FP": 137, + "IoU": 0.27699530516431925, + "TN": 1050753, + "TP": 177, + "n_pred": 314, + "n_ref": 502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496555167249127, + "FN": 677, + "FP": 1844, + "IoU": 0.9041371967449996, + "TN": 1200326, + "TP": 23777, + "n_pred": 25621, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7879964893279304, + "FN": 6613, + "FP": 4740, + "IoU": 0.6501602366572168, + "TN": 1194172, + "TP": 21099, + "n_pred": 25839, + "n_ref": 27712 + }, + "11": { + "Dice": 0.6352201257861635, + "FN": 232, + "FP": 0, + "IoU": 0.46543778801843316, + "TN": 1226190, + "TP": 202, + "n_pred": 202, + "n_ref": 434 + }, + "12": { + "Dice": 0.6867678958785249, + "FN": 940, + "FP": 504, + "IoU": 0.5229600264288073, + "TN": 1223597, + "TP": 1583, + "n_pred": 2087, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7137877148695757, + "FN": 861, + "FP": 3901, + "IoU": 0.5549532710280374, + "TN": 1215924, + "TP": 5938, + "n_pred": 9839, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9850470141091013, + "FN": 2395, + "FP": 2212, + "IoU": 0.9705346235761386, + "TN": 1070271, + "TP": 151746, + "n_pred": 153958, + "n_ref": 154141 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9029017857142857, + "FN": 55, + "FP": 119, + "IoU": 0.8229908443540183, + "TN": 1225641, + "TP": 809, + "n_pred": 928, + "n_ref": 864 + }, + "3": { + "Dice": 0.9228111842815503, + "FN": 54, + "FP": 661, + "IoU": 0.8566847063539788, + "TN": 1221635, + "TP": 4274, + "n_pred": 4935, + "n_ref": 4328 + }, + "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": 0.9853355909855441, + "FN": 2574, + "FP": 2631, + "IoU": 0.9710950558939986, + "TN": 1046551, + "TP": 174868, + "n_pred": 177499, + "n_ref": 177442 + }, + "7": { + "Dice": 0.9788932015451455, + "FN": 4059, + "FP": 5055, + "IoU": 0.9586589796742251, + "TN": 1006165, + "TP": 211345, + "n_pred": 216400, + "n_ref": 215404 + }, + "8": { + "Dice": 0.9551226551226552, + "FN": 691, + "FP": 553, + "IoU": 0.9141002623946969, + "TN": 1212142, + "TP": 13238, + "n_pred": 13791, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8891697711548696, + "FN": 656, + "FP": 2676, + "IoU": 0.8004551443286622, + "TN": 1209926, + "TP": 13366, + "n_pred": 16042, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7861882751361494, + "FN": 2647, + "FP": 6697, + "IoU": 0.6477019944953437, + "TN": 1200101, + "TP": 17179, + "n_pred": 23876, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.7458264754291088, + "FN": 343, + "FP": 738, + "IoU": 0.5946756655418073, + "TN": 1223957, + "TP": 1586, + "n_pred": 2324, + "n_ref": 1929 + }, + "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": 0.8762638420799229, + "FN": 607, + "FP": 2991, + "IoU": 0.779777206512425, + "TN": 1210286, + "TP": 12740, + "n_pred": 15731, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735218083620196, + "FN": 6357, + "FP": 3404, + "IoU": 0.9484096362617731, + "TN": 1037422, + "TP": 179441, + "n_pred": 182845, + "n_ref": 185798 + }, + "7": { + "Dice": 0.9132514598886999, + "FN": 4308, + "FP": 3907, + "IoU": 0.8403521386788969, + "TN": 1175167, + "TP": 43242, + "n_pred": 47149, + "n_ref": 47550 + }, + "8": { + "Dice": 0.5016949152542373, + "FN": 143, + "FP": 4, + "IoU": 0.334841628959276, + "TN": 1226403, + "TP": 74, + "n_pred": 78, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6411889596602972, + "FN": 105, + "FP": 64, + "IoU": 0.471875, + "TN": 1226304, + "TP": 151, + "n_pred": 215, + "n_ref": 256 + }, + "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": 0.06630552546045504, + "FN": 4264, + "FP": 45, + "IoU": 0.03428955625280143, + "TN": 1222162, + "TP": 153, + "n_pred": 198, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9837963275273547, + "FN": 1962, + "FP": 2842, + "IoU": 0.9681093998937865, + "TN": 1075984, + "TP": 145836, + "n_pred": 148678, + "n_ref": 147798 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 1226328, + "TP": 0, + "n_pred": 296, + "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": 0.866620504608993, + "FN": 826, + "FP": 5338, + "IoU": 0.7646340066440108, + "TN": 1200435, + "TP": 20025, + "n_pred": 25363, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8126482213438735, + "FN": 294, + "FP": 2076, + "IoU": 0.6844207723035952, + "TN": 1219114, + "TP": 5140, + "n_pred": 7216, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9481932727073518, + "FN": 8926, + "FP": 2895, + "IoU": 0.9014900248337472, + "TN": 1106626, + "TP": 108177, + "n_pred": 111072, + "n_ref": 117103 + }, + "7": { + "Dice": 0.869720870392124, + "FN": 2307, + "FP": 9338, + "IoU": 0.7694744135405325, + "TN": 1176109, + "TP": 38870, + "n_pred": 48208, + "n_ref": 41177 + }, + "8": { + "Dice": 0.9550203174870995, + "FN": 1725, + "FP": 1474, + "IoU": 0.9139128094725512, + "TN": 1189464, + "TP": 33961, + "n_pred": 35435, + "n_ref": 35686 + }, + "9": { + "Dice": 0.3928923988153998, + "FN": 186, + "FP": 429, + "IoU": 0.24447174447174447, + "TN": 1225810, + "TP": 199, + "n_pred": 628, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9285589722722781, + "FN": 422, + "FP": 3265, + "IoU": 0.8666449652777778, + "TN": 4002688, + "TP": 23961, + "n_pred": 27226, + "n_ref": 24383 + }, + "10": { + "Dice": 0.6361870272921029, + "FN": 1585, + "FP": 17704, + "IoU": 0.4664767383968579, + "TN": 3994182, + "TP": 16865, + "n_pred": 34569, + "n_ref": 18450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5053140096618357, + "FN": 147, + "FP": 877, + "IoU": 0.3380736910148675, + "TN": 4028789, + "TP": 523, + "n_pred": 1400, + "n_ref": 670 + }, + "13": { + "Dice": 0.722428118835555, + "FN": 11949, + "FP": 6625, + "IoU": 0.5654696455725816, + "TN": 3987591, + "TP": 24171, + "n_pred": 30796, + "n_ref": 36120 + }, + "14": { + "Dice": 0.012196159024874212, + "FN": 2951, + "FP": 275827, + "IoU": 0.006135494244186254, + "TN": 3749837, + "TP": 1721, + "n_pred": 277548, + "n_ref": 4672 + }, + "15": { + "Dice": 0.8482509227857825, + "FN": 403, + "FP": 15795, + "IoU": 0.7364893443956402, + "TN": 3968866, + "TP": 45272, + "n_pred": 61067, + "n_ref": 45675 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9853733869889967, + "FN": 603, + "FP": 1367, + "IoU": 0.971168481442454, + "TN": 3962008, + "TP": 66358, + "n_pred": 67725, + "n_ref": 66961 + }, + "4": { + "Dice": 0.7156147850138295, + "FN": 692, + "FP": 2701, + "IoU": 0.5571652310101801, + "TN": 4022674, + "TP": 4269, + "n_pred": 6970, + "n_ref": 4961 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 4030238, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "6": { + "Dice": 0.4500268867993082, + "FN": 2887, + "FP": 72797, + "IoU": 0.29034496338456056, + "TN": 3923687, + "TP": 30965, + "n_pred": 103762, + "n_ref": 33852 + }, + "7": { + "Dice": 0.8885988379140907, + "FN": 27388, + "FP": 39697, + "IoU": 0.7995302400497252, + "TN": 3695697, + "TP": 267554, + "n_pred": 307251, + "n_ref": 294942 + }, + "8": { + "Dice": 0.9595221760361596, + "FN": 114, + "FP": 889, + "IoU": 0.9221937786052284, + "TN": 4017445, + "TP": 11888, + "n_pred": 12777, + "n_ref": 12002 + }, + "9": { + "Dice": 0.8514721690569204, + "FN": 161, + "FP": 5504, + "IoU": 0.7413596311007624, + "TN": 4008433, + "TP": 16238, + "n_pred": 21742, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366341007560954, + "FN": 18559, + "FP": 88, + "IoU": 0.8808201404822927, + "TN": 1245395, + "TP": 137814, + "n_pred": 137902, + "n_ref": 156373 + }, + "10": { + "Dice": 0.8622046641248258, + "FN": 5660, + "FP": 3339, + "IoU": 0.7577853739940247, + "TN": 1364703, + "TP": 28154, + "n_pred": 31493, + "n_ref": 33814 + }, + "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": 0.8575064181270231, + "FN": 4925, + "FP": 1458, + "IoU": 0.7505568799093361, + "TN": 1376267, + "TP": 19206, + "n_pred": 20664, + "n_ref": 24131 + }, + "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": 0.880262765004479, + "FN": 369, + "FP": 32, + "IoU": 0.7861333333333334, + "TN": 1399981, + "TP": 1474, + "n_pred": 1506, + "n_ref": 1843 + }, + "3": { + "Dice": 0.7688984881209503, + "FN": 23, + "FP": 84, + "IoU": 0.624561403508772, + "TN": 1401571, + "TP": 178, + "n_pred": 262, + "n_ref": 201 + }, + "4": { + "Dice": 0.8350574284934633, + "FN": 221, + "FP": 6428, + "IoU": 0.7168228279386712, + "TN": 1378376, + "TP": 16831, + "n_pred": 23259, + "n_ref": 17052 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9550613182995795, + "FN": 20134, + "FP": 18287, + "IoU": 0.9139879066831135, + "TN": 955163, + "TP": 408272, + "n_pred": 426559, + "n_ref": 428406 + }, + "7": { + "Dice": 0.939185374701212, + "FN": 3591, + "FP": 1472, + "IoU": 0.8853435391095611, + "TN": 1357698, + "TP": 39095, + "n_pred": 40567, + "n_ref": 42686 + }, + "8": { + "Dice": 0.9390108671545797, + "FN": 161, + "FP": 114, + "IoU": 0.8850334448160535, + "TN": 1399464, + "TP": 2117, + "n_pred": 2231, + "n_ref": 2278 + }, + "9": { + "Dice": 0.947932504174871, + "FN": 1506, + "FP": 583, + "IoU": 0.9010187159440891, + "TN": 1380751, + "TP": 19016, + "n_pred": 19599, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9419114673844264, + "FN": 8431, + "FP": 10388, + "IoU": 0.890200997695382, + "TN": 1055229, + "TP": 152576, + "n_pred": 162964, + "n_ref": 161007 + }, + "10": { + "Dice": 0.49048968029138, + "FN": 4630, + "FP": 6701, + "IoU": 0.3249329758713137, + "TN": 1209839, + "TP": 5454, + "n_pred": 12155, + "n_ref": 10084 + }, + "11": { + "Dice": 0.6208803871859876, + "FN": 1254, + "FP": 391, + "IoU": 0.4502005347593583, + "TN": 1223632, + "TP": 1347, + "n_pred": 1738, + "n_ref": 2601 + }, + "12": { + "Dice": 0.4914933837429111, + "FN": 953, + "FP": 4427, + "IoU": 0.3258145363408521, + "TN": 1218644, + "TP": 2600, + "n_pred": 7027, + "n_ref": 3553 + }, + "13": { + "Dice": 0.7845347659518253, + "FN": 1442, + "FP": 3451, + "IoU": 0.6454604738787044, + "TN": 1212823, + "TP": 8908, + "n_pred": 12359, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9498797672490911, + "FN": 1432, + "FP": 4675, + "IoU": 0.904543820435469, + "TN": 1162647, + "TP": 57870, + "n_pred": 62545, + "n_ref": 59302 + }, + "15": { + "Dice": 0.43469770792651713, + "FN": 3266, + "FP": 56370, + "IoU": 0.27770847211288074, + "TN": 1144059, + "TP": 22929, + "n_pred": 79299, + "n_ref": 26195 + }, + "2": { + "Dice": 0.9185132237312366, + "FN": 156, + "FP": 72, + "IoU": 0.8493060145406477, + "TN": 1225111, + "TP": 1285, + "n_pred": 1357, + "n_ref": 1441 + }, + "3": { + "Dice": 0.8929328439228662, + "FN": 316, + "FP": 3826, + "IoU": 0.8065751377603437, + "TN": 1205210, + "TP": 17272, + "n_pred": 21098, + "n_ref": 17588 + }, + "4": { + "Dice": 0.7983182236237025, + "FN": 164, + "FP": 5976, + "IoU": 0.6643341351410452, + "TN": 1208332, + "TP": 12152, + "n_pred": 18128, + "n_ref": 12316 + }, + "5": { + "Dice": 0.24561403508771928, + "FN": 43, + "FP": 0, + "IoU": 0.14, + "TN": 1226574, + "TP": 7, + "n_pred": 7, + "n_ref": 50 + }, + "6": { + "Dice": 0.9556229825125399, + "FN": 6738, + "FP": 3339, + "IoU": 0.9150172461775893, + "TN": 1108047, + "TP": 108500, + "n_pred": 111839, + "n_ref": 115238 + }, + "7": { + "Dice": 0.776699590948053, + "FN": 42871, + "FP": 18870, + "IoU": 0.6349213857861717, + "TN": 1057507, + "TP": 107376, + "n_pred": 126246, + "n_ref": 150247 + }, + "8": { + "Dice": 0.9441348023331173, + "FN": 580, + "FP": 1575, + "IoU": 0.8941811932236681, + "TN": 1206259, + "TP": 18210, + "n_pred": 19785, + "n_ref": 18790 + }, + "9": { + "Dice": 0.8764465998016092, + "FN": 384, + "FP": 737, + "IoU": 0.7800667059054346, + "TN": 1221527, + "TP": 3976, + "n_pred": 4713, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.856727802613944, + "FN": 31856, + "FP": 0, + "IoU": 0.7493646784840402, + "TN": 749059, + "TP": 95245, + "n_pred": 95245, + "n_ref": 127101 + }, + "10": { + "Dice": 0.9288025889967637, + "FN": 146, + "FP": 30, + "IoU": 0.8670694864048338, + "TN": 874836, + "TP": 1148, + "n_pred": 1178, + "n_ref": 1294 + }, + "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": 0.9162162162162162, + "FN": 364, + "FP": 256, + "IoU": 0.8453865336658354, + "TN": 872150, + "TP": 3390, + "n_pred": 3646, + "n_ref": 3754 + }, + "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": 0.45714285714285713, + "FN": 0, + "FP": 38, + "IoU": 0.2962962962962963, + "TN": 876106, + "TP": 16, + "n_pred": 54, + "n_ref": 16 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9568826663362656, + "FN": 235, + "FP": 461, + "IoU": 0.9173298491507305, + "TN": 867741, + "TP": 7723, + "n_pred": 8184, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9033734608870784, + "FN": 5283, + "FP": 34826, + "IoU": 0.8237749394774189, + "TN": 648559, + "TP": 187492, + "n_pred": 222318, + "n_ref": 192775 + }, + "7": { + "Dice": 0.933743446347431, + "FN": 626, + "FP": 4113, + "IoU": 0.8757211790622049, + "TN": 838028, + "TP": 33393, + "n_pred": 37506, + "n_ref": 34019 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9578549562640354, + "FN": 1609, + "FP": 13067, + "IoU": 0.9191186601341409, + "TN": 2797493, + "TP": 166775, + "n_pred": 179842, + "n_ref": 168384 + }, + "10": { + "Dice": 0.7574197922766357, + "FN": 4933, + "FP": 2938, + "IoU": 0.6095540453395506, + "TN": 2958785, + "TP": 12288, + "n_pred": 15226, + "n_ref": 17221 + }, + "11": { + "Dice": 0.33823953823953823, + "FN": 2257, + "FP": 36, + "IoU": 0.20354289683918028, + "TN": 2976065, + "TP": 586, + "n_pred": 622, + "n_ref": 2843 + }, + "12": { + "Dice": 0.4265492293173954, + "FN": 452, + "FP": 1371, + "IoU": 0.2710915633746501, + "TN": 2976443, + "TP": 678, + "n_pred": 2049, + "n_ref": 1130 + }, + "13": { + "Dice": 0.4548288715689597, + "FN": 8507, + "FP": 7581, + "IoU": 0.29435501557085836, + "TN": 2956145, + "TP": 6711, + "n_pred": 14292, + "n_ref": 15218 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 37286, + "IoU": 0.0, + "TN": 2941658, + "TP": 0, + "n_pred": 37286, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3255, + "IoU": 0.0, + "TN": 2975689, + "TP": 0, + "n_pred": 3255, + "n_ref": 0 + }, + "2": { + "Dice": 0.95792212893406, + "FN": 310, + "FP": 547, + "IoU": 0.9192423671315492, + "TN": 2968332, + "TP": 9755, + "n_pred": 10302, + "n_ref": 10065 + }, + "3": { + "Dice": 0.9683310488871484, + "FN": 667, + "FP": 4185, + "IoU": 0.9386063696524148, + "TN": 2899913, + "TP": 74179, + "n_pred": 78364, + "n_ref": 74846 + }, + "4": { + "Dice": 0.8267373533282666, + "FN": 8503, + "FP": 844, + "IoU": 0.7046481499036243, + "TN": 2947297, + "TP": 22300, + "n_pred": 23144, + "n_ref": 30803 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9390647574111666, + "FN": 28198, + "FP": 5122, + "IoU": 0.8851291951803906, + "TN": 2688879, + "TP": 256745, + "n_pred": 261867, + "n_ref": 284943 + }, + "7": { + "Dice": 0.6730075646219481, + "FN": 5347, + "FP": 85861, + "IoU": 0.5071675969503266, + "TN": 2793875, + "TP": 93861, + "n_pred": 179722, + "n_ref": 99208 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1825, + "IoU": 0.0, + "TN": 2977119, + "TP": 0, + "n_pred": 1825, + "n_ref": 0 + }, + "9": { + "Dice": 0.9540367004666503, + "FN": 746, + "FP": 1874, + "IoU": 0.9121129784307805, + "TN": 2949133, + "TP": 27191, + "n_pred": 29065, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.98712384713776, + "FN": 1233, + "FP": 1636, + "IoU": 0.9745750695662962, + "TN": 1814710, + "TP": 109973, + "n_pred": 111609, + "n_ref": 111206 + }, + "10": { + "Dice": 0.8124771313574827, + "FN": 5006, + "FP": 3194, + "IoU": 0.6841780927437991, + "TN": 1901588, + "TP": 17764, + "n_pred": 20958, + "n_ref": 22770 + }, + "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": 0.7167982375619607, + "FN": 3262, + "FP": 4451, + "IoU": 0.5586013505780016, + "TN": 1910078, + "TP": 9761, + "n_pred": 14212, + "n_ref": 13023 + }, + "14": { + "Dice": 0.8497215303722153, + "FN": 11407, + "FP": 23347, + "IoU": 0.7387094106413852, + "TN": 1794543, + "TP": 98255, + "n_pred": 121602, + "n_ref": 109662 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 36901, + "IoU": 0.0, + "TN": 1890651, + "TP": 0, + "n_pred": 36901, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 1927389, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "3": { + "Dice": 0.9733128822908154, + "FN": 2753, + "FP": 4398, + "IoU": 0.9480131439289298, + "TN": 1789998, + "TP": 130403, + "n_pred": 134801, + "n_ref": 133156 + }, + "4": { + "Dice": 0.8105200239091452, + "FN": 890, + "FP": 1012, + "IoU": 0.6814070351758794, + "TN": 1921582, + "TP": 4068, + "n_pred": 5080, + "n_ref": 4958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9620801942233954, + "FN": 7997, + "FP": 3811, + "IoU": 0.9269311452280617, + "TN": 1765951, + "TP": 149793, + "n_pred": 153604, + "n_ref": 157790 + }, + "7": { + "Dice": 0.815137548273817, + "FN": 4426, + "FP": 35161, + "IoU": 0.687959642139282, + "TN": 1800687, + "TP": 87278, + "n_pred": 122439, + "n_ref": 91704 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8591549295774648, + "FN": 16, + "FP": 4, + "IoU": 0.7530864197530864, + "TN": 1927471, + "TP": 61, + "n_pred": 65, + "n_ref": 77 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7815058917515478, + "FN": 1203, + "FP": 3173, + "IoU": 0.6413702671693166, + "TN": 1564886, + "TP": 7826, + "n_pred": 10999, + "n_ref": 9029 + }, + "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": 0.7644778337986863, + "FN": 7749, + "FP": 3976, + "IoU": 0.61874878064642, + "TN": 1546334, + "TP": 19029, + "n_pred": 23005, + "n_ref": 26778 + }, + "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": 0.9479008133744695, + "FN": 8741, + "FP": 2590, + "IoU": 0.9009614544183201, + "TN": 1462678, + "TP": 103079, + "n_pred": 105669, + "n_ref": 111820 + }, + "3": { + "Dice": 0.9027140211001047, + "FN": 835, + "FP": 3997, + "IoU": 0.8226788990825689, + "TN": 1549838, + "TP": 22418, + "n_pred": 26415, + "n_ref": 23253 + }, + "4": { + "Dice": 0.9228295445276907, + "FN": 5451, + "FP": 1172, + "IoU": 0.856716353330593, + "TN": 1530865, + "TP": 39600, + "n_pred": 40772, + "n_ref": 45051 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9358758215170929, + "FN": 6943, + "FP": 14737, + "IoU": 0.8794798957123083, + "TN": 1397201, + "TP": 158207, + "n_pred": 172944, + "n_ref": 165150 + }, + "7": { + "Dice": 0.0019759119738757287, + "FN": 5, + "FP": 132330, + "IoU": 0.0009889330092250088, + "TN": 1444622, + "TP": 131, + "n_pred": 132461, + "n_ref": 136 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1576994, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "9": { + "Dice": 0.8794122344673375, + "FN": 1234, + "FP": 1031, + "IoU": 0.7847776510832383, + "TN": 1566564, + "TP": 8259, + "n_pred": 9290, + "n_ref": 9493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 1049707, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.4042917554957537, + "FN": 11010, + "FP": 6035, + "IoU": 0.2533619519032809, + "TN": 1028563, + "TP": 5784, + "n_pred": 11819, + "n_ref": 16794 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1051289, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "12": { + "Dice": 0.29194630872483224, + "FN": 380, + "FP": 42, + "IoU": 0.17092337917485265, + "TN": 1050883, + "TP": 87, + "n_pred": 129, + "n_ref": 467 + }, + "13": { + "Dice": 0.47061340941512125, + "FN": 5671, + "FP": 9173, + "IoU": 0.30771383266486335, + "TN": 1029950, + "TP": 6598, + "n_pred": 15771, + "n_ref": 12269 + }, + "14": { + "Dice": 0.06709656354583299, + "FN": 45716, + "FP": 0, + "IoU": 0.03471283783783784, + "TN": 1004032, + "TP": 1644, + "n_pred": 1644, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7949894142554693, + "FN": 133, + "FP": 1029, + "IoU": 0.6597364568081991, + "TN": 1047977, + "TP": 2253, + "n_pred": 3282, + "n_ref": 2386 + }, + "3": { + "Dice": 0.7120221255509781, + "FN": 2576, + "FP": 17416, + "IoU": 0.5528217057731452, + "TN": 1006685, + "TP": 24715, + "n_pred": 42131, + "n_ref": 27291 + }, + "4": { + "Dice": 0.8198705906908788, + "FN": 4612, + "FP": 2292, + "IoU": 0.6947293951185002, + "TN": 1028776, + "TP": 15712, + "n_pred": 18004, + "n_ref": 20324 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8281963288108539, + "FN": 4703, + "FP": 38351, + "IoU": 0.7067705530999067, + "TN": 904565, + "TP": 103773, + "n_pred": 142124, + "n_ref": 108476 + }, + "7": { + "Dice": 0.0, + "FN": 3, + "FP": 3858, + "IoU": 0.0, + "TN": 1047531, + "TP": 0, + "n_pred": 3858, + "n_ref": 3 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7465144362718191, + "FN": 1946, + "FP": 363, + "IoU": 0.5955508845682256, + "TN": 1045683, + "TP": 3400, + "n_pred": 3763, + "n_ref": 5346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752498078401229, + "FN": 1606, + "FP": 3063, + "IoU": 0.9516951695169517, + "TN": 1655663, + "TP": 91988, + "n_pred": 95051, + "n_ref": 93594 + }, + "10": { + "Dice": 0.39360327854247407, + "FN": 5376, + "FP": 8237, + "IoU": 0.24502246131662136, + "TN": 1734289, + "TP": 4418, + "n_pred": 12655, + "n_ref": 9794 + }, + "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": 0.6494649666549077, + "FN": 16323, + "FP": 4544, + "IoU": 0.4808945718692472, + "TN": 1712122, + "TP": 19331, + "n_pred": 23875, + "n_ref": 35654 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 4072, + "IoU": 0.0, + "TN": 1748245, + "TP": 0, + "n_pred": 4072, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1752269, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "2": { + "Dice": 0.9510752314009325, + "FN": 6787, + "FP": 946, + "IoU": 0.9067144373673036, + "TN": 1669424, + "TP": 75163, + "n_pred": 76109, + "n_ref": 81950 + }, + "3": { + "Dice": 0.9730068362165608, + "FN": 1188, + "FP": 1268, + "IoU": 0.9474326320070204, + "TN": 1705599, + "TP": 44265, + "n_pred": 45533, + "n_ref": 45453 + }, + "4": { + "Dice": 0.8126691390197455, + "FN": 2848, + "FP": 890, + "IoU": 0.6844504474084079, + "TN": 1740474, + "TP": 8108, + "n_pred": 8998, + "n_ref": 10956 + }, + "5": { + "Dice": 0.7287084038353074, + "FN": 424, + "FP": 57, + "IoU": 0.5732031943212067, + "TN": 1751193, + "TP": 646, + "n_pred": 703, + "n_ref": 1070 + }, + "6": { + "Dice": 0.9546535585287684, + "FN": 8597, + "FP": 5665, + "IoU": 0.9132413147025008, + "TN": 1587933, + "TP": 150125, + "n_pred": 155790, + "n_ref": 158722 + }, + "7": { + "Dice": 0.826871429741787, + "FN": 108321, + "FP": 7908, + "IoU": 0.7048429734856662, + "TN": 1358533, + "TP": 277558, + "n_pred": 285466, + "n_ref": 385879 + }, + "8": { + "Dice": 0.2, + "FN": 6, + "FP": 42, + "IoU": 0.1111111111111111, + "TN": 1752266, + "TP": 6, + "n_pred": 48, + "n_ref": 12 + }, + "9": { + "Dice": 0.07817658962615827, + "FN": 4927, + "FP": 3728, + "IoU": 0.04067834183107958, + "TN": 1743298, + "TP": 367, + "n_pred": 4095, + "n_ref": 5294 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7878787878787878, + "FN": 10, + "FP": 32, + "IoU": 0.65, + "TN": 1576968, + "TP": 78, + "n_pred": 110, + "n_ref": 88 + }, + "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": 0.988955193186613, + "FN": 606, + "FP": 2509, + "IoU": 0.9781516966627857, + "TN": 1434514, + "TP": 139459, + "n_pred": 141968, + "n_ref": 140065 + }, + "15": { + "Dice": 0.8410306271268838, + "FN": 87, + "FP": 240, + "IoU": 0.7256711409395973, + "TN": 1575896, + "TP": 865, + "n_pred": 1105, + "n_ref": 952 + }, + "2": { + "Dice": 0.6706071025039789, + "FN": 52848, + "FP": 1376, + "IoU": 0.5044461300847186, + "TN": 1467667, + "TP": 55197, + "n_pred": 56573, + "n_ref": 108045 + }, + "3": { + "Dice": 0.7922828990483929, + "FN": 1765, + "FP": 52434, + "IoU": 0.6560169582960467, + "TN": 1419525, + "TP": 103364, + "n_pred": 155798, + "n_ref": 105129 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9223146345779508, + "FN": 777, + "FP": 101, + "IoU": 0.8558292282430213, + "TN": 1570998, + "TP": 5212, + "n_pred": 5313, + "n_ref": 5989 + }, + "6": { + "Dice": 0.8919506889050036, + "FN": 156, + "FP": 2824, + "IoU": 0.8049738219895288, + "TN": 1561808, + "TP": 12300, + "n_pred": 15124, + "n_ref": 12456 + }, + "7": { + "Dice": 0.9177062028695883, + "FN": 1242, + "FP": 4029, + "IoU": 0.8479270650010098, + "TN": 1542427, + "TP": 29390, + "n_pred": 33419, + "n_ref": 30632 + }, + "8": { + "Dice": 0.05229462095374858, + "FN": 865, + "FP": 14974, + "IoU": 0.02684934873433276, + "TN": 1560812, + "TP": 437, + "n_pred": 15411, + "n_ref": 1302 + }, + "9": { + "Dice": 0.0, + "FN": 371, + "FP": 0, + "IoU": 0.0, + "TN": 1576717, + "TP": 0, + "n_pred": 0, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8981293543255252, + "FN": 911, + "FP": 946, + "IoU": 0.8150950911082346, + "TN": 1742277, + "TP": 8186, + "n_pred": 9132, + "n_ref": 9097 + }, + "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": 0.8555001916443081, + "FN": 306, + "FP": 71, + "IoU": 0.7474882786336235, + "TN": 1750827, + "TP": 1116, + "n_pred": 1187, + "n_ref": 1422 + }, + "14": { + "Dice": 0.8351154218190374, + "FN": 2537, + "FP": 3770, + "IoU": 0.7169082992953005, + "TN": 1730041, + "TP": 15972, + "n_pred": 19742, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8754028191188409, + "FN": 3871, + "FP": 1194, + "IoU": 0.7784145594540205, + "TN": 1729462, + "TP": 17793, + "n_pred": 18987, + "n_ref": 21664 + }, + "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": 0.3431372549019608, + "FN": 25, + "FP": 377, + "IoU": 0.20710059171597633, + "TN": 1751813, + "TP": 105, + "n_pred": 482, + "n_ref": 130 + }, + "6": { + "Dice": 0.9286390052709825, + "FN": 2362, + "FP": 15590, + "IoU": 0.8667844077204491, + "TN": 1617561, + "TP": 116807, + "n_pred": 132397, + "n_ref": 119169 + }, + "7": { + "Dice": 0.8595052947346211, + "FN": 3594, + "FP": 42351, + "IoU": 0.7536249758692435, + "TN": 1565836, + "TP": 140539, + "n_pred": 182890, + "n_ref": 144133 + }, + "8": { + "Dice": 0.8926234735574085, + "FN": 2904, + "FP": 6188, + "IoU": 0.806070430646503, + "TN": 1705437, + "TP": 37791, + "n_pred": 43979, + "n_ref": 40695 + }, + "9": { + "Dice": 0.5245901639344263, + "FN": 72, + "FP": 1088, + "IoU": 0.35555555555555557, + "TN": 1750520, + "TP": 640, + "n_pred": 1728, + "n_ref": 712 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8129489893780649, + "FN": 6248, + "FP": 4089, + "IoU": 0.6848475609756097, + "TN": 1018592, + "TP": 22463, + "n_pred": 26552, + "n_ref": 28711 + }, + "11": { + "Dice": 0.5507246376811594, + "FN": 103, + "FP": 114, + "IoU": 0.38, + "TN": 1051042, + "TP": 133, + "n_pred": 247, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7091157548864561, + "FN": 15190, + "FP": 3755, + "IoU": 0.5493255941194661, + "TN": 1009355, + "TP": 23092, + "n_pred": 26847, + "n_ref": 38282 + }, + "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": 0.9204564810083461, + "FN": 231, + "FP": 236, + "IoU": 0.8526349005995583, + "TN": 1048223, + "TP": 2702, + "n_pred": 2938, + "n_ref": 2933 + }, + "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": 3514, + "IoU": 0.0, + "TN": 1047878, + "TP": 0, + "n_pred": 3514, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631444060436578, + "FN": 5709, + "FP": 5019, + "IoU": 0.9289089162055598, + "TN": 900487, + "TP": 140177, + "n_pred": 145196, + "n_ref": 145886 + }, + "7": { + "Dice": 0.951682435306425, + "FN": 1419, + "FP": 2784, + "IoU": 0.9078188397850642, + "TN": 1005797, + "TP": 41392, + "n_pred": 44176, + "n_ref": 42811 + }, + "8": { + "Dice": 0.9504156084045255, + "FN": 469, + "FP": 1249, + "IoU": 0.9055161414508057, + "TN": 1033209, + "TP": 16465, + "n_pred": 17714, + "n_ref": 16934 + }, + "9": { + "Dice": 0.9040190268875721, + "FN": 1486, + "FP": 895, + "IoU": 0.8248491981756657, + "TN": 1037798, + "TP": 11213, + "n_pred": 12108, + "n_ref": 12699 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795670325370761, + "FN": 788, + "FP": 4121, + "IoU": 0.959952357255321, + "TN": 3031597, + "TP": 117670, + "n_pred": 121791, + "n_ref": 118458 + }, + "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": 0.0, + "FN": 0, + "FP": 1864, + "IoU": 0.0, + "TN": 3152312, + "TP": 0, + "n_pred": 1864, + "n_ref": 0 + }, + "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": 0.9516507266066728, + "FN": 7630, + "FP": 3153, + "IoU": 0.9077611353002062, + "TN": 3037273, + "TP": 106120, + "n_pred": 109273, + "n_ref": 113750 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 3153675, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "4": { + "Dice": 0.894133042529989, + "FN": 521, + "FP": 1906, + "IoU": 0.8085358157147365, + "TN": 3141500, + "TP": 10249, + "n_pred": 12155, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823819683847641, + "FN": 4316, + "FP": 9094, + "IoU": 0.9653739791004464, + "TN": 2766895, + "TP": 373871, + "n_pred": 382965, + "n_ref": 378187 + }, + "7": { + "Dice": 0.8575801722389216, + "FN": 6564, + "FP": 1159, + "IoU": 0.7506698950766747, + "TN": 3123201, + "TP": 23252, + "n_pred": 24411, + "n_ref": 29816 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9871593186960038, + "FN": 3393, + "FP": 2084, + "IoU": 0.9746442228456617, + "TN": 3113402, + "TP": 210529, + "n_pred": 212613, + "n_ref": 213922 + }, + "10": { + "Dice": 0.7462315462315462, + "FN": 1402, + "FP": 231, + "IoU": 0.5951908775409024, + "TN": 3325374, + "TP": 2401, + "n_pred": 2632, + "n_ref": 3803 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3329406, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 3329405, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.6382622119307532, + "FN": 14021, + "FP": 2382, + "IoU": 0.4687115372157803, + "TN": 3298534, + "TP": 14471, + "n_pred": 16853, + "n_ref": 28492 + }, + "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": 0.0, + "FN": 7652, + "FP": 1, + "IoU": 0.0, + "TN": 3321755, + "TP": 0, + "n_pred": 1, + "n_ref": 7652 + }, + "3": { + "Dice": 0.8987516522249963, + "FN": 3475, + "FP": 10313, + "IoU": 0.8161207724314521, + "TN": 3254424, + "TP": 61196, + "n_pred": 71509, + "n_ref": 64671 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4422, + "IoU": 0.0, + "TN": 3324986, + "TP": 0, + "n_pred": 4422, + "n_ref": 0 + }, + "5": { + "Dice": 0.5602498379588711, + "FN": 19435, + "FP": 2954, + "IoU": 0.3891299009576819, + "TN": 3292757, + "TP": 14262, + "n_pred": 17216, + "n_ref": 33697 + }, + "6": { + "Dice": 0.9346259091662915, + "FN": 24190, + "FP": 19960, + "IoU": 0.8772748626117799, + "TN": 2969661, + "TP": 315597, + "n_pred": 335557, + "n_ref": 339787 + }, + "7": { + "Dice": 0.7918325914157733, + "FN": 16045, + "FP": 103716, + "IoU": 0.6553997283734635, + "TN": 2981872, + "TP": 227775, + "n_pred": 331491, + "n_ref": 243820 + }, + "8": { + "Dice": 0.9673628422397721, + "FN": 2160, + "FP": 956, + "IoU": 0.9367887209656152, + "TN": 3280113, + "TP": 46179, + "n_pred": 47135, + "n_ref": 48339 + }, + "9": { + "Dice": 0.7784880342331871, + "FN": 8152, + "FP": 234, + "IoU": 0.6373151111495545, + "TN": 3306286, + "TP": 14736, + "n_pred": 14970, + "n_ref": 22888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978919484451172, + "FN": 964, + "FP": 3771, + "IoU": 0.958709396119468, + "TN": 2163341, + "TP": 109940, + "n_pred": 113711, + "n_ref": 110904 + }, + "10": { + "Dice": 0.5445212155342329, + "FN": 20691, + "FP": 338, + "IoU": 0.37411827732968245, + "TN": 2244417, + "TP": 12570, + "n_pred": 12908, + "n_ref": 33261 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 2277970, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + }, + "13": { + "Dice": 0.7800491369535089, + "FN": 2786, + "FP": 11180, + "IoU": 0.6394102914977666, + "TN": 2239285, + "TP": 24765, + "n_pred": 35945, + "n_ref": 27551 + }, + "14": { + "Dice": 0.9722380921082567, + "FN": 923, + "FP": 4568, + "IoU": 0.9459759937032665, + "TN": 2176376, + "TP": 96149, + "n_pred": 100717, + "n_ref": 97072 + }, + "15": { + "Dice": 0.8890765649782685, + "FN": 4480, + "FP": 905, + "IoU": 0.8003040866276051, + "TN": 2251050, + "TP": 21581, + "n_pred": 22486, + "n_ref": 26061 + }, + "2": { + "Dice": 0.2857142857142857, + "FN": 5, + "FP": 0, + "IoU": 0.16666666666666666, + "TN": 2278010, + "TP": 1, + "n_pred": 1, + "n_ref": 6 + }, + "3": { + "Dice": 0.9808576918597881, + "FN": 1522, + "FP": 1108, + "IoU": 0.9624344745825656, + "TN": 2208005, + "TP": 67381, + "n_pred": 68489, + "n_ref": 68903 + }, + "4": { + "Dice": 0.6159334126040428, + "FN": 309, + "FP": 14, + "IoU": 0.44501718213058417, + "TN": 2277434, + "TP": 259, + "n_pred": 273, + "n_ref": 568 + }, + "5": { + "Dice": 0.4929745177423196, + "FN": 3793, + "FP": 465, + "IoU": 0.32711757269279396, + "TN": 2271688, + "TP": 2070, + "n_pred": 2535, + "n_ref": 5863 + }, + "6": { + "Dice": 0.8828344004152968, + "FN": 2202, + "FP": 11340, + "IoU": 0.7902448846827032, + "TN": 2213455, + "TP": 51019, + "n_pred": 62359, + "n_ref": 53221 + }, + "7": { + "Dice": 0.971732801434515, + "FN": 3099, + "FP": 8125, + "IoU": 0.9450197407737599, + "TN": 2073870, + "TP": 192922, + "n_pred": 201047, + "n_ref": 196021 + }, + "8": { + "Dice": 0.8166510474923667, + "FN": 2117, + "FP": 10013, + "IoU": 0.6901185366850603, + "TN": 2238872, + "TP": 27014, + "n_pred": 37027, + "n_ref": 29131 + }, + "9": { + "Dice": 0.9686108582814691, + "FN": 1453, + "FP": 1099, + "IoU": 0.9391323013809717, + "TN": 2236089, + "TP": 39375, + "n_pred": 40474, + "n_ref": 40828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7972027972027972, + "FN": 206, + "FP": 84, + "IoU": 0.6627906976744186, + "TN": 1400996, + "TP": 570, + "n_pred": 654, + "n_ref": 776 + }, + "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": 0.7535299654847819, + "FN": 4639, + "FP": 1645, + "IoU": 0.6045311516677155, + "TN": 1385966, + "TP": 9606, + "n_pred": 11251, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8426842986090154, + "FN": 1521, + "FP": 9947, + "IoU": 0.7281369271981604, + "TN": 1359673, + "TP": 30715, + "n_pred": 40662, + "n_ref": 32236 + }, + "15": { + "Dice": 0.8084381420053114, + "FN": 454, + "FP": 7192, + "IoU": 0.6784693019343987, + "TN": 1378076, + "TP": 16134, + "n_pred": 23326, + "n_ref": 16588 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 1401576, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 1401611, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "4": { + "Dice": 0.8905674783889177, + "FN": 2072, + "FP": 1941, + "IoU": 0.8027234293579786, + "TN": 1381514, + "TP": 16329, + "n_pred": 18270, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589039015091101, + "FN": 2989, + "FP": 2422, + "IoU": 0.9210522476254396, + "TN": 1333317, + "TP": 63128, + "n_pred": 65550, + "n_ref": 66117 + }, + "7": { + "Dice": 0.9202614875907416, + "FN": 1904, + "FP": 2292, + "IoU": 0.8523003273610475, + "TN": 1373447, + "TP": 24213, + "n_pred": 26505, + "n_ref": 26117 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9194716118379271, + "FN": 2594, + "FP": 2478, + "IoU": 0.850946279534501, + "TN": 2419220, + "TP": 28956, + "n_pred": 31434, + "n_ref": 31550 + }, + "10": { + "Dice": 0.7264935397211206, + "FN": 25066, + "FP": 4866, + "IoU": 0.5704671019588147, + "TN": 2383563, + "TP": 39753, + "n_pred": 44619, + "n_ref": 64819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 2453246, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "13": { + "Dice": 0.143779029142176, + "FN": 40747, + "FP": 915, + "IoU": 0.0774579273693534, + "TN": 2408088, + "TP": 3498, + "n_pred": 4413, + "n_ref": 44245 + }, + "14": { + "Dice": 0.6941716638617016, + "FN": 7065, + "FP": 11652, + "IoU": 0.5315948847568758, + "TN": 2413289, + "TP": 21242, + "n_pred": 32894, + "n_ref": 28307 + }, + "15": { + "Dice": 0.6987397790723806, + "FN": 5169, + "FP": 12258, + "IoU": 0.5369715970985998, + "TN": 2415611, + "TP": 20210, + "n_pred": 32468, + "n_ref": 25379 + }, + "2": { + "Dice": 0.5965501792114696, + "FN": 21466, + "FP": 146, + "IoU": 0.42505985634477256, + "TN": 2415658, + "TP": 15978, + "n_pred": 16124, + "n_ref": 37444 + }, + "3": { + "Dice": 0.8949148912350384, + "FN": 2892, + "FP": 18697, + "IoU": 0.8098153564255259, + "TN": 2339732, + "TP": 91927, + "n_pred": 110624, + "n_ref": 94819 + }, + "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": 0.9418869774853921, + "FN": 1843, + "FP": 5268, + "IoU": 0.8901572492199327, + "TN": 2388510, + "TP": 57627, + "n_pred": 62895, + "n_ref": 59470 + }, + "7": { + "Dice": 0.8725281095100437, + "FN": 7693, + "FP": 60919, + "IoU": 0.7738801444804767, + "TN": 2149816, + "TP": 234820, + "n_pred": 295739, + "n_ref": 242513 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9044790396988258, + "FN": 846, + "FP": 5345, + "IoU": 0.8256154582840404, + "TN": 1892050, + "TP": 29311, + "n_pred": 34656, + "n_ref": 30157 + }, + "10": { + "Dice": 0.797701087299228, + "FN": 12038, + "FP": 10419, + "IoU": 0.6634798375616262, + "TN": 1860819, + "TP": 44276, + "n_pred": 54695, + "n_ref": 56314 + }, + "11": { + "Dice": 0.21472645002056767, + "FN": 1906, + "FP": 3, + "IoU": 0.12027649769585254, + "TN": 1925382, + "TP": 261, + "n_pred": 264, + "n_ref": 2167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7496753552272514, + "FN": 7381, + "FP": 5920, + "IoU": 0.5995845625865495, + "TN": 1894334, + "TP": 19917, + "n_pred": 25837, + "n_ref": 27298 + }, + "14": { + "Dice": 0.9558420922667297, + "FN": 2222, + "FP": 1891, + "IoU": 0.9154191001069343, + "TN": 1878924, + "TP": 44515, + "n_pred": 46406, + "n_ref": 46737 + }, + "15": { + "Dice": 0.9323787329768175, + "FN": 2419, + "FP": 7621, + "IoU": 0.8733234919313121, + "TN": 1848295, + "TP": 69217, + "n_pred": 76838, + "n_ref": 71636 + }, + "2": { + "Dice": 0.9600489608439436, + "FN": 1674, + "FP": 4658, + "IoU": 0.9231674614441896, + "TN": 1845139, + "TP": 76081, + "n_pred": 80739, + "n_ref": 77755 + }, + "3": { + "Dice": 0.9515196741838787, + "FN": 3818, + "FP": 3848, + "IoU": 0.9075226790194943, + "TN": 1844656, + "TP": 75230, + "n_pred": 79078, + "n_ref": 79048 + }, + "4": { + "Dice": 0.8983830992564616, + "FN": 33, + "FP": 2550, + "IoU": 0.8155131776301693, + "TN": 1913551, + "TP": 11418, + "n_pred": 13968, + "n_ref": 11451 + }, + "5": { + "Dice": 0.46449621105809713, + "FN": 2405, + "FP": 1411, + "IoU": 0.30250411259367577, + "TN": 1922081, + "TP": 1655, + "n_pred": 3066, + "n_ref": 4060 + }, + "6": { + "Dice": 0.9560480829617287, + "FN": 4363, + "FP": 9564, + "IoU": 0.9157970471226979, + "TN": 1762154, + "TP": 151471, + "n_pred": 161035, + "n_ref": 155834 + }, + "7": { + "Dice": 0.9582500103378406, + "FN": 21259, + "FP": 3982, + "IoU": 0.9198464313386767, + "TN": 1612644, + "TP": 289667, + "n_pred": 293649, + "n_ref": 310926 + }, + "8": { + "Dice": 0.914716132658797, + "FN": 969, + "FP": 2824, + "IoU": 0.8428358332642745, + "TN": 1903418, + "TP": 20341, + "n_pred": 23165, + "n_ref": 21310 + }, + "9": { + "Dice": 0.9069078275086859, + "FN": 178, + "FP": 1644, + "IoU": 0.8296718706179302, + "TN": 1916855, + "TP": 8875, + "n_pred": 10519, + "n_ref": 9053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909728688597778, + "FN": 26386, + "FP": 1922, + "IoU": 0.8344057842150829, + "TN": 5786940, + "TP": 142640, + "n_pred": 144562, + "n_ref": 169026 + }, + "10": { + "Dice": 0.8410395889996978, + "FN": 1519, + "FP": 1637, + "IoU": 0.7256844850065189, + "TN": 5946383, + "TP": 8349, + "n_pred": 9986, + "n_ref": 9868 + }, + "11": { + "Dice": 0.0033491487580240022, + "FN": 3571, + "FP": 0, + "IoU": 0.0016773832820799553, + "TN": 5954311, + "TP": 6, + "n_pred": 6, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 5957882, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.4335926434377111, + "FN": 2599, + "FP": 23394, + "IoU": 0.27680707807022426, + "TN": 5921946, + "TP": 9949, + "n_pred": 33343, + "n_ref": 12548 + }, + "14": { + "Dice": 0.00047669462166521627, + "FN": 28604, + "FP": 151719, + "IoU": 0.00023840413381679475, + "TN": 5777522, + "TP": 43, + "n_pred": 151762, + "n_ref": 28647 + }, + "15": { + "Dice": 0.286076492655942, + "FN": 29055, + "FP": 150591, + "IoU": 0.16691322070682946, + "TN": 5742249, + "TP": 35993, + "n_pred": 186584, + "n_ref": 65048 + }, + "2": { + "Dice": 0.916272378516624, + "FN": 1239, + "FP": 3999, + "IoU": 0.8454821676155638, + "TN": 5923989, + "TP": 28661, + "n_pred": 32660, + "n_ref": 29900 + }, + "3": { + "Dice": 0.9612493817032417, + "FN": 3273, + "FP": 3151, + "IoU": 0.925389949013368, + "TN": 5871787, + "TP": 79677, + "n_pred": 82828, + "n_ref": 82950 + }, + "4": { + "Dice": 0.8808215092249351, + "FN": 1722, + "FP": 1075, + "IoU": 0.7870250513972435, + "TN": 5944755, + "TP": 10336, + "n_pred": 11411, + "n_ref": 12058 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20313952061450494, + "FN": 9024, + "FP": 1192287, + "IoU": 0.11305247287979546, + "TN": 4603455, + "TP": 153122, + "n_pred": 1345409, + "n_ref": 162146 + }, + "7": { + "Dice": 0.9163629681805653, + "FN": 14693, + "FP": 20810, + "IoU": 0.8456364458512322, + "TN": 5727892, + "TP": 194493, + "n_pred": 215303, + "n_ref": 209186 + }, + "8": { + "Dice": 0.9515190691661279, + "FN": 326, + "FP": 499, + "IoU": 0.9075215782983971, + "TN": 5948967, + "TP": 8096, + "n_pred": 8595, + "n_ref": 8422 + }, + "9": { + "Dice": 0.8705344010459225, + "FN": 2719, + "FP": 5203, + "IoU": 0.7707489292742216, + "TN": 5923332, + "TP": 26634, + "n_pred": 31837, + "n_ref": 29353 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.80013421317526, + "FN": 1679, + "FP": 108, + "IoU": 0.6668530947054437, + "TN": 1046028, + "TP": 3577, + "n_pred": 3685, + "n_ref": 5256 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 1051251, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1304, + "IoU": 0.0, + "TN": 1050088, + "TP": 0, + "n_pred": 1304, + "n_ref": 0 + }, + "13": { + "Dice": 0.7797823797823797, + "FN": 6954, + "FP": 2457, + "IoU": 0.639051892762628, + "TN": 1025319, + "TP": 16662, + "n_pred": 19119, + "n_ref": 23616 + }, + "14": { + "Dice": 0.9585402658372022, + "FN": 578, + "FP": 6593, + "IoU": 0.920381493776855, + "TN": 961325, + "TP": 82896, + "n_pred": 89489, + "n_ref": 83474 + }, + "15": { + "Dice": 0.9739743382392582, + "FN": 3229, + "FP": 633, + "IoU": 0.9492689847228972, + "TN": 975265, + "TP": 72265, + "n_pred": 72898, + "n_ref": 75494 + }, + "2": { + "Dice": 0.9252398646774999, + "FN": 523, + "FP": 2173, + "IoU": 0.860880334382579, + "TN": 1032013, + "TP": 16683, + "n_pred": 18856, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5641986879100281, + "FN": 916, + "FP": 14, + "IoU": 0.39295039164490864, + "TN": 1049860, + "TP": 602, + "n_pred": 616, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8513664249860569, + "FN": 952, + "FP": 1180, + "IoU": 0.7411993202233552, + "TN": 1043154, + "TP": 6106, + "n_pred": 7286, + "n_ref": 7058 + }, + "6": { + "Dice": 0.95049128789138, + "FN": 8698, + "FP": 1727, + "IoU": 0.9056535471551264, + "TN": 940895, + "TP": 100072, + "n_pred": 101799, + "n_ref": 108770 + }, + "7": { + "Dice": 0.8015540015540016, + "FN": 1166, + "FP": 111, + "IoU": 0.6688278008298755, + "TN": 1047536, + "TP": 2579, + "n_pred": 2690, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9612310385064178, + "FN": 822, + "FP": 1836, + "IoU": 0.9253559493386504, + "TN": 1015783, + "TP": 32951, + "n_pred": 34787, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8280230649438107, + "FN": 1357, + "FP": 6815, + "IoU": 0.7065182258933381, + "TN": 1023547, + "TP": 19673, + "n_pred": 26488, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 1098, + "IoU": 0.0, + "TN": 1050294, + "TP": 0, + "n_pred": 1098, + "n_ref": 0 + }, + "14": { + "Dice": 0.9431194017889617, + "FN": 1807, + "FP": 7420, + "IoU": 0.8923613541447937, + "TN": 965670, + "TP": 76495, + "n_pred": 83915, + "n_ref": 78302 + }, + "15": { + "Dice": 0.7873647388551138, + "FN": 7569, + "FP": 12612, + "IoU": 0.6493005473976887, + "TN": 993847, + "TP": 37364, + "n_pred": 49976, + "n_ref": 44933 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9378973105134474, + "FN": 101, + "FP": 26, + "IoU": 0.8830570902394107, + "TN": 1050306, + "TP": 959, + "n_pred": 985, + "n_ref": 1060 + }, + "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": 0.899186213499282, + "FN": 3013, + "FP": 1199, + "IoU": 0.8168377109062446, + "TN": 1028396, + "TP": 18784, + "n_pred": 19983, + "n_ref": 21797 + }, + "7": { + "Dice": 0.9036580753228508, + "FN": 2864, + "FP": 702, + "IoU": 0.8242483982257269, + "TN": 1031102, + "TP": 16724, + "n_pred": 17426, + "n_ref": 19588 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.32432432432432434, + "FN": 206, + "FP": 44, + "IoU": 0.1935483870967742, + "TN": 1051082, + "TP": 60, + "n_pred": 104, + "n_ref": 266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725942446825872, + "FN": 1344, + "FP": 1175, + "IoU": 0.9466505707690027, + "TN": 1179407, + "TP": 44698, + "n_pred": 45873, + "n_ref": 46042 + }, + "10": { + "Dice": 0.7191728916314821, + "FN": 2294, + "FP": 2894, + "IoU": 0.5614909982250021, + "TN": 1214793, + "TP": 6643, + "n_pred": 9537, + "n_ref": 8937 + }, + "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": 0.7951852420166061, + "FN": 9023, + "FP": 2990, + "IoU": 0.6600062264738347, + "TN": 1191291, + "TP": 23320, + "n_pred": 26310, + "n_ref": 32343 + }, + "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": 0.9539748953974896, + "FN": 48, + "FP": 216, + "IoU": 0.912, + "TN": 1223624, + "TP": 2736, + "n_pred": 2952, + "n_ref": 2784 + }, + "3": { + "Dice": 0.5017421602787456, + "FN": 0, + "FP": 143, + "IoU": 0.33488372093023255, + "TN": 1226409, + "TP": 72, + "n_pred": 215, + "n_ref": 72 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 1226480, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "5": { + "Dice": 0.7750915750915751, + "FN": 107, + "FP": 200, + "IoU": 0.6327751196172249, + "TN": 1225788, + "TP": 529, + "n_pred": 729, + "n_ref": 636 + }, + "6": { + "Dice": 0.9655309229777315, + "FN": 1921, + "FP": 859, + "IoU": 0.9333589030587784, + "TN": 1184908, + "TP": 38936, + "n_pred": 39795, + "n_ref": 40857 + }, + "7": { + "Dice": 0.9630084953306497, + "FN": 14093, + "FP": 8715, + "IoU": 0.9286561085548233, + "TN": 906933, + "TP": 296883, + "n_pred": 305598, + "n_ref": 310976 + }, + "8": { + "Dice": 0.8706462653513187, + "FN": 2244, + "FP": 326, + "IoU": 0.7709243248061325, + "TN": 1215405, + "TP": 8649, + "n_pred": 8975, + "n_ref": 10893 + }, + "9": { + "Dice": 0.6987833353815903, + "FN": 1760, + "FP": 691, + "IoU": 0.5370230449565546, + "TN": 1221330, + "TP": 2843, + "n_pred": 3534, + "n_ref": 4603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2398016677935542, + "FN": 556, + "FP": 2817, + "IoU": 0.13623559539052496, + "TN": 1222719, + "TP": 532, + "n_pred": 3349, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8547838756677999, + "FN": 585, + "FP": 611, + "IoU": 0.7463952502120441, + "TN": 1221908, + "TP": 3520, + "n_pred": 4131, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6667855232661793, + "FN": 761, + "FP": 1108, + "IoU": 0.5001337255950788, + "TN": 1222885, + "TP": 1870, + "n_pred": 2978, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8447378307304245, + "FN": 1108, + "FP": 1785, + "IoU": 0.7312087707888135, + "TN": 1215861, + "TP": 7870, + "n_pred": 9655, + "n_ref": 8978 + }, + "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": 0.9550636324751886, + "FN": 4764, + "FP": 2485, + "IoU": 0.9139921455097707, + "TN": 1142341, + "TP": 77034, + "n_pred": 79519, + "n_ref": 81798 + }, + "3": { + "Dice": 0.9580708233760591, + "FN": 496, + "FP": 83, + "IoU": 0.9195162635529608, + "TN": 1219430, + "TP": 6615, + "n_pred": 6698, + "n_ref": 7111 + }, + "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": 0.9523520485584218, + "FN": 467, + "FP": 161, + "IoU": 0.9090382387022016, + "TN": 1219720, + "TP": 6276, + "n_pred": 6437, + "n_ref": 6743 + }, + "7": { + "Dice": 0.45454545454545453, + "FN": 27, + "FP": 69, + "IoU": 0.29411764705882354, + "TN": 1226488, + "TP": 40, + "n_pred": 109, + "n_ref": 67 + }, + "8": { + "Dice": 0.9507809818056986, + "FN": 1616, + "FP": 678, + "IoU": 0.9061797063514785, + "TN": 1202173, + "TP": 22157, + "n_pred": 22835, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9527359617682198, + "FN": 810, + "FP": 179, + "IoU": 0.9097380669891394, + "TN": 1215667, + "TP": 9968, + "n_pred": 10147, + "n_ref": 10778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5514164195276712, + "FN": 7514.882222222222, + "FP": 6051.122222222221, + "IoU": 0.4749897026520232, + "TN": 1763917.0622222223, + "TP": 33247.600000000006, + "n_pred": 39298.72222222222, + "n_ref": 40762.48222222223 + }, + "mean": { + "1": { + "Dice": 0.7981152815817477, + "FN": 4804.566666666667, + "FP": 3104.233333333333, + "IoU": 0.7469641872477553, + "TN": 1748881.8333333333, + "TP": 53940.03333333333, + "n_pred": 57044.26666666667, + "n_ref": 58744.6 + }, + "10": { + "Dice": 0.6184836647265347, + "FN": 7912.9, + "FP": 4909.266666666666, + "IoU": 0.499452390178315, + "TN": 1784867.7333333334, + "TP": 13040.766666666666, + "n_pred": 17950.033333333333, + "n_ref": 20953.666666666668 + }, + "11": { + "Dice": 0.0, + "FN": 35.53333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 1810695.1333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 35.53333333333333 + }, + "12": { + "Dice": 0.169548780962707, + "FN": 207.0, + "FP": 128.4, + "IoU": 0.11010511957075313, + "TN": 1810315.8333333333, + "TP": 79.43333333333334, + "n_pred": 207.83333333333334, + "n_ref": 286.43333333333334 + }, + "13": { + "Dice": 0.48946271998289864, + "FN": 7086.766666666666, + "FP": 4318.4, + "IoU": 0.3673700927772378, + "TN": 1791516.9333333333, + "TP": 7808.566666666667, + "n_pred": 12126.966666666667, + "n_ref": 14895.333333333334 + }, + "14": { + "Dice": 0.6004446935982859, + "FN": 9366.2, + "FP": 10293.966666666667, + "IoU": 0.5128853944396736, + "TN": 1757158.7666666666, + "TP": 33911.73333333333, + "n_pred": 44205.7, + "n_ref": 43277.933333333334 + }, + "15": { + "Dice": 0.33492809739073637, + "FN": 3216.4666666666667, + "FP": 4386.866666666667, + "IoU": 0.2800150201717502, + "TN": 1795156.6666666667, + "TP": 7970.666666666667, + "n_pred": 12357.533333333333, + "n_ref": 11187.133333333333 + }, + "2": { + "Dice": 0.5600757976738513, + "FN": 10677.733333333334, + "FP": 2728.2, + "IoU": 0.5005366676599529, + "TN": 1778537.3333333333, + "TP": 18787.4, + "n_pred": 21515.6, + "n_ref": 29465.133333333335 + }, + "3": { + "Dice": 0.7135244103671748, + "FN": 9297.733333333334, + "FP": 7798.433333333333, + "IoU": 0.6231418460036873, + "TN": 1766651.6666666667, + "TP": 26982.833333333332, + "n_pred": 34781.26666666667, + "n_ref": 36280.566666666666 + }, + "4": { + "Dice": 0.5285429449445072, + "FN": 3509.0333333333333, + "FP": 3548.233333333333, + "IoU": 0.458460660647796, + "TN": 1790342.5666666667, + "TP": 13330.833333333334, + "n_pred": 16879.066666666666, + "n_ref": 16839.866666666665 + }, + "5": { + "Dice": 0.44510225115928687, + "FN": 674.1, + "FP": 150.66666666666666, + "IoU": 0.34739440964408047, + "TN": 1809089.0333333334, + "TP": 816.8666666666667, + "n_pred": 967.5333333333333, + "n_ref": 1490.9666666666667 + }, + "6": { + "Dice": 0.8970760237224996, + "FN": 34214.03333333333, + "FP": 33067.96666666667, + "IoU": 0.828933550445483, + "TN": 1526363.6, + "TP": 217085.06666666668, + "n_pred": 250153.03333333333, + "n_ref": 251299.1 + }, + "7": { + "Dice": 0.8156064104102758, + "FN": 18012.9, + "FP": 14369.266666666666, + "IoU": 0.7246613240688826, + "TN": 1684408.8333333333, + "TP": 93939.66666666667, + "n_pred": 108308.93333333333, + "n_ref": 111952.56666666667 + }, + "8": { + "Dice": 0.663541449364506, + "FN": 1490.1, + "FP": 622.7, + "IoU": 0.5930923235605343, + "TN": 1803492.8333333333, + "TP": 5125.033333333334, + "n_pred": 5747.733333333334, + "n_ref": 6615.133333333333 + }, + "9": { + "Dice": 0.6367937670300552, + "FN": 2218.1666666666665, + "FP": 1340.2333333333333, + "IoU": 0.5318325533644467, + "TN": 1801277.1666666667, + "TP": 5895.1, + "n_pred": 7235.333333333333, + "n_ref": 8113.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9613596819339492, + "FN": 20947, + "FP": 2038, + "IoU": 0.9255944191767962, + "TN": 2494797, + "TP": 285930, + "n_pred": 287968, + "n_ref": 306877 + }, + "10": { + "Dice": 0.0, + "FN": 41263, + "FP": 26199, + "IoU": 0.0, + "TN": 2736250, + "TP": 0, + "n_pred": 26199, + "n_ref": 41263 + }, + "11": { + "Dice": 0.0, + "FN": 200, + "FP": 0, + "IoU": 0.0, + "TN": 2803512, + "TP": 0, + "n_pred": 0, + "n_ref": 200 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2803709, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 30713, + "FP": 12183, + "IoU": 0.0, + "TN": 2760816, + "TP": 0, + "n_pred": 12183, + "n_ref": 30713 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1049, + "IoU": 0.0, + "TN": 2802663, + "TP": 0, + "n_pred": 1049, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 2803401, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 2803674, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "3": { + "Dice": 0.8422971741112124, + "FN": 68, + "FP": 451, + "IoU": 0.7275590551181103, + "TN": 2801807, + "TP": 1386, + "n_pred": 1837, + "n_ref": 1454 + }, + "4": { + "Dice": 0.45901343348259427, + "FN": 28919, + "FP": 1043, + "IoU": 0.29786984744451994, + "TN": 2761039, + "TP": 12711, + "n_pred": 13754, + "n_ref": 41630 + }, + "5": { + "Dice": 0.2514137986750687, + "FN": 3250, + "FP": 1383, + "IoU": 0.14378118647200147, + "TN": 2798301, + "TP": 778, + "n_pred": 2161, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9598232604286313, + "FN": 31606, + "FP": 40555, + "IoU": 0.9227501672688345, + "TN": 1869587, + "TP": 861964, + "n_pred": 902519, + "n_ref": 893570 + }, + "7": { + "Dice": 0.8207648859569697, + "FN": 14018, + "FP": 2610, + "IoU": 0.6960146252285192, + "TN": 2749012, + "TP": 38072, + "n_pred": 40682, + "n_ref": 52090 + }, + "8": { + "Dice": 0.931922024376424, + "FN": 4691, + "FP": 956, + "IoU": 0.8725224615106777, + "TN": 2759414, + "TP": 38651, + "n_pred": 39607, + "n_ref": 43342 + }, + "9": { + "Dice": 0.2166380521304823, + "FN": 25367, + "FP": 4747, + "IoU": 0.12147733239978996, + "TN": 2769434, + "TP": 4164, + "n_pred": 8911, + "n_ref": 29531 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665140692213584, + "FN": 732, + "FP": 2662, + "IoU": 0.9351980906921241, + "TN": 1174249, + "TP": 48981, + "n_pred": 51643, + "n_ref": 49713 + }, + "10": { + "Dice": 0.8137155167255101, + "FN": 3936, + "FP": 2290, + "IoU": 0.6859362389023406, + "TN": 1206800, + "TP": 13598, + "n_pred": 15888, + "n_ref": 17534 + }, + "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": 0.4863265747889458, + "FN": 3483, + "FP": 3636, + "IoU": 0.32128896939651064, + "TN": 1216135, + "TP": 3370, + "n_pred": 7006, + "n_ref": 6853 + }, + "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": 0.42424242424242425, + "FN": 38, + "FP": 0, + "IoU": 0.2692307692307692, + "TN": 1226572, + "TP": 14, + "n_pred": 14, + "n_ref": 52 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 65, + "IoU": 0.0, + "TN": 1226544, + "TP": 0, + "n_pred": 65, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8976168844783003, + "FN": 566, + "FP": 899, + "IoU": 0.8142512996069482, + "TN": 1218737, + "TP": 6422, + "n_pred": 7321, + "n_ref": 6988 + }, + "7": { + "Dice": 0.9681770889391167, + "FN": 18768, + "FP": 6955, + "IoU": 0.9383171070931849, + "TN": 809604, + "TP": 391297, + "n_pred": 398252, + "n_ref": 410065 + }, + "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": 387, + "IoU": 0.0, + "TN": 1226237, + "TP": 0, + "n_pred": 387, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9178815712331444, + "FN": 3503, + "FP": 699, + "IoU": 0.8482265404897782, + "TN": 2075098, + "TP": 23484, + "n_pred": 24183, + "n_ref": 26987 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1477, + "IoU": 0.0, + "TN": 2101307, + "TP": 0, + "n_pred": 1477, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 249, + "FP": 0, + "IoU": 0.0, + "TN": 2102535, + "TP": 0, + "n_pred": 0, + "n_ref": 249 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 2101864, + "TP": 0, + "n_pred": 920, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 924, + "FP": 0, + "IoU": 0.0, + "TN": 2101860, + "TP": 0, + "n_pred": 0, + "n_ref": 924 + }, + "14": { + "Dice": 0.8397614960333987, + "FN": 4150, + "FP": 43175, + "IoU": 0.7237835093064383, + "TN": 1931451, + "TP": 124008, + "n_pred": 167183, + "n_ref": 128158 + }, + "15": { + "Dice": 0.8267724151271884, + "FN": 476, + "FP": 1315, + "IoU": 0.7046990931574608, + "TN": 2096719, + "TP": 4274, + "n_pred": 5589, + "n_ref": 4750 + }, + "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": 0.0, + "FN": 0, + "FP": 28355, + "IoU": 0.0, + "TN": 2074429, + "TP": 0, + "n_pred": 28355, + "n_ref": 0 + }, + "5": { + "Dice": 0.8437373053486797, + "FN": 1697, + "FP": 611, + "IoU": 0.7297107389624078, + "TN": 2094245, + "TP": 6231, + "n_pred": 6842, + "n_ref": 7928 + }, + "6": { + "Dice": 0.8505607777019674, + "FN": 40788, + "FP": 12216, + "IoU": 0.7399789055409748, + "TN": 1898939, + "TP": 150841, + "n_pred": 163057, + "n_ref": 191629 + }, + "7": { + "Dice": 0.7382651266959113, + "FN": 56972, + "FP": 56154, + "IoU": 0.5851190628999784, + "TN": 1830113, + "TP": 159545, + "n_pred": 215699, + "n_ref": 216517 + }, + "8": { + "Dice": 0.6891329283317048, + "FN": 27439, + "FP": 1831, + "IoU": 0.5257077115032489, + "TN": 2041071, + "TP": 32443, + "n_pred": 34274, + "n_ref": 59882 + }, + "9": { + "Dice": 0.8680696790167124, + "FN": 1295, + "FP": 1689, + "IoU": 0.766893211467854, + "TN": 2089983, + "TP": 9817, + "n_pred": 11506, + "n_ref": 11112 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.6659445553938327, + "FN": 3903, + "FP": 15835, + "IoU": 0.4991880645488684, + "TN": 1187212, + "TP": 19674, + "n_pred": 35509, + "n_ref": 23577 + }, + "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": 0.45209821639778586, + "FN": 14877, + "FP": 8285, + "IoU": 0.2920716425209365, + "TN": 1193906, + "TP": 9556, + "n_pred": 17841, + "n_ref": 24433 + }, + "14": { + "Dice": 0.8562706547919118, + "FN": 1763, + "FP": 8501, + "IoU": 0.7486654586414614, + "TN": 1185786, + "TP": 30574, + "n_pred": 39075, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8774493337812115, + "FN": 16150, + "FP": 1362, + "IoU": 0.7816567752231809, + "TN": 1146420, + "TP": 62692, + "n_pred": 64054, + "n_ref": 78842 + }, + "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": 0.9025602246948256, + "FN": 1433, + "FP": 2175, + "IoU": 0.8224234668766611, + "TN": 1206306, + "TP": 16710, + "n_pred": 18885, + "n_ref": 18143 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747493083640806, + "FN": 13319, + "FP": 4625, + "IoU": 0.9507424050685033, + "TN": 862335, + "TP": 346345, + "n_pred": 350970, + "n_ref": 359664 + }, + "7": { + "Dice": 0.44869246062089, + "FN": 5581, + "FP": 8839, + "IoU": 0.28923501577287064, + "TN": 1206336, + "TP": 5868, + "n_pred": 14707, + "n_ref": 11449 + }, + "8": { + "Dice": 0.938513217467504, + "FN": 313, + "FP": 108, + "IoU": 0.8841496973032471, + "TN": 1222990, + "TP": 3213, + "n_pred": 3321, + "n_ref": 3526 + }, + "9": { + "Dice": 0.7756372258446947, + "FN": 511, + "FP": 1003, + "IoU": 0.6335027838295813, + "TN": 1222493, + "TP": 2617, + "n_pred": 3620, + "n_ref": 3128 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.788082156421697, + "FN": 4989, + "FP": 6505, + "IoU": 0.6502768818840139, + "TN": 668062, + "TP": 21372, + "n_pred": 27877, + "n_ref": 26361 + }, + "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": 0.5147241236734507, + "FN": 1197, + "FP": 9366, + "IoU": 0.34655119084441693, + "TN": 684763, + "TP": 5602, + "n_pred": 14968, + "n_ref": 6799 + }, + "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": 40, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 40, + "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": 588, + "FP": 5078, + "IoU": 0.0, + "TN": 695262, + "TP": 0, + "n_pred": 5078, + "n_ref": 588 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9438657684678555, + "FN": 7996, + "FP": 3720, + "IoU": 0.8936986798530145, + "TN": 590713, + "TP": 98499, + "n_pred": 102219, + "n_ref": 106495 + }, + "7": { + "Dice": 0.9537310946573918, + "FN": 12700, + "FP": 3410, + "IoU": 0.9115544672954663, + "TN": 518782, + "TP": 166036, + "n_pred": 169446, + "n_ref": 178736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5759478948592696, + "FN": 76, + "FP": 1747, + "IoU": 0.40444299248611565, + "TN": 697867, + "TP": 1238, + "n_pred": 2985, + "n_ref": 1314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729842428130387, + "FN": 3384, + "FP": 3354, + "IoU": 0.9473897902774958, + "TN": 1974710, + "TP": 121336, + "n_pred": 124690, + "n_ref": 124720 + }, + "10": { + "Dice": 0.7047985843655667, + "FN": 3034, + "FP": 2638, + "IoU": 0.5441613758739854, + "TN": 2090341, + "TP": 6771, + "n_pred": 9409, + "n_ref": 9805 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.27505486466715434, + "FN": 839, + "FP": 152, + "IoU": 0.1594571670907549, + "TN": 2101605, + "TP": 188, + "n_pred": 340, + "n_ref": 1027 + }, + "13": { + "Dice": 0.7349912082391359, + "FN": 7441, + "FP": 5219, + "IoU": 0.5810166799046863, + "TN": 2072568, + "TP": 17556, + "n_pred": 22775, + "n_ref": 24997 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 2102651, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 2102735, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8442501167381246, + "FN": 1853, + "FP": 1816, + "IoU": 0.7304782193491516, + "TN": 2089171, + "TP": 9944, + "n_pred": 11760, + "n_ref": 11797 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5520, + "IoU": 0.0, + "TN": 2097264, + "TP": 0, + "n_pred": 5520, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9824846223656347, + "FN": 3879, + "FP": 6543, + "IoU": 0.9655722596053792, + "TN": 1800063, + "TP": 292299, + "n_pred": 298842, + "n_ref": 296178 + }, + "7": { + "Dice": 0.9652505134671581, + "FN": 7637, + "FP": 3648, + "IoU": 0.9328349769966492, + "TN": 1934765, + "TP": 156734, + "n_pred": 160382, + "n_ref": 164371 + }, + "8": { + "Dice": 0.9342051070840197, + "FN": 354, + "FP": 924, + "IoU": 0.8765336682446141, + "TN": 2092433, + "TP": 9073, + "n_pred": 9997, + "n_ref": 9427 + }, + "9": { + "Dice": 0.917705088265836, + "FN": 931, + "FP": 1605, + "IoU": 0.8479251619093308, + "TN": 2086108, + "TP": 14140, + "n_pred": 15745, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9331603929793576, + "FN": 13087, + "FP": 1445, + "IoU": 0.8746960525635056, + "TN": 2337274, + "TP": 101442, + "n_pred": 102887, + "n_ref": 114529 + }, + "10": { + "Dice": 0.5775525973797899, + "FN": 30949, + "FP": 17161, + "IoU": 0.4060273837302616, + "TN": 2372251, + "TP": 32887, + "n_pred": 50048, + "n_ref": 63836 + }, + "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": 0.5796575180629998, + "FN": 13712, + "FP": 20089, + "IoU": 0.4081110897087923, + "TN": 2396141, + "TP": 23306, + "n_pred": 43395, + "n_ref": 37018 + }, + "14": { + "Dice": 0.9061436358901133, + "FN": 2760, + "FP": 7691, + "IoU": 0.8283936224364132, + "TN": 2392347, + "TP": 50450, + "n_pred": 58141, + "n_ref": 53210 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7371, + "IoU": 0.0, + "TN": 2445877, + "TP": 0, + "n_pred": 7371, + "n_ref": 0 + }, + "2": { + "Dice": 0.9194568336832689, + "FN": 8177, + "FP": 4789, + "IoU": 0.850920964886058, + "TN": 2366274, + "TP": 74008, + "n_pred": 78797, + "n_ref": 82185 + }, + "3": { + "Dice": 0.9066411610595916, + "FN": 4631, + "FP": 6594, + "IoU": 0.8292256199604442, + "TN": 2387518, + "TP": 54505, + "n_pred": 61099, + "n_ref": 59136 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.35603345280764637, + "FN": 530, + "FP": 9, + "IoU": 0.21656976744186046, + "TN": 2452560, + "TP": 149, + "n_pred": 158, + "n_ref": 679 + }, + "6": { + "Dice": 0.9688240661566803, + "FN": 6471, + "FP": 15259, + "IoU": 0.9395332400221498, + "TN": 2093877, + "TP": 337641, + "n_pred": 352900, + "n_ref": 344112 + }, + "7": { + "Dice": 0.8428460879188544, + "FN": 85179, + "FP": 9254, + "IoU": 0.7283785494040222, + "TN": 2105584, + "TP": 253231, + "n_pred": 262485, + "n_ref": 338410 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 2453153, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "9": { + "Dice": 0.7533522958147094, + "FN": 4229, + "FP": 1841, + "IoU": 0.6043024771838331, + "TN": 2437908, + "TP": 9270, + "n_pred": 11111, + "n_ref": 13499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9068737325221475, + "FN": 1090, + "FP": 2400, + "IoU": 0.8296148025191622, + "TN": 1556605, + "TP": 16993, + "n_pred": 19393, + "n_ref": 18083 + }, + "10": { + "Dice": 0.5883874518436985, + "FN": 10249, + "FP": 4709, + "IoU": 0.4168193691761862, + "TN": 1551439, + "TP": 10691, + "n_pred": 15400, + "n_ref": 20940 + }, + "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": 0.3313640217718334, + "FN": 48486, + "FP": 406, + "IoU": 0.19858376907567984, + "TN": 1516081, + "TP": 12115, + "n_pred": 12521, + "n_ref": 60601 + }, + "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": 0.8886149925909512, + "FN": 1880, + "FP": 6163, + "IoU": 0.7995563973483527, + "TN": 1536962, + "TP": 32083, + "n_pred": 38246, + "n_ref": 33963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8888391422142627, + "FN": 10056, + "FP": 9310, + "IoU": 0.7999194139951028, + "TN": 1480297, + "TP": 77425, + "n_pred": 86735, + "n_ref": 87481 + }, + "7": { + "Dice": 0.7935156309324619, + "FN": 109720, + "FP": 47994, + "IoU": 0.6577090025175797, + "TN": 1116328, + "TP": 303046, + "n_pred": 351040, + "n_ref": 412766 + }, + "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": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8840745475341452, + "FN": 16350, + "FP": 23279, + "IoU": 0.7922344145665019, + "TN": 2437741, + "TP": 151110, + "n_pred": 174389, + "n_ref": 167460 + }, + "10": { + "Dice": 0.8582223017079496, + "FN": 2255, + "FP": 4087, + "IoU": 0.7516544621529545, + "TN": 2602943, + "TP": 19195, + "n_pred": 23282, + "n_ref": 21450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3764188941779568, + "FN": 1417, + "FP": 286, + "IoU": 0.2318448353631033, + "TN": 2626263, + "TP": 514, + "n_pred": 800, + "n_ref": 1931 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8534105029102086, + "FN": 20185, + "FP": 6713, + "IoU": 0.7443034364751177, + "TN": 2523285, + "TP": 78297, + "n_pred": 85010, + "n_ref": 98482 + }, + "15": { + "Dice": 0.005843436209154717, + "FN": 4512, + "FP": 25091, + "IoU": 0.0029302795554058607, + "TN": 2598790, + "TP": 87, + "n_pred": 25178, + "n_ref": 4599 + }, + "2": { + "Dice": 0.9061154177433247, + "FN": 20, + "FP": 89, + "IoU": 0.8283464566929134, + "TN": 2627845, + "TP": 526, + "n_pred": 615, + "n_ref": 546 + }, + "3": { + "Dice": 0.9546888158655196, + "FN": 1965, + "FP": 3523, + "IoU": 0.9133058464843689, + "TN": 2565177, + "TP": 57815, + "n_pred": 61338, + "n_ref": 59780 + }, + "4": { + "Dice": 0.17788652294670018, + "FN": 1134, + "FP": 11298, + "IoU": 0.09762647891413224, + "TN": 2614703, + "TP": 1345, + "n_pred": 12643, + "n_ref": 2479 + }, + "5": { + "Dice": 0.7826591271567348, + "FN": 1394, + "FP": 105, + "IoU": 0.6429252024773702, + "TN": 2624282, + "TP": 2699, + "n_pred": 2804, + "n_ref": 4093 + }, + "6": { + "Dice": 0.9371831933345538, + "FN": 59875, + "FP": 13898, + "IoU": 0.8817918454591777, + "TN": 2004386, + "TP": 550321, + "n_pred": 564219, + "n_ref": 610196 + }, + "7": { + "Dice": 0.8988253072163773, + "FN": 11118, + "FP": 3076, + "IoU": 0.8162422484885362, + "TN": 2551237, + "TP": 63049, + "n_pred": 66125, + "n_ref": 74167 + }, + "8": { + "Dice": 0.958179927025376, + "FN": 1609, + "FP": 924, + "IoU": 0.9197172831289024, + "TN": 2596929, + "TP": 29018, + "n_pred": 29942, + "n_ref": 30627 + }, + "9": { + "Dice": 0.6033834586466166, + "FN": 3413, + "FP": 1651, + "IoU": 0.43203230148048455, + "TN": 2619564, + "TP": 3852, + "n_pred": 5503, + "n_ref": 7265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8338028169014085, + "FN": 59, + "FP": 0, + "IoU": 0.714975845410628, + "TN": 1226417, + "TP": 148, + "n_pred": 148, + "n_ref": 207 + }, + "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": 0.7974337400084139, + "FN": 272, + "FP": 1654, + "IoU": 0.6631100227391988, + "TN": 1220907, + "TP": 3791, + "n_pred": 5445, + "n_ref": 4063 + }, + "3": { + "Dice": 0.9589956687113866, + "FN": 6584, + "FP": 2741, + "IoU": 0.9212215933091155, + "TN": 1108254, + "TP": 109045, + "n_pred": 111786, + "n_ref": 115629 + }, + "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": 0.975559563971552, + "FN": 2171, + "FP": 7544, + "IoU": 0.9522852961111166, + "TN": 1023018, + "TP": 193891, + "n_pred": 201435, + "n_ref": 196062 + }, + "7": { + "Dice": 0.9241656306780147, + "FN": 224, + "FP": 1362, + "IoU": 0.8590222222222222, + "TN": 1215374, + "TP": 9664, + "n_pred": 11026, + "n_ref": 9888 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.3697916666666667, + "FN": 242, + "FP": 0, + "IoU": 0.2268370607028754, + "TN": 1576775, + "TP": 71, + "n_pred": 71, + "n_ref": 313 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1577080, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 1576851, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "13": { + "Dice": 0.677570093457944, + "FN": 78, + "FP": 60, + "IoU": 0.5123674911660777, + "TN": 1576805, + "TP": 145, + "n_pred": 205, + "n_ref": 223 + }, + "14": { + "Dice": 0.9425112513929902, + "FN": 2681, + "FP": 14704, + "IoU": 0.8912730775003752, + "TN": 1417192, + "TP": 142511, + "n_pred": 157215, + "n_ref": 145192 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 33928, + "IoU": 0.0, + "TN": 1543160, + "TP": 0, + "n_pred": 33928, + "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": 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": 0.6358024691358025, + "FN": 1, + "FP": 235, + "IoU": 0.4660633484162896, + "TN": 1576646, + "TP": 206, + "n_pred": 441, + "n_ref": 207 + }, + "6": { + "Dice": 0.9745196302934601, + "FN": 5589, + "FP": 9466, + "IoU": 0.9503054949480279, + "TN": 1274137, + "TP": 287896, + "n_pred": 297362, + "n_ref": 293485 + }, + "7": { + "Dice": 0.9887204343319117, + "FN": 3159, + "FP": 1607, + "IoU": 0.9776924877135502, + "TN": 1363438, + "TP": 208884, + "n_pred": 210491, + "n_ref": 212043 + }, + "8": { + "Dice": 0.638092638092638, + "FN": 4256, + "FP": 3698, + "IoU": 0.4685286649739409, + "TN": 1562122, + "TP": 7012, + "n_pred": 10710, + "n_ref": 11268 + }, + "9": { + "Dice": 0.7905908958522503, + "FN": 11054, + "FP": 1169, + "IoU": 0.653700135992747, + "TN": 1541792, + "TP": 23073, + "n_pred": 24242, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.4281767955801105, + "FN": 828, + "FP": 0, + "IoU": 0.27240773286467485, + "TN": 875022, + "TP": 310, + "n_pred": 310, + "n_ref": 1138 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.47191011235955055, + "FN": 21, + "FP": 26, + "IoU": 0.3088235294117647, + "TN": 876092, + "TP": 21, + "n_pred": 47, + "n_ref": 42 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8972972972972973, + "FN": 209, + "FP": 2926, + "IoU": 0.8137254901960784, + "TN": 859330, + "TP": 13695, + "n_pred": 16621, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.8835380835380835, + "FN": 140, + "FP": 1756, + "IoU": 0.7913732394366197, + "TN": 867072, + "TP": 7192, + "n_pred": 8948, + "n_ref": 7332 + }, + "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": 781, + "FP": 0, + "IoU": 0.0, + "TN": 875379, + "TP": 0, + "n_pred": 0, + "n_ref": 781 + }, + "6": { + "Dice": 0.9625855755452953, + "FN": 486, + "FP": 219, + "IoU": 0.9278698588090853, + "TN": 866386, + "TP": 9069, + "n_pred": 9288, + "n_ref": 9555 + }, + "7": { + "Dice": 0.978691085221329, + "FN": 3064, + "FP": 1397, + "IoU": 0.9582713624245826, + "TN": 769255, + "TP": 102444, + "n_pred": 103841, + "n_ref": 105508 + }, + "8": { + "Dice": 0.0, + "FN": 2595, + "FP": 0, + "IoU": 0.0, + "TN": 873565, + "TP": 0, + "n_pred": 0, + "n_ref": 2595 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9161795758484561, + "FN": 10146, + "FP": 810, + "IoU": 0.8453241472780664, + "TN": 1506256, + "TP": 59876, + "n_pred": 60686, + "n_ref": 70022 + }, + "10": { + "Dice": 0.7250030299357654, + "FN": 6982, + "FP": 6632, + "IoU": 0.5686311787072243, + "TN": 1545528, + "TP": 17946, + "n_pred": 24578, + "n_ref": 24928 + }, + "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": 10, + "IoU": 0.0, + "TN": 1577078, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.4366636931311329, + "FN": 6971, + "FP": 8185, + "IoU": 0.27931526390870187, + "TN": 1556058, + "TP": 5874, + "n_pred": 14059, + "n_ref": 12845 + }, + "14": { + "Dice": 0.5830176437346951, + "FN": 804, + "FP": 39042, + "IoU": 0.4114501787244099, + "TN": 1509386, + "TP": 27856, + "n_pred": 66898, + "n_ref": 28660 + }, + "15": { + "Dice": 0.7896098242911794, + "FN": 22982, + "FP": 2151, + "IoU": 0.6523597432776364, + "TN": 1504792, + "TP": 47163, + "n_pred": 49314, + "n_ref": 70145 + }, + "2": { + "Dice": 0.726870708716397, + "FN": 1032, + "FP": 6009, + "IoU": 0.5709323583180987, + "TN": 1560678, + "TP": 9369, + "n_pred": 15378, + "n_ref": 10401 + }, + "3": { + "Dice": 0.8796923405619058, + "FN": 10148, + "FP": 1114, + "IoU": 0.7852238919826073, + "TN": 1524652, + "TP": 41174, + "n_pred": 42288, + "n_ref": 51322 + }, + "4": { + "Dice": 0.6253043054879321, + "FN": 1515, + "FP": 9259, + "IoU": 0.4548674357417527, + "TN": 1557324, + "TP": 8990, + "n_pred": 18249, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9050183042213337, + "FN": 31968, + "FP": 10245, + "IoU": 0.8265145506179029, + "TN": 1333765, + "TP": 201110, + "n_pred": 211355, + "n_ref": 233078 + }, + "7": { + "Dice": 0.8980139939218319, + "FN": 531, + "FP": 3798, + "IoU": 0.8149050795279631, + "TN": 1553700, + "TP": 19059, + "n_pred": 22857, + "n_ref": 19590 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.8923476941966704, + "FN": 3688, + "FP": 2274, + "IoU": 0.8056207616066771, + "TN": 1546416, + "TP": 24710, + "n_pred": 26984, + "n_ref": 28398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757152945515718, + "FN": 3203, + "FP": 2196, + "IoU": 0.9525821183910065, + "TN": 937532, + "TP": 108461, + "n_pred": 110657, + "n_ref": 111664 + }, + "10": { + "Dice": 0.831700653991556, + "FN": 2791, + "FP": 3308, + "IoU": 0.7118900278709434, + "TN": 1030223, + "TP": 15070, + "n_pred": 18378, + "n_ref": 17861 + }, + "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": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6329697614613816, + "FN": 12167, + "FP": 4389, + "IoU": 0.4630254281266217, + "TN": 1020560, + "TP": 14276, + "n_pred": 18665, + "n_ref": 26443 + }, + "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": 8349, + "IoU": 0.0, + "TN": 1043043, + "TP": 0, + "n_pred": 8349, + "n_ref": 0 + }, + "3": { + "Dice": 0.8523140666491063, + "FN": 16912, + "FP": 3833, + "IoU": 0.7426370245391162, + "TN": 970786, + "TP": 59861, + "n_pred": 63694, + "n_ref": 76773 + }, + "4": { + "Dice": 0.7456122573061489, + "FN": 672, + "FP": 11880, + "IoU": 0.5944033347335768, + "TN": 1020445, + "TP": 18395, + "n_pred": 30275, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.94476323189091, + "FN": 2698, + "FP": 8401, + "IoU": 0.8953092428572776, + "TN": 945375, + "TP": 94918, + "n_pred": 103319, + "n_ref": 97616 + }, + "7": { + "Dice": 0.9534541648984166, + "FN": 2652, + "FP": 8645, + "IoU": 0.9110486449032299, + "TN": 924390, + "TP": 115705, + "n_pred": 124350, + "n_ref": 118357 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.8087251164760695, + "FN": 317, + "FP": 4199, + "IoU": 0.6788736400483538, + "TN": 1212561, + "TP": 9547, + "n_pred": 13746, + "n_ref": 9864 + }, + "7": { + "Dice": 0.9682030238076134, + "FN": 3542, + "FP": 2006, + "IoU": 0.9383658279175693, + "TN": 1136609, + "TP": 84467, + "n_pred": 86473, + "n_ref": 88009 + }, + "8": { + "Dice": 0.05604241047279022, + "FN": 835, + "FP": 7890, + "IoU": 0.028829029385574353, + "TN": 1217640, + "TP": 259, + "n_pred": 8149, + "n_ref": 1094 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8400822136327382, + "FN": 1604, + "FP": 8822, + "IoU": 0.724260135939277, + "TN": 1364045, + "TP": 27385, + "n_pred": 36207, + "n_ref": 28989 + }, + "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": 0.7255379927632832, + "FN": 3550, + "FP": 10862, + "IoU": 0.5692896207525179, + "TN": 1368395, + "TP": 19049, + "n_pred": 29911, + "n_ref": 22599 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9459770985301665, + "FN": 3135, + "FP": 3286, + "IoU": 0.897491977841281, + "TN": 1339217, + "TP": 56218, + "n_pred": 59504, + "n_ref": 59353 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1291, + "IoU": 0.0, + "TN": 1400565, + "TP": 0, + "n_pred": 1291, + "n_ref": 0 + }, + "4": { + "Dice": 0.9090745772607847, + "FN": 7731, + "FP": 367, + "IoU": 0.8333058871963771, + "TN": 1353276, + "TP": 40482, + "n_pred": 40849, + "n_ref": 48213 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9475398559520919, + "FN": 5681, + "FP": 4691, + "IoU": 0.9003094903981085, + "TN": 1297814, + "TP": 93670, + "n_pred": 98361, + "n_ref": 99351 + }, + "7": { + "Dice": 0.8663192252898851, + "FN": 1869, + "FP": 5544, + "IoU": 0.764165049470302, + "TN": 1370423, + "TP": 24020, + "n_pred": 29564, + "n_ref": 25889 + }, + "8": { + "Dice": 0.8972721996517702, + "FN": 45, + "FP": 309, + "IoU": 0.8136842105263158, + "TN": 1399956, + "TP": 1546, + "n_pred": 1855, + "n_ref": 1591 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9019687767496841, + "FN": 1207, + "FP": 1198, + "IoU": 0.8214418293859975, + "TN": 1388387, + "TP": 11064, + "n_pred": 12262, + "n_ref": 12271 + }, + "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": 0.6603487490523123, + "FN": 1776, + "FP": 9872, + "IoU": 0.49292586304470853, + "TN": 1378885, + "TP": 11323, + "n_pred": 21195, + "n_ref": 13099 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1401812, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9652378809139287, + "FN": 341, + "FP": 2285, + "IoU": 0.9328113806161089, + "TN": 1362772, + "TP": 36458, + "n_pred": 38743, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9224858943433052, + "FN": 7523, + "FP": 3756, + "IoU": 0.8561241931780493, + "TN": 1323462, + "TP": 67115, + "n_pred": 70871, + "n_ref": 74638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9666381117665422, + "FN": 7751, + "FP": 14798, + "IoU": 0.9354303877212072, + "TN": 1052636, + "TP": 326671, + "n_pred": 341469, + "n_ref": 334422 + }, + "7": { + "Dice": 0.93027814075042, + "FN": 1968, + "FP": 1020, + "IoU": 0.8696448826454934, + "TN": 1378934, + "TP": 19934, + "n_pred": 20954, + "n_ref": 21902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9214659685863874, + "FN": 211, + "FP": 734, + "IoU": 0.8543689320388349, + "TN": 1395367, + "TP": 5544, + "n_pred": 6278, + "n_ref": 5755 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.27380952380952384, + "FN": 122, + "FP": 0, + "IoU": 0.15862068965517243, + "TN": 700783, + "TP": 23, + "n_pred": 23, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46258503401360546, + "FN": 219, + "FP": 18, + "IoU": 0.3008849557522124, + "TN": 700589, + "TP": 102, + "n_pred": 120, + "n_ref": 321 + }, + "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": 0.6921428571428572, + "FN": 3320, + "FP": 990, + "IoU": 0.529219006007646, + "TN": 691773, + "TP": 4845, + "n_pred": 5835, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9195216145508908, + "FN": 544, + "FP": 748, + "IoU": 0.8510319381990085, + "TN": 692255, + "TP": 7381, + "n_pred": 8129, + "n_ref": 7925 + }, + "7": { + "Dice": 0.8849784212724489, + "FN": 1181, + "FP": 2950, + "IoU": 0.7936872596514009, + "TN": 680905, + "TP": 15892, + "n_pred": 18842, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9605664815092829, + "FN": 1237, + "FP": 339, + "IoU": 0.9241249819459824, + "TN": 680157, + "TP": 19195, + "n_pred": 19534, + "n_ref": 20432 + }, + "9": { + "Dice": 0.8102564102564103, + "FN": 260, + "FP": 36, + "IoU": 0.6810344827586207, + "TN": 700000, + "TP": 632, + "n_pred": 668, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.8486913215394929, + "FN": 5718, + "FP": 5341, + "IoU": 0.7371535865380044, + "TN": 1710246, + "TP": 31015, + "n_pred": 36356, + "n_ref": 36733 + }, + "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": 0.7790484903934126, + "FN": 9420, + "FP": 2172, + "IoU": 0.6380666916448108, + "TN": 1720292, + "TP": 20436, + "n_pred": 22608, + "n_ref": 29856 + }, + "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": 0.9045936395759717, + "FN": 61, + "FP": 74, + "IoU": 0.8258064516129032, + "TN": 1751545, + "TP": 640, + "n_pred": 714, + "n_ref": 701 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8038794506281325, + "FN": 1303, + "FP": 4723, + "IoU": 0.6720722681758816, + "TN": 1733944, + "TP": 12350, + "n_pred": 17073, + "n_ref": 13653 + }, + "5": { + "Dice": 0.799920445505171, + "FN": 305, + "FP": 701, + "IoU": 0.6665561816373882, + "TN": 1749303, + "TP": 2011, + "n_pred": 2712, + "n_ref": 2316 + }, + "6": { + "Dice": 0.9606265052054136, + "FN": 16281, + "FP": 13850, + "IoU": 0.9242360999356293, + "TN": 1354624, + "TP": 367565, + "n_pred": 381415, + "n_ref": 383846 + }, + "7": { + "Dice": 0.753418479633438, + "FN": 2259, + "FP": 25079, + "IoU": 0.6043876532133192, + "TN": 1683217, + "TP": 41765, + "n_pred": 66844, + "n_ref": 44024 + }, + "8": { + "Dice": 0.8968253968253969, + "FN": 35, + "FP": 17, + "IoU": 0.8129496402877698, + "TN": 1752042, + "TP": 226, + "n_pred": 243, + "n_ref": 261 + }, + "9": { + "Dice": 0.839176785816088, + "FN": 3327, + "FP": 2315, + "IoU": 0.7229152342598959, + "TN": 1731958, + "TP": 14720, + "n_pred": 17035, + "n_ref": 18047 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490920589032433, + "FN": 2469, + "FP": 2039, + "IoU": 0.9031162690737159, + "TN": 4859966, + "TP": 42022, + "n_pred": 44061, + "n_ref": 44491 + }, + "10": { + "Dice": 0.47011077158135983, + "FN": 453, + "FP": 10645, + "IoU": 0.30728418950127956, + "TN": 4890475, + "TP": 4923, + "n_pred": 15568, + "n_ref": 5376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 4906482, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "13": { + "Dice": 0.7427790788446527, + "FN": 85, + "FP": 1233, + "IoU": 0.5908103073579634, + "TN": 4903275, + "TP": 1903, + "n_pred": 3136, + "n_ref": 1988 + }, + "14": { + "Dice": 0.5591115212073016, + "FN": 15369, + "FP": 129887, + "IoU": 0.38803247401615276, + "TN": 4669137, + "TP": 92103, + "n_pred": 221990, + "n_ref": 107472 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7907746995771939, + "FN": 33827, + "FP": 664, + "IoU": 0.6539515004364359, + "TN": 4806825, + "TP": 65180, + "n_pred": 65844, + "n_ref": 99007 + }, + "3": { + "Dice": 0.8359007809568061, + "FN": 5197, + "FP": 31533, + "IoU": 0.7180666108889383, + "TN": 4776217, + "TP": 93549, + "n_pred": 125082, + "n_ref": 98746 + }, + "4": { + "Dice": 0.0, + "FN": 25484, + "FP": 3135, + "IoU": 0.0, + "TN": 4877877, + "TP": 0, + "n_pred": 3135, + "n_ref": 25484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 4906431, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "6": { + "Dice": 0.6566717264169031, + "FN": 5009, + "FP": 276136, + "IoU": 0.48883935470616147, + "TN": 4356483, + "TP": 268868, + "n_pred": 545004, + "n_ref": 273877 + }, + "7": { + "Dice": 0.9398371890350182, + "FN": 6395, + "FP": 17905, + "IoU": 0.8865026949771604, + "TN": 4692394, + "TP": 189802, + "n_pred": 207707, + "n_ref": 196197 + }, + "8": { + "Dice": 0.7168262653898769, + "FN": 56, + "FP": 151, + "IoU": 0.55863539445629, + "TN": 4906027, + "TP": 262, + "n_pred": 413, + "n_ref": 318 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.904943571280205, + "FN": 2245, + "FP": 25213, + "IoU": 0.826389898772754, + "TN": 1418929, + "TP": 130701, + "n_pred": 155914, + "n_ref": 132946 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2661, + "IoU": 0.0, + "TN": 1574427, + "TP": 0, + "n_pred": 2661, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 1576590, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "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": 1651, + "IoU": 0.0, + "TN": 1575437, + "TP": 0, + "n_pred": 1651, + "n_ref": 0 + }, + "14": { + "Dice": 0.7648129661166245, + "FN": 3855, + "FP": 20175, + "IoU": 0.6191879813635067, + "TN": 1513986, + "TP": 39072, + "n_pred": 59247, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6451818761965539, + "FN": 5691, + "FP": 2093, + "IoU": 0.47621290626471974, + "TN": 1562227, + "TP": 7077, + "n_pred": 9170, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3712, + "IoU": 0.0, + "TN": 1573376, + "TP": 0, + "n_pred": 3712, + "n_ref": 0 + }, + "3": { + "Dice": 0.0032430241199918925, + "FN": 73, + "FP": 14680, + "IoU": 0.001624145631724978, + "TN": 1562311, + "TP": 24, + "n_pred": 14704, + "n_ref": 97 + }, + "4": { + "Dice": 0.022810590631364563, + "FN": 2399, + "FP": 0, + "IoU": 0.011536876802637, + "TN": 1574661, + "TP": 28, + "n_pred": 28, + "n_ref": 2427 + }, + "5": { + "Dice": 0.0, + "FN": 350, + "FP": 69, + "IoU": 0.0, + "TN": 1576669, + "TP": 0, + "n_pred": 69, + "n_ref": 350 + }, + "6": { + "Dice": 0.7299836429979449, + "FN": 347463, + "FP": 189, + "IoU": 0.574782867144414, + "TN": 759501, + "TP": 469935, + "n_pred": 470124, + "n_ref": 817398 + }, + "7": { + "Dice": 0.6563355449357398, + "FN": 2937, + "FP": 4470, + "IoU": 0.48846685082872926, + "TN": 1562608, + "TP": 7073, + "n_pred": 11543, + "n_ref": 10010 + }, + "8": { + "Dice": 0.898876404494382, + "FN": 13, + "FP": 32, + "IoU": 0.8163265306122449, + "TN": 1576843, + "TP": 200, + "n_pred": 232, + "n_ref": 213 + }, + "9": { + "Dice": 0.47183748845798706, + "FN": 1946, + "FP": 7206, + "IoU": 0.30876132930513595, + "TN": 1563848, + "TP": 4088, + "n_pred": 11294, + "n_ref": 6034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 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": 0.9423038498733226, + "FN": 2026, + "FP": 5193, + "IoU": 0.8909022215505517, + "TN": 634758, + "TP": 58951, + "n_pred": 64144, + "n_ref": 60977 + }, + "15": { + "Dice": 0.07256097560975609, + "FN": 100, + "FP": 2942, + "IoU": 0.037646314457450175, + "TN": 697767, + "TP": 119, + "n_pred": 3061, + "n_ref": 219 + }, + "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": 0.7507977951842182, + "FN": 1701, + "FP": 17, + "IoU": 0.6010218300046447, + "TN": 696622, + "TP": 2588, + "n_pred": 2605, + "n_ref": 4289 + }, + "7": { + "Dice": 0.6554530656538253, + "FN": 7, + "FP": 1898, + "IoU": 0.48748991121872476, + "TN": 697211, + "TP": 1812, + "n_pred": 3710, + "n_ref": 1819 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7207719315006329, + "FN": 16902, + "FP": 6480, + "IoU": 0.5634428678117999, + "TN": 2750152, + "TP": 30178, + "n_pred": 36658, + "n_ref": 47080 + }, + "10": { + "Dice": 0.44165331816344555, + "FN": 27608, + "FP": 9689, + "IoU": 0.28341146633876424, + "TN": 2751664, + "TP": 14751, + "n_pred": 24440, + "n_ref": 42359 + }, + "11": { + "Dice": 0.0, + "FN": 111, + "FP": 0, + "IoU": 0.0, + "TN": 2803601, + "TP": 0, + "n_pred": 0, + "n_ref": 111 + }, + "12": { + "Dice": 0.5136685791427608, + "FN": 95, + "FP": 1346, + "IoU": 0.3455949137148047, + "TN": 2801510, + "TP": 761, + "n_pred": 2107, + "n_ref": 856 + }, + "13": { + "Dice": 0.2858424357553691, + "FN": 23328, + "FP": 3740, + "IoU": 0.1667538864091119, + "TN": 2771227, + "TP": 5417, + "n_pred": 9157, + "n_ref": 28745 + }, + "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": 0.08870297011403612, + "FN": 147530, + "FP": 389, + "IoU": 0.04640982993591975, + "TN": 2648594, + "TP": 7199, + "n_pred": 7588, + "n_ref": 154729 + }, + "3": { + "Dice": 0.37774724683121796, + "FN": 2384, + "FP": 142095, + "IoU": 0.232853509475238, + "TN": 2615379, + "TP": 43854, + "n_pred": 185949, + "n_ref": 46238 + }, + "4": { + "Dice": 0.0005551700208188758, + "FN": 7201, + "FP": 0, + "IoU": 0.00027766208524226016, + "TN": 2796509, + "TP": 2, + "n_pred": 2, + "n_ref": 7203 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7519118027644909, + "FN": 291042, + "FP": 12839, + "IoU": 0.6024508559811405, + "TN": 2039326, + "TP": 460505, + "n_pred": 473344, + "n_ref": 751547 + }, + "7": { + "Dice": 0.19110779472303036, + "FN": 83294, + "FP": 13185, + "IoU": 0.10564907857169342, + "TN": 2695836, + "TP": 11397, + "n_pred": 24582, + "n_ref": 94691 + }, + "8": { + "Dice": 0.9165470056592617, + "FN": 715, + "FP": 1261, + "IoU": 0.8459499493256413, + "TN": 2790885, + "TP": 10851, + "n_pred": 12112, + "n_ref": 11566 + }, + "9": { + "Dice": 0.6048011052904265, + "FN": 1929, + "FP": 4936, + "IoU": 0.43348737415415084, + "TN": 2791594, + "TP": 5253, + "n_pred": 10189, + "n_ref": 7182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8577190030497424, + "FN": 42801, + "FP": 11317, + "IoU": 0.7508826683974793, + "TN": 4338793, + "TP": 163121, + "n_pred": 174438, + "n_ref": 205922 + }, + "10": { + "Dice": 0.8491641493186074, + "FN": 9417, + "FP": 1618, + "IoU": 0.7378673064588925, + "TN": 4513935, + "TP": 31062, + "n_pred": 32680, + "n_ref": 40479 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 612, + "FP": 0, + "IoU": 0.0, + "TN": 4555420, + "TP": 0, + "n_pred": 0, + "n_ref": 612 + }, + "13": { + "Dice": 0.6557416933129432, + "FN": 9407, + "FP": 10403, + "IoU": 0.4878092923442873, + "TN": 4517355, + "TP": 18867, + "n_pred": 29270, + "n_ref": 28274 + }, + "14": { + "Dice": 0.8076789761365152, + "FN": 1251, + "FP": 5962, + "IoU": 0.6774005993112393, + "TN": 4533673, + "TP": 15146, + "n_pred": 21108, + "n_ref": 16397 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27983, + "IoU": 0.0, + "TN": 4528049, + "TP": 0, + "n_pred": 27983, + "n_ref": 0 + }, + "2": { + "Dice": 0.9390640312310897, + "FN": 10157, + "FP": 1222, + "IoU": 0.8851279048638172, + "TN": 4456974, + "TP": 87679, + "n_pred": 88901, + "n_ref": 97836 + }, + "3": { + "Dice": 0.9332052112896377, + "FN": 14335, + "FP": 610, + "IoU": 0.8747748125183292, + "TN": 4436687, + "TP": 104400, + "n_pred": 105010, + "n_ref": 118735 + }, + "4": { + "Dice": 0.632996632996633, + "FN": 3717, + "FP": 1188, + "IoU": 0.4630541871921182, + "TN": 4546897, + "TP": 4230, + "n_pred": 5418, + "n_ref": 7947 + }, + "5": { + "Dice": 0.6231492210634737, + "FN": 8590, + "FP": 191, + "IoU": 0.4525902375163643, + "TN": 4539991, + "TP": 7260, + "n_pred": 7451, + "n_ref": 15850 + }, + "6": { + "Dice": 0.5152576788765222, + "FN": 106389, + "FP": 494246, + "IoU": 0.3470350858502073, + "TN": 3636174, + "TP": 319223, + "n_pred": 813469, + "n_ref": 425612 + }, + "7": { + "Dice": 0.5744448260350107, + "FN": 53606, + "FP": 122350, + "IoU": 0.4029621838046927, + "TN": 4261317, + "TP": 118759, + "n_pred": 241109, + "n_ref": 172365 + }, + "8": { + "Dice": 0.847202632816173, + "FN": 510, + "FP": 140, + "IoU": 0.734910277324633, + "TN": 4553580, + "TP": 1802, + "n_pred": 1942, + "n_ref": 2312 + }, + "9": { + "Dice": 0.855504620963106, + "FN": 5235, + "FP": 4568, + "IoU": 0.7474950415990521, + "TN": 4517209, + "TP": 29020, + "n_pred": 33588, + "n_ref": 34255 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821356917002392, + "FN": 1054, + "FP": 3398, + "IoU": 0.9648984483411126, + "TN": 1625488, + "TP": 122380, + "n_pred": 125778, + "n_ref": 123434 + }, + "10": { + "Dice": 0.8471319379955711, + "FN": 1427, + "FP": 2853, + "IoU": 0.7348038911952414, + "TN": 1736181, + "TP": 11859, + "n_pred": 14712, + "n_ref": 13286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5574468085106383, + "FN": 420, + "FP": 828, + "IoU": 0.3864306784660767, + "TN": 1750286, + "TP": 786, + "n_pred": 1614, + "n_ref": 1206 + }, + "13": { + "Dice": 0.0014953271028037382, + "FN": 2668, + "FP": 3, + "IoU": 0.0007482229704451926, + "TN": 1749647, + "TP": 2, + "n_pred": 5, + "n_ref": 2670 + }, + "14": { + "Dice": 0.8360022087244616, + "FN": 11827, + "FP": 2132, + "IoU": 0.7182163187855788, + "TN": 1702782, + "TP": 35579, + "n_pred": 37711, + "n_ref": 47406 + }, + "15": { + "Dice": 0.0, + "FN": 5812, + "FP": 0, + "IoU": 0.0, + "TN": 1746508, + "TP": 0, + "n_pred": 0, + "n_ref": 5812 + }, + "2": { + "Dice": 0.4019649452325697, + "FN": 102396, + "FP": 30058, + "IoU": 0.251537001039736, + "TN": 1575352, + "TP": 44514, + "n_pred": 74572, + "n_ref": 146910 + }, + "3": { + "Dice": 0.43563476730897943, + "FN": 176640, + "FP": 16457, + "IoU": 0.27847382325136477, + "TN": 1484697, + "TP": 74526, + "n_pred": 90983, + "n_ref": 251166 + }, + "4": { + "Dice": 0.9278619319592749, + "FN": 417, + "FP": 1907, + "IoU": 0.8654313839027215, + "TN": 1735050, + "TP": 14946, + "n_pred": 16853, + "n_ref": 15363 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727168875151356, + "FN": 3577, + "FP": 5188, + "IoU": 0.946882972856684, + "TN": 1587307, + "TP": 156248, + "n_pred": 161436, + "n_ref": 159825 + }, + "7": { + "Dice": 0.894064279284019, + "FN": 4128, + "FP": 4933, + "IoU": 0.808423367232594, + "TN": 1705023, + "TP": 38236, + "n_pred": 43169, + "n_ref": 42364 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734236140499365, + "FN": 1564, + "FP": 948, + "IoU": 0.9482232665512408, + "TN": 1178108, + "TP": 46004, + "n_pred": 46952, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8555316360913515, + "FN": 6431, + "FP": 5917, + "IoU": 0.7475362911470047, + "TN": 1177714, + "TP": 36562, + "n_pred": 42479, + "n_ref": 42993 + }, + "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": 5, + "IoU": 0.0, + "TN": 1226613, + "TP": 0, + "n_pred": 5, + "n_ref": 6 + }, + "13": { + "Dice": 0.7134061423440592, + "FN": 1211, + "FP": 6609, + "IoU": 0.5544921096108927, + "TN": 1209071, + "TP": 9733, + "n_pred": 16342, + "n_ref": 10944 + }, + "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": 0.041708043694141016, + "FN": 22, + "FP": 10593, + "IoU": 0.02129817444219067, + "TN": 1215778, + "TP": 231, + "n_pred": 10824, + "n_ref": 253 + }, + "3": { + "Dice": 0.8923972647158431, + "FN": 13800, + "FP": 1133, + "IoU": 0.805701571770584, + "TN": 1149768, + "TP": 61923, + "n_pred": 63056, + "n_ref": 75723 + }, + "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": 0.9751498560438004, + "FN": 1605, + "FP": 501, + "IoU": 0.9515048241877173, + "TN": 1183197, + "TP": 41321, + "n_pred": 41822, + "n_ref": 42926 + }, + "7": { + "Dice": 0.9619151251360174, + "FN": 1828, + "FP": 1042, + "IoU": 0.9266247379454927, + "TN": 1187510, + "TP": 36244, + "n_pred": 37286, + "n_ref": 38072 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9539670804311452, + "FN": 669, + "FP": 514, + "IoU": 0.9119857153485603, + "TN": 1213183, + "TP": 12258, + "n_pred": 12772, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555811745558117, + "FN": 1200, + "FP": 110, + "IoU": 0.9149405882734888, + "TN": 1211223, + "TP": 14091, + "n_pred": 14201, + "n_ref": 15291 + }, + "10": { + "Dice": 0.9028794533918985, + "FN": 65, + "FP": 134, + "IoU": 0.8229537366548043, + "TN": 1225500, + "TP": 925, + "n_pred": 1059, + "n_ref": 990 + }, + "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": 175, + "FP": 0, + "IoU": 0.0, + "TN": 1226449, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.8869883716795277, + "FN": 5532, + "FP": 824, + "IoU": 0.7969264193744209, + "TN": 1195325, + "TP": 24943, + "n_pred": 25767, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8399787347155768, + "FN": 380, + "FP": 1426, + "IoU": 0.7241063244729606, + "TN": 1220078, + "TP": 4740, + "n_pred": 6166, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7647058823529411, + "FN": 16, + "FP": 0, + "IoU": 0.6190476190476191, + "TN": 1226582, + "TP": 26, + "n_pred": 26, + "n_ref": 42 + }, + "4": { + "Dice": 0.9522624494929223, + "FN": 955, + "FP": 2613, + "IoU": 0.9088749840377985, + "TN": 1187469, + "TP": 35587, + "n_pred": 38200, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823978161398915, + "FN": 5010, + "FP": 3811, + "IoU": 0.9654045870983936, + "TN": 971648, + "TP": 246155, + "n_pred": 249966, + "n_ref": 251165 + }, + "7": { + "Dice": 0.9635486276220087, + "FN": 4746, + "FP": 3027, + "IoU": 0.9296612009990227, + "TN": 1116116, + "TP": 102735, + "n_pred": 105762, + "n_ref": 107481 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759898314584251, + "FN": 2324, + "FP": 2474, + "IoU": 0.9531056052387236, + "TN": 1825237, + "TP": 97517, + "n_pred": 99991, + "n_ref": 99841 + }, + "10": { + "Dice": 0.7271911840082009, + "FN": 3526, + "FP": 732, + "IoU": 0.5713278969092923, + "TN": 1917619, + "TP": 5675, + "n_pred": 6407, + "n_ref": 9201 + }, + "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": 0.7875384790787824, + "FN": 5944, + "FP": 1510, + "IoU": 0.6495368846678264, + "TN": 1906283, + "TP": 13815, + "n_pred": 15325, + "n_ref": 19759 + }, + "14": { + "Dice": 0.6115196970800262, + "FN": 11520, + "FP": 4485, + "IoU": 0.44042374659114747, + "TN": 1898950, + "TP": 12597, + "n_pred": 17082, + "n_ref": 24117 + }, + "15": { + "Dice": 0.7216799156623073, + "FN": 25775, + "FP": 23066, + "IoU": 0.5645533732157664, + "TN": 1815389, + "TP": 63322, + "n_pred": 86388, + "n_ref": 89097 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9589162836756976, + "FN": 985, + "FP": 2251, + "IoU": 0.9210750957293724, + "TN": 1886551, + "TP": 37765, + "n_pred": 40016, + "n_ref": 38750 + }, + "4": { + "Dice": 0.9341387620497209, + "FN": 1492, + "FP": 2662, + "IoU": 0.8764168625234284, + "TN": 1893939, + "TP": 29459, + "n_pred": 32121, + "n_ref": 30951 + }, + "5": { + "Dice": 0.8014705882352942, + "FN": 5, + "FP": 157, + "IoU": 0.6687116564417178, + "TN": 1927063, + "TP": 327, + "n_pred": 484, + "n_ref": 332 + }, + "6": { + "Dice": 0.9378190688188955, + "FN": 4958, + "FP": 4372, + "IoU": 0.8829183816885855, + "TN": 1847864, + "TP": 70358, + "n_pred": 74730, + "n_ref": 75316 + }, + "7": { + "Dice": 0.4310926330526271, + "FN": 3423, + "FP": 50217, + "IoU": 0.274772521395833, + "TN": 1853589, + "TP": 20323, + "n_pred": 70540, + "n_ref": 23746 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.07807807807807808, + "FN": 307, + "FP": 0, + "IoU": 0.040625, + "TN": 1927232, + "TP": 13, + "n_pred": 13, + "n_ref": 320 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8432833960665055, + "FN": 2744, + "FP": 3543, + "IoU": 0.729031980001724, + "TN": 1203422, + "TP": 16915, + "n_pred": 20458, + "n_ref": 19659 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.05569620253164557, + "FN": 373, + "FP": 0, + "IoU": 0.028645833333333332, + "TN": 1226240, + "TP": 11, + "n_pred": 11, + "n_ref": 384 + }, + "13": { + "Dice": 0.7664264138529174, + "FN": 8497, + "FP": 7123, + "IoU": 0.6213057919363832, + "TN": 1185377, + "TP": 25627, + "n_pred": 32750, + "n_ref": 34124 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4157, + "IoU": 0.0, + "TN": 1222467, + "TP": 0, + "n_pred": 4157, + "n_ref": 0 + }, + "15": { + "Dice": 0.8916020102671066, + "FN": 11113, + "FP": 944, + "IoU": 0.8044060152815404, + "TN": 1164981, + "TP": 49586, + "n_pred": 50530, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9464705263527019, + "FN": 4271, + "FP": 1835, + "IoU": 0.8983806813453825, + "TN": 1166537, + "TP": 53981, + "n_pred": 55816, + "n_ref": 58252 + }, + "3": { + "Dice": 0.8791427859456765, + "FN": 63, + "FP": 422, + "IoU": 0.7843485993775011, + "TN": 1224375, + "TP": 1764, + "n_pred": 2186, + "n_ref": 1827 + }, + "4": { + "Dice": 0.7777828239247923, + "FN": 4238, + "FP": 655, + "IoU": 0.6363703923900119, + "TN": 1213168, + "TP": 8563, + "n_pred": 9218, + "n_ref": 12801 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9492220255287431, + "FN": 1603, + "FP": 3302, + "IoU": 0.903351658095407, + "TN": 1175873, + "TP": 45846, + "n_pred": 49148, + "n_ref": 47449 + }, + "7": { + "Dice": 0.7314412352502754, + "FN": 26030, + "FP": 14687, + "IoU": 0.5765923152914262, + "TN": 1130459, + "TP": 55448, + "n_pred": 70135, + "n_ref": 81478 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9085044449689246, + "FN": 1933, + "FP": 393, + "IoU": 0.8323482773533227, + "TN": 1212750, + "TP": 11548, + "n_pred": 11941, + "n_ref": 13481 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703333927616331, + "FN": 1071, + "FP": 2257, + "IoU": 0.9423762856252381, + "TN": 2745958, + "TP": 54426, + "n_pred": 56683, + "n_ref": 55497 + }, + "10": { + "Dice": 0.5461859552559156, + "FN": 65644, + "FP": 3284, + "IoU": 0.3756917586747217, + "TN": 2693305, + "TP": 41479, + "n_pred": 44763, + "n_ref": 107123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2194, + "FP": 15, + "IoU": 0.0, + "TN": 2801503, + "TP": 0, + "n_pred": 15, + "n_ref": 2194 + }, + "13": { + "Dice": 0.7825752661044234, + "FN": 6493, + "FP": 2556, + "IoU": 0.6428120312623352, + "TN": 2778378, + "TP": 16285, + "n_pred": 18841, + "n_ref": 22778 + }, + "14": { + "Dice": 0.7220637990973205, + "FN": 197054, + "FP": 12011, + "IoU": 0.5650233545205822, + "TN": 2323077, + "TP": 271570, + "n_pred": 283581, + "n_ref": 468624 + }, + "15": { + "Dice": 0.023099133782483156, + "FN": 3503, + "FP": 1572, + "IoU": 0.011684518013631937, + "TN": 2798577, + "TP": 60, + "n_pred": 1632, + "n_ref": 3563 + }, + "2": { + "Dice": 0.9436073345657389, + "FN": 8951, + "FP": 4990, + "IoU": 0.8932354089923953, + "TN": 2673135, + "TP": 116636, + "n_pred": 121626, + "n_ref": 125587 + }, + "3": { + "Dice": 0.81294878184026, + "FN": 23240, + "FP": 3409, + "IoU": 0.6848472664057049, + "TN": 2719153, + "TP": 57910, + "n_pred": 61319, + "n_ref": 81150 + }, + "4": { + "Dice": 0.9451047689622559, + "FN": 6655, + "FP": 4605, + "IoU": 0.8959228757082514, + "TN": 2695523, + "TP": 96929, + "n_pred": 101534, + "n_ref": 103584 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9209078780029181, + "FN": 10022, + "FP": 10252, + "IoU": 0.8534098796853309, + "TN": 2665408, + "TP": 118030, + "n_pred": 128282, + "n_ref": 128052 + }, + "7": { + "Dice": 0.8926411953702629, + "FN": 11851, + "FP": 2016, + "IoU": 0.8060993344146764, + "TN": 2732196, + "TP": 57649, + "n_pred": 59665, + "n_ref": 69500 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.535404840155363, + "FN": 164, + "FP": 1391, + "IoU": 0.36556507547939615, + "TN": 2801261, + "TP": 896, + "n_pred": 2287, + "n_ref": 1060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.580701836118466, + "FN": 8447.151111111112, + "FP": 5658.402222222223, + "IoU": 0.5079885449130117, + "TN": 1791409.28, + "TP": 34421.16666666667, + "n_pred": 40079.5688888889, + "n_ref": 42868.31777777778 + }, + "mean": { + "1": { + "Dice": 0.8005828820234295, + "FN": 3556.366666666667, + "FP": 2148.1, + "IoU": 0.7407631026487315, + "TN": 1793222.0, + "TP": 41009.53333333333, + "n_pred": 43157.63333333333, + "n_ref": 44565.9 + }, + "10": { + "Dice": 0.7242935321673175, + "FN": 5796.8, + "FP": 5149.033333333334, + "IoU": 0.6147520740154031, + "TN": 1810588.7333333334, + "TP": 18401.433333333334, + "n_pred": 23550.466666666667, + "n_ref": 24198.233333333334 + }, + "11": { + "Dice": 0.0, + "FN": 445.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 1839490.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 445.7 + }, + "12": { + "Dice": 0.0, + "FN": 1092.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 1838844.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1092.0 + }, + "13": { + "Dice": 0.5372415004361314, + "FN": 4326.3, + "FP": 6664.4, + "IoU": 0.42358075333038026, + "TN": 1817107.3, + "TP": 11838.0, + "n_pred": 18502.4, + "n_ref": 16164.3 + }, + "14": { + "Dice": 0.6239953334417324, + "FN": 25072.733333333334, + "FP": 2424.8, + "IoU": 0.5449749028964025, + "TN": 1779545.8333333333, + "TP": 32892.63333333333, + "n_pred": 35317.433333333334, + "n_ref": 57965.36666666667 + }, + "15": { + "Dice": 0.5750938336400163, + "FN": 5781.1, + "FP": 4999.366666666667, + "IoU": 0.468273949459225, + "TN": 1817774.8333333333, + "TP": 11380.7, + "n_pred": 16380.066666666668, + "n_ref": 17161.8 + }, + "2": { + "Dice": 0.6930630200055404, + "FN": 11456.4, + "FP": 967.4333333333333, + "IoU": 0.6459069958151933, + "TN": 1805088.8333333333, + "TP": 22423.333333333332, + "n_pred": 23390.766666666666, + "n_ref": 33879.73333333333 + }, + "3": { + "Dice": 0.8482974003444635, + "FN": 3492.4666666666667, + "FP": 2598.8, + "IoU": 0.7829741171830956, + "TN": 1797124.6, + "TP": 36720.13333333333, + "n_pred": 39318.933333333334, + "n_ref": 40212.6 + }, + "4": { + "Dice": 0.4710517411425641, + "FN": 4975.533333333334, + "FP": 6053.533333333334, + "IoU": 0.36549831093150104, + "TN": 1821265.3, + "TP": 7641.633333333333, + "n_pred": 13695.166666666666, + "n_ref": 12617.166666666666 + }, + "5": { + "Dice": 0.29275415435549634, + "FN": 425.53333333333336, + "FP": 529.7, + "IoU": 0.2251439026158748, + "TN": 1838138.0, + "TP": 842.7666666666667, + "n_pred": 1372.4666666666667, + "n_ref": 1268.3 + }, + "6": { + "Dice": 0.9054142431083043, + "FN": 37300.666666666664, + "FP": 9422.333333333334, + "IoU": 0.8383774072961362, + "TN": 1593599.9666666666, + "TP": 199613.03333333333, + "n_pred": 209035.36666666667, + "n_ref": 236913.7 + }, + "7": { + "Dice": 0.7581976901706841, + "FN": 16506.7, + "FP": 40987.0, + "IoU": 0.6691558979583508, + "TN": 1670820.4666666666, + "TP": 111621.83333333333, + "n_pred": 152608.83333333334, + "n_ref": 128128.53333333334 + }, + "8": { + "Dice": 0.8165103373181619, + "FN": 5166.6, + "FP": 1237.3333333333333, + "IoU": 0.7398312394463926, + "TN": 1819818.8, + "TP": 13713.266666666666, + "n_pred": 14950.6, + "n_ref": 18879.866666666665 + }, + "9": { + "Dice": 0.6640318736231475, + "FN": 1312.3666666666666, + "FP": 1694.2, + "IoU": 0.5605955200984892, + "TN": 1828710.2333333334, + "TP": 8219.2, + "n_pred": 9913.4, + "n_ref": 9531.566666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9622166926287822, + "FN": 9147, + "FP": 2059, + "IoU": 0.9271845921921298, + "TN": 1247960, + "TP": 142690, + "n_pred": 144749, + "n_ref": 151837 + }, + "10": { + "Dice": 0.6555819477434679, + "FN": 383, + "FP": 197, + "IoU": 0.4876325088339223, + "TN": 1400724, + "TP": 552, + "n_pred": 749, + "n_ref": 935 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1289, + "FP": 0, + "IoU": 0.0, + "TN": 1400567, + "TP": 0, + "n_pred": 0, + "n_ref": 1289 + }, + "13": { + "Dice": 0.10786516853932585, + "FN": 94, + "FP": 303, + "IoU": 0.057007125890736345, + "TN": 1401435, + "TP": 24, + "n_pred": 327, + "n_ref": 118 + }, + "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": 1057, + "IoU": 0.0, + "TN": 1400799, + "TP": 0, + "n_pred": 1057, + "n_ref": 0 + }, + "3": { + "Dice": 0.9612189493263026, + "FN": 8385, + "FP": 4000, + "IoU": 0.9253335423310887, + "TN": 1235985, + "TP": 153486, + "n_pred": 157486, + "n_ref": 161871 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7441667099724575, + "FN": 3542, + "FP": 1381, + "IoU": 0.5925680708433336, + "TN": 1389773, + "TP": 7160, + "n_pred": 8541, + "n_ref": 10702 + }, + "6": { + "Dice": 0.9733262030546689, + "FN": 5322, + "FP": 5801, + "IoU": 0.9480384187758687, + "TN": 1187794, + "TP": 202939, + "n_pred": 208740, + "n_ref": 208261 + }, + "7": { + "Dice": 0.926144473084379, + "FN": 4882, + "FP": 2052, + "IoU": 0.8624479269986114, + "TN": 1351446, + "TP": 43476, + "n_pred": 45528, + "n_ref": 48358 + }, + "8": { + "Dice": 0.955788502447651, + "FN": 1339, + "FP": 386, + "IoU": 0.9153207991752982, + "TN": 1381485, + "TP": 18646, + "n_pred": 19032, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8267119892358898, + "FN": 2568, + "FP": 2326, + "IoU": 0.7046112988894254, + "TN": 1385288, + "TP": 11674, + "n_pred": 14000, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9621788297806441, + "FN": 3224, + "FP": 2271, + "IoU": 0.9271142826825127, + "TN": 1501696, + "TP": 69897, + "n_pred": 72168, + "n_ref": 73121 + }, + "10": { + "Dice": 0.39918946301925023, + "FN": 1186, + "FP": 0, + "IoU": 0.24936708860759493, + "TN": 1575508, + "TP": 394, + "n_pred": 394, + "n_ref": 1580 + }, + "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": 0.28274428274428276, + "FN": 345, + "FP": 0, + "IoU": 0.16464891041162227, + "TN": 1576675, + "TP": 68, + "n_pred": 68, + "n_ref": 413 + }, + "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": 0.8676056338028169, + "FN": 0, + "FP": 235, + "IoU": 0.7661691542288557, + "TN": 1576083, + "TP": 770, + "n_pred": 1005, + "n_ref": 770 + }, + "4": { + "Dice": 0.5239731631484209, + "FN": 2883, + "FP": 26, + "IoU": 0.3549889135254989, + "TN": 1572578, + "TP": 1601, + "n_pred": 1627, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1577046, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596524255403106, + "FN": 5149, + "FP": 4667, + "IoU": 0.9224344335485298, + "TN": 1450537, + "TP": 116735, + "n_pred": 121402, + "n_ref": 121884 + }, + "7": { + "Dice": 0.9680891548251334, + "FN": 15158, + "FP": 6057, + "IoU": 0.9381519337177641, + "TN": 1234070, + "TP": 321803, + "n_pred": 327860, + "n_ref": 336961 + }, + "8": { + "Dice": 0.6472482327251193, + "FN": 7290, + "FP": 2241, + "IoU": 0.47846785225718197, + "TN": 1558813, + "TP": 8744, + "n_pred": 10985, + "n_ref": 16034 + }, + "9": { + "Dice": 0.8493787251237499, + "FN": 3442, + "FP": 1031, + "IoU": 0.7381913959613696, + "TN": 1560003, + "TP": 12612, + "n_pred": 13643, + "n_ref": 16054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8364932189316358, + "FN": 6533, + "FP": 7645, + "IoU": 0.7189414213499852, + "TN": 1351411, + "TP": 36267, + "n_pred": 43912, + "n_ref": 42800 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 79, + "FP": 0, + "IoU": 0.0, + "TN": 1401777, + "TP": 0, + "n_pred": 0, + "n_ref": 79 + }, + "13": { + "Dice": 0.5656634084970483, + "FN": 13070, + "FP": 13858, + "IoU": 0.39437284933540245, + "TN": 1357393, + "TP": 17535, + "n_pred": 31393, + "n_ref": 30605 + }, + "14": { + "Dice": 0.9295098920101039, + "FN": 4435, + "FP": 3881, + "IoU": 0.8683031118853433, + "TN": 1338711, + "TP": 54829, + "n_pred": 58710, + "n_ref": 59264 + }, + "15": { + "Dice": 0.6158530373858221, + "FN": 2213, + "FP": 31726, + "IoU": 0.44493327227528456, + "TN": 1340712, + "TP": 27205, + "n_pred": 58931, + "n_ref": 29418 + }, + "2": { + "Dice": 0.8513118146571205, + "FN": 11912, + "FP": 590, + "IoU": 0.7411165410419945, + "TN": 1353564, + "TP": 35790, + "n_pred": 36380, + "n_ref": 47702 + }, + "3": { + "Dice": 0.8967931826689469, + "FN": 2719, + "FP": 11342, + "IoU": 0.8128967013080332, + "TN": 1326705, + "TP": 61090, + "n_pred": 72432, + "n_ref": 63809 + }, + "4": { + "Dice": 0.7704721404426998, + "FN": 1240, + "FP": 865, + "IoU": 0.6266406527137283, + "TN": 1396218, + "TP": 3533, + "n_pred": 4398, + "n_ref": 4773 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8640895672032529, + "FN": 6313, + "FP": 3447, + "IoU": 0.7607022017358898, + "TN": 1361070, + "TP": 31026, + "n_pred": 34473, + "n_ref": 37339 + }, + "7": { + "Dice": 0.8771848124084576, + "FN": 4925, + "FP": 11426, + "IoU": 0.7812370389200326, + "TN": 1327113, + "TP": 58392, + "n_pred": 69818, + "n_ref": 63317 + }, + "8": { + "Dice": 0.9287250384024578, + "FN": 445, + "FP": 483, + "IoU": 0.8669343275021508, + "TN": 1394882, + "TP": 6046, + "n_pred": 6529, + "n_ref": 6491 + }, + "9": { + "Dice": 0.9241351717345808, + "FN": 1671, + "FP": 3259, + "IoU": 0.8589695912120605, + "TN": 1366899, + "TP": 30027, + "n_pred": 33286, + "n_ref": 31698 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 1576996, + "TP": 0, + "n_pred": 92, + "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": 0.8676643192488263, + "FN": 22805, + "FP": 2451, + "IoU": 0.7662606892977455, + "TN": 1469036, + "TP": 82796, + "n_pred": 85247, + "n_ref": 105601 + }, + "15": { + "Dice": 0.5707024974441361, + "FN": 3604, + "FP": 11093, + "IoU": 0.3992888089593722, + "TN": 1552622, + "TP": 9769, + "n_pred": 20862, + "n_ref": 13373 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2506, + "IoU": 0.0, + "TN": 1574582, + "TP": 0, + "n_pred": 2506, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1020, + "IoU": 0.0, + "TN": 1576068, + "TP": 0, + "n_pred": 1020, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8481675392670157, + "FN": 56, + "FP": 31, + "IoU": 0.7363636363636363, + "TN": 1576758, + "TP": 243, + "n_pred": 274, + "n_ref": 299 + }, + "6": { + "Dice": 0.9313568531161085, + "FN": 6951, + "FP": 1324, + "IoU": 0.8715321441323957, + "TN": 1512675, + "TP": 56138, + "n_pred": 57462, + "n_ref": 63089 + }, + "7": { + "Dice": 0.7440944881889764, + "FN": 159, + "FP": 101, + "IoU": 0.5924764890282131, + "TN": 1576450, + "TP": 378, + "n_pred": 479, + "n_ref": 537 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7435347261434218, + "FN": 731, + "FP": 3811, + "IoU": 0.591767032176883, + "TN": 1565962, + "TP": 6584, + "n_pred": 10395, + "n_ref": 7315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8973684210526316, + "FN": 194, + "FP": 1366, + "IoU": 0.8138424821002387, + "TN": 1393476, + "TP": 6820, + "n_pred": 8186, + "n_ref": 7014 + }, + "10": { + "Dice": 0.736209971691784, + "FN": 9943, + "FP": 6178, + "IoU": 0.5825413677913872, + "TN": 1363239, + "TP": 22496, + "n_pred": 28674, + "n_ref": 32439 + }, + "11": { + "Dice": 0.0, + "FN": 681, + "FP": 0, + "IoU": 0.0, + "TN": 1401175, + "TP": 0, + "n_pred": 0, + "n_ref": 681 + }, + "12": { + "Dice": 0.0, + "FN": 2711, + "FP": 0, + "IoU": 0.0, + "TN": 1399145, + "TP": 0, + "n_pred": 0, + "n_ref": 2711 + }, + "13": { + "Dice": 0.8103331263627569, + "FN": 7525, + "FP": 5610, + "IoU": 0.6811428848861485, + "TN": 1360662, + "TP": 28059, + "n_pred": 33669, + "n_ref": 35584 + }, + "14": { + "Dice": 0.9616076850276536, + "FN": 9822, + "FP": 4214, + "IoU": 0.9260543160445697, + "TN": 1212041, + "TP": 175779, + "n_pred": 179993, + "n_ref": 185601 + }, + "15": { + "Dice": 0.7701126704882388, + "FN": 6944, + "FP": 11664, + "IoU": 0.6261652201864353, + "TN": 1352080, + "TP": 31168, + "n_pred": 42832, + "n_ref": 38112 + }, + "2": { + "Dice": 0.9081092241779797, + "FN": 6079, + "FP": 2822, + "IoU": 0.8316850405612389, + "TN": 1348973, + "TP": 43982, + "n_pred": 46804, + "n_ref": 50061 + }, + "3": { + "Dice": 0.8977214357625691, + "FN": 3026, + "FP": 6930, + "IoU": 0.8144233816100952, + "TN": 1348207, + "TP": 43693, + "n_pred": 50623, + "n_ref": 46719 + }, + "4": { + "Dice": 0.3673469387755102, + "FN": 1975, + "FP": 9, + "IoU": 0.225, + "TN": 1399296, + "TP": 576, + "n_pred": 585, + "n_ref": 2551 + }, + "5": { + "Dice": 0.04887218045112782, + "FN": 506, + "FP": 0, + "IoU": 0.025048169556840076, + "TN": 1401337, + "TP": 13, + "n_pred": 13, + "n_ref": 519 + }, + "6": { + "Dice": 0.875632907990497, + "FN": 4931, + "FP": 6638, + "IoU": 0.7787784916628423, + "TN": 1349560, + "TP": 40727, + "n_pred": 47365, + "n_ref": 45658 + }, + "7": { + "Dice": 0.9375827112050313, + "FN": 10030, + "FP": 4827, + "IoU": 0.8824994859303079, + "TN": 1275414, + "TP": 111585, + "n_pred": 116412, + "n_ref": 121615 + }, + "8": { + "Dice": 0.7744107744107744, + "FN": 38, + "FP": 96, + "IoU": 0.6318681318681318, + "TN": 1401492, + "TP": 230, + "n_pred": 326, + "n_ref": 268 + }, + "9": { + "Dice": 0.8135569433723949, + "FN": 5021, + "FP": 2950, + "IoU": 0.6857109060799621, + "TN": 1376494, + "TP": 17391, + "n_pred": 20341, + "n_ref": 22412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744595890207862, + "FN": 2569, + "FP": 2599, + "IoU": 0.9501913123933807, + "TN": 1473331, + "TP": 98589, + "n_pred": 101188, + "n_ref": 101158 + }, + "10": { + "Dice": 0.6541073508936436, + "FN": 25014, + "FP": 11505, + "IoU": 0.48600261791158217, + "TN": 1506039, + "TP": 34530, + "n_pred": 46035, + "n_ref": 59544 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 1577052, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43945118313780074, + "FN": 5155, + "FP": 42768, + "IoU": 0.28160040774719675, + "TN": 1510380, + "TP": 18785, + "n_pred": 61553, + "n_ref": 23940 + }, + "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": 0.9688031488410516, + "FN": 737, + "FP": 547, + "IoU": 0.9394938975543095, + "TN": 1555867, + "TP": 19937, + "n_pred": 20484, + "n_ref": 20674 + }, + "4": { + "Dice": 0.7377817451461727, + "FN": 1371, + "FP": 979, + "IoU": 0.5845120226308345, + "TN": 1571432, + "TP": 3306, + "n_pred": 4285, + "n_ref": 4677 + }, + "5": { + "Dice": 0.0008437631837997469, + "FN": 0, + "FP": 7105, + "IoU": 0.0004220596510973551, + "TN": 1569980, + "TP": 3, + "n_pred": 7108, + "n_ref": 3 + }, + "6": { + "Dice": 0.7942335258221731, + "FN": 3805, + "FP": 21316, + "IoU": 0.6586959770661522, + "TN": 1503485, + "TP": 48482, + "n_pred": 69798, + "n_ref": 52287 + }, + "7": { + "Dice": 0.35406414011507753, + "FN": 21597, + "FP": 21848, + "IoU": 0.21511417834947247, + "TN": 1521736, + "TP": 11907, + "n_pred": 33755, + "n_ref": 33504 + }, + "8": { + "Dice": 0.9362356881024574, + "FN": 2023, + "FP": 795, + "IoU": 0.8801157151365608, + "TN": 1553582, + "TP": 20688, + "n_pred": 21483, + "n_ref": 22711 + }, + "9": { + "Dice": 0.8420467803766876, + "FN": 4016, + "FP": 4513, + "IoU": 0.7271854908358123, + "TN": 1545825, + "TP": 22734, + "n_pred": 27247, + "n_ref": 26750 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7300771208226221, + "FN": 2824, + "FP": 1901, + "IoU": 0.5748987854251012, + "TN": 1565973, + "TP": 6390, + "n_pred": 8291, + "n_ref": 9214 + }, + "10": { + "Dice": 0.5290205835783759, + "FN": 7813, + "FP": 2598, + "IoU": 0.3596383318981424, + "TN": 1560830, + "TP": 5847, + "n_pred": 8445, + "n_ref": 13660 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 0, + "IoU": 0.0, + "TN": 1575034, + "TP": 0, + "n_pred": 0, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 276, + "FP": 0, + "IoU": 0.0, + "TN": 1576812, + "TP": 0, + "n_pred": 0, + "n_ref": 276 + }, + "13": { + "Dice": 0.0, + "FN": 3, + "FP": 1582, + "IoU": 0.0, + "TN": 1575503, + "TP": 0, + "n_pred": 1582, + "n_ref": 3 + }, + "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": 0.9503968253968254, + "FN": 99, + "FP": 301, + "IoU": 0.9054820415879017, + "TN": 1572856, + "TP": 3832, + "n_pred": 4133, + "n_ref": 3931 + }, + "3": { + "Dice": 0.8976833976833977, + "FN": 99, + "FP": 7, + "IoU": 0.8143607705779334, + "TN": 1576517, + "TP": 465, + "n_pred": 472, + "n_ref": 564 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2143, + "IoU": 0.0, + "TN": 1574945, + "TP": 0, + "n_pred": 2143, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.96548788219919, + "FN": 46655, + "FP": 6689, + "IoU": 0.9332784658449885, + "TN": 777586, + "TP": 746158, + "n_pred": 752847, + "n_ref": 792813 + }, + "7": { + "Dice": 0.8804485144843278, + "FN": 14874, + "FP": 4147, + "IoU": 0.7864296782017022, + "TN": 1488026, + "TP": 70041, + "n_pred": 74188, + "n_ref": 84915 + }, + "8": { + "Dice": 0.6814814814814815, + "FN": 40, + "FP": 3, + "IoU": 0.5168539325842697, + "TN": 1576999, + "TP": 46, + "n_pred": 49, + "n_ref": 86 + }, + "9": { + "Dice": 0.8410098633607819, + "FN": 978, + "FP": 2536, + "IoU": 0.7256402248594629, + "TN": 1564280, + "TP": 9294, + "n_pred": 11830, + "n_ref": 10272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8977408162724793, + "FN": 6143, + "FP": 1579, + "IoU": 0.814455283771445, + "TN": 1185006, + "TP": 33896, + "n_pred": 35475, + "n_ref": 40039 + }, + "10": { + "Dice": 0.42691308996486943, + "FN": 1897, + "FP": 13111, + "IoU": 0.27138557141470043, + "TN": 1206026, + "TP": 5590, + "n_pred": 18701, + "n_ref": 7487 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 1226588, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": 0.0, + "FN": 269, + "FP": 0, + "IoU": 0.0, + "TN": 1226355, + "TP": 0, + "n_pred": 0, + "n_ref": 269 + }, + "13": { + "Dice": 0.4701884304227638, + "FN": 14319, + "FP": 6572, + "IoU": 0.3073505520373993, + "TN": 1196463, + "TP": 9270, + "n_pred": 15842, + "n_ref": 23589 + }, + "14": { + "Dice": 0.7999111045262612, + "FN": 2027, + "FP": 8777, + "IoU": 0.6665432098765433, + "TN": 1194224, + "TP": 21596, + "n_pred": 30373, + "n_ref": 23623 + }, + "15": { + "Dice": 0.7220139260846278, + "FN": 8712, + "FP": 20352, + "IoU": 0.5649622799664711, + "TN": 1159816, + "TP": 37744, + "n_pred": 58096, + "n_ref": 46456 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "3": { + "Dice": 0.9466180260383547, + "FN": 2331, + "FP": 859, + "IoU": 0.8986465018745632, + "TN": 1195150, + "TP": 28284, + "n_pred": 29143, + "n_ref": 30615 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15234, + "IoU": 0.0, + "TN": 1211390, + "TP": 0, + "n_pred": 15234, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.8707038553228754, + "FN": 4989, + "FP": 13614, + "IoU": 0.7710146354673133, + "TN": 1145383, + "TP": 62638, + "n_pred": 76252, + "n_ref": 67627 + }, + "7": { + "Dice": 0.7030995106035889, + "FN": 48018, + "FP": 4034, + "IoU": 0.5421383647798742, + "TN": 1112939, + "TP": 61633, + "n_pred": 65667, + "n_ref": 109651 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4150575385215526, + "FN": 2706, + "FP": 293, + "IoU": 0.2618754614816638, + "TN": 1222561, + "TP": 1064, + "n_pred": 1357, + "n_ref": 3770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8523956237424547, + "FN": 7159, + "FP": 2231, + "IoU": 0.7427608689696737, + "TN": 1014889, + "TP": 27113, + "n_pred": 29344, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1857, + "FP": 0, + "IoU": 0.0, + "TN": 1049535, + "TP": 0, + "n_pred": 0, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 954, + "IoU": 0.0, + "TN": 1049673, + "TP": 0, + "n_pred": 954, + "n_ref": 765 + }, + "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": 0.628099173553719, + "FN": 0, + "FP": 45, + "IoU": 0.4578313253012048, + "TN": 1051309, + "TP": 38, + "n_pred": 83, + "n_ref": 38 + }, + "4": { + "Dice": 0.8155042942578353, + "FN": 627, + "FP": 3476, + "IoU": 0.6884822716574291, + "TN": 1038221, + "TP": 9068, + "n_pred": 12544, + "n_ref": 9695 + }, + "5": { + "Dice": 0.44991212653778556, + "FN": 123, + "FP": 816, + "IoU": 0.29024943310657597, + "TN": 1050069, + "TP": 384, + "n_pred": 1200, + "n_ref": 507 + }, + "6": { + "Dice": 0.9249389611068386, + "FN": 4939, + "FP": 5114, + "IoU": 0.8603594843871541, + "TN": 979400, + "TP": 61939, + "n_pred": 67053, + "n_ref": 66878 + }, + "7": { + "Dice": 0.7856349500185117, + "FN": 2686, + "FP": 1367, + "IoU": 0.6469512195121951, + "TN": 1039912, + "TP": 7427, + "n_pred": 8794, + "n_ref": 10113 + }, + "8": { + "Dice": 0.928340176879343, + "FN": 1131, + "FP": 2499, + "IoU": 0.8662638617691486, + "TN": 1024249, + "TP": 23513, + "n_pred": 26012, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 1051248, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8278455374047818, + "FN": 13232, + "FP": 6317, + "IoU": 0.7062597667988941, + "TN": 1160072, + "TP": 47003, + "n_pred": 53320, + "n_ref": 60235 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 192, + "FP": 0, + "IoU": 0.0, + "TN": 1226432, + "TP": 0, + "n_pred": 0, + "n_ref": 192 + }, + "13": { + "Dice": 0.7593088641243226, + "FN": 6888, + "FP": 4883, + "IoU": 0.612004746522513, + "TN": 1196286, + "TP": 18567, + "n_pred": 23450, + "n_ref": 25455 + }, + "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": 0.47154048882631144, + "FN": 72707, + "FP": 482, + "IoU": 0.30850701989758317, + "TN": 1120782, + "TP": 32653, + "n_pred": 33135, + "n_ref": 105360 + }, + "3": { + "Dice": 0.6633663366336634, + "FN": 11, + "FP": 57, + "IoU": 0.4962962962962963, + "TN": 1226489, + "TP": 67, + "n_pred": 124, + "n_ref": 78 + }, + "4": { + "Dice": 0.09599794106292626, + "FN": 1097, + "FP": 19978, + "IoU": 0.05041903217085699, + "TN": 1204430, + "TP": 1119, + "n_pred": 21097, + "n_ref": 2216 + }, + "5": { + "Dice": 0.5697258641239571, + "FN": 252, + "FP": 109, + "IoU": 0.3983333333333333, + "TN": 1226024, + "TP": 239, + "n_pred": 348, + "n_ref": 491 + }, + "6": { + "Dice": 0.9654109868078309, + "FN": 11574, + "FP": 2435, + "IoU": 0.9331347757396986, + "TN": 1017113, + "TP": 195502, + "n_pred": 197937, + "n_ref": 207076 + }, + "7": { + "Dice": 0.9547220255031701, + "FN": 4928, + "FP": 5877, + "IoU": 0.9133666343278197, + "TN": 1101903, + "TP": 113916, + "n_pred": 119793, + "n_ref": 118844 + }, + "8": { + "Dice": 0.9431806232254899, + "FN": 206, + "FP": 1415, + "IoU": 0.8924709784411277, + "TN": 1211549, + "TP": 13454, + "n_pred": 14869, + "n_ref": 13660 + }, + "9": { + "Dice": 0.8587855102961071, + "FN": 366, + "FP": 3392, + "IoU": 0.7525189331577214, + "TN": 1211439, + "TP": 11427, + "n_pred": 14819, + "n_ref": 11793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8545454545454545, + "FN": 13, + "FP": 3, + "IoU": 0.746031746031746, + "TN": 2803649, + "TP": 47, + "n_pred": 50, + "n_ref": 60 + }, + "10": { + "Dice": 0.9041089512280294, + "FN": 2824, + "FP": 1295, + "IoU": 0.8249989378425457, + "TN": 2780175, + "TP": 19418, + "n_pred": 20713, + "n_ref": 22242 + }, + "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": 0.908969690753372, + "FN": 2739, + "FP": 2586, + "IoU": 0.8331296418163016, + "TN": 2771801, + "TP": 26586, + "n_pred": 29172, + "n_ref": 29325 + }, + "14": { + "Dice": 0.7890612707304024, + "FN": 6223, + "FP": 480, + "IoU": 0.6516112266112266, + "TN": 2784472, + "TP": 12537, + "n_pred": 13017, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8, + "FN": 8, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 2803688, + "TP": 16, + "n_pred": 16, + "n_ref": 24 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6540702590514259, + "FN": 2138, + "FP": 20363, + "IoU": 0.485961665867087, + "TN": 2759939, + "TP": 21272, + "n_pred": 41635, + "n_ref": 23410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638866057952389, + "FN": 3276, + "FP": 8807, + "IoU": 0.9302906527282587, + "TN": 2630378, + "TP": 161251, + "n_pred": 170058, + "n_ref": 164527 + }, + "7": { + "Dice": 0.674978345301629, + "FN": 2668, + "FP": 113654, + "IoU": 0.5094092937336043, + "TN": 2566606, + "TP": 120784, + "n_pred": 234438, + "n_ref": 123452 + }, + "8": { + "Dice": 0.92018779342723, + "FN": 27, + "FP": 7, + "IoU": 0.8521739130434782, + "TN": 2803482, + "TP": 196, + "n_pred": 203, + "n_ref": 223 + }, + "9": { + "Dice": 0.8870945287484338, + "FN": 1269, + "FP": 353, + "IoU": 0.7970978233675257, + "TN": 2795718, + "TP": 6372, + "n_pred": 6725, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943258984206109, + "FN": 1705, + "FP": 526, + "IoU": 0.8926113116726835, + "TN": 1030617, + "TP": 18544, + "n_pred": 19070, + "n_ref": 20249 + }, + "10": { + "Dice": 0.8521805790123013, + "FN": 3170, + "FP": 9171, + "IoU": 0.7424343615644696, + "TN": 1003478, + "TP": 35573, + "n_pred": 44744, + "n_ref": 38743 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2163, + "FP": 0, + "IoU": 0.0, + "TN": 1049229, + "TP": 0, + "n_pred": 0, + "n_ref": 2163 + }, + "13": { + "Dice": 0.776124107806273, + "FN": 4619, + "FP": 5324, + "IoU": 0.6341526234454338, + "TN": 1024214, + "TP": 17235, + "n_pred": 22559, + "n_ref": 21854 + }, + "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": 0.9048307781313277, + "FN": 11886, + "FP": 3577, + "IoU": 0.8262017960908611, + "TN": 962421, + "TP": 73508, + "n_pred": 77085, + "n_ref": 85394 + }, + "3": { + "Dice": 0.9555163422792278, + "FN": 1534, + "FP": 1844, + "IoU": 0.914821725755207, + "TN": 1011734, + "TP": 36280, + "n_pred": 38124, + "n_ref": 37814 + }, + "4": { + "Dice": 0.901819003502429, + "FN": 741, + "FP": 128, + "IoU": 0.8211934156378601, + "TN": 1046532, + "TP": 3991, + "n_pred": 4119, + "n_ref": 4732 + }, + "5": { + "Dice": 0.11363636363636363, + "FN": 5, + "FP": 307, + "IoU": 0.060240963855421686, + "TN": 1051060, + "TP": 20, + "n_pred": 327, + "n_ref": 25 + }, + "6": { + "Dice": 0.926018495376156, + "FN": 3571, + "FP": 1757, + "IoU": 0.8622294624156388, + "TN": 1012719, + "TP": 33345, + "n_pred": 35102, + "n_ref": 36916 + }, + "7": { + "Dice": 0.9240619090534958, + "FN": 8742, + "FP": 5835, + "IoU": 0.8588430104194911, + "TN": 948124, + "TP": 88691, + "n_pred": 94526, + "n_ref": 97433 + }, + "8": { + "Dice": 0.8974016208538725, + "FN": 242, + "FP": 2214, + "IoU": 0.8138970978252633, + "TN": 1038195, + "TP": 10741, + "n_pred": 12955, + "n_ref": 10983 + }, + "9": { + "Dice": 0.796916890080429, + "FN": 330, + "FP": 276, + "IoU": 0.6623955431754874, + "TN": 1049597, + "TP": 1189, + "n_pred": 1465, + "n_ref": 1519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8723363089028078, + "FN": 33005, + "FP": 646, + "IoU": 0.7735784310427194, + "TN": 2129395, + "TP": 114970, + "n_pred": 115616, + "n_ref": 147975 + }, + "10": { + "Dice": 0.9238552656431289, + "FN": 3690, + "FP": 1954, + "IoU": 0.8584860717598977, + "TN": 2238133, + "TP": 34239, + "n_pred": 36193, + "n_ref": 37929 + }, + "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": 0.8969335142469471, + "FN": 1635, + "FP": 2163, + "IoU": 0.8131273371383586, + "TN": 2257692, + "TP": 16526, + "n_pred": 18689, + "n_ref": 18161 + }, + "14": { + "Dice": 0.9878381619066108, + "FN": 2876, + "FP": 319, + "IoU": 0.9759685899316289, + "TN": 2145065, + "TP": 129756, + "n_pred": 130075, + "n_ref": 132632 + }, + "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": 0.8070175438596491, + "FN": 11, + "FP": 0, + "IoU": 0.6764705882352942, + "TN": 2277982, + "TP": 23, + "n_pred": 23, + "n_ref": 34 + }, + "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": 0.9129387596075514, + "FN": 4011, + "FP": 35317, + "IoU": 0.8398227493401974, + "TN": 2032488, + "TP": 206200, + "n_pred": 241517, + "n_ref": 210211 + }, + "7": { + "Dice": 0.879980110634595, + "FN": 200, + "FP": 1731, + "IoU": 0.7856825749167592, + "TN": 2269006, + "TP": 7079, + "n_pred": 8810, + "n_ref": 7279 + }, + "8": { + "Dice": 0.8192005807359013, + "FN": 18860, + "FP": 5050, + "IoU": 0.6937677706908476, + "TN": 2199938, + "TP": 54168, + "n_pred": 59218, + "n_ref": 73028 + }, + "9": { + "Dice": 0.924334666898591, + "FN": 722, + "FP": 1453, + "IoU": 0.8593143596377749, + "TN": 2262556, + "TP": 13285, + "n_pred": 14738, + "n_ref": 14007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.92046783625731, + "FN": 270, + "FP": 2, + "IoU": 0.8526543878656555, + "TN": 1400010, + "TP": 1574, + "n_pred": 1576, + "n_ref": 1844 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 1399169, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "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": 0.982302212223472, + "FN": 701, + "FP": 243, + "IoU": 0.9652199543143468, + "TN": 1374714, + "TP": 26198, + "n_pred": 26441, + "n_ref": 26899 + }, + "3": { + "Dice": 0.9773487389498708, + "FN": 2279, + "FP": 2428, + "IoU": 0.9557009081925556, + "TN": 1295601, + "TP": 101548, + "n_pred": 103976, + "n_ref": 103827 + }, + "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": 0.9905063138789796, + "FN": 1644, + "FP": 2300, + "IoU": 0.9811911926710509, + "TN": 1192167, + "TP": 205745, + "n_pred": 208045, + "n_ref": 207389 + }, + "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": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 1401687, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698269708477286, + "FN": 6357, + "FP": 2097, + "IoU": 0.941421434461159, + "TN": 1257537, + "TP": 135865, + "n_pred": 137962, + "n_ref": 142222 + }, + "10": { + "Dice": 0.8395305473291653, + "FN": 2257, + "FP": 669, + "IoU": 0.7234404536862004, + "TN": 1391276, + "TP": 7654, + "n_pred": 8323, + "n_ref": 9911 + }, + "11": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 1401682, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0677361853832442, + "FN": 92, + "FP": 431, + "IoU": 0.03505535055350553, + "TN": 1401314, + "TP": 19, + "n_pred": 450, + "n_ref": 111 + }, + "14": { + "Dice": 0.6824268194810132, + "FN": 6903, + "FP": 15652, + "IoU": 0.5179422513838723, + "TN": 1355067, + "TP": 24234, + "n_pred": 39886, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8226665902710136, + "FN": 3945, + "FP": 2245, + "IoU": 0.6987541366556356, + "TN": 1381308, + "TP": 14358, + "n_pred": 16603, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9489380503045413, + "FN": 5280, + "FP": 4428, + "IoU": 0.9028374118000301, + "TN": 1301941, + "TP": 90207, + "n_pred": 94635, + "n_ref": 95487 + }, + "3": { + "Dice": 0.9586733936785873, + "FN": 1538, + "FP": 690, + "IoU": 0.9206270039187745, + "TN": 1373786, + "TP": 25842, + "n_pred": 26532, + "n_ref": 27380 + }, + "4": { + "Dice": 0.28673050615595075, + "FN": 12, + "FP": 2595, + "IoU": 0.16735867135100607, + "TN": 1398725, + "TP": 524, + "n_pred": 3119, + "n_ref": 536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9570047088282542, + "FN": 8580, + "FP": 6221, + "IoU": 0.9175541988814866, + "TN": 1222332, + "TP": 164723, + "n_pred": 170944, + "n_ref": 173303 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25097, + "IoU": 0.0, + "TN": 1376759, + "TP": 0, + "n_pred": 25097, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.575, + "FN": 272, + "FP": 0, + "IoU": 0.40350877192982454, + "TN": 1401400, + "TP": 184, + "n_pred": 184, + "n_ref": 456 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7688805788147305, + "FN": 2480, + "FP": 363, + "IoU": 0.6245377707342842, + "TN": 1744748, + "TP": 4729, + "n_pred": 5092, + "n_ref": 7209 + }, + "10": { + "Dice": 0.7717780181379482, + "FN": 4497, + "FP": 6475, + "IoU": 0.6283701395474868, + "TN": 1722796, + "TP": 18552, + "n_pred": 25027, + "n_ref": 23049 + }, + "11": { + "Dice": 0.0, + "FN": 1879, + "FP": 0, + "IoU": 0.0, + "TN": 1750441, + "TP": 0, + "n_pred": 0, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 3235, + "FP": 0, + "IoU": 0.0, + "TN": 1749085, + "TP": 0, + "n_pred": 0, + "n_ref": 3235 + }, + "13": { + "Dice": 0.7811556799790036, + "FN": 1824, + "FP": 3179, + "IoU": 0.6408986505885731, + "TN": 1738388, + "TP": 8929, + "n_pred": 12108, + "n_ref": 10753 + }, + "14": { + "Dice": 0.5328293827542117, + "FN": 31129, + "FP": 2120, + "IoU": 0.36316797548362384, + "TN": 1700110, + "TP": 18961, + "n_pred": 21081, + "n_ref": 50090 + }, + "15": { + "Dice": 0.8744239631336406, + "FN": 172, + "FP": 2226, + "IoU": 0.7768679631525077, + "TN": 1741573, + "TP": 8349, + "n_pred": 10575, + "n_ref": 8521 + }, + "2": { + "Dice": 0.9417754110831529, + "FN": 640, + "FP": 355, + "IoU": 0.8899579738995798, + "TN": 1743278, + "TP": 8047, + "n_pred": 8402, + "n_ref": 8687 + }, + "3": { + "Dice": 0.9259212036210633, + "FN": 1598, + "FP": 1307, + "IoU": 0.8620607787274454, + "TN": 1731260, + "TP": 18155, + "n_pred": 19462, + "n_ref": 19753 + }, + "4": { + "Dice": 0.8295645023561783, + "FN": 13839, + "FP": 2328, + "IoU": 0.7087656722870731, + "TN": 1696808, + "TP": 39345, + "n_pred": 41673, + "n_ref": 53184 + }, + "5": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 1752110, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + }, + "6": { + "Dice": 0.9390918520225885, + "FN": 9033, + "FP": 7879, + "IoU": 0.8851773396339145, + "TN": 1605032, + "TP": 130376, + "n_pred": 138255, + "n_ref": 139409 + }, + "7": { + "Dice": 0.9021943999206403, + "FN": 6920, + "FP": 11813, + "IoU": 0.8218161757012546, + "TN": 1647187, + "TP": 86400, + "n_pred": 98213, + "n_ref": 93320 + }, + "8": { + "Dice": 0.943329302700524, + "FN": 542, + "FP": 161, + "IoU": 0.8927372596887397, + "TN": 1745766, + "TP": 5851, + "n_pred": 6012, + "n_ref": 6393 + }, + "9": { + "Dice": 0.6288384512683578, + "FN": 4934, + "FP": 1738, + "IoU": 0.45861733203505356, + "TN": 1739996, + "TP": 5652, + "n_pred": 7390, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 36, + "FP": 452, + "IoU": 0.0, + "TN": 2102296, + "TP": 0, + "n_pred": 452, + "n_ref": 36 + }, + "10": { + "Dice": 0.6972061078882443, + "FN": 8666, + "FP": 18580, + "IoU": 0.5351622479271164, + "TN": 2044170, + "TP": 31368, + "n_pred": 49948, + "n_ref": 40034 + }, + "11": { + "Dice": 0.0, + "FN": 2162, + "FP": 0, + "IoU": 0.0, + "TN": 2100622, + "TP": 0, + "n_pred": 0, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 2977, + "FP": 0, + "IoU": 0.0, + "TN": 2099807, + "TP": 0, + "n_pred": 0, + "n_ref": 2977 + }, + "13": { + "Dice": 0.5760343014986292, + "FN": 8290, + "FP": 12277, + "IoU": 0.40452821448217957, + "TN": 2068245, + "TP": 13972, + "n_pred": 26249, + "n_ref": 22262 + }, + "14": { + "Dice": 0.9473261759559686, + "FN": 22595, + "FP": 2211, + "IoU": 0.8999237506606259, + "TN": 1854913, + "TP": 223065, + "n_pred": 225276, + "n_ref": 245660 + }, + "15": { + "Dice": 0.7316124883068288, + "FN": 13909, + "FP": 4453, + "IoU": 0.5768051810366683, + "TN": 2059395, + "TP": 25027, + "n_pred": 29480, + "n_ref": 38936 + }, + "2": { + "Dice": 0.9605508075976222, + "FN": 1339, + "FP": 632, + "IoU": 0.924095967959333, + "TN": 2076817, + "TP": 23996, + "n_pred": 24628, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9317019176115117, + "FN": 872, + "FP": 1411, + "IoU": 0.8721366563987678, + "TN": 2084929, + "TP": 15572, + "n_pred": 16983, + "n_ref": 16444 + }, + "4": { + "Dice": 0.189294675216058, + "FN": 2077, + "FP": 3739, + "IoU": 0.10454195535026944, + "TN": 2096289, + "TP": 679, + "n_pred": 4418, + "n_ref": 2756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.755965399085029, + "FN": 248765, + "FP": 2852, + "IoU": 0.607672325616206, + "TN": 1461440, + "TP": 389727, + "n_pred": 392579, + "n_ref": 638492 + }, + "7": { + "Dice": 0.232222572561775, + "FN": 26805, + "FP": 158257, + "IoU": 0.13136414627620877, + "TN": 1889735, + "TP": 27987, + "n_pred": 186244, + "n_ref": 54792 + }, + "8": { + "Dice": 0.9477134895918702, + "FN": 863, + "FP": 1370, + "IoU": 0.9006230529595015, + "TN": 2080314, + "TP": 20237, + "n_pred": 21607, + "n_ref": 21100 + }, + "9": { + "Dice": 0.861367486187408, + "FN": 2720, + "FP": 6037, + "IoU": 0.7564929647961738, + "TN": 2066822, + "TP": 27205, + "n_pred": 33242, + "n_ref": 29925 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8668523676880223, + "FN": 11, + "FP": 228, + "IoU": 0.7649950835791544, + "TN": 3153159, + "TP": 778, + "n_pred": 1006, + "n_ref": 789 + }, + "10": { + "Dice": 0.9134160434337047, + "FN": 2547, + "FP": 1424, + "IoU": 0.8406308945699723, + "TN": 3129259, + "TP": 20946, + "n_pred": 22370, + "n_ref": 23493 + }, + "11": { + "Dice": 0.0, + "FN": 38, + "FP": 0, + "IoU": 0.0, + "TN": 3154138, + "TP": 0, + "n_pred": 0, + "n_ref": 38 + }, + "12": { + "Dice": 0.0, + "FN": 873, + "FP": 0, + "IoU": 0.0, + "TN": 3153303, + "TP": 0, + "n_pred": 0, + "n_ref": 873 + }, + "13": { + "Dice": 0.722972972972973, + "FN": 5134, + "FP": 4952, + "IoU": 0.5661375661375662, + "TN": 3130929, + "TP": 13161, + "n_pred": 18113, + "n_ref": 18295 + }, + "14": { + "Dice": 0.16017897091722594, + "FN": 30, + "FP": 1847, + "IoU": 0.08706225680933852, + "TN": 3152120, + "TP": 179, + "n_pred": 2026, + "n_ref": 209 + }, + "15": { + "Dice": 0.2642551922885819, + "FN": 1984, + "FP": 35035, + "IoU": 0.15224311264799506, + "TN": 3110509, + "TP": 6648, + "n_pred": 41683, + "n_ref": 8632 + }, + "2": { + "Dice": 0.9730248427337669, + "FN": 212, + "FP": 41, + "IoU": 0.9474667774086378, + "TN": 3149360, + "TP": 4563, + "n_pred": 4604, + "n_ref": 4775 + }, + "3": { + "Dice": 0.9698130792730285, + "FN": 1423, + "FP": 1492, + "IoU": 0.9413952553277041, + "TN": 3104436, + "TP": 46825, + "n_pred": 48317, + "n_ref": 48248 + }, + "4": { + "Dice": 0.5884058708315315, + "FN": 13381, + "FP": 2800, + "IoU": 0.41683785634483006, + "TN": 3126429, + "TP": 11566, + "n_pred": 14366, + "n_ref": 24947 + }, + "5": { + "Dice": 0.0640973630831643, + "FN": 2307, + "FP": 0, + "IoU": 0.03310980720871752, + "TN": 3151790, + "TP": 79, + "n_pred": 79, + "n_ref": 2386 + }, + "6": { + "Dice": 0.6228299926941637, + "FN": 598761, + "FP": 8359, + "IoU": 0.4522535267178878, + "TN": 2045780, + "TP": 501276, + "n_pred": 509635, + "n_ref": 1100037 + }, + "7": { + "Dice": 0.15813435513461915, + "FN": 1080, + "FP": 496338, + "IoU": 0.08585553217491983, + "TN": 2610041, + "TP": 46717, + "n_pred": 543055, + "n_ref": 47797 + }, + "8": { + "Dice": 0.8547385620915032, + "FN": 9826, + "FP": 6176, + "IoU": 0.7463261520901698, + "TN": 3091095, + "TP": 47079, + "n_pred": 53255, + "n_ref": 56905 + }, + "9": { + "Dice": 0.7416045594037702, + "FN": 2319, + "FP": 3575, + "IoU": 0.5893255295429208, + "TN": 3139824, + "TP": 8458, + "n_pred": 12033, + "n_ref": 10777 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8791179329065988, + "FN": 696, + "FP": 2911, + "IoU": 0.7843090354601447, + "TN": 1385133, + "TP": 13116, + "n_pred": 16027, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 0, + "IoU": 0.0, + "TN": 1398590, + "TP": 0, + "n_pred": 0, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 3066, + "IoU": 0.0, + "TN": 1398723, + "TP": 0, + "n_pred": 3066, + "n_ref": 67 + }, + "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": 0.9427207637231504, + "FN": 16, + "FP": 224, + "IoU": 0.891647855530474, + "TN": 1399641, + "TP": 1975, + "n_pred": 2199, + "n_ref": 1991 + }, + "3": { + "Dice": 0.9551840786192252, + "FN": 260, + "FP": 1555, + "IoU": 0.9142127900931134, + "TN": 1380699, + "TP": 19342, + "n_pred": 20897, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9411672246585246, + "FN": 818, + "FP": 2925, + "IoU": 0.8888723947509055, + "TN": 1368174, + "TP": 29939, + "n_pred": 32864, + "n_ref": 30757 + }, + "5": { + "Dice": 0.830797602581835, + "FN": 2133, + "FP": 803, + "IoU": 0.7105678233438486, + "TN": 1391712, + "TP": 7208, + "n_pred": 8011, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9696062170831011, + "FN": 8096, + "FP": 5483, + "IoU": 0.9410055001868152, + "TN": 1171682, + "TP": 216595, + "n_pred": 222078, + "n_ref": 224691 + }, + "7": { + "Dice": 0.9209100758396533, + "FN": 112, + "FP": 34, + "IoU": 0.8534136546184738, + "TN": 1400860, + "TP": 850, + "n_pred": 884, + "n_ref": 962 + }, + "8": { + "Dice": 0.9667298333261553, + "FN": 1017, + "FP": 2073, + "IoU": 0.9356021924431569, + "TN": 1353873, + "TP": 44893, + "n_pred": 46966, + "n_ref": 45910 + }, + "9": { + "Dice": 0.7390648567119156, + "FN": 153, + "FP": 20, + "IoU": 0.5861244019138756, + "TN": 1401438, + "TP": 245, + "n_pred": 265, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617432926785445, + "FN": 2972, + "FP": 2351, + "IoU": 0.926305879746923, + "TN": 1504857, + "TP": 66908, + "n_pred": 69259, + "n_ref": 69880 + }, + "10": { + "Dice": 0.2842582897033159, + "FN": 31781, + "FP": 9231, + "IoU": 0.16567662136870373, + "TN": 1527932, + "TP": 8144, + "n_pred": 17375, + "n_ref": 39925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1272, + "FP": 0, + "IoU": 0.0, + "TN": 1575816, + "TP": 0, + "n_pred": 0, + "n_ref": 1272 + }, + "13": { + "Dice": 0.5577635805301613, + "FN": 15789, + "FP": 9269, + "IoU": 0.38673519334312284, + "TN": 1536228, + "TP": 15802, + "n_pred": 25071, + "n_ref": 31591 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9059, + "IoU": 0.0, + "TN": 1568029, + "TP": 0, + "n_pred": 9059, + "n_ref": 0 + }, + "15": { + "Dice": 0.22012219959266802, + "FN": 9542, + "FP": 31, + "IoU": 0.12367264738191139, + "TN": 1566164, + "TP": 1351, + "n_pred": 1382, + "n_ref": 10893 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 1576719, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "3": { + "Dice": 0.9272905389698801, + "FN": 3417, + "FP": 5341, + "IoU": 0.8644377370172587, + "TN": 1512483, + "TP": 55847, + "n_pred": 61188, + "n_ref": 59264 + }, + "4": { + "Dice": 0.05217157455963426, + "FN": 1040, + "FP": 27156, + "IoU": 0.02678448156841088, + "TN": 1548116, + "TP": 776, + "n_pred": 27932, + "n_ref": 1816 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8643814926692699, + "FN": 6510, + "FP": 8216, + "IoU": 0.7611548130727435, + "TN": 1515433, + "TP": 46929, + "n_pred": 55145, + "n_ref": 53439 + }, + "7": { + "Dice": 0.7703689248254831, + "FN": 190179, + "FP": 5153, + "IoU": 0.6265041119883438, + "TN": 1054105, + "TP": 327651, + "n_pred": 332804, + "n_ref": 517830 + }, + "8": { + "Dice": 0.8820935019112026, + "FN": 38, + "FP": 363, + "IoU": 0.7890583903208838, + "TN": 1575187, + "TP": 1500, + "n_pred": 1863, + "n_ref": 1538 + }, + "9": { + "Dice": 0.1111111111111111, + "FN": 16, + "FP": 0, + "IoU": 0.058823529411764705, + "TN": 1577071, + "TP": 1, + "n_pred": 1, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.86948312485249, + "FN": 381, + "FP": 172, + "IoU": 0.7691022964509394, + "TN": 1749925, + "TP": 1842, + "n_pred": 2014, + "n_ref": 2223 + }, + "10": { + "Dice": 0.11774461028192372, + "FN": 1677, + "FP": 451, + "IoU": 0.06255506607929516, + "TN": 1750050, + "TP": 142, + "n_pred": 593, + "n_ref": 1819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 1752218, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "13": { + "Dice": 0.6131067110565972, + "FN": 6274, + "FP": 20222, + "IoU": 0.4420720151610865, + "TN": 1704830, + "TP": 20994, + "n_pred": 41216, + "n_ref": 27268 + }, + "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": 0.9581341999617664, + "FN": 572, + "FP": 304, + "IoU": 0.9196330275229357, + "TN": 1741420, + "TP": 10024, + "n_pred": 10328, + "n_ref": 10596 + }, + "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": 1383, + "IoU": 0.0, + "TN": 1750937, + "TP": 0, + "n_pred": 1383, + "n_ref": 0 + }, + "5": { + "Dice": 0.25835694050991503, + "FN": 2446, + "FP": 172, + "IoU": 0.1483409238776838, + "TN": 1749246, + "TP": 456, + "n_pred": 628, + "n_ref": 2902 + }, + "6": { + "Dice": 0.8930842045775643, + "FN": 3155, + "FP": 2899, + "IoU": 0.8068221704585341, + "TN": 1720981, + "TP": 25285, + "n_pred": 28184, + "n_ref": 28440 + }, + "7": { + "Dice": 0.9272976210850591, + "FN": 4353, + "FP": 4143, + "IoU": 0.8644500462682281, + "TN": 1689642, + "TP": 54182, + "n_pred": 58325, + "n_ref": 58535 + }, + "8": { + "Dice": 0.14429728030183933, + "FN": 86918, + "FP": 172, + "IoU": 0.07775883430580412, + "TN": 1657887, + "TP": 7343, + "n_pred": 7515, + "n_ref": 94261 + }, + "9": { + "Dice": 0.817206685329416, + "FN": 1429, + "FP": 5166, + "IoU": 0.6909124994141632, + "TN": 1730983, + "TP": 14742, + "n_pred": 19908, + "n_ref": 16171 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9913354701242508, + "FN": 2289, + "FP": 98, + "IoU": 0.9828197986166591, + "TN": 1438149, + "TP": 136552, + "n_pred": 136650, + "n_ref": 138841 + }, + "10": { + "Dice": 0.9197080291970803, + "FN": 15, + "FP": 29, + "IoU": 0.8513513513513513, + "TN": 1576792, + "TP": 252, + "n_pred": 281, + "n_ref": 267 + }, + "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": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1577004, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 18512, + "IoU": 0.0, + "TN": 1558423, + "TP": 0, + "n_pred": 18512, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6202734904864905, + "FN": 50860, + "FP": 929, + "IoU": 0.4495626388342704, + "TN": 1483001, + "TP": 42298, + "n_pred": 43227, + "n_ref": 93158 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 1576831, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9371965687169191, + "FN": 2725, + "FP": 4157, + "IoU": 0.8818155278116467, + "TN": 1518857, + "TP": 51349, + "n_pred": 55506, + "n_ref": 54074 + }, + "7": { + "Dice": 0.9872713990911111, + "FN": 6050, + "FP": 1913, + "IoU": 0.9748627600771511, + "TN": 1260307, + "TP": 308818, + "n_pred": 310731, + "n_ref": 314868 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1321, + "IoU": 0.0, + "TN": 1575767, + "TP": 0, + "n_pred": 1321, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.880825851697349, + "FN": 25570, + "FP": 13854, + "IoU": 0.7870319851769422, + "TN": 2268131, + "TP": 145693, + "n_pred": 159547, + "n_ref": 171263 + }, + "10": { + "Dice": 0.8779637269401417, + "FN": 2276, + "FP": 5563, + "IoU": 0.7824735688320338, + "TN": 2417211, + "TP": 28198, + "n_pred": 33761, + "n_ref": 30474 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4449, + "FP": 0, + "IoU": 0.0, + "TN": 2448799, + "TP": 0, + "n_pred": 0, + "n_ref": 4449 + }, + "13": { + "Dice": 0.8484705660555215, + "FN": 2627, + "FP": 3803, + "IoU": 0.7368205631958088, + "TN": 2428816, + "TP": 18002, + "n_pred": 21805, + "n_ref": 20629 + }, + "14": { + "Dice": 0.20210617688871102, + "FN": 613843, + "FP": 173, + "IoU": 0.1124127433392938, + "TN": 1761467, + "TP": 77765, + "n_pred": 77938, + "n_ref": 691608 + }, + "15": { + "Dice": 0.2244427074013731, + "FN": 82060, + "FP": 291, + "IoU": 0.1264069080378075, + "TN": 2358981, + "TP": 11916, + "n_pred": 12207, + "n_ref": 93976 + }, + "2": { + "Dice": 0.968009466890743, + "FN": 2612, + "FP": 605, + "IoU": 0.9380022740850662, + "TN": 2401359, + "TP": 48672, + "n_pred": 49277, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9630835295747333, + "FN": 9782, + "FP": 1944, + "IoU": 0.9287956716318215, + "TN": 2288567, + "TP": 152955, + "n_pred": 154899, + "n_ref": 162737 + }, + "4": { + "Dice": 0.7778743997882718, + "FN": 539, + "FP": 5336, + "IoU": 0.636493008291053, + "TN": 2437086, + "TP": 10287, + "n_pred": 15623, + "n_ref": 10826 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6288024748310765, + "FN": 20722, + "FP": 20315, + "IoU": 0.4585790619434, + "TN": 2377453, + "TP": 34758, + "n_pred": 55073, + "n_ref": 55480 + }, + "7": { + "Dice": 0.569636235298796, + "FN": 1476, + "FP": 41813, + "IoU": 0.39824571158497596, + "TN": 2381310, + "TP": 28649, + "n_pred": 70462, + "n_ref": 30125 + }, + "8": { + "Dice": 0.9602872469285344, + "FN": 663, + "FP": 255, + "IoU": 0.9236082216859449, + "TN": 2441231, + "TP": 11099, + "n_pred": 11354, + "n_ref": 11762 + }, + "9": { + "Dice": 0.5222929936305732, + "FN": 138, + "FP": 12, + "IoU": 0.35344827586206895, + "TN": 2453016, + "TP": 82, + "n_pred": 94, + "n_ref": 220 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9611153981976798, + "FN": 1239, + "FP": 1734, + "IoU": 0.9251416341432708, + "TN": 1186909, + "TP": 36742, + "n_pred": 38476, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8867367197714396, + "FN": 2890, + "FP": 4127, + "IoU": 0.7965202261852979, + "TN": 1192139, + "TP": 27468, + "n_pred": 31595, + "n_ref": 30358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 1223122, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8143409699494198, + "FN": 2552, + "FP": 3688, + "IoU": 0.6868255959849435, + "TN": 1206699, + "TP": 13685, + "n_pred": 17373, + "n_ref": 16237 + }, + "14": { + "Dice": 0.6642432881919695, + "FN": 13082, + "FP": 1050, + "IoU": 0.4972786453701398, + "TN": 1198513, + "TP": 13979, + "n_pred": 15029, + "n_ref": 27061 + }, + "15": { + "Dice": 0.8896206436449547, + "FN": 15932, + "FP": 2102, + "IoU": 0.8011862239273273, + "TN": 1135916, + "TP": 72674, + "n_pred": 74776, + "n_ref": 88606 + }, + "2": { + "Dice": 0.9452311892168572, + "FN": 548, + "FP": 736, + "IoU": 0.8961501132319638, + "TN": 1214260, + "TP": 11080, + "n_pred": 11816, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9614594132518507, + "FN": 1249, + "FP": 870, + "IoU": 0.9257793345008757, + "TN": 1198074, + "TP": 26431, + "n_pred": 27301, + "n_ref": 27680 + }, + "4": { + "Dice": 0.7492085139545078, + "FN": 834, + "FP": 9464, + "IoU": 0.5989875389408099, + "TN": 1200944, + "TP": 15382, + "n_pred": 24846, + "n_ref": 16216 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767139939706312, + "FN": 4657, + "FP": 4921, + "IoU": 0.954487785639276, + "TN": 1016175, + "TP": 200871, + "n_pred": 205792, + "n_ref": 205528 + }, + "7": { + "Dice": 0.9197073170731708, + "FN": 1172, + "FP": 474, + "IoU": 0.8513501309491556, + "TN": 1215551, + "TP": 9427, + "n_pred": 9901, + "n_ref": 10599 + }, + "8": { + "Dice": 0.9665688749403015, + "FN": 648, + "FP": 332, + "IoU": 0.935300719614445, + "TN": 1211477, + "TP": 14167, + "n_pred": 14499, + "n_ref": 14815 + }, + "9": { + "Dice": 0.919431279620853, + "FN": 344, + "FP": 404, + "IoU": 0.8508771929824561, + "TN": 1221608, + "TP": 4268, + "n_pred": 4672, + "n_ref": 4612 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9514949504999751, + "FN": 767, + "FP": 208, + "IoU": 0.9074776997532739, + "TN": 1566550, + "TP": 9563, + "n_pred": 9771, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8703324159200484, + "FN": 1349, + "FP": 5294, + "IoU": 0.7704323184849846, + "TN": 1548151, + "TP": 22294, + "n_pred": 27588, + "n_ref": 23643 + }, + "11": { + "Dice": 0.0, + "FN": 1882, + "FP": 0, + "IoU": 0.0, + "TN": 1575206, + "TP": 0, + "n_pred": 0, + "n_ref": 1882 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8378183002942464, + "FN": 13501, + "FP": 2428, + "IoU": 0.7209013018415013, + "TN": 1520015, + "TP": 41144, + "n_pred": 43572, + "n_ref": 54645 + }, + "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": 0.05563140869979565, + "FN": 206057, + "FP": 59, + "IoU": 0.02861155490204395, + "TN": 1364901, + "TP": 6071, + "n_pred": 6130, + "n_ref": 212128 + }, + "3": { + "Dice": 0.2726977280113452, + "FN": 2639, + "FP": 21978, + "IoU": 0.15787493158182814, + "TN": 1547856, + "TP": 4615, + "n_pred": 26593, + "n_ref": 7254 + }, + "4": { + "Dice": 0.6302778695098363, + "FN": 1388, + "FP": 6449, + "IoU": 0.46015016876765175, + "TN": 1562571, + "TP": 6680, + "n_pred": 13129, + "n_ref": 8068 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1576994, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638592061709128, + "FN": 5082, + "FP": 13097, + "IoU": 0.9302396082765396, + "TN": 1316496, + "TP": 242413, + "n_pred": 255510, + "n_ref": 247495 + }, + "7": { + "Dice": 0.9622720278635924, + "FN": 15395, + "FP": 3583, + "IoU": 0.9272873563218391, + "TN": 1316088, + "TP": 242022, + "n_pred": 245605, + "n_ref": 257417 + }, + "8": { + "Dice": 0.851403839751415, + "FN": 8975, + "FP": 9771, + "IoU": 0.741256038647343, + "TN": 1504638, + "TP": 53704, + "n_pred": 63475, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9331138312843525, + "FN": 1412, + "FP": 1107, + "IoU": 0.8746142359382777, + "TN": 1556998, + "TP": 17571, + "n_pred": 18678, + "n_ref": 18983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346803506521274, + "FN": 208, + "FP": 1014, + "IoU": 0.877370797792273, + "TN": 1742355, + "TP": 8743, + "n_pred": 9757, + "n_ref": 8951 + }, + "10": { + "Dice": 0.9307637401855817, + "FN": 1109, + "FP": 1219, + "IoU": 0.8704939919893191, + "TN": 1734344, + "TP": 15648, + "n_pred": 16867, + "n_ref": 16757 + }, + "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": 0.07834757834757834, + "FN": 0, + "FP": 1294, + "IoU": 0.040770941438102296, + "TN": 1750971, + "TP": 55, + "n_pred": 1349, + "n_ref": 55 + }, + "14": { + "Dice": 0.9550225818759372, + "FN": 392, + "FP": 4677, + "IoU": 0.9139169567801647, + "TN": 1693435, + "TP": 53816, + "n_pred": 58493, + "n_ref": 54208 + }, + "15": { + "Dice": 0.9355572913860906, + "FN": 2909, + "FP": 6661, + "IoU": 0.8789174690334907, + "TN": 1673283, + "TP": 69467, + "n_pred": 76128, + "n_ref": 72376 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9679812903286402, + "FN": 3427, + "FP": 3391, + "IoU": 0.9379493620196946, + "TN": 1642442, + "TP": 103060, + "n_pred": 106451, + "n_ref": 106487 + }, + "4": { + "Dice": 0.4010178619957013, + "FN": 934, + "FP": 47556, + "IoU": 0.250795710886561, + "TN": 1687598, + "TP": 16232, + "n_pred": 63788, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.919425036166087, + "FN": 2943, + "FP": 10146, + "IoU": 0.8508664987979536, + "TN": 1664553, + "TP": 74678, + "n_pred": 84824, + "n_ref": 77621 + }, + "7": { + "Dice": 0.920529017972842, + "FN": 56618, + "FP": 3177, + "IoU": 0.8527593916829187, + "TN": 1346216, + "TP": 346309, + "n_pred": 349486, + "n_ref": 402927 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981162999677855, + "FN": 538, + "FP": 2795, + "IoU": 0.9630225437117245, + "TN": 4641128, + "TP": 86803, + "n_pred": 89598, + "n_ref": 87341 + }, + "10": { + "Dice": 0.75868439791382, + "FN": 1908, + "FP": 10631, + "IoU": 0.6111937984496124, + "TN": 4699014, + "TP": 19711, + "n_pred": 30342, + "n_ref": 21619 + }, + "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": 0.6552305240598612, + "FN": 4535, + "FP": 33109, + "IoU": 0.487243751276987, + "TN": 4657849, + "TP": 35771, + "n_pred": 68880, + "n_ref": 40306 + }, + "14": { + "Dice": 0.0, + "FN": 68, + "FP": 11365, + "IoU": 0.0, + "TN": 4719831, + "TP": 0, + "n_pred": 11365, + "n_ref": 68 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9602305475504322, + "FN": 13, + "FP": 125, + "IoU": 0.9235033259423503, + "TN": 4729460, + "TP": 1666, + "n_pred": 1791, + "n_ref": 1679 + }, + "3": { + "Dice": 0.9482462173314993, + "FN": 485, + "FP": 117, + "IoU": 0.9015857446460683, + "TN": 4725147, + "TP": 5515, + "n_pred": 5632, + "n_ref": 6000 + }, + "4": { + "Dice": 0.784665469456742, + "FN": 19375, + "FP": 3048, + "IoU": 0.6456374354030691, + "TN": 4667987, + "TP": 40854, + "n_pred": 43902, + "n_ref": 60229 + }, + "5": { + "Dice": 0.7554900163405205, + "FN": 1186, + "FP": 4949, + "IoU": 0.607058220713508, + "TN": 4715651, + "TP": 9478, + "n_pred": 14427, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9651367517834338, + "FN": 34196, + "FP": 44237, + "IoU": 0.9326225020037231, + "TN": 3567181, + "TP": 1085650, + "n_pred": 1129887, + "n_ref": 1119846 + }, + "7": { + "Dice": 0.7417976457026314, + "FN": 16613, + "FP": 169743, + "IoU": 0.5895694306794406, + "TN": 4277214, + "TP": 267694, + "n_pred": 437437, + "n_ref": 284307 + }, + "8": { + "Dice": 0.9692490118577075, + "FN": 1136, + "FP": 420, + "IoU": 0.9403328476110131, + "TN": 4705186, + "TP": 24522, + "n_pred": 24942, + "n_ref": 25658 + }, + "9": { + "Dice": 0.8829814735028005, + "FN": 572, + "FP": 4860, + "IoU": 0.790480598626861, + "TN": 4705338, + "TP": 20494, + "n_pred": 25354, + "n_ref": 21066 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767684619655747, + "FN": 639, + "FP": 1453, + "IoU": 0.9545918256603937, + "TN": 1355785, + "TP": 43979, + "n_pred": 45432, + "n_ref": 44618 + }, + "10": { + "Dice": 0.8495523264347571, + "FN": 3624, + "FP": 9701, + "IoU": 0.7384536871650932, + "TN": 1350909, + "TP": 37622, + "n_pred": 47323, + "n_ref": 41246 + }, + "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": 0.7168973498984363, + "FN": 3716, + "FP": 2277, + "IoU": 0.5587217436123997, + "TN": 1388275, + "TP": 7588, + "n_pred": 9865, + "n_ref": 11304 + }, + "14": { + "Dice": 0.9141388228642032, + "FN": 15460, + "FP": 940, + "IoU": 0.8418560697376161, + "TN": 1298153, + "TP": 87303, + "n_pred": 88243, + "n_ref": 102763 + }, + "15": { + "Dice": 0.892065606827143, + "FN": 2421, + "FP": 3574, + "IoU": 0.8051610387077903, + "TN": 1371087, + "TP": 24774, + "n_pred": 28348, + "n_ref": 27195 + }, + "2": { + "Dice": 0.9630750352928562, + "FN": 4722, + "FP": 1477, + "IoU": 0.9287798713235295, + "TN": 1314816, + "TP": 80841, + "n_pred": 82318, + "n_ref": 85563 + }, + "3": { + "Dice": 0.9460968559158174, + "FN": 3909, + "FP": 4538, + "IoU": 0.8977075941242719, + "TN": 1319279, + "TP": 74130, + "n_pred": 78668, + "n_ref": 78039 + }, + "4": { + "Dice": 0.620157919182536, + "FN": 1840, + "FP": 2249, + "IoU": 0.44944122795206676, + "TN": 1394429, + "TP": 3338, + "n_pred": 5587, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600645498125208, + "FN": 3663, + "FP": 8958, + "IoU": 0.923196290346137, + "TN": 1237528, + "TP": 151707, + "n_pred": 160665, + "n_ref": 155370 + }, + "7": { + "Dice": 0.9241641684293823, + "FN": 9976, + "FP": 14941, + "IoU": 0.859019695486616, + "TN": 1225115, + "TP": 151824, + "n_pred": 166765, + "n_ref": 161800 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 4030335, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8737288628043466, + "FN": 5588, + "FP": 3104, + "IoU": 0.7757713342276339, + "TN": 3991572, + "TP": 30072, + "n_pred": 33176, + "n_ref": 35660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2958, + "FP": 0, + "IoU": 0.0, + "TN": 4027378, + "TP": 0, + "n_pred": 0, + "n_ref": 2958 + }, + "13": { + "Dice": 0.8318525467689422, + "FN": 2160, + "FP": 887, + "IoU": 0.7121126228269086, + "TN": 4019752, + "TP": 7537, + "n_pred": 8424, + "n_ref": 9697 + }, + "14": { + "Dice": 0.8380513495720869, + "FN": 408, + "FP": 3528, + "IoU": 0.7212464589235128, + "TN": 4016216, + "TP": 10184, + "n_pred": 13712, + "n_ref": 10592 + }, + "15": { + "Dice": 0.09295869034512469, + "FN": 18933, + "FP": 16, + "IoU": 0.048744979919678716, + "TN": 4010416, + "TP": 971, + "n_pred": 987, + "n_ref": 19904 + }, + "2": { + "Dice": 0.9675911940185786, + "FN": 3022, + "FP": 3844, + "IoU": 0.9372171066467937, + "TN": 3920975, + "TP": 102495, + "n_pred": 106339, + "n_ref": 105517 + }, + "3": { + "Dice": 0.980060670097822, + "FN": 360, + "FP": 225, + "IoU": 0.9609009490709798, + "TN": 4015374, + "TP": 14377, + "n_pred": 14602, + "n_ref": 14737 + }, + "4": { + "Dice": 0.35124508519003933, + "FN": 1447, + "FP": 38, + "IoU": 0.21303656597774245, + "TN": 4028449, + "TP": 402, + "n_pred": 440, + "n_ref": 1849 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 4030266, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749766005241483, + "FN": 2169, + "FP": 8525, + "IoU": 0.9511749692960229, + "TN": 3811309, + "TP": 208333, + "n_pred": 216858, + "n_ref": 210502 + }, + "7": { + "Dice": 0.9741953272824778, + "FN": 14579, + "FP": 5823, + "IoU": 0.9496889156311573, + "TN": 3624819, + "TP": 385115, + "n_pred": 390938, + "n_ref": 399694 + }, + "8": { + "Dice": 0.9280108025993755, + "FN": 683, + "FP": 170, + "IoU": 0.8656904424500079, + "TN": 4023985, + "TP": 5498, + "n_pred": 5668, + "n_ref": 6181 + }, + "9": { + "Dice": 0.27586206896551724, + "FN": 42, + "FP": 0, + "IoU": 0.16, + "TN": 4030286, + "TP": 8, + "n_pred": 8, + "n_ref": 50 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8062200156570962, + "FN": 4380, + "FP": 24581, + "IoU": 0.6753505890793323, + "TN": 1663113, + "TP": 60246, + "n_pred": 84827, + "n_ref": 64626 + }, + "10": { + "Dice": 0.015621244893054553, + "FN": 19910, + "FP": 12858, + "IoU": 0.00787210851398813, + "TN": 1719292, + "TP": 260, + "n_pred": 13118, + "n_ref": 20170 + }, + "11": { + "Dice": 0.0, + "FN": 1742, + "FP": 0, + "IoU": 0.0, + "TN": 1750578, + "TP": 0, + "n_pred": 0, + "n_ref": 1742 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 1751030, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": 0.3862114683460391, + "FN": 6071, + "FP": 12447, + "IoU": 0.2393197502464673, + "TN": 1727976, + "TP": 5826, + "n_pred": 18273, + "n_ref": 11897 + }, + "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": 0.8731712396522101, + "FN": 15267, + "FP": 4221, + "IoU": 0.7748925749665019, + "TN": 1665748, + "TP": 67084, + "n_pred": 71305, + "n_ref": 82351 + }, + "3": { + "Dice": 0.9560518934739173, + "FN": 1823, + "FP": 2862, + "IoU": 0.9158040399683703, + "TN": 1696676, + "TP": 50959, + "n_pred": 53821, + "n_ref": 52782 + }, + "4": { + "Dice": 0.17859831146373717, + "FN": 79670, + "FP": 1082, + "IoU": 0.09805542214428523, + "TN": 1662789, + "TP": 8779, + "n_pred": 9861, + "n_ref": 88449 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9161049014917584, + "FN": 46833, + "FP": 7179, + "IoU": 0.8451970146858198, + "TN": 1403412, + "TP": 294896, + "n_pred": 302075, + "n_ref": 341729 + }, + "7": { + "Dice": 0.4669467814422336, + "FN": 5006, + "FP": 104352, + "IoU": 0.3045861525156433, + "TN": 1595064, + "TP": 47898, + "n_pred": 152250, + "n_ref": 52904 + }, + "8": { + "Dice": 0.7496258369436786, + "FN": 12048, + "FP": 666, + "IoU": 0.5995212146029546, + "TN": 1720573, + "TP": 19033, + "n_pred": 19699, + "n_ref": 31081 + }, + "9": { + "Dice": 0.8624543305394369, + "FN": 1056, + "FP": 224, + "IoU": 0.7581711694691101, + "TN": 1747027, + "TP": 4013, + "n_pred": 4237, + "n_ref": 5069 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6327734036821538, + "FN": 4582.051111111111, + "FP": 5573.391111111111, + "IoU": 0.5577900258756305, + "TN": 1574661.1822222222, + "TP": 27317.775555555552, + "n_pred": 32891.16666666667, + "n_ref": 31899.826666666664 + }, + "mean": { + "1": { + "Dice": 0.8715795656311275, + "FN": 3927.5333333333333, + "FP": 3091.2, + "IoU": 0.814210493993101, + "TN": 1556975.4, + "TP": 48140.26666666667, + "n_pred": 51231.46666666667, + "n_ref": 52067.8 + }, + "10": { + "Dice": 0.7615607830238856, + "FN": 4882.333333333333, + "FP": 4421.133333333333, + "IoU": 0.6395690676450836, + "TN": 1583795.2, + "TP": 19035.733333333334, + "n_pred": 23456.866666666665, + "n_ref": 23918.066666666666 + }, + "11": { + "Dice": 0.0, + "FN": 521.3333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 1611613.0666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 521.3333333333334 + }, + "12": { + "Dice": 0.016091077688588, + "FN": 888.8, + "FP": 2.966666666666667, + "IoU": 0.008462852567313205, + "TN": 1611226.8666666667, + "TP": 15.766666666666667, + "n_pred": 18.733333333333334, + "n_ref": 904.5666666666667 + }, + "13": { + "Dice": 0.62443616348648, + "FN": 3879.2, + "FP": 4023.866666666667, + "IoU": 0.49192990068730325, + "TN": 1596242.3666666667, + "TP": 7988.966666666666, + "n_pred": 12012.833333333334, + "n_ref": 11868.166666666666 + }, + "14": { + "Dice": 0.5966032384251436, + "FN": 1924.7, + "FP": 12696.333333333334, + "IoU": 0.5293417320357364, + "TN": 1573703.7666666666, + "TP": 23809.6, + "n_pred": 36505.933333333334, + "n_ref": 25734.3 + }, + "15": { + "Dice": 0.8276650899472549, + "FN": 4436.333333333333, + "FP": 2353.5333333333333, + "IoU": 0.7203224496860364, + "TN": 1585230.8666666667, + "TP": 20113.666666666668, + "n_pred": 22467.2, + "n_ref": 24550.0 + }, + "2": { + "Dice": 0.6921021600653307, + "FN": 846.7666666666667, + "FP": 2624.5333333333333, + "IoU": 0.6425774362840184, + "TN": 1586339.0333333334, + "TP": 22324.066666666666, + "n_pred": 24948.6, + "n_ref": 23170.833333333332 + }, + "3": { + "Dice": 0.7544865790466909, + "FN": 18764.433333333334, + "FP": 1863.4, + "IoU": 0.7013745956408202, + "TN": 1563509.1, + "TP": 27997.466666666667, + "n_pred": 29860.866666666665, + "n_ref": 46761.9 + }, + "4": { + "Dice": 0.6606686804391174, + "FN": 1092.6333333333334, + "FP": 1163.7666666666667, + "IoU": 0.5659442900837768, + "TN": 1601716.8, + "TP": 8161.2, + "n_pred": 9324.966666666667, + "n_ref": 9253.833333333334 + }, + "5": { + "Dice": 0.43392466778831723, + "FN": 695.8, + "FP": 478.43333333333334, + "IoU": 0.3463011112870722, + "TN": 1609257.5333333334, + "TP": 1702.6333333333334, + "n_pred": 2181.0666666666666, + "n_ref": 2398.4333333333334 + }, + "6": { + "Dice": 0.8723432425611016, + "FN": 5604.3, + "FP": 31102.333333333332, + "IoU": 0.8151993216035429, + "TN": 1451854.4, + "TP": 123573.36666666667, + "n_pred": 154675.7, + "n_ref": 129177.66666666667 + }, + "7": { + "Dice": 0.8144068263443603, + "FN": 18974.533333333333, + "FP": 17014.366666666665, + "IoU": 0.7162577246705047, + "TN": 1486590.4, + "TP": 89555.1, + "n_pred": 106569.46666666666, + "n_ref": 108529.63333333333 + }, + "8": { + "Dice": 0.7920588930517054, + "FN": 879.8333333333334, + "FP": 1374.6, + "IoU": 0.7117042121614167, + "TN": 1600666.5333333334, + "TP": 9213.433333333332, + "n_pred": 10588.033333333333, + "n_ref": 10093.266666666666 + }, + "9": { + "Dice": 0.7736740877332035, + "FN": 1412.2333333333333, + "FP": 1390.4, + "IoU": 0.6636551997887294, + "TN": 1601196.4, + "TP": 8135.366666666667, + "n_pred": 9525.766666666666, + "n_ref": 9547.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7972972972972973, + "FN": 14, + "FP": 16, + "IoU": 0.6629213483146067, + "TN": 525607, + "TP": 59, + "n_pred": 75, + "n_ref": 73 + }, + "10": { + "Dice": 0.8849247988807275, + "FN": 93, + "FP": 236, + "IoU": 0.7936010037641155, + "TN": 524102, + "TP": 1265, + "n_pred": 1501, + "n_ref": 1358 + }, + "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": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.22092428999050887, + "FN": 59, + "FP": 10612, + "IoU": 0.12417925147734735, + "TN": 513512, + "TP": 1513, + "n_pred": 12125, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8389777564689302, + "FN": 7198, + "FP": 3885, + "IoU": 0.7226198818700571, + "TN": 485740, + "TP": 28873, + "n_pred": 32758, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9082813891362422, + "FN": 102, + "FP": 1, + "IoU": 0.831973898858075, + "TN": 525083, + "TP": 510, + "n_pred": 511, + "n_ref": 612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 525613, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "5": { + "Dice": 0.7391785150078989, + "FN": 1903, + "FP": 1399, + "IoU": 0.5862673850394687, + "TN": 517715, + "TP": 4679, + "n_pred": 6078, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9165798249270529, + "FN": 2814, + "FP": 388, + "IoU": 0.8460058673592075, + "TN": 504903, + "TP": 17591, + "n_pred": 17979, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8402642106242442, + "FN": 612, + "FP": 1105, + "IoU": 0.7245307235681052, + "TN": 519463, + "TP": 4516, + "n_pred": 5621, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9349926071956629, + "FN": 622, + "FP": 2016, + "IoU": 0.8779212365218196, + "TN": 504087, + "TP": 18971, + "n_pred": 20987, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8800300864986838, + "FN": 162, + "FP": 157, + "IoU": 0.7857622565480188, + "TN": 524207, + "TP": 1170, + "n_pred": 1327, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8771351936379465, + "FN": 1109, + "FP": 1502, + "IoU": 0.781158327047188, + "TN": 1740389, + "TP": 9320, + "n_pred": 10822, + "n_ref": 10429 + }, + "10": { + "Dice": 0.47550322825674135, + "FN": 3845, + "FP": 298, + "IoU": 0.31190832087693077, + "TN": 1746299, + "TP": 1878, + "n_pred": 2176, + "n_ref": 5723 + }, + "11": { + "Dice": 0.0, + "FN": 1950, + "FP": 0, + "IoU": 0.0, + "TN": 1750370, + "TP": 0, + "n_pred": 0, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 1752285, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "13": { + "Dice": 0.2771384457025219, + "FN": 30396, + "FP": 4717, + "IoU": 0.16085938246821527, + "TN": 1710476, + "TP": 6731, + "n_pred": 11448, + "n_ref": 37127 + }, + "14": { + "Dice": 0.4362451801622125, + "FN": 3911, + "FP": 4569, + "IoU": 0.27897287645608365, + "TN": 1740559, + "TP": 3281, + "n_pred": 7850, + "n_ref": 7192 + }, + "15": { + "Dice": 0.8285079076347834, + "FN": 11044, + "FP": 9320, + "IoU": 0.7072244985982317, + "TN": 1682765, + "TP": 49191, + "n_pred": 58511, + "n_ref": 60235 + }, + "2": { + "Dice": 0.822193534789367, + "FN": 1517, + "FP": 5232, + "IoU": 0.6980718471793496, + "TN": 1729967, + "TP": 15604, + "n_pred": 20836, + "n_ref": 17121 + }, + "3": { + "Dice": 0.017469215544520425, + "FN": 497341, + "FP": 77, + "IoU": 0.008811573409851746, + "TN": 1250480, + "TP": 4422, + "n_pred": 4499, + "n_ref": 501763 + }, + "4": { + "Dice": 0.5709629321405042, + "FN": 7657, + "FP": 4716, + "IoU": 0.39954382218771234, + "TN": 1731714, + "TP": 8233, + "n_pred": 12949, + "n_ref": 15890 + }, + "5": { + "Dice": 0.7170263788968825, + "FN": 772, + "FP": 1588, + "IoU": 0.5588785046728972, + "TN": 1746970, + "TP": 2990, + "n_pred": 4578, + "n_ref": 3762 + }, + "6": { + "Dice": 0.3999390864349644, + "FN": 11286, + "FP": 422159, + "IoU": 0.24995241308899618, + "TN": 1174430, + "TP": 144445, + "n_pred": 566604, + "n_ref": 155731 + }, + "7": { + "Dice": 0.5587857988864574, + "FN": 90769, + "FP": 43710, + "IoU": 0.38771877105756797, + "TN": 1532684, + "TP": 85157, + "n_pred": 128867, + "n_ref": 175926 + }, + "8": { + "Dice": 0.8450560072781031, + "FN": 394, + "FP": 2331, + "IoU": 0.73168570303269, + "TN": 1742164, + "TP": 7431, + "n_pred": 9762, + "n_ref": 7825 + }, + "9": { + "Dice": 0.7421773142112125, + "FN": 1125, + "FP": 2039, + "IoU": 0.5900492355532522, + "TN": 1744602, + "TP": 4554, + "n_pred": 6593, + "n_ref": 5679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778033215743787, + "FN": 3929, + "FP": 1671, + "IoU": 0.9565706308891387, + "TN": 1448143, + "TP": 123345, + "n_pred": 125016, + "n_ref": 127274 + }, + "10": { + "Dice": 0.730504911422284, + "FN": 6175, + "FP": 15746, + "IoU": 0.5754294900350565, + "TN": 1525457, + "TP": 29710, + "n_pred": 45456, + "n_ref": 35885 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 1577000, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.7076591619088657, + "FN": 8698, + "FP": 4871, + "IoU": 0.5475793544945319, + "TN": 1547096, + "TP": 16423, + "n_pred": 21294, + "n_ref": 25121 + }, + "14": { + "Dice": 0.9784700441231194, + "FN": 6488, + "FP": 397, + "IoU": 0.9578476269775187, + "TN": 1413752, + "TP": 156451, + "n_pred": 156848, + "n_ref": 162939 + }, + "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": 0.42857142857142855, + "FN": 8, + "FP": 0, + "IoU": 0.2727272727272727, + "TN": 1577077, + "TP": 3, + "n_pred": 3, + "n_ref": 11 + }, + "4": { + "Dice": 0.91399969664796, + "FN": 1368, + "FP": 2034, + "IoU": 0.8416201117318436, + "TN": 1555608, + "TP": 18078, + "n_pred": 20112, + "n_ref": 19446 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9100833978862871, + "FN": 5517, + "FP": 14332, + "IoU": 0.8350027847280526, + "TN": 1456789, + "TP": 100450, + "n_pred": 114782, + "n_ref": 105967 + }, + "7": { + "Dice": 0.8581054632891573, + "FN": 10750, + "FP": 9550, + "IoU": 0.7514752332215175, + "TN": 1495406, + "TP": 61382, + "n_pred": 70932, + "n_ref": 72132 + }, + "8": { + "Dice": 0.9189985930276705, + "FN": 2469, + "FP": 1158, + "IoU": 0.8501363523675729, + "TN": 1552886, + "TP": 20575, + "n_pred": 21733, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9444198732124429, + "FN": 1007, + "FP": 3140, + "IoU": 0.8946927374301676, + "TN": 1537708, + "TP": 35233, + "n_pred": 38373, + "n_ref": 36240 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7439230981365481, + "FN": 7112, + "FP": 5888, + "IoU": 0.5922591976915598, + "TN": 844277, + "TP": 18883, + "n_pred": 24771, + "n_ref": 25995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.2954279015240328, + "FN": 149, + "FP": 452, + "IoU": 0.1733149931224209, + "TN": 875433, + "TP": 126, + "n_pred": 578, + "n_ref": 275 + }, + "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": 0.9536619595861744, + "FN": 2612, + "FP": 4850, + "IoU": 0.9114281644668123, + "TN": 791912, + "TP": 76786, + "n_pred": 81636, + "n_ref": 79398 + }, + "7": { + "Dice": 0.9319616798142424, + "FN": 17933, + "FP": 4190, + "IoU": 0.8725919868232367, + "TN": 702521, + "TP": 151516, + "n_pred": 155706, + "n_ref": 169449 + }, + "8": { + "Dice": 0.9057383094851748, + "FN": 92, + "FP": 547, + "IoU": 0.827716365597196, + "TN": 872451, + "TP": 3070, + "n_pred": 3617, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8270676691729323, + "FN": 31, + "FP": 245, + "IoU": 0.7051282051282052, + "TN": 875224, + "TP": 660, + "n_pred": 905, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.9816675873252768, + "FN": 2948, + "FP": 2727, + "IoU": 0.9639952289713104, + "TN": 893774, + "TP": 151943, + "n_pred": 154670, + "n_ref": 154891 + }, + "7": { + "Dice": 0.7624172185430463, + "FN": 43, + "FP": 531, + "IoU": 0.6160535117056856, + "TN": 1049897, + "TP": 921, + "n_pred": 1452, + "n_ref": 964 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5401836840096108, + "FN": 63, + "FP": 20414, + "IoU": 0.370035379172435, + "TN": 4873991, + "TP": 12028, + "n_pred": 32442, + "n_ref": 12091 + }, + "10": { + "Dice": 0.050872398570527645, + "FN": 492, + "FP": 4023, + "IoU": 0.02610008628127696, + "TN": 4901860, + "TP": 121, + "n_pred": 4144, + "n_ref": 613 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 9, + "IoU": 0.0, + "TN": 4903782, + "TP": 0, + "n_pred": 9, + "n_ref": 2705 + }, + "13": { + "Dice": 0.7074103727426385, + "FN": 1571, + "FP": 1718, + "IoU": 0.5472814865794907, + "TN": 4899231, + "TP": 3976, + "n_pred": 5694, + "n_ref": 5547 + }, + "14": { + "Dice": 0.006684225309684799, + "FN": 7595, + "FP": 236416, + "IoU": 0.003353319827473533, + "TN": 4661664, + "TP": 821, + "n_pred": 237237, + "n_ref": 8416 + }, + "15": { + "Dice": 0.8438681553311685, + "FN": 2718, + "FP": 4302, + "IoU": 0.7299065060982648, + "TN": 4880505, + "TP": 18971, + "n_pred": 23273, + "n_ref": 21689 + }, + "2": { + "Dice": 0.9117802001864084, + "FN": 3090, + "FP": 3441, + "IoU": 0.8378640053623296, + "TN": 4866215, + "TP": 33750, + "n_pred": 37191, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 867, + "IoU": 0.0, + "TN": 4905629, + "TP": 0, + "n_pred": 867, + "n_ref": 0 + }, + "4": { + "Dice": 0.7291246470350948, + "FN": 1514, + "FP": 6544, + "IoU": 0.5737184573877162, + "TN": 4887593, + "TP": 10845, + "n_pred": 17389, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6545096914313814, + "FN": 6159, + "FP": 2272, + "IoU": 0.48644697569592493, + "TN": 4890079, + "TP": 7986, + "n_pred": 10258, + "n_ref": 14145 + }, + "6": { + "Dice": 0.8641422644111676, + "FN": 8246, + "FP": 62284, + "IoU": 0.7607838881012624, + "TN": 4611658, + "TP": 224308, + "n_pred": 286592, + "n_ref": 232554 + }, + "7": { + "Dice": 0.7897198101445788, + "FN": 8512, + "FP": 39557, + "IoU": 0.6525099037099152, + "TN": 4768164, + "TP": 90263, + "n_pred": 129820, + "n_ref": 98775 + }, + "8": { + "Dice": 0.8284891332809636, + "FN": 8526, + "FP": 2609, + "IoU": 0.7071971390254805, + "TN": 4868467, + "TP": 26894, + "n_pred": 29503, + "n_ref": 35420 + }, + "9": { + "Dice": 0.7526655566266468, + "FN": 4123, + "FP": 4344, + "IoU": 0.6034192037470726, + "TN": 4885146, + "TP": 12883, + "n_pred": 17227, + "n_ref": 17006 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9130685674629302, + "FN": 31844, + "FP": 2353, + "IoU": 0.8400424719815892, + "TN": 1012836, + "TP": 179591, + "n_pred": 181944, + "n_ref": 211435 + }, + "10": { + "Dice": 0.8748518491643084, + "FN": 3236, + "FP": 7112, + "IoU": 0.7775436937033773, + "TN": 1180107, + "TP": 36169, + "n_pred": 43281, + "n_ref": 39405 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8660782949426887, + "FN": 1564, + "FP": 2093, + "IoU": 0.7637902079834646, + "TN": 1211142, + "TP": 11825, + "n_pred": 13918, + "n_ref": 13389 + }, + "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": 0.8273381294964028, + "FN": 50, + "FP": 238, + "IoU": 0.7055214723926381, + "TN": 1225646, + "TP": 690, + "n_pred": 928, + "n_ref": 740 + }, + "4": { + "Dice": 0.8739075483367844, + "FN": 676, + "FP": 4013, + "IoU": 0.7760531091794822, + "TN": 1205686, + "TP": 16249, + "n_pred": 20262, + "n_ref": 16925 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9428831944662789, + "FN": 15414, + "FP": 2752, + "IoU": 0.8919385157160873, + "TN": 1058516, + "TP": 149942, + "n_pred": 152694, + "n_ref": 165356 + }, + "7": { + "Dice": 0.9531481293724019, + "FN": 5154, + "FP": 4088, + "IoU": 0.9104899710414427, + "TN": 1123373, + "TP": 94009, + "n_pred": 98097, + "n_ref": 99163 + }, + "8": { + "Dice": 0.8400606980273141, + "FN": 205, + "FP": 322, + "IoU": 0.7242281527995814, + "TN": 1224713, + "TP": 1384, + "n_pred": 1706, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7803709290975241, + "FN": 787, + "FP": 1688, + "IoU": 0.6398428405122235, + "TN": 1219752, + "TP": 4397, + "n_pred": 6085, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524811037863122, + "FN": 6910, + "FP": 9222, + "IoU": 0.9092734338531795, + "TN": 2275439, + "TP": 161677, + "n_pred": 170899, + "n_ref": 168587 + }, + "10": { + "Dice": 0.6469026979643518, + "FN": 25510, + "FP": 3492, + "IoU": 0.4780903021468805, + "TN": 2397679, + "TP": 26567, + "n_pred": 30059, + "n_ref": 52077 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 2451381, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": 0.09885781803859787, + "FN": 4574, + "FP": 2, + "IoU": 0.051999171327946965, + "TN": 2448421, + "TP": 251, + "n_pred": 253, + "n_ref": 4825 + }, + "13": { + "Dice": 0.7853817854193258, + "FN": 7443, + "FP": 3991, + "IoU": 0.6466079431308916, + "TN": 2420893, + "TP": 20921, + "n_pred": 24912, + "n_ref": 28364 + }, + "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": 0.9449707720217698, + "FN": 3620, + "FP": 4570, + "IoU": 0.8956820787160871, + "TN": 2374738, + "TP": 70320, + "n_pred": 74890, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9293233483463476, + "FN": 1071, + "FP": 4233, + "IoU": 0.8679775980087119, + "TN": 2413073, + "TP": 34871, + "n_pred": 39104, + "n_ref": 35942 + }, + "4": { + "Dice": 0.8340210302142952, + "FN": 300, + "FP": 947, + "IoU": 0.715296803652968, + "TN": 2448868, + "TP": 3133, + "n_pred": 4080, + "n_ref": 3433 + }, + "5": { + "Dice": 0.8493896161200176, + "FN": 1167, + "FP": 881, + "IoU": 0.7382078486514125, + "TN": 2445425, + "TP": 5775, + "n_pred": 6656, + "n_ref": 6942 + }, + "6": { + "Dice": 0.39322376227625033, + "FN": 4689, + "FP": 235649, + "IoU": 0.24472839032852106, + "TN": 2135034, + "TP": 77876, + "n_pred": 313525, + "n_ref": 82565 + }, + "7": { + "Dice": 0.7617937859248503, + "FN": 242105, + "FP": 4432, + "IoU": 0.6152398342580238, + "TN": 1812493, + "TP": 394218, + "n_pred": 398650, + "n_ref": 636323 + }, + "8": { + "Dice": 0.9478277924879867, + "FN": 540, + "FP": 524, + "IoU": 0.90082952744897, + "TN": 2442519, + "TP": 9665, + "n_pred": 10189, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7666442501681238, + "FN": 861, + "FP": 527, + "IoU": 0.6215921483097055, + "TN": 2449580, + "TP": 2280, + "n_pred": 2807, + "n_ref": 3141 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8528264051411628, + "FN": 53334, + "FP": 5087, + "IoU": 0.7434153025864454, + "TN": 2050329, + "TP": 169266, + "n_pred": 174353, + "n_ref": 222600 + }, + "10": { + "Dice": 0.691066974595843, + "FN": 5486, + "FP": 11235, + "IoU": 0.5279620585495299, + "TN": 2242593, + "TP": 18702, + "n_pred": 29937, + "n_ref": 24188 + }, + "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": 0.6621571596836614, + "FN": 5446, + "FP": 4593, + "IoU": 0.49494390501584745, + "TN": 2258139, + "TP": 9838, + "n_pred": 14431, + "n_ref": 15284 + }, + "14": { + "Dice": 0.8337528279158138, + "FN": 6029, + "FP": 10946, + "IoU": 0.7149023362053039, + "TN": 2218475, + "TP": 42566, + "n_pred": 53512, + "n_ref": 48595 + }, + "15": { + "Dice": 0.48851596651107654, + "FN": 2301, + "FP": 25313, + "IoU": 0.3232028626749344, + "TN": 2237215, + "TP": 13187, + "n_pred": 38500, + "n_ref": 15488 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21738, + "IoU": 0.0, + "TN": 2256278, + "TP": 0, + "n_pred": 21738, + "n_ref": 0 + }, + "3": { + "Dice": 0.8351827061331747, + "FN": 26094, + "FP": 7148, + "IoU": 0.7170074745032605, + "TN": 2160550, + "TP": 84224, + "n_pred": 91372, + "n_ref": 110318 + }, + "4": { + "Dice": 0.9050532756619897, + "FN": 4905, + "FP": 2295, + "IoU": 0.8265728875614221, + "TN": 2236500, + "TP": 34316, + "n_pred": 36611, + "n_ref": 39221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5976782555702543, + "FN": 5186, + "FP": 48948, + "IoU": 0.42620622403120495, + "TN": 2183672, + "TP": 40210, + "n_pred": 89158, + "n_ref": 45396 + }, + "7": { + "Dice": 0.9041140100557141, + "FN": 1473, + "FP": 9817, + "IoU": 0.8250073624006076, + "TN": 2213499, + "TP": 53227, + "n_pred": 63044, + "n_ref": 54700 + }, + "8": { + "Dice": 0.41025641025641024, + "FN": 7, + "FP": 16, + "IoU": 0.25806451612903225, + "TN": 2277985, + "TP": 8, + "n_pred": 24, + "n_ref": 15 + }, + "9": { + "Dice": 0.7269439421338155, + "FN": 243, + "FP": 1720, + "IoU": 0.5710227272727273, + "TN": 2273440, + "TP": 2613, + "n_pred": 4333, + "n_ref": 2856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 626, + "IoU": 0.0, + "TN": 1050766, + "TP": 0, + "n_pred": 626, + "n_ref": 0 + }, + "10": { + "Dice": 0.8275277641496811, + "FN": 885, + "FP": 2982, + "IoU": 0.7057973219720024, + "TN": 1038248, + "TP": 9277, + "n_pred": 12259, + "n_ref": 10162 + }, + "11": { + "Dice": 0.0, + "FN": 2555, + "FP": 0, + "IoU": 0.0, + "TN": 1048837, + "TP": 0, + "n_pred": 0, + "n_ref": 2555 + }, + "12": { + "Dice": 0.11794071762870514, + "FN": 2814, + "FP": 13, + "IoU": 0.0626657824933687, + "TN": 1048376, + "TP": 189, + "n_pred": 202, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7822931785195936, + "FN": 1751, + "FP": 2149, + "IoU": 0.6424314660309892, + "TN": 1040485, + "TP": 7007, + "n_pred": 9156, + "n_ref": 8758 + }, + "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": 0.9646558391337974, + "FN": 1258, + "FP": 570, + "IoU": 0.931724807649212, + "TN": 1024618, + "TP": 24946, + "n_pred": 25516, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9377660652746808, + "FN": 1118, + "FP": 1952, + "IoU": 0.882824427480916, + "TN": 1025192, + "TP": 23130, + "n_pred": 25082, + "n_ref": 24248 + }, + "4": { + "Dice": 0.7562753036437248, + "FN": 568, + "FP": 335, + "IoU": 0.6080729166666666, + "TN": 1049088, + "TP": 1401, + "n_pred": 1736, + "n_ref": 1969 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 1051279, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "6": { + "Dice": 0.9428441581008649, + "FN": 2126, + "FP": 6426, + "IoU": 0.8918686543008509, + "TN": 972303, + "TP": 70537, + "n_pred": 76963, + "n_ref": 72663 + }, + "7": { + "Dice": 0.9732330989789201, + "FN": 6995, + "FP": 1910, + "IoU": 0.9478617766224033, + "TN": 880596, + "TP": 161891, + "n_pred": 163801, + "n_ref": 168886 + }, + "8": { + "Dice": 0.9302849984340745, + "FN": 641, + "FP": 472, + "IoU": 0.8696568684857712, + "TN": 1042853, + "TP": 7426, + "n_pred": 7898, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8938975017280537, + "FN": 1179, + "FP": 3119, + "IoU": 0.8081506941034683, + "TN": 1028989, + "TP": 18105, + "n_pred": 21224, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.897868826536887, + "FN": 2236, + "FP": 15203, + "IoU": 0.8146660290132313, + "TN": 1482993, + "TP": 76656, + "n_pred": 91859, + "n_ref": 78892 + }, + "10": { + "Dice": 0.7920280141164884, + "FN": 10163, + "FP": 5041, + "IoU": 0.6556675348205186, + "TN": 1532933, + "TP": 28951, + "n_pred": 33992, + "n_ref": 39114 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 1577052, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 1573504, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": 0.6648680899634232, + "FN": 1079, + "FP": 11840, + "IoU": 0.49797932696044145, + "TN": 1551354, + "TP": 12815, + "n_pred": 24655, + "n_ref": 13894 + }, + "14": { + "Dice": 0.22710518585898784, + "FN": 3276, + "FP": 78293, + "IoU": 0.12809851100445738, + "TN": 1483535, + "TP": 11984, + "n_pred": 90277, + "n_ref": 15260 + }, + "15": { + "Dice": 0.9108716535104205, + "FN": 963, + "FP": 3305, + "IoU": 0.8363308662806305, + "TN": 1551011, + "TP": 21809, + "n_pred": 25114, + "n_ref": 22772 + }, + "2": { + "Dice": 0.8536949489922866, + "FN": 894, + "FP": 3810, + "IoU": 0.7447362708921207, + "TN": 1558660, + "TP": 13724, + "n_pred": 17534, + "n_ref": 14618 + }, + "3": { + "Dice": 0.9333681376050997, + "FN": 5127, + "FP": 4573, + "IoU": 0.8750611813802519, + "TN": 1499450, + "TP": 67938, + "n_pred": 72511, + "n_ref": 73065 + }, + "4": { + "Dice": 0.8847944928123102, + "FN": 267, + "FP": 3716, + "IoU": 0.7933914306463326, + "TN": 1557810, + "TP": 15295, + "n_pred": 19011, + "n_ref": 15562 + }, + "5": { + "Dice": 0.7732342007434945, + "FN": 28, + "FP": 460, + "IoU": 0.6303030303030303, + "TN": 1575768, + "TP": 832, + "n_pred": 1292, + "n_ref": 860 + }, + "6": { + "Dice": 0.947010979415617, + "FN": 2639, + "FP": 638, + "IoU": 0.8993550368550368, + "TN": 1544528, + "TP": 29283, + "n_pred": 29921, + "n_ref": 31922 + }, + "7": { + "Dice": 0.9662506654048619, + "FN": 2802, + "FP": 8610, + "IoU": 0.9347049938206619, + "TN": 1402312, + "TP": 163364, + "n_pred": 171974, + "n_ref": 166166 + }, + "8": { + "Dice": 0.9055681496174554, + "FN": 282, + "FP": 2384, + "IoU": 0.8274321962586575, + "TN": 1561639, + "TP": 12783, + "n_pred": 15167, + "n_ref": 13065 + }, + "9": { + "Dice": 0.657608695652174, + "FN": 93, + "FP": 33, + "IoU": 0.4898785425101215, + "TN": 1576841, + "TP": 121, + "n_pred": 154, + "n_ref": 214 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8945523064446883, + "FN": 2813, + "FP": 6029, + "IoU": 0.8092217403499687, + "TN": 1705973, + "TP": 37505, + "n_pred": 43534, + "n_ref": 40318 + }, + "10": { + "Dice": 0.8288275889188179, + "FN": 13159, + "FP": 4253, + "IoU": 0.7076904997733644, + "TN": 1692753, + "TP": 42155, + "n_pred": 46408, + "n_ref": 55314 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 1751460, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": 0.0, + "FN": 780, + "FP": 0, + "IoU": 0.0, + "TN": 1751540, + "TP": 0, + "n_pred": 0, + "n_ref": 780 + }, + "13": { + "Dice": 0.5219563252295543, + "FN": 11924, + "FP": 28268, + "IoU": 0.3531399877683716, + "TN": 1690186, + "TP": 21942, + "n_pred": 50210, + "n_ref": 33866 + }, + "14": { + "Dice": 0.7679535076795351, + "FN": 3277, + "FP": 5667, + "IoU": 0.6233153638814016, + "TN": 1728576, + "TP": 14800, + "n_pred": 20467, + "n_ref": 18077 + }, + "15": { + "Dice": 0.933695824045784, + "FN": 12311, + "FP": 688, + "IoU": 0.8756374073188232, + "TN": 1647795, + "TP": 91526, + "n_pred": 92214, + "n_ref": 103837 + }, + "2": { + "Dice": 0.9579981010444256, + "FN": 602, + "FP": 2760, + "IoU": 0.9193822986355897, + "TN": 1710617, + "TP": 38341, + "n_pred": 41101, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9705016568637895, + "FN": 2621, + "FP": 2640, + "IoU": 0.9426937530635586, + "TN": 1660515, + "TP": 86544, + "n_pred": 89184, + "n_ref": 89165 + }, + "4": { + "Dice": 0.9281333941513354, + "FN": 2987, + "FP": 2685, + "IoU": 0.865903825239964, + "TN": 1710022, + "TP": 36626, + "n_pred": 39311, + "n_ref": 39613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9453477921108767, + "FN": 17137, + "FP": 6152, + "IoU": 0.8963597525699791, + "TN": 1527610, + "TP": 201421, + "n_pred": 207573, + "n_ref": 218558 + }, + "7": { + "Dice": 0.9266459598411738, + "FN": 7269, + "FP": 3760, + "IoU": 0.8633180899976454, + "TN": 1671629, + "TP": 69662, + "n_pred": 73422, + "n_ref": 76931 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7366073917163721, + "FN": 1642, + "FP": 3083, + "IoU": 0.5830391810801271, + "TN": 1740988, + "TP": 6607, + "n_pred": 9690, + "n_ref": 8249 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954034965844622, + "FN": 234, + "FP": 163, + "IoU": 0.9121098073942883, + "TN": 1046875, + "TP": 4120, + "n_pred": 4283, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8020741750847792, + "FN": 15860, + "FP": 6202, + "IoU": 0.6695524534180097, + "TN": 984628, + "TP": 44702, + "n_pred": 50904, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3273, + "FP": 0, + "IoU": 0.0, + "TN": 1048119, + "TP": 0, + "n_pred": 0, + "n_ref": 3273 + }, + "13": { + "Dice": 0.28760529482551145, + "FN": 200, + "FP": 2168, + "IoU": 0.1679550245959241, + "TN": 1048546, + "TP": 478, + "n_pred": 2646, + "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": 0.953454870093638, + "FN": 4225, + "FP": 4951, + "IoU": 0.9110499326282728, + "TN": 948233, + "TP": 93983, + "n_pred": 98934, + "n_ref": 98208 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2406, + "IoU": 0.0, + "TN": 1048986, + "TP": 0, + "n_pred": 2406, + "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": 0.950172122060797, + "FN": 3384, + "FP": 1740, + "IoU": 0.9050741955204802, + "TN": 997413, + "TP": 48855, + "n_pred": 50595, + "n_ref": 52239 + }, + "7": { + "Dice": 0.7528984635134593, + "FN": 2512, + "FP": 22126, + "IoU": 0.603718656008235, + "TN": 989219, + "TP": 37535, + "n_pred": 59661, + "n_ref": 40047 + }, + "8": { + "Dice": 0.9659879002508485, + "FN": 390, + "FP": 532, + "IoU": 0.9342133428469497, + "TN": 1037377, + "TP": 13093, + "n_pred": 13625, + "n_ref": 13483 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738394025714066, + "FN": 2299, + "FP": 1099, + "IoU": 0.949012664305864, + "TN": 1335212, + "TP": 63246, + "n_pred": 64345, + "n_ref": 65545 + }, + "10": { + "Dice": 0.8644380049511601, + "FN": 8789, + "FP": 5339, + "IoU": 0.7612424585537323, + "TN": 1342683, + "TP": 45045, + "n_pred": 50384, + "n_ref": 53834 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 141, + "FP": 0, + "IoU": 0.0, + "TN": 1401715, + "TP": 0, + "n_pred": 0, + "n_ref": 141 + }, + "13": { + "Dice": 0.7533361067554162, + "FN": 7414, + "FP": 8002, + "IoU": 0.6042816438637472, + "TN": 1362899, + "TP": 23541, + "n_pred": 31543, + "n_ref": 30955 + }, + "14": { + "Dice": 0.9551790378384603, + "FN": 4412, + "FP": 4151, + "IoU": 0.9142035548964992, + "TN": 1302050, + "TP": 91243, + "n_pred": 95394, + "n_ref": 95655 + }, + "15": { + "Dice": 0.8959620818521556, + "FN": 2177, + "FP": 3530, + "IoU": 0.8115319837521878, + "TN": 1371575, + "TP": 24574, + "n_pred": 28104, + "n_ref": 26751 + }, + "2": { + "Dice": 0.9307135470527405, + "FN": 294, + "FP": 108, + "IoU": 0.8704061895551257, + "TN": 1398754, + "TP": 2700, + "n_pred": 2808, + "n_ref": 2994 + }, + "3": { + "Dice": 0.9672060669635948, + "FN": 666, + "FP": 3148, + "IoU": 0.9364947217689567, + "TN": 1341798, + "TP": 56244, + "n_pred": 59392, + "n_ref": 56910 + }, + "4": { + "Dice": 0.8220796415113555, + "FN": 2284, + "FP": 1210, + "IoU": 0.6979076603838837, + "TN": 1390290, + "TP": 8072, + "n_pred": 9282, + "n_ref": 10356 + }, + "5": { + "Dice": 0.0, + "FN": 621, + "FP": 0, + "IoU": 0.0, + "TN": 1401235, + "TP": 0, + "n_pred": 0, + "n_ref": 621 + }, + "6": { + "Dice": 0.958470992949557, + "FN": 1876, + "FP": 6659, + "IoU": 0.9202537677408504, + "TN": 1294829, + "TP": 98492, + "n_pred": 105151, + "n_ref": 100368 + }, + "7": { + "Dice": 0.9459831290634507, + "FN": 3310, + "FP": 3561, + "IoU": 0.8975028342979892, + "TN": 1334820, + "TP": 60165, + "n_pred": 63726, + "n_ref": 63475 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8964133108895507, + "FN": 436, + "FP": 2764, + "IoU": 0.8122726739411006, + "TN": 1384810, + "TP": 13846, + "n_pred": 16610, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9351115330515485, + "FN": 8820, + "FP": 9771, + "IoU": 0.8781309611993523, + "TN": 2125467, + "TP": 133958, + "n_pred": 143729, + "n_ref": 142778 + }, + "10": { + "Dice": 0.8315818877084156, + "FN": 3684, + "FP": 13801, + "IoU": 0.7117160192574029, + "TN": 2217364, + "TP": 43167, + "n_pred": 56968, + "n_ref": 46851 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6584, + "FP": 0, + "IoU": 0.0, + "TN": 2271432, + "TP": 0, + "n_pred": 0, + "n_ref": 6584 + }, + "13": { + "Dice": 0.2701827223578256, + "FN": 10007, + "FP": 21986, + "IoU": 0.15619148094421734, + "TN": 2240101, + "TP": 5922, + "n_pred": 27908, + "n_ref": 15929 + }, + "14": { + "Dice": 0.6907617652444608, + "FN": 2341, + "FP": 11169, + "IoU": 0.5276058603447673, + "TN": 2249417, + "TP": 15089, + "n_pred": 26258, + "n_ref": 17430 + }, + "15": { + "Dice": 0.8530046311587736, + "FN": 10760, + "FP": 10157, + "IoU": 0.7436862033894152, + "TN": 2196409, + "TP": 60690, + "n_pred": 70847, + "n_ref": 71450 + }, + "2": { + "Dice": 0.9361702127659575, + "FN": 52, + "FP": 59, + "IoU": 0.88, + "TN": 2277091, + "TP": 814, + "n_pred": 873, + "n_ref": 866 + }, + "3": { + "Dice": 0.9321815442061469, + "FN": 4366, + "FP": 9946, + "IoU": 0.8729775545161662, + "TN": 2165343, + "TP": 98361, + "n_pred": 108307, + "n_ref": 102727 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2277980, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "5": { + "Dice": 0.4881174277726002, + "FN": 4208, + "FP": 186, + "IoU": 0.3228540607181384, + "TN": 2271527, + "TP": 2095, + "n_pred": 2281, + "n_ref": 6303 + }, + "6": { + "Dice": 0.9701274828928509, + "FN": 16289, + "FP": 7324, + "IoU": 0.941987932271347, + "TN": 1870980, + "TP": 383423, + "n_pred": 390747, + "n_ref": 399712 + }, + "7": { + "Dice": 0.8392129077968503, + "FN": 8552, + "FP": 16411, + "IoU": 0.7229688488386288, + "TN": 2187907, + "TP": 65146, + "n_pred": 81557, + "n_ref": 73698 + }, + "8": { + "Dice": 0.8969864092968288, + "FN": 128, + "FP": 395, + "IoU": 0.8132142857142857, + "TN": 2275216, + "TP": 2277, + "n_pred": 2672, + "n_ref": 2405 + }, + "9": { + "Dice": 0.692735122182975, + "FN": 8755, + "FP": 6120, + "IoU": 0.5299118288405018, + "TN": 2246373, + "TP": 16768, + "n_pred": 22888, + "n_ref": 25523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9866605357818554, + "FN": 646, + "FP": 2139, + "IoU": 0.9736722693842053, + "TN": 1821770, + "TP": 102997, + "n_pred": 105136, + "n_ref": 103643 + }, + "10": { + "Dice": 0.8280090063981096, + "FN": 2451, + "FP": 5264, + "IoU": 0.7064977554591798, + "TN": 1901266, + "TP": 18571, + "n_pred": 23835, + "n_ref": 21022 + }, + "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": 0.2976511001763996, + "FN": 7003, + "FP": 562, + "IoU": 0.17484729493891799, + "TN": 1918384, + "TP": 1603, + "n_pred": 2165, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4272, + "IoU": 0.0, + "TN": 1923280, + "TP": 0, + "n_pred": 4272, + "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": 502, + "IoU": 0.0, + "TN": 1927050, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "3": { + "Dice": 0.9633485144220343, + "FN": 750, + "FP": 2123, + "IoU": 0.9292887029288703, + "TN": 1886922, + "TP": 37757, + "n_pred": 39880, + "n_ref": 38507 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.43028624192059095, + "FN": 539, + "FP": 78, + "IoU": 0.2741176470588235, + "TN": 1926702, + "TP": 233, + "n_pred": 311, + "n_ref": 772 + }, + "6": { + "Dice": 0.13950332473877053, + "FN": 981, + "FP": 62429, + "IoU": 0.074981765134938, + "TN": 1859002, + "TP": 5140, + "n_pred": 67569, + "n_ref": 6121 + }, + "7": { + "Dice": 0.3350509184267402, + "FN": 7165, + "FP": 287579, + "IoU": 0.20123793702456091, + "TN": 1558551, + "TP": 74257, + "n_pred": 361836, + "n_ref": 81422 + }, + "8": { + "Dice": 0.9604403164774682, + "FN": 67, + "FP": 508, + "IoU": 0.9238914626075446, + "TN": 1919997, + "TP": 6980, + "n_pred": 7488, + "n_ref": 7047 + }, + "9": { + "Dice": 0.6651270207852193, + "FN": 109, + "FP": 36, + "IoU": 0.4982698961937716, + "TN": 1927263, + "TP": 144, + "n_pred": 180, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7563625612850773, + "FN": 2148, + "FP": 7741, + "IoU": 0.6081857442846389, + "TN": 1376617, + "TP": 15350, + "n_pred": 23091, + "n_ref": 17498 + }, + "11": { + "Dice": 0.0, + "FN": 2827, + "FP": 0, + "IoU": 0.0, + "TN": 1399029, + "TP": 0, + "n_pred": 0, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1401844, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.36524822695035464, + "FN": 358, + "FP": 0, + "IoU": 0.22342733188720174, + "TN": 1401395, + "TP": 103, + "n_pred": 103, + "n_ref": 461 + }, + "14": { + "Dice": 0.9114586578603028, + "FN": 511, + "FP": 910, + "IoU": 0.8373211219232971, + "TN": 1393121, + "TP": 7314, + "n_pred": 8224, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8081138145988337, + "FN": 5972, + "FP": 1662, + "IoU": 0.6780125690665992, + "TN": 1378147, + "TP": 16075, + "n_pred": 17737, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9694747648278896, + "FN": 873, + "FP": 584, + "IoU": 0.9407579084329512, + "TN": 1377262, + "TP": 23137, + "n_pred": 23721, + "n_ref": 24010 + }, + "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": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737989845072256, + "FN": 1996, + "FP": 1224, + "IoU": 0.9489359002822798, + "TN": 1338798, + "TP": 59838, + "n_pred": 61062, + "n_ref": 61834 + }, + "7": { + "Dice": 0.9683050220046888, + "FN": 2689, + "FP": 1164, + "IoU": 0.938557463840916, + "TN": 1339147, + "TP": 58856, + "n_pred": 60020, + "n_ref": 61545 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4771, + "IoU": 0.0, + "TN": 1397085, + "TP": 0, + "n_pred": 4771, + "n_ref": 0 + }, + "9": { + "Dice": 0.9550196298373528, + "FN": 244, + "FP": 157, + "IoU": 0.9139115500214684, + "TN": 1397198, + "TP": 4257, + "n_pred": 4414, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8811162215804423, + "FN": 2771, + "FP": 7232, + "IoU": 0.7874957511896669, + "TN": 1530016, + "TP": 37069, + "n_pred": 44301, + "n_ref": 39840 + }, + "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": 0.8720181749337372, + "FN": 1080, + "FP": 5680, + "IoU": 0.7730782141658274, + "TN": 1547298, + "TP": 23030, + "n_pred": 28710, + "n_ref": 24110 + }, + "14": { + "Dice": 0.9450576304321264, + "FN": 472, + "FP": 877, + "IoU": 0.8958381592155046, + "TN": 1564137, + "TP": 11602, + "n_pred": 12479, + "n_ref": 12074 + }, + "15": { + "Dice": 0.8298285916239618, + "FN": 3195, + "FP": 3546, + "IoU": 0.7091513138024766, + "TN": 1553911, + "TP": 16436, + "n_pred": 19982, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.970923066353603, + "FN": 3486, + "FP": 3709, + "IoU": 0.9434892908475428, + "TN": 1449767, + "TP": 120126, + "n_pred": 123835, + "n_ref": 123612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.985521406999467, + "FN": 2744, + "FP": 2146, + "IoU": 0.9714560896593993, + "TN": 1405773, + "TP": 166425, + "n_pred": 168571, + "n_ref": 169169 + }, + "7": { + "Dice": 0.7258163894023414, + "FN": 2255, + "FP": 415, + "IoU": 0.5696324951644101, + "TN": 1570884, + "TP": 3534, + "n_pred": 3949, + "n_ref": 5789 + }, + "8": { + "Dice": 0.825652528548124, + "FN": 1019, + "FP": 691, + "IoU": 0.7030734502517798, + "TN": 1571329, + "TP": 4049, + "n_pred": 4740, + "n_ref": 5068 + }, + "9": { + "Dice": 0.9314147725858248, + "FN": 2108, + "FP": 647, + "IoU": 0.8716335849408257, + "TN": 1555626, + "TP": 18707, + "n_pred": 19354, + "n_ref": 20815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8162686214235044, + "FN": 0, + "FP": 777, + "IoU": 0.6895725129844187, + "TN": 1048889, + "TP": 1726, + "n_pred": 2503, + "n_ref": 1726 + }, + "10": { + "Dice": 0.7797101449275362, + "FN": 413, + "FP": 43, + "IoU": 0.6389548693586699, + "TN": 1050129, + "TP": 807, + "n_pred": 850, + "n_ref": 1220 + }, + "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": 0.5555555555555556, + "FN": 64, + "FP": 0, + "IoU": 0.38461538461538464, + "TN": 1051288, + "TP": 40, + "n_pred": 40, + "n_ref": 104 + }, + "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": 0.4305569245933958, + "FN": 41, + "FP": 5736, + "IoU": 0.2743373947996483, + "TN": 1043431, + "TP": 2184, + "n_pred": 7920, + "n_ref": 2225 + }, + "3": { + "Dice": 0.9272519553563582, + "FN": 8660, + "FP": 3757, + "IoU": 0.8643706786381361, + "TN": 959841, + "TP": 79134, + "n_pred": 82891, + "n_ref": 87794 + }, + "4": { + "Dice": 0.8294573643410853, + "FN": 21, + "FP": 111, + "IoU": 0.7086092715231788, + "TN": 1050939, + "TP": 321, + "n_pred": 432, + "n_ref": 342 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731087588487229, + "FN": 3577, + "FP": 2482, + "IoU": 0.9476259216679489, + "TN": 935705, + "TP": 109628, + "n_pred": 112110, + "n_ref": 113205 + }, + "7": { + "Dice": 0.8494845360824742, + "FN": 69, + "FP": 77, + "IoU": 0.7383512544802867, + "TN": 1050834, + "TP": 412, + "n_pred": 489, + "n_ref": 481 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8232326265841793, + "FN": 2359, + "FP": 3527, + "IoU": 0.6995712535728869, + "TN": 1382264, + "TP": 13706, + "n_pred": 17233, + "n_ref": 16065 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.05674978503869303, + "FN": 1097, + "FP": 0, + "IoU": 0.02920353982300885, + "TN": 1400726, + "TP": 33, + "n_pred": 33, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7880794701986755, + "FN": 3866, + "FP": 358, + "IoU": 0.6502732240437158, + "TN": 1389778, + "TP": 7854, + "n_pred": 8212, + "n_ref": 11720 + }, + "14": { + "Dice": 0.05868405453467694, + "FN": 1078, + "FP": 2098, + "IoU": 0.030229007633587785, + "TN": 1398581, + "TP": 99, + "n_pred": 2197, + "n_ref": 1177 + }, + "15": { + "Dice": 0.9461174918022354, + "FN": 16022, + "FP": 65, + "IoU": 0.8977447527999898, + "TN": 1244534, + "TP": 141235, + "n_pred": 141300, + "n_ref": 157257 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9338942307692307, + "FN": 54, + "FP": 166, + "IoU": 0.8759864712514093, + "TN": 1400082, + "TP": 1554, + "n_pred": 1720, + "n_ref": 1608 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6987315785614782, + "FN": 461, + "FP": 3648, + "IoU": 0.5369619112012621, + "TN": 1392982, + "TP": 4765, + "n_pred": 8413, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9210986891452656, + "FN": 4871, + "FP": 3965, + "IoU": 0.8537376680129776, + "TN": 1341444, + "TP": 51576, + "n_pred": 55541, + "n_ref": 56447 + }, + "7": { + "Dice": 0.9720647471958553, + "FN": 8799, + "FP": 6590, + "IoU": 0.9456478358380278, + "TN": 1118721, + "TP": 267746, + "n_pred": 274336, + "n_ref": 276545 + }, + "8": { + "Dice": 0.9406464848081615, + "FN": 1560, + "FP": 2722, + "IoU": 0.8879438934394054, + "TN": 1363643, + "TP": 33931, + "n_pred": 36653, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9497229632669814, + "FN": 396, + "FP": 339, + "IoU": 0.9042594763579523, + "TN": 1394179, + "TP": 6942, + "n_pred": 7281, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970845985982981, + "FN": 723, + "FP": 1802, + "IoU": 0.9433437296654476, + "TN": 1532521, + "TP": 42042, + "n_pred": 43844, + "n_ref": 42765 + }, + "10": { + "Dice": 0.8772230031167879, + "FN": 397, + "FP": 1612, + "IoU": 0.781297626823427, + "TN": 1567902, + "TP": 7177, + "n_pred": 8789, + "n_ref": 7574 + }, + "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": 0.8266589282259624, + "FN": 1298, + "FP": 494, + "IoU": 0.7045342126957955, + "TN": 1571023, + "TP": 4273, + "n_pred": 4767, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 1575203, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.7113839033041116, + "FN": 22947, + "FP": 0, + "IoU": 0.5520526284966912, + "TN": 1525861, + "TP": 28280, + "n_pred": 28280, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6834, + "IoU": 0.0, + "TN": 1570254, + "TP": 0, + "n_pred": 6834, + "n_ref": 0 + }, + "3": { + "Dice": 0.8660883260723222, + "FN": 7207, + "FP": 3336, + "IoU": 0.7638058113224455, + "TN": 1532451, + "TP": 34094, + "n_pred": 37430, + "n_ref": 41301 + }, + "4": { + "Dice": 0.48520345252774355, + "FN": 6147, + "FP": 533, + "IoU": 0.3203093203093203, + "TN": 1567260, + "TP": 3148, + "n_pred": 3681, + "n_ref": 9295 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9881495482947951, + "FN": 8022, + "FP": 1984, + "IoU": 0.9765766735880107, + "TN": 1149907, + "TP": 417175, + "n_pred": 419159, + "n_ref": 425197 + }, + "7": { + "Dice": 0.9463343739907417, + "FN": 1220, + "FP": 774, + "IoU": 0.8981353767560664, + "TN": 1557513, + "TP": 17581, + "n_pred": 18355, + "n_ref": 18801 + }, + "8": { + "Dice": 0.7816906348649597, + "FN": 4470, + "FP": 1754, + "IoU": 0.641619162779985, + "TN": 1559721, + "TP": 11143, + "n_pred": 12897, + "n_ref": 15613 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 1577018, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9253626579316799, + "FN": 131, + "FP": 507, + "IoU": 0.8610929675593294, + "TN": 1046799, + "TP": 3955, + "n_pred": 4462, + "n_ref": 4086 + }, + "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": 252, + "IoU": 0.0, + "TN": 1051140, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "3": { + "Dice": 0.9384679782335705, + "FN": 448, + "FP": 140, + "IoU": 0.8840694006309149, + "TN": 1046320, + "TP": 4484, + "n_pred": 4624, + "n_ref": 4932 + }, + "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": 0.9730295801923253, + "FN": 2385, + "FP": 860, + "IoU": 0.9474757611563426, + "TN": 989611, + "TP": 58536, + "n_pred": 59396, + "n_ref": 60921 + }, + "7": { + "Dice": 0.6140967687929014, + "FN": 655, + "FP": 8565, + "IoU": 0.4431021985986953, + "TN": 1034836, + "TP": 7336, + "n_pred": 15901, + "n_ref": 7991 + }, + "8": { + "Dice": 0.6064134874424264, + "FN": 179, + "FP": 8879, + "IoU": 0.4351459216762285, + "TN": 1035356, + "TP": 6978, + "n_pred": 15857, + "n_ref": 7157 + }, + "9": { + "Dice": 0.8696741854636592, + "FN": 184, + "FP": 544, + "IoU": 0.7694013303769401, + "TN": 1048235, + "TP": 2429, + "n_pred": 2973, + "n_ref": 2613 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654802486464809, + "FN": 426, + "FP": 6460, + "IoU": 0.9332642004981441, + "TN": 1999601, + "TP": 96297, + "n_pred": 102757, + "n_ref": 96723 + }, + "10": { + "Dice": 0.8889921965797776, + "FN": 3943, + "FP": 6086, + "IoU": 0.8001673740211609, + "TN": 2052597, + "TP": 40158, + "n_pred": 46244, + "n_ref": 44101 + }, + "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": 24, + "IoU": 0.0, + "TN": 2102760, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.29344650062613054, + "FN": 2163, + "FP": 7993, + "IoU": 0.17195271096616388, + "TN": 2090519, + "TP": 2109, + "n_pred": 10102, + "n_ref": 4272 + }, + "14": { + "Dice": 0.7947241163845798, + "FN": 6419, + "FP": 8693, + "IoU": 0.659371125887524, + "TN": 2058419, + "TP": 29253, + "n_pred": 37946, + "n_ref": 35672 + }, + "15": { + "Dice": 0.7590597851092046, + "FN": 34330, + "FP": 1280, + "IoU": 0.6116811881835927, + "TN": 2011081, + "TP": 56093, + "n_pred": 57373, + "n_ref": 90423 + }, + "2": { + "Dice": 0.8723776223776224, + "FN": 459, + "FP": 5381, + "IoU": 0.7736434108527132, + "TN": 2076984, + "TP": 19960, + "n_pred": 25341, + "n_ref": 20419 + }, + "3": { + "Dice": 0.9318655030345988, + "FN": 1146, + "FP": 1930, + "IoU": 0.8724233752229273, + "TN": 2078673, + "TP": 21035, + "n_pred": 22965, + "n_ref": 22181 + }, + "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": 103, + "IoU": 0.0, + "TN": 2102681, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692883814234532, + "FN": 6013, + "FP": 5362, + "IoU": 0.9404069615146847, + "TN": 1911906, + "TP": 179503, + "n_pred": 184865, + "n_ref": 185516 + }, + "7": { + "Dice": 0.9649111852375241, + "FN": 20619, + "FP": 735, + "IoU": 0.9322013449241496, + "TN": 1787822, + "TP": 293608, + "n_pred": 294343, + "n_ref": 314227 + }, + "8": { + "Dice": 0.8923494983277592, + "FN": 56, + "FP": 2004, + "IoU": 0.8056237025853935, + "TN": 2092186, + "TP": 8538, + "n_pred": 10542, + "n_ref": 8594 + }, + "9": { + "Dice": 0.5607476635514018, + "FN": 196, + "FP": 368, + "IoU": 0.38961038961038963, + "TN": 2101860, + "TP": 360, + "n_pred": 728, + "n_ref": 556 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750689454800358, + "FN": 728, + "FP": 1975, + "IoU": 0.9513507676247728, + "TN": 1171063, + "TP": 52858, + "n_pred": 54833, + "n_ref": 53586 + }, + "10": { + "Dice": 0.8170690385429903, + "FN": 3719, + "FP": 4919, + "IoU": 0.6907157434924273, + "TN": 1198695, + "TP": 19291, + "n_pred": 24210, + "n_ref": 23010 + }, + "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": 0.8429130228965792, + "FN": 4273, + "FP": 2032, + "IoU": 0.7284785323629474, + "TN": 1203403, + "TP": 16916, + "n_pred": 18948, + "n_ref": 21189 + }, + "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": 0.9699088504372146, + "FN": 1617, + "FP": 1955, + "IoU": 0.941575753610625, + "TN": 1165485, + "TP": 57567, + "n_pred": 59522, + "n_ref": 59184 + }, + "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": 0.9627259059632313, + "FN": 839, + "FP": 5136, + "IoU": 0.9281306758723553, + "TN": 1143487, + "TP": 77162, + "n_pred": 82298, + "n_ref": 78001 + }, + "7": { + "Dice": 0.7898266576592556, + "FN": 109654, + "FP": 1724, + "IoU": 0.652655805598523, + "TN": 905968, + "TP": 209278, + "n_pred": 211002, + "n_ref": 318932 + }, + "8": { + "Dice": 0.9241212852617288, + "FN": 984, + "FP": 525, + "IoU": 0.858945597307908, + "TN": 1215926, + "TP": 9189, + "n_pred": 9714, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9451871343655287, + "FN": 424, + "FP": 1909, + "IoU": 0.8960709194583036, + "TN": 1204176, + "TP": 20115, + "n_pred": 22024, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640976543800862, + "FN": 166, + "FP": 284, + "IoU": 0.9306839186691312, + "TN": 1745828, + "TP": 6042, + "n_pred": 6326, + "n_ref": 6208 + }, + "10": { + "Dice": 0.6192383717879196, + "FN": 19778, + "FP": 1989, + "IoU": 0.4484759419261662, + "TN": 1712853, + "TP": 17700, + "n_pred": 19689, + "n_ref": 37478 + }, + "11": { + "Dice": 0.0, + "FN": 3880, + "FP": 0, + "IoU": 0.0, + "TN": 1748440, + "TP": 0, + "n_pred": 0, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 1000, + "FP": 0, + "IoU": 0.0, + "TN": 1751320, + "TP": 0, + "n_pred": 0, + "n_ref": 1000 + }, + "13": { + "Dice": 0.8363314221030096, + "FN": 1476, + "FP": 5175, + "IoU": 0.7187024192184064, + "TN": 1728676, + "TP": 16993, + "n_pred": 22168, + "n_ref": 18469 + }, + "14": { + "Dice": 0.9899010340505536, + "FN": 2622, + "FP": 472, + "IoU": 0.980004006954004, + "TN": 1597589, + "TP": 151637, + "n_pred": 152109, + "n_ref": 154259 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9648735665448758, + "FN": 244, + "FP": 727, + "IoU": 0.9321311246243098, + "TN": 1738013, + "TP": 13336, + "n_pred": 14063, + "n_ref": 13580 + }, + "3": { + "Dice": 0.954479097544791, + "FN": 960, + "FP": 1441, + "IoU": 0.9129220614369129, + "TN": 1724747, + "TP": 25172, + "n_pred": 26613, + "n_ref": 26132 + }, + "4": { + "Dice": 0.8820267849526572, + "FN": 2014, + "FP": 752, + "IoU": 0.7889516252098275, + "TN": 1739214, + "TP": 10340, + "n_pred": 11092, + "n_ref": 12354 + }, + "5": { + "Dice": 0.7355098750503829, + "FN": 2086, + "FP": 1195, + "IoU": 0.581665179140635, + "TN": 1744477, + "TP": 4562, + "n_pred": 5757, + "n_ref": 6648 + }, + "6": { + "Dice": 0.958865827573976, + "FN": 6840, + "FP": 4641, + "IoU": 0.9209819953749587, + "TN": 1607024, + "TP": 133815, + "n_pred": 138456, + "n_ref": 140655 + }, + "7": { + "Dice": 0.37650873716447486, + "FN": 43, + "FP": 3418, + "IoU": 0.23191300488237904, + "TN": 1747814, + "TP": 1045, + "n_pred": 4463, + "n_ref": 1088 + }, + "8": { + "Dice": 0.7456755078506165, + "FN": 359, + "FP": 2508, + "IoU": 0.5944837340876945, + "TN": 1745250, + "TP": 4203, + "n_pred": 6711, + "n_ref": 4562 + }, + "9": { + "Dice": 0.874478285391991, + "FN": 3208, + "FP": 5694, + "IoU": 0.7769537220315201, + "TN": 1712409, + "TP": 31009, + "n_pred": 36703, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602466162916217, + "FN": 159, + "FP": 3671, + "IoU": 0.9235330524886697, + "TN": 1351769, + "TP": 46257, + "n_pred": 49928, + "n_ref": 46416 + }, + "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": 0.9313470780415464, + "FN": 5727, + "FP": 430, + "IoU": 0.8715150250417363, + "TN": 1353936, + "TP": 41763, + "n_pred": 42193, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9394036963101294, + "FN": 1152, + "FP": 3553, + "IoU": 0.8857316332726168, + "TN": 1360681, + "TP": 36470, + "n_pred": 40023, + "n_ref": 37622 + }, + "2": { + "Dice": 0.1111111111111111, + "FN": 0, + "FP": 16, + "IoU": 0.058823529411764705, + "TN": 1401839, + "TP": 1, + "n_pred": 17, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5176848874598071, + "FN": 289, + "FP": 11, + "IoU": 0.3492407809110629, + "TN": 1401395, + "TP": 161, + "n_pred": 172, + "n_ref": 450 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9734822293997114, + "FN": 5370, + "FP": 3029, + "IoU": 0.9483345123489066, + "TN": 1239291, + "TP": 154166, + "n_pred": 157195, + "n_ref": 159536 + }, + "7": { + "Dice": 0.7352750809061489, + "FN": 47, + "FP": 362, + "IoU": 0.5813715455475946, + "TN": 1400879, + "TP": 568, + "n_pred": 930, + "n_ref": 615 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4745586708203531, + "FN": 1983, + "FP": 41, + "IoU": 0.31109598366235536, + "TN": 1398918, + "TP": 914, + "n_pred": 955, + "n_ref": 2897 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850684116597264, + "FN": 514, + "FP": 490, + "IoU": 0.9705761678682375, + "TN": 1542966, + "TP": 33118, + "n_pred": 33608, + "n_ref": 33632 + }, + "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": 0.8751076658053403, + "FN": 15, + "FP": 130, + "IoU": 0.777947932618683, + "TN": 1576435, + "TP": 508, + "n_pred": 638, + "n_ref": 523 + }, + "14": { + "Dice": 0.9906096562260146, + "FN": 1639, + "FP": 918, + "IoU": 0.9813940289167498, + "TN": 1439659, + "TP": 134872, + "n_pred": 135790, + "n_ref": 136511 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9734952120383037, + "FN": 2099, + "FP": 2551, + "IoU": 0.9483591537564551, + "TN": 1487043, + "TP": 85395, + "n_pred": 87946, + "n_ref": 87494 + }, + "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": 0.8693383117296392, + "FN": 3030, + "FP": 3129, + "IoU": 0.7688757129990994, + "TN": 1550440, + "TP": 20489, + "n_pred": 23618, + "n_ref": 23519 + }, + "7": { + "Dice": 0.9716479173000913, + "FN": 450, + "FP": 6264, + "IoU": 0.9448591913666937, + "TN": 1455327, + "TP": 115047, + "n_pred": 121311, + "n_ref": 115497 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 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": 0.966295915506122, + "FN": 3803, + "FP": 3409, + "IoU": 0.9347896849795653, + "TN": 1466492, + "TP": 103384, + "n_pred": 106793, + "n_ref": 107187 + }, + "3": { + "Dice": 0.964260686755431, + "FN": 41, + "FP": 112, + "IoU": 0.9309878213802436, + "TN": 1574871, + "TP": 2064, + "n_pred": 2176, + "n_ref": 2105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8368927481811781, + "FN": 1446, + "FP": 1334, + "IoU": 0.7195318805488297, + "TN": 1567176, + "TP": 7132, + "n_pred": 8466, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9037916304388917, + "FN": 1020, + "FP": 1525, + "IoU": 0.824470653148493, + "TN": 1562589, + "TP": 11954, + "n_pred": 13479, + "n_ref": 12974 + }, + "7": { + "Dice": 0.6654101597558787, + "FN": 1075, + "FP": 13837, + "IoU": 0.49858776059179555, + "TN": 1547348, + "TP": 14828, + "n_pred": 28665, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9347769672154782, + "FN": 2366, + "FP": 2158, + "IoU": 0.87754107679398, + "TN": 1540145, + "TP": 32419, + "n_pred": 34577, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8631523596687262, + "FN": 2038, + "FP": 44, + "IoU": 0.7592506938020351, + "TN": 1568440, + "TP": 6566, + "n_pred": 6610, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9848108168797216, + "FN": 859, + "FP": 1982, + "IoU": 0.9700761525579044, + "TN": 956451, + "TP": 92100, + "n_pred": 94082, + "n_ref": 92959 + }, + "10": { + "Dice": 0.6557539682539683, + "FN": 363, + "FP": 1025, + "IoU": 0.4878228782287823, + "TN": 1048682, + "TP": 1322, + "n_pred": 2347, + "n_ref": 1685 + }, + "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": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "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": 0.887767746503806, + "FN": 1457, + "FP": 1079, + "IoU": 0.7981855801368772, + "TN": 1038826, + "TP": 10030, + "n_pred": 11109, + "n_ref": 11487 + }, + "6": { + "Dice": 0.9365976531301837, + "FN": 1240, + "FP": 824, + "IoU": 0.8807556762377954, + "TN": 1034083, + "TP": 15245, + "n_pred": 16069, + "n_ref": 16485 + }, + "7": { + "Dice": 0.9713670818724364, + "FN": 5381, + "FP": 1830, + "IoU": 0.9443282095624851, + "TN": 921865, + "TP": 122316, + "n_pred": 124146, + "n_ref": 127697 + }, + "8": { + "Dice": 0.9675359674945064, + "FN": 1002, + "FP": 1347, + "IoU": 0.9371134848606537, + "TN": 1014039, + "TP": 35004, + "n_pred": 36351, + "n_ref": 36006 + }, + "9": { + "Dice": 0.916257007330746, + "FN": 230, + "FP": 741, + "IoU": 0.8454559923603374, + "TN": 1045109, + "TP": 5312, + "n_pred": 6053, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.9034831697118859, + "FN": 3508, + "FP": 7041, + "IoU": 0.8239574120120822, + "TN": 1867629, + "TP": 49374, + "n_pred": 56415, + "n_ref": 52882 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 1925895, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8519630166287173, + "FN": 7138, + "FP": 1444, + "IoU": 0.7421041560236801, + "TN": 1894275, + "TP": 24695, + "n_pred": 26139, + "n_ref": 31833 + }, + "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": 0.970328218292235, + "FN": 2332, + "FP": 5505, + "IoU": 0.9423665244888955, + "TN": 1791572, + "TP": 128143, + "n_pred": 133648, + "n_ref": 130475 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1927548, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.9593117964674659, + "FN": 1782, + "FP": 4887, + "IoU": 0.9218051989165993, + "TN": 1842265, + "TP": 78618, + "n_pred": 83505, + "n_ref": 80400 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1927525, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.9681641840331208, + "FN": 17038, + "FP": 11306, + "IoU": 0.9382928650580954, + "TN": 1468221, + "TP": 430987, + "n_pred": 442293, + "n_ref": 448025 + }, + "7": { + "Dice": 0.7815708832858449, + "FN": 324, + "FP": 3739, + "IoU": 0.6414578185668902, + "TN": 1916220, + "TP": 7269, + "n_pred": 11008, + "n_ref": 7593 + }, + "8": { + "Dice": 0.8919226393629124, + "FN": 37, + "FP": 58, + "IoU": 0.8049281314168378, + "TN": 1927065, + "TP": 392, + "n_pred": 450, + "n_ref": 429 + }, + "9": { + "Dice": 0.8126049447049968, + "FN": 10803, + "FP": 2143, + "IoU": 0.6843593807143727, + "TN": 1886537, + "TP": 28069, + "n_pred": 30212, + "n_ref": 38872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5963263982975023, + "FN": 5744.757333333333, + "FP": 6207.0453333333335, + "IoU": 0.5201629418571564, + "TN": 1709490.8173333337, + "TP": 30877.380000000005, + "n_pred": 37084.42533333333, + "n_ref": 36622.13733333333 + }, + "mean": { + "1": { + "Dice": 0.8043129532529839, + "FN": 3651.1933333333336, + "FP": 2591.713333333333, + "IoU": 0.7531653435299519, + "TN": 1699073.5733333335, + "TP": 47003.52, + "n_pred": 49595.23333333333, + "n_ref": 50654.71333333333 + }, + "10": { + "Dice": 0.6947420370161395, + "FN": 5808.28, + "FP": 4477.0199999999995, + "IoU": 0.575798755688335, + "TN": 1726519.5133333332, + "TP": 15515.186666666666, + "n_pred": 19992.20666666667, + "n_ref": 21323.466666666667 + }, + "11": { + "Dice": 0.04726280575342881, + "FN": 332.4333333333333, + "FP": 7.5200000000000005, + "IoU": 0.032422702011898084, + "TN": 1751963.146666667, + "TP": 16.9, + "n_pred": 24.419999999999998, + "n_ref": 349.3333333333333 + }, + "12": { + "Dice": 0.08434114635474636, + "FN": 637.3133333333333, + "FP": 91.79333333333332, + "IoU": 0.05646739322652263, + "TN": 1751522.9133333333, + "TP": 67.97999999999999, + "n_pred": 159.77333333333334, + "n_ref": 705.2933333333333 + }, + "13": { + "Dice": 0.5489234758649668, + "FN": 5763.12, + "FP": 4743.913333333333, + "IoU": 0.4269393503312992, + "TN": 1732253.22, + "TP": 9559.746666666666, + "n_pred": 14303.66, + "n_ref": 15322.866666666669 + }, + "14": { + "Dice": 0.6127101267286165, + "FN": 8344.486666666668, + "FP": 11053.28, + "IoU": 0.5429221229703718, + "TN": 1704037.3133333332, + "TP": 28884.920000000002, + "n_pred": 39938.2, + "n_ref": 37229.40666666666 + }, + "15": { + "Dice": 0.5607650051483949, + "FN": 4387.126666666667, + "FP": 5470.8133333333335, + "IoU": 0.4709333933183296, + "TN": 1730228.22, + "TP": 12233.840000000002, + "n_pred": 17704.653333333332, + "n_ref": 16620.966666666667 + }, + "2": { + "Dice": 0.6862358085565355, + "FN": 6274.8933333333325, + "FP": 3183.7133333333327, + "IoU": 0.6242854998720111, + "TN": 1719361.5599999998, + "TP": 23499.833333333332, + "n_pred": 26683.54666666667, + "n_ref": 29774.726666666666 + }, + "3": { + "Dice": 0.7501225481386551, + "FN": 7291.860000000001, + "FP": 4789.466666666667, + "IoU": 0.6860007835064648, + "TN": 1709171.3666666667, + "TP": 31067.306666666664, + "n_pred": 35856.77333333333, + "n_ref": 38359.166666666664 + }, + "4": { + "Dice": 0.5719856780711888, + "FN": 2592.0933333333332, + "FP": 2998.1466666666665, + "IoU": 0.48036249232314016, + "TN": 1737992.8333333333, + "TP": 8736.926666666666, + "n_pred": 11735.073333333332, + "n_ref": 11329.02 + }, + "5": { + "Dice": 0.4425689718188649, + "FN": 807.7133333333334, + "FP": 379.03333333333336, + "IoU": 0.34647737315608135, + "TN": 1749870.7066666665, + "TP": 1262.5466666666666, + "n_pred": 1641.5800000000004, + "n_ref": 2070.26 + }, + "6": { + "Dice": 0.8906355639103376, + "FN": 21410.92, + "FP": 28451.159999999996, + "IoU": 0.8276208923875507, + "TN": 1529032.3133333332, + "TP": 173425.60666666666, + "n_pred": 201876.76666666666, + "n_ref": 194836.52666666664 + }, + "7": { + "Dice": 0.7931739052446425, + "FN": 15412.266666666668, + "FP": 21998.02, + "IoU": 0.701565710986009, + "TN": 1620320.1199999999, + "TP": 94589.59333333334, + "n_pred": 116587.61333333333, + "n_ref": 110001.85999999999 + }, + "8": { + "Dice": 0.7569100305456332, + "FN": 1830.02, + "FP": 1171.0533333333333, + "IoU": 0.6824583306757803, + "TN": 1739928.52, + "TP": 9390.406666666666, + "n_pred": 10561.460000000001, + "n_ref": 11220.426666666666 + }, + "9": { + "Dice": 0.7002059180574015, + "FN": 1627.64, + "FP": 1699.0333333333333, + "IoU": 0.5950239838736, + "TN": 1741086.9400000002, + "TP": 7906.386666666667, + "n_pred": 9605.419999999998, + "n_ref": 9534.026666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_002/summary.json b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29e2d95de31900be87ba2ad73fefb68a6ed26c0c --- /dev/null +++ b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7142048014620425, + "FN": 16589.65866666667, + "FP": 14532.401333333333, + "IoU": 0.6372729202609272, + "TN": 96255837.90799999, + "TP": 170000.872, + "n_pred": 184533.27333333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9255743010179261, + "FN": 8218.14, + "FP": 12767.52, + "IoU": 0.8792590330554678, + "TN": 96249905.18, + "TP": 186070.0, + "n_pred": 198837.52, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7782387470771898, + "FN": 15165.26, + "FP": 14994.06, + "IoU": 0.6544518652266675, + "TN": 96367744.22, + "TP": 59057.3, + "n_pred": 74051.36, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.00014527845036319613, + "FN": 3700.2, + "FP": 0.0, + "IoU": 7.290400972053463e-05, + "TN": 96453260.46, + "TP": 0.18, + "n_pred": 0.18, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6725135083973577, + "FN": 18427.7, + "FP": 17370.54, + "IoU": 0.5279597420523493, + "TN": 96381732.16, + "TP": 39430.44, + "n_pred": 56800.98, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.765812941304031, + "FN": 30909.62, + "FP": 24435.34, + "IoU": 0.671813999507295, + "TN": 96294167.36, + "TP": 107448.52, + "n_pred": 131883.86, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7368405022715948, + "FN": 10782.54, + "FP": 11239.0, + "IoU": 0.6249378126562646, + "TN": 96391674.8, + "TP": 43264.5, + "n_pred": 54503.5, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9266018166501522, + "FN": 14310.12, + "FP": 7491.8, + "IoU": 0.870011775152753, + "TN": 96292627.34, + "TP": 142531.58, + "n_pred": 150023.38, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9322913219059936, + "FN": 8163.66, + "FP": 14309.38, + "IoU": 0.8773419888878533, + "TN": 96279248.88, + "TP": 155238.92, + "n_pred": 169548.3, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7093179051069113, + "FN": 5848.26, + "FP": 4963.32, + "IoU": 0.6132157443100171, + "TN": 96425420.02, + "TP": 20729.24, + "n_pred": 25692.56, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6672904302678613, + "FN": 8531.42, + "FP": 2338.26, + "IoU": 0.5247450187851188, + "TN": 96437470.42, + "TP": 8620.74, + "n_pred": 10959.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.961816776678703, + "FN": 56361.32, + "FP": 48901.4, + "IoU": 0.9274866439941389, + "TN": 95048835.82, + "TP": 1302862.3, + "n_pred": 1351763.7, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.850254427297957, + "FN": 42622.46, + "FP": 39474.74, + "IoU": 0.7653059297453098, + "TN": 96078561.44, + "TP": 296302.2, + "n_pred": 335776.94, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9208600153316465, + "FN": 11311.42, + "FP": 10162.22, + "IoU": 0.8549846480510869, + "TN": 96314429.44, + "TP": 121057.76, + "n_pred": 131219.98, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8655140501729501, + "FN": 10256.1, + "FP": 9538.44, + "IoU": 0.7675066984798665, + "TN": 96369766.9, + "TP": 67399.4, + "n_pred": 76937.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9291320657094813, + "FN": 2901, + "FP": 10796, + "IoU": 0.8676439325126104, + "TN": 119489834, + "TP": 89789, + "n_pred": 100585, + "n_ref": 92690 + }, + "10": { + "Dice": 0.785805894684918, + "FN": 11614, + "FP": 23124, + "IoU": 0.6471830914390762, + "TN": 119494861, + "TP": 63721, + "n_pred": 86845, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.544735780556676, + "FN": 22373, + "FP": 28414, + "IoU": 0.37432087814613596, + "TN": 119512149, + "TP": 30384, + "n_pred": 58798, + "n_ref": 52757 + }, + "14": { + "Dice": 0.36967149952405315, + "FN": 190397, + "FP": 4285, + "IoU": 0.22674663383246613, + "TN": 119341550, + "TP": 57088, + "n_pred": 61373, + "n_ref": 247485 + }, + "15": { + "Dice": 0.026099160885101978, + "FN": 30241, + "FP": 165441, + "IoU": 0.013222123608197515, + "TN": 119395016, + "TP": 2622, + "n_pred": 168063, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9530695770804911, + "FN": 4571, + "FP": 8845, + "IoU": 0.9103466249674225, + "TN": 119443677, + "TP": 136227, + "n_pred": 145072, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9511914849163697, + "FN": 6482, + "FP": 10338, + "IoU": 0.9069257841032338, + "TN": 119412604, + "TP": 163896, + "n_pred": 174234, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8652499176172814, + "FN": 16000, + "FP": 3219, + "IoU": 0.7625026259530665, + "TN": 119512397, + "TP": 61704, + "n_pred": 64923, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0034306615374913286, + "FN": 64128, + "FP": 14885, + "IoU": 0.00171827818418426, + "TN": 119514171, + "TP": 136, + "n_pred": 15021, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9673763672881092, + "FN": 28862, + "FP": 48910, + "IoU": 0.936814088544121, + "TN": 118362476, + "TP": 1153072, + "n_pred": 1201982, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80186, + "IoU": 0.0, + "TN": 119513134, + "TP": 0, + "n_pred": 80186, + "n_ref": 0 + }, + "8": { + "Dice": 0.889433039562334, + "FN": 33696, + "FP": 29158, + "IoU": 0.8008819560162452, + "TN": 119277658, + "TP": 252808, + "n_pred": 281966, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8431730688172647, + "FN": 16522, + "FP": 5802, + "IoU": 0.7288670812281384, + "TN": 119510984, + "TP": 60012, + "n_pred": 65814, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576807730756415, + "FN": 7501, + "FP": 8501, + "IoU": 0.9187979539641944, + "TN": 72628596, + "TP": 181062, + "n_pred": 189563, + "n_ref": 188563 + }, + "10": { + "Dice": 0.726923203096808, + "FN": 13054, + "FP": 28567, + "IoU": 0.5709971345523511, + "TN": 72728642, + "TP": 55397, + "n_pred": 83964, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7476498297273598, + "FN": 13519, + "FP": 11231, + "IoU": 0.5969974272967076, + "TN": 72764246, + "TP": 36664, + "n_pred": 47895, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8768393001969644, + "FN": 4992, + "FP": 15205, + "IoU": 0.7806890860325975, + "TN": 72733567, + "TP": 71896, + "n_pred": 87101, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8732645917176672, + "FN": 5810, + "FP": 4834, + "IoU": 0.7750396280249392, + "TN": 72778345, + "TP": 36671, + "n_pred": 41505, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9604680298894805, + "FN": 7050, + "FP": 3552, + "IoU": 0.923942752609491, + "TN": 72686265, + "TP": 128793, + "n_pred": 132345, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9606730262954131, + "FN": 3078, + "FP": 7080, + "IoU": 0.9243222302517378, + "TN": 72691433, + "TP": 124069, + "n_pred": 131149, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8555324620424842, + "FN": 2724, + "FP": 5478, + "IoU": 0.747537552327013, + "TN": 72793172, + "TP": 24286, + "n_pred": 29764, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7497283592901123, + "FN": 2429, + "FP": 1717, + "IoU": 0.5996523754345308, + "TN": 72815304, + "TP": 6210, + "n_pred": 7927, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9558292649419832, + "FN": 42385, + "FP": 65326, + "IoU": 0.9153955697569658, + "TN": 71552547, + "TP": 1165402, + "n_pred": 1230728, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9019642584893299, + "FN": 19986, + "FP": 27598, + "IoU": 0.8214343344128431, + "TN": 72559181, + "TP": 218895, + "n_pred": 246493, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9259085458053079, + "FN": 4920, + "FP": 3606, + "IoU": 0.8620388349514563, + "TN": 72763860, + "TP": 53274, + "n_pred": 56880, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8512467069373852, + "FN": 14007, + "FP": 8353, + "IoU": 0.7410178600384535, + "TN": 72739322, + "TP": 63978, + "n_pred": 72331, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637724699858013, + "FN": 8214, + "FP": 10718, + "IoU": 0.9300780398804841, + "TN": 71538729, + "TP": 251827, + "n_pred": 262545, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8300679986432574, + "FN": 16630, + "FP": 14933, + "IoU": 0.7095010630366955, + "TN": 71700837, + "TP": 77088, + "n_pred": 92021, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7787060911495831, + "FN": 17392, + "FP": 9042, + "IoU": 0.6376074469106014, + "TN": 71736545, + "TP": 46509, + "n_pred": 55551, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9175487000791386, + "FN": 76374, + "FP": 3745, + "IoU": 0.8476581811544048, + "TN": 71283572, + "TP": 445797, + "n_pred": 449542, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8448571232782841, + "FN": 45044, + "FP": 4764, + "IoU": 0.7313875541318147, + "TN": 71624061, + "TP": 135619, + "n_pred": 140383, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9473132749180783, + "FN": 8544, + "FP": 6843, + "IoU": 0.8999004664415777, + "TN": 71655771, + "TP": 138330, + "n_pred": 145173, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9501865426798403, + "FN": 7608, + "FP": 10991, + "IoU": 0.9051003643117366, + "TN": 71613502, + "TP": 177387, + "n_pred": 188378, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7494274200562433, + "FN": 1050, + "FP": 7593, + "IoU": 0.5992674332344213, + "TN": 71787920, + "TP": 12925, + "n_pred": 20518, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8156905376636319, + "FN": 1339, + "FP": 2730, + "IoU": 0.6887478008108315, + "TN": 71796415, + "TP": 9004, + "n_pred": 11734, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9699588061473098, + "FN": 43689, + "FP": 30922, + "IoU": 0.9416699176072244, + "TN": 70530371, + "TP": 1204506, + "n_pred": 1235428, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.93564938491132, + "FN": 9932, + "FP": 21046, + "IoU": 0.8790800434059629, + "TN": 71553302, + "TP": 225208, + "n_pred": 246254, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9191801664727468, + "FN": 9345, + "FP": 3297, + "IoU": 0.8504471679364027, + "TN": 71724956, + "TP": 71890, + "n_pred": 75187, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8491076443415366, + "FN": 14079, + "FP": 12249, + "IoU": 0.7377819829689757, + "TN": 71709083, + "TP": 74077, + "n_pred": 86326, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966877927295933, + "FN": 4352, + "FP": 10025, + "IoU": 0.9358796533746025, + "TN": 135221291, + "TP": 209842, + "n_pred": 219867, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8196435813631701, + "FN": 16421, + "FP": 13819, + "IoU": 0.6944034601936253, + "TN": 135346556, + "TP": 68714, + "n_pred": 82533, + "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": 0.7483628318584071, + "FN": 6747, + "FP": 16001, + "IoU": 0.5979071658358963, + "TN": 135388936, + "TP": 33826, + "n_pred": 49827, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8959046869302362, + "FN": 11571, + "FP": 18974, + "IoU": 0.8114378136787066, + "TN": 135283521, + "TP": 131444, + "n_pred": 150418, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7415120796266924, + "FN": 19041, + "FP": 3449, + "IoU": 0.5892087382187478, + "TN": 135390762, + "TP": 32258, + "n_pred": 35707, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9471348099212552, + "FN": 16852, + "FP": 4658, + "IoU": 0.8995784254681438, + "TN": 135231313, + "TP": 192687, + "n_pred": 197345, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9364387266629377, + "FN": 18432, + "FP": 9863, + "IoU": 0.8804746375587171, + "TN": 135208782, + "TP": 208433, + "n_pred": 218296, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8491444783389196, + "FN": 3020, + "FP": 8997, + "IoU": 0.7378376019896156, + "TN": 135399672, + "TP": 33821, + "n_pred": 42818, + "n_ref": 36841 + }, + "5": { + "Dice": 0.46067358044973816, + "FN": 19071, + "FP": 1939, + "IoU": 0.2992695860987893, + "TN": 135415527, + "TP": 8973, + "n_pred": 10912, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9642697213708629, + "FN": 44142, + "FP": 75783, + "IoU": 0.9310046652755413, + "TN": 133707349, + "TP": 1618236, + "n_pred": 1694019, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8148902216333468, + "FN": 18460, + "FP": 63549, + "IoU": 0.6876073731806078, + "TN": 135182991, + "TP": 180510, + "n_pred": 244059, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9026870989320481, + "FN": 39308, + "FP": 14663, + "IoU": 0.8226341803267914, + "TN": 135141218, + "TP": 250321, + "n_pred": 264984, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8393861613237944, + "FN": 21184, + "FP": 8226, + "IoU": 0.7232260493130058, + "TN": 135339250, + "TP": 76850, + "n_pred": 85076, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184051523304225, + "FN": 11797, + "FP": 31633, + "IoU": 0.8491212345447408, + "TN": 105466158, + "TP": 244417, + "n_pred": 276050, + "n_ref": 256214 + }, + "10": { + "Dice": 0.42183626479523906, + "FN": 31813, + "FP": 46782, + "IoU": 0.2672956268004139, + "TN": 105646738, + "TP": 28672, + "n_pred": 75454, + "n_ref": 60485 + }, + "11": { + "Dice": 0.007263922518159807, + "FN": 2460, + "FP": 0, + "IoU": 0.0036452004860267314, + "TN": 105751536, + "TP": 9, + "n_pred": 9, + "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": 0.46352434396565617, + "FN": 49266, + "FP": 23964, + "IoU": 0.30168023954379874, + "TN": 105649139, + "TP": 31636, + "n_pred": 55600, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9374909522568691, + "FN": 18811, + "FP": 4938, + "IoU": 0.8823369120933021, + "TN": 105552166, + "TP": 178090, + "n_pred": 183028, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8169094219390077, + "FN": 6395, + "FP": 3259, + "IoU": 0.6904876406655767, + "TN": 105722814, + "TP": 21537, + "n_pred": 24796, + "n_ref": 27932 + }, + "2": { + "Dice": 0.935615417793985, + "FN": 9724, + "FP": 9980, + "IoU": 0.8790200773623135, + "TN": 105591135, + "TP": 143166, + "n_pred": 153146, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9502048079311799, + "FN": 6990, + "FP": 10248, + "IoU": 0.90513351090761, + "TN": 105572297, + "TP": 164470, + "n_pred": 174718, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5358062571913867, + "FN": 21296, + "FP": 12592, + "IoU": 0.36593945290573665, + "TN": 105700559, + "TP": 19558, + "n_pred": 32150, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7552914642609299, + "FN": 3658, + "FP": 1984, + "IoU": 0.6068018677259739, + "TN": 105739656, + "TP": 8707, + "n_pred": 10691, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9573107103174017, + "FN": 78401, + "FP": 51650, + "IoU": 0.9181169498814106, + "TN": 104165752, + "TP": 1458202, + "n_pred": 1509852, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8523055570095384, + "FN": 15996, + "FP": 71475, + "IoU": 0.7426241036671306, + "TN": 105414148, + "TP": 252386, + "n_pred": 323861, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8453855781756877, + "FN": 5928, + "FP": 24337, + "IoU": 0.7321799920357507, + "TN": 105641000, + "TP": 82740, + "n_pred": 107077, + "n_ref": 88668 + }, + "9": { + "Dice": 0.832389366141839, + "FN": 13375, + "FP": 11365, + "IoU": 0.7128997818316855, + "TN": 105667833, + "TP": 61432, + "n_pred": 72797, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642411241818243, + "FN": 8046, + "FP": 10141, + "IoU": 0.9309513504483777, + "TN": 96874486, + "TP": 245207, + "n_pred": 255348, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8212394375549911, + "FN": 13636, + "FP": 29436, + "IoU": 0.6966974156749525, + "TN": 96995870, + "TP": 98938, + "n_pred": 128374, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.733104368311998, + "FN": 11155, + "FP": 17054, + "IoU": 0.578662006542098, + "TN": 97070929, + "TP": 38742, + "n_pred": 55796, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9366299493439308, + "FN": 20767, + "FP": 12209, + "IoU": 0.8808127977330721, + "TN": 96861206, + "TP": 243698, + "n_pred": 255907, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7481037178798983, + "FN": 6345, + "FP": 4448, + "IoU": 0.5975764354958986, + "TN": 97111060, + "TP": 16027, + "n_pred": 20475, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9400215217523425, + "FN": 6533, + "FP": 10244, + "IoU": 0.8868307621739394, + "TN": 96989633, + "TP": 131470, + "n_pred": 141714, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9391078556515063, + "FN": 8009, + "FP": 11502, + "IoU": 0.8852057776601064, + "TN": 96967915, + "TP": 150454, + "n_pred": 161956, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8935107029509083, + "FN": 1032, + "FP": 5276, + "IoU": 0.8075186134505066, + "TN": 97105108, + "TP": 26464, + "n_pred": 31740, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8010889909817934, + "FN": 2863, + "FP": 2982, + "IoU": 0.6681805279591257, + "TN": 97120265, + "TP": 11770, + "n_pred": 14752, + "n_ref": 14633 + }, + "6": { + "Dice": 0.972902655045189, + "FN": 48709, + "FP": 32153, + "IoU": 0.9472350988191812, + "TN": 95605384, + "TP": 1451634, + "n_pred": 1483787, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9344429799405166, + "FN": 8242, + "FP": 26276, + "IoU": 0.8769525819353643, + "TN": 96857354, + "TP": 246008, + "n_pred": 272284, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9301255832597165, + "FN": 8553, + "FP": 9402, + "IoU": 0.8693782828209344, + "TN": 97000422, + "TP": 119503, + "n_pred": 128905, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8174186224557143, + "FN": 6654, + "FP": 21010, + "IoU": 0.6912155374483759, + "TN": 97048290, + "TP": 61926, + "n_pred": 82936, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545963095933874, + "FN": 2011, + "FP": 14303, + "IoU": 0.9131365407961153, + "TN": 130578980, + "TP": 171498, + "n_pred": 185801, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8071077858311901, + "FN": 11660, + "FP": 19690, + "IoU": 0.6765974127793022, + "TN": 130669854, + "TP": 65588, + "n_pred": 85278, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7795659741573708, + "FN": 15907, + "FP": 9802, + "IoU": 0.6387612584130731, + "TN": 130695623, + "TP": 45460, + "n_pred": 55262, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9423201044813658, + "FN": 3939, + "FP": 15096, + "IoU": 0.8909312812637876, + "TN": 130592269, + "TP": 155488, + "n_pred": 170584, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7013932361804656, + "FN": 4701, + "FP": 15810, + "IoU": 0.5401121076233184, + "TN": 130722192, + "TP": 24089, + "n_pred": 39899, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9091783294801182, + "FN": 8439, + "FP": 23106, + "IoU": 0.8334802599281027, + "TN": 130577355, + "TP": 157892, + "n_pred": 180998, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9009384385555095, + "FN": 21613, + "FP": 10150, + "IoU": 0.8197342807362047, + "TN": 130590591, + "TP": 144438, + "n_pred": 154588, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8696972224539161, + "FN": 3869, + "FP": 3942, + "IoU": 0.7694373929984061, + "TN": 130732914, + "TP": 26067, + "n_pred": 30009, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5390504112712762, + "FN": 18071, + "FP": 4569, + "IoU": 0.3689726294665254, + "TN": 130730914, + "TP": 13238, + "n_pred": 17807, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9613580739177463, + "FN": 27919, + "FP": 77327, + "IoU": 0.925591437988623, + "TN": 129352358, + "TP": 1309188, + "n_pred": 1386515, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9355418906669398, + "FN": 20853, + "FP": 37670, + "IoU": 0.8788902846097971, + "TN": 130283569, + "TP": 424700, + "n_pred": 462370, + "n_ref": 445553 + }, + "8": { + "Dice": 0.891681369343582, + "FN": 13403, + "FP": 39273, + "IoU": 0.8045352163894156, + "TN": 130497301, + "TP": 216815, + "n_pred": 256088, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8691290375741595, + "FN": 17647, + "FP": 7765, + "IoU": 0.7685483724065068, + "TN": 130656998, + "TP": 84382, + "n_pred": 92147, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8637661882137505, + "FN": 11224, + "FP": 48590, + "IoU": 0.7602010952797132, + "TN": 71986574, + "TP": 189620, + "n_pred": 238210, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5310932263091603, + "FN": 37785, + "FP": 6145, + "IoU": 0.36155679572142774, + "TN": 72167200, + "TP": 24878, + "n_pred": 31023, + "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": 0.5457088366179276, + "FN": 38248, + "FP": 15347, + "IoU": 0.3752404266480154, + "TN": 72150223, + "TP": 32190, + "n_pred": 47537, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2685595394447656, + "FN": 23440, + "FP": 251123, + "IoU": 0.15510757982324413, + "TN": 71911040, + "TP": 50405, + "n_pred": 301528, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5395547314545523, + "FN": 7074, + "FP": 29181, + "IoU": 0.3694453623667322, + "TN": 72178511, + "TP": 21242, + "n_pred": 50423, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8478885178969949, + "FN": 29274, + "FP": 5896, + "IoU": 0.7359431192798312, + "TN": 72102817, + "TP": 98021, + "n_pred": 103917, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8663533621846521, + "FN": 7495, + "FP": 42101, + "IoU": 0.7642181728287069, + "TN": 72025661, + "TP": 160751, + "n_pred": 202852, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28881, + "IoU": 0.0, + "TN": 72207127, + "TP": 0, + "n_pred": 28881, + "n_ref": 0 + }, + "5": { + "Dice": 0.837071831952288, + "FN": 297, + "FP": 2790, + "IoU": 0.7197966778614868, + "TN": 72224991, + "TP": 7930, + "n_pred": 10720, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9097559646237149, + "FN": 151443, + "FP": 118440, + "IoU": 0.834451677884872, + "TN": 70605771, + "TP": 1360354, + "n_pred": 1478794, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6173901235685512, + "FN": 107381, + "FP": 180021, + "IoU": 0.4465396451253847, + "TN": 71716726, + "TP": 231880, + "n_pred": 411901, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9293479879665207, + "FN": 5177, + "FP": 4311, + "IoU": 0.8680205870079288, + "TN": 72164118, + "TP": 62402, + "n_pred": 66713, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6870120484782428, + "FN": 20625, + "FP": 5794, + "IoU": 0.5232432237340744, + "TN": 72180594, + "TP": 28995, + "n_pred": 34789, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8020223692735828, + "FN": 13484, + "FP": 23794, + "IoU": 0.6694802546415335, + "TN": 52440334, + "TP": 75508, + "n_pred": 99302, + "n_ref": 88992 + }, + "10": { + "Dice": 0.34858653123623456, + "FN": 33731, + "FP": 16549, + "IoU": 0.21108373997771954, + "TN": 52489387, + "TP": 13453, + "n_pred": 30002, + "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": 0.5109443262014115, + "FN": 10212, + "FP": 11617, + "IoU": 0.34313312469908525, + "TN": 52519888, + "TP": 11403, + "n_pred": 23020, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8283358453763632, + "FN": 9123, + "FP": 10239, + "IoU": 0.7069737877595496, + "TN": 52487044, + "TP": 46714, + "n_pred": 56953, + "n_ref": 55837 + }, + "15": { + "Dice": 0.33137915872783236, + "FN": 16225, + "FP": 20271, + "IoU": 0.19859464207290295, + "TN": 52507580, + "TP": 9044, + "n_pred": 29315, + "n_ref": 25269 + }, + "2": { + "Dice": 0.649592402518899, + "FN": 68180, + "FP": 3991, + "IoU": 0.4810343215859981, + "TN": 52414053, + "TP": 66896, + "n_pred": 70887, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8271659426366462, + "FN": 11902, + "FP": 42922, + "IoU": 0.705271080289224, + "TN": 52367105, + "TP": 131191, + "n_pred": 174113, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2910, + "IoU": 0.0, + "TN": 52548330, + "TP": 0, + "n_pred": 2910, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7264002020584707, + "FN": 530, + "FP": 3803, + "IoU": 0.5703520079325731, + "TN": 52543035, + "TP": 5752, + "n_pred": 9555, + "n_ref": 6282 + }, + "6": { + "Dice": 0.932467989673247, + "FN": 57677, + "FP": 45909, + "IoU": 0.8734801211139651, + "TN": 51734387, + "TP": 715147, + "n_pred": 761056, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5285608616428223, + "FN": 119820, + "FP": 10837, + "IoU": 0.35921353990416915, + "TN": 52349219, + "TP": 73244, + "n_pred": 84081, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8980053705017558, + "FN": 9536, + "FP": 1821, + "IoU": 0.8148908773817092, + "TN": 52491767, + "TP": 49996, + "n_pred": 51817, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8466226510919248, + "FN": 13077, + "FP": 10479, + "IoU": 0.734037868780273, + "TN": 52464551, + "TP": 65013, + "n_pred": 75492, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741689512625308, + "FN": 10760, + "FP": 4193, + "IoU": 0.9496387855110048, + "TN": 143840335, + "TP": 281962, + "n_pred": 286155, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8533663097076768, + "FN": 15124, + "FP": 13453, + "IoU": 0.7442362080693087, + "TN": 144025518, + "TP": 83155, + "n_pred": 96608, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8321689729957968, + "FN": 17584, + "FP": 17394, + "IoU": 0.7125765232754017, + "TN": 144015555, + "TP": 86717, + "n_pred": 104111, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9539743136122957, + "FN": 25886, + "FP": 11187, + "IoU": 0.9119989365717256, + "TN": 143715971, + "TP": 384206, + "n_pred": 395393, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8385185185185186, + "FN": 2290, + "FP": 5558, + "IoU": 0.7219387755102041, + "TN": 144109026, + "TP": 20376, + "n_pred": 25934, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9468707677837066, + "FN": 4149, + "FP": 10876, + "IoU": 0.8991021603217987, + "TN": 143988337, + "TP": 133888, + "n_pred": 144764, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9488454192950981, + "FN": 10246, + "FP": 7432, + "IoU": 0.9026697278518299, + "TN": 143955621, + "TP": 163951, + "n_pred": 171383, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9168307318405757, + "FN": 2506, + "FP": 6323, + "IoU": 0.8464334788582958, + "TN": 144079757, + "TP": 48664, + "n_pred": 54987, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6822651232404373, + "FN": 14126, + "FP": 2645, + "IoU": 0.5177559881530897, + "TN": 144102473, + "TP": 18006, + "n_pred": 20651, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9746246365148147, + "FN": 35519, + "FP": 33376, + "IoU": 0.9505052210364485, + "TN": 142745285, + "TP": 1323070, + "n_pred": 1356446, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9319019452283158, + "FN": 17071, + "FP": 16834, + "IoU": 0.8724872600086501, + "TN": 143871355, + "TP": 231990, + "n_pred": 248824, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8833779796446279, + "FN": 17900, + "FP": 37869, + "IoU": 0.79111638812522, + "TN": 143870264, + "TP": 211217, + "n_pred": 249086, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8767365326692877, + "FN": 9609, + "FP": 14250, + "IoU": 0.780526170545488, + "TN": 144028540, + "TP": 84851, + "n_pred": 99101, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625333203978582, + "FN": 5663, + "FP": 10557, + "IoU": 0.9277727558122448, + "TN": 111554351, + "TP": 208349, + "n_pred": 218906, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6519652884124554, + "FN": 17265, + "FP": 13416, + "IoU": 0.48364132081187516, + "TN": 111719502, + "TP": 28737, + "n_pred": 42153, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7226764500349406, + "FN": 11577, + "FP": 20171, + "IoU": 0.565773996772164, + "TN": 111705806, + "TP": 41366, + "n_pred": 61537, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8474001581652827, + "FN": 6253, + "FP": 24621, + "IoU": 0.7352075953926773, + "TN": 111662323, + "TP": 85723, + "n_pred": 110344, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6764641608391608, + "FN": 4541, + "FP": 1381, + "IoU": 0.5111037728060761, + "TN": 111766807, + "TP": 6191, + "n_pred": 7572, + "n_ref": 10732 + }, + "2": { + "Dice": 0.941934388405855, + "FN": 17697, + "FP": 5557, + "IoU": 0.8902419453805708, + "TN": 111567054, + "TP": 188612, + "n_pred": 194169, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8662188813790103, + "FN": 1730, + "FP": 17331, + "IoU": 0.7640089142008172, + "TN": 111698150, + "TP": 61709, + "n_pred": 79040, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8552933243425489, + "FN": 2824, + "FP": 2541, + "IoU": 0.7471724787935909, + "TN": 111757700, + "TP": 15855, + "n_pred": 18396, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5261544645997689, + "FN": 15945, + "FP": 2915, + "IoU": 0.35699430636527907, + "TN": 111749589, + "TP": 10471, + "n_pred": 13386, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9687436592736225, + "FN": 29222, + "FP": 48571, + "IoU": 0.9393820149423532, + "TN": 110495588, + "TP": 1205539, + "n_pred": 1254110, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9153802244663258, + "FN": 20299, + "FP": 20023, + "IoU": 0.8439641661668247, + "TN": 111520505, + "TP": 218093, + "n_pred": 238116, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8812237034697187, + "FN": 37328, + "FP": 27347, + "IoU": 0.7876674775848427, + "TN": 111474327, + "TP": 239918, + "n_pred": 267265, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8593138324498466, + "FN": 13389, + "FP": 8533, + "IoU": 0.7533306328202358, + "TN": 111690048, + "TP": 66950, + "n_pred": 75483, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8731231038389858, + "FN": 12442, + "FP": 32013, + "IoU": 0.7748167584351905, + "TN": 198890458, + "TP": 152962, + "n_pred": 184975, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7150381445003424, + "FN": 17716, + "FP": 18479, + "IoU": 0.5564664362914492, + "TN": 199006269, + "TP": 45411, + "n_pred": 63890, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4271045207007414, + "FN": 22575, + "FP": 12351, + "IoU": 0.271540306601314, + "TN": 199039930, + "TP": 13019, + "n_pred": 25370, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6511146918063538, + "FN": 19874, + "FP": 9140, + "IoU": 0.4827057481101127, + "TN": 199031787, + "TP": 27074, + "n_pred": 36214, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8493296282022677, + "FN": 33884, + "FP": 3257, + "IoU": 0.738117230632549, + "TN": 198946052, + "TP": 104682, + "n_pred": 107939, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9339353683110679, + "FN": 4440, + "FP": 13264, + "IoU": 0.8760588622393973, + "TN": 198945033, + "TP": 125138, + "n_pred": 138402, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9541860951159221, + "FN": 6431, + "FP": 6283, + "IoU": 0.912386124012845, + "TN": 198942761, + "TP": 132400, + "n_pred": 138683, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8488301005946757, + "FN": 1847, + "FP": 3593, + "IoU": 0.7373630087384734, + "TN": 199067162, + "TP": 15273, + "n_pred": 18866, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6235703918722787, + "FN": 9327, + "FP": 3641, + "IoU": 0.4530347125564132, + "TN": 199064166, + "TP": 10741, + "n_pred": 14382, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9544124225078453, + "FN": 62557, + "FP": 41805, + "IoU": 0.9128000782077066, + "TN": 197891062, + "TP": 1092451, + "n_pred": 1134256, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8883509302259949, + "FN": 14528, + "FP": 21077, + "IoU": 0.7991289287064253, + "TN": 198910622, + "TP": 141648, + "n_pred": 162725, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8900731874974728, + "FN": 8293, + "FP": 18893, + "IoU": 0.8019206108650035, + "TN": 198950627, + "TP": 110062, + "n_pred": 128955, + "n_ref": 118355 + }, + "9": { + "Dice": 0.899367501489066, + "FN": 8272, + "FP": 13016, + "IoU": 0.8171369668857106, + "TN": 198971460, + "TP": 95127, + "n_pred": 108143, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9269766067678932, + "FN": 8674, + "FP": 19008, + "IoU": 0.8638922623818116, + "TN": 130871809, + "TP": 175701, + "n_pred": 194709, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8262831192083998, + "FN": 13036, + "FP": 16265, + "IoU": 0.7039884428100943, + "TN": 130976206, + "TP": 69685, + "n_pred": 85950, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5595818458664414, + "FN": 46425, + "FP": 22415, + "IoU": 0.38848569372762565, + "TN": 130962619, + "TP": 43733, + "n_pred": 66148, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8024954631743563, + "FN": 8633, + "FP": 14984, + "IoU": 0.6701398103272483, + "TN": 131003595, + "TP": 47980, + "n_pred": 62964, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7659208010392492, + "FN": 1342, + "FP": 14695, + "IoU": 0.620641529072243, + "TN": 131032918, + "TP": 26237, + "n_pred": 40932, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9260691388434764, + "FN": 12128, + "FP": 11523, + "IoU": 0.8623172797606227, + "TN": 130903413, + "TP": 148128, + "n_pred": 159651, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8837666459957694, + "FN": 9790, + "FP": 37631, + "IoU": 0.7917400450590907, + "TN": 130847491, + "TP": 180280, + "n_pred": 217911, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8459218622131968, + "FN": 17261, + "FP": 3073, + "IoU": 0.7329849119535672, + "TN": 130999039, + "TP": 55819, + "n_pred": 58892, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7488980029897658, + "FN": 4930, + "FP": 1621, + "IoU": 0.5985906862745098, + "TN": 131058872, + "TP": 9769, + "n_pred": 11390, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9711885089632187, + "FN": 44154, + "FP": 40324, + "IoU": 0.9439907285488296, + "TN": 129566906, + "TP": 1423808, + "n_pred": 1464132, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8521756626406206, + "FN": 57155, + "FP": 192643, + "IoU": 0.7424268983537049, + "TN": 130105378, + "TP": 720016, + "n_pred": 912659, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9193001926541331, + "FN": 10563, + "FP": 10088, + "IoU": 0.8506526848671127, + "TN": 130936917, + "TP": 117624, + "n_pred": 127712, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7074958106497036, + "FN": 23112, + "FP": 11973, + "IoU": 0.5473837659321946, + "TN": 130997676, + "TP": 42431, + "n_pred": 54404, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504951824020653, + "FN": 3099, + "FP": 19030, + "IoU": 0.9056606186692132, + "TN": 101382632, + "TP": 212439, + "n_pred": 231469, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8215251669378822, + "FN": 9222, + "FP": 6681, + "IoU": 0.6971087917111077, + "TN": 101564696, + "TP": 36601, + "n_pred": 43282, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8060292838397941, + "FN": 4952, + "FP": 21583, + "IoU": 0.675082958845066, + "TN": 101535533, + "TP": 55132, + "n_pred": 76715, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9019794117428769, + "FN": 1005, + "FP": 12202, + "IoU": 0.8214594711512464, + "TN": 101543228, + "TP": 60765, + "n_pred": 72967, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8199542757327443, + "FN": 1346, + "FP": 12672, + "IoU": 0.6948495798685185, + "TN": 101571262, + "TP": 31920, + "n_pred": 44592, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9571369567090692, + "FN": 11287, + "FP": 3138, + "IoU": 0.9177973683760635, + "TN": 101441719, + "TP": 161056, + "n_pred": 164194, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9600688468158348, + "FN": 2845, + "FP": 11307, + "IoU": 0.9232042370076133, + "TN": 101432919, + "TP": 170129, + "n_pred": 181436, + "n_ref": 172974 + }, + "4": { + "Dice": 0.6802564669467168, + "FN": 829, + "FP": 13633, + "IoU": 0.5154459559069892, + "TN": 101587354, + "TP": 15384, + "n_pred": 29017, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7242568504704427, + "FN": 11050, + "FP": 3662, + "IoU": 0.5677136896541592, + "TN": 101583167, + "TP": 19321, + "n_pred": 22983, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9728123846622945, + "FN": 66895, + "FP": 15092, + "IoU": 0.9470639736465921, + "TN": 100068406, + "TP": 1466807, + "n_pred": 1481899, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9597142280882358, + "FN": 16236, + "FP": 18319, + "IoU": 0.922548643844797, + "TN": 101171049, + "TP": 411596, + "n_pred": 429915, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9400195390559083, + "FN": 20261, + "FP": 6753, + "IoU": 0.8868272328516906, + "TN": 101378503, + "TP": 211683, + "n_pred": 218436, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9225268034098235, + "FN": 3729, + "FP": 9249, + "IoU": 0.856194665750662, + "TN": 101526953, + "TP": 77269, + "n_pred": 86518, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559933493618498, + "FN": 11784, + "FP": 6611, + "IoU": 0.9156966086159487, + "TN": 118964012, + "TP": 199805, + "n_pred": 206416, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8508730740093787, + "FN": 12796, + "FP": 11023, + "IoU": 0.7404517767050594, + "TN": 119090441, + "TP": 67952, + "n_pred": 78975, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6983624604375946, + "FN": 7700, + "FP": 14220, + "IoU": 0.536526059837192, + "TN": 119134917, + "TP": 25375, + "n_pred": 39595, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1276762256135055, + "FN": 60157, + "FP": 17868, + "IoU": 0.06819131784797278, + "TN": 119098477, + "TP": 5710, + "n_pred": 23578, + "n_ref": 65867 + }, + "15": { + "Dice": 0.14371837183718372, + "FN": 19087, + "FP": 372, + "IoU": 0.07742271951450787, + "TN": 119161120, + "TP": 1633, + "n_pred": 2005, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9263696210361846, + "FN": 19769, + "FP": 7846, + "IoU": 0.8628384956191762, + "TN": 118980880, + "TP": 173717, + "n_pred": 181563, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9439862226855542, + "FN": 12277, + "FP": 9645, + "IoU": 0.8939146846040311, + "TN": 118975567, + "TP": 184723, + "n_pred": 194368, + "n_ref": 197000 + }, + "4": { + "Dice": 0.862922776378657, + "FN": 6674, + "FP": 4974, + "IoU": 0.7588954896400406, + "TN": 119133901, + "TP": 36663, + "n_pred": 41637, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8036210838534265, + "FN": 4717, + "FP": 1639, + "IoU": 0.671711171943598, + "TN": 119162851, + "TP": 13005, + "n_pred": 14644, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9665542654342941, + "FN": 56630, + "FP": 59794, + "IoU": 0.9352733608605757, + "TN": 117383509, + "TP": 1682279, + "n_pred": 1742073, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9379834766078026, + "FN": 23044, + "FP": 13265, + "IoU": 0.883209870983721, + "TN": 118871321, + "TP": 274582, + "n_pred": 287847, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9396759780684927, + "FN": 6241, + "FP": 3507, + "IoU": 0.8862158723488696, + "TN": 119096541, + "TP": 75923, + "n_pred": 79430, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8827083627262745, + "FN": 13571, + "FP": 5550, + "IoU": 0.7900429335353735, + "TN": 119091141, + "TP": 71950, + "n_pred": 77500, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 50046, + "IoU": 0.0, + "TN": 61282434, + "TP": 0, + "n_pred": 50046, + "n_ref": 0 + }, + "10": { + "Dice": 0.7456951793622394, + "FN": 5045, + "FP": 14996, + "IoU": 0.5945087406927808, + "TN": 61283056, + "TP": 29383, + "n_pred": 44379, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5721701696632059, + "FN": 21063, + "FP": 26243, + "IoU": 0.4007271437439035, + "TN": 61253541, + "TP": 31633, + "n_pred": 57876, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9543589724411068, + "FN": 15389, + "FP": 9019, + "IoU": 0.9127023015433037, + "TN": 61052885, + "TP": 255187, + "n_pred": 264206, + "n_ref": 270576 + }, + "15": { + "Dice": 0.857790391201631, + "FN": 13447, + "FP": 14664, + "IoU": 0.7509920986429508, + "TN": 61219588, + "TP": 84781, + "n_pred": 99445, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8520775867289915, + "FN": 6180, + "FP": 47554, + "IoU": 0.7422780293147111, + "TN": 61123984, + "TP": 154762, + "n_pred": 202316, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7847442539885422, + "FN": 42690, + "FP": 4465, + "IoU": 0.6457441214033506, + "TN": 61199370, + "TP": 85955, + "n_pred": 90420, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9301985847979913, + "FN": 1437, + "FP": 4679, + "IoU": 0.8695058462063668, + "TN": 61285612, + "TP": 40752, + "n_pred": 45431, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7110973661151487, + "FN": 1674, + "FP": 3931, + "IoU": 0.5517075901783572, + "TN": 61319977, + "TP": 6898, + "n_pred": 10829, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9418447340164028, + "FN": 25020, + "FP": 120833, + "IoU": 0.8900817907293792, + "TN": 60005557, + "TP": 1181070, + "n_pred": 1301903, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5407029765674477, + "FN": 118850, + "FP": 26196, + "IoU": 0.37052290786944014, + "TN": 61102057, + "TP": 85377, + "n_pred": 111573, + "n_ref": 204227 + }, + "8": { + "Dice": 0.939409505638316, + "FN": 5405, + "FP": 4503, + "IoU": 0.8857419622676322, + "TN": 61245764, + "TP": 76808, + "n_pred": 81311, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8374960938393177, + "FN": 8433, + "FP": 12888, + "IoU": 0.7204243266633448, + "TN": 61256218, + "TP": 54941, + "n_pred": 67829, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693993220789947, + "FN": 2272, + "FP": 8769, + "IoU": 0.9406158397203174, + "TN": 148921575, + "TP": 174884, + "n_pred": 183653, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8552325045737525, + "FN": 7824, + "FP": 14174, + "IoU": 0.7470796541574687, + "TN": 149020524, + "TP": 64978, + "n_pred": 79152, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7742459972694551, + "FN": 21986, + "FP": 14392, + "IoU": 0.6316487611255683, + "TN": 149008741, + "TP": 62381, + "n_pred": 76773, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8948107010629404, + "FN": 3159, + "FP": 17979, + "IoU": 0.8096447386194786, + "TN": 148996455, + "TP": 89907, + "n_pred": 107886, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8455788151299178, + "FN": 4052, + "FP": 8363, + "IoU": 0.7324699392319959, + "TN": 149061094, + "TP": 33991, + "n_pred": 42354, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9554602196168321, + "FN": 2776, + "FP": 11603, + "IoU": 0.9147188432271496, + "TN": 148938893, + "TP": 154228, + "n_pred": 165831, + "n_ref": 157004 + }, + "3": { + "Dice": 0.838171336893349, + "FN": 6798, + "FP": 13779, + "IoU": 0.7214242198605564, + "TN": 149033635, + "TP": 53288, + "n_pred": 67067, + "n_ref": 60086 + }, + "4": { + "Dice": 0.887288968289415, + "FN": 1000, + "FP": 5309, + "IoU": 0.7974118553721662, + "TN": 149076358, + "TP": 24833, + "n_pred": 30142, + "n_ref": 25833 + }, + "5": { + "Dice": 0.2878262990973408, + "FN": 27817, + "FP": 1375, + "IoU": 0.16810578210937277, + "TN": 149072409, + "TP": 5899, + "n_pred": 7274, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9704254660358659, + "FN": 29483, + "FP": 36136, + "IoU": 0.9425499893625683, + "TN": 147965307, + "TP": 1076574, + "n_pred": 1112710, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9220151543874335, + "FN": 29516, + "FP": 12033, + "IoU": 0.8553136513375539, + "TN": 148820334, + "TP": 245617, + "n_pred": 257650, + "n_ref": 275133 + }, + "8": { + "Dice": 0.939686226868076, + "FN": 17904, + "FP": 9203, + "IoU": 0.886234104167541, + "TN": 148869230, + "TP": 211163, + "n_pred": 220366, + "n_ref": 229067 + }, + "9": { + "Dice": 0.905955317824453, + "FN": 8899, + "FP": 7417, + "IoU": 0.8280789007839501, + "TN": 149012596, + "TP": 78588, + "n_pred": 86005, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928586911867017, + "FN": 65303, + "FP": 3881, + "IoU": 0.8666936423981425, + "TN": 100193815, + "TP": 449801, + "n_pred": 453682, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5590797355671703, + "FN": 15045, + "FP": 21905, + "IoU": 0.38800185504173845, + "TN": 100652424, + "TP": 23426, + "n_pred": 45331, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.05290162446514902, + "FN": 37727, + "FP": 13404, + "IoU": 0.027169466694571813, + "TN": 100660241, + "TP": 1428, + "n_pred": 14832, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6387498296987915, + "FN": 43718, + "FP": 80905, + "IoU": 0.4692376490630324, + "TN": 100478000, + "TP": 110177, + "n_pred": 191082, + "n_ref": 153895 + }, + "15": { + "Dice": 0.903640963590364, + "FN": 4901, + "FP": 14371, + "IoU": 0.8242199257549915, + "TN": 100603163, + "TP": 90365, + "n_pred": 104736, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7433050328412427, + "FN": 92377, + "FP": 4857, + "IoU": 0.5914760958435044, + "TN": 100474787, + "TP": 140779, + "n_pred": 145636, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8017428776633948, + "FN": 14640, + "FP": 88875, + "IoU": 0.6690908509686081, + "TN": 100399980, + "TP": 209305, + "n_pred": 298180, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6708488397548161, + "FN": 8621, + "FP": 39493, + "IoU": 0.5047197488290699, + "TN": 100615655, + "TP": 49031, + "n_pred": 88524, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3911825819857259, + "FN": 12143, + "FP": 1335, + "IoU": 0.24314914645103325, + "TN": 100694992, + "TP": 4330, + "n_pred": 5665, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8508078942027864, + "FN": 451439, + "FP": 119037, + "IoU": 0.7403530618691179, + "TN": 98515678, + "TP": 1626646, + "n_pred": 1745683, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7088947586446507, + "FN": 13149, + "FP": 117559, + "IoU": 0.5490603987483483, + "TN": 100422943, + "TP": 159149, + "n_pred": 276708, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9062021077327682, + "FN": 10209, + "FP": 9621, + "IoU": 0.8284913640255663, + "TN": 100597179, + "TP": 95791, + "n_pred": 105412, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7860226201696513, + "FN": 18458, + "FP": 26948, + "IoU": 0.6474771550352089, + "TN": 100583997, + "TP": 83397, + "n_pred": 110345, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9429802548628368, + "FN": 801, + "FP": 8515, + "IoU": 0.8921122421799905, + "TN": 78864351, + "TP": 77033, + "n_pred": 85548, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7263785190766491, + "FN": 12433, + "FP": 7540, + "IoU": 0.5703252732122881, + "TN": 78904216, + "TP": 26511, + "n_pred": 34051, + "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": 0.4926675054716163, + "FN": 36107, + "FP": 11876, + "IoU": 0.32684726645249085, + "TN": 78879419, + "TP": 23298, + "n_pred": 35174, + "n_ref": 59405 + }, + "14": { + "Dice": 0.11246426941461891, + "FN": 24928, + "FP": 12021, + "IoU": 0.05958259099007381, + "TN": 78911410, + "TP": 2341, + "n_pred": 14362, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8863503723474621, + "FN": 2167, + "FP": 12438, + "IoU": 0.7958969772349316, + "TN": 78879143, + "TP": 56952, + "n_pred": 69390, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8956178708216361, + "FN": 14302, + "FP": 5702, + "IoU": 0.8109673700424294, + "TN": 78844877, + "TP": 85819, + "n_pred": 91521, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9244135534317984, + "FN": 1153, + "FP": 12506, + "IoU": 0.8594507269789984, + "TN": 78853517, + "TP": 83524, + "n_pred": 96030, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8408608063185783, + "FN": 307, + "FP": 6060, + "IoU": 0.7254183198205969, + "TN": 78927512, + "TP": 16821, + "n_pred": 22881, + "n_ref": 17128 + }, + "5": { + "Dice": 0.33099228148251164, + "FN": 27658, + "FP": 1205, + "IoU": 0.1983168069327556, + "TN": 78914697, + "TP": 7140, + "n_pred": 8345, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9585489694178664, + "FN": 21043, + "FP": 38291, + "IoU": 0.920397542726586, + "TN": 78205321, + "TP": 686045, + "n_pred": 724336, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7602362582440696, + "FN": 257554, + "FP": 34841, + "IoU": 0.6132105921788892, + "TN": 78194746, + "TP": 463559, + "n_pred": 498400, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8870608726115387, + "FN": 62706, + "FP": 5639, + "IoU": 0.7970434777444194, + "TN": 78613953, + "TP": 268402, + "n_pred": 274041, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7188959703322424, + "FN": 21573, + "FP": 6170, + "IoU": 0.5611534689487171, + "TN": 78887482, + "TP": 35475, + "n_pred": 41645, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976717008568858, + "FN": 1104, + "FP": 5909, + "IoU": 0.9544935435727727, + "TN": 104850330, + "TP": 147097, + "n_pred": 153006, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8844095410859352, + "FN": 8740, + "FP": 11778, + "IoU": 0.7927725932210237, + "TN": 104905428, + "TP": 78494, + "n_pred": 90272, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8422866342462928, + "FN": 14513, + "FP": 9194, + "IoU": 0.7275433273571461, + "TN": 104917428, + "TP": 63305, + "n_pred": 72499, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9186095635413091, + "FN": 501, + "FP": 11829, + "IoU": 0.8494707670520443, + "TN": 104922529, + "TP": 69581, + "n_pred": 81410, + "n_ref": 70082 + }, + "15": { + "Dice": 0.847969612010491, + "FN": 5608, + "FP": 1116, + "IoU": 0.7360653163761972, + "TN": 104978964, + "TP": 18752, + "n_pred": 19868, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9215038061208638, + "FN": 22457, + "FP": 2807, + "IoU": 0.8544339899859988, + "TN": 104830883, + "TP": 148293, + "n_pred": 151100, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9285844152242311, + "FN": 2876, + "FP": 20299, + "IoU": 0.8666892925760173, + "TN": 104830598, + "TP": 150667, + "n_pred": 170966, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 105004289, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "5": { + "Dice": 0.6114719806231421, + "FN": 13418, + "FP": 7756, + "IoU": 0.44037424674912784, + "TN": 104966604, + "TP": 16662, + "n_pred": 24418, + "n_ref": 30080 + }, + "6": { + "Dice": 0.979754393588999, + "FN": 22939, + "FP": 27189, + "IoU": 0.9603122889551653, + "TN": 103741379, + "TP": 1212933, + "n_pred": 1240122, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9365506019066768, + "FN": 10233, + "FP": 19557, + "IoU": 0.8806724641396521, + "TN": 104754791, + "TP": 219859, + "n_pred": 239416, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9519395572698213, + "FN": 24604, + "FP": 9886, + "IoU": 0.9082868873383254, + "TN": 104628376, + "TP": 341574, + "n_pred": 351460, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9297116733225554, + "FN": 6718, + "FP": 6412, + "IoU": 0.8686553428165577, + "TN": 104904474, + "TP": 86836, + "n_pred": 93248, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9833560630451061, + "FN": 10366, + "FP": 3437, + "IoU": 0.9672570969050449, + "TN": 177254731, + "TP": 407754, + "n_pred": 411191, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5662061674964085, + "FN": 40628, + "FP": 7383, + "IoU": 0.39490068562210123, + "TN": 177596944, + "TP": 31333, + "n_pred": 38716, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8453732131656267, + "FN": 13065, + "FP": 10354, + "IoU": 0.7321614419524916, + "TN": 177588851, + "TP": 64018, + "n_pred": 74372, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9262662511020328, + "FN": 1650, + "FP": 10226, + "IoU": 0.8626591574053729, + "TN": 177589817, + "TP": 74595, + "n_pred": 84821, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8619171418986917, + "FN": 2614, + "FP": 3972, + "IoU": 0.757341291772595, + "TN": 177649147, + "TP": 20555, + "n_pred": 24527, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9754108821735986, + "FN": 8011, + "FP": 2393, + "IoU": 0.9520019929968305, + "TN": 177459529, + "TP": 206355, + "n_pred": 208748, + "n_ref": 214366 + }, + "3": { + "Dice": 0.981272915844983, + "FN": 5520, + "FP": 2172, + "IoU": 0.9632343452013937, + "TN": 177467071, + "TP": 201525, + "n_pred": 203697, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9269492092590168, + "FN": 2577, + "FP": 2444, + "IoU": 0.8638446728313041, + "TN": 177639411, + "TP": 31856, + "n_pred": 34300, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6686853880573985, + "FN": 13846, + "FP": 3332, + "IoU": 0.502274505258888, + "TN": 177641775, + "TP": 17335, + "n_pred": 20667, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9564056163236445, + "FN": 117505, + "FP": 36383, + "IoU": 0.9164533953837851, + "TN": 175834346, + "TP": 1688054, + "n_pred": 1724437, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8590276075298889, + "FN": 7276, + "FP": 111180, + "IoU": 0.7528907913978226, + "TN": 177196921, + "TP": 360911, + "n_pred": 472091, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8791618640652966, + "FN": 11809, + "FP": 39771, + "IoU": 0.7843789713062671, + "TN": 177437072, + "TP": 187636, + "n_pred": 227407, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9357123977648806, + "FN": 9548, + "FP": 7721, + "IoU": 0.8791912973521284, + "TN": 177533343, + "TP": 125676, + "n_pred": 133397, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614087594869152, + "FN": 3319, + "FP": 11432, + "IoU": 0.9256854111459288, + "TN": 193807041, + "TP": 183743, + "n_pred": 195175, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8924294422246907, + "FN": 6303, + "FP": 13162, + "IoU": 0.8057540316142424, + "TN": 193905327, + "TP": 80743, + "n_pred": 93905, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8007288012580138, + "FN": 13920, + "FP": 12438, + "IoU": 0.6676795057681397, + "TN": 193926220, + "TP": 52957, + "n_pred": 65395, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8563386393221732, + "FN": 909, + "FP": 24253, + "IoU": 0.7487694074185013, + "TN": 193905380, + "TP": 74993, + "n_pred": 99246, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7763651877133105, + "FN": 2768, + "FP": 7716, + "IoU": 0.6344745833623876, + "TN": 193976853, + "TP": 18198, + "n_pred": 25914, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9672946289793334, + "FN": 4476, + "FP": 4614, + "IoU": 0.936660790311679, + "TN": 193862022, + "TP": 134423, + "n_pred": 139037, + "n_ref": 138899 + }, + "3": { + "Dice": 0.964651886942117, + "FN": 3822, + "FP": 5759, + "IoU": 0.9317174337557194, + "TN": 193865221, + "TP": 130733, + "n_pred": 136492, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8919490111454695, + "FN": 982, + "FP": 3875, + "IoU": 0.8049710889816897, + "TN": 193980631, + "TP": 20047, + "n_pred": 23922, + "n_ref": 21029 + }, + "5": { + "Dice": 0.47097147821051105, + "FN": 17511, + "FP": 4413, + "IoU": 0.3080200738566424, + "TN": 193973852, + "TP": 9759, + "n_pred": 14172, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9623568153853036, + "FN": 29802, + "FP": 76232, + "IoU": 0.9274448381238598, + "TN": 192544109, + "TP": 1355392, + "n_pred": 1431624, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9483430693475966, + "FN": 16037, + "FP": 17292, + "IoU": 0.9017608705904546, + "TN": 193666271, + "TP": 305935, + "n_pred": 323227, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9397963231827254, + "FN": 15170, + "FP": 13815, + "IoU": 0.886429979194176, + "TN": 193750318, + "TP": 226232, + "n_pred": 240047, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8904057238699815, + "FN": 14539, + "FP": 6109, + "IoU": 0.8024606318045271, + "TN": 193901009, + "TP": 83878, + "n_pred": 89987, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575688753675754, + "FN": 1457, + "FP": 8557, + "IoU": 0.9185919843915129, + "TN": 99532790, + "TP": 112996, + "n_pred": 121553, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8695502301632327, + "FN": 11143, + "FP": 7022, + "IoU": 0.7692073131995883, + "TN": 99577093, + "TP": 60542, + "n_pred": 67564, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6997841170155044, + "FN": 15123, + "FP": 10882, + "IoU": 0.5382060980590627, + "TN": 99599487, + "TP": 30308, + "n_pred": 41190, + "n_ref": 45431 + }, + "14": { + "Dice": 0.06773249589608166, + "FN": 52242, + "FP": 6, + "IoU": 0.035053374210467995, + "TN": 99601654, + "TP": 1898, + "n_pred": 1904, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6625203095791331, + "FN": 18986, + "FP": 331, + "IoU": 0.49534980928993155, + "TN": 99617522, + "TP": 18961, + "n_pred": 19292, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9598928726155623, + "FN": 5078, + "FP": 4087, + "IoU": 0.9228788529018251, + "TN": 99536961, + "TP": 109674, + "n_pred": 113761, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9609307982585792, + "FN": 4508, + "FP": 5193, + "IoU": 0.924799615509837, + "TN": 99526798, + "TP": 119301, + "n_pred": 124494, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8760797696491415, + "FN": 2476, + "FP": 2172, + "IoU": 0.7794857197077522, + "TN": 99634722, + "TP": 16430, + "n_pred": 18602, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8564582879546939, + "FN": 1068, + "FP": 909, + "IoU": 0.7489523809523809, + "TN": 99647925, + "TP": 5898, + "n_pred": 6807, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9678720586887833, + "FN": 44279, + "FP": 42679, + "IoU": 0.9377442659474924, + "TN": 98259013, + "TP": 1309829, + "n_pred": 1352508, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8956764833747441, + "FN": 11424, + "FP": 24811, + "IoU": 0.8110634880907688, + "TN": 99464016, + "TP": 155549, + "n_pred": 180360, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9581340548960091, + "FN": 4962, + "FP": 3424, + "IoU": 0.9196327602399709, + "TN": 99551454, + "TP": 95960, + "n_pred": 99384, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9226652658535385, + "FN": 11225, + "FP": 2908, + "IoU": 0.8564332297190224, + "TN": 99557358, + "TP": 84309, + "n_pred": 87217, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9649853214678992, + "FN": 27160, + "FP": 3302, + "IoU": 0.9323397450135489, + "TN": 62633300, + "TP": 419758, + "n_pred": 423060, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8711408352126915, + "FN": 9234, + "FP": 8993, + "IoU": 0.7717001928906034, + "TN": 63003682, + "TP": 61611, + "n_pred": 70604, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7237124463519313, + "FN": 11930, + "FP": 13820, + "IoU": 0.5670449768810425, + "TN": 63024045, + "TP": 33725, + "n_pred": 47545, + "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": 0.9781096800830558, + "FN": 1967, + "FP": 3494, + "IoU": 0.957157202705035, + "TN": 62956054, + "TP": 122005, + "n_pred": 125499, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9797960674005355, + "FN": 798, + "FP": 4431, + "IoU": 0.9603923647932131, + "TN": 62951500, + "TP": 126791, + "n_pred": 131222, + "n_ref": 127589 + }, + "4": { + "Dice": 0.6179614325068871, + "FN": 9617, + "FP": 784, + "IoU": 0.4471376176048477, + "TN": 63064707, + "TP": 8412, + "n_pred": 9196, + "n_ref": 18029 + }, + "5": { + "Dice": 0.48448196211834865, + "FN": 11186, + "FP": 1089, + "IoU": 0.31968076262262374, + "TN": 63065477, + "TP": 5768, + "n_pred": 6857, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9278401857784369, + "FN": 134797, + "FP": 19949, + "IoU": 0.8653935481177226, + "TN": 61933902, + "TP": 994872, + "n_pred": 1014821, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8733846496315303, + "FN": 7565, + "FP": 35663, + "IoU": 0.7752287853577371, + "TN": 62891200, + "TP": 149092, + "n_pred": 184755, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9204493882503311, + "FN": 12578, + "FP": 4600, + "IoU": 0.8526227285986376, + "TN": 62966962, + "TP": 99380, + "n_pred": 103980, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8837543688890855, + "FN": 2938, + "FP": 7572, + "IoU": 0.7917203384792216, + "TN": 63033059, + "TP": 39951, + "n_pred": 47523, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777530714282281, + "FN": 7323, + "FP": 6564, + "IoU": 0.9564744526005002, + "TN": 109289764, + "TP": 305167, + "n_pred": 311731, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6276922478811912, + "FN": 23346, + "FP": 53266, + "IoU": 0.45739903961924727, + "TN": 109467624, + "TP": 64582, + "n_pred": 117848, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7046968160354506, + "FN": 26233, + "FP": 19482, + "IoU": 0.5440400554552618, + "TN": 109508557, + "TP": 54546, + "n_pred": 74028, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6686465539096736, + "FN": 23068, + "FP": 50124, + "IoU": 0.5022306855277475, + "TN": 109461778, + "TP": 73848, + "n_pred": 123972, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8919342636563334, + "FN": 5686, + "FP": 18026, + "IoU": 0.8049470662268543, + "TN": 109487251, + "TP": 97855, + "n_pred": 115881, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8699788362005741, + "FN": 47989, + "FP": 1651, + "IoU": 0.7698783563269544, + "TN": 109393106, + "TP": 166072, + "n_pred": 167723, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9012625783545828, + "FN": 12908, + "FP": 38096, + "IoU": 0.8202711226535768, + "TN": 109325035, + "TP": 232779, + "n_pred": 270875, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6358591900628706, + "FN": 25309, + "FP": 3303, + "IoU": 0.46612430727893567, + "TN": 109555225, + "TP": 24981, + "n_pred": 28284, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6337240120148419, + "FN": 5172, + "FP": 1047, + "IoU": 0.4638330890594017, + "TN": 109597219, + "TP": 5380, + "n_pred": 6427, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9648533747140514, + "FN": 46714, + "FP": 40984, + "IoU": 0.9320934359878927, + "TN": 108317367, + "TP": 1203753, + "n_pred": 1244737, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8856775740184972, + "FN": 222620, + "FP": 29174, + "IoU": 0.7948126622672844, + "TN": 108381676, + "TP": 975348, + "n_pred": 1004522, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9414152941305565, + "FN": 3624, + "FP": 7054, + "IoU": 0.8893150344141305, + "TN": 109512346, + "TP": 85794, + "n_pred": 92848, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7467350073403993, + "FN": 11203, + "FP": 18642, + "IoU": 0.5958316969787252, + "TN": 109534975, + "TP": 43998, + "n_pred": 62640, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9023438119872416, + "FN": 1913, + "FP": 10395, + "IoU": 0.8220641598357693, + "TN": 66998181, + "TP": 56863, + "n_pred": 67258, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7680649007167034, + "FN": 22748, + "FP": 11102, + "IoU": 0.6234621459876749, + "TN": 66977454, + "TP": 56048, + "n_pred": 67150, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5381651850742611, + "FN": 18445, + "FP": 15480, + "IoU": 0.36814363673613826, + "TN": 67013661, + "TP": 19766, + "n_pred": 35246, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8568480851480623, + "FN": 9865, + "FP": 12058, + "IoU": 0.7495487467726826, + "TN": 66979818, + "TP": 65611, + "n_pred": 77669, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3679857488230055, + "FN": 21240, + "FP": 13529, + "IoU": 0.22547949477623577, + "TN": 67022461, + "TP": 10122, + "n_pred": 23651, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9693924197455054, + "FN": 3959, + "FP": 5013, + "IoU": 0.9406028427484757, + "TN": 66916301, + "TP": 142079, + "n_pred": 147092, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9678799661404798, + "FN": 4295, + "FP": 6064, + "IoU": 0.9377591117199611, + "TN": 66900918, + "TP": 156075, + "n_pred": 162139, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1574, + "IoU": 0.0, + "TN": 67052739, + "TP": 0, + "n_pred": 1574, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5963667502599548, + "FN": 4046, + "FP": 2553, + "IoU": 0.42487362733135786, + "TN": 67055878, + "TP": 4875, + "n_pred": 7428, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9667303796947017, + "FN": 47073, + "FP": 24013, + "IoU": 0.9356032159438342, + "TN": 65963477, + "TP": 1032789, + "n_pred": 1056802, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9023266782891123, + "FN": 49345, + "FP": 16093, + "IoU": 0.8220357190449901, + "TN": 66699649, + "TP": 302265, + "n_pred": 318358, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9365691317951181, + "FN": 5790, + "FP": 5036, + "IoU": 0.8807052341597796, + "TN": 66976602, + "TP": 79924, + "n_pred": 84960, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9162449550799066, + "FN": 4016, + "FP": 9390, + "IoU": 0.8454354693661079, + "TN": 66980618, + "TP": 73328, + "n_pred": 82718, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8404555594095166, + "FN": 48160, + "FP": 1977, + "IoU": 0.7248153067609252, + "TN": 74337086, + "TP": 132057, + "n_pred": 134034, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7744130782531508, + "FN": 14273, + "FP": 10124, + "IoU": 0.6318711994326498, + "TN": 74453007, + "TP": 41876, + "n_pred": 52000, + "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": 0.5467999786130567, + "FN": 17323, + "FP": 25058, + "IoU": 0.376273032318832, + "TN": 74451332, + "TP": 25567, + "n_pred": 50625, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6517942465482585, + "FN": 12145, + "FP": 8989, + "IoU": 0.4834530967395024, + "TN": 74478366, + "TP": 19780, + "n_pred": 28769, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8359652487118344, + "FN": 5293, + "FP": 4544, + "IoU": 0.7181617625992035, + "TN": 74484377, + "TP": 25066, + "n_pred": 29610, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9677100944020329, + "FN": 2674, + "FP": 6551, + "IoU": 0.9374402376253739, + "TN": 74371821, + "TP": 138234, + "n_pred": 144785, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9644530173601543, + "FN": 5141, + "FP": 5953, + "IoU": 0.9313464608834486, + "TN": 74357686, + "TP": 150500, + "n_pred": 156453, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6559536095139811, + "FN": 6604, + "FP": 397, + "IoU": 0.48804387568555757, + "TN": 74505605, + "TP": 6674, + "n_pred": 7071, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6484780616919474, + "FN": 3784, + "FP": 3122, + "IoU": 0.4798131967460078, + "TN": 74506004, + "TP": 6370, + "n_pred": 9492, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9627960119869836, + "FN": 53351, + "FP": 66638, + "IoU": 0.9282610008388253, + "TN": 72846703, + "TP": 1552588, + "n_pred": 1619226, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8538288800074854, + "FN": 39436, + "FP": 4306, + "IoU": 0.7449401447255637, + "TN": 74347783, + "TP": 127755, + "n_pred": 132061, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9576999236010415, + "FN": 2955, + "FP": 2471, + "IoU": 0.9188332086761406, + "TN": 74452430, + "TP": 61424, + "n_pred": 63895, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9278011075966448, + "FN": 6913, + "FP": 6463, + "IoU": 0.8653255605561765, + "TN": 74419959, + "TP": 85945, + "n_pred": 92408, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688376197197561, + "FN": 4590, + "FP": 13315, + "IoU": 0.9395587331807533, + "TN": 65754942, + "TP": 278333, + "n_pred": 291648, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7410365723050986, + "FN": 29909, + "FP": 7570, + "IoU": 0.588608498073609, + "TN": 65960077, + "TP": 53624, + "n_pred": 61194, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.697490587238069, + "FN": 12243, + "FP": 18449, + "IoU": 0.5354975406734771, + "TN": 65985105, + "TP": 35383, + "n_pred": 53832, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9191950837450296, + "FN": 1456, + "FP": 8603, + "IoU": 0.8504727078130574, + "TN": 65983908, + "TP": 57213, + "n_pred": 65816, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8039910942524945, + "FN": 5096, + "FP": 4412, + "IoU": 0.6722283507997794, + "TN": 66022172, + "TP": 19500, + "n_pred": 23912, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9598753543828966, + "FN": 5642, + "FP": 5921, + "IoU": 0.922846466938013, + "TN": 65901310, + "TP": 138307, + "n_pred": 144228, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9582932214967672, + "FN": 6018, + "FP": 7109, + "IoU": 0.9199260687097404, + "TN": 65887244, + "TP": 150809, + "n_pred": 157918, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8839315725228651, + "FN": 4545, + "FP": 2016, + "IoU": 0.7920048186659904, + "TN": 66019636, + "TP": 24983, + "n_pred": 26999, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8269026152209218, + "FN": 2596, + "FP": 495, + "IoU": 0.7048882948252817, + "TN": 66040706, + "TP": 7383, + "n_pred": 7878, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9670551416765082, + "FN": 25697, + "FP": 42286, + "IoU": 0.9362117773121741, + "TN": 64985419, + "TP": 997778, + "n_pred": 1040064, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9303683358440255, + "FN": 116827, + "FP": 11859, + "IoU": 0.8698025376596914, + "TN": 65062789, + "TP": 859705, + "n_pred": 871564, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9570822877909492, + "FN": 3871, + "FP": 3073, + "IoU": 0.9176968389612544, + "TN": 65966809, + "TP": 77427, + "n_pred": 80500, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9028832814667617, + "FN": 9883, + "FP": 3068, + "IoU": 0.822960097330253, + "TN": 65978027, + "TP": 60202, + "n_pred": 63270, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749168045273667, + "FN": 1014, + "FP": 6840, + "IoU": 0.9510611517515547, + "TN": 113312054, + "TP": 152632, + "n_pred": 159472, + "n_ref": 153646 + }, + "10": { + "Dice": 0.883134910042176, + "FN": 6127, + "FP": 13574, + "IoU": 0.7907265774378585, + "TN": 113378400, + "TP": 74439, + "n_pred": 88013, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6656532570863268, + "FN": 21701, + "FP": 33726, + "IoU": 0.4988607800943925, + "TN": 113361938, + "TP": 55175, + "n_pred": 88901, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9659276230782552, + "FN": 9798, + "FP": 8107, + "IoU": 0.9341005955053698, + "TN": 113200838, + "TP": 253797, + "n_pred": 261904, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7923482118103687, + "FN": 3306, + "FP": 6431, + "IoU": 0.6561065197428834, + "TN": 113444226, + "TP": 18577, + "n_pred": 25008, + "n_ref": 21883 + }, + "2": { + "Dice": 0.969499458152063, + "FN": 3630, + "FP": 4138, + "IoU": 0.9408044137594684, + "TN": 113341314, + "TP": 123458, + "n_pred": 127596, + "n_ref": 127088 + }, + "3": { + "Dice": 0.93410846602554, + "FN": 1799, + "FP": 14919, + "IoU": 0.8763635287940305, + "TN": 113337321, + "TP": 118501, + "n_pred": 133420, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8507045585604235, + "FN": 2325, + "FP": 7772, + "IoU": 0.7401965829559489, + "TN": 113433676, + "TP": 28767, + "n_pred": 36539, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5111372597592948, + "FN": 20446, + "FP": 3235, + "IoU": 0.3433071739552425, + "TN": 113436479, + "TP": 12380, + "n_pred": 15615, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9627618886737616, + "FN": 32257, + "FP": 53715, + "IoU": 0.9281975644365306, + "TN": 112275199, + "TP": 1111369, + "n_pred": 1165084, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9177353439364455, + "FN": 17826, + "FP": 18065, + "IoU": 0.8479768223000648, + "TN": 113236451, + "TP": 200198, + "n_pred": 218263, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9436628717334665, + "FN": 15187, + "FP": 8620, + "IoU": 0.8933349462799179, + "TN": 113249346, + "TP": 199387, + "n_pred": 208007, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9117381020330177, + "FN": 11994, + "FP": 6253, + "IoU": 0.8377929097180244, + "TN": 113360048, + "TP": 94245, + "n_pred": 100498, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9166242208598848, + "FN": 2116, + "FP": 20637, + "IoU": 0.8460815153052595, + "TN": 75048903, + "TP": 125072, + "n_pred": 145709, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8860909572598457, + "FN": 15603, + "FP": 6110, + "IoU": 0.7954787359299204, + "TN": 75090563, + "TP": 84452, + "n_pred": 90562, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6971788331442318, + "FN": 14398, + "FP": 21099, + "IoU": 0.5351301090899566, + "TN": 75120369, + "TP": 40862, + "n_pred": 61961, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9285609944928933, + "FN": 5923, + "FP": 13639, + "IoU": 0.8666484883602031, + "TN": 75050033, + "TP": 127133, + "n_pred": 140772, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8906614813605751, + "FN": 11060, + "FP": 4347, + "IoU": 0.8028761882828593, + "TN": 75118569, + "TP": 62752, + "n_pred": 67099, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9562356082545826, + "FN": 4497, + "FP": 8484, + "IoU": 0.9161412439597922, + "TN": 75041932, + "TP": 141815, + "n_pred": 150299, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9563026664359217, + "FN": 3842, + "FP": 9288, + "IoU": 0.9162643571870436, + "TN": 75039925, + "TP": 143673, + "n_pred": 152961, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9026958141358691, + "FN": 1942, + "FP": 3021, + "IoU": 0.8226486563750715, + "TN": 75168744, + "TP": 23021, + "n_pred": 26042, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8304651323519248, + "FN": 1693, + "FP": 760, + "IoU": 0.7100815506441319, + "TN": 75188267, + "TP": 6008, + "n_pred": 6768, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9785825723627712, + "FN": 28704, + "FP": 25041, + "IoU": 0.9580633205235745, + "TN": 73915153, + "TP": 1227830, + "n_pred": 1252871, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9367811239632923, + "FN": 7575, + "FP": 11893, + "IoU": 0.8810802225928029, + "TN": 75033021, + "TP": 144239, + "n_pred": 156132, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9261549200967316, + "FN": 10441, + "FP": 1407, + "IoU": 0.862466046014905, + "TN": 75110582, + "TP": 74298, + "n_pred": 75705, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8527048460459569, + "FN": 12181, + "FP": 10293, + "IoU": 0.743230582912506, + "TN": 75109202, + "TP": 65052, + "n_pred": 75345, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715803622863727, + "FN": 3343, + "FP": 9089, + "IoU": 0.9447314371071139, + "TN": 86702934, + "TP": 212506, + "n_pred": 221595, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6937948429120651, + "FN": 12163, + "FP": 37855, + "IoU": 0.5311530421904146, + "TN": 86821189, + "TP": 56665, + "n_pred": 94520, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5673733306536006, + "FN": 14427, + "FP": 47998, + "IoU": 0.3960371133621649, + "TN": 86824513, + "TP": 40934, + "n_pred": 88932, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8535869603648835, + "FN": 10852, + "FP": 13994, + "IoU": 0.7445719220330619, + "TN": 86830600, + "TP": 72426, + "n_pred": 86420, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8921860731734954, + "FN": 28801, + "FP": 3549, + "IoU": 0.8053573362534747, + "TN": 86761670, + "TP": 133852, + "n_pred": 137401, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9505737938680173, + "FN": 5893, + "FP": 6412, + "IoU": 0.9058033697973682, + "TN": 86797241, + "TP": 118326, + "n_pred": 124738, + "n_ref": 124219 + }, + "3": { + "Dice": 0.956761967884795, + "FN": 11562, + "FP": 2790, + "IoU": 0.9171080217857123, + "TN": 86754731, + "TP": 158789, + "n_pred": 161579, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8517910937453396, + "FN": 2243, + "FP": 2726, + "IoU": 0.7418433083956775, + "TN": 86908624, + "TP": 14279, + "n_pred": 17005, + "n_ref": 16522 + }, + "5": { + "Dice": 0.844219490640315, + "FN": 219, + "FP": 1720, + "IoU": 0.7304323647991102, + "TN": 86920679, + "TP": 5254, + "n_pred": 6974, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9597427094240455, + "FN": 27211, + "FP": 69022, + "IoU": 0.9226012815470575, + "TN": 85684531, + "TP": 1147108, + "n_pred": 1216130, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9307731771828359, + "FN": 113359, + "FP": 21982, + "IoU": 0.8705105009715947, + "TN": 85882683, + "TP": 909848, + "n_pred": 931830, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9318434114074441, + "FN": 3603, + "FP": 3826, + "IoU": 0.8723846497406123, + "TN": 86869658, + "TP": 50785, + "n_pred": 54611, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8352356303647569, + "FN": 5902, + "FP": 11796, + "IoU": 0.7170854913997059, + "TN": 86865316, + "TP": 44858, + "n_pred": 56654, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564224885446275, + "FN": 2154, + "FP": 5711, + "IoU": 0.9164843799774884, + "TN": 37655426, + "TP": 86309, + "n_pred": 92020, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8424213598933125, + "FN": 14078, + "FP": 2819, + "IoU": 0.7277443887662537, + "TN": 37687537, + "TP": 45166, + "n_pred": 47985, + "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": 0.721366822932347, + "FN": 11340, + "FP": 14574, + "IoU": 0.5641702685884391, + "TN": 37690141, + "TP": 33545, + "n_pred": 48119, + "n_ref": 44885 + }, + "14": { + "Dice": 0.37770674216894323, + "FN": 8760, + "FP": 292789, + "IoU": 0.23282272816316976, + "TN": 37356537, + "TP": 91514, + "n_pred": 384303, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8771, + "IoU": 0.0, + "TN": 37740829, + "TP": 0, + "n_pred": 8771, + "n_ref": 0 + }, + "2": { + "Dice": 0.8178728760226558, + "FN": 28754, + "FP": 3080, + "IoU": 0.6918654173764907, + "TN": 37646288, + "TP": 71478, + "n_pred": 74558, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9241939694556847, + "FN": 3736, + "FP": 10202, + "IoU": 0.8590711924045258, + "TN": 37650699, + "TP": 84963, + "n_pred": 95165, + "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": 0.8077570857995284, + "FN": 1656, + "FP": 2339, + "IoU": 0.6775104940264772, + "TN": 37737212, + "TP": 8393, + "n_pred": 10732, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9646875381749852, + "FN": 39695, + "FP": 11759, + "IoU": 0.9317839529087342, + "TN": 36995320, + "TP": 702826, + "n_pred": 714585, + "n_ref": 742521 + }, + "7": { + "Dice": 0.930866394901533, + "FN": 21031, + "FP": 27133, + "IoU": 0.8706735907116121, + "TN": 37377178, + "TP": 324258, + "n_pred": 351391, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9382684589411989, + "FN": 4446, + "FP": 5244, + "IoU": 0.8837153486139445, + "TN": 37666270, + "TP": 73640, + "n_pred": 78884, + "n_ref": 78086 + }, + "9": { + "Dice": 0.893593938651595, + "FN": 3703, + "FP": 8459, + "IoU": 0.8076545943381306, + "TN": 37686370, + "TP": 51068, + "n_pred": 59527, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718653357805547, + "FN": 4755, + "FP": 6435, + "IoU": 0.9452704685513059, + "TN": 75702228, + "TP": 193270, + "n_pred": 199705, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9215554077163154, + "FN": 10912, + "FP": 6657, + "IoU": 0.8545227212506624, + "TN": 75785920, + "TP": 103199, + "n_pred": 109856, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7563982426890266, + "FN": 10424, + "FP": 9593, + "IoU": 0.6082318863271617, + "TN": 75855594, + "TP": 31077, + "n_pred": 40670, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9173730087165615, + "FN": 1596, + "FP": 20396, + "IoU": 0.847358338654599, + "TN": 75762612, + "TP": 122084, + "n_pred": 142480, + "n_ref": 123680 + }, + "15": { + "Dice": 0.859884666568091, + "FN": 41884, + "FP": 5496, + "IoU": 0.7542084922055352, + "TN": 75713923, + "TP": 145385, + "n_pred": 150881, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9634249558746116, + "FN": 6034, + "FP": 8140, + "IoU": 0.9294309768835914, + "TN": 75705835, + "TP": 186679, + "n_pred": 194819, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9658565965007377, + "FN": 10687, + "FP": 6320, + "IoU": 0.9339677584680613, + "TN": 75649132, + "TP": 240549, + "n_pred": 246869, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8967521799570327, + "FN": 1793, + "FP": 4743, + "IoU": 0.8128293241695304, + "TN": 75871768, + "TP": 28384, + "n_pred": 33127, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8406659939455096, + "FN": 1298, + "FP": 1860, + "IoU": 0.7251283836713378, + "TN": 75895199, + "TP": 8331, + "n_pred": 10191, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9772025817434533, + "FN": 58332, + "FP": 18590, + "IoU": 0.9554214395742081, + "TN": 74181150, + "TP": 1648616, + "n_pred": 1667206, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8814301668178963, + "FN": 21169, + "FP": 46781, + "IoU": 0.787997441617397, + "TN": 75586173, + "TP": 252565, + "n_pred": 299346, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9404471162878076, + "FN": 6645, + "FP": 4133, + "IoU": 0.8875886524822695, + "TN": 75810808, + "TP": 85102, + "n_pred": 89235, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8358623982697966, + "FN": 18228, + "FP": 5147, + "IoU": 0.7180099646532276, + "TN": 75823795, + "TP": 59518, + "n_pred": 64665, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623169427976613, + "FN": 982, + "FP": 6385, + "IoU": 0.9273707767689017, + "TN": 61286317, + "TP": 94066, + "n_pred": 100451, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9022427580859964, + "FN": 5902, + "FP": 9733, + "IoU": 0.8218964299546625, + "TN": 61299964, + "TP": 72151, + "n_pred": 81884, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7278538481095412, + "FN": 9395, + "FP": 13084, + "IoU": 0.5721464055273225, + "TN": 61335211, + "TP": 30060, + "n_pred": 43144, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8958151181741241, + "FN": 2424, + "FP": 12471, + "IoU": 0.8112908743079399, + "TN": 61308819, + "TP": 64036, + "n_pred": 76507, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9137417938229361, + "FN": 1741, + "FP": 5998, + "IoU": 0.8411828685177205, + "TN": 61339021, + "TP": 40990, + "n_pred": 46988, + "n_ref": 42731 + }, + "2": { + "Dice": 0.966622092475751, + "FN": 4857, + "FP": 4004, + "IoU": 0.9354003849294296, + "TN": 61250582, + "TP": 128307, + "n_pred": 132311, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9740294290671053, + "FN": 3646, + "FP": 3285, + "IoU": 0.9493736532632118, + "TN": 61250845, + "TP": 129974, + "n_pred": 133259, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7341597002017872, + "FN": 6242, + "FP": 2980, + "IoU": 0.5799781380943706, + "TN": 61365794, + "TP": 12734, + "n_pred": 15714, + "n_ref": 18976 + }, + "5": { + "Dice": 0.4674263599225973, + "FN": 18999, + "FP": 817, + "IoU": 0.3049943883277217, + "TN": 61359238, + "TP": 8696, + "n_pred": 9513, + "n_ref": 27695 + }, + "6": { + "Dice": 0.969945527434736, + "FN": 33068, + "FP": 26525, + "IoU": 0.9416448870118183, + "TN": 60366537, + "TP": 961620, + "n_pred": 988145, + "n_ref": 994688 + }, + "7": { + "Dice": 0.90494644984288, + "FN": 12243, + "FP": 23027, + "IoU": 0.8263946997962217, + "TN": 61184588, + "TP": 167892, + "n_pred": 190919, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9319643549012011, + "FN": 17800, + "FP": 15564, + "IoU": 0.8725966770659508, + "TN": 61125873, + "TP": 228513, + "n_pred": 244077, + "n_ref": 246313 + }, + "9": { + "Dice": 0.910660580527284, + "FN": 7197, + "FP": 7032, + "IoU": 0.8359750544674867, + "TN": 61301001, + "TP": 72520, + "n_pred": 79552, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727605924432611, + "FN": 1189, + "FP": 9134, + "IoU": 0.9469658049401998, + "TN": 39554152, + "TP": 184325, + "n_pred": 193459, + "n_ref": 185514 + }, + "10": { + "Dice": 0.797776233495483, + "FN": 10504, + "FP": 10448, + "IoU": 0.6635838150289017, + "TN": 39686520, + "TP": 41328, + "n_pred": 51776, + "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": 0.7156310327594148, + "FN": 7297, + "FP": 21722, + "IoU": 0.5571849297300596, + "TN": 39683267, + "TP": 36514, + "n_pred": 58236, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3928941697245035, + "FN": 16469, + "FP": 35648, + "IoU": 0.24447311578550615, + "TN": 39679819, + "TP": 16864, + "n_pred": 52512, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8760232658336924, + "FN": 2918, + "FP": 10894, + "IoU": 0.779396262577863, + "TN": 39686190, + "TP": 48798, + "n_pred": 59692, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9641626202840835, + "FN": 3573, + "FP": 4922, + "IoU": 0.9308050077788367, + "TN": 39626031, + "TP": 114274, + "n_pred": 119196, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9613443906496842, + "FN": 2529, + "FP": 8066, + "IoU": 0.9255660702116748, + "TN": 39606459, + "TP": 131746, + "n_pred": 139812, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9010011610839704, + "FN": 3209, + "FP": 1310, + "IoU": 0.8198381373838854, + "TN": 39723717, + "TP": 20564, + "n_pred": 21874, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7900874635568513, + "FN": 833, + "FP": 2191, + "IoU": 0.653012048192771, + "TN": 39740085, + "TP": 5691, + "n_pred": 7882, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9773893343283021, + "FN": 17675, + "FP": 24442, + "IoU": 0.9557785451868993, + "TN": 38796389, + "TP": 910294, + "n_pred": 934736, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9648844783567806, + "FN": 31584, + "FP": 19403, + "IoU": 0.932151492448931, + "TN": 38997317, + "TP": 700496, + "n_pred": 719899, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9608314152754465, + "FN": 1736, + "FP": 2161, + "IoU": 0.9246155334171583, + "TN": 39697105, + "TP": 47798, + "n_pred": 49959, + "n_ref": 49534 + }, + "9": { + "Dice": 0.898486501978681, + "FN": 875, + "FP": 8334, + "IoU": 0.8156836058683425, + "TN": 39698837, + "TP": 40754, + "n_pred": 49088, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9330813839838404, + "FN": 3876, + "FP": 9475, + "IoU": 0.8745572248686942, + "TN": 101290177, + "TP": 93080, + "n_pred": 102555, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8829663521113336, + "FN": 12917, + "FP": 5500, + "IoU": 0.7904563607195276, + "TN": 101308717, + "TP": 69474, + "n_pred": 74974, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8921681763870876, + "FN": 6264, + "FP": 4295, + "IoU": 0.8053281710914454, + "TN": 101342368, + "TP": 43681, + "n_pred": 47976, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9730637918089221, + "FN": 3842, + "FP": 5665, + "IoU": 0.9475406398640371, + "TN": 101215382, + "TP": 171719, + "n_pred": 177384, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8983373016667, + "FN": 4425, + "FP": 656, + "IoU": 0.8154377043225572, + "TN": 101369078, + "TP": 22449, + "n_pred": 23105, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9752631535106109, + "FN": 6118, + "FP": 2791, + "IoU": 0.9517205874383569, + "TN": 101212078, + "TP": 175621, + "n_pred": 178412, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9813940472859125, + "FN": 2344, + "FP": 3906, + "IoU": 0.9634678107574146, + "TN": 101225526, + "TP": 164832, + "n_pred": 168738, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8550294418219865, + "FN": 1361, + "FP": 1618, + "IoU": 0.7467698061883713, + "TN": 101384844, + "TP": 8785, + "n_pred": 10403, + "n_ref": 10146 + }, + "5": { + "Dice": 0.731927845664921, + "FN": 13988, + "FP": 3979, + "IoU": 0.5771973173314507, + "TN": 101354113, + "TP": 24528, + "n_pred": 28507, + "n_ref": 38516 + }, + "6": { + "Dice": 0.979056309845709, + "FN": 40933, + "FP": 35632, + "IoU": 0.9589718995155828, + "TN": 99530448, + "TP": 1789595, + "n_pred": 1825227, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9397848257070982, + "FN": 25050, + "FP": 30818, + "IoU": 0.8864095218537849, + "TN": 100904771, + "TP": 435969, + "n_pred": 466787, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9541030784329826, + "FN": 11710, + "FP": 11766, + "IoU": 0.9122343308970596, + "TN": 101129123, + "TP": 244009, + "n_pred": 255775, + "n_ref": 255719 + }, + "9": { + "Dice": 0.923072692978163, + "FN": 2690, + "FP": 11299, + "IoU": 0.857135562409363, + "TN": 101298690, + "TP": 83929, + "n_pred": 95228, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9145863391958283, + "FN": 19855, + "FP": 16967, + "IoU": 0.8426154674690762, + "TN": 73649542, + "TP": 197140, + "n_pred": 214107, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3638495628632029, + "FN": 54741, + "FP": 19041, + "IoU": 0.22238148437005964, + "TN": 73788622, + "TP": 21100, + "n_pred": 40141, + "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": 0.018811700182815357, + "FN": 60210, + "FP": 47132, + "IoU": 0.009495160144319052, + "TN": 73775133, + "TP": 1029, + "n_pred": 48161, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7951951270594806, + "FN": 10019, + "FP": 36919, + "IoU": 0.660019846299824, + "TN": 73745443, + "TP": 91123, + "n_pred": 128042, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8880922776376032, + "FN": 38970, + "FP": 7201, + "IoU": 0.7987104143415179, + "TN": 73654128, + "TP": 183205, + "n_pred": 190406, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6688466530501364, + "FN": 91336, + "FP": 7403, + "IoU": 0.5024565010355097, + "TN": 73685051, + "TP": 99714, + "n_pred": 107117, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7459596342587167, + "FN": 25221, + "FP": 85330, + "IoU": 0.5948449943377764, + "TN": 73610643, + "TP": 162310, + "n_pred": 247640, + "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": 0.6283780852817421, + "FN": 7885, + "FP": 682, + "IoU": 0.45812776723592663, + "TN": 73867694, + "TP": 7243, + "n_pred": 7925, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8691099326718721, + "FN": 181732, + "FP": 275978, + "IoU": 0.7685184951047055, + "TN": 71906197, + "TP": 1519597, + "n_pred": 1795575, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5240002723126149, + "FN": 76386, + "FP": 98413, + "IoU": 0.3550138001269316, + "TN": 73612492, + "TP": 96213, + "n_pred": 194626, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8596478814349764, + "FN": 12627, + "FP": 9192, + "IoU": 0.7538442446327237, + "TN": 73794865, + "TP": 66820, + "n_pred": 76012, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7893811093703443, + "FN": 8053, + "FP": 35773, + "IoU": 0.6520475729234483, + "TN": 73757550, + "TP": 82128, + "n_pred": 117901, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636689411289413, + "FN": 3672, + "FP": 10177, + "IoU": 0.9298852262314006, + "TN": 69298257, + "TP": 183670, + "n_pred": 193847, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8149018616170707, + "FN": 12690, + "FP": 12197, + "IoU": 0.6876239487887537, + "TN": 69416106, + "TP": 54783, + "n_pred": 66980, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7795104938656038, + "FN": 15235, + "FP": 20169, + "IoU": 0.6386867645708104, + "TN": 69397789, + "TP": 62583, + "n_pred": 82752, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9335449532748642, + "FN": 14575, + "FP": 4853, + "IoU": 0.8753720619932259, + "TN": 69339888, + "TP": 136460, + "n_pred": 141313, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9315159717299306, + "FN": 7270, + "FP": 5482, + "IoU": 0.8718108526508374, + "TN": 69396298, + "TP": 86726, + "n_pred": 92208, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9652749484033423, + "FN": 5630, + "FP": 4768, + "IoU": 0.9328806207154753, + "TN": 69340858, + "TP": 144520, + "n_pred": 149288, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9698007900462373, + "FN": 6976, + "FP": 3337, + "IoU": 0.9413720964606096, + "TN": 69319870, + "TP": 165593, + "n_pred": 168930, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6679635338531793, + "FN": 16860, + "FP": 3281, + "IoU": 0.5014603960396039, + "TN": 69455376, + "TP": 20259, + "n_pred": 23540, + "n_ref": 37119 + }, + "5": { + "Dice": 0.831996859754388, + "FN": 4256, + "FP": 1736, + "IoU": 0.7123241634259926, + "TN": 69474947, + "TP": 14837, + "n_pred": 16573, + "n_ref": 19093 + }, + "6": { + "Dice": 0.976847921880147, + "FN": 33667, + "FP": 33454, + "IoU": 0.9547436229374673, + "TN": 68012648, + "TP": 1416007, + "n_pred": 1449461, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9516535074447608, + "FN": 7928, + "FP": 23068, + "IoU": 0.907766195816806, + "TN": 69159717, + "TP": 305063, + "n_pred": 328131, + "n_ref": 312991 + }, + "8": { + "Dice": 0.924679974725609, + "FN": 9660, + "FP": 3214, + "IoU": 0.8599114244986343, + "TN": 69403877, + "TP": 79025, + "n_pred": 82239, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9010276164067303, + "FN": 8558, + "FP": 7218, + "IoU": 0.8198819459508832, + "TN": 69408189, + "TP": 71811, + "n_pred": 79029, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9574790226485811, + "FN": 2892, + "FP": 14829, + "IoU": 0.918426624930952, + "TN": 50616312, + "TP": 199519, + "n_pred": 214348, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8774076418055475, + "FN": 7214, + "FP": 11963, + "IoU": 0.7815906062435224, + "TN": 50745749, + "TP": 68626, + "n_pred": 80589, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7462089998958126, + "FN": 8871, + "FP": 17924, + "IoU": 0.595162191971233, + "TN": 50767365, + "TP": 39392, + "n_pred": 57316, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6325018265316773, + "FN": 20437, + "FP": 14773, + "IoU": 0.4625248053732255, + "TN": 50768042, + "TP": 30300, + "n_pred": 45073, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8185088189821096, + "FN": 8815, + "FP": 2689, + "IoU": 0.6927760715716385, + "TN": 50796107, + "TP": 25941, + "n_pred": 28630, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9711211135486799, + "FN": 6674, + "FP": 5542, + "IoU": 0.9438633898865871, + "TN": 50615940, + "TP": 205396, + "n_pred": 210938, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9713836555230773, + "FN": 5405, + "FP": 6245, + "IoU": 0.9443595376826822, + "TN": 50624172, + "TP": 197730, + "n_pred": 203975, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8957095877839243, + "FN": 397, + "FP": 3694, + "IoU": 0.8111177801375872, + "TN": 50811893, + "TP": 17568, + "n_pred": 21262, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8659380405724171, + "FN": 1831, + "FP": 1579, + "IoU": 0.7635720723843861, + "TN": 50819129, + "TP": 11013, + "n_pred": 12592, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9851251464033501, + "FN": 33046, + "FP": 32284, + "IoU": 0.9706863293657649, + "TN": 48604899, + "TP": 2163323, + "n_pred": 2195607, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9199901299831039, + "FN": 8386, + "FP": 29876, + "IoU": 0.8518349281092321, + "TN": 50575313, + "TP": 219977, + "n_pred": 249853, + "n_ref": 228363 + }, + "8": { + "Dice": 0.957054547252856, + "FN": 6161, + "FP": 2523, + "IoU": 0.9176458315551889, + "TN": 50728105, + "TP": 96763, + "n_pred": 99286, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9236114420381835, + "FN": 8518, + "FP": 9115, + "IoU": 0.85806508737614, + "TN": 50709319, + "TP": 106600, + "n_pred": 115715, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727138487253707, + "FN": 4781, + "FP": 6842, + "IoU": 0.9468772138302978, + "TN": 76666065, + "TP": 207172, + "n_pred": 214014, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7737259151876821, + "FN": 9985, + "FP": 22169, + "IoU": 0.6309567532825269, + "TN": 76797732, + "TP": 54974, + "n_pred": 77143, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5635335984927778, + "FN": 14517, + "FP": 29268, + "IoU": 0.3923054503060332, + "TN": 76812809, + "TP": 28266, + "n_pred": 57534, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8810894237240932, + "FN": 5582, + "FP": 14912, + "IoU": 0.7874529407494218, + "TN": 76788439, + "TP": 75927, + "n_pred": 90839, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8086705502964735, + "FN": 8920, + "FP": 5794, + "IoU": 0.6787967429981008, + "TN": 76839051, + "TP": 31095, + "n_pred": 36889, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9454073979434909, + "FN": 4001, + "FP": 7536, + "IoU": 0.8964669352884693, + "TN": 76773427, + "TP": 99896, + "n_pred": 107432, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9609965494577719, + "FN": 3832, + "FP": 3764, + "IoU": 0.9249214224998518, + "TN": 76783686, + "TP": 93578, + "n_pred": 97342, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9297879665444825, + "FN": 1926, + "FP": 1541, + "IoU": 0.8687885554251977, + "TN": 76858437, + "TP": 22956, + "n_pred": 24497, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8753074610549331, + "FN": 2944, + "FP": 706, + "IoU": 0.7782637749832938, + "TN": 76868399, + "TP": 12811, + "n_pred": 13517, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9713782714515816, + "FN": 25311, + "FP": 39850, + "IoU": 0.9443493604032475, + "TN": 75713966, + "TP": 1105733, + "n_pred": 1145583, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9040647933381497, + "FN": 6612, + "FP": 26187, + "IoU": 0.8249254042051211, + "TN": 76697517, + "TP": 154544, + "n_pred": 180731, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9503815792924393, + "FN": 4828, + "FP": 2740, + "IoU": 0.905454363740849, + "TN": 76804814, + "TP": 72478, + "n_pred": 75218, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9127063216613404, + "FN": 12085, + "FP": 3157, + "IoU": 0.8394294382874721, + "TN": 76789936, + "TP": 79682, + "n_pred": 82839, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9397167791865635, + "FN": 10435, + "FP": 4209, + "IoU": 0.8862884564613067, + "TN": 130871150, + "TP": 114138, + "n_pred": 118347, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7788285985540057, + "FN": 14905, + "FP": 9323, + "IoU": 0.6377717310049936, + "TN": 130933046, + "TP": 42658, + "n_pred": 51981, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.666714372607249, + "FN": 31832, + "FP": 14743, + "IoU": 0.5000536711034779, + "TN": 130906772, + "TP": 46585, + "n_pred": 61328, + "n_ref": 78417 + }, + "14": { + "Dice": 0.47048960537580564, + "FN": 654859, + "FP": 749, + "IoU": 0.30760798163219183, + "TN": 130053058, + "TP": 291266, + "n_pred": 292015, + "n_ref": 946125 + }, + "15": { + "Dice": 0.07079767673643331, + "FN": 24280, + "FP": 2757, + "IoU": 0.036697901450101544, + "TN": 130971865, + "TP": 1030, + "n_pred": 3787, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9150199192676042, + "FN": 28104, + "FP": 7327, + "IoU": 0.843351814025873, + "TN": 130773750, + "TP": 190751, + "n_pred": 198078, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9356572880332943, + "FN": 16403, + "FP": 20269, + "IoU": 0.8790939962414691, + "TN": 130696622, + "TP": 266638, + "n_pred": 286907, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 14, + "IoU": 0.0, + "TN": 130997638, + "TP": 0, + "n_pred": 14, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7199898205878611, + "FN": 9573, + "FP": 1430, + "IoU": 0.5624875740586107, + "TN": 130974783, + "TP": 14146, + "n_pred": 15576, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9676724907537304, + "FN": 50348, + "FP": 44707, + "IoU": 0.93736966426503, + "TN": 129482217, + "TP": 1422660, + "n_pred": 1467367, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8428374669295786, + "FN": 33947, + "FP": 29497, + "IoU": 0.7283656727920399, + "TN": 130766368, + "TP": 170120, + "n_pred": 199617, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9383062457539566, + "FN": 9316, + "FP": 6031, + "IoU": 0.8837823920517364, + "TN": 130867878, + "TP": 116707, + "n_pred": 122738, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7809361839974085, + "FN": 9004, + "FP": 18046, + "IoU": 0.640603202019531, + "TN": 130924667, + "TP": 48215, + "n_pred": 66261, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488138545883076, + "FN": 1863, + "FP": 4131, + "IoU": 0.9026125950477676, + "TN": 74365150, + "TP": 55554, + "n_pred": 59685, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8320597003034146, + "FN": 16113, + "FP": 9182, + "IoU": 0.7124162943256364, + "TN": 74338741, + "TP": 62662, + "n_pred": 71844, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5833807382940331, + "FN": 55640, + "FP": 12471, + "IoU": 0.4118119483928911, + "TN": 74310900, + "TP": 47687, + "n_pred": 60158, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9294951552603212, + "FN": 14388, + "FP": 9355, + "IoU": 0.8682773925104023, + "TN": 74246448, + "TP": 156507, + "n_pred": 165862, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6695314436823403, + "FN": 10065, + "FP": 1932, + "IoU": 0.5032298136645963, + "TN": 74402548, + "TP": 12153, + "n_pred": 14085, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9403490492315707, + "FN": 6843, + "FP": 7355, + "IoU": 0.8874139626352016, + "TN": 74300590, + "TP": 111910, + "n_pred": 119265, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9526923898775909, + "FN": 6356, + "FP": 6042, + "IoU": 0.9096586147848581, + "TN": 74289463, + "TP": 124837, + "n_pred": 130879, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6415319902590215, + "FN": 15971, + "FP": 221, + "IoU": 0.47224666731853593, + "TN": 74396017, + "TP": 14489, + "n_pred": 14710, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670371617704092, + "FN": 16099, + "FP": 43312, + "IoU": 0.9361780753195608, + "TN": 73495811, + "TP": 871476, + "n_pred": 914788, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8615082104914841, + "FN": 15130, + "FP": 28397, + "IoU": 0.7567100776926946, + "TN": 74247788, + "TP": 135383, + "n_pred": 163780, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7913636059525744, + "FN": 1833, + "FP": 19996, + "IoU": 0.654757385968242, + "TN": 74363470, + "TP": 41399, + "n_pred": 61395, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8615996464869642, + "FN": 4525, + "FP": 4871, + "IoU": 0.75685117615092, + "TN": 74388055, + "TP": 29247, + "n_pred": 34118, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734504547023478, + "FN": 2209, + "FP": 5329, + "IoU": 0.9482742057229122, + "TN": 106500958, + "TP": 138192, + "n_pred": 143521, + "n_ref": 140401 + }, + "10": { + "Dice": 0.875075234374203, + "FN": 13562, + "FP": 10930, + "IoU": 0.7778966746166333, + "TN": 106536415, + "TP": 85781, + "n_pred": 96711, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7922885904248218, + "FN": 11271, + "FP": 4287, + "IoU": 0.6560247623258899, + "TN": 106601458, + "TP": 29672, + "n_pred": 33959, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9284888410863136, + "FN": 1194, + "FP": 9444, + "IoU": 0.8665227920049186, + "TN": 106566989, + "TP": 69061, + "n_pred": 78505, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7126939823601652, + "FN": 10602, + "FP": 2265, + "IoU": 0.5536321376535073, + "TN": 106617862, + "TP": 15959, + "n_pred": 18224, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9507684278623734, + "FN": 11782, + "FP": 6330, + "IoU": 0.9061568991155577, + "TN": 106453685, + "TP": 174891, + "n_pred": 181221, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9479658443779667, + "FN": 2506, + "FP": 13740, + "IoU": 0.9010789614691412, + "TN": 106482456, + "TP": 147986, + "n_pred": 161726, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7902161359511631, + "FN": 504, + "FP": 4582, + "IoU": 0.6531878622570747, + "TN": 106632023, + "TP": 9579, + "n_pred": 14161, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7415266725611553, + "FN": 668, + "FP": 1963, + "IoU": 0.5892271662763466, + "TN": 106640283, + "TP": 3774, + "n_pred": 5737, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9764814068326111, + "FN": 32327, + "FP": 27417, + "IoU": 0.9540436425397841, + "TN": 105346672, + "TP": 1240272, + "n_pred": 1267689, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9602153295538634, + "FN": 11135, + "FP": 15855, + "IoU": 0.9234751740875995, + "TN": 106293992, + "TP": 325706, + "n_pred": 341561, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9337128914192762, + "FN": 5595, + "FP": 3696, + "IoU": 0.8756674294431731, + "TN": 106571961, + "TP": 65436, + "n_pred": 69132, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8810085002883579, + "FN": 14813, + "FP": 4169, + "IoU": 0.7873236753946646, + "TN": 106557435, + "TP": 70271, + "n_pred": 74440, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608472732922472, + "FN": 6320, + "FP": 5776, + "IoU": 0.9246449040617991, + "TN": 107966408, + "TP": 148424, + "n_pred": 154200, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8688067433690396, + "FN": 5590, + "FP": 17227, + "IoU": 0.7680444860117112, + "TN": 108028560, + "TP": 75551, + "n_pred": 92778, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7988872434362587, + "FN": 19700, + "FP": 9362, + "IoU": 0.6651226032448377, + "TN": 108040144, + "TP": 57722, + "n_pred": 67084, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7954040614746243, + "FN": 4622, + "FP": 13523, + "IoU": 0.6603077729519246, + "TN": 108073512, + "TP": 35271, + "n_pred": 48794, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7922428330522766, + "FN": 3741, + "FP": 8579, + "IoU": 0.6559620217816252, + "TN": 108091118, + "TP": 23490, + "n_pred": 32069, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9637786443031889, + "FN": 9969, + "FP": 3593, + "IoU": 0.9300895402364027, + "TN": 107932937, + "TP": 180429, + "n_pred": 184022, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9669443262195739, + "FN": 9396, + "FP": 3652, + "IoU": 0.9360040806717413, + "TN": 107923040, + "TP": 190840, + "n_pred": 194492, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9365708335743622, + "FN": 928, + "FP": 3458, + "IoU": 0.8807082438055865, + "TN": 108090161, + "TP": 32381, + "n_pred": 35839, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8643028525726473, + "FN": 635, + "FP": 383, + "IoU": 0.7610328638497652, + "TN": 108122668, + "TP": 3242, + "n_pred": 3625, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9785971747539903, + "FN": 33129, + "FP": 30133, + "IoU": 0.9580913137951137, + "TN": 106617408, + "TP": 1446258, + "n_pred": 1476391, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9585143682177742, + "FN": 6102, + "FP": 15563, + "IoU": 0.9203337415011014, + "TN": 107854981, + "TP": 250282, + "n_pred": 265845, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9400016466907397, + "FN": 3212, + "FP": 1889, + "IoU": 0.8867953839325344, + "TN": 108081868, + "TP": 39959, + "n_pred": 41848, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9021878287247315, + "FN": 6419, + "FP": 5576, + "IoU": 0.8218052708203345, + "TN": 108059614, + "TP": 55319, + "n_pred": 60895, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8523243627320366, + "FN": 4539, + "FP": 37028, + "IoU": 0.7426526581682877, + "TN": 62408639, + "TP": 119954, + "n_pred": 156982, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9034828212196598, + "FN": 5396, + "FP": 6088, + "IoU": 0.8239568323267008, + "TN": 62504926, + "TP": 53750, + "n_pred": 59838, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8157728706624605, + "FN": 5505, + "FP": 10847, + "IoU": 0.688865210442195, + "TN": 62517604, + "TP": 36204, + "n_pred": 47051, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9456023193071452, + "FN": 32509, + "FP": 4530, + "IoU": 0.8968175258938172, + "TN": 62211194, + "TP": 321927, + "n_pred": 326457, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7889498812776061, + "FN": 14087, + "FP": 27244, + "IoU": 0.6514593154162064, + "TN": 62451577, + "TP": 77252, + "n_pred": 104496, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9541465477742924, + "FN": 4580, + "FP": 11032, + "IoU": 0.912313810069421, + "TN": 62392116, + "TP": 162432, + "n_pred": 173464, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9692062169717105, + "FN": 7043, + "FP": 5229, + "IoU": 0.9402522919029976, + "TN": 62364763, + "TP": 193125, + "n_pred": 198354, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8941764538545942, + "FN": 1477, + "FP": 3731, + "IoU": 0.808606813421043, + "TN": 62542949, + "TP": 22003, + "n_pred": 25734, + "n_ref": 23480 + }, + "5": { + "Dice": 0.4750787474522883, + "FN": 5611, + "FP": 55, + "IoU": 0.31154313487241797, + "TN": 62561930, + "TP": 2564, + "n_pred": 2619, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9688861910803434, + "FN": 67283, + "FP": 22008, + "IoU": 0.9396500974955307, + "TN": 61090605, + "TP": 1390264, + "n_pred": 1412272, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8591868649264718, + "FN": 9111, + "FP": 49328, + "IoU": 0.7531354947724153, + "TN": 62333435, + "TP": 178286, + "n_pred": 227614, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9266489594096965, + "FN": 3314, + "FP": 7263, + "IoU": 0.8633232971946192, + "TN": 62492773, + "TP": 66810, + "n_pred": 74073, + "n_ref": 70124 + }, + "9": { + "Dice": 0.82598014955323, + "FN": 3700, + "FP": 15639, + "IoU": 0.7035487085153675, + "TN": 62504925, + "TP": 45896, + "n_pred": 61535, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159831684768723, + "FN": 17203, + "FP": 31136, + "IoU": 0.8449898025936045, + "TN": 55069404, + "TP": 263505, + "n_pred": 294641, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8688796781074268, + "FN": 4876, + "FP": 16762, + "IoU": 0.7681584896765277, + "TN": 55287917, + "TP": 71693, + "n_pred": 88455, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7374998025245264, + "FN": 8188, + "FP": 25044, + "IoU": 0.5841581680535569, + "TN": 55301333, + "TP": 46683, + "n_pred": 71727, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9261903929083614, + "FN": 2510, + "FP": 12261, + "IoU": 0.8625275717330405, + "TN": 55273801, + "TP": 92676, + "n_pred": 104937, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8587383529932873, + "FN": 6433, + "FP": 20356, + "IoU": 0.7524465185048284, + "TN": 55273033, + "TP": 81426, + "n_pred": 101782, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9603301794721648, + "FN": 8409, + "FP": 7037, + "IoU": 0.9236876559373534, + "TN": 55178843, + "TP": 186959, + "n_pred": 193996, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9656227223535129, + "FN": 9007, + "FP": 3445, + "IoU": 0.9335304856566347, + "TN": 55193914, + "TP": 174882, + "n_pred": 178327, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8187018534055374, + "FN": 2042, + "FP": 335, + "IoU": 0.6930526859504132, + "TN": 55373504, + "TP": 5367, + "n_pred": 5702, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7304252998909487, + "FN": 2291, + "FP": 181, + "IoU": 0.5753306991925786, + "TN": 55375427, + "TP": 3349, + "n_pred": 3530, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9659082766275889, + "FN": 69962, + "FP": 30900, + "IoU": 0.9340644111119464, + "TN": 53851543, + "TP": 1428843, + "n_pred": 1459743, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9330648427960706, + "FN": 15161, + "FP": 7808, + "IoU": 0.8745281627435664, + "TN": 55198187, + "TP": 160092, + "n_pred": 167900, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9317684839905771, + "FN": 2950, + "FP": 3509, + "IoU": 0.8722533177745694, + "TN": 55330687, + "TP": 44102, + "n_pred": 47611, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8941473112544247, + "FN": 4816, + "FP": 6099, + "IoU": 0.8085591511005875, + "TN": 55324233, + "TP": 46100, + "n_pred": 52199, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760238443041883, + "FN": 7446, + "FP": 6374, + "IoU": 0.9531704804600272, + "TN": 110851502, + "TP": 281293, + "n_pred": 287667, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8484376710412689, + "FN": 12518, + "FP": 12404, + "IoU": 0.7367709499566953, + "TN": 111051937, + "TP": 69756, + "n_pred": 82160, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8635128731637972, + "FN": 7925, + "FP": 9357, + "IoU": 0.759808758738586, + "TN": 111074664, + "TP": 54669, + "n_pred": 64026, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8820677370265073, + "FN": 3730, + "FP": 6267, + "IoU": 0.7890171580524661, + "TN": 111099232, + "TP": 37386, + "n_pred": 43653, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8445097999717986, + "FN": 4402, + "FP": 3317, + "IoU": 0.7308671245772462, + "TN": 111117934, + "TP": 20962, + "n_pred": 24279, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9653353061999279, + "FN": 7138, + "FP": 3545, + "IoU": 0.9329933764865271, + "TN": 110987183, + "TP": 148749, + "n_pred": 152294, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9704585036908793, + "FN": 9695, + "FP": 4604, + "IoU": 0.9426123251660546, + "TN": 110897450, + "TP": 234866, + "n_pred": 239470, + "n_ref": 244561 + }, + "4": { + "Dice": 0.88480193022626, + "FN": 869, + "FP": 3810, + "IoU": 0.7934033910279054, + "TN": 111123967, + "TP": 17969, + "n_pred": 21779, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7956762457157922, + "FN": 240, + "FP": 2085, + "IoU": 0.6606830122591943, + "TN": 111139763, + "TP": 4527, + "n_pred": 6612, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9803760854734636, + "FN": 24151, + "FP": 39104, + "IoU": 0.9615075436208285, + "TN": 109503306, + "TP": 1580054, + "n_pred": 1619158, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.6754361243177349, + "FN": 176185, + "FP": 18442, + "IoU": 0.509930956685518, + "TN": 110749473, + "TP": 202515, + "n_pred": 220957, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9380377358490566, + "FN": 5975, + "FP": 3877, + "IoU": 0.8833060905408286, + "TN": 111062189, + "TP": 74574, + "n_pred": 78451, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8966169306547325, + "FN": 6068, + "FP": 5413, + "IoU": 0.812607113127785, + "TN": 111085348, + "TP": 49786, + "n_pred": 55199, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968679375061413, + "FN": 5026, + "FP": 7724, + "IoU": 0.9392611295047996, + "TN": 96911110, + "TP": 197165, + "n_pred": 204889, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9025678830323135, + "FN": 8287, + "FP": 5987, + "IoU": 0.82243618450515, + "TN": 97040637, + "TP": 66114, + "n_pred": 72101, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8710664708390581, + "FN": 5407, + "FP": 8200, + "IoU": 0.7715834886102299, + "TN": 97061454, + "TP": 45964, + "n_pred": 54164, + "n_ref": 51371 + }, + "14": { + "Dice": 0.89612876158511, + "FN": 15829, + "FP": 11405, + "IoU": 0.8118055171651279, + "TN": 96976313, + "TP": 117478, + "n_pred": 128883, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9198240143522276, + "FN": 3897, + "FP": 7365, + "IoU": 0.8515501423600127, + "TN": 97045161, + "TP": 64602, + "n_pred": 71967, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9598390024279283, + "FN": 4517, + "FP": 9113, + "IoU": 0.9227792665446696, + "TN": 96944518, + "TP": 162877, + "n_pred": 171990, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9571852403352623, + "FN": 7715, + "FP": 11262, + "IoU": 0.9178861647901828, + "TN": 96889919, + "TP": 212129, + "n_pred": 223391, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8806456872656122, + "FN": 1030, + "FP": 3362, + "IoU": 0.7867443554260742, + "TN": 97100430, + "TP": 16203, + "n_pred": 19565, + "n_ref": 17233 + }, + "5": { + "Dice": 0.632702134054704, + "FN": 6143, + "FP": 1189, + "IoU": 0.46273906353044625, + "TN": 97107378, + "TP": 6315, + "n_pred": 7504, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9809203625099508, + "FN": 36318, + "FP": 24032, + "IoU": 0.9625551590118284, + "TN": 95509321, + "TP": 1551354, + "n_pred": 1575386, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9396929140733165, + "FN": 25413, + "FP": 13267, + "IoU": 0.8862460003764352, + "TN": 96780993, + "TP": 301352, + "n_pred": 314619, + "n_ref": 326765 + }, + "8": { + "Dice": 0.943285351483656, + "FN": 7808, + "FP": 3291, + "IoU": 0.8926585363494811, + "TN": 97017626, + "TP": 92300, + "n_pred": 95591, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9352769863215333, + "FN": 6488, + "FP": 5824, + "IoU": 0.8784228144841956, + "TN": 97019756, + "TP": 88957, + "n_pred": 94781, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699682595440916, + "FN": 3848, + "FP": 8121, + "IoU": 0.9416877378116215, + "TN": 78851148, + "TP": 193288, + "n_pred": 201409, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8560905849625827, + "FN": 5612, + "FP": 23772, + "IoU": 0.7483901904370461, + "TN": 78939621, + "TP": 87400, + "n_pred": 111172, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7849809284023579, + "FN": 13408, + "FP": 15116, + "IoU": 0.6460646970505391, + "TN": 78975814, + "TP": 52067, + "n_pred": 67183, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5654968034096963, + "FN": 20895, + "FP": 5203, + "IoU": 0.3942109050393445, + "TN": 79013324, + "TP": 16983, + "n_pred": 22186, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7360444671317565, + "FN": 6089, + "FP": 17180, + "IoU": 0.5823341470419299, + "TN": 79000693, + "TP": 32443, + "n_pred": 49623, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9382236530549292, + "FN": 4772, + "FP": 9447, + "IoU": 0.8836358577344223, + "TN": 78934211, + "TP": 107975, + "n_pred": 117422, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9447654361748509, + "FN": 9781, + "FP": 3268, + "IoU": 0.8953132019767666, + "TN": 78931757, + "TP": 111599, + "n_pred": 114867, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8228105906313645, + "FN": 1816, + "FP": 1055, + "IoU": 0.698961937716263, + "TN": 79046868, + "TP": 6666, + "n_pred": 7721, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8449860167798642, + "FN": 728, + "FP": 824, + "IoU": 0.7315807679003805, + "TN": 79050623, + "TP": 4230, + "n_pred": 5054, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9759162643895078, + "FN": 27123, + "FP": 36622, + "IoU": 0.9529653000569626, + "TN": 77701129, + "TP": 1291531, + "n_pred": 1328153, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9453446278291057, + "FN": 28461, + "FP": 23053, + "IoU": 0.8963540629231478, + "TN": 78559386, + "TP": 445505, + "n_pred": 468558, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9103617789384746, + "FN": 1897, + "FP": 3938, + "IoU": 0.8354715917101367, + "TN": 79020940, + "TP": 29630, + "n_pred": 33568, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9129079614402765, + "FN": 8173, + "FP": 3870, + "IoU": 0.839770625723447, + "TN": 78981244, + "TP": 63118, + "n_pred": 66988, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667139231050027, + "FN": 5669, + "FP": 10015, + "IoU": 0.9355723886360275, + "TN": 122468504, + "TP": 227752, + "n_pred": 237767, + "n_ref": 233421 + }, + "10": { + "Dice": 0.845156655695525, + "FN": 20394, + "FP": 12585, + "IoU": 0.7318366251697417, + "TN": 122588959, + "TP": 90002, + "n_pred": 102587, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6706342010254043, + "FN": 13120, + "FP": 26838, + "IoU": 0.5044767975396215, + "TN": 122631302, + "TP": 40680, + "n_pred": 67518, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9144551737659918, + "FN": 14416, + "FP": 3036, + "IoU": 0.8423928258572577, + "TN": 122601209, + "TP": 93279, + "n_pred": 96315, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8828936200949853, + "FN": 2197, + "FP": 10773, + "IoU": 0.7903397885616372, + "TN": 122650078, + "TP": 48892, + "n_pred": 59665, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9297680244724703, + "FN": 11870, + "FP": 7025, + "IoU": 0.8687537335204145, + "TN": 122567974, + "TP": 125071, + "n_pred": 132096, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9064067768730981, + "FN": 2607, + "FP": 26981, + "IoU": 0.8288335714822892, + "TN": 122539079, + "TP": 143273, + "n_pred": 170254, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8645400257011112, + "FN": 8290, + "FP": 9630, + "IoU": 0.7614007056787164, + "TN": 122636835, + "TP": 57185, + "n_pred": 66815, + "n_ref": 65475 + }, + "5": { + "Dice": 0.551405193881181, + "FN": 10234, + "FP": 1115, + "IoU": 0.3806483300589391, + "TN": 122693616, + "TP": 6975, + "n_pred": 8090, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9803572131568479, + "FN": 42349, + "FP": 24511, + "IoU": 0.961471238561954, + "TN": 120976613, + "TP": 1668467, + "n_pred": 1692978, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.806725179062235, + "FN": 92494, + "FP": 134498, + "IoU": 0.6760598354268883, + "TN": 122011218, + "TP": 473730, + "n_pred": 608228, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8704425990695551, + "FN": 6788, + "FP": 31810, + "IoU": 0.7706050160465946, + "TN": 122543680, + "TP": 129662, + "n_pred": 161472, + "n_ref": 136450 + }, + "9": { + "Dice": 0.909041895694711, + "FN": 5617, + "FP": 8217, + "IoU": 0.8332509672986753, + "TN": 122628977, + "TP": 69129, + "n_pred": 77346, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e4444bea6b14c089caaf38d72e276aeddaed4f28 --- /dev/null +++ b/nnActive_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5959537243671772, + "FN": 6524.937777777776, + "FP": 7164.251111111112, + "IoU": 0.5214248950951421, + "TN": 2499066.262222222, + "TP": 33949.61555555555, + "n_pred": 41113.866666666676, + "n_ref": 40474.55333333333 + }, + "mean": { + "1": { + "Dice": 0.8791893300757281, + "FN": 3654.8, + "FP": 2013.2, + "IoU": 0.8286958946353021, + "TN": 2488934.1666666665, + "TP": 52102.9, + "n_pred": 54116.1, + "n_ref": 55757.7 + }, + "10": { + "Dice": 0.7273207252606673, + "FN": 5422.8, + "FP": 6151.6, + "IoU": 0.6073285927155502, + "TN": 2517675.8, + "TP": 17454.866666666665, + "n_pred": 23606.466666666667, + "n_ref": 22877.666666666668 + }, + "11": { + "Dice": 0.0, + "FN": 471.8333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 2546233.2333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 471.8333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 648.5666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 2546056.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 648.5666666666667 + }, + "13": { + "Dice": 0.6007843969694678, + "FN": 10033.566666666668, + "FP": 4011.733333333333, + "IoU": 0.47180941604882853, + "TN": 2521508.7333333334, + "TP": 11151.033333333333, + "n_pred": 15162.766666666666, + "n_ref": 21184.6 + }, + "14": { + "Dice": 0.5708292690565441, + "FN": 6047.833333333333, + "FP": 12901.2, + "IoU": 0.49101802960435054, + "TN": 2504522.466666667, + "TP": 23233.566666666666, + "n_pred": 36134.76666666667, + "n_ref": 29281.4 + }, + "15": { + "Dice": 0.565319389916583, + "FN": 2771.4, + "FP": 6672.9, + "IoU": 0.471218902603153, + "TN": 2525097.6666666665, + "TP": 12163.1, + "n_pred": 18836.0, + "n_ref": 14934.5 + }, + "2": { + "Dice": 0.7218591615069582, + "FN": 7835.866666666667, + "FP": 5202.066666666667, + "IoU": 0.6562638158395667, + "TN": 2513926.5, + "TP": 19740.633333333335, + "n_pred": 24942.7, + "n_ref": 27576.5 + }, + "3": { + "Dice": 0.7196634899038403, + "FN": 27344.166666666668, + "FP": 9484.033333333333, + "IoU": 0.6477589889046831, + "TN": 2474071.8666666667, + "TP": 35805.0, + "n_pred": 45289.03333333333, + "n_ref": 63149.166666666664 + }, + "4": { + "Dice": 0.5584756208036638, + "FN": 4497.6, + "FP": 2170.1, + "IoU": 0.4759479664282685, + "TN": 2528242.033333333, + "TP": 11795.333333333334, + "n_pred": 13965.433333333332, + "n_ref": 16292.933333333332 + }, + "5": { + "Dice": 0.3170048403430097, + "FN": 1408.9666666666667, + "FP": 189.16666666666666, + "IoU": 0.23239779824575088, + "TN": 2544121.8666666667, + "TP": 985.0666666666667, + "n_pred": 1174.2333333333333, + "n_ref": 2394.0333333333333 + }, + "6": { + "Dice": 0.919111074469784, + "FN": 10865.433333333332, + "FP": 31081.266666666666, + "IoU": 0.8676981781584873, + "TN": 2293178.3666666667, + "TP": 211580.0, + "n_pred": 242661.26666666666, + "n_ref": 222445.43333333332 + }, + "7": { + "Dice": 0.786825838642395, + "FN": 13819.766666666666, + "FP": 24284.266666666666, + "IoU": 0.6868042828228974, + "TN": 2414442.8, + "TP": 94158.23333333334, + "n_pred": 118442.5, + "n_ref": 107978.0 + }, + "8": { + "Dice": 0.8969459738272235, + "FN": 1187.2666666666667, + "FP": 664.0, + "IoU": 0.8171139789801996, + "TN": 2535963.3, + "TP": 8890.5, + "n_pred": 9554.5, + "n_ref": 10077.766666666666 + }, + "9": { + "Dice": 0.675976754731792, + "FN": 1864.2, + "FP": 2638.233333333333, + "IoU": 0.5673175814400945, + "TN": 2532018.6333333333, + "TP": 10184.0, + "n_pred": 12822.233333333334, + "n_ref": 12048.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.85366478728857, + "FN": 2613, + "FP": 813, + "IoU": 0.7446903644086743, + "TN": 4192149, + "TP": 9993, + "n_pred": 10806, + "n_ref": 12606 + }, + "10": { + "Dice": 0.07916209006747214, + "FN": 15542, + "FP": 7932, + "IoU": 0.04121226973818568, + "TN": 4181085, + "TP": 1009, + "n_pred": 8941, + "n_ref": 16551 + }, + "11": { + "Dice": 0.0, + "FN": 1950, + "FP": 0, + "IoU": 0.0, + "TN": 4203618, + "TP": 0, + "n_pred": 0, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 702, + "FP": 0, + "IoU": 0.0, + "TN": 4204866, + "TP": 0, + "n_pred": 0, + "n_ref": 702 + }, + "13": { + "Dice": 0.37769393471674384, + "FN": 35922, + "FP": 7622, + "IoU": 0.23281299552485993, + "TN": 4148810, + "TP": 13214, + "n_pred": 20836, + "n_ref": 49136 + }, + "14": { + "Dice": 0.4414720773823018, + "FN": 4271, + "FP": 3120, + "IoU": 0.2832622187742436, + "TN": 4195256, + "TP": 2921, + "n_pred": 6041, + "n_ref": 7192 + }, + "15": { + "Dice": 0.7416070318083516, + "FN": 20285, + "FP": 7554, + "IoU": 0.5893286521412029, + "TN": 4137779, + "TP": 39950, + "n_pred": 47504, + "n_ref": 60235 + }, + "2": { + "Dice": 0.8807901769103271, + "FN": 8947, + "FP": 8674, + "IoU": 0.7869750235740709, + "TN": 4122850, + "TP": 65097, + "n_pred": 73771, + "n_ref": 74044 + }, + "3": { + "Dice": 0.09819942223218879, + "FN": 679303, + "FP": 4343, + "IoU": 0.0516349733931871, + "TN": 3484700, + "TP": 37222, + "n_pred": 41565, + "n_ref": 716525 + }, + "4": { + "Dice": 0.6149922823971545, + "FN": 7048, + "FP": 4426, + "IoU": 0.444035274735924, + "TN": 4184930, + "TP": 9164, + "n_pred": 13590, + "n_ref": 16212 + }, + "5": { + "Dice": 0.34644935972060537, + "FN": 4960, + "FP": 654, + "IoU": 0.20951844550830753, + "TN": 4198466, + "TP": 1488, + "n_pred": 2142, + "n_ref": 6448 + }, + "6": { + "Dice": 0.34182426801881327, + "FN": 10858, + "FP": 548336, + "IoU": 0.20614477791832234, + "TN": 3501165, + "TP": 145209, + "n_pred": 693545, + "n_ref": 156067 + }, + "7": { + "Dice": 0.6099721179457624, + "FN": 100744, + "FP": 24453, + "IoU": 0.438820059525944, + "TN": 3982472, + "TP": 97899, + "n_pred": 122352, + "n_ref": 198643 + }, + "8": { + "Dice": 0.8155129496266175, + "FN": 15127, + "FP": 4291, + "IoU": 0.6884946098562629, + "TN": 4143232, + "TP": 42918, + "n_pred": 47209, + "n_ref": 58045 + }, + "9": { + "Dice": 0.6694311977330846, + "FN": 958, + "FP": 3825, + "IoU": 0.5031165593185124, + "TN": 4195942, + "TP": 4843, + "n_pred": 8668, + "n_ref": 5801 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7288845763683677, + "FN": 2459, + "FP": 3688, + "IoU": 0.5734212352532964, + "TN": 1212214, + "TP": 8263, + "n_pred": 11951, + "n_ref": 10722 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7855631319068892, + "FN": 4203, + "FP": 1269, + "IoU": 0.6468538238141336, + "TN": 1211129, + "TP": 10023, + "n_pred": 11292, + "n_ref": 14226 + }, + "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": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.4091608929946112, + "FN": 5233, + "FP": 907, + "IoU": 0.2571981611420276, + "TN": 1218358, + "TP": 2126, + "n_pred": 3033, + "n_ref": 7359 + }, + "6": { + "Dice": 0.9189871334119777, + "FN": 13329, + "FP": 25060, + "IoU": 0.850116739417318, + "TN": 970498, + "TP": 217737, + "n_pred": 242797, + "n_ref": 231066 + }, + "7": { + "Dice": 0.8209080092213876, + "FN": 35420, + "FP": 3112, + "IoU": 0.6962204947887923, + "TN": 1099782, + "TP": 88310, + "n_pred": 91422, + "n_ref": 123730 + }, + "8": { + "Dice": 0.8056493068175917, + "FN": 1491, + "FP": 2252, + "IoU": 0.6745500391270325, + "TN": 1215123, + "TP": 7758, + "n_pred": 10010, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7965429407813867, + "FN": 6030, + "FP": 10025, + "IoU": 0.6618789882694859, + "TN": 1179141, + "TP": 31428, + "n_pred": 41453, + "n_ref": 37458 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2278010, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.7142607845874633, + "FN": 3112, + "FP": 13262, + "IoU": 0.5555253942832324, + "TN": 2241177, + "TP": 20465, + "n_pred": 33727, + "n_ref": 23577 + }, + "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": 0.5487450225940674, + "FN": 12168, + "FP": 8004, + "IoU": 0.3781175817739002, + "TN": 2245579, + "TP": 12265, + "n_pred": 20269, + "n_ref": 24433 + }, + "14": { + "Dice": 0.8764519535374868, + "FN": 2042, + "FP": 6499, + "IoU": 0.7800751879699248, + "TN": 2239180, + "TP": 30295, + "n_pred": 36794, + "n_ref": 32337 + }, + "15": { + "Dice": 0.9113503553920744, + "FN": 11079, + "FP": 2104, + "IoU": 0.8371383391396734, + "TN": 2197070, + "TP": 67763, + "n_pred": 69867, + "n_ref": 78842 + }, + "2": { + "Dice": 0.9502677888293802, + "FN": 179, + "FP": 81, + "IoU": 0.9052478134110787, + "TN": 2275272, + "TP": 2484, + "n_pred": 2565, + "n_ref": 2663 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.881516063979668, + "FN": 2188, + "FP": 2101, + "IoU": 0.7881347559770796, + "TN": 2257772, + "TP": 15955, + "n_pred": 18056, + "n_ref": 18143 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755606885617752, + "FN": 14630, + "FP": 5949, + "IoU": 0.95228743925511, + "TN": 1846704, + "TP": 410733, + "n_pred": 416682, + "n_ref": 425363 + }, + "7": { + "Dice": 0.505464480874317, + "FN": 6639, + "FP": 2773, + "IoU": 0.3382084095063985, + "TN": 2263794, + "TP": 4810, + "n_pred": 7583, + "n_ref": 11449 + }, + "8": { + "Dice": 0.9413464316671483, + "FN": 268, + "FP": 138, + "IoU": 0.8891921397379913, + "TN": 2274352, + "TP": 3258, + "n_pred": 3396, + "n_ref": 3526 + }, + "9": { + "Dice": 0.7997695188706425, + "FN": 352, + "FP": 1038, + "IoU": 0.6663466154584734, + "TN": 2273850, + "TP": 2776, + "n_pred": 3814, + "n_ref": 3128 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0030.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": 0.7867078825347759, + "FN": 95, + "FP": 457, + "IoU": 0.6484076433121019, + "TN": 1750750, + "TP": 1018, + "n_pred": 1475, + "n_ref": 1113 + }, + "14": { + "Dice": 0.869234982654738, + "FN": 22287, + "FP": 2780, + "IoU": 0.7687140734999677, + "TN": 1643939, + "TP": 83314, + "n_pred": 86094, + "n_ref": 105601 + }, + "15": { + "Dice": 0.8064101996546992, + "FN": 4265, + "FP": 108, + "IoU": 0.6756175357911134, + "TN": 1738839, + "TP": 9108, + "n_pred": 9216, + "n_ref": 13373 + }, + "2": { + "Dice": 0.9645859026657813, + "FN": 2642, + "FP": 4824, + "IoU": 0.9315943303739131, + "TN": 1643177, + "TP": 101677, + "n_pred": 106501, + "n_ref": 104319 + }, + "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": 38, + "IoU": 0.0, + "TN": 1752282, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "5": { + "Dice": 0.7230443974630021, + "FN": 128, + "FP": 3, + "IoU": 0.5662251655629139, + "TN": 1752018, + "TP": 171, + "n_pred": 174, + "n_ref": 299 + }, + "6": { + "Dice": 0.9375913044136459, + "FN": 6318, + "FP": 1927, + "IoU": 0.8825147123783468, + "TN": 1682141, + "TP": 61934, + "n_pred": 63861, + "n_ref": 68252 + }, + "7": { + "Dice": 0.7569113441372736, + "FN": 140, + "FP": 115, + "IoU": 0.6088957055214724, + "TN": 1751668, + "TP": 397, + "n_pred": 512, + "n_ref": 537 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7286502144727314, + "FN": 775, + "FP": 4096, + "IoU": 0.5731311892034002, + "TN": 1740909, + "TP": 6540, + "n_pred": 10636, + "n_ref": 7315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375289217954651, + "FN": 127, + "FP": 143, + "IoU": 0.882404181184669, + "TN": 2100488, + "TP": 2026, + "n_pred": 2169, + "n_ref": 2153 + }, + "10": { + "Dice": 0.8117556805728063, + "FN": 4522, + "FP": 5784, + "IoU": 0.6831555323269899, + "TN": 2070257, + "TP": 22221, + "n_pred": 28005, + "n_ref": 26743 + }, + "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": 0.5383963563181866, + "FN": 1716, + "FP": 7000, + "IoU": 0.368360026088847, + "TN": 2088985, + "TP": 5083, + "n_pred": 12083, + "n_ref": 6799 + }, + "14": { + "Dice": 0.6090861979616514, + "FN": 10497, + "FP": 5344, + "IoU": 0.4379036264282166, + "TN": 2074602, + "TP": 12341, + "n_pred": 17685, + "n_ref": 22838 + }, + "15": { + "Dice": 0.6771254012633323, + "FN": 1600, + "FP": 4636, + "IoU": 0.5118590998043053, + "TN": 2090009, + "TP": 6539, + "n_pred": 11175, + "n_ref": 8139 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 2102745, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "3": { + "Dice": 0.9066039644012945, + "FN": 977, + "FP": 17493, + "IoU": 0.8291633908338344, + "TN": 1994669, + "TP": 89645, + "n_pred": 107138, + "n_ref": 90622 + }, + "4": { + "Dice": 0.0, + "FN": 588, + "FP": 1438, + "IoU": 0.0, + "TN": 2100758, + "TP": 0, + "n_pred": 1438, + "n_ref": 588 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9513929573372581, + "FN": 6623, + "FP": 3582, + "IoU": 0.9072921682095261, + "TN": 1992707, + "TP": 99872, + "n_pred": 103454, + "n_ref": 106495 + }, + "7": { + "Dice": 0.9615035254845412, + "FN": 9371, + "FP": 4191, + "IoU": 0.9258611358629398, + "TN": 1919857, + "TP": 169365, + "n_pred": 173556, + "n_ref": 178736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5744253514840437, + "FN": 27, + "FP": 1880, + "IoU": 0.4029430181590482, + "TN": 2099590, + "TP": 1287, + "n_pred": 3167, + "n_ref": 1314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729901746290625, + "FN": 2420, + "FP": 4370, + "IoU": 0.9474010380354791, + "TN": 3901246, + "TP": 122300, + "n_pred": 126670, + "n_ref": 124720 + }, + "10": { + "Dice": 0.5789856181150551, + "FN": 4243, + "FP": 17771, + "IoU": 0.4074452908400851, + "TN": 3993185, + "TP": 15137, + "n_pred": 32908, + "n_ref": 19380 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1027, + "FP": 0, + "IoU": 0.0, + "TN": 4029309, + "TP": 0, + "n_pred": 0, + "n_ref": 1027 + }, + "13": { + "Dice": 0.5658501360884297, + "FN": 27816, + "FP": 3448, + "IoU": 0.3945543979240094, + "TN": 3978698, + "TP": 20374, + "n_pred": 23822, + "n_ref": 48190 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33057, + "IoU": 0.0, + "TN": 3997279, + "TP": 0, + "n_pred": 33057, + "n_ref": 0 + }, + "3": { + "Dice": 0.7687898449680212, + "FN": 37928, + "FP": 7007, + "IoU": 0.6244180506682492, + "TN": 3910695, + "TP": 74706, + "n_pred": 81713, + "n_ref": 112634 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10011, + "IoU": 0.0, + "TN": 4020325, + "TP": 0, + "n_pred": 10011, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593953315433125, + "FN": 9829, + "FP": 17800, + "IoU": 0.9219594728189948, + "TN": 3676302, + "TP": 326405, + "n_pred": 344205, + "n_ref": 336234 + }, + "7": { + "Dice": 0.9527423308666865, + "FN": 4013, + "FP": 12489, + "IoU": 0.9097496814276417, + "TN": 3847489, + "TP": 166345, + "n_pred": 178834, + "n_ref": 170358 + }, + "8": { + "Dice": 0.9401874163319947, + "FN": 648, + "FP": 469, + "IoU": 0.8871261115602264, + "TN": 4020440, + "TP": 8779, + "n_pred": 9248, + "n_ref": 9427 + }, + "9": { + "Dice": 0.850519244875111, + "FN": 4222, + "FP": 3522, + "IoU": 0.7399160369437447, + "TN": 4000561, + "TP": 22031, + "n_pred": 25553, + "n_ref": 26253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786755621447986, + "FN": 2268, + "FP": 1184, + "IoU": 0.9582415987225703, + "TN": 1669654, + "TP": 79214, + "n_pred": 80398, + "n_ref": 81482 + }, + "10": { + "Dice": 0.8761347289052036, + "FN": 755, + "FP": 1742, + "IoU": 0.7795727401129944, + "TN": 1740992, + "TP": 8831, + "n_pred": 10573, + "n_ref": 9586 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 1749850, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8341962368985983, + "FN": 786, + "FP": 4466, + "IoU": 0.7155545927209706, + "TN": 1733856, + "TP": 13212, + "n_pred": 17678, + "n_ref": 13998 + }, + "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": 0.9245465872905995, + "FN": 173, + "FP": 372, + "IoU": 0.8596807415036045, + "TN": 1748436, + "TP": 3339, + "n_pred": 3711, + "n_ref": 3512 + }, + "3": { + "Dice": 0.9611780455153949, + "FN": 133, + "FP": 1172, + "IoU": 0.9252577319587629, + "TN": 1734860, + "TP": 16155, + "n_pred": 17327, + "n_ref": 16288 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 1752239, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "5": { + "Dice": 0.7998644425198629, + "FN": 3625, + "FP": 1690, + "IoU": 0.6664784136546185, + "TN": 1736384, + "TP": 10621, + "n_pred": 12311, + "n_ref": 14246 + }, + "6": { + "Dice": 0.9327516810586788, + "FN": 6123, + "FP": 16399, + "IoU": 0.8739781215902415, + "TN": 1573605, + "TP": 156193, + "n_pred": 172592, + "n_ref": 162316 + }, + "7": { + "Dice": 0.8293660950430851, + "FN": 2664, + "FP": 1336, + "IoU": 0.7084760585963122, + "TN": 1738599, + "TP": 9721, + "n_pred": 11057, + "n_ref": 12385 + }, + "8": { + "Dice": 0.9345456590012772, + "FN": 3864, + "FP": 4285, + "IoU": 0.8771334660153187, + "TN": 1685996, + "TP": 58175, + "n_pred": 62460, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7604695674365191, + "FN": 8476, + "FP": 10296, + "IoU": 0.6135142368903255, + "TN": 1703749, + "TP": 29799, + "n_pred": 40095, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9254871600105175, + "FN": 21364, + "FP": 9242, + "IoU": 0.8613086094155712, + "TN": 2057339, + "TP": 190071, + "n_pred": 199313, + "n_ref": 211435 + }, + "10": { + "Dice": 0.8610478359908884, + "FN": 5196, + "FP": 5845, + "IoU": 0.756, + "TN": 2232766, + "TP": 34209, + "n_pred": 40054, + "n_ref": 39405 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2278008, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8553564288051183, + "FN": 1624, + "FP": 2355, + "IoU": 0.7472688008130082, + "TN": 2262272, + "TP": 11765, + "n_pred": 14120, + "n_ref": 13389 + }, + "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": 0.8192488262910798, + "FN": 42, + "FP": 266, + "IoU": 0.6938369781312127, + "TN": 2277010, + "TP": 698, + "n_pred": 964, + "n_ref": 740 + }, + "4": { + "Dice": 0.8563530093202043, + "FN": 662, + "FP": 4794, + "IoU": 0.748791380818638, + "TN": 2256297, + "TP": 16263, + "n_pred": 21057, + "n_ref": 16925 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.928529953960916, + "FN": 19035, + "FP": 3490, + "IoU": 0.8665944114755457, + "TN": 2109170, + "TP": 146321, + "n_pred": 149811, + "n_ref": 165356 + }, + "7": { + "Dice": 0.9518118716251045, + "FN": 4067, + "FP": 5562, + "IoU": 0.9080544282645022, + "TN": 2173291, + "TP": 95096, + "n_pred": 100658, + "n_ref": 99163 + }, + "8": { + "Dice": 0.8725176169122357, + "FN": 227, + "FP": 171, + "IoU": 0.7738636363636363, + "TN": 2276256, + "TP": 1362, + "n_pred": 1533, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7746419188066785, + "FN": 614, + "FP": 2045, + "IoU": 0.6321759579471573, + "TN": 2270787, + "TP": 4570, + "n_pred": 6615, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9487567916944394, + "FN": 968, + "FP": 1569, + "IoU": 0.9025093186796296, + "TN": 1200601, + "TP": 23486, + "n_pred": 25055, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7917166759221109, + "FN": 5614, + "FP": 6013, + "IoU": 0.655240919199407, + "TN": 1192899, + "TP": 22098, + "n_pred": 28111, + "n_ref": 27712 + }, + "11": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 1226190, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "12": { + "Dice": 0.0, + "FN": 2523, + "FP": 0, + "IoU": 0.0, + "TN": 1224101, + "TP": 0, + "n_pred": 0, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7245310332348152, + "FN": 793, + "FP": 3774, + "IoU": 0.5680506951669346, + "TN": 1216051, + "TP": 6006, + "n_pred": 9780, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9845335817275038, + "FN": 1939, + "FP": 2843, + "IoU": 0.969538296896499, + "TN": 1069640, + "TP": 152202, + "n_pred": 155045, + "n_ref": 154141 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9021799888205702, + "FN": 57, + "FP": 118, + "IoU": 0.8217922606924644, + "TN": 1225642, + "TP": 807, + "n_pred": 925, + "n_ref": 864 + }, + "3": { + "Dice": 0.9235447437011295, + "FN": 76, + "FP": 628, + "IoU": 0.8579499596448749, + "TN": 1221668, + "TP": 4252, + "n_pred": 4880, + "n_ref": 4328 + }, + "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": 0.984023322308819, + "FN": 1753, + "FP": 3952, + "IoU": 0.968549125108879, + "TN": 1045230, + "TP": 175689, + "n_pred": 179641, + "n_ref": 177442 + }, + "7": { + "Dice": 0.9735837119423445, + "FN": 3043, + "FP": 8481, + "IoU": 0.9485271456328026, + "TN": 1002739, + "TP": 212361, + "n_pred": 220842, + "n_ref": 215404 + }, + "8": { + "Dice": 0.9534689732709535, + "FN": 784, + "FP": 499, + "IoU": 0.9110756861657887, + "TN": 1212196, + "TP": 13145, + "n_pred": 13644, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8934401702297436, + "FN": 586, + "FP": 2619, + "IoU": 0.8074034012379063, + "TN": 1209983, + "TP": 13436, + "n_pred": 16055, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9240340030911901, + "FN": 469, + "FP": 3463, + "IoU": 0.8587947999712705, + "TN": 5229114, + "TP": 23914, + "n_pred": 27377, + "n_ref": 24383 + }, + "10": { + "Dice": 0.6460745440126884, + "FN": 2156, + "FP": 15696, + "IoU": 0.4771862004334329, + "TN": 5222814, + "TP": 16294, + "n_pred": 31990, + "n_ref": 18450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 670, + "FP": 0, + "IoU": 0.0, + "TN": 5256290, + "TP": 0, + "n_pred": 0, + "n_ref": 670 + }, + "13": { + "Dice": 0.6767829061491821, + "FN": 15247, + "FP": 4690, + "IoU": 0.5114677775055133, + "TN": 5216150, + "TP": 20873, + "n_pred": 25563, + "n_ref": 36120 + }, + "14": { + "Dice": 0.020700145878162282, + "FN": 4188, + "FP": 278435, + "IoU": 0.01045831728580932, + "TN": 4971350, + "TP": 2987, + "n_pred": 281422, + "n_ref": 7175 + }, + "15": { + "Dice": 0.9005174719460434, + "FN": 796, + "FP": 9470, + "IoU": 0.8190375462718139, + "TN": 5200230, + "TP": 46464, + "n_pred": 55934, + "n_ref": 47260 + }, + "2": { + "Dice": 0.8997078870496592, + "FN": 102, + "FP": 1, + "IoU": 0.8176991150442477, + "TN": 5256395, + "TP": 462, + "n_pred": 463, + "n_ref": 564 + }, + "3": { + "Dice": 0.9818515588854231, + "FN": 1174, + "FP": 1258, + "IoU": 0.9643501077412451, + "TN": 5188741, + "TP": 65787, + "n_pred": 67045, + "n_ref": 66961 + }, + "4": { + "Dice": 0.8092918696140877, + "FN": 641, + "FP": 1395, + "IoU": 0.6796727501573316, + "TN": 5250604, + "TP": 4320, + "n_pred": 5715, + "n_ref": 4961 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6321764213268819, + "FN": 2770, + "FP": 123726, + "IoU": 0.46217687074829933, + "TN": 5021760, + "TP": 108704, + "n_pred": 232430, + "n_ref": 111474 + }, + "7": { + "Dice": 0.8714630007099134, + "FN": 21487, + "FP": 62887, + "IoU": 0.7722059633473364, + "TN": 4886564, + "TP": 286022, + "n_pred": 348909, + "n_ref": 307509 + }, + "8": { + "Dice": 0.9041984732824427, + "FN": 157, + "FP": 2353, + "IoU": 0.8251480320445838, + "TN": 5242605, + "TP": 11845, + "n_pred": 14198, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7929459774582199, + "FN": 77, + "FP": 8447, + "IoU": 0.6569266682765837, + "TN": 5232114, + "TP": 16322, + "n_pred": 24769, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.694831013916501, + "FN": 439, + "FP": 175, + "IoU": 0.5323686214775324, + "TN": 1575775, + "TP": 699, + "n_pred": 874, + "n_ref": 1138 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 1577046, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.904630722812541, + "FN": 112, + "FP": 2796, + "IoU": 0.8258682634730539, + "TN": 1560388, + "TP": 13792, + "n_pred": 16588, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7957283680175247, + "FN": 67, + "FP": 3663, + "IoU": 0.6607548885857207, + "TN": 1566093, + "TP": 7265, + "n_pred": 10928, + "n_ref": 7332 + }, + "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": 781, + "FP": 0, + "IoU": 0.0, + "TN": 1576307, + "TP": 0, + "n_pred": 0, + "n_ref": 781 + }, + "6": { + "Dice": 0.9589693623470824, + "FN": 697, + "FP": 61, + "IoU": 0.9211730449251248, + "TN": 1567472, + "TP": 8858, + "n_pred": 8919, + "n_ref": 9555 + }, + "7": { + "Dice": 0.9781641331673049, + "FN": 1424, + "FP": 3223, + "IoU": 0.9572614985606681, + "TN": 1468357, + "TP": 104084, + "n_pred": 107307, + "n_ref": 105508 + }, + "8": { + "Dice": 0.7726843100189036, + "FN": 960, + "FP": 2, + "IoU": 0.6295725837504813, + "TN": 1574491, + "TP": 1635, + "n_pred": 1637, + "n_ref": 2595 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820249795849315, + "FN": 5450, + "FP": 75, + "IoU": 0.9646847514829209, + "TN": 2647264, + "TP": 150923, + "n_pred": 150998, + "n_ref": 156373 + }, + "10": { + "Dice": 0.8702520197757144, + "FN": 4946, + "FP": 3662, + "IoU": 0.7703063293841392, + "TN": 2766236, + "TP": 28868, + "n_pred": 32530, + "n_ref": 33814 + }, + "11": { + "Dice": 0.0, + "FN": 2780, + "FP": 0, + "IoU": 0.0, + "TN": 2800932, + "TP": 0, + "n_pred": 0, + "n_ref": 2780 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7795640641217852, + "FN": 7644, + "FP": 1913, + "IoU": 0.6387586936800725, + "TN": 2777256, + "TP": 16899, + "n_pred": 18812, + "n_ref": 24543 + }, + "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": 0.9267545203800184, + "FN": 419, + "FP": 59, + "IoU": 0.863506567675614, + "TN": 2800210, + "TP": 3024, + "n_pred": 3083, + "n_ref": 3443 + }, + "3": { + "Dice": 0.7762376237623763, + "FN": 5, + "FP": 108, + "IoU": 0.6343042071197411, + "TN": 2803403, + "TP": 196, + "n_pred": 304, + "n_ref": 201 + }, + "4": { + "Dice": 0.8621545855026032, + "FN": 906, + "FP": 4257, + "IoU": 0.7577080106997044, + "TN": 2782403, + "TP": 16146, + "n_pred": 20403, + "n_ref": 17052 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2803705, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9554221656461165, + "FN": 35366, + "FP": 8933, + "IoU": 0.9146490900193055, + "TN": 2284690, + "TP": 474723, + "n_pred": 483656, + "n_ref": 510089 + }, + "7": { + "Dice": 0.941978714084457, + "FN": 2902, + "FP": 1999, + "IoU": 0.8903211368468166, + "TN": 2759027, + "TP": 39784, + "n_pred": 41783, + "n_ref": 42686 + }, + "8": { + "Dice": 0.9439088518843121, + "FN": 124, + "FP": 132, + "IoU": 0.8937759336099586, + "TN": 2801302, + "TP": 2154, + "n_pred": 2286, + "n_ref": 2278 + }, + "9": { + "Dice": 0.8847281385141155, + "FN": 5830, + "FP": 1287, + "IoU": 0.793284730895466, + "TN": 2769283, + "TP": 27312, + "n_pred": 28599, + "n_ref": 33142 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9281010942190375, + "FN": 7655, + "FP": 16105, + "IoU": 0.8658475992592258, + "TN": 2276136, + "TP": 153352, + "n_pred": 169457, + "n_ref": 161007 + }, + "10": { + "Dice": 0.48491584630041284, + "FN": 10550, + "FP": 15402, + "IoU": 0.32005868790609937, + "TN": 2415080, + "TP": 12216, + "n_pred": 27618, + "n_ref": 22766 + }, + "11": { + "Dice": 0.0, + "FN": 2601, + "FP": 0, + "IoU": 0.0, + "TN": 2450647, + "TP": 0, + "n_pred": 0, + "n_ref": 2601 + }, + "12": { + "Dice": 0.0, + "FN": 3553, + "FP": 0, + "IoU": 0.0, + "TN": 2449695, + "TP": 0, + "n_pred": 0, + "n_ref": 3553 + }, + "13": { + "Dice": 0.7007960904863246, + "FN": 1459, + "FP": 6133, + "IoU": 0.5394042346660195, + "TN": 2436765, + "TP": 8891, + "n_pred": 15024, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9462694948566761, + "FN": 3694, + "FP": 2621, + "IoU": 0.8980185068552881, + "TN": 2391325, + "TP": 55608, + "n_pred": 58229, + "n_ref": 59302 + }, + "15": { + "Dice": 0.4860080793242747, + "FN": 6344, + "FP": 35644, + "IoU": 0.32101101246786007, + "TN": 2391409, + "TP": 19851, + "n_pred": 55495, + "n_ref": 26195 + }, + "2": { + "Dice": 0.8988598749540272, + "FN": 219, + "FP": 56, + "IoU": 0.8162992651970608, + "TN": 2451751, + "TP": 1222, + "n_pred": 1278, + "n_ref": 1441 + }, + "3": { + "Dice": 0.9307099614749588, + "FN": 677, + "FP": 1841, + "IoU": 0.8703999176488754, + "TN": 2433819, + "TP": 16911, + "n_pred": 18752, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8368387507966858, + "FN": 499, + "FP": 4109, + "IoU": 0.7194520547945206, + "TN": 2436823, + "TP": 11817, + "n_pred": 15926, + "n_ref": 12316 + }, + "5": { + "Dice": 0.0, + "FN": 50, + "FP": 0, + "IoU": 0.0, + "TN": 2453198, + "TP": 0, + "n_pred": 0, + "n_ref": 50 + }, + "6": { + "Dice": 0.9492167751110819, + "FN": 5179, + "FP": 7176, + "IoU": 0.9033421476741094, + "TN": 2325426, + "TP": 115467, + "n_pred": 122643, + "n_ref": 120646 + }, + "7": { + "Dice": 0.7988799436398258, + "FN": 60082, + "FP": 18710, + "IoU": 0.6651124834770634, + "TN": 2217969, + "TP": 156487, + "n_pred": 175197, + "n_ref": 216569 + }, + "8": { + "Dice": 0.9371165644171779, + "FN": 463, + "FP": 1997, + "IoU": 0.8816738816738817, + "TN": 2432458, + "TP": 18330, + "n_pred": 20327, + "n_ref": 18793 + }, + "9": { + "Dice": 0.858766401487757, + "FN": 204, + "FP": 1163, + "IoU": 0.7524895889914901, + "TN": 2447725, + "TP": 4156, + "n_pred": 5319, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730752010868726, + "FN": 2516, + "FP": 972, + "IoU": 0.9475622773125667, + "TN": 2386731, + "TP": 63029, + "n_pred": 64001, + "n_ref": 65545 + }, + "10": { + "Dice": 0.8605054438980015, + "FN": 8429, + "FP": 6292, + "IoU": 0.7551641552739248, + "TN": 2393122, + "TP": 45405, + "n_pred": 51697, + "n_ref": 53834 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 141, + "FP": 0, + "IoU": 0.0, + "TN": 2453107, + "TP": 0, + "n_pred": 0, + "n_ref": 141 + }, + "13": { + "Dice": 0.7518432254437395, + "FN": 7552, + "FP": 7897, + "IoU": 0.6023628127252136, + "TN": 2414396, + "TP": 23403, + "n_pred": 31300, + "n_ref": 30955 + }, + "14": { + "Dice": 0.9560071242692235, + "FN": 2527, + "FP": 6044, + "IoU": 0.9157218851709457, + "TN": 2351549, + "TP": 93128, + "n_pred": 99172, + "n_ref": 95655 + }, + "15": { + "Dice": 0.8793123253053566, + "FN": 3786, + "FP": 2518, + "IoU": 0.7846185383853224, + "TN": 2423979, + "TP": 22965, + "n_pred": 25483, + "n_ref": 26751 + }, + "2": { + "Dice": 0.925542570951586, + "FN": 222, + "FP": 224, + "IoU": 0.8614045991298943, + "TN": 2450030, + "TP": 2772, + "n_pred": 2996, + "n_ref": 2994 + }, + "3": { + "Dice": 0.9646504455106237, + "FN": 613, + "FP": 3513, + "IoU": 0.9317147443854161, + "TN": 2392825, + "TP": 56297, + "n_pred": 59810, + "n_ref": 56910 + }, + "4": { + "Dice": 0.8472371588057561, + "FN": 2084, + "FP": 899, + "IoU": 0.7349622390048867, + "TN": 2441993, + "TP": 8272, + "n_pred": 9171, + "n_ref": 10356 + }, + "5": { + "Dice": 0.0, + "FN": 621, + "FP": 0, + "IoU": 0.0, + "TN": 2452627, + "TP": 0, + "n_pred": 0, + "n_ref": 621 + }, + "6": { + "Dice": 0.9581172677181996, + "FN": 2904, + "FP": 5617, + "IoU": 0.9196018304477048, + "TN": 2347263, + "TP": 97464, + "n_pred": 103081, + "n_ref": 100368 + }, + "7": { + "Dice": 0.9464319278240712, + "FN": 3051, + "FP": 3789, + "IoU": 0.8983111322549953, + "TN": 2385984, + "TP": 60424, + "n_pred": 64213, + "n_ref": 63475 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9037100157315154, + "FN": 495, + "FP": 2443, + "IoU": 0.8243348281016443, + "TN": 2436523, + "TP": 13787, + "n_pred": 16230, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8416886132365087, + "FN": 1983, + "FP": 8176, + "IoU": 0.7266514193461591, + "TN": 2065619, + "TP": 27006, + "n_pred": 35182, + "n_ref": 28989 + }, + "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": 0.6456151375506214, + "FN": 4106, + "FP": 16196, + "IoU": 0.47668513983760796, + "TN": 2063989, + "TP": 18493, + "n_pred": 34689, + "n_ref": 22599 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3505, + "IoU": 0.0, + "TN": 2099279, + "TP": 0, + "n_pred": 3505, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22112, + "IoU": 0.0, + "TN": 2080672, + "TP": 0, + "n_pred": 22112, + "n_ref": 0 + }, + "2": { + "Dice": 0.934201295417095, + "FN": 2093, + "FP": 5973, + "IoU": 0.8765269571074304, + "TN": 2037458, + "TP": 57260, + "n_pred": 63233, + "n_ref": 59353 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 2102086, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "4": { + "Dice": 0.8765897424039217, + "FN": 10304, + "FP": 370, + "IoU": 0.7802935183088735, + "TN": 2054201, + "TP": 37909, + "n_pred": 38279, + "n_ref": 48213 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9352918930753766, + "FN": 5371, + "FP": 7633, + "IoU": 0.8784491138861886, + "TN": 1995800, + "TP": 93980, + "n_pred": 101613, + "n_ref": 99351 + }, + "7": { + "Dice": 0.8579504249028395, + "FN": 2820, + "FP": 4819, + "IoU": 0.7512374625504754, + "TN": 2072076, + "TP": 23069, + "n_pred": 27888, + "n_ref": 25889 + }, + "8": { + "Dice": 0.8945172824791419, + "FN": 90, + "FP": 264, + "IoU": 0.8091644204851752, + "TN": 2100929, + "TP": 1501, + "n_pred": 1765, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 2102582, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7917485265225933, + "FN": 2373, + "FP": 171, + "IoU": 0.6552845528455284, + "TN": 1920172, + "TP": 4836, + "n_pred": 5007, + "n_ref": 7209 + }, + "10": { + "Dice": 0.6874554926726885, + "FN": 4707, + "FP": 11971, + "IoU": 0.5237578526556254, + "TN": 1892532, + "TP": 18342, + "n_pred": 30313, + "n_ref": 23049 + }, + "11": { + "Dice": 0.0, + "FN": 1879, + "FP": 0, + "IoU": 0.0, + "TN": 1925673, + "TP": 0, + "n_pred": 0, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 3235, + "FP": 0, + "IoU": 0.0, + "TN": 1924317, + "TP": 0, + "n_pred": 0, + "n_ref": 3235 + }, + "13": { + "Dice": 0.771717528596034, + "FN": 2016, + "FP": 3153, + "IoU": 0.6282899467855602, + "TN": 1913646, + "TP": 8737, + "n_pred": 11890, + "n_ref": 10753 + }, + "14": { + "Dice": 0.6316827877778489, + "FN": 25437, + "FP": 3312, + "IoU": 0.46164937642784915, + "TN": 1874150, + "TP": 24653, + "n_pred": 27965, + "n_ref": 50090 + }, + "15": { + "Dice": 0.8566007047980483, + "FN": 621, + "FP": 2024, + "IoU": 0.7491702228544334, + "TN": 1917007, + "TP": 7900, + "n_pred": 9924, + "n_ref": 8521 + }, + "2": { + "Dice": 0.9272125723738627, + "FN": 840, + "FP": 392, + "IoU": 0.8643022359290671, + "TN": 1918473, + "TP": 7847, + "n_pred": 8239, + "n_ref": 8687 + }, + "3": { + "Dice": 0.8524450744153083, + "FN": 1711, + "FP": 4535, + "IoU": 0.7428359683794467, + "TN": 1903264, + "TP": 18042, + "n_pred": 22577, + "n_ref": 19753 + }, + "4": { + "Dice": 0.8643034678660196, + "FN": 9369, + "FP": 4389, + "IoU": 0.7610338179354906, + "TN": 1869979, + "TP": 43815, + "n_pred": 48204, + "n_ref": 53184 + }, + "5": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 1927342, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + }, + "6": { + "Dice": 0.9465100759757478, + "FN": 6793, + "FP": 8196, + "IoU": 0.8984519494597066, + "TN": 1779947, + "TP": 132616, + "n_pred": 140812, + "n_ref": 139409 + }, + "7": { + "Dice": 0.6998211344958278, + "FN": 4505, + "FP": 71687, + "IoU": 0.538249892428806, + "TN": 1762545, + "TP": 88815, + "n_pred": 160502, + "n_ref": 93320 + }, + "8": { + "Dice": 0.9071786850763174, + "FN": 731, + "FP": 990, + "IoU": 0.8301253578126542, + "TN": 1917421, + "TP": 8410, + "n_pred": 9400, + "n_ref": 9141 + }, + "9": { + "Dice": 0.6210477190526194, + "FN": 5263, + "FP": 1233, + "IoU": 0.4503765123952957, + "TN": 1915733, + "TP": 5323, + "n_pred": 6556, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9043847015522484, + "FN": 968, + "FP": 1422, + "IoU": 0.8254582633462353, + "TN": 1388163, + "TP": 11303, + "n_pred": 12725, + "n_ref": 12271 + }, + "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": 0.691334543673093, + "FN": 1104, + "FP": 9607, + "IoU": 0.5282744648991456, + "TN": 1379150, + "TP": 11995, + "n_pred": 21602, + "n_ref": 13099 + }, + "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": 0.9640488840256812, + "FN": 236, + "FP": 2491, + "IoU": 0.9305930262153219, + "TN": 1362566, + "TP": 36563, + "n_pred": 39054, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9175371549893843, + "FN": 9814, + "FP": 1838, + "IoU": 0.8476384748156285, + "TN": 1325380, + "TP": 64824, + "n_pred": 66662, + "n_ref": 74638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692692779702019, + "FN": 5468, + "FP": 15391, + "IoU": 0.9403709982190485, + "TN": 1052043, + "TP": 328954, + "n_pred": 344345, + "n_ref": 334422 + }, + "7": { + "Dice": 0.8923056933105226, + "FN": 1300, + "FP": 3673, + "IoU": 0.8055522971652004, + "TN": 1376281, + "TP": 20602, + "n_pred": 24275, + "n_ref": 21902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9131800893004796, + "FN": 233, + "FP": 817, + "IoU": 0.8402312842361533, + "TN": 1395284, + "TP": 5522, + "n_pred": 6339, + "n_ref": 5755 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8092118836393646, + "FN": 5355, + "FP": 9441, + "IoU": 0.6795599254991986, + "TN": 1881378, + "TP": 31378, + "n_pred": 40819, + "n_ref": 36733 + }, + "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": 0.6843007026662816, + "FN": 12083, + "FP": 4316, + "IoU": 0.5201041788598852, + "TN": 1893380, + "TP": 17773, + "n_pred": 22089, + "n_ref": 29856 + }, + "14": { + "Dice": 0.5972163989078303, + "FN": 38756, + "FP": 631, + "IoU": 0.4257366556344497, + "TN": 1858965, + "TP": 29200, + "n_pred": 29831, + "n_ref": 67956 + }, + "15": { + "Dice": 0.4692013136948384, + "FN": 1678, + "FP": 35333, + "IoU": 0.3065075230939309, + "TN": 1874183, + "TP": 16358, + "n_pred": 51691, + "n_ref": 18036 + }, + "2": { + "Dice": 0.8323057953144266, + "FN": 26, + "FP": 246, + "IoU": 0.7127771911298838, + "TN": 1926605, + "TP": 675, + "n_pred": 921, + "n_ref": 701 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.8062816616008105, + "FN": 1716, + "FP": 4020, + "IoU": 0.6754371074520454, + "TN": 1909879, + "TP": 11937, + "n_pred": 15957, + "n_ref": 13653 + }, + "5": { + "Dice": 0.694558645707376, + "FN": 880, + "FP": 383, + "IoU": 0.5320489070025936, + "TN": 1924853, + "TP": 1436, + "n_pred": 1819, + "n_ref": 2316 + }, + "6": { + "Dice": 0.958401647058518, + "FN": 14697, + "FP": 17348, + "IoU": 0.9201259241165122, + "TN": 1526358, + "TP": 369149, + "n_pred": 386497, + "n_ref": 383846 + }, + "7": { + "Dice": 0.8032451299467006, + "FN": 1450, + "FP": 19407, + "IoU": 0.6711860131481452, + "TN": 1864121, + "TP": 42574, + "n_pred": 61981, + "n_ref": 44024 + }, + "8": { + "Dice": 0.8712871287128713, + "FN": 41, + "FP": 24, + "IoU": 0.7719298245614035, + "TN": 1927267, + "TP": 220, + "n_pred": 244, + "n_ref": 261 + }, + "9": { + "Dice": 0.839382965983291, + "FN": 3328, + "FP": 2305, + "IoU": 0.7232213050314465, + "TN": 1907200, + "TP": 14719, + "n_pred": 17024, + "n_ref": 18047 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5041031652989449, + "FN": 6, + "FP": 3378, + "IoU": 0.33699059561128525, + "TN": 1396752, + "TP": 1720, + "n_pred": 5098, + "n_ref": 1726 + }, + "10": { + "Dice": 0.8440786465477823, + "FN": 297, + "FP": 44, + "IoU": 0.7302215189873418, + "TN": 1400592, + "TP": 923, + "n_pred": 967, + "n_ref": 1220 + }, + "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": 0.10909090909090909, + "FN": 98, + "FP": 0, + "IoU": 0.057692307692307696, + "TN": 1401752, + "TP": 6, + "n_pred": 6, + "n_ref": 104 + }, + "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": 0.674803027962305, + "FN": 41, + "FP": 2064, + "IoU": 0.5092096059687573, + "TN": 1397567, + "TP": 2184, + "n_pred": 4248, + "n_ref": 2225 + }, + "3": { + "Dice": 0.9459348527517131, + "FN": 4827, + "FP": 4657, + "IoU": 0.8974159284377671, + "TN": 1309405, + "TP": 82967, + "n_pred": 87624, + "n_ref": 87794 + }, + "4": { + "Dice": 0.7843137254901961, + "FN": 102, + "FP": 30, + "IoU": 0.6451612903225806, + "TN": 1401484, + "TP": 240, + "n_pred": 270, + "n_ref": 342 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 1401757, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "6": { + "Dice": 0.966180291288619, + "FN": 5173, + "FP": 2390, + "IoU": 0.934573294692677, + "TN": 1286261, + "TP": 108032, + "n_pred": 110422, + "n_ref": 113205 + }, + "7": { + "Dice": 0.8374205267938238, + "FN": 20, + "FP": 159, + "IoU": 0.7203125, + "TN": 1401216, + "TP": 461, + "n_pred": 620, + "n_ref": 481 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9897225114365629, + "FN": 2432, + "FP": 401, + "IoU": 0.9796541273466339, + "TN": 1437846, + "TP": 136409, + "n_pred": 136810, + "n_ref": 138841 + }, + "10": { + "Dice": 0.9050086355785838, + "FN": 5, + "FP": 50, + "IoU": 0.8264984227129337, + "TN": 1576771, + "TP": 262, + "n_pred": 312, + "n_ref": 267 + }, + "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": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1577004, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 1576935, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 66624, + "IoU": 0.0, + "TN": 1510464, + "TP": 0, + "n_pred": 66624, + "n_ref": 0 + }, + "3": { + "Dice": 0.37993808263122947, + "FN": 71129, + "FP": 774, + "IoU": 0.23452071711450836, + "TN": 1483156, + "TP": 22029, + "n_pred": 22803, + "n_ref": 93158 + }, + "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": 0.9223652845838244, + "FN": 2030, + "FP": 6731, + "IoU": 0.8559164542389606, + "TN": 1516283, + "TP": 52044, + "n_pred": 58775, + "n_ref": 54074 + }, + "7": { + "Dice": 0.9853915754039354, + "FN": 6335, + "FP": 2813, + "IoU": 0.9712038176661494, + "TN": 1259407, + "TP": 308533, + "n_pred": 311346, + "n_ref": 314868 + }, + "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": 2264, + "IoU": 0.0, + "TN": 1574824, + "TP": 0, + "n_pred": 2264, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.957078856224216, + "FN": 628, + "FP": 3003, + "IoU": 0.9176905290837376, + "TN": 2934830, + "TP": 40483, + "n_pred": 43486, + "n_ref": 41111 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2978936, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "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": 94, + "IoU": 0.0, + "TN": 2978850, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "14": { + "Dice": 0.052904491626375165, + "FN": 328, + "FP": 26704, + "IoU": 0.027170979234894015, + "TN": 2951157, + "TP": 755, + "n_pred": 27459, + "n_ref": 1083 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13228, + "IoU": 0.0, + "TN": 2965716, + "TP": 0, + "n_pred": 13228, + "n_ref": 0 + }, + "2": { + "Dice": 0.9202608878602988, + "FN": 336, + "FP": 43, + "IoU": 0.8522992985190959, + "TN": 2976378, + "TP": 2187, + "n_pred": 2230, + "n_ref": 2523 + }, + "3": { + "Dice": 0.8307142857142857, + "FN": 1369, + "FP": 19013, + "IoU": 0.710445937690898, + "TN": 2908553, + "TP": 50009, + "n_pred": 69022, + "n_ref": 51378 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9323, + "IoU": 0.0, + "TN": 2969621, + "TP": 0, + "n_pred": 9323, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9745382759523346, + "FN": 3350, + "FP": 11921, + "IoU": 0.9503409567601141, + "TN": 2671427, + "TP": 292246, + "n_pred": 304167, + "n_ref": 295596 + }, + "7": { + "Dice": 0.5624248855011423, + "FN": 45657, + "FP": 115999, + "IoU": 0.39123165101338375, + "TN": 2713398, + "TP": 103890, + "n_pred": 219889, + "n_ref": 149547 + }, + "8": { + "Dice": 0.8639157155399473, + "FN": 73, + "FP": 82, + "IoU": 0.7604327666151468, + "TN": 2978297, + "TP": 492, + "n_pred": 574, + "n_ref": 565 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856324194443599, + "FN": 3488, + "FP": 2647, + "IoU": 0.9716718459243936, + "TN": 3988999, + "TP": 210434, + "n_pred": 213081, + "n_ref": 213922 + }, + "10": { + "Dice": 0.8548156687802311, + "FN": 3610, + "FP": 2183, + "IoU": 0.7464437344071432, + "TN": 4182721, + "TP": 17054, + "n_pred": 19237, + "n_ref": 20664 + }, + "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": 0.582575672379041, + "FN": 42630, + "FP": 5623, + "IoU": 0.4110100701861459, + "TN": 4123643, + "TP": 33672, + "n_pred": 39295, + "n_ref": 76302 + }, + "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": 7.494004796163069e-05, + "FN": 90114, + "FP": 16630, + "IoU": 3.747142803612246e-05, + "TN": 4098820, + "TP": 4, + "n_pred": 16634, + "n_ref": 90118 + }, + "3": { + "Dice": 0.5717277097108928, + "FN": 3242, + "FP": 88795, + "IoU": 0.4002932169153581, + "TN": 4052098, + "TP": 61433, + "n_pred": 150228, + "n_ref": 64675 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3102, + "IoU": 0.0, + "TN": 4202466, + "TP": 0, + "n_pred": 3102, + "n_ref": 0 + }, + "5": { + "Dice": 0.5011110875960297, + "FN": 21858, + "FP": 1715, + "IoU": 0.3343216988591438, + "TN": 4170156, + "TP": 11839, + "n_pred": 13554, + "n_ref": 33697 + }, + "6": { + "Dice": 0.9629939583619014, + "FN": 19749, + "FP": 16953, + "IoU": 0.928629072247945, + "TN": 3691325, + "TP": 477541, + "n_pred": 494494, + "n_ref": 497290 + }, + "7": { + "Dice": 0.800152795090087, + "FN": 24923, + "FP": 84421, + "IoU": 0.6668789090942326, + "TN": 3877327, + "TP": 218897, + "n_pred": 303318, + "n_ref": 243820 + }, + "8": { + "Dice": 0.9634943241318644, + "FN": 2336, + "FP": 1150, + "IoU": 0.9295601042655943, + "TN": 4156079, + "TP": 46003, + "n_pred": 47153, + "n_ref": 48339 + }, + "9": { + "Dice": 0.8960891569960636, + "FN": 9322, + "FP": 841, + "IoU": 0.811740515708358, + "TN": 4151584, + "TP": 43821, + "n_pred": 44662, + "n_ref": 53143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715601926839016, + "FN": 229, + "FP": 2475, + "IoU": 0.9446932973348878, + "TN": 2404357, + "TP": 46187, + "n_pred": 48662, + "n_ref": 46416 + }, + "10": { + "Dice": 0.8719346049046321, + "FN": 1296, + "FP": 5989, + "IoU": 0.7729468599033816, + "TN": 2421163, + "TP": 24800, + "n_pred": 30789, + "n_ref": 26096 + }, + "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": 0.902298950290622, + "FN": 3816, + "FP": 1815, + "IoU": 0.8219896943065785, + "TN": 2421615, + "TP": 26002, + "n_pred": 27817, + "n_ref": 29818 + }, + "14": { + "Dice": 0.8851724686782327, + "FN": 8561, + "FP": 1539, + "IoU": 0.7939994697016052, + "TN": 2404219, + "TP": 38929, + "n_pred": 40468, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9261205401712994, + "FN": 2372, + "FP": 3252, + "IoU": 0.8624064197289231, + "TN": 2412374, + "TP": 35250, + "n_pred": 38502, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 2453247, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2453235, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": 0.534181240063593, + "FN": 282, + "FP": 11, + "IoU": 0.3644251626898048, + "TN": 2452787, + "TP": 168, + "n_pred": 179, + "n_ref": 450 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972586484924088, + "FN": 3140, + "FP": 6771, + "IoU": 0.9466358682776593, + "TN": 2267524, + "TP": 175813, + "n_pred": 182584, + "n_ref": 178953 + }, + "7": { + "Dice": 0.7905621491009879, + "FN": 370, + "FP": 2577, + "IoU": 0.6536608297097192, + "TN": 2444739, + "TP": 5562, + "n_pred": 8139, + "n_ref": 5932 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8021718300862344, + "FN": 2075, + "FP": 1022, + "IoU": 0.669688566552901, + "TN": 2443872, + "TP": 6279, + "n_pred": 7301, + "n_ref": 8354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625291639916697, + "FN": 815, + "FP": 1578, + "IoU": 0.9277650326008211, + "TN": 2595352, + "TP": 30735, + "n_pred": 32313, + "n_ref": 31550 + }, + "10": { + "Dice": 0.8284122779682144, + "FN": 17516, + "FP": 8914, + "IoU": 0.7070851481198258, + "TN": 2538249, + "TP": 63801, + "n_pred": 72715, + "n_ref": 81317 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 2628478, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "13": { + "Dice": 0.18983159454534532, + "FN": 79811, + "FP": 1107, + "IoU": 0.1048695767605478, + "TN": 2538082, + "TP": 9480, + "n_pred": 10587, + "n_ref": 89291 + }, + "14": { + "Dice": 0.4270011157485846, + "FN": 17974, + "FP": 9758, + "IoU": 0.27145671877052413, + "TN": 2590415, + "TP": 10333, + "n_pred": 20091, + "n_ref": 28307 + }, + "15": { + "Dice": 0.5995055624227441, + "FN": 10829, + "FP": 8611, + "IoU": 0.42806707855251547, + "TN": 2594490, + "TP": 14550, + "n_pred": 23161, + "n_ref": 25379 + }, + "2": { + "Dice": 0.711386527251165, + "FN": 16335, + "FP": 944, + "IoU": 0.5520557888733344, + "TN": 2589906, + "TP": 21295, + "n_pred": 22239, + "n_ref": 37630 + }, + "3": { + "Dice": 0.8940217799850657, + "FN": 5622, + "FP": 15525, + "IoU": 0.8083538751540637, + "TN": 2518136, + "TP": 89197, + "n_pred": 104722, + "n_ref": 94819 + }, + "4": { + "Dice": 0.8009782940996637, + "FN": 252, + "FP": 1701, + "IoU": 0.6680265170831209, + "TN": 2622597, + "TP": 3930, + "n_pred": 5631, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9477321393809617, + "FN": 1500, + "FP": 6018, + "IoU": 0.9006567385070762, + "TN": 2552803, + "TP": 68159, + "n_pred": 74177, + "n_ref": 69659 + }, + "7": { + "Dice": 0.8686034404916567, + "FN": 6845, + "FP": 64458, + "IoU": 0.7677267826137945, + "TN": 2321501, + "TP": 235676, + "n_pred": 300134, + "n_ref": 242521 + }, + "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": 1385, + "IoU": 0.0, + "TN": 2627095, + "TP": 0, + "n_pred": 1385, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8300953015787174, + "FN": 51652, + "FP": 2385, + "IoU": 0.7095409589335627, + "TN": 3844296, + "TP": 132003, + "n_pred": 134388, + "n_ref": 183655 + }, + "10": { + "Dice": 0.23775043100885798, + "FN": 46965, + "FP": 17144, + "IoU": 0.13491303115765044, + "TN": 3956229, + "TP": 9998, + "n_pred": 27142, + "n_ref": 56963 + }, + "11": { + "Dice": 0.0, + "FN": 111, + "FP": 0, + "IoU": 0.0, + "TN": 4030225, + "TP": 0, + "n_pred": 0, + "n_ref": 111 + }, + "12": { + "Dice": 0.0, + "FN": 1982, + "FP": 0, + "IoU": 0.0, + "TN": 4028354, + "TP": 0, + "n_pred": 0, + "n_ref": 1982 + }, + "13": { + "Dice": 0.2684361216435812, + "FN": 23097, + "FP": 14719, + "IoU": 0.1550252491397417, + "TN": 3985582, + "TP": 6938, + "n_pred": 21657, + "n_ref": 30035 + }, + "14": { + "Dice": 0.0004575524755495396, + "FN": 24647, + "FP": 27782, + "IoU": 0.00022882858831830056, + "TN": 3977895, + "TP": 12, + "n_pred": 27794, + "n_ref": 24659 + }, + "15": { + "Dice": 0.0, + "FN": 8432, + "FP": 23261, + "IoU": 0.0, + "TN": 3998643, + "TP": 0, + "n_pred": 23261, + "n_ref": 8432 + }, + "2": { + "Dice": 0.4905965232862879, + "FN": 103718, + "FP": 2215, + "IoU": 0.32502676113773066, + "TN": 3873392, + "TP": 51011, + "n_pred": 53226, + "n_ref": 154729 + }, + "3": { + "Dice": 0.6046181472159126, + "FN": 4791, + "FP": 98255, + "IoU": 0.43329941980366815, + "TN": 3848501, + "TP": 78789, + "n_pred": 177044, + "n_ref": 83580 + }, + "4": { + "Dice": 0.32846411089032135, + "FN": 69279, + "FP": 0, + "IoU": 0.19650437243394958, + "TN": 3944114, + "TP": 16943, + "n_pred": 16943, + "n_ref": 86222 + }, + "5": { + "Dice": 0.45604703247480405, + "FN": 3806, + "FP": 80, + "IoU": 0.2953762466001813, + "TN": 4024821, + "TP": 1629, + "n_pred": 1709, + "n_ref": 5435 + }, + "6": { + "Dice": 0.9277832333011147, + "FN": 75674, + "FP": 36623, + "IoU": 0.8652944648100878, + "TN": 3196688, + "TP": 721351, + "n_pred": 757974, + "n_ref": 797025 + }, + "7": { + "Dice": 0.46139985160583685, + "FN": 57783, + "FP": 33681, + "IoU": 0.2998828851585643, + "TN": 3899695, + "TP": 39177, + "n_pred": 72858, + "n_ref": 96960 + }, + "8": { + "Dice": 0.8874295904214667, + "FN": 7794, + "FP": 160, + "IoU": 0.7976390372971047, + "TN": 3991030, + "TP": 31352, + "n_pred": 31512, + "n_ref": 39146 + }, + "9": { + "Dice": 0.7126550654720882, + "FN": 2891, + "FP": 10451, + "IoU": 0.5535851708100512, + "TN": 4000449, + "TP": 16545, + "n_pred": 26996, + "n_ref": 19436 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.868531050955414, + "FN": 2501, + "FP": 2783, + "IoU": 0.7676136863400475, + "TN": 1203886, + "TP": 17454, + "n_pred": 20237, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 1222494, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.572139303482587, + "FN": 480, + "FP": 1068, + "IoU": 0.40069686411149824, + "TN": 1224041, + "TP": 1035, + "n_pred": 2103, + "n_ref": 1515 + }, + "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": 0.8557692307692307, + "FN": 37, + "FP": 83, + "IoU": 0.7478991596638656, + "TN": 1226148, + "TP": 356, + "n_pred": 439, + "n_ref": 393 + }, + "3": { + "Dice": 0.922211551653176, + "FN": 470, + "FP": 97, + "IoU": 0.8556517311608961, + "TN": 1222696, + "TP": 3361, + "n_pred": 3458, + "n_ref": 3831 + }, + "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": 0.9794834934806184, + "FN": 3065, + "FP": 6697, + "IoU": 0.9597919163711401, + "TN": 983837, + "TP": 233025, + "n_pred": 239722, + "n_ref": 236090 + }, + "7": { + "Dice": 0.9619788565348535, + "FN": 2142, + "FP": 5648, + "IoU": 0.9267430269517952, + "TN": 1120286, + "TP": 98548, + "n_pred": 104196, + "n_ref": 100690 + }, + "8": { + "Dice": 0.9470918930278989, + "FN": 376, + "FP": 631, + "IoU": 0.899500998003992, + "TN": 1216604, + "TP": 9013, + "n_pred": 9644, + "n_ref": 9389 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662900455566376, + "FN": 1105, + "FP": 5784, + "IoU": 0.934778698224852, + "TN": 5326567, + "TP": 98736, + "n_pred": 104520, + "n_ref": 99841 + }, + "10": { + "Dice": 0.7603077292943864, + "FN": 2876, + "FP": 1112, + "IoU": 0.6133035974013381, + "TN": 5421879, + "TP": 6325, + "n_pred": 7437, + "n_ref": 9201 + }, + "11": { + "Dice": 0.0, + "FN": 245, + "FP": 0, + "IoU": 0.0, + "TN": 5431947, + "TP": 0, + "n_pred": 0, + "n_ref": 245 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8049681847231098, + "FN": 5274, + "FP": 1745, + "IoU": 0.6735956101190477, + "TN": 5410688, + "TP": 14485, + "n_pred": 16230, + "n_ref": 19759 + }, + "14": { + "Dice": 0.659318110070504, + "FN": 11586, + "FP": 1364, + "IoU": 0.49177818766924375, + "TN": 5406711, + "TP": 12531, + "n_pred": 13895, + "n_ref": 24117 + }, + "15": { + "Dice": 0.7913512528842651, + "FN": 10902, + "FP": 30332, + "IoU": 0.6547404734193537, + "TN": 5312763, + "TP": 78195, + "n_pred": 108527, + "n_ref": 89097 + }, + "2": { + "Dice": 0.9343075569988498, + "FN": 519, + "FP": 452, + "IoU": 0.8767140680548502, + "TN": 5424316, + "TP": 6905, + "n_pred": 7357, + "n_ref": 7424 + }, + "3": { + "Dice": 0.9495537006962017, + "FN": 1038, + "FP": 2969, + "IoU": 0.9039526354898247, + "TN": 5390473, + "TP": 37712, + "n_pred": 40681, + "n_ref": 38750 + }, + "4": { + "Dice": 0.9280947221306198, + "FN": 1400, + "FP": 3179, + "IoU": 0.8658365074714327, + "TN": 5398062, + "TP": 29551, + "n_pred": 32730, + "n_ref": 30951 + }, + "5": { + "Dice": 0.774869109947644, + "FN": 110, + "FP": 19, + "IoU": 0.6324786324786325, + "TN": 5431841, + "TP": 222, + "n_pred": 241, + "n_ref": 332 + }, + "6": { + "Dice": 0.9561422229810483, + "FN": 7098, + "FP": 5232, + "IoU": 0.9159698227392611, + "TN": 5285459, + "TP": 134403, + "n_pred": 139635, + "n_ref": 141501 + }, + "7": { + "Dice": 0.4101093455847209, + "FN": 2724, + "FP": 57751, + "IoU": 0.257948145330503, + "TN": 5350695, + "TP": 21022, + "n_pred": 78773, + "n_ref": 23746 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.27419354838709675, + "FN": 269, + "FP": 1, + "IoU": 0.1588785046728972, + "TN": 5431871, + "TP": 51, + "n_pred": 52, + "n_ref": 320 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818808026355196, + "FN": 847, + "FP": 363, + "IoU": 0.9644065303721135, + "TN": 2769717, + "TP": 32785, + "n_pred": 33148, + "n_ref": 33632 + }, + "10": { + "Dice": 0.22900763358778625, + "FN": 101, + "FP": 0, + "IoU": 0.12931034482758622, + "TN": 2803596, + "TP": 15, + "n_pred": 15, + "n_ref": 116 + }, + "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": 0.8620974401321222, + "FN": 1, + "FP": 166, + "IoU": 0.7576197387518142, + "TN": 2803023, + "TP": 522, + "n_pred": 688, + "n_ref": 523 + }, + "14": { + "Dice": 0.9836169057091266, + "FN": 2505, + "FP": 1959, + "IoU": 0.9677619701018271, + "TN": 2665242, + "TP": 134006, + "n_pred": 135965, + "n_ref": 136511 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9686399981684248, + "FN": 2877, + "FP": 2602, + "IoU": 0.9391870893269402, + "TN": 2713616, + "TP": 84617, + "n_pred": 87219, + "n_ref": 87494 + }, + "3": { + "Dice": 0.9736394053232426, + "FN": 3095, + "FP": 2680, + "IoU": 0.9486328785156458, + "TN": 2691286, + "TP": 106651, + "n_pred": 109331, + "n_ref": 109746 + }, + "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": 0.8507586913374736, + "FN": 3587, + "FP": 3406, + "IoU": 0.7402785515320335, + "TN": 2776787, + "TP": 19932, + "n_pred": 23338, + "n_ref": 23519 + }, + "7": { + "Dice": 0.9648130667835351, + "FN": 1020, + "FP": 7330, + "IoU": 0.9320182044664447, + "TN": 2680885, + "TP": 114477, + "n_pred": 121807, + "n_ref": 115497 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771856007480131, + "FN": 213, + "FP": 275, + "IoU": 0.9553889752262547, + "TN": 1741381, + "TP": 10451, + "n_pred": 10726, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8577389582375614, + "FN": 801, + "FP": 3222, + "IoU": 0.7509132561451304, + "TN": 1736169, + "TP": 12128, + "n_pred": 15350, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1450, + "FP": 0, + "IoU": 0.0, + "TN": 1750870, + "TP": 0, + "n_pred": 0, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 792, + "IoU": 0.0, + "TN": 1751528, + "TP": 0, + "n_pred": 792, + "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": 0.9618865519439134, + "FN": 21, + "FP": 577, + "IoU": 0.9265717092337917, + "TN": 1744176, + "TP": 7546, + "n_pred": 8123, + "n_ref": 7567 + }, + "3": { + "Dice": 0.9694187061121037, + "FN": 839, + "FP": 2105, + "IoU": 0.9406523404426884, + "TN": 1702714, + "TP": 46662, + "n_pred": 48767, + "n_ref": 47501 + }, + "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": 56, + "IoU": 0.0, + "TN": 1752264, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "6": { + "Dice": 0.9531129147534243, + "FN": 3092, + "FP": 1697, + "IoU": 0.9104257070178063, + "TN": 1698856, + "TP": 48675, + "n_pred": 50372, + "n_ref": 51767 + }, + "7": { + "Dice": 0.6798870664157032, + "FN": 750, + "FP": 4012, + "IoU": 0.5150218963234545, + "TN": 1742501, + "TP": 5057, + "n_pred": 9069, + "n_ref": 5807 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8661271209017335, + "FN": 5740, + "FP": 8833, + "IoU": 0.7638661589564936, + "TN": 3092461, + "TP": 47142, + "n_pred": 55975, + "n_ref": 52882 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 3152519, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8115305770730911, + "FN": 9466, + "FP": 923, + "IoU": 0.682836732201734, + "TN": 3121420, + "TP": 22367, + "n_pred": 23290, + "n_ref": 31833 + }, + "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": 0.9675990649058551, + "FN": 4855, + "FP": 3558, + "IoU": 0.9372318757320959, + "TN": 3020143, + "TP": 125620, + "n_pred": 129178, + "n_ref": 130475 + }, + "3": { + "Dice": 0.9663495146443865, + "FN": 1264, + "FP": 6775, + "IoU": 0.9348900119869116, + "TN": 3030708, + "TP": 115429, + "n_pred": 122204, + "n_ref": 116693 + }, + "4": { + "Dice": 0.8542870593372405, + "FN": 17794, + "FP": 3563, + "IoU": 0.745637959577433, + "TN": 3070213, + "TP": 62606, + "n_pred": 66169, + "n_ref": 80400 + }, + "5": { + "Dice": 0.3669724770642202, + "FN": 7, + "FP": 62, + "IoU": 0.2247191011235955, + "TN": 3154087, + "TP": 20, + "n_pred": 82, + "n_ref": 27 + }, + "6": { + "Dice": 0.9662237169037096, + "FN": 30762, + "FP": 7423, + "IoU": 0.934654559891573, + "TN": 2569820, + "TP": 546171, + "n_pred": 553594, + "n_ref": 576933 + }, + "7": { + "Dice": 0.1295280107436032, + "FN": 902, + "FP": 96973, + "IoU": 0.06924883745257092, + "TN": 3049019, + "TP": 7282, + "n_pred": 104255, + "n_ref": 8184 + }, + "8": { + "Dice": 0.8859223300970874, + "FN": 64, + "FP": 30, + "IoU": 0.7952069716775599, + "TN": 3153717, + "TP": 365, + "n_pred": 395, + "n_ref": 429 + }, + "9": { + "Dice": 0.8766810804035846, + "FN": 3899, + "FP": 5940, + "IoU": 0.7804382754619298, + "TN": 3109364, + "TP": 34973, + "n_pred": 40913, + "n_ref": 38872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5918305675315373, + "FN": 7311.2266666666665, + "FP": 10160.933333333332, + "IoU": 0.51225567525953, + "TN": 3008627.2733333334, + "TP": 34619.49999999999, + "n_pred": 44780.43333333334, + "n_ref": 41930.72666666667 + }, + "mean": { + "1": { + "Dice": 0.9009608370364504, + "FN": 9757.2, + "FP": 4522.133333333333, + "IoU": 0.8377620449857155, + "TN": 2985760.566666667, + "TP": 60679.03333333333, + "n_pred": 65201.166666666664, + "n_ref": 70436.23333333334 + }, + "10": { + "Dice": 0.6635842774982523, + "FN": 7831.833333333333, + "FP": 4698.366666666667, + "IoU": 0.533967480542796, + "TN": 3029190.1333333333, + "TP": 18998.6, + "n_pred": 23696.966666666667, + "n_ref": 26830.433333333334 + }, + "11": { + "Dice": 0.0, + "FN": 287.3666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 3060431.566666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 287.3666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 1122.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 3059596.933333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1122.0 + }, + "13": { + "Dice": 0.5602111552119202, + "FN": 6296.733333333334, + "FP": 9332.466666666667, + "IoU": 0.4228655702203317, + "TN": 3031317.433333333, + "TP": 13772.3, + "n_pred": 23104.766666666666, + "n_ref": 20069.033333333333 + }, + "14": { + "Dice": 0.6083437369602879, + "FN": 24131.6, + "FP": 17643.6, + "IoU": 0.528217974873345, + "TN": 2983692.966666667, + "TP": 35250.76666666667, + "n_pred": 52894.36666666667, + "n_ref": 59382.36666666667 + }, + "15": { + "Dice": 0.4778634159252906, + "FN": 3833.4, + "FP": 4269.566666666667, + "IoU": 0.390612965420589, + "TN": 3041668.2, + "TP": 10947.766666666666, + "n_pred": 15217.333333333334, + "n_ref": 14781.166666666666 + }, + "2": { + "Dice": 0.7541028281287028, + "FN": 9653.866666666667, + "FP": 6382.1, + "IoU": 0.6894613856923238, + "TN": 3006564.566666667, + "TP": 38118.4, + "n_pred": 44500.5, + "n_ref": 47772.26666666667 + }, + "3": { + "Dice": 0.6388830172089196, + "FN": 5869.633333333333, + "FP": 8389.3, + "IoU": 0.5880315431280617, + "TN": 3006872.8666666667, + "TP": 39587.13333333333, + "n_pred": 47976.433333333334, + "n_ref": 45456.76666666667 + }, + "4": { + "Dice": 0.5752984079623776, + "FN": 1166.4333333333334, + "FP": 3259.5, + "IoU": 0.473005684885352, + "TN": 3047316.6666666665, + "TP": 8976.333333333334, + "n_pred": 12235.833333333334, + "n_ref": 10142.766666666666 + }, + "5": { + "Dice": 0.5256567360497063, + "FN": 1265.7666666666667, + "FP": 684.9666666666667, + "IoU": 0.4096058567110285, + "TN": 3056731.1, + "TP": 2037.1, + "n_pred": 2722.0666666666666, + "n_ref": 3302.866666666667 + }, + "6": { + "Dice": 0.8533932446325796, + "FN": 6774.266666666666, + "FP": 69115.13333333333, + "IoU": 0.7784315305402099, + "TN": 2820093.1333333333, + "TP": 164736.4, + "n_pred": 233851.53333333333, + "n_ref": 171510.66666666666 + }, + "7": { + "Dice": 0.7244438880112326, + "FN": 25376.4, + "FP": 20560.633333333335, + "IoU": 0.6283617229773767, + "TN": 2915937.3333333335, + "TP": 98844.56666666667, + "n_pred": 119405.2, + "n_ref": 124220.96666666666 + }, + "8": { + "Dice": 0.8554101518337979, + "FN": 4456.033333333334, + "FP": 1674.6666666666667, + "IoU": 0.777689429994453, + "TN": 3037681.0, + "TP": 16907.233333333334, + "n_pred": 18581.9, + "n_ref": 21363.266666666666 + }, + "9": { + "Dice": 0.7393068165135409, + "FN": 1845.8666666666666, + "FP": 1881.5666666666666, + "IoU": 0.6258219389213663, + "TN": 3046554.6333333333, + "TP": 10436.866666666667, + "n_pred": 12318.433333333332, + "n_ref": 12282.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9640871130163994, + "FN": 8806, + "FP": 1850, + "IoU": 0.9306642721895801, + "TN": 1598633, + "TP": 143031, + "n_pred": 144881, + "n_ref": 151837 + }, + "10": { + "Dice": 0.839010439010439, + "FN": 8213, + "FP": 3045, + "IoU": 0.7226683746366458, + "TN": 1711726, + "TP": 29336, + "n_pred": 32381, + "n_ref": 37549 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1289, + "FP": 0, + "IoU": 0.0, + "TN": 1751031, + "TP": 0, + "n_pred": 0, + "n_ref": 1289 + }, + "13": { + "Dice": 0.7336944049203653, + "FN": 3448, + "FP": 8156, + "IoU": 0.579397585994418, + "TN": 1724731, + "TP": 15985, + "n_pred": 24141, + "n_ref": 19433 + }, + "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": 0.06837813349441256, + "FN": 20, + "FP": 15403, + "IoU": 0.0353993370442179, + "TN": 1736331, + "TP": 566, + "n_pred": 15969, + "n_ref": 586 + }, + "3": { + "Dice": 0.916957554779854, + "FN": 21201, + "FP": 4278, + "IoU": 0.8466496939494068, + "TN": 1586171, + "TP": 140670, + "n_pred": 144948, + "n_ref": 161871 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 1752114, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "5": { + "Dice": 0.710515995293854, + "FN": 4361, + "FP": 806, + "IoU": 0.5510079944386513, + "TN": 1740812, + "TP": 6341, + "n_pred": 7147, + "n_ref": 10702 + }, + "6": { + "Dice": 0.9700644416476623, + "FN": 3234, + "FP": 9420, + "IoU": 0.941869065283603, + "TN": 1534639, + "TP": 205027, + "n_pred": 214447, + "n_ref": 208261 + }, + "7": { + "Dice": 0.9151164775151464, + "FN": 5461, + "FP": 2497, + "IoU": 0.8435158784780258, + "TN": 1701465, + "TP": 42897, + "n_pred": 45394, + "n_ref": 48358 + }, + "8": { + "Dice": 0.941344870289657, + "FN": 1623, + "FP": 2024, + "IoU": 0.8891893534273213, + "TN": 1719408, + "TP": 29265, + "n_pred": 31289, + "n_ref": 30888 + }, + "9": { + "Dice": 0.8159394285939626, + "FN": 7463, + "FP": 1872, + "IoU": 0.689102777592753, + "TN": 1722294, + "TP": 20691, + "n_pred": 22563, + "n_ref": 28154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637005219340063, + "FN": 691, + "FP": 3002, + "IoU": 0.9299440386986626, + "TN": 1524373, + "TP": 49022, + "n_pred": 52024, + "n_ref": 49713 + }, + "10": { + "Dice": 0.7727872513195291, + "FN": 6443, + "FP": 2511, + "IoU": 0.6297092758777553, + "TN": 1552907, + "TP": 15227, + "n_pred": 17738, + "n_ref": 21670 + }, + "11": { + "Dice": 0.0, + "FN": 1458, + "FP": 0, + "IoU": 0.0, + "TN": 1575630, + "TP": 0, + "n_pred": 0, + "n_ref": 1458 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7062184069631801, + "FN": 13240, + "FP": 6404, + "IoU": 0.5458559704080453, + "TN": 1533833, + "TP": 23611, + "n_pred": 30015, + "n_ref": 36851 + }, + "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": 0.9321893163575976, + "FN": 3636, + "FP": 1264, + "IoU": 0.8729911871435977, + "TN": 1538508, + "TP": 33680, + "n_pred": 34944, + "n_ref": 37316 + }, + "3": { + "Dice": 0.07692307692307693, + "FN": 42, + "FP": 198, + "IoU": 0.04, + "TN": 1576838, + "TP": 10, + "n_pred": 208, + "n_ref": 52 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 316, + "IoU": 0.0, + "TN": 1576757, + "TP": 0, + "n_pred": 316, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9341746828977612, + "FN": 4104, + "FP": 2082, + "IoU": 0.8764801022343803, + "TN": 1527007, + "TP": 43895, + "n_pred": 45977, + "n_ref": 47999 + }, + "7": { + "Dice": 0.9640338817685928, + "FN": 18781, + "FP": 10415, + "IoU": 0.9305650684931507, + "TN": 1156608, + "TP": 391284, + "n_pred": 401699, + "n_ref": 410065 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9482283001518295, + "FN": 940, + "FP": 1481, + "IoU": 0.901553350683149, + "TN": 1552496, + "TP": 22171, + "n_pred": 23652, + "n_ref": 23111 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580794493633906, + "FN": 4431, + "FP": 2098, + "IoU": 0.9195321550937908, + "TN": 2722574, + "TP": 74609, + "n_pred": 76707, + "n_ref": 79040 + }, + "10": { + "Dice": 0.6278021015761821, + "FN": 6164, + "FP": 10838, + "IoU": 0.4575157142401327, + "TN": 2772371, + "TP": 14339, + "n_pred": 25177, + "n_ref": 20503 + }, + "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": 0.683257110680785, + "FN": 19937, + "FP": 3126, + "IoU": 0.5188994117401644, + "TN": 2755774, + "TP": 24875, + "n_pred": 28001, + "n_ref": 44812 + }, + "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": 0.6413022903653227, + "FN": 2147, + "FP": 14908, + "IoU": 0.47199777096684314, + "TN": 2771411, + "TP": 15246, + "n_pred": 30154, + "n_ref": 17393 + }, + "3": { + "Dice": 0.01797997503518976, + "FN": 193, + "FP": 73759, + "IoU": 0.009071540553940157, + "TN": 2729083, + "TP": 677, + "n_pred": 74436, + "n_ref": 870 + }, + "4": { + "Dice": 0.6434445118253487, + "FN": 3838, + "FP": 10861, + "IoU": 0.4743222945425935, + "TN": 2775750, + "TP": 13263, + "n_pred": 24124, + "n_ref": 17101 + }, + "5": { + "Dice": 0.6319867183176535, + "FN": 3836, + "FP": 819, + "IoU": 0.46197411003236244, + "TN": 2795060, + "TP": 3997, + "n_pred": 4816, + "n_ref": 7833 + }, + "6": { + "Dice": 0.9573594368796334, + "FN": 9741, + "FP": 18264, + "IoU": 0.9182065907876176, + "TN": 2461325, + "TP": 314382, + "n_pred": 332646, + "n_ref": 324123 + }, + "7": { + "Dice": 0.7374745637294198, + "FN": 24332, + "FP": 43786, + "IoU": 0.5841264995878995, + "TN": 2639917, + "TP": 95677, + "n_pred": 139463, + "n_ref": 120009 + }, + "8": { + "Dice": 0.9046461883212316, + "FN": 3966, + "FP": 2587, + "IoU": 0.825894043254158, + "TN": 2766074, + "TP": 31085, + "n_pred": 33672, + "n_ref": 35051 + }, + "9": { + "Dice": 0.5773409208484221, + "FN": 1885, + "FP": 2200, + "IoU": 0.4058181818181818, + "TN": 2796837, + "TP": 2790, + "n_pred": 4990, + "n_ref": 4675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7144479890441789, + "FN": 105208, + "FP": 2384, + "IoU": 0.5557519127623468, + "TN": 3437683, + "TP": 134597, + "n_pred": 136981, + "n_ref": 239805 + }, + "10": { + "Dice": 0.41404493302327366, + "FN": 28700, + "FP": 1789, + "IoU": 0.2610697753326386, + "TN": 3638611, + "TP": 10772, + "n_pred": 12561, + "n_ref": 39472 + }, + "11": { + "Dice": 0.0, + "FN": 251, + "FP": 0, + "IoU": 0.0, + "TN": 3679621, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "12": { + "Dice": 0.0, + "FN": 1734, + "FP": 0, + "IoU": 0.0, + "TN": 3678138, + "TP": 0, + "n_pred": 0, + "n_ref": 1734 + }, + "13": { + "Dice": 0.7281363370027303, + "FN": 16556, + "FP": 5251, + "IoU": 0.5724955891001764, + "TN": 3628862, + "TP": 29203, + "n_pred": 34454, + "n_ref": 45759 + }, + "14": { + "Dice": 0.8345130690052894, + "FN": 6467, + "FP": 42746, + "IoU": 0.7160209581183856, + "TN": 3506574, + "TP": 124085, + "n_pred": 166831, + "n_ref": 130552 + }, + "15": { + "Dice": 0.6724867724867725, + "FN": 2208, + "FP": 268, + "IoU": 0.506576325229175, + "TN": 3674854, + "TP": 2542, + "n_pred": 2810, + "n_ref": 4750 + }, + "2": { + "Dice": 0.7386353040635043, + "FN": 5576, + "FP": 78516, + "IoU": 0.5855842536603636, + "TN": 3476955, + "TP": 118825, + "n_pred": 197341, + "n_ref": 124401 + }, + "3": { + "Dice": 0.013397648335318606, + "FN": 83042, + "FP": 613, + "IoU": 0.006744001044845232, + "TN": 3595649, + "TP": 568, + "n_pred": 1181, + "n_ref": 83610 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8537, + "IoU": 0.0, + "TN": 3671335, + "TP": 0, + "n_pred": 8537, + "n_ref": 0 + }, + "5": { + "Dice": 0.8389302232053086, + "FN": 1670, + "FP": 733, + "IoU": 0.7225493591963976, + "TN": 3671211, + "TP": 6258, + "n_pred": 6991, + "n_ref": 7928 + }, + "6": { + "Dice": 0.829374707228113, + "FN": 15478, + "FP": 122571, + "IoU": 0.7084886277010661, + "TN": 3206309, + "TP": 335514, + "n_pred": 458085, + "n_ref": 350992 + }, + "7": { + "Dice": 0.7939136896819303, + "FN": 50610, + "FP": 49780, + "IoU": 0.6582561155781289, + "TN": 3386114, + "TP": 193368, + "n_pred": 243148, + "n_ref": 243978 + }, + "8": { + "Dice": 0.8957502976344531, + "FN": 10016, + "FP": 2068, + "IoU": 0.81118454975859, + "TN": 3615873, + "TP": 51915, + "n_pred": 53983, + "n_ref": 61931 + }, + "9": { + "Dice": 0.8869199750099392, + "FN": 2317, + "FP": 3656, + "IoU": 0.7968160016328196, + "TN": 3650475, + "TP": 23424, + "n_pred": 27080, + "n_ref": 25741 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671436602209313, + "FN": 3296, + "FP": 3893, + "IoU": 0.936377715828134, + "TN": 2340253, + "TP": 105806, + "n_pred": 109699, + "n_ref": 109102 + }, + "10": { + "Dice": 0.7360146850350768, + "FN": 19903, + "FP": 9147, + "IoU": 0.5822968639912577, + "TN": 2383701, + "TP": 40497, + "n_pred": 49644, + "n_ref": 60400 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 2453212, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3231574264347605, + "FN": 8686, + "FP": 55212, + "IoU": 0.19271780877299374, + "TN": 2374096, + "TP": 15254, + "n_pred": 70466, + "n_ref": 23940 + }, + "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": 11292, + "IoU": 0.0, + "TN": 2441956, + "TP": 0, + "n_pred": 11292, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9683748734512848, + "FN": 587, + "FP": 725, + "IoU": 0.9386887237721389, + "TN": 2431849, + "TP": 20087, + "n_pred": 20812, + "n_ref": 20674 + }, + "4": { + "Dice": 0.7609618104667609, + "FN": 1449, + "FP": 579, + "IoU": 0.6141552511415526, + "TN": 2447992, + "TP": 3228, + "n_pred": 3807, + "n_ref": 4677 + }, + "5": { + "Dice": 0.0007562389715149988, + "FN": 0, + "FP": 7928, + "IoU": 0.00037826251418484426, + "TN": 2445317, + "TP": 3, + "n_pred": 7931, + "n_ref": 3 + }, + "6": { + "Dice": 0.8680407989800255, + "FN": 3267, + "FP": 11637, + "IoU": 0.7668481321569364, + "TN": 2389324, + "TP": 49020, + "n_pred": 60657, + "n_ref": 52287 + }, + "7": { + "Dice": 0.3610982584983117, + "FN": 39889, + "FP": 25010, + "IoU": 0.2203294128953976, + "TN": 2370009, + "TP": 18340, + "n_pred": 43350, + "n_ref": 58229 + }, + "8": { + "Dice": 0.9092124890694923, + "FN": 2394, + "FP": 2901, + "IoU": 0.8335376780156559, + "TN": 2421439, + "TP": 26514, + "n_pred": 29415, + "n_ref": 28908 + }, + "9": { + "Dice": 0.8020922527083876, + "FN": 5420, + "FP": 5212, + "IoU": 0.6695776486310098, + "TN": 2421071, + "TP": 21545, + "n_pred": 26757, + "n_ref": 26965 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38937881264057217, + "FN": 59, + "FP": 37678, + "IoU": 0.24175691695633827, + "TN": 8887063, + "TP": 12032, + "n_pred": 49710, + "n_ref": 12091 + }, + "10": { + "Dice": 0.15500794912559618, + "FN": 418, + "FP": 1708, + "IoU": 0.08401551055579491, + "TN": 8934511, + "TP": 195, + "n_pred": 1903, + "n_ref": 613 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 8936832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 8934127, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.6825213090602967, + "FN": 2304, + "FP": 713, + "IoU": 0.5180511182108626, + "TN": 8930572, + "TP": 3243, + "n_pred": 3956, + "n_ref": 5547 + }, + "14": { + "Dice": 0.012984854395278234, + "FN": 6502, + "FP": 284475, + "IoU": 0.0065348542631900606, + "TN": 8643941, + "TP": 1914, + "n_pred": 286389, + "n_ref": 8416 + }, + "15": { + "Dice": 0.8023356401384083, + "FN": 4994, + "FP": 3232, + "IoU": 0.6699169375225713, + "TN": 8911911, + "TP": 16695, + "n_pred": 19927, + "n_ref": 21689 + }, + "2": { + "Dice": 0.751365572538211, + "FN": 6853, + "FP": 12993, + "IoU": 0.6017498444805651, + "TN": 8886999, + "TP": 29987, + "n_pred": 42980, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27247, + "IoU": 0.0, + "TN": 8909585, + "TP": 0, + "n_pred": 27247, + "n_ref": 0 + }, + "4": { + "Dice": 0.6673873663296909, + "FN": 938, + "FP": 10446, + "IoU": 0.5008112256084192, + "TN": 8914027, + "TP": 11421, + "n_pred": 21867, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6654874710465362, + "FN": 6244, + "FP": 1699, + "IoU": 0.49867457712698815, + "TN": 8920988, + "TP": 7901, + "n_pred": 9600, + "n_ref": 14145 + }, + "6": { + "Dice": 0.6841789738409474, + "FN": 4303, + "FP": 206421, + "IoU": 0.5199635514550942, + "TN": 8497857, + "TP": 228251, + "n_pred": 434672, + "n_ref": 232554 + }, + "7": { + "Dice": 0.6291983837800786, + "FN": 29012, + "FP": 53214, + "IoU": 0.45900032239175204, + "TN": 8784843, + "TP": 69763, + "n_pred": 122977, + "n_ref": 98775 + }, + "8": { + "Dice": 0.7520452081348359, + "FN": 12530, + "FP": 2564, + "IoU": 0.6026221566975569, + "TN": 8898848, + "TP": 22890, + "n_pred": 25454, + "n_ref": 35420 + }, + "9": { + "Dice": 0.6717523493642896, + "FN": 4854, + "FP": 7022, + "IoU": 0.5057432994839354, + "TN": 8912804, + "TP": 12152, + "n_pred": 19174, + "n_ref": 17006 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631123582368759, + "FN": 2181, + "FP": 4129, + "IoU": 0.9288492980774652, + "TN": 5693971, + "TP": 82375, + "n_pred": 86504, + "n_ref": 84556 + }, + "10": { + "Dice": 0.6822891497186478, + "FN": 20941, + "FP": 17848, + "IoU": 0.5177836621539303, + "TN": 5702217, + "TP": 41650, + "n_pred": 59498, + "n_ref": 62591 + }, + "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": 0.4691394848413831, + "FN": 3974, + "FP": 20943, + "IoU": 0.3064547554763827, + "TN": 5746729, + "TP": 11010, + "n_pred": 31953, + "n_ref": 14984 + }, + "14": { + "Dice": 0.828130690948045, + "FN": 2095, + "FP": 13949, + "IoU": 0.7066749547507176, + "TN": 5727959, + "TP": 38653, + "n_pred": 52602, + "n_ref": 40748 + }, + "15": { + "Dice": 0.7969847058183204, + "FN": 923, + "FP": 6537, + "IoU": 0.6624892548522825, + "TN": 5760553, + "TP": 14643, + "n_pred": 21180, + "n_ref": 15566 + }, + "2": { + "Dice": 0.9387501233233387, + "FN": 8541, + "FP": 5738, + "IoU": 0.8845703014478226, + "TN": 5658953, + "TP": 109424, + "n_pred": 115162, + "n_ref": 117965 + }, + "3": { + "Dice": 0.9082471492972686, + "FN": 3625, + "FP": 2603, + "IoU": 0.8319164440126305, + "TN": 5745603, + "TP": 30825, + "n_pred": 33428, + "n_ref": 34450 + }, + "4": { + "Dice": 0.7854961234239173, + "FN": 1443, + "FP": 1296, + "IoU": 0.6467629610523601, + "TN": 5774902, + "TP": 5015, + "n_pred": 6311, + "n_ref": 6458 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752126264833428, + "FN": 11282, + "FP": 18212, + "IoU": 0.9516243580722568, + "TN": 5172969, + "TP": 580193, + "n_pred": 598405, + "n_ref": 591475 + }, + "7": { + "Dice": 0.7884771086223036, + "FN": 33982, + "FP": 36295, + "IoU": 0.6508148663420451, + "TN": 5581396, + "TP": 130983, + "n_pred": 167278, + "n_ref": 164965 + }, + "8": { + "Dice": 0.9092150170648464, + "FN": 199, + "FP": 865, + "IoU": 0.8335419274092616, + "TN": 5776264, + "TP": 5328, + "n_pred": 6193, + "n_ref": 5527 + }, + "9": { + "Dice": 0.8011012949292025, + "FN": 3276, + "FP": 3298, + "IoU": 0.668197648008883, + "TN": 5762843, + "TP": 13239, + "n_pred": 16537, + "n_ref": 16515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562519992839262, + "FN": 6165, + "FP": 8742, + "IoU": 0.9161713350616049, + "TN": 2976349, + "TP": 162920, + "n_pred": 171662, + "n_ref": 169085 + }, + "10": { + "Dice": 0.7893290284348083, + "FN": 13450, + "FP": 7169, + "IoU": 0.6519765047429362, + "TN": 3094930, + "TP": 38627, + "n_pred": 45796, + "n_ref": 52077 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 3152309, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 4825, + "FP": 0, + "IoU": 0.0, + "TN": 3149351, + "TP": 0, + "n_pred": 0, + "n_ref": 4825 + }, + "13": { + "Dice": 0.8124863725561451, + "FN": 6006, + "FP": 4314, + "IoU": 0.6841911989717853, + "TN": 3121498, + "TP": 22358, + "n_pred": 26672, + "n_ref": 28364 + }, + "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": 0.9484013928458372, + "FN": 3534, + "FP": 4127, + "IoU": 0.9018663455749548, + "TN": 3076109, + "TP": 70406, + "n_pred": 74533, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9406412419844752, + "FN": 1103, + "FP": 3294, + "IoU": 0.8879345499031501, + "TN": 3114940, + "TP": 34839, + "n_pred": 38133, + "n_ref": 35942 + }, + "4": { + "Dice": 0.7632325724861196, + "FN": 340, + "FP": 1579, + "IoU": 0.6171189146049482, + "TN": 3149164, + "TP": 3093, + "n_pred": 4672, + "n_ref": 3433 + }, + "5": { + "Dice": 0.8616389548693587, + "FN": 1138, + "FP": 726, + "IoU": 0.7569118414188837, + "TN": 3146508, + "TP": 5804, + "n_pred": 6530, + "n_ref": 6942 + }, + "6": { + "Dice": 0.2788490777543665, + "FN": 5078, + "FP": 395711, + "IoU": 0.1620131472204334, + "TN": 2675900, + "TP": 77487, + "n_pred": 473198, + "n_ref": 82565 + }, + "7": { + "Dice": 0.6151542302775643, + "FN": 392175, + "FP": 6419, + "IoU": 0.44420414440870154, + "TN": 2437017, + "TP": 318565, + "n_pred": 324984, + "n_ref": 710740 + }, + "8": { + "Dice": 0.9504728478112509, + "FN": 456, + "FP": 560, + "IoU": 0.9056200650255457, + "TN": 3143411, + "TP": 9749, + "n_pred": 10309, + "n_ref": 10205 + }, + "9": { + "Dice": 0.5626880641925778, + "FN": 1458, + "FP": 1158, + "IoU": 0.39148639218422887, + "TN": 3149877, + "TP": 1683, + "n_pred": 2841, + "n_ref": 3141 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9290979043646151, + "FN": 262, + "FP": 4769, + "IoU": 0.8675843554245407, + "TN": 1714326, + "TP": 32963, + "n_pred": 37732, + "n_ref": 33225 + }, + "10": { + "Dice": 0.595705379819903, + "FN": 2552, + "FP": 950, + "IoU": 0.42420256494574154, + "TN": 1746238, + "TP": 2580, + "n_pred": 3530, + "n_ref": 5132 + }, + "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": 0.6134342651283688, + "FN": 5558, + "FP": 2919, + "IoU": 0.4424126817075577, + "TN": 1737117, + "TP": 6726, + "n_pred": 9645, + "n_ref": 12284 + }, + "14": { + "Dice": 0.8985158443642198, + "FN": 1810, + "FP": 3756, + "IoU": 0.8157319737800437, + "TN": 1722114, + "TP": 24640, + "n_pred": 28396, + "n_ref": 26450 + }, + "15": { + "Dice": 0.781044919388015, + "FN": 9279, + "FP": 1898, + "IoU": 0.6407495500128568, + "TN": 1721208, + "TP": 19935, + "n_pred": 21833, + "n_ref": 29214 + }, + "2": { + "Dice": 0.9375577192010344, + "FN": 4342, + "FP": 5124, + "IoU": 0.8824552035861967, + "TN": 1671789, + "TP": 71065, + "n_pred": 76189, + "n_ref": 75407 + }, + "3": { + "Dice": 0.8623991303257097, + "FN": 159, + "FP": 3132, + "IoU": 0.7580858571008527, + "TN": 1738716, + "TP": 10313, + "n_pred": 13445, + "n_ref": 10472 + }, + "4": { + "Dice": 0.7957870099473376, + "FN": 1172, + "FP": 224, + "IoU": 0.6608357628765792, + "TN": 1748204, + "TP": 2720, + "n_pred": 2944, + "n_ref": 3892 + }, + "5": { + "Dice": 0.6218167996959331, + "FN": 264, + "FP": 731, + "IoU": 0.45118587975730834, + "TN": 1750507, + "TP": 818, + "n_pred": 1549, + "n_ref": 1082 + }, + "6": { + "Dice": 0.9543128486469042, + "FN": 12361, + "FP": 7459, + "IoU": 0.9126179349263733, + "TN": 1525500, + "TP": 207000, + "n_pred": 214459, + "n_ref": 219361 + }, + "7": { + "Dice": 0.7902944546858652, + "FN": 11380, + "FP": 5456, + "IoU": 0.6532948929159802, + "TN": 1703760, + "TP": 31724, + "n_pred": 37180, + "n_ref": 43104 + }, + "8": { + "Dice": 0.4763458401305057, + "FN": 174, + "FP": 789, + "IoU": 0.31263383297644537, + "TN": 1750919, + "TP": 438, + "n_pred": 1227, + "n_ref": 612 + }, + "9": { + "Dice": 0.6574718682954596, + "FN": 1076, + "FP": 6747, + "IoU": 0.4897266975409301, + "TN": 1736989, + "TP": 7508, + "n_pred": 14255, + "n_ref": 8584 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5980392156862745, + "FN": 134, + "FP": 30, + "IoU": 0.42657342657342656, + "TN": 1576802, + "TP": 122, + "n_pred": 152, + "n_ref": 256 + }, + "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": 0.05680576797028621, + "FN": 4287, + "FP": 30, + "IoU": 0.029233190915223747, + "TN": 1572641, + "TP": 130, + "n_pred": 160, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9817057196419398, + "FN": 3528, + "FP": 1849, + "IoU": 0.9640687751842669, + "TN": 1427441, + "TP": 144270, + "n_pred": 146119, + "n_ref": 147798 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 1576635, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "2": { + "Dice": 0.9619803237067598, + "FN": 745, + "FP": 453, + "IoU": 0.926745750275162, + "TN": 1560734, + "TP": 15156, + "n_pred": 15609, + "n_ref": 15901 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1577060, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "4": { + "Dice": 0.865932727035377, + "FN": 951, + "FP": 5211, + "IoU": 0.7635638093776379, + "TN": 1551026, + "TP": 19900, + "n_pred": 25111, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7884020198729434, + "FN": 594, + "FP": 2004, + "IoU": 0.6507125571390159, + "TN": 1569650, + "TP": 4840, + "n_pred": 6844, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9655078579537032, + "FN": 10743, + "FP": 6242, + "IoU": 0.933315796912543, + "TN": 1322380, + "TP": 237723, + "n_pred": 243965, + "n_ref": 248466 + }, + "7": { + "Dice": 0.8688699845327995, + "FN": 2978, + "FP": 8552, + "IoU": 0.7681433368859217, + "TN": 1527359, + "TP": 38199, + "n_pred": 46751, + "n_ref": 41177 + }, + "8": { + "Dice": 0.940831633092905, + "FN": 2946, + "FP": 1172, + "IoU": 0.888273916110478, + "TN": 1540230, + "TP": 32740, + "n_pred": 33912, + "n_ref": 35686 + }, + "9": { + "Dice": 0.39432815665091153, + "FN": 93, + "FP": 804, + "IoU": 0.24558452481076534, + "TN": 1575899, + "TP": 292, + "n_pred": 1096, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8493812815894963, + "FN": 8981, + "FP": 3982, + "IoU": 0.7381952579068546, + "TN": 2228502, + "TP": 36551, + "n_pred": 40533, + "n_ref": 45532 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 2277980, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": 0.0, + "FN": 1857, + "FP": 0, + "IoU": 0.0, + "TN": 2276159, + "TP": 0, + "n_pred": 0, + "n_ref": 1857 + }, + "13": { + "Dice": 0.7937498333466656, + "FN": 3785, + "FP": 3950, + "IoU": 0.6580308590123347, + "TN": 2255397, + "TP": 14884, + "n_pred": 18834, + "n_ref": 18669 + }, + "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": 0.6877637130801688, + "FN": 126, + "FP": 22, + "IoU": 0.5241157556270096, + "TN": 2277705, + "TP": 163, + "n_pred": 185, + "n_ref": 289 + }, + "3": { + "Dice": 0.628099173553719, + "FN": 0, + "FP": 45, + "IoU": 0.4578313253012048, + "TN": 2277933, + "TP": 38, + "n_pred": 83, + "n_ref": 38 + }, + "4": { + "Dice": 0.7819911223842739, + "FN": 446, + "FP": 4711, + "IoU": 0.6420241566014161, + "TN": 2263610, + "TP": 9249, + "n_pred": 13960, + "n_ref": 9695 + }, + "5": { + "Dice": 0.5476647472808701, + "FN": 79, + "FP": 628, + "IoU": 0.37709251101321584, + "TN": 2276881, + "TP": 428, + "n_pred": 1056, + "n_ref": 507 + }, + "6": { + "Dice": 0.9203862095402382, + "FN": 8438, + "FP": 8177, + "IoU": 0.8525143136123563, + "TN": 2165361, + "TP": 96040, + "n_pred": 104217, + "n_ref": 104478 + }, + "7": { + "Dice": 0.6188205372754729, + "FN": 3905, + "FP": 5687, + "IoU": 0.4480377488778916, + "TN": 2260638, + "TP": 7786, + "n_pred": 13473, + "n_ref": 11691 + }, + "8": { + "Dice": 0.9319129411295309, + "FN": 1287, + "FP": 2126, + "IoU": 0.8725065371684722, + "TN": 2251246, + "TP": 23357, + "n_pred": 25483, + "n_ref": 24644 + }, + "9": { + "Dice": 0.9116346677972261, + "FN": 1648, + "FP": 1270, + "IoU": 0.8376182526432944, + "TN": 2260046, + "TP": 15052, + "n_pred": 16322, + "n_ref": 16700 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981242637508684, + "FN": 497, + "FP": 124, + "IoU": 0.9631759962049335, + "TN": 4714400, + "TP": 16243, + "n_pred": 16367, + "n_ref": 16740 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 59, + "FP": 0, + "IoU": 0.0, + "TN": 4731205, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "13": { + "Dice": 0.038112522686025406, + "FN": 31, + "FP": 1029, + "IoU": 0.01942645698427382, + "TN": 4730183, + "TP": 21, + "n_pred": 1050, + "n_ref": 52 + }, + "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": 0.9107502031809741, + "FN": 17813, + "FP": 1844, + "IoU": 0.836126117113512, + "TN": 4611312, + "TP": 100295, + "n_pred": 102139, + "n_ref": 118108 + }, + "3": { + "Dice": 0.9060999264593379, + "FN": 2647, + "FP": 16378, + "IoU": 0.8283205645343223, + "TN": 4620447, + "TP": 91792, + "n_pred": 108170, + "n_ref": 94439 + }, + "4": { + "Dice": 0.9410029717131445, + "FN": 6314, + "FP": 1647, + "IoU": 0.8885794261721484, + "TN": 4659814, + "TP": 63489, + "n_pred": 65136, + "n_ref": 69803 + }, + "5": { + "Dice": 0.0, + "FN": 56, + "FP": 590, + "IoU": 0.0, + "TN": 4730618, + "TP": 0, + "n_pred": 590, + "n_ref": 56 + }, + "6": { + "Dice": 0.9741058053470885, + "FN": 4093, + "FP": 2925, + "IoU": 0.9495187812000978, + "TN": 4592242, + "TP": 132004, + "n_pred": 134929, + "n_ref": 136097 + }, + "7": { + "Dice": 0.8039714106283082, + "FN": 3791, + "FP": 2764, + "IoU": 0.6722008301245187, + "TN": 4711267, + "TP": 13442, + "n_pred": 16206, + "n_ref": 17233 + }, + "8": { + "Dice": 0.9534824605998983, + "FN": 418, + "FP": 314, + "IoU": 0.9111003157639057, + "TN": 4723030, + "TP": 7502, + "n_pred": 7816, + "n_ref": 7920 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 4731141, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8836864431134971, + "FN": 2021, + "FP": 18215, + "IoU": 0.7916113153531671, + "TN": 6386477, + "TP": 76871, + "n_pred": 95086, + "n_ref": 78892 + }, + "10": { + "Dice": 0.7900510273692253, + "FN": 10161, + "FP": 5227, + "IoU": 0.6529622696826864, + "TN": 6439243, + "TP": 28953, + "n_pred": 34180, + "n_ref": 39114 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 6483548, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 6480000, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": 0.5820852809310312, + "FN": 1690, + "FP": 15834, + "IoU": 0.4105220667384284, + "TN": 6453856, + "TP": 12204, + "n_pred": 28038, + "n_ref": 13894 + }, + "14": { + "Dice": 0.1894206091439733, + "FN": 5604, + "FP": 101463, + "IoU": 0.1046187812037432, + "TN": 6364007, + "TP": 12510, + "n_pred": 113973, + "n_ref": 18114 + }, + "15": { + "Dice": 0.7501660059963378, + "FN": 14, + "FP": 24818, + "IoU": 0.6002125158984432, + "TN": 6421471, + "TP": 37281, + "n_pred": 62099, + "n_ref": 37295 + }, + "2": { + "Dice": 0.9204240282685512, + "FN": 1594, + "FP": 658, + "IoU": 0.8525792092170725, + "TN": 6468308, + "TP": 13024, + "n_pred": 13682, + "n_ref": 14618 + }, + "3": { + "Dice": 0.9341650633450725, + "FN": 2905, + "FP": 6984, + "IoU": 0.8764631663106347, + "TN": 6403535, + "TP": 70160, + "n_pred": 77144, + "n_ref": 73065 + }, + "4": { + "Dice": 0.8645737855178736, + "FN": 470, + "FP": 4258, + "IoU": 0.7614530776992936, + "TN": 6463764, + "TP": 15092, + "n_pred": 19350, + "n_ref": 15562 + }, + "5": { + "Dice": 0.7625354777672658, + "FN": 54, + "FP": 448, + "IoU": 0.6162079510703364, + "TN": 6482276, + "TP": 806, + "n_pred": 1254, + "n_ref": 860 + }, + "6": { + "Dice": 0.9227189106746961, + "FN": 2580, + "FP": 2335, + "IoU": 0.8565256735849608, + "TN": 6449327, + "TP": 29342, + "n_pred": 31677, + "n_ref": 31922 + }, + "7": { + "Dice": 0.9593505510716673, + "FN": 3263, + "FP": 10542, + "IoU": 0.921876768454173, + "TN": 6306876, + "TP": 162903, + "n_pred": 173445, + "n_ref": 166166 + }, + "8": { + "Dice": 0.9347399592818805, + "FN": 439, + "FP": 1324, + "IoU": 0.8774758496073389, + "TN": 6469195, + "TP": 12626, + "n_pred": 13950, + "n_ref": 13065 + }, + "9": { + "Dice": 0.6918918918918919, + "FN": 86, + "FP": 28, + "IoU": 0.5289256198347108, + "TN": 6483342, + "TP": 128, + "n_pred": 156, + "n_ref": 214 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8756166101817567, + "FN": 4018, + "FP": 6295, + "IoU": 0.7787527084718855, + "TN": 3633259, + "TP": 36300, + "n_pred": 42595, + "n_ref": 40318 + }, + "10": { + "Dice": 0.8607089741900261, + "FN": 9594, + "FP": 5204, + "IoU": 0.7554777091113388, + "TN": 3619354, + "TP": 45720, + "n_pred": 50924, + "n_ref": 55314 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 3679012, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": 0.0, + "FN": 780, + "FP": 0, + "IoU": 0.0, + "TN": 3679092, + "TP": 0, + "n_pred": 0, + "n_ref": 780 + }, + "13": { + "Dice": 0.5769690499123835, + "FN": 9007, + "FP": 27446, + "IoU": 0.4054508089770355, + "TN": 3618560, + "TP": 24859, + "n_pred": 52305, + "n_ref": 33866 + }, + "14": { + "Dice": 0.7802448200943246, + "FN": 3353, + "FP": 4941, + "IoU": 0.6396732991571813, + "TN": 3656854, + "TP": 14724, + "n_pred": 19665, + "n_ref": 18077 + }, + "15": { + "Dice": 0.95436618028583, + "FN": 8377, + "FP": 752, + "IoU": 0.9127154863322147, + "TN": 3575283, + "TP": 95460, + "n_pred": 96212, + "n_ref": 103837 + }, + "2": { + "Dice": 0.9672344298530751, + "FN": 1748, + "FP": 772, + "IoU": 0.9365479038146796, + "TN": 3640157, + "TP": 37195, + "n_pred": 37967, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9771503355330938, + "FN": 1434, + "FP": 2669, + "IoU": 0.9553215584641854, + "TN": 3588038, + "TP": 87731, + "n_pred": 90400, + "n_ref": 89165 + }, + "4": { + "Dice": 0.9164014402103788, + "FN": 2326, + "FP": 4477, + "IoU": 0.8457019732365616, + "TN": 3635782, + "TP": 37287, + "n_pred": 41764, + "n_ref": 39613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9426226065530163, + "FN": 16570, + "FP": 8020, + "IoU": 0.8914722523810785, + "TN": 3453294, + "TP": 201988, + "n_pred": 210008, + "n_ref": 218558 + }, + "7": { + "Dice": 0.9056339874994537, + "FN": 4411, + "FP": 10702, + "IoU": 0.8275421359533509, + "TN": 3592239, + "TP": 72520, + "n_pred": 83222, + "n_ref": 76931 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8240601503759398, + "FN": 851, + "FP": 2308, + "IoU": 0.7007672634271099, + "TN": 3669315, + "TP": 7398, + "n_pred": 9706, + "n_ref": 8249 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739860974881658, + "FN": 432, + "FP": 788, + "IoU": 0.9492913254915001, + "TN": 1202565, + "TP": 22839, + "n_pred": 23627, + "n_ref": 23271 + }, + "10": { + "Dice": 0.8753957301729036, + "FN": 1572, + "FP": 4568, + "IoU": 0.7784033492132236, + "TN": 1198916, + "TP": 21568, + "n_pred": 26136, + "n_ref": 23140 + }, + "11": { + "Dice": 0.0, + "FN": 2005, + "FP": 0, + "IoU": 0.0, + "TN": 1224619, + "TP": 0, + "n_pred": 0, + "n_ref": 2005 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.6074461136512084, + "FN": 7885, + "FP": 4135, + "IoU": 0.43621013133208253, + "TN": 1205304, + "TP": 9300, + "n_pred": 13435, + "n_ref": 17185 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2183, + "IoU": 0.0, + "TN": 1224441, + "TP": 0, + "n_pred": 2183, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10167, + "IoU": 0.0, + "TN": 1216457, + "TP": 0, + "n_pred": 10167, + "n_ref": 0 + }, + "2": { + "Dice": 0.964547686612258, + "FN": 1597, + "FP": 3038, + "IoU": 0.9315230398747174, + "TN": 1158937, + "TP": 63052, + "n_pred": 66090, + "n_ref": 64649 + }, + "3": { + "Dice": 0.9736527999396917, + "FN": 1742, + "FP": 2452, + "IoU": 0.9486583096660465, + "TN": 1144936, + "TP": 77494, + "n_pred": 79946, + "n_ref": 79236 + }, + "4": { + "Dice": 0.7043640686024792, + "FN": 1321, + "FP": 420, + "IoU": 0.5436435124508519, + "TN": 1222809, + "TP": 2074, + "n_pred": 2494, + "n_ref": 3395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9413347652464804, + "FN": 6396, + "FP": 12614, + "IoU": 0.8891713209659177, + "TN": 1055098, + "TP": 152516, + "n_pred": 165130, + "n_ref": 158912 + }, + "7": { + "Dice": 0.882066016760732, + "FN": 12595, + "FP": 4644, + "IoU": 0.7890144051305273, + "TN": 1144917, + "TP": 64468, + "n_pred": 69112, + "n_ref": 77063 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9001624575395067, + "FN": 2525, + "FP": 179, + "IoU": 0.8184503827044447, + "TN": 1211730, + "TP": 12190, + "n_pred": 12369, + "n_ref": 14715 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918334234721471, + "FN": 109, + "FP": 646, + "IoU": 0.849, + "TN": 3674872, + "TP": 4245, + "n_pred": 4891, + "n_ref": 4354 + }, + "10": { + "Dice": 0.6967228492155179, + "FN": 25281, + "FP": 5434, + "IoU": 0.5345930056367053, + "TN": 3613876, + "TP": 35281, + "n_pred": 40715, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3273, + "FP": 0, + "IoU": 0.0, + "TN": 3676599, + "TP": 0, + "n_pred": 0, + "n_ref": 3273 + }, + "13": { + "Dice": 0.3161397670549085, + "FN": 108, + "FP": 2358, + "IoU": 0.18774703557312253, + "TN": 3676836, + "TP": 570, + "n_pred": 2928, + "n_ref": 678 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6661, + "IoU": 0.0, + "TN": 3673211, + "TP": 0, + "n_pred": 6661, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3679867, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": 0.95088265729537, + "FN": 5399, + "FP": 4189, + "IoU": 0.9063644442708283, + "TN": 3577475, + "TP": 92809, + "n_pred": 96998, + "n_ref": 98208 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5032, + "IoU": 0.0, + "TN": 3674840, + "TP": 0, + "n_pred": 5032, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9467194471598223, + "FN": 3331, + "FP": 2174, + "IoU": 0.8988293238748093, + "TN": 3625459, + "TP": 48908, + "n_pred": 51082, + "n_ref": 52239 + }, + "7": { + "Dice": 0.737587092775673, + "FN": 3154, + "FP": 23097, + "IoU": 0.5842677055618902, + "TN": 3616728, + "TP": 36893, + "n_pred": 59990, + "n_ref": 40047 + }, + "8": { + "Dice": 0.9350750330456419, + "FN": 1457, + "FP": 213, + "IoU": 0.8780665887850467, + "TN": 3666176, + "TP": 12026, + "n_pred": 12239, + "n_ref": 13483 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794547503622475, + "FN": 2159, + "FP": 2435, + "IoU": 0.9597367198660812, + "TN": 1638221, + "TP": 109505, + "n_pred": 111940, + "n_ref": 111664 + }, + "10": { + "Dice": 0.8035674580626034, + "FN": 1598, + "FP": 6353, + "IoU": 0.6716362434954984, + "TN": 1728106, + "TP": 16263, + "n_pred": 22616, + "n_ref": 17861 + }, + "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": 0.6257474799248248, + "FN": 11793, + "FP": 5731, + "IoU": 0.45533660719835894, + "TN": 1720146, + "TP": 14650, + "n_pred": 20381, + "n_ref": 26443 + }, + "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": 2447, + "IoU": 0.0, + "TN": 1749873, + "TP": 0, + "n_pred": 2447, + "n_ref": 0 + }, + "3": { + "Dice": 0.9006756801824937, + "FN": 9257, + "FP": 5634, + "IoU": 0.8192993313674809, + "TN": 1669913, + "TP": 67516, + "n_pred": 73150, + "n_ref": 76773 + }, + "4": { + "Dice": 0.7789127575624726, + "FN": 1300, + "FP": 8786, + "IoU": 0.6378846084802355, + "TN": 1724467, + "TP": 17767, + "n_pred": 26553, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9562984852222328, + "FN": 2635, + "FP": 6046, + "IoU": 0.9162566803650325, + "TN": 1648658, + "TP": 94981, + "n_pred": 101027, + "n_ref": 97616 + }, + "7": { + "Dice": 0.951177935026551, + "FN": 2017, + "FP": 9926, + "IoU": 0.9069011482425575, + "TN": 1624037, + "TP": 116340, + "n_pred": 126266, + "n_ref": 118357 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724693346549375, + "FN": 4868, + "FP": 2909, + "IoU": 0.9464139294843968, + "TN": 2132885, + "TP": 137354, + "n_pred": 140263, + "n_ref": 142222 + }, + "10": { + "Dice": 0.8569949080866488, + "FN": 3537, + "FP": 4748, + "IoU": 0.7497734823316219, + "TN": 2244906, + "TP": 24825, + "n_pred": 29573, + "n_ref": 28362 + }, + "11": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 2277842, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2405182041545678, + "FN": 4430, + "FP": 12571, + "IoU": 0.13669831919971565, + "TN": 2258323, + "TP": 2692, + "n_pred": 15263, + "n_ref": 7122 + }, + "14": { + "Dice": 0.6581349650523592, + "FN": 4678, + "FP": 22810, + "IoU": 0.49046286169759207, + "TN": 2224069, + "TP": 26459, + "n_pred": 49269, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7816326984197541, + "FN": 719, + "FP": 9106, + "IoU": 0.6415410996388048, + "TN": 2250607, + "TP": 17584, + "n_pred": 26690, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9582263150201508, + "FN": 3710, + "FP": 4292, + "IoU": 0.9198027641086802, + "TN": 2178237, + "TP": 91777, + "n_pred": 96069, + "n_ref": 95487 + }, + "3": { + "Dice": 0.9657987072945522, + "FN": 1231, + "FP": 621, + "IoU": 0.9338595050176779, + "TN": 2250015, + "TP": 26149, + "n_pred": 26770, + "n_ref": 27380 + }, + "4": { + "Dice": 0.24858490566037736, + "FN": 9, + "FP": 3177, + "IoU": 0.14193374629679503, + "TN": 2274303, + "TP": 527, + "n_pred": 3704, + "n_ref": 536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9448663706607282, + "FN": 6110, + "FP": 13919, + "IoU": 0.8954945083613786, + "TN": 2086361, + "TP": 171626, + "n_pred": 185545, + "n_ref": 177736 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 75196, + "IoU": 0.0, + "TN": 2202820, + "TP": 0, + "n_pred": 75196, + "n_ref": 0 + }, + "8": { + "Dice": 0.9561372727910731, + "FN": 284, + "FP": 341, + "IoU": 0.9159607368562592, + "TN": 2270579, + "TP": 6812, + "n_pred": 7153, + "n_ref": 7096 + }, + "9": { + "Dice": 0.8965371286473903, + "FN": 2987, + "FP": 924, + "IoU": 0.812476026083621, + "TN": 2257160, + "TP": 16945, + "n_pred": 17869, + "n_ref": 19932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9132214037649037, + "FN": 3133, + "FP": 790, + "IoU": 0.840301241603908, + "TN": 2603915, + "TP": 20642, + "n_pred": 21432, + "n_ref": 23775 + }, + "10": { + "Dice": 0.6631436570098456, + "FN": 15337, + "FP": 16790, + "IoU": 0.4960470588235294, + "TN": 2564730, + "TP": 31623, + "n_pred": 48413, + "n_ref": 46960 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4485, + "FP": 0, + "IoU": 0.0, + "TN": 2623995, + "TP": 0, + "n_pred": 0, + "n_ref": 4485 + }, + "13": { + "Dice": 0.5813552516592267, + "FN": 4941, + "FP": 12784, + "IoU": 0.40979621736814065, + "TN": 2598448, + "TP": 12307, + "n_pred": 25091, + "n_ref": 17248 + }, + "14": { + "Dice": 0.9392381981103038, + "FN": 4892, + "FP": 5571, + "IoU": 0.88543742472353, + "TN": 2537150, + "TP": 80867, + "n_pred": 86438, + "n_ref": 85759 + }, + "15": { + "Dice": 0.6919920582395764, + "FN": 2050, + "FP": 277, + "IoU": 0.5290427039060919, + "TN": 2623539, + "TP": 2614, + "n_pred": 2891, + "n_ref": 4664 + }, + "2": { + "Dice": 0.9425852011053116, + "FN": 44, + "FP": 1265, + "IoU": 0.8914053426248548, + "TN": 2616426, + "TP": 10745, + "n_pred": 12010, + "n_ref": 10789 + }, + "3": { + "Dice": 0.96690391883353, + "FN": 2395, + "FP": 3157, + "IoU": 0.9359283579333664, + "TN": 2541827, + "TP": 81101, + "n_pred": 84258, + "n_ref": 83496 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 2628459, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": 0.4912866147571376, + "FN": 2145, + "FP": 599, + "IoU": 0.3256328336200541, + "TN": 2624411, + "TP": 1325, + "n_pred": 1924, + "n_ref": 3470 + }, + "6": { + "Dice": 0.902279733515737, + "FN": 8241, + "FP": 64762, + "IoU": 0.8219577984157334, + "TN": 2218448, + "TP": 337029, + "n_pred": 401791, + "n_ref": 345270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 75405, + "IoU": 0.0, + "TN": 2553075, + "TP": 0, + "n_pred": 75405, + "n_ref": 0 + }, + "8": { + "Dice": 0.9539314786653547, + "FN": 153, + "FP": 362, + "IoU": 0.9119206430648196, + "TN": 2622633, + "TP": 5332, + "n_pred": 5694, + "n_ref": 5485 + }, + "9": { + "Dice": 0.8201749648990172, + "FN": 5480, + "FP": 1180, + "IoU": 0.69516660563896, + "TN": 2606632, + "TP": 15188, + "n_pred": 16368, + "n_ref": 20668 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8230683745686378, + "FN": 2355, + "FP": 670, + "IoU": 0.6993340622204552, + "TN": 2618419, + "TP": 7036, + "n_pred": 7706, + "n_ref": 9391 + }, + "10": { + "Dice": 0.5209782642302817, + "FN": 8369, + "FP": 7124, + "IoU": 0.3522451710009198, + "TN": 2604562, + "TP": 8425, + "n_pred": 15549, + "n_ref": 16794 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1053, + "FP": 0, + "IoU": 0.0, + "TN": 2627427, + "TP": 0, + "n_pred": 0, + "n_ref": 1053 + }, + "13": { + "Dice": 0.2588829283685705, + "FN": 8167, + "FP": 15319, + "IoU": 0.14868783529070612, + "TN": 2600892, + "TP": 4102, + "n_pred": 19421, + "n_ref": 12269 + }, + "14": { + "Dice": 0.3956603682920709, + "FN": 112108, + "FP": 1083, + "IoU": 0.2466188333643939, + "TN": 2478236, + "TP": 37053, + "n_pred": 38136, + "n_ref": 149161 + }, + "15": { + "Dice": 0.5643731302692412, + "FN": 4036, + "FP": 3973, + "IoU": 0.3931196484049405, + "TN": 2615283, + "TP": 5188, + "n_pred": 9161, + "n_ref": 9224 + }, + "2": { + "Dice": 0.5994125206535708, + "FN": 162, + "FP": 17294, + "IoU": 0.4279722112989907, + "TN": 2597964, + "TP": 13060, + "n_pred": 30354, + "n_ref": 13222 + }, + "3": { + "Dice": 0.6539552392739274, + "FN": 14032, + "FP": 12810, + "IoU": 0.4858346901637774, + "TN": 2576275, + "TP": 25363, + "n_pred": 38173, + "n_ref": 39395 + }, + "4": { + "Dice": 0.6860891219403559, + "FN": 3380, + "FP": 12125, + "IoU": 0.5221732564948073, + "TN": 2596031, + "TP": 16944, + "n_pred": 29069, + "n_ref": 20324 + }, + "5": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 2628456, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "6": { + "Dice": 0.8527808148885516, + "FN": 6943, + "FP": 74250, + "IoU": 0.7433460196237103, + "TN": 2312128, + "TP": 235159, + "n_pred": 309409, + "n_ref": 242102 + }, + "7": { + "Dice": 0.0, + "FN": 3, + "FP": 9026, + "IoU": 0.0, + "TN": 2619451, + "TP": 0, + "n_pred": 9026, + "n_ref": 3 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7530471066212804, + "FN": 1917, + "FP": 332, + "IoU": 0.6039098274040156, + "TN": 2622802, + "TP": 3429, + "n_pred": 3761, + "n_ref": 5346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8876933422999328, + "FN": 243, + "FP": 258, + "IoU": 0.7980652962515115, + "TN": 3151695, + "TP": 1980, + "n_pred": 2238, + "n_ref": 2223 + }, + "10": { + "Dice": 0.11194253217599522, + "FN": 1632, + "FP": 1335, + "IoU": 0.05928979074191503, + "TN": 3151022, + "TP": 187, + "n_pred": 1522, + "n_ref": 1819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 3154074, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "13": { + "Dice": 0.5744556102482989, + "FN": 6203, + "FP": 25006, + "IoU": 0.4029727971840686, + "TN": 3101902, + "TP": 21065, + "n_pred": 46071, + "n_ref": 27268 + }, + "14": { + "Dice": 0.06429780033840947, + "FN": 342, + "FP": 211, + "IoU": 0.033216783216783216, + "TN": 3153604, + "TP": 19, + "n_pred": 230, + "n_ref": 361 + }, + "15": { + "Dice": 0.7730237700386954, + "FN": 3132, + "FP": 5080, + "IoU": 0.6300234276446206, + "TN": 3131980, + "TP": 13984, + "n_pred": 19064, + "n_ref": 17116 + }, + "2": { + "Dice": 0.9439937824840919, + "FN": 879, + "FP": 274, + "IoU": 0.8939282428702852, + "TN": 3143306, + "TP": 9717, + "n_pred": 9991, + "n_ref": 10596 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 3154130, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1277, + "IoU": 0.0, + "TN": 3152899, + "TP": 0, + "n_pred": 1277, + "n_ref": 0 + }, + "5": { + "Dice": 0.23023190835428892, + "FN": 2490, + "FP": 265, + "IoU": 0.13009156930849383, + "TN": 3151009, + "TP": 412, + "n_pred": 677, + "n_ref": 2902 + }, + "6": { + "Dice": 0.5452248610409297, + "FN": 2544, + "FP": 40656, + "IoU": 0.3747829107328934, + "TN": 3085080, + "TP": 25896, + "n_pred": 66552, + "n_ref": 28440 + }, + "7": { + "Dice": 0.7229697113913723, + "FN": 5366, + "FP": 35381, + "IoU": 0.5661335661655096, + "TN": 3060260, + "TP": 53169, + "n_pred": 88550, + "n_ref": 58535 + }, + "8": { + "Dice": 0.3226843016288669, + "FN": 76085, + "FP": 218, + "IoU": 0.19238137575545888, + "TN": 3059697, + "TP": 18176, + "n_pred": 18394, + "n_ref": 94261 + }, + "9": { + "Dice": 0.7951251459324012, + "FN": 2209, + "FP": 4986, + "IoU": 0.6599234295977691, + "TN": 3133019, + "TP": 13962, + "n_pred": 18948, + "n_ref": 16171 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8765730659025788, + "FN": 18301, + "FP": 24775, + "IoU": 0.7802670910741795, + "TN": 2607674, + "TP": 152962, + "n_pred": 177737, + "n_ref": 171263 + }, + "10": { + "Dice": 0.8638935108153079, + "FN": 3216, + "FP": 5373, + "IoU": 0.760398359695372, + "TN": 2767865, + "TP": 27258, + "n_pred": 32631, + "n_ref": 30474 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4449, + "FP": 0, + "IoU": 0.0, + "TN": 2799263, + "TP": 0, + "n_pred": 0, + "n_ref": 4449 + }, + "13": { + "Dice": 0.8386372324159022, + "FN": 3078, + "FP": 3676, + "IoU": 0.7221147911952274, + "TN": 2779407, + "TP": 17551, + "n_pred": 21227, + "n_ref": 20629 + }, + "14": { + "Dice": 0.49033128210746174, + "FN": 566887, + "FP": 702, + "IoU": 0.32479396061935534, + "TN": 1963096, + "TP": 273027, + "n_pred": 273729, + "n_ref": 839914 + }, + "15": { + "Dice": 0.4634750639386189, + "FN": 64981, + "FP": 2149, + "IoU": 0.30163849154746425, + "TN": 2707587, + "TP": 28995, + "n_pred": 31144, + "n_ref": 93976 + }, + "2": { + "Dice": 0.9713013310536099, + "FN": 2429, + "FP": 458, + "IoU": 0.9442039349078118, + "TN": 2751970, + "TP": 48855, + "n_pred": 49313, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9672704142878968, + "FN": 7626, + "FP": 2871, + "IoU": 0.9366153808994735, + "TN": 2638104, + "TP": 155111, + "n_pred": 157982, + "n_ref": 162737 + }, + "4": { + "Dice": 0.7825665498471404, + "FN": 331, + "FP": 5501, + "IoU": 0.6428002694922521, + "TN": 2787385, + "TP": 10495, + "n_pred": 15996, + "n_ref": 10826 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.33326458050955665, + "FN": 21549, + "FP": 114217, + "IoU": 0.1999505000088393, + "TN": 2634015, + "TP": 33931, + "n_pred": 148148, + "n_ref": 55480 + }, + "7": { + "Dice": 0.5423474178403755, + "FN": 1245, + "FP": 47495, + "IoU": 0.3720690543674311, + "TN": 2726092, + "TP": 28880, + "n_pred": 76375, + "n_ref": 30125 + }, + "8": { + "Dice": 0.9573206381023971, + "FN": 300, + "FP": 722, + "IoU": 0.918135213072733, + "TN": 2791228, + "TP": 11462, + "n_pred": 12184, + "n_ref": 11762 + }, + "9": { + "Dice": 0.6507177033492823, + "FN": 16, + "FP": 203, + "IoU": 0.48226950354609927, + "TN": 2803289, + "TP": 204, + "n_pred": 407, + "n_ref": 220 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779018854436601, + "FN": 1467, + "FP": 3479, + "IoU": 0.9567593086385214, + "TN": 2163633, + "TP": 109437, + "n_pred": 112916, + "n_ref": 110904 + }, + "10": { + "Dice": 0.5773117415754091, + "FN": 19607, + "FP": 387, + "IoU": 0.4057893485496909, + "TN": 2244368, + "TP": 13654, + "n_pred": 14041, + "n_ref": 33261 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 2277970, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + }, + "13": { + "Dice": 0.7739883654030557, + "FN": 3336, + "FP": 10806, + "IoU": 0.6313058894074094, + "TN": 2239659, + "TP": 24215, + "n_pred": 35021, + "n_ref": 27551 + }, + "14": { + "Dice": 0.9746417654287136, + "FN": 1100, + "FP": 3894, + "IoU": 0.9505378048055781, + "TN": 2177050, + "TP": 95972, + "n_pred": 99866, + "n_ref": 97072 + }, + "15": { + "Dice": 0.9263058289174868, + "FN": 1588, + "FP": 2306, + "IoU": 0.862727817534459, + "TN": 2249649, + "TP": 24473, + "n_pred": 26779, + "n_ref": 26061 + }, + "2": { + "Dice": 0.0, + "FN": 6, + "FP": 22, + "IoU": 0.0, + "TN": 2277988, + "TP": 0, + "n_pred": 22, + "n_ref": 6 + }, + "3": { + "Dice": 0.9786007025761124, + "FN": 2045, + "FP": 879, + "IoU": 0.9580980768679602, + "TN": 2208234, + "TP": 66858, + "n_pred": 67737, + "n_ref": 68903 + }, + "4": { + "Dice": 0.7014925373134329, + "FN": 239, + "FP": 41, + "IoU": 0.5402298850574713, + "TN": 2277407, + "TP": 329, + "n_pred": 370, + "n_ref": 568 + }, + "5": { + "Dice": 0.45371738060068934, + "FN": 4020, + "FP": 418, + "IoU": 0.2934246139149817, + "TN": 2271735, + "TP": 1843, + "n_pred": 2261, + "n_ref": 5863 + }, + "6": { + "Dice": 0.9132523616734143, + "FN": 2467, + "FP": 7175, + "IoU": 0.8403536658056825, + "TN": 2217620, + "TP": 50754, + "n_pred": 57929, + "n_ref": 53221 + }, + "7": { + "Dice": 0.9709405686453515, + "FN": 4051, + "FP": 7440, + "IoU": 0.9435223458058302, + "TN": 2074555, + "TP": 191970, + "n_pred": 199410, + "n_ref": 196021 + }, + "8": { + "Dice": 0.8173777704613819, + "FN": 1822, + "FP": 10381, + "IoU": 0.6911571168252683, + "TN": 2238504, + "TP": 27309, + "n_pred": 37690, + "n_ref": 29131 + }, + "9": { + "Dice": 0.9720398974346391, + "FN": 1213, + "FP": 1066, + "IoU": 0.9456008020241562, + "TN": 2236122, + "TP": 39615, + "n_pred": 40681, + "n_ref": 40828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/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": 0.7801516195727085, + "FN": 210, + "FP": 109, + "IoU": 0.63954802259887, + "TN": 1400971, + "TP": 566, + "n_pred": 675, + "n_ref": 776 + }, + "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": 0.7448854565031745, + "FN": 4214, + "FP": 2657, + "IoU": 0.5934800615311797, + "TN": 1384954, + "TP": 10031, + "n_pred": 12688, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8505136915650057, + "FN": 1316, + "FP": 9553, + "IoU": 0.7399076311948121, + "TN": 1360067, + "TP": 30920, + "n_pred": 40473, + "n_ref": 32236 + }, + "15": { + "Dice": 0.6760723147819923, + "FN": 7052, + "FP": 2086, + "IoU": 0.5106565277926529, + "TN": 1383182, + "TP": 9536, + "n_pred": 11622, + "n_ref": 16588 + }, + "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": 0.8616540069983785, + "FN": 3257, + "FP": 1606, + "IoU": 0.7569350727245464, + "TN": 1381849, + "TP": 15144, + "n_pred": 16750, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574645411565038, + "FN": 2932, + "FP": 2682, + "IoU": 0.918399976743848, + "TN": 1333057, + "TP": 63185, + "n_pred": 65867, + "n_ref": 66117 + }, + "7": { + "Dice": 0.93019248395967, + "FN": 746, + "FP": 3062, + "IoU": 0.8694951848932452, + "TN": 1372677, + "TP": 25371, + "n_pred": 28433, + "n_ref": 26117 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639080236732318, + "FN": 395, + "FP": 349, + "IoU": 0.9303305552954396, + "TN": 2442569, + "TP": 9935, + "n_pred": 10284, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8846067758673314, + "FN": 1906, + "FP": 3765, + "IoU": 0.7930896088733217, + "TN": 2425840, + "TP": 21737, + "n_pred": 25502, + "n_ref": 23643 + }, + "11": { + "Dice": 0.0, + "FN": 1882, + "FP": 0, + "IoU": 0.0, + "TN": 2451366, + "TP": 0, + "n_pred": 0, + "n_ref": 1882 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.795748574346753, + "FN": 17248, + "FP": 1950, + "IoU": 0.6607827546603057, + "TN": 2396653, + "TP": 37397, + "n_pred": 39347, + "n_ref": 54645 + }, + "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": 849, + "IoU": 0.0, + "TN": 2452399, + "TP": 0, + "n_pred": 849, + "n_ref": 0 + }, + "2": { + "Dice": 0.04403710328802995, + "FN": 207352, + "FP": 4, + "IoU": 0.02251428355929327, + "TN": 2241116, + "TP": 4776, + "n_pred": 4780, + "n_ref": 212128 + }, + "3": { + "Dice": 0.05337106792226007, + "FN": 5123, + "FP": 70471, + "IoU": 0.027417175940816982, + "TN": 2375523, + "TP": 2131, + "n_pred": 72602, + "n_ref": 7254 + }, + "4": { + "Dice": 0.6269212295869356, + "FN": 2847, + "FP": 3367, + "IoU": 0.4565806733712287, + "TN": 2441813, + "TP": 5221, + "n_pred": 8588, + "n_ref": 8068 + }, + "5": { + "Dice": 0.06503597122302159, + "FN": 3249, + "FP": 0, + "IoU": 0.03361094586555621, + "TN": 2449886, + "TP": 113, + "n_pred": 113, + "n_ref": 3362 + }, + "6": { + "Dice": 0.9707989156561617, + "FN": 4156, + "FP": 10483, + "IoU": 0.9432548511888611, + "TN": 2195270, + "TP": 243339, + "n_pred": 253822, + "n_ref": 247495 + }, + "7": { + "Dice": 0.9680224714302631, + "FN": 8082, + "FP": 8391, + "IoU": 0.9380266959609944, + "TN": 2187440, + "TP": 249335, + "n_pred": 257726, + "n_ref": 257417 + }, + "8": { + "Dice": 0.9134615384615384, + "FN": 13929, + "FP": 8247, + "IoU": 0.8407079646017699, + "TN": 2314032, + "TP": 117040, + "n_pred": 125287, + "n_ref": 130969 + }, + "9": { + "Dice": 0.9135859997928963, + "FN": 1338, + "FP": 2000, + "IoU": 0.8409188390601916, + "TN": 2432265, + "TP": 17645, + "n_pred": 19645, + "n_ref": 18983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0320.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": 0.9393279402613566, + "FN": 597, + "FP": 7203, + "IoU": 0.8855969492519801, + "TN": 983212, + "TP": 60380, + "n_pred": 67583, + "n_ref": 60977 + }, + "15": { + "Dice": 0.051207022677395755, + "FN": 149, + "FP": 2445, + "IoU": 0.026276276276276277, + "TN": 1048728, + "TP": 70, + "n_pred": 2515, + "n_ref": 219 + }, + "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": 0.7987665906958037, + "FN": 1310, + "FP": 191, + "IoU": 0.6649553571428571, + "TN": 1046912, + "TP": 2979, + "n_pred": 3170, + "n_ref": 4289 + }, + "7": { + "Dice": 0.6816042176614574, + "FN": 9, + "FP": 1682, + "IoU": 0.5169951442445015, + "TN": 1047891, + "TP": 1810, + "n_pred": 3492, + "n_ref": 1819 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7479033707585967, + "FN": 119301, + "FP": 2441, + "IoU": 0.5973208083881851, + "TN": 5480326, + "TP": 180588, + "n_pred": 183029, + "n_ref": 299889 + }, + "10": { + "Dice": 0.8405879657721694, + "FN": 9263, + "FP": 3610, + "IoU": 0.7250122829128661, + "TN": 5735843, + "TP": 33940, + "n_pred": 37550, + "n_ref": 43203 + }, + "11": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 5782640, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "12": { + "Dice": 0.0, + "FN": 3379, + "FP": 0, + "IoU": 0.0, + "TN": 5779277, + "TP": 0, + "n_pred": 0, + "n_ref": 3379 + }, + "13": { + "Dice": 0.6754502509595512, + "FN": 10108, + "FP": 7480, + "IoU": 0.5099470604625244, + "TN": 5746766, + "TP": 18302, + "n_pred": 25782, + "n_ref": 28410 + }, + "14": { + "Dice": 0.7833493815272943, + "FN": 533, + "FP": 8242, + "IoU": 0.6438572994033849, + "TN": 5758017, + "TP": 15864, + "n_pred": 24106, + "n_ref": 16397 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29237, + "IoU": 0.0, + "TN": 5753419, + "TP": 0, + "n_pred": 29237, + "n_ref": 0 + }, + "2": { + "Dice": 0.9094478752862104, + "FN": 8666, + "FP": 9091, + "IoU": 0.8339334312194301, + "TN": 5675729, + "TP": 89170, + "n_pred": 98261, + "n_ref": 97836 + }, + "3": { + "Dice": 0.9510594186316595, + "FN": 8888, + "FP": 2490, + "IoU": 0.9066856936653217, + "TN": 5660724, + "TP": 110554, + "n_pred": 113044, + "n_ref": 119442 + }, + "4": { + "Dice": 0.7809619881700216, + "FN": 2607, + "FP": 6947, + "IoU": 0.6406379297374558, + "TN": 5756070, + "TP": 17032, + "n_pred": 23979, + "n_ref": 19639 + }, + "5": { + "Dice": 0.7416839916839917, + "FN": 5861, + "FP": 1097, + "IoU": 0.5894258570838496, + "TN": 5765709, + "TP": 9989, + "n_pred": 11086, + "n_ref": 15850 + }, + "6": { + "Dice": 0.5798059764118274, + "FN": 15862, + "FP": 898447, + "IoU": 0.408258284982024, + "TN": 4237541, + "TP": 630806, + "n_pred": 1529253, + "n_ref": 646668 + }, + "7": { + "Dice": 0.8100850243736538, + "FN": 51755, + "FP": 32007, + "IoU": 0.6807923599307942, + "TN": 5520250, + "TP": 178644, + "n_pred": 210651, + "n_ref": 230399 + }, + "8": { + "Dice": 0.570229408117518, + "FN": 1022, + "FP": 7989, + "IoU": 0.3988258055907666, + "TN": 5767667, + "TP": 5978, + "n_pred": 13967, + "n_ref": 7000 + }, + "9": { + "Dice": 0.8456343599886974, + "FN": 4328, + "FP": 6598, + "IoU": 0.732553300859178, + "TN": 5741803, + "TP": 29927, + "n_pred": 36525, + "n_ref": 34255 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8843537414965986, + "FN": 71, + "FP": 14, + "IoU": 0.7926829268292683, + "TN": 1576678, + "TP": 325, + "n_pred": 339, + "n_ref": 396 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1044, + "IoU": 0.0, + "TN": 1576044, + "TP": 0, + "n_pred": 1044, + "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": 0.09234828496042216, + "FN": 187, + "FP": 6005, + "IoU": 0.048409405255878286, + "TN": 1570581, + "TP": 315, + "n_pred": 6320, + "n_ref": 502 + }, + "14": { + "Dice": 0.9375200019694246, + "FN": 2136, + "FP": 8016, + "IoU": 0.8823883778586158, + "TN": 1490770, + "TP": 76166, + "n_pred": 84182, + "n_ref": 78302 + }, + "15": { + "Dice": 0.8275290389599488, + "FN": 5500, + "FP": 10937, + "IoU": 0.7057991766601038, + "TN": 1521218, + "TP": 39433, + "n_pred": 50370, + "n_ref": 44933 + }, + "2": { + "Dice": 0.9542853125219715, + "FN": 2676, + "FP": 7077, + "IoU": 0.9125675712018934, + "TN": 1465539, + "TP": 101796, + "n_pred": 108873, + "n_ref": 104472 + }, + "3": { + "Dice": 0.9458503254381937, + "FN": 6812, + "FP": 3213, + "IoU": 0.8972637835622054, + "TN": 1479508, + "TP": 87555, + "n_pred": 90768, + "n_ref": 94367 + }, + "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": 0.897026917483251, + "FN": 2985, + "FP": 1334, + "IoU": 0.8132808784747741, + "TN": 1553957, + "TP": 18812, + "n_pred": 20146, + "n_ref": 21797 + }, + "7": { + "Dice": 0.899084920411145, + "FN": 2050, + "FP": 1887, + "IoU": 0.8166705471478464, + "TN": 1555613, + "TP": 17538, + "n_pred": 19425, + "n_ref": 19588 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.31486880466472306, + "FN": 212, + "FP": 23, + "IoU": 0.18685121107266436, + "TN": 1576799, + "TP": 54, + "n_pred": 77, + "n_ref": 266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763932777152105, + "FN": 1393, + "FP": 766, + "IoU": 0.953875405913519, + "TN": 4859688, + "TP": 44649, + "n_pred": 45415, + "n_ref": 46042 + }, + "10": { + "Dice": 0.7713867672523725, + "FN": 7417, + "FP": 9614, + "IoU": 0.6278515863997902, + "TN": 4860732, + "TP": 28733, + "n_pred": 38347, + "n_ref": 36150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.760541253848893, + "FN": 8695, + "FP": 14169, + "IoU": 0.6136075575008872, + "TN": 4847323, + "TP": 36309, + "n_pred": 50478, + "n_ref": 45004 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 4906276, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "2": { + "Dice": 0.963221195746906, + "FN": 21, + "FP": 190, + "IoU": 0.9290517821116342, + "TN": 4903522, + "TP": 2763, + "n_pred": 2953, + "n_ref": 2784 + }, + "3": { + "Dice": 0.7422680412371134, + "FN": 0, + "FP": 50, + "IoU": 0.5901639344262295, + "TN": 4906374, + "TP": 72, + "n_pred": 122, + "n_ref": 72 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 4906327, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "5": { + "Dice": 0.6857772877618522, + "FN": 14, + "FP": 556, + "IoU": 0.5218120805369127, + "TN": 4905304, + "TP": 622, + "n_pred": 1178, + "n_ref": 636 + }, + "6": { + "Dice": 0.9567052829502032, + "FN": 3449, + "FP": 3689, + "IoU": 0.9170038602855681, + "TN": 4820492, + "TP": 78866, + "n_pred": 82555, + "n_ref": 82315 + }, + "7": { + "Dice": 0.9252058893000551, + "FN": 38244, + "FP": 9254, + "IoU": 0.8608215099890411, + "TN": 4565222, + "TP": 293776, + "n_pred": 303030, + "n_ref": 332020 + }, + "8": { + "Dice": 0.9227554845449517, + "FN": 832, + "FP": 1682, + "IoU": 0.8565887050770108, + "TN": 4888966, + "TP": 15016, + "n_pred": 16698, + "n_ref": 15848 + }, + "9": { + "Dice": 0.8843486253864795, + "FN": 1533, + "FP": 1235, + "IoU": 0.7926747060145307, + "TN": 4893145, + "TP": 10583, + "n_pred": 11818, + "n_ref": 12116 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838753611887048, + "FN": 854, + "FP": 2165, + "IoU": 0.9682624784491821, + "TN": 1481964, + "TP": 92105, + "n_pred": 94270, + "n_ref": 92959 + }, + "10": { + "Dice": 0.6235045742434905, + "FN": 356, + "FP": 1249, + "IoU": 0.45296523517382414, + "TN": 1574154, + "TP": 1329, + "n_pred": 2578, + "n_ref": 1685 + }, + "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": 0.8900101842421998, + "FN": 1874, + "FP": 502, + "IoU": 0.8018183334723497, + "TN": 1565099, + "TP": 9613, + "n_pred": 10115, + "n_ref": 11487 + }, + "6": { + "Dice": 0.928298710278688, + "FN": 1046, + "FP": 1339, + "IoU": 0.8661916517055656, + "TN": 1559264, + "TP": 15439, + "n_pred": 16778, + "n_ref": 16485 + }, + "7": { + "Dice": 0.9606253711937591, + "FN": 8005, + "FP": 1807, + "IoU": 0.9242340004941932, + "TN": 1447584, + "TP": 119692, + "n_pred": 121499, + "n_ref": 127697 + }, + "8": { + "Dice": 0.9700506619643406, + "FN": 1349, + "FP": 791, + "IoU": 0.9418430850341061, + "TN": 1540291, + "TP": 34657, + "n_pred": 35448, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9302857142857143, + "FN": 251, + "FP": 542, + "IoU": 0.8696581196581197, + "TN": 1571004, + "TP": 5291, + "n_pred": 5833, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6302900802587121, + "FN": 9310.064444444444, + "FP": 5670.08, + "IoU": 0.5470721636881526, + "TN": 2620881.964444445, + "TP": 39346.42444444445, + "n_pred": 45016.50444444445, + "n_ref": 48656.488888888896 + }, + "mean": { + "1": { + "Dice": 0.6968772081599065, + "FN": 9060.3, + "FP": 5558.2, + "IoU": 0.6371152391987566, + "TN": 2614171.6666666665, + "TP": 46418.36666666667, + "n_pred": 51976.566666666666, + "n_ref": 55478.666666666664 + }, + "10": { + "Dice": 0.7212937459194481, + "FN": 6973.033333333334, + "FP": 4817.266666666666, + "IoU": 0.6054351860045771, + "TN": 2645049.6333333333, + "TP": 18368.6, + "n_pred": 23185.866666666665, + "n_ref": 25341.633333333335 + }, + "11": { + "Dice": 0.23288718472136136, + "FN": 318.73333333333335, + "FP": 74.53333333333333, + "IoU": 0.15207231986495434, + "TN": 2674667.0, + "TP": 148.26666666666668, + "n_pred": 222.8, + "n_ref": 467.0 + }, + "12": { + "Dice": 0.1275168152475765, + "FN": 566.8666666666667, + "FP": 339.46666666666664, + "IoU": 0.08192474075916158, + "TN": 2674095.6666666665, + "TP": 206.53333333333333, + "n_pred": 546.0, + "n_ref": 773.4 + }, + "13": { + "Dice": 0.6370356450876432, + "FN": 4465.533333333334, + "FP": 5595.333333333333, + "IoU": 0.5125924690686559, + "TN": 2653238.9, + "TP": 11908.766666666666, + "n_pred": 17504.1, + "n_ref": 16374.3 + }, + "14": { + "Dice": 0.687513635702282, + "FN": 14922.6, + "FP": 1824.2333333333333, + "IoU": 0.6253621308091828, + "TN": 2615984.2, + "TP": 42477.5, + "n_pred": 44301.73333333333, + "n_ref": 57400.1 + }, + "15": { + "Dice": 0.6988918900671152, + "FN": 2356.366666666667, + "FP": 4296.166666666667, + "IoU": 0.5890263708316136, + "TN": 2655331.3333333335, + "TP": 13224.666666666666, + "n_pred": 17520.833333333332, + "n_ref": 15581.033333333333 + }, + "2": { + "Dice": 0.83796893854986, + "FN": 5054.8, + "FP": 4237.433333333333, + "IoU": 0.7662807912707154, + "TN": 2624906.433333333, + "TP": 41009.86666666667, + "n_pred": 45247.3, + "n_ref": 46064.666666666664 + }, + "3": { + "Dice": 0.833701314540404, + "FN": 4211.033333333334, + "FP": 3180.0666666666666, + "IoU": 0.7693397883261661, + "TN": 2631852.7, + "TP": 35964.73333333333, + "n_pred": 39144.8, + "n_ref": 40175.76666666667 + }, + "4": { + "Dice": 0.584378212298394, + "FN": 3976.766666666667, + "FP": 1531.1, + "IoU": 0.49111742282444865, + "TN": 2662032.533333333, + "TP": 7668.133333333333, + "n_pred": 9199.233333333334, + "n_ref": 11644.9 + }, + "5": { + "Dice": 0.31194359406586336, + "FN": 596.8666666666667, + "FP": 518.2333333333333, + "IoU": 0.2395067394224116, + "TN": 2673145.4, + "TP": 948.0333333333333, + "n_pred": 1466.2666666666667, + "n_ref": 1544.9 + }, + "6": { + "Dice": 0.9197713104337345, + "FN": 60955.36666666667, + "FP": 14945.9, + "IoU": 0.8577204447489878, + "TN": 2327488.2, + "TP": 271819.06666666665, + "n_pred": 286764.9666666667, + "n_ref": 332774.43333333335 + }, + "7": { + "Dice": 0.6990509765402371, + "FN": 20444.266666666666, + "FP": 33800.03333333333, + "IoU": 0.6006906641672358, + "TN": 2545822.5, + "TP": 75141.73333333334, + "n_pred": 108941.76666666666, + "n_ref": 95586.0 + }, + "8": { + "Dice": 0.7110164641579578, + "FN": 3726.766666666667, + "FP": 2130.9, + "IoU": 0.6246667827341247, + "TN": 2654400.933333333, + "TP": 14949.933333333332, + "n_pred": 17080.833333333332, + "n_ref": 18676.7 + }, + "9": { + "Dice": 0.754504268388897, + "FN": 2021.6666666666667, + "FP": 2202.3333333333335, + "IoU": 0.6532313652912964, + "TN": 2661042.3666666667, + "TP": 9942.166666666666, + "n_pred": 12144.5, + "n_ref": 11963.833333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9691325039659348, + "FN": 2371, + "FP": 5023, + "IoU": 0.9401135526091993, + "TN": 4257333, + "TP": 116073, + "n_pred": 121096, + "n_ref": 118444 + }, + "10": { + "Dice": 0.6442145376142803, + "FN": 6374, + "FP": 14913, + "IoU": 0.4751596439754432, + "TN": 4340241, + "TP": 19272, + "n_pred": 34185, + "n_ref": 25646 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.041884816753926704, + "FN": 549, + "FP": 0, + "IoU": 0.0213903743315508, + "TN": 4380239, + "TP": 12, + "n_pred": 12, + "n_ref": 561 + }, + "13": { + "Dice": 0.3786270813283588, + "FN": 13570, + "FP": 33563, + "IoU": 0.2335225147577773, + "TN": 4319307, + "TP": 14360, + "n_pred": 47923, + "n_ref": 27930 + }, + "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": 0.8784125085514398, + "FN": 2993, + "FP": 25266, + "IoU": 0.7831867912657858, + "TN": 4250462, + "TP": 102079, + "n_pred": 127345, + "n_ref": 105072 + }, + "3": { + "Dice": 0.8628822133679546, + "FN": 19747, + "FP": 10881, + "IoU": 0.758832746714541, + "TN": 4253801, + "TP": 96371, + "n_pred": 107252, + "n_ref": 116118 + }, + "4": { + "Dice": 0.7578368741643143, + "FN": 1410, + "FP": 1850, + "IoU": 0.6100944863054658, + "TN": 4372439, + "TP": 5101, + "n_pred": 6951, + "n_ref": 6511 + }, + "5": { + "Dice": 0.7399558498896247, + "FN": 464, + "FP": 125, + "IoU": 0.5872459705676244, + "TN": 4379373, + "TP": 838, + "n_pred": 963, + "n_ref": 1302 + }, + "6": { + "Dice": 0.9638223166664321, + "FN": 13970, + "FP": 6596, + "IoU": 0.9301708888051365, + "TN": 4086281, + "TP": 273953, + "n_pred": 280549, + "n_ref": 287923 + }, + "7": { + "Dice": 0.941116366033744, + "FN": 16970, + "FP": 10807, + "IoU": 0.8887816714180466, + "TN": 4131048, + "TP": 221975, + "n_pred": 232782, + "n_ref": 238945 + }, + "8": { + "Dice": 0.8777845902309421, + "FN": 912, + "FP": 284, + "IoU": 0.7821890366053542, + "TN": 4375309, + "TP": 4295, + "n_pred": 4579, + "n_ref": 5207 + }, + "9": { + "Dice": 0.7669008700717173, + "FN": 3595, + "FP": 2808, + "IoU": 0.6219296173830893, + "TN": 4363864, + "TP": 10533, + "n_pred": 13341, + "n_ref": 14128 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745336825451693, + "FN": 6838, + "FP": 824, + "IoU": 0.9503322205296082, + "TN": 3175143, + "TP": 146603, + "n_pred": 147427, + "n_ref": 153441 + }, + "10": { + "Dice": 0.2957983193277311, + "FN": 75, + "FP": 344, + "IoU": 0.17357001972386588, + "TN": 3328901, + "TP": 88, + "n_pred": 432, + "n_ref": 163 + }, + "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": 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": 0.9216362740266141, + "FN": 52, + "FP": 107, + "IoU": 0.8546617915904936, + "TN": 3328314, + "TP": 935, + "n_pred": 1042, + "n_ref": 987 + }, + "3": { + "Dice": 0.8555574822264609, + "FN": 635, + "FP": 198, + "IoU": 0.7475757575757576, + "TN": 3326108, + "TP": 2467, + "n_pred": 2665, + "n_ref": 3102 + }, + "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": 0.977699004732875, + "FN": 5015, + "FP": 1855, + "IoU": 0.9563709800335315, + "TN": 3171944, + "TP": 150594, + "n_pred": 152449, + "n_ref": 155609 + }, + "7": { + "Dice": 0.625, + "FN": 12, + "FP": 0, + "IoU": 0.45454545454545453, + "TN": 3329386, + "TP": 10, + "n_pred": 10, + "n_ref": 22 + }, + "8": { + "Dice": 0.0, + "FN": 2323, + "FP": 0, + "IoU": 0.0, + "TN": 3327085, + "TP": 0, + "n_pred": 0, + "n_ref": 2323 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0007.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": 0.8718256707213223, + "FN": 1125, + "FP": 13174, + "IoU": 0.7727756678161102, + "TN": 1514159, + "TP": 48630, + "n_pred": 61804, + "n_ref": 49755 + }, + "15": { + "Dice": 0.8945773238048605, + "FN": 16728, + "FP": 281, + "IoU": 0.8092626857303056, + "TN": 1487913, + "TP": 72166, + "n_pred": 72447, + "n_ref": 88894 + }, + "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": 0.841107124551512, + "FN": 312, + "FP": 308, + "IoU": 0.7257850508624503, + "TN": 1574827, + "TP": 1641, + "n_pred": 1949, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9364827586206896, + "FN": 6978, + "FP": 5916, + "IoU": 0.8805524933532196, + "TN": 1469141, + "TP": 95053, + "n_pred": 100969, + "n_ref": 102031 + }, + "7": { + "Dice": 0.9522335159798749, + "FN": 2882, + "FP": 4153, + "IoU": 0.9088222714724523, + "TN": 1499931, + "TP": 70122, + "n_pred": 74275, + "n_ref": 73004 + }, + "8": { + "Dice": 0.882821937666103, + "FN": 340, + "FP": 145, + "IoU": 0.7902249134948097, + "TN": 1574776, + "TP": 1827, + "n_pred": 1972, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8321400159108989, + "FN": 5774, + "FP": 2877, + "IoU": 0.7125340599455041, + "TN": 1546994, + "TP": 21443, + "n_pred": 24320, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7020067999004893, + "FN": 9064, + "FP": 5310, + "IoU": 0.54084012138636, + "TN": 1896247, + "TP": 16931, + "n_pred": 22241, + "n_ref": 25995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1927540, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.23801065719360567, + "FN": 141, + "FP": 717, + "IoU": 0.1350806451612903, + "TN": 1926560, + "TP": 134, + "n_pred": 851, + "n_ref": 275 + }, + "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": 12, + "FP": 3580, + "IoU": 0.0, + "TN": 1923960, + "TP": 0, + "n_pred": 3580, + "n_ref": 12 + }, + "6": { + "Dice": 0.9502529249293983, + "FN": 2848, + "FP": 5167, + "IoU": 0.9052208360432803, + "TN": 1842987, + "TP": 76550, + "n_pred": 81717, + "n_ref": 79398 + }, + "7": { + "Dice": 0.9376470876642479, + "FN": 16455, + "FP": 3893, + "IoU": 0.8826135616296108, + "TN": 1754210, + "TP": 152994, + "n_pred": 156887, + "n_ref": 169449 + }, + "8": { + "Dice": 0.9219189198725111, + "FN": 4020, + "FP": 2619, + "IoU": 0.8551480374402723, + "TN": 1881719, + "TP": 39194, + "n_pred": 41813, + "n_ref": 43214 + }, + "9": { + "Dice": 0.7978339350180506, + "FN": 28, + "FP": 308, + "IoU": 0.6636636636636637, + "TN": 1926553, + "TP": 663, + "n_pred": 971, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8004386672257523, + "FN": 998, + "FP": 5189, + "IoU": 0.6672761495025544, + "TN": 2084189, + "TP": 12408, + "n_pred": 17597, + "n_ref": 13406 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 2102404, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8448658917474321, + "FN": 6736, + "FP": 2900, + "IoU": 0.7314006968641115, + "TN": 2066909, + "TP": 26239, + "n_pred": 29139, + "n_ref": 32975 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2102766, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9416893732970028, + "FN": 226, + "FP": 202, + "IoU": 0.8898043254376931, + "TN": 2098900, + "TP": 3456, + "n_pred": 3658, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.6176203451407811, + "FN": 158, + "FP": 263, + "IoU": 0.4467805519053876, + "TN": 2102023, + "TP": 340, + "n_pred": 603, + "n_ref": 498 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3962, + "IoU": 0.0, + "TN": 2098822, + "TP": 0, + "n_pred": 3962, + "n_ref": 0 + }, + "6": { + "Dice": 0.9247786261094111, + "FN": 4047, + "FP": 3352, + "IoU": 0.8600820710652219, + "TN": 2049903, + "TP": 45482, + "n_pred": 48834, + "n_ref": 49529 + }, + "7": { + "Dice": 0.8728470958540304, + "FN": 8206, + "FP": 4721, + "IoU": 0.774382155822396, + "TN": 2045488, + "TP": 44369, + "n_pred": 49090, + "n_ref": 52575 + }, + "8": { + "Dice": 0.7887236525236475, + "FN": 5227, + "FP": 11793, + "IoU": 0.6511508741724569, + "TN": 2053995, + "TP": 31769, + "n_pred": 43562, + "n_ref": 36996 + }, + "9": { + "Dice": 0.9174175568973525, + "FN": 258, + "FP": 631, + "IoU": 0.8474343573022138, + "TN": 2096957, + "TP": 4938, + "n_pred": 5569, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.877302568678692, + "FN": 132, + "FP": 1793, + "IoU": 0.7814238673782219, + "TN": 1393049, + "TP": 6882, + "n_pred": 8675, + "n_ref": 7014 + }, + "10": { + "Dice": 0.6610232009147579, + "FN": 14518, + "FP": 3862, + "IoU": 0.49367786011404646, + "TN": 1365555, + "TP": 17921, + "n_pred": 21783, + "n_ref": 32439 + }, + "11": { + "Dice": 0.0, + "FN": 681, + "FP": 0, + "IoU": 0.0, + "TN": 1401175, + "TP": 0, + "n_pred": 0, + "n_ref": 681 + }, + "12": { + "Dice": 0.01609952433223564, + "FN": 2689, + "FP": 0, + "IoU": 0.008115086683880487, + "TN": 1399145, + "TP": 22, + "n_pred": 22, + "n_ref": 2711 + }, + "13": { + "Dice": 0.7956455309396486, + "FN": 8505, + "FP": 5405, + "IoU": 0.660640659689185, + "TN": 1360867, + "TP": 27079, + "n_pred": 32484, + "n_ref": 35584 + }, + "14": { + "Dice": 0.9607092911162103, + "FN": 8708, + "FP": 5761, + "IoU": 0.9243893772013252, + "TN": 1210494, + "TP": 176893, + "n_pred": 182654, + "n_ref": 185601 + }, + "15": { + "Dice": 0.7765264060316379, + "FN": 5051, + "FP": 13978, + "IoU": 0.6346899596851603, + "TN": 1349766, + "TP": 33061, + "n_pred": 47039, + "n_ref": 38112 + }, + "2": { + "Dice": 0.9191251369375949, + "FN": 2238, + "FP": 6178, + "IoU": 0.8503529579117695, + "TN": 1345617, + "TP": 47823, + "n_pred": 54001, + "n_ref": 50061 + }, + "3": { + "Dice": 0.9246302838483913, + "FN": 5235, + "FP": 1528, + "IoU": 0.8598254813770805, + "TN": 1353609, + "TP": 41484, + "n_pred": 43012, + "n_ref": 46719 + }, + "4": { + "Dice": 0.4174397031539889, + "FN": 1876, + "FP": 8, + "IoU": 0.2637749120750293, + "TN": 1399297, + "TP": 675, + "n_pred": 683, + "n_ref": 2551 + }, + "5": { + "Dice": 0.09574468085106383, + "FN": 492, + "FP": 18, + "IoU": 0.05027932960893855, + "TN": 1401319, + "TP": 27, + "n_pred": 45, + "n_ref": 519 + }, + "6": { + "Dice": 0.8722208165106327, + "FN": 6016, + "FP": 5599, + "IoU": 0.7733968043389196, + "TN": 1350599, + "TP": 39642, + "n_pred": 45241, + "n_ref": 45658 + }, + "7": { + "Dice": 0.9443801816277514, + "FN": 9357, + "FP": 3866, + "IoU": 0.894621496481539, + "TN": 1276375, + "TP": 112258, + "n_pred": 116124, + "n_ref": 121615 + }, + "8": { + "Dice": 0.7484662576687117, + "FN": 85, + "FP": 38, + "IoU": 0.5980392156862745, + "TN": 1401550, + "TP": 183, + "n_pred": 221, + "n_ref": 268 + }, + "9": { + "Dice": 0.8161714054965676, + "FN": 5232, + "FP": 2507, + "IoU": 0.6894337653998956, + "TN": 1376937, + "TP": 17180, + "n_pred": 19687, + "n_ref": 22412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15940, + "IoU": 0.0, + "TN": 6117180, + "TP": 0, + "n_pred": 15940, + "n_ref": 0 + }, + "10": { + "Dice": 0.7835770780480525, + "FN": 6046, + "FP": 5556, + "IoU": 0.644165005367275, + "TN": 6100515, + "TP": 21003, + "n_pred": 26559, + "n_ref": 27049 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 331, + "IoU": 0.0, + "TN": 6132774, + "TP": 0, + "n_pred": 331, + "n_ref": 15 + }, + "13": { + "Dice": 0.6815064578809007, + "FN": 25715, + "FP": 7723, + "IoU": 0.5168826665510814, + "TN": 6063907, + "TP": 35775, + "n_pred": 43498, + "n_ref": 61490 + }, + "14": { + "Dice": 0.9316850178096973, + "FN": 8264, + "FP": 3512, + "IoU": 0.8721070408462482, + "TN": 6041043, + "TP": 80301, + "n_pred": 83813, + "n_ref": 88565 + }, + "15": { + "Dice": 0.7007085916740479, + "FN": 5237, + "FP": 1521, + "IoU": 0.5393005658190743, + "TN": 6118451, + "TP": 7911, + "n_pred": 9432, + "n_ref": 13148 + }, + "2": { + "Dice": 0.9061232281773494, + "FN": 1426, + "FP": 8409, + "IoU": 0.8283595113438046, + "TN": 6075820, + "TP": 47465, + "n_pred": 55874, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 6133104, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 2134, + "IoU": 0.0, + "TN": 6130924, + "TP": 0, + "n_pred": 2134, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9095129353711535, + "FN": 4556, + "FP": 17119, + "IoU": 0.8340428464235946, + "TN": 6002514, + "TP": 108931, + "n_pred": 126050, + "n_ref": 113487 + }, + "7": { + "Dice": 0.7971543921748934, + "FN": 48916, + "FP": 15496, + "IoU": 0.662723783492253, + "TN": 5942143, + "TP": 126565, + "n_pred": 142061, + "n_ref": 175481 + }, + "8": { + "Dice": 0.0011444921316165952, + "FN": 211, + "FP": 3280, + "IoU": 0.000572573718866304, + "TN": 6129627, + "TP": 2, + "n_pred": 3282, + "n_ref": 213 + }, + "9": { + "Dice": 0.4221276595744681, + "FN": 975, + "FP": 7852, + "IoU": 0.267529665587918, + "TN": 6121069, + "TP": 3224, + "n_pred": 11076, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6636590186474177, + "FN": 1491, + "FP": 6337, + "IoU": 0.49662401131760014, + "TN": 1561537, + "TP": 7723, + "n_pred": 14060, + "n_ref": 9214 + }, + "10": { + "Dice": 0.5637213963587774, + "FN": 6910, + "FP": 3538, + "IoU": 0.3924874985463426, + "TN": 1559890, + "TP": 6750, + "n_pred": 10288, + "n_ref": 13660 + }, + "11": { + "Dice": 0.29088277858176553, + "FN": 1652, + "FP": 308, + "IoU": 0.170194750211685, + "TN": 1574726, + "TP": 402, + "n_pred": 710, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 276, + "FP": 0, + "IoU": 0.0, + "TN": 1576812, + "TP": 0, + "n_pred": 0, + "n_ref": 276 + }, + "13": { + "Dice": 0.0, + "FN": 3, + "FP": 2427, + "IoU": 0.0, + "TN": 1574658, + "TP": 0, + "n_pred": 2427, + "n_ref": 3 + }, + "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": 0.916754478398314, + "FN": 16, + "FP": 695, + "IoU": 0.8463035019455253, + "TN": 1572462, + "TP": 3915, + "n_pred": 4610, + "n_ref": 3931 + }, + "3": { + "Dice": 0.8782894736842105, + "FN": 30, + "FP": 118, + "IoU": 0.782991202346041, + "TN": 1576406, + "TP": 534, + "n_pred": 652, + "n_ref": 564 + }, + "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": 330, + "IoU": 0.0, + "TN": 1576758, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "6": { + "Dice": 0.9456736925601099, + "FN": 78679, + "FP": 3371, + "IoU": 0.8969459320960984, + "TN": 780904, + "TP": 714134, + "n_pred": 717505, + "n_ref": 792813 + }, + "7": { + "Dice": 0.734054273025032, + "FN": 10621, + "FP": 43212, + "IoU": 0.5798465584927455, + "TN": 1448961, + "TP": 74294, + "n_pred": 117506, + "n_ref": 84915 + }, + "8": { + "Dice": 0.5299145299145299, + "FN": 55, + "FP": 0, + "IoU": 0.36046511627906974, + "TN": 1577002, + "TP": 31, + "n_pred": 31, + "n_ref": 86 + }, + "9": { + "Dice": 0.8478731738789806, + "FN": 1073, + "FP": 2228, + "IoU": 0.73592, + "TN": 1564588, + "TP": 9199, + "n_pred": 11427, + "n_ref": 10272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7861250898634076, + "FN": 2330, + "FP": 7190, + "IoU": 0.6476162274207877, + "TN": 2601464, + "TP": 17496, + "n_pred": 24686, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 61, + "IoU": 0.0, + "TN": 2628379, + "TP": 0, + "n_pred": 61, + "n_ref": 40 + }, + "13": { + "Dice": 0.623233620847862, + "FN": 231, + "FP": 1822, + "IoU": 0.45267928552386033, + "TN": 2624729, + "TP": 1698, + "n_pred": 3520, + "n_ref": 1929 + }, + "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": 0.9496167201729673, + "FN": 1460, + "FP": 3923, + "IoU": 0.904066866267465, + "TN": 2572368, + "TP": 50729, + "n_pred": 54652, + "n_ref": 52189 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.902450333487891, + "FN": 696, + "FP": 2039, + "IoU": 0.8222409983101521, + "TN": 2613094, + "TP": 12651, + "n_pred": 14690, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 2628387, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600706019276792, + "FN": 7254, + "FP": 13468, + "IoU": 0.9232074828419383, + "TN": 2358636, + "TP": 249122, + "n_pred": 262590, + "n_ref": 256376 + }, + "7": { + "Dice": 0.898459441599207, + "FN": 4043, + "FP": 5791, + "IoU": 0.8156390018934778, + "TN": 2575139, + "TP": 43507, + "n_pred": 49298, + "n_ref": 47550 + }, + "8": { + "Dice": 0.42857142857142855, + "FN": 157, + "FP": 3, + "IoU": 0.2727272727272727, + "TN": 2628260, + "TP": 60, + "n_pred": 63, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 2628476, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8444000544785945, + "FN": 13736, + "FP": 3401, + "IoU": 0.7307027468728393, + "TN": 2740076, + "TP": 46499, + "n_pred": 49900, + "n_ref": 60235 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1440677966101695, + "FN": 175, + "FP": 27, + "IoU": 0.0776255707762557, + "TN": 2803493, + "TP": 17, + "n_pred": 44, + "n_ref": 192 + }, + "13": { + "Dice": 0.7590108480111979, + "FN": 5934, + "FP": 6462, + "IoU": 0.6116176332362064, + "TN": 2771795, + "TP": 19521, + "n_pred": 25983, + "n_ref": 25455 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 2803082, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6559929466249407, + "FN": 37653, + "FP": 33359, + "IoU": 0.4880874285425933, + "TN": 2664993, + "TP": 67707, + "n_pred": 101066, + "n_ref": 105360 + }, + "3": { + "Dice": 0.695144125500303, + "FN": 54182, + "FP": 1649, + "IoU": 0.5327363267355735, + "TN": 2684227, + "TP": 63654, + "n_pred": 65303, + "n_ref": 117836 + }, + "4": { + "Dice": 0.15477315689981097, + "FN": 906, + "FP": 13402, + "IoU": 0.08387757715456524, + "TN": 2788094, + "TP": 1310, + "n_pred": 14712, + "n_ref": 2216 + }, + "5": { + "Dice": 0.4444444444444444, + "FN": 343, + "FP": 27, + "IoU": 0.2857142857142857, + "TN": 2803194, + "TP": 148, + "n_pred": 175, + "n_ref": 491 + }, + "6": { + "Dice": 0.9730344491435717, + "FN": 9442, + "FP": 1512, + "IoU": 0.9474849943429152, + "TN": 2595124, + "TP": 197634, + "n_pred": 199146, + "n_ref": 207076 + }, + "7": { + "Dice": 0.9492954282346057, + "FN": 6914, + "FP": 5043, + "IoU": 0.9034846271198753, + "TN": 2679825, + "TP": 111930, + "n_pred": 116973, + "n_ref": 118844 + }, + "8": { + "Dice": 0.9475433526011561, + "FN": 546, + "FP": 906, + "IoU": 0.9003158039269532, + "TN": 2789146, + "TP": 13114, + "n_pred": 14020, + "n_ref": 13660 + }, + "9": { + "Dice": 0.8581048962129615, + "FN": 962, + "FP": 2620, + "IoU": 0.7514743634219108, + "TN": 2789299, + "TP": 10831, + "n_pred": 13451, + "n_ref": 11793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8790804739761158, + "FN": 46656, + "FP": 306, + "IoU": 0.7842494073543195, + "TN": 1008956, + "TP": 170706, + "n_pred": 171012, + "n_ref": 217362 + }, + "10": { + "Dice": 0.9436893203883495, + "FN": 79, + "FP": 66, + "IoU": 0.8933823529411765, + "TN": 1225264, + "TP": 1215, + "n_pred": 1281, + "n_ref": 1294 + }, + "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": 0.8863883847549909, + "FN": 91, + "FP": 848, + "IoU": 0.7959582790091264, + "TN": 1222022, + "TP": 3663, + "n_pred": 4511, + "n_ref": 3754 + }, + "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": 0.32989690721649484, + "FN": 0, + "FP": 65, + "IoU": 0.19753086419753085, + "TN": 1226543, + "TP": 16, + "n_pred": 81, + "n_ref": 16 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9653114509511377, + "FN": 194, + "FP": 364, + "IoU": 0.9329488103821196, + "TN": 1218302, + "TP": 7764, + "n_pred": 8128, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8717532881247553, + "FN": 4638, + "FP": 50717, + "IoU": 0.7726619355050679, + "TN": 983132, + "TP": 188137, + "n_pred": 238854, + "n_ref": 192775 + }, + "7": { + "Dice": 0.9293280808474506, + "FN": 638, + "FP": 4439, + "IoU": 0.8679858546986323, + "TN": 1188166, + "TP": 33381, + "n_pred": 37820, + "n_ref": 34019 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7866762154186537, + "FN": 136253, + "FP": 7024, + "IoU": 0.6483646207348469, + "TN": 2221021, + "TP": 264182, + "n_pred": 271206, + "n_ref": 400435 + }, + "10": { + "Dice": 0.9148516414141414, + "FN": 3150, + "FP": 3324, + "IoU": 0.8430659588393571, + "TN": 2587227, + "TP": 34779, + "n_pred": 38103, + "n_ref": 37929 + }, + "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": 0.8561675632868183, + "FN": 2485, + "FP": 2782, + "IoU": 0.7485078546531061, + "TN": 2607537, + "TP": 15676, + "n_pred": 18458, + "n_ref": 18161 + }, + "14": { + "Dice": 0.9764809671118782, + "FN": 5896, + "FP": 209, + "IoU": 0.9540428030502631, + "TN": 2495639, + "TP": 126736, + "n_pred": 126945, + "n_ref": 132632 + }, + "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": 0.9032258064516129, + "FN": 6, + "FP": 0, + "IoU": 0.8235294117647058, + "TN": 2628446, + "TP": 28, + "n_pred": 28, + "n_ref": 34 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7356880520524189, + "FN": 11715, + "FP": 138263, + "IoU": 0.5818880801108438, + "TN": 2269777, + "TP": 208725, + "n_pred": 346988, + "n_ref": 220440 + }, + "7": { + "Dice": 0.897585483837482, + "FN": 462, + "FP": 4471, + "IoU": 0.8141996233521658, + "TN": 2601930, + "TP": 21617, + "n_pred": 26088, + "n_ref": 22079 + }, + "8": { + "Dice": 0.8914790646300522, + "FN": 11688, + "FP": 3246, + "IoU": 0.8042058892938616, + "TN": 2552206, + "TP": 61340, + "n_pred": 64586, + "n_ref": 73028 + }, + "9": { + "Dice": 0.9122338452407449, + "FN": 1711, + "FP": 655, + "IoU": 0.8386304733324239, + "TN": 2613818, + "TP": 12296, + "n_pred": 12951, + "n_ref": 14007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0159.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": 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": 0.8956426217502746, + "FN": 234, + "FP": 51, + "IoU": 0.8110079575596817, + "TN": 1750812, + "TP": 1223, + "n_pred": 1274, + "n_ref": 1457 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9065625959502916, + "FN": 1202, + "FP": 10362, + "IoU": 0.8290941873697589, + "TN": 1684657, + "TP": 56099, + "n_pred": 66461, + "n_ref": 57301 + }, + "7": { + "Dice": 0.7215686274509804, + "FN": 8061, + "FP": 53638, + "IoU": 0.5644171779141104, + "TN": 1610673, + "TP": 79948, + "n_pred": 133586, + "n_ref": 88009 + }, + "8": { + "Dice": 0.013544891640866873, + "FN": 989, + "FP": 14305, + "IoU": 0.006818624586012079, + "TN": 1736921, + "TP": 105, + "n_pred": 14410, + "n_ref": 1094 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7854307918475991, + "FN": 62055, + "FP": 1144, + "IoU": 0.6466743818101516, + "TN": 8232267, + "TP": 115670, + "n_pred": 116814, + "n_ref": 177725 + }, + "10": { + "Dice": 0.8047887047199338, + "FN": 9041, + "FP": 4868, + "IoU": 0.6733442930953499, + "TN": 8368556, + "TP": 28671, + "n_pred": 33539, + "n_ref": 37712 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 8411057, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 8411131, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.577385086297811, + "FN": 10055, + "FP": 22805, + "IoU": 0.405861825808668, + "TN": 8355829, + "TP": 22447, + "n_pred": 45252, + "n_ref": 32502 + }, + "14": { + "Dice": 0.8649219853567539, + "FN": 10679, + "FP": 1848, + "IoU": 0.7619934261774932, + "TN": 8358503, + "TP": 40106, + "n_pred": 41954, + "n_ref": 50785 + }, + "15": { + "Dice": 0.25666337611056267, + "FN": 3816, + "FP": 4467, + "IoU": 0.14722536806342015, + "TN": 8401423, + "TP": 1430, + "n_pred": 5897, + "n_ref": 5246 + }, + "2": { + "Dice": 0.893642698538305, + "FN": 35224, + "FP": 4963, + "IoU": 0.8077342621209657, + "TN": 8202118, + "TP": 168831, + "n_pred": 173794, + "n_ref": 204055 + }, + "3": { + "Dice": 0.9216278493330518, + "FN": 4700, + "FP": 12374, + "IoU": 0.8546473021980828, + "TN": 8293670, + "TP": 100392, + "n_pred": 112766, + "n_ref": 105092 + }, + "4": { + "Dice": 0.7219846898282086, + "FN": 1701, + "FP": 9158, + "IoU": 0.5649264794262591, + "TN": 8386177, + "TP": 14100, + "n_pred": 23258, + "n_ref": 15801 + }, + "5": { + "Dice": 0.7689364739471806, + "FN": 6679, + "FP": 1414, + "IoU": 0.6246115311470848, + "TN": 8389577, + "TP": 13466, + "n_pred": 14880, + "n_ref": 20145 + }, + "6": { + "Dice": 0.808514775349549, + "FN": 744913, + "FP": 82316, + "IoU": 0.6785772568742889, + "TN": 5837488, + "TP": 1746419, + "n_pred": 1828735, + "n_ref": 2491332 + }, + "7": { + "Dice": 0.32813499158260145, + "FN": 99172, + "FP": 3794, + "IoU": 0.19626883147295293, + "TN": 8283026, + "TP": 25144, + "n_pred": 28938, + "n_ref": 124316 + }, + "8": { + "Dice": 0.6874826070017254, + "FN": 5403, + "FP": 212, + "IoU": 0.5237893308455601, + "TN": 8399345, + "TP": 6176, + "n_pred": 6388, + "n_ref": 11579 + }, + "9": { + "Dice": 0.6753523570330959, + "FN": 25590, + "FP": 13706, + "IoU": 0.5098354725642081, + "TN": 8330967, + "TP": 40873, + "n_pred": 54579, + "n_ref": 66463 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8275370919881305, + "FN": 134, + "FP": 1319, + "IoU": 0.7058108928932982, + "TN": 2974005, + "TP": 3486, + "n_pred": 4805, + "n_ref": 3620 + }, + "10": { + "Dice": 0.8247341884584237, + "FN": 775, + "FP": 5934, + "IoU": 0.7017426869387392, + "TN": 2956450, + "TP": 15785, + "n_pred": 21719, + "n_ref": 16560 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5168756027000965, + "FN": 852, + "FP": 150, + "IoU": 0.34850455136540964, + "TN": 2977406, + "TP": 536, + "n_pred": 686, + "n_ref": 1388 + }, + "13": { + "Dice": 0.7556248973558877, + "FN": 8374, + "FP": 3530, + "IoU": 0.607232413884123, + "TN": 2948636, + "TP": 18404, + "n_pred": 21934, + "n_ref": 26778 + }, + "14": { + "Dice": 0.8592102133058441, + "FN": 7801, + "FP": 6403, + "IoU": 0.7531713759427241, + "TN": 2921398, + "TP": 43342, + "n_pred": 49745, + "n_ref": 51143 + }, + "15": { + "Dice": 0.8147843137254902, + "FN": 5169, + "FP": 4277, + "IoU": 0.687456572808788, + "TN": 2948721, + "TP": 20777, + "n_pred": 25054, + "n_ref": 25946 + }, + "2": { + "Dice": 0.9448405716578696, + "FN": 4685, + "FP": 7824, + "IoU": 0.8954481628832203, + "TN": 2859300, + "TP": 107135, + "n_pred": 114959, + "n_ref": 111820 + }, + "3": { + "Dice": 0.896389687756779, + "FN": 6088, + "FP": 1982, + "IoU": 0.8122338816631378, + "TN": 2935965, + "TP": 34909, + "n_pred": 36891, + "n_ref": 40997 + }, + "4": { + "Dice": 0.9175288138669571, + "FN": 4610, + "FP": 2660, + "IoU": 0.8476242375971998, + "TN": 2931233, + "TP": 40441, + "n_pred": 43101, + "n_ref": 45051 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 958, + "IoU": 0.0, + "TN": 2977986, + "TP": 0, + "n_pred": 958, + "n_ref": 0 + }, + "6": { + "Dice": 0.9349809808706148, + "FN": 7523, + "FP": 14886, + "IoU": 0.8779007361154246, + "TN": 2795413, + "TP": 161122, + "n_pred": 176008, + "n_ref": 168645 + }, + "7": { + "Dice": 0.0, + "FN": 157, + "FP": 80137, + "IoU": 0.0, + "TN": 2898650, + "TP": 0, + "n_pred": 80137, + "n_ref": 157 + }, + "8": { + "Dice": 0.9374627754615843, + "FN": 326, + "FP": 94, + "IoU": 0.8822869955156951, + "TN": 2975376, + "TP": 3148, + "n_pred": 3242, + "n_ref": 3474 + }, + "9": { + "Dice": 0.8749869994799792, + "FN": 1080, + "FP": 1324, + "IoU": 0.7777572339835445, + "TN": 2968127, + "TP": 8413, + "n_pred": 9737, + "n_ref": 9493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12838, + "IoU": 0.0, + "TN": 1564250, + "TP": 0, + "n_pred": 12838, + "n_ref": 0 + }, + "10": { + "Dice": 0.9482366325369739, + "FN": 177, + "FP": 5, + "IoU": 0.9015684153596538, + "TN": 1575239, + "TP": 1667, + "n_pred": 1672, + "n_ref": 1844 + }, + "11": { + "Dice": 0.35747021081576535, + "FN": 2102, + "FP": 1, + "IoU": 0.21763392857142858, + "TN": 1574400, + "TP": 585, + "n_pred": 586, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 1577021, + "TP": 0, + "n_pred": 67, + "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": 0.9262131852007127, + "FN": 388, + "FP": 3836, + "IoU": 0.8625671059053197, + "TN": 1546353, + "TP": 26511, + "n_pred": 30347, + "n_ref": 26899 + }, + "3": { + "Dice": 0.961440106703002, + "FN": 3631, + "FP": 4406, + "IoU": 0.9257435347814438, + "TN": 1468855, + "TP": 100196, + "n_pred": 104602, + "n_ref": 103827 + }, + "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": 0.986024618433708, + "FN": 4404, + "FP": 1350, + "IoU": 0.9724344755891329, + "TN": 1368349, + "TP": 202985, + "n_pred": 204335, + "n_ref": 207389 + }, + "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": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 1576902, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00572655690765927, + "FN": 32, + "FP": 1357, + "IoU": 0.002871500358937545, + "TN": 3328015, + "TP": 4, + "n_pred": 1361, + "n_ref": 36 + }, + "10": { + "Dice": 0.7692914848175318, + "FN": 6896, + "FP": 12980, + "IoU": 0.6250801675029237, + "TN": 3276394, + "TP": 33138, + "n_pred": 46118, + "n_ref": 40034 + }, + "11": { + "Dice": 0.39966130397967825, + "FN": 1454, + "FP": 673, + "IoU": 0.24973544973544973, + "TN": 3326573, + "TP": 708, + "n_pred": 1381, + "n_ref": 2162 + }, + "12": { + "Dice": 0.388755261575466, + "FN": 1684, + "FP": 2382, + "IoU": 0.2412763575293898, + "TN": 3324049, + "TP": 1293, + "n_pred": 3675, + "n_ref": 2977 + }, + "13": { + "Dice": 0.6080057268985265, + "FN": 6974, + "FP": 12739, + "IoU": 0.43678752035656127, + "TN": 3294407, + "TP": 15288, + "n_pred": 28027, + "n_ref": 22262 + }, + "14": { + "Dice": 0.9397436753364503, + "FN": 27483, + "FP": 496, + "IoU": 0.8863363070573133, + "TN": 3083252, + "TP": 218177, + "n_pred": 218673, + "n_ref": 245660 + }, + "15": { + "Dice": 0.8690642063641498, + "FN": 4319, + "FP": 6112, + "IoU": 0.7684469898774641, + "TN": 3284360, + "TP": 34617, + "n_pred": 40729, + "n_ref": 38936 + }, + "2": { + "Dice": 0.9728370798018261, + "FN": 1198, + "FP": 2119, + "IoU": 0.9471107851266025, + "TN": 3266692, + "TP": 59399, + "n_pred": 61518, + "n_ref": 60597 + }, + "3": { + "Dice": 0.9390565394039017, + "FN": 1305, + "FP": 660, + "IoU": 0.8851145930776426, + "TN": 3312304, + "TP": 15139, + "n_pred": 15799, + "n_ref": 16444 + }, + "4": { + "Dice": 0.43647234678624813, + "FN": 1880, + "FP": 382, + "IoU": 0.27915869980879543, + "TN": 3326270, + "TP": 876, + "n_pred": 1258, + "n_ref": 2756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8800740707600215, + "FN": 151097, + "FP": 7054, + "IoU": 0.7858323910379242, + "TN": 2590963, + "TP": 580294, + "n_pred": 587348, + "n_ref": 731391 + }, + "7": { + "Dice": 0.30563128650337923, + "FN": 26822, + "FP": 100269, + "IoU": 0.1803806243994299, + "TN": 3174347, + "TP": 27970, + "n_pred": 128239, + "n_ref": 54792 + }, + "8": { + "Dice": 0.9438779182762674, + "FN": 1431, + "FP": 908, + "IoU": 0.8937204652853508, + "TN": 3307400, + "TP": 19669, + "n_pred": 20577, + "n_ref": 21100 + }, + "9": { + "Dice": 0.8684713911885779, + "FN": 1549, + "FP": 7046, + "IoU": 0.7675204890319439, + "TN": 3292437, + "TP": 28376, + "n_pred": 35422, + "n_ref": 29925 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9932776783396412, + "FN": 1661, + "FP": 307, + "IoU": 0.9866451323950544, + "TN": 3882974, + "TP": 145394, + "n_pred": 145701, + "n_ref": 147055 + }, + "10": { + "Dice": 0.856423807726186, + "FN": 633, + "FP": 1649, + "IoU": 0.748899647887324, + "TN": 4021248, + "TP": 6806, + "n_pred": 8455, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5754385964912281, + "FN": 2341, + "FP": 442, + "IoU": 0.4039408866995074, + "TN": 4025667, + "TP": 1886, + "n_pred": 2328, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 4026648, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9722195680261229, + "FN": 3245, + "FP": 3442, + "IoU": 0.9459409206292745, + "TN": 3906638, + "TP": 117011, + "n_pred": 120453, + "n_ref": 120256 + }, + "15": { + "Dice": 0.8788838081838434, + "FN": 402, + "FP": 1664, + "IoU": 0.7839364149759465, + "TN": 4020774, + "TP": 7496, + "n_pred": 9160, + "n_ref": 7898 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9624109951978804, + "FN": 109, + "FP": 118, + "IoU": 0.9275454835620811, + "TN": 4027203, + "TP": 2906, + "n_pred": 3024, + "n_ref": 3015 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7816604547452027, + "FN": 469, + "FP": 12946, + "IoU": 0.6415784973816394, + "TN": 3992908, + "TP": 24013, + "n_pred": 36959, + "n_ref": 24482 + }, + "7": { + "Dice": 0.008206613565049481, + "FN": 0, + "FP": 32872, + "IoU": 0.004120213281628696, + "TN": 3997328, + "TP": 136, + "n_pred": 33008, + "n_ref": 136 + }, + "8": { + "Dice": 0.9478877582485353, + "FN": 255, + "FP": 252, + "IoU": 0.9009378663540446, + "TN": 4025218, + "TP": 4611, + "n_pred": 4863, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.043284991943101626, + "FN": 10, + "FP": 34426, + "IoU": 0.022121255146954424, + "TN": 4520817, + "TP": 779, + "n_pred": 35205, + "n_ref": 789 + }, + "10": { + "Dice": 0.9177013655888702, + "FN": 2022, + "FP": 1829, + "IoU": 0.8479188057815339, + "TN": 4530710, + "TP": 21471, + "n_pred": 23300, + "n_ref": 23493 + }, + "11": { + "Dice": 0.3465346534653465, + "FN": 3, + "FP": 129, + "IoU": 0.20958083832335328, + "TN": 4555865, + "TP": 35, + "n_pred": 164, + "n_ref": 38 + }, + "12": { + "Dice": 0.5137063462260608, + "FN": 189, + "FP": 1106, + "IoU": 0.34562910560889337, + "TN": 4554053, + "TP": 684, + "n_pred": 1790, + "n_ref": 873 + }, + "13": { + "Dice": 0.708130705571197, + "FN": 5845, + "FP": 4418, + "IoU": 0.5481442345793158, + "TN": 4533319, + "TP": 12450, + "n_pred": 16868, + "n_ref": 18295 + }, + "14": { + "Dice": 0.12631578947368421, + "FN": 89, + "FP": 1571, + "IoU": 0.06741573033707865, + "TN": 4554252, + "TP": 120, + "n_pred": 1691, + "n_ref": 209 + }, + "15": { + "Dice": 0.2441039912536029, + "FN": 36, + "FP": 53201, + "IoU": 0.1390196173564278, + "TN": 4494199, + "TP": 8596, + "n_pred": 61797, + "n_ref": 8632 + }, + "2": { + "Dice": 0.9802028353718949, + "FN": 855, + "FP": 244, + "IoU": 0.9611743093337102, + "TN": 4527726, + "TP": 27207, + "n_pred": 27451, + "n_ref": 28062 + }, + "3": { + "Dice": 0.9002105666156203, + "FN": 1221, + "FP": 9205, + "IoU": 0.8185299288113762, + "TN": 4498579, + "TP": 47027, + "n_pred": 56232, + "n_ref": 48248 + }, + "4": { + "Dice": 0.5215396087879309, + "FN": 15955, + "FP": 727, + "IoU": 0.3527585939318693, + "TN": 4530258, + "TP": 9092, + "n_pred": 9819, + "n_ref": 25047 + }, + "5": { + "Dice": 0.06526631657914479, + "FN": 2299, + "FP": 193, + "IoU": 0.033734005428460646, + "TN": 4553453, + "TP": 87, + "n_pred": 280, + "n_ref": 2386 + }, + "6": { + "Dice": 0.7761487349886483, + "FN": 621164, + "FP": 13515, + "IoU": 0.634185506995778, + "TN": 2821057, + "TP": 1100296, + "n_pred": 1113811, + "n_ref": 1721460 + }, + "7": { + "Dice": 0.2159968267276757, + "FN": 2879, + "FP": 414166, + "IoU": 0.12107423908416123, + "TN": 4081538, + "TP": 57449, + "n_pred": 471615, + "n_ref": 60328 + }, + "8": { + "Dice": 0.8665845833071206, + "FN": 8693, + "FP": 6152, + "IoU": 0.7645780801497059, + "TN": 4492975, + "TP": 48212, + "n_pred": 54364, + "n_ref": 56905 + }, + "9": { + "Dice": 0.7029184335245697, + "FN": 2323, + "FP": 4823, + "IoU": 0.541923076923077, + "TN": 4540432, + "TP": 8454, + "n_pred": 13277, + "n_ref": 10777 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8913243578257508, + "FN": 3527, + "FP": 5328, + "IoU": 0.8039541268154445, + "TN": 2057616, + "TP": 36313, + "n_pred": 41641, + "n_ref": 39840 + }, + "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": 0.8711003997628202, + "FN": 1339, + "FP": 5400, + "IoU": 0.7716367333107421, + "TN": 2073274, + "TP": 22771, + "n_pred": 28171, + "n_ref": 24110 + }, + "14": { + "Dice": 0.9298868610124701, + "FN": 814, + "FP": 884, + "IoU": 0.8689612594536194, + "TN": 2089826, + "TP": 11260, + "n_pred": 12144, + "n_ref": 12074 + }, + "15": { + "Dice": 0.7452292204275384, + "FN": 7935, + "FP": 62, + "IoU": 0.593916620118824, + "TN": 2083091, + "TP": 11696, + "n_pred": 11758, + "n_ref": 19631 + }, + "2": { + "Dice": 0.965833815379448, + "FN": 4849, + "FP": 2475, + "IoU": 0.9339251560752048, + "TN": 1991940, + "TP": 103520, + "n_pred": 105995, + "n_ref": 108369 + }, + "3": { + "Dice": 0.9706939744924519, + "FN": 4271, + "FP": 2935, + "IoU": 0.9430567299106261, + "TN": 1976237, + "TP": 119341, + "n_pred": 122276, + "n_ref": 123612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 2102768, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9854068936180269, + "FN": 2381, + "FP": 2559, + "IoU": 0.9712335786825678, + "TN": 1931056, + "TP": 166788, + "n_pred": 169347, + "n_ref": 169169 + }, + "7": { + "Dice": 0.6463317836489398, + "FN": 2939, + "FP": 180, + "IoU": 0.47746691238063327, + "TN": 2096815, + "TP": 2850, + "n_pred": 3030, + "n_ref": 5789 + }, + "8": { + "Dice": 0.6949066040624681, + "FN": 1664, + "FP": 1325, + "IoU": 0.5324573752541842, + "TN": 2096391, + "TP": 3404, + "n_pred": 4729, + "n_ref": 5068 + }, + "9": { + "Dice": 0.9381931958811031, + "FN": 725, + "FP": 1922, + "IoU": 0.8835818269780534, + "TN": 2080047, + "TP": 20090, + "n_pred": 22012, + "n_ref": 20815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0214.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": 145, + "FP": 0, + "IoU": 0.0, + "TN": 876015, + "TP": 0, + "n_pred": 0, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 321, + "FP": 0, + "IoU": 0.0, + "TN": 875839, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "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": 0.7483028720626632, + "FN": 2433, + "FP": 1423, + "IoU": 0.5978306216103463, + "TN": 866572, + "TP": 5732, + "n_pred": 7155, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9380541948285483, + "FN": 361, + "FP": 638, + "IoU": 0.8833352796916968, + "TN": 867597, + "TP": 7564, + "n_pred": 8202, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9114788693285945, + "FN": 660, + "FP": 2528, + "IoU": 0.8373552369777052, + "TN": 856559, + "TP": 16413, + "n_pred": 18941, + "n_ref": 17073 + }, + "8": { + "Dice": 0.6901125545241689, + "FN": 43015, + "FP": 9131, + "IoU": 0.5268487433082297, + "TN": 765950, + "TP": 58064, + "n_pred": 67195, + "n_ref": 101079 + }, + "9": { + "Dice": 0.7997390737116764, + "FN": 279, + "FP": 28, + "IoU": 0.6663043478260869, + "TN": 875240, + "TP": 613, + "n_pred": 641, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703207386429048, + "FN": 623, + "FP": 1955, + "IoU": 0.9423524150268336, + "TN": 2058064, + "TP": 42142, + "n_pred": 44097, + "n_ref": 42765 + }, + "10": { + "Dice": 0.8784991786980202, + "FN": 5549, + "FP": 1478, + "IoU": 0.7833245968363602, + "TN": 2070353, + "TP": 25404, + "n_pred": 26882, + "n_ref": 30953 + }, + "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": 0.8360246198406951, + "FN": 3929, + "FP": 5129, + "IoU": 0.7182494012255436, + "TN": 2070635, + "TP": 23091, + "n_pred": 28220, + "n_ref": 27020 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 2100899, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9595241665417104, + "FN": 3237, + "FP": 812, + "IoU": 0.922197455901003, + "TN": 2050742, + "TP": 47993, + "n_pred": 48805, + "n_ref": 51230 + }, + "2": { + "Dice": 0.7104761904761905, + "FN": 46, + "FP": 258, + "IoU": 0.55096011816839, + "TN": 2102107, + "TP": 373, + "n_pred": 631, + "n_ref": 419 + }, + "3": { + "Dice": 0.9486876440783084, + "FN": 765, + "FP": 3620, + "IoU": 0.9023841855702233, + "TN": 2057863, + "TP": 40536, + "n_pred": 44156, + "n_ref": 41301 + }, + "4": { + "Dice": 0.5026563717503719, + "FN": 5747, + "FP": 1274, + "IoU": 0.33569874160280067, + "TN": 2092215, + "TP": 3548, + "n_pred": 4822, + "n_ref": 9295 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 2102747, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "6": { + "Dice": 0.9885335398681452, + "FN": 6911, + "FP": 2801, + "IoU": 0.9773270581204243, + "TN": 1674432, + "TP": 418640, + "n_pred": 421441, + "n_ref": 425551 + }, + "7": { + "Dice": 0.9068340821895324, + "FN": 2016, + "FP": 2525, + "IoU": 0.8295484403738599, + "TN": 2076143, + "TP": 22100, + "n_pred": 24625, + "n_ref": 24116 + }, + "8": { + "Dice": 0.7413865626553477, + "FN": 5947, + "FP": 816, + "IoU": 0.5890502521723279, + "TN": 2086327, + "TP": 9694, + "n_pred": 10510, + "n_ref": 15641 + }, + "9": { + "Dice": 0.9406833481519116, + "FN": 271, + "FP": 196, + "IoU": 0.8880095923261391, + "TN": 2098614, + "TP": 3703, + "n_pred": 3899, + "n_ref": 3974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733121225758511, + "FN": 3724, + "FP": 1376, + "IoU": 0.9480117024638376, + "TN": 2004685, + "TP": 92999, + "n_pred": 94375, + "n_ref": 96723 + }, + "10": { + "Dice": 0.8845364046247935, + "FN": 4472, + "FP": 5874, + "IoU": 0.792976488244122, + "TN": 2052809, + "TP": 39629, + "n_pred": 45503, + "n_ref": 44101 + }, + "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": 102, + "IoU": 0.0, + "TN": 2102682, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "13": { + "Dice": 0.40470011534025374, + "FN": 1465, + "FP": 6793, + "IoU": 0.25368278355173973, + "TN": 2091719, + "TP": 2807, + "n_pred": 9600, + "n_ref": 4272 + }, + "14": { + "Dice": 0.9326046861124394, + "FN": 1541, + "FP": 3392, + "IoU": 0.8737200491501126, + "TN": 2063720, + "TP": 34131, + "n_pred": 37523, + "n_ref": 35672 + }, + "15": { + "Dice": 0.8909644670050761, + "FN": 11439, + "FP": 7893, + "IoU": 0.8033687294031491, + "TN": 2004468, + "TP": 78984, + "n_pred": 86877, + "n_ref": 90423 + }, + "2": { + "Dice": 0.9546511918757348, + "FN": 1336, + "FP": 477, + "IoU": 0.9132369831546707, + "TN": 2081888, + "TP": 19083, + "n_pred": 19560, + "n_ref": 20419 + }, + "3": { + "Dice": 0.9658772131524488, + "FN": 1178, + "FP": 306, + "IoU": 0.9340063147596389, + "TN": 2080297, + "TP": 21003, + "n_pred": 21309, + "n_ref": 22181 + }, + "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": 0.9637761062043517, + "FN": 8958, + "FP": 4314, + "IoU": 0.9300848127271769, + "TN": 1912954, + "TP": 176558, + "n_pred": 180872, + "n_ref": 185516 + }, + "7": { + "Dice": 0.9514354262157793, + "FN": 28500, + "FP": 669, + "IoU": 0.9073694172044103, + "TN": 1787888, + "TP": 285727, + "n_pred": 286396, + "n_ref": 314227 + }, + "8": { + "Dice": 0.9352374626369977, + "FN": 146, + "FP": 1024, + "IoU": 0.8783530879600748, + "TN": 2093166, + "TP": 8448, + "n_pred": 9472, + "n_ref": 8594 + }, + "9": { + "Dice": 0.6862925482980681, + "FN": 183, + "FP": 158, + "IoU": 0.5224089635854342, + "TN": 2102070, + "TP": 373, + "n_pred": 531, + "n_ref": 556 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734381190171275, + "FN": 758, + "FP": 2125, + "IoU": 0.9482507942776113, + "TN": 1871841, + "TP": 52828, + "n_pred": 54953, + "n_ref": 53586 + }, + "10": { + "Dice": 0.8156169366778055, + "FN": 4363, + "FP": 4355, + "IoU": 0.6886428571428571, + "TN": 1899552, + "TP": 19282, + "n_pred": 23637, + "n_ref": 23645 + }, + "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": 21, + "IoU": 0.0, + "TN": 1927531, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": 0.8200890019071837, + "FN": 5064, + "FP": 2011, + "IoU": 0.6950431034482759, + "TN": 1904352, + "TP": 16125, + "n_pred": 18136, + "n_ref": 21189 + }, + "14": { + "Dice": 0.8191993591312668, + "FN": 7965, + "FP": 160, + "IoU": 0.6937660183928841, + "TN": 1901020, + "TP": 18407, + "n_pred": 18567, + "n_ref": 26372 + }, + "15": { + "Dice": 0.7344911734905027, + "FN": 500, + "FP": 18105, + "IoU": 0.5803919799724847, + "TN": 1883213, + "TP": 25734, + "n_pred": 43839, + "n_ref": 26234 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9712568920517963, + "FN": 1317, + "FP": 2108, + "IoU": 0.9441199504013574, + "TN": 1866260, + "TP": 57867, + "n_pred": 59975, + "n_ref": 59184 + }, + "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": 0.9530762199826692, + "FN": 2293, + "FP": 5613, + "IoU": 0.9103587464284094, + "TN": 1839356, + "TP": 80290, + "n_pred": 85903, + "n_ref": 82583 + }, + "7": { + "Dice": 0.6873542032345851, + "FN": 285981, + "FP": 2038, + "IoU": 0.5236402728964235, + "TN": 1322927, + "TP": 316606, + "n_pred": 318644, + "n_ref": 602587 + }, + "8": { + "Dice": 0.9039663831095623, + "FN": 1353, + "FP": 521, + "IoU": 0.824761548531887, + "TN": 1916858, + "TP": 8820, + "n_pred": 9341, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9548068628390683, + "FN": 616, + "FP": 1270, + "IoU": 0.9135219404832867, + "TN": 1905743, + "TP": 19923, + "n_pred": 21193, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537907268170426, + "FN": 119, + "FP": 471, + "IoU": 0.9116634226680641, + "TN": 1920873, + "TP": 6089, + "n_pred": 6560, + "n_ref": 6208 + }, + "10": { + "Dice": 0.47427011132115104, + "FN": 25059, + "FP": 2474, + "IoU": 0.3108480176211454, + "TN": 1887600, + "TP": 12419, + "n_pred": 14893, + "n_ref": 37478 + }, + "11": { + "Dice": 0.5501173920895792, + "FN": 2357, + "FP": 134, + "IoU": 0.3794220229197808, + "TN": 1923538, + "TP": 1523, + "n_pred": 1657, + "n_ref": 3880 + }, + "12": { + "Dice": 0.009025270758122744, + "FN": 995, + "FP": 103, + "IoU": 0.004533091568449683, + "TN": 1926449, + "TP": 5, + "n_pred": 108, + "n_ref": 1000 + }, + "13": { + "Dice": 0.8267142332511411, + "FN": 2711, + "FP": 3895, + "IoU": 0.70461455911286, + "TN": 1905188, + "TP": 15758, + "n_pred": 19653, + "n_ref": 18469 + }, + "14": { + "Dice": 0.9720359171706066, + "FN": 8388, + "FP": 5, + "IoU": 0.945593268682259, + "TN": 1773288, + "TP": 145871, + "n_pred": 145876, + "n_ref": 154259 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8834813616403078, + "FN": 201, + "FP": 3328, + "IoU": 0.791282233262361, + "TN": 1910644, + "TP": 13379, + "n_pred": 16707, + "n_ref": 13580 + }, + "3": { + "Dice": 0.909988408809305, + "FN": 3365, + "FP": 1139, + "IoU": 0.8348428733819808, + "TN": 1900281, + "TP": 22767, + "n_pred": 23906, + "n_ref": 26132 + }, + "4": { + "Dice": 0.902101141100678, + "FN": 1642, + "FP": 683, + "IoU": 0.8216614251745034, + "TN": 1914515, + "TP": 10712, + "n_pred": 11395, + "n_ref": 12354 + }, + "5": { + "Dice": 0.6777128735115704, + "FN": 3368, + "FP": 2370, + "IoU": 0.5125307960241271, + "TN": 1915781, + "TP": 6033, + "n_pred": 8403, + "n_ref": 9401 + }, + "6": { + "Dice": 0.9601897667629096, + "FN": 6468, + "FP": 4659, + "IoU": 0.9234278871960031, + "TN": 1782238, + "TP": 134187, + "n_pred": 138846, + "n_ref": 140655 + }, + "7": { + "Dice": 0.6830252100840336, + "FN": 72, + "FP": 871, + "IoU": 0.518631955079122, + "TN": 1925593, + "TP": 1016, + "n_pred": 1887, + "n_ref": 1088 + }, + "8": { + "Dice": 0.9480192351728876, + "FN": 4047, + "FP": 1855, + "IoU": 0.9011754462342185, + "TN": 1867830, + "TP": 53820, + "n_pred": 55675, + "n_ref": 57867 + }, + "9": { + "Dice": 0.8833787002381762, + "FN": 3062, + "FP": 5164, + "IoU": 0.7911175439932963, + "TN": 1888171, + "TP": 31155, + "n_pred": 36319, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941259285330567, + "FN": 1825, + "FP": 4517, + "IoU": 0.8890366378556182, + "TN": 1519934, + "TP": 50812, + "n_pred": 55329, + "n_ref": 52637 + }, + "10": { + "Dice": 0.8383595915883427, + "FN": 5824, + "FP": 3738, + "IoU": 0.7217031927588113, + "TN": 1542729, + "TP": 24797, + "n_pred": 28535, + "n_ref": 30621 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30816901408450703, + "FN": 1739, + "FP": 717, + "IoU": 0.18215118215118214, + "TN": 1574085, + "TP": 547, + "n_pred": 1264, + "n_ref": 2286 + }, + "13": { + "Dice": 0.8689651912942788, + "FN": 3282, + "FP": 2263, + "IoU": 0.7682921733316619, + "TN": 1553157, + "TP": 18386, + "n_pred": 20649, + "n_ref": 21668 + }, + "14": { + "Dice": 0.9225740695181528, + "FN": 857, + "FP": 3549, + "IoU": 0.8562760960334029, + "TN": 1546432, + "TP": 26250, + "n_pred": 29799, + "n_ref": 27107 + }, + "15": { + "Dice": 0.7904140026300277, + "FN": 2040, + "FP": 7204, + "IoU": 0.6534582942830366, + "TN": 1550413, + "TP": 17431, + "n_pred": 24635, + "n_ref": 19471 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1603, + "IoU": 0.0, + "TN": 1575485, + "TP": 0, + "n_pred": 1603, + "n_ref": 0 + }, + "3": { + "Dice": 0.9396000465062202, + "FN": 5122, + "FP": 3190, + "IoU": 0.8860808069733019, + "TN": 1504124, + "TP": 64652, + "n_pred": 67842, + "n_ref": 69774 + }, + "4": { + "Dice": 0.9401390185703912, + "FN": 375, + "FP": 779, + "IoU": 0.8870399373531715, + "TN": 1566872, + "TP": 9062, + "n_pred": 9841, + "n_ref": 9437 + }, + "5": { + "Dice": 0.2976832751507458, + "FN": 1504, + "FP": 709, + "IoU": 0.1748695003728561, + "TN": 1574406, + "TP": 469, + "n_pred": 1178, + "n_ref": 1973 + }, + "6": { + "Dice": 0.9643478059296692, + "FN": 4364, + "FP": 4864, + "IoU": 0.931150256283994, + "TN": 1443057, + "TP": 124803, + "n_pred": 129667, + "n_ref": 129167 + }, + "7": { + "Dice": 0.9507409220936526, + "FN": 10075, + "FP": 9039, + "IoU": 0.9061069302261607, + "TN": 1373516, + "TP": 184458, + "n_pred": 193497, + "n_ref": 194533 + }, + "8": { + "Dice": 0.8749588499945133, + "FN": 3422, + "FP": 1136, + "IoU": 0.7777127529870763, + "TN": 1556583, + "TP": 15947, + "n_pred": 17083, + "n_ref": 19369 + }, + "9": { + "Dice": 0.9172385620915032, + "FN": 1479, + "FP": 547, + "IoU": 0.8471289519354108, + "TN": 1563835, + "TP": 11227, + "n_pred": 11774, + "n_ref": 12706 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9418165570050553, + "FN": 2346, + "FP": 4295, + "IoU": 0.8900314621626098, + "TN": 1867162, + "TP": 53749, + "n_pred": 58044, + "n_ref": 56095 + }, + "10": { + "Dice": 0.6975849951400831, + "FN": 4689, + "FP": 23624, + "IoU": 0.5356088439837292, + "TN": 1866584, + "TP": 32655, + "n_pred": 56279, + "n_ref": 37344 + }, + "11": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 1927216, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 2, + "IoU": 0.0, + "TN": 1927342, + "TP": 0, + "n_pred": 2, + "n_ref": 208 + }, + "13": { + "Dice": 0.532636977967466, + "FN": 5540, + "FP": 19427, + "IoU": 0.3629892330458744, + "TN": 1888358, + "TP": 14227, + "n_pred": 33654, + "n_ref": 19767 + }, + "14": { + "Dice": 0.924695788252435, + "FN": 1218, + "FP": 1573, + "IoU": 0.8599387765343504, + "TN": 1907625, + "TP": 17136, + "n_pred": 18709, + "n_ref": 18354 + }, + "15": { + "Dice": 0.8430347016131402, + "FN": 1376, + "FP": 9308, + "IoU": 0.7286603174603175, + "TN": 1888177, + "TP": 28691, + "n_pred": 37999, + "n_ref": 30067 + }, + "2": { + "Dice": 0.926927390566431, + "FN": 7708, + "FP": 14379, + "IoU": 0.8638067754387263, + "TN": 1765378, + "TP": 140087, + "n_pred": 154466, + "n_ref": 147795 + }, + "3": { + "Dice": 0.9490321693481197, + "FN": 2724, + "FP": 9878, + "IoU": 0.9030078197155348, + "TN": 1797624, + "TP": 117326, + "n_pred": 127204, + "n_ref": 120050 + }, + "4": { + "Dice": 0.8319132455460883, + "FN": 288, + "FP": 797, + "IoU": 0.7122015915119363, + "TN": 1923782, + "TP": 2685, + "n_pred": 3482, + "n_ref": 2973 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9635359452417618, + "FN": 7754, + "FP": 6619, + "IoU": 0.9296375892809062, + "TN": 1723281, + "TP": 189898, + "n_pred": 196517, + "n_ref": 197652 + }, + "7": { + "Dice": 0.8981624646742479, + "FN": 6477, + "FP": 19144, + "IoU": 0.8151496349311708, + "TN": 1788948, + "TP": 112983, + "n_pred": 132127, + "n_ref": 119460 + }, + "8": { + "Dice": 0.9201971259369695, + "FN": 149, + "FP": 1778, + "IoU": 0.8521899209940937, + "TN": 1914515, + "TP": 11110, + "n_pred": 12888, + "n_ref": 11259 + }, + "9": { + "Dice": 0.8846814814814815, + "FN": 857, + "FP": 3035, + "IoU": 0.7932097125551246, + "TN": 1908731, + "TP": 14929, + "n_pred": 17964, + "n_ref": 15786 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7162843862810621, + "FN": 3215, + "FP": 45434, + "IoU": 0.5579774668362711, + "TN": 2518420, + "TP": 61411, + "n_pred": 106845, + "n_ref": 64626 + }, + "10": { + "Dice": 0.14950531330157568, + "FN": 17518, + "FP": 12655, + "IoU": 0.0807920792079208, + "TN": 2595655, + "TP": 2652, + "n_pred": 15307, + "n_ref": 20170 + }, + "11": { + "Dice": 0.6170926930028402, + "FN": 597, + "FP": 886, + "IoU": 0.4462285287528006, + "TN": 2625802, + "TP": 1195, + "n_pred": 2081, + "n_ref": 1792 + }, + "12": { + "Dice": 0.007407407407407408, + "FN": 1285, + "FP": 55, + "IoU": 0.0037174721189591076, + "TN": 2627135, + "TP": 5, + "n_pred": 60, + "n_ref": 1290 + }, + "13": { + "Dice": 0.40410241054050006, + "FN": 6499, + "FP": 9421, + "IoU": 0.25321324702129655, + "TN": 2607162, + "TP": 5398, + "n_pred": 14819, + "n_ref": 11897 + }, + "14": { + "Dice": 0.2588637334472448, + "FN": 0, + "FP": 3470, + "IoU": 0.14867517173699707, + "TN": 2624404, + "TP": 606, + "n_pred": 4076, + "n_ref": 606 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8743294613173684, + "FN": 16340, + "FP": 2636, + "IoU": 0.776718792285879, + "TN": 2543493, + "TP": 66011, + "n_pred": 68647, + "n_ref": 82351 + }, + "3": { + "Dice": 0.9378589214668345, + "FN": 1747, + "FP": 5016, + "IoU": 0.8829890307623102, + "TN": 2570682, + "TP": 51035, + "n_pred": 56051, + "n_ref": 52782 + }, + "4": { + "Dice": 0.25084175084175087, + "FN": 74890, + "FP": 6100, + "IoU": 0.14340712223291627, + "TN": 2533931, + "TP": 13559, + "n_pred": 19659, + "n_ref": 88449 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9061877342431138, + "FN": 93002, + "FP": 13028, + "IoU": 0.8284673363175886, + "TN": 2010347, + "TP": 512103, + "n_pred": 525131, + "n_ref": 605105 + }, + "7": { + "Dice": 0.40968482463407896, + "FN": 5433, + "FP": 131369, + "IoU": 0.2576123468983519, + "TN": 2444207, + "TP": 47471, + "n_pred": 178840, + "n_ref": 52904 + }, + "8": { + "Dice": 0.8337840801111029, + "FN": 8267, + "FP": 829, + "IoU": 0.7149482920714509, + "TN": 2596570, + "TP": 22814, + "n_pred": 23643, + "n_ref": 31081 + }, + "9": { + "Dice": 0.7925048460047384, + "FN": 1816, + "FP": 3001, + "IoU": 0.6563213470319634, + "TN": 2614464, + "TP": 9199, + "n_pred": 12200, + "n_ref": 11015 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10260968950409549, + "FN": 280, + "FP": 13853, + "IoU": 0.05407937889030186, + "TN": 1386915, + "TP": 808, + "n_pred": 14661, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8662420382165605, + "FN": 501, + "FP": 612, + "IoU": 0.7640449438202247, + "TN": 1397139, + "TP": 3604, + "n_pred": 4216, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1401830, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.28394029850746266, + "FN": 1442, + "FP": 4555, + "IoU": 0.1654606178680768, + "TN": 1394670, + "TP": 1189, + "n_pred": 5744, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8280275680997703, + "FN": 1409, + "FP": 1735, + "IoU": 0.7065247829739568, + "TN": 1391143, + "TP": 7569, + "n_pred": 9304, + "n_ref": 8978 + }, + "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": 0.9591806947552788, + "FN": 2938, + "FP": 3774, + "IoU": 0.9215631281260225, + "TN": 1316284, + "TP": 78860, + "n_pred": 82634, + "n_ref": 81798 + }, + "3": { + "Dice": 0.892607703478321, + "FN": 657, + "FP": 896, + "IoU": 0.8060447108779818, + "TN": 1393849, + "TP": 6454, + "n_pred": 7350, + "n_ref": 7111 + }, + "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": 0.9436084511323909, + "FN": 535, + "FP": 207, + "IoU": 0.8932374100719425, + "TN": 1394906, + "TP": 6208, + "n_pred": 6415, + "n_ref": 6743 + }, + "7": { + "Dice": 0.5111111111111111, + "FN": 44, + "FP": 0, + "IoU": 0.34328358208955223, + "TN": 1401789, + "TP": 23, + "n_pred": 23, + "n_ref": 67 + }, + "8": { + "Dice": 0.9506833784720036, + "FN": 1132, + "FP": 1217, + "IoU": 0.9060024009603842, + "TN": 1376866, + "TP": 22641, + "n_pred": 23858, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9328323156411461, + "FN": 848, + "FP": 582, + "IoU": 0.8741197183098591, + "TN": 1390496, + "TP": 9930, + "n_pred": 10512, + "n_ref": 10778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528253800861236, + "FN": 1286, + "FP": 4082, + "IoU": 0.9099011396633042, + "TN": 3269829, + "TP": 54211, + "n_pred": 58293, + "n_ref": 55497 + }, + "10": { + "Dice": 0.6392636689682094, + "FN": 54720, + "FP": 4422, + "IoU": 0.4697924604419741, + "TN": 3217863, + "TP": 52403, + "n_pred": 56825, + "n_ref": 107123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2194, + "FP": 58, + "IoU": 0.0, + "TN": 3327156, + "TP": 0, + "n_pred": 58, + "n_ref": 2194 + }, + "13": { + "Dice": 0.8209281570727354, + "FN": 4381, + "FP": 3645, + "IoU": 0.696249479620028, + "TN": 3302985, + "TP": 18397, + "n_pred": 22042, + "n_ref": 22778 + }, + "14": { + "Dice": 0.48730012114306104, + "FN": 351720, + "FP": 4630, + "IoU": 0.3221393271421995, + "TN": 2803710, + "TP": 169348, + "n_pred": 173978, + "n_ref": 521068 + }, + "15": { + "Dice": 0.08440860215053764, + "FN": 3406, + "FP": 0, + "IoU": 0.04406399101880438, + "TN": 3325845, + "TP": 157, + "n_pred": 157, + "n_ref": 3563 + }, + "2": { + "Dice": 0.8614215366626942, + "FN": 29812, + "FP": 1003, + "IoU": 0.7565763488427206, + "TN": 3202818, + "TP": 95775, + "n_pred": 96778, + "n_ref": 125587 + }, + "3": { + "Dice": 0.8223634454967209, + "FN": 8296, + "FP": 23178, + "IoU": 0.6983168468675715, + "TN": 3225080, + "TP": 72854, + "n_pred": 96032, + "n_ref": 81150 + }, + "4": { + "Dice": 0.951312773341056, + "FN": 6679, + "FP": 3240, + "IoU": 0.9071463341571182, + "TN": 3222584, + "TP": 96905, + "n_pred": 100145, + "n_ref": 103584 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9314669573532827, + "FN": 9704, + "FP": 7711, + "IoU": 0.8717249913452119, + "TN": 3193645, + "TP": 118348, + "n_pred": 126059, + "n_ref": 128052 + }, + "7": { + "Dice": 0.6576797297443148, + "FN": 8564, + "FP": 54870, + "IoU": 0.48995738522151644, + "TN": 3205038, + "TP": 60936, + "n_pred": 115806, + "n_ref": 69500 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 3329350, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "9": { + "Dice": 0.5942275042444821, + "FN": 360, + "FP": 596, + "IoU": 0.4227053140096618, + "TN": 3327752, + "TP": 700, + "n_pred": 1296, + "n_ref": 1060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5934719082708131, + "FN": 5563.946666666668, + "FP": 11359.095555555554, + "IoU": 0.5185151954503242, + "TN": 3287733.766666667, + "TP": 36433.324444444435, + "n_pred": 47792.420000000006, + "n_ref": 41997.27111111111 + }, + "mean": { + "1": { + "Dice": 0.7786468315585194, + "FN": 3037.4, + "FP": 2523.2, + "IoU": 0.7236945204968704, + "TN": 3294019.433333333, + "TP": 41510.1, + "n_pred": 44033.3, + "n_ref": 44547.5 + }, + "10": { + "Dice": 0.6875861398619254, + "FN": 5972.733333333334, + "FP": 4943.033333333334, + "IoU": 0.5720864996086391, + "TN": 3312639.2666666666, + "TP": 17535.1, + "n_pred": 22478.133333333335, + "n_ref": 23507.833333333332 + }, + "11": { + "Dice": 0.0, + "FN": 453.46666666666664, + "FP": 0.0, + "IoU": 0.0, + "TN": 3340636.6666666665, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 453.46666666666664 + }, + "12": { + "Dice": 0.0, + "FN": 348.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 3340741.7333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 348.4 + }, + "13": { + "Dice": 0.6208083910744275, + "FN": 6875.366666666667, + "FP": 5805.733333333334, + "IoU": 0.48809881818019835, + "TN": 3314117.2, + "TP": 14291.833333333334, + "n_pred": 20097.566666666666, + "n_ref": 21167.2 + }, + "14": { + "Dice": 0.5610241315685589, + "FN": 4803.166666666667, + "FP": 24841.166666666668, + "IoU": 0.4943196049752304, + "TN": 3281517.566666667, + "TP": 29928.233333333334, + "n_pred": 54769.4, + "n_ref": 34731.4 + }, + "15": { + "Dice": 0.5758466630166155, + "FN": 7720.966666666666, + "FP": 10955.1, + "IoU": 0.4871129474132873, + "TN": 3300377.8666666667, + "TP": 22036.2, + "n_pred": 32991.3, + "n_ref": 29757.166666666668 + }, + "2": { + "Dice": 0.8323380729390897, + "FN": 4443.966666666666, + "FP": 4034.8333333333335, + "IoU": 0.7658550456660004, + "TN": 3292659.9, + "TP": 39951.433333333334, + "n_pred": 43986.26666666667, + "n_ref": 44395.4 + }, + "3": { + "Dice": 0.7062916855257984, + "FN": 1659.2, + "FP": 9890.8, + "IoU": 0.6471985540804184, + "TN": 3290561.6333333333, + "TP": 38978.5, + "n_pred": 48869.3, + "n_ref": 40637.7 + }, + "4": { + "Dice": 0.6013850262943976, + "FN": 2929.3333333333335, + "FP": 3543.866666666667, + "IoU": 0.508272264769935, + "TN": 3325636.466666667, + "TP": 8980.466666666667, + "n_pred": 12524.333333333334, + "n_ref": 11909.8 + }, + "5": { + "Dice": 0.39638041852519623, + "FN": 473.23333333333335, + "FP": 317.43333333333334, + "IoU": 0.2933692151478807, + "TN": 3339574.2666666666, + "TP": 725.2, + "n_pred": 1042.6333333333334, + "n_ref": 1198.4333333333334 + }, + "6": { + "Dice": 0.8978882926713244, + "FN": 8310.633333333333, + "FP": 73821.63333333333, + "IoU": 0.8330265908154565, + "TN": 3091771.7, + "TP": 167186.16666666666, + "n_pred": 241007.8, + "n_ref": 175496.8 + }, + "7": { + "Dice": 0.8346777243773056, + "FN": 34026.3, + "FP": 27291.3, + "IoU": 0.7358979257364737, + "TN": 3128451.3, + "TP": 151321.23333333334, + "n_pred": 178612.53333333333, + "n_ref": 185347.53333333333 + }, + "8": { + "Dice": 0.6374140028293266, + "FN": 550.2666666666667, + "FP": 1034.6333333333334, + "IoU": 0.5631785847052867, + "TN": 3333689.2333333334, + "TP": 5816.0, + "n_pred": 6850.633333333333, + "n_ref": 6366.266666666666 + }, + "9": { + "Dice": 0.7717912438197119, + "FN": 1854.7666666666667, + "FP": 1383.7, + "IoU": 0.6656173601591857, + "TN": 3329612.2666666666, + "TP": 8239.4, + "n_pred": 9623.1, + "n_ref": 10094.166666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7761194029850746, + "FN": 21, + "FP": 9, + "IoU": 0.6341463414634146, + "TN": 876078, + "TP": 52, + "n_pred": 61, + "n_ref": 73 + }, + "10": { + "Dice": 0.8646616541353384, + "FN": 93, + "FP": 303, + "IoU": 0.7615894039735099, + "TN": 874499, + "TP": 1265, + "n_pred": 1568, + "n_ref": 1358 + }, + "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": 0.7851335656213705, + "FN": 220, + "FP": 520, + "IoU": 0.6462715105162524, + "TN": 874068, + "TP": 1352, + "n_pred": 1872, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8675971971066908, + "FN": 5365, + "FP": 4007, + "IoU": 0.7661559958081741, + "TN": 836082, + "TP": 30706, + "n_pred": 34713, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9082813891362422, + "FN": 102, + "FP": 1, + "IoU": 0.831973898858075, + "TN": 875547, + "TP": 510, + "n_pred": 511, + "n_ref": 612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 418, + "IoU": 0.0, + "TN": 875742, + "TP": 0, + "n_pred": 418, + "n_ref": 0 + }, + "5": { + "Dice": 0.7347709743428301, + "FN": 1914, + "FP": 1456, + "IoU": 0.580741477979597, + "TN": 868122, + "TP": 4668, + "n_pred": 6124, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9143006535947712, + "FN": 2919, + "FP": 359, + "IoU": 0.8421306106723174, + "TN": 855396, + "TP": 17486, + "n_pred": 17845, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8444403192871728, + "FN": 579, + "FP": 1097, + "IoU": 0.7307630522088353, + "TN": 869935, + "TP": 4549, + "n_pred": 5646, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9352187102456209, + "FN": 479, + "FP": 2169, + "IoU": 0.8783200073522655, + "TN": 854398, + "TP": 19114, + "n_pred": 21283, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8786389413988658, + "FN": 170, + "FP": 151, + "IoU": 0.7835468644639245, + "TN": 874677, + "TP": 1162, + "n_pred": 1313, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956282457120394, + "FN": 3791, + "FP": 2548, + "IoU": 0.9162272529040955, + "TN": 5706987, + "TP": 69330, + "n_pred": 71878, + "n_ref": 73121 + }, + "10": { + "Dice": 0.4807692307692308, + "FN": 1080, + "FP": 0, + "IoU": 0.31645569620253167, + "TN": 5781076, + "TP": 500, + "n_pred": 500, + "n_ref": 1580 + }, + "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": 0.3098404255319149, + "FN": 180, + "FP": 858, + "IoU": 0.18332022029897718, + "TN": 5781385, + "TP": 233, + "n_pred": 1091, + "n_ref": 413 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 5782267, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9118293065578914, + "FN": 210, + "FP": 1195, + "IoU": 0.8379469434832757, + "TN": 5773986, + "TP": 7265, + "n_pred": 8460, + "n_ref": 7475 + }, + "3": { + "Dice": 0.7015945330296127, + "FN": 0, + "FP": 655, + "IoU": 0.5403508771929825, + "TN": 5781231, + "TP": 770, + "n_pred": 1425, + "n_ref": 770 + }, + "4": { + "Dice": 0.653485647334505, + "FN": 2253, + "FP": 113, + "IoU": 0.4853165107678921, + "TN": 5778059, + "TP": 2231, + "n_pred": 2344, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.962560299083454, + "FN": 6197, + "FP": 6221, + "IoU": 0.9278228876657232, + "TN": 5610607, + "TP": 159631, + "n_pred": 165852, + "n_ref": 165828 + }, + "7": { + "Dice": 0.9708597544497216, + "FN": 11839, + "FP": 7678, + "IoU": 0.943369728904738, + "TN": 5438017, + "TP": 325122, + "n_pred": 332800, + "n_ref": 336961 + }, + "8": { + "Dice": 0.682268823941326, + "FN": 6778, + "FP": 1843, + "IoU": 0.5177602506013314, + "TN": 5764779, + "TP": 9256, + "n_pred": 11099, + "n_ref": 16034 + }, + "9": { + "Dice": 0.726169777056528, + "FN": 6657, + "FP": 430, + "IoU": 0.5700679446736229, + "TN": 5766172, + "TP": 9397, + "n_pred": 9827, + "n_ref": 16054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0015.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": 0.8124745762711865, + "FN": 1297, + "FP": 86, + "IoU": 0.6841744690568623, + "TN": 2273637, + "TP": 2996, + "n_pred": 3082, + "n_ref": 4293 + }, + "14": { + "Dice": 0.8285762540111468, + "FN": 1617, + "FP": 6503, + "IoU": 0.7073241061130334, + "TN": 2250272, + "TP": 19624, + "n_pred": 26127, + "n_ref": 21241 + }, + "15": { + "Dice": 0.8935955937399737, + "FN": 22040, + "FP": 1838, + "IoU": 0.8076572984380915, + "TN": 2153873, + "TP": 100265, + "n_pred": 102103, + "n_ref": 122305 + }, + "2": { + "Dice": 0.9523856819355607, + "FN": 2077, + "FP": 2717, + "IoU": 0.9090995278636304, + "TN": 2225277, + "TP": 47945, + "n_pred": 50662, + "n_ref": 50022 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 2277937, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7567099567099567, + "FN": 28, + "FP": 253, + "IoU": 0.6086350974930362, + "TN": 2277298, + "TP": 437, + "n_pred": 690, + "n_ref": 465 + }, + "6": { + "Dice": 0.9774033290490269, + "FN": 7277, + "FP": 6946, + "IoU": 0.9558053109444233, + "TN": 1956190, + "TP": 307603, + "n_pred": 314549, + "n_ref": 314880 + }, + "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": 0.738258741810719, + "FN": 5283, + "FP": 1349, + "IoU": 0.5851110416015014, + "TN": 2262031, + "TP": 9353, + "n_pred": 10702, + "n_ref": 14636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9226866045463189, + "FN": 15062, + "FP": 1607, + "IoU": 0.8564700006888476, + "TN": 2687576, + "TP": 99467, + "n_pred": 101074, + "n_ref": 114529 + }, + "10": { + "Dice": 0.559836434267021, + "FN": 29609, + "FP": 24212, + "IoU": 0.3887311466472833, + "TN": 2715664, + "TP": 34227, + "n_pred": 58439, + "n_ref": 63836 + }, + "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": 0.5471218515500529, + "FN": 14525, + "FP": 22712, + "IoU": 0.3765779340364976, + "TN": 2743982, + "TP": 22493, + "n_pred": 45205, + "n_ref": 37018 + }, + "14": { + "Dice": 0.891048478856951, + "FN": 5440, + "FP": 6242, + "IoU": 0.8035053488528561, + "TN": 2744260, + "TP": 47770, + "n_pred": 54012, + "n_ref": 53210 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27446, + "IoU": 0.0, + "TN": 2776266, + "TP": 0, + "n_pred": 27446, + "n_ref": 0 + }, + "2": { + "Dice": 0.9091139867107526, + "FN": 10560, + "FP": 3761, + "IoU": 0.8333721173760268, + "TN": 2717766, + "TP": 71625, + "n_pred": 75386, + "n_ref": 82185 + }, + "3": { + "Dice": 0.8938086492741956, + "FN": 5844, + "FP": 6819, + "IoU": 0.8080054582670002, + "TN": 2737757, + "TP": 53292, + "n_pred": 60111, + "n_ref": 59136 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49122807017543857, + "FN": 441, + "FP": 52, + "IoU": 0.32558139534883723, + "TN": 2802981, + "TP": 238, + "n_pred": 290, + "n_ref": 679 + }, + "6": { + "Dice": 0.9671480965513319, + "FN": 6876, + "FP": 16234, + "IoU": 0.9363860330043905, + "TN": 2440427, + "TP": 340175, + "n_pred": 356409, + "n_ref": 347051 + }, + "7": { + "Dice": 0.7862570178277448, + "FN": 165565, + "FP": 16721, + "IoU": 0.6477953152986048, + "TN": 2286155, + "TP": 335271, + "n_pred": 351992, + "n_ref": 500836 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 2803561, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "9": { + "Dice": 0.6156699119146963, + "FN": 6859, + "FP": 1431, + "IoU": 0.4447421299397187, + "TN": 2788782, + "TP": 6640, + "n_pred": 8071, + "n_ref": 13499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9109351412908181, + "FN": 939, + "FP": 2424, + "IoU": 0.8364379164437528, + "TN": 3484079, + "TP": 17198, + "n_pred": 19622, + "n_ref": 18137 + }, + "10": { + "Dice": 0.7323783860445326, + "FN": 5448, + "FP": 5874, + "IoU": 0.5777578876706199, + "TN": 3477826, + "TP": 15492, + "n_pred": 21366, + "n_ref": 20940 + }, + "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": 0.4292360430950049, + "FN": 55521, + "FP": 423, + "IoU": 0.27326578332034296, + "TN": 3427660, + "TP": 21036, + "n_pred": 21459, + "n_ref": 76557 + }, + "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": 0.7950277599050127, + "FN": 24492, + "FP": 6409, + "IoU": 0.659789274350703, + "TN": 3413811, + "TP": 59928, + "n_pred": 66337, + "n_ref": 84420 + }, + "3": { + "Dice": 0.7505873952858934, + "FN": 1769, + "FP": 28272, + "IoU": 0.6007522194460688, + "TN": 3429396, + "TP": 45203, + "n_pred": 73475, + "n_ref": 46972 + }, + "4": { + "Dice": 0.8839956592810341, + "FN": 1786, + "FP": 6659, + "IoU": 0.7921077248781448, + "TN": 3464018, + "TP": 32177, + "n_pred": 38836, + "n_ref": 33963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.853426582938496, + "FN": 12770, + "FP": 13092, + "IoU": 0.7443278993208308, + "TN": 3403487, + "TP": 75291, + "n_pred": 88383, + "n_ref": 88061 + }, + "7": { + "Dice": 0.6724678278818004, + "FN": 271023, + "FP": 39995, + "IoU": 0.5065548255669134, + "TN": 2874341, + "TP": 319281, + "n_pred": 359276, + "n_ref": 590304 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "10": { + "Dice": 0.45051261347231397, + "FN": 22161, + "FP": 296, + "IoU": 0.2907494552000758, + "TN": 2772049, + "TP": 9206, + "n_pred": 9502, + "n_ref": 31367 + }, + "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": 0.759387124350628, + "FN": 8604, + "FP": 2373, + "IoU": 0.6121064348563553, + "TN": 2775413, + "TP": 17322, + "n_pred": 19695, + "n_ref": 25926 + }, + "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": 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": 0.8693887950477017, + "FN": 5127, + "FP": 8714, + "IoU": 0.7689546956899141, + "TN": 2743806, + "TP": 46065, + "n_pred": 54779, + "n_ref": 51192 + }, + "7": { + "Dice": 0.9026325279480707, + "FN": 3072, + "FP": 7728, + "IoU": 0.8225435425566875, + "TN": 2742852, + "TP": 50060, + "n_pred": 57788, + "n_ref": 53132 + }, + "8": { + "Dice": 0.7455429497568882, + "FN": 48, + "FP": 109, + "IoU": 0.5943152454780362, + "TN": 2803325, + "TP": 230, + "n_pred": 339, + "n_ref": 278 + }, + "9": { + "Dice": 0.8073371122858417, + "FN": 1438, + "FP": 1587, + "IoU": 0.676919790665385, + "TN": 2794349, + "TP": 6338, + "n_pred": 7925, + "n_ref": 7776 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9155378486055777, + "FN": 4420, + "FP": 2152, + "IoU": 0.8442321822189567, + "TN": 1710129, + "TP": 35619, + "n_pred": 37771, + "n_ref": 40039 + }, + "10": { + "Dice": 0.4546025981282302, + "FN": 978, + "FP": 14640, + "IoU": 0.2941654991639174, + "TN": 1730193, + "TP": 6509, + "n_pred": 21149, + "n_ref": 7487 + }, + "11": { + "Dice": 0.0, + "FN": 644, + "FP": 0, + "IoU": 0.0, + "TN": 1751676, + "TP": 0, + "n_pred": 0, + "n_ref": 644 + }, + "12": { + "Dice": 0.0, + "FN": 269, + "FP": 0, + "IoU": 0.0, + "TN": 1752051, + "TP": 0, + "n_pred": 0, + "n_ref": 269 + }, + "13": { + "Dice": 0.4028843917190044, + "FN": 19625, + "FP": 6045, + "IoU": 0.25225750072822606, + "TN": 1717990, + "TP": 8660, + "n_pred": 14705, + "n_ref": 28285 + }, + "14": { + "Dice": 0.8501168621027188, + "FN": 2345, + "FP": 5158, + "IoU": 0.7393071818213405, + "TN": 1723539, + "TP": 21278, + "n_pred": 26436, + "n_ref": 23623 + }, + "15": { + "Dice": 0.6903932216581465, + "FN": 7426, + "FP": 27580, + "IoU": 0.5271759684477821, + "TN": 1678284, + "TP": 39030, + "n_pred": 66610, + "n_ref": 46456 + }, + "2": { + "Dice": 0.9565822370045199, + "FN": 2868, + "FP": 6805, + "IoU": 0.916777795940842, + "TN": 1636089, + "TP": 106558, + "n_pred": 113363, + "n_ref": 109426 + }, + "3": { + "Dice": 0.9414509900583354, + "FN": 1969, + "FP": 1594, + "IoU": 0.8893787450712534, + "TN": 1720111, + "TP": 28646, + "n_pred": 30240, + "n_ref": 30615 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11972, + "IoU": 0.0, + "TN": 1740348, + "TP": 0, + "n_pred": 11972, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 1752296, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "6": { + "Dice": 0.8707936108665577, + "FN": 6794, + "FP": 18889, + "IoU": 0.7711554054656105, + "TN": 1640091, + "TP": 86546, + "n_pred": 105435, + "n_ref": 93340 + }, + "7": { + "Dice": 0.8044233873724175, + "FN": 33162, + "FP": 4031, + "IoU": 0.6728329902711071, + "TN": 1638638, + "TP": 76489, + "n_pred": 80520, + "n_ref": 109651 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1752317, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.5793039728980598, + "FN": 2239, + "FP": 493, + "IoU": 0.40776067634944724, + "TN": 1747707, + "TP": 1881, + "n_pred": 2374, + "n_ref": 4120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 1752292, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "10": { + "Dice": 0.7909192971462886, + "FN": 12839, + "FP": 3177, + "IoU": 0.6541493014316871, + "TN": 1706011, + "TP": 30293, + "n_pred": 33470, + "n_ref": 43132 + }, + "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": 0.7770361705543705, + "FN": 3501, + "FP": 6220, + "IoU": 0.635371342835709, + "TN": 1725660, + "TP": 16939, + "n_pred": 23159, + "n_ref": 20440 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 72019, + "IoU": 0.0, + "TN": 1680235, + "TP": 0, + "n_pred": 72019, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19140, + "IoU": 0.0, + "TN": 1733180, + "TP": 0, + "n_pred": 19140, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9419344822232573, + "FN": 1241, + "FP": 255, + "IoU": 0.8902421129860602, + "TN": 1738690, + "TP": 12134, + "n_pred": 12389, + "n_ref": 13375 + }, + "4": { + "Dice": 0.5132045723295231, + "FN": 259, + "FP": 976, + "IoU": 0.34517497348886533, + "TN": 1750434, + "TP": 651, + "n_pred": 1627, + "n_ref": 910 + }, + "5": { + "Dice": 0.5388254940161425, + "FN": 1601, + "FP": 56, + "IoU": 0.36876190476190474, + "TN": 1749695, + "TP": 968, + "n_pred": 1024, + "n_ref": 2569 + }, + "6": { + "Dice": 0.8619696627871485, + "FN": 3610, + "FP": 6791, + "IoU": 0.7574223942906453, + "TN": 1709443, + "TP": 32476, + "n_pred": 39267, + "n_ref": 36086 + }, + "7": { + "Dice": 0.7044127871437971, + "FN": 9960, + "FP": 53387, + "IoU": 0.5437015587633619, + "TN": 1613492, + "TP": 75481, + "n_pred": 128868, + "n_ref": 85441 + }, + "8": { + "Dice": 0.652014652014652, + "FN": 95, + "FP": 0, + "IoU": 0.483695652173913, + "TN": 1752136, + "TP": 89, + "n_pred": 89, + "n_ref": 184 + }, + "9": { + "Dice": 0.8588053118108019, + "FN": 185, + "FP": 2824, + "IoU": 0.7525493421052631, + "TN": 1740160, + "TP": 9151, + "n_pred": 11975, + "n_ref": 9336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8674200136147039, + "FN": 39385, + "FP": 28781, + "IoU": 0.7658796941866616, + "TN": 7068586, + "TP": 222992, + "n_pred": 251773, + "n_ref": 262377 + }, + "10": { + "Dice": 0.7010534359478194, + "FN": 4922, + "FP": 11509, + "IoU": 0.5397092192621229, + "TN": 7324047, + "TP": 19266, + "n_pred": 30775, + "n_ref": 24188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7359744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7359744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6356387529516444, + "FN": 5997, + "FP": 4650, + "IoU": 0.46588742851409654, + "TN": 7339810, + "TP": 9287, + "n_pred": 13937, + "n_ref": 15284 + }, + "14": { + "Dice": 0.8586526259967044, + "FN": 3259, + "FP": 11667, + "IoU": 0.7523148916398393, + "TN": 7299482, + "TP": 45336, + "n_pred": 57003, + "n_ref": 48595 + }, + "15": { + "Dice": 0.4442604040344287, + "FN": 468, + "FP": 37110, + "IoU": 0.2855621886763755, + "TN": 7307146, + "TP": 15020, + "n_pred": 52130, + "n_ref": 15488 + }, + "2": { + "Dice": 0.8264392324093817, + "FN": 27, + "FP": 380, + "IoU": 0.7042151162790697, + "TN": 7358368, + "TP": 969, + "n_pred": 1349, + "n_ref": 996 + }, + "3": { + "Dice": 0.9406740079400722, + "FN": 5589, + "FP": 7621, + "IoU": 0.8879929455057275, + "TN": 7241805, + "TP": 104729, + "n_pred": 112350, + "n_ref": 110318 + }, + "4": { + "Dice": 0.8914736926062797, + "FN": 5690, + "FP": 2474, + "IoU": 0.8041971459407603, + "TN": 7318049, + "TP": 33531, + "n_pred": 36005, + "n_ref": 39221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7359744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8363489364874125, + "FN": 30889, + "FP": 26192, + "IoU": 0.7187282878106229, + "TN": 7156805, + "TP": 145858, + "n_pred": 172050, + "n_ref": 176747 + }, + "7": { + "Dice": 0.9075004493593419, + "FN": 2436, + "FP": 8371, + "IoU": 0.8306643685365089, + "TN": 7295924, + "TP": 53013, + "n_pred": 61384, + "n_ref": 55449 + }, + "8": { + "Dice": 0.42857142857142855, + "FN": 9, + "FP": 7, + "IoU": 0.2727272727272727, + "TN": 7359722, + "TP": 6, + "n_pred": 13, + "n_ref": 15 + }, + "9": { + "Dice": 0.794358806165956, + "FN": 434, + "FP": 820, + "IoU": 0.6588683351468988, + "TN": 7356068, + "TP": 2422, + "n_pred": 3242, + "n_ref": 2856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7919860073143584, + "FN": 11747, + "FP": 7876, + "IoU": 0.655609961564787, + "TN": 3097197, + "TP": 37356, + "n_pred": 45232, + "n_ref": 49103 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 3154136, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.7382344183422401, + "FN": 3549, + "FP": 13154, + "IoU": 0.5850804848966613, + "TN": 3113920, + "TP": 23553, + "n_pred": 36707, + "n_ref": 27102 + }, + "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": 0.7689106318473093, + "FN": 2178, + "FP": 48129, + "IoU": 0.6245774285266528, + "TN": 3020175, + "TP": 83694, + "n_pred": 131823, + "n_ref": 85872 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9455580198351258, + "FN": 985, + "FP": 316, + "IoU": 0.8967378363362172, + "TN": 3141577, + "TP": 11298, + "n_pred": 11614, + "n_ref": 12283 + }, + "7": { + "Dice": 0.7950746283025952, + "FN": 60019, + "FP": 3838, + "IoU": 0.659853835746322, + "TN": 2966442, + "TP": 123877, + "n_pred": 127715, + "n_ref": 183896 + }, + "8": { + "Dice": 0.9530864197530864, + "FN": 9, + "FP": 10, + "IoU": 0.910377358490566, + "TN": 3153964, + "TP": 193, + "n_pred": 203, + "n_ref": 202 + }, + "9": { + "Dice": 0.9331047945531591, + "FN": 884, + "FP": 521, + "IoU": 0.8745983577293823, + "TN": 3142972, + "TP": 9799, + "n_pred": 10320, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.40601503759398494, + "FN": 232, + "FP": 5, + "IoU": 0.25471698113207547, + "TN": 1752002, + "TP": 81, + "n_pred": 86, + "n_ref": 313 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32426550598476606, + "FN": 127, + "FP": 494, + "IoU": 0.19350649350649352, + "TN": 1751550, + "TP": 149, + "n_pred": 643, + "n_ref": 276 + }, + "14": { + "Dice": 0.9731814628851517, + "FN": 2636, + "FP": 5221, + "IoU": 0.9477638236056724, + "TN": 1601907, + "TP": 142556, + "n_pred": 147777, + "n_ref": 145192 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13654, + "IoU": 0.0, + "TN": 1738666, + "TP": 0, + "n_pred": 13654, + "n_ref": 0 + }, + "2": { + "Dice": 0.9159675475329551, + "FN": 15722, + "FP": 1917, + "IoU": 0.8449632162288064, + "TN": 1638547, + "TP": 96134, + "n_pred": 98051, + "n_ref": 111856 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12444, + "IoU": 0.0, + "TN": 1739876, + "TP": 0, + "n_pred": 12444, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7580645161290323, + "FN": 19, + "FP": 101, + "IoU": 0.6103896103896104, + "TN": 1752012, + "TP": 188, + "n_pred": 289, + "n_ref": 207 + }, + "6": { + "Dice": 0.9756356555152872, + "FN": 3513, + "FP": 10988, + "IoU": 0.9524303152176409, + "TN": 1447483, + "TP": 290336, + "n_pred": 301324, + "n_ref": 293849 + }, + "7": { + "Dice": 0.9859644693626254, + "FN": 5058, + "FP": 835, + "IoU": 0.9723174776162873, + "TN": 1539442, + "TP": 206985, + "n_pred": 207820, + "n_ref": 212043 + }, + "8": { + "Dice": 0.8163474056165148, + "FN": 2489, + "FP": 1461, + "IoU": 0.6896849713253201, + "TN": 1739591, + "TP": 8779, + "n_pred": 10240, + "n_ref": 11268 + }, + "9": { + "Dice": 0.82380722731279, + "FN": 9358, + "FP": 1237, + "IoU": 0.700401538287524, + "TN": 1716956, + "TP": 24769, + "n_pred": 26006, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821936990222835, + "FN": 4584, + "FP": 1151, + "IoU": 0.9650104328090491, + "TN": 2639806, + "TP": 158171, + "n_pred": 159322, + "n_ref": 162755 + }, + "10": { + "Dice": 0.8997402097565669, + "FN": 808, + "FP": 3360, + "IoU": 0.8177525142107565, + "TN": 2780842, + "TP": 18702, + "n_pred": 22062, + "n_ref": 19510 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 2799562, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8109611555358892, + "FN": 2379, + "FP": 3602, + "IoU": 0.6820308346624137, + "TN": 2784902, + "TP": 12829, + "n_pred": 16431, + "n_ref": 15208 + }, + "14": { + "Dice": 0.9916948758061332, + "FN": 2558, + "FP": 261, + "IoU": 0.9835265655314275, + "TN": 2632588, + "TP": 168305, + "n_pred": 168566, + "n_ref": 170863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9426680394175614, + "FN": 80, + "FP": 1869, + "IoU": 0.8915535277097708, + "TN": 2785740, + "TP": 16023, + "n_pred": 17892, + "n_ref": 16103 + }, + "3": { + "Dice": 0.966669664708472, + "FN": 3577, + "FP": 3464, + "IoU": 0.9354894864629621, + "TN": 2694567, + "TP": 102104, + "n_pred": 105568, + "n_ref": 105681 + }, + "4": { + "Dice": 0.897558675762085, + "FN": 964, + "FP": 5989, + "IoU": 0.8141555074439366, + "TN": 2766299, + "TP": 30460, + "n_pred": 36449, + "n_ref": 31424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558931104453308, + "FN": 5467, + "FP": 8401, + "IoU": 0.915512693200441, + "TN": 2639569, + "TP": 150275, + "n_pred": 158676, + "n_ref": 155742 + }, + "7": { + "Dice": 0.7978931896129349, + "FN": 4316, + "FP": 18784, + "IoU": 0.6637456694518036, + "TN": 2735014, + "TP": 45598, + "n_pred": 64382, + "n_ref": 49914 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2506, + "IoU": 0.0, + "TN": 2801206, + "TP": 0, + "n_pred": 2506, + "n_ref": 0 + }, + "9": { + "Dice": 0.9448969064107173, + "FN": 2272, + "FP": 1253, + "IoU": 0.895549365888349, + "TN": 2769964, + "TP": 30223, + "n_pred": 31476, + "n_ref": 32495 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8076923076923077, + "FN": 18, + "FP": 2, + "IoU": 0.6774193548387096, + "TN": 6308290, + "TP": 42, + "n_pred": 44, + "n_ref": 60 + }, + "10": { + "Dice": 0.926267822328706, + "FN": 2525, + "FP": 614, + "IoU": 0.8626618830941547, + "TN": 6285496, + "TP": 19717, + "n_pred": 20331, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9341964422243744, + "FN": 1833, + "FP": 2040, + "IoU": 0.8765184122429459, + "TN": 6276987, + "TP": 27492, + "n_pred": 29532, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8616019468839277, + "FN": 2474, + "FP": 2758, + "IoU": 0.7568547262756762, + "TN": 6286834, + "TP": 16286, + "n_pred": 19044, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7877513353281691, + "FN": 36989, + "FP": 960, + "IoU": 0.6498265234562433, + "TN": 6199980, + "TP": 70423, + "n_pred": 71383, + "n_ref": 107412 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31927, + "IoU": 0.0, + "TN": 6276425, + "TP": 0, + "n_pred": 31927, + "n_ref": 0 + }, + "4": { + "Dice": 0.9049181762492343, + "FN": 2729, + "FP": 1617, + "IoU": 0.8263475446517761, + "TN": 6283325, + "TP": 20681, + "n_pred": 22298, + "n_ref": 23410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615463556569718, + "FN": 5243, + "FP": 7497, + "IoU": 0.9259405664325908, + "TN": 6136328, + "TP": 159284, + "n_pred": 166781, + "n_ref": 164527 + }, + "7": { + "Dice": 0.5711938728754609, + "FN": 3156, + "FP": 177461, + "IoU": 0.3997700331989645, + "TN": 6007439, + "TP": 120296, + "n_pred": 297757, + "n_ref": 123452 + }, + "8": { + "Dice": 0.8921568627450981, + "FN": 41, + "FP": 3, + "IoU": 0.8053097345132744, + "TN": 6308126, + "TP": 182, + "n_pred": 185, + "n_ref": 223 + }, + "9": { + "Dice": 0.9436921839388658, + "FN": 602, + "FP": 238, + "IoU": 0.8933874857215383, + "TN": 6300473, + "TP": 7039, + "n_pred": 7277, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6670, + "IoU": 0.0, + "TN": 8054002, + "TP": 0, + "n_pred": 6670, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9274, + "IoU": 0.0, + "TN": 8051398, + "TP": 0, + "n_pred": 9274, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 8060672, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 8060672, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2398987307126484, + "FN": 17511, + "FP": 4706, + "IoU": 0.13629825448042607, + "TN": 8034949, + "TP": 3506, + "n_pred": 8212, + "n_ref": 21017 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 132241, + "IoU": 0.0, + "TN": 7928431, + "TP": 0, + "n_pred": 132241, + "n_ref": 0 + }, + "15": { + "Dice": 0.0373774653847058, + "FN": 8040, + "FP": 73858, + "IoU": 0.019044653123802224, + "TN": 7977184, + "TP": 1590, + "n_pred": 75448, + "n_ref": 9630 + }, + "2": { + "Dice": 0.9199057714958775, + "FN": 15, + "FP": 121, + "IoU": 0.8516902944383861, + "TN": 8059755, + "TP": 781, + "n_pred": 902, + "n_ref": 796 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 8060646, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "4": { + "Dice": 0.18233015053034954, + "FN": 20848, + "FP": 17773, + "IoU": 0.10030982831318284, + "TN": 8017745, + "TP": 4306, + "n_pred": 22079, + "n_ref": 25154 + }, + "5": { + "Dice": 0.5645098798915149, + "FN": 892, + "FP": 3604, + "IoU": 0.3932523616734143, + "TN": 8053262, + "TP": 2914, + "n_pred": 6518, + "n_ref": 3806 + }, + "6": { + "Dice": 0.8038101989278278, + "FN": 55244, + "FP": 166166, + "IoU": 0.6719754659397316, + "TN": 7385692, + "TP": 453570, + "n_pred": 619736, + "n_ref": 508814 + }, + "7": { + "Dice": 0.5827734101326495, + "FN": 5300, + "FP": 156087, + "IoU": 0.41120694058329504, + "TN": 7786574, + "TP": 112711, + "n_pred": 268798, + "n_ref": 118011 + }, + "8": { + "Dice": 0.7768936044798114, + "FN": 424, + "FP": 1847, + "IoU": 0.6351807228915662, + "TN": 8054447, + "TP": 3954, + "n_pred": 5801, + "n_ref": 4378 + }, + "9": { + "Dice": 0.661156048887052, + "FN": 4513, + "FP": 1226, + "IoU": 0.49382607161756925, + "TN": 8049334, + "TP": 5599, + "n_pred": 6825, + "n_ref": 10112 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9854346093652485, + "FN": 1009, + "FP": 2025, + "IoU": 0.9712874285497974, + "TN": 2522812, + "TP": 102634, + "n_pred": 104659, + "n_ref": 103643 + }, + "10": { + "Dice": 0.8897470674107282, + "FN": 3391, + "FP": 7258, + "IoU": 0.8013913238091686, + "TN": 2574862, + "TP": 42969, + "n_pred": 50227, + "n_ref": 46360 + }, + "11": { + "Dice": 0.0, + "FN": 151, + "FP": 0, + "IoU": 0.0, + "TN": 2628329, + "TP": 0, + "n_pred": 0, + "n_ref": 151 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.690087489852981, + "FN": 7676, + "FP": 12940, + "IoU": 0.5268195276458032, + "TN": 2584911, + "TP": 22953, + "n_pred": 35893, + "n_ref": 30629 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 54965, + "IoU": 0.0, + "TN": 2573515, + "TP": 0, + "n_pred": 54965, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7507418397626113, + "FN": 336, + "FP": 0, + "IoU": 0.6009501187648456, + "TN": 2627638, + "TP": 506, + "n_pred": 506, + "n_ref": 842 + }, + "3": { + "Dice": 0.9694638932897225, + "FN": 568, + "FP": 1822, + "IoU": 0.9407374346004116, + "TN": 2588151, + "TP": 37939, + "n_pred": 39761, + "n_ref": 38507 + }, + "4": { + "Dice": 0.4653788059464186, + "FN": 419, + "FP": 6306, + "IoU": 0.3032532117695814, + "TN": 2618828, + "TP": 2927, + "n_pred": 9233, + "n_ref": 3346 + }, + "5": { + "Dice": 0.3630831643002028, + "FN": 593, + "FP": 35, + "IoU": 0.2218091697645601, + "TN": 2627673, + "TP": 179, + "n_pred": 214, + "n_ref": 772 + }, + "6": { + "Dice": 0.8450166195366374, + "FN": 1968, + "FP": 4280, + "IoU": 0.7316266483398479, + "TN": 2605199, + "TP": 17033, + "n_pred": 21313, + "n_ref": 19001 + }, + "7": { + "Dice": 0.4874410544772253, + "FN": 28943, + "FP": 146162, + "IoU": 0.3222625180460353, + "TN": 2370113, + "TP": 83262, + "n_pred": 229424, + "n_ref": 112205 + }, + "8": { + "Dice": 0.9697226938313526, + "FN": 193, + "FP": 235, + "IoU": 0.9412249382037902, + "TN": 2621198, + "TP": 6854, + "n_pred": 7089, + "n_ref": 7047 + }, + "9": { + "Dice": 0.9184331797235024, + "FN": 748, + "FP": 1730, + "IoU": 0.8491691521090754, + "TN": 2612051, + "TP": 13951, + "n_pred": 15681, + "n_ref": 14699 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539223527100784, + "FN": 1893, + "FP": 4675, + "IoU": 0.9119039635168668, + "TN": 1677765, + "TP": 67987, + "n_pred": 72662, + "n_ref": 69880 + }, + "10": { + "Dice": 0.45339721254355403, + "FN": 26392, + "FP": 6238, + "IoU": 0.29315685722331736, + "TN": 1706157, + "TP": 13533, + "n_pred": 19771, + "n_ref": 39925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1272, + "FP": 0, + "IoU": 0.0, + "TN": 1751048, + "TP": 0, + "n_pred": 0, + "n_ref": 1272 + }, + "13": { + "Dice": 0.7418422404933196, + "FN": 8493, + "FP": 7583, + "IoU": 0.5896257721958442, + "TN": 1713146, + "TP": 23098, + "n_pred": 30681, + "n_ref": 31591 + }, + "14": { + "Dice": 0.5514260543992953, + "FN": 123, + "FP": 16171, + "IoU": 0.3806682123987989, + "TN": 1726011, + "TP": 10015, + "n_pred": 26186, + "n_ref": 10138 + }, + "15": { + "Dice": 0.7804508975617664, + "FN": 20871, + "FP": 3504, + "IoU": 0.6399503685431099, + "TN": 1684621, + "TP": 43324, + "n_pred": 46828, + "n_ref": 64195 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2204, + "IoU": 0.0, + "TN": 1750116, + "TP": 0, + "n_pred": 2204, + "n_ref": 0 + }, + "3": { + "Dice": 0.8801714599630154, + "FN": 2386, + "FP": 13101, + "IoU": 0.7859877012367857, + "TN": 1679955, + "TP": 56878, + "n_pred": 69979, + "n_ref": 59264 + }, + "4": { + "Dice": 0.134468524251806, + "FN": 513, + "FP": 16261, + "IoU": 0.0720805443381092, + "TN": 1734243, + "TP": 1303, + "n_pred": 17564, + "n_ref": 1816 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8211021252586045, + "FN": 9781, + "FP": 9243, + "IoU": 0.6964997926039374, + "TN": 1689638, + "TP": 43658, + "n_pred": 52901, + "n_ref": 53439 + }, + "7": { + "Dice": 0.7911112760005148, + "FN": 176651, + "FP": 3522, + "IoU": 0.6544119903635164, + "TN": 1230968, + "TP": 341179, + "n_pred": 344701, + "n_ref": 517830 + }, + "8": { + "Dice": 0.8975640224859462, + "FN": 101, + "FP": 227, + "IoU": 0.8141643059490085, + "TN": 1750555, + "TP": 1437, + "n_pred": 1664, + "n_ref": 1538 + }, + "9": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1752303, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749144872140543, + "FN": 1390, + "FP": 3355, + "IoU": 0.9510567411731942, + "TN": 2356299, + "TP": 92204, + "n_pred": 95559, + "n_ref": 93594 + }, + "10": { + "Dice": 0.49339436180172686, + "FN": 5051, + "FP": 4689, + "IoU": 0.32748739901954016, + "TN": 2438765, + "TP": 4743, + "n_pred": 9432, + "n_ref": 9794 + }, + "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": 0.6960307587922651, + "FN": 11034, + "FP": 10470, + "IoU": 0.5337785101032001, + "TN": 2407124, + "TP": 24620, + "n_pred": 35090, + "n_ref": 35654 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 64, + "IoU": 0.0, + "TN": 2453181, + "TP": 0, + "n_pred": 64, + "n_ref": 3 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9642894882425704, + "FN": 4384, + "FP": 1361, + "IoU": 0.9310415191271261, + "TN": 2369937, + "TP": 77566, + "n_pred": 78927, + "n_ref": 81950 + }, + "3": { + "Dice": 0.9707364062136696, + "FN": 1616, + "FP": 1027, + "IoU": 0.9431368330464716, + "TN": 2406768, + "TP": 43837, + "n_pred": 44864, + "n_ref": 45453 + }, + "4": { + "Dice": 0.7621669452364566, + "FN": 3204, + "FP": 1634, + "IoU": 0.6157267672756156, + "TN": 2440658, + "TP": 7752, + "n_pred": 9386, + "n_ref": 10956 + }, + "5": { + "Dice": 0.6781725888324873, + "FN": 68, + "FP": 883, + "IoU": 0.5130568356374808, + "TN": 2451295, + "TP": 1002, + "n_pred": 1885, + "n_ref": 1070 + }, + "6": { + "Dice": 0.961860003817099, + "FN": 6899, + "FP": 16482, + "IoU": 0.9265224414373079, + "TN": 2135042, + "TP": 294825, + "n_pred": 311307, + "n_ref": 301724 + }, + "7": { + "Dice": 0.8984702830548562, + "FN": 78706, + "FP": 6462, + "IoU": 0.8156568717424807, + "TN": 1991240, + "TP": 376840, + "n_pred": 383302, + "n_ref": 455546 + }, + "8": { + "Dice": 0.04411764705882353, + "FN": 9, + "FP": 121, + "IoU": 0.022556390977443608, + "TN": 2453115, + "TP": 3, + "n_pred": 124, + "n_ref": 12 + }, + "9": { + "Dice": 0.35314793755815155, + "FN": 3586, + "FP": 2671, + "IoU": 0.21443816698053986, + "TN": 2445283, + "TP": 1708, + "n_pred": 4379, + "n_ref": 5294 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9519331930562862, + "FN": 1060, + "FP": 3326, + "IoU": 0.9082752995796474, + "TN": 5559607, + "TP": 43431, + "n_pred": 46757, + "n_ref": 44491 + }, + "10": { + "Dice": 0.8551147369140669, + "FN": 7305, + "FP": 5411, + "IoU": 0.746899942278219, + "TN": 5557183, + "TP": 37525, + "n_pred": 42936, + "n_ref": 44830 + }, + "11": { + "Dice": 0.0, + "FN": 2799, + "FP": 0, + "IoU": 0.0, + "TN": 5604625, + "TP": 0, + "n_pred": 0, + "n_ref": 2799 + }, + "12": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 5607410, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "13": { + "Dice": 0.8303046111932296, + "FN": 5571, + "FP": 6139, + "IoU": 0.7098468705089449, + "TN": 5567066, + "TP": 28648, + "n_pred": 34787, + "n_ref": 34219 + }, + "14": { + "Dice": 0.4681541218063573, + "FN": 34443, + "FP": 131486, + "IoU": 0.3056143757480394, + "TN": 5368466, + "TP": 73029, + "n_pred": 204515, + "n_ref": 107472 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 5607322, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "2": { + "Dice": 0.9155190863091557, + "FN": 14230, + "FP": 1481, + "IoU": 0.8442002756815185, + "TN": 5506583, + "TP": 85130, + "n_pred": 86611, + "n_ref": 99360 + }, + "3": { + "Dice": 0.9265236377444466, + "FN": 3586, + "FP": 11507, + "IoU": 0.8631057658295013, + "TN": 5497171, + "TP": 95160, + "n_pred": 106667, + "n_ref": 98746 + }, + "4": { + "Dice": 0.029021011966456234, + "FN": 25022, + "FP": 5893, + "IoU": 0.014724161009656756, + "TN": 5576047, + "TP": 462, + "n_pred": 6355, + "n_ref": 25484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 5607301, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "6": { + "Dice": 0.8304979995446118, + "FN": 15588, + "FP": 145953, + "IoU": 0.7101296100572955, + "TN": 5050137, + "TP": 395746, + "n_pred": 541699, + "n_ref": 411334 + }, + "7": { + "Dice": 0.9090323096684342, + "FN": 4512, + "FP": 34156, + "IoU": 0.8332348590379995, + "TN": 5375553, + "TP": 193203, + "n_pred": 227359, + "n_ref": 197715 + }, + "8": { + "Dice": 0.7414903403863845, + "FN": 177, + "FP": 104, + "IoU": 0.5891812865497076, + "TN": 5606740, + "TP": 403, + "n_pred": 507, + "n_ref": 580 + }, + "9": { + "Dice": 0.8614054360537227, + "FN": 955, + "FP": 6867, + "IoU": 0.756551509492686, + "TN": 5575294, + "TP": 24308, + "n_pred": 31175, + "n_ref": 25263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7881773399014779, + "FN": 8, + "FP": 35, + "IoU": 0.6504065040650406, + "TN": 1752197, + "TP": 80, + "n_pred": 115, + "n_ref": 88 + }, + "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": 0.9872545471319183, + "FN": 948, + "FP": 2644, + "IoU": 0.9748298986048533, + "TN": 1609611, + "TP": 139117, + "n_pred": 141761, + "n_ref": 140065 + }, + "15": { + "Dice": 0.8227513227513228, + "FN": 19, + "FP": 383, + "IoU": 0.698876404494382, + "TN": 1750985, + "TP": 933, + "n_pred": 1316, + "n_ref": 952 + }, + "2": { + "Dice": 0.9697269187960966, + "FN": 3058, + "FP": 3497, + "IoU": 0.9412328988183823, + "TN": 1640778, + "TP": 104987, + "n_pred": 108484, + "n_ref": 108045 + }, + "3": { + "Dice": 0.9746474342295119, + "FN": 2119, + "FP": 3240, + "IoU": 0.9505485886185163, + "TN": 1643951, + "TP": 103010, + "n_pred": 106250, + "n_ref": 105129 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1752303, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": 0.40686078978859197, + "FN": 4459, + "FP": 2, + "IoU": 0.2553830746119179, + "TN": 1746329, + "TP": 1530, + "n_pred": 1532, + "n_ref": 5989 + }, + "6": { + "Dice": 0.9456128026318044, + "FN": 10663, + "FP": 5208, + "IoU": 0.8968363851458955, + "TN": 1598477, + "TP": 137972, + "n_pred": 143180, + "n_ref": 148635 + }, + "7": { + "Dice": 0.9495286178782086, + "FN": 1575, + "FP": 1514, + "IoU": 0.9039071735208113, + "TN": 1720174, + "TP": 29057, + "n_pred": 30571, + "n_ref": 30632 + }, + "8": { + "Dice": 0.15690682252444643, + "FN": 604, + "FP": 6897, + "IoU": 0.08513233321136723, + "TN": 1744121, + "TP": 698, + "n_pred": 7595, + "n_ref": 1302 + }, + "9": { + "Dice": 0.6844824514519865, + "FN": 3455, + "FP": 87, + "IoU": 0.5203141928494042, + "TN": 1744936, + "TP": 3842, + "n_pred": 3929, + "n_ref": 7297 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9105189952818611, + "FN": 2080, + "FP": 1201, + "IoU": 0.835736457394613, + "TN": 2082810, + "TP": 16693, + "n_pred": 17894, + "n_ref": 18773 + }, + "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": 0.8496783510568465, + "FN": 665, + "FP": 3915, + "IoU": 0.7386441451723351, + "TN": 2085260, + "TP": 12944, + "n_pred": 16859, + "n_ref": 13609 + }, + "14": { + "Dice": 0.8596002229831966, + "FN": 517, + "FP": 1246, + "IoU": 0.7537709497206704, + "TN": 2095624, + "TP": 5397, + "n_pred": 6643, + "n_ref": 5914 + }, + "15": { + "Dice": 0.5939231849654696, + "FN": 90418, + "FP": 75, + "IoU": 0.42239739580008934, + "TN": 1946114, + "TP": 66177, + "n_pred": 66252, + "n_ref": 156595 + }, + "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": 22479, + "IoU": 0.0, + "TN": 2080305, + "TP": 0, + "n_pred": 22479, + "n_ref": 0 + }, + "4": { + "Dice": 0.8143955144800203, + "FN": 12066, + "FP": 1771, + "IoU": 0.6869031995293479, + "TN": 2058590, + "TP": 30357, + "n_pred": 32128, + "n_ref": 42423 + }, + "5": { + "Dice": 0.8559056464019145, + "FN": 1561, + "FP": 968, + "IoU": 0.7481075697211156, + "TN": 2092744, + "TP": 7511, + "n_pred": 8479, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9805465799499202, + "FN": 6636, + "FP": 7488, + "IoU": 0.9618355882329099, + "TN": 1732701, + "TP": 355959, + "n_pred": 363447, + "n_ref": 362595 + }, + "7": { + "Dice": 0.8153201061111722, + "FN": 1327, + "FP": 13780, + "IoU": 0.6882197548190035, + "TN": 2054330, + "TP": 33347, + "n_pred": 47127, + "n_ref": 34674 + }, + "8": { + "Dice": 0.967523262107895, + "FN": 1410, + "FP": 1110, + "IoU": 0.937089647252665, + "TN": 2062727, + "TP": 37537, + "n_pred": 38647, + "n_ref": 38947 + }, + "9": { + "Dice": 0.7385200615886243, + "FN": 1213, + "FP": 1674, + "IoU": 0.5854394026421597, + "TN": 2095820, + "TP": 4077, + "n_pred": 5751, + "n_ref": 5290 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566104209160022, + "FN": 1868, + "FP": 1408, + "IoU": 0.9168295717078372, + "TN": 1362467, + "TP": 36113, + "n_pred": 37521, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8675681406690916, + "FN": 3764, + "FP": 4355, + "IoU": 0.7661106789963414, + "TN": 1367143, + "TP": 26594, + "n_pred": 30949, + "n_ref": 30358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 1398354, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7178171896316508, + "FN": 3083, + "FP": 7259, + "IoU": 0.559839972761321, + "TN": 1378360, + "TP": 13154, + "n_pred": 20413, + "n_ref": 16237 + }, + "14": { + "Dice": 0.5780420906923688, + "FN": 15786, + "FP": 675, + "IoU": 0.40651139313527546, + "TN": 1374120, + "TP": 11275, + "n_pred": 11950, + "n_ref": 27061 + }, + "15": { + "Dice": 0.9127296905222437, + "FN": 13105, + "FP": 1333, + "IoU": 0.8394689734153148, + "TN": 1311917, + "TP": 75501, + "n_pred": 76834, + "n_ref": 88606 + }, + "2": { + "Dice": 0.9662409912757618, + "FN": 165, + "FP": 636, + "IoU": 0.9346868884540117, + "TN": 1389592, + "TP": 11463, + "n_pred": 12099, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9618833677778776, + "FN": 918, + "FP": 1203, + "IoU": 0.9265657999515285, + "TN": 1372973, + "TP": 26762, + "n_pred": 27965, + "n_ref": 27680 + }, + "4": { + "Dice": 0.7538558626782784, + "FN": 1284, + "FP": 8467, + "IoU": 0.604950775837621, + "TN": 1377173, + "TP": 14932, + "n_pred": 23399, + "n_ref": 16216 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 1401697, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757779716647971, + "FN": 5897, + "FP": 4014, + "IoU": 0.9527016063605387, + "TN": 1192314, + "TP": 199631, + "n_pred": 203645, + "n_ref": 205528 + }, + "7": { + "Dice": 0.8457460767333228, + "FN": 2542, + "FP": 397, + "IoU": 0.7327209894507094, + "TN": 1390860, + "TP": 8057, + "n_pred": 8454, + "n_ref": 10599 + }, + "8": { + "Dice": 0.9747280106408376, + "FN": 525, + "FP": 216, + "IoU": 0.9507018827755971, + "TN": 1386825, + "TP": 14290, + "n_pred": 14506, + "n_ref": 14815 + }, + "9": { + "Dice": 0.9232643118148599, + "FN": 64, + "FP": 692, + "IoU": 0.8574660633484162, + "TN": 1396552, + "TP": 4548, + "n_pred": 5240, + "n_ref": 4612 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.898105945507951, + "FN": 84, + "FP": 1928, + "IoU": 0.8150565309311517, + "TN": 1916673, + "TP": 8867, + "n_pred": 10795, + "n_ref": 8951 + }, + "10": { + "Dice": 0.9248658854556897, + "FN": 1327, + "FP": 1180, + "IoU": 0.8602330378547137, + "TN": 1909615, + "TP": 15430, + "n_pred": 16610, + "n_ref": 16757 + }, + "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": 0.11714589989350373, + "FN": 0, + "FP": 829, + "IoU": 0.06221719457013575, + "TN": 1926668, + "TP": 55, + "n_pred": 884, + "n_ref": 55 + }, + "14": { + "Dice": 0.9550334913758596, + "FN": 527, + "FP": 4528, + "IoU": 0.913936938163988, + "TN": 1868816, + "TP": 53681, + "n_pred": 58209, + "n_ref": 54208 + }, + "15": { + "Dice": 0.9407554457183757, + "FN": 2714, + "FP": 6060, + "IoU": 0.8881380998521087, + "TN": 1849116, + "TP": 69662, + "n_pred": 75722, + "n_ref": 72376 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1927548, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9676413365555383, + "FN": 3783, + "FP": 3086, + "IoU": 0.9373111989267429, + "TN": 1817979, + "TP": 102704, + "n_pred": 105790, + "n_ref": 106487 + }, + "4": { + "Dice": 0.7232262084928336, + "FN": 918, + "FP": 11518, + "IoU": 0.5664481941151862, + "TN": 1898868, + "TP": 16248, + "n_pred": 27766, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9152284668534538, + "FN": 2980, + "FP": 10847, + "IoU": 0.8437061988515622, + "TN": 1839084, + "TP": 74641, + "n_pred": 85488, + "n_ref": 77621 + }, + "7": { + "Dice": 0.9670987214790263, + "FN": 19233, + "FP": 6874, + "IoU": 0.9362934692692306, + "TN": 1517751, + "TP": 383694, + "n_pred": 390568, + "n_ref": 402927 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383940674587353, + "FN": 736, + "FP": 3127, + "IoU": 0.8839382285782958, + "TN": 2244732, + "TP": 29421, + "n_pred": 32548, + "n_ref": 30157 + }, + "10": { + "Dice": 0.8020545746388443, + "FN": 11300, + "FP": 13364, + "IoU": 0.6695251366705971, + "TN": 2203384, + "TP": 49968, + "n_pred": 63332, + "n_ref": 61268 + }, + "11": { + "Dice": 0.0, + "FN": 2167, + "FP": 0, + "IoU": 0.0, + "TN": 2275849, + "TP": 0, + "n_pred": 0, + "n_ref": 2167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7134800864355861, + "FN": 8269, + "FP": 8040, + "IoU": 0.5545814556875598, + "TN": 2241401, + "TP": 20306, + "n_pred": 28346, + "n_ref": 28575 + }, + "14": { + "Dice": 0.9507815527709598, + "FN": 2577, + "FP": 1995, + "IoU": 0.9061807436591972, + "TN": 2229284, + "TP": 44160, + "n_pred": 46155, + "n_ref": 46737 + }, + "15": { + "Dice": 0.8819709227418691, + "FN": 4208, + "FP": 13839, + "IoU": 0.7888622404211758, + "TN": 2192541, + "TP": 67428, + "n_pred": 81267, + "n_ref": 71636 + }, + "2": { + "Dice": 0.9583448172183108, + "FN": 1258, + "FP": 5392, + "IoU": 0.9200211673301503, + "TN": 2194869, + "TP": 76497, + "n_pred": 81889, + "n_ref": 77755 + }, + "3": { + "Dice": 0.9531988458285657, + "FN": 2407, + "FP": 5119, + "IoU": 0.9105825323464065, + "TN": 2193849, + "TP": 76641, + "n_pred": 81760, + "n_ref": 79048 + }, + "4": { + "Dice": 0.9238304761114109, + "FN": 323, + "FP": 1512, + "IoU": 0.8584432615906812, + "TN": 2265053, + "TP": 11128, + "n_pred": 12640, + "n_ref": 11451 + }, + "5": { + "Dice": 0.49708615530004724, + "FN": 2482, + "FP": 711, + "IoU": 0.3307482708027667, + "TN": 2273245, + "TP": 1578, + "n_pred": 2289, + "n_ref": 4060 + }, + "6": { + "Dice": 0.9517289453657102, + "FN": 7015, + "FP": 8081, + "IoU": 0.9079034865631578, + "TN": 2114101, + "TP": 148819, + "n_pred": 156900, + "n_ref": 155834 + }, + "7": { + "Dice": 0.941744021164144, + "FN": 46740, + "FP": 3423, + "IoU": 0.8899019140908782, + "TN": 1822395, + "TP": 405458, + "n_pred": 408881, + "n_ref": 452198 + }, + "8": { + "Dice": 0.8501290414355097, + "FN": 393, + "FP": 6982, + "IoU": 0.7393256044111409, + "TN": 2249724, + "TP": 20917, + "n_pred": 27899, + "n_ref": 21310 + }, + "9": { + "Dice": 0.9122991835659732, + "FN": 393, + "FP": 1272, + "IoU": 0.8387409200968523, + "TN": 2267691, + "TP": 8660, + "n_pred": 9932, + "n_ref": 9053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24427480916030533, + "FN": 0, + "FP": 99, + "IoU": 0.1391304347826087, + "TN": 2628365, + "TP": 16, + "n_pred": 115, + "n_ref": 16 + }, + "10": { + "Dice": 0.8542505561343733, + "FN": 7005, + "FP": 3347, + "IoU": 0.7455823441224901, + "TN": 2587791, + "TP": 30337, + "n_pred": 33684, + "n_ref": 37342 + }, + "11": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 2628372, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "12": { + "Dice": 0.0, + "FN": 4965, + "FP": 0, + "IoU": 0.0, + "TN": 2623515, + "TP": 0, + "n_pred": 0, + "n_ref": 4965 + }, + "13": { + "Dice": 0.8707764136261456, + "FN": 10486, + "FP": 4460, + "IoU": 0.7711284320781587, + "TN": 2563177, + "TP": 50357, + "n_pred": 54817, + "n_ref": 60843 + }, + "14": { + "Dice": 0.009839049081499174, + "FN": 5164, + "FP": 29656, + "IoU": 0.004943845912039551, + "TN": 2593487, + "TP": 173, + "n_pred": 29829, + "n_ref": 5337 + }, + "15": { + "Dice": 0.6933011101880523, + "FN": 88, + "FP": 3973, + "IoU": 0.5305745000577968, + "TN": 2619829, + "TP": 4590, + "n_pred": 8563, + "n_ref": 4678 + }, + "2": { + "Dice": 0.959915164369035, + "FN": 127, + "FP": 440, + "IoU": 0.9229200652528549, + "TN": 2621124, + "TP": 6789, + "n_pred": 7229, + "n_ref": 6916 + }, + "3": { + "Dice": 0.16967660646787064, + "FN": 126, + "FP": 63138, + "IoU": 0.0927030748049564, + "TN": 2558752, + "TP": 6464, + "n_pred": 69602, + "n_ref": 6590 + }, + "4": { + "Dice": 0.9047993705743509, + "FN": 416, + "FP": 189, + "IoU": 0.8261494252873564, + "TN": 2625000, + "TP": 2875, + "n_pred": 3064, + "n_ref": 3291 + }, + "5": { + "Dice": 0.4896302975653742, + "FN": 139, + "FP": 993, + "IoU": 0.32417910447761195, + "TN": 2626805, + "TP": 543, + "n_pred": 1536, + "n_ref": 682 + }, + "6": { + "Dice": 0.9493364048961629, + "FN": 1668, + "FP": 4226, + "IoU": 0.9035588644358995, + "TN": 2567365, + "TP": 55221, + "n_pred": 59447, + "n_ref": 56889 + }, + "7": { + "Dice": 0.8928059740372509, + "FN": 9213, + "FP": 62388, + "IoU": 0.8063681279899616, + "TN": 2258701, + "TP": 298178, + "n_pred": 360566, + "n_ref": 307391 + }, + "8": { + "Dice": 0.9248975876194812, + "FN": 2460, + "FP": 3810, + "IoU": 0.8602878916172735, + "TN": 2583602, + "TP": 38608, + "n_pred": 42418, + "n_ref": 41068 + }, + "9": { + "Dice": 0.9048036465638148, + "FN": 550, + "FP": 1622, + "IoU": 0.8261565551464704, + "TN": 2615986, + "TP": 10322, + "n_pred": 11944, + "n_ref": 10872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417630453971687, + "FN": 12723, + "FP": 6608, + "IoU": 0.8899358894063791, + "TN": 7184110, + "TP": 156303, + "n_pred": 162911, + "n_ref": 169026 + }, + "10": { + "Dice": 0.7655282056904775, + "FN": 2886, + "FP": 1391, + "IoU": 0.6201261213251621, + "TN": 7348485, + "TP": 6982, + "n_pred": 8373, + "n_ref": 9868 + }, + "11": { + "Dice": 0.0, + "FN": 3577, + "FP": 0, + "IoU": 0.0, + "TN": 7356167, + "TP": 0, + "n_pred": 0, + "n_ref": 3577 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7359744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.47314499867609017, + "FN": 933, + "FP": 24934, + "IoU": 0.3098820767301638, + "TN": 7322262, + "TP": 11615, + "n_pred": 36549, + "n_ref": 12548 + }, + "14": { + "Dice": 0.00025360953290055335, + "FN": 28611, + "FP": 255218, + "IoU": 0.00012682084793828053, + "TN": 7075879, + "TP": 36, + "n_pred": 255254, + "n_ref": 28647 + }, + "15": { + "Dice": 0.3467024088115917, + "FN": 32973, + "FP": 87906, + "IoU": 0.209703571008277, + "TN": 7206790, + "TP": 32075, + "n_pred": 119981, + "n_ref": 65048 + }, + "2": { + "Dice": 0.9474814176276369, + "FN": 773, + "FP": 2456, + "IoU": 0.9002039807145507, + "TN": 7327388, + "TP": 29127, + "n_pred": 31583, + "n_ref": 29900 + }, + "3": { + "Dice": 0.9657809886300274, + "FN": 3275, + "FP": 2371, + "IoU": 0.9338263733430222, + "TN": 7274423, + "TP": 79675, + "n_pred": 82046, + "n_ref": 82950 + }, + "4": { + "Dice": 0.8084997439836149, + "FN": 2584, + "FP": 1904, + "IoU": 0.6785560807907176, + "TN": 7345782, + "TP": 9474, + "n_pred": 11378, + "n_ref": 12058 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 7359706, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.27186032743120986, + "FN": 10066, + "FP": 1671167, + "IoU": 0.1573138628471526, + "TN": 5364656, + "TP": 313855, + "n_pred": 1985022, + "n_ref": 323921 + }, + "7": { + "Dice": 0.8990608359201884, + "FN": 27012, + "FP": 13894, + "IoU": 0.8166308050923435, + "TN": 7136664, + "TP": 182174, + "n_pred": 196068, + "n_ref": 209186 + }, + "8": { + "Dice": 0.9422247446083996, + "FN": 121, + "FP": 897, + "IoU": 0.8907608112458418, + "TN": 7350425, + "TP": 8301, + "n_pred": 9198, + "n_ref": 8422 + }, + "9": { + "Dice": 0.8251412089893042, + "FN": 1889, + "FP": 9751, + "IoU": 0.7023322422258592, + "TN": 7320640, + "TP": 27464, + "n_pred": 37215, + "n_ref": 29353 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704469777911475, + "FN": 791, + "FP": 2058, + "IoU": 0.9425905775198484, + "TN": 1176998, + "TP": 46777, + "n_pred": 48835, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8356534240331007, + "FN": 7245, + "FP": 6816, + "IoU": 0.7177016201891224, + "TN": 1176815, + "TP": 35748, + "n_pred": 42564, + "n_ref": 42993 + }, + "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": 0.7203013182674199, + "FN": 1382, + "FP": 6044, + "IoU": 0.5628679067577114, + "TN": 1209636, + "TP": 9562, + "n_pred": 15606, + "n_ref": 10944 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1102, + "IoU": 0.0, + "TN": 1225522, + "TP": 0, + "n_pred": 1102, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9094269870609981, + "FN": 7, + "FP": 42, + "IoU": 0.8338983050847457, + "TN": 1226329, + "TP": 246, + "n_pred": 288, + "n_ref": 253 + }, + "3": { + "Dice": 0.9736628287192088, + "FN": 2025, + "FP": 1962, + "IoU": 0.9486773508399304, + "TN": 1148939, + "TP": 73698, + "n_pred": 75660, + "n_ref": 75723 + }, + "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": 38, + "IoU": 0.0, + "TN": 1226586, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.8352515220777119, + "FN": 1632, + "FP": 14658, + "IoU": 0.7171089191442067, + "TN": 1169040, + "TP": 41294, + "n_pred": 55952, + "n_ref": 42926 + }, + "7": { + "Dice": 0.9676282469651482, + "FN": 1007, + "FP": 1473, + "IoU": 0.9372866354785687, + "TN": 1187079, + "TP": 37065, + "n_pred": 38538, + "n_ref": 38072 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.935127962085308, + "FN": 595, + "FP": 1116, + "IoU": 0.8781599373353272, + "TN": 1212581, + "TP": 12332, + "n_pred": 13448, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774872427709035, + "FN": 656, + "FP": 1369, + "IoU": 0.9559658164263813, + "TN": 4159581, + "TP": 43962, + "n_pred": 45331, + "n_ref": 44618 + }, + "10": { + "Dice": 0.8646429261967858, + "FN": 3235, + "FP": 8666, + "IoU": 0.7615603462093284, + "TN": 4155656, + "TP": 38011, + "n_pred": 46677, + "n_ref": 41246 + }, + "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": 0.7187961595273265, + "FN": 3518, + "FP": 2574, + "IoU": 0.5610318489695921, + "TN": 4191690, + "TP": 7786, + "n_pred": 10360, + "n_ref": 11304 + }, + "14": { + "Dice": 0.8619024074848819, + "FN": 23446, + "FP": 1971, + "IoU": 0.7573185403020987, + "TN": 4100834, + "TP": 79317, + "n_pred": 81288, + "n_ref": 102763 + }, + "15": { + "Dice": 0.8462308853645047, + "FN": 16248, + "FP": 4326, + "IoU": 0.7334490710750654, + "TN": 4128382, + "TP": 56612, + "n_pred": 60938, + "n_ref": 72860 + }, + "2": { + "Dice": 0.9431042385352085, + "FN": 7374, + "FP": 2060, + "IoU": 0.8923342044896888, + "TN": 4117945, + "TP": 78189, + "n_pred": 80249, + "n_ref": 85563 + }, + "3": { + "Dice": 0.923966921563255, + "FN": 3850, + "FP": 8360, + "IoU": 0.8586789198949062, + "TN": 4119169, + "TP": 74189, + "n_pred": 82549, + "n_ref": 78039 + }, + "4": { + "Dice": 0.8583298712089739, + "FN": 1046, + "FP": 318, + "IoU": 0.7518195050946143, + "TN": 4200072, + "TP": 4132, + "n_pred": 4450, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9643097472099136, + "FN": 3470, + "FP": 7774, + "IoU": 0.931079291913892, + "TN": 4042424, + "TP": 151900, + "n_pred": 159674, + "n_ref": 155370 + }, + "7": { + "Dice": 0.9260791829363821, + "FN": 6929, + "FP": 17795, + "IoU": 0.8623346975138506, + "TN": 4025973, + "TP": 154871, + "n_pred": 172666, + "n_ref": 161800 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671919912776291, + "FN": 654, + "FP": 339, + "IoU": 0.936468330134357, + "TN": 6292722, + "TP": 14637, + "n_pred": 14976, + "n_ref": 15291 + }, + "10": { + "Dice": 0.9153094462540716, + "FN": 147, + "FP": 9, + "IoU": 0.8438438438438438, + "TN": 6307353, + "TP": 843, + "n_pred": 852, + "n_ref": 990 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 175, + "FP": 0, + "IoU": 0.0, + "TN": 6308177, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.7633100697906281, + "FN": 11335, + "FP": 535, + "IoU": 0.617220251531764, + "TN": 6277342, + "TP": 19140, + "n_pred": 19675, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8367503190131859, + "FN": 202, + "FP": 1717, + "IoU": 0.7193213397689044, + "TN": 6301515, + "TP": 4918, + "n_pred": 6635, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6875, + "FN": 20, + "FP": 0, + "IoU": 0.5238095238095238, + "TN": 6308310, + "TP": 22, + "n_pred": 22, + "n_ref": 42 + }, + "4": { + "Dice": 0.9572822065253952, + "FN": 967, + "FP": 2208, + "IoU": 0.9180645161290323, + "TN": 6269602, + "TP": 35575, + "n_pred": 37783, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9827874797745914, + "FN": 4562, + "FP": 4076, + "IoU": 0.9661574747003812, + "TN": 6053111, + "TP": 246603, + "n_pred": 250679, + "n_ref": 251165 + }, + "7": { + "Dice": 0.9659307816548177, + "FN": 5513, + "FP": 1680, + "IoU": 0.934106503238336, + "TN": 6199191, + "TP": 101968, + "n_pred": 103648, + "n_ref": 107481 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 16, + "FP": 19, + "IoU": 0.0, + "TN": 2628445, + "TP": 0, + "n_pred": 19, + "n_ref": 16 + }, + "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": 0.7332165791009924, + "FN": 2689, + "FP": 5080, + "IoU": 0.5788018433179724, + "TN": 2610035, + "TP": 10676, + "n_pred": 15756, + "n_ref": 13365 + }, + "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": 0.8911588194768009, + "FN": 2946, + "FP": 24385, + "IoU": 0.8036848154000862, + "TN": 2489260, + "TP": 111889, + "n_pred": 136274, + "n_ref": 114835 + }, + "3": { + "Dice": 0.5614153634243166, + "FN": 2963, + "FP": 64540, + "IoU": 0.39025535873973644, + "TN": 2517773, + "TP": 43204, + "n_pred": 107744, + "n_ref": 46167 + }, + "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": 27, + "IoU": 0.0, + "TN": 2628453, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687002294506681, + "FN": 3210, + "FP": 1428, + "IoU": 0.9393003442002905, + "TN": 2552071, + "TP": 71771, + "n_pred": 73199, + "n_ref": 74981 + }, + "7": { + "Dice": 0.9358858376864039, + "FN": 439, + "FP": 1758, + "IoU": 0.8794975866608161, + "TN": 2610248, + "TP": 16035, + "n_pred": 17793, + "n_ref": 16474 + }, + "8": { + "Dice": 0.9465310380803339, + "FN": 143, + "FP": 267, + "IoU": 0.8984897251794999, + "TN": 2624441, + "TP": 3629, + "n_pred": 3896, + "n_ref": 3772 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7616236562051504, + "FN": 5596, + "FP": 3207, + "IoU": 0.6150179305519111, + "TN": 2956078, + "TP": 14063, + "n_pred": 17270, + "n_ref": 19659 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 384, + "FP": 0, + "IoU": 0.0, + "TN": 2978560, + "TP": 0, + "n_pred": 0, + "n_ref": 384 + }, + "13": { + "Dice": 0.7888372647128902, + "FN": 7638, + "FP": 6542, + "IoU": 0.6513057591108051, + "TN": 2938278, + "TP": 26486, + "n_pred": 33028, + "n_ref": 34124 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9281431907699815, + "FN": 7444, + "FP": 802, + "IoU": 0.8659208793352954, + "TN": 2917443, + "TP": 53255, + "n_pred": 54057, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9459205246580662, + "FN": 3443, + "FP": 2824, + "IoU": 0.897390136878643, + "TN": 2917868, + "TP": 54809, + "n_pred": 57633, + "n_ref": 58252 + }, + "3": { + "Dice": 0.844896992659247, + "FN": 43, + "FP": 612, + "IoU": 0.7314473144731447, + "TN": 2976505, + "TP": 1784, + "n_pred": 2396, + "n_ref": 1827 + }, + "4": { + "Dice": 0.7696344892221181, + "FN": 4589, + "FP": 327, + "IoU": 0.625533211456429, + "TN": 2965816, + "TP": 8212, + "n_pred": 8539, + "n_ref": 12801 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812482478903958, + "FN": 4373, + "FP": 2918, + "IoU": 0.9631868076383209, + "TN": 2780890, + "TP": 190763, + "n_pred": 193681, + "n_ref": 195136 + }, + "7": { + "Dice": 0.6868770396184345, + "FN": 34962, + "FP": 7448, + "IoU": 0.5230866113397656, + "TN": 2890018, + "TP": 46516, + "n_pred": 53964, + "n_ref": 81478 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 2978880, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "9": { + "Dice": 0.9329559796534975, + "FN": 1284, + "FP": 469, + "IoU": 0.874336917562724, + "TN": 2964994, + "TP": 12197, + "n_pred": 12666, + "n_ref": 13481 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6000518419132306, + "FN": 6211.917777777779, + "FP": 5328.237777777778, + "IoU": 0.5221416064262757, + "TN": 2928911.0200000005, + "TP": 38492.82444444446, + "n_pred": 43821.06222222223, + "n_ref": 44704.74222222222 + }, + "mean": { + "1": { + "Dice": 0.7197482328630924, + "FN": 3546.7, + "FP": 2454.266666666667, + "IoU": 0.6839897125953448, + "TN": 2917461.0, + "TP": 55482.03333333333, + "n_pred": 57936.3, + "n_ref": 59028.73333333333 + }, + "10": { + "Dice": 0.7361661668632116, + "FN": 5343.0, + "FP": 6540.3, + "IoU": 0.6189492749744802, + "TN": 2948633.566666667, + "TP": 18427.133333333335, + "n_pred": 24967.433333333334, + "n_ref": 23770.133333333335 + }, + "11": { + "Dice": 0.050853942906718894, + "FN": 605.1333333333333, + "FP": 32.233333333333334, + "IoU": 0.03297384039429966, + "TN": 2978258.6, + "TP": 48.03333333333333, + "n_pred": 80.26666666666667, + "n_ref": 653.1666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 910.8666666666667, + "FP": 1.8666666666666667, + "IoU": 0.0, + "TN": 2978031.2666666666, + "TP": 0.0, + "n_pred": 1.8666666666666667, + "n_ref": 910.8666666666667 + }, + "13": { + "Dice": 0.5541154455856924, + "FN": 6556.1, + "FP": 7045.333333333333, + "IoU": 0.41931680261750204, + "TN": 2954523.6333333333, + "TP": 10818.933333333332, + "n_pred": 17864.266666666666, + "n_ref": 17375.033333333333 + }, + "14": { + "Dice": 0.5196727830415834, + "FN": 3718.6, + "FP": 9536.0, + "IoU": 0.43265011128608594, + "TN": 2942387.1333333333, + "TP": 23302.266666666666, + "n_pred": 32838.26666666667, + "n_ref": 27020.866666666665 + }, + "15": { + "Dice": 0.5427130316626486, + "FN": 6692.833333333333, + "FP": 5535.166666666667, + "IoU": 0.4378270467112553, + "TN": 2949705.7333333334, + "TP": 17010.266666666666, + "n_pred": 22545.433333333334, + "n_ref": 23703.1 + }, + "2": { + "Dice": 0.8810386166685874, + "FN": 11126.333333333334, + "FP": 1301.6, + "IoU": 0.8069469037383642, + "TN": 2933866.8, + "TP": 32649.266666666666, + "n_pred": 33950.86666666667, + "n_ref": 43775.6 + }, + "3": { + "Dice": 0.6961604742098753, + "FN": 7013.1, + "FP": 7376.666666666667, + "IoU": 0.6279758947013321, + "TN": 2922269.5, + "TP": 42284.73333333333, + "n_pred": 49661.4, + "n_ref": 49297.833333333336 + }, + "4": { + "Dice": 0.5368190753097669, + "FN": 3869.1666666666665, + "FP": 1656.4666666666667, + "IoU": 0.4331994806256669, + "TN": 2966486.5, + "TP": 6931.866666666667, + "n_pred": 8588.333333333334, + "n_ref": 10801.033333333333 + }, + "5": { + "Dice": 0.41824692328830027, + "FN": 1057.4333333333334, + "FP": 469.1333333333333, + "IoU": 0.33017363599601024, + "TN": 2975791.0, + "TP": 1626.4333333333334, + "n_pred": 2095.5666666666666, + "n_ref": 2683.866666666667 + }, + "6": { + "Dice": 0.9320049042373223, + "FN": 29845.933333333334, + "FP": 13476.4, + "IoU": 0.8773097781645656, + "TN": 2671617.2, + "TP": 264004.4666666667, + "n_pred": 277480.86666666664, + "n_ref": 293850.4 + }, + "7": { + "Dice": 0.7811024954879976, + "FN": 9391.933333333332, + "FP": 20072.9, + "IoU": 0.6760570476540981, + "TN": 2871859.2, + "TP": 77619.96666666666, + "n_pred": 97692.86666666667, + "n_ref": 87011.9 + }, + "8": { + "Dice": 0.8683863785466813, + "FN": 1101.1333333333334, + "FP": 1684.9666666666667, + "IoU": 0.7993671316653352, + "TN": 2960352.8333333335, + "TP": 15805.066666666668, + "n_pred": 17490.033333333333, + "n_ref": 16906.2 + }, + "9": { + "Dice": 0.7637491580269812, + "FN": 2400.5, + "FP": 2740.266666666667, + "IoU": 0.6553874352697943, + "TN": 2962421.3333333335, + "TP": 11381.9, + "n_pred": 14122.166666666666, + "n_ref": 13782.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9181094255578435, + "FN": 44698, + "FP": 2072, + "IoU": 0.8486157909557889, + "TN": 3020459, + "TP": 262179, + "n_pred": 264251, + "n_ref": 306877 + }, + "10": { + "Dice": 0.0, + "FN": 41263, + "FP": 28213, + "IoU": 0.0, + "TN": 3259932, + "TP": 0, + "n_pred": 28213, + "n_ref": 41263 + }, + "11": { + "Dice": 0.0, + "FN": 200, + "FP": 0, + "IoU": 0.0, + "TN": 3329208, + "TP": 0, + "n_pred": 0, + "n_ref": 200 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 30713, + "FP": 52432, + "IoU": 0.0, + "TN": 3246263, + "TP": 0, + "n_pred": 52432, + "n_ref": 30713 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9109, + "IoU": 0.0, + "TN": 3320299, + "TP": 0, + "n_pred": 9109, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9604598118244732, + "FN": 3103, + "FP": 2999, + "IoU": 0.9239275429169835, + "TN": 3249195, + "TP": 74111, + "n_pred": 77110, + "n_ref": 77214 + }, + "3": { + "Dice": 0.8288770053475936, + "FN": 59, + "FP": 517, + "IoU": 0.7077625570776256, + "TN": 3327437, + "TP": 1395, + "n_pred": 1912, + "n_ref": 1454 + }, + "4": { + "Dice": 0.4696258253851798, + "FN": 28828, + "FP": 88, + "IoU": 0.3068699362385541, + "TN": 3287690, + "TP": 12802, + "n_pred": 12890, + "n_ref": 41630 + }, + "5": { + "Dice": 0.5372733378106112, + "FN": 2428, + "FP": 328, + "IoU": 0.3673094582185491, + "TN": 3325052, + "TP": 1600, + "n_pred": 1928, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9339339256808195, + "FN": 81696, + "FP": 62538, + "IoU": 0.8760563235043903, + "TN": 2165702, + "TP": 1019472, + "n_pred": 1082010, + "n_ref": 1101168 + }, + "7": { + "Dice": 0.7685186150525976, + "FN": 15233, + "FP": 6970, + "IoU": 0.6240602776837115, + "TN": 3270348, + "TP": 36857, + "n_pred": 43827, + "n_ref": 52090 + }, + "8": { + "Dice": 0.9443438482798056, + "FN": 3706, + "FP": 966, + "IoU": 0.8945562878035569, + "TN": 3285100, + "TP": 39636, + "n_pred": 40602, + "n_ref": 43342 + }, + "9": { + "Dice": 0.15804031879981248, + "FN": 27525, + "FP": 8393, + "IoU": 0.08580009671918348, + "TN": 3290119, + "TP": 3371, + "n_pred": 11764, + "n_ref": 30896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824528309301768, + "FN": 2278, + "FP": 2187, + "IoU": 0.9655108488270598, + "TN": 1973323, + "TP": 124996, + "n_pred": 127183, + "n_ref": 127274 + }, + "10": { + "Dice": 0.7220072400449382, + "FN": 6965, + "FP": 15305, + "IoU": 0.5649540925962102, + "TN": 2051594, + "TP": 28920, + "n_pred": 44225, + "n_ref": 35885 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 2102696, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.6693652849740933, + "FN": 10652, + "FP": 3642, + "IoU": 0.5030421027013872, + "TN": 2074021, + "TP": 14469, + "n_pred": 18111, + "n_ref": 25121 + }, + "14": { + "Dice": 0.9758504626078244, + "FN": 7103, + "FP": 610, + "IoU": 0.9528398217048102, + "TN": 1939235, + "TP": 155836, + "n_pred": 156446, + "n_ref": 162939 + }, + "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": 0.7058823529411765, + "FN": 5, + "FP": 0, + "IoU": 0.5454545454545454, + "TN": 2102773, + "TP": 6, + "n_pred": 6, + "n_ref": 11 + }, + "4": { + "Dice": 0.9092930191196087, + "FN": 1041, + "FP": 2631, + "IoU": 0.8336730534039951, + "TN": 2080707, + "TP": 18405, + "n_pred": 21036, + "n_ref": 19446 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9031113524766365, + "FN": 6189, + "FP": 15220, + "IoU": 0.8233391370361507, + "TN": 1981597, + "TP": 99778, + "n_pred": 114998, + "n_ref": 105967 + }, + "7": { + "Dice": 0.8605265641219213, + "FN": 8299, + "FP": 12393, + "IoU": 0.7551966873706004, + "TN": 2018259, + "TP": 63833, + "n_pred": 76226, + "n_ref": 72132 + }, + "8": { + "Dice": 0.9185318583311894, + "FN": 1622, + "FP": 2178, + "IoU": 0.8493378796288954, + "TN": 2077562, + "TP": 21422, + "n_pred": 23600, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9345568572087909, + "FN": 1817, + "FP": 3004, + "IoU": 0.8771531953929264, + "TN": 2063540, + "TP": 34423, + "n_pred": 37427, + "n_ref": 36240 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1752211, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "10": { + "Dice": 0.8242145523034792, + "FN": 7135, + "FP": 8078, + "IoU": 0.7009906049766107, + "TN": 1701442, + "TP": 35665, + "n_pred": 43743, + "n_ref": 42800 + }, + "11": { + "Dice": 0.0, + "FN": 413, + "FP": 0, + "IoU": 0.0, + "TN": 1751907, + "TP": 0, + "n_pred": 0, + "n_ref": 413 + }, + "12": { + "Dice": 0.0, + "FN": 79, + "FP": 0, + "IoU": 0.0, + "TN": 1752241, + "TP": 0, + "n_pred": 0, + "n_ref": 79 + }, + "13": { + "Dice": 0.5516371619412397, + "FN": 12890, + "FP": 15907, + "IoU": 0.38086945304437564, + "TN": 1705808, + "TP": 17715, + "n_pred": 33622, + "n_ref": 30605 + }, + "14": { + "Dice": 0.9431543624161074, + "FN": 3052, + "FP": 3724, + "IoU": 0.8924239537689719, + "TN": 1689332, + "TP": 56212, + "n_pred": 59936, + "n_ref": 59264 + }, + "15": { + "Dice": 0.671199872809324, + "FN": 1977, + "FP": 24908, + "IoU": 0.505117255089644, + "TN": 1697994, + "TP": 27441, + "n_pred": 52349, + "n_ref": 29418 + }, + "2": { + "Dice": 0.925720955505021, + "FN": 7871, + "FP": 3202, + "IoU": 0.8617136862612865, + "TN": 1672247, + "TP": 69000, + "n_pred": 72202, + "n_ref": 76871 + }, + "3": { + "Dice": 0.9216226082195115, + "FN": 3216, + "FP": 7090, + "IoU": 0.854638288269228, + "TN": 1681421, + "TP": 60593, + "n_pred": 67683, + "n_ref": 63809 + }, + "4": { + "Dice": 0.7401497483736345, + "FN": 1758, + "FP": 359, + "IoU": 0.5874902572096649, + "TN": 1747188, + "TP": 3015, + "n_pred": 3374, + "n_ref": 4773 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.944914207275223, + "FN": 11042, + "FP": 5010, + "IoU": 0.8955804483301458, + "TN": 1598594, + "TP": 137674, + "n_pred": 142684, + "n_ref": 148716 + }, + "7": { + "Dice": 0.8723867877715691, + "FN": 2663, + "FP": 15082, + "IoU": 0.773657827268205, + "TN": 1673921, + "TP": 60654, + "n_pred": 75736, + "n_ref": 63317 + }, + "8": { + "Dice": 0.9276454627675611, + "FN": 337, + "FP": 623, + "IoU": 0.8650548214787742, + "TN": 1745206, + "TP": 6154, + "n_pred": 6777, + "n_ref": 6491 + }, + "9": { + "Dice": 0.9255800880672059, + "FN": 2125, + "FP": 2641, + "IoU": 0.8614695965585397, + "TN": 1717916, + "TP": 29638, + "n_pred": 32279, + "n_ref": 31763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7875063530933789, + "FN": 5598, + "FP": 8199, + "IoU": 0.6494931788735615, + "TN": 2589117, + "TP": 25566, + "n_pred": 33765, + "n_ref": 31164 + }, + "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": 0.7781909573513195, + "FN": 1485, + "FP": 7164, + "IoU": 0.6369170060031065, + "TN": 2604659, + "TP": 15172, + "n_pred": 22336, + "n_ref": 16657 + }, + "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": 0.8910476190476191, + "FN": 123, + "FP": 449, + "IoU": 0.803503950532463, + "TN": 2625569, + "TP": 2339, + "n_pred": 2788, + "n_ref": 2462 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2577777777777778, + "FN": 1336, + "FP": 0, + "IoU": 0.14795918367346939, + "TN": 2626912, + "TP": 232, + "n_pred": 232, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726791022272002, + "FN": 6552, + "FP": 9303, + "IoU": 0.9468113656949243, + "TN": 2330390, + "TP": 282235, + "n_pred": 291538, + "n_ref": 288787 + }, + "7": { + "Dice": 0.5304623602069771, + "FN": 1295, + "FP": 1518, + "IoU": 0.3609722853248523, + "TN": 2624078, + "TP": 1589, + "n_pred": 3107, + "n_ref": 2884 + }, + "8": { + "Dice": 0.8727931190583975, + "FN": 595, + "FP": 248, + "IoU": 0.7742971887550201, + "TN": 2624745, + "TP": 2892, + "n_pred": 3140, + "n_ref": 3487 + }, + "9": { + "Dice": 0.7038670552098921, + "FN": 1444, + "FP": 6076, + "IoU": 0.5430515889894878, + "TN": 2612023, + "TP": 8937, + "n_pred": 15013, + "n_ref": 10381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7607163160886867, + "FN": 2210, + "FP": 14626, + "IoU": 0.6138354970411487, + "TN": 2059186, + "TP": 26762, + "n_pred": 41388, + "n_ref": 28972 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2102778, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6972923047007924, + "FN": 3244, + "FP": 2983, + "IoU": 0.5352638256586313, + "TN": 2089385, + "TP": 7172, + "n_pred": 10155, + "n_ref": 10416 + }, + "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": 0.9362201347929157, + "FN": 6041, + "FP": 1842, + "IoU": 0.8800882263462123, + "TN": 2037044, + "TP": 57857, + "n_pred": 59699, + "n_ref": 63898 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 840, + "IoU": 0.0, + "TN": 2101944, + "TP": 0, + "n_pred": 840, + "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": 0.9313347343033721, + "FN": 3833, + "FP": 11655, + "IoU": 0.8714934078972478, + "TN": 1982261, + "TP": 105035, + "n_pred": 116690, + "n_ref": 108868 + }, + "7": { + "Dice": 0.9399880547404503, + "FN": 319, + "FP": 1992, + "IoU": 0.8867711905928466, + "TN": 2082374, + "TP": 18099, + "n_pred": 20091, + "n_ref": 18418 + }, + "8": { + "Dice": 0.6951219512195121, + "FN": 88, + "FP": 62, + "IoU": 0.5327102803738317, + "TN": 2102463, + "TP": 171, + "n_pred": 233, + "n_ref": 259 + }, + "9": { + "Dice": 0.8458545345704879, + "FN": 474, + "FP": 556, + "IoU": 0.7328838174273858, + "TN": 2098928, + "TP": 2826, + "n_pred": 3382, + "n_ref": 3300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9116223594741274, + "FN": 15359, + "FP": 14132, + "IoU": 0.8375974712542402, + "TN": 2446888, + "TP": 152101, + "n_pred": 166233, + "n_ref": 167460 + }, + "10": { + "Dice": 0.8328553401399564, + "FN": 3300, + "FP": 3985, + "IoU": 0.7135836445842343, + "TN": 2603045, + "TP": 18150, + "n_pred": 22135, + "n_ref": 21450 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2628469, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1931, + "FP": 0, + "IoU": 0.0, + "TN": 2626549, + "TP": 0, + "n_pred": 0, + "n_ref": 1931 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2628475, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.811142898425083, + "FN": 28308, + "FP": 4369, + "IoU": 0.6822879699759847, + "TN": 2525629, + "TP": 70174, + "n_pred": 74543, + "n_ref": 98482 + }, + "15": { + "Dice": 0.0, + "FN": 4599, + "FP": 22512, + "IoU": 0.0, + "TN": 2601369, + "TP": 0, + "n_pred": 22512, + "n_ref": 4599 + }, + "2": { + "Dice": 0.8936535162950258, + "FN": 25, + "FP": 99, + "IoU": 0.8077519379844961, + "TN": 2627835, + "TP": 521, + "n_pred": 620, + "n_ref": 546 + }, + "3": { + "Dice": 0.9569298912504545, + "FN": 1880, + "FP": 3332, + "IoU": 0.9174166561034351, + "TN": 2565368, + "TP": 57900, + "n_pred": 61232, + "n_ref": 59780 + }, + "4": { + "Dice": 0.33528961469762697, + "FN": 1165, + "FP": 4045, + "IoU": 0.2014101778050276, + "TN": 2621956, + "TP": 1314, + "n_pred": 5359, + "n_ref": 2479 + }, + "5": { + "Dice": 0.6412870340872889, + "FN": 2080, + "FP": 172, + "IoU": 0.47198124267291913, + "TN": 2624215, + "TP": 2013, + "n_pred": 2185, + "n_ref": 4093 + }, + "6": { + "Dice": 0.9464718133122303, + "FN": 51665, + "FP": 11511, + "IoU": 0.8983830003522559, + "TN": 2006773, + "TP": 558531, + "n_pred": 570042, + "n_ref": 610196 + }, + "7": { + "Dice": 0.9241825465569511, + "FN": 5881, + "FP": 5323, + "IoU": 0.8590514530129576, + "TN": 2548990, + "TP": 68286, + "n_pred": 73609, + "n_ref": 74167 + }, + "8": { + "Dice": 0.9316438378475219, + "FN": 2026, + "FP": 2171, + "IoU": 0.8720348801756205, + "TN": 2595682, + "TP": 28601, + "n_pred": 30772, + "n_ref": 30627 + }, + "9": { + "Dice": 0.7755742616635753, + "FN": 1829, + "FP": 1317, + "IoU": 0.6334187835003495, + "TN": 2619898, + "TP": 5436, + "n_pred": 6753, + "n_ref": 7265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2686, + "IoU": 0.0, + "TN": 1574402, + "TP": 0, + "n_pred": 2686, + "n_ref": 0 + }, + "10": { + "Dice": 0.8214991910839475, + "FN": 1022, + "FP": 2950, + "IoU": 0.6970713849908481, + "TN": 1563976, + "TP": 9140, + "n_pred": 12090, + "n_ref": 10162 + }, + "11": { + "Dice": 0.5770523283725396, + "FN": 1353, + "FP": 409, + "IoU": 0.40553306342780027, + "TN": 1574124, + "TP": 1202, + "n_pred": 1611, + "n_ref": 2555 + }, + "12": { + "Dice": 0.0, + "FN": 3003, + "FP": 0, + "IoU": 0.0, + "TN": 1574085, + "TP": 0, + "n_pred": 0, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7289240801117839, + "FN": 2498, + "FP": 2158, + "IoU": 0.5734701355807988, + "TN": 1566172, + "TP": 6260, + "n_pred": 8418, + "n_ref": 8758 + }, + "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": 0.9593445544170912, + "FN": 1439, + "FP": 660, + "IoU": 0.9218656938653961, + "TN": 1550224, + "TP": 24765, + "n_pred": 25425, + "n_ref": 26204 + }, + "3": { + "Dice": 0.934886354444714, + "FN": 1132, + "FP": 2088, + "IoU": 0.87773390036452, + "TN": 1550752, + "TP": 23116, + "n_pred": 25204, + "n_ref": 24248 + }, + "4": { + "Dice": 0.732564841498559, + "FN": 698, + "FP": 230, + "IoU": 0.5779899954524784, + "TN": 1574889, + "TP": 1271, + "n_pred": 1501, + "n_ref": 1969 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1577057, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "6": { + "Dice": 0.9409664926755346, + "FN": 2808, + "FP": 5957, + "IoU": 0.8885143729330959, + "TN": 1498468, + "TP": 69855, + "n_pred": 75812, + "n_ref": 72663 + }, + "7": { + "Dice": 0.9737223046370292, + "FN": 6103, + "FP": 2683, + "IoU": 0.9487902826268149, + "TN": 1405519, + "TP": 162783, + "n_pred": 165466, + "n_ref": 168886 + }, + "8": { + "Dice": 0.9381014465760229, + "FN": 512, + "FP": 485, + "IoU": 0.8834190832553789, + "TN": 1568536, + "TP": 7555, + "n_pred": 8040, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8971098265895954, + "FN": 1436, + "FP": 2658, + "IoU": 0.8134171907756813, + "TN": 1555146, + "TP": 17848, + "n_pred": 20506, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.853185595567867, + "FN": 53, + "FP": 0, + "IoU": 0.7439613526570048, + "TN": 1401649, + "TP": 154, + "n_pred": 154, + "n_ref": 207 + }, + "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": 0.8611084972240519, + "FN": 12493, + "FP": 2267, + "IoU": 0.7560935305296208, + "TN": 1341341, + "TP": 45755, + "n_pred": 48022, + "n_ref": 58248 + }, + "15": { + "Dice": 0.7220382437773742, + "FN": 1508, + "FP": 3696, + "IoU": 0.564992058848115, + "TN": 1389893, + "TP": 6759, + "n_pred": 10455, + "n_ref": 8267 + }, + "2": { + "Dice": 0.9369207003089598, + "FN": 424, + "FP": 66, + "IoU": 0.8813271978687334, + "TN": 1397727, + "TP": 3639, + "n_pred": 3705, + "n_ref": 4063 + }, + "3": { + "Dice": 0.9688915866374732, + "FN": 3894, + "FP": 3281, + "IoU": 0.9396602472458162, + "TN": 1282946, + "TP": 111735, + "n_pred": 115016, + "n_ref": 115629 + }, + "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": 0.9724589013632718, + "FN": 2037, + "FP": 8953, + "IoU": 0.9463941662805161, + "TN": 1196841, + "TP": 194025, + "n_pred": 202978, + "n_ref": 196062 + }, + "7": { + "Dice": 0.9164156626506024, + "FN": 152, + "FP": 1624, + "IoU": 0.8457261987491314, + "TN": 1390344, + "TP": 9736, + "n_pred": 11360, + "n_ref": 9888 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8080686601432242, + "FN": 1543, + "FP": 1968, + "IoU": 0.6779490001834526, + "TN": 3844202, + "TP": 7391, + "n_pred": 9359, + "n_ref": 8934 + }, + "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": 0.48371090617481954, + "FN": 17371, + "FP": 3231, + "IoU": 0.31900968498991833, + "TN": 3824851, + "TP": 9651, + "n_pred": 12882, + "n_ref": 27022 + }, + "14": { + "Dice": 0.7805574994168416, + "FN": 5572, + "FP": 1954, + "IoU": 0.640093730572426, + "TN": 3834193, + "TP": 13385, + "n_pred": 15339, + "n_ref": 18957 + }, + "15": { + "Dice": 0.5669899579435241, + "FN": 22, + "FP": 5023, + "IoU": 0.3956636320076665, + "TN": 3846756, + "TP": 3303, + "n_pred": 8326, + "n_ref": 3325 + }, + "2": { + "Dice": 0.8065771793486542, + "FN": 12824, + "FP": 1139, + "IoU": 0.675851982542483, + "TN": 3812028, + "TP": 29113, + "n_pred": 30252, + "n_ref": 41937 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12876, + "IoU": 0.0, + "TN": 3842228, + "TP": 0, + "n_pred": 12876, + "n_ref": 0 + }, + "4": { + "Dice": 0.7843883484810177, + "FN": 7031, + "FP": 9172, + "IoU": 0.6452622821613101, + "TN": 3809428, + "TP": 29473, + "n_pred": 38645, + "n_ref": 36504 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9639376610824743, + "FN": 7228, + "FP": 17846, + "IoU": 0.9303857739772616, + "TN": 3494919, + "TP": 335111, + "n_pred": 352957, + "n_ref": 342339 + }, + "7": { + "Dice": 0.5138991002345692, + "FN": 16862, + "FP": 94214, + "IoU": 0.34580363979032924, + "TN": 3685314, + "TP": 58714, + "n_pred": 152928, + "n_ref": 75576 + }, + "8": { + "Dice": 0.9089467723669309, + "FN": 741, + "FP": 63, + "IoU": 0.8330911355615528, + "TN": 3850287, + "TP": 4013, + "n_pred": 4076, + "n_ref": 4754 + }, + "9": { + "Dice": 0.6048367786734775, + "FN": 4632, + "FP": 319, + "IoU": 0.4335240274599542, + "TN": 3846364, + "TP": 3789, + "n_pred": 4108, + "n_ref": 8421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9150726855394032, + "FN": 2907, + "FP": 312, + "IoU": 0.843441466854725, + "TN": 1206063, + "TP": 17342, + "n_pred": 17654, + "n_ref": 20249 + }, + "10": { + "Dice": 0.8520821778789989, + "FN": 2639, + "FP": 9896, + "IoU": 0.7422849976356422, + "TN": 1177985, + "TP": 36104, + "n_pred": 46000, + "n_ref": 38743 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2163, + "FP": 0, + "IoU": 0.0, + "TN": 1224461, + "TP": 0, + "n_pred": 0, + "n_ref": 2163 + }, + "13": { + "Dice": 0.6269893495162194, + "FN": 8991, + "FP": 6314, + "IoU": 0.4566529395058222, + "TN": 1198456, + "TP": 12863, + "n_pred": 19177, + "n_ref": 21854 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1473, + "IoU": 0.0, + "TN": 1225151, + "TP": 0, + "n_pred": 1473, + "n_ref": 0 + }, + "15": { + "Dice": 0.8867927461945508, + "FN": 18451, + "FP": 3392, + "IoU": 0.7966106429535825, + "TN": 1119229, + "TP": 85552, + "n_pred": 88944, + "n_ref": 104003 + }, + "2": { + "Dice": 0.9057494499534694, + "FN": 11911, + "FP": 3382, + "IoU": 0.8277349734162386, + "TN": 1137848, + "TP": 73483, + "n_pred": 76865, + "n_ref": 85394 + }, + "3": { + "Dice": 0.9439131074519456, + "FN": 2531, + "FP": 1662, + "IoU": 0.8937835646975377, + "TN": 1187148, + "TP": 35283, + "n_pred": 36945, + "n_ref": 37814 + }, + "4": { + "Dice": 0.4769560557341908, + "FN": 2952, + "FP": 952, + "IoU": 0.3131597466572836, + "TN": 1220940, + "TP": 1780, + "n_pred": 2732, + "n_ref": 4732 + }, + "5": { + "Dice": 0.012678288431061807, + "FN": 5, + "FP": 3110, + "IoU": 0.006379585326953748, + "TN": 1223489, + "TP": 20, + "n_pred": 3130, + "n_ref": 25 + }, + "6": { + "Dice": 0.922159646393016, + "FN": 3431, + "FP": 2222, + "IoU": 0.8555623690530941, + "TN": 1187486, + "TP": 33485, + "n_pred": 35707, + "n_ref": 36916 + }, + "7": { + "Dice": 0.9016684792700072, + "FN": 12453, + "FP": 6082, + "IoU": 0.820943824566488, + "TN": 1123109, + "TP": 84980, + "n_pred": 91062, + "n_ref": 97433 + }, + "8": { + "Dice": 0.9158728745660109, + "FN": 695, + "FP": 1195, + "IoU": 0.8448021021514206, + "TN": 1214446, + "TP": 10288, + "n_pred": 11483, + "n_ref": 10983 + }, + "9": { + "Dice": 0.7297297297297297, + "FN": 304, + "FP": 596, + "IoU": 0.574468085106383, + "TN": 1224509, + "TP": 1215, + "n_pred": 1811, + "n_ref": 1519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9404040236280192, + "FN": 5894, + "FP": 26401, + "IoU": 0.8875118862266064, + "TN": 4268935, + "TP": 254802, + "n_pred": 281203, + "n_ref": 260696 + }, + "10": { + "Dice": 0.8357375067387647, + "FN": 5640, + "FP": 4415, + "IoU": 0.7178256721109053, + "TN": 4520398, + "TP": 25579, + "n_pred": 29994, + "n_ref": 31219 + }, + "11": { + "Dice": 0.03998621165115478, + "FN": 2785, + "FP": 0, + "IoU": 0.0204009848751319, + "TN": 4553189, + "TP": 58, + "n_pred": 58, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 1130, + "FP": 0, + "IoU": 0.0, + "TN": 4554902, + "TP": 0, + "n_pred": 0, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8063611755607115, + "FN": 11896, + "FP": 12140, + "IoU": 0.6755487162873572, + "TN": 4481950, + "TP": 50046, + "n_pred": 62186, + "n_ref": 61942 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 46177, + "IoU": 0.0, + "TN": 4509855, + "TP": 0, + "n_pred": 46177, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9289323778022786, + "FN": 2533, + "FP": 561, + "IoU": 0.8672957323611409, + "TN": 4532717, + "TP": 20221, + "n_pred": 20782, + "n_ref": 22754 + }, + "3": { + "Dice": 0.9536570739539473, + "FN": 898, + "FP": 6289, + "IoU": 0.9114192395390399, + "TN": 4474897, + "TP": 73948, + "n_pred": 80237, + "n_ref": 74846 + }, + "4": { + "Dice": 0.7912237563835823, + "FN": 9887, + "FP": 1151, + "IoU": 0.6545659385366465, + "TN": 4524078, + "TP": 20916, + "n_pred": 22067, + "n_ref": 30803 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 494, + "IoU": 0.0, + "TN": 4555538, + "TP": 0, + "n_pred": 494, + "n_ref": 0 + }, + "6": { + "Dice": 0.9087510639933064, + "FN": 43254, + "FP": 19673, + "IoU": 0.8327623826317594, + "TN": 4179759, + "TP": 313346, + "n_pred": 333019, + "n_ref": 356600 + }, + "7": { + "Dice": 0.6699711395066894, + "FN": 5539, + "FP": 86744, + "IoU": 0.5037267681982447, + "TN": 4370080, + "TP": 93669, + "n_pred": 180413, + "n_ref": 99208 + }, + "8": { + "Dice": 0.842711762945226, + "FN": 200, + "FP": 4004, + "IoU": 0.7281779387042545, + "TN": 4540566, + "TP": 11262, + "n_pred": 15266, + "n_ref": 11462 + }, + "9": { + "Dice": 0.9378175148133565, + "FN": 684, + "FP": 5791, + "IoU": 0.8829156269212687, + "TN": 4500730, + "TP": 48827, + "n_pred": 54618, + "n_ref": 49511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.889630695443645, + "FN": 4184, + "FP": 1569, + "IoU": 0.8012025294585162, + "TN": 2424309, + "TP": 23186, + "n_pred": 24755, + "n_ref": 27370 + }, + "10": { + "Dice": 0.3738572483107149, + "FN": 31722, + "FP": 1359, + "IoU": 0.22990432292757873, + "TN": 2410291, + "TP": 9876, + "n_pred": 11235, + "n_ref": 41598 + }, + "11": { + "Dice": 0.0, + "FN": 1002, + "FP": 0, + "IoU": 0.0, + "TN": 2452246, + "TP": 0, + "n_pred": 0, + "n_ref": 1002 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6056465387320406, + "FN": 11455, + "FP": 4245, + "IoU": 0.4343565355238507, + "TN": 2425492, + "TP": 12056, + "n_pred": 16301, + "n_ref": 23511 + }, + "14": { + "Dice": 0.7301754741860229, + "FN": 2578, + "FP": 24024, + "IoU": 0.5750207681001981, + "TN": 2390652, + "TP": 35994, + "n_pred": 60018, + "n_ref": 38572 + }, + "15": { + "Dice": 0.2672306737038187, + "FN": 17672, + "FP": 1210, + "IoU": 0.15422172452407615, + "TN": 2430923, + "TP": 3443, + "n_pred": 4653, + "n_ref": 21115 + }, + "2": { + "Dice": 0.8277349279638033, + "FN": 24800, + "FP": 1242, + "IoU": 0.7060987721198989, + "TN": 2364640, + "TP": 62566, + "n_pred": 63808, + "n_ref": 87366 + }, + "3": { + "Dice": 0.9223571951111545, + "FN": 8548, + "FP": 8115, + "IoU": 0.8559025225490111, + "TN": 2337611, + "TP": 98974, + "n_pred": 107089, + "n_ref": 107522 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1250, + "IoU": 0.0, + "TN": 2451998, + "TP": 0, + "n_pred": 1250, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8414928273418301, + "FN": 5381, + "FP": 36220, + "IoU": 0.7263596179651117, + "TN": 2301220, + "TP": 110427, + "n_pred": 146647, + "n_ref": 115808 + }, + "7": { + "Dice": 0.9060677765570861, + "FN": 3592, + "FP": 9746, + "IoU": 0.8282668314728263, + "TN": 2375581, + "TP": 64329, + "n_pred": 74075, + "n_ref": 67921 + }, + "8": { + "Dice": 0.9391973843801086, + "FN": 1715, + "FP": 591, + "IoU": 0.8853648836746868, + "TN": 2433132, + "TP": 17810, + "n_pred": 18401, + "n_ref": 19525 + }, + "9": { + "Dice": 0.8099792578935239, + "FN": 627, + "FP": 5969, + "IoU": 0.6806429747264452, + "TN": 2432594, + "TP": 14058, + "n_pred": 20027, + "n_ref": 14685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9853259933069116, + "FN": 2561, + "FP": 675, + "IoU": 0.9710764115444088, + "TN": 2341367, + "TP": 108645, + "n_pred": 109320, + "n_ref": 111206 + }, + "10": { + "Dice": 0.8199613764044944, + "FN": 4088, + "FP": 4116, + "IoU": 0.6948597783232909, + "TN": 2426362, + "TP": 18682, + "n_pred": 22798, + "n_ref": 22770 + }, + "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": 0.5360384410037373, + "FN": 4094, + "FP": 11548, + "IoU": 0.3661560904449307, + "TN": 2428570, + "TP": 9036, + "n_pred": 20584, + "n_ref": 13130 + }, + "14": { + "Dice": 0.8812343290730323, + "FN": 15822, + "FP": 9472, + "IoU": 0.7876844561586113, + "TN": 2334114, + "TP": 93840, + "n_pred": 103312, + "n_ref": 109662 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 63439, + "IoU": 0.0, + "TN": 2389809, + "TP": 0, + "n_pred": 63439, + "n_ref": 0 + }, + "2": { + "Dice": 0.6332879081712878, + "FN": 54577, + "FP": 1395, + "IoU": 0.46336599489942665, + "TN": 2348946, + "TP": 48330, + "n_pred": 49725, + "n_ref": 102907 + }, + "3": { + "Dice": 0.7978569294861706, + "FN": 8958, + "FP": 53975, + "IoU": 0.6636954860498795, + "TN": 2266117, + "TP": 124198, + "n_pred": 178173, + "n_ref": 133156 + }, + "4": { + "Dice": 0.8016449885233359, + "FN": 767, + "FP": 1307, + "IoU": 0.6689545091779728, + "TN": 2446983, + "TP": 4191, + "n_pred": 5498, + "n_ref": 4958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9618912651378511, + "FN": 8466, + "FP": 3366, + "IoU": 0.9265804562039266, + "TN": 2292092, + "TP": 149324, + "n_pred": 152690, + "n_ref": 157790 + }, + "7": { + "Dice": 0.8370647902768893, + "FN": 9264, + "FP": 22830, + "IoU": 0.7197862643407198, + "TN": 2338714, + "TP": 82440, + "n_pred": 105270, + "n_ref": 91704 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8205128205128205, + "FN": 13, + "FP": 15, + "IoU": 0.6956521739130435, + "TN": 2453156, + "TP": 64, + "n_pred": 79, + "n_ref": 77 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9140104170581206, + "FN": 9217, + "FP": 2224, + "IoU": 0.8416382913932952, + "TN": 3081930, + "TP": 60805, + "n_pred": 63029, + "n_ref": 70022 + }, + "10": { + "Dice": 0.8037398018937213, + "FN": 4683, + "FP": 5204, + "IoU": 0.6718770742068233, + "TN": 3124044, + "TP": 20245, + "n_pred": 25449, + "n_ref": 24928 + }, + "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": 0.5453889710390594, + "FN": 5284, + "FP": 7321, + "IoU": 0.3749380144798175, + "TN": 3134010, + "TP": 7561, + "n_pred": 14882, + "n_ref": 12845 + }, + "14": { + "Dice": 0.7473997634294571, + "FN": 1174, + "FP": 17405, + "IoU": 0.5966786063171605, + "TN": 3108111, + "TP": 27486, + "n_pred": 44891, + "n_ref": 28660 + }, + "15": { + "Dice": 0.8277549498605727, + "FN": 16862, + "FP": 5313, + "IoU": 0.7061279122160672, + "TN": 3078718, + "TP": 53283, + "n_pred": 58596, + "n_ref": 70145 + }, + "2": { + "Dice": 0.8907913630083173, + "FN": 3435, + "FP": 596, + "IoU": 0.8030872942210933, + "TN": 3133705, + "TP": 16440, + "n_pred": 17036, + "n_ref": 19875 + }, + "3": { + "Dice": 0.8911004220342419, + "FN": 2970, + "FP": 8848, + "IoU": 0.8035898288183481, + "TN": 3094006, + "TP": 48352, + "n_pred": 57200, + "n_ref": 51322 + }, + "4": { + "Dice": 0.5895555479755773, + "FN": 1863, + "FP": 10170, + "IoU": 0.4179927448609432, + "TN": 3133501, + "TP": 8642, + "n_pred": 18812, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9349780537948794, + "FN": 35003, + "FP": 10698, + "IoU": 0.8778955749469646, + "TN": 2779898, + "TP": 328577, + "n_pred": 339275, + "n_ref": 363580 + }, + "7": { + "Dice": 0.86, + "FN": 1186, + "FP": 4806, + "IoU": 0.7543859649122807, + "TN": 3129780, + "TP": 18404, + "n_pred": 23210, + "n_ref": 19590 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8983657221559702, + "FN": 1655, + "FP": 4396, + "IoU": 0.8154845398548515, + "TN": 3121382, + "TP": 26743, + "n_pred": 31139, + "n_ref": 28398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9414224461205372, + "FN": 9723, + "FP": 6835, + "IoU": 0.889327799054895, + "TN": 3004563, + "TP": 133055, + "n_pred": 139890, + "n_ref": 142778 + }, + "10": { + "Dice": 0.8400462574006899, + "FN": 4356, + "FP": 11827, + "IoU": 0.7242066873444902, + "TN": 3095498, + "TP": 42495, + "n_pred": 54322, + "n_ref": 46851 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6584, + "FP": 0, + "IoU": 0.0, + "TN": 3147592, + "TP": 0, + "n_pred": 0, + "n_ref": 6584 + }, + "13": { + "Dice": 0.4155297046292307, + "FN": 7249, + "FP": 17169, + "IoU": 0.262251495558644, + "TN": 3121078, + "TP": 8680, + "n_pred": 25849, + "n_ref": 15929 + }, + "14": { + "Dice": 0.6763819323255446, + "FN": 2508, + "FP": 11771, + "IoU": 0.5110098969213384, + "TN": 3124975, + "TP": 14922, + "n_pred": 26693, + "n_ref": 17430 + }, + "15": { + "Dice": 0.8163733285684506, + "FN": 16624, + "FP": 8040, + "IoU": 0.6897219776072462, + "TN": 3074686, + "TP": 54826, + "n_pred": 62866, + "n_ref": 71450 + }, + "2": { + "Dice": 0.9251048532055123, + "FN": 94, + "FP": 31, + "IoU": 0.8606465997770345, + "TN": 3153279, + "TP": 772, + "n_pred": 803, + "n_ref": 866 + }, + "3": { + "Dice": 0.92522090236283, + "FN": 6028, + "FP": 9603, + "IoU": 0.860847502893261, + "TN": 3041846, + "TP": 96699, + "n_pred": 106302, + "n_ref": 102727 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4817, + "IoU": 0.0, + "TN": 3149359, + "TP": 0, + "n_pred": 4817, + "n_ref": 0 + }, + "5": { + "Dice": 0.06056971514242879, + "FN": 6101, + "FP": 165, + "IoU": 0.031230674087816945, + "TN": 3147708, + "TP": 202, + "n_pred": 367, + "n_ref": 6303 + }, + "6": { + "Dice": 0.9669628444188254, + "FN": 17240, + "FP": 8895, + "IoU": 0.936038785434415, + "TN": 2745569, + "TP": 382472, + "n_pred": 391367, + "n_ref": 399712 + }, + "7": { + "Dice": 0.8567354334925369, + "FN": 4906, + "FP": 18101, + "IoU": 0.7493763548622534, + "TN": 3062377, + "TP": 68792, + "n_pred": 86893, + "n_ref": 73698 + }, + "8": { + "Dice": 0.9076222038111019, + "FN": 214, + "FP": 232, + "IoU": 0.8308684110731892, + "TN": 3151539, + "TP": 2191, + "n_pred": 2423, + "n_ref": 2405 + }, + "9": { + "Dice": 0.7673022034478821, + "FN": 8721, + "FP": 1470, + "IoU": 0.6224576742118327, + "TN": 3127183, + "TP": 16802, + "n_pred": 18272, + "n_ref": 25523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583864985794246, + "FN": 3760, + "FP": 1132, + "IoU": 0.9200979991833401, + "TN": 3793879, + "TP": 56333, + "n_pred": 57465, + "n_ref": 60093 + }, + "10": { + "Dice": 0.8770098141574442, + "FN": 4943, + "FP": 8604, + "IoU": 0.7809594644849387, + "TN": 3793257, + "TP": 48300, + "n_pred": 56904, + "n_ref": 53243 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 3854698, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 3851328, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": 0.7405989502933004, + "FN": 8880, + "FP": 3723, + "IoU": 0.5880564816630712, + "TN": 3824510, + "TP": 17991, + "n_pred": 21714, + "n_ref": 26871 + }, + "14": { + "Dice": 0.3370346529342345, + "FN": 151, + "FP": 24567, + "IoU": 0.20267088158446503, + "TN": 3824103, + "TP": 6283, + "n_pred": 30850, + "n_ref": 6434 + }, + "15": { + "Dice": 0.6976970119695592, + "FN": 27809, + "FP": 20733, + "IoU": 0.5357409284798867, + "TN": 3750546, + "TP": 56016, + "n_pred": 76749, + "n_ref": 83825 + }, + "2": { + "Dice": 0.9476325757575758, + "FN": 417, + "FP": 689, + "IoU": 0.900476918923783, + "TN": 3843991, + "TP": 10007, + "n_pred": 10696, + "n_ref": 10424 + }, + "3": { + "Dice": 0.9756370970335421, + "FN": 1662, + "FP": 3641, + "IoU": 0.9524330627438669, + "TN": 3743619, + "TP": 106182, + "n_pred": 109823, + "n_ref": 107844 + }, + "4": { + "Dice": 0.5897405688164189, + "FN": 17270, + "FP": 141, + "IoU": 0.4181787802840434, + "TN": 3825179, + "TP": 12514, + "n_pred": 12655, + "n_ref": 29784 + }, + "5": { + "Dice": 0.643828396753452, + "FN": 1203, + "FP": 2176, + "IoU": 0.4747396238147054, + "TN": 3848671, + "TP": 3054, + "n_pred": 5230, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9602744894590388, + "FN": 11107, + "FP": 5739, + "IoU": 0.9235846189437205, + "TN": 3634651, + "TP": 203607, + "n_pred": 209346, + "n_ref": 214714 + }, + "7": { + "Dice": 0.8714126850966697, + "FN": 4333, + "FP": 15440, + "IoU": 0.7721269533951044, + "TN": 3768332, + "TP": 66999, + "n_pred": 82439, + "n_ref": 71332 + }, + "8": { + "Dice": 0.9591393054239367, + "FN": 175, + "FP": 558, + "IoU": 0.9214867180805484, + "TN": 3845768, + "TP": 8603, + "n_pred": 9161, + "n_ref": 8778 + }, + "9": { + "Dice": 0.7950247660979637, + "FN": 1244, + "FP": 8067, + "IoU": 0.6597851505407776, + "TN": 3827736, + "TP": 18057, + "n_pred": 26124, + "n_ref": 19301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 1577012, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "10": { + "Dice": 0.7047198901618312, + "FN": 1843, + "FP": 11276, + "IoU": 0.5440675609925627, + "TN": 1548314, + "TP": 15655, + "n_pred": 26931, + "n_ref": 17498 + }, + "11": { + "Dice": 0.024784853700516352, + "FN": 2791, + "FP": 42, + "IoU": 0.012547926106657371, + "TN": 1574219, + "TP": 36, + "n_pred": 78, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "13": { + "Dice": 0.4556113902847571, + "FN": 325, + "FP": 0, + "IoU": 0.2950108459869848, + "TN": 1576627, + "TP": 136, + "n_pred": 136, + "n_ref": 461 + }, + "14": { + "Dice": 0.5421540383881156, + "FN": 15, + "FP": 13176, + "IoU": 0.3718870529974763, + "TN": 1556087, + "TP": 7810, + "n_pred": 20986, + "n_ref": 7825 + }, + "15": { + "Dice": 0.572142254972367, + "FN": 12885, + "FP": 818, + "IoU": 0.40069975945768643, + "TN": 1554223, + "TP": 9162, + "n_pred": 9980, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9688046340179042, + "FN": 1013, + "FP": 468, + "IoU": 0.9394966909061198, + "TN": 1552610, + "TP": 22997, + "n_pred": 23465, + "n_ref": 24010 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 1576921, + "TP": 0, + "n_pred": 167, + "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": 34, + "IoU": 0.0, + "TN": 1577054, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763128109503375, + "FN": 1884, + "FP": 1025, + "IoU": 0.9537218218552633, + "TN": 1514229, + "TP": 59950, + "n_pred": 60975, + "n_ref": 61834 + }, + "7": { + "Dice": 0.9680366037674623, + "FN": 1882, + "FP": 2058, + "IoU": 0.9380532364825559, + "TN": 1513485, + "TP": 59663, + "n_pred": 61721, + "n_ref": 61545 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5948, + "IoU": 0.0, + "TN": 1571140, + "TP": 0, + "n_pred": 5948, + "n_ref": 0 + }, + "9": { + "Dice": 0.9486737114513695, + "FN": 102, + "FP": 374, + "IoU": 0.9023589743589744, + "TN": 1572213, + "TP": 4399, + "n_pred": 4773, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8322435834878501, + "FN": 1020, + "FP": 4137, + "IoU": 0.7126859435066021, + "TN": 4012387, + "TP": 12792, + "n_pred": 16929, + "n_ref": 13812 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 4030333, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 0, + "IoU": 0.0, + "TN": 4027070, + "TP": 0, + "n_pred": 0, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0044231478068558795, + "FN": 61, + "FP": 2640, + "IoU": 0.002216475803472479, + "TN": 4027629, + "TP": 6, + "n_pred": 2646, + "n_ref": 67 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 4030332, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9419005416051206, + "FN": 78, + "FP": 158, + "IoU": 0.890181479758027, + "TN": 4028187, + "TP": 1913, + "n_pred": 2071, + "n_ref": 1991 + }, + "3": { + "Dice": 0.9546710889994472, + "FN": 605, + "FP": 1199, + "IoU": 0.9132734003172924, + "TN": 4009535, + "TP": 18997, + "n_pred": 20196, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9404668405013981, + "FN": 821, + "FP": 2969, + "IoU": 0.8876237917333808, + "TN": 3996610, + "TP": 29936, + "n_pred": 32905, + "n_ref": 30757 + }, + "5": { + "Dice": 0.7607474352711285, + "FN": 3112, + "FP": 806, + "IoU": 0.6138760224696955, + "TN": 4020189, + "TP": 6229, + "n_pred": 7035, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9674268611881123, + "FN": 5697, + "FP": 9050, + "IoU": 0.9369088007666605, + "TN": 3796595, + "TP": 218994, + "n_pred": 228044, + "n_ref": 224691 + }, + "7": { + "Dice": 0.21358216692586832, + "FN": 138, + "FP": 5930, + "IoU": 0.1195589088798607, + "TN": 4023444, + "TP": 824, + "n_pred": 6754, + "n_ref": 962 + }, + "8": { + "Dice": 0.9633395945333247, + "FN": 1291, + "FP": 2105, + "IoU": 0.9292721024679788, + "TN": 3982321, + "TP": 44619, + "n_pred": 46724, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8005354752342704, + "FN": 99, + "FP": 50, + "IoU": 0.6674107142857143, + "TN": 4029888, + "TP": 299, + "n_pred": 349, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8204756654591274, + "FN": 3042, + "FP": 2657, + "IoU": 0.6955987608161521, + "TN": 1383134, + "TP": 13023, + "n_pred": 15680, + "n_ref": 16065 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1401849, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1130, + "FP": 54, + "IoU": 0.0, + "TN": 1400672, + "TP": 0, + "n_pred": 54, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7109249113760877, + "FN": 5102, + "FP": 280, + "IoU": 0.5515, + "TN": 1389856, + "TP": 6618, + "n_pred": 6898, + "n_ref": 11720 + }, + "14": { + "Dice": 0.013844515441959531, + "FN": 1151, + "FP": 2553, + "IoU": 0.006970509383378016, + "TN": 1398126, + "TP": 26, + "n_pred": 2579, + "n_ref": 1177 + }, + "15": { + "Dice": 0.8536041290021578, + "FN": 40163, + "FP": 1, + "IoU": 0.7445980490658662, + "TN": 1244598, + "TP": 117094, + "n_pred": 117095, + "n_ref": 157257 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.44359800761793144, + "FN": 94, + "FP": 3704, + "IoU": 0.28501506024096385, + "TN": 1396544, + "TP": 1514, + "n_pred": 5218, + "n_ref": 1608 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": 0.7622761639474731, + "FN": 437, + "FP": 2550, + "IoU": 0.615869341563786, + "TN": 1394080, + "TP": 4789, + "n_pred": 7339, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9124060657876975, + "FN": 5756, + "FP": 3977, + "IoU": 0.8389216205481266, + "TN": 1341432, + "TP": 50691, + "n_pred": 54668, + "n_ref": 56447 + }, + "7": { + "Dice": 0.9680313673530375, + "FN": 7683, + "FP": 10075, + "IoU": 0.9380434024143465, + "TN": 1115236, + "TP": 268862, + "n_pred": 278937, + "n_ref": 276545 + }, + "8": { + "Dice": 0.9282924372950094, + "FN": 1386, + "FP": 3883, + "IoU": 0.8661807283994514, + "TN": 1362482, + "TP": 34105, + "n_pred": 37988, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9432403142779735, + "FN": 375, + "FP": 463, + "IoU": 0.8925778746314575, + "TN": 1394055, + "TP": 6963, + "n_pred": 7426, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9339667458432304, + "FN": 154, + "FP": 402, + "IoU": 0.8761140819964349, + "TN": 1397368, + "TP": 3932, + "n_pred": 4334, + "n_ref": 4086 + }, + "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": 0.9655312246553123, + "FN": 170, + "FP": 170, + "IoU": 0.933359466875735, + "TN": 1396754, + "TP": 4762, + "n_pred": 4932, + "n_ref": 4932 + }, + "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": 0.9754130670433269, + "FN": 1532, + "FP": 1462, + "IoU": 0.9520061555231393, + "TN": 1339473, + "TP": 59389, + "n_pred": 60851, + "n_ref": 60921 + }, + "7": { + "Dice": 0.5876085406267041, + "FN": 987, + "FP": 8844, + "IoU": 0.41603801603801605, + "TN": 1385021, + "TP": 7004, + "n_pred": 15848, + "n_ref": 7991 + }, + "8": { + "Dice": 0.6151481888035126, + "FN": 152, + "FP": 8613, + "IoU": 0.44419784400760937, + "TN": 1386086, + "TP": 7005, + "n_pred": 15618, + "n_ref": 7157 + }, + "9": { + "Dice": 0.8680688336520076, + "FN": 343, + "FP": 347, + "IoU": 0.7668918918918919, + "TN": 1398896, + "TP": 2270, + "n_pred": 2617, + "n_ref": 2613 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2102765, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.8940520446096655, + "FN": 920, + "FP": 1018, + "IoU": 0.8084033613445378, + "TN": 2092669, + "TP": 8177, + "n_pred": 9195, + "n_ref": 9097 + }, + "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": 0.7379725085910653, + "FN": 563, + "FP": 47, + "IoU": 0.5847515316541865, + "TN": 2101315, + "TP": 859, + "n_pred": 906, + "n_ref": 1422 + }, + "14": { + "Dice": 0.7763316246935592, + "FN": 1092, + "FP": 8944, + "IoU": 0.6344297526681966, + "TN": 2075331, + "TP": 17417, + "n_pred": 26361, + "n_ref": 18509 + }, + "15": { + "Dice": 0.801239366183785, + "FN": 6924, + "FP": 389, + "IoU": 0.668389788237428, + "TN": 2080731, + "TP": 14740, + "n_pred": 15129, + "n_ref": 21664 + }, + "2": { + "Dice": 0.9576141425389755, + "FN": 864, + "FP": 354, + "IoU": 0.9186753021299325, + "TN": 2087807, + "TP": 13759, + "n_pred": 14113, + "n_ref": 14623 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2102782, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5786812950414112, + "FN": 3707, + "FP": 210, + "IoU": 0.40714393824731343, + "TN": 2096177, + "TP": 2690, + "n_pred": 2900, + "n_ref": 6397 + }, + "6": { + "Dice": 0.9622774119473901, + "FN": 4128, + "FP": 15355, + "IoU": 0.9272973557925532, + "TN": 1834802, + "TP": 248499, + "n_pred": 263854, + "n_ref": 252627 + }, + "7": { + "Dice": 0.8720401026898373, + "FN": 4355, + "FP": 36666, + "IoU": 0.7731126831453714, + "TN": 1921985, + "TP": 139778, + "n_pred": 176444, + "n_ref": 144133 + }, + "8": { + "Dice": 0.9161855359699119, + "FN": 4267, + "FP": 11600, + "IoU": 0.8453342950998645, + "TN": 2000195, + "TP": 86722, + "n_pred": 98322, + "n_ref": 90989 + }, + "9": { + "Dice": 0.5352112676056338, + "FN": 66, + "FP": 1056, + "IoU": 0.36538461538461536, + "TN": 2101016, + "TP": 646, + "n_pred": 1702, + "n_ref": 712 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8036157329493208, + "FN": 5552, + "FP": 5767, + "IoU": 0.6717036951099252, + "TN": 1016914, + "TP": 23159, + "n_pred": 28926, + "n_ref": 28711 + }, + "11": { + "Dice": 0.0967741935483871, + "FN": 224, + "FP": 0, + "IoU": 0.05084745762711865, + "TN": 1051156, + "TP": 12, + "n_pred": 12, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6915481276309406, + "FN": 16186, + "FP": 3525, + "IoU": 0.528523931399048, + "TN": 1009585, + "TP": 22096, + "n_pred": 25621, + "n_ref": 38282 + }, + "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": 0.918385028591232, + "FN": 283, + "FP": 188, + "IoU": 0.8490868311438642, + "TN": 1048271, + "TP": 2650, + "n_pred": 2838, + "n_ref": 2933 + }, + "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": 3526, + "IoU": 0.0, + "TN": 1047866, + "TP": 0, + "n_pred": 3526, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.9491708711449383, + "FN": 8083, + "FP": 6676, + "IoU": 0.9032590028971828, + "TN": 898830, + "TP": 137803, + "n_pred": 144479, + "n_ref": 145886 + }, + "7": { + "Dice": 0.8966064785409672, + "FN": 3285, + "FP": 5831, + "IoU": 0.8125899428477448, + "TN": 1002750, + "TP": 39526, + "n_pred": 45357, + "n_ref": 42811 + }, + "8": { + "Dice": 0.9558776541667877, + "FN": 480, + "FP": 1039, + "IoU": 0.9154843376175374, + "TN": 1033419, + "TP": 16454, + "n_pred": 17493, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8967781654011903, + "FN": 1774, + "FP": 741, + "IoU": 0.8128720238095238, + "TN": 1037952, + "TP": 10925, + "n_pred": 11666, + "n_ref": 12699 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825627000339769, + "FN": 1338, + "FP": 2819, + "IoU": 0.9657230967124847, + "TN": 3383363, + "TP": 117120, + "n_pred": 119939, + "n_ref": 118458 + }, + "10": { + "Dice": 0.740617301840313, + "FN": 1595, + "FP": 1985, + "IoU": 0.58807962259809, + "TN": 3495949, + "TP": 5111, + "n_pred": 7096, + "n_ref": 6706 + }, + "11": { + "Dice": 0.0, + "FN": 1932, + "FP": 0, + "IoU": 0.0, + "TN": 3502708, + "TP": 0, + "n_pred": 0, + "n_ref": 1932 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35949965527430316, + "FN": 18, + "FP": 6485, + "IoU": 0.2191402497598463, + "TN": 3496312, + "TP": 1825, + "n_pred": 8310, + "n_ref": 1843 + }, + "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": 0.850433326674087, + "FN": 24355, + "FP": 7089, + "IoU": 0.7397859962429348, + "TN": 3383801, + "TP": 89395, + "n_pred": 96484, + "n_ref": 113750 + }, + "3": { + "Dice": 0.8856747684989964, + "FN": 6240, + "FP": 20872, + "IoU": 0.7948081434950428, + "TN": 3372510, + "TP": 105018, + "n_pred": 125890, + "n_ref": 111258 + }, + "4": { + "Dice": 0.8880779671576698, + "FN": 792, + "FP": 1723, + "IoU": 0.7986872648683263, + "TN": 3492147, + "TP": 9978, + "n_pred": 11701, + "n_ref": 10770 + }, + "5": { + "Dice": 0.8892571112952223, + "FN": 353, + "FP": 48, + "IoU": 0.8005967180507211, + "TN": 3502629, + "TP": 1610, + "n_pred": 1658, + "n_ref": 1963 + }, + "6": { + "Dice": 0.9592382866716626, + "FN": 6842, + "FP": 30309, + "IoU": 0.9216694603455728, + "TN": 3030355, + "TP": 437134, + "n_pred": 467443, + "n_ref": 443976 + }, + "7": { + "Dice": 0.7262914136717539, + "FN": 10168, + "FP": 4843, + "IoU": 0.5702178830131417, + "TN": 3469713, + "TP": 19916, + "n_pred": 24759, + "n_ref": 30084 + }, + "8": { + "Dice": 0.8775933609958506, + "FN": 39, + "FP": 79, + "IoU": 0.7818853974121996, + "TN": 3504099, + "TP": 423, + "n_pred": 502, + "n_ref": 462 + }, + "9": { + "Dice": 0.7775301917416302, + "FN": 5734, + "FP": 2353, + "IoU": 0.6360322246725775, + "TN": 3482421, + "TP": 14132, + "n_pred": 16485, + "n_ref": 19866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778644527404766, + "FN": 1323, + "FP": 4636, + "IoU": 0.9566876480935006, + "TN": 2140434, + "TP": 131623, + "n_pred": 136259, + "n_ref": 132946 + }, + "10": { + "Dice": 0.5875324876837736, + "FN": 797, + "FP": 9836, + "IoU": 0.4159617708447764, + "TN": 2259810, + "TP": 7573, + "n_pred": 17409, + "n_ref": 8370 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 2277518, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7272615962288023, + "FN": 3535, + "FP": 9830, + "IoU": 0.5714148281169831, + "TN": 2246832, + "TP": 17819, + "n_pred": 27649, + "n_ref": 21354 + }, + "14": { + "Dice": 0.632661881608397, + "FN": 1940, + "FP": 45656, + "IoU": 0.46269600261901267, + "TN": 2189433, + "TP": 40987, + "n_pred": 86643, + "n_ref": 42927 + }, + "15": { + "Dice": 0.32762086110229555, + "FN": 9671, + "FP": 3041, + "IoU": 0.19590106901132268, + "TN": 2262207, + "TP": 3097, + "n_pred": 6138, + "n_ref": 12768 + }, + "2": { + "Dice": 0.9714538296275738, + "FN": 1271, + "FP": 1506, + "IoU": 0.9444921945271743, + "TN": 2227987, + "TP": 47252, + "n_pred": 48758, + "n_ref": 48523 + }, + "3": { + "Dice": 0.4098360655737705, + "FN": 72, + "FP": 0, + "IoU": 0.25773195876288657, + "TN": 2277919, + "TP": 25, + "n_pred": 25, + "n_ref": 97 + }, + "4": { + "Dice": 0.8443946905485367, + "FN": 1601, + "FP": 345, + "IoU": 0.7306947135344589, + "TN": 2270790, + "TP": 5280, + "n_pred": 5625, + "n_ref": 6881 + }, + "5": { + "Dice": 0.0, + "FN": 350, + "FP": 56, + "IoU": 0.0, + "TN": 2277610, + "TP": 0, + "n_pred": 56, + "n_ref": 350 + }, + "6": { + "Dice": 0.7028402280581519, + "FN": 508729, + "FP": 744, + "IoU": 0.5418301147328984, + "TN": 1166042, + "TP": 602501, + "n_pred": 603245, + "n_ref": 1111230 + }, + "7": { + "Dice": 0.41148235294117647, + "FN": 47579, + "FP": 8698, + "IoU": 0.25903543073823915, + "TN": 2202065, + "TP": 19674, + "n_pred": 28372, + "n_ref": 67253 + }, + "8": { + "Dice": 0.9448697660493564, + "FN": 654, + "FP": 635, + "IoU": 0.8955006080259424, + "TN": 2265681, + "TP": 11046, + "n_pred": 11681, + "n_ref": 11700 + }, + "9": { + "Dice": 0.5639949887830318, + "FN": 3490, + "FP": 11475, + "IoU": 0.39275279987015094, + "TN": 2253372, + "TP": 9679, + "n_pred": 21154, + "n_ref": 13169 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9849631983398722, + "FN": 1925, + "FP": 1785, + "IoU": 0.9703719084164544, + "TN": 2328029, + "TP": 121509, + "n_pred": 123294, + "n_ref": 123434 + }, + "10": { + "Dice": 0.866141047251373, + "FN": 6637, + "FP": 5672, + "IoU": 0.7638878232179851, + "TN": 2401116, + "TP": 39823, + "n_pred": 45495, + "n_ref": 46460 + }, + "11": { + "Dice": 0.039182282793867124, + "FN": 1078, + "FP": 50, + "IoU": 0.01998262380538662, + "TN": 2452097, + "TP": 23, + "n_pred": 73, + "n_ref": 1101 + }, + "12": { + "Dice": 0.0, + "FN": 1206, + "FP": 0, + "IoU": 0.0, + "TN": 2452042, + "TP": 0, + "n_pred": 0, + "n_ref": 1206 + }, + "13": { + "Dice": 0.6595306377994102, + "FN": 15599, + "FP": 1259, + "IoU": 0.4920147049960827, + "TN": 2420062, + "TP": 16328, + "n_pred": 17587, + "n_ref": 31927 + }, + "14": { + "Dice": 0.5905687339239782, + "FN": 26742, + "FP": 1910, + "IoU": 0.41901208532727713, + "TN": 2403932, + "TP": 20664, + "n_pred": 22574, + "n_ref": 47406 + }, + "15": { + "Dice": 0.0, + "FN": 5812, + "FP": 1884, + "IoU": 0.0, + "TN": 2445552, + "TP": 0, + "n_pred": 1884, + "n_ref": 5812 + }, + "2": { + "Dice": 0.296037244605269, + "FN": 122413, + "FP": 5207, + "IoU": 0.17373457469537856, + "TN": 2298794, + "TP": 26834, + "n_pred": 32041, + "n_ref": 149247 + }, + "3": { + "Dice": 0.504046853396716, + "FN": 153828, + "FP": 37722, + "IoU": 0.3369402675085154, + "TN": 2164360, + "TP": 97338, + "n_pred": 135060, + "n_ref": 251166 + }, + "4": { + "Dice": 0.8771085497028178, + "FN": 2408, + "FP": 2699, + "IoU": 0.7811160637750728, + "TN": 2429916, + "TP": 18225, + "n_pred": 20924, + "n_ref": 20633 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 2453142, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "6": { + "Dice": 0.959042171769927, + "FN": 7677, + "FP": 6831, + "IoU": 0.9213074206863633, + "TN": 2268885, + "TP": 169855, + "n_pred": 176686, + "n_ref": 177532 + }, + "7": { + "Dice": 0.8429658866647871, + "FN": 7392, + "FP": 5976, + "IoU": 0.7285575048732943, + "TN": 2404000, + "TP": 35880, + "n_pred": 41856, + "n_ref": 43272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8489939080671959, + "FN": 2191, + "FP": 1081, + "IoU": 0.7376102646351242, + "TN": 2440778, + "TP": 9198, + "n_pred": 10279, + "n_ref": 11389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825896604133113, + "FN": 710, + "FP": 2360, + "IoU": 0.9657751864527708, + "TN": 10949915, + "TP": 86631, + "n_pred": 88991, + "n_ref": 87341 + }, + "10": { + "Dice": 0.701866033869054, + "FN": 2098, + "FP": 14486, + "IoU": 0.5406730369754882, + "TN": 11003511, + "TP": 19521, + "n_pred": 34007, + "n_ref": 21619 + }, + "11": { + "Dice": 0.03588321644103735, + "FN": 5872, + "FP": 39, + "IoU": 0.018269390466699884, + "TN": 11033595, + "TP": 110, + "n_pred": 149, + "n_ref": 5982 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 11039615, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.6563954710634592, + "FN": 7522, + "FP": 26801, + "IoU": 0.4885332379632527, + "TN": 10972509, + "TP": 32784, + "n_pred": 59585, + "n_ref": 40306 + }, + "14": { + "Dice": 0.0, + "FN": 68, + "FP": 43532, + "IoU": 0.0, + "TN": 10996016, + "TP": 0, + "n_pred": 43532, + "n_ref": 68 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 11039616, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8288136345479562, + "FN": 29855, + "FP": 1001, + "IoU": 0.7076701530998939, + "TN": 10934064, + "TP": 74696, + "n_pred": 75697, + "n_ref": 104551 + }, + "3": { + "Dice": 0.28514420460729184, + "FN": 498, + "FP": 27089, + "IoU": 0.1662788237782949, + "TN": 11006527, + "TP": 5502, + "n_pred": 32591, + "n_ref": 6000 + }, + "4": { + "Dice": 0.6171568023822052, + "FN": 32664, + "FP": 1535, + "IoU": 0.4462955767113529, + "TN": 10977852, + "TP": 27565, + "n_pred": 29100, + "n_ref": 60229 + }, + "5": { + "Dice": 0.7585805700988947, + "FN": 3492, + "FP": 1073, + "IoU": 0.6110590440487348, + "TN": 11027879, + "TP": 7172, + "n_pred": 8245, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9637630093020042, + "FN": 31341, + "FP": 55200, + "IoU": 0.9300604185658592, + "TN": 9802248, + "TP": 1150827, + "n_pred": 1206027, + "n_ref": 1182168 + }, + "7": { + "Dice": 0.7129621716875547, + "FN": 42364, + "FP": 152448, + "IoU": 0.5539558791542168, + "TN": 10602861, + "TP": 241943, + "n_pred": 394391, + "n_ref": 284307 + }, + "8": { + "Dice": 0.9399454235827571, + "FN": 2752, + "FP": 175, + "IoU": 0.8866953121975767, + "TN": 11013783, + "TP": 22906, + "n_pred": 23081, + "n_ref": 25658 + }, + "9": { + "Dice": 0.8827244289677153, + "FN": 902, + "FP": 5059, + "IoU": 0.7900686740623349, + "TN": 11011221, + "TP": 22434, + "n_pred": 27493, + "n_ref": 23336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8730709207560257, + "FN": 1716, + "FP": 2676, + "IoU": 0.7747345745499308, + "TN": 6288855, + "TP": 15105, + "n_pred": 17781, + "n_ref": 16821 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7509084714967068, + "FN": 1957, + "FP": 6817, + "IoU": 0.6011636892586026, + "TN": 6286353, + "TP": 13225, + "n_pred": 20042, + "n_ref": 15182 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8484469460079216, + "FN": 208, + "FP": 519, + "IoU": 0.7367849384503983, + "TN": 6305590, + "TP": 2035, + "n_pred": 2554, + "n_ref": 2243 + }, + "5": { + "Dice": 0.8197398488310775, + "FN": 2906, + "FP": 1196, + "IoU": 0.6945416635639288, + "TN": 6294923, + "TP": 9327, + "n_pred": 10523, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9092466610670122, + "FN": 5058, + "FP": 11257, + "IoU": 0.8335951205581168, + "TN": 6210308, + "TP": 81729, + "n_pred": 92986, + "n_ref": 86787 + }, + "7": { + "Dice": 0.9402567135105051, + "FN": 11685, + "FP": 8925, + "IoU": 0.887249511742791, + "TN": 6125559, + "TP": 162183, + "n_pred": 171108, + "n_ref": 173868 + }, + "8": { + "Dice": 0.9346201743462017, + "FN": 2407, + "FP": 743, + "IoU": 0.8772647574517826, + "TN": 6282687, + "TP": 22515, + "n_pred": 23258, + "n_ref": 24922 + }, + "9": { + "Dice": 0.7372134038800705, + "FN": 158, + "FP": 587, + "IoU": 0.5837988826815642, + "TN": 6306562, + "TP": 1045, + "n_pred": 1632, + "n_ref": 1203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8003067148647168, + "FN": 1603, + "FP": 220, + "IoU": 0.6670927684441198, + "TN": 1045916, + "TP": 3653, + "n_pred": 3873, + "n_ref": 5256 + }, + "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": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.8017802277245617, + "FN": 5871, + "FP": 2903, + "IoU": 0.6691428786907501, + "TN": 1024873, + "TP": 17745, + "n_pred": 20648, + "n_ref": 23616 + }, + "14": { + "Dice": 0.968557336621455, + "FN": 1782, + "FP": 3522, + "IoU": 0.9390316796174537, + "TN": 964396, + "TP": 81692, + "n_pred": 85214, + "n_ref": 83474 + }, + "15": { + "Dice": 0.9729321600149672, + "FN": 2689, + "FP": 1362, + "IoU": 0.9472910377849485, + "TN": 974536, + "TP": 72805, + "n_pred": 74167, + "n_ref": 75494 + }, + "2": { + "Dice": 0.934395689432805, + "FN": 905, + "FP": 1384, + "IoU": 0.8768692845615923, + "TN": 1032802, + "TP": 16301, + "n_pred": 17685, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.38979591836734695, + "FN": 1136, + "FP": 60, + "IoU": 0.2420785804816223, + "TN": 1049814, + "TP": 382, + "n_pred": 442, + "n_ref": 1518 + }, + "5": { + "Dice": 0.7702971757245041, + "FN": 1835, + "FP": 1280, + "IoU": 0.6264092108419285, + "TN": 1043054, + "TP": 5223, + "n_pred": 6503, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9491697825329403, + "FN": 7990, + "FP": 2804, + "IoU": 0.9032570312079875, + "TN": 939818, + "TP": 100780, + "n_pred": 103584, + "n_ref": 108770 + }, + "7": { + "Dice": 0.7573505654281099, + "FN": 1401, + "FP": 101, + "IoU": 0.609464378575143, + "TN": 1047546, + "TP": 2344, + "n_pred": 2445, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9492980416703926, + "FN": 1925, + "FP": 1477, + "IoU": 0.9034893617021277, + "TN": 1016142, + "TP": 31848, + "n_pred": 33325, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8328482070972936, + "FN": 858, + "FP": 7239, + "IoU": 0.7135731720258941, + "TN": 1023123, + "TP": 20172, + "n_pred": 27411, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771099073912284, + "FN": 471, + "FP": 184, + "IoU": 0.9552442774171507, + "TN": 5242325, + "TP": 13980, + "n_pred": 14164, + "n_ref": 14451 + }, + "10": { + "Dice": 0.8309088345744203, + "FN": 6206, + "FP": 6987, + "IoU": 0.7107305735835818, + "TN": 5211352, + "TP": 32415, + "n_pred": 39402, + "n_ref": 38621 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2958, + "FP": 0, + "IoU": 0.0, + "TN": 5254002, + "TP": 0, + "n_pred": 0, + "n_ref": 2958 + }, + "13": { + "Dice": 0.7737025050940909, + "FN": 3242, + "FP": 534, + "IoU": 0.630925618219138, + "TN": 5246729, + "TP": 6455, + "n_pred": 6989, + "n_ref": 9697 + }, + "14": { + "Dice": 0.6843160072407551, + "FN": 7, + "FP": 9759, + "IoU": 0.5201218613335954, + "TN": 5236609, + "TP": 10585, + "n_pred": 20344, + "n_ref": 10592 + }, + "15": { + "Dice": 0.24250598216227975, + "FN": 17117, + "FP": 294, + "IoU": 0.13798395880780276, + "TN": 5236762, + "TP": 2787, + "n_pred": 3081, + "n_ref": 19904 + }, + "2": { + "Dice": 0.9313887705462147, + "FN": 12460, + "FP": 1390, + "IoU": 0.8715880433170152, + "TN": 5149104, + "TP": 94006, + "n_pred": 95396, + "n_ref": 106466 + }, + "3": { + "Dice": 0.9504996537053527, + "FN": 3053, + "FP": 6953, + "IoU": 0.9056687375675243, + "TN": 5150887, + "TP": 96067, + "n_pred": 103020, + "n_ref": 99120 + }, + "4": { + "Dice": 0.0, + "FN": 1849, + "FP": 0, + "IoU": 0.0, + "TN": 5255111, + "TP": 0, + "n_pred": 0, + "n_ref": 1849 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587726848863066, + "FN": 2458, + "FP": 20532, + "IoU": 0.9208101544873671, + "TN": 4966645, + "TP": 267325, + "n_pred": 287857, + "n_ref": 269783 + }, + "7": { + "Dice": 0.9359573879539427, + "FN": 42725, + "FP": 6126, + "IoU": 0.8796239712187669, + "TN": 4851140, + "TP": 356969, + "n_pred": 363095, + "n_ref": 399694 + }, + "8": { + "Dice": 0.9283427727160798, + "FN": 526, + "FP": 347, + "IoU": 0.8662683823529411, + "TN": 5250432, + "TP": 5655, + "n_pred": 6002, + "n_ref": 6181 + }, + "9": { + "Dice": 0.0, + "FN": 50, + "FP": 0, + "IoU": 0.0, + "TN": 5256910, + "TP": 0, + "n_pred": 0, + "n_ref": 50 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1415, + "IoU": 0.0, + "TN": 3678457, + "TP": 0, + "n_pred": 1415, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 3679527, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 3679615, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 3679770, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9385992637941347, + "FN": 10676, + "FP": 1951, + "IoU": 0.8843024427788672, + "TN": 3570734, + "TP": 96511, + "n_pred": 98462, + "n_ref": 107187 + }, + "3": { + "Dice": 0.9743379361271858, + "FN": 4052, + "FP": 1265, + "IoU": 0.9499600018822644, + "TN": 3573617, + "TP": 100938, + "n_pred": 102203, + "n_ref": 104990 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7114751700431508, + "FN": 3714, + "FP": 231, + "IoU": 0.5521625610171416, + "TN": 3671063, + "TP": 4864, + "n_pred": 5095, + "n_ref": 8578 + }, + "6": { + "Dice": 0.8087488338343527, + "FN": 1271, + "FP": 4264, + "IoU": 0.6789070657848938, + "TN": 3662634, + "TP": 11703, + "n_pred": 15967, + "n_ref": 12974 + }, + "7": { + "Dice": 0.3968808127056804, + "FN": 2034, + "FP": 40118, + "IoU": 0.24756787633208976, + "TN": 3623851, + "TP": 13869, + "n_pred": 53987, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9228610645112094, + "FN": 4529, + "FP": 529, + "IoU": 0.8567706858469729, + "TN": 3644558, + "TP": 30256, + "n_pred": 30785, + "n_ref": 34785 + }, + "9": { + "Dice": 0.9087609511889863, + "FN": 1343, + "FP": 115, + "IoU": 0.8327789884161028, + "TN": 3671153, + "TP": 7261, + "n_pred": 7376, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset350_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6023196244682941, + "FN": 6984.4186666666665, + "FP": 7936.5195555555565, + "IoU": 0.5242819071838849, + "TN": 2869044.057333334, + "TP": 36568.33777777777, + "n_pred": 44504.85733333333, + "n_ref": 43552.75644444445 + }, + "mean": { + "1": { + "Dice": 0.7950844879387394, + "FN": 5811.280000000001, + "FP": 3414.2, + "IoU": 0.7422514823823979, + "TN": 2860069.3666666667, + "TP": 51238.486666666664, + "n_pred": 54652.68666666666, + "n_ref": 57049.76666666666 + }, + "10": { + "Dice": 0.7071902110807009, + "FN": 6308.68, + "FP": 5430.113333333333, + "IoU": 0.5875534067692085, + "TN": 2890637.6799999997, + "TP": 18156.859999999997, + "n_pred": 23586.973333333335, + "n_ref": 24465.54 + }, + "11": { + "Dice": 0.05674822552561605, + "FN": 427.3066666666667, + "FP": 21.35333333333333, + "IoU": 0.0370092320518508, + "TN": 2920045.413333333, + "TP": 39.260000000000005, + "n_pred": 60.61333333333333, + "n_ref": 466.5666666666667 + }, + "12": { + "Dice": 0.0255033630495153, + "FN": 719.34, + "FP": 68.26666666666667, + "IoU": 0.016384948151832314, + "TN": 2919704.4199999995, + "TP": 41.306666666666665, + "n_pred": 109.57333333333334, + "n_ref": 760.6466666666668 + }, + "13": { + "Dice": 0.5945910067858302, + "FN": 6845.460000000001, + "FP": 6358.12, + "IoU": 0.46293661522710333, + "TN": 2894941.1799999997, + "TP": 12388.573333333334, + "n_pred": 18746.693333333333, + "n_ref": 19234.033333333333 + }, + "14": { + "Dice": 0.5894767112658512, + "FN": 10724.759999999998, + "FP": 13349.24, + "IoU": 0.5143135703096389, + "TN": 2865620.8666666667, + "TP": 30838.466666666667, + "n_pred": 44187.706666666665, + "n_ref": 41563.22666666667 + }, + "15": { + "Dice": 0.5721268781176505, + "FN": 4674.993333333334, + "FP": 6345.780000000001, + "IoU": 0.47515964659597965, + "TN": 2894436.16, + "TP": 15076.4, + "n_pred": 21422.18, + "n_ref": 19751.393333333333 + }, + "2": { + "Dice": 0.8054615235586396, + "FN": 7622.966666666667, + "FP": 4231.606666666667, + "IoU": 0.736961588441394, + "TN": 2874384.84, + "TP": 34293.92, + "n_pred": 38525.526666666665, + "n_ref": 41916.886666666665 + }, + "3": { + "Dice": 0.7189399962777675, + "FN": 9219.426666666666, + "FP": 7664.173333333332, + "IoU": 0.6560609538281323, + "TN": 2865125.7133333334, + "TP": 38524.020000000004, + "n_pred": 46188.19333333333, + "n_ref": 47743.44666666667 + }, + "4": { + "Dice": 0.57127126853372, + "FN": 3287.8600000000006, + "FP": 2432.206666666667, + "IoU": 0.47630856390673426, + "TN": 2905942.84, + "TP": 8870.426666666668, + "n_pred": 11302.633333333335, + "n_ref": 12158.286666666665 + }, + "5": { + "Dice": 0.39384650245441516, + "FN": 960.4533333333335, + "FP": 435.7866666666667, + "IoU": 0.3010106491046164, + "TN": 2917872.7266666666, + "TP": 1264.3666666666666, + "n_pred": 1700.1533333333332, + "n_ref": 2224.82 + }, + "6": { + "Dice": 0.904433765288949, + "FN": 23350.326666666668, + "FP": 40488.066666666666, + "IoU": 0.8428373044855414, + "TN": 2640829.72, + "TP": 215865.22000000003, + "n_pred": 256353.28666666668, + "n_ref": 239215.5466666667 + }, + "7": { + "Dice": 0.7652201846118335, + "FN": 20611.733333333334, + "FP": 25201.826666666668, + "IoU": 0.6655623286716164, + "TN": 2775302.6266666665, + "TP": 99417.14666666667, + "n_pred": 124618.97333333334, + "n_ref": 120028.88 + }, + "8": { + "Dice": 0.7938345942389974, + "FN": 2204.2933333333335, + "FP": 1437.8333333333335, + "IoU": 0.7164031816158798, + "TN": 2904417.46, + "TP": 12473.746666666666, + "n_pred": 13911.579999999998, + "n_ref": 14678.039999999999 + }, + "9": { + "Dice": 0.7410656482961846, + "FN": 1997.4, + "FP": 2169.2200000000003, + "IoU": 0.6334751362163474, + "TN": 2906329.8466666667, + "TP": 10036.866666666667, + "n_pred": 12206.086666666666, + "n_ref": 12034.266666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_000/summary.json b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d7b453f7b2fccd6329d11d63d4a27c036d198fb --- /dev/null +++ b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.4575270458772997, + "FN": 65032.009333333335, + "FP": 47656.575999999994, + "IoU": 0.34595323132684824, + "TN": 96222713.73333333, + "TP": 121558.52133333334, + "n_pred": 169215.0973333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6012754187217892, + "FN": 73136.5, + "FP": 70665.0, + "IoU": 0.4550440491391061, + "TN": 96192007.7, + "TP": 121151.64, + "n_pred": 191816.64, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4221680875034661, + "FN": 42581.78, + "FP": 30816.98, + "IoU": 0.29190990062777, + "TN": 96351921.3, + "TP": 31640.78, + "n_pred": 62457.76, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.3381532282109483, + "FN": 2742.22, + "FP": 226.2, + "IoU": 0.2244143517335344, + "TN": 96453034.26, + "TP": 958.16, + "n_pred": 1184.36, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.1347672030363195, + "FN": 3897.04, + "FP": 52.52, + "IoU": 0.0836500529618841, + "TN": 96452671.66, + "TP": 339.62, + "n_pred": 392.14, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.33291223065075776, + "FN": 41056.78, + "FP": 17678.54, + "IoU": 0.21328421362766556, + "TN": 96381424.16, + "TP": 16801.36, + "n_pred": 34479.9, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6035874560557366, + "FN": 39347.44, + "FP": 92654.0, + "IoU": 0.48921831440539976, + "TN": 96225948.7, + "TP": 99010.7, + "n_pred": 191664.7, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.329557853430768, + "FN": 38010.62, + "FP": 16900.98, + "IoU": 0.2208419431060551, + "TN": 96386012.82, + "TP": 16036.42, + "n_pred": 32937.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.2888085724172023, + "FN": 104435.78, + "FP": 46438.12, + "IoU": 0.21553188989777175, + "TN": 96253681.02, + "TP": 52405.92, + "n_pred": 98844.04, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5779704794539099, + "FN": 56059.18, + "FP": 87958.56, + "IoU": 0.42618330398987836, + "TN": 96205599.7, + "TP": 107343.4, + "n_pred": 195301.96, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.29312093245092813, + "FN": 21774.92, + "FP": 1263.18, + "IoU": 0.2159632028946319, + "TN": 96429120.16, + "TP": 4802.58, + "n_pred": 6065.76, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.1934162657518306, + "FN": 15527.5, + "FP": 324.12, + "IoU": 0.12289411374580499, + "TN": 96439484.56, + "TP": 1624.66, + "n_pred": 1948.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8216111666511716, + "FN": 247303.18, + "FP": 232320.8, + "IoU": 0.7100129227045364, + "TN": 94865416.42, + "TP": 1111920.44, + "n_pred": 1344241.24, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4229707628789551, + "FN": 220088.56, + "FP": 85106.14, + "IoU": 0.2896293899757345, + "TN": 96032930.04, + "TP": 118836.1, + "n_pred": 203942.24, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7741946741894726, + "FN": 45812.2, + "FP": 17882.28, + "IoU": 0.6477043912751737, + "TN": 96306709.38, + "TP": 86556.98, + "n_pred": 104439.26, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7283913567562407, + "FN": 23706.44, + "FP": 14561.22, + "IoU": 0.5830164298177771, + "TN": 96364744.12, + "TP": 53949.06, + "n_pred": 68510.28, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6237069544579285, + "FN": 16086, + "FP": 76347, + "IoU": 0.453178889828854, + "TN": 119424283, + "TP": 76604, + "n_pred": 152951, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5015119375366701, + "FN": 41999, + "FP": 24271, + "IoU": 0.33467863381723995, + "TN": 119493714, + "TP": 33336, + "n_pred": 57607, + "n_ref": 75335 + }, + "11": { + "Dice": 0.19737168361021573, + "FN": 3148, + "FP": 89, + "IoU": 0.10949105914718019, + "TN": 119589685, + "TP": 398, + "n_pred": 487, + "n_ref": 3546 + }, + "12": { + "Dice": 0.42735613010842366, + "FN": 3184, + "FP": 249, + "IoU": 0.2717437420449724, + "TN": 119588606, + "TP": 1281, + "n_pred": 1530, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2883959397159455, + "FN": 38807, + "FP": 30035, + "IoU": 0.16849454053531743, + "TN": 119510528, + "TP": 13950, + "n_pred": 43985, + "n_ref": 52757 + }, + "14": { + "Dice": 0.27924002928503705, + "FN": 200953, + "FP": 39259, + "IoU": 0.16227715314008315, + "TN": 119306576, + "TP": 46532, + "n_pred": 85791, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 82217, + "IoU": 0.0, + "TN": 119478240, + "TP": 0, + "n_pred": 82217, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0026871546438573916, + "FN": 140585, + "FP": 17521, + "IoU": 0.0013453849506376366, + "TN": 119435001, + "TP": 213, + "n_pred": 17734, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6882893051726757, + "FN": 11834, + "FP": 131768, + "IoU": 0.5247264567460764, + "TN": 119291174, + "TP": 158544, + "n_pred": 290312, + "n_ref": 170378 + }, + "4": { + "Dice": 0.027992437220043905, + "FN": 76601, + "FP": 0, + "IoU": 0.01419489344177906, + "TN": 119515616, + "TP": 1103, + "n_pred": 1103, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 625, + "IoU": 0.0, + "TN": 119528431, + "TP": 0, + "n_pred": 625, + "n_ref": 64264 + }, + "6": { + "Dice": 0.908009605045415, + "FN": 147914, + "FP": 61599, + "IoU": 0.8315179412206994, + "TN": 118349787, + "TP": 1034020, + "n_pred": 1095619, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 91053, + "IoU": 0.0, + "TN": 119502267, + "TP": 0, + "n_pred": 91053, + "n_ref": 0 + }, + "8": { + "Dice": 0.5273397400220152, + "FN": 158593, + "FP": 70703, + "IoU": 0.35808648766681506, + "TN": 119236113, + "TP": 127911, + "n_pred": 198614, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7187444238422926, + "FN": 30212, + "FP": 6041, + "IoU": 0.5609688162276718, + "TN": 119510745, + "TP": 46322, + "n_pred": 52363, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7743620436367593, + "FN": 53359, + "FP": 25434, + "IoU": 0.6318032495782652, + "TN": 72611663, + "TP": 135204, + "n_pred": 160638, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6071020653527416, + "FN": 33104, + "FP": 12647, + "IoU": 0.43585538484302944, + "TN": 72744562, + "TP": 35347, + "n_pred": 47994, + "n_ref": 68451 + }, + "11": { + "Dice": 0.35921625544267055, + "FN": 1752, + "FP": 14, + "IoU": 0.21892967713401149, + "TN": 72823399, + "TP": 495, + "n_pred": 509, + "n_ref": 2247 + }, + "12": { + "Dice": 0.4335451080050826, + "FN": 2021, + "FP": 208, + "IoU": 0.27676833225178454, + "TN": 72822578, + "TP": 853, + "n_pred": 1061, + "n_ref": 2874 + }, + "13": { + "Dice": 0.35140751413055527, + "FN": 37500, + "FP": 9318, + "IoU": 0.21315608141039646, + "TN": 72766159, + "TP": 12683, + "n_pred": 22001, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7931932990007498, + "FN": 12353, + "FP": 21299, + "IoU": 0.6572662368745353, + "TN": 72727473, + "TP": 64535, + "n_pred": 85834, + "n_ref": 76888 + }, + "15": { + "Dice": 0.39372318069135614, + "FN": 26837, + "FP": 21342, + "IoU": 0.24511539727057644, + "TN": 72761837, + "TP": 15644, + "n_pred": 36986, + "n_ref": 42481 + }, + "2": { + "Dice": 1.472211998527788e-05, + "FN": 135842, + "FP": 6, + "IoU": 7.361114178242019e-06, + "TN": 72689811, + "TP": 1, + "n_pred": 7, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6538018495193187, + "FN": 5685, + "FP": 122947, + "IoU": 0.48566538981343016, + "TN": 72575566, + "TP": 121462, + "n_pred": 244409, + "n_ref": 127147 + }, + "4": { + "Dice": 0.07792392463562034, + "FN": 25914, + "FP": 24, + "IoU": 0.040541540282607084, + "TN": 72798626, + "TP": 1096, + "n_pred": 1120, + "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": 0.8650536544119669, + "FN": 201086, + "FP": 113000, + "IoU": 0.7621978411356259, + "TN": 71504873, + "TP": 1006701, + "n_pred": 1119701, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5764676352468698, + "FN": 121752, + "FP": 50358, + "IoU": 0.4049557632269507, + "TN": 72536421, + "TP": 117129, + "n_pred": 167487, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9201192327185576, + "FN": 4638, + "FP": 4661, + "IoU": 0.8520563201018216, + "TN": 72762805, + "TP": 53556, + "n_pred": 58217, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7196589005634232, + "FN": 25999, + "FP": 14503, + "IoU": 0.5620837297811608, + "TN": 72733172, + "TP": 51986, + "n_pred": 66489, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7500818892856858, + "FN": 72267, + "FP": 52861, + "IoU": 0.6001048251529233, + "TN": 71496586, + "TP": 187774, + "n_pred": 240635, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6426926628560742, + "FN": 38735, + "FP": 22401, + "IoU": 0.4735056278472946, + "TN": 71693369, + "TP": 54983, + "n_pred": 77384, + "n_ref": 93718 + }, + "11": { + "Dice": 0.22778212144904875, + "FN": 2932, + "FP": 31, + "IoU": 0.1285294117647059, + "TN": 71806088, + "TP": 437, + "n_pred": 468, + "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": 0.24680915997253317, + "FN": 52579, + "FP": 16524, + "IoU": 0.14077712154180913, + "TN": 71729063, + "TP": 11322, + "n_pred": 27846, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7998354337187649, + "FN": 171260, + "FP": 4376, + "IoU": 0.6664381337278533, + "TN": 71282941, + "TP": 350911, + "n_pred": 355287, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 15350, + "IoU": 0.0, + "TN": 71613475, + "TP": 0, + "n_pred": 15350, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 4121, + "IoU": 0.0, + "TN": 71658493, + "TP": 0, + "n_pred": 4121, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6505360836015165, + "FN": 12466, + "FP": 172897, + "IoU": 0.4820700099471349, + "TN": 71451596, + "TP": 172529, + "n_pred": 345426, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7299450091651392, + "FN": 3024, + "FP": 5079, + "IoU": 0.5747349637871313, + "TN": 71790434, + "TP": 10951, + "n_pred": 16030, + "n_ref": 13975 + }, + "5": { + "Dice": 0.4169621749408983, + "FN": 7521, + "FP": 371, + "IoU": 0.26339369049841327, + "TN": 71798774, + "TP": 2822, + "n_pred": 3193, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8718342919108866, + "FN": 136700, + "FP": 190095, + "IoU": 0.7727892149705553, + "TN": 70371198, + "TP": 1111495, + "n_pred": 1301590, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6858685660168524, + "FN": 87038, + "FP": 48625, + "IoU": 0.5219177840818987, + "TN": 71525723, + "TP": 148102, + "n_pred": 196727, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9100406696651059, + "FN": 7281, + "FP": 7340, + "IoU": 0.8349308495625176, + "TN": 71720913, + "TP": 73954, + "n_pred": 81294, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7744885265860307, + "FN": 29631, + "FP": 4451, + "IoU": 0.6319716652088935, + "TN": 71716881, + "TP": 58525, + "n_pred": 62976, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.503588430441887, + "FN": 36212, + "FP": 314679, + "IoU": 0.3365306982961883, + "TN": 134916637, + "TP": 177982, + "n_pred": 492661, + "n_ref": 214194 + }, + "10": { + "Dice": 0.683770723081539, + "FN": 31579, + "FP": 17958, + "IoU": 0.519492109066571, + "TN": 135342417, + "TP": 53556, + "n_pred": 71514, + "n_ref": 85135 + }, + "11": { + "Dice": 0.31609712230215825, + "FN": 2844, + "FP": 198, + "IoU": 0.187716955941255, + "TN": 135441765, + "TP": 703, + "n_pred": 901, + "n_ref": 3547 + }, + "12": { + "Dice": 0.229800796812749, + "FN": 4787, + "FP": 46, + "IoU": 0.12981634857760174, + "TN": 135439956, + "TP": 721, + "n_pred": 767, + "n_ref": 5508 + }, + "13": { + "Dice": 0.45950958639130685, + "FN": 20381, + "FP": 27120, + "IoU": 0.2982878584196298, + "TN": 135377817, + "TP": 20192, + "n_pred": 47312, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8540933738923423, + "FN": 13859, + "FP": 30269, + "IoU": 0.7453429052884283, + "TN": 135272226, + "TP": 129156, + "n_pred": 159425, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3679756120154614, + "FN": 29451, + "FP": 45600, + "IoU": 0.2254718830947688, + "TN": 135348611, + "TP": 21848, + "n_pred": 67448, + "n_ref": 51299 + }, + "2": { + "Dice": 0.007355771683525576, + "FN": 208746, + "FP": 5281, + "IoU": 0.0036914626198677964, + "TN": 135230690, + "TP": 793, + "n_pred": 6074, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6336792067735012, + "FN": 34371, + "FP": 188185, + "IoU": 0.4637850861342007, + "TN": 135030460, + "TP": 192494, + "n_pred": 380679, + "n_ref": 226865 + }, + "4": { + "Dice": 0.3391496993353729, + "FN": 28804, + "FP": 2517, + "IoU": 0.20420244931144876, + "TN": 135406152, + "TP": 8037, + "n_pred": 10554, + "n_ref": 36841 + }, + "5": { + "Dice": 0.09918363199078623, + "FN": 26580, + "FP": 13, + "IoU": 0.05217949174893966, + "TN": 135417453, + "TP": 1464, + "n_pred": 1477, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9040563598462451, + "FN": 204527, + "FP": 104904, + "IoU": 0.8249113610617886, + "TN": 133678228, + "TP": 1457851, + "n_pred": 1562755, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4261734125262134, + "FN": 87502, + "FP": 212673, + "IoU": 0.27078803720699735, + "TN": 135033867, + "TP": 111468, + "n_pred": 324141, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5282904675557405, + "FN": 177899, + "FP": 21628, + "IoU": 0.3589638144684296, + "TN": 135134253, + "TP": 111730, + "n_pred": 133358, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7822753774165885, + "FN": 30075, + "FP": 7754, + "IoU": 0.6424074564222785, + "TN": 135339722, + "TP": 67959, + "n_pred": 75713, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3876806803188848, + "FN": 190248, + "FP": 18131, + "IoU": 0.2404490696021433, + "TN": 105479660, + "TP": 65966, + "n_pred": 84097, + "n_ref": 256214 + }, + "10": { + "Dice": 0.13986529764562022, + "FN": 53279, + "FP": 35351, + "IoU": 0.0751909512083142, + "TN": 105658169, + "TP": 7206, + "n_pred": 42557, + "n_ref": 60485 + }, + "11": { + "Dice": 0.4924543288324067, + "FN": 1539, + "FP": 378, + "IoU": 0.3266596417281349, + "TN": 105751158, + "TP": 930, + "n_pred": 1308, + "n_ref": 2469 + }, + "12": { + "Dice": 0.046964997784669914, + "FN": 4298, + "FP": 4, + "IoU": 0.024047186932849365, + "TN": 105749597, + "TP": 106, + "n_pred": 110, + "n_ref": 4404 + }, + "13": { + "Dice": 0.32824053841447426, + "FN": 62125, + "FP": 14731, + "IoU": 0.19634435811905931, + "TN": 105658372, + "TP": 18777, + "n_pred": 33508, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8973147781997042, + "FN": 31254, + "FP": 6658, + "IoU": 0.8137542432415172, + "TN": 105550446, + "TP": 165647, + "n_pred": 172305, + "n_ref": 196901 + }, + "15": { + "Dice": 0.36552843643109745, + "FN": 21627, + "FP": 261, + "IoU": 0.22363707303231298, + "TN": 105725812, + "TP": 6305, + "n_pred": 6566, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6862107018797888, + "FN": 43449, + "FP": 56641, + "IoU": 0.5223141205835891, + "TN": 105544474, + "TP": 109441, + "n_pred": 166082, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8401763483372415, + "FN": 26530, + "FP": 28609, + "IoU": 0.7244000819717198, + "TN": 105553936, + "TP": 144930, + "n_pred": 173539, + "n_ref": 171460 + }, + "4": { + "Dice": 0.02465696176081354, + "FN": 40323, + "FP": 1686, + "IoU": 0.012482369534555712, + "TN": 105711465, + "TP": 531, + "n_pred": 2217, + "n_ref": 40854 + }, + "5": { + "Dice": 0.3106361829025845, + "FN": 9865, + "FP": 1231, + "IoU": 0.1838776110620771, + "TN": 105740409, + "TP": 2500, + "n_pred": 3731, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8480066481896502, + "FN": 193709, + "FP": 287681, + "IoU": 0.7361211302626126, + "TN": 103929721, + "TP": 1342894, + "n_pred": 1630575, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5705598170094454, + "FN": 123708, + "FP": 94074, + "IoU": 0.39914913810228, + "TN": 105391549, + "TP": 144674, + "n_pred": 238748, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8794556025647075, + "FN": 4793, + "FP": 18200, + "IoU": 0.784846726803159, + "TN": 105647137, + "TP": 83875, + "n_pred": 102075, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7554025577907573, + "FN": 15120, + "FP": 23533, + "IoU": 0.6069452918446206, + "TN": 105655665, + "TP": 59687, + "n_pred": 83220, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6449171982904296, + "FN": 37623, + "FP": 199823, + "IoU": 0.4759245689464902, + "TN": 96684804, + "TP": 215630, + "n_pred": 415453, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6820380443633758, + "FN": 28817, + "FP": 49277, + "IoU": 0.5174944856689178, + "TN": 96976029, + "TP": 83757, + "n_pred": 133034, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7039473684210527, + "FN": 1421, + "FP": 379, + "IoU": 0.5431472081218274, + "TN": 97133940, + "TP": 2140, + "n_pred": 2519, + "n_ref": 3561 + }, + "12": { + "Dice": 0.5186013092767044, + "FN": 2894, + "FP": 121, + "IoU": 0.3500754472946756, + "TN": 97133241, + "TP": 1624, + "n_pred": 1745, + "n_ref": 4518 + }, + "13": { + "Dice": 0.48857597238094475, + "FN": 19329, + "FP": 44666, + "IoU": 0.3232553958736504, + "TN": 97043317, + "TP": 30568, + "n_pred": 75234, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8049029534416777, + "FN": 76855, + "FP": 14093, + "IoU": 0.6735042612310542, + "TN": 96859322, + "TP": 187610, + "n_pred": 201703, + "n_ref": 264465 + }, + "15": { + "Dice": 0.17164930675312134, + "FN": 16151, + "FP": 43892, + "IoU": 0.09388204756730653, + "TN": 97071616, + "TP": 6221, + "n_pred": 50113, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5199121329369446, + "FN": 73034, + "FP": 46951, + "IoU": 0.3512711268747905, + "TN": 96952926, + "TP": 64969, + "n_pred": 111920, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5031409496596189, + "FN": 55102, + "FP": 149039, + "IoU": 0.3361311471144903, + "TN": 96830378, + "TP": 103361, + "n_pred": 252400, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8309509264915496, + "FN": 7092, + "FP": 1210, + "IoU": 0.7107921688845538, + "TN": 97109174, + "TP": 20404, + "n_pred": 21614, + "n_ref": 27496 + }, + "5": { + "Dice": 0.1496681483285636, + "FN": 13404, + "FP": 561, + "IoU": 0.08088719231275504, + "TN": 97122686, + "TP": 1229, + "n_pred": 1790, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8134463489016415, + "FN": 159613, + "FP": 455346, + "IoU": 0.6855537869262444, + "TN": 95182191, + "TP": 1340730, + "n_pred": 1796076, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7764088510761904, + "FN": 51110, + "FP": 65891, + "IoU": 0.6345329089369997, + "TN": 96817739, + "TP": 203140, + "n_pred": 269031, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9168637381903185, + "FN": 10388, + "FP": 10951, + "IoU": 0.8464897451207493, + "TN": 96998873, + "TP": 117668, + "n_pred": 128619, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7275765948751731, + "FN": 8938, + "FP": 35725, + "IoU": 0.5718038444945113, + "TN": 97033575, + "TP": 59642, + "n_pred": 95367, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.572338995271912, + "FN": 21106, + "FP": 206650, + "IoU": 0.4008927843349756, + "TN": 130386633, + "TP": 152403, + "n_pred": 359053, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4662739599795885, + "FN": 30190, + "FP": 77541, + "IoU": 0.3040138511134512, + "TN": 130612003, + "TP": 47058, + "n_pred": 124599, + "n_ref": 77248 + }, + "11": { + "Dice": 0.4546281142025823, + "FN": 2799, + "FP": 200, + "IoU": 0.29418686749823486, + "TN": 130762543, + "TP": 1250, + "n_pred": 1450, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 14, + "IoU": 0.0, + "TN": 130763450, + "TP": 0, + "n_pred": 14, + "n_ref": 3328 + }, + "13": { + "Dice": 0.4268811341330425, + "FN": 37880, + "FP": 25186, + "IoU": 0.27135974489619075, + "TN": 130680239, + "TP": 23487, + "n_pred": 48673, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8937122440531953, + "FN": 15849, + "FP": 18302, + "IoU": 0.8078479032684592, + "TN": 130589063, + "TP": 143578, + "n_pred": 161880, + "n_ref": 159427 + }, + "15": { + "Dice": 0.3398052152057807, + "FN": 17974, + "FP": 24054, + "IoU": 0.20467791991522216, + "TN": 130713948, + "TP": 10816, + "n_pred": 34870, + "n_ref": 28790 + }, + "2": { + "Dice": 0.014738118557903083, + "FN": 164909, + "FP": 25216, + "IoU": 0.007423765446600573, + "TN": 130575245, + "TP": 1422, + "n_pred": 26638, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6239256391245847, + "FN": 29722, + "FP": 134624, + "IoU": 0.4534098278872537, + "TN": 130466117, + "TP": 136329, + "n_pred": 270953, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5046373951652688, + "FN": 19707, + "FP": 375, + "IoU": 0.3374682458513411, + "TN": 130736481, + "TP": 10229, + "n_pred": 10604, + "n_ref": 29936 + }, + "5": { + "Dice": 0.26744186046511625, + "FN": 26410, + "FP": 428, + "IoU": 0.15436241610738255, + "TN": 130735055, + "TP": 4899, + "n_pred": 5327, + "n_ref": 31309 + }, + "6": { + "Dice": 0.885649713357614, + "FN": 157368, + "FP": 147275, + "IoU": 0.7947677888845324, + "TN": 129282410, + "TP": 1179739, + "n_pred": 1327014, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5434506733347251, + "FN": 213874, + "FP": 175390, + "IoU": 0.37310832073153255, + "TN": 130145849, + "TP": 231679, + "n_pred": 407069, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6659884812820834, + "FN": 102556, + "FP": 25496, + "IoU": 0.4992374293155635, + "TN": 130511078, + "TP": 127662, + "n_pred": 153158, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7310147096801396, + "FN": 32678, + "FP": 18359, + "IoU": 0.5760623982456723, + "TN": 130646404, + "TP": 69351, + "n_pred": 87710, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6269979121261982, + "FN": 77569, + "FP": 69104, + "IoU": 0.45666202379717574, + "TN": 71966060, + "TP": 123275, + "n_pred": 192379, + "n_ref": 200844 + }, + "10": { + "Dice": 0.10387409672581367, + "FN": 57330, + "FP": 34686, + "IoU": 0.054782278194948075, + "TN": 72138659, + "TP": 5333, + "n_pred": 40019, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 38, + "IoU": 0.0, + "TN": 72233283, + "TP": 0, + "n_pred": 38, + "n_ref": 2687 + }, + "12": { + "Dice": 0.1557688016067842, + "FN": 3722, + "FP": 61, + "IoU": 0.08446272991287512, + "TN": 72231876, + "TP": 349, + "n_pred": 410, + "n_ref": 4071 + }, + "13": { + "Dice": 0.0788448264345038, + "FN": 66897, + "FP": 15843, + "IoU": 0.041040321739432783, + "TN": 72149727, + "TP": 3541, + "n_pred": 19384, + "n_ref": 70438 + }, + "14": { + "Dice": 0.12964693972799043, + "FN": 24538, + "FP": 637483, + "IoU": 0.06931682711772909, + "TN": 71524680, + "TP": 49307, + "n_pred": 686790, + "n_ref": 73845 + }, + "15": { + "Dice": 0.46473499301121984, + "FN": 9863, + "FP": 32644, + "IoU": 0.3027066929133858, + "TN": 72175048, + "TP": 18453, + "n_pred": 51097, + "n_ref": 28316 + }, + "2": { + "Dice": 0.04567854336547518, + "FN": 122906, + "FP": 60485, + "IoU": 0.02337309617637661, + "TN": 72048228, + "TP": 4389, + "n_pred": 64874, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7116975752286089, + "FN": 16985, + "FP": 105564, + "IoU": 0.5524305175121434, + "TN": 71962198, + "TP": 151261, + "n_pred": 256825, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 825, + "IoU": 0.0, + "TN": 72235183, + "TP": 0, + "n_pred": 825, + "n_ref": 0 + }, + "5": { + "Dice": 0.6954816213860235, + "FN": 3440, + "FP": 752, + "IoU": 0.5331328655752311, + "TN": 72227029, + "TP": 4787, + "n_pred": 5539, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6176736119784325, + "FN": 473227, + "FP": 812477, + "IoU": 0.4468363024325015, + "TN": 69911734, + "TP": 1038570, + "n_pred": 1851047, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4135099878590276, + "FN": 206601, + "FP": 169708, + "IoU": 0.2606445579200305, + "TN": 71727039, + "TP": 132660, + "n_pred": 302368, + "n_ref": 339261 + }, + "8": { + "Dice": 0.860802492026997, + "FN": 9548, + "FP": 9220, + "IoU": 0.7556218179924218, + "TN": 72159209, + "TP": 58031, + "n_pred": 67251, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4018031053480995, + "FN": 35180, + "FP": 7816, + "IoU": 0.2514102653388119, + "TN": 72178572, + "TP": 14440, + "n_pred": 22256, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14933595671421546, + "FN": 81402, + "FP": 5068, + "IoU": 0.08069317456942378, + "TN": 52459060, + "TP": 7590, + "n_pred": 12658, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 1591, + "IoU": 0.0, + "TN": 52504345, + "TP": 0, + "n_pred": 1591, + "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": 0.049978041282389106, + "FN": 21046, + "FP": 586, + "IoU": 0.025629476149722986, + "TN": 52530919, + "TP": 569, + "n_pred": 1155, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3502667039121008, + "FN": 42671, + "FP": 6174, + "IoU": 0.21231716953443744, + "TN": 52491109, + "TP": 13166, + "n_pred": 19340, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 7359, + "IoU": 0.0, + "TN": 52520492, + "TP": 0, + "n_pred": 7359, + "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": 0.6481609529268725, + "FN": 17015, + "FP": 119862, + "IoU": 0.47946606833868916, + "TN": 52290165, + "TP": 126078, + "n_pred": 245940, + "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": 0.3346344002081707, + "FN": 4996, + "FP": 118, + "IoU": 0.2009375, + "TN": 52546720, + "TP": 1286, + "n_pred": 1404, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6203377362422587, + "FN": 399247, + "FP": 58030, + "IoU": 0.4496301395913121, + "TN": 51722266, + "TP": 373577, + "n_pred": 431607, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0008972333713543929, + "FN": 192970, + "FP": 16375, + "IoU": 0.00044881803293560414, + "TN": 52343681, + "TP": 94, + "n_pred": 16469, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7581310579073813, + "FN": 13775, + "FP": 15421, + "IoU": 0.6104758982295572, + "TN": 52478167, + "TP": 45757, + "n_pred": 61178, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5753938790662761, + "FN": 42829, + "FP": 9212, + "IoU": 0.4038968179423152, + "TN": 52465818, + "TP": 35261, + "n_pred": 44473, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6542931093679846, + "FN": 44987, + "FP": 216803, + "IoU": 0.48620774250527454, + "TN": 143627725, + "TP": 247735, + "n_pred": 464538, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4386972285763192, + "FN": 55991, + "FP": 52222, + "IoU": 0.28098152171746366, + "TN": 143986749, + "TP": 42288, + "n_pred": 94510, + "n_ref": 98279 + }, + "11": { + "Dice": 0.3870812243914196, + "FN": 5013, + "FP": 73, + "IoU": 0.23998804542737598, + "TN": 144130558, + "TP": 1606, + "n_pred": 1679, + "n_ref": 6619 + }, + "12": { + "Dice": 0.33578575632725133, + "FN": 4505, + "FP": 9, + "IoU": 0.2017683465959328, + "TN": 144131595, + "TP": 1141, + "n_pred": 1150, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5124898450043819, + "FN": 64243, + "FP": 11968, + "IoU": 0.34452863617989316, + "TN": 144020981, + "TP": 40058, + "n_pred": 52026, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9314809869520124, + "FN": 35122, + "FP": 20043, + "IoU": 0.8717495669964082, + "TN": 143707115, + "TP": 374970, + "n_pred": 395013, + "n_ref": 410092 + }, + "15": { + "Dice": 0.47390396659707723, + "FN": 14948, + "FP": 2188, + "IoU": 0.31053351573187415, + "TN": 144112396, + "TP": 7718, + "n_pred": 9906, + "n_ref": 22666 + }, + "2": { + "Dice": 5.7455167014988615e-05, + "FN": 138033, + "FP": 1198, + "IoU": 2.87284088052573e-05, + "TN": 143998015, + "TP": 4, + "n_pred": 1202, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6424492492468733, + "FN": 11799, + "FP": 168964, + "IoU": 0.4732414231220914, + "TN": 143794089, + "TP": 162398, + "n_pred": 331362, + "n_ref": 174197 + }, + "4": { + "Dice": 0.16278630757613893, + "FN": 45996, + "FP": 7224, + "IoU": 0.08860499366373258, + "TN": 144078856, + "TP": 5174, + "n_pred": 12398, + "n_ref": 51170 + }, + "5": { + "Dice": 0.05458290422245108, + "FN": 31178, + "FP": 1870, + "IoU": 0.028057173107464268, + "TN": 144103248, + "TP": 954, + "n_pred": 2824, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7739350895706096, + "FN": 186224, + "FP": 498667, + "IoU": 0.6312350047597101, + "TN": 142279994, + "TP": 1172365, + "n_pred": 1671032, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.49819082418009575, + "FN": 136917, + "FP": 89000, + "IoU": 0.3317271143373533, + "TN": 143799189, + "TP": 112144, + "n_pred": 201144, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6999351607355968, + "FN": 80147, + "FP": 47581, + "IoU": 0.538384809431221, + "TN": 143860552, + "TP": 148970, + "n_pred": 196551, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8081431958429839, + "FN": 20664, + "FP": 14375, + "IoU": 0.6780539348555152, + "TN": 144028415, + "TP": 73796, + "n_pred": 88171, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7757891178902016, + "FN": 23510, + "FP": 86604, + "IoU": 0.6337054581259813, + "TN": 111478304, + "TP": 190502, + "n_pred": 277106, + "n_ref": 214012 + }, + "10": { + "Dice": 0.2749405469678954, + "FN": 36753, + "FP": 12029, + "IoU": 0.15938033120228842, + "TN": 111720889, + "TP": 9249, + "n_pred": 21278, + "n_ref": 46002 + }, + "11": { + "Dice": 0.005780346820809248, + "FN": 3784, + "FP": 0, + "IoU": 0.002898550724637681, + "TN": 111775125, + "TP": 11, + "n_pred": 11, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0008567144998929107, + "FN": 4658, + "FP": 7, + "IoU": 0.00042854081851296334, + "TN": 111774253, + "TP": 2, + "n_pred": 9, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3755846646195307, + "FN": 38449, + "FP": 9744, + "IoU": 0.23121221305852888, + "TN": 111716233, + "TP": 14494, + "n_pred": 24238, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6548078138829182, + "FN": 9114, + "FP": 78250, + "IoU": 0.48677640313465625, + "TN": 111608694, + "TP": 82862, + "n_pred": 161112, + "n_ref": 91976 + }, + "15": { + "Dice": 0.18327462240023162, + "FN": 8833, + "FP": 8092, + "IoU": 0.10088185295367616, + "TN": 111760096, + "TP": 1899, + "n_pred": 9991, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 293, + "IoU": 0.0, + "TN": 111572318, + "TP": 0, + "n_pred": 293, + "n_ref": 206309 + }, + "3": { + "Dice": 0.41170259197206693, + "FN": 4955, + "FP": 162185, + "IoU": 0.25921001311917174, + "TN": 111553296, + "TP": 58484, + "n_pred": 220669, + "n_ref": 63439 + }, + "4": { + "Dice": 0.45717550087730036, + "FN": 13077, + "FP": 226, + "IoU": 0.2963237238825707, + "TN": 111760015, + "TP": 5602, + "n_pred": 5828, + "n_ref": 18679 + }, + "5": { + "Dice": 0.010543756589847868, + "FN": 26276, + "FP": 0, + "IoU": 0.0052998182919442765, + "TN": 111752504, + "TP": 140, + "n_pred": 140, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8700761767186016, + "FN": 256597, + "FP": 35531, + "IoU": 0.7700308275577584, + "TN": 110508628, + "TP": 978164, + "n_pred": 1013695, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3035700979844268, + "FN": 173207, + "FP": 125879, + "IoU": 0.17894644371909924, + "TN": 111414649, + "TP": 65185, + "n_pred": 191064, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6483865064356737, + "FN": 128440, + "FP": 32952, + "IoU": 0.4797129575303516, + "TN": 111468722, + "TP": 148806, + "n_pred": 181758, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7698177372437149, + "FN": 25558, + "FP": 7202, + "IoU": 0.6257753509783986, + "TN": 111691379, + "TP": 54781, + "n_pred": 61983, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5243827290437898, + "FN": 96901, + "FP": 27364, + "IoU": 0.3553649983399734, + "TN": 198895107, + "TP": 68503, + "n_pred": 95867, + "n_ref": 165404 + }, + "10": { + "Dice": 0.19563614169824275, + "FN": 55434, + "FP": 7826, + "IoU": 0.10842388623454963, + "TN": 199016922, + "TP": 7693, + "n_pred": 15519, + "n_ref": 63127 + }, + "11": { + "Dice": 0.21268057784911718, + "FN": 3905, + "FP": 19, + "IoU": 0.11899416255051638, + "TN": 199083421, + "TP": 530, + "n_pred": 549, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0035917390002993114, + "FN": 3329, + "FP": 0, + "IoU": 0.0017991004497751124, + "TN": 199084540, + "TP": 6, + "n_pred": 6, + "n_ref": 3335 + }, + "13": { + "Dice": 0.05882226658938194, + "FN": 34224, + "FP": 9617, + "IoU": 0.03030236004512176, + "TN": 199042664, + "TP": 1370, + "n_pred": 10987, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6210760610944815, + "FN": 18626, + "FP": 15933, + "IoU": 0.4504063230546588, + "TN": 199024994, + "TP": 28322, + "n_pred": 44255, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4528610957387936, + "FN": 97650, + "FP": 1218, + "IoU": 0.2927087506438505, + "TN": 198948091, + "TP": 40916, + "n_pred": 42134, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 2393, + "IoU": 0.0, + "TN": 198955904, + "TP": 0, + "n_pred": 2393, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6424752519731028, + "FN": 10131, + "FP": 133107, + "IoU": 0.4732696423449463, + "TN": 198815937, + "TP": 128700, + "n_pred": 261807, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.11893413228017613, + "FN": 18758, + "FP": 651, + "IoU": 0.06322698971958106, + "TN": 199067156, + "TP": 1310, + "n_pred": 1961, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7884719259460096, + "FN": 220051, + "FP": 281602, + "IoU": 0.6508078044841676, + "TN": 197651265, + "TP": 934957, + "n_pred": 1216559, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.19596272650261368, + "FN": 132465, + "FP": 62108, + "IoU": 0.10862454417181287, + "TN": 198869591, + "TP": 23711, + "n_pred": 85819, + "n_ref": 156176 + }, + "8": { + "Dice": 0.743406553041434, + "FN": 37401, + "FP": 18483, + "IoU": 0.5916046712170596, + "TN": 198951037, + "TP": 80954, + "n_pred": 99437, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7336317477284875, + "FN": 37513, + "FP": 10331, + "IoU": 0.5793194407807967, + "TN": 198974145, + "TP": 65886, + "n_pred": 76217, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.749352776991222, + "FN": 36177, + "FP": 62963, + "IoU": 0.5991719832779435, + "TN": 130827854, + "TP": 148198, + "n_pred": 211161, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5054985108699301, + "FN": 30020, + "FP": 73089, + "IoU": 0.33823888068801744, + "TN": 130919382, + "TP": 52701, + "n_pred": 125790, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6292997122104975, + "FN": 1775, + "FP": 930, + "IoU": 0.45910817836432716, + "TN": 131070191, + "TP": 2296, + "n_pred": 3226, + "n_ref": 4071 + }, + "12": { + "Dice": 0.24306326304106549, + "FN": 3978, + "FP": 114, + "IoU": 0.13834491471888818, + "TN": 131070443, + "TP": 657, + "n_pred": 771, + "n_ref": 4635 + }, + "13": { + "Dice": 0.35841104385288364, + "FN": 67155, + "FP": 15200, + "IoU": 0.21833178306345982, + "TN": 130969834, + "TP": 23003, + "n_pred": 38203, + "n_ref": 90158 + }, + "14": { + "Dice": 0.048321251299421025, + "FN": 42575, + "FP": 510377, + "IoU": 0.024758814088431894, + "TN": 130508202, + "TP": 14038, + "n_pred": 524415, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3952231042978374, + "FN": 16029, + "FP": 19319, + "IoU": 0.24627915902597125, + "TN": 131028294, + "TP": 11550, + "n_pred": 30869, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6250503205494102, + "FN": 56227, + "FP": 68581, + "IoU": 0.4545986881492066, + "TN": 130846355, + "TP": 104029, + "n_pred": 172610, + "n_ref": 160256 + }, + "3": { + "Dice": 0.725341177555821, + "FN": 48532, + "FP": 58658, + "IoU": 0.5690473127271558, + "TN": 130826464, + "TP": 141538, + "n_pred": 200196, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 773, + "IoU": 0.0, + "TN": 131001339, + "TP": 0, + "n_pred": 773, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4857400465050064, + "FN": 9581, + "FP": 1256, + "IoU": 0.3207771858351614, + "TN": 131059237, + "TP": 5118, + "n_pred": 6374, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7841732632799573, + "FN": 154689, + "FP": 568211, + "IoU": 0.6449712278868249, + "TN": 129039019, + "TP": 1313273, + "n_pred": 1881484, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4409575488243577, + "FN": 474830, + "FP": 291781, + "IoU": 0.2828387055733092, + "TN": 130006240, + "TP": 302341, + "n_pred": 594122, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8566450691482004, + "FN": 13624, + "FP": 24719, + "IoU": 0.7492380939923875, + "TN": 130922286, + "TP": 114563, + "n_pred": 139282, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5172366923220687, + "FN": 35100, + "FP": 21728, + "IoU": 0.34883294565204936, + "TN": 130987921, + "TP": 30443, + "n_pred": 52171, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7276168423664114, + "FN": 21969, + "FP": 122956, + "IoU": 0.5718535631355356, + "TN": 101278706, + "TP": 193569, + "n_pred": 316525, + "n_ref": 215538 + }, + "10": { + "Dice": 0.37947405050705907, + "FN": 30556, + "FP": 19374, + "IoU": 0.2341672162829578, + "TN": 101552003, + "TP": 15267, + "n_pred": 34641, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7043286867204696, + "FN": 2079, + "FP": 339, + "IoU": 0.5436013590033975, + "TN": 101611902, + "TP": 2880, + "n_pred": 3219, + "n_ref": 4959 + }, + "12": { + "Dice": 0.22552504038772214, + "FN": 4792, + "FP": 2, + "IoU": 0.1270939548434086, + "TN": 101611708, + "TP": 698, + "n_pred": 700, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6522680255916675, + "FN": 19253, + "FP": 24282, + "IoU": 0.483974586918901, + "TN": 101532834, + "TP": 40831, + "n_pred": 65113, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7687214676609861, + "FN": 7549, + "FP": 25077, + "IoU": 0.6243278409156332, + "TN": 101530353, + "TP": 54221, + "n_pred": 79298, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5071801215511214, + "FN": 14406, + "FP": 22246, + "IoU": 0.33974636114713935, + "TN": 101561688, + "TP": 18860, + "n_pred": 41106, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 5804, + "IoU": 0.0, + "TN": 101439053, + "TP": 0, + "n_pred": 5804, + "n_ref": 172343 + }, + "3": { + "Dice": 0.64613326228708, + "FN": 6847, + "FP": 175118, + "IoU": 0.477250267170748, + "TN": 101269108, + "TP": 166127, + "n_pred": 341245, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5345861823063048, + "FN": 9841, + "FP": 1254, + "IoU": 0.36480219843132766, + "TN": 101599733, + "TP": 6372, + "n_pred": 7626, + "n_ref": 16213 + }, + "5": { + "Dice": 0.22033055433669738, + "FN": 26605, + "FP": 48, + "IoU": 0.12380420132154246, + "TN": 101586781, + "TP": 3766, + "n_pred": 3814, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7784564134736158, + "FN": 364817, + "FP": 300497, + "IoU": 0.637272727768361, + "TN": 99783001, + "TP": 1168885, + "n_pred": 1469382, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7371359817225391, + "FN": 137131, + "FP": 70198, + "IoU": 0.5837017850330302, + "TN": 101119170, + "TP": 290701, + "n_pred": 360899, + "n_ref": 427832 + }, + "8": { + "Dice": 0.628188356686158, + "FN": 112374, + "FP": 29168, + "IoU": 0.4579261006771041, + "TN": 101356088, + "TP": 119570, + "n_pred": 148738, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7837683205921021, + "FN": 16613, + "FP": 18913, + "IoU": 0.6444235369478836, + "TN": 101517289, + "TP": 64385, + "n_pred": 83298, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13504083240579784, + "FN": 195392, + "FP": 12097, + "IoU": 0.07240953837075186, + "TN": 118958526, + "TP": 16197, + "n_pred": 28294, + "n_ref": 211589 + }, + "10": { + "Dice": 0.49236939162817345, + "FN": 46372, + "FP": 24511, + "IoU": 0.32658490010355407, + "TN": 119076953, + "TP": 34376, + "n_pred": 58887, + "n_ref": 80748 + }, + "11": { + "Dice": 0.41934293097083797, + "FN": 2902, + "FP": 244, + "IoU": 0.26529659037832787, + "TN": 119177930, + "TP": 1136, + "n_pred": 1380, + "n_ref": 4038 + }, + "12": { + "Dice": 0.09809763923905569, + "FN": 3921, + "FP": 14, + "IoU": 0.051578693661123165, + "TN": 119178063, + "TP": 214, + "n_pred": 228, + "n_ref": 4135 + }, + "13": { + "Dice": 0.26052941676688895, + "FN": 22352, + "FP": 38519, + "IoU": 0.14977512082018046, + "TN": 119110618, + "TP": 10723, + "n_pred": 49242, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10037975401008899, + "FN": 58783, + "FP": 68193, + "IoU": 0.05284201103983291, + "TN": 119048152, + "TP": 7084, + "n_pred": 75277, + "n_ref": 65867 + }, + "15": { + "Dice": 0.018398012304779932, + "FN": 20409, + "FP": 12777, + "IoU": 0.009284413529569812, + "TN": 119148715, + "TP": 311, + "n_pred": 13088, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7480928183261549, + "FN": 19621, + "FP": 97471, + "IoU": 0.5975625264214299, + "TN": 118891255, + "TP": 173865, + "n_pred": 271336, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5263432580738824, + "FN": 125396, + "FP": 3477, + "IoU": 0.35716815395282253, + "TN": 118981735, + "TP": 71604, + "n_pred": 75081, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 266, + "IoU": 0.0, + "TN": 119138609, + "TP": 0, + "n_pred": 266, + "n_ref": 43337 + }, + "5": { + "Dice": 0.39998211571134756, + "FN": 13249, + "FP": 171, + "IoU": 0.24998602805566422, + "TN": 119164319, + "TP": 4473, + "n_pred": 4644, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8568306493385875, + "FN": 244374, + "FP": 255075, + "IoU": 0.7495220623635896, + "TN": 117188228, + "TP": 1494535, + "n_pred": 1749610, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4017219343091253, + "FN": 205847, + "FP": 67523, + "IoU": 0.2513467105209106, + "TN": 118817063, + "TP": 91779, + "n_pred": 159302, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8272283564822738, + "FN": 21742, + "FP": 3497, + "IoU": 0.705361833273018, + "TN": 119096551, + "TP": 60422, + "n_pred": 63919, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8165721721349568, + "FN": 15237, + "FP": 16339, + "IoU": 0.6900058904378559, + "TN": 119080352, + "TP": 70284, + "n_pred": 86623, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8138, + "IoU": 0.0, + "TN": 61324342, + "TP": 0, + "n_pred": 8138, + "n_ref": 0 + }, + "10": { + "Dice": 0.19784181424012862, + "FN": 30367, + "FP": 2564, + "IoU": 0.10978049307958478, + "TN": 61295488, + "TP": 4061, + "n_pred": 6625, + "n_ref": 34428 + }, + "11": { + "Dice": 0.35813366960907944, + "FN": 3012, + "FP": 42, + "IoU": 0.21812596006144394, + "TN": 61328574, + "TP": 852, + "n_pred": 894, + "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": 0.1047625747449877, + "FN": 48973, + "FP": 14656, + "IoU": 0.05527675495902126, + "TN": 61265128, + "TP": 3723, + "n_pred": 18379, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9129141517635969, + "FN": 33793, + "FP": 11382, + "IoU": 0.8397811021499656, + "TN": 61050522, + "TP": 236783, + "n_pred": 248165, + "n_ref": 270576 + }, + "15": { + "Dice": 0.05162945511557519, + "FN": 95149, + "FP": 17966, + "IoU": 0.026498786512212335, + "TN": 61216286, + "TP": 3079, + "n_pred": 21045, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7661945637127651, + "FN": 52178, + "FP": 14201, + "IoU": 0.6210011247951673, + "TN": 61157337, + "TP": 108764, + "n_pred": 122965, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8500529317202591, + "FN": 31084, + "FP": 3335, + "IoU": 0.739210486437339, + "TN": 61200500, + "TP": 97561, + "n_pred": 100896, + "n_ref": 128645 + }, + "4": { + "Dice": 0.009389449844295555, + "FN": 41990, + "FP": 0, + "IoU": 0.004716869326127663, + "TN": 61290291, + "TP": 199, + "n_pred": 199, + "n_ref": 42189 + }, + "5": { + "Dice": 0.3366093366093366, + "FN": 6791, + "FP": 229, + "IoU": 0.20236336779911374, + "TN": 61323679, + "TP": 1781, + "n_pred": 2010, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8761468963073167, + "FN": 194935, + "FP": 90941, + "IoU": 0.7795920066675354, + "TN": 60035449, + "TP": 1011155, + "n_pred": 1102096, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.14527938613750072, + "FN": 183552, + "FP": 59722, + "IoU": 0.07832952577960137, + "TN": 61068531, + "TP": 20675, + "n_pred": 80397, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7074281870576186, + "FN": 35938, + "FP": 2338, + "IoU": 0.5473028113209779, + "TN": 61247929, + "TP": 46275, + "n_pred": 48613, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7963045768376696, + "FN": 10839, + "FP": 16038, + "IoU": 0.6615498917040246, + "TN": 61253068, + "TP": 52535, + "n_pred": 68573, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6704240879181452, + "FN": 79854, + "FP": 15812, + "IoU": 0.5042390448157208, + "TN": 148914532, + "TP": 97302, + "n_pred": 113114, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6128952487718026, + "FN": 35625, + "FP": 11337, + "IoU": 0.4418521731896029, + "TN": 149023361, + "TP": 37177, + "n_pred": 48514, + "n_ref": 72802 + }, + "11": { + "Dice": 0.05724907063197026, + "FN": 2527, + "FP": 9, + "IoU": 0.029468044393417527, + "TN": 149104887, + "TP": 77, + "n_pred": 86, + "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": 0.15297350489240424, + "FN": 76128, + "FP": 15112, + "IoU": 0.08282150001507856, + "TN": 149008021, + "TP": 8239, + "n_pred": 23351, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8543388275748978, + "FN": 7102, + "FP": 22211, + "IoU": 0.745716838571441, + "TN": 148992223, + "TP": 85964, + "n_pred": 108175, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5567533496032195, + "FN": 20819, + "FP": 6606, + "IoU": 0.3857645188022128, + "TN": 149062851, + "TP": 17224, + "n_pred": 23830, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 33849, + "IoU": 0.0, + "TN": 148916647, + "TP": 0, + "n_pred": 33849, + "n_ref": 157004 + }, + "3": { + "Dice": 0.09740961406917609, + "FN": 50260, + "FP": 131834, + "IoU": 0.051198416006669446, + "TN": 148915580, + "TP": 9826, + "n_pred": 141660, + "n_ref": 60086 + }, + "4": { + "Dice": 0.5050789096126256, + "FN": 17032, + "FP": 216, + "IoU": 0.33786325770662984, + "TN": 149081451, + "TP": 8801, + "n_pred": 9017, + "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": 0.8899095491105202, + "FN": 186788, + "FP": 40657, + "IoU": 0.8016549898230945, + "TN": 147960786, + "TP": 919269, + "n_pred": 959926, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4213581866520723, + "FN": 196603, + "FP": 19084, + "IoU": 0.2669118371814001, + "TN": 148813283, + "TP": 78530, + "n_pred": 97614, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6670899775576675, + "FN": 99319, + "FP": 30182, + "IoU": 0.5004763759937357, + "TN": 148848251, + "TP": 129748, + "n_pred": 159930, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6912625956643756, + "FN": 37854, + "FP": 6481, + "IoU": 0.5281904478120211, + "TN": 149013532, + "TP": 49633, + "n_pred": 56114, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10563381576600514, + "FN": 486380, + "FP": 13, + "IoU": 0.05576208900113955, + "TN": 100197683, + "TP": 28724, + "n_pred": 28737, + "n_ref": 515104 + }, + "10": { + "Dice": 0.07715368227685007, + "FN": 35447, + "FP": 36894, + "IoU": 0.04012472633185166, + "TN": 100637435, + "TP": 3024, + "n_pred": 39918, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5011349746813341, + "FN": 2046, + "FP": 811, + "IoU": 0.33434296365330846, + "TN": 100708508, + "TP": 1435, + "n_pred": 2246, + "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": 0.002167630057803468, + "FN": 39107, + "FP": 5085, + "IoU": 0.00108499095840868, + "TN": 100668560, + "TP": 48, + "n_pred": 5133, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4239801150683979, + "FN": 44131, + "FP": 254120, + "IoU": 0.26901952134112717, + "TN": 100304785, + "TP": 109764, + "n_pred": 363884, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5728147606392608, + "FN": 55714, + "FP": 3279, + "IoU": 0.4013597848698564, + "TN": 100614255, + "TP": 39552, + "n_pred": 42831, + "n_ref": 95266 + }, + "2": { + "Dice": 0.353826009129533, + "FN": 150334, + "FP": 152173, + "IoU": 0.21493840328654215, + "TN": 100327471, + "TP": 82822, + "n_pred": 234995, + "n_ref": 233156 + }, + "3": { + "Dice": 0.3425162584918889, + "FN": 167275, + "FP": 50289, + "IoU": 0.20664833682183828, + "TN": 100438566, + "TP": 56670, + "n_pred": 106959, + "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": 0.0021761470108202863, + "FN": 16455, + "FP": 52, + "IoU": 0.0010892586989409985, + "TN": 100696275, + "TP": 18, + "n_pred": 70, + "n_ref": 16473 + }, + "6": { + "Dice": 0.3368409695749119, + "FN": 1562944, + "FP": 465434, + "IoU": 0.20253082442081227, + "TN": 98169281, + "TP": 515141, + "n_pred": 980575, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3579998932279849, + "FN": 118651, + "FP": 73759, + "IoU": 0.2180267173866218, + "TN": 100466743, + "TP": 53647, + "n_pred": 127406, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7634008078969398, + "FN": 38060, + "FP": 4053, + "IoU": 0.6173389185210763, + "TN": 100602747, + "TP": 67940, + "n_pred": 71993, + "n_ref": 106000 + }, + "9": { + "Dice": 0.633012460995656, + "FN": 39778, + "FP": 32200, + "IoU": 0.46307112752228563, + "TN": 100578745, + "TP": 62077, + "n_pred": 94277, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6533255684472574, + "FN": 26790, + "FP": 27381, + "IoU": 0.48513995152782396, + "TN": 78845485, + "TP": 51044, + "n_pred": 78425, + "n_ref": 77834 + }, + "10": { + "Dice": 0.45103710143898934, + "FN": 26234, + "FP": 4705, + "IoU": 0.2911865105729799, + "TN": 78907051, + "TP": 12710, + "n_pred": 17415, + "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": 7, + "IoU": 0.0, + "TN": 78948133, + "TP": 0, + "n_pred": 7, + "n_ref": 2560 + }, + "13": { + "Dice": 0.029784978299042506, + "FN": 58506, + "FP": 62, + "IoU": 0.015117628264415558, + "TN": 78891233, + "TP": 899, + "n_pred": 961, + "n_ref": 59405 + }, + "14": { + "Dice": 0.00019636370127725663, + "FN": 27258, + "FP": 84757, + "IoU": 9.819149126095728e-05, + "TN": 78838674, + "TP": 11, + "n_pred": 84768, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6992293521980357, + "FN": 27045, + "FP": 548, + "IoU": 0.537550069552684, + "TN": 78891033, + "TP": 32074, + "n_pred": 32622, + "n_ref": 59119 + }, + "2": { + "Dice": 0.060217176702862786, + "FN": 96949, + "FP": 2059, + "IoU": 0.03104325699745547, + "TN": 78848520, + "TP": 3172, + "n_pred": 5231, + "n_ref": 100121 + }, + "3": { + "Dice": 0.6500348478868745, + "FN": 7265, + "FP": 76089, + "IoU": 0.4815197243198189, + "TN": 78789934, + "TP": 77412, + "n_pred": 153501, + "n_ref": 84677 + }, + "4": { + "Dice": 0.034878384580082605, + "FN": 16824, + "FP": 0, + "IoU": 0.017748715553479684, + "TN": 78933572, + "TP": 304, + "n_pred": 304, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0020669460871562267, + "FN": 34762, + "FP": 0, + "IoU": 0.0010345422150698316, + "TN": 78915902, + "TP": 36, + "n_pred": 36, + "n_ref": 34798 + }, + "6": { + "Dice": 0.754212236133002, + "FN": 268767, + "FP": 16919, + "IoU": 0.6054098924457912, + "TN": 78226693, + "TP": 438321, + "n_pred": 455240, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 9297, + "IoU": 0.0, + "TN": 78220290, + "TP": 0, + "n_pred": 9297, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5330400964624764, + "FN": 205560, + "FP": 14408, + "IoU": 0.3633637805485129, + "TN": 78605184, + "TP": 125548, + "n_pred": 139956, + "n_ref": 331108 + }, + "9": { + "Dice": 0.44660332711036066, + "FN": 38269, + "FP": 8270, + "IoU": 0.2875011482286659, + "TN": 78885382, + "TP": 18779, + "n_pred": 27049, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5686964572196752, + "FN": 13675, + "FP": 190376, + "IoU": 0.3973276389122711, + "TN": 104665863, + "TP": 134526, + "n_pred": 324902, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3095828431816125, + "FN": 61575, + "FP": 52872, + "IoU": 0.18313990835510258, + "TN": 104864334, + "TP": 25659, + "n_pred": 78531, + "n_ref": 87234 + }, + "11": { + "Dice": 0.5449353267260205, + "FN": 2709, + "FP": 0, + "IoU": 0.37450935118910184, + "TN": 105000109, + "TP": 1622, + "n_pred": 1622, + "n_ref": 4331 + }, + "12": { + "Dice": 0.340405616224649, + "FN": 3742, + "FP": 486, + "IoU": 0.20511374318480918, + "TN": 104999121, + "TP": 1091, + "n_pred": 1577, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5081539725197171, + "FN": 45957, + "FP": 15720, + "IoU": 0.3406209241164019, + "TN": 104910902, + "TP": 31861, + "n_pred": 47581, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9313552571688667, + "FN": 4604, + "FP": 5048, + "IoU": 0.8715293491281778, + "TN": 104929310, + "TP": 65478, + "n_pred": 70526, + "n_ref": 70082 + }, + "15": { + "Dice": 0.4739458306054654, + "FN": 14587, + "FP": 7108, + "IoU": 0.31056946739544933, + "TN": 104972972, + "TP": 9773, + "n_pred": 16881, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 1955, + "IoU": 0.0, + "TN": 104831735, + "TP": 0, + "n_pred": 1955, + "n_ref": 170750 + }, + "3": { + "Dice": 0.622449512080572, + "FN": 10407, + "FP": 163233, + "IoU": 0.45185241306159557, + "TN": 104687664, + "TP": 143136, + "n_pred": 306369, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3997, + "IoU": 0.0, + "TN": 105000443, + "TP": 0, + "n_pred": 3997, + "n_ref": 0 + }, + "5": { + "Dice": 0.005905886835587731, + "FN": 29987, + "FP": 1321, + "IoU": 0.00296168911818095, + "TN": 104973039, + "TP": 93, + "n_pred": 1414, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7952336718580875, + "FN": 137504, + "FP": 428138, + "IoU": 0.66007295629233, + "TN": 103340430, + "TP": 1098368, + "n_pred": 1526506, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.588243831640058, + "FN": 55813, + "FP": 188169, + "IoU": 0.4166752338850622, + "TN": 104586179, + "TP": 174279, + "n_pred": 362448, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6761117408991744, + "FN": 172640, + "FP": 12787, + "IoU": 0.5107015159711319, + "TN": 104625475, + "TP": 193538, + "n_pred": 206325, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7637984784118625, + "FN": 22625, + "FP": 21244, + "IoU": 0.6178591961532431, + "TN": 104889642, + "TP": 70929, + "n_pred": 92173, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7015876694866149, + "FN": 127528, + "FP": 119672, + "IoU": 0.5403427347375938, + "TN": 177138496, + "TP": 290592, + "n_pred": 410264, + "n_ref": 418120 + }, + "10": { + "Dice": 0.04415029744250292, + "FN": 69356, + "FP": 43440, + "IoU": 0.02257346123517127, + "TN": 177560887, + "TP": 2605, + "n_pred": 46045, + "n_ref": 71961 + }, + "11": { + "Dice": 0.46711581649021494, + "FN": 3287, + "FP": 35, + "IoU": 0.30473001255755544, + "TN": 177671510, + "TP": 1456, + "n_pred": 1491, + "n_ref": 4743 + }, + "12": { + "Dice": 0.09107601909658465, + "FN": 4950, + "FP": 0, + "IoU": 0.0477106579453636, + "TN": 177671090, + "TP": 248, + "n_pred": 248, + "n_ref": 5198 + }, + "13": { + "Dice": 0.48211757118622683, + "FN": 42695, + "FP": 31183, + "IoU": 0.3176251085289934, + "TN": 177568022, + "TP": 34388, + "n_pred": 65571, + "n_ref": 77083 + }, + "14": { + "Dice": 0.3475936535802384, + "FN": 10510, + "FP": 236249, + "IoU": 0.21035603883594564, + "TN": 177363794, + "TP": 65735, + "n_pred": 301984, + "n_ref": 76245 + }, + "15": { + "Dice": 0.2638612652220943, + "FN": 15607, + "FP": 26587, + "IoU": 0.1519816705522952, + "TN": 177626532, + "TP": 7562, + "n_pred": 34149, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 32461, + "IoU": 0.0, + "TN": 177429461, + "TP": 0, + "n_pred": 32461, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5707594700811568, + "FN": 34003, + "FP": 226270, + "IoU": 0.3993445876556316, + "TN": 177242973, + "TP": 173042, + "n_pred": 399312, + "n_ref": 207045 + }, + "4": { + "Dice": 0.12149004080643207, + "FN": 31426, + "FP": 12062, + "IoU": 0.06467362081944295, + "TN": 177629793, + "TP": 3007, + "n_pred": 15069, + "n_ref": 34433 + }, + "5": { + "Dice": 0.025253164556962027, + "FN": 30782, + "FP": 20, + "IoU": 0.012788051665010737, + "TN": 177645087, + "TP": 399, + "n_pred": 419, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7844089342491535, + "FN": 245512, + "FP": 612031, + "IoU": 0.6452901443172746, + "TN": 175258698, + "TP": 1560047, + "n_pred": 2172078, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5916779674768479, + "FN": 112946, + "FP": 239342, + "IoU": 0.4201297386626811, + "TN": 177068759, + "TP": 255241, + "n_pred": 494583, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6687780761685536, + "FN": 76548, + "FP": 45185, + "IoU": 0.5023791031353473, + "TN": 177431658, + "TP": 122897, + "n_pred": 168082, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7993652357109634, + "FN": 32968, + "FP": 18363, + "IoU": 0.6657855157011987, + "TN": 177522701, + "TP": 102256, + "n_pred": 120619, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7901971072683305, + "FN": 48512, + "FP": 25060, + "IoU": 0.6531618596845211, + "TN": 193793413, + "TP": 138550, + "n_pred": 163610, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7240099175768947, + "FN": 33024, + "FP": 8162, + "IoU": 0.5674103016553231, + "TN": 193910327, + "TP": 54022, + "n_pred": 62184, + "n_ref": 87046 + }, + "11": { + "Dice": 0.055, + "FN": 3024, + "FP": 0, + "IoU": 0.028277634961439587, + "TN": 194002423, + "TP": 88, + "n_pred": 88, + "n_ref": 3112 + }, + "12": { + "Dice": 0.32218458933107536, + "FN": 3189, + "FP": 13, + "IoU": 0.1920262427453949, + "TN": 194001572, + "TP": 761, + "n_pred": 774, + "n_ref": 3950 + }, + "13": { + "Dice": 0.25441171269936697, + "FN": 56086, + "FP": 7163, + "IoU": 0.1457455429497569, + "TN": 193931495, + "TP": 10791, + "n_pred": 17954, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8707631805333661, + "FN": 5048, + "FP": 15984, + "IoU": 0.7711076769039897, + "TN": 193913649, + "TP": 70854, + "n_pred": 86838, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5002633757242833, + "FN": 10994, + "FP": 8929, + "IoU": 0.33356748620170595, + "TN": 193975640, + "TP": 9972, + "n_pred": 18901, + "n_ref": 20966 + }, + "2": { + "Dice": 0.002043572393194761, + "FN": 138756, + "FP": 909, + "IoU": 0.001022831311512932, + "TN": 193865727, + "TP": 143, + "n_pred": 1052, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6727101369598183, + "FN": 23206, + "FP": 85142, + "IoU": 0.5068298611269157, + "TN": 193785838, + "TP": 111349, + "n_pred": 196491, + "n_ref": 134555 + }, + "4": { + "Dice": 0.13042318634423897, + "FN": 19562, + "FP": 0, + "IoU": 0.0697608065053022, + "TN": 193984506, + "TP": 1467, + "n_pred": 1467, + "n_ref": 21029 + }, + "5": { + "Dice": 0.06049696456303826, + "FN": 26413, + "FP": 205, + "IoU": 0.03119199272065514, + "TN": 193978060, + "TP": 857, + "n_pred": 1062, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8747013026761291, + "FN": 242025, + "FP": 85487, + "IoU": 0.7773058875446137, + "TN": 192534854, + "TP": 1143169, + "n_pred": 1228656, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.48829082631734966, + "FN": 209138, + "FP": 27353, + "IoU": 0.3230057968940099, + "TN": 193656210, + "TP": 112834, + "n_pred": 140187, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6580443912461105, + "FN": 114407, + "FP": 17580, + "IoU": 0.4903622645589269, + "TN": 193746553, + "TP": 126995, + "n_pred": 144575, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7143844577748155, + "FN": 40539, + "FP": 5741, + "IoU": 0.5556750321626759, + "TN": 193901377, + "TP": 57878, + "n_pred": 63619, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7799783191998093, + "FN": 13002, + "FP": 44234, + "IoU": 0.6393151297837882, + "TN": 99497113, + "TP": 101451, + "n_pred": 145685, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5228982979685431, + "FN": 39304, + "FP": 19786, + "IoU": 0.35400290802549444, + "TN": 99564329, + "TP": 32381, + "n_pred": 52167, + "n_ref": 71685 + }, + "11": { + "Dice": 0.24185372918175235, + "FN": 3141, + "FP": 0, + "IoU": 0.13756177924217464, + "TN": 99652158, + "TP": 501, + "n_pred": 501, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0016802016241949033, + "FN": 3565, + "FP": 0, + "IoU": 0.0008408071748878924, + "TN": 99652232, + "TP": 3, + "n_pred": 3, + "n_ref": 3568 + }, + "13": { + "Dice": 0.41396470148387843, + "FN": 29376, + "FP": 16081, + "IoU": 0.2610059825725062, + "TN": 99594288, + "TP": 16055, + "n_pred": 32136, + "n_ref": 45431 + }, + "14": { + "Dice": 0.41846696667513866, + "FN": 26150, + "FP": 51644, + "IoU": 0.2645957800801634, + "TN": 99550016, + "TP": 27990, + "n_pred": 79634, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3104734142232486, + "FN": 29746, + "FP": 6681, + "IoU": 0.18376355651160706, + "TN": 99611172, + "TP": 8201, + "n_pred": 14882, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7254773754242758, + "FN": 27653, + "FP": 38264, + "IoU": 0.5692149840539551, + "TN": 99502784, + "TP": 87099, + "n_pred": 125363, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7537124628753712, + "FN": 38159, + "FP": 17816, + "IoU": 0.6047661076787291, + "TN": 99514175, + "TP": 85650, + "n_pred": 103466, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4253566823343455, + "FN": 13793, + "FP": 22, + "IoU": 0.2701289095519865, + "TN": 99636872, + "TP": 5113, + "n_pred": 5135, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 556, + "IoU": 0.0, + "TN": 99648278, + "TP": 0, + "n_pred": 556, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9341805756400043, + "FN": 102789, + "FP": 73539, + "IoU": 0.8764904769876587, + "TN": 98228153, + "TP": 1251319, + "n_pred": 1324858, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5687517312938105, + "FN": 45834, + "FP": 137870, + "IoU": 0.39738160298907965, + "TN": 99350957, + "TP": 121139, + "n_pred": 259009, + "n_ref": 166973 + }, + "8": { + "Dice": 0.8844808244443176, + "FN": 7887, + "FP": 16415, + "IoU": 0.7928871540946164, + "TN": 99538463, + "TP": 93035, + "n_pred": 109450, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9068539157711556, + "FN": 13719, + "FP": 3088, + "IoU": 0.8295816349293261, + "TN": 99557178, + "TP": 81815, + "n_pred": 84903, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7226357496170324, + "FN": 152320, + "FP": 73827, + "IoU": 0.5657241068085147, + "TN": 62562775, + "TP": 294598, + "n_pred": 368425, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8510341449658253, + "FN": 13507, + "FP": 6566, + "IoU": 0.7406957667514953, + "TN": 63006109, + "TP": 57338, + "n_pred": 63904, + "n_ref": 70845 + }, + "11": { + "Dice": 0.22350288148333752, + "FN": 3099, + "FP": 0, + "IoU": 0.12581100141043725, + "TN": 63079975, + "TP": 446, + "n_pred": 446, + "n_ref": 3545 + }, + "12": { + "Dice": 0.52505766408052, + "FN": 2250, + "FP": 15, + "IoU": 0.3559852146715951, + "TN": 63080003, + "TP": 1252, + "n_pred": 1267, + "n_ref": 3502 + }, + "13": { + "Dice": 0.23313993719061052, + "FN": 39085, + "FP": 4136, + "IoU": 0.13195155751039345, + "TN": 63033729, + "TP": 6570, + "n_pred": 10706, + "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": 0.0, + "FN": 123972, + "FP": 2599, + "IoU": 0.0, + "TN": 62956949, + "TP": 0, + "n_pred": 2599, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6614106791133612, + "FN": 4518, + "FP": 121487, + "IoU": 0.49411023141531096, + "TN": 62834444, + "TP": 123071, + "n_pred": 244558, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.008685955748576795, + "FN": 16880, + "FP": 11, + "IoU": 0.004361921603300914, + "TN": 63066555, + "TP": 74, + "n_pred": 85, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8166417983792429, + "FN": 307060, + "FP": 62336, + "IoU": 0.6901053267394013, + "TN": 61891515, + "TP": 822609, + "n_pred": 884945, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.519521698239957, + "FN": 79321, + "FP": 63727, + "IoU": 0.35091476695222884, + "TN": 62863136, + "TP": 77336, + "n_pred": 141063, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7926699274235091, + "FN": 34249, + "FP": 6402, + "IoU": 0.6565478202095303, + "TN": 62965160, + "TP": 77709, + "n_pred": 84111, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7298446161357958, + "FN": 17478, + "FP": 1334, + "IoU": 0.5746104968003075, + "TN": 63039297, + "TP": 25411, + "n_pred": 26745, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7316862041460692, + "FN": 91876, + "FP": 69925, + "IoU": 0.5768968267458128, + "TN": 109226403, + "TP": 220614, + "n_pred": 290539, + "n_ref": 312490 + }, + "10": { + "Dice": 0.35775147317868067, + "FN": 56753, + "FP": 55180, + "IoU": 0.21784246862509432, + "TN": 109465710, + "TP": 31175, + "n_pred": 86355, + "n_ref": 87928 + }, + "11": { + "Dice": 0.269683257918552, + "FN": 3721, + "FP": 314, + "IoU": 0.15585774058577406, + "TN": 109604038, + "TP": 745, + "n_pred": 1059, + "n_ref": 4466 + }, + "12": { + "Dice": 0.01169305724725944, + "FN": 4057, + "FP": 0, + "IoU": 0.0058809115412889, + "TN": 109604737, + "TP": 24, + "n_pred": 24, + "n_ref": 4081 + }, + "13": { + "Dice": 0.18588684922741697, + "FN": 70030, + "FP": 24123, + "IoU": 0.10246706449829364, + "TN": 109503916, + "TP": 10749, + "n_pred": 34872, + "n_ref": 80779 + }, + "14": { + "Dice": 0.29020670531888076, + "FN": 32446, + "FP": 282918, + "IoU": 0.1697320408388928, + "TN": 109228984, + "TP": 64470, + "n_pred": 347388, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6500203004466099, + "FN": 44304, + "FP": 19484, + "IoU": 0.48150375939849627, + "TN": 109485793, + "TP": 59237, + "n_pred": 78721, + "n_ref": 103541 + }, + "2": { + "Dice": 0.49847464260450824, + "FN": 111530, + "FP": 94787, + "IoU": 0.33197883748640106, + "TN": 109299970, + "TP": 102531, + "n_pred": 197318, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6251159150615191, + "FN": 92327, + "FP": 91614, + "IoU": 0.45466808577501994, + "TN": 109271517, + "TP": 153360, + "n_pred": 244974, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0012285012285012285, + "FN": 50258, + "FP": 1774, + "IoU": 0.0006146281499692685, + "TN": 109556754, + "TP": 32, + "n_pred": 1806, + "n_ref": 50290 + }, + "5": { + "Dice": 0.3890287531469458, + "FN": 7616, + "FP": 1606, + "IoU": 0.24148708669189012, + "TN": 109596660, + "TP": 2936, + "n_pred": 4542, + "n_ref": 10552 + }, + "6": { + "Dice": 0.748255585876623, + "FN": 203308, + "FP": 501308, + "IoU": 0.597770261591814, + "TN": 107857043, + "TP": 1047159, + "n_pred": 1548467, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.3206102714781332, + "FN": 956493, + "FP": 66903, + "IoU": 0.19090879623297555, + "TN": 108343947, + "TP": 241475, + "n_pred": 308378, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8729107328166744, + "FN": 10348, + "FP": 12676, + "IoU": 0.7744823398044939, + "TN": 109506724, + "TP": 79070, + "n_pred": 91746, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6016879587494123, + "FN": 17452, + "FP": 32527, + "IoU": 0.4302959146452672, + "TN": 109521090, + "TP": 37749, + "n_pred": 70276, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6620061538461538, + "FN": 18435, + "FP": 22758, + "IoU": 0.4947751858120539, + "TN": 66985818, + "TP": 40341, + "n_pred": 63099, + "n_ref": 58776 + }, + "10": { + "Dice": 0.14373309889718566, + "FN": 72338, + "FP": 4607, + "IoU": 0.0774312674604031, + "TN": 66983949, + "TP": 6458, + "n_pred": 11065, + "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": 0.16914600550964187, + "FN": 3004, + "FP": 12, + "IoU": 0.09238639783328317, + "TN": 67064029, + "TP": 307, + "n_pred": 319, + "n_ref": 3311 + }, + "13": { + "Dice": 0.08038137147048038, + "FN": 36567, + "FP": 1050, + "IoU": 0.041873615037823796, + "TN": 67028091, + "TP": 1644, + "n_pred": 2694, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6667059273872972, + "FN": 18871, + "FP": 37724, + "IoU": 0.5000441696113074, + "TN": 66954152, + "TP": 56605, + "n_pred": 94329, + "n_ref": 75476 + }, + "15": { + "Dice": 0.02397315007191945, + "FN": 30687, + "FP": 24276, + "IoU": 0.012131996117761243, + "TN": 67011714, + "TP": 675, + "n_pred": 24951, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 0, + "IoU": 0.0, + "TN": 66921314, + "TP": 0, + "n_pred": 0, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7263412544659806, + "FN": 11149, + "FP": 101293, + "IoU": 0.5702793287549253, + "TN": 66805689, + "TP": 149221, + "n_pred": 250514, + "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": 0.0, + "FN": 8921, + "FP": 23, + "IoU": 0.0, + "TN": 67058408, + "TP": 0, + "n_pred": 23, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7218228932463061, + "FN": 444193, + "FP": 45757, + "IoU": 0.5647283850041621, + "TN": 65941733, + "TP": 635669, + "n_pred": 681426, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.04141274273677313, + "FN": 343520, + "FP": 31001, + "IoU": 0.021144190836123372, + "TN": 66684741, + "TP": 8090, + "n_pred": 39091, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7909173537622541, + "FN": 12619, + "FP": 26027, + "IoU": 0.6541466426826321, + "TN": 66955611, + "TP": 73095, + "n_pred": 99122, + "n_ref": 85714 + }, + "9": { + "Dice": 0.5367835643965768, + "FN": 46892, + "FP": 5665, + "IoU": 0.3668517871556096, + "TN": 66984343, + "TP": 30452, + "n_pred": 36117, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5890333210648157, + "FN": 94596, + "FP": 24879, + "IoU": 0.4174679174630417, + "TN": 74314184, + "TP": 85621, + "n_pred": 110500, + "n_ref": 180217 + }, + "10": { + "Dice": 0.2854456903386567, + "FN": 43548, + "FP": 19540, + "IoU": 0.16648390122739104, + "TN": 74443591, + "TP": 12601, + "n_pred": 32141, + "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": 0.34449040992854457, + "FN": 1743, + "FP": 0, + "IoU": 0.2080872330758746, + "TN": 74517079, + "TP": 458, + "n_pred": 458, + "n_ref": 2201 + }, + "13": { + "Dice": 0.1339991831582074, + "FN": 39281, + "FP": 7367, + "IoU": 0.07181089201504268, + "TN": 74469023, + "TP": 3609, + "n_pred": 10976, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3175618015577379, + "FN": 20203, + "FP": 30178, + "IoU": 0.1887509460090495, + "TN": 74457177, + "TP": 11722, + "n_pred": 41900, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5291696044760843, + "FN": 18726, + "FP": 1975, + "IoU": 0.3597760870909878, + "TN": 74486946, + "TP": 11633, + "n_pred": 13608, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 2028, + "IoU": 0.0, + "TN": 74376344, + "TP": 0, + "n_pred": 2028, + "n_ref": 140908 + }, + "3": { + "Dice": 0.4690952117214642, + "FN": 62474, + "FP": 148412, + "IoU": 0.30641697335661877, + "TN": 74215227, + "TP": 93167, + "n_pred": 241579, + "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": 0.005303997642667715, + "FN": 10127, + "FP": 0, + "IoU": 0.002659050620445145, + "TN": 74509126, + "TP": 27, + "n_pred": 27, + "n_ref": 10154 + }, + "6": { + "Dice": 0.7734880053724734, + "FN": 567034, + "FP": 41442, + "IoU": 0.6306403922347047, + "TN": 72871899, + "TP": 1038905, + "n_pred": 1080347, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.29587869748943574, + "FN": 137433, + "FP": 4201, + "IoU": 0.17362537341299478, + "TN": 74347888, + "TP": 29758, + "n_pred": 33959, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9511056605219791, + "FN": 2336, + "FP": 4043, + "IoU": 0.9067697524188126, + "TN": 74450858, + "TP": 62043, + "n_pred": 66086, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6810122384000531, + "FN": 41525, + "FP": 6564, + "IoU": 0.5163142966345476, + "TN": 74419858, + "TP": 51333, + "n_pred": 57897, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6459924429527368, + "FN": 129910, + "FP": 37794, + "IoU": 0.4770966303625938, + "TN": 65730463, + "TP": 153013, + "n_pred": 190807, + "n_ref": 282923 + }, + "10": { + "Dice": 0.11632842456637627, + "FN": 75448, + "FP": 47385, + "IoU": 0.0617562138132266, + "TN": 65920262, + "TP": 8085, + "n_pred": 55470, + "n_ref": 83533 + }, + "11": { + "Dice": 0.014196014196014196, + "FN": 3611, + "FP": 0, + "IoU": 0.0071487489689304375, + "TN": 66047543, + "TP": 26, + "n_pred": 26, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 46, + "IoU": 0.0, + "TN": 66048108, + "TP": 0, + "n_pred": 46, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5233037500414461, + "FN": 23952, + "FP": 19179, + "IoU": 0.35437467255444954, + "TN": 65984375, + "TP": 23674, + "n_pred": 42853, + "n_ref": 47626 + }, + "14": { + "Dice": 0.2622753940063099, + "FN": 4509, + "FP": 300172, + "IoU": 0.15093035634166665, + "TN": 65692339, + "TP": 54160, + "n_pred": 354332, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7149517075238117, + "FN": 8570, + "FP": 4209, + "IoU": 0.5563617427529943, + "TN": 66022375, + "TP": 16026, + "n_pred": 20235, + "n_ref": 24596 + }, + "2": { + "Dice": 0.560935512001258, + "FN": 65473, + "FP": 57379, + "IoU": 0.3897917825637765, + "TN": 65849852, + "TP": 78476, + "n_pred": 135855, + "n_ref": 143949 + }, + "3": { + "Dice": 0.4913359553544037, + "FN": 85557, + "FP": 62010, + "IoU": 0.3256761882131449, + "TN": 65832343, + "TP": 71270, + "n_pred": 133280, + "n_ref": 156827 + }, + "4": { + "Dice": 0.2055679618877475, + "FN": 26076, + "FP": 605, + "IoU": 0.11455878936713902, + "TN": 66021047, + "TP": 3452, + "n_pred": 4057, + "n_ref": 29528 + }, + "5": { + "Dice": 0.04179748822605966, + "FN": 9766, + "FP": 0, + "IoU": 0.021344824130674418, + "TN": 66041201, + "TP": 213, + "n_pred": 213, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8762161890949751, + "FN": 106644, + "FP": 152399, + "IoU": 0.7797017367507063, + "TN": 64875306, + "TP": 916831, + "n_pred": 1069230, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.32466175319854734, + "FN": 782357, + "FP": 25461, + "IoU": 0.1937887789635257, + "TN": 65049187, + "TP": 194175, + "n_pred": 219636, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8567198912467454, + "FN": 6933, + "FP": 17941, + "IoU": 0.7493525730811476, + "TN": 65951941, + "TP": 74365, + "n_pred": 92306, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7476890267856428, + "FN": 23455, + "FP": 8016, + "IoU": 0.597047412965263, + "TN": 65973079, + "TP": 46630, + "n_pred": 54646, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8541348892903045, + "FN": 7773, + "FP": 42050, + "IoU": 0.7454061401357207, + "TN": 113276844, + "TP": 145873, + "n_pred": 187923, + "n_ref": 153646 + }, + "10": { + "Dice": 0.735429376901433, + "FN": 13001, + "FP": 35612, + "IoU": 0.5815644958598013, + "TN": 113356362, + "TP": 67565, + "n_pred": 103177, + "n_ref": 80566 + }, + "11": { + "Dice": 0.17822899041173154, + "FN": 2914, + "FP": 0, + "IoU": 0.0978328173374613, + "TN": 113469310, + "TP": 316, + "n_pred": 316, + "n_ref": 3230 + }, + "12": { + "Dice": 0.47015064162172215, + "FN": 2819, + "FP": 30, + "IoU": 0.3073182591782154, + "TN": 113468427, + "TP": 1264, + "n_pred": 1294, + "n_ref": 4083 + }, + "13": { + "Dice": 0.21562198281218634, + "FN": 65598, + "FP": 16455, + "IoU": 0.12083873525409564, + "TN": 113379209, + "TP": 11278, + "n_pred": 27733, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8928371792752151, + "FN": 36784, + "FP": 17662, + "IoU": 0.8064190402372208, + "TN": 113191283, + "TP": 226811, + "n_pred": 244473, + "n_ref": 263595 + }, + "15": { + "Dice": 0.41491580986440174, + "FN": 10745, + "FP": 20667, + "IoU": 0.2617626321974148, + "TN": 113429990, + "TP": 11138, + "n_pred": 31805, + "n_ref": 21883 + }, + "2": { + "Dice": 0.004755544919055376, + "FN": 126780, + "FP": 2137, + "IoU": 0.002383439736893016, + "TN": 113343315, + "TP": 308, + "n_pred": 2445, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7322805728975395, + "FN": 22594, + "FP": 48848, + "IoU": 0.5776361529548089, + "TN": 113303392, + "TP": 97706, + "n_pred": 146554, + "n_ref": 120300 + }, + "4": { + "Dice": 0.4547289646004628, + "FN": 21856, + "FP": 294, + "IoU": 0.29427133116676224, + "TN": 113441154, + "TP": 9236, + "n_pred": 9530, + "n_ref": 31092 + }, + "5": { + "Dice": 0.02282788736636049, + "FN": 32447, + "FP": 0, + "IoU": 0.011545725948942912, + "TN": 113439714, + "TP": 379, + "n_pred": 379, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9130506603061125, + "FN": 162517, + "FP": 24344, + "IoU": 0.8400121578465201, + "TN": 112304570, + "TP": 981109, + "n_pred": 1005453, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.573352536891045, + "FN": 104569, + "FP": 64281, + "IoU": 0.4018880289049078, + "TN": 113190235, + "TP": 113455, + "n_pred": 177736, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6237480304073421, + "FN": 106306, + "FP": 24311, + "IoU": 0.45322226175774954, + "TN": 113233655, + "TP": 108268, + "n_pred": 132579, + "n_ref": 214574 + }, + "9": { + "Dice": 0.5523836309942343, + "FN": 59103, + "FP": 17289, + "IoU": 0.3815815037886147, + "TN": 113349012, + "TP": 47136, + "n_pred": 64425, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5610460941987364, + "FN": 33417, + "FP": 113313, + "IoU": 0.3898985867002632, + "TN": 74956227, + "TP": 93771, + "n_pred": 207084, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4393014549947443, + "FN": 64322, + "FP": 26893, + "IoU": 0.2814774553360431, + "TN": 75069780, + "TP": 35733, + "n_pred": 62626, + "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": 0.08748852860201897, + "FN": 2963, + "FP": 20, + "IoU": 0.045745361484325016, + "TN": 75193602, + "TP": 143, + "n_pred": 163, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2593045368106493, + "FN": 43806, + "FP": 21630, + "IoU": 0.14896605540382366, + "TN": 75119838, + "TP": 11454, + "n_pred": 33084, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9338543736477237, + "FN": 6162, + "FP": 11814, + "IoU": 0.8759163387864982, + "TN": 75051858, + "TP": 126894, + "n_pred": 138708, + "n_ref": 133056 + }, + "15": { + "Dice": 0.007113231705315226, + "FN": 73487, + "FP": 17242, + "IoU": 0.003569310519032662, + "TN": 75105674, + "TP": 325, + "n_pred": 17567, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 3096, + "IoU": 0.0, + "TN": 75047320, + "TP": 0, + "n_pred": 3096, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6301227941663072, + "FN": 9451, + "FP": 152634, + "IoU": 0.4599848741791577, + "TN": 74896579, + "TP": 138064, + "n_pred": 290698, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7532454637972547, + "FN": 9790, + "FP": 151, + "IoU": 0.6041650075655013, + "TN": 75171614, + "TP": 15173, + "n_pred": 15324, + "n_ref": 24963 + }, + "5": { + "Dice": 0.011159015977681968, + "FN": 7657, + "FP": 141, + "IoU": 0.0056108135679673555, + "TN": 75188886, + "TP": 44, + "n_pred": 185, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8517972445887297, + "FN": 140367, + "FP": 248033, + "IoU": 0.7418526393307842, + "TN": 73692161, + "TP": 1116167, + "n_pred": 1364200, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5945649277311778, + "FN": 58107, + "FP": 69691, + "IoU": 0.42304688381752104, + "TN": 74975223, + "TP": 93707, + "n_pred": 163398, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8535316271340857, + "FN": 18222, + "FP": 4607, + "IoU": 0.7444877218901798, + "TN": 75107382, + "TP": 66517, + "n_pred": 71124, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7175687252942149, + "FN": 29491, + "FP": 8091, + "IoU": 0.5595377619427124, + "TN": 75111404, + "TP": 47742, + "n_pred": 55833, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7372437043988332, + "FN": 77973, + "FP": 20306, + "IoU": 0.5838368867904554, + "TN": 86691717, + "TP": 137876, + "n_pred": 158182, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6066138091088699, + "FN": 33672, + "FP": 11925, + "IoU": 0.4353522469753446, + "TN": 86847119, + "TP": 35156, + "n_pred": 47081, + "n_ref": 68828 + }, + "11": { + "Dice": 0.11990008326394672, + "FN": 2374, + "FP": 797, + "IoU": 0.0637732506643047, + "TN": 86924485, + "TP": 216, + "n_pred": 1013, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0023391812865497076, + "FN": 4909, + "FP": 209, + "IoU": 0.00117096018735363, + "TN": 86922748, + "TP": 6, + "n_pred": 215, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4573070889583548, + "FN": 35392, + "FP": 12003, + "IoU": 0.2964342972507571, + "TN": 86860508, + "TP": 19969, + "n_pred": 31972, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3238077160347364, + "FN": 15042, + "FP": 269946, + "IoU": 0.19318053133422416, + "TN": 86574648, + "TP": 68236, + "n_pred": 338182, + "n_ref": 83278 + }, + "15": { + "Dice": 0.2365885565630891, + "FN": 138871, + "FP": 14606, + "IoU": 0.13416526100226223, + "TN": 86750613, + "TP": 23782, + "n_pred": 38388, + "n_ref": 162653 + }, + "2": { + "Dice": 0.589062413599703, + "FN": 12364, + "FP": 143699, + "IoU": 0.41749714464873583, + "TN": 86659954, + "TP": 111855, + "n_pred": 255554, + "n_ref": 124219 + }, + "3": { + "Dice": 0.24391342650062067, + "FN": 145986, + "FP": 5068, + "IoU": 0.1388960146848403, + "TN": 86752453, + "TP": 24365, + "n_pred": 29433, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4711627515365833, + "FN": 10926, + "FP": 1636, + "IoU": 0.30818372067408306, + "TN": 86909714, + "TP": 5596, + "n_pred": 7232, + "n_ref": 16522 + }, + "5": { + "Dice": 0.11909230506739464, + "FN": 5124, + "FP": 39, + "IoU": 0.06331640058055152, + "TN": 86922360, + "TP": 349, + "n_pred": 388, + "n_ref": 5473 + }, + "6": { + "Dice": 0.848655756542662, + "FN": 104916, + "FP": 276506, + "IoU": 0.7370999259042269, + "TN": 85477047, + "TP": 1069403, + "n_pred": 1345909, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2494831070263166, + "FN": 874005, + "FP": 23680, + "IoU": 0.1425196797744169, + "TN": 85880985, + "TP": 149202, + "n_pred": 172882, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9293815825006752, + "FN": 6207, + "FP": 1115, + "IoU": 0.868079202925968, + "TN": 86872369, + "TP": 48181, + "n_pred": 49296, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7812508210648006, + "FN": 6158, + "FP": 18819, + "IoU": 0.6410267465758347, + "TN": 86858293, + "TP": 44602, + "n_pred": 63421, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3962154486797478, + "FN": 7682, + "FP": 238519, + "IoU": 0.24705029634658787, + "TN": 37422618, + "TP": 80781, + "n_pred": 319300, + "n_ref": 88463 + }, + "10": { + "Dice": 0.3192014573833932, + "FN": 44438, + "FP": 18719, + "IoU": 0.18991059861729281, + "TN": 37671637, + "TP": 14806, + "n_pred": 33525, + "n_ref": 59244 + }, + "11": { + "Dice": 0.49125824018343367, + "FN": 1731, + "FP": 44, + "IoU": 0.3256079027355623, + "TN": 37746968, + "TP": 857, + "n_pred": 901, + "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": 0.3264284481270499, + "FN": 31648, + "FP": 22980, + "IoU": 0.19504899432697267, + "TN": 37681735, + "TP": 13237, + "n_pred": 36217, + "n_ref": 44885 + }, + "14": { + "Dice": 0.23083290652122757, + "FN": 16896, + "FP": 538758, + "IoU": 0.13047546914708497, + "TN": 37110568, + "TP": 83378, + "n_pred": 622136, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8366, + "IoU": 0.0, + "TN": 37741234, + "TP": 0, + "n_pred": 8366, + "n_ref": 0 + }, + "2": { + "Dice": 0.01726900480683639, + "FN": 99359, + "FP": 1, + "IoU": 0.008709706384124988, + "TN": 37649367, + "TP": 873, + "n_pred": 874, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6492519357802179, + "FN": 29334, + "FP": 34808, + "IoU": 0.4806610151651323, + "TN": 37626093, + "TP": 59365, + "n_pred": 94173, + "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": 0.1010939268200679, + "FN": 9513, + "FP": 19, + "IoU": 0.05323798172427493, + "TN": 37739532, + "TP": 536, + "n_pred": 555, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6427073274797332, + "FN": 384766, + "FP": 12999, + "IoU": 0.47352154807285046, + "TN": 36994080, + "TP": 357755, + "n_pred": 370754, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5554534416736714, + "FN": 196608, + "FP": 41380, + "IoU": 0.38451750722193917, + "TN": 37362931, + "TP": 148681, + "n_pred": 190061, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8953612873278664, + "FN": 5752, + "FP": 11155, + "IoU": 0.8105467217982766, + "TN": 37660359, + "TP": 72334, + "n_pred": 83489, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7203741848846604, + "FN": 23121, + "FP": 1450, + "IoU": 0.5629569022251472, + "TN": 37693379, + "TP": 31650, + "n_pred": 33100, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7913641818909188, + "FN": 49664, + "FP": 28564, + "IoU": 0.6547581744921421, + "TN": 75680099, + "TP": 148361, + "n_pred": 176925, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6067174257533376, + "FN": 41557, + "FP": 52504, + "IoU": 0.43545899228760915, + "TN": 75740073, + "TP": 72554, + "n_pred": 125058, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5163120567375886, + "FN": 2704, + "FP": 365, + "IoU": 0.3479923518164436, + "TN": 75901981, + "TP": 1638, + "n_pred": 2003, + "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": 0.46415563177623687, + "FN": 19646, + "FP": 30815, + "IoU": 0.30221527739366116, + "TN": 75834372, + "TP": 21855, + "n_pred": 52670, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7306719897735895, + "FN": 7646, + "FP": 77895, + "IoU": 0.5756368597296292, + "TN": 75705113, + "TP": 116034, + "n_pred": 193929, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3324555815680244, + "FN": 146300, + "FP": 18225, + "IoU": 0.19936835138738843, + "TN": 75701194, + "TP": 40969, + "n_pred": 59194, + "n_ref": 187269 + }, + "2": { + "Dice": 0.541112501108167, + "FN": 55380, + "FP": 177549, + "IoU": 0.3709076275718275, + "TN": 75536426, + "TP": 137333, + "n_pred": 314882, + "n_ref": 192713 + }, + "3": { + "Dice": 0.3075987473788069, + "FN": 190287, + "FP": 84104, + "IoU": 0.18175284785590742, + "TN": 75571348, + "TP": 60949, + "n_pred": 145053, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7791292085316411, + "FN": 10287, + "FP": 990, + "IoU": 0.6381749927808259, + "TN": 75875521, + "TP": 19890, + "n_pred": 20880, + "n_ref": 30177 + }, + "5": { + "Dice": 0.4222052067381317, + "FN": 6872, + "FP": 674, + "IoU": 0.267591963505775, + "TN": 75896385, + "TP": 2757, + "n_pred": 3431, + "n_ref": 9629 + }, + "6": { + "Dice": 0.859294991602583, + "FN": 147206, + "FP": 363593, + "IoU": 0.7533016733307865, + "TN": 73836147, + "TP": 1559742, + "n_pred": 1923335, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.729161299972578, + "FN": 98238, + "FP": 32134, + "IoU": 0.5737638458419972, + "TN": 75600820, + "TP": 175496, + "n_pred": 207630, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9388933655654043, + "FN": 7855, + "FP": 3065, + "IoU": 0.8848247057334515, + "TN": 75811876, + "TP": 83892, + "n_pred": 86957, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7625850864709882, + "FN": 23355, + "FP": 10512, + "IoU": 0.6162727458134106, + "TN": 75818430, + "TP": 54391, + "n_pred": 64903, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7401181668174802, + "FN": 25525, + "FP": 23299, + "IoU": 0.5874504634675995, + "TN": 61269403, + "TP": 69523, + "n_pred": 92822, + "n_ref": 95048 + }, + "10": { + "Dice": 0.688156601392849, + "FN": 28696, + "FP": 16037, + "IoU": 0.5245722180890636, + "TN": 61293660, + "TP": 49357, + "n_pred": 65394, + "n_ref": 78053 + }, + "11": { + "Dice": 0.2964057114721812, + "FN": 2740, + "FP": 118, + "IoU": 0.17398843930635838, + "TN": 61384290, + "TP": 602, + "n_pred": 720, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6258833030486574, + "FN": 1819, + "FP": 34, + "IoU": 0.455480458419042, + "TN": 61384347, + "TP": 1550, + "n_pred": 1584, + "n_ref": 3369 + }, + "13": { + "Dice": 0.13550015076732633, + "FN": 35186, + "FP": 19287, + "IoU": 0.07267372578393654, + "TN": 61329008, + "TP": 4269, + "n_pred": 23556, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6391201670462375, + "FN": 5703, + "FP": 62910, + "IoU": 0.46963747391203525, + "TN": 61258380, + "TP": 60757, + "n_pred": 123667, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5312204695791234, + "FN": 24461, + "FP": 7784, + "IoU": 0.3616747500742354, + "TN": 61337235, + "TP": 18270, + "n_pred": 26054, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 7982, + "IoU": 0.0, + "TN": 61246604, + "TP": 0, + "n_pred": 7982, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8031898728871284, + "FN": 18651, + "FP": 37692, + "IoU": 0.6711088540207341, + "TN": 61216438, + "TP": 114969, + "n_pred": 152661, + "n_ref": 133620 + }, + "4": { + "Dice": 0.4751970698304005, + "FN": 13008, + "FP": 174, + "IoU": 0.311644908616188, + "TN": 61368600, + "TP": 5968, + "n_pred": 6142, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0018756312220458808, + "FN": 27669, + "FP": 3, + "IoU": 0.0009386959347245288, + "TN": 61360052, + "TP": 26, + "n_pred": 29, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8878370847561199, + "FN": 169431, + "FP": 39083, + "IoU": 0.7982976887531185, + "TN": 60353979, + "TP": 825257, + "n_pred": 864340, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3602458000123985, + "FN": 133646, + "FP": 31472, + "IoU": 0.21969500063797512, + "TN": 61176143, + "TP": 46489, + "n_pred": 77961, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5912852254523739, + "FN": 121553, + "FP": 50923, + "IoU": 0.4197338142082386, + "TN": 61090514, + "TP": 124760, + "n_pred": 175683, + "n_ref": 246313 + }, + "9": { + "Dice": 0.726969036864852, + "FN": 27489, + "FP": 11742, + "IoU": 0.5710536961917362, + "TN": 61296291, + "TP": 52228, + "n_pred": 63970, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8485970248886798, + "FN": 17712, + "FP": 42165, + "IoU": 0.7370113185669298, + "TN": 39521121, + "TP": 167802, + "n_pred": 209967, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3255133314312536, + "FN": 34148, + "FP": 39137, + "IoU": 0.19439589310644284, + "TN": 39657831, + "TP": 17684, + "n_pred": 56821, + "n_ref": 51832 + }, + "11": { + "Dice": 0.4233160621761658, + "FN": 2214, + "FP": 12, + "IoU": 0.26848504765034503, + "TN": 39745757, + "TP": 817, + "n_pred": 829, + "n_ref": 3031 + }, + "12": { + "Dice": 0.37176470588235294, + "FN": 2670, + "FP": 0, + "IoU": 0.22832369942196531, + "TN": 39745340, + "TP": 790, + "n_pred": 790, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4763264734705306, + "FN": 26799, + "FP": 10607, + "IoU": 0.3126171487375501, + "TN": 39694382, + "TP": 17012, + "n_pred": 27619, + "n_ref": 43811 + }, + "14": { + "Dice": 0.07923367030586835, + "FN": 22944, + "FP": 218515, + "IoU": 0.041251072075219976, + "TN": 39496952, + "TP": 10389, + "n_pred": 228904, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5390061448036334, + "FN": 27506, + "FP": 13906, + "IoU": 0.36893115113833774, + "TN": 39683178, + "TP": 24210, + "n_pred": 38116, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 1198, + "IoU": 0.0, + "TN": 39629755, + "TP": 0, + "n_pred": 1198, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7039937353171496, + "FN": 6617, + "FP": 100735, + "IoU": 0.543202416918429, + "TN": 39513790, + "TP": 127658, + "n_pred": 228393, + "n_ref": 134275 + }, + "4": { + "Dice": 0.44738302804714797, + "FN": 16922, + "FP": 3, + "IoU": 0.28814771197846567, + "TN": 39725024, + "TP": 6851, + "n_pred": 6854, + "n_ref": 23773 + }, + "5": { + "Dice": 0.5582470821404977, + "FN": 3989, + "FP": 23, + "IoU": 0.387200244386742, + "TN": 39742253, + "TP": 2535, + "n_pred": 2558, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9179828867058594, + "FN": 110687, + "FP": 35353, + "IoU": 0.8483996005489338, + "TN": 38785478, + "TP": 817282, + "n_pred": 852635, + "n_ref": 927969 + }, + "7": { + "Dice": 0.16414818739399023, + "FN": 665159, + "FP": 16372, + "IoU": 0.08941254749803594, + "TN": 39000348, + "TP": 66921, + "n_pred": 83293, + "n_ref": 732080 + }, + "8": { + "Dice": 0.849731728538283, + "FN": 2656, + "FP": 13924, + "IoU": 0.7387248258690787, + "TN": 39685342, + "TP": 46878, + "n_pred": 60802, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7971645074553899, + "FN": 9017, + "FP": 7579, + "IoU": 0.6627377662168753, + "TN": 39699592, + "TP": 32612, + "n_pred": 40191, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5712739714057176, + "FN": 11967, + "FP": 115597, + "IoU": 0.39984850837202957, + "TN": 101184055, + "TP": 84989, + "n_pred": 200586, + "n_ref": 96956 + }, + "10": { + "Dice": 0.36601113361181487, + "FN": 39194, + "FP": 110454, + "IoU": 0.2239985480567295, + "TN": 101203763, + "TP": 43197, + "n_pred": 153651, + "n_ref": 82391 + }, + "11": { + "Dice": 0.47313880556313065, + "FN": 3794, + "FP": 70, + "IoU": 0.309876763707805, + "TN": 101391009, + "TP": 1735, + "n_pred": 1805, + "n_ref": 5529 + }, + "12": { + "Dice": 0.027824151363383415, + "FN": 5150, + "FP": 91, + "IoU": 0.014108352144469526, + "TN": 101391292, + "TP": 75, + "n_pred": 166, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5846839221276785, + "FN": 17134, + "FP": 29479, + "IoU": 0.4131119057211926, + "TN": 101317184, + "TP": 32811, + "n_pred": 62290, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8019556437327287, + "FN": 39745, + "FP": 27335, + "IoU": 0.6693872722971375, + "TN": 101193712, + "TP": 135816, + "n_pred": 163151, + "n_ref": 175561 + }, + "15": { + "Dice": 0.4281868487960516, + "FN": 18285, + "FP": 4655, + "IoU": 0.27241587110279425, + "TN": 101365079, + "TP": 8589, + "n_pred": 13244, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 6045, + "IoU": 0.0, + "TN": 101208824, + "TP": 0, + "n_pred": 6045, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5677469488308744, + "FN": 34202, + "FP": 168277, + "IoU": 0.3964012842335588, + "TN": 101061155, + "TP": 132974, + "n_pred": 301251, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6076583974414383, + "FN": 3116, + "FP": 5962, + "IoU": 0.43642910355103054, + "TN": 101380500, + "TP": 7030, + "n_pred": 12992, + "n_ref": 10146 + }, + "5": { + "Dice": 0.09971165931438992, + "FN": 36493, + "FP": 38, + "IoU": 0.0524718576541993, + "TN": 101358054, + "TP": 2023, + "n_pred": 2061, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8665021242545051, + "FN": 188899, + "FP": 316937, + "IoU": 0.7644497116367438, + "TN": 99249143, + "TP": 1641629, + "n_pred": 1958566, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5353137089367387, + "FN": 230211, + "FP": 170501, + "IoU": 0.3654801114770712, + "TN": 100765088, + "TP": 230808, + "n_pred": 401309, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6346484213752684, + "FN": 127342, + "FP": 20465, + "IoU": 0.46482417518755614, + "TN": 101120424, + "TP": 128377, + "n_pred": 148842, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7879094349471486, + "FN": 14166, + "FP": 24840, + "IoU": 0.6500417193766318, + "TN": 101285149, + "TP": 72453, + "n_pred": 97293, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16623112109850063, + "FN": 197244, + "FP": 887, + "IoU": 0.09064998485418713, + "TN": 73665622, + "TP": 19751, + "n_pred": 20638, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09800993644008993, + "FN": 67013, + "FP": 95476, + "IoU": 0.051530204241260355, + "TN": 73712187, + "TP": 8828, + "n_pred": 104304, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5090606123724224, + "FN": 3815, + "FP": 899, + "IoU": 0.34143615535065663, + "TN": 73876346, + "TP": 2444, + "n_pred": 3343, + "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": 0.020091794045572087, + "FN": 60497, + "FP": 11880, + "IoU": 0.01014784119038827, + "TN": 73810385, + "TP": 742, + "n_pred": 12622, + "n_ref": 61239 + }, + "14": { + "Dice": 0.32744346599608415, + "FN": 12923, + "FP": 349474, + "IoU": 0.1957742290553376, + "TN": 73432888, + "TP": 88219, + "n_pred": 437693, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6767255692599621, + "FN": 108052, + "FP": 982, + "IoU": 0.5114022862827516, + "TN": 73660347, + "TP": 114123, + "n_pred": 115105, + "n_ref": 222175 + }, + "2": { + "Dice": 0.30742356604585613, + "FN": 136405, + "FP": 109808, + "IoU": 0.1816305366651377, + "TN": 73582646, + "TP": 54645, + "n_pred": 164453, + "n_ref": 191050 + }, + "3": { + "Dice": 0.39706021694082944, + "FN": 139340, + "FP": 7017, + "IoU": 0.24770750663075436, + "TN": 73688956, + "TP": 48191, + "n_pred": 55208, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 359, + "IoU": 0.0, + "TN": 73835257, + "TP": 0, + "n_pred": 359, + "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": 0.5139144628106666, + "FN": 850909, + "FP": 757829, + "IoU": 0.3458175521865614, + "TN": 71424346, + "TP": 850420, + "n_pred": 1608249, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.17153714461014735, + "FN": 146598, + "FP": 104553, + "IoU": 0.09381494631104953, + "TN": 73606352, + "TP": 26001, + "n_pred": 130554, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4980739237461713, + "FN": 52941, + "FP": 481, + "IoU": 0.3316234611150035, + "TN": 73803576, + "TP": 26506, + "n_pred": 26987, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6132875423309817, + "FN": 32501, + "FP": 40240, + "IoU": 0.44226006548025243, + "TN": 73753083, + "TP": 57680, + "n_pred": 97920, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6227251928800859, + "FN": 49886, + "FP": 116668, + "IoU": 0.45214302161113124, + "TN": 69191766, + "TP": 137456, + "n_pred": 254124, + "n_ref": 187342 + }, + "10": { + "Dice": 0.26051222186289746, + "FN": 50959, + "FP": 42794, + "IoU": 0.1497637552486238, + "TN": 69385509, + "TP": 16514, + "n_pred": 59308, + "n_ref": 67473 + }, + "11": { + "Dice": 0.53, + "FN": 2136, + "FP": 214, + "IoU": 0.36054421768707484, + "TN": 69492101, + "TP": 1325, + "n_pred": 1539, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 491, + "IoU": 0.0, + "TN": 69492133, + "TP": 0, + "n_pred": 491, + "n_ref": 3152 + }, + "13": { + "Dice": 0.4277429265552781, + "FN": 46214, + "FP": 38349, + "IoU": 0.2720566081589436, + "TN": 69379609, + "TP": 31604, + "n_pred": 69953, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8596314637121067, + "FN": 34034, + "FP": 4176, + "IoU": 0.7538189947877406, + "TN": 69340565, + "TP": 117001, + "n_pred": 121177, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5079737848170399, + "FN": 56792, + "FP": 15280, + "IoU": 0.34045902119404076, + "TN": 69386500, + "TP": 37204, + "n_pred": 52484, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 31540, + "IoU": 0.0, + "TN": 69314086, + "TP": 0, + "n_pred": 31540, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6239376621629009, + "FN": 24196, + "FP": 154660, + "IoU": 0.4534225267320439, + "TN": 69168547, + "TP": 148373, + "n_pred": 303033, + "n_ref": 172569 + }, + "4": { + "Dice": 0.2786821616931893, + "FN": 31016, + "FP": 577, + "IoU": 0.16190046689303905, + "TN": 69458080, + "TP": 6103, + "n_pred": 6680, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6424537553684353, + "FN": 9594, + "FP": 979, + "IoU": 0.47324631327222, + "TN": 69475704, + "TP": 9499, + "n_pred": 10478, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8786001805374124, + "FN": 161003, + "FP": 195119, + "IoU": 0.7834852166807617, + "TN": 67850983, + "TP": 1288671, + "n_pred": 1483790, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7398906560944791, + "FN": 74670, + "FP": 92894, + "IoU": 0.5871638518299518, + "TN": 69089891, + "TP": 238321, + "n_pred": 331215, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7174506669461987, + "FN": 20242, + "FP": 33667, + "IoU": 0.5593942068785145, + "TN": 69373424, + "TP": 68443, + "n_pred": 102110, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7870702862437099, + "FN": 15381, + "FP": 19782, + "IoU": 0.6489001607572565, + "TN": 69395625, + "TP": 64988, + "n_pred": 84770, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7526497569533277, + "FN": 37665, + "FP": 70619, + "IoU": 0.6033988938944438, + "TN": 50560522, + "TP": 164746, + "n_pred": 235365, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6132917670398186, + "FN": 34724, + "FP": 17127, + "IoU": 0.4422644594318414, + "TN": 50740585, + "TP": 41116, + "n_pred": 58243, + "n_ref": 75840 + }, + "11": { + "Dice": 0.24247164646069613, + "FN": 5799, + "FP": 12, + "IoU": 0.13796172674677348, + "TN": 50826811, + "TP": 930, + "n_pred": 942, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 184, + "IoU": 0.0, + "TN": 50827069, + "TP": 0, + "n_pred": 184, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4751702786377709, + "FN": 21404, + "FP": 37928, + "IoU": 0.3116218630715504, + "TN": 50747361, + "TP": 26859, + "n_pred": 64787, + "n_ref": 48263 + }, + "14": { + "Dice": 0.30102827354937145, + "FN": 31796, + "FP": 56164, + "IoU": 0.17718262691649284, + "TN": 50726651, + "TP": 18941, + "n_pred": 75105, + "n_ref": 50737 + }, + "15": { + "Dice": 0.052308962228098874, + "FN": 33045, + "FP": 28952, + "IoU": 0.026856909650279398, + "TN": 50769844, + "TP": 1711, + "n_pred": 30663, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 26048, + "IoU": 0.0, + "TN": 50595434, + "TP": 0, + "n_pred": 26048, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6434052733484039, + "FN": 12725, + "FP": 198337, + "IoU": 0.47427965088474416, + "TN": 50432080, + "TP": 190410, + "n_pred": 388747, + "n_ref": 203135 + }, + "4": { + "Dice": 0.09286913112708181, + "FN": 16886, + "FP": 4193, + "IoU": 0.048695730661612056, + "TN": 50811394, + "TP": 1079, + "n_pred": 5272, + "n_ref": 17965 + }, + "5": { + "Dice": 0.407143300055807, + "FN": 9561, + "FP": 0, + "IoU": 0.25560573030208655, + "TN": 50820708, + "TP": 3283, + "n_pred": 3283, + "n_ref": 12844 + }, + "6": { + "Dice": 0.864666606337314, + "FN": 170718, + "FP": 463372, + "IoU": 0.7615970878367481, + "TN": 48173811, + "TP": 2025651, + "n_pred": 2489023, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5327685146417752, + "FN": 87755, + "FP": 158868, + "IoU": 0.36311142444690636, + "TN": 50446321, + "TP": 140608, + "n_pred": 299476, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8841163141636668, + "FN": 9476, + "FP": 15021, + "IoU": 0.7923014964602145, + "TN": 50715607, + "TP": 93448, + "n_pred": 108469, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7746064215184912, + "FN": 34081, + "FP": 13079, + "IoU": 0.6321286769581191, + "TN": 50705355, + "TP": 81037, + "n_pred": 94116, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6166281963700492, + "FN": 109503, + "FP": 17888, + "IoU": 0.445742926631889, + "TN": 76655019, + "TP": 102450, + "n_pred": 120338, + "n_ref": 211953 + }, + "10": { + "Dice": 0.20247001968856274, + "FN": 56475, + "FP": 10362, + "IoU": 0.1126379097462859, + "TN": 76809539, + "TP": 8484, + "n_pred": 18846, + "n_ref": 64959 + }, + "11": { + "Dice": 0.49754331523144557, + "FN": 1912, + "FP": 31, + "IoU": 0.3311531841652324, + "TN": 76881955, + "TP": 962, + "n_pred": 993, + "n_ref": 2874 + }, + "12": { + "Dice": 0.2270967741935484, + "FN": 2257, + "FP": 139, + "IoU": 0.12809315866084425, + "TN": 76882112, + "TP": 352, + "n_pred": 491, + "n_ref": 2609 + }, + "13": { + "Dice": 0.3917864576359896, + "FN": 26689, + "FP": 23280, + "IoU": 0.24361594235805217, + "TN": 76818797, + "TP": 16094, + "n_pred": 39374, + "n_ref": 42783 + }, + "14": { + "Dice": 0.90405152764617, + "FN": 10908, + "FP": 4078, + "IoU": 0.8249033147557456, + "TN": 76799273, + "TP": 70601, + "n_pred": 74679, + "n_ref": 81509 + }, + "15": { + "Dice": 0.3589426283042865, + "FN": 29573, + "FP": 7725, + "IoU": 0.2187264348554671, + "TN": 76837120, + "TP": 10442, + "n_pred": 18167, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7457473767343074, + "FN": 6637, + "FP": 59682, + "IoU": 0.5945750982705604, + "TN": 76721281, + "TP": 97260, + "n_pred": 156942, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5989360750390542, + "FN": 53894, + "FP": 4385, + "IoU": 0.42748661525615206, + "TN": 76783065, + "TP": 43516, + "n_pred": 47901, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6692336289765787, + "FN": 12281, + "FP": 175, + "IoU": 0.5028934030410663, + "TN": 76859803, + "TP": 12601, + "n_pred": 12776, + "n_ref": 24882 + }, + "5": { + "Dice": 0.44763243348034704, + "FN": 11137, + "FP": 260, + "IoU": 0.2883546674992195, + "TN": 76868845, + "TP": 4618, + "n_pred": 4878, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8541835718463733, + "FN": 75221, + "FP": 285255, + "IoU": 0.7454802975925281, + "TN": 75468561, + "TP": 1055823, + "n_pred": 1341078, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.523819034610726, + "FN": 79853, + "FP": 67965, + "IoU": 0.35484743868960067, + "TN": 76655739, + "TP": 81303, + "n_pred": 149268, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8671146947834358, + "FN": 7567, + "FP": 13808, + "IoU": 0.7654037798801502, + "TN": 76793746, + "TP": 69739, + "n_pred": 83547, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8682549799881709, + "FN": 16165, + "FP": 6778, + "IoU": 0.767182505454361, + "TN": 76786315, + "TP": 75602, + "n_pred": 82380, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42445757989110794, + "FN": 88166, + "FP": 10566, + "IoU": 0.26940409504288176, + "TN": 130864793, + "TP": 36407, + "n_pred": 46973, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3185874155752387, + "FN": 38176, + "FP": 44756, + "IoU": 0.1894760503914229, + "TN": 130897613, + "TP": 19387, + "n_pred": 64143, + "n_ref": 57563 + }, + "11": { + "Dice": 0.4089101034208433, + "FN": 4026, + "FP": 432, + "IoU": 0.257, + "TN": 130993932, + "TP": 1542, + "n_pred": 1974, + "n_ref": 5568 + }, + "12": { + "Dice": 0.03127527635481262, + "FN": 7186, + "FP": 0, + "IoU": 0.015886058614078335, + "TN": 130992630, + "TP": 116, + "n_pred": 116, + "n_ref": 7302 + }, + "13": { + "Dice": 0.20439996585865483, + "FN": 68838, + "FP": 5732, + "IoU": 0.11383379481633768, + "TN": 130915783, + "TP": 9579, + "n_pred": 15311, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6228344965876916, + "FN": 511896, + "FP": 14010, + "IoU": 0.4522582761799122, + "TN": 130039797, + "TP": 434229, + "n_pred": 448239, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 7092, + "IoU": 0.0, + "TN": 130967530, + "TP": 0, + "n_pred": 7092, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6722796235496233, + "FN": 67023, + "FP": 81006, + "IoU": 0.5063412714557745, + "TN": 130700071, + "TP": 151832, + "n_pred": 232838, + "n_ref": 218855 + }, + "3": { + "Dice": 0.4875508861384103, + "FN": 188187, + "FP": 11209, + "IoU": 0.32235853865760405, + "TN": 130705682, + "TP": 94854, + "n_pred": 106063, + "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": 0.0887173774665818, + "FN": 22604, + "FP": 302, + "IoU": 0.04641771783023188, + "TN": 130975911, + "TP": 1115, + "n_pred": 1417, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7681348689761369, + "FN": 364589, + "FP": 304574, + "IoU": 0.6235543564235011, + "TN": 129222350, + "TP": 1108419, + "n_pred": 1412993, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.22333327192675423, + "FN": 173759, + "FP": 37040, + "IoU": 0.12570352582048633, + "TN": 130758825, + "TP": 30308, + "n_pred": 67348, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8425653248980864, + "FN": 31464, + "FP": 3873, + "IoU": 0.7279592905093305, + "TN": 130870036, + "TP": 94559, + "n_pred": 98432, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6256649897635338, + "FN": 16115, + "FP": 33070, + "IoU": 0.45524925516951126, + "TN": 130909643, + "TP": 41104, + "n_pred": 74174, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.719998366563556, + "FN": 22154, + "FP": 5273, + "IoU": 0.5624980060615729, + "TN": 74364008, + "TP": 35263, + "n_pred": 40536, + "n_ref": 57417 + }, + "10": { + "Dice": 0.16011788950161754, + "FN": 71821, + "FP": 1132, + "IoU": 0.08702616792020725, + "TN": 74346791, + "TP": 6954, + "n_pred": 8086, + "n_ref": 78775 + }, + "11": { + "Dice": 0.2549609140108238, + "FN": 1964, + "FP": 514, + "IoU": 0.14610613370089592, + "TN": 74423796, + "TP": 424, + "n_pred": 938, + "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": 0.22765615355893715, + "FN": 88389, + "FP": 12968, + "IoU": 0.12844920245926308, + "TN": 74310403, + "TP": 14938, + "n_pred": 27906, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8253078418664939, + "FN": 43550, + "FP": 10360, + "IoU": 0.7025737221042179, + "TN": 74245443, + "TP": 127345, + "n_pred": 137705, + "n_ref": 170895 + }, + "15": { + "Dice": 0.13531535055744234, + "FN": 18413, + "FP": 30216, + "IoU": 0.07256741808750047, + "TN": 74374264, + "TP": 3805, + "n_pred": 34021, + "n_ref": 22218 + }, + "2": { + "Dice": 0.745663472215937, + "FN": 11650, + "FP": 61413, + "IoU": 0.5944684346658082, + "TN": 74246532, + "TP": 107103, + "n_pred": 168516, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6049417417544827, + "FN": 74160, + "FP": 331, + "IoU": 0.4336318846750403, + "TN": 74295174, + "TP": 57033, + "n_pred": 57364, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9062899934435272, + "FN": 125246, + "FP": 32403, + "IoU": 0.8286382935244103, + "TN": 73506720, + "TP": 762329, + "n_pred": 794732, + "n_ref": 887575 + }, + "7": { + "Dice": 0.1546255788146573, + "FN": 137206, + "FP": 8299, + "IoU": 0.08379089741329371, + "TN": 74267886, + "TP": 13307, + "n_pred": 21606, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7713549236295829, + "FN": 15103, + "FP": 1573, + "IoU": 0.6278093962727375, + "TN": 74381893, + "TP": 28129, + "n_pred": 29702, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7145100766086008, + "FN": 3973, + "FP": 19840, + "IoU": 0.5558270536447064, + "TN": 74373086, + "TP": 29799, + "n_pred": 49639, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5916264387069793, + "FN": 8836, + "FP": 172791, + "IoU": 0.4200777797644895, + "TN": 106333496, + "TP": 131565, + "n_pred": 304356, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6678578646627593, + "FN": 26644, + "FP": 45666, + "IoU": 0.5013412960574861, + "TN": 106501679, + "TP": 72699, + "n_pred": 118365, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4593315587104407, + "FN": 3098, + "FP": 558, + "IoU": 0.29813783835669033, + "TN": 106641479, + "TP": 1553, + "n_pred": 2111, + "n_ref": 4651 + }, + "12": { + "Dice": 0.020984081041968163, + "FN": 5412, + "FP": 0, + "IoU": 0.01060329067641682, + "TN": 106641218, + "TP": 58, + "n_pred": 58, + "n_ref": 5470 + }, + "13": { + "Dice": 0.4649440062747832, + "FN": 19603, + "FP": 29513, + "IoU": 0.30288406949017826, + "TN": 106576232, + "TP": 21340, + "n_pred": 50853, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7536848939637035, + "FN": 9892, + "FP": 29563, + "IoU": 0.6047306097096716, + "TN": 106546870, + "TP": 60363, + "n_pred": 89926, + "n_ref": 70255 + }, + "15": { + "Dice": 0.1947273246407157, + "FN": 20423, + "FP": 30343, + "IoU": 0.1078658793757908, + "TN": 106589784, + "TP": 6138, + "n_pred": 36481, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6499121093218541, + "FN": 67251, + "FP": 61407, + "IoU": 0.48138503708481134, + "TN": 106398608, + "TP": 119422, + "n_pred": 180829, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6045453632762414, + "FN": 45114, + "FP": 92749, + "IoU": 0.4332246619607714, + "TN": 106403447, + "TP": 105378, + "n_pred": 198127, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8449171649838251, + "FN": 1464, + "FP": 1700, + "IoU": 0.7314775524060086, + "TN": 106634905, + "TP": 8619, + "n_pred": 10319, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0756102829984878, + "FN": 4267, + "FP": 12, + "IoU": 0.03929052537045352, + "TN": 106642234, + "TP": 175, + "n_pred": 187, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9102730829845097, + "FN": 155820, + "FP": 64345, + "IoU": 0.8353221974891992, + "TN": 105309744, + "TP": 1116779, + "n_pred": 1181124, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.774954045544821, + "FN": 74824, + "FP": 77355, + "IoU": 0.6325918164347314, + "TN": 106232492, + "TP": 262017, + "n_pred": 339372, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9300581639905429, + "FN": 6910, + "FP": 2734, + "IoU": 0.8692604893919881, + "TN": 106572923, + "TP": 64121, + "n_pred": 66855, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8419158447812102, + "FN": 17945, + "FP": 7268, + "IoU": 0.7269902113652114, + "TN": 106554336, + "TP": 67139, + "n_pred": 74407, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7474788408647011, + "FN": 42229, + "FP": 33793, + "IoU": 0.5967794119987059, + "TN": 107938391, + "TP": 112515, + "n_pred": 146308, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7407451931104032, + "FN": 25684, + "FP": 13135, + "IoU": 0.5882409096694811, + "TN": 108032652, + "TP": 55457, + "n_pred": 68592, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5709534368070953, + "FN": 1492, + "FP": 830, + "IoU": 0.3995345228859581, + "TN": 108123061, + "TP": 1545, + "n_pred": 2375, + "n_ref": 3037 + }, + "12": { + "Dice": 0.3424400417101147, + "FN": 3153, + "FP": 0, + "IoU": 0.2065928535480624, + "TN": 108122954, + "TP": 821, + "n_pred": 821, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5712088109908273, + "FN": 42518, + "FP": 9885, + "IoU": 0.399784667896045, + "TN": 108039621, + "TP": 34904, + "n_pred": 44789, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7154174133349811, + "FN": 10949, + "FP": 12078, + "IoU": 0.5569259779492409, + "TN": 108074957, + "TP": 28944, + "n_pred": 41022, + "n_ref": 39893 + }, + "15": { + "Dice": 0.026541579618169157, + "FN": 26221, + "FP": 47866, + "IoU": 0.013449272274524948, + "TN": 108051831, + "TP": 1010, + "n_pred": 48876, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8192764139183317, + "FN": 19848, + "FP": 55395, + "IoU": 0.6938765546618496, + "TN": 107881135, + "TP": 170550, + "n_pred": 225945, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7207635172633922, + "FN": 74910, + "FP": 22197, + "IoU": 0.5634325841938921, + "TN": 107904495, + "TP": 125326, + "n_pred": 147523, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 163, + "IoU": 0.0, + "TN": 108093456, + "TP": 0, + "n_pred": 163, + "n_ref": 33309 + }, + "5": { + "Dice": 0.09796718099436688, + "FN": 3677, + "FP": 6, + "IoU": 0.05150656708730363, + "TN": 108123045, + "TP": 200, + "n_pred": 206, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9486917028503995, + "FN": 106290, + "FP": 42233, + "IoU": 0.9023915300797833, + "TN": 106605308, + "TP": 1373097, + "n_pred": 1415330, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5968372672742853, + "FN": 103152, + "FP": 103864, + "IoU": 0.42535142457418224, + "TN": 107766680, + "TP": 153232, + "n_pred": 257096, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7844591868752522, + "FN": 8170, + "FP": 11064, + "IoU": 0.6453581635475246, + "TN": 108072693, + "TP": 35001, + "n_pred": 46065, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8057931586317263, + "FN": 11386, + "FP": 12885, + "IoU": 0.6747517521407609, + "TN": 108052305, + "TP": 50352, + "n_pred": 63237, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7248060056693666, + "FN": 45612, + "FP": 14287, + "IoU": 0.5683888168323966, + "TN": 62431380, + "TP": 78881, + "n_pred": 93168, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5543150733904659, + "FN": 32012, + "FP": 11621, + "IoU": 0.38342730368674666, + "TN": 62499393, + "TP": 27134, + "n_pred": 38755, + "n_ref": 59146 + }, + "11": { + "Dice": 0.33681672025723475, + "FN": 1633, + "FP": 17, + "IoU": 0.20251329144514257, + "TN": 62568091, + "TP": 419, + "n_pred": 436, + "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": 0.574660020180419, + "FN": 22630, + "FP": 5613, + "IoU": 0.40317399940830906, + "TN": 62522838, + "TP": 19079, + "n_pred": 24692, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9102245605264843, + "FN": 55825, + "FP": 3079, + "IoU": 0.8352404794204439, + "TN": 62212645, + "TP": 298611, + "n_pred": 301690, + "n_ref": 354436 + }, + "15": { + "Dice": 0.09254226278994239, + "FN": 85925, + "FP": 20253, + "IoU": 0.04851602265395369, + "TN": 62458568, + "TP": 5414, + "n_pred": 25667, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8429779056916827, + "FN": 22467, + "FP": 31382, + "IoU": 0.7285754609514401, + "TN": 62371766, + "TP": 144545, + "n_pred": 175927, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7372608666670707, + "FN": 78503, + "FP": 8213, + "IoU": 0.5838584131950609, + "TN": 62361779, + "TP": 121665, + "n_pred": 129878, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8167176959649516, + "FN": 7075, + "FP": 288, + "IoU": 0.6902137327499158, + "TN": 62546392, + "TP": 16405, + "n_pred": 16693, + "n_ref": 23480 + }, + "5": { + "Dice": 0.18879732971732555, + "FN": 7270, + "FP": 507, + "IoU": 0.10423865468785994, + "TN": 62561478, + "TP": 905, + "n_pred": 1412, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8781653703140888, + "FN": 170294, + "FP": 186887, + "IoU": 0.7827939582859513, + "TN": 60925726, + "TP": 1287253, + "n_pred": 1474140, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5722743663844915, + "FN": 97891, + "FP": 35905, + "IoU": 0.40082937009072916, + "TN": 62346858, + "TP": 89506, + "n_pred": 125411, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7831902972697501, + "FN": 5194, + "FP": 30755, + "IoU": 0.6436423834494791, + "TN": 62469281, + "TP": 64930, + "n_pred": 95685, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7554235734474066, + "FN": 10039, + "FP": 15575, + "IoU": 0.6069724263859693, + "TN": 62504989, + "TP": 39557, + "n_pred": 55132, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5218691641941019, + "FN": 170603, + "FP": 31151, + "IoU": 0.3530601970762428, + "TN": 55069389, + "TP": 110105, + "n_pred": 141256, + "n_ref": 280708 + }, + "10": { + "Dice": 0.5941028266062574, + "FN": 35657, + "FP": 20246, + "IoU": 0.42257914579352374, + "TN": 55284433, + "TP": 40912, + "n_pred": 61158, + "n_ref": 76569 + }, + "11": { + "Dice": 0.2092100039698293, + "FN": 3800, + "FP": 184, + "IoU": 0.11682553757481712, + "TN": 55376737, + "TP": 527, + "n_pred": 711, + "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": 0.37434267940656535, + "FN": 38142, + "FP": 17778, + "IoU": 0.23027157978774657, + "TN": 55308599, + "TP": 16729, + "n_pred": 34507, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8247274886976289, + "FN": 14646, + "FP": 19587, + "IoU": 0.7017329859810234, + "TN": 55266475, + "TP": 80540, + "n_pred": 100127, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6034195853802449, + "FN": 42350, + "FP": 17469, + "IoU": 0.4320693452833055, + "TN": 55275920, + "TP": 45509, + "n_pred": 62978, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6713105870921933, + "FN": 15732, + "FP": 160176, + "IoU": 0.5052426703867876, + "TN": 55025704, + "TP": 179636, + "n_pred": 339812, + "n_ref": 195368 + }, + "3": { + "Dice": 0.11219611021069692, + "FN": 172813, + "FP": 2475, + "IoU": 0.05943207915691872, + "TN": 55194884, + "TP": 11076, + "n_pred": 13551, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5846212554855944, + "FN": 4345, + "FP": 9, + "IoU": 0.4130493394445942, + "TN": 55373830, + "TP": 3064, + "n_pred": 3073, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5577831694547312, + "FN": 3456, + "FP": 7, + "IoU": 0.38675402868779885, + "TN": 55375601, + "TP": 2184, + "n_pred": 2191, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8724487002299047, + "FN": 176308, + "FP": 210388, + "IoU": 0.773755216643176, + "TN": 53672055, + "TP": 1322497, + "n_pred": 1532885, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.4214325112284296, + "FN": 121769, + "FP": 25083, + "IoU": 0.26697148790032743, + "TN": 55180912, + "TP": 53484, + "n_pred": 78567, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9049452176488008, + "FN": 5796, + "FP": 2871, + "IoU": 0.826392644672796, + "TN": 55331325, + "TP": 41256, + "n_pred": 44127, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7554772008469396, + "FN": 8278, + "FP": 19323, + "IoU": 0.6070416720055809, + "TN": 55311009, + "TP": 42638, + "n_pred": 61961, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5973976999709808, + "FN": 85964, + "FP": 187347, + "IoU": 0.42592094705578404, + "TN": 110670529, + "TP": 202775, + "n_pred": 390122, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5910745616652543, + "FN": 32752, + "FP": 35770, + "IoU": 0.4195215343431263, + "TN": 111028571, + "TP": 49522, + "n_pred": 85292, + "n_ref": 82274 + }, + "11": { + "Dice": 0.741491214183948, + "FN": 1292, + "FP": 341, + "IoU": 0.5891823899371069, + "TN": 111142640, + "TP": 2342, + "n_pred": 2683, + "n_ref": 3634 + }, + "12": { + "Dice": 0.006422607578676943, + "FN": 3094, + "FP": 0, + "IoU": 0.0032216494845360823, + "TN": 111143511, + "TP": 10, + "n_pred": 10, + "n_ref": 3104 + }, + "13": { + "Dice": 0.48529231844795945, + "FN": 34828, + "FP": 24070, + "IoU": 0.32038678113172714, + "TN": 111059951, + "TP": 27766, + "n_pred": 51836, + "n_ref": 62594 + }, + "14": { + "Dice": 0.49941526780734424, + "FN": 27237, + "FP": 586, + "IoU": 0.33281377391971606, + "TN": 111104913, + "TP": 13879, + "n_pred": 14465, + "n_ref": 41116 + }, + "15": { + "Dice": 0.147406257658688, + "FN": 20853, + "FP": 31330, + "IoU": 0.07956750273397538, + "TN": 111089921, + "TP": 4511, + "n_pred": 35841, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6109654433478227, + "FN": 15613, + "FP": 163027, + "IoU": 0.43984898750133267, + "TN": 110827701, + "TP": 140274, + "n_pred": 303301, + "n_ref": 155887 + }, + "3": { + "Dice": 0.4320465211826241, + "FN": 176208, + "FP": 3501, + "IoU": 0.275548048471753, + "TN": 110898553, + "TP": 68353, + "n_pred": 71854, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8185775597792765, + "FN": 5487, + "FP": 431, + "IoU": 0.6928745653640562, + "TN": 111127346, + "TP": 13351, + "n_pred": 13782, + "n_ref": 18838 + }, + "5": { + "Dice": 0.35558606487043076, + "FN": 3731, + "FP": 24, + "IoU": 0.21623878104779795, + "TN": 111141824, + "TP": 1036, + "n_pred": 1060, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9218449946066182, + "FN": 104796, + "FP": 149447, + "IoU": 0.8550208365171653, + "TN": 109392963, + "TP": 1499409, + "n_pred": 1648856, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.21577250934294673, + "FN": 305230, + "FP": 228825, + "IoU": 0.12093329492613472, + "TN": 110539090, + "TP": 73470, + "n_pred": 302295, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8525916417058907, + "FN": 5830, + "FP": 20007, + "IoU": 0.7430585942161582, + "TN": 111046059, + "TP": 74719, + "n_pred": 94726, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8739749252665864, + "FN": 6883, + "FP": 7240, + "IoU": 0.7761593812406885, + "TN": 111083521, + "TP": 48971, + "n_pred": 56211, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8007691829245537, + "FN": 47697, + "FP": 29179, + "IoU": 0.6677356614945757, + "TN": 96889655, + "TP": 154494, + "n_pred": 183673, + "n_ref": 202191 + }, + "10": { + "Dice": 0.3854662262492803, + "FN": 42601, + "FP": 58794, + "IoU": 0.23874770073951726, + "TN": 96987830, + "TP": 31800, + "n_pred": 90594, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5316455696202531, + "FN": 2421, + "FP": 206, + "IoU": 0.3620689655172414, + "TN": 97116907, + "TP": 1491, + "n_pred": 1697, + "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": 0.6584978678812654, + "FN": 19637, + "FP": 13278, + "IoU": 0.49086606134665656, + "TN": 97056376, + "TP": 31734, + "n_pred": 45012, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9206621926758433, + "FN": 16492, + "FP": 3641, + "IoU": 0.852987995443526, + "TN": 96984077, + "TP": 116815, + "n_pred": 120456, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5710788631832723, + "FN": 37705, + "FP": 8552, + "IoU": 0.39965736979403255, + "TN": 97043974, + "TP": 30794, + "n_pred": 39346, + "n_ref": 68499 + }, + "2": { + "Dice": 0.655263659052411, + "FN": 36644, + "FP": 100932, + "IoU": 0.48728039772515525, + "TN": 96852699, + "TP": 130750, + "n_pred": 231682, + "n_ref": 167394 + }, + "3": { + "Dice": 0.541056899926988, + "FN": 126842, + "FP": 30933, + "IoU": 0.37085538147437763, + "TN": 96870248, + "TP": 93002, + "n_pred": 123935, + "n_ref": 219844 + }, + "4": { + "Dice": 0.845088868101029, + "FN": 3682, + "FP": 1286, + "IoU": 0.7317349748906529, + "TN": 97102506, + "TP": 13551, + "n_pred": 14837, + "n_ref": 17233 + }, + "5": { + "Dice": 0.3362234429810047, + "FN": 9918, + "FP": 111, + "IoU": 0.20208449359535366, + "TN": 97108456, + "TP": 2540, + "n_pred": 2651, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8754702114605135, + "FN": 116566, + "FP": 301944, + "IoU": 0.7785211386863786, + "TN": 95231409, + "TP": 1471106, + "n_pred": 1773050, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4693146005244545, + "FN": 209717, + "FP": 54991, + "IoU": 0.3066042184012825, + "TN": 96739269, + "TP": 117048, + "n_pred": 172039, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8872531242342563, + "FN": 9586, + "FP": 13420, + "IoU": 0.7973539567331407, + "TN": 97007497, + "TP": 90522, + "n_pred": 103942, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8014515548499386, + "FN": 14171, + "FP": 26098, + "IoU": 0.6686851566935159, + "TN": 96999482, + "TP": 81274, + "n_pred": 107372, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3716164261894678, + "FN": 151948, + "FP": 873, + "IoU": 0.22821184895636057, + "TN": 78858396, + "TP": 45188, + "n_pred": 46061, + "n_ref": 197136 + }, + "10": { + "Dice": 0.4068001612686467, + "FN": 68796, + "FP": 1828, + "IoU": 0.255335301560523, + "TN": 78961565, + "TP": 24216, + "n_pred": 26044, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6038562664329535, + "FN": 1631, + "FP": 177, + "IoU": 0.4325172630257376, + "TN": 79053219, + "TP": 1378, + "n_pred": 1555, + "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": 0.5057026952403203, + "FN": 41665, + "FP": 4881, + "IoU": 0.33842174086076526, + "TN": 78986049, + "TP": 23810, + "n_pred": 28691, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5828465804066544, + "FN": 14229, + "FP": 19623, + "IoU": 0.41127980382949864, + "TN": 78998904, + "TP": 23649, + "n_pred": 43272, + "n_ref": 37878 + }, + "15": { + "Dice": 0.058829632703880474, + "FN": 36831, + "FP": 17595, + "IoU": 0.030306269709765354, + "TN": 79000278, + "TP": 1701, + "n_pred": 19296, + "n_ref": 38532 + }, + "2": { + "Dice": 0.607632854660203, + "FN": 6455, + "FP": 130817, + "IoU": 0.43640275245931254, + "TN": 78812841, + "TP": 106292, + "n_pred": 237109, + "n_ref": 112747 + }, + "3": { + "Dice": 0.0, + "FN": 121380, + "FP": 140, + "IoU": 0.0, + "TN": 78934885, + "TP": 0, + "n_pred": 140, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5896805896805897, + "FN": 4882, + "FP": 128, + "IoU": 0.4181184668989547, + "TN": 79047795, + "TP": 3600, + "n_pred": 3728, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 696, + "IoU": 0.0, + "TN": 79050751, + "TP": 0, + "n_pred": 696, + "n_ref": 4958 + }, + "6": { + "Dice": 0.851512088049689, + "FN": 162605, + "FP": 240582, + "IoU": 0.7414201570512738, + "TN": 77497169, + "TP": 1156049, + "n_pred": 1396631, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.3789044425348432, + "FN": 362189, + "FP": 4258, + "IoU": 0.23373356418749372, + "TN": 78578181, + "TP": 111777, + "n_pred": 116035, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6606817590424148, + "FN": 8676, + "FP": 14796, + "IoU": 0.4932970662521857, + "TN": 79010082, + "TP": 22851, + "n_pred": 37647, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9054838942134467, + "FN": 8464, + "FP": 4652, + "IoU": 0.8272915212725334, + "TN": 78980462, + "TP": 62827, + "n_pred": 67479, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6848411167003134, + "FN": 79919, + "FP": 61362, + "IoU": 0.5207288072921437, + "TN": 122417157, + "TP": 153502, + "n_pred": 214864, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6205019349012293, + "FN": 36878, + "FP": 53049, + "IoU": 0.4498026859188106, + "TN": 122548495, + "TP": 73518, + "n_pred": 126567, + "n_ref": 110396 + }, + "11": { + "Dice": 0.670034885119692, + "FN": 1397, + "FP": 1346, + "IoU": 0.5037988422575976, + "TN": 122706412, + "TP": 2785, + "n_pred": 4131, + "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": 0.30299161072151787, + "FN": 38613, + "FP": 31260, + "IoU": 0.17854455678344697, + "TN": 122626880, + "TP": 15187, + "n_pred": 46447, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6728447991557285, + "FN": 26087, + "FP": 53273, + "IoU": 0.5069827543362656, + "TN": 122550972, + "TP": 81608, + "n_pred": 134881, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7516931412387637, + "FN": 14462, + "FP": 9736, + "IoU": 0.602170160295931, + "TN": 122651115, + "TP": 36627, + "n_pred": 46363, + "n_ref": 51089 + }, + "2": { + "Dice": 0.3428095535976726, + "FN": 91456, + "FP": 82940, + "IoU": 0.2068618934787453, + "TN": 122492059, + "TP": 45485, + "n_pred": 128425, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6759278536911428, + "FN": 22511, + "FP": 95787, + "IoU": 0.5104917096666074, + "TN": 122470273, + "TP": 123369, + "n_pred": 219156, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0039362217975412875, + "FN": 65337, + "FP": 4505, + "IoU": 0.0019719919977136324, + "TN": 122641960, + "TP": 138, + "n_pred": 4643, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5018237995107926, + "FN": 11362, + "FP": 247, + "IoU": 0.3349564619615032, + "TN": 122694484, + "TP": 5847, + "n_pred": 6094, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8804643261448813, + "FN": 146359, + "FP": 278436, + "IoU": 0.7864549086792423, + "TN": 120722688, + "TP": 1564457, + "n_pred": 1842893, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.37678891492471994, + "FN": 381546, + "FP": 229371, + "IoU": 0.2321256418152452, + "TN": 121916345, + "TP": 184678, + "n_pred": 414049, + "n_ref": 566224 + }, + "8": { + "Dice": 0.815778050272019, + "FN": 7719, + "FP": 50422, + "IoU": 0.6888725972858427, + "TN": 122525068, + "TP": 128731, + "n_pred": 179153, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7863175675675675, + "FN": 13300, + "FP": 20096, + "IoU": 0.6478775226165623, + "TN": 122617098, + "TP": 61446, + "n_pred": 81542, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..cc4edf12e3780f69dec06e6004dcf410a62216a0 --- /dev/null +++ b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.22698167590409046, + "FN": 1710.2, + "FP": 451.15833333333336, + "IoU": 0.18430710481737617, + "TN": 170552.99166666667, + "TP": 2517.65, + "n_pred": 2968.8083333333334, + "n_ref": 4227.85 + }, + "mean": { + "1": { + "Dice": 0.4714682851261592, + "FN": 102.375, + "FP": 704.125, + "IoU": 0.44601702401027865, + "TN": 168871.25, + "TP": 5554.25, + "n_pred": 6258.375, + "n_ref": 5656.625 + }, + "10": { + "Dice": 0.24453766823981823, + "FN": 133.25, + "FP": 867.625, + "IoU": 0.19309868875086267, + "TN": 173531.625, + "TP": 699.5, + "n_pred": 1567.125, + "n_ref": 832.75 + }, + "11": { + "Dice": 0.15492321589882566, + "FN": 418.875, + "FP": 15.625, + "IoU": 0.10091203295086791, + "TN": 174668.875, + "TP": 128.625, + "n_pred": 144.25, + "n_ref": 547.5 + }, + "12": { + "Dice": 0.0, + "FN": 32.125, + "FP": 1.875, + "IoU": 0.0, + "TN": 175198.0, + "TP": 0.0, + "n_pred": 1.875, + "n_ref": 32.125 + }, + "13": { + "Dice": 0.040771268766558726, + "FN": 354.375, + "FP": 437.625, + "IoU": 0.02219551282051282, + "TN": 174405.375, + "TP": 34.625, + "n_pred": 472.25, + "n_ref": 389.0 + }, + "14": { + "Dice": 0.0024094857650117305, + "FN": 8416.625, + "FP": 613.625, + "IoU": 0.00120911289296169, + "TN": 166199.375, + "TP": 2.375, + "n_pred": 616.0, + "n_ref": 8419.0 + }, + "15": { + "Dice": 0.0, + "FN": 1967.875, + "FP": 31.5, + "IoU": 0.0, + "TN": 173232.625, + "TP": 0.0, + "n_pred": 31.5, + "n_ref": 1967.875 + }, + "2": { + "Dice": 0.41235096328785137, + "FN": 1587.875, + "FP": 38.875, + "IoU": 0.3572961199130746, + "TN": 171080.125, + "TP": 2525.125, + "n_pred": 2564.0, + "n_ref": 4113.0 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 522.5, + "IoU": 0.0, + "TN": 174709.5, + "TP": 0.0, + "n_pred": 522.5, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 35.5, + "IoU": 0.0, + "TN": 175196.5, + "TP": 0.0, + "n_pred": 35.5, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.33895392546450437, + "FN": 753.625, + "FP": 15.75, + "IoU": 0.20406051984999354, + "TN": 174265.375, + "TP": 197.25, + "n_pred": 213.0, + "n_ref": 950.875 + }, + "6": { + "Dice": 0.3173528187137621, + "FN": 8224.375, + "FP": 2117.5, + "IoU": 0.28479454315907654, + "TN": 144134.5, + "TP": 20755.625, + "n_pred": 22873.125, + "n_ref": 28980.0 + }, + "7": { + "Dice": 0.4934262399131587, + "FN": 966.5, + "FP": 479.75, + "IoU": 0.41982337740531805, + "TN": 171043.25, + "TP": 2742.5, + "n_pred": 3222.25, + "n_ref": 3709.0 + }, + "8": { + "Dice": 0.4493290450734953, + "FN": 120.25, + "FP": 416.5, + "IoU": 0.371520567488143, + "TN": 172237.375, + "TP": 2457.875, + "n_pred": 2874.375, + "n_ref": 2578.125 + }, + "9": { + "Dice": 0.4792022223122111, + "FN": 2574.875, + "FP": 469.0, + "IoU": 0.3636790730195534, + "TN": 169521.125, + "TP": 2667.0, + "n_pred": 3136.0, + "n_ref": 5241.875 + } + }, + "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": 0.007228457295035191, + "FN": 429, + "FP": 4790, + "IoU": 0.0036273386788850705, + "TN": 169994, + "TP": 19, + "n_pred": 4809, + "n_ref": 448 + }, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 205, + "IoU": 0.0, + "TN": 175027, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1174, + "IoU": 0.0, + "TN": 174058, + "TP": 0, + "n_pred": 1174, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 174134, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "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": 1675, + "IoU": 0.0, + "TN": 173557, + "TP": 0, + "n_pred": 1675, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7227724996069447, + "FN": 12087, + "FP": 256, + "IoU": 0.5658917455069813, + "TN": 146799, + "TP": 16090, + "n_pred": 16346, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04743935309973046, + "FN": 45636, + "FP": 306, + "IoU": 0.024295969077857537, + "TN": 128146, + "TP": 1144, + "n_pred": 1450, + "n_ref": 46780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 751, + "IoU": 0.0, + "TN": 174481, + "TP": 0, + "n_pred": 751, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6777574446847446, + "FN": 7091, + "FP": 657, + "IoU": 0.5125817815802718, + "TN": 159336, + "TP": 8148, + "n_pred": 8805, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 3567, + "IoU": 0.0, + "TN": 171665, + "TP": 0, + "n_pred": 3567, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 174975, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1814, + "IoU": 0.0, + "TN": 173418, + "TP": 0, + "n_pred": 1814, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.33895392546450437, + "FN": 6029, + "FP": 126, + "IoU": 0.20406051984999354, + "TN": 167499, + "TP": 1578, + "n_pred": 1704, + "n_ref": 7607 + }, + "6": { + "Dice": 0.04582170656484065, + "FN": 7369, + "FP": 5625, + "IoU": 0.02344806854050804, + "TN": 161926, + "TP": 312, + "n_pred": 5937, + "n_ref": 7681 + }, + "7": { + "Dice": 0.8210044753853805, + "FN": 7182, + "FP": 1817, + "IoU": 0.6963592806289436, + "TN": 145595, + "TP": 20638, + "n_pred": 22455, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9091880590080149, + "FN": 950, + "FP": 2959, + "IoU": 0.8334966137070324, + "TN": 151755, + "TP": 19568, + "n_pred": 22527, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 390, + "IoU": 0.0, + "TN": 172885, + "TP": 0, + "n_pred": 390, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 66904, + "FP": 0, + "IoU": 0.0, + "TN": 108328, + "TP": 0, + "n_pred": 0, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 252, + "IoU": 0.0, + "TN": 159237, + "TP": 0, + "n_pred": 252, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 174158, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "10": { + "Dice": 0.7336130047194547, + "FN": 690, + "FP": 3374, + "IoU": 0.579296066252588, + "TN": 165572, + "TP": 5596, + "n_pred": 8970, + "n_ref": 6286 + }, + "11": { + "Dice": 0.46476964769647694, + "FN": 2253, + "FP": 117, + "IoU": 0.3027360988526037, + "TN": 171833, + "TP": 1029, + "n_pred": 1146, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.1630850750662349, + "FN": 2831, + "FP": 12, + "IoU": 0.08878205128205129, + "TN": 172112, + "TP": 277, + "n_pred": 289, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9266313535444607, + "FN": 616, + "FP": 35, + "IoU": 0.863292734145317, + "TN": 170470, + "TP": 4111, + "n_pred": 4146, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 175081, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 174964, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.858858262128481, + "FN": 9087, + "FP": 857, + "IoU": 0.7526306624542899, + "TN": 135033, + "TP": 30255, + "n_pred": 31112, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4387990762124711, + "FN": 12, + "FP": 231, + "IoU": 0.28106508875739644, + "TN": 174894, + "TP": 95, + "n_pred": 326, + "n_ref": 107 + }, + "9": { + "Dice": 0.7894538290648447, + "FN": 2341, + "FP": 2682, + "IoU": 0.6521468144044321, + "TN": 160792, + "TP": 9417, + "n_pred": 12099, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9429365702523184, + "FN": 819, + "FP": 4559, + "IoU": 0.8920340480205573, + "TN": 125420, + "TP": 44434, + "n_pred": 48993, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4026, + "IoU": 0.0, + "TN": 171206, + "TP": 0, + "n_pred": 4026, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8639365918097754, + "FN": 7, + "FP": 96, + "IoU": 0.7604651162790698, + "TN": 174802, + "TP": 327, + "n_pred": 423, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519975904895204, + "FN": 3703, + "FP": 9844, + "IoU": 0.9083925588818036, + "TN": 27351, + "TP": 134334, + "n_pred": 144178, + "n_ref": 138037 + }, + "7": { + "Dice": 0.7821901323706378, + "FN": 543, + "FP": 0, + "IoU": 0.642292490118577, + "TN": 173714, + "TP": 975, + "n_pred": 975, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.44959761549925487, + "FN": 9210, + "FP": 23, + "IoU": 0.2899876960935097, + "TN": 162228, + "TP": 3771, + "n_pred": 3794, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 2062.8333333333335, + "FP": 1768.6916666666666, + "IoU": NaN, + "TN": 169392.66666666666, + "TP": 2007.8083333333334, + "n_pred": 3776.5, + "n_ref": 4070.641666666667 + }, + "mean": { + "1": { + "Dice": 0.23594271735442743, + "FN": 7519.125, + "FP": 35.875, + "IoU": 0.15440119655522966, + "TN": 164373.625, + "TP": 3303.375, + "n_pred": 3339.25, + "n_ref": 10822.5 + }, + "10": { + "Dice": 0.09963574277220072, + "FN": 2894.25, + "FP": 285.375, + "IoU": 0.06946400057522586, + "TN": 171925.375, + "TP": 127.0, + "n_pred": 412.375, + "n_ref": 3021.25 + }, + "11": { + "Dice": 0.5587752870420996, + "FN": 258.75, + "FP": 43.875, + "IoU": 0.3877086494688923, + "TN": 174737.75, + "TP": 191.625, + "n_pred": 235.5, + "n_ref": 450.375 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.625, + "IoU": 0.0, + "TN": 175231.375, + "TP": 0.0, + "n_pred": 0.625, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.35376110152951945, + "FN": 4051.5, + "FP": 413.125, + "IoU": 0.298415069718494, + "TN": 170175.875, + "TP": 591.5, + "n_pred": 1004.625, + "n_ref": 4643.0 + }, + "14": { + "Dice": 0.5223314063640605, + "FN": 1639.5, + "FP": 2766.875, + "IoU": 0.4337082487469537, + "TN": 162669.5, + "TP": 8156.125, + "n_pred": 10923.0, + "n_ref": 9795.625 + }, + "15": { + "Dice": 0.0, + "FN": 7856.125, + "FP": 14.125, + "IoU": 0.0, + "TN": 167361.75, + "TP": 0.0, + "n_pred": 14.125, + "n_ref": 7856.125 + }, + "2": { + "Dice": 0.5519687270802086, + "FN": 63.25, + "FP": 129.375, + "IoU": 0.48713029729295965, + "TN": 174027.5, + "TP": 1011.875, + "n_pred": 1141.25, + "n_ref": 1075.125 + }, + "3": { + "Dice": 0.25, + "FN": 0.0, + "FP": 2126.375, + "IoU": 0.25, + "TN": 173105.25, + "TP": 0.375, + "n_pred": 2126.75, + "n_ref": 0.375 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 653.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 174578.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 653.125 + }, + "6": { + "Dice": 0.2610695331666578, + "FN": 721.625, + "FP": 13187.25, + "IoU": 0.22272235405981997, + "TN": 153314.0, + "TP": 8009.125, + "n_pred": 21196.375, + "n_ref": 8730.75 + }, + "7": { + "Dice": 0.07647904940587867, + "FN": 515.625, + "FP": 1872.25, + "IoU": 0.04473857452135172, + "TN": 172717.875, + "TP": 126.25, + "n_pred": 1998.5, + "n_ref": 641.875 + }, + "8": { + "Dice": 0.3856223915436365, + "FN": 2691.75, + "FP": 33.125, + "IoU": 0.3487345291513478, + "TN": 170340.75, + "TP": 2166.375, + "n_pred": 2199.5, + "n_ref": 4858.125 + }, + "9": { + "Dice": 0.487712963598694, + "FN": 2077.875, + "FP": 5622.125, + "IoU": 0.3778458061190618, + "TN": 161098.5, + "TP": 6433.5, + "n_pred": 12055.625, + "n_ref": 8511.375 + } + }, + "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": 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": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8598694008477489, + "FN": 964, + "FP": 11268, + "IoU": 0.7541850043206527, + "TN": 125471, + "TP": 37529, + "n_pred": 48797, + "n_ref": 38493 + }, + "15": { + "Dice": 0.0, + "FN": 16131, + "FP": 0, + "IoU": 0.0, + "TN": 159101, + "TP": 0, + "n_pred": 0, + "n_ref": 16131 + }, + "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": 588, + "IoU": 0.0, + "TN": 174644, + "TP": 0, + "n_pred": 588, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 20766, + "FP": 0, + "IoU": 0.0, + "TN": 154466, + "TP": 0, + "n_pred": 0, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06366600253577251, + "FN": 18914, + "FP": 1764, + "IoU": 0.0328796595107806, + "TN": 153851, + "TP": 703, + "n_pred": 2467, + "n_ref": 19617 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6891334250343879, + "FN": 166, + "FP": 286, + "IoU": 0.5257082896117523, + "TN": 174279, + "TP": 501, + "n_pred": 787, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6629, + "IoU": 0.0, + "TN": 168603, + "TP": 0, + "n_pred": 6629, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 174933, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3662020570989138, + "FN": 4926, + "FP": 28041, + "IoU": 0.2241415829234426, + "TN": 132741, + "TP": 9524, + "n_pred": 37565, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 257, + "IoU": 0.0, + "TN": 173944, + "TP": 0, + "n_pred": 257, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 10, + "IoU": 0.0, + "TN": 175078, + "TP": 0, + "n_pred": 10, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 567, + "IoU": 0.0, + "TN": 174665, + "TP": 0, + "n_pred": 567, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 170007, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.6357469751112783, + "FN": 3296, + "FP": 25755, + "IoU": 0.4660037130305314, + "TN": 120829, + "TP": 25352, + "n_pred": 51107, + "n_ref": 28648 + }, + "7": { + "Dice": 0.32564102564102565, + "FN": 2123, + "FP": 1559, + "IoU": 0.19448698315467075, + "TN": 170661, + "TP": 889, + "n_pred": 2448, + "n_ref": 3012 + }, + "8": { + "Dice": 0.18577829729203196, + "FN": 20851, + "FP": 46, + "IoU": 0.10240109960912332, + "TN": 151951, + "TP": 2384, + "n_pred": 2430, + "n_ref": 23235 + }, + "9": { + "Dice": 0.6631763246018121, + "FN": 3326, + "FP": 16489, + "IoU": 0.4960836173134632, + "TN": 135910, + "TP": 19507, + "n_pred": 35996, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.01917255297679112, + "FN": 1944, + "FP": 0, + "IoU": 0.00967906265919511, + "TN": 173269, + "TP": 19, + "n_pred": 19, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10416666666666667, + "FN": 13215, + "FP": 1061, + "IoU": 0.054945054945054944, + "TN": 160126, + "TP": 830, + "n_pred": 1891, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 175229, + "TP": 3, + "n_pred": 3, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9710888773388774, + "FN": 683, + "FP": 207, + "IoU": 0.9438024878449202, + "TN": 159395, + "TP": 14947, + "n_pred": 15154, + "n_ref": 15630 + }, + "9": { + "Dice": 0.49727169772469887, + "FN": 4830, + "FP": 53, + "IoU": 0.3309125787887092, + "TN": 167934, + "TP": 2415, + "n_pred": 2468, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.5786419036564132, + "FN": 300, + "FP": 1152, + "IoU": 0.4071049407921601, + "TN": 172783, + "TP": 997, + "n_pred": 2149, + "n_ref": 1297 + }, + "11": { + "Dice": 0.5587752870420996, + "FN": 2070, + "FP": 351, + "IoU": 0.3877086494688923, + "TN": 171278, + "TP": 1533, + "n_pred": 1884, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8934506353861192, + "FN": 283, + "FP": 480, + "IoU": 0.8074204946996466, + "TN": 171270, + "TP": 3199, + "n_pred": 3679, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966772756206238, + "FN": 340, + "FP": 182, + "IoU": 0.9356826022671266, + "TN": 167116, + "TP": 7594, + "n_pred": 7776, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9306702238886686, + "FN": 2477, + "FP": 3292, + "IoU": 0.8703304113283884, + "TN": 130742, + "TP": 38721, + "n_pred": 42013, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 478, + "IoU": 0.0, + "TN": 174754, + "TP": 0, + "n_pred": 478, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9119147385680452, + "FN": 3541, + "FP": 327, + "IoU": 0.8380912515696944, + "TN": 151342, + "TP": 20022, + "n_pred": 20349, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47188543470885486, + "FN": 59122, + "FP": 30, + "IoU": 0.3088023931104593, + "TN": 89653, + "TP": 26427, + "n_pred": 26457, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1112, + "IoU": 0.0, + "TN": 174120, + "TP": 0, + "n_pred": 1112, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16418, + "IoU": 0.0, + "TN": 158814, + "TP": 0, + "n_pred": 16418, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11610, + "IoU": 0.0, + "TN": 163622, + "TP": 0, + "n_pred": 11610, + "n_ref": 0 + }, + "7": { + "Dice": 0.05675422138836773, + "FN": 2002, + "FP": 2020, + "IoU": 0.02920588945208786, + "TN": 171089, + "TP": 121, + "n_pred": 2141, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7071248182444325, + "FN": 12152, + "FP": 10810, + "IoU": 0.5469397419202083, + "TN": 124550, + "TP": 27720, + "n_pred": 38530, + "n_ref": 39872 + }, + "15": { + "Dice": 0.0, + "FN": 46718, + "FP": 113, + "IoU": 0.0, + "TN": 128401, + "TP": 0, + "n_pred": 113, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 58208, + "IoU": 0.0, + "TN": 117024, + "TP": 0, + "n_pred": 58208, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10622, + "IoU": 0.0, + "TN": 164610, + "TP": 0, + "n_pred": 10622, + "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": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 2305.508333333333, + "FP": 1613.525, + "IoU": NaN, + "TN": 168921.35833333334, + "TP": 2391.608333333333, + "n_pred": 4005.133333333333, + "n_ref": 4697.116666666667 + }, + "mean": { + "1": { + "Dice": 0.21753103636203344, + "FN": 1799.125, + "FP": 1702.625, + "IoU": 0.16144420651915298, + "TN": 170033.875, + "TP": 1696.375, + "n_pred": 3399.0, + "n_ref": 3495.5 + }, + "10": { + "Dice": 0.2875731342173111, + "FN": 1781.25, + "FP": 873.375, + "IoU": 0.21687491707708023, + "TN": 171250.0, + "TP": 1327.375, + "n_pred": 2200.75, + "n_ref": 3108.625 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.5, + "IoU": 0.0, + "TN": 175230.5, + "TP": 0.0, + "n_pred": 1.5, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 273.5, + "FP": 19.25, + "IoU": 0.0, + "TN": 174939.25, + "TP": 0.0, + "n_pred": 19.25, + "n_ref": 273.5 + }, + "13": { + "Dice": 0.3446334981270456, + "FN": 3116.75, + "FP": 803.125, + "IoU": 0.2739535247424654, + "TN": 169289.75, + "TP": 2022.375, + "n_pred": 2825.5, + "n_ref": 5139.125 + }, + "14": { + "Dice": 0.20256300319184414, + "FN": 2744.375, + "FP": 16.625, + "IoU": 0.14548689523027442, + "TN": 170345.0, + "TP": 2126.0, + "n_pred": 2142.625, + "n_ref": 4870.375 + }, + "15": { + "Dice": 0.044585987261146494, + "FN": 0.0, + "FP": 112.5, + "IoU": 0.02280130293159609, + "TN": 175116.875, + "TP": 2.625, + "n_pred": 115.125, + "n_ref": 2.625 + }, + "2": { + "Dice": 0.15481756822850437, + "FN": 616.75, + "FP": 8159.75, + "IoU": 0.14454145281192352, + "TN": 160520.375, + "TP": 5935.125, + "n_pred": 14094.875, + "n_ref": 6551.875 + }, + "3": { + "Dice": 0.013569939883569294, + "FN": 10253.5, + "FP": 0.25, + "IoU": 0.006832735860175963, + "TN": 164903.125, + "TP": 75.125, + "n_pred": 75.375, + "n_ref": 10328.625 + }, + "4": { + "Dice": 0.10957363032962088, + "FN": 882.875, + "FP": 246.25, + "IoU": 0.06556273559504577, + "TN": 173859.375, + "TP": 243.5, + "n_pred": 489.75, + "n_ref": 1126.375 + }, + "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": 0.46699111110677916, + "FN": 332.25, + "FP": 10348.375, + "IoU": 0.4268044349259686, + "TN": 146293.75, + "TP": 18257.625, + "n_pred": 28606.0, + "n_ref": 18589.875 + }, + "7": { + "Dice": 0.21077385690523665, + "FN": 10900.875, + "FP": 678.625, + "IoU": 0.1461268442715915, + "TN": 160769.875, + "TP": 2882.625, + "n_pred": 3561.25, + "n_ref": 13783.5 + }, + "8": { + "Dice": 0.3494021278599002, + "FN": 898.375, + "FP": 829.125, + "IoU": 0.2116821630254977, + "TN": 173040.625, + "TP": 463.875, + "n_pred": 1293.0, + "n_ref": 1362.25 + }, + "9": { + "Dice": 0.13866117404737385, + "FN": 983.0, + "FP": 411.5, + "IoU": 0.09593570084934162, + "TN": 172996.0, + "TP": 841.5, + "n_pred": 1253.0, + "n_ref": 1824.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6525931090861004, + "FN": 14393, + "FP": 56, + "IoU": 0.48433261955745893, + "TN": 147212, + "TP": 13571, + "n_pred": 13627, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8033452419616759, + "FN": 2202, + "FP": 220, + "IoU": 0.6713258243995115, + "TN": 167863, + "TP": 4947, + "n_pred": 5167, + "n_ref": 7149 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 2, + "IoU": 0.0, + "TN": 175045, + "TP": 0, + "n_pred": 2, + "n_ref": 185 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 594, + "IoU": 0.0, + "TN": 174638, + "TP": 0, + "n_pred": 594, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 55109, + "IoU": 0.0, + "TN": 120123, + "TP": 0, + "n_pred": 55109, + "n_ref": 0 + }, + "3": { + "Dice": 0.015925354286516067, + "FN": 56107, + "FP": 1, + "IoU": 0.008026590290300908, + "TN": 118670, + "TP": 454, + "n_pred": 455, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9033, + "IoU": 0.0, + "TN": 166199, + "TP": 0, + "n_pred": 9033, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13358, + "IoU": 0.0, + "TN": 161874, + "TP": 0, + "n_pred": 13358, + "n_ref": 0 + }, + "10": { + "Dice": 0.09056792594445834, + "FN": 2324, + "FP": 1311, + "IoU": 0.047431865828092244, + "TN": 171416, + "TP": 181, + "n_pred": 1492, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3372, + "IoU": 0.0, + "TN": 171860, + "TP": 0, + "n_pred": 3372, + "n_ref": 0 + }, + "3": { + "Dice": 0.01121452548062252, + "FN": 25921, + "FP": 1, + "IoU": 0.005638881430051018, + "TN": 149163, + "TP": 147, + "n_pred": 148, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 38337, + "IoU": 0.0, + "TN": 136895, + "TP": 0, + "n_pred": 38337, + "n_ref": 0 + }, + "7": { + "Dice": 0.046856836269337385, + "FN": 31954, + "FP": 23, + "IoU": 0.02399047706254006, + "TN": 142469, + "TP": 786, + "n_pred": 809, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.43053051412336774, + "FN": 5990, + "FP": 4433, + "IoU": 0.27431595070667686, + "TN": 160869, + "TP": 3940, + "n_pred": 8373, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6688112839865137, + "FN": 5621, + "FP": 5086, + "IoU": 0.5024165814666791, + "TN": 153714, + "TP": 10811, + "n_pred": 15897, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.3494021278599002, + "FN": 7187, + "FP": 6633, + "IoU": 0.2116821630254977, + "TN": 157701, + "TP": 3711, + "n_pred": 10344, + "n_ref": 10898 + }, + "9": { + "Dice": 0.5546446961894954, + "FN": 7864, + "FP": 2947, + "IoU": 0.3837428033973665, + "TN": 157689, + "TP": 6732, + "n_pred": 9679, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "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": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6076890095755324, + "FN": 21955, + "FP": 5, + "IoU": 0.43646068569082325, + "TN": 136264, + "TP": 17008, + "n_pred": 17013, + "n_ref": 38963 + }, + "15": { + "Dice": 0.044585987261146494, + "FN": 0, + "FP": 900, + "IoU": 0.02280130293159609, + "TN": 174311, + "TP": 21, + "n_pred": 921, + "n_ref": 21 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 174482, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "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": 265, + "IoU": 0.0, + "TN": 174967, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "13": { + "Dice": 0.8656962372974457, + "FN": 293, + "FP": 685, + "IoU": 0.7631961259079904, + "TN": 171102, + "TP": 3152, + "n_pred": 3837, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9289054093710262, + "FN": 4922, + "FP": 2346, + "IoU": 0.867248716871541, + "TN": 120483, + "TP": 47481, + "n_pred": 49827, + "n_ref": 52403 + }, + "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": 561, + "IoU": 0.0, + "TN": 174671, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9739763376990116, + "FN": 334, + "FP": 1804, + "IoU": 0.9492727833535008, + "TN": 133085, + "TP": 40009, + "n_pred": 41813, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2528, + "IoU": 0.0, + "TN": 172704, + "TP": 0, + "n_pred": 2528, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.6885682574916759, + "FN": 425, + "FP": 978, + "IoU": 0.5250507786052809, + "TN": 172278, + "TP": 1551, + "n_pred": 2529, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18865996935126852, + "FN": 19020, + "FP": 40, + "IoU": 0.10415491633765746, + "TN": 153956, + "TP": 2216, + "n_pred": 2256, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 175120, + "TP": 0, + "n_pred": 112, + "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": 12, + "FP": 455, + "IoU": 0.0, + "TN": 174765, + "TP": 0, + "n_pred": 455, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.32872089098886265, + "FN": 7063, + "FP": 893, + "IoU": 0.19668820678513732, + "TN": 165328, + "TP": 1948, + "n_pred": 2841, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700088017100466, + "FN": 1824, + "FP": 4139, + "IoU": 0.9417641658690938, + "TN": 72838, + "TP": 96431, + "n_pred": 100570, + "n_ref": 98255 + }, + "7": { + "Dice": 0.6705623080005343, + "FN": 8993, + "FP": 873, + "IoU": 0.5043954387903753, + "TN": 155325, + "TP": 10041, + "n_pred": 10914, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 175025, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3309, + "FP": 0, + "IoU": 0.0, + "TN": 171923, + "TP": 0, + "n_pred": 0, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "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": 3246, + "IoU": 0.0, + "TN": 171986, + "TP": 0, + "n_pred": 3246, + "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": 516, + "IoU": 0.0, + "TN": 174716, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.39097041612483746, + "FN": 500, + "FP": 29474, + "IoU": 0.2429852254072484, + "TN": 135637, + "TP": 9621, + "n_pred": 39095, + "n_ref": 10121 + }, + "7": { + "Dice": 0.33645014025631154, + "FN": 46260, + "FP": 1996, + "IoU": 0.20224830550504216, + "TN": 114742, + "TP": 12234, + "n_pred": 14230, + "n_ref": 58494 + }, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1261.35, + "FP": 426.15833333333336, + "IoU": NaN, + "TN": 171713.68333333332, + "TP": 1830.8083333333334, + "n_pred": 2256.9666666666667, + "n_ref": 3092.1583333333333 + }, + "mean": { + "1": { + "Dice": 0.3126701376410924, + "FN": 2082.5, + "FP": 82.5, + "IoU": 0.23116947611892041, + "TN": 170358.25, + "TP": 2708.75, + "n_pred": 2791.25, + "n_ref": 4791.25 + }, + "10": { + "Dice": 0.15975450683969364, + "FN": 1287.25, + "FP": 293.5, + "IoU": 0.11738179494740981, + "TN": 172457.125, + "TP": 1194.125, + "n_pred": 1487.625, + "n_ref": 2481.375 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 14.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 175217.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 14.5 + }, + "13": { + "Dice": 0.01579245013809088, + "FN": 3154.75, + "FP": 206.875, + "IoU": 0.008010016377569833, + "TN": 171848.75, + "TP": 21.625, + "n_pred": 228.5, + "n_ref": 3176.375 + }, + "14": { + "Dice": 0.2123323762514652, + "FN": 2786.5, + "FP": 435.25, + "IoU": 0.15578277986855704, + "TN": 169542.125, + "TP": 2468.125, + "n_pred": 2903.375, + "n_ref": 5254.625 + }, + "15": { + "Dice": 0.6197288530316892, + "FN": 355.125, + "FP": 787.875, + "IoU": 0.4489906598373004, + "TN": 173157.625, + "TP": 931.375, + "n_pred": 1719.25, + "n_ref": 1286.5 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 383.375, + "IoU": 0.0, + "TN": 174848.625, + "TP": 0.0, + "n_pred": 383.375, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.8717528342251968, + "FN": 2255.0, + "FP": 194.875, + "IoU": 0.7765934572623525, + "TN": 166174.375, + "TP": 6607.75, + "n_pred": 6802.625, + "n_ref": 8862.75 + }, + "4": { + "Dice": 0.017985012489592007, + "FN": 2211.375, + "FP": 0.0, + "IoU": 0.009074105192404638, + "TN": 173000.375, + "TP": 20.25, + "n_pred": 20.25, + "n_ref": 2231.625 + }, + "5": { + "Dice": 0.7491978056101852, + "FN": 249.125, + "FP": 53.75, + "IoU": 0.5989738497186362, + "TN": 174476.75, + "TP": 452.375, + "n_pred": 506.125, + "n_ref": 701.5 + }, + "6": { + "Dice": 0.1827196500182282, + "FN": 703.875, + "FP": 1944.5, + "IoU": 0.16818791946308725, + "TN": 168668.0, + "TP": 3915.625, + "n_pred": 5860.125, + "n_ref": 4619.5 + }, + "7": { + "Dice": 0.2680232380863132, + "FN": 1068.5, + "FP": 1046.5, + "IoU": 0.23473078304767486, + "TN": 168853.75, + "TP": 4263.25, + "n_pred": 5309.75, + "n_ref": 5331.75 + }, + "8": { + "Dice": 0.6944737410941955, + "FN": 2485.5, + "FP": 95.125, + "IoU": 0.5676438641702196, + "TN": 167803.875, + "TP": 4847.5, + "n_pred": 4942.625, + "n_ref": 7333.0 + }, + "9": { + "Dice": 0.026437750157994523, + "FN": 266.25, + "FP": 868.25, + "IoU": 0.013577842691766743, + "TN": 174066.125, + "TP": 31.375, + "n_pred": 899.625, + "n_ref": 297.625 + } + }, + "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": 577, + "FP": 61, + "IoU": 0.0, + "TN": 174594, + "TP": 0, + "n_pred": 61, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.001686442209239294, + "FN": 14975, + "FP": 1600, + "IoU": 0.0008439327265055157, + "TN": 158643, + "TP": 14, + "n_pred": 1614, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 410, + "IoU": 0.0, + "TN": 174822, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4974751459681237, + "FN": 12100, + "FP": 638, + "IoU": 0.3310927900015754, + "TN": 156189, + "TP": 6305, + "n_pred": 6943, + "n_ref": 18405 + }, + "9": { + "Dice": 0.052875500315989046, + "FN": 2130, + "FP": 6862, + "IoU": 0.027155685383533485, + "TN": 165989, + "TP": 251, + "n_pred": 7113, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.7491978056101852, + "FN": 1993, + "FP": 430, + "IoU": 0.5989738497186362, + "TN": 169190, + "TP": 3619, + "n_pred": 4049, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "7": { + "Dice": 0.14790139906728847, + "FN": 21, + "FP": 1258, + "IoU": 0.07985611510791367, + "TN": 173842, + "TP": 111, + "n_pred": 1369, + "n_ref": 132 + }, + "8": { + "Dice": 0.8914723362202671, + "FN": 7784, + "FP": 123, + "IoU": 0.8041949383388638, + "TN": 134850, + "TP": 32475, + "n_pred": 32598, + "n_ref": 40259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5273311897106109, + "FN": 147, + "FP": 0, + "IoU": 0.35807860262008734, + "TN": 175003, + "TP": 82, + "n_pred": 82, + "n_ref": 229 + }, + "10": { + "Dice": 0.6390180273587746, + "FN": 9640, + "FP": 1153, + "IoU": 0.46952717978963926, + "TN": 154886, + "TP": 9553, + "n_pred": 10706, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "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": 3222, + "IoU": 0.0, + "TN": 172010, + "TP": 0, + "n_pred": 3222, + "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": 1019, + "IoU": 0.0, + "TN": 174213, + "TP": 0, + "n_pred": 1019, + "n_ref": 0 + }, + "3": { + "Dice": 0.9248327162800176, + "FN": 2104, + "FP": 109, + "IoU": 0.8601756492070513, + "TN": 159405, + "TP": 13614, + "n_pred": 13723, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": 0.9241915532779643, + "FN": 5496, + "FP": 81, + "IoU": 0.8590670170827858, + "TN": 135660, + "TP": 33995, + "n_pred": 34076, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6369971287543956, + "FN": 22292, + "FP": 212, + "IoU": 0.4673483396056711, + "TN": 132983, + "TP": 19745, + "n_pred": 19957, + "n_ref": 42037 + }, + "15": { + "Dice": 0.6197288530316892, + "FN": 2841, + "FP": 6303, + "IoU": 0.4489906598373004, + "TN": 158637, + "TP": 7451, + "n_pred": 13754, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7233493608537587, + "FN": 16513, + "FP": 0, + "IoU": 0.5665993018555944, + "TN": 137131, + "TP": 21588, + "n_pred": 21588, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11761, + "IoU": 0.0, + "TN": 163471, + "TP": 0, + "n_pred": 11761, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 175035, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 1119, + "IoU": 0.0, + "TN": 174032, + "TP": 0, + "n_pred": 1119, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02989845806694246, + "FN": 10263, + "FP": 55, + "IoU": 0.01517610002863415, + "TN": 164755, + "TP": 159, + "n_pred": 214, + "n_ref": 10422 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "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": 1623, + "IoU": 0.0, + "TN": 173609, + "TP": 0, + "n_pred": 1623, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.017985012489592007, + "FN": 17691, + "FP": 0, + "IoU": 0.009074105192404638, + "TN": 157379, + "TP": 162, + "n_pred": 162, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.913598250091141, + "FN": 5631, + "FP": 294, + "IoU": 0.8409395973154362, + "TN": 137982, + "TP": 31325, + "n_pred": 31619, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 6913, + "IoU": 0.0, + "TN": 165288, + "TP": 0, + "n_pred": 6913, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 174769, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.8186729521703761, + "FN": 15936, + "FP": 1450, + "IoU": 0.6930112653176537, + "TN": 118598, + "TP": 39248, + "n_pred": 40698, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3357, + "IoU": 0.0, + "TN": 171875, + "TP": 0, + "n_pred": 3357, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 175112, + "TP": 0, + "n_pred": 120, + "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": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0330.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.1943729948786484, + "FN": 3762.891666666667, + "FP": 1240.5333333333333, + "IoU": 0.16211174636638773, + "TN": 168493.59166666667, + "TP": 1734.9833333333333, + "n_pred": 2975.516666666667, + "n_ref": 5497.875 + }, + "mean": { + "1": { + "Dice": 0.14881516587677726, + "FN": 511.125, + "FP": 6422.125, + "IoU": 0.11849056603773585, + "TN": 168220.25, + "TP": 78.5, + "n_pred": 6500.625, + "n_ref": 589.625 + }, + "10": { + "Dice": 0.06602356047399954, + "FN": 4943.25, + "FP": 105.625, + "IoU": 0.03731742607007503, + "TN": 169874.625, + "TP": 308.5, + "n_pred": 414.125, + "n_ref": 5251.75 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.75, + "IoU": 0.0, + "TN": 175231.25, + "TP": 0.0, + "n_pred": 0.75, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.08961007507871155, + "FN": 469.875, + "FP": 0.0, + "IoU": 0.04690669371196755, + "TN": 174739.0, + "TP": 23.125, + "n_pred": 23.125, + "n_ref": 493.0 + }, + "13": { + "Dice": 0.2970107084454524, + "FN": 678.625, + "FP": 805.375, + "IoU": 0.21205376695992964, + "TN": 172799.75, + "TP": 948.25, + "n_pred": 1753.625, + "n_ref": 1626.875 + }, + "14": { + "Dice": 0.0, + "FN": 21582.125, + "FP": 74.125, + "IoU": 0.0, + "TN": 153575.75, + "TP": 0.0, + "n_pred": 74.125, + "n_ref": 21582.125 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 265.5, + "IoU": 0.0, + "TN": 174966.5, + "TP": 0.0, + "n_pred": 265.5, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.4432829651403114, + "FN": 1291.875, + "FP": 268.0, + "IoU": 0.3981223291038989, + "TN": 167639.875, + "TP": 6032.25, + "n_pred": 6300.25, + "n_ref": 7324.125 + }, + "3": { + "Dice": 0.21352598254961005, + "FN": 710.875, + "FP": 582.75, + "IoU": 0.18633974596543243, + "TN": 171173.0, + "TP": 2765.375, + "n_pred": 3348.125, + "n_ref": 3476.25 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 10.75, + "IoU": 0.0, + "TN": 175221.25, + "TP": 0.0, + "n_pred": 10.75, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 33.75, + "FP": 0.125, + "IoU": 0.0, + "TN": 175198.125, + "TP": 0.0, + "n_pred": 0.125, + "n_ref": 33.75 + }, + "6": { + "Dice": 0.11146378428459872, + "FN": 18668.5, + "FP": 8319.125, + "IoU": 0.09075557241005437, + "TN": 139481.0, + "TP": 8763.375, + "n_pred": 17082.5, + "n_ref": 27431.875 + }, + "7": { + "Dice": 0.11996266004774779, + "FN": 6577.625, + "FP": 1136.875, + "IoU": 0.07796173577509839, + "TN": 164493.5, + "TP": 3024.0, + "n_pred": 4160.875, + "n_ref": 9601.625 + }, + "8": { + "Dice": 0.6300896316578039, + "FN": 91.5, + "FP": 192.75, + "IoU": 0.5973461832124315, + "TN": 173500.25, + "TP": 1447.5, + "n_pred": 1640.25, + "n_ref": 1539.0 + }, + "9": { + "Dice": 0.7958103896247135, + "FN": 884.25, + "FP": 424.125, + "IoU": 0.6663821762491915, + "TN": 171289.75, + "TP": 2633.875, + "n_pred": 3058.0, + "n_ref": 3518.125 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7440758293838863, + "FN": 392, + "FP": 40, + "IoU": 0.5924528301886792, + "TN": 174172, + "TP": 628, + "n_pred": 668, + "n_ref": 1020 + }, + "10": { + "Dice": 0.2664845883730004, + "FN": 7138, + "FP": 382, + "IoU": 0.15372496061219895, + "TN": 166346, + "TP": 1366, + "n_pred": 1748, + "n_ref": 8504 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.08961007507871155, + "FN": 3759, + "FP": 0, + "IoU": 0.04690669371196755, + "TN": 171288, + "TP": 185, + "n_pred": 185, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6413063309615034, + "FN": 813, + "FP": 3119, + "IoU": 0.472002148516181, + "TN": 167785, + "TP": 3515, + "n_pred": 6634, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8541039301984402, + "FN": 5687, + "FP": 1871, + "IoU": 0.7453589838617297, + "TN": 145551, + "TP": 22123, + "n_pred": 23994, + "n_ref": 27810 + }, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 175124, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9401075468199518, + "FN": 715, + "FP": 254, + "IoU": 0.8869839048285514, + "TN": 166658, + "TP": 7605, + "n_pred": 7859, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.06363321399699734, + "FN": 32408, + "FP": 24, + "IoU": 0.03286216973817618, + "TN": 141698, + "TP": 1102, + "n_pred": 1126, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 257, + "IoU": 0.0, + "TN": 174975, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 593, + "IoU": 0.0, + "TN": 174639, + "TP": 0, + "n_pred": 593, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2124, + "IoU": 0.0, + "TN": 173108, + "TP": 0, + "n_pred": 2124, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.004983875696276752, + "FN": 48985, + "FP": 12107, + "IoU": 0.002498163115356356, + "TN": 113987, + "TP": 153, + "n_pred": 12260, + "n_ref": 49138 + }, + "7": { + "Dice": 0.182360828755569, + "FN": 18903, + "FP": 0, + "IoU": 0.10032839940983294, + "TN": 154221, + "TP": 2108, + "n_pred": 2108, + "n_ref": 21011 + }, + "8": { + "Dice": 0.95016134815346, + "FN": 17, + "FP": 400, + "IoU": 0.9050546448087432, + "TN": 170840, + "TP": 3975, + "n_pred": 4375, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 175046, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44148, + "IoU": 0.0, + "TN": 131084, + "TP": 0, + "n_pred": 44148, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7750077560608075, + "FN": 40033, + "FP": 579, + "IoU": 0.6326633983972214, + "TN": 64674, + "TP": 69946, + "n_pred": 70525, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 1196, + "IoU": 0.0, + "TN": 170339, + "TP": 0, + "n_pred": 1196, + "n_ref": 3697 + }, + "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": 0.0, + "FN": 0, + "FP": 933, + "IoU": 0.0, + "TN": 174299, + "TP": 0, + "n_pred": 933, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 174903, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.0002548582351067219, + "FN": 60222, + "FP": 2542, + "IoU": 0.00012744535780284203, + "TN": 112460, + "TP": 8, + "n_pred": 2550, + "n_ref": 60230 + }, + "7": { + "Dice": 0.5374151315309177, + "FN": 33718, + "FP": 4300, + "IoU": 0.36744201524075737, + "TN": 115130, + "TP": 22084, + "n_pred": 26384, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1096, + "IoU": 0.0, + "TN": 174136, + "TP": 0, + "n_pred": 1096, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 158, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 158, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20567, + "IoU": 0.0, + "TN": 154665, + "TP": 0, + "n_pred": 20567, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 780, + "IoU": 0.0, + "TN": 174452, + "TP": 0, + "n_pred": 780, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7265400115141047, + "FN": 3680, + "FP": 2970, + "IoU": 0.5705244122965641, + "TN": 159748, + "TP": 8834, + "n_pred": 11804, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 172657, + "FP": 0, + "IoU": 0.0, + "TN": 2575, + "TP": 0, + "n_pred": 0, + "n_ref": 172657 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 30520, + "IoU": 0.0, + "TN": 144712, + "TP": 0, + "n_pred": 30520, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3101, + "IoU": 0.0, + "TN": 172131, + "TP": 0, + "n_pred": 3101, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4897, + "IoU": 0.0, + "TN": 170335, + "TP": 0, + "n_pred": 4897, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 174807, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5467365028203062, + "FN": 4616, + "FP": 2134, + "IoU": 0.37621291932353756, + "TN": 164411, + "TP": 4071, + "n_pred": 6205, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8865659302806228, + "FN": 10335, + "FP": 2014, + "IoU": 0.7962446582077978, + "TN": 114625, + "TP": 48258, + "n_pred": 50272, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2304, + "IoU": 0.0, + "TN": 172928, + "TP": 0, + "n_pred": 2304, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 238, + "IoU": 0.0, + "TN": 174994, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 728, + "IoU": 0.0, + "TN": 174504, + "TP": 0, + "n_pred": 728, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 174344, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "9": { + "Dice": 0.8650807677353222, + "FN": 3394, + "FP": 423, + "IoU": 0.7622399402018188, + "TN": 159178, + "TP": 12237, + "n_pred": 12660, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850630/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2220.5566666666664, + "FP": 1100.0133333333335, + "IoU": NaN, + "TN": 169814.85833333334, + "TP": 2096.5716666666667, + "n_pred": 3196.585, + "n_ref": 4317.128333333333 + }, + "mean": { + "1": { + "Dice": 0.27728546847209795, + "FN": 2402.85, + "FP": 1789.45, + "IoU": 0.2223044938482635, + "TN": 168371.45, + "TP": 2668.25, + "n_pred": 4457.7, + "n_ref": 5071.1 + }, + "10": { + "Dice": 0.17150492250860463, + "FN": 2207.85, + "FP": 485.1, + "IoU": 0.1268273654841307, + "TN": 171807.75, + "TP": 731.3, + "n_pred": 1216.4, + "n_ref": 2939.15 + }, + "11": { + "Dice": NaN, + "FN": 135.525, + "FP": 12.35, + "IoU": NaN, + "TN": 175020.075, + "TP": 64.05, + "n_pred": 76.4, + "n_ref": 199.575 + }, + "12": { + "Dice": 0.01792201501574231, + "FN": 158.0, + "FP": 4.35, + "IoU": 0.009381338742393509, + "TN": 175065.025, + "TP": 4.625, + "n_pred": 8.975, + "n_ref": 162.625 + }, + "13": { + "Dice": 0.21039380540133337, + "FN": 2271.2, + "FP": 533.225, + "IoU": 0.16292557812379432, + "TN": 171703.9, + "TP": 723.675, + "n_pred": 1256.9, + "n_ref": 2994.875 + }, + "14": { + "Dice": 0.18792725431447632, + "FN": 7433.825, + "FP": 781.3, + "IoU": 0.14723740734774937, + "TN": 164466.35, + "TP": 2550.525, + "n_pred": 3331.825, + "n_ref": 9984.35 + }, + "15": { + "Dice": 0.13286296805856715, + "FN": 2035.825, + "FP": 242.3, + "IoU": 0.0943583925537793, + "TN": 172767.075, + "TP": 186.8, + "n_pred": 429.1, + "n_ref": 2222.625 + }, + "2": { + "Dice": 0.3124840447473752, + "FN": 711.95, + "FP": 1795.875, + "IoU": 0.27741803982437135, + "TN": 169623.3, + "TP": 3100.875, + "n_pred": 4896.75, + "n_ref": 3812.825 + }, + "3": { + "Dice": 0.26976975133167524, + "FN": 2643.875, + "FP": 685.35, + "IoU": 0.24395318781759218, + "TN": 170013.05, + "TP": 1889.725, + "n_pred": 2575.075, + "n_ref": 4533.6 + }, + "4": { + "Dice": NaN, + "FN": 618.85, + "FP": 58.5, + "IoU": NaN, + "TN": 174501.9, + "TP": 52.75, + "n_pred": 111.25, + "n_ref": 671.6 + }, + "5": { + "Dice": NaN, + "FN": 337.925, + "FP": 13.925, + "IoU": NaN, + "TN": 174750.225, + "TP": 129.925, + "n_pred": 143.85, + "n_ref": 467.85 + }, + "6": { + "Dice": 0.2679193794580052, + "FN": 5730.125, + "FP": 7183.35, + "IoU": 0.23865296480360138, + "TN": 150378.25, + "TP": 11940.275, + "n_pred": 19123.625, + "n_ref": 17670.4 + }, + "7": { + "Dice": 0.23373300887166698, + "FN": 4005.825, + "FP": 1042.8, + "IoU": 0.18467626300420686, + "TN": 167575.65, + "TP": 2607.725, + "n_pred": 3650.525, + "n_ref": 6613.55 + }, + "8": { + "Dice": 0.5017833874458063, + "FN": 1257.475, + "FP": 313.325, + "IoU": 0.41938546140952787, + "TN": 171384.575, + "TP": 2276.625, + "n_pred": 2589.95, + "n_ref": 3534.1 + }, + "9": { + "Dice": 0.38556489994819737, + "FN": 1357.25, + "FP": 1559.0, + "IoU": 0.30348411978578305, + "TN": 169794.3, + "TP": 2521.45, + "n_pred": 4080.45, + "n_ref": 3878.7 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_001/summary.json b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85b196fbb373f254a4eaf040edae6c6eb58d0986 --- /dev/null +++ b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.36028762525819114, + "FN": 72974.45866666666, + "FP": 39864.18933333333, + "IoU": 0.2648966320404424, + "TN": 96230506.12000002, + "TP": 113616.07199999999, + "n_pred": 153480.26133333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.43204069477179047, + "FN": 130318.28, + "FP": 17696.86, + "IoU": 0.31452626288820096, + "TN": 96244975.84, + "TP": 63969.86, + "n_pred": 81666.72, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.3354745907990237, + "FN": 51339.1, + "FP": 20063.92, + "IoU": 0.22343737662325214, + "TN": 96362674.36, + "TP": 22883.46, + "n_pred": 42947.38, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.21879876092236475, + "FN": 48323.62, + "FP": 12335.02, + "IoU": 0.13256252819662215, + "TN": 96386767.68, + "TP": 9534.52, + "n_pred": 21869.54, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5403369106958852, + "FN": 77634.98, + "FP": 17180.9, + "IoU": 0.4141860071425282, + "TN": 96301421.8, + "TP": 60723.16, + "n_pred": 77904.06, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.43595880709196605, + "FN": 34318.66, + "FP": 7053.88, + "IoU": 0.31068050054777563, + "TN": 96395859.92, + "TP": 19728.38, + "n_pred": 26782.26, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.3670610152195296, + "FN": 94499.66, + "FP": 54388.46, + "IoU": 0.25722552972071366, + "TN": 96245730.68, + "TP": 62342.04, + "n_pred": 116730.5, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.3976865064996502, + "FN": 103182.56, + "FP": 61815.06, + "IoU": 0.2701682208668632, + "TN": 96231743.2, + "TP": 60220.02, + "n_pred": 122035.08, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.18414704930976936, + "FN": 23857.1, + "FP": 720.02, + "IoU": 0.12089140506368314, + "TN": 96429663.32, + "TP": 2720.4, + "n_pred": 3440.42, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.05495815724411895, + "FN": 16312.92, + "FP": 357.04, + "IoU": 0.031065151424097617, + "TN": 96439451.64, + "TP": 839.24, + "n_pred": 1196.28, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8248644100711584, + "FN": 207617.58, + "FP": 284043.04, + "IoU": 0.7122953034391257, + "TN": 94813694.18, + "TP": 1151606.04, + "n_pred": 1435649.08, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.41591285556082397, + "FN": 196858.56, + "FP": 97256.44, + "IoU": 0.2890602103219657, + "TN": 96020779.74, + "TP": 142066.1, + "n_pred": 239322.54, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6666927160799614, + "FN": 59123.36, + "FP": 10439.5, + "IoU": 0.5233634598795952, + "TN": 96314152.16, + "TP": 73245.82, + "n_pred": 83685.32, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5303819046068253, + "FN": 43293.46, + "FP": 14612.7, + "IoU": 0.37398752449221184, + "TN": 96364692.64, + "TP": 34362.04, + "n_pred": 48974.74, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.702784132747989, + "FN": 30177, + "FP": 22698, + "IoU": 0.5417634416057129, + "TN": 119477932, + "TP": 62513, + "n_pred": 85211, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5356945920675132, + "FN": 41819, + "FP": 16280, + "IoU": 0.36583528898106205, + "TN": 119501705, + "TP": 33516, + "n_pred": 49796, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.19678887715042193, + "FN": 45213, + "FP": 16370, + "IoU": 0.1091324663300881, + "TN": 119524193, + "TP": 7544, + "n_pred": 23914, + "n_ref": 52757 + }, + "14": { + "Dice": 0.28575223295812996, + "FN": 204455, + "FP": 10655, + "IoU": 0.16669249244595954, + "TN": 119335180, + "TP": 43030, + "n_pred": 53685, + "n_ref": 247485 + }, + "15": { + "Dice": 0.014752053675110748, + "FN": 32177, + "FP": 59455, + "IoU": 0.00743083688988063, + "TN": 119501002, + "TP": 686, + "n_pred": 60141, + "n_ref": 32863 + }, + "2": { + "Dice": 0.18828701289024663, + "FN": 125636, + "FP": 5092, + "IoU": 0.10392761669751183, + "TN": 119447430, + "TP": 15162, + "n_pred": 20254, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6690887695815253, + "FN": 33914, + "FP": 101068, + "IoU": 0.5027298247165182, + "TN": 119321874, + "TP": 136464, + "n_pred": 237532, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0011316290314284244, + "FN": 77660, + "FP": 16, + "IoU": 0.000566134843026248, + "TN": 119515600, + "TP": 44, + "n_pred": 60, + "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": 0.9366351284033027, + "FN": 104576, + "FP": 41194, + "IoU": 0.8808219581270317, + "TN": 118370192, + "TP": 1077358, + "n_pred": 1118552, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 137514, + "IoU": 0.0, + "TN": 119455806, + "TP": 0, + "n_pred": 137514, + "n_ref": 0 + }, + "8": { + "Dice": 0.6714130016814677, + "FN": 138962, + "FP": 5451, + "IoU": 0.505358702539775, + "TN": 119301365, + "TP": 147542, + "n_pred": 152993, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6323801333046657, + "FN": 39769, + "FP": 2976, + "IoU": 0.46239466733744183, + "TN": 119513810, + "TP": 36765, + "n_pred": 39741, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5753963825212235, + "FN": 111228, + "FP": 2908, + "IoU": 0.4038992850092181, + "TN": 72634189, + "TP": 77335, + "n_pred": 80243, + "n_ref": 188563 + }, + "10": { + "Dice": 0.432467088391178, + "FN": 43156, + "FP": 23234, + "IoU": 0.2758902764901565, + "TN": 72733975, + "TP": 25295, + "n_pred": 48529, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3438924274593064, + "FN": 38035, + "FP": 8319, + "IoU": 0.20765102047793238, + "TN": 72767158, + "TP": 12148, + "n_pred": 20467, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7730406213798735, + "FN": 15829, + "FP": 20024, + "IoU": 0.630045814759782, + "TN": 72728748, + "TP": 61059, + "n_pred": 81083, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5499724230021191, + "FN": 23535, + "FP": 7471, + "IoU": 0.3792841127482383, + "TN": 72775708, + "TP": 18946, + "n_pred": 26417, + "n_ref": 42481 + }, + "2": { + "Dice": 0.41228385187119804, + "FN": 97957, + "FP": 10057, + "IoU": 0.2596710075394106, + "TN": 72679760, + "TP": 37886, + "n_pred": 47943, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7119850187265918, + "FN": 24493, + "FP": 58559, + "IoU": 0.5527769700494329, + "TN": 72639954, + "TP": 102654, + "n_pred": 161213, + "n_ref": 127147 + }, + "4": { + "Dice": 0.481111262426801, + "FN": 18178, + "FP": 873, + "IoU": 0.3167521428827601, + "TN": 72797777, + "TP": 8832, + "n_pred": 9705, + "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": 0.8781762376915441, + "FN": 130263, + "FP": 168693, + "IoU": 0.7828112286411717, + "TN": 71449180, + "TP": 1077524, + "n_pred": 1246217, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.4979958218208774, + "FN": 146509, + "FP": 39722, + "IoU": 0.3315542187270058, + "TN": 72547057, + "TP": 92372, + "n_pred": 132094, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8787113610122875, + "FN": 11389, + "FP": 1532, + "IoU": 0.7836620567257141, + "TN": 72765934, + "TP": 46805, + "n_pred": 48337, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5910721627875104, + "FN": 41327, + "FP": 9396, + "IoU": 0.41951911742827386, + "TN": 72738279, + "TP": 36658, + "n_pred": 46054, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44030594506895354, + "FN": 184053, + "FP": 9131, + "IoU": 0.2823027655179588, + "TN": 71540316, + "TP": 75988, + "n_pred": 85119, + "n_ref": 260041 + }, + "10": { + "Dice": 0.43594063144442186, + "FN": 63700, + "FP": 13980, + "IoU": 0.2787238388828019, + "TN": 71701790, + "TP": 30018, + "n_pred": 43998, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.28585435422051875, + "FN": 51073, + "FP": 13023, + "IoU": 0.16676199885601373, + "TN": 71732564, + "TP": 12828, + "n_pred": 25851, + "n_ref": 63901 + }, + "14": { + "Dice": 0.28652835462472687, + "FN": 434832, + "FP": 126, + "IoU": 0.16722094900028145, + "TN": 71287191, + "TP": 87339, + "n_pred": 87465, + "n_ref": 522171 + }, + "15": { + "Dice": 0.05570413099510867, + "FN": 175487, + "FP": 0, + "IoU": 0.028650027952596822, + "TN": 71628825, + "TP": 5176, + "n_pred": 5176, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0483680385249922, + "FN": 142535, + "FP": 28203, + "IoU": 0.024783381026633994, + "TN": 71634411, + "TP": 4339, + "n_pred": 32542, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5667963878412694, + "FN": 52968, + "FP": 148849, + "IoU": 0.3954751320976264, + "TN": 71475644, + "TP": 132027, + "n_pred": 280876, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6705982905982906, + "FN": 6129, + "FP": 1579, + "IoU": 0.5044361579015044, + "TN": 71793934, + "TP": 7846, + "n_pred": 9425, + "n_ref": 13975 + }, + "5": { + "Dice": 0.08214351937697015, + "FN": 9900, + "FP": 0, + "IoU": 0.042830900125688874, + "TN": 71799145, + "TP": 443, + "n_pred": 443, + "n_ref": 10343 + }, + "6": { + "Dice": 0.860786226736543, + "FN": 80053, + "FP": 297791, + "IoU": 0.7555967518463945, + "TN": 70263502, + "TP": 1168142, + "n_pred": 1465933, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.646738195481914, + "FN": 92282, + "FP": 63782, + "IoU": 0.4779106255143482, + "TN": 71510566, + "TP": 142858, + "n_pred": 206640, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8696846912747835, + "FN": 12873, + "FP": 7614, + "IoU": 0.7694177762270819, + "TN": 71720639, + "TP": 68362, + "n_pred": 75976, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7385668134294788, + "FN": 33974, + "FP": 4384, + "IoU": 0.5854981629565593, + "TN": 71716948, + "TP": 54182, + "n_pred": 58566, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8184082977372275, + "FN": 63408, + "FP": 3506, + "IoU": 0.6926320624712907, + "TN": 135227810, + "TP": 150786, + "n_pred": 154292, + "n_ref": 214194 + }, + "10": { + "Dice": 0.594133419000902, + "FN": 37050, + "FP": 28646, + "IoU": 0.4226101018623496, + "TN": 135331729, + "TP": 48085, + "n_pred": 76731, + "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": 0.47139211061932607, + "FN": 25982, + "FP": 6742, + "IoU": 0.308380006340484, + "TN": 135398195, + "TP": 14591, + "n_pred": 21333, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7145331552415012, + "FN": 60097, + "FP": 6157, + "IoU": 0.5558549861904379, + "TN": 135296338, + "TP": 82918, + "n_pred": 89075, + "n_ref": 143015 + }, + "15": { + "Dice": 0.44321170924811837, + "FN": 34281, + "FP": 8477, + "IoU": 0.28469619914346894, + "TN": 135385734, + "TP": 17018, + "n_pred": 25495, + "n_ref": 51299 + }, + "2": { + "Dice": 0.17445966166066879, + "FN": 188960, + "FP": 5799, + "IoU": 0.09556604036445031, + "TN": 135230172, + "TP": 20579, + "n_pred": 26378, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5371149066358694, + "FN": 112224, + "FP": 85371, + "IoU": 0.36716137793207704, + "TN": 135133274, + "TP": 114641, + "n_pred": 200012, + "n_ref": 226865 + }, + "4": { + "Dice": 0.10066330459841502, + "FN": 34815, + "FP": 1386, + "IoU": 0.05299918905485652, + "TN": 135407283, + "TP": 2026, + "n_pred": 3412, + "n_ref": 36841 + }, + "5": { + "Dice": 0.05877339515221764, + "FN": 27182, + "FP": 427, + "IoU": 0.030276421622001334, + "TN": 135417039, + "TP": 862, + "n_pred": 1289, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9103457482978344, + "FN": 203132, + "FP": 84292, + "IoU": 0.8354445888462045, + "TN": 133698840, + "TP": 1459246, + "n_pred": 1543538, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5392371074314897, + "FN": 76066, + "FP": 133970, + "IoU": 0.3691475941611101, + "TN": 135112570, + "TP": 122904, + "n_pred": 256874, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6324789816781973, + "FN": 150304, + "FP": 11614, + "IoU": 0.46250037345266115, + "TN": 135144267, + "TP": 139325, + "n_pred": 150939, + "n_ref": 289629 + }, + "9": { + "Dice": 0.6088846997956671, + "FN": 53783, + "FP": 3066, + "IoU": 0.43769535113748764, + "TN": 135344410, + "TP": 44251, + "n_pred": 47317, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03341879139938485, + "FN": 251580, + "FP": 16481, + "IoU": 0.016993344212398467, + "TN": 105481310, + "TP": 4634, + "n_pred": 21115, + "n_ref": 256214 + }, + "10": { + "Dice": 0.03457580438059438, + "FN": 58627, + "FP": 45131, + "IoU": 0.017592031510377217, + "TN": 105648389, + "TP": 1858, + "n_pred": 46989, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.230073997214865, + "FN": 68263, + "FP": 16328, + "IoU": 0.12999074359765506, + "TN": 105656775, + "TP": 12639, + "n_pred": 28967, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7735506640604813, + "FN": 69667, + "FP": 4826, + "IoU": 0.6307237008432188, + "TN": 105552278, + "TP": 127234, + "n_pred": 132060, + "n_ref": 196901 + }, + "15": { + "Dice": 0.506381761938184, + "FN": 18192, + "FP": 797, + "IoU": 0.33903024818128025, + "TN": 105725276, + "TP": 9740, + "n_pred": 10537, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7581723118890656, + "FN": 27820, + "FP": 51965, + "IoU": 0.6105293988430841, + "TN": 105549150, + "TP": 125070, + "n_pred": 177035, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7170700587186064, + "FN": 61308, + "FP": 25616, + "IoU": 0.558931579695143, + "TN": 105556929, + "TP": 110152, + "n_pred": 135768, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 12, + "IoU": 0.0, + "TN": 105713139, + "TP": 0, + "n_pred": 12, + "n_ref": 40854 + }, + "5": { + "Dice": 0.000484027105517909, + "FN": 12362, + "FP": 28, + "IoU": 0.0002420721374969741, + "TN": 105741612, + "TP": 3, + "n_pred": 31, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8386944536805637, + "FN": 129111, + "FP": 412293, + "IoU": 0.7221996453376681, + "TN": 103805109, + "TP": 1407492, + "n_pred": 1819785, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.47170481536227754, + "FN": 124300, + "FP": 198435, + "IoU": 0.30864771420063963, + "TN": 105287188, + "TP": 144082, + "n_pred": 342517, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8522465756796338, + "FN": 19417, + "FP": 4595, + "IoU": 0.742534552823735, + "TN": 105660742, + "TP": 69251, + "n_pred": 73846, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5647346884014222, + "FN": 41133, + "FP": 10775, + "IoU": 0.3934705896099647, + "TN": 105668423, + "TP": 33674, + "n_pred": 44449, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21302363153778098, + "FN": 220026, + "FP": 25476, + "IoU": 0.119208980766264, + "TN": 96859151, + "TP": 33227, + "n_pred": 58703, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6814669137576743, + "FN": 31490, + "FP": 44311, + "IoU": 0.5168371737259776, + "TN": 96980995, + "TP": 81084, + "n_pred": 125395, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.48289053304186985, + "FN": 26923, + "FP": 22281, + "IoU": 0.3182964338163983, + "TN": 97065702, + "TP": 22974, + "n_pred": 45255, + "n_ref": 49897 + }, + "14": { + "Dice": 0.604317076570641, + "FN": 149581, + "FP": 862, + "IoU": 0.4329902346915316, + "TN": 96872553, + "TP": 114884, + "n_pred": 115746, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 0, + "IoU": 0.0, + "TN": 97115508, + "TP": 0, + "n_pred": 0, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6160413702148336, + "FN": 40378, + "FP": 81315, + "IoU": 0.44512990269836494, + "TN": 96918562, + "TP": 97625, + "n_pred": 178940, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5094095503735765, + "FN": 64954, + "FP": 115155, + "IoU": 0.3417501772544204, + "TN": 96864262, + "TP": 93509, + "n_pred": 208664, + "n_ref": 158463 + }, + "4": { + "Dice": 0.609873341976663, + "FN": 12208, + "FP": 7351, + "IoU": 0.4387178236290068, + "TN": 97103033, + "TP": 15288, + "n_pred": 22639, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8329836169612986, + "FN": 101185, + "FP": 459888, + "IoU": 0.7137719993204883, + "TN": 95177649, + "TP": 1399158, + "n_pred": 1859046, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7015206713832034, + "FN": 96639, + "FP": 37480, + "IoU": 0.5402632571213108, + "TN": 96846150, + "TP": 157611, + "n_pred": 195091, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8667904, + "FN": 26479, + "FP": 4742, + "IoU": 0.7648985677495143, + "TN": 97005082, + "TP": 101577, + "n_pred": 106319, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7138099047342011, + "FN": 19502, + "FP": 19852, + "IoU": 0.5549800977021893, + "TN": 97049448, + "TP": 49078, + "n_pred": 68930, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.821536379231653, + "FN": 43010, + "FP": 13687, + "IoU": 0.6971249385670634, + "TN": 130579596, + "TP": 130499, + "n_pred": 144186, + "n_ref": 173509 + }, + "10": { + "Dice": 0.35955041145380345, + "FN": 50377, + "FP": 45351, + "IoU": 0.219177970456529, + "TN": 130644193, + "TP": 26871, + "n_pred": 72222, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.17479469436187836, + "FN": 53928, + "FP": 16311, + "IoU": 0.09576714127552202, + "TN": 130689114, + "TP": 7439, + "n_pred": 23750, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6228496303799651, + "FN": 87178, + "FP": 319, + "IoU": 0.45227423534861594, + "TN": 130607046, + "TP": 72249, + "n_pred": 72568, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6522271226360634, + "FN": 14667, + "FP": 394, + "IoU": 0.4839295504385965, + "TN": 130737608, + "TP": 14123, + "n_pred": 14517, + "n_ref": 28790 + }, + "2": { + "Dice": 0.048669262208642816, + "FN": 162062, + "FP": 4829, + "IoU": 0.02494157513437719, + "TN": 130595632, + "TP": 4269, + "n_pred": 9098, + "n_ref": 166331 + }, + "3": { + "Dice": 0.24415795111433117, + "FN": 130835, + "FP": 87202, + "IoU": 0.13905462126806, + "TN": 130513539, + "TP": 35216, + "n_pred": 122418, + "n_ref": 166051 + }, + "4": { + "Dice": 0.4945335098298769, + "FN": 19849, + "FP": 771, + "IoU": 0.328491874816817, + "TN": 130736085, + "TP": 10087, + "n_pred": 10858, + "n_ref": 29936 + }, + "5": { + "Dice": 0.18254408339802594, + "FN": 28017, + "FP": 1467, + "IoU": 0.10043934586282646, + "TN": 130734016, + "TP": 3292, + "n_pred": 4759, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9162438501887403, + "FN": 140832, + "FP": 77877, + "IoU": 0.8454335879416305, + "TN": 129351808, + "TP": 1196275, + "n_pred": 1274152, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7227479312293607, + "FN": 155889, + "FP": 66346, + "IoU": 0.5658616250471284, + "TN": 130254893, + "TP": 289664, + "n_pred": 356010, + "n_ref": 445553 + }, + "8": { + "Dice": 0.736031741020217, + "FN": 90344, + "FP": 9984, + "IoU": 0.5823182155019525, + "TN": 130526590, + "TP": 139874, + "n_pred": 149858, + "n_ref": 230218 + }, + "9": { + "Dice": 0.5568115452999883, + "FN": 59125, + "FP": 9173, + "IoU": 0.3858203989136886, + "TN": 130655590, + "TP": 42904, + "n_pred": 52077, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32273122574480007, + "FN": 153900, + "FP": 43129, + "IoU": 0.19241473441733306, + "TN": 71992035, + "TP": 46944, + "n_pred": 90073, + "n_ref": 200844 + }, + "10": { + "Dice": 0.08257780285019678, + "FN": 59589, + "FP": 8714, + "IoU": 0.04306709444218726, + "TN": 72164631, + "TP": 3074, + "n_pred": 11788, + "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": 0.18728268527145878, + "FN": 62197, + "FP": 9327, + "IoU": 0.10331599072274807, + "TN": 72156243, + "TP": 8241, + "n_pred": 17568, + "n_ref": 70438 + }, + "14": { + "Dice": 0.17296419024375445, + "FN": 48190, + "FP": 197151, + "IoU": 0.09466929401171972, + "TN": 71965012, + "TP": 25655, + "n_pred": 222806, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7547560040651131, + "FN": 7150, + "FP": 6605, + "IoU": 0.6061109361129406, + "TN": 72201087, + "TP": 21166, + "n_pred": 27771, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5881737629942392, + "FN": 50261, + "FP": 57614, + "IoU": 0.41660492458452536, + "TN": 72051099, + "TP": 77034, + "n_pred": 134648, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7935561523165814, + "FN": 32757, + "FP": 37738, + "IoU": 0.6577646807519031, + "TN": 72030024, + "TP": 135489, + "n_pred": 173227, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 72235863, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "5": { + "Dice": 0.01711049524039041, + "FN": 8156, + "FP": 1, + "IoU": 0.008629071463296062, + "TN": 72227780, + "TP": 71, + "n_pred": 72, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6913183148853602, + "FN": 492818, + "FP": 417154, + "IoU": 0.5282555129705213, + "TN": 70307057, + "TP": 1018979, + "n_pred": 1436133, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.1641782177598644, + "FN": 260502, + "FP": 541413, + "IoU": 0.08943036810442911, + "TN": 71355334, + "TP": 78759, + "n_pred": 620172, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8143842668028568, + "FN": 17349, + "FP": 5548, + "IoU": 0.686887196247624, + "TN": 72162881, + "TP": 50230, + "n_pred": 55778, + "n_ref": 67579 + }, + "9": { + "Dice": 0.059263725351113634, + "FN": 47949, + "FP": 5101, + "IoU": 0.030536722647612435, + "TN": 72181287, + "TP": 1671, + "n_pred": 6772, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00023280989907690876, + "FN": 88972, + "FP": 82802, + "IoU": 0.00011641850122821519, + "TN": 52381326, + "TP": 20, + "n_pred": 82822, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 5780, + "IoU": 0.0, + "TN": 52500156, + "TP": 0, + "n_pred": 5780, + "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": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 4646, + "IoU": 0.0, + "TN": 52523205, + "TP": 0, + "n_pred": 4646, + "n_ref": 25269 + }, + "2": { + "Dice": 0.3474585882704074, + "FN": 105972, + "FP": 3345, + "IoU": 0.2102571141662031, + "TN": 52414699, + "TP": 29104, + "n_pred": 32449, + "n_ref": 135076 + }, + "3": { + "Dice": 0.48034065400013887, + "FN": 91203, + "FP": 21072, + "IoU": 0.31608442725306857, + "TN": 52388955, + "TP": 51890, + "n_pred": 72962, + "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": 0.731868518603702, + "FN": 271643, + "FP": 95588, + "IoU": 0.5771235312271134, + "TN": 51684708, + "TP": 501181, + "n_pred": 596769, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0882281685198954, + "FN": 182503, + "FP": 35777, + "IoU": 0.046149946906367305, + "TN": 52324279, + "TP": 10561, + "n_pred": 46338, + "n_ref": 193064 + }, + "8": { + "Dice": 0.687522673438467, + "FN": 27314, + "FP": 1972, + "IoU": 0.523835848074922, + "TN": 52491616, + "TP": 32218, + "n_pred": 34190, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4622738559772969, + "FN": 52027, + "FP": 8607, + "IoU": 0.30062170548000505, + "TN": 52466423, + "TP": 26063, + "n_pred": 34670, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.512571575230324, + "FN": 176888, + "FP": 43416, + "IoU": 0.3446025144434726, + "TN": 143801112, + "TP": 115834, + "n_pred": 159250, + "n_ref": 292722 + }, + "10": { + "Dice": 0.48026586145902195, + "FN": 57959, + "FP": 29308, + "IoU": 0.31601965717510405, + "TN": 144009663, + "TP": 40320, + "n_pred": 69628, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.275353050491675, + "FN": 86002, + "FP": 10313, + "IoU": 0.15965763344792086, + "TN": 144022636, + "TP": 18299, + "n_pred": 28612, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7583555604144795, + "FN": 156904, + "FP": 4449, + "IoU": 0.6107670893831973, + "TN": 143722709, + "TP": 253188, + "n_pred": 257637, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7986974957246937, + "FN": 5619, + "FP": 2974, + "IoU": 0.6648595943837754, + "TN": 144111610, + "TP": 17047, + "n_pred": 20021, + "n_ref": 22666 + }, + "2": { + "Dice": 0.20061488601300806, + "FN": 119962, + "FP": 24084, + "IoU": 0.11149080008142066, + "TN": 143975129, + "TP": 18075, + "n_pred": 42159, + "n_ref": 138037 + }, + "3": { + "Dice": 0.4606580215167267, + "FN": 99136, + "FP": 76628, + "IoU": 0.2992564537027808, + "TN": 143886425, + "TP": 75061, + "n_pred": 151689, + "n_ref": 174197 + }, + "4": { + "Dice": 0.006920953380769081, + "FN": 50992, + "FP": 90, + "IoU": 0.0034724931720639877, + "TN": 144085990, + "TP": 178, + "n_pred": 268, + "n_ref": 51170 + }, + "5": { + "Dice": 0.22170838598661038, + "FN": 28009, + "FP": 938, + "IoU": 0.12467493196250377, + "TN": 144104180, + "TP": 4123, + "n_pred": 5061, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7764014035392924, + "FN": 108969, + "FP": 610796, + "IoU": 0.6345229602134677, + "TN": 142167865, + "TP": 1249620, + "n_pred": 1860416, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.4819480195062613, + "FN": 138125, + "FP": 100368, + "IoU": 0.3174779425863337, + "TN": 143787821, + "TP": 110936, + "n_pred": 211304, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7135768951166089, + "FN": 77463, + "FP": 44282, + "IoU": 0.5546984443981141, + "TN": 143863851, + "TP": 151654, + "n_pred": 195936, + "n_ref": 229117 + }, + "9": { + "Dice": 0.5866798325200854, + "FN": 48711, + "FP": 15750, + "IoU": 0.41510752200344797, + "TN": 144027040, + "TP": 45749, + "n_pred": 61499, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7398030257538011, + "FN": 77262, + "FP": 18931, + "IoU": 0.5870534851873634, + "TN": 111545977, + "TP": 136750, + "n_pred": 155681, + "n_ref": 214012 + }, + "10": { + "Dice": 0.15038141122151963, + "FN": 40009, + "FP": 27709, + "IoU": 0.08130401161292074, + "TN": 111705209, + "TP": 5993, + "n_pred": 33702, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3752275404218867, + "FN": 38926, + "FP": 7752, + "IoU": 0.23094159321196145, + "TN": 111718225, + "TP": 14017, + "n_pred": 21769, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7860711089415019, + "FN": 19514, + "FP": 19927, + "IoU": 0.64754296131471, + "TN": 111667017, + "TP": 72462, + "n_pred": 92389, + "n_ref": 91976 + }, + "15": { + "Dice": 0.43747232589031565, + "FN": 7274, + "FP": 1619, + "IoU": 0.27997732977086875, + "TN": 111766569, + "TP": 3458, + "n_pred": 5077, + "n_ref": 10732 + }, + "2": { + "Dice": 0.06366880006663983, + "FN": 199430, + "FP": 2899, + "IoU": 0.03288115177239876, + "TN": 111569712, + "TP": 6879, + "n_pred": 9778, + "n_ref": 206309 + }, + "3": { + "Dice": 0.36525991440376715, + "FN": 14067, + "FP": 157528, + "IoU": 0.22343607869048318, + "TN": 111557953, + "TP": 49372, + "n_pred": 206900, + "n_ref": 63439 + }, + "4": { + "Dice": 0.3406651884700665, + "FN": 14838, + "FP": 30, + "IoU": 0.20530226094393073, + "TN": 111760211, + "TP": 3841, + "n_pred": 3871, + "n_ref": 18679 + }, + "5": { + "Dice": 0.017766116941529235, + "FN": 26179, + "FP": 27, + "IoU": 0.008962674431796694, + "TN": 111752477, + "TP": 237, + "n_pred": 264, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8815328098196624, + "FN": 238074, + "FP": 29811, + "IoU": 0.7881615281692146, + "TN": 110514348, + "TP": 996687, + "n_pred": 1026498, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.34417935528328003, + "FN": 181452, + "FP": 35542, + "IoU": 0.2078602875145108, + "TN": 111504986, + "TP": 56940, + "n_pred": 92482, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5027282134905453, + "FN": 181057, + "FP": 9233, + "IoU": 0.3357628307834082, + "TN": 111492441, + "TP": 96189, + "n_pred": 105422, + "n_ref": 277246 + }, + "9": { + "Dice": 0.546740405563935, + "FN": 47715, + "FP": 6377, + "IoU": 0.3762166151575257, + "TN": 111692204, + "TP": 32624, + "n_pred": 39001, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2772863035130138, + "FN": 136160, + "FP": 16282, + "IoU": 0.1609590172055084, + "TN": 198906189, + "TP": 29244, + "n_pred": 45526, + "n_ref": 165404 + }, + "10": { + "Dice": 0.1377234286785204, + "FN": 57248, + "FP": 16368, + "IoU": 0.07395433675073904, + "TN": 199008380, + "TP": 5879, + "n_pred": 22247, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.029713654729339723, + "FN": 35002, + "FP": 3661, + "IoU": 0.015080881416380079, + "TN": 199048620, + "TP": 592, + "n_pred": 4253, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6037985573423335, + "FN": 24138, + "FP": 5797, + "IoU": 0.4324580528960091, + "TN": 199035130, + "TP": 22810, + "n_pred": 28607, + "n_ref": 46948 + }, + "15": { + "Dice": 0.3635644312699659, + "FN": 107781, + "FP": 0, + "IoU": 0.22216849732257551, + "TN": 198949309, + "TP": 30785, + "n_pred": 30785, + "n_ref": 138566 + }, + "2": { + "Dice": 0.14991236348928139, + "FN": 118459, + "FP": 7643, + "IoU": 0.08102987152112286, + "TN": 198950654, + "TP": 11119, + "n_pred": 18762, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6403802255841017, + "FN": 24372, + "FP": 104182, + "IoU": 0.4709994938542382, + "TN": 198844862, + "TP": 114459, + "n_pred": 218641, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.19336092277890288, + "FN": 17872, + "FP": 450, + "IoU": 0.10702797543620236, + "TN": 199067357, + "TP": 2196, + "n_pred": 2646, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8582546892498951, + "FN": 125807, + "FP": 214149, + "IoU": 0.751704150802282, + "TN": 197718718, + "TP": 1029201, + "n_pred": 1243350, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.1451565550548273, + "FN": 136399, + "FP": 96539, + "IoU": 0.07825811685099816, + "TN": 198835160, + "TP": 19777, + "n_pred": 116316, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7388553402433529, + "FN": 36379, + "FP": 21569, + "IoU": 0.5858608959149253, + "TN": 198947951, + "TP": 81976, + "n_pred": 103545, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6318783475958875, + "FN": 52081, + "FP": 7713, + "IoU": 0.4618583051335589, + "TN": 198976763, + "TP": 51318, + "n_pred": 59031, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6816764210163103, + "FN": 81645, + "FP": 14299, + "IoU": 0.5170782286559892, + "TN": 130876518, + "TP": 102730, + "n_pred": 117029, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6050416226990268, + "FN": 31117, + "FP": 36255, + "IoU": 0.43373453469607315, + "TN": 130956216, + "TP": 51604, + "n_pred": 87859, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2726628375901259, + "FN": 73424, + "FP": 15853, + "IoU": 0.15785154370772844, + "TN": 130969181, + "TP": 16734, + "n_pred": 32587, + "n_ref": 90158 + }, + "14": { + "Dice": 0.06696610010525328, + "FN": 53400, + "FP": 36133, + "IoU": 0.034643003471847844, + "TN": 130982446, + "TP": 3213, + "n_pred": 39346, + "n_ref": 56613 + }, + "15": { + "Dice": 0.49994019377217813, + "FN": 15040, + "FP": 10044, + "IoU": 0.33328017436142787, + "TN": 131037569, + "TP": 12539, + "n_pred": 22583, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7101304910847694, + "FN": 17676, + "FP": 98724, + "IoU": 0.5505444435863773, + "TN": 130816212, + "TP": 142580, + "n_pred": 241304, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5701633741768776, + "FN": 107987, + "FP": 15775, + "IoU": 0.3987612038184071, + "TN": 130869347, + "TP": 82083, + "n_pred": 97858, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 236, + "IoU": 0.0, + "TN": 131001876, + "TP": 0, + "n_pred": 236, + "n_ref": 73080 + }, + "5": { + "Dice": 0.05067917402692331, + "FN": 14283, + "FP": 1302, + "IoU": 0.025998375101556153, + "TN": 131059191, + "TP": 416, + "n_pred": 1718, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8193452006402009, + "FN": 84471, + "FP": 525612, + "IoU": 0.6939752424540048, + "TN": 129081618, + "TP": 1383491, + "n_pred": 1909103, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5847535926797001, + "FN": 356613, + "FP": 240682, + "IoU": 0.41318147119475995, + "TN": 130057339, + "TP": 420558, + "n_pred": 661240, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8022647537247588, + "FN": 32259, + "FP": 15028, + "IoU": 0.6698181056453584, + "TN": 130931977, + "TP": 95928, + "n_pred": 110956, + "n_ref": 128187 + }, + "9": { + "Dice": 0.4042227911310531, + "FN": 43201, + "FP": 22658, + "IoU": 0.2533077856260133, + "TN": 130986991, + "TP": 22342, + "n_pred": 45000, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6267098245010323, + "FN": 98980, + "FP": 39872, + "IoU": 0.4563564464977879, + "TN": 101361790, + "TP": 116558, + "n_pred": 156430, + "n_ref": 215538 + }, + "10": { + "Dice": 0.28720936505367645, + "FN": 35175, + "FP": 17677, + "IoU": 0.16768503937007875, + "TN": 101553700, + "TP": 10648, + "n_pred": 28325, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6165368075126527, + "FN": 28472, + "FP": 10851, + "IoU": 0.44564742369775145, + "TN": 101546265, + "TP": 31612, + "n_pred": 42463, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8129680587968929, + "FN": 15091, + "FP": 6387, + "IoU": 0.6848746276978154, + "TN": 101549043, + "TP": 46679, + "n_pred": 53066, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6241281322655644, + "FN": 11522, + "FP": 14668, + "IoU": 0.4536237326323695, + "TN": 101569266, + "TP": 21744, + "n_pred": 36412, + "n_ref": 33266 + }, + "2": { + "Dice": 0.06489125895467249, + "FN": 166283, + "FP": 8371, + "IoU": 0.033533649855572896, + "TN": 101436486, + "TP": 6060, + "n_pred": 14431, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6070719388391792, + "FN": 34330, + "FP": 145145, + "IoU": 0.43582432988912956, + "TN": 101299081, + "TP": 138644, + "n_pred": 283789, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3006989386487186, + "FN": 13309, + "FP": 198, + "IoU": 0.1769544817500457, + "TN": 101600789, + "TP": 2904, + "n_pred": 3102, + "n_ref": 16213 + }, + "5": { + "Dice": 0.3586529710050709, + "FN": 23475, + "FP": 1188, + "IoU": 0.21851135967552837, + "TN": 101585641, + "TP": 6896, + "n_pred": 8084, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7972734591378019, + "FN": 251709, + "FP": 400248, + "IoU": 0.6628883890483208, + "TN": 99683250, + "TP": 1281993, + "n_pred": 1682241, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7743381930055603, + "FN": 77099, + "FP": 127326, + "IoU": 0.6317714956823103, + "TN": 101062042, + "TP": 350733, + "n_pred": 478059, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6545831925471834, + "FN": 109895, + "FP": 18913, + "IoU": 0.48652818139418075, + "TN": 101366343, + "TP": 122049, + "n_pred": 140962, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6923859282479972, + "FN": 31302, + "FP": 12856, + "IoU": 0.5295032710379952, + "TN": 101523346, + "TP": 49696, + "n_pred": 62552, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.016907771107768296, + "FN": 209785, + "FP": 0, + "IoU": 0.008525963069913843, + "TN": 118970623, + "TP": 1804, + "n_pred": 1804, + "n_ref": 211589 + }, + "10": { + "Dice": 0.4462118041021348, + "FN": 50900, + "FP": 23188, + "IoU": 0.28717672413793105, + "TN": 119078276, + "TP": 29848, + "n_pred": 53036, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.1951676106166611, + "FN": 26924, + "FP": 23807, + "IoU": 0.10813614148588306, + "TN": 119125330, + "TP": 6151, + "n_pred": 29958, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 6571, + "IoU": 0.0, + "TN": 119109774, + "TP": 0, + "n_pred": 6571, + "n_ref": 65867 + }, + "15": { + "Dice": 0.033268749113936014, + "FN": 20368, + "FP": 89, + "IoU": 0.016915757604882502, + "TN": 119161403, + "TP": 352, + "n_pred": 441, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6192059198700516, + "FN": 66546, + "FP": 89583, + "IoU": 0.4484418993248996, + "TN": 118899143, + "TP": 126940, + "n_pred": 216523, + "n_ref": 193486 + }, + "3": { + "Dice": 0.14761171032357473, + "FN": 180714, + "FP": 7374, + "IoU": 0.0796872400598902, + "TN": 118977838, + "TP": 16286, + "n_pred": 23660, + "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": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8455358838331071, + "FN": 142618, + "FP": 440609, + "IoU": 0.7324055135126207, + "TN": 117002694, + "TP": 1596291, + "n_pred": 2036900, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.37223556623076237, + "FN": 213940, + "FP": 68328, + "IoU": 0.228679014302344, + "TN": 118816258, + "TP": 83686, + "n_pred": 152014, + "n_ref": 297626 + }, + "8": { + "Dice": 0.5678794178794179, + "FN": 49386, + "FP": 498, + "IoU": 0.3965304492995572, + "TN": 119099550, + "TP": 32778, + "n_pred": 33276, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5567954654723044, + "FN": 41513, + "FP": 28547, + "IoU": 0.38580495844583934, + "TN": 119068144, + "TP": 44008, + "n_pred": 72555, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 61332476, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.030072042760864514, + "FN": 33781, + "FP": 7955, + "IoU": 0.015265554585564967, + "TN": 61290097, + "TP": 647, + "n_pred": 8602, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.08841787372070914, + "FN": 49534, + "FP": 15666, + "IoU": 0.046253766712501095, + "TN": 61264118, + "TP": 3162, + "n_pred": 18828, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7346089409292132, + "FN": 111189, + "FP": 3974, + "IoU": 0.5805390639227828, + "TN": 61057930, + "TP": 159387, + "n_pred": 163361, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5516659384856628, + "FN": 52141, + "FP": 22768, + "IoU": 0.38089688915336045, + "TN": 61211484, + "TP": 46087, + "n_pred": 68855, + "n_ref": 98228 + }, + "2": { + "Dice": 0.621764090744179, + "FN": 58973, + "FP": 65088, + "IoU": 0.4511303809228863, + "TN": 61106450, + "TP": 101969, + "n_pred": 167057, + "n_ref": 160942 + }, + "3": { + "Dice": 0.3890403249916466, + "FN": 95462, + "FP": 8761, + "IoU": 0.24149600454128642, + "TN": 61195074, + "TP": 33183, + "n_pred": 41944, + "n_ref": 128645 + }, + "4": { + "Dice": 0.062116934095447975, + "FN": 40836, + "FP": 21, + "IoU": 0.03205401563610519, + "TN": 61290270, + "TP": 1353, + "n_pred": 1374, + "n_ref": 42189 + }, + "5": { + "Dice": 0.028292121909143184, + "FN": 8449, + "FP": 0, + "IoU": 0.01434904339710686, + "TN": 61323908, + "TP": 123, + "n_pred": 123, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8178113183808546, + "FN": 114069, + "FP": 372483, + "IoU": 0.6917773204026675, + "TN": 59753907, + "TP": 1092021, + "n_pred": 1464504, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.13692295835795207, + "FN": 180242, + "FP": 122131, + "IoU": 0.07349291269097126, + "TN": 61006122, + "TP": 23985, + "n_pred": 146116, + "n_ref": 204227 + }, + "8": { + "Dice": 0.27805572418412844, + "FN": 68930, + "FP": 46, + "IoU": 0.1614777714292661, + "TN": 61250221, + "TP": 13283, + "n_pred": 13329, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6420934650757943, + "FN": 22986, + "FP": 22039, + "IoU": 0.47285542013510823, + "TN": 61247067, + "TP": 40388, + "n_pred": 62427, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7434718505216231, + "FN": 70757, + "FP": 2667, + "IoU": 0.5916873814806782, + "TN": 148927677, + "TP": 106399, + "n_pred": 109066, + "n_ref": 177156 + }, + "10": { + "Dice": 0.4121021640759604, + "FN": 51036, + "FP": 11066, + "IoU": 0.2595268755663662, + "TN": 149023632, + "TP": 21766, + "n_pred": 32832, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.03570399044599102, + "FN": 82633, + "FP": 11031, + "IoU": 0.01817648168724711, + "TN": 149012102, + "TP": 1734, + "n_pred": 12765, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7556722533377095, + "FN": 21692, + "FP": 24462, + "IoU": 0.6072935811040773, + "TN": 148989972, + "TP": 71374, + "n_pred": 95836, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6055322184354442, + "FN": 18943, + "FP": 5942, + "IoU": 0.4342389450949187, + "TN": 149063515, + "TP": 19100, + "n_pred": 25042, + "n_ref": 38043 + }, + "2": { + "Dice": 0.474720081126467, + "FN": 105978, + "FP": 6943, + "IoU": 0.3112347282963397, + "TN": 148943553, + "TP": 51026, + "n_pred": 57969, + "n_ref": 157004 + }, + "3": { + "Dice": 0.31781714743368455, + "FN": 37070, + "FP": 61736, + "IoU": 0.18893139170264814, + "TN": 148985678, + "TP": 23016, + "n_pred": 84752, + "n_ref": 60086 + }, + "4": { + "Dice": 0.3189526346566175, + "FN": 20924, + "FP": 40, + "IoU": 0.18973447222973758, + "TN": 149081627, + "TP": 4909, + "n_pred": 4949, + "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": 0.8953861514567886, + "FN": 152781, + "FP": 69974, + "IoU": 0.8105874760104113, + "TN": 147931469, + "TP": 953276, + "n_pred": 1023250, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3849116046485198, + "FN": 202316, + "FP": 30407, + "IoU": 0.23832231459056097, + "TN": 148801960, + "TP": 72817, + "n_pred": 103224, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7103445591244772, + "FN": 101330, + "FP": 2844, + "IoU": 0.5508018162139786, + "TN": 148875589, + "TP": 127737, + "n_pred": 130581, + "n_ref": 229067 + }, + "9": { + "Dice": 0.5474583588974481, + "FN": 51349, + "FP": 8396, + "IoU": 0.3768968430274397, + "TN": 149011617, + "TP": 36138, + "n_pred": 44534, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 515104, + "FP": 683, + "IoU": 0.0, + "TN": 100197013, + "TP": 0, + "n_pred": 683, + "n_ref": 515104 + }, + "10": { + "Dice": 0.021114864864864864, + "FN": 37971, + "FP": 8389, + "IoU": 0.010670081092616303, + "TN": 100665940, + "TP": 500, + "n_pred": 8889, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 13116, + "IoU": 0.0, + "TN": 100660529, + "TP": 0, + "n_pred": 13116, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2397373099275319, + "FN": 131846, + "FP": 7999, + "IoU": 0.13619405289881034, + "TN": 100550906, + "TP": 22049, + "n_pred": 30048, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7322142185241068, + "FN": 37275, + "FP": 5142, + "IoU": 0.5775535813879372, + "TN": 100612392, + "TP": 57991, + "n_pred": 63133, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2386764897051762, + "FN": 188173, + "FP": 98798, + "IoU": 0.13550973930122848, + "TN": 100380846, + "TP": 44983, + "n_pred": 143781, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0003745764731922429, + "FN": 223901, + "FP": 10943, + "IoU": 0.000187323320050407, + "TN": 100477912, + "TP": 44, + "n_pred": 10987, + "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": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4213352031954083, + "FN": 1274710, + "FP": 932012, + "IoU": 0.26689339247206983, + "TN": 97702703, + "TP": 803375, + "n_pred": 1735387, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.006696531354633302, + "FN": 171280, + "FP": 130722, + "IoU": 0.0033595142234835985, + "TN": 100409780, + "TP": 1018, + "n_pred": 131740, + "n_ref": 172298 + }, + "8": { + "Dice": 0.3915972091269093, + "FN": 80042, + "FP": 617, + "IoU": 0.2434696155397357, + "TN": 100606183, + "TP": 25958, + "n_pred": 26575, + "n_ref": 106000 + }, + "9": { + "Dice": 0.25042781258945895, + "FN": 82172, + "FP": 35657, + "IoU": 0.1431365989877247, + "TN": 100575288, + "TP": 19683, + "n_pred": 55340, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7005761154532081, + "FN": 35212, + "FP": 1221, + "IoU": 0.5391436341787363, + "TN": 78871645, + "TP": 42622, + "n_pred": 43843, + "n_ref": 77834 + }, + "10": { + "Dice": 0.26615903404764496, + "FN": 32827, + "FP": 904, + "IoU": 0.15350833166030917, + "TN": 78910852, + "TP": 6117, + "n_pred": 7021, + "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": 0.0013448316438885808, + "FN": 59365, + "FP": 42, + "IoU": 0.0006728682692145945, + "TN": 78891253, + "TP": 40, + "n_pred": 82, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 2779, + "IoU": 0.0, + "TN": 78920652, + "TP": 0, + "n_pred": 2779, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8384718438396317, + "FN": 12492, + "FP": 5473, + "IoU": 0.7218695813723062, + "TN": 78886108, + "TP": 46627, + "n_pred": 52100, + "n_ref": 59119 + }, + "2": { + "Dice": 0.23848209889568825, + "FN": 86559, + "FP": 53, + "IoU": 0.13538443108990356, + "TN": 78850526, + "TP": 13562, + "n_pred": 13615, + "n_ref": 100121 + }, + "3": { + "Dice": 0.796814680169653, + "FN": 15635, + "FP": 19576, + "IoU": 0.6622543236165865, + "TN": 78846447, + "TP": 69042, + "n_pred": 88618, + "n_ref": 84677 + }, + "4": { + "Dice": 0.10171745152354571, + "FN": 16210, + "FP": 4, + "IoU": 0.05358393649311231, + "TN": 78933568, + "TP": 918, + "n_pred": 922, + "n_ref": 17128 + }, + "5": { + "Dice": 0.042014921186963594, + "FN": 34049, + "FP": 107, + "IoU": 0.02145824380461252, + "TN": 78915795, + "TP": 749, + "n_pred": 856, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7797918450663347, + "FN": 219444, + "FP": 55971, + "IoU": 0.6390646070618392, + "TN": 78187641, + "TP": 487644, + "n_pred": 543615, + "n_ref": 707088 + }, + "7": { + "Dice": 0.11233198167038023, + "FN": 677025, + "FP": 19758, + "IoU": 0.0595083354592095, + "TN": 78209829, + "TP": 44088, + "n_pred": 63846, + "n_ref": 721113 + }, + "8": { + "Dice": 0.35960895689638517, + "FN": 256656, + "FP": 8512, + "IoU": 0.21922148283375537, + "TN": 78611080, + "TP": 74452, + "n_pred": 82964, + "n_ref": 331108 + }, + "9": { + "Dice": 0.15522504189609768, + "FN": 51861, + "FP": 4597, + "IoU": 0.08414307729742883, + "TN": 78889055, + "TP": 5187, + "n_pred": 9784, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7327795982002964, + "FN": 53494, + "FP": 15579, + "IoU": 0.5782574184882159, + "TN": 104840660, + "TP": 94707, + "n_pred": 110286, + "n_ref": 148201 + }, + "10": { + "Dice": 0.2558841137732283, + "FN": 65436, + "FP": 61342, + "IoU": 0.14671279345250915, + "TN": 104855864, + "TP": 21798, + "n_pred": 83140, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.2168285401156419, + "FN": 66343, + "FP": 16551, + "IoU": 0.12159713465226929, + "TN": 104910071, + "TP": 11475, + "n_pred": 28026, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7329686120392652, + "FN": 27745, + "FP": 3103, + "IoU": 0.5784928605588577, + "TN": 104931255, + "TP": 42337, + "n_pred": 45440, + "n_ref": 70082 + }, + "15": { + "Dice": 0.4880313097296805, + "FN": 16317, + "FP": 558, + "IoU": 0.3227787141825187, + "TN": 104979522, + "TP": 8043, + "n_pred": 8601, + "n_ref": 24360 + }, + "2": { + "Dice": 0.12062424052681571, + "FN": 159384, + "FP": 6337, + "IoU": 0.06418314161965588, + "TN": 104827353, + "TP": 11366, + "n_pred": 17703, + "n_ref": 170750 + }, + "3": { + "Dice": 0.2731842196217844, + "FN": 112047, + "FP": 108756, + "IoU": 0.15820113687051798, + "TN": 104742141, + "TP": 41496, + "n_pred": 150252, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 105004428, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": 0.227152283472749, + "FN": 25708, + "FP": 4042, + "IoU": 0.12812848015942793, + "TN": 104970318, + "TP": 4372, + "n_pred": 8414, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8171786457804185, + "FN": 65559, + "FP": 458092, + "IoU": 0.6908724152343261, + "TN": 103310476, + "TP": 1170313, + "n_pred": 1628405, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6994327000030952, + "FN": 71909, + "FP": 64043, + "IoU": 0.5377904703622486, + "TN": 104710305, + "TP": 158183, + "n_pred": 222226, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7183344398503901, + "FN": 147619, + "FP": 23779, + "IoU": 0.5604694876614601, + "TN": 104614483, + "TP": 218559, + "n_pred": 242338, + "n_ref": 366178 + }, + "9": { + "Dice": 0.48422544727133027, + "FN": 57002, + "FP": 20865, + "IoU": 0.3194574327690331, + "TN": 104890021, + "TP": 36552, + "n_pred": 57417, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5168088849944017, + "FN": 269493, + "FP": 8425, + "IoU": 0.3484438922036362, + "TN": 177249743, + "TP": 148627, + "n_pred": 157052, + "n_ref": 418120 + }, + "10": { + "Dice": 0.000978500678488678, + "FN": 71908, + "FP": 36315, + "IoU": 0.0004894898223059589, + "TN": 177568012, + "TP": 53, + "n_pred": 36368, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.1664821413618898, + "FN": 68136, + "FP": 21453, + "IoU": 0.09079930177803036, + "TN": 177577752, + "TP": 8947, + "n_pred": 30400, + "n_ref": 77083 + }, + "14": { + "Dice": 0.5590818771007818, + "FN": 46139, + "FP": 1347, + "IoU": 0.3880039179296835, + "TN": 177598696, + "TP": 30106, + "n_pred": 31453, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6044876434701686, + "FN": 11477, + "FP": 3823, + "IoU": 0.43316538233550683, + "TN": 177649296, + "TP": 11692, + "n_pred": 15515, + "n_ref": 23169 + }, + "2": { + "Dice": 0.1252739895266258, + "FN": 198649, + "FP": 20839, + "IoU": 0.066822559044238, + "TN": 177441083, + "TP": 15717, + "n_pred": 36556, + "n_ref": 214366 + }, + "3": { + "Dice": 0.3591176260406617, + "FN": 126640, + "FP": 160342, + "IoU": 0.21885641027036884, + "TN": 177308901, + "TP": 80405, + "n_pred": 240747, + "n_ref": 207045 + }, + "4": { + "Dice": 0.2751802162595114, + "FN": 28936, + "FP": 22, + "IoU": 0.15954143085183572, + "TN": 177641833, + "TP": 5497, + "n_pred": 5519, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4309850477476837, + "FN": 22087, + "FP": 1926, + "IoU": 0.274685111909868, + "TN": 177643181, + "TP": 9094, + "n_pred": 11020, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7595891268456428, + "FN": 252339, + "FP": 730853, + "IoU": 0.6123689684483435, + "TN": 175139876, + "TP": 1553220, + "n_pred": 2284073, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6307486595231345, + "FN": 108978, + "FP": 194513, + "IoU": 0.46065221254665006, + "TN": 177113588, + "TP": 259209, + "n_pred": 453722, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7163790415757332, + "FN": 62728, + "FP": 45527, + "IoU": 0.5580923534118185, + "TN": 177431316, + "TP": 136717, + "n_pred": 182244, + "n_ref": 199445 + }, + "9": { + "Dice": 0.5679782849896973, + "FN": 77890, + "FP": 9330, + "IoU": 0.3966268660846466, + "TN": 177531734, + "TP": 57334, + "n_pred": 66664, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7312942861195734, + "FN": 78799, + "FP": 761, + "IoU": 0.5764097048817237, + "TN": 193817712, + "TP": 108263, + "n_pred": 109024, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6659276302028865, + "FN": 39289, + "FP": 8627, + "IoU": 0.4991690445580258, + "TN": 193909862, + "TP": 47757, + "n_pred": 56384, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.15048290088810898, + "FN": 61260, + "FP": 2159, + "IoU": 0.08136334665971377, + "TN": 193936499, + "TP": 5617, + "n_pred": 7776, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8214411957784175, + "FN": 10834, + "FP": 17454, + "IoU": 0.6969878743733665, + "TN": 193912179, + "TP": 65068, + "n_pred": 82522, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5478416977037057, + "FN": 10743, + "FP": 6132, + "IoU": 0.37726031441434793, + "TN": 193978437, + "TP": 10223, + "n_pred": 16355, + "n_ref": 20966 + }, + "2": { + "Dice": 0.14208637838693508, + "FN": 128128, + "FP": 1942, + "IoU": 0.07647631016536378, + "TN": 193864694, + "TP": 10771, + "n_pred": 12713, + "n_ref": 138899 + }, + "3": { + "Dice": 0.3942756688457946, + "FN": 84316, + "FP": 70048, + "IoU": 0.24554380923055869, + "TN": 193800932, + "TP": 50239, + "n_pred": 120287, + "n_ref": 134555 + }, + "4": { + "Dice": 0.510227896760022, + "FN": 13596, + "FP": 674, + "IoU": 0.34248721374925123, + "TN": 193983832, + "TP": 7433, + "n_pred": 8107, + "n_ref": 21029 + }, + "5": { + "Dice": 0.07511606957244821, + "FN": 26186, + "FP": 508, + "IoU": 0.03902368781049752, + "TN": 193977757, + "TP": 1084, + "n_pred": 1592, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8749016540629599, + "FN": 250933, + "FP": 73433, + "IoU": 0.7776223804989213, + "TN": 192546908, + "TP": 1134261, + "n_pred": 1207694, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.31534735742437914, + "FN": 255563, + "FP": 32799, + "IoU": 0.18718835530525324, + "TN": 193650764, + "TP": 66409, + "n_pred": 99208, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6858780407230091, + "FN": 110603, + "FP": 9205, + "IoU": 0.5219287569780573, + "TN": 193754928, + "TP": 130799, + "n_pred": 140004, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5503725214511912, + "FN": 56532, + "FP": 11904, + "IoU": 0.3796647963669655, + "TN": 193895214, + "TP": 41885, + "n_pred": 53789, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.566419597074048, + "FN": 56184, + "FP": 33023, + "IoU": 0.39510835661395755, + "TN": 99508324, + "TP": 58269, + "n_pred": 91292, + "n_ref": 114453 + }, + "10": { + "Dice": 0.28826763364136154, + "FN": 59363, + "FP": 1483, + "IoU": 0.16840695385961077, + "TN": 99582632, + "TP": 12322, + "n_pred": 13805, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.2795695594952388, + "FN": 36403, + "FP": 10126, + "IoU": 0.16249977500584986, + "TN": 99600243, + "TP": 9028, + "n_pred": 19154, + "n_ref": 45431 + }, + "14": { + "Dice": 0.006720204294210544, + "FN": 53940, + "FP": 5182, + "IoU": 0.0033714304979602845, + "TN": 99596478, + "TP": 200, + "n_pred": 5382, + "n_ref": 54140 + }, + "15": { + "Dice": 0.08653498299688879, + "FN": 36153, + "FP": 1722, + "IoU": 0.04522423050744914, + "TN": 99616131, + "TP": 1794, + "n_pred": 3516, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6722377235095541, + "FN": 19466, + "FP": 73451, + "IoU": 0.5062937360190858, + "TN": 99467597, + "TP": 95286, + "n_pred": 168737, + "n_ref": 114752 + }, + "3": { + "Dice": 0.4857913068609327, + "FN": 75063, + "FP": 28132, + "IoU": 0.32082189797355554, + "TN": 99503859, + "TP": 48746, + "n_pred": 76878, + "n_ref": 123809 + }, + "4": { + "Dice": 0.05743057978962062, + "FN": 18330, + "FP": 577, + "IoU": 0.029564235487347944, + "TN": 99636317, + "TP": 576, + "n_pred": 1153, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 157, + "IoU": 0.0, + "TN": 99648677, + "TP": 0, + "n_pred": 157, + "n_ref": 6966 + }, + "6": { + "Dice": 0.902118276202816, + "FN": 151334, + "FP": 109673, + "IoU": 0.8216898566110641, + "TN": 98192019, + "TP": 1202774, + "n_pred": 1312447, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6593202802105537, + "FN": 50361, + "FP": 70149, + "IoU": 0.4917806023903307, + "TN": 99418678, + "TP": 116612, + "n_pred": 186761, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6644572439405161, + "FN": 38569, + "FP": 24406, + "IoU": 0.4975185114260181, + "TN": 99530472, + "TP": 62353, + "n_pred": 86759, + "n_ref": 100922 + }, + "9": { + "Dice": 0.48523921190781505, + "FN": 61288, + "FP": 11371, + "IoU": 0.3203404892194004, + "TN": 99548895, + "TP": 34246, + "n_pred": 45617, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5439421292216629, + "FN": 275626, + "FP": 11607, + "IoU": 0.37357177907420536, + "TN": 62624995, + "TP": 171292, + "n_pred": 182899, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6978050194649217, + "FN": 28722, + "FP": 7762, + "IoU": 0.5358683068937881, + "TN": 63004913, + "TP": 42123, + "n_pred": 49885, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.012623533045089562, + "FN": 45328, + "FP": 5826, + "IoU": 0.006351857967016958, + "TN": 63032039, + "TP": 327, + "n_pred": 6153, + "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": 0.018295013926055377, + "FN": 122297, + "FP": 57463, + "IoU": 0.009231956348003417, + "TN": 62902085, + "TP": 1675, + "n_pred": 59138, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5713267423995112, + "FN": 32208, + "FP": 110923, + "IoU": 0.3999002146642517, + "TN": 62845008, + "TP": 95381, + "n_pred": 206304, + "n_ref": 127589 + }, + "4": { + "Dice": 0.01103523627424201, + "FN": 17928, + "FP": 175, + "IoU": 0.005548231157987256, + "TN": 63065316, + "TP": 101, + "n_pred": 276, + "n_ref": 18029 + }, + "5": { + "Dice": 0.007520564042303173, + "FN": 16890, + "FP": 2, + "IoU": 0.00377447511205473, + "TN": 63066564, + "TP": 64, + "n_pred": 66, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7437560544964329, + "FN": 350380, + "FP": 186592, + "IoU": 0.592047473867265, + "TN": 61767259, + "TP": 779289, + "n_pred": 965881, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.2723308725121962, + "FN": 118809, + "FP": 83451, + "IoU": 0.15762906691988604, + "TN": 62843412, + "TP": 37848, + "n_pred": 121299, + "n_ref": 156657 + }, + "8": { + "Dice": 0.638928263709386, + "FN": 54488, + "FP": 10467, + "IoU": 0.4694302634265877, + "TN": 62961095, + "TP": 57470, + "n_pred": 67937, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6835985398373525, + "FN": 18638, + "FP": 3811, + "IoU": 0.5192933618843683, + "TN": 63036820, + "TP": 24251, + "n_pred": 28062, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4898460994984638, + "FN": 207105, + "FP": 12403, + "IoU": 0.32436833049650193, + "TN": 109283925, + "TP": 105385, + "n_pred": 117788, + "n_ref": 312490 + }, + "10": { + "Dice": 0.21317790674404644, + "FN": 75145, + "FP": 19217, + "IoU": 0.11930561388772225, + "TN": 109501673, + "TP": 12783, + "n_pred": 32000, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.07751248208018191, + "FN": 76859, + "FP": 16446, + "IoU": 0.04031884803291334, + "TN": 109511593, + "TP": 3920, + "n_pred": 20366, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4559489262913523, + "FN": 47816, + "FP": 69359, + "IoU": 0.29529394076078785, + "TN": 109442543, + "TP": 49100, + "n_pred": 118459, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6654783424767111, + "FN": 50713, + "FP": 2398, + "IoU": 0.4986643256968633, + "TN": 109502879, + "TP": 52828, + "n_pred": 55226, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6435376468996206, + "FN": 30971, + "FP": 171860, + "IoU": 0.4744235219125158, + "TN": 109222897, + "TP": 183090, + "n_pred": 354950, + "n_ref": 214061 + }, + "3": { + "Dice": 0.28065437458972026, + "FN": 196948, + "FP": 52898, + "IoU": 0.1632332501632701, + "TN": 109310233, + "TP": 48739, + "n_pred": 101637, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 0, + "IoU": 0.0, + "TN": 109558528, + "TP": 0, + "n_pred": 0, + "n_ref": 50290 + }, + "5": { + "Dice": 0.005080918328942416, + "FN": 10525, + "FP": 49, + "IoU": 0.002546929534949533, + "TN": 109598217, + "TP": 27, + "n_pred": 76, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7483756518765495, + "FN": 94972, + "FP": 682046, + "IoU": 0.5979235327265586, + "TN": 107676305, + "TP": 1155495, + "n_pred": 1837541, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6776993725034076, + "FN": 531983, + "FP": 101476, + "IoU": 0.5125153527200864, + "TN": 108309374, + "TP": 665985, + "n_pred": 767461, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.6201204550524203, + "FN": 46328, + "FP": 6465, + "IoU": 0.4494018752020692, + "TN": 109512935, + "TP": 43090, + "n_pred": 49555, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3981320552658837, + "FN": 32523, + "FP": 36043, + "IoU": 0.2485423699092543, + "TN": 109517574, + "TP": 22678, + "n_pred": 58721, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40031084366157893, + "FN": 38686, + "FP": 21506, + "IoU": 0.25024289379935727, + "TN": 66987070, + "TP": 20090, + "n_pred": 41596, + "n_ref": 58776 + }, + "10": { + "Dice": 0.02057520817338924, + "FN": 77925, + "FP": 4998, + "IoU": 0.010394538988471728, + "TN": 66983558, + "TP": 871, + "n_pred": 5869, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.08545454545454545, + "FN": 36472, + "FP": 750, + "IoU": 0.0446343779677113, + "TN": 67028391, + "TP": 1739, + "n_pred": 2489, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5796217715259447, + "FN": 40781, + "FP": 9545, + "IoU": 0.40807565189776646, + "TN": 66982331, + "TP": 34695, + "n_pred": 44240, + "n_ref": 75476 + }, + "15": { + "Dice": 0.13581481846743404, + "FN": 26542, + "FP": 34797, + "IoU": 0.07285478921990961, + "TN": 67001193, + "TP": 4820, + "n_pred": 39617, + "n_ref": 31362 + }, + "2": { + "Dice": 0.32794559132348006, + "FN": 113321, + "FP": 20772, + "IoU": 0.19613332534020742, + "TN": 66900542, + "TP": 32717, + "n_pred": 53489, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6633709595212551, + "FN": 67310, + "FP": 27137, + "IoU": 0.496301471411734, + "TN": 66879845, + "TP": 93060, + "n_pred": 120197, + "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": 0.0, + "FN": 8921, + "FP": 7, + "IoU": 0.0, + "TN": 67058424, + "TP": 0, + "n_pred": 7, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7501340028775355, + "FN": 401817, + "FP": 49890, + "IoU": 0.6001715420729505, + "TN": 65937600, + "TP": 678045, + "n_pred": 727935, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.07894314111889662, + "FN": 334164, + "FP": 72933, + "IoU": 0.04109359947048944, + "TN": 66642809, + "TP": 17446, + "n_pred": 90379, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8293550811121425, + "FN": 10664, + "FP": 20220, + "IoU": 0.7084599845186625, + "TN": 66961418, + "TP": 75050, + "n_pred": 95270, + "n_ref": 85714 + }, + "9": { + "Dice": 0.1451122613053531, + "FN": 71162, + "FP": 1677, + "IoU": 0.0782323686108756, + "TN": 66988331, + "TP": 6182, + "n_pred": 7859, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6341433180339848, + "FN": 83019, + "FP": 29134, + "IoU": 0.4642824729760068, + "TN": 74309929, + "TP": 97198, + "n_pred": 126332, + "n_ref": 180217 + }, + "10": { + "Dice": 0.09734948375273768, + "FN": 52882, + "FP": 7703, + "IoU": 0.05116519451230972, + "TN": 74455428, + "TP": 3267, + "n_pred": 10970, + "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": 0.006063007727362789, + "FN": 42737, + "FP": 7427, + "IoU": 0.0030407218236381344, + "TN": 74468963, + "TP": 153, + "n_pred": 7580, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3621228972612262, + "FN": 21506, + "FP": 15200, + "IoU": 0.22109283819628647, + "TN": 74472155, + "TP": 10419, + "n_pred": 25619, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4681569692538041, + "FN": 16914, + "FP": 13634, + "IoU": 0.30561680267315255, + "TN": 74475287, + "TP": 13445, + "n_pred": 27079, + "n_ref": 30359 + }, + "2": { + "Dice": 0.16031499758797377, + "FN": 128612, + "FP": 194, + "IoU": 0.087142634406316, + "TN": 74378178, + "TP": 12296, + "n_pred": 12490, + "n_ref": 140908 + }, + "3": { + "Dice": 0.4449950018099758, + "FN": 88645, + "FP": 78472, + "IoU": 0.2861694993443337, + "TN": 74285167, + "TP": 66996, + "n_pred": 145468, + "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": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.6686246977392818, + "FN": 769773, + "FP": 59047, + "IoU": 0.5022060245551614, + "TN": 72854294, + "TP": 836166, + "n_pred": 895213, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0185962127225309, + "FN": 165141, + "FP": 51234, + "IoU": 0.009385372553508069, + "TN": 74300855, + "TP": 2050, + "n_pred": 53284, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9262364269616882, + "FN": 7867, + "FP": 1134, + "IoU": 0.8626074214278082, + "TN": 74453767, + "TP": 56512, + "n_pred": 57646, + "n_ref": 64379 + }, + "9": { + "Dice": 0.4310682102427605, + "FN": 65974, + "FP": 4990, + "IoU": 0.27475267762243477, + "TN": 74421432, + "TP": 26884, + "n_pred": 31874, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17967874717588436, + "FN": 253895, + "FP": 11159, + "IoU": 0.09870716330819296, + "TN": 65757098, + "TP": 29028, + "n_pred": 40187, + "n_ref": 282923 + }, + "10": { + "Dice": 0.06784341850333436, + "FN": 80364, + "FP": 6719, + "IoU": 0.03511279528431503, + "TN": 65960928, + "TP": 3169, + "n_pred": 9888, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.2492485392954845, + "FN": 40246, + "FP": 4212, + "IoU": 0.14236660364983217, + "TN": 65999342, + "TP": 7380, + "n_pred": 11592, + "n_ref": 47626 + }, + "14": { + "Dice": 0.38560490281159043, + "FN": 33564, + "FP": 46437, + "IoU": 0.23885410918501324, + "TN": 65946074, + "TP": 25105, + "n_pred": 71542, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5832328006478161, + "FN": 6950, + "FP": 18269, + "IoU": 0.4116645281698355, + "TN": 66008315, + "TP": 17646, + "n_pred": 35915, + "n_ref": 24596 + }, + "2": { + "Dice": 0.624911729445962, + "FN": 29792, + "FP": 107248, + "IoU": 0.45445208342456317, + "TN": 65799983, + "TP": 114157, + "n_pred": 221405, + "n_ref": 143949 + }, + "3": { + "Dice": 0.40303698483780775, + "FN": 112502, + "FP": 18803, + "IoU": 0.25237715652223425, + "TN": 65875550, + "TP": 44325, + "n_pred": 63128, + "n_ref": 156827 + }, + "4": { + "Dice": 0.08915919899065057, + "FN": 28150, + "FP": 5, + "IoU": 0.046659668845020826, + "TN": 66021647, + "TP": 1378, + "n_pred": 1383, + "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": 0.8451967538193652, + "FN": 79386, + "FP": 266446, + "IoU": 0.7318967595689969, + "TN": 64761259, + "TP": 944089, + "n_pred": 1210535, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.722981245772919, + "FN": 396080, + "FP": 48734, + "IoU": 0.5661477119108602, + "TN": 65025914, + "TP": 580452, + "n_pred": 629186, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7405966838094414, + "FN": 29888, + "FP": 6126, + "IoU": 0.5880536237188873, + "TN": 65963756, + "TP": 51410, + "n_pred": 57536, + "n_ref": 81298 + }, + "9": { + "Dice": 0.6176965093082211, + "FN": 34632, + "FP": 9253, + "IoU": 0.4468602687236885, + "TN": 65971842, + "TP": 35453, + "n_pred": 44706, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8712431073688494, + "FN": 33722, + "FP": 1724, + "IoU": 0.771860719572633, + "TN": 113317170, + "TP": 119924, + "n_pred": 121648, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7119263262044295, + "FN": 15088, + "FP": 37902, + "IoU": 0.5527062160245805, + "TN": 113354072, + "TP": 65478, + "n_pred": 103380, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.036197477348646506, + "FN": 75256, + "FP": 11013, + "IoU": 0.018432340793500892, + "TN": 113384651, + "TP": 1620, + "n_pred": 12633, + "n_ref": 76876 + }, + "14": { + "Dice": 0.757333445858036, + "FN": 102066, + "FP": 1449, + "IoU": 0.6094422058224295, + "TN": 113207496, + "TP": 161529, + "n_pred": 162978, + "n_ref": 263595 + }, + "15": { + "Dice": 0.52404763471281, + "FN": 13918, + "FP": 550, + "IoU": 0.3550572816832345, + "TN": 113450107, + "TP": 7965, + "n_pred": 8515, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0018582861604528596, + "FN": 126969, + "FP": 868, + "IoU": 0.0009300071899715528, + "TN": 113344584, + "TP": 119, + "n_pred": 987, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4427739665703418, + "FN": 73797, + "FP": 43250, + "IoU": 0.2843350657291348, + "TN": 113308990, + "TP": 46503, + "n_pred": 89753, + "n_ref": 120300 + }, + "4": { + "Dice": 0.003050233533504909, + "FN": 31044, + "FP": 333, + "IoU": 0.0015274463007159905, + "TN": 113441115, + "TP": 48, + "n_pred": 381, + "n_ref": 31092 + }, + "5": { + "Dice": 0.09376243816455336, + "FN": 31177, + "FP": 699, + "IoU": 0.049187173750932144, + "TN": 113439015, + "TP": 1649, + "n_pred": 2348, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8989945037300072, + "FN": 169436, + "FP": 49472, + "IoU": 0.8165213586813489, + "TN": 112279442, + "TP": 974190, + "n_pred": 1023662, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.39482028662025476, + "FN": 151160, + "FP": 53818, + "IoU": 0.24596640695698235, + "TN": 113200698, + "TP": 66864, + "n_pred": 120682, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6780125382848392, + "FN": 101232, + "FP": 6420, + "IoU": 0.5128736526783533, + "TN": 113251546, + "TP": 113342, + "n_pred": 119762, + "n_ref": 214574 + }, + "9": { + "Dice": 0.4927054127263223, + "FN": 69951, + "FP": 4774, + "IoU": 0.32688063560123587, + "TN": 113361527, + "TP": 36288, + "n_pred": 41062, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39001660042813974, + "FN": 83371, + "FP": 53688, + "IoU": 0.24224883345496362, + "TN": 75015852, + "TP": 43817, + "n_pred": 97505, + "n_ref": 127188 + }, + "10": { + "Dice": 0.3510735525914937, + "FN": 73550, + "FP": 24434, + "IoU": 0.21291037762372578, + "TN": 75072239, + "TP": 26505, + "n_pred": 50939, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.21486750348675035, + "FN": 47557, + "FP": 8737, + "IoU": 0.12036501711017704, + "TN": 75132731, + "TP": 7703, + "n_pred": 16440, + "n_ref": 55260 + }, + "14": { + "Dice": 0.874452776732907, + "FN": 23794, + "FP": 7580, + "IoU": 0.7769134503256634, + "TN": 75056092, + "TP": 109262, + "n_pred": 116842, + "n_ref": 133056 + }, + "15": { + "Dice": 0.503450077904985, + "FN": 47801, + "FP": 3508, + "IoU": 0.3364071391619245, + "TN": 75119408, + "TP": 26011, + "n_pred": 29519, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0702062046299113, + "FN": 140427, + "FP": 15452, + "IoU": 0.036380158749783634, + "TN": 75034964, + "TP": 5885, + "n_pred": 21337, + "n_ref": 146312 + }, + "3": { + "Dice": 0.39767191677506253, + "FN": 78574, + "FP": 130267, + "IoU": 0.2481838276058204, + "TN": 74918946, + "TP": 68941, + "n_pred": 199208, + "n_ref": 147515 + }, + "4": { + "Dice": 0.026983270372369132, + "FN": 24588, + "FP": 2457, + "IoU": 0.013676148796498906, + "TN": 75169308, + "TP": 375, + "n_pred": 2832, + "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": 0.8449795106619613, + "FN": 80061, + "FP": 351612, + "IoU": 0.7315710140745927, + "TN": 73588582, + "TP": 1176473, + "n_pred": 1528085, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5596853286201937, + "FN": 54914, + "FP": 97552, + "IoU": 0.38858545270806766, + "TN": 74947362, + "TP": 96900, + "n_pred": 194452, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8194399961839604, + "FN": 24613, + "FP": 1884, + "IoU": 0.6941112637521213, + "TN": 75110105, + "TP": 60126, + "n_pred": 62010, + "n_ref": 84739 + }, + "9": { + "Dice": 0.4708905538220227, + "FN": 49013, + "FP": 14405, + "IoU": 0.3079508500840263, + "TN": 75105090, + "TP": 28220, + "n_pred": 42625, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5189926498461869, + "FN": 138496, + "FP": 4887, + "IoU": 0.3504321904899971, + "TN": 86707136, + "TP": 77353, + "n_pred": 82240, + "n_ref": 215849 + }, + "10": { + "Dice": 0.2762115054348406, + "FN": 55881, + "FP": 11972, + "IoU": 0.1602351485148515, + "TN": 86847072, + "TP": 12947, + "n_pred": 24919, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.12830624959856124, + "FN": 50367, + "FP": 17490, + "IoU": 0.06855087781911023, + "TN": 86855021, + "TP": 4994, + "n_pred": 22484, + "n_ref": 55361 + }, + "14": { + "Dice": 0.776220158170933, + "FN": 20266, + "FP": 16066, + "IoU": 0.634280882589789, + "TN": 86828528, + "TP": 63012, + "n_pred": 79078, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4015517486598757, + "FN": 121715, + "FP": 308, + "IoU": 0.25121348052601544, + "TN": 86764911, + "TP": 40938, + "n_pred": 41246, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6223665609138961, + "FN": 20543, + "FP": 105272, + "IoU": 0.451764992962687, + "TN": 86698381, + "TP": 103676, + "n_pred": 208948, + "n_ref": 124219 + }, + "3": { + "Dice": 0.3093416909927428, + "FN": 137977, + "FP": 6584, + "IoU": 0.182971147596575, + "TN": 86750937, + "TP": 32374, + "n_pred": 38958, + "n_ref": 170351 + }, + "4": { + "Dice": 0.1592834403496466, + "FN": 15046, + "FP": 535, + "IoU": 0.08653338805182623, + "TN": 86910815, + "TP": 1476, + "n_pred": 2011, + "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": 0.8655020662349595, + "FN": 64709, + "FP": 280155, + "IoU": 0.7628943521850511, + "TN": 85473398, + "TP": 1109610, + "n_pred": 1389765, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6344721417909438, + "FN": 507614, + "FP": 86466, + "IoU": 0.4646350771803946, + "TN": 85818199, + "TP": 515593, + "n_pred": 602059, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6623963209329063, + "FN": 26157, + "FP": 2620, + "IoU": 0.49521119842829076, + "TN": 86870864, + "TP": 28231, + "n_pred": 30851, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5490524963420292, + "FN": 19990, + "FP": 30554, + "IoU": 0.3784096219593182, + "TN": 86846558, + "TP": 30770, + "n_pred": 61324, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25490131973278407, + "FN": 53378, + "FP": 151735, + "IoU": 0.14606699472934828, + "TN": 37509402, + "TP": 35085, + "n_pred": 186820, + "n_ref": 88463 + }, + "10": { + "Dice": 0.03971145797429711, + "FN": 57631, + "FP": 20379, + "IoU": 0.02025796566318777, + "TN": 37669977, + "TP": 1613, + "n_pred": 21992, + "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": 0.07226027397260273, + "FN": 42986, + "FP": 5776, + "IoU": 0.03748445549831231, + "TN": 37698939, + "TP": 1899, + "n_pred": 7675, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4716823143669506, + "FN": 23382, + "FP": 148867, + "IoU": 0.30862844734507766, + "TN": 37500459, + "TP": 76892, + "n_pred": 225759, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13581, + "IoU": 0.0, + "TN": 37736019, + "TP": 0, + "n_pred": 13581, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 2265, + "IoU": 0.0, + "TN": 37647103, + "TP": 0, + "n_pred": 2265, + "n_ref": 100232 + }, + "3": { + "Dice": 0.021684526029170682, + "FN": 87158, + "FP": 51889, + "IoU": 0.01096110621105642, + "TN": 37609012, + "TP": 1541, + "n_pred": 53430, + "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": 0.002583979328165375, + "FN": 10036, + "FP": 0, + "IoU": 0.00129366106080207, + "TN": 37739551, + "TP": 13, + "n_pred": 13, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5689404961988934, + "FN": 440060, + "FP": 18261, + "IoU": 0.3975659255870933, + "TN": 36988818, + "TP": 302461, + "n_pred": 320722, + "n_ref": 742521 + }, + "7": { + "Dice": 0.4067926536012685, + "FN": 229072, + "FP": 109876, + "IoU": 0.2553293860468182, + "TN": 37294435, + "TP": 116217, + "n_pred": 226093, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7900642499572981, + "FN": 17955, + "FP": 14001, + "IoU": 0.6529803338147622, + "TN": 37657513, + "TP": 60131, + "n_pred": 74132, + "n_ref": 78086 + }, + "9": { + "Dice": 0.43086781648374123, + "FN": 38970, + "FP": 2773, + "IoU": 0.2745898790490755, + "TN": 37692056, + "TP": 15801, + "n_pred": 18574, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41785525226844017, + "FN": 141981, + "FP": 14177, + "IoU": 0.26410684159432996, + "TN": 75694486, + "TP": 56044, + "n_pred": 70221, + "n_ref": 198025 + }, + "10": { + "Dice": 0.3505368855500437, + "FN": 83408, + "FP": 30363, + "IoU": 0.21251574677796697, + "TN": 75762214, + "TP": 30703, + "n_pred": 61066, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.3252249844070213, + "FN": 32376, + "FP": 5489, + "IoU": 0.19419025324537137, + "TN": 75859698, + "TP": 9125, + "n_pred": 14614, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8244104012120161, + "FN": 23827, + "FP": 18708, + "IoU": 0.7012739837626766, + "TN": 75764300, + "TP": 99853, + "n_pred": 118561, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5537683646690319, + "FN": 115314, + "FP": 650, + "IoU": 0.3829043364428291, + "TN": 75718769, + "TP": 71955, + "n_pred": 72605, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6129058185155486, + "FN": 28761, + "FP": 178334, + "IoU": 0.44186316019264404, + "TN": 75535641, + "TP": 163952, + "n_pred": 342286, + "n_ref": 192713 + }, + "3": { + "Dice": 0.21694801938826674, + "FN": 209051, + "FP": 95474, + "IoU": 0.12167229096362954, + "TN": 75559978, + "TP": 42185, + "n_pred": 137659, + "n_ref": 251236 + }, + "4": { + "Dice": 0.15706349437189146, + "FN": 27477, + "FP": 1504, + "IoU": 0.08522458255736877, + "TN": 75875007, + "TP": 2700, + "n_pred": 4204, + "n_ref": 30177 + }, + "5": { + "Dice": 0.015200233849751535, + "FN": 9551, + "FP": 556, + "IoU": 0.007658321060382916, + "TN": 75896503, + "TP": 78, + "n_pred": 634, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8881315476068914, + "FN": 119638, + "FP": 280235, + "IoU": 0.798773942812514, + "TN": 73919505, + "TP": 1587310, + "n_pred": 1867545, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7263583047020513, + "FN": 95514, + "FP": 38768, + "IoU": 0.5703003500777595, + "TN": 75594186, + "TP": 178220, + "n_pred": 216988, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8158484481040141, + "FN": 27492, + "FP": 1515, + "IoU": 0.6889730007934636, + "TN": 75813426, + "TP": 64255, + "n_pred": 65770, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5554191497491849, + "FN": 43588, + "FP": 11095, + "IoU": 0.3844846411003928, + "TN": 75817847, + "TP": 34158, + "n_pred": 45253, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6986743432511123, + "FN": 41896, + "FP": 3951, + "IoU": 0.5368943120637583, + "TN": 61288751, + "TP": 53152, + "n_pred": 57103, + "n_ref": 95048 + }, + "10": { + "Dice": 0.734945959855893, + "FN": 28787, + "FP": 6748, + "IoU": 0.580960130187144, + "TN": 61302949, + "TP": 49266, + "n_pred": 56014, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0002501250625312656, + "FN": 39449, + "FP": 8515, + "IoU": 0.00012507817385866166, + "TN": 61339780, + "TP": 6, + "n_pred": 8521, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8327244371922428, + "FN": 8793, + "FP": 14375, + "IoU": 0.7133914764644028, + "TN": 61306915, + "TP": 57667, + "n_pred": 72042, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5548531300562126, + "FN": 26099, + "FP": 588, + "IoU": 0.38394238094138833, + "TN": 61344431, + "TP": 16632, + "n_pred": 17220, + "n_ref": 42731 + }, + "2": { + "Dice": 0.12792842066881235, + "FN": 124042, + "FP": 325, + "IoU": 0.06833521863224686, + "TN": 61254261, + "TP": 9122, + "n_pred": 9447, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6259242024714338, + "FN": 48878, + "FP": 52412, + "IoU": 0.4555237808549067, + "TN": 61201718, + "TP": 84742, + "n_pred": 137154, + "n_ref": 133620 + }, + "4": { + "Dice": 0.33679363750523234, + "FN": 14953, + "FP": 891, + "IoU": 0.2024966024059999, + "TN": 61367883, + "TP": 4023, + "n_pred": 4914, + "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": 0.8763005793242536, + "FN": 209106, + "FP": 12681, + "IoU": 0.7798353929890636, + "TN": 60380381, + "TP": 785582, + "n_pred": 798263, + "n_ref": 994688 + }, + "7": { + "Dice": 0.2560767508435795, + "FN": 143594, + "FP": 68715, + "IoU": 0.14683946152300584, + "TN": 61138900, + "TP": 36541, + "n_pred": 105256, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5930257339229581, + "FN": 135008, + "FP": 17762, + "IoU": 0.42149010697718453, + "TN": 61123675, + "TP": 111305, + "n_pred": 129067, + "n_ref": 246313 + }, + "9": { + "Dice": 0.5611064272516907, + "FN": 48437, + "FP": 497, + "IoU": 0.3899568653850949, + "TN": 61307536, + "TP": 31280, + "n_pred": 31777, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8031304338023724, + "FN": 43023, + "FP": 26834, + "IoU": 0.6710258632056813, + "TN": 39536452, + "TP": 142491, + "n_pred": 169325, + "n_ref": 185514 + }, + "10": { + "Dice": 0.1386432541687721, + "FN": 45247, + "FP": 36575, + "IoU": 0.07448505208863551, + "TN": 39660393, + "TP": 6585, + "n_pred": 43160, + "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": 0.3926663274392571, + "FN": 31464, + "FP": 6730, + "IoU": 0.24429670960210523, + "TN": 39698259, + "TP": 12347, + "n_pred": 19077, + "n_ref": 43811 + }, + "14": { + "Dice": 0.19868441103266116, + "FN": 25510, + "FP": 37592, + "IoU": 0.11029961226647868, + "TN": 39677875, + "TP": 7823, + "n_pred": 45415, + "n_ref": 33333 + }, + "15": { + "Dice": 0.22757421400101568, + "FN": 44322, + "FP": 5871, + "IoU": 0.12839703405282443, + "TN": 39691213, + "TP": 7394, + "n_pred": 13265, + "n_ref": 51716 + }, + "2": { + "Dice": 0.026758927302964208, + "FN": 116246, + "FP": 213, + "IoU": 0.013560901236659326, + "TN": 39630740, + "TP": 1601, + "n_pred": 1814, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5875370919881305, + "FN": 30127, + "FP": 116101, + "IoU": 0.41596638655462187, + "TN": 39498424, + "TP": 104148, + "n_pred": 220249, + "n_ref": 134275 + }, + "4": { + "Dice": 0.2968240896559132, + "FN": 19628, + "FP": 11, + "IoU": 0.1742768247561386, + "TN": 39725016, + "TP": 4145, + "n_pred": 4156, + "n_ref": 23773 + }, + "5": { + "Dice": 0.18272980501392758, + "FN": 5868, + "FP": 0, + "IoU": 0.10055180870631514, + "TN": 39742276, + "TP": 656, + "n_pred": 656, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8985871923646657, + "FN": 144826, + "FP": 31942, + "IoU": 0.8158495943894799, + "TN": 38788889, + "TP": 783143, + "n_pred": 815085, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4700792300991413, + "FN": 505436, + "FP": 5556, + "IoU": 0.3072572379873, + "TN": 39011164, + "TP": 226644, + "n_pred": 232200, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8527752263482483, + "FN": 4041, + "FP": 11667, + "IoU": 0.7433375271645888, + "TN": 39687599, + "TP": 45493, + "n_pred": 57160, + "n_ref": 49534 + }, + "9": { + "Dice": 0.5149151283169404, + "FN": 25688, + "FP": 4347, + "IoU": 0.3467243779363146, + "TN": 39702824, + "TP": 15941, + "n_pred": 20288, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7604136032655366, + "FN": 32314, + "FP": 8420, + "IoU": 0.6134413908290313, + "TN": 101291232, + "TP": 64642, + "n_pred": 73062, + "n_ref": 96956 + }, + "10": { + "Dice": 0.18235766716575977, + "FN": 72404, + "FP": 17154, + "IoU": 0.10032648550906625, + "TN": 101297063, + "TP": 9987, + "n_pred": 27141, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.2996918121997945, + "FN": 39151, + "FP": 11295, + "IoU": 0.17625734813847158, + "TN": 101335368, + "TP": 10794, + "n_pred": 22089, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6269584145879171, + "FN": 95347, + "FP": 108, + "IoU": 0.45662012079535946, + "TN": 101220939, + "TP": 80214, + "n_pred": 80322, + "n_ref": 175561 + }, + "15": { + "Dice": 0.3267021574670776, + "FN": 21627, + "FP": 0, + "IoU": 0.19524447421299398, + "TN": 101369734, + "TP": 5247, + "n_pred": 5247, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 10139, + "IoU": 0.0, + "TN": 101204730, + "TP": 0, + "n_pred": 10139, + "n_ref": 181739 + }, + "3": { + "Dice": 0.06393682568340973, + "FN": 159881, + "FP": 53723, + "IoU": 0.03302414225505774, + "TN": 101175709, + "TP": 7295, + "n_pred": 61018, + "n_ref": 167176 + }, + "4": { + "Dice": 0.54344453064391, + "FN": 4542, + "FP": 4874, + "IoU": 0.3731025299600533, + "TN": 101381588, + "TP": 5604, + "n_pred": 10478, + "n_ref": 10146 + }, + "5": { + "Dice": 0.16523959062874183, + "FN": 34859, + "FP": 2090, + "IoU": 0.0900605821799734, + "TN": 101356002, + "TP": 3657, + "n_pred": 5747, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8565984499711797, + "FN": 216616, + "FP": 323748, + "IoU": 0.7491667734310739, + "TN": 99242332, + "TP": 1613912, + "n_pred": 1937660, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5794475372743138, + "FN": 242702, + "FP": 74199, + "IoU": 0.40790294795765464, + "TN": 100861390, + "TP": 218317, + "n_pred": 292516, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6753011406033472, + "FN": 110014, + "FP": 30102, + "IoU": 0.5097770982538022, + "TN": 101110787, + "TP": 145705, + "n_pred": 175807, + "n_ref": 255719 + }, + "9": { + "Dice": 0.6421177145816855, + "FN": 40749, + "FP": 10382, + "IoU": 0.4728817228688364, + "TN": 101299607, + "TP": 45870, + "n_pred": 56252, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0055435110733005845, + "FN": 216389, + "FP": 1033, + "IoU": 0.0027794595189608675, + "TN": 73665476, + "TP": 606, + "n_pred": 1639, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 15625, + "IoU": 0.0, + "TN": 73792038, + "TP": 0, + "n_pred": 15625, + "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": 31495, + "IoU": 0.0, + "TN": 73790770, + "TP": 0, + "n_pred": 31495, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7022634454088721, + "FN": 33908, + "FP": 23102, + "IoU": 0.5411448440166124, + "TN": 73759260, + "TP": 67234, + "n_pred": 90336, + "n_ref": 101142 + }, + "15": { + "Dice": 0.5292999889372613, + "FN": 140838, + "FP": 3826, + "IoU": 0.35989663762549723, + "TN": 73657503, + "TP": 81337, + "n_pred": 85163, + "n_ref": 222175 + }, + "2": { + "Dice": 0.13184220011288908, + "FN": 171663, + "FP": 83657, + "IoU": 0.07057337454087446, + "TN": 73608797, + "TP": 19387, + "n_pred": 103044, + "n_ref": 191050 + }, + "3": { + "Dice": 0.15357733353374417, + "FN": 167096, + "FP": 58154, + "IoU": 0.08317561104666545, + "TN": 73637819, + "TP": 20435, + "n_pred": 78589, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 342, + "IoU": 0.0, + "TN": 73835274, + "TP": 0, + "n_pred": 342, + "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": 0.6045412196135749, + "FN": 656326, + "FP": 710845, + "IoU": 0.43322040615643814, + "TN": 71471330, + "TP": 1045003, + "n_pred": 1755848, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.05102589041730351, + "FN": 161582, + "FP": 248204, + "IoU": 0.026180896999308464, + "TN": 73462701, + "TP": 11017, + "n_pred": 259221, + "n_ref": 172599 + }, + "8": { + "Dice": 0.11797440178074568, + "FN": 74465, + "FP": 30, + "IoU": 0.06268480189237138, + "TN": 73804027, + "TP": 4982, + "n_pred": 5012, + "n_ref": 79447 + }, + "9": { + "Dice": 0.468480118819741, + "FN": 53592, + "FP": 29433, + "IoU": 0.30589228685605363, + "TN": 73763890, + "TP": 36589, + "n_pred": 66022, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4246808398396286, + "FN": 122940, + "FP": 51552, + "IoU": 0.2695839995981481, + "TN": 69256882, + "TP": 64402, + "n_pred": 115954, + "n_ref": 187342 + }, + "10": { + "Dice": 0.248928347233432, + "FN": 53594, + "FP": 30158, + "IoU": 0.1421577162991263, + "TN": 69398145, + "TP": 13879, + "n_pred": 44037, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.43475047261666167, + "FN": 47232, + "FP": 32302, + "IoU": 0.27775154377043226, + "TN": 69385656, + "TP": 30586, + "n_pred": 62888, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8176598421594419, + "FN": 43803, + "FP": 4023, + "IoU": 0.6915605773323531, + "TN": 69340718, + "TP": 107232, + "n_pred": 111255, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5112770050427885, + "FN": 61704, + "FP": 31, + "IoU": 0.34343326916736683, + "TN": 69401749, + "TP": 32292, + "n_pred": 32323, + "n_ref": 93996 + }, + "2": { + "Dice": 0.2482375666315909, + "FN": 125026, + "FP": 27145, + "IoU": 0.14170732395160607, + "TN": 69318481, + "TP": 25124, + "n_pred": 52269, + "n_ref": 150150 + }, + "3": { + "Dice": 0.465934692568333, + "FN": 81055, + "FP": 128736, + "IoU": 0.3037254609117008, + "TN": 69194471, + "TP": 91514, + "n_pred": 220250, + "n_ref": 172569 + }, + "4": { + "Dice": 0.06697044655643797, + "FN": 35833, + "FP": 0, + "IoU": 0.034645329884964576, + "TN": 69458657, + "TP": 1286, + "n_pred": 1286, + "n_ref": 37119 + }, + "5": { + "Dice": 0.052129558786023975, + "FN": 18582, + "FP": 1, + "IoU": 0.026762333717398137, + "TN": 69476682, + "TP": 511, + "n_pred": 512, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8363216337403587, + "FN": 180065, + "FP": 316891, + "IoU": 0.7186879622317888, + "TN": 67729211, + "TP": 1269609, + "n_pred": 1586500, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6186625126962393, + "FN": 127520, + "FP": 101125, + "IoU": 0.447872093809464, + "TN": 69081660, + "TP": 185471, + "n_pred": 286596, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8057289062729759, + "FN": 20192, + "FP": 12837, + "IoU": 0.6746616496916924, + "TN": 69394254, + "TP": 68493, + "n_pred": 81330, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5895500988544953, + "FN": 41306, + "FP": 13086, + "IoU": 0.41798726659889784, + "TN": 69402321, + "TP": 39063, + "n_pred": 52149, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49569940850326183, + "FN": 127490, + "FP": 24952, + "IoU": 0.3295215140546175, + "TN": 50606189, + "TP": 74921, + "n_pred": 99873, + "n_ref": 202411 + }, + "10": { + "Dice": 0.49883468725161323, + "FN": 38812, + "FP": 35590, + "IoU": 0.3322983038678991, + "TN": 50722122, + "TP": 37028, + "n_pred": 72618, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4514014125172123, + "FN": 22857, + "FP": 38896, + "IoU": 0.2914902649181381, + "TN": 50746393, + "TP": 25406, + "n_pred": 64302, + "n_ref": 48263 + }, + "14": { + "Dice": 0.39599275070479256, + "FN": 35005, + "FP": 12987, + "IoU": 0.24687715774276567, + "TN": 50769828, + "TP": 15732, + "n_pred": 28719, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7101430968836278, + "FN": 15079, + "FP": 984, + "IoU": 0.5505595970900952, + "TN": 50797812, + "TP": 19677, + "n_pred": 20661, + "n_ref": 34756 + }, + "2": { + "Dice": 0.11912910382306911, + "FN": 198216, + "FP": 6664, + "IoU": 0.06333720409264221, + "TN": 50614818, + "TP": 13854, + "n_pred": 20518, + "n_ref": 212070 + }, + "3": { + "Dice": 0.2974281269025232, + "FN": 148174, + "FP": 111479, + "IoU": 0.17469343385863312, + "TN": 50518938, + "TP": 54961, + "n_pred": 166440, + "n_ref": 203135 + }, + "4": { + "Dice": 0.555135403536916, + "FN": 10698, + "FP": 949, + "IoU": 0.38421275245849634, + "TN": 50814638, + "TP": 7267, + "n_pred": 8216, + "n_ref": 17965 + }, + "5": { + "Dice": 0.11665567523997948, + "FN": 12048, + "FP": 7, + "IoU": 0.06194070500350167, + "TN": 50820701, + "TP": 796, + "n_pred": 803, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8328508489181252, + "FN": 248816, + "FP": 532913, + "IoU": 0.7135770506675382, + "TN": 48104270, + "TP": 1947553, + "n_pred": 2480466, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.49286928041275235, + "FN": 88414, + "FP": 199583, + "IoU": 0.32702490501137993, + "TN": 50405606, + "TP": 139949, + "n_pred": 339532, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7790183355741315, + "FN": 22964, + "FP": 22400, + "IoU": 0.6380262359962976, + "TN": 50708228, + "TP": 79960, + "n_pred": 102360, + "n_ref": 102924 + }, + "9": { + "Dice": 0.37451502710833934, + "FN": 85242, + "FP": 14551, + "IoU": 0.23040202361397097, + "TN": 50703883, + "TP": 29876, + "n_pred": 44427, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07134998499713582, + "FN": 204106, + "FP": 158, + "IoU": 0.03699478103445837, + "TN": 76672749, + "TP": 7847, + "n_pred": 8005, + "n_ref": 211953 + }, + "10": { + "Dice": 0.2830128351527886, + "FN": 52567, + "FP": 10221, + "IoU": 0.16483107209364192, + "TN": 76809680, + "TP": 12392, + "n_pred": 22613, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.30983967131928786, + "FN": 31584, + "FP": 18307, + "IoU": 0.18331969225732525, + "TN": 76823770, + "TP": 11199, + "n_pred": 29506, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6839104565720588, + "FN": 37485, + "FP": 3209, + "IoU": 0.5196534384664416, + "TN": 76800142, + "TP": 44024, + "n_pred": 47233, + "n_ref": 81509 + }, + "15": { + "Dice": 0.0677671589921807, + "FN": 38533, + "FP": 2241, + "IoU": 0.03507194244604316, + "TN": 76842604, + "TP": 1482, + "n_pred": 3723, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6605360747984708, + "FN": 11632, + "FP": 83202, + "IoU": 0.493134650639501, + "TN": 76697761, + "TP": 92265, + "n_pred": 175467, + "n_ref": 103897 + }, + "3": { + "Dice": 0.47951038496449355, + "FN": 61487, + "FP": 16499, + "IoU": 0.315365774433978, + "TN": 76770951, + "TP": 35923, + "n_pred": 52422, + "n_ref": 97410 + }, + "4": { + "Dice": 0.3619862231073096, + "FN": 19338, + "FP": 205, + "IoU": 0.22099095148881892, + "TN": 76859773, + "TP": 5544, + "n_pred": 5749, + "n_ref": 24882 + }, + "5": { + "Dice": 0.029312710490208307, + "FN": 15520, + "FP": 44, + "IoU": 0.01487435913665422, + "TN": 76869061, + "TP": 235, + "n_pred": 279, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8266940147002022, + "FN": 44828, + "FP": 410595, + "IoU": 0.7045851849881847, + "TN": 75343221, + "TP": 1086216, + "n_pred": 1496811, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.48270348789975337, + "FN": 86887, + "FP": 72296, + "IoU": 0.31813392046330724, + "TN": 76651408, + "TP": 74269, + "n_pred": 146565, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7957847295864263, + "FN": 17272, + "FP": 13540, + "IoU": 0.6608326178367787, + "TN": 76794014, + "TP": 60034, + "n_pred": 73574, + "n_ref": 77306 + }, + "9": { + "Dice": 0.6437910162936202, + "FN": 47573, + "FP": 1332, + "IoU": 0.4746989763585001, + "TN": 76791761, + "TP": 44194, + "n_pred": 45526, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17578953484993753, + "FN": 112472, + "FP": 1002, + "IoU": 0.09636472227752339, + "TN": 130874357, + "TP": 12101, + "n_pred": 13103, + "n_ref": 124573 + }, + "10": { + "Dice": 0.38487496537308924, + "FN": 42280, + "FP": 6572, + "IoU": 0.23829422312309972, + "TN": 130935797, + "TP": 15283, + "n_pred": 21855, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.07010589374993041, + "FN": 75269, + "FP": 8242, + "IoU": 0.03632629040261254, + "TN": 130913273, + "TP": 3148, + "n_pred": 11390, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 3246, + "IoU": 0.0, + "TN": 130050561, + "TP": 0, + "n_pred": 3246, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7126793936951131, + "FN": 72982, + "FP": 44637, + "IoU": 0.5536145309914533, + "TN": 130736440, + "TP": 145873, + "n_pred": 190510, + "n_ref": 218855 + }, + "3": { + "Dice": 0.1250370714615481, + "FN": 262593, + "FP": 23582, + "IoU": 0.06668775662621526, + "TN": 130693309, + "TP": 20448, + "n_pred": 44030, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1789, + "IoU": 0.0, + "TN": 130995863, + "TP": 0, + "n_pred": 1789, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.817165994069978, + "FN": 68535, + "FP": 559943, + "IoU": 0.6908543294944147, + "TN": 128966981, + "TP": 1404473, + "n_pred": 1964416, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.07992067060439391, + "FN": 191091, + "FP": 107679, + "IoU": 0.04162362949324129, + "TN": 130688186, + "TP": 12976, + "n_pred": 120655, + "n_ref": 204067 + }, + "8": { + "Dice": 0.42787183260576533, + "FN": 91424, + "FP": 1104, + "IoU": 0.2721609099561855, + "TN": 130872805, + "TP": 34599, + "n_pred": 35703, + "n_ref": 126023 + }, + "9": { + "Dice": 0.25865456070516735, + "FN": 39642, + "FP": 61115, + "IoU": 0.1485371913397671, + "TN": 130881598, + "TP": 17577, + "n_pred": 78692, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 0, + "IoU": 0.0, + "TN": 74369281, + "TP": 0, + "n_pred": 0, + "n_ref": 57417 + }, + "10": { + "Dice": 0.2898208477796503, + "FN": 65275, + "FP": 886, + "IoU": 0.16946812116343005, + "TN": 74347037, + "TP": 13500, + "n_pred": 14386, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.16836697367030573, + "FN": 92971, + "FP": 9334, + "IoU": 0.09192178304825982, + "TN": 74314037, + "TP": 10356, + "n_pred": 19690, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7394105325431576, + "FN": 63408, + "FP": 12355, + "IoU": 0.5865593451568895, + "TN": 74243448, + "TP": 107487, + "n_pred": 119842, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3634498279057453, + "FN": 16727, + "FP": 2507, + "IoU": 0.22208291203235592, + "TN": 74401973, + "TP": 5491, + "n_pred": 7998, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6854620329600264, + "FN": 27372, + "FP": 56492, + "IoU": 0.521447116893492, + "TN": 74251453, + "TP": 91381, + "n_pred": 147873, + "n_ref": 118753 + }, + "3": { + "Dice": 0.17137098165903897, + "FN": 118780, + "FP": 1261, + "IoU": 0.09371555407915201, + "TN": 74294244, + "TP": 12413, + "n_pred": 13674, + "n_ref": 131193 + }, + "4": { + "Dice": 0.025072074114865082, + "FN": 30073, + "FP": 24, + "IoU": 0.012695184359008004, + "TN": 74396214, + "TP": 387, + "n_pred": 411, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9370745667886311, + "FN": 45755, + "FP": 67303, + "IoU": 0.88159953418133, + "TN": 73471820, + "TP": 841820, + "n_pred": 909123, + "n_ref": 887575 + }, + "7": { + "Dice": 0.10795054291058372, + "FN": 141625, + "FP": 5267, + "IoU": 0.05705482090127102, + "TN": 74270918, + "TP": 8888, + "n_pred": 14155, + "n_ref": 150513 + }, + "8": { + "Dice": 0.324810799754551, + "FN": 34498, + "FP": 1813, + "IoU": 0.1938949938949939, + "TN": 74381653, + "TP": 8734, + "n_pred": 10547, + "n_ref": 43232 + }, + "9": { + "Dice": 0.4841722315139233, + "FN": 13942, + "FP": 28311, + "IoU": 0.31941111093213925, + "TN": 74364615, + "TP": 19830, + "n_pred": 48141, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7683828353965269, + "FN": 52571, + "FP": 379, + "IoU": 0.6238812331297059, + "TN": 106505908, + "TP": 87830, + "n_pred": 88209, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5280166796976805, + "FN": 48693, + "FP": 41857, + "IoU": 0.35871104815864024, + "TN": 106505488, + "TP": 50650, + "n_pred": 92507, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.1605240475780038, + "FN": 36287, + "FP": 12411, + "IoU": 0.087266184353563, + "TN": 106593334, + "TP": 4656, + "n_pred": 17067, + "n_ref": 40943 + }, + "14": { + "Dice": 0.6080515297906602, + "FN": 39103, + "FP": 1058, + "IoU": 0.4368347987043036, + "TN": 106575375, + "TP": 31152, + "n_pred": 32210, + "n_ref": 70255 + }, + "15": { + "Dice": 0.480256677267738, + "FN": 18029, + "FP": 438, + "IoU": 0.31601170413719026, + "TN": 106619689, + "TP": 8532, + "n_pred": 8970, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6777604248008746, + "FN": 56482, + "FP": 67316, + "IoU": 0.512585190697235, + "TN": 106392699, + "TP": 130191, + "n_pred": 197507, + "n_ref": 186673 + }, + "3": { + "Dice": 0.4712862475587748, + "FN": 74236, + "FP": 96860, + "IoU": 0.3082894013389825, + "TN": 106399336, + "TP": 76256, + "n_pred": 173116, + "n_ref": 150492 + }, + "4": { + "Dice": 0.5784939935540581, + "FN": 5147, + "FP": 2046, + "IoU": 0.40695852914502434, + "TN": 106634559, + "TP": 4936, + "n_pred": 6982, + "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": 0.9162719204804197, + "FN": 171592, + "FP": 29626, + "IoU": 0.8454813876250264, + "TN": 105344463, + "TP": 1101007, + "n_pred": 1130633, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7408925819079041, + "FN": 100823, + "FP": 64259, + "IoU": 0.5884268262278733, + "TN": 106245588, + "TP": 236018, + "n_pred": 300277, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7376041009851209, + "FN": 25994, + "FP": 6049, + "IoU": 0.5842890503373119, + "TN": 106569608, + "TP": 45037, + "n_pred": 51086, + "n_ref": 71031 + }, + "9": { + "Dice": 0.7232797470908724, + "FN": 31319, + "FP": 9821, + "IoU": 0.566513882303356, + "TN": 106551783, + "TP": 53765, + "n_pred": 63586, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21090151096370002, + "FN": 136431, + "FP": 607, + "IoU": 0.1178814426685377, + "TN": 107971577, + "TP": 18313, + "n_pred": 18920, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6564361253709656, + "FN": 33253, + "FP": 16874, + "IoU": 0.4885782788348722, + "TN": 108028913, + "TP": 47888, + "n_pred": 64762, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.42312021611886536, + "FN": 54868, + "FP": 6632, + "IoU": 0.26832750374759085, + "TN": 108042874, + "TP": 22554, + "n_pred": 29186, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5851416565444338, + "FN": 22069, + "FP": 3205, + "IoU": 0.4135690751310966, + "TN": 108083830, + "TP": 17824, + "n_pred": 21029, + "n_ref": 39893 + }, + "15": { + "Dice": 0.3675018579467035, + "FN": 20308, + "FP": 3522, + "IoU": 0.22511624882125322, + "TN": 108096175, + "TP": 6923, + "n_pred": 10445, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6240999753403943, + "FN": 37281, + "FP": 147166, + "IoU": 0.45359398514059557, + "TN": 107789364, + "TP": 153117, + "n_pred": 300283, + "n_ref": 190398 + }, + "3": { + "Dice": 0.31892406026479986, + "FN": 158323, + "FP": 20691, + "IoU": 0.18971424950322957, + "TN": 107906001, + "TP": 41913, + "n_pred": 62604, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 121, + "IoU": 0.0, + "TN": 108093498, + "TP": 0, + "n_pred": 121, + "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": 0.9301243309401468, + "FN": 106916, + "FP": 99298, + "IoU": 0.8693760946610628, + "TN": 106548243, + "TP": 1372471, + "n_pred": 1471769, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5997858993110011, + "FN": 120235, + "FP": 61459, + "IoU": 0.4283529918859311, + "TN": 107809085, + "TP": 136149, + "n_pred": 197608, + "n_ref": 256384 + }, + "8": { + "Dice": 0.43875843096962364, + "FN": 29933, + "FP": 3934, + "IoU": 0.2810317376074727, + "TN": 108079823, + "TP": 13238, + "n_pred": 17172, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6071973723117743, + "FN": 23749, + "FP": 25402, + "IoU": 0.43595363782419094, + "TN": 108039788, + "TP": 37989, + "n_pred": 63391, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07028209053137983, + "FN": 119672, + "FP": 7876, + "IoU": 0.03642091426240283, + "TN": 62437791, + "TP": 4821, + "n_pred": 12697, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5080358781180179, + "FN": 35612, + "FP": 9967, + "IoU": 0.34051480908078074, + "TN": 62501047, + "TP": 23534, + "n_pred": 33501, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.3047026019125169, + "FN": 32803, + "FP": 7842, + "IoU": 0.17973401142257472, + "TN": 62520609, + "TP": 8906, + "n_pred": 16748, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8060010225598081, + "FN": 113241, + "FP": 2867, + "IoU": 0.6750433105795361, + "TN": 62212857, + "TP": 241195, + "n_pred": 244062, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4155430174364859, + "FN": 58749, + "FP": 32926, + "IoU": 0.26226210115479015, + "TN": 62445895, + "TP": 32590, + "n_pred": 65516, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6614611207523932, + "FN": 19316, + "FP": 131867, + "IoU": 0.49416653562143875, + "TN": 62271281, + "TP": 147696, + "n_pred": 279563, + "n_ref": 167012 + }, + "3": { + "Dice": 0.04421317901810715, + "FN": 195431, + "FP": 9375, + "IoU": 0.022606338555809548, + "TN": 62360617, + "TP": 4737, + "n_pred": 14112, + "n_ref": 200168 + }, + "4": { + "Dice": 0.6352627548850004, + "FN": 12280, + "FP": 581, + "IoU": 0.46548356261169527, + "TN": 62546099, + "TP": 11200, + "n_pred": 11781, + "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": 0.8776843181892526, + "FN": 102574, + "FP": 275089, + "IoU": 0.782029808915433, + "TN": 60837524, + "TP": 1354973, + "n_pred": 1630062, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.41184415584415585, + "FN": 106135, + "FP": 125966, + "IoU": 0.25932225565877276, + "TN": 62256797, + "TP": 81262, + "n_pred": 207228, + "n_ref": 187397 + }, + "8": { + "Dice": 0.4657597104084702, + "FN": 42718, + "FP": 20153, + "IoU": 0.30357676927678146, + "TN": 62479883, + "TP": 27406, + "n_pred": 47559, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5338887998718154, + "FN": 21274, + "FP": 28179, + "IoU": 0.3641530054644809, + "TN": 62492385, + "TP": 28322, + "n_pred": 56501, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23433868382217024, + "FN": 242042, + "FP": 10627, + "IoU": 0.1327200645305233, + "TN": 55089913, + "TP": 38666, + "n_pred": 49293, + "n_ref": 280708 + }, + "10": { + "Dice": 0.49741619636907597, + "FN": 47307, + "FP": 11825, + "IoU": 0.3310405683643686, + "TN": 55292854, + "TP": 29262, + "n_pred": 41087, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.350645313872559, + "FN": 41898, + "FP": 6151, + "IoU": 0.2125954573760283, + "TN": 55320226, + "TP": 12973, + "n_pred": 19124, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8363197396735422, + "FN": 15514, + "FP": 15672, + "IoU": 0.7186851648054268, + "TN": 55270390, + "TP": 79672, + "n_pred": 95344, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7489112660297789, + "FN": 22597, + "FP": 21164, + "IoU": 0.5986076332516992, + "TN": 55272225, + "TP": 65262, + "n_pred": 86426, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6730046202457947, + "FN": 24868, + "FP": 140815, + "IoU": 0.507164252802789, + "TN": 55045065, + "TP": 170500, + "n_pred": 311315, + "n_ref": 195368 + }, + "3": { + "Dice": 0.005414091737578327, + "FN": 183387, + "FP": 1051, + "IoU": 0.0027143938574672867, + "TN": 55196308, + "TP": 502, + "n_pred": 1553, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "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": 0.8666276199509807, + "FN": 108681, + "FP": 319194, + "IoU": 0.7646450850633031, + "TN": 53563249, + "TP": 1390124, + "n_pred": 1709318, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.32514006039779236, + "FN": 136224, + "FP": 25793, + "IoU": 0.19412970166031654, + "TN": 55180202, + "TP": 39029, + "n_pred": 64822, + "n_ref": 175253 + }, + "8": { + "Dice": 0.6307165671235624, + "FN": 25034, + "FP": 749, + "IoU": 0.4606179787033744, + "TN": 55333447, + "TP": 22018, + "n_pred": 22767, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6649581074420897, + "FN": 13813, + "FP": 23576, + "IoU": 0.49808033077377434, + "TN": 55306756, + "TP": 37103, + "n_pred": 60679, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5015381167746404, + "FN": 190265, + "FP": 5475, + "IoU": 0.33470195164064254, + "TN": 110852401, + "TP": 98474, + "n_pred": 103949, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6023761742721694, + "FN": 40851, + "FP": 13835, + "IoU": 0.4310002185019093, + "TN": 111050506, + "TP": 41423, + "n_pred": 55258, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.2548477065029268, + "FN": 51035, + "FP": 16560, + "IoU": 0.14603178613841372, + "TN": 111067461, + "TP": 11559, + "n_pred": 28119, + "n_ref": 62594 + }, + "14": { + "Dice": 0.4274072526261801, + "FN": 29866, + "FP": 277, + "IoU": 0.2717850844345662, + "TN": 111105222, + "TP": 11250, + "n_pred": 11527, + "n_ref": 41116 + }, + "15": { + "Dice": 0.40925781684655615, + "FN": 18008, + "FP": 3228, + "IoU": 0.25727476217123674, + "TN": 111118023, + "TP": 7356, + "n_pred": 10584, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5661883094154708, + "FN": 22435, + "FP": 182066, + "IoU": 0.39488331217654526, + "TN": 110808662, + "TP": 133452, + "n_pred": 315518, + "n_ref": 155887 + }, + "3": { + "Dice": 0.19457149119602543, + "FN": 217930, + "FP": 2548, + "IoU": 0.10777025523149703, + "TN": 110899506, + "TP": 26631, + "n_pred": 29179, + "n_ref": 244561 + }, + "4": { + "Dice": 0.44880814869263885, + "FN": 12427, + "FP": 3320, + "IoU": 0.2893311670728405, + "TN": 111124457, + "TP": 6411, + "n_pred": 9731, + "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": 0.9286082262466723, + "FN": 55826, + "FP": 182254, + "IoU": 0.8667307785960943, + "TN": 109360156, + "TP": 1548379, + "n_pred": 1730633, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.25687381971274625, + "FN": 319394, + "FP": 23746, + "IoU": 0.14736386993534537, + "TN": 110744169, + "TP": 59306, + "n_pred": 83052, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7998173277661795, + "FN": 19251, + "FP": 11433, + "IoU": 0.6664129938466221, + "TN": 111054633, + "TP": 61298, + "n_pred": 72731, + "n_ref": 80549 + }, + "9": { + "Dice": 0.7092602453894389, + "FN": 23222, + "FP": 3531, + "IoU": 0.5494990317420224, + "TN": 111087230, + "TP": 32632, + "n_pred": 36163, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5167139317797297, + "FN": 127214, + "FP": 13039, + "IoU": 0.3483575709705896, + "TN": 96905795, + "TP": 74977, + "n_pred": 88016, + "n_ref": 202191 + }, + "10": { + "Dice": 0.359521803411602, + "FN": 51786, + "FP": 28790, + "IoU": 0.21915670940295182, + "TN": 97017834, + "TP": 22615, + "n_pred": 51405, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.4638351234938117, + "FN": 30103, + "FP": 19066, + "IoU": 0.301943580788506, + "TN": 97050588, + "TP": 21268, + "n_pred": 40334, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8033734499571578, + "FN": 40954, + "FP": 4253, + "IoU": 0.6713652224483861, + "TN": 96983465, + "TP": 92353, + "n_pred": 96606, + "n_ref": 133307 + }, + "15": { + "Dice": 0.777524005597285, + "FN": 20158, + "FP": 7506, + "IoU": 0.6360239457930399, + "TN": 97045020, + "TP": 48341, + "n_pred": 55847, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5587524559212741, + "FN": 36290, + "FP": 170776, + "IoU": 0.38768666646952715, + "TN": 96782855, + "TP": 131104, + "n_pred": 301880, + "n_ref": 167394 + }, + "3": { + "Dice": 0.3166051616660427, + "FN": 166566, + "FP": 63436, + "IoU": 0.18807540242869247, + "TN": 96837745, + "TP": 53278, + "n_pred": 116714, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5759353202282815, + "FN": 9967, + "FP": 733, + "IoU": 0.4044305911165535, + "TN": 97103059, + "TP": 7266, + "n_pred": 7999, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 1829, + "IoU": 0.0, + "TN": 97106738, + "TP": 0, + "n_pred": 1829, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8664910676335347, + "FN": 107655, + "FP": 348427, + "IoU": 0.7644325006107642, + "TN": 95184926, + "TP": 1480017, + "n_pred": 1828444, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.3192410429884398, + "FN": 241074, + "FP": 124386, + "IoU": 0.18993862365372127, + "TN": 96669874, + "TP": 85691, + "n_pred": 210077, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7525344670784304, + "FN": 32670, + "FP": 11683, + "IoU": 0.6032507089121665, + "TN": 97009234, + "TP": 67438, + "n_pred": 79121, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6382870694299106, + "FN": 43903, + "FP": 14514, + "IoU": 0.4687383479296829, + "TN": 97011066, + "TP": 51542, + "n_pred": 66056, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007892157358097798, + "FN": 196355, + "FP": 1, + "IoU": 0.003961711905933437, + "TN": 78859268, + "TP": 781, + "n_pred": 782, + "n_ref": 197136 + }, + "10": { + "Dice": 0.3057312631780717, + "FN": 75467, + "FP": 4217, + "IoU": 0.18045027718067655, + "TN": 78959176, + "TP": 17545, + "n_pred": 21762, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5187727955374383, + "FN": 41295, + "FP": 3565, + "IoU": 0.35023174971031285, + "TN": 78987365, + "TP": 24180, + "n_pred": 27745, + "n_ref": 65475 + }, + "14": { + "Dice": 0.3301044956442485, + "FN": 30091, + "FP": 1514, + "IoU": 0.197679731925264, + "TN": 79017013, + "TP": 7787, + "n_pred": 9301, + "n_ref": 37878 + }, + "15": { + "Dice": 0.035021415973796925, + "FN": 37698, + "FP": 8262, + "IoU": 0.01782279779458905, + "TN": 79009611, + "TP": 834, + "n_pred": 9096, + "n_ref": 38532 + }, + "2": { + "Dice": 0.657928711759753, + "FN": 18979, + "FP": 78525, + "IoU": 0.49023380317035425, + "TN": 78865133, + "TP": 93768, + "n_pred": 172293, + "n_ref": 112747 + }, + "3": { + "Dice": 0.17108196770536968, + "FN": 109985, + "FP": 436, + "IoU": 0.09354272016812241, + "TN": 78934589, + "TP": 11395, + "n_pred": 11831, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "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": 0.8323390772070605, + "FN": 179645, + "FP": 279224, + "IoU": 0.7128260104964209, + "TN": 77458527, + "TP": 1139009, + "n_pred": 1418233, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4714036125861264, + "FN": 323003, + "FP": 15554, + "IoU": 0.30838985128288937, + "TN": 78566885, + "TP": 150963, + "n_pred": 166517, + "n_ref": 473966 + }, + "8": { + "Dice": 0.36654188718213504, + "FN": 24428, + "FP": 109, + "IoU": 0.22439625742824632, + "TN": 79024769, + "TP": 7099, + "n_pred": 7208, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7625185328674351, + "FN": 20118, + "FP": 11757, + "IoU": 0.616185820248531, + "TN": 78973357, + "TP": 51173, + "n_pred": 62930, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38163083577153034, + "FN": 177921, + "FP": 1936, + "IoU": 0.23581197924854583, + "TN": 122476583, + "TP": 55500, + "n_pred": 57436, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5248199505535849, + "FN": 61572, + "FP": 26840, + "IoU": 0.35576670844384856, + "TN": 122574704, + "TP": 48824, + "n_pred": 75664, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.052197937737431546, + "FN": 51684, + "FP": 25160, + "IoU": 0.0267983789260385, + "TN": 122632980, + "TP": 2116, + "n_pred": 27276, + "n_ref": 53800 + }, + "14": { + "Dice": 0.4831818884035785, + "FN": 73291, + "FP": 307, + "IoU": 0.31854965648784284, + "TN": 122603938, + "TP": 34404, + "n_pred": 34711, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8125417675478478, + "FN": 14005, + "FP": 3106, + "IoU": 0.6842697665836331, + "TN": 122657745, + "TP": 37084, + "n_pred": 40190, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5147369009205325, + "FN": 63242, + "FP": 75716, + "IoU": 0.3465627747969735, + "TN": 122499283, + "TP": 73699, + "n_pred": 149415, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6030880470992338, + "FN": 55633, + "FP": 63156, + "IoU": 0.43172946286764, + "TN": 122502904, + "TP": 90247, + "n_pred": 153403, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0042288370698058035, + "FN": 65334, + "FP": 1069, + "IoU": 0.002118898773743688, + "TN": 122645396, + "TP": 141, + "n_pred": 1210, + "n_ref": 65475 + }, + "5": { + "Dice": 0.03595069618808491, + "FN": 16894, + "FP": 0, + "IoU": 0.018304375617409496, + "TN": 122694731, + "TP": 315, + "n_pred": 315, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8727963955169322, + "FN": 76455, + "FP": 399937, + "IoU": 0.7743023461295566, + "TN": 120601187, + "TP": 1634361, + "n_pred": 2034298, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5583718582283862, + "FN": 266746, + "FP": 206981, + "IoU": 0.38732030962034647, + "TN": 121938735, + "TP": 299478, + "n_pred": 506459, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7358070209159692, + "FN": 52231, + "FP": 8247, + "IoU": 0.582036946170273, + "TN": 122567243, + "TP": 84219, + "n_pred": 92466, + "n_ref": 136450 + }, + "9": { + "Dice": 0.5383395837180132, + "FN": 32471, + "FP": 40036, + "IoU": 0.3683068773849558, + "TN": 122597158, + "TP": 42275, + "n_pred": 82311, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..eeb4148c9339d77d12c6c5a0afcc029806d4098b --- /dev/null +++ b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,14100 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1652.792156862745, + "FP": 1276.235294117647, + "IoU": NaN, + "TN": 252781.14901960787, + "TP": 1983.941176470588, + "n_pred": 3260.1764705882347, + "n_ref": 3636.7333333333327 + }, + "mean": { + "1": { + "Dice": 0.003596401240463641, + "FN": 1627.0, + "FP": 1256.5882352941176, + "IoU": 0.0018178133791064701, + "TN": 254792.58823529413, + "TP": 17.941176470588236, + "n_pred": 1274.5294117647059, + "n_ref": 1644.9411764705883 + }, + "10": { + "Dice": 0.19645935513854898, + "FN": 1531.2941176470588, + "FP": 186.7058823529412, + "IoU": 0.1309099508055699, + "TN": 255749.88235294117, + "TP": 226.23529411764707, + "n_pred": 412.94117647058823, + "n_ref": 1757.5294117647059 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 257694.11764705883, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 10.882352941176471, + "FP": 0.0, + "IoU": 0.0, + "TN": 257683.23529411765, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 10.882352941176471 + }, + "13": { + "Dice": 0.11980822631786119, + "FN": 1972.0, + "FP": 63.11764705882353, + "IoU": 0.07472022083866266, + "TN": 255559.64705882352, + "TP": 99.3529411764706, + "n_pred": 162.47058823529412, + "n_ref": 2071.3529411764707 + }, + "14": { + "Dice": 0.08082134543066913, + "FN": 1995.235294117647, + "FP": 484.94117647058823, + "IoU": 0.048202207191171235, + "TN": 254736.0588235294, + "TP": 477.88235294117646, + "n_pred": 962.8235294117648, + "n_ref": 2473.1176470588234 + }, + "15": { + "Dice": 0.0, + "FN": 3568.529411764706, + "FP": 313.7647058823529, + "IoU": 0.0, + "TN": 253811.82352941178, + "TP": 0.0, + "n_pred": 313.7647058823529, + "n_ref": 3568.529411764706 + }, + "2": { + "Dice": 0.20866007425230762, + "FN": 1598.0588235294117, + "FP": 2692.764705882353, + "IoU": 0.15823090330134437, + "TN": 250235.23529411765, + "TP": 3168.0588235294117, + "n_pred": 5860.823529411765, + "n_ref": 4766.117647058823 + }, + "3": { + "Dice": 0.13071268008991496, + "FN": 2366.1176470588234, + "FP": 2165.3529411764707, + "IoU": 0.08129595908335573, + "TN": 252201.4705882353, + "TP": 961.1764705882352, + "n_pred": 3126.529411764706, + "n_ref": 3327.294117647059 + }, + "4": { + "Dice": 0.0, + "FN": 286.94117647058823, + "FP": 8.470588235294118, + "IoU": 0.0, + "TN": 257398.70588235295, + "TP": 0.0, + "n_pred": 8.470588235294118, + "n_ref": 286.94117647058823 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.17647058823529413, + "IoU": 0.0, + "TN": 257693.9411764706, + "TP": 0.0, + "n_pred": 0.17647058823529413, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.36063032650616744, + "FN": 3244.823529411765, + "FP": 9319.0, + "IoU": 0.32925209333919214, + "TN": 226306.4705882353, + "TP": 18823.823529411766, + "n_pred": 28142.823529411766, + "n_ref": 22068.647058823528 + }, + "7": { + "Dice": 0.21433175138598168, + "FN": 4774.411764705882, + "FP": 2102.705882352941, + "IoU": 0.17357491555921725, + "TN": 245974.9411764706, + "TP": 4842.058823529412, + "n_pred": 6944.764705882353, + "n_ref": 9616.470588235294 + }, + "8": { + "Dice": 0.31228438578071094, + "FN": 429.52941176470586, + "FP": 263.88235294117646, + "IoU": 0.22704471101417667, + "TN": 256510.82352941178, + "TP": 489.88235294117646, + "n_pred": 753.7647058823529, + "n_ref": 919.4117647058823 + }, + "9": { + "Dice": 0.39673341549588886, + "FN": 1387.0588235294117, + "FP": 286.05882352941177, + "IoU": 0.25299553687217285, + "TN": 255368.29411764705, + "TP": 652.7058823529412, + "n_pred": 938.7647058823529, + "n_ref": 2039.764705882353 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.021578407442781847, + "FN": 27659, + "FP": 0, + "IoU": 0.010906880274638821, + "TN": 322500, + "TP": 305, + "n_pred": 305, + "n_ref": 27964 + }, + "10": { + "Dice": 0.5822722418467099, + "FN": 3605, + "FP": 1480, + "IoU": 0.4107080774133735, + "TN": 341835, + "TP": 3544, + "n_pred": 5024, + "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": 0.0, + "FN": 0, + "FP": 40809, + "IoU": 0.0, + "TN": 309655, + "TP": 0, + "n_pred": 40809, + "n_ref": 0 + }, + "3": { + "Dice": 0.3921380402697449, + "FN": 40221, + "FP": 10437, + "IoU": 0.24388787725006716, + "TN": 283466, + "TP": 16340, + "n_pred": 26777, + "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": 7191, + "IoU": 0.0, + "TN": 343273, + "TP": 0, + "n_pred": 7191, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3513, + "IoU": 0.0, + "TN": 346951, + "TP": 0, + "n_pred": 3513, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.46405228758169936, + "FN": 908, + "FP": 568, + "IoU": 0.3021276595744681, + "TN": 173117, + "TP": 639, + "n_pred": 1207, + "n_ref": 1547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7802945909147172, + "FN": 26773, + "FP": 3402, + "IoU": 0.6397402070225289, + "TN": 91473, + "TP": 53584, + "n_pred": 56986, + "n_ref": 80357 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26374, + "IoU": 0.0, + "TN": 148858, + "TP": 0, + "n_pred": 26374, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9296850800206505, + "FN": 1149, + "FP": 213, + "IoU": 0.8686089137565117, + "TN": 164866, + "TP": 9004, + "n_pred": 9217, + "n_ref": 10153 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0032639738882088943, + "FN": 20730, + "FP": 1257, + "IoU": 0.0016346546791990192, + "TN": 328441, + "TP": 36, + "n_pred": 1293, + "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": 0.013422818791946308, + "FN": 19483, + "FP": 215, + "IoU": 0.006756756756756757, + "TN": 330632, + "TP": 134, + "n_pred": 349, + "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": 0.2630057803468208, + "FN": 394, + "FP": 1136, + "IoU": 0.15141430948419302, + "TN": 348661, + "TP": 273, + "n_pred": 1409, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4878, + "FP": 0, + "IoU": 0.0, + "TN": 345586, + "TP": 0, + "n_pred": 0, + "n_ref": 4878 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8388586943252125, + "FN": 31106, + "FP": 1893, + "IoU": 0.7224432463348782, + "TN": 231573, + "TP": 85892, + "n_pred": 87785, + "n_ref": 116998 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9998, + "IoU": 0.0, + "TN": 340466, + "TP": 0, + "n_pred": 9998, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.541968470387729, + "FN": 7454, + "FP": 4371, + "IoU": 0.3717124488603156, + "TN": 331643, + "TP": 6996, + "n_pred": 11367, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4877, + "IoU": 0.0, + "TN": 170355, + "TP": 0, + "n_pred": 4877, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1627, + "IoU": 0.0, + "TN": 173605, + "TP": 0, + "n_pred": 1627, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17568, + "IoU": 0.0, + "TN": 157664, + "TP": 0, + "n_pred": 17568, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13455, + "IoU": 0.0, + "TN": 161777, + "TP": 0, + "n_pred": 13455, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 350387, + "TP": 0, + "n_pred": 77, + "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": 745, + "IoU": 0.0, + "TN": 349719, + "TP": 0, + "n_pred": 745, + "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": 21192, + "IoU": 0.0, + "TN": 329272, + "TP": 0, + "n_pred": 21192, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4247, + "IoU": 0.0, + "TN": 346217, + "TP": 0, + "n_pred": 4247, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18584, + "IoU": 0.0, + "TN": 156648, + "TP": 0, + "n_pred": 18584, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8963823604435397, + "FN": 20369, + "FP": 348, + "IoU": 0.8122218495925748, + "TN": 64905, + "TP": 89610, + "n_pred": 89958, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2134, + "IoU": 0.0, + "TN": 348330, + "TP": 0, + "n_pred": 2134, + "n_ref": 0 + }, + "10": { + "Dice": 0.2003012048192771, + "FN": 1697, + "FP": 427, + "IoU": 0.11129707112970712, + "TN": 348074, + "TP": 266, + "n_pred": 693, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12156602521566025, + "FN": 13129, + "FP": 109, + "IoU": 0.06471668786208845, + "TN": 336310, + "TP": 916, + "n_pred": 1025, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13766, + "IoU": 0.0, + "TN": 336698, + "TP": 0, + "n_pred": 13766, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6245687715614219, + "FN": 7302, + "FP": 2710, + "IoU": 0.45408942202835334, + "TN": 332124, + "TP": 8328, + "n_pred": 11038, + "n_ref": 15630 + }, + "9": { + "Dice": 0.30049423393739705, + "FN": 5877, + "FP": 492, + "IoU": 0.17681271810779373, + "TN": 342727, + "TP": 1368, + "n_pred": 1860, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 174806, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7011, + "IoU": 0.0, + "TN": 168221, + "TP": 0, + "n_pred": 7011, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3876, + "IoU": 0.0, + "TN": 171356, + "TP": 0, + "n_pred": 3876, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0185.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": 0.3232853817226765, + "FN": 33913, + "FP": 98, + "IoU": 0.19280882876468494, + "TN": 483561, + "TP": 8124, + "n_pred": 8222, + "n_ref": 42037 + }, + "15": { + "Dice": 0.0, + "FN": 10292, + "FP": 3695, + "IoU": 0.0, + "TN": 511709, + "TP": 0, + "n_pred": 3695, + "n_ref": 10292 + }, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 560, + "IoU": 0.0, + "TN": 525136, + "TP": 0, + "n_pred": 560, + "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": 181, + "IoU": 0.0, + "TN": 525515, + "TP": 0, + "n_pred": 181, + "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": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "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": 74903, + "IoU": 0.0, + "TN": 450793, + "TP": 0, + "n_pred": 74903, + "n_ref": 0 + }, + "7": { + "Dice": 0.6659024422312066, + "FN": 80927, + "FP": 387, + "IoU": 0.4991407400107177, + "TN": 363347, + "TP": 81035, + "n_pred": 81422, + "n_ref": 161962 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1776, + "IoU": 0.0, + "TN": 523920, + "TP": 0, + "n_pred": 1776, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "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": 0.9413771302722719, + "FN": 2538, + "FP": 14338, + "IoU": 0.8892469237079573, + "TN": 22857, + "TP": 135499, + "n_pred": 149837, + "n_ref": 138037 + }, + "7": { + "Dice": 0.834419817470665, + "FN": 238, + "FP": 270, + "IoU": 0.7158836689038032, + "TN": 173444, + "TP": 1280, + "n_pred": 1550, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.34773754216254055, + "FN": 10249, + "FP": 0, + "IoU": 0.2104614436484092, + "TN": 162251, + "TP": 2732, + "n_pred": 2732, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 6, + "FP": 2524, + "IoU": 0.0, + "TN": 172702, + "TP": 0, + "n_pred": 2524, + "n_ref": 6 + }, + "15": { + "Dice": 0.0, + "FN": 50373, + "FP": 0, + "IoU": 0.0, + "TN": 124859, + "TP": 0, + "n_pred": 0, + "n_ref": 50373 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1389.8823529411761, + "FP": 684.8666666666668, + "IoU": NaN, + "TN": 275450.47450980387, + "TP": 784.4235294117647, + "n_pred": 1469.2901960784313, + "n_ref": 2174.3058823529414 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1749.5294117647059, + "IoU": 0.0, + "TN": 276560.1176470588, + "TP": 0.0, + "n_pred": 1749.5294117647059, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.050887834866715775, + "FN": 2604.9411764705883, + "FP": 431.47058823529414, + "IoU": 0.029929186344363427, + "TN": 275241.82352941175, + "TP": 31.41176470588235, + "n_pred": 462.88235294117646, + "n_ref": 2636.3529411764707 + }, + "11": { + "Dice": 0.0, + "FN": 211.94117647058823, + "FP": 0.0, + "IoU": 0.0, + "TN": 278097.70588235295, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 211.94117647058823 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 278309.64705882355, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.28677488015941743, + "FN": 1334.4117647058824, + "FP": 484.6470588235294, + "IoU": 0.19981403152948163, + "TN": 276040.5294117647, + "TP": 450.05882352941177, + "n_pred": 934.7058823529412, + "n_ref": 1784.4705882352941 + }, + "14": { + "Dice": 0.0, + "FN": 26.352941176470587, + "FP": 1137.0588235294117, + "IoU": 0.0, + "TN": 277146.23529411765, + "TP": 0.0, + "n_pred": 1137.0588235294117, + "n_ref": 26.352941176470587 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1305.8823529411766, + "IoU": 0.0, + "TN": 277003.76470588235, + "TP": 0.0, + "n_pred": 1305.8823529411766, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.31820040899795504, + "FN": 31.941176470588236, + "FP": 229.64705882352942, + "IoU": 0.30438184663536777, + "TN": 277613.29411764705, + "TP": 434.7647058823529, + "n_pred": 664.4117647058823, + "n_ref": 466.70588235294116 + }, + "3": { + "Dice": 0.07244988659351438, + "FN": 2689.9411764705883, + "FP": 361.47058823529414, + "IoU": 0.042363388712654805, + "TN": 274702.0588235294, + "TP": 556.1764705882352, + "n_pred": 917.6470588235294, + "n_ref": 3246.1176470588234 + }, + "4": { + "Dice": 0.0, + "FN": 1050.1764705882354, + "FP": 0.0, + "IoU": 0.0, + "TN": 277259.4705882353, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1050.1764705882354 + }, + "5": { + "Dice": 0.0, + "FN": 345.52941176470586, + "FP": 10.058823529411764, + "IoU": 0.0, + "TN": 277954.0588235294, + "TP": 0.0, + "n_pred": 10.058823529411764, + "n_ref": 345.52941176470586 + }, + "6": { + "Dice": 0.3417111011081508, + "FN": 7816.882352941177, + "FP": 1370.235294117647, + "IoU": 0.2971585202946358, + "TN": 261739.29411764705, + "TP": 7383.235294117647, + "n_pred": 8753.470588235294, + "n_ref": 15200.117647058823 + }, + "7": { + "Dice": 0.17485427983957455, + "FN": 1031.1176470588234, + "FP": 1076.4705882352941, + "IoU": 0.12539255387076928, + "TN": 275811.17647058825, + "TP": 390.88235294117646, + "n_pred": 1467.3529411764705, + "n_ref": 1422.0 + }, + "8": { + "Dice": 0.3210923441086333, + "FN": 1310.5882352941176, + "FP": 1664.7058823529412, + "IoU": 0.2401329042399598, + "TN": 273400.8823529412, + "TP": 1933.4705882352941, + "n_pred": 3598.176470588235, + "n_ref": 3244.0588235294117 + }, + "9": { + "Dice": 0.11941903342619624, + "FN": 2394.4117647058824, + "FP": 451.8235294117647, + "IoU": 0.08436901547645088, + "TN": 274877.0588235294, + "TP": 586.3529411764706, + "n_pred": 1038.1764705882354, + "n_ref": 2980.764705882353 + } + }, + "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": 0.0, + "FN": 0, + "FP": 5260, + "IoU": 0.0, + "TN": 345204, + "TP": 0, + "n_pred": 5260, + "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": 0.0, + "FN": 0, + "FP": 5629, + "IoU": 0.0, + "TN": 344835, + "TP": 0, + "n_pred": 5629, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 448, + "FP": 2675, + "IoU": 0.0, + "TN": 172109, + "TP": 0, + "n_pred": 2675, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.00019764798893171263, + "FN": 9929, + "FP": 188, + "IoU": 9.8833761612967e-05, + "TN": 165114, + "TP": 1, + "n_pred": 189, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43485827946295375, + "FN": 11185, + "FP": 2453, + "IoU": 0.2778395552025417, + "TN": 156347, + "TP": 5247, + "n_pred": 7700, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 806, + "IoU": 0.0, + "TN": 174426, + "TP": 0, + "n_pred": 806, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5076464242654991, + "FN": 2898, + "FP": 12620, + "IoU": 0.3401649800153074, + "TN": 151714, + "TP": 8000, + "n_pred": 20620, + "n_ref": 10898 + }, + "9": { + "Dice": 0.00023569618761416533, + "FN": 14594, + "FP": 2373, + "IoU": 0.00011786198361718427, + "TN": 158263, + "TP": 2, + "n_pred": 2375, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 2084, + "IoU": 0.0, + "TN": 173148, + "TP": 0, + "n_pred": 2084, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5612, + "FP": 0, + "IoU": 0.0, + "TN": 169620, + "TP": 0, + "n_pred": 0, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1091, + "IoU": 0.0, + "TN": 174141, + "TP": 0, + "n_pred": 1091, + "n_ref": 0 + }, + "7": { + "Dice": 0.7081339712918661, + "FN": 58, + "FP": 3, + "IoU": 0.5481481481481482, + "TN": 175097, + "TP": 74, + "n_pred": 77, + "n_ref": 132 + }, + "8": { + "Dice": 0.6843893990392471, + "FN": 19316, + "FP": 0, + "IoU": 0.5202066618644279, + "TN": 134973, + "TP": 20943, + "n_pred": 20943, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5095, + "IoU": 0.0, + "TN": 170137, + "TP": 0, + "n_pred": 5095, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3098, + "IoU": 0.0, + "TN": 347366, + "TP": 0, + "n_pred": 3098, + "n_ref": 0 + }, + "10": { + "Dice": 0.002854509232553299, + "FN": 33462, + "FP": 73, + "IoU": 0.0014292945835690676, + "TN": 316881, + "TP": 48, + "n_pred": 121, + "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": 101, + "IoU": 0.0, + "TN": 350363, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12128, + "IoU": 0.0, + "TN": 338336, + "TP": 0, + "n_pred": 12128, + "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": 49138, + "FP": 0, + "IoU": 0.0, + "TN": 301326, + "TP": 0, + "n_pred": 0, + "n_ref": 49138 + }, + "7": { + "Dice": 0.33500511770726715, + "FN": 14465, + "FP": 11523, + "IoU": 0.20120489334234953, + "TN": 317930, + "TP": 6546, + "n_pred": 18069, + "n_ref": 21011 + }, + "8": { + "Dice": 0.7345182413470533, + "FN": 66, + "FP": 2772, + "IoU": 0.5804257835600236, + "TN": 343700, + "TP": 3926, + "n_pred": 6698, + "n_ref": 3992 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 350415, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25639, + "IoU": 0.0, + "TN": 324825, + "TP": 0, + "n_pred": 25639, + "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": 262, + "FP": 23, + "IoU": 0.0, + "TN": 350179, + "TP": 0, + "n_pred": 23, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3731, + "IoU": 0.0, + "TN": 346733, + "TP": 0, + "n_pred": 3731, + "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": 7258, + "IoU": 0.0, + "TN": 343206, + "TP": 0, + "n_pred": 7258, + "n_ref": 0 + }, + "9": { + "Dice": 0.007166175650927622, + "FN": 12469, + "FP": 0, + "IoU": 0.0035959725107879174, + "TN": 337950, + "TP": 45, + "n_pred": 45, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 700688, + "TP": 0, + "n_pred": 240, + "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": 4298, + "IoU": 0.0, + "TN": 696630, + "TP": 0, + "n_pred": 4298, + "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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3563, + "IoU": 0.0, + "TN": 171669, + "TP": 0, + "n_pred": 3563, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1620, + "IoU": 0.0, + "TN": 173612, + "TP": 0, + "n_pred": 1620, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.3022748519788096, + "FN": 812, + "FP": 1427, + "IoU": 0.17804698972099853, + "TN": 172508, + "TP": 485, + "n_pred": 1912, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 171629, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6634852723383249, + "FN": 1466, + "FP": 579, + "IoU": 0.4964294508741689, + "TN": 171171, + "TP": 2016, + "n_pred": 2595, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9546012269938651, + "FN": 543, + "FP": 160, + "IoU": 0.9131455399061033, + "TN": 167138, + "TP": 7391, + "n_pred": 7551, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.895128214490002, + "FN": 4423, + "FP": 4194, + "IoU": 0.8101647867465632, + "TN": 129840, + "TP": 36775, + "n_pred": 40969, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 999, + "IoU": 0.0, + "TN": 174233, + "TP": 0, + "n_pred": 999, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5896932952924394, + "FN": 13642, + "FP": 164, + "IoU": 0.4181312428878493, + "TN": 151505, + "TP": 9921, + "n_pred": 10085, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 174551, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04875596883639105, + "FN": 10034, + "FP": 5106, + "IoU": 0.02498712004121587, + "TN": 159704, + "TP": 388, + "n_pred": 5494, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1667, + "IoU": 0.0, + "TN": 173565, + "TP": 0, + "n_pred": 1667, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 174804, + "TP": 0, + "n_pred": 428, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17853, + "FP": 0, + "IoU": 0.0, + "TN": 157379, + "TP": 0, + "n_pred": 0, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9366689844049325, + "FN": 3952, + "FP": 511, + "IoU": 0.8808818426882323, + "TN": 137765, + "TP": 33004, + "n_pred": 33515, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0059865900383141765, + "FN": 3006, + "FP": 5296, + "IoU": 0.0030022817341179295, + "TN": 166905, + "TP": 25, + "n_pred": 5321, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0299.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": 4527, + "IoU": 0.0, + "TN": 345937, + "TP": 0, + "n_pred": 4527, + "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": 2077, + "IoU": 0.0, + "TN": 348387, + "TP": 0, + "n_pred": 2077, + "n_ref": 0 + }, + "3": { + "Dice": 0.2897995463740575, + "FN": 45729, + "FP": 613, + "IoU": 0.16945355485061922, + "TN": 294667, + "TP": 9455, + "n_pred": 10068, + "n_ref": 55184 + }, + "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": 148, + "IoU": 0.0, + "TN": 350316, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "6": { + "Dice": 0.5601805088621208, + "FN": 75374, + "FP": 12147, + "IoU": 0.3890630126276552, + "TN": 207207, + "TP": 55736, + "n_pred": 67883, + "n_ref": 131110 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 350218, + "TP": 0, + "n_pred": 246, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 16940, + "IoU": 0.0, + "TN": 158292, + "TP": 0, + "n_pred": 16940, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2417142139888667, + "FN": 3086.7921568627457, + "FP": 1001.4705882352941, + "IoU": 0.19217278535207136, + "TN": 230853.6588235294, + "TP": 2136.6666666666665, + "n_pred": 3138.1372549019607, + "n_ref": 5223.458823529411 + }, + "mean": { + "1": { + "Dice": 0.0987411487018096, + "FN": 262.70588235294116, + "FP": 18.352941176470587, + "IoU": 0.06151960784313725, + "TN": 236782.76470588235, + "TP": 14.764705882352942, + "n_pred": 33.11764705882353, + "n_ref": 277.47058823529414 + }, + "10": { + "Dice": 0.35274304711252963, + "FN": 180.41176470588235, + "FP": 615.1176470588235, + "IoU": 0.2793529201930671, + "TN": 235593.4705882353, + "TP": 689.5882352941177, + "n_pred": 1304.7058823529412, + "n_ref": 870.0 + }, + "11": { + "Dice": 0.0, + "FN": 193.05882352941177, + "FP": 0.0, + "IoU": 0.0, + "TN": 236885.5294117647, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 193.05882352941177 + }, + "12": { + "Dice": 0.0, + "FN": 247.11764705882354, + "FP": 0.0, + "IoU": 0.0, + "TN": 236831.4705882353, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 247.11764705882354 + }, + "13": { + "Dice": 0.1955133045909481, + "FN": 644.2941176470588, + "FP": 445.1764705882353, + "IoU": 0.12723209883736064, + "TN": 235685.0, + "TP": 304.11764705882354, + "n_pred": 749.2941176470588, + "n_ref": 948.4117647058823 + }, + "14": { + "Dice": 0.4323733138899016, + "FN": 19260.823529411766, + "FP": 402.2352941176471, + "IoU": 0.3808606294155427, + "TN": 215322.58823529413, + "TP": 2092.9411764705883, + "n_pred": 2495.176470588235, + "n_ref": 21353.764705882353 + }, + "15": { + "Dice": 0.3048705926001035, + "FN": 3234.176470588235, + "FP": 42.411764705882355, + "IoU": 0.1806003369210613, + "TN": 233138.4705882353, + "TP": 663.5294117647059, + "n_pred": 705.9411764705883, + "n_ref": 3897.705882352941 + }, + "2": { + "Dice": 0.32414276838539474, + "FN": 1142.0588235294117, + "FP": 153.94117647058823, + "IoU": 0.29367792767412976, + "TN": 232722.29411764705, + "TP": 3060.294117647059, + "n_pred": 3214.235294117647, + "n_ref": 4202.35294117647 + }, + "3": { + "Dice": 0.25423802675731033, + "FN": 606.3529411764706, + "FP": 323.6470588235294, + "IoU": 0.20548041701887856, + "TN": 235119.0588235294, + "TP": 1029.5294117647059, + "n_pred": 1353.1764705882354, + "n_ref": 1635.8823529411766 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 43.76470588235294, + "IoU": 0.0, + "TN": 237034.82352941178, + "TP": 0.0, + "n_pred": 43.76470588235294, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.07817878956135481, + "FN": 406.52941176470586, + "FP": 40.8235294117647, + "IoU": 0.04240452957475003, + "TN": 236589.82352941178, + "TP": 41.411764705882355, + "n_pred": 82.23529411764706, + "n_ref": 447.94117647058823 + }, + "6": { + "Dice": 0.33304012077257683, + "FN": 5155.529411764706, + "FP": 7959.64705882353, + "IoU": 0.3097389287775317, + "TN": 203494.9411764706, + "TP": 20468.470588235294, + "n_pred": 28428.117647058825, + "n_ref": 25624.0 + }, + "7": { + "Dice": 0.12200241028857918, + "FN": 13959.29411764706, + "FP": 4283.117647058823, + "IoU": 0.08206551557211768, + "TN": 217570.17647058822, + "TP": 1266.0, + "n_pred": 5549.117647058823, + "n_ref": 15225.29411764706 + }, + "8": { + "Dice": 0.629847539627472, + "FN": 262.7647058823529, + "FP": 199.64705882352942, + "IoU": 0.5523909111986877, + "TN": 235176.29411764705, + "TP": 1439.8823529411766, + "n_pred": 1639.5294117647059, + "n_ref": 1702.6470588235295 + }, + "9": { + "Dice": 0.5000221475450201, + "FN": 746.7647058823529, + "FP": 494.1764705882353, + "IoU": 0.36726795725480593, + "TN": 234858.17647058822, + "TP": 979.4705882352941, + "n_pred": 1473.6470588235295, + "n_ref": 1726.235294117647 + } + }, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3949645948072384, + "FN": 769, + "FP": 0, + "IoU": 0.246078431372549, + "TN": 699908, + "TP": 251, + "n_pred": 251, + "n_ref": 1020 + }, + "10": { + "Dice": 0.5840155945419103, + "FN": 1763, + "FP": 7840, + "IoU": 0.41244493392070486, + "TN": 684584, + "TP": 6741, + "n_pred": 14581, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 696984, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.19025700038358268, + "FN": 3584, + "FP": 2749, + "IoU": 0.10512929207291224, + "TN": 693851, + "TP": 744, + "n_pred": 3493, + "n_ref": 4328 + }, + "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": 0.762714080271931, + "FN": 10308, + "FP": 582, + "IoU": 0.6164412510566357, + "TN": 672536, + "TP": 17502, + "n_pred": 18084, + "n_ref": 27810 + }, + "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": 108, + "FP": 213, + "IoU": 0.0, + "TN": 700607, + "TP": 0, + "n_pred": 213, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9165579372475924, + "FN": 944, + "FP": 399, + "IoU": 0.8459685743777956, + "TN": 692209, + "TP": 7376, + "n_pred": 7775, + "n_ref": 8320 + }, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 123699, + "IoU": 0.0, + "TN": 51533, + "TP": 0, + "n_pred": 123699, + "n_ref": 0 + }, + "7": { + "Dice": 0.04138023540458066, + "FN": 171506, + "FP": 16, + "IoU": 0.021127242843446102, + "TN": 8, + "TP": 3702, + "n_pred": 3718, + "n_ref": 175208 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 346767, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "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": 497, + "IoU": 0.0, + "TN": 349967, + "TP": 0, + "n_pred": 497, + "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": 177, + "IoU": 0.0, + "TN": 350287, + "TP": 0, + "n_pred": 177, + "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": 0.003155428771773255, + "FN": 60131, + "FP": 2420, + "IoU": 0.0015802075019952116, + "TN": 287814, + "TP": 99, + "n_pred": 2519, + "n_ref": 60230 + }, + "7": { + "Dice": 0.10098200283772683, + "FN": 50393, + "FP": 45917, + "IoU": 0.05317590617288805, + "TN": 248745, + "TP": 5409, + "n_pred": 51326, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 475, + "IoU": 0.0, + "TN": 174757, + "TP": 0, + "n_pred": 475, + "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": 257, + "FP": 0, + "IoU": 0.0, + "TN": 174975, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 542, + "IoU": 0.0, + "TN": 174690, + "TP": 0, + "n_pred": 542, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 140, + "IoU": 0.0, + "TN": 175092, + "TP": 0, + "n_pred": 140, + "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": 325, + "IoU": 0.0, + "TN": 174907, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "5": { + "Dice": 0.15635757912270962, + "FN": 6903, + "FP": 694, + "IoU": 0.08480905914950006, + "TN": 166931, + "TP": 704, + "n_pred": 1398, + "n_ref": 7607 + }, + "6": { + "Dice": 0.15748031496062992, + "FN": 6621, + "FP": 4721, + "IoU": 0.08547008547008547, + "TN": 162830, + "TP": 1060, + "n_pred": 5781, + "n_ref": 7681 + }, + "7": { + "Dice": 0.5896522234891676, + "FN": 15409, + "FP": 1865, + "IoU": 0.41808994441637193, + "TN": 145547, + "TP": 12411, + "n_pred": 14276, + "n_ref": 27820 + }, + "8": { + "Dice": 0.8568556493767592, + "FN": 3470, + "FP": 2226, + "IoU": 0.749560323601829, + "TN": 152488, + "TP": 17048, + "n_pred": 19274, + "n_ref": 20518 + }, + "9": { + "Dice": 0.15663568490019808, + "FN": 1443, + "FP": 4092, + "IoU": 0.08497272276409323, + "TN": 169183, + "TP": 514, + "n_pred": 4606, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 6053, + "FP": 0, + "IoU": 0.0, + "TN": 169179, + "TP": 0, + "n_pred": 0, + "n_ref": 6053 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758539816018763, + "FN": 7808, + "FP": 140, + "IoU": 0.9528465317164622, + "TN": 6676, + "TP": 160608, + "n_pred": 160748, + "n_ref": 168416 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0175.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": 0.10714285714285714, + "FN": 1950, + "FP": 0, + "IoU": 0.05660377358490566, + "TN": 173165, + "TP": 117, + "n_pred": 117, + "n_ref": 2067 + }, + "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": 118, + "IoU": 0.0, + "TN": 175114, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795820963908325, + "FN": 5898, + "FP": 519, + "IoU": 0.9599812909260992, + "TN": 14882, + "TP": 153933, + "n_pred": 154452, + "n_ref": 159831 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.8269565939082082, + "FN": 1304, + "FP": 781, + "IoU": 0.7049667468515636, + "TN": 168165, + "TP": 4982, + "n_pred": 5763, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5675899131872675, + "FN": 1735, + "FP": 357, + "IoU": 0.39624819624819624, + "TN": 171767, + "TP": 1373, + "n_pred": 1730, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9611712285168682, + "FN": 197, + "FP": 169, + "IoU": 0.9252450980392157, + "TN": 170336, + "TP": 4530, + "n_pred": 4699, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8812892652280797, + "FN": 7078, + "FP": 1614, + "IoU": 0.7877722433831429, + "TN": 134276, + "TP": 32264, + "n_pred": 33878, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.11612903225806452, + "FN": 53, + "FP": 769, + "IoU": 0.06164383561643835, + "TN": 174356, + "TP": 54, + "n_pred": 823, + "n_ref": 107 + }, + "9": { + "Dice": 0.7280597252005401, + "FN": 2591, + "FP": 4257, + "IoU": 0.5724008741804558, + "TN": 159217, + "TP": 9167, + "n_pred": 13424, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 350163, + "TP": 0, + "n_pred": 301, + "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": 323142, + "FP": 0, + "IoU": 0.0, + "TN": 27322, + "TP": 0, + "n_pred": 0, + "n_ref": 323142 + }, + "15": { + "Dice": 0.3475788241197625, + "FN": 15387, + "FP": 215, + "IoU": 0.21034517663731148, + "TN": 330706, + "TP": 4156, + "n_pred": 4371, + "n_ref": 19543 + }, + "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": 1586, + "IoU": 0.0, + "TN": 348878, + "TP": 0, + "n_pred": 1586, + "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": 1980, + "IoU": 0.0, + "TN": 348484, + "TP": 0, + "n_pred": 1980, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17163, + "IoU": 0.0, + "TN": 333301, + "TP": 0, + "n_pred": 17163, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 174774, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.8647466277798032, + "FN": 4292, + "FP": 6838, + "IoU": 0.7617212588310854, + "TN": 128522, + "TP": 35580, + "n_pred": 42418, + "n_ref": 39872 + }, + "15": { + "Dice": 0.26216236108044455, + "FN": 39594, + "FP": 506, + "IoU": 0.15085549720481112, + "TN": 128008, + "TP": 7124, + "n_pred": 7630, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 301, + "IoU": 0.0, + "TN": 174931, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7628, + "IoU": 0.0, + "TN": 167604, + "TP": 0, + "n_pred": 7628, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 1361, + "IoU": 0.0, + "TN": 349103, + "TP": 0, + "n_pred": 1361, + "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": 0.41523291397483847, + "FN": 5634, + "FP": 2965, + "IoU": 0.2620151047030553, + "TN": 338812, + "TP": 3053, + "n_pred": 6018, + "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": 0.8765425246526429, + "FN": 11215, + "FP": 2131, + "IoU": 0.7802186944206574, + "TN": 289740, + "TP": 47378, + "n_pred": 49509, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3334, + "IoU": 0.0, + "TN": 347130, + "TP": 0, + "n_pred": 3334, + "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": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 350240, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6153710325343221, + "FN": 8661, + "FP": 52, + "IoU": 0.44443027481986863, + "TN": 334781, + "TP": 6970, + "n_pred": 7022, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1705.3450980392156, + "FP": 812.6156862745098, + "IoU": NaN, + "TN": 233782.61176470586, + "TP": 778.0156862745097, + "n_pred": 1590.6313725490197, + "n_ref": 2483.3607843137256 + }, + "mean": { + "1": { + "Dice": 0.08288369837658323, + "FN": 6818.64705882353, + "FP": 324.5882352941176, + "IoU": 0.048238691738478764, + "TN": 228999.11764705883, + "TP": 936.2352941176471, + "n_pred": 1260.8235294117646, + "n_ref": 7754.882352941177 + }, + "10": { + "Dice": 0.0, + "FN": 64.52941176470588, + "FP": 940.8235294117648, + "IoU": 0.0, + "TN": 236073.23529411765, + "TP": 0.0, + "n_pred": 940.8235294117648, + "n_ref": 64.52941176470588 + }, + "11": { + "Dice": 0.0, + "FN": 64.58823529411765, + "FP": 0.0, + "IoU": 0.0, + "TN": 237014.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 64.58823529411765 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 237078.58823529413, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 881.7058823529412, + "FP": 349.4117647058824, + "IoU": 0.0, + "TN": 235847.4705882353, + "TP": 0.0, + "n_pred": 349.4117647058824, + "n_ref": 881.7058823529412 + }, + "14": { + "Dice": 0.2910037309178687, + "FN": 87.23529411764706, + "FP": 654.2352941176471, + "IoU": 0.25821350580125724, + "TN": 234160.0588235294, + "TP": 2177.0588235294117, + "n_pred": 2831.294117647059, + "n_ref": 2264.294117647059 + }, + "15": { + "Dice": 0.2036294514241587, + "FN": 142.2941176470588, + "FP": 1221.764705882353, + "IoU": 0.14658969424844986, + "TN": 234907.9411764706, + "TP": 806.5882352941177, + "n_pred": 2028.3529411764705, + "n_ref": 948.8823529411765 + }, + "2": { + "Dice": 0.017783637002577925, + "FN": 1657.0588235294117, + "FP": 2676.5882352941176, + "IoU": 0.009330355167213642, + "TN": 232707.29411764705, + "TP": 37.64705882352941, + "n_pred": 2714.235294117647, + "n_ref": 1694.7058823529412 + }, + "3": { + "Dice": 0.10898323910791619, + "FN": 4211.411764705882, + "FP": 187.94117647058823, + "IoU": 0.06514044451406682, + "TN": 231651.88235294117, + "TP": 1027.3529411764705, + "n_pred": 1215.2941176470588, + "n_ref": 5238.764705882353 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 237078.58823529413, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 307.3529411764706, + "FP": 114.88235294117646, + "IoU": 0.0, + "TN": 236656.35294117648, + "TP": 0.0, + "n_pred": 114.88235294117646, + "n_ref": 307.3529411764706 + }, + "6": { + "Dice": 0.3244500062054529, + "FN": 7289.0, + "FP": 2139.8823529411766, + "IoU": 0.25931891902247234, + "TN": 222085.17647058822, + "TP": 5564.529411764706, + "n_pred": 7704.411764705882, + "n_ref": 12853.529411764706 + }, + "7": { + "Dice": 0.15871978654335803, + "FN": 319.5882352941176, + "FP": 1944.8235294117646, + "IoU": 0.14081423583697164, + "TN": 234785.58823529413, + "TP": 28.58823529411765, + "n_pred": 1973.4117647058824, + "n_ref": 348.1764705882353 + }, + "8": { + "Dice": 0.10565392054753757, + "FN": 2031.7058823529412, + "FP": 866.3529411764706, + "IoU": 0.07178890966991862, + "TN": 233762.82352941178, + "TP": 417.70588235294116, + "n_pred": 1284.0588235294117, + "n_ref": 2449.4117647058824 + }, + "9": { + "Dice": 0.20165769084376306, + "FN": 1705.0588235294117, + "FP": 767.9411764705883, + "IoU": 0.13762477924452252, + "TN": 233931.0588235294, + "TP": 674.5294117647059, + "n_pred": 1442.4705882352941, + "n_ref": 2379.5882352941176 + } + }, + "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": 6465, + "IoU": 0.0, + "TN": 168767, + "TP": 0, + "n_pred": 6465, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1513, + "IoU": 0.0, + "TN": 173719, + "TP": 0, + "n_pred": 1513, + "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": 148, + "IoU": 0.0, + "TN": 175084, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.358878483234024, + "FN": 111793, + "FP": 0, + "IoU": 0.21867879956947764, + "TN": 32150, + "TP": 31289, + "n_pred": 31289, + "n_ref": 143082 + }, + "7": { + "Dice": 0.006672058228871815, + "FN": 351, + "FP": 29127, + "IoU": 0.0033471954559285933, + "TN": 145655, + "TP": 99, + "n_pred": 29226, + "n_ref": 450 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.8730111927536061, + "FN": 1483, + "FP": 9284, + "IoU": 0.7746405174037717, + "TN": 302687, + "TP": 37010, + "n_pred": 46294, + "n_ref": 38493 + }, + "15": { + "Dice": 0.6108883542724761, + "FN": 2419, + "FP": 15049, + "IoU": 0.4397690827453496, + "TN": 319284, + "TP": 13712, + "n_pred": 28761, + "n_ref": 16131 + }, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 577, + "FP": 1759, + "IoU": 0.0, + "TN": 172896, + "TP": 0, + "n_pred": 1759, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14989, + "FP": 0, + "IoU": 0.0, + "TN": 160243, + "TP": 0, + "n_pred": 0, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 770, + "IoU": 0.0, + "TN": 174462, + "TP": 0, + "n_pred": 770, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5282696027376879, + "FN": 11304, + "FP": 1378, + "IoU": 0.3589445483495931, + "TN": 155449, + "TP": 7101, + "n_pred": 8479, + "n_ref": 18405 + }, + "9": { + "Dice": 0.03729651761796827, + "FN": 2200, + "FP": 7144, + "IoU": 0.01900262467191601, + "TN": 165707, + "TP": 181, + "n_pred": 7325, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 174959, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 155, + "IoU": 0.0, + "TN": 175077, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 349433, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 3008, + "IoU": 0.0, + "TN": 347312, + "TP": 0, + "n_pred": 3008, + "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": 217, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 217, + "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": 5225, + "FP": 1814, + "IoU": 0.0, + "TN": 343425, + "TP": 0, + "n_pred": 1814, + "n_ref": 5225 + }, + "6": { + "Dice": 0.6988522954091816, + "FN": 3439, + "FP": 18287, + "IoU": 0.537104506232023, + "TN": 303529, + "TP": 25209, + "n_pred": 43496, + "n_ref": 28648 + }, + "7": { + "Dice": 0.04564666103127642, + "FN": 2904, + "FP": 1612, + "IoU": 0.023356401384083045, + "TN": 345840, + "TP": 108, + "n_pred": 1720, + "n_ref": 3012 + }, + "8": { + "Dice": 0.0, + "FN": 23235, + "FP": 91, + "IoU": 0.0, + "TN": 327138, + "TP": 0, + "n_pred": 91, + "n_ref": 23235 + }, + "9": { + "Dice": 0.5624406101525381, + "FN": 11587, + "FP": 5911, + "IoU": 0.3912468689117729, + "TN": 321720, + "TP": 11246, + "n_pred": 17157, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 524598, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "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": 2997, + "IoU": 0.0, + "TN": 522699, + "TP": 0, + "n_pred": 2997, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 525371, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.006931918656056587, + "FN": 28079, + "FP": 0, + "IoU": 0.0034780139830358093, + "TN": 497519, + "TP": 98, + "n_pred": 98, + "n_ref": 28177 + }, + "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": 139, + "IoU": 0.0, + "TN": 525557, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "6": { + "Dice": 0.8889692585895117, + "FN": 8681, + "FP": 836, + "IoU": 0.8001302083333334, + "TN": 478080, + "TP": 38099, + "n_pred": 38935, + "n_ref": 46780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 887, + "IoU": 0.0, + "TN": 524809, + "TP": 0, + "n_pred": 887, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.005235944760782774, + "FN": 15199, + "FP": 0, + "IoU": 0.002624844149878601, + "TN": 510457, + "TP": 40, + "n_pred": 40, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3026130433919962, + "FN": 70297, + "FP": 1, + "IoU": 0.17828170660432496, + "TN": 89682, + "TP": 15252, + "n_pred": 15253, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1702, + "IoU": 0.0, + "TN": 173530, + "TP": 0, + "n_pred": 1702, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2864, + "IoU": 0.0, + "TN": 172368, + "TP": 0, + "n_pred": 2864, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 15033, + "IoU": 0.0, + "TN": 160199, + "TP": 0, + "n_pred": 15033, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 1403, + "IoU": 0.0, + "TN": 171706, + "TP": 0, + "n_pred": 1403, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13172, + "IoU": 0.0, + "TN": 162060, + "TP": 0, + "n_pred": 13172, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.028921750114336738, + "FN": 44589, + "FP": 0, + "IoU": 0.014673060349590082, + "TN": 129979, + "TP": 664, + "n_pred": 664, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 1092, + "IoU": 0.0, + "TN": 173764, + "TP": 0, + "n_pred": 1092, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4343, + "IoU": 0.0, + "TN": 170889, + "TP": 0, + "n_pred": 4343, + "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": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9, + "FN": 55, + "FP": 7, + "IoU": 0.8181818181818182, + "TN": 174891, + "TP": 279, + "n_pred": 286, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 1695, + "IoU": 0.0, + "TN": 173537, + "TP": 0, + "n_pred": 1695, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2725, + "IoU": 0.0, + "TN": 172507, + "TP": 0, + "n_pred": 2725, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 35141, + "IoU": 0.0, + "TN": 140091, + "TP": 0, + "n_pred": 35141, + "n_ref": 0 + }, + "3": { + "Dice": 0.32694971732374856, + "FN": 71594, + "FP": 312, + "IoU": 0.19542133354220048, + "TN": 85861, + "TP": 17465, + "n_pred": 17777, + "n_ref": 89059 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5517, + "IoU": 0.0, + "TN": 344947, + "TP": 0, + "n_pred": 5517, + "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": 1378, + "IoU": 0.0, + "TN": 349086, + "TP": 0, + "n_pred": 1378, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 368, + "IoU": 0.0, + "TN": 350096, + "TP": 0, + "n_pred": 368, + "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": 1452, + "IoU": 0.0, + "TN": 349012, + "TP": 0, + "n_pred": 1452, + "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": 57, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 57, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09976990335941095, + "FN": 91, + "FP": 9690, + "IoU": 0.05250411702024605, + "TN": 164909, + "TP": 542, + "n_pred": 10232, + "n_ref": 633 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1913.6833333333334, + "FP": 1079.8083333333334, + "IoU": NaN, + "TN": 236510.53333333333, + "TP": 1439.975, + "n_pred": 2519.7833333333333, + "n_ref": 3353.6583333333333 + }, + "mean": { + "1": { + "Dice": 0.20415895537682135, + "FN": 1276.5625, + "FP": 912.5625, + "IoU": 0.14100701939030563, + "TN": 237635.8125, + "TP": 1119.0625, + "n_pred": 2031.625, + "n_ref": 2395.625 + }, + "10": { + "Dice": 0.023527348519085615, + "FN": 1577.4375, + "FP": 460.875, + "IoU": 0.012819287735675696, + "TN": 238796.6875, + "TP": 109.0, + "n_pred": 569.875, + "n_ref": 1686.4375 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 240944.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 132.4375, + "FP": 0.0, + "IoU": 0.0, + "TN": 240811.5625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 132.4375 + }, + "13": { + "Dice": 0.13032955599975038, + "FN": 1279.875, + "FP": 261.625, + "IoU": 0.08952385132080752, + "TN": 239139.6875, + "TP": 262.8125, + "n_pred": 524.4375, + "n_ref": 1542.6875 + }, + "14": { + "Dice": 0.12219731988736575, + "FN": 5529.375, + "FP": 917.3125, + "IoU": 0.0879005129787096, + "TN": 233410.0, + "TP": 1087.3125, + "n_pred": 2004.625, + "n_ref": 6616.6875 + }, + "15": { + "Dice": 0.02079722703639515, + "FN": 984.125, + "FP": 119.6875, + "IoU": 0.010733452593917711, + "TN": 239839.0625, + "TP": 1.125, + "n_pred": 120.8125, + "n_ref": 985.25 + }, + "2": { + "Dice": 0.18022399655853338, + "FN": 5093.9375, + "FP": 2310.5625, + "IoU": 0.15403488137008134, + "TN": 227922.6875, + "TP": 5616.8125, + "n_pred": 7927.375, + "n_ref": 10710.75 + }, + "3": { + "Dice": 0.08450935029882398, + "FN": 2760.5, + "FP": 4297.375, + "IoU": 0.06383242078285181, + "TN": 233338.1875, + "TP": 547.9375, + "n_pred": 4845.3125, + "n_ref": 3308.4375 + }, + "4": { + "Dice": 0.10124934929724103, + "FN": 417.3125, + "FP": 130.75, + "IoU": 0.06347911227154047, + "TN": 240250.0625, + "TP": 145.875, + "n_pred": 276.625, + "n_ref": 563.1875 + }, + "5": { + "Dice": 0.0, + "FN": 742.1875, + "FP": 0.0, + "IoU": 0.0, + "TN": 240201.8125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 742.1875 + }, + "6": { + "Dice": 0.3737166245398282, + "FN": 540.9375, + "FP": 5652.8125, + "IoU": 0.33565494913058136, + "TN": 225991.75, + "TP": 8758.5, + "n_pred": 14411.3125, + "n_ref": 9299.4375 + }, + "7": { + "Dice": 0.2536669770427277, + "FN": 6130.625, + "FP": 726.1875, + "IoU": 0.19066989514167762, + "TN": 230857.875, + "TP": 3229.3125, + "n_pred": 3955.5, + "n_ref": 9359.9375 + }, + "8": { + "Dice": 0.19567979669631513, + "FN": 2239.9375, + "FP": 277.375, + "IoU": 0.12164296998420221, + "TN": 237704.8125, + "TP": 721.875, + "n_pred": 999.25, + "n_ref": 2961.8125 + }, + "9": { + "Dice": 0.0, + "FN": 0.0, + "FP": 130.0, + "IoU": 0.0, + "TN": 240814.0, + "TP": 0.0, + "n_pred": 130.0, + "n_ref": 0.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 174701, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2686, + "IoU": 0.0, + "TN": 172546, + "TP": 0, + "n_pred": 2686, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 132, + "IoU": 0.0, + "TN": 175100, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11875, + "FP": 0, + "IoU": 0.0, + "TN": 163357, + "TP": 0, + "n_pred": 0, + "n_ref": 11875 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.39135959339263027, + "FN": 35839, + "FP": 86, + "IoU": 0.24328593996840442, + "TN": 127757, + "TP": 11550, + "n_pred": 11636, + "n_ref": 47389 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2036, + "IoU": 0.0, + "TN": 173196, + "TP": 0, + "n_pred": 2036, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12177, + "IoU": 0.0, + "TN": 513519, + "TP": 0, + "n_pred": 12177, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2505, + "FP": 2381, + "IoU": 0.0, + "TN": 520810, + "TP": 0, + "n_pred": 2381, + "n_ref": 2505 + }, + "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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "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": 461, + "IoU": 0.0, + "TN": 525235, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 37217, + "FP": 428, + "IoU": 0.0, + "TN": 488051, + "TP": 0, + "n_pred": 428, + "n_ref": 37217 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 525298, + "TP": 0, + "n_pred": 398, + "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": 48405, + "IoU": 0.0, + "TN": 477291, + "TP": 0, + "n_pred": 48405, + "n_ref": 0 + }, + "7": { + "Dice": 0.13632156180752292, + "FN": 30310, + "FP": 481, + "IoU": 0.07314650371752807, + "TN": 492475, + "TP": 2430, + "n_pred": 2911, + "n_ref": 32740 + }, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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": 0.0, + "FN": 2, + "FP": 8, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 8, + "n_ref": 2 + }, + "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": 1218, + "IoU": 0.0, + "TN": 174014, + "TP": 0, + "n_pred": 1218, + "n_ref": 0 + }, + "2": { + "Dice": 0.490257254058159, + "FN": 80223, + "FP": 324, + "IoU": 0.3247290012659183, + "TN": 55951, + "TP": 38734, + "n_pred": 39058, + "n_ref": 118957 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 64231, + "IoU": 0.0, + "TN": 111001, + "TP": 0, + "n_pred": 64231, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8682170542635659, + "FN": 16, + "FP": 1, + "IoU": 0.7671232876712328, + "TN": 175159, + "TP": 56, + "n_pred": 57, + "n_ref": 72 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38309859154929576, + "FN": 161, + "FP": 58, + "IoU": 0.23693379790940766, + "TN": 174945, + "TP": 68, + "n_pred": 126, + "n_ref": 229 + }, + "10": { + "Dice": 0.1646914396335993, + "FN": 17449, + "FP": 242, + "IoU": 0.08973501414972987, + "TN": 155797, + "TP": 1744, + "n_pred": 1986, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5999, + "IoU": 0.0, + "TN": 169233, + "TP": 0, + "n_pred": 5999, + "n_ref": 0 + }, + "3": { + "Dice": 0.6760748023905918, + "FN": 6951, + "FP": 1450, + "IoU": 0.5106593662628145, + "TN": 158064, + "TP": 8767, + "n_pred": 10217, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5610, + "IoU": 0.0, + "TN": 169622, + "TP": 0, + "n_pred": 5610, + "n_ref": 0 + }, + "7": { + "Dice": 0.8351209191619405, + "FN": 11071, + "FP": 151, + "IoU": 0.7169164017960749, + "TN": 135590, + "TP": 28420, + "n_pred": 28571, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0006873160308993381, + "FN": 66881, + "FP": 0, + "IoU": 0.00034377615688150183, + "TN": 108328, + "TP": 23, + "n_pred": 23, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 159, + "IoU": 0.0, + "TN": 159330, + "TP": 0, + "n_pred": 159, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6709, + "IoU": 0.0, + "TN": 168523, + "TP": 0, + "n_pred": 6709, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 1690, + "IoU": 0.0, + "TN": 348774, + "TP": 0, + "n_pred": 1690, + "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": 0.6102992834059294, + "FN": 21589, + "FP": 599, + "IoU": 0.43915878873666647, + "TN": 310902, + "TP": 17374, + "n_pred": 17973, + "n_ref": 38963 + }, + "15": { + "Dice": 0.06239168110918544, + "FN": 3, + "FP": 538, + "IoU": 0.03220035778175313, + "TN": 349905, + "TP": 18, + "n_pred": 556, + "n_ref": 21 + }, + "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": 98, + "IoU": 0.0, + "TN": 350366, + "TP": 0, + "n_pred": 98, + "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": 0.0, + "FN": 0, + "FP": 4352, + "IoU": 0.0, + "TN": 346112, + "TP": 0, + "n_pred": 4352, + "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_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.6194359042908703, + "FN": 1128, + "FP": 1719, + "IoU": 0.4486831913245546, + "TN": 170068, + "TP": 2317, + "n_pred": 4036, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9515347184101081, + "FN": 1268, + "FP": 3941, + "IoU": 0.9075500496947324, + "TN": 118888, + "TP": 51135, + "n_pred": 55076, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 175075, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9639774112495958, + "FN": 1594, + "FP": 1302, + "IoU": 0.9304598391163404, + "TN": 133587, + "TP": 38749, + "n_pred": 40051, + "n_ref": 40343 + }, + "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": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6376961853348111, + "FN": 20264, + "FP": 4, + "IoU": 0.46810129904212044, + "TN": 137127, + "TP": 17837, + "n_pred": 17841, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17316, + "IoU": 0.0, + "TN": 157916, + "TP": 0, + "n_pred": 17316, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 1976, + "FP": 0, + "IoU": 0.0, + "TN": 173256, + "TP": 0, + "n_pred": 0, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16254143170763205, + "FN": 19348, + "FP": 107, + "IoU": 0.0884599166002905, + "TN": 153889, + "TP": 1888, + "n_pred": 1995, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "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": 12, + "FP": 15452, + "IoU": 0.0, + "TN": 159768, + "TP": 0, + "n_pred": 15452, + "n_ref": 12 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.4049973971889641, + "FN": 6677, + "FP": 181, + "IoU": 0.2539164490861619, + "TN": 166040, + "TP": 2334, + "n_pred": 2515, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604645854994548, + "FN": 3570, + "FP": 4225, + "IoU": 0.9239363778298204, + "TN": 72752, + "TP": 94685, + "n_pred": 98910, + "n_ref": 98255 + }, + "7": { + "Dice": 0.06575585915805843, + "FN": 18146, + "FP": 7087, + "IoU": 0.03399563569541748, + "TN": 149111, + "TP": 888, + "n_pred": 7975, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1831, + "IoU": 0.0, + "TN": 173401, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3309, + "FP": 344, + "IoU": 0.0, + "TN": 171579, + "TP": 0, + "n_pred": 344, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2216, + "IoU": 0.0, + "TN": 173016, + "TP": 0, + "n_pred": 2216, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 174398, + "TP": 0, + "n_pred": 834, + "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": 10779, + "IoU": 0.0, + "TN": 164453, + "TP": 0, + "n_pred": 10779, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 174873, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1356, + "IoU": 0.0, + "TN": 173876, + "TP": 0, + "n_pred": 1356, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5707905698458368, + "FN": 3475, + "FP": 6520, + "IoU": 0.3993750375578391, + "TN": 158591, + "TP": 6646, + "n_pred": 13166, + "n_ref": 10121 + }, + "7": { + "Dice": 0.4848035221288447, + "FN": 38563, + "FP": 3798, + "IoU": 0.3199608296410454, + "TN": 112940, + "TP": 19931, + "n_pred": 23729, + "n_ref": 58494 + }, + "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": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0361.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": 13151, + "IoU": 0.0, + "TN": 337313, + "TP": 0, + "n_pred": 13151, + "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": 2163, + "IoU": 0.0, + "TN": 348301, + "TP": 0, + "n_pred": 2163, + "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": 357, + "IoU": 0.0, + "TN": 350107, + "TP": 0, + "n_pred": 357, + "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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852485/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1949.6990196078434, + "FP": 970.9993137254903, + "IoU": NaN, + "TN": 245875.68549019605, + "TP": 1424.604411764706, + "n_pred": 2395.6037254901958, + "n_ref": 3374.303431372549 + }, + "mean": { + "1": { + "Dice": 0.07787604073913557, + "FN": 1996.983088235294, + "FP": 852.3242647058823, + "IoU": 0.050516626470205626, + "TN": 246954.0801470588, + "TP": 417.60073529411767, + "n_pred": 1269.925, + "n_ref": 2414.583823529412 + }, + "10": { + "Dice": 0.12472351712737602, + "FN": 1191.722794117647, + "FP": 526.9985294117648, + "IoU": 0.09060226901573523, + "TN": 248291.01985294116, + "TP": 211.24705882352941, + "n_pred": 738.2455882352941, + "n_ref": 1402.9698529411767 + }, + "11": { + "Dice": NaN, + "FN": 93.91764705882353, + "FP": 0.0, + "IoU": NaN, + "TN": 250127.07058823528, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 93.91764705882353 + }, + "12": { + "Dice": NaN, + "FN": 78.0875, + "FP": 0.0, + "IoU": NaN, + "TN": 250142.90073529413, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 78.0875 + }, + "13": { + "Dice": 0.14648519341359542, + "FN": 1222.4573529411766, + "FP": 320.79558823529413, + "IoU": 0.09825804050526249, + "TN": 248454.46691176473, + "TP": 223.26838235294116, + "n_pred": 544.0639705882353, + "n_ref": 1445.7257352941176 + }, + "14": { + "Dice": 0.18527914202516102, + "FN": 5379.804411764706, + "FP": 719.1566176470589, + "IoU": 0.15503537107733617, + "TN": 242954.98823529406, + "TP": 1167.0389705882353, + "n_pred": 1886.195588235294, + "n_ref": 6546.843382352941 + }, + "15": { + "Dice": 0.10585945421213147, + "FN": 1585.8249999999998, + "FP": 600.7022058823529, + "IoU": 0.06758469675268577, + "TN": 247740.2125, + "TP": 294.2485294117647, + "n_pred": 894.9507352941176, + "n_ref": 1880.0735294117646 + }, + "2": { + "Dice": 0.20980217703935375, + "FN": 1904.6110294117648, + "FP": 1612.7007352941177, + "IoU": 0.18393118282962737, + "TN": 244240.16102941177, + "TP": 2463.5154411764706, + "n_pred": 4076.216176470588, + "n_ref": 4368.126470588235 + }, + "3": { + "Dice": 0.13017863656949596, + "FN": 2526.8647058823526, + "FP": 1467.1573529411767, + "IoU": 0.09162252602236154, + "TN": 245402.53161764704, + "TP": 824.4345588235294, + "n_pred": 2291.5919117647054, + "n_ref": 3351.2992647058827 + }, + "4": { + "Dice": NaN, + "FN": 350.88602941176475, + "FP": 36.597058823529416, + "IoU": NaN, + "TN": 249804.3301470588, + "TP": 29.175, + "n_pred": 65.77205882352942, + "n_ref": 380.0610294117647 + }, + "5": { + "Dice": 0.01563575791227096, + "FN": 360.31985294117646, + "FP": 33.188235294117646, + "IoU": 0.008480905914950005, + "TN": 249819.19779411767, + "TP": 8.282352941176471, + "n_pred": 41.470588235294116, + "n_ref": 368.60220588235296 + }, + "6": { + "Dice": 0.34670963582643527, + "FN": 4809.434558823529, + "FP": 5288.31544117647, + "IoU": 0.3062246821128826, + "TN": 227923.52647058823, + "TP": 12199.711764705882, + "n_pred": 17488.027205882354, + "n_ref": 17009.14632352941 + }, + "7": { + "Dice": 0.18471504102004427, + "FN": 5243.007352941177, + "FP": 2026.6610294117647, + "IoU": 0.1425034231961507, + "TN": 240999.95147058825, + "TP": 1951.3683823529414, + "n_pred": 3978.0294117647063, + "n_ref": 7194.3757352941175 + }, + "8": { + "Dice": 0.31291159735213375, + "FN": 1254.9051470588233, + "FP": 654.3926470588235, + "IoU": 0.242600081221389, + "TN": 247311.12720588237, + "TP": 1000.5632352941177, + "n_pred": 1654.9558823529412, + "n_ref": 2255.4683823529413 + }, + "9": { + "Dice": 0.24356645746217365, + "FN": 1246.6588235294116, + "FP": 426.0, + "IoU": 0.16845145776959042, + "TN": 247969.7176470588, + "TP": 578.6117647058824, + "n_pred": 1004.6117647058825, + "n_ref": 1825.270588235294 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_002/summary.json b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45001e7dc1d9d4add91460365173e565d4c17160 --- /dev/null +++ b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3820895320394595, + "FN": 64102.98133333334, + "FP": 32258.552000000003, + "IoU": 0.28919514186423073, + "TN": 96238111.75733335, + "TP": 122487.54933333333, + "n_pred": 154746.10133333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.757505006876207, + "FN": 42541.66, + "FP": 45368.78, + "IoU": 0.6428756303731467, + "TN": 96217303.92, + "TP": 151746.48, + "n_pred": 197115.26, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4090800603410164, + "FN": 45899.94, + "FP": 19217.06, + "IoU": 0.2806716452122145, + "TN": 96363521.22, + "TP": 28322.62, + "n_pred": 47539.68, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.1885703199069022, + "FN": 49764.46, + "FP": 9681.98, + "IoU": 0.11380936945546848, + "TN": 96389420.72, + "TP": 8093.68, + "n_pred": 17775.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.4424558437568167, + "FN": 94114.3, + "FP": 6448.08, + "IoU": 0.3207838425834202, + "TN": 96312154.62, + "TP": 44243.84, + "n_pred": 50691.92, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5051740650341838, + "FN": 24598.36, + "FP": 12639.64, + "IoU": 0.389975671801511, + "TN": 96390274.16, + "TP": 29448.68, + "n_pred": 42088.32, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.34342315385902467, + "FN": 101450.38, + "FP": 50519.7, + "IoU": 0.23472831230520302, + "TN": 96249599.44, + "TP": 55391.32, + "n_pred": 105911.02, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4492071237503871, + "FN": 91686.16, + "FP": 66116.48, + "IoU": 0.3036188834228156, + "TN": 96227441.78, + "TP": 71716.42, + "n_pred": 137832.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.1722812295667005, + "FN": 23786.72, + "FP": 774.1, + "IoU": 0.10968378672924597, + "TN": 96429609.24, + "TP": 2790.78, + "n_pred": 3564.88, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.022855264321386022, + "FN": 16772.78, + "FP": 139.54, + "IoU": 0.012536263778281332, + "TN": 96439669.14, + "TP": 379.38, + "n_pred": 518.92, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8816797023148537, + "FN": 175673.86, + "FP": 137664.42, + "IoU": 0.7982940385870592, + "TN": 94960072.8, + "TP": 1183549.76, + "n_pred": 1321214.18, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.49883176296649134, + "FN": 174671.36, + "FP": 101935.08, + "IoU": 0.36018820729501827, + "TN": 96016101.1, + "TP": 164253.3, + "n_pred": 266188.38, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5635357615746941, + "FN": 71253.0, + "FP": 6087.32, + "IoU": 0.42289893757464775, + "TN": 96318504.34, + "TP": 61116.18, + "n_pred": 67203.5, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.49674368632322907, + "FN": 41394.7, + "FP": 27286.1, + "IoU": 0.3478625388454289, + "TN": 96352019.24, + "TP": 36260.8, + "n_pred": 63546.9, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8095626389918458, + "FN": 16243, + "FP": 19723, + "IoU": 0.6800547979326235, + "TN": 119480907, + "TP": 76447, + "n_pred": 96170, + "n_ref": 92690 + }, + "10": { + "Dice": 0.3012773379388177, + "FN": 57716, + "FP": 24008, + "IoU": 0.1773552238205007, + "TN": 119493977, + "TP": 17619, + "n_pred": 41627, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.14113380587732838, + "FN": 48048, + "FP": 9265, + "IoU": 0.07592467189061945, + "TN": 119531298, + "TP": 4709, + "n_pred": 13974, + "n_ref": 52757 + }, + "14": { + "Dice": 0.15719680793782237, + "FN": 226319, + "FP": 642, + "IoU": 0.08530309075594353, + "TN": 119345193, + "TP": 21166, + "n_pred": 21808, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 141980, + "IoU": 0.0, + "TN": 119418477, + "TP": 0, + "n_pred": 141980, + "n_ref": 32863 + }, + "2": { + "Dice": 0.08642453243299845, + "FN": 133989, + "FP": 9964, + "IoU": 0.04516390071768748, + "TN": 119442558, + "TP": 6809, + "n_pred": 16773, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6430743165895875, + "FN": 29937, + "FP": 125961, + "IoU": 0.47392007126972824, + "TN": 119296981, + "TP": 140441, + "n_pred": 266402, + "n_ref": 170378 + }, + "4": { + "Dice": 0.009987451663294835, + "FN": 77314, + "FP": 4, + "IoU": 0.005018788284346528, + "TN": 119515612, + "TP": 390, + "n_pred": 394, + "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": 0.9506849197530599, + "FN": 73944, + "FP": 41006, + "IoU": 0.9060052005822036, + "TN": 118370380, + "TP": 1107990, + "n_pred": 1148996, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 219097, + "IoU": 0.0, + "TN": 119374223, + "TP": 0, + "n_pred": 219097, + "n_ref": 0 + }, + "8": { + "Dice": 0.6725231229048023, + "FN": 136645, + "FP": 9299, + "IoU": 0.5066175799434083, + "TN": 119297517, + "TP": 149859, + "n_pred": 159158, + "n_ref": 286504 + }, + "9": { + "Dice": 0.43102642360251864, + "FN": 53020, + "FP": 9059, + "IoU": 0.27471872699870314, + "TN": 119507727, + "TP": 23514, + "n_pred": 32573, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8710383897375943, + "FN": 26890, + "FP": 20983, + "IoU": 0.7715394233247115, + "TN": 72616114, + "TP": 161673, + "n_pred": 182656, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5109904681674233, + "FN": 35696, + "FP": 26996, + "IoU": 0.34317474619422295, + "TN": 72730213, + "TP": 32755, + "n_pred": 59751, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.12983931521249437, + "FN": 45860, + "FP": 12084, + "IoU": 0.06942682319687796, + "TN": 72763393, + "TP": 4323, + "n_pred": 16407, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7632872360974982, + "FN": 23543, + "FP": 9544, + "IoU": 0.6171903924472417, + "TN": 72739228, + "TP": 53345, + "n_pred": 62889, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5641301313925962, + "FN": 15196, + "FP": 26967, + "IoU": 0.3928838843451215, + "TN": 72756212, + "TP": 27285, + "n_pred": 54252, + "n_ref": 42481 + }, + "2": { + "Dice": 0.28315724630101, + "FN": 111481, + "FP": 11869, + "IoU": 0.16492905112651646, + "TN": 72677948, + "TP": 24362, + "n_pred": 36231, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6369672667803764, + "FN": 13806, + "FP": 115389, + "IoU": 0.4673161922353795, + "TN": 72583124, + "TP": 113341, + "n_pred": 228730, + "n_ref": 127147 + }, + "4": { + "Dice": 0.2812576163782598, + "FN": 22394, + "FP": 1198, + "IoU": 0.1636415201361316, + "TN": 72797452, + "TP": 4616, + "n_pred": 5814, + "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": 0.924818692364636, + "FN": 91535, + "FP": 89952, + "IoU": 0.8601513863727607, + "TN": 71527921, + "TP": 1116252, + "n_pred": 1206204, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6500853007955527, + "FN": 109894, + "FP": 28963, + "IoU": 0.48157509595137465, + "TN": 72557816, + "TP": 128987, + "n_pred": 157950, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8715277121192065, + "FN": 12105, + "FP": 1483, + "IoU": 0.7723075891884645, + "TN": 72765983, + "TP": 46089, + "n_pred": 47572, + "n_ref": 58194 + }, + "9": { + "Dice": 0.46806453880764903, + "FN": 51354, + "FP": 9176, + "IoU": 0.3055380273287365, + "TN": 72738499, + "TP": 26631, + "n_pred": 35807, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6586092150543746, + "FN": 109423, + "FP": 46723, + "IoU": 0.4909898162757038, + "TN": 71502724, + "TP": 150618, + "n_pred": 197341, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6212600682034873, + "FN": 40613, + "FP": 24136, + "IoU": 0.45059989478507306, + "TN": 71691634, + "TP": 53105, + "n_pred": 77241, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3341131433432582, + "FN": 49762, + "FP": 6596, + "IoU": 0.20056172603089492, + "TN": 71738991, + "TP": 14139, + "n_pred": 20735, + "n_ref": 63901 + }, + "14": { + "Dice": 0.2063073660350142, + "FN": 462101, + "FP": 94, + "IoU": 0.11501823786774913, + "TN": 71287223, + "TP": 60070, + "n_pred": 60164, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7361598063122935, + "FN": 75154, + "FP": 475, + "IoU": 0.5824785522640197, + "TN": 71628350, + "TP": 105509, + "n_pred": 105984, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0004037669077392616, + "FN": 146840, + "FP": 21506, + "IoU": 0.00020192421902838817, + "TN": 71641108, + "TP": 34, + "n_pred": 21540, + "n_ref": 146874 + }, + "3": { + "Dice": 0.46913877234317036, + "FN": 85535, + "FP": 139556, + "IoU": 0.3064541474221309, + "TN": 71484937, + "TP": 99460, + "n_pred": 239016, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6344802241719877, + "FN": 7069, + "FP": 888, + "IoU": 0.4646437462154343, + "TN": 71794625, + "TP": 6906, + "n_pred": 7794, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9188312102046104, + "FN": 58468, + "FP": 151731, + "IoU": 0.8498499206386624, + "TN": 70409562, + "TP": 1189727, + "n_pred": 1341458, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7656075865983354, + "FN": 50343, + "FP": 62809, + "IoU": 0.6202303078714814, + "TN": 71511539, + "TP": 184797, + "n_pred": 247606, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7901652412886443, + "FN": 24737, + "FP": 5270, + "IoU": 0.6531183168602971, + "TN": 71722983, + "TP": 56498, + "n_pred": 61768, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6511118977890773, + "FN": 37576, + "FP": 16629, + "IoU": 0.48270267690986307, + "TN": 71704703, + "TP": 50580, + "n_pred": 67209, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560887494503666, + "FN": 13064, + "FP": 5411, + "IoU": 0.9158716786958403, + "TN": 135225905, + "TP": 201130, + "n_pred": 206541, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6488310823609095, + "FN": 28615, + "FP": 32566, + "IoU": 0.48019982837868835, + "TN": 135327809, + "TP": 56520, + "n_pred": 89086, + "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": 0.4859981362437414, + "FN": 25188, + "FP": 7355, + "IoU": 0.3210023368385912, + "TN": 135397582, + "TP": 15385, + "n_pred": 22740, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6612365959388546, + "FN": 70560, + "FP": 3680, + "IoU": 0.4939159480554893, + "TN": 135298815, + "TP": 72455, + "n_pred": 76135, + "n_ref": 143015 + }, + "15": { + "Dice": 0.742832829264366, + "FN": 19001, + "FP": 3362, + "IoU": 0.5908783227529683, + "TN": 135390849, + "TP": 32298, + "n_pred": 35660, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2802302332626477, + "FN": 174850, + "FP": 3347, + "IoU": 0.16294636566049434, + "TN": 135232624, + "TP": 34689, + "n_pred": 38036, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5339613367901476, + "FN": 112251, + "FP": 87818, + "IoU": 0.36422050126635375, + "TN": 135130827, + "TP": 114614, + "n_pred": 202432, + "n_ref": 226865 + }, + "4": { + "Dice": 0.39874157685521755, + "FN": 27462, + "FP": 823, + "IoU": 0.249017629566695, + "TN": 135407846, + "TP": 9379, + "n_pred": 10202, + "n_ref": 36841 + }, + "5": { + "Dice": 0.02805735557700262, + "FN": 27637, + "FP": 561, + "IoU": 0.014228281768921517, + "TN": 135416905, + "TP": 407, + "n_pred": 968, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9425914532703751, + "FN": 114205, + "FP": 74378, + "IoU": 0.8914165259829245, + "TN": 133708754, + "TP": 1548173, + "n_pred": 1622551, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6519712968904965, + "FN": 59277, + "FP": 89862, + "IoU": 0.48364793374695325, + "TN": 135156678, + "TP": 139693, + "n_pred": 229555, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6185023883113234, + "FN": 157554, + "FP": 5376, + "IoU": 0.4477042761987085, + "TN": 135150505, + "TP": 132075, + "n_pred": 137451, + "n_ref": 289629 + }, + "9": { + "Dice": 0.6198141796263612, + "FN": 51503, + "FP": 5580, + "IoU": 0.4490802401219912, + "TN": 135341896, + "TP": 46531, + "n_pred": 52111, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6448389285376893, + "FN": 68503, + "FP": 138270, + "IoU": 0.47583932428184667, + "TN": 105359521, + "TP": 187711, + "n_pred": 325981, + "n_ref": 256214 + }, + "10": { + "Dice": 0.09398360852531293, + "FN": 56179, + "FP": 26842, + "IoU": 0.049308919349113106, + "TN": 105666678, + "TP": 4306, + "n_pred": 31148, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.053135796189143936, + "FN": 78395, + "FP": 10953, + "IoU": 0.027293016166784607, + "TN": 105662150, + "TP": 2507, + "n_pred": 13460, + "n_ref": 80902 + }, + "14": { + "Dice": 0.25877650637567867, + "FN": 167637, + "FP": 7, + "IoU": 0.14861762853718488, + "TN": 105557097, + "TP": 29264, + "n_pred": 29271, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5621030345800988, + "FN": 16781, + "FP": 593, + "IoU": 0.390920245398773, + "TN": 105725480, + "TP": 11151, + "n_pred": 11744, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6546921238719617, + "FN": 32207, + "FP": 95098, + "IoU": 0.4866485475103634, + "TN": 105506017, + "TP": 120683, + "n_pred": 215781, + "n_ref": 152890 + }, + "3": { + "Dice": 0.692577351013565, + "FN": 69220, + "FP": 21545, + "IoU": 0.5297272091396596, + "TN": 105561000, + "TP": 102240, + "n_pred": 123785, + "n_ref": 171460 + }, + "4": { + "Dice": 9.77445446326027e-05, + "FN": 40852, + "FP": 67, + "IoU": 4.8874660932039783e-05, + "TN": 105713084, + "TP": 2, + "n_pred": 69, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8982506746709258, + "FN": 231840, + "FP": 63754, + "IoU": 0.8152949623115342, + "TN": 104153648, + "TP": 1304763, + "n_pred": 1368517, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6884815500510725, + "FN": 95832, + "FP": 60316, + "IoU": 0.5249499540611747, + "TN": 105425307, + "TP": 172550, + "n_pred": 232866, + "n_ref": 268382 + }, + "8": { + "Dice": 0.44445582936284306, + "FN": 62642, + "FP": 2420, + "IoU": 0.28572369576673107, + "TN": 105662917, + "TP": 26026, + "n_pred": 28446, + "n_ref": 88668 + }, + "9": { + "Dice": 0.2894124325858643, + "FN": 51866, + "FP": 60787, + "IoU": 0.16918890216381255, + "TN": 105618411, + "TP": 22941, + "n_pred": 83728, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.890957285702648, + "FN": 39985, + "FP": 12218, + "IoU": 0.8033570521827242, + "TN": 96872409, + "TP": 213268, + "n_pred": 225486, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6972500753109265, + "FN": 23463, + "FP": 53922, + "IoU": 0.5352140591966174, + "TN": 96971384, + "TP": 89111, + "n_pred": 143033, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5011619455165283, + "FN": 25420, + "FP": 23307, + "IoU": 0.3343669744822687, + "TN": 97064676, + "TP": 24477, + "n_pred": 47784, + "n_ref": 49897 + }, + "14": { + "Dice": 0.590173970444189, + "FN": 153602, + "FP": 368, + "IoU": 0.41861474967243506, + "TN": 96873047, + "TP": 110863, + "n_pred": 111231, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 0, + "IoU": 0.0, + "TN": 97115508, + "TP": 0, + "n_pred": 0, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5692467465576074, + "FN": 36325, + "FP": 117556, + "IoU": 0.397865072253374, + "TN": 96882321, + "TP": 101678, + "n_pred": 219234, + "n_ref": 138003 + }, + "3": { + "Dice": 0.2774063229099792, + "FN": 123031, + "FP": 61557, + "IoU": 0.1610399054631397, + "TN": 96917860, + "TP": 35432, + "n_pred": 96989, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5366945107398569, + "FN": 16702, + "FP": 1934, + "IoU": 0.36676860346585116, + "TN": 97108450, + "TP": 10794, + "n_pred": 12728, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8756108814496172, + "FN": 91264, + "FP": 309083, + "IoU": 0.7787436457749585, + "TN": 95328454, + "TP": 1409079, + "n_pred": 1718162, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6916483568594597, + "FN": 79227, + "FP": 76831, + "IoU": 0.5286410274222925, + "TN": 96806799, + "TP": 175023, + "n_pred": 251854, + "n_ref": 254250 + }, + "8": { + "Dice": 0.5222532546511104, + "FN": 81682, + "FP": 3162, + "IoU": 0.35341187946775593, + "TN": 97006662, + "TP": 46374, + "n_pred": 49536, + "n_ref": 128056 + }, + "9": { + "Dice": 0.46841563117697826, + "FN": 18104, + "FP": 96462, + "IoU": 0.30583730202009185, + "TN": 96972838, + "TP": 50476, + "n_pred": 146938, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.846214459427267, + "FN": 11885, + "FP": 46860, + "IoU": 0.7334243927231144, + "TN": 130546423, + "TP": 161624, + "n_pred": 208484, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5608360316603705, + "FN": 27365, + "FP": 50757, + "IoU": 0.38969571501113237, + "TN": 130638787, + "TP": 49883, + "n_pred": 100640, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.23801376572152494, + "FN": 52255, + "FP": 6088, + "IoU": 0.1350826476910533, + "TN": 130699337, + "TP": 9112, + "n_pred": 15200, + "n_ref": 61367 + }, + "14": { + "Dice": 0.4890246212121212, + "FN": 107786, + "FP": 132, + "IoU": 0.3236483056424269, + "TN": 130607233, + "TP": 51641, + "n_pred": 51773, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7051428827979438, + "FN": 13084, + "FP": 51, + "IoU": 0.5445719635241496, + "TN": 130737951, + "TP": 15706, + "n_pred": 15757, + "n_ref": 28790 + }, + "2": { + "Dice": 0.32719887299825273, + "FN": 133466, + "FP": 1691, + "IoU": 0.19559938579471736, + "TN": 130598770, + "TP": 32865, + "n_pred": 34556, + "n_ref": 166331 + }, + "3": { + "Dice": 0.2615805328771636, + "FN": 133098, + "FP": 52949, + "IoU": 0.1504703196347032, + "TN": 130547792, + "TP": 32953, + "n_pred": 85902, + "n_ref": 166051 + }, + "4": { + "Dice": 0.47153642113854316, + "FN": 20692, + "FP": 28, + "IoU": 0.30850353757842747, + "TN": 130736828, + "TP": 9244, + "n_pred": 9272, + "n_ref": 29936 + }, + "5": { + "Dice": 0.09281186460949647, + "FN": 29757, + "FP": 583, + "IoU": 0.04866424181612944, + "TN": 130734900, + "TP": 1552, + "n_pred": 2135, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9348540626571188, + "FN": 107134, + "FP": 64289, + "IoU": 0.8776769735321066, + "TN": 129365396, + "TP": 1229973, + "n_pred": 1294262, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.794150219071937, + "FN": 108875, + "FP": 65664, + "IoU": 0.6585813852043262, + "TN": 130255575, + "TP": 336678, + "n_pred": 402342, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7211200605438132, + "FN": 96818, + "FP": 6362, + "IoU": 0.5638684588722631, + "TN": 130530212, + "TP": 133400, + "n_pred": 139762, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7190452333237904, + "FN": 41750, + "FP": 5356, + "IoU": 0.5613353820365973, + "TN": 130659407, + "TP": 60279, + "n_pred": 65635, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5512862219108152, + "FN": 24600, + "FP": 262304, + "IoU": 0.3805349477920665, + "TN": 71772860, + "TP": 176244, + "n_pred": 438548, + "n_ref": 200844 + }, + "10": { + "Dice": 0.14853300733496333, + "FN": 55616, + "FP": 25178, + "IoU": 0.08022449653350941, + "TN": 72148167, + "TP": 7047, + "n_pred": 32225, + "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": 0.13070090318728073, + "FN": 65185, + "FP": 4691, + "IoU": 0.06991973805055304, + "TN": 72160879, + "TP": 5253, + "n_pred": 9944, + "n_ref": 70438 + }, + "14": { + "Dice": 0.023661236733431082, + "FN": 72086, + "FP": 73078, + "IoU": 0.011972257577098208, + "TN": 72089085, + "TP": 1759, + "n_pred": 74837, + "n_ref": 73845 + }, + "15": { + "Dice": 0.504288403876996, + "FN": 17468, + "FP": 3859, + "IoU": 0.3371561771561772, + "TN": 72203833, + "TP": 10848, + "n_pred": 14707, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5878051905267396, + "FN": 63062, + "FP": 27024, + "IoU": 0.4162352011093903, + "TN": 72081689, + "TP": 64233, + "n_pred": 91257, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6572618329708395, + "FN": 53261, + "FP": 66660, + "IoU": 0.48949366980834885, + "TN": 72001102, + "TP": 114985, + "n_pred": 181645, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5396735519563168, + "FN": 731204, + "FP": 600444, + "IoU": 0.36955678826421795, + "TN": 70123767, + "TP": 780593, + "n_pred": 1381037, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.0911715118046688, + "FN": 298028, + "FP": 524021, + "IoU": 0.047763071626652706, + "TN": 71372726, + "TP": 41233, + "n_pred": 565254, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7174799421281073, + "FN": 29394, + "FP": 678, + "IoU": 0.5594298020715824, + "TN": 72167751, + "TP": 38185, + "n_pred": 38863, + "n_ref": 67579 + }, + "9": { + "Dice": 0.08990093153925773, + "FN": 46276, + "FP": 21429, + "IoU": 0.04706610930484595, + "TN": 72164959, + "TP": 3344, + "n_pred": 24773, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.292894800157021, + "FN": 54297, + "FP": 113224, + "IoU": 0.17157396051746648, + "TN": 52350904, + "TP": 34695, + "n_pred": 147919, + "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": 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": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.16643282210073057, + "FN": 50677, + "FP": 1010, + "IoU": 0.0907699614755396, + "TN": 52496273, + "TP": 5160, + "n_pred": 6170, + "n_ref": 55837 + }, + "15": { + "Dice": 0.05627869138241618, + "FN": 23332, + "FP": 41630, + "IoU": 0.02895409497899819, + "TN": 52486221, + "TP": 1937, + "n_pred": 43567, + "n_ref": 25269 + }, + "2": { + "Dice": 0.010258273093828327, + "FN": 134370, + "FP": 1863, + "IoU": 0.005155580221850605, + "TN": 52416181, + "TP": 706, + "n_pred": 2569, + "n_ref": 135076 + }, + "3": { + "Dice": 0.4546061702861082, + "FN": 79790, + "FP": 72100, + "IoU": 0.29416849061075406, + "TN": 52337927, + "TP": 63303, + "n_pred": 135403, + "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": 0.7799823232993157, + "FN": 214203, + "FP": 100949, + "IoU": 0.6393205100180481, + "TN": 51679347, + "TP": 558621, + "n_pred": 659570, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2304558356987811, + "FN": 165460, + "FP": 18892, + "IoU": 0.13023457698767668, + "TN": 52341164, + "TP": 27604, + "n_pred": 46496, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5560060939880465, + "FN": 35810, + "FP": 2076, + "IoU": 0.3850473964420205, + "TN": 52491512, + "TP": 23722, + "n_pred": 25798, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4059999648302179, + "FN": 55002, + "FP": 12556, + "IoU": 0.254705116607462, + "TN": 52462474, + "TP": 23088, + "n_pred": 35644, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7416893443954244, + "FN": 68961, + "FP": 86899, + "IoU": 0.5894326183219579, + "TN": 143757629, + "TP": 223761, + "n_pred": 310660, + "n_ref": 292722 + }, + "10": { + "Dice": 0.47816654080813165, + "FN": 58387, + "FP": 28683, + "IoU": 0.3142042500905783, + "TN": 144010288, + "TP": 39892, + "n_pred": 68575, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.36556098141972365, + "FN": 79747, + "FP": 5481, + "IoU": 0.22366143812282524, + "TN": 144027468, + "TP": 24554, + "n_pred": 30035, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6334641110861218, + "FN": 219972, + "FP": 43, + "IoU": 0.4635546832140637, + "TN": 143727115, + "TP": 190120, + "n_pred": 190163, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7264220510082132, + "FN": 8382, + "FP": 2377, + "IoU": 0.5703789482090804, + "TN": 144112207, + "TP": 14284, + "n_pred": 16661, + "n_ref": 22666 + }, + "2": { + "Dice": 0.20361556379766851, + "FN": 118850, + "FP": 31239, + "IoU": 0.11334743259528816, + "TN": 143967974, + "TP": 19187, + "n_pred": 50426, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5326530612244897, + "FN": 91982, + "FP": 52288, + "IoU": 0.36300417246175243, + "TN": 143910765, + "TP": 82215, + "n_pred": 134503, + "n_ref": 174197 + }, + "4": { + "Dice": 0.20441795231416549, + "FN": 45340, + "FP": 40, + "IoU": 0.11384495215778169, + "TN": 144086040, + "TP": 5830, + "n_pred": 5870, + "n_ref": 51170 + }, + "5": { + "Dice": 0.08060678167757288, + "FN": 30777, + "FP": 133, + "IoU": 0.041995970866263756, + "TN": 144104985, + "TP": 1355, + "n_pred": 1488, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8606362253367176, + "FN": 92495, + "FP": 317545, + "IoU": 0.7553656211257572, + "TN": 142461116, + "TP": 1266094, + "n_pred": 1583639, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5914905695779282, + "FN": 64644, + "FP": 190089, + "IoU": 0.4199407947170671, + "TN": 143698100, + "TP": 184417, + "n_pred": 374506, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7182765350103498, + "FN": 83550, + "FP": 30639, + "IoU": 0.5603989898212168, + "TN": 143877494, + "TP": 145567, + "n_pred": 176206, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6811981995964613, + "FN": 39598, + "FP": 11753, + "IoU": 0.5165281086119402, + "TN": 144031037, + "TP": 54862, + "n_pred": 66615, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.870514394248222, + "FN": 22891, + "FP": 33966, + "IoU": 0.7707175636548403, + "TN": 111530942, + "TP": 191121, + "n_pred": 225087, + "n_ref": 214012 + }, + "10": { + "Dice": 0.23166544211362852, + "FN": 38277, + "FP": 12964, + "IoU": 0.13100769935216905, + "TN": 111719954, + "TP": 7725, + "n_pred": 20689, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.33643207656435736, + "FN": 41905, + "FP": 1637, + "IoU": 0.20223525100769513, + "TN": 111724340, + "TP": 11038, + "n_pred": 12675, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7079934088845546, + "FN": 39342, + "FP": 4075, + "IoU": 0.5479797191075575, + "TN": 111682869, + "TP": 52634, + "n_pred": 56709, + "n_ref": 91976 + }, + "15": { + "Dice": 0.40654205607476634, + "FN": 7948, + "FP": 180, + "IoU": 0.25513196480938416, + "TN": 111768008, + "TP": 2784, + "n_pred": 2964, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0874691840813769, + "FN": 196747, + "FP": 2766, + "IoU": 0.04573478416836064, + "TN": 111569845, + "TP": 9562, + "n_pred": 12328, + "n_ref": 206309 + }, + "3": { + "Dice": 0.30157867033239516, + "FN": 28776, + "FP": 131775, + "IoU": 0.1775641091315172, + "TN": 111583706, + "TP": 34663, + "n_pred": 166438, + "n_ref": 63439 + }, + "4": { + "Dice": 0.39730899430089556, + "FN": 14043, + "FP": 22, + "IoU": 0.24790118175498638, + "TN": 111760219, + "TP": 4636, + "n_pred": 4658, + "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": 0.9392753787069728, + "FN": 113393, + "FP": 31601, + "IoU": 0.8855035132134413, + "TN": 110512558, + "TP": 1121368, + "n_pred": 1152969, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4663668383795505, + "FN": 157094, + "FP": 28954, + "IoU": 0.3040928235320521, + "TN": 111511574, + "TP": 81298, + "n_pred": 110252, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5116469869051832, + "FN": 181831, + "FP": 311, + "IoU": 0.3437672261913769, + "TN": 111501363, + "TP": 95415, + "n_pred": 95726, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5334606589098585, + "FN": 48497, + "FP": 7198, + "IoU": 0.3637547551321156, + "TN": 111691383, + "TP": 31842, + "n_pred": 39040, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4324931175195736, + "FN": 98951, + "FP": 75445, + "IoU": 0.2759114631989338, + "TN": 198847026, + "TP": 66453, + "n_pred": 141898, + "n_ref": 165404 + }, + "10": { + "Dice": 0.13370841831352415, + "FN": 58374, + "FP": 3215, + "IoU": 0.07164390582134997, + "TN": 199021533, + "TP": 4753, + "n_pred": 7968, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.004087889626980072, + "FN": 35518, + "FP": 1513, + "IoU": 0.002048131080389145, + "TN": 199050768, + "TP": 76, + "n_pred": 1589, + "n_ref": 35594 + }, + "14": { + "Dice": 0.21155138833830298, + "FN": 40811, + "FP": 4934, + "IoU": 0.11828765275047222, + "TN": 199035993, + "TP": 6137, + "n_pred": 11071, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7525020431677809, + "FN": 54317, + "FP": 1102, + "IoU": 0.6032090385771973, + "TN": 198948207, + "TP": 84249, + "n_pred": 85351, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0016155088852988692, + "FN": 129473, + "FP": 307, + "IoU": 0.0008084074373484236, + "TN": 198957990, + "TP": 105, + "n_pred": 412, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5393650260736778, + "FN": 39227, + "FP": 130903, + "IoU": 0.3692675005746402, + "TN": 198818141, + "TP": 99604, + "n_pred": 230507, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.11850896189466895, + "FN": 18782, + "FP": 349, + "IoU": 0.06298672674731841, + "TN": 199067458, + "TP": 1286, + "n_pred": 1635, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8806654748210592, + "FN": 147875, + "FP": 125068, + "IoU": 0.7867759414284777, + "TN": 197807799, + "TP": 1007133, + "n_pred": 1132201, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.2977854865272084, + "FN": 122182, + "FP": 38142, + "IoU": 0.1749400467275291, + "TN": 198893557, + "TP": 33994, + "n_pred": 72136, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8242438283293162, + "FN": 25853, + "FP": 13596, + "IoU": 0.7010329592045532, + "TN": 198955924, + "TP": 92502, + "n_pred": 106098, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6414518953074423, + "FN": 53758, + "FP": 1737, + "IoU": 0.4721598691218993, + "TN": 198982739, + "TP": 49641, + "n_pred": 51378, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7445219839258298, + "FN": 21197, + "FP": 90790, + "IoU": 0.5930187342140171, + "TN": 130800027, + "TP": 163178, + "n_pred": 253968, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5388827794865497, + "FN": 34453, + "FP": 48152, + "IoU": 0.3688155692923674, + "TN": 130944319, + "TP": 48268, + "n_pred": 96420, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.22592911218169304, + "FN": 77027, + "FP": 12951, + "IoU": 0.1273506677399645, + "TN": 130972083, + "TP": 13131, + "n_pred": 26082, + "n_ref": 90158 + }, + "14": { + "Dice": 0.003688737613386764, + "FN": 56503, + "FP": 2918, + "IoU": 0.0018477767885639416, + "TN": 131015661, + "TP": 110, + "n_pred": 3028, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2190964947385767, + "FN": 18272, + "FP": 48072, + "IoU": 0.12302547223433927, + "TN": 130999541, + "TP": 9307, + "n_pred": 57379, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7016246048985313, + "FN": 39612, + "FP": 62999, + "IoU": 0.540386553492643, + "TN": 130851937, + "TP": 120644, + "n_pred": 183643, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5764012288277339, + "FN": 96163, + "FP": 41862, + "IoU": 0.40489022644568234, + "TN": 130843260, + "TP": 93907, + "n_pred": 135769, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 241, + "IoU": 0.0, + "TN": 131001871, + "TP": 0, + "n_pred": 241, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8455670633011748, + "FN": 109189, + "FP": 387139, + "IoU": 0.7324523031360557, + "TN": 129220091, + "TP": 1358773, + "n_pred": 1745912, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4977187514660014, + "FN": 363396, + "FP": 471740, + "IoU": 0.33130863608375616, + "TN": 129826281, + "TP": 413775, + "n_pred": 885515, + "n_ref": 777171 + }, + "8": { + "Dice": 0.5237377585866283, + "FN": 81793, + "FP": 2584, + "IoU": 0.35477284719089097, + "TN": 130944421, + "TP": 46394, + "n_pred": 48978, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2329091006545134, + "FN": 45989, + "FP": 82814, + "IoU": 0.13180368974837722, + "TN": 130926835, + "TP": 19554, + "n_pred": 102368, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8156605203334175, + "FN": 21786, + "FP": 65790, + "IoU": 0.6887049991469033, + "TN": 101335872, + "TP": 193752, + "n_pred": 259542, + "n_ref": 215538 + }, + "10": { + "Dice": 0.3428093133402064, + "FN": 29031, + "FP": 35352, + "IoU": 0.20686171850939328, + "TN": 101536025, + "TP": 16792, + "n_pred": 52144, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5615550755939525, + "FN": 34344, + "FP": 5850, + "IoU": 0.39039039039039036, + "TN": 101551266, + "TP": 25740, + "n_pred": 31590, + "n_ref": 60084 + }, + "14": { + "Dice": 0.744355033007276, + "FN": 23151, + "FP": 3376, + "IoU": 0.5928069259816412, + "TN": 101552054, + "TP": 38619, + "n_pred": 41995, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6671484571753936, + "FN": 2802, + "FP": 27596, + "IoU": 0.5005422102461305, + "TN": 101556338, + "TP": 30464, + "n_pred": 58060, + "n_ref": 33266 + }, + "2": { + "Dice": 0.025940882697316543, + "FN": 169629, + "FP": 34188, + "IoU": 0.013140884419288146, + "TN": 101410669, + "TP": 2714, + "n_pred": 36902, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5753546806583474, + "FN": 50378, + "FP": 130588, + "IoU": 0.40385819041909066, + "TN": 101313638, + "TP": 122596, + "n_pred": 253184, + "n_ref": 172974 + }, + "4": { + "Dice": 0.032355915065722954, + "FN": 15941, + "FP": 328, + "IoU": 0.01644398766700925, + "TN": 101600659, + "TP": 272, + "n_pred": 600, + "n_ref": 16213 + }, + "5": { + "Dice": 0.1872125797359442, + "FN": 27216, + "FP": 179, + "IoU": 0.10327332242225859, + "TN": 101586650, + "TP": 3155, + "n_pred": 3334, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8913471425560618, + "FN": 241660, + "FP": 73333, + "IoU": 0.8039912011872796, + "TN": 100010165, + "TP": 1292042, + "n_pred": 1365375, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7184831899585264, + "FN": 94001, + "FP": 167603, + "IoU": 0.5606506167759705, + "TN": 101021765, + "TP": 333831, + "n_pred": 501434, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6328687476474844, + "FN": 113408, + "FP": 24119, + "IoU": 0.4629173289385815, + "TN": 101361137, + "TP": 118536, + "n_pred": 142655, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6656187423541392, + "FN": 32301, + "FP": 16626, + "IoU": 0.49882201098090634, + "TN": 101519576, + "TP": 48697, + "n_pred": 65323, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.824656150260614, + "FN": 32016, + "FP": 44348, + "IoU": 0.7016296979334758, + "TN": 118926275, + "TP": 179573, + "n_pred": 223921, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5827221228384019, + "FN": 41659, + "FP": 14323, + "IoU": 0.4111558729791419, + "TN": 119087141, + "TP": 39089, + "n_pred": 53412, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.13477409696364823, + "FN": 29564, + "FP": 15516, + "IoU": 0.07225617912782202, + "TN": 119133621, + "TP": 3511, + "n_pred": 19027, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 9, + "IoU": 0.0, + "TN": 119116336, + "TP": 0, + "n_pred": 9, + "n_ref": 65867 + }, + "15": { + "Dice": 0.04123428320430462, + "FN": 19969, + "FP": 14955, + "IoU": 0.021051156271899088, + "TN": 119146537, + "TP": 751, + "n_pred": 15706, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6690196180578166, + "FN": 39378, + "FP": 113104, + "IoU": 0.5026517498939952, + "TN": 118875622, + "TP": 154108, + "n_pred": 267212, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5822597102237943, + "FN": 111402, + "FP": 11422, + "IoU": 0.4106956079492568, + "TN": 118973790, + "TP": 85598, + "n_pred": 97020, + "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": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.934347721485086, + "FN": 92237, + "FP": 139171, + "IoU": 0.8767848014994036, + "TN": 117304132, + "TP": 1646672, + "n_pred": 1785843, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.40902978624544467, + "FN": 193749, + "FP": 106416, + "IoU": 0.25709455947649007, + "TN": 118778170, + "TP": 103877, + "n_pred": 210293, + "n_ref": 297626 + }, + "8": { + "Dice": 0.37306222653388504, + "FN": 63321, + "FP": 11, + "IoU": 0.22930331609370247, + "TN": 119100037, + "TP": 18843, + "n_pred": 18854, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4813797116441456, + "FN": 40848, + "FP": 55410, + "IoU": 0.3169849075079294, + "TN": 119041281, + "TP": 44673, + "n_pred": 100083, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 90635, + "IoU": 0.0, + "TN": 61241845, + "TP": 0, + "n_pred": 90635, + "n_ref": 0 + }, + "10": { + "Dice": 0.12631850308277298, + "FN": 31488, + "FP": 9181, + "IoU": 0.06741727625031531, + "TN": 61288871, + "TP": 2940, + "n_pred": 12121, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0465377878481094, + "FN": 51248, + "FP": 8085, + "IoU": 0.023823234234382457, + "TN": 61271699, + "TP": 1448, + "n_pred": 9533, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5785473194647853, + "FN": 160361, + "FP": 215, + "IoU": 0.40701131130650575, + "TN": 61061689, + "TP": 110215, + "n_pred": 110430, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6306101503074252, + "FN": 32485, + "FP": 44535, + "IoU": 0.46050447244734277, + "TN": 61189717, + "TP": 65743, + "n_pred": 110278, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4468944902303145, + "FN": 97851, + "FP": 58320, + "IoU": 0.2877425180833888, + "TN": 61113218, + "TP": 63091, + "n_pred": 121411, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5609414332304106, + "FN": 60791, + "FP": 45430, + "IoU": 0.3897975010771219, + "TN": 61158405, + "TP": 67854, + "n_pred": 113284, + "n_ref": 128645 + }, + "4": { + "Dice": 0.05535837750633787, + "FN": 40988, + "FP": 0, + "IoU": 0.028467135983313185, + "TN": 61290291, + "TP": 1201, + "n_pred": 1201, + "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": 0.8783338943171002, + "FN": 115317, + "FP": 186869, + "IoU": 0.7830618130181864, + "TN": 59939521, + "TP": 1090773, + "n_pred": 1277642, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.24115094306045298, + "FN": 156799, + "FP": 141692, + "IoU": 0.1371072418687612, + "TN": 60986561, + "TP": 47428, + "n_pred": 189120, + "n_ref": 204227 + }, + "8": { + "Dice": 0.16711608316805207, + "FN": 74714, + "FP": 34, + "IoU": 0.0911765778691016, + "TN": 61250233, + "TP": 7499, + "n_pred": 7533, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6002613994072492, + "FN": 30766, + "FP": 12664, + "IoU": 0.42883821247271103, + "TN": 61256442, + "TP": 32608, + "n_pred": 45272, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9365966814744748, + "FN": 10808, + "FP": 11714, + "IoU": 0.880753957748716, + "TN": 148918630, + "TP": 166348, + "n_pred": 178062, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5037233687303814, + "FN": 42633, + "FP": 16813, + "IoU": 0.3366512302627908, + "TN": 149017885, + "TP": 30169, + "n_pred": 46982, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.012988022157343782, + "FN": 83782, + "FP": 5131, + "IoU": 0.006536458915283023, + "TN": 149018002, + "TP": 585, + "n_pred": 5716, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6752407775786343, + "FN": 41640, + "FP": 7827, + "IoU": 0.5097083048377985, + "TN": 149006607, + "TP": 51426, + "n_pred": 59253, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7809008801702814, + "FN": 4107, + "FP": 14936, + "IoU": 0.6405556918779138, + "TN": 149054521, + "TP": 33936, + "n_pred": 48872, + "n_ref": 38043 + }, + "2": { + "Dice": 0.44835510298225684, + "FN": 104520, + "FP": 24630, + "IoU": 0.288954711122367, + "TN": 148925866, + "TP": 52484, + "n_pred": 77114, + "n_ref": 157004 + }, + "3": { + "Dice": 0.25277325668640555, + "FN": 38188, + "FP": 91278, + "IoU": 0.14467112391321582, + "TN": 148956136, + "TP": 21898, + "n_pred": 113176, + "n_ref": 60086 + }, + "4": { + "Dice": 0.5176791343614211, + "FN": 16719, + "FP": 264, + "IoU": 0.3492355443154386, + "TN": 149081403, + "TP": 9114, + "n_pred": 9378, + "n_ref": 25833 + }, + "5": { + "Dice": 0.00035585077990629265, + "FN": 33710, + "FP": 0, + "IoU": 0.00017795705303120182, + "TN": 149073784, + "TP": 6, + "n_pred": 6, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9289207710017409, + "FN": 109861, + "FP": 42593, + "IoU": 0.8672754973229443, + "TN": 147958850, + "TP": 996196, + "n_pred": 1038789, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4497618981664522, + "FN": 185833, + "FP": 32666, + "IoU": 0.29012439936452034, + "TN": 148799701, + "TP": 89300, + "n_pred": 121966, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7169522744466007, + "FN": 98282, + "FP": 4984, + "IoU": 0.5587884691797942, + "TN": 148873449, + "TP": 130785, + "n_pred": 135769, + "n_ref": 229067 + }, + "9": { + "Dice": 0.5312194804349242, + "FN": 54851, + "FP": 2749, + "IoU": 0.3616738330599761, + "TN": 149017264, + "TP": 32636, + "n_pred": 35385, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7009650970541448, + "FN": 235073, + "FP": 3852, + "IoU": 0.5396045136774601, + "TN": 100193844, + "TP": 280031, + "n_pred": 283883, + "n_ref": 515104 + }, + "10": { + "Dice": 0.11181897157986183, + "FN": 35768, + "FP": 7172, + "IoU": 0.05922047192340556, + "TN": 100667157, + "TP": 2703, + "n_pred": 9875, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1586, + "IoU": 0.0, + "TN": 100672059, + "TP": 0, + "n_pred": 1586, + "n_ref": 39155 + }, + "14": { + "Dice": 0.1191144221815014, + "FN": 143982, + "FP": 2637, + "IoU": 0.0633289039940715, + "TN": 100556268, + "TP": 9913, + "n_pred": 12550, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8599469930872429, + "FN": 16583, + "FP": 9046, + "IoU": 0.7543043945087814, + "TN": 100608488, + "TP": 78683, + "n_pred": 87729, + "n_ref": 95266 + }, + "2": { + "Dice": 0.009372830726802716, + "FN": 231664, + "FP": 83719, + "IoU": 0.004708481262327416, + "TN": 100395925, + "TP": 1492, + "n_pred": 85211, + "n_ref": 233156 + }, + "3": { + "Dice": 0.2940000651105251, + "FN": 178791, + "FP": 38071, + "IoU": 0.1723329872984856, + "TN": 100450784, + "TP": 45154, + "n_pred": 83225, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0020100502512562816, + "FN": 57594, + "FP": 0, + "IoU": 0.001006036217303823, + "TN": 100655148, + "TP": 58, + "n_pred": 58, + "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": 0.5325461982366774, + "FN": 1165402, + "FP": 436852, + "IoU": 0.3629049157096182, + "TN": 98197863, + "TP": 912683, + "n_pred": 1349535, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.018708355392916612, + "FN": 168888, + "FP": 188835, + "IoU": 0.009442504562031164, + "TN": 100351667, + "TP": 3410, + "n_pred": 192245, + "n_ref": 172298 + }, + "8": { + "Dice": 0.03801802802302552, + "FN": 103946, + "FP": 0, + "IoU": 0.019377358490566036, + "TN": 100606800, + "TP": 2054, + "n_pred": 2054, + "n_ref": 106000 + }, + "9": { + "Dice": 0.2022313466882336, + "FN": 84789, + "FP": 49856, + "IoU": 0.11249019517371846, + "TN": 100561089, + "TP": 17066, + "n_pred": 66922, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8129418448688889, + "FN": 8436, + "FP": 23501, + "IoU": 0.6848374204371639, + "TN": 78849365, + "TP": 69398, + "n_pred": 92899, + "n_ref": 77834 + }, + "10": { + "Dice": 0.40136284918304344, + "FN": 28283, + "FP": 3519, + "IoU": 0.2510656336104373, + "TN": 78908237, + "TP": 10661, + "n_pred": 14180, + "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": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 572, + "IoU": 0.0, + "TN": 78922859, + "TP": 0, + "n_pred": 572, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8407722319580566, + "FN": 827, + "FP": 21252, + "IoU": 0.725286483930771, + "TN": 78870329, + "TP": 58292, + "n_pred": 79544, + "n_ref": 59119 + }, + "2": { + "Dice": 0.03288147574967281, + "FN": 98400, + "FP": 2837, + "IoU": 0.016715553915188718, + "TN": 78847742, + "TP": 1721, + "n_pred": 4558, + "n_ref": 100121 + }, + "3": { + "Dice": 0.652538353411923, + "FN": 9008, + "FP": 71576, + "IoU": 0.48427230197180215, + "TN": 78794447, + "TP": 75669, + "n_pred": 147245, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 834, + "IoU": 0.0, + "TN": 78932738, + "TP": 0, + "n_pred": 834, + "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": 0.8146124968085006, + "FN": 190218, + "FP": 45038, + "IoU": 0.6872119830985766, + "TN": 78198574, + "TP": 516870, + "n_pred": 561908, + "n_ref": 707088 + }, + "7": { + "Dice": 0.22612165793908034, + "FN": 626373, + "FP": 22103, + "IoU": 0.1274730361025597, + "TN": 78207484, + "TP": 94740, + "n_pred": 116843, + "n_ref": 721113 + }, + "8": { + "Dice": 0.4142776491301935, + "FN": 244519, + "FP": 327, + "IoU": 0.26125484634996304, + "TN": 78619265, + "TP": 86589, + "n_pred": 86916, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0060998724885412, + "FN": 56871, + "FP": 809, + "IoU": 0.0030592668130044764, + "TN": 78892843, + "TP": 177, + "n_pred": 986, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.869869673846985, + "FN": 19382, + "FP": 19160, + "IoU": 0.7697073989758665, + "TN": 104837079, + "TP": 128819, + "n_pred": 147979, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4626628749755139, + "FN": 52987, + "FP": 26562, + "IoU": 0.30095082428204856, + "TN": 104890644, + "TP": 34247, + "n_pred": 60809, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.295146366754407, + "FN": 63017, + "FP": 7677, + "IoU": 0.17312123515995087, + "TN": 104918945, + "TP": 14801, + "n_pred": 22478, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7462240635069526, + "FN": 27123, + "FP": 2096, + "IoU": 0.5951813572002549, + "TN": 104932262, + "TP": 42959, + "n_pred": 45055, + "n_ref": 70082 + }, + "15": { + "Dice": 0.11249177408740758, + "FN": 22907, + "FP": 20, + "IoU": 0.059598031173092696, + "TN": 104980060, + "TP": 1453, + "n_pred": 1473, + "n_ref": 24360 + }, + "2": { + "Dice": 0.2352195620979825, + "FN": 144768, + "FP": 24185, + "IoU": 0.13328545412573423, + "TN": 104809505, + "TP": 25982, + "n_pred": 50167, + "n_ref": 170750 + }, + "3": { + "Dice": 0.45889660890063044, + "FN": 79372, + "FP": 95544, + "IoU": 0.2977714613769486, + "TN": 104755353, + "TP": 74171, + "n_pred": 169715, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 105004103, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "5": { + "Dice": 0.148452691816212, + "FN": 27408, + "FP": 3246, + "IoU": 0.08017763908059773, + "TN": 104971114, + "TP": 2672, + "n_pred": 5918, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9287613763830113, + "FN": 70061, + "FP": 108781, + "IoU": 0.8669976566445023, + "TN": 103659787, + "TP": 1165811, + "n_pred": 1274592, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6284672683401975, + "FN": 74596, + "FP": 109254, + "IoU": 0.458222581082435, + "TN": 104665094, + "TP": 155496, + "n_pred": 264750, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6411782250442895, + "FN": 187749, + "FP": 11959, + "IoU": 0.4718633722698387, + "TN": 104626303, + "TP": 178429, + "n_pred": 190388, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5964848217977564, + "FN": 38015, + "FP": 37128, + "IoU": 0.4249934956612234, + "TN": 104873758, + "TP": 55539, + "n_pred": 92667, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6857528252021362, + "FN": 199514, + "FP": 839, + "IoU": 0.5217837544962634, + "TN": 177257329, + "TP": 218606, + "n_pred": 219445, + "n_ref": 418120 + }, + "10": { + "Dice": 0.038511188975727015, + "FN": 68933, + "FP": 82264, + "IoU": 0.01963365213162587, + "TN": 177522063, + "TP": 3028, + "n_pred": 85292, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.20936878278169652, + "FN": 65507, + "FP": 21921, + "IoU": 0.11692456870429478, + "TN": 177577284, + "TP": 11576, + "n_pred": 33497, + "n_ref": 77083 + }, + "14": { + "Dice": 0.4141604659357058, + "FN": 56263, + "FP": 267, + "IoU": 0.26116164784608953, + "TN": 177599776, + "TP": 19982, + "n_pred": 20249, + "n_ref": 76245 + }, + "15": { + "Dice": 0.001072468208978091, + "FN": 23155, + "FP": 2925, + "IoU": 0.0005365218057791063, + "TN": 177650194, + "TP": 14, + "n_pred": 2939, + "n_ref": 23169 + }, + "2": { + "Dice": 0.11739096933271691, + "FN": 199131, + "FP": 29959, + "IoU": 0.062355469149698146, + "TN": 177431963, + "TP": 15235, + "n_pred": 45194, + "n_ref": 214366 + }, + "3": { + "Dice": 0.43125050031170936, + "FN": 118155, + "FP": 116308, + "IoU": 0.2749008050025823, + "TN": 177352935, + "TP": 88890, + "n_pred": 205198, + "n_ref": 207045 + }, + "4": { + "Dice": 0.38270210460800813, + "FN": 26132, + "FP": 647, + "IoU": 0.23663055872291905, + "TN": 177641208, + "TP": 8301, + "n_pred": 8948, + "n_ref": 34433 + }, + "5": { + "Dice": 0.30335861321776814, + "FN": 25441, + "FP": 922, + "IoU": 0.17879948914431673, + "TN": 177644185, + "TP": 5740, + "n_pred": 6662, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8859239581714253, + "FN": 206775, + "FP": 204960, + "IoU": 0.7952095951343907, + "TN": 175665769, + "TP": 1598784, + "n_pred": 1803744, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6706581222430824, + "FN": 74370, + "FP": 214201, + "IoU": 0.5045038702720523, + "TN": 177093900, + "TP": 293817, + "n_pred": 508018, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7031095157347662, + "FN": 71735, + "FP": 36117, + "IoU": 0.5421502619267964, + "TN": 177440726, + "TP": 127710, + "n_pred": 163827, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7301776089587617, + "FN": 48047, + "FP": 16382, + "IoU": 0.5750234159597906, + "TN": 177524682, + "TP": 87177, + "n_pred": 103559, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9009519047503838, + "FN": 19489, + "FP": 17356, + "IoU": 0.8197565772094434, + "TN": 193801117, + "TP": 167573, + "n_pred": 184929, + "n_ref": 187062 + }, + "10": { + "Dice": 0.690083709824033, + "FN": 36182, + "FP": 9504, + "IoU": 0.5268151216986018, + "TN": 193908985, + "TP": 50864, + "n_pred": 60368, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.06817442027004153, + "FN": 64259, + "FP": 7308, + "IoU": 0.035290152995888655, + "TN": 193931350, + "TP": 2618, + "n_pred": 9926, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7882355456417784, + "FN": 20599, + "FP": 9116, + "IoU": 0.650485779481992, + "TN": 193920517, + "TP": 55303, + "n_pred": 64419, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7242866249203195, + "FN": 1650, + "FP": 13056, + "IoU": 0.5677502792310858, + "TN": 193971513, + "TP": 19316, + "n_pred": 32372, + "n_ref": 20966 + }, + "2": { + "Dice": 0.10382071280481785, + "FN": 131012, + "FP": 5149, + "IoU": 0.054752582472509165, + "TN": 193861487, + "TP": 7887, + "n_pred": 13036, + "n_ref": 138899 + }, + "3": { + "Dice": 0.532543856812322, + "FN": 43985, + "FP": 115016, + "IoU": 0.362902741103734, + "TN": 193755964, + "TP": 90570, + "n_pred": 205586, + "n_ref": 134555 + }, + "4": { + "Dice": 0.35871858814502205, + "FN": 16354, + "FP": 361, + "IoU": 0.218560074801309, + "TN": 193984145, + "TP": 4675, + "n_pred": 5036, + "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": 0.9241076151135313, + "FN": 131624, + "FP": 74275, + "IoU": 0.8589219777878119, + "TN": 192546066, + "TP": 1253570, + "n_pred": 1327845, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6125649384627232, + "FN": 166858, + "FP": 29355, + "IoU": 0.4415089076558306, + "TN": 193654208, + "TP": 155114, + "n_pred": 184469, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6312212483724184, + "FN": 127720, + "FP": 5113, + "IoU": 0.4611565219155021, + "TN": 193759020, + "TP": 113682, + "n_pred": 118795, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5447693741048211, + "FN": 59241, + "FP": 6233, + "IoU": 0.3743526039178213, + "TN": 193900885, + "TP": 39176, + "n_pred": 45409, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6705177865347306, + "FN": 14572, + "FP": 83588, + "IoU": 0.5043450598613418, + "TN": 99457759, + "TP": 99881, + "n_pred": 183469, + "n_ref": 114453 + }, + "10": { + "Dice": 0.3496291745293369, + "FN": 55751, + "FP": 3529, + "IoU": 0.21184885792538624, + "TN": 99580586, + "TP": 15934, + "n_pred": 19463, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.223808077740662, + "FN": 37324, + "FP": 18908, + "IoU": 0.12600444520430842, + "TN": 99591461, + "TP": 8107, + "n_pred": 27015, + "n_ref": 45431 + }, + "14": { + "Dice": 0.050718541283931114, + "FN": 52663, + "FP": 2626, + "IoU": 0.02601909593770919, + "TN": 99599034, + "TP": 1477, + "n_pred": 4103, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4838537292923124, + "FN": 25271, + "FP": 1773, + "IoU": 0.31913393756294056, + "TN": 99616080, + "TP": 12676, + "n_pred": 14449, + "n_ref": 37947 + }, + "2": { + "Dice": 0.5253042713233408, + "FN": 33847, + "FP": 112374, + "IoU": 0.3562119704481213, + "TN": 99428674, + "TP": 80905, + "n_pred": 193279, + "n_ref": 114752 + }, + "3": { + "Dice": 0.25538061716246563, + "FN": 103566, + "FP": 14480, + "IoU": 0.14638185249730637, + "TN": 99517511, + "TP": 20243, + "n_pred": 34723, + "n_ref": 123809 + }, + "4": { + "Dice": 0.021337496747332815, + "FN": 18701, + "FP": 104, + "IoU": 0.010783798001052078, + "TN": 99636790, + "TP": 205, + "n_pred": 309, + "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": 0.9171630087393747, + "FN": 165174, + "FP": 49592, + "IoU": 0.8470000712402935, + "TN": 98252100, + "TP": 1188934, + "n_pred": 1238526, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6663149733040201, + "FN": 31194, + "FP": 104800, + "IoU": 0.49960444930143905, + "TN": 99384027, + "TP": 135779, + "n_pred": 240579, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7672678863847885, + "FN": 35794, + "FP": 3716, + "IoU": 0.622412507884325, + "TN": 99551162, + "TP": 65128, + "n_pred": 68844, + "n_ref": 100922 + }, + "9": { + "Dice": 0.6329729200013067, + "FN": 47091, + "FP": 9088, + "IoU": 0.4630288084724054, + "TN": 99551178, + "TP": 48443, + "n_pred": 57531, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8417408583204614, + "FN": 121586, + "FP": 748, + "IoU": 0.7267293026497433, + "TN": 62635854, + "TP": 325332, + "n_pred": 326080, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7039684939005957, + "FN": 27766, + "FP": 8465, + "IoU": 0.5431723616189635, + "TN": 63004210, + "TP": 43079, + "n_pred": 51544, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 2983, + "IoU": 0.0, + "TN": 63034882, + "TP": 0, + "n_pred": 2983, + "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": 0.09248193440800445, + "FN": 117317, + "FP": 13293, + "IoU": 0.0484828616180381, + "TN": 62946255, + "TP": 6655, + "n_pred": 19948, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5566998039533323, + "FN": 43394, + "FP": 90695, + "IoU": 0.3857131076945631, + "TN": 62865236, + "TP": 84195, + "n_pred": 174890, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0032976092333058533, + "FN": 16926, + "FP": 0, + "IoU": 0.0016515276630883566, + "TN": 63066566, + "TP": 28, + "n_pred": 28, + "n_ref": 16954 + }, + "6": { + "Dice": 0.849154588911228, + "FN": 239344, + "FP": 76974, + "IoU": 0.7378528694899817, + "TN": 61876877, + "TP": 890325, + "n_pred": 967299, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6535291463964787, + "FN": 49456, + "FP": 64210, + "IoU": 0.4853644953750447, + "TN": 62862653, + "TP": 107201, + "n_pred": 171411, + "n_ref": 156657 + }, + "8": { + "Dice": 0.6534537520368989, + "FN": 52809, + "FP": 9928, + "IoU": 0.48528132845445743, + "TN": 62961634, + "TP": 59149, + "n_pred": 69077, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6495370702648389, + "FN": 20264, + "FP": 4151, + "IoU": 0.4809736394557823, + "TN": 63036480, + "TP": 22625, + "n_pred": 26776, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8694572441151778, + "FN": 41155, + "FP": 40323, + "IoU": 0.7690617976094986, + "TN": 109256005, + "TP": 271335, + "n_pred": 311658, + "n_ref": 312490 + }, + "10": { + "Dice": 0.36540083070484997, + "FN": 64527, + "FP": 16755, + "IoU": 0.22354154924868413, + "TN": 109504135, + "TP": 23401, + "n_pred": 40156, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.08026444131353636, + "FN": 77076, + "FP": 7788, + "IoU": 0.041810155023880226, + "TN": 109520251, + "TP": 3703, + "n_pred": 11491, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3962818481043521, + "FN": 64409, + "FP": 34637, + "IoU": 0.24710192850030027, + "TN": 109477265, + "TP": 32507, + "n_pred": 67144, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8379702035316338, + "FN": 26118, + "FP": 3823, + "IoU": 0.7211262620617712, + "TN": 109501454, + "TP": 77423, + "n_pred": 81246, + "n_ref": 103541 + }, + "2": { + "Dice": 0.645040477680786, + "FN": 89882, + "FP": 46787, + "IoU": 0.47605885419861377, + "TN": 109347970, + "TP": 124179, + "n_pred": 170966, + "n_ref": 214061 + }, + "3": { + "Dice": 0.67442567014887, + "FN": 101397, + "FP": 37913, + "IoU": 0.5087799717912553, + "TN": 109325218, + "TP": 144290, + "n_pred": 182203, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 0, + "IoU": 0.0, + "TN": 109558528, + "TP": 0, + "n_pred": 0, + "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": 0.7949042643470882, + "FN": 171394, + "FP": 385436, + "IoU": 0.6596191827999582, + "TN": 107972915, + "TP": 1079073, + "n_pred": 1464509, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5975746943391551, + "FN": 599828, + "FP": 205784, + "IoU": 0.42610090671286666, + "TN": 108205066, + "TP": 598140, + "n_pred": 803924, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.5700907363129176, + "FN": 52223, + "FP": 3875, + "IoU": 0.39869014824263344, + "TN": 109515525, + "TP": 37195, + "n_pred": 41070, + "n_ref": 89418 + }, + "9": { + "Dice": 0.2249269011736087, + "FN": 41239, + "FP": 54984, + "IoU": 0.126714162544811, + "TN": 109498633, + "TP": 13962, + "n_pred": 68946, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.762641726241991, + "FN": 6344, + "FP": 26293, + "IoU": 0.6163467303012848, + "TN": 66982283, + "TP": 52432, + "n_pred": 78725, + "n_ref": 58776 + }, + "10": { + "Dice": 0.036462924870212556, + "FN": 77307, + "FP": 1387, + "IoU": 0.01857002107678685, + "TN": 66987169, + "TP": 1489, + "n_pred": 2876, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "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": 0.5837285595489395, + "FN": 43537, + "FP": 2016, + "IoU": 0.41215867444381354, + "TN": 66989860, + "TP": 31939, + "n_pred": 33955, + "n_ref": 75476 + }, + "15": { + "Dice": 0.08168490353256729, + "FN": 28682, + "FP": 31576, + "IoU": 0.04258158822968636, + "TN": 67004414, + "TP": 2680, + "n_pred": 34256, + "n_ref": 31362 + }, + "2": { + "Dice": 0.08094459582198002, + "FN": 139354, + "FP": 12428, + "IoU": 0.04217939494907425, + "TN": 66908886, + "TP": 6684, + "n_pred": 19112, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6839887673901808, + "FN": 16784, + "FP": 115893, + "IoU": 0.5197438672569255, + "TN": 66791089, + "TP": 143586, + "n_pred": 259479, + "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": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8511641341085, + "FN": 265043, + "FP": 19918, + "IoU": 0.7408927239993454, + "TN": 65967572, + "TP": 814819, + "n_pred": 834737, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.20660951131488545, + "FN": 306412, + "FP": 40713, + "IoU": 0.11520609293872651, + "TN": 66675029, + "TP": 45198, + "n_pred": 85911, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8323367877540583, + "FN": 17365, + "FP": 10171, + "IoU": 0.7128226521353705, + "TN": 66971467, + "TP": 68349, + "n_pred": 78520, + "n_ref": 85714 + }, + "9": { + "Dice": 0.5458033662044932, + "FN": 47899, + "FP": 1107, + "IoU": 0.37532982371161616, + "TN": 66988901, + "TP": 29445, + "n_pred": 30552, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7006330638862338, + "FN": 47907, + "FP": 65160, + "IoU": 0.5392110915040937, + "TN": 74273903, + "TP": 132310, + "n_pred": 197470, + "n_ref": 180217 + }, + "10": { + "Dice": 0.06859146621223045, + "FN": 54056, + "FP": 2786, + "IoU": 0.03551370153559006, + "TN": 74460345, + "TP": 2093, + "n_pred": 4879, + "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": 0.0, + "FN": 42890, + "FP": 7550, + "IoU": 0.0, + "TN": 74468840, + "TP": 0, + "n_pred": 7550, + "n_ref": 42890 + }, + "14": { + "Dice": 0.1639047594426204, + "FN": 28755, + "FP": 3586, + "IoU": 0.08926811410548845, + "TN": 74483769, + "TP": 3170, + "n_pred": 6756, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8157062971067347, + "FN": 3519, + "FP": 8609, + "IoU": 0.6887702730445494, + "TN": 74480312, + "TP": 26840, + "n_pred": 35449, + "n_ref": 30359 + }, + "2": { + "Dice": 0.052833496274820486, + "FN": 136990, + "FP": 3489, + "IoU": 0.027133527704869216, + "TN": 74374883, + "TP": 3918, + "n_pred": 7407, + "n_ref": 140908 + }, + "3": { + "Dice": 0.49529691809192244, + "FN": 61175, + "FP": 131345, + "IoU": 0.3291658826562968, + "TN": 74232294, + "TP": 94466, + "n_pred": 225811, + "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": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8582024957532037, + "FN": 375005, + "FP": 31760, + "IoU": 0.75162407744036, + "TN": 72881581, + "TP": 1230934, + "n_pred": 1262694, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.019049401381918827, + "FN": 165257, + "FP": 33926, + "IoU": 0.009616293003575034, + "TN": 74318163, + "TP": 1934, + "n_pred": 35860, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8901356401965314, + "FN": 11387, + "FP": 1694, + "IoU": 0.8020220059631015, + "TN": 74453207, + "TP": 52992, + "n_pred": 54686, + "n_ref": 64379 + }, + "9": { + "Dice": 0.24214874474225248, + "FN": 80020, + "FP": 338, + "IoU": 0.1377526932486373, + "TN": 74426084, + "TP": 12838, + "n_pred": 13176, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8691148509672814, + "FN": 37000, + "FP": 37070, + "IoU": 0.7685261865103299, + "TN": 65731187, + "TP": 245923, + "n_pred": 282993, + "n_ref": 282923 + }, + "10": { + "Dice": 0.18378257963911784, + "FN": 73633, + "FP": 14303, + "IoU": 0.10118974610572795, + "TN": 65953344, + "TP": 9900, + "n_pred": 24203, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.16236175526221905, + "FN": 43075, + "FP": 3883, + "IoU": 0.0883534916228232, + "TN": 65999671, + "TP": 4551, + "n_pred": 8434, + "n_ref": 47626 + }, + "14": { + "Dice": 0.2994130346196863, + "FN": 41402, + "FP": 39403, + "IoU": 0.17606452402316666, + "TN": 65953108, + "TP": 17267, + "n_pred": 56670, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6641664040340371, + "FN": 3522, + "FP": 17790, + "IoU": 0.4971924692115321, + "TN": 66008794, + "TP": 21074, + "n_pred": 38864, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6564016058389313, + "FN": 45111, + "FP": 58364, + "IoU": 0.488540034500996, + "TN": 65848867, + "TP": 98838, + "n_pred": 157202, + "n_ref": 143949 + }, + "3": { + "Dice": 0.49839656823955686, + "FN": 96992, + "FP": 23448, + "IoU": 0.33190958258216613, + "TN": 65870905, + "TP": 59835, + "n_pred": 83283, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5553000209073803, + "FN": 17576, + "FP": 1567, + "IoU": 0.38437047756874093, + "TN": 66020085, + "TP": 11952, + "n_pred": 13519, + "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": 0.8895554910422413, + "FN": 93503, + "FP": 137422, + "IoU": 0.8010805437519435, + "TN": 64890283, + "TP": 929972, + "n_pred": 1067394, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7152887286684526, + "FN": 421557, + "FP": 20244, + "IoU": 0.5567700265656477, + "TN": 65054404, + "TP": 554975, + "n_pred": 575219, + "n_ref": 976532 + }, + "8": { + "Dice": 0.41627419959579703, + "FN": 58538, + "FP": 5293, + "IoU": 0.26284486840433763, + "TN": 65964589, + "TP": 22760, + "n_pred": 28053, + "n_ref": 81298 + }, + "9": { + "Dice": 0.4290834762930248, + "FN": 40696, + "FP": 37511, + "IoU": 0.2731421242425369, + "TN": 65943584, + "TP": 29389, + "n_pred": 66900, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321315088976687, + "FN": 9023, + "FP": 12037, + "IoU": 0.8728897955734747, + "TN": 113306857, + "TP": 144623, + "n_pred": 156660, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7067057610442576, + "FN": 19225, + "FP": 31690, + "IoU": 0.5464384977194983, + "TN": 113360284, + "TP": 61341, + "n_pred": 93031, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.05153352153228437, + "FN": 74585, + "FP": 9746, + "IoU": 0.026448246403915864, + "TN": 113385918, + "TP": 2291, + "n_pred": 12037, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7045401526890012, + "FN": 120139, + "FP": 182, + "IoU": 0.5438533306543026, + "TN": 113208763, + "TP": 143456, + "n_pred": 143638, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8070402608925017, + "FN": 5055, + "FP": 2992, + "IoU": 0.676502512562814, + "TN": 113447665, + "TP": 16828, + "n_pred": 19820, + "n_ref": 21883 + }, + "2": { + "Dice": 0.33215046911735624, + "FN": 96855, + "FP": 24723, + "IoU": 0.1991489417762876, + "TN": 113320729, + "TP": 30233, + "n_pred": 54956, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4822018286315825, + "FN": 63500, + "FP": 58486, + "IoU": 0.31769825377826005, + "TN": 113293754, + "TP": 56800, + "n_pred": 115286, + "n_ref": 120300 + }, + "4": { + "Dice": 0.01538117879822574, + "FN": 30851, + "FP": 4, + "IoU": 0.007750192950861847, + "TN": 113441444, + "TP": 241, + "n_pred": 245, + "n_ref": 31092 + }, + "5": { + "Dice": 0.11259531043971793, + "FN": 30862, + "FP": 96, + "IoU": 0.059656156977097384, + "TN": 113439618, + "TP": 1964, + "n_pred": 2060, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9424754626166995, + "FN": 87021, + "FP": 41960, + "IoU": 0.891209072981631, + "TN": 112286954, + "TP": 1056605, + "n_pred": 1098565, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5357884631238549, + "FN": 117288, + "FP": 57269, + "IoU": 0.3659228531056002, + "TN": 113197247, + "TP": 100736, + "n_pred": 158005, + "n_ref": 218024 + }, + "8": { + "Dice": 0.672971681204445, + "FN": 101932, + "FP": 7544, + "IoU": 0.5071268424891274, + "TN": 113250422, + "TP": 112642, + "n_pred": 120186, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6522398726162565, + "FN": 54217, + "FP": 1257, + "IoU": 0.48394358859864556, + "TN": 113365044, + "TP": 52022, + "n_pred": 53279, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7025942809780357, + "FN": 21228, + "FP": 68477, + "IoU": 0.5415378325198681, + "TN": 75001063, + "TP": 105960, + "n_pred": 174437, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4651485583926559, + "FN": 66208, + "FP": 11630, + "IoU": 0.3030577069436361, + "TN": 75085043, + "TP": 33847, + "n_pred": 45477, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.04402557173927371, + "FN": 53924, + "FP": 4096, + "IoU": 0.022508255273266393, + "TN": 75137372, + "TP": 1336, + "n_pred": 5432, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7644309353707138, + "FN": 49811, + "FP": 1495, + "IoU": 0.6186873378867492, + "TN": 75062177, + "TP": 83245, + "n_pred": 84740, + "n_ref": 133056 + }, + "15": { + "Dice": 0.405644750254842, + "FN": 54711, + "FP": 1263, + "IoU": 0.25442557442557445, + "TN": 75121653, + "TP": 19101, + "n_pred": 20364, + "n_ref": 73812 + }, + "2": { + "Dice": 0.1551723136439413, + "FN": 132955, + "FP": 12488, + "IoU": 0.08411209068010075, + "TN": 75037928, + "TP": 13357, + "n_pred": 25845, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4336251840533001, + "FN": 73449, + "FP": 120032, + "IoU": 0.2768336030678722, + "TN": 74929181, + "TP": 74066, + "n_pred": 194098, + "n_ref": 147515 + }, + "4": { + "Dice": 0.04552443094461319, + "FN": 24356, + "FP": 1097, + "IoU": 0.023292402148887184, + "TN": 75170668, + "TP": 607, + "n_pred": 1704, + "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": 0.9175946225809435, + "FN": 50939, + "FP": 165600, + "IoU": 0.847736570534141, + "TN": 73774594, + "TP": 1205595, + "n_pred": 1371195, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6860071852149762, + "FN": 24737, + "FP": 91592, + "IoU": 0.5220783382496734, + "TN": 74953322, + "TP": 127077, + "n_pred": 218669, + "n_ref": 151814 + }, + "8": { + "Dice": 0.6510109255305789, + "FN": 40675, + "FP": 6568, + "IoU": 0.4825916961459691, + "TN": 75105421, + "TP": 44064, + "n_pred": 50632, + "n_ref": 84739 + }, + "9": { + "Dice": 0.4440068992132062, + "FN": 49045, + "FP": 21550, + "IoU": 0.28535274288086004, + "TN": 75097945, + "TP": 28188, + "n_pred": 49738, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9304364079019256, + "FN": 21706, + "FP": 7324, + "IoU": 0.8699215406881656, + "TN": 86704699, + "TP": 194143, + "n_pred": 201467, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5333265472312704, + "FN": 42631, + "FP": 3215, + "IoU": 0.36363005427314243, + "TN": 86855829, + "TP": 26197, + "n_pred": 29412, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.11462382173824098, + "FN": 51719, + "FP": 4544, + "IoU": 0.060796260746181455, + "TN": 86867967, + "TP": 3642, + "n_pred": 8186, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6319392414647034, + "FN": 43214, + "FP": 3455, + "IoU": 0.4619233740329517, + "TN": 86841139, + "TP": 40064, + "n_pred": 43519, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5933569981887393, + "FN": 93367, + "FP": 1600, + "IoU": 0.4218248677345315, + "TN": 86763619, + "TP": 69286, + "n_pred": 70886, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6263168444731508, + "FN": 39856, + "FP": 60812, + "IoU": 0.45593981549037726, + "TN": 86742841, + "TP": 84363, + "n_pred": 145175, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6255717822429173, + "FN": 86586, + "FP": 13687, + "IoU": 0.45515056673078386, + "TN": 86743834, + "TP": 83765, + "n_pred": 97452, + "n_ref": 170351 + }, + "4": { + "Dice": 0.15987158908507224, + "FN": 14530, + "FP": 6406, + "IoU": 0.08688066992323797, + "TN": 86904944, + "TP": 1992, + "n_pred": 8398, + "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": 0.8985569093547893, + "FN": 68877, + "FP": 180722, + "IoU": 0.8157996695302947, + "TN": 85572831, + "TP": 1105442, + "n_pred": 1286164, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6924431634291855, + "FN": 456238, + "FP": 47414, + "IoU": 0.5295702213948726, + "TN": 85857251, + "TP": 566969, + "n_pred": 614383, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.5261893190777039, + "FN": 34899, + "FP": 199, + "IoU": 0.357026398226684, + "TN": 86873285, + "TP": 19489, + "n_pred": 19688, + "n_ref": 54388 + }, + "9": { + "Dice": 0.427468058997618, + "FN": 24111, + "FP": 47274, + "IoU": 0.2718342615827162, + "TN": 86829838, + "TP": 26649, + "n_pred": 73923, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28708375107899015, + "FN": 34917, + "FP": 231025, + "IoU": 0.16759940905448717, + "TN": 37430112, + "TP": 53546, + "n_pred": 284571, + "n_ref": 88463 + }, + "10": { + "Dice": 0.1761194485580373, + "FN": 53476, + "FP": 489, + "IoU": 0.09656303885624362, + "TN": 37689867, + "TP": 5768, + "n_pred": 6257, + "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": 0.06316606981058809, + "FN": 43421, + "FP": 5, + "IoU": 0.03261305413232346, + "TN": 37704710, + "TP": 1464, + "n_pred": 1469, + "n_ref": 44885 + }, + "14": { + "Dice": 0.49570096117083234, + "FN": 44524, + "FP": 68910, + "IoU": 0.329522886324948, + "TN": 37580416, + "TP": 55750, + "n_pred": 124660, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6487, + "IoU": 0.0, + "TN": 37743113, + "TP": 0, + "n_pred": 6487, + "n_ref": 0 + }, + "2": { + "Dice": 0.048024304270774504, + "FN": 97766, + "FP": 0, + "IoU": 0.02460292122276319, + "TN": 37649368, + "TP": 2466, + "n_pred": 2466, + "n_ref": 100232 + }, + "3": { + "Dice": 0.013605313452040796, + "FN": 87980, + "FP": 16276, + "IoU": 0.006849249821386044, + "TN": 37644625, + "TP": 719, + "n_pred": 16995, + "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": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7143083077335652, + "FN": 327000, + "FP": 5380, + "IoU": 0.5555828913185034, + "TN": 37001699, + "TP": 415521, + "n_pred": 420901, + "n_ref": 742521 + }, + "7": { + "Dice": 0.45207243444941836, + "FN": 230315, + "FP": 48390, + "IoU": 0.29205012205375447, + "TN": 37355921, + "TP": 114974, + "n_pred": 163364, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8731463911729567, + "FN": 15966, + "FP": 2084, + "IoU": 0.774853436447549, + "TN": 37669430, + "TP": 62120, + "n_pred": 64204, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7224805186300831, + "FN": 21672, + "FP": 3756, + "IoU": 0.5655338561689477, + "TN": 37691073, + "TP": 33099, + "n_pred": 36855, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.822188940907322, + "FN": 23723, + "FP": 51668, + "IoU": 0.6980652240951889, + "TN": 75656995, + "TP": 174302, + "n_pred": 225970, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5639142105403036, + "FN": 61065, + "FP": 20978, + "IoU": 0.39267445906032317, + "TN": 75771599, + "TP": 53046, + "n_pred": 74024, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.1955664297314969, + "FN": 36865, + "FP": 1274, + "IoU": 0.10838106370543542, + "TN": 75863913, + "TP": 4636, + "n_pred": 5910, + "n_ref": 41501 + }, + "14": { + "Dice": 0.735617304689816, + "FN": 49237, + "FP": 4273, + "IoU": 0.5817995670285183, + "TN": 75778735, + "TP": 74443, + "n_pred": 78716, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4885228215099474, + "FN": 126593, + "FP": 461, + "IoU": 0.32320886379374636, + "TN": 75718958, + "TP": 60676, + "n_pred": 61137, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6389186964975836, + "FN": 34334, + "FP": 144680, + "IoU": 0.469419934616308, + "TN": 75569295, + "TP": 158379, + "n_pred": 303059, + "n_ref": 192713 + }, + "3": { + "Dice": 0.3806297136707484, + "FN": 184390, + "FP": 33157, + "IoU": 0.23504797938064578, + "TN": 75622295, + "TP": 66846, + "n_pred": 100003, + "n_ref": 251236 + }, + "4": { + "Dice": 0.33074907479942733, + "FN": 24055, + "FP": 720, + "IoU": 0.19814221445447777, + "TN": 75875791, + "TP": 6122, + "n_pred": 6842, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 207, + "IoU": 0.0, + "TN": 75896852, + "TP": 0, + "n_pred": 207, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9356241401182972, + "FN": 127185, + "FP": 90207, + "IoU": 0.8790354755154675, + "TN": 74109533, + "TP": 1579763, + "n_pred": 1669970, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6488834294327048, + "FN": 89905, + "FP": 109038, + "IoU": 0.48025717659598927, + "TN": 75523916, + "TP": 183829, + "n_pred": 292867, + "n_ref": 273734 + }, + "8": { + "Dice": 0.6659789649849235, + "FN": 45586, + "FP": 718, + "IoU": 0.4992267344400584, + "TN": 75814223, + "TP": 46161, + "n_pred": 46879, + "n_ref": 91747 + }, + "9": { + "Dice": 0.4596692398715276, + "FN": 45115, + "FP": 31599, + "IoU": 0.29842242443641687, + "TN": 75797343, + "TP": 32631, + "n_pred": 64230, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423703575821663, + "FN": 7711, + "FP": 2971, + "IoU": 0.8910211285567083, + "TN": 61289731, + "TP": 87337, + "n_pred": 90308, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6970974117198847, + "FN": 34139, + "FP": 4024, + "IoU": 0.5350341752257027, + "TN": 61305673, + "TP": 43914, + "n_pred": 47938, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.008791121365209436, + "FN": 39234, + "FP": 10602, + "IoU": 0.004414966937691032, + "TN": 61337693, + "TP": 221, + "n_pred": 10823, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7422523374304023, + "FN": 24067, + "FP": 5375, + "IoU": 0.5901440801837544, + "TN": 61315915, + "TP": 42393, + "n_pred": 47768, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8737363474726949, + "FN": 8332, + "FP": 1610, + "IoU": 0.775783135247288, + "TN": 61343409, + "TP": 34399, + "n_pred": 36009, + "n_ref": 42731 + }, + "2": { + "Dice": 0.3779172590768804, + "FN": 100470, + "FP": 7164, + "IoU": 0.23298272618436805, + "TN": 61247422, + "TP": 32694, + "n_pred": 39858, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6431209867231458, + "FN": 38122, + "FP": 67865, + "IoU": 0.47397076705461944, + "TN": 61186265, + "TP": 95498, + "n_pred": 163363, + "n_ref": 133620 + }, + "4": { + "Dice": 0.2948602730346215, + "FN": 15531, + "FP": 946, + "IoU": 0.1729244051802028, + "TN": 61367828, + "TP": 3445, + "n_pred": 4391, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0011547760817004079, + "FN": 27679, + "FP": 0, + "IoU": 0.000577721610398989, + "TN": 61360055, + "TP": 16, + "n_pred": 16, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9304885242874721, + "FN": 102711, + "FP": 30558, + "IoU": 0.8700126603761439, + "TN": 60362504, + "TP": 891977, + "n_pred": 922535, + "n_ref": 994688 + }, + "7": { + "Dice": 0.38064308934563756, + "FN": 122058, + "FP": 66940, + "IoU": 0.235058180714358, + "TN": 61140675, + "TP": 58077, + "n_pred": 125017, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6093414274068617, + "FN": 137555, + "FP": 1898, + "IoU": 0.43816752682193777, + "TN": 61139539, + "TP": 108758, + "n_pred": 110656, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4775462394438042, + "FN": 54440, + "FP": 868, + "IoU": 0.3136687969225042, + "TN": 61307165, + "TP": 25277, + "n_pred": 26145, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945607068955875, + "FN": 16430, + "FP": 3022, + "IoU": 0.8968260703526117, + "TN": 39560264, + "TP": 169084, + "n_pred": 172106, + "n_ref": 185514 + }, + "10": { + "Dice": 0.31074285714285715, + "FN": 40956, + "FP": 7292, + "IoU": 0.18395237128746364, + "TN": 39689676, + "TP": 10876, + "n_pred": 18168, + "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": 0.32041059481257445, + "FN": 35071, + "FP": 2004, + "IoU": 0.1907672159773, + "TN": 39702985, + "TP": 8740, + "n_pred": 10744, + "n_ref": 43811 + }, + "14": { + "Dice": 0.13271553248106588, + "FN": 29767, + "FP": 16840, + "IoU": 0.07107408367050007, + "TN": 39698627, + "TP": 3566, + "n_pred": 20406, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5341013194056883, + "FN": 26355, + "FP": 17890, + "IoU": 0.3643507743585323, + "TN": 39679194, + "TP": 25361, + "n_pred": 43251, + "n_ref": 51716 + }, + "2": { + "Dice": 0.2275677001642793, + "FN": 102540, + "FP": 1373, + "IoU": 0.12839288709947996, + "TN": 39629580, + "TP": 15307, + "n_pred": 16680, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6228880972134108, + "FN": 38548, + "FP": 77363, + "IoU": 0.45231480168967764, + "TN": 39537162, + "TP": 95727, + "n_pred": 173090, + "n_ref": 134275 + }, + "4": { + "Dice": 0.40539083557951483, + "FN": 17381, + "FP": 1370, + "IoU": 0.2542258282623394, + "TN": 39723657, + "TP": 6392, + "n_pred": 7762, + "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": 0.947766715027743, + "FN": 72202, + "FP": 22124, + "IoU": 0.9007191927527095, + "TN": 38798707, + "TP": 855767, + "n_pred": 877891, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5422971465403972, + "FN": 458647, + "FP": 2912, + "IoU": 0.37202173629100727, + "TN": 39013808, + "TP": 273433, + "n_pred": 276345, + "n_ref": 732080 + }, + "8": { + "Dice": 0.807305721064165, + "FN": 4957, + "FP": 16323, + "IoU": 0.6768756548278847, + "TN": 39682943, + "TP": 44577, + "n_pred": 60900, + "n_ref": 49534 + }, + "9": { + "Dice": 0.5125295777860136, + "FN": 23651, + "FP": 10547, + "IoU": 0.34456455075130327, + "TN": 39696624, + "TP": 17978, + "n_pred": 28525, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7167323189959972, + "FN": 29452, + "FP": 23906, + "IoU": 0.5585212887425328, + "TN": 101275746, + "TP": 67504, + "n_pred": 91410, + "n_ref": 96956 + }, + "10": { + "Dice": 0.41431822159986, + "FN": 58721, + "FP": 8199, + "IoU": 0.2612871177834198, + "TN": 101306018, + "TP": 23670, + "n_pred": 31869, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.18668842393483884, + "FN": 43195, + "FP": 15618, + "IoU": 0.10295441026188551, + "TN": 101331045, + "TP": 6750, + "n_pred": 22368, + "n_ref": 49945 + }, + "14": { + "Dice": 0.37833169375435877, + "FN": 134603, + "FP": 0, + "IoU": 0.23329782810533092, + "TN": 101221047, + "TP": 40958, + "n_pred": 40958, + "n_ref": 175561 + }, + "15": { + "Dice": 0.07410061631073528, + "FN": 25840, + "FP": 0, + "IoU": 0.03847585026419588, + "TN": 101369734, + "TP": 1034, + "n_pred": 1034, + "n_ref": 26874 + }, + "2": { + "Dice": 0.08519302984723373, + "FN": 173413, + "FP": 5397, + "IoU": 0.04449170656634747, + "TN": 101209472, + "TP": 8326, + "n_pred": 13723, + "n_ref": 181739 + }, + "3": { + "Dice": 0.08208455826360653, + "FN": 158283, + "FP": 40610, + "IoU": 0.04279884111537832, + "TN": 101188822, + "TP": 8893, + "n_pred": 49503, + "n_ref": 167176 + }, + "4": { + "Dice": 0.08490210843373494, + "FN": 9695, + "FP": 27, + "IoU": 0.04433303843507323, + "TN": 101386435, + "TP": 451, + "n_pred": 478, + "n_ref": 10146 + }, + "5": { + "Dice": 0.03576168891337557, + "FN": 37802, + "FP": 701, + "IoU": 0.018206390085932122, + "TN": 101357391, + "TP": 714, + "n_pred": 1415, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9447923730950953, + "FN": 144820, + "FP": 52184, + "IoU": 0.8953615847777037, + "TN": 99513896, + "TP": 1685708, + "n_pred": 1737892, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6020775822884447, + "FN": 243787, + "FP": 43357, + "IoU": 0.4306945612003743, + "TN": 100892232, + "TP": 217232, + "n_pred": 260589, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6513496663356964, + "FN": 114679, + "FP": 36311, + "IoU": 0.48296407903297606, + "TN": 101104578, + "TP": 141040, + "n_pred": 177351, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7540327406678458, + "FN": 29918, + "FP": 7074, + "IoU": 0.6051786152647476, + "TN": 101302915, + "TP": 56701, + "n_pred": 63775, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8783063377665503, + "FN": 27857, + "FP": 24555, + "IoU": 0.7830180086938522, + "TN": 73641954, + "TP": 189138, + "n_pred": 213693, + "n_ref": 216995 + }, + "10": { + "Dice": 0.008523975754761569, + "FN": 75327, + "FP": 44246, + "IoU": 0.004280230166462648, + "TN": 73763417, + "TP": 514, + "n_pred": 44760, + "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": 30224, + "IoU": 0.0, + "TN": 73792041, + "TP": 0, + "n_pred": 30224, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6184656719532554, + "FN": 53723, + "FP": 4783, + "IoU": 0.4476658012744867, + "TN": 73777579, + "TP": 47419, + "n_pred": 52202, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7622199049175213, + "FN": 82930, + "FP": 3947, + "IoU": 0.6157958977896888, + "TN": 73657382, + "TP": 139245, + "n_pred": 143192, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0, + "FN": 191050, + "FP": 38966, + "IoU": 0.0, + "TN": 73653488, + "TP": 0, + "n_pred": 38966, + "n_ref": 191050 + }, + "3": { + "Dice": 0.37832344120020855, + "FN": 130578, + "FP": 56597, + "IoU": 0.23329155197273563, + "TN": 73639376, + "TP": 56953, + "n_pred": 113550, + "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": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6973179197346279, + "FN": 637847, + "FP": 285396, + "IoU": 0.5352940140180448, + "TN": 71896779, + "TP": 1063482, + "n_pred": 1348878, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.08797841344367388, + "FN": 159932, + "FP": 102691, + "IoU": 0.046013295070652764, + "TN": 73608214, + "TP": 12667, + "n_pred": 115358, + "n_ref": 172599 + }, + "8": { + "Dice": 0.12452246466824478, + "FN": 74134, + "FP": 574, + "IoU": 0.06639507129378538, + "TN": 73803483, + "TP": 5313, + "n_pred": 5887, + "n_ref": 79447 + }, + "9": { + "Dice": 0.45589068133519495, + "FN": 49529, + "FP": 47508, + "IoU": 0.29524508130642246, + "TN": 73745815, + "TP": 40652, + "n_pred": 88160, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8386931979262279, + "FN": 37946, + "FP": 19521, + "IoU": 0.7221977830738218, + "TN": 69288913, + "TP": 149396, + "n_pred": 168917, + "n_ref": 187342 + }, + "10": { + "Dice": 0.2892336936434062, + "FN": 48301, + "FP": 45926, + "IoU": 0.16906674662034057, + "TN": 69382377, + "TP": 19172, + "n_pred": 65098, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5089258345618823, + "FN": 42952, + "FP": 24334, + "IoU": 0.3413149032813846, + "TN": 69393624, + "TP": 34866, + "n_pred": 59200, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6643063032233439, + "FN": 75327, + "FP": 1188, + "IoU": 0.49734928361679903, + "TN": 69343553, + "TP": 75708, + "n_pred": 76896, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7809407958264882, + "FN": 31723, + "FP": 3213, + "IoU": 0.6406094085938545, + "TN": 69398567, + "TP": 62273, + "n_pred": 65486, + "n_ref": 93996 + }, + "2": { + "Dice": 0.06562534209874338, + "FN": 144455, + "FP": 17716, + "IoU": 0.033925869443484684, + "TN": 69327910, + "TP": 5695, + "n_pred": 23411, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5294641748249105, + "FN": 74517, + "FP": 99761, + "IoU": 0.36004847060551537, + "TN": 69223446, + "TP": 98052, + "n_pred": 197813, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0035498184751916093, + "FN": 37053, + "FP": 0, + "IoU": 0.0017780651418411056, + "TN": 69458657, + "TP": 66, + "n_pred": 66, + "n_ref": 37119 + }, + "5": { + "Dice": 0.007617656266304915, + "FN": 19020, + "FP": 0, + "IoU": 0.0038233907714869324, + "TN": 69476683, + "TP": 73, + "n_pred": 73, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9258136994939632, + "FN": 145945, + "FP": 62993, + "IoU": 0.8618744244437143, + "TN": 67983109, + "TP": 1303729, + "n_pred": 1366722, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7458898275889871, + "FN": 58587, + "FP": 114754, + "IoU": 0.5947562215806146, + "TN": 69068031, + "TP": 254404, + "n_pred": 369158, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8206413529783795, + "FN": 18617, + "FP": 12011, + "IoU": 0.6958369746563915, + "TN": 69395080, + "TP": 70068, + "n_pred": 82079, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6535169174938628, + "FN": 34448, + "FP": 14245, + "IoU": 0.4853510051366605, + "TN": 69401162, + "TP": 45921, + "n_pred": 60166, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9017990043608264, + "FN": 30047, + "FP": 7492, + "IoU": 0.8211602502108116, + "TN": 50623649, + "TP": 172364, + "n_pred": 179856, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5495464219408009, + "FN": 39432, + "FP": 20254, + "IoU": 0.3788790142984994, + "TN": 50737458, + "TP": 36408, + "n_pred": 56662, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.49146616368404106, + "FN": 26897, + "FP": 17319, + "IoU": 0.3257906132780336, + "TN": 50767970, + "TP": 21366, + "n_pred": 38685, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3117690058479532, + "FN": 41354, + "FP": 72, + "IoU": 0.18467200692790647, + "TN": 50782743, + "TP": 9383, + "n_pred": 9455, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5870662150196073, + "FN": 13872, + "FP": 15507, + "IoU": 0.41549449893559876, + "TN": 50783289, + "TP": 20884, + "n_pred": 36391, + "n_ref": 34756 + }, + "2": { + "Dice": 0.32884028005317845, + "FN": 168413, + "FP": 9794, + "IoU": 0.1967736992031154, + "TN": 50611688, + "TP": 43657, + "n_pred": 53451, + "n_ref": 212070 + }, + "3": { + "Dice": 0.3305400014287206, + "FN": 142983, + "FP": 100675, + "IoU": 0.19799216615647938, + "TN": 50529742, + "TP": 60152, + "n_pred": 160827, + "n_ref": 203135 + }, + "4": { + "Dice": 0.062497148852698324, + "FN": 17280, + "FP": 3271, + "IoU": 0.032256545488792615, + "TN": 50812316, + "TP": 685, + "n_pred": 3956, + "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": 0.9408898717602905, + "FN": 89487, + "FP": 175237, + "IoU": 0.888377749086484, + "TN": 48461946, + "TP": 2106882, + "n_pred": 2282119, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.728951388346499, + "FN": 27702, + "FP": 121523, + "IoU": 0.5735039412837324, + "TN": 50483666, + "TP": 200661, + "n_pred": 322184, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7516614847605728, + "FN": 37891, + "FP": 5081, + "IoU": 0.6021295310402296, + "TN": 50725547, + "TP": 65033, + "n_pred": 70114, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5897936490855893, + "FN": 57568, + "FP": 22485, + "IoU": 0.41823216063603263, + "TN": 50695949, + "TP": 57550, + "n_pred": 80035, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8808038501432989, + "FN": 32779, + "FP": 15715, + "IoU": 0.7869968550696629, + "TN": 76657192, + "TP": 179174, + "n_pred": 194889, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5273886932377649, + "FN": 35233, + "FP": 18044, + "IoU": 0.3581316337963688, + "TN": 76801857, + "TP": 29726, + "n_pred": 47770, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.31423201776866566, + "FN": 33587, + "FP": 6551, + "IoU": 0.18640288644748043, + "TN": 76835526, + "TP": 9196, + "n_pred": 15747, + "n_ref": 42783 + }, + "14": { + "Dice": 0.5297131055939492, + "FN": 51884, + "FP": 719, + "IoU": 0.3602787371698205, + "TN": 76802632, + "TP": 29625, + "n_pred": 30344, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7259874903607232, + "FN": 14596, + "FP": 4592, + "IoU": 0.5698432981370637, + "TN": 76840253, + "TP": 25419, + "n_pred": 30011, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6581645321367011, + "FN": 12448, + "FP": 82545, + "IoU": 0.490495703757737, + "TN": 76698418, + "TP": 91449, + "n_pred": 173994, + "n_ref": 103897 + }, + "3": { + "Dice": 0.4183678656760859, + "FN": 68606, + "FP": 11483, + "IoU": 0.26451654376314365, + "TN": 76775967, + "TP": 28804, + "n_pred": 40287, + "n_ref": 97410 + }, + "4": { + "Dice": 0.435881396221694, + "FN": 17914, + "FP": 122, + "IoU": 0.27867541193409057, + "TN": 76859856, + "TP": 6968, + "n_pred": 7090, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9409130254457654, + "FN": 62514, + "FP": 71688, + "IoU": 0.888419032668957, + "TN": 75682128, + "TP": 1068530, + "n_pred": 1140218, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.597239542463443, + "FN": 69443, + "FP": 54254, + "IoU": 0.4257601782647045, + "TN": 76669450, + "TP": 91713, + "n_pred": 145967, + "n_ref": 161156 + }, + "8": { + "Dice": 0.5766700152950865, + "FN": 45447, + "FP": 1328, + "IoU": 0.4051555306864715, + "TN": 76806226, + "TP": 31859, + "n_pred": 33187, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5934394795032226, + "FN": 38226, + "FP": 35135, + "IoU": 0.4219082441569085, + "TN": 76757958, + "TP": 53541, + "n_pred": 88676, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6435371887082693, + "FN": 31699, + "FP": 71189, + "IoU": 0.474423023875931, + "TN": 130804170, + "TP": 92874, + "n_pred": 164063, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3938653348917933, + "FN": 40883, + "FP": 10456, + "IoU": 0.24522559872976668, + "TN": 130931913, + "TP": 16680, + "n_pred": 27136, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.08760150075145696, + "FN": 74366, + "FP": 10019, + "IoU": 0.04580713736487403, + "TN": 130911496, + "TP": 4051, + "n_pred": 14070, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 105, + "IoU": 0.0, + "TN": 130053702, + "TP": 0, + "n_pred": 105, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 9857, + "IoU": 0.0, + "TN": 130964765, + "TP": 0, + "n_pred": 9857, + "n_ref": 25310 + }, + "2": { + "Dice": 0.509230553475146, + "FN": 133524, + "FP": 30951, + "IoU": 0.3415890731207417, + "TN": 130750126, + "TP": 85331, + "n_pred": 116282, + "n_ref": 218855 + }, + "3": { + "Dice": 0.478126981627079, + "FN": 167679, + "FP": 84155, + "IoU": 0.31417008899879084, + "TN": 130632736, + "TP": 115362, + "n_pred": 199517, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 272, + "IoU": 0.0, + "TN": 130997380, + "TP": 0, + "n_pred": 272, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8400313729612503, + "FN": 130477, + "FP": 380844, + "IoU": 0.7241845627374786, + "TN": 129146080, + "TP": 1342531, + "n_pred": 1723375, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.1310957987777554, + "FN": 183881, + "FP": 83705, + "IoU": 0.07014580987726395, + "TN": 130712160, + "TP": 20186, + "n_pred": 103891, + "n_ref": 204067 + }, + "8": { + "Dice": 0.24683474011550421, + "FN": 108243, + "FP": 261, + "IoU": 0.14079376643121852, + "TN": 130873648, + "TP": 17780, + "n_pred": 18041, + "n_ref": 126023 + }, + "9": { + "Dice": 0.2203678279274641, + "FN": 41810, + "FP": 67220, + "IoU": 0.12382773889214796, + "TN": 130875493, + "TP": 15409, + "n_pred": 82629, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4083839635069506, + "FN": 26262, + "FP": 64005, + "IoU": 0.2565844739832979, + "TN": 74305276, + "TP": 31155, + "n_pred": 95160, + "n_ref": 57417 + }, + "10": { + "Dice": 0.20582581360110364, + "FN": 69674, + "FP": 558, + "IoU": 0.11471896940743448, + "TN": 74347365, + "TP": 9101, + "n_pred": 9659, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.14844080472411633, + "FN": 94554, + "FP": 6102, + "IoU": 0.08017070429228083, + "TN": 74317269, + "TP": 8773, + "n_pred": 14875, + "n_ref": 103327 + }, + "14": { + "Dice": 0.6501933216168717, + "FN": 87654, + "FP": 1914, + "IoU": 0.4816936617884485, + "TN": 74253889, + "TP": 83241, + "n_pred": 85155, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5252738129450458, + "FN": 13993, + "FP": 874, + "IoU": 0.3561839598129222, + "TN": 74403606, + "TP": 8225, + "n_pred": 9099, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5748536648072082, + "FN": 22607, + "FP": 119607, + "IoU": 0.4033646584997483, + "TN": 74188338, + "TP": 96146, + "n_pred": 215753, + "n_ref": 118753 + }, + "3": { + "Dice": 0.2956953129037259, + "FN": 105444, + "FP": 17217, + "IoU": 0.1734990903577926, + "TN": 74278288, + "TP": 25749, + "n_pred": 42966, + "n_ref": 131193 + }, + "4": { + "Dice": 0.08078081847853377, + "FN": 29173, + "FP": 117, + "IoU": 0.042090460149785784, + "TN": 74396121, + "TP": 1287, + "n_pred": 1404, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9163460177728704, + "FN": 68462, + "FP": 81093, + "IoU": 0.8456075765897088, + "TN": 73458030, + "TP": 819113, + "n_pred": 900206, + "n_ref": 887575 + }, + "7": { + "Dice": 0.32703856307517704, + "FN": 117375, + "FP": 19004, + "IoU": 0.19548481863175965, + "TN": 74257181, + "TP": 33138, + "n_pred": 52142, + "n_ref": 150513 + }, + "8": { + "Dice": 0.2075612460933562, + "FN": 38085, + "FP": 1216, + "IoU": 0.1157982361411087, + "TN": 74382250, + "TP": 5147, + "n_pred": 6363, + "n_ref": 43232 + }, + "9": { + "Dice": 0.237112934669266, + "FN": 25927, + "FP": 24554, + "IoU": 0.13450262318691492, + "TN": 74368372, + "TP": 7845, + "n_pred": 32399, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9104810522442973, + "FN": 21616, + "FP": 1742, + "IoU": 0.8356725269622844, + "TN": 106504545, + "TP": 118785, + "n_pred": 120527, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6965282693505208, + "FN": 33908, + "FP": 23111, + "IoU": 0.5343639244124324, + "TN": 106524234, + "TP": 65435, + "n_pred": 88546, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.10551551566550293, + "FN": 37422, + "FP": 22275, + "IoU": 0.05569616248536809, + "TN": 106583470, + "TP": 3521, + "n_pred": 25796, + "n_ref": 40943 + }, + "14": { + "Dice": 0.5280825128926395, + "FN": 44911, + "FP": 386, + "IoU": 0.3587718180659957, + "TN": 106576047, + "TP": 25344, + "n_pred": 25730, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2638734557814236, + "FN": 22524, + "FP": 0, + "IoU": 0.15198975942170853, + "TN": 106620127, + "TP": 4037, + "n_pred": 4037, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6017773499407159, + "FN": 58520, + "FP": 111089, + "IoU": 0.43038735634500036, + "TN": 106348926, + "TP": 128153, + "n_pred": 239242, + "n_ref": 186673 + }, + "3": { + "Dice": 0.23500727027697982, + "FN": 123986, + "FP": 48578, + "IoU": 0.1331491435173557, + "TN": 106447618, + "TP": 26506, + "n_pred": 75084, + "n_ref": 150492 + }, + "4": { + "Dice": 0.4276700163589624, + "FN": 7338, + "FP": 9, + "IoU": 0.2719976218787158, + "TN": 106636596, + "TP": 2745, + "n_pred": 2754, + "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": 0.942815863531429, + "FN": 109069, + "FP": 32073, + "IoU": 0.8918180201613892, + "TN": 105342016, + "TP": 1163530, + "n_pred": 1195603, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7342718325650928, + "FN": 101081, + "FP": 69559, + "IoU": 0.5801181102362205, + "TN": 106240288, + "TP": 235760, + "n_pred": 305319, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7051241204154644, + "FN": 32301, + "FP": 92, + "IoU": 0.5445495831165726, + "TN": 106575565, + "TP": 38730, + "n_pred": 38822, + "n_ref": 71031 + }, + "9": { + "Dice": 0.7227897479477601, + "FN": 23846, + "FP": 23127, + "IoU": 0.5659128924046539, + "TN": 106538477, + "TP": 61238, + "n_pred": 84365, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9049852776931668, + "FN": 21046, + "FP": 7028, + "IoU": 0.8264594614642831, + "TN": 107965156, + "TP": 133698, + "n_pred": 140726, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6918070950503955, + "FN": 28839, + "FP": 17761, + "IoU": 0.5288265151361954, + "TN": 108028026, + "TP": 52302, + "n_pred": 70063, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.38229621561122823, + "FN": 58294, + "FP": 3519, + "IoU": 0.2363202826750349, + "TN": 108045987, + "TP": 19128, + "n_pred": 22647, + "n_ref": 77422 + }, + "14": { + "Dice": 0.11629989161679469, + "FN": 37425, + "FP": 81, + "IoU": 0.06174013108520538, + "TN": 108086954, + "TP": 2468, + "n_pred": 2549, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4453838733473302, + "FN": 19382, + "FP": 166, + "IoU": 0.28649122166660584, + "TN": 108099531, + "TP": 7849, + "n_pred": 8015, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6263470967420792, + "FN": 39402, + "FP": 140754, + "IoU": 0.4559718799826062, + "TN": 107795776, + "TP": 150996, + "n_pred": 291750, + "n_ref": 190398 + }, + "3": { + "Dice": 0.34709360874075307, + "FN": 154395, + "FP": 18065, + "IoU": 0.20998987636336985, + "TN": 107908627, + "TP": 45841, + "n_pred": 63906, + "n_ref": 200236 + }, + "4": { + "Dice": 0.3015282549460964, + "FN": 26946, + "FP": 2533, + "IoU": 0.17752915573907707, + "TN": 108091086, + "TP": 6363, + "n_pred": 8896, + "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": 0.9610705529661002, + "FN": 71706, + "FP": 42334, + "IoU": 0.925058535697411, + "TN": 106605207, + "TP": 1407681, + "n_pred": 1450015, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6691386081374718, + "FN": 88554, + "FP": 77416, + "IoU": 0.5027860994607549, + "TN": 107793128, + "TP": 167830, + "n_pred": 245246, + "n_ref": 256384 + }, + "8": { + "Dice": 0.10976837865055387, + "FN": 40664, + "FP": 0, + "IoU": 0.0580713905167821, + "TN": 108083757, + "TP": 2507, + "n_pred": 2507, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6200677861438385, + "FN": 17556, + "FP": 36587, + "IoU": 0.4493465547927791, + "TN": 108028603, + "TP": 44182, + "n_pred": 80769, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4601903099214755, + "FN": 63339, + "FP": 80130, + "IoU": 0.29886180927852685, + "TN": 62365537, + "TP": 61154, + "n_pred": 141284, + "n_ref": 124493 + }, + "10": { + "Dice": 0.3706562883190276, + "FN": 41765, + "FP": 17258, + "IoU": 0.22748808962881525, + "TN": 62493756, + "TP": 17381, + "n_pred": 34639, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.15895472112895792, + "FN": 37226, + "FP": 10214, + "IoU": 0.08633938716946248, + "TN": 62518237, + "TP": 4483, + "n_pred": 14697, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6852936869674496, + "FN": 169577, + "FP": 208, + "IoU": 0.5212522980792006, + "TN": 62215516, + "TP": 184859, + "n_pred": 185067, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5451663341780342, + "FN": 40783, + "FP": 43575, + "IoU": 0.3747276042515973, + "TN": 62435246, + "TP": 50556, + "n_pred": 94131, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5711565460149429, + "FN": 78527, + "FP": 54348, + "IoU": 0.39973346584748826, + "TN": 62348800, + "TP": 88485, + "n_pred": 142833, + "n_ref": 167012 + }, + "3": { + "Dice": 0.3423199086950555, + "FN": 149029, + "FP": 47472, + "IoU": 0.20650541108060086, + "TN": 62322520, + "TP": 51139, + "n_pred": 98611, + "n_ref": 200168 + }, + "4": { + "Dice": 0.5844795671365514, + "FN": 13218, + "FP": 1373, + "IoU": 0.4129078984428439, + "TN": 62545307, + "TP": 10262, + "n_pred": 11635, + "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": 0.8882942002664012, + "FN": 171460, + "FP": 151999, + "IoU": 0.7990371197840882, + "TN": 60960614, + "TP": 1286087, + "n_pred": 1438086, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5719956609844987, + "FN": 77454, + "FP": 87079, + "IoU": 0.4005559684635451, + "TN": 62295684, + "TP": 109943, + "n_pred": 197022, + "n_ref": 187397 + }, + "8": { + "Dice": 0.1357859443126549, + "FN": 65001, + "FP": 210, + "IoU": 0.07283817215002701, + "TN": 62499826, + "TP": 5123, + "n_pred": 5333, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3529590173257004, + "FN": 26321, + "FP": 59014, + "IoU": 0.214298867507596, + "TN": 62461550, + "TP": 23275, + "n_pred": 82289, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7188414144946617, + "FN": 105990, + "FP": 30684, + "IoU": 0.5610869900318569, + "TN": 55069856, + "TP": 174718, + "n_pred": 205402, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6332433719638038, + "FN": 36681, + "FP": 9523, + "IoU": 0.4633183106444269, + "TN": 55295156, + "TP": 39888, + "n_pred": 49411, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.29416519474298713, + "FN": 45045, + "FP": 2109, + "IoU": 0.17244647244647246, + "TN": 55324268, + "TP": 9826, + "n_pred": 11935, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7085380195557945, + "FN": 42469, + "FP": 902, + "IoU": 0.5486325035384231, + "TN": 55285160, + "TP": 52717, + "n_pred": 53619, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8451140401395212, + "FN": 10084, + "FP": 18424, + "IoU": 0.7317727200022581, + "TN": 55274965, + "TP": 77775, + "n_pred": 96199, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6045449783276604, + "FN": 71306, + "FP": 91001, + "IoU": 0.4332242665931019, + "TN": 55094879, + "TP": 124062, + "n_pred": 215063, + "n_ref": 195368 + }, + "3": { + "Dice": 0.37052954719877207, + "FN": 131988, + "FP": 44355, + "IoU": 0.22739261492087415, + "TN": 55153004, + "TP": 51901, + "n_pred": 96256, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 584, + "IoU": 0.0, + "TN": 55373255, + "TP": 0, + "n_pred": 584, + "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": 0.9183704989554904, + "FN": 107414, + "FP": 139934, + "IoU": 0.849061992178132, + "TN": 53742509, + "TP": 1391391, + "n_pred": 1531325, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.71911044216799, + "FN": 58198, + "FP": 33247, + "IoU": 0.5614148681055156, + "TN": 55172748, + "TP": 117055, + "n_pred": 150302, + "n_ref": 175253 + }, + "8": { + "Dice": 0.22371474389208565, + "FN": 41123, + "FP": 24, + "IoU": 0.12594527997280994, + "TN": 55334172, + "TP": 5929, + "n_pred": 5953, + "n_ref": 47052 + }, + "9": { + "Dice": 0.4687375637300175, + "FN": 19703, + "FP": 51050, + "IoU": 0.30611184120196927, + "TN": 55279282, + "TP": 31213, + "n_pred": 82263, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7681151644141324, + "FN": 95477, + "FP": 21210, + "IoU": 0.623528386928172, + "TN": 110836666, + "TP": 193262, + "n_pred": 214472, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5999307092404177, + "FN": 39849, + "FP": 16734, + "IoU": 0.4285007272139625, + "TN": 111047607, + "TP": 42425, + "n_pred": 59159, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.24406877065274651, + "FN": 49853, + "FP": 29070, + "IoU": 0.138996770815151, + "TN": 111054951, + "TP": 12741, + "n_pred": 41811, + "n_ref": 62594 + }, + "14": { + "Dice": 0.3136075301821158, + "FN": 33453, + "FP": 91, + "IoU": 0.18596354988230154, + "TN": 111105408, + "TP": 7663, + "n_pred": 7754, + "n_ref": 41116 + }, + "15": { + "Dice": 0.09672457134281319, + "FN": 24075, + "FP": 0, + "IoU": 0.05082005992745624, + "TN": 111121251, + "TP": 1289, + "n_pred": 1289, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5281892065792515, + "FN": 29059, + "FP": 197522, + "IoU": 0.35887031739429387, + "TN": 110793206, + "TP": 126828, + "n_pred": 324350, + "n_ref": 155887 + }, + "3": { + "Dice": 0.1112736575240692, + "FN": 230033, + "FP": 2033, + "IoU": 0.05891465323568294, + "TN": 110900021, + "TP": 14528, + "n_pred": 16561, + "n_ref": 244561 + }, + "4": { + "Dice": 0.004524521289488568, + "FN": 18782, + "FP": 5860, + "IoU": 0.002267390072070613, + "TN": 111121917, + "TP": 56, + "n_pred": 5916, + "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": 0.9443469038989513, + "FN": 69943, + "FP": 110894, + "IoU": 0.8945617716528317, + "TN": 109431516, + "TP": 1534262, + "n_pred": 1645156, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.18527700803145486, + "FN": 323473, + "FP": 162229, + "IoU": 0.102096578294009, + "TN": 110605686, + "TP": 55227, + "n_pred": 217456, + "n_ref": 378700 + }, + "8": { + "Dice": 0.5100857507116785, + "FN": 51342, + "FP": 4762, + "IoU": 0.34235913305435406, + "TN": 111061304, + "TP": 29207, + "n_pred": 33969, + "n_ref": 80549 + }, + "9": { + "Dice": 0.49390545277581344, + "FN": 23377, + "FP": 43180, + "IoU": 0.3279378799200275, + "TN": 111047581, + "TP": 32477, + "n_pred": 75657, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9367063071264891, + "FN": 21106, + "FP": 3366, + "IoU": 0.8809478636096071, + "TN": 96915468, + "TP": 181085, + "n_pred": 184451, + "n_ref": 202191 + }, + "10": { + "Dice": 0.43818982640987997, + "FN": 49032, + "FP": 16020, + "IoU": 0.28056535539310556, + "TN": 97030604, + "TP": 25369, + "n_pred": 41389, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.48891747923438067, + "FN": 29710, + "FP": 15576, + "IoU": 0.32355445352293605, + "TN": 97054078, + "TP": 21661, + "n_pred": 37237, + "n_ref": 51371 + }, + "14": { + "Dice": 0.820367517126716, + "FN": 39064, + "FP": 2208, + "IoU": 0.6954433088587979, + "TN": 96985510, + "TP": 94243, + "n_pred": 96451, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8738126095906076, + "FN": 11190, + "FP": 5362, + "IoU": 0.7759033860900881, + "TN": 97047164, + "TP": 57309, + "n_pred": 62671, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6144378447606467, + "FN": 45535, + "FP": 107399, + "IoU": 0.4434574388721692, + "TN": 96846232, + "TP": 121859, + "n_pred": 229258, + "n_ref": 167394 + }, + "3": { + "Dice": 0.610199706101997, + "FN": 105859, + "FP": 39770, + "IoU": 0.4390556749635998, + "TN": 96861411, + "TP": 113985, + "n_pred": 153755, + "n_ref": 219844 + }, + "4": { + "Dice": 0.31918680906876523, + "FN": 13826, + "FP": 708, + "IoU": 0.18990022852683797, + "TN": 97103084, + "TP": 3407, + "n_pred": 4115, + "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": 0.9510121930371647, + "FN": 77312, + "FP": 78289, + "IoU": 0.9065998543783438, + "TN": 95455064, + "TP": 1510360, + "n_pred": 1588649, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6024536864410633, + "FN": 161155, + "FP": 57410, + "IoU": 0.4310795861261144, + "TN": 96736850, + "TP": 165610, + "n_pred": 223020, + "n_ref": 326765 + }, + "8": { + "Dice": 0.46221954524920944, + "FN": 69412, + "FP": 2016, + "IoU": 0.300575770631781, + "TN": 97018901, + "TP": 30696, + "n_pred": 32712, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5657612450456347, + "FN": 33209, + "FP": 62327, + "IoU": 0.3944679664325736, + "TN": 96963253, + "TP": 62236, + "n_pred": 124563, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8695461663921323, + "FN": 36393, + "FP": 11838, + "IoU": 0.7692009532286314, + "TN": 78847431, + "TP": 160743, + "n_pred": 172581, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5681557176191765, + "FN": 54176, + "FP": 4861, + "IoU": 0.3967999346091363, + "TN": 78958532, + "TP": 38836, + "n_pred": 43697, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.376349676561272, + "FN": 49912, + "FP": 1667, + "IoU": 0.23179232075303088, + "TN": 78989263, + "TP": 15563, + "n_pred": 17230, + "n_ref": 65475 + }, + "14": { + "Dice": 0.143959624666193, + "FN": 34940, + "FP": 1, + "IoU": 0.07756276564851237, + "TN": 79018526, + "TP": 2938, + "n_pred": 2939, + "n_ref": 37878 + }, + "15": { + "Dice": 0.11669245724715312, + "FN": 35591, + "FP": 8933, + "IoU": 0.06196144527546613, + "TN": 79008940, + "TP": 2941, + "n_pred": 11874, + "n_ref": 38532 + }, + "2": { + "Dice": 0.617205134778558, + "FN": 14038, + "FP": 108402, + "IoU": 0.44634612862820994, + "TN": 78835256, + "TP": 98709, + "n_pred": 207111, + "n_ref": 112747 + }, + "3": { + "Dice": 0.30184983395599835, + "FN": 98111, + "FP": 9527, + "IoU": 0.17775214465231043, + "TN": 78925498, + "TP": 23269, + "n_pred": 32796, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "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": 0.9039318495438555, + "FN": 152981, + "FP": 94790, + "IoU": 0.8247040561918265, + "TN": 77642961, + "TP": 1165673, + "n_pred": 1260463, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5514166696378697, + "FN": 288379, + "FP": 13575, + "IoU": 0.3806592676308249, + "TN": 78568864, + "TP": 185587, + "n_pred": 199162, + "n_ref": 473966 + }, + "8": { + "Dice": 0.4845057471264368, + "FN": 20989, + "FP": 1435, + "IoU": 0.31970147442509556, + "TN": 79023443, + "TP": 10538, + "n_pred": 11973, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7286365093685458, + "FN": 22429, + "FP": 13966, + "IoU": 0.5731142310895293, + "TN": 78971148, + "TP": 48862, + "n_pred": 62828, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9035067168983021, + "FN": 19378, + "FP": 26341, + "IoU": 0.8239965814861296, + "TN": 122452178, + "TP": 214043, + "n_pred": 240384, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6805015571885115, + "FN": 43534, + "FP": 19250, + "IoU": 0.5157274424201287, + "TN": 122582294, + "TP": 66862, + "n_pred": 86112, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.10169084782369586, + "FN": 48715, + "FP": 41124, + "IoU": 0.053569171126374784, + "TN": 122617016, + "TP": 5085, + "n_pred": 46209, + "n_ref": 53800 + }, + "14": { + "Dice": 0.571492814676181, + "FN": 64487, + "FP": 308, + "IoU": 0.40006296121404034, + "TN": 122603937, + "TP": 43208, + "n_pred": 43516, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8914266867308446, + "FN": 7845, + "FP": 2689, + "IoU": 0.8041206441295697, + "TN": 122658162, + "TP": 43244, + "n_pred": 45933, + "n_ref": 51089 + }, + "2": { + "Dice": 0.4438806725019782, + "FN": 55320, + "FP": 149199, + "IoU": 0.28524847976514994, + "TN": 122425800, + "TP": 81621, + "n_pred": 230820, + "n_ref": 136941 + }, + "3": { + "Dice": 0.34651871376261706, + "FN": 100787, + "FP": 69290, + "IoU": 0.20956917785936702, + "TN": 122496770, + "TP": 45093, + "n_pred": 114383, + "n_ref": 145880 + }, + "4": { + "Dice": 0.025018227565797937, + "FN": 64600, + "FP": 3599, + "IoU": 0.012667573906245476, + "TN": 122642866, + "TP": 875, + "n_pred": 4474, + "n_ref": 65475 + }, + "5": { + "Dice": 0.00011621150493898897, + "FN": 17208, + "FP": 0, + "IoU": 5.8109128944157125e-05, + "TN": 122694731, + "TP": 1, + "n_pred": 1, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9107370227932583, + "FN": 98954, + "FP": 217009, + "IoU": 0.8361038994722031, + "TN": 120784115, + "TP": 1611862, + "n_pred": 1828871, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4992722939041922, + "FN": 285956, + "FP": 276214, + "IoU": 0.3326867971292843, + "TN": 121869502, + "TP": 280268, + "n_pred": 556482, + "n_ref": 566224 + }, + "8": { + "Dice": 0.42109669317706155, + "FN": 99228, + "FP": 3114, + "IoU": 0.2667020148462354, + "TN": 122572376, + "TP": 37222, + "n_pred": 40336, + "n_ref": 136450 + }, + "9": { + "Dice": 0.3697064322751017, + "FN": 36386, + "FP": 94410, + "IoU": 0.22677291967178226, + "TN": 122542784, + "TP": 38360, + "n_pred": 132770, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..27cbda44a8d6772930534d18084f3445256d76a5 --- /dev/null +++ b/nnActive_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,18936 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.15840674504127422, + "FN": 3655.568115942029, + "FP": 1462.4376811594202, + "IoU": 0.12340860210284449, + "TN": 251719.2521739131, + "TP": 2201.350724637681, + "n_pred": 3663.788405797102, + "n_ref": 5856.9188405797095 + }, + "mean": { + "1": { + "Dice": 0.16682376306471974, + "FN": 3445.086956521739, + "FP": 394.1304347826087, + "IoU": 0.13406077592585708, + "TN": 250709.47826086957, + "TP": 4489.913043478261, + "n_pred": 4884.04347826087, + "n_ref": 7935.0 + }, + "10": { + "Dice": 0.21946198460048244, + "FN": 530.7391304347826, + "FP": 584.2608695652174, + "IoU": 0.17625523443938915, + "TN": 256835.60869565216, + "TP": 1088.0, + "n_pred": 1672.2608695652175, + "n_ref": 1618.7391304347825 + }, + "11": { + "Dice": 0.0, + "FN": 190.43478260869566, + "FP": 0.0, + "IoU": 0.0, + "TN": 258848.1739130435, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 190.43478260869566 + }, + "12": { + "Dice": 0.0, + "FN": 63.608695652173914, + "FP": 0.0, + "IoU": 0.0, + "TN": 258975.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 63.608695652173914 + }, + "13": { + "Dice": 0.3221043463039147, + "FN": 330.7391304347826, + "FP": 477.3478260869565, + "IoU": 0.25859702978926496, + "TN": 257644.4347826087, + "TP": 586.0869565217391, + "n_pred": 1063.4347826086957, + "n_ref": 916.8260869565217 + }, + "14": { + "Dice": 0.0, + "FN": 20104.652173913044, + "FP": 0.0, + "IoU": 0.0, + "TN": 238933.95652173914, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 20104.652173913044 + }, + "15": { + "Dice": 0.3195555831576475, + "FN": 3913.0434782608695, + "FP": 1283.695652173913, + "IoU": 0.23105904223146467, + "TN": 251074.0, + "TP": 2767.8695652173915, + "n_pred": 4051.5652173913045, + "n_ref": 6680.913043478261 + }, + "2": { + "Dice": 0.23606966703802562, + "FN": 3104.8260869565215, + "FP": 1384.391304347826, + "IoU": 0.18496061935626668, + "TN": 252103.13043478262, + "TP": 2446.2608695652175, + "n_pred": 3830.6521739130435, + "n_ref": 5551.086956521739 + }, + "3": { + "Dice": 0.0106180878729163, + "FN": 1822.4347826086957, + "FP": 4467.869565217391, + "IoU": 0.0056383188436115814, + "TN": 252626.4347826087, + "TP": 121.8695652173913, + "n_pred": 4589.739130434783, + "n_ref": 1944.304347826087 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 3.0, + "IoU": 0.0, + "TN": 259035.60869565216, + "TP": 0.0, + "n_pred": 3.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 847.0434782608696, + "FP": 0.0, + "IoU": 0.0, + "TN": 258191.5652173913, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 847.0434782608696 + }, + "6": { + "Dice": 0.6398173056937986, + "FN": 8403.695652173914, + "FP": 3791.782608695652, + "IoU": 0.5361728754149214, + "TN": 228976.73913043478, + "TP": 17866.391304347828, + "n_pred": 21658.17391304348, + "n_ref": 26270.08695652174 + }, + "7": { + "Dice": 0.05767747335515499, + "FN": 7427.521739130435, + "FP": 7038.173913043478, + "IoU": 0.03654175197738794, + "TN": 242413.47826086957, + "TP": 2159.4347826086955, + "n_pred": 9197.608695652174, + "n_ref": 9586.95652173913 + }, + "8": { + "Dice": 0.22610891628280858, + "FN": 2876.1739130434785, + "FP": 735.695652173913, + "IoU": 0.16468656592174163, + "TN": 254552.30434782608, + "TP": 874.4347826086956, + "n_pred": 1610.1304347826087, + "n_ref": 3750.608695652174 + }, + "9": { + "Dice": 0.1778640482496452, + "FN": 1773.5217391304348, + "FP": 1776.2173913043478, + "IoU": 0.12315681764276247, + "TN": 254868.86956521738, + "TP": 620.0, + "n_pred": 2396.217391304348, + "n_ref": 2393.521739130435 + } + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 548, + "IoU": 0.0, + "TN": 174684, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1315, + "FP": 0, + "IoU": 0.0, + "TN": 173917, + "TP": 0, + "n_pred": 0, + "n_ref": 1315 + }, + "15": { + "Dice": 0.6296127990974192, + "FN": 8803, + "FP": 14834, + "IoU": 0.45944153497838863, + "TN": 131505, + "TP": 20090, + "n_pred": 34924, + "n_ref": 28893 + }, + "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": 1966, + "IoU": 0.0, + "TN": 173266, + "TP": 0, + "n_pred": 1966, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.702693701549963, + "FN": 67719, + "FP": 126, + "IoU": 0.5416559700585049, + "TN": 377674, + "TP": 80177, + "n_pred": 80303, + "n_ref": 147896 + }, + "10": { + "Dice": 0.0, + "FN": 18, + "FP": 6304, + "IoU": 0.0, + "TN": 519374, + "TP": 0, + "n_pred": 6304, + "n_ref": 18 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 5058, + "IoU": 0.0, + "TN": 520638, + "TP": 0, + "n_pred": 5058, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9034, + "IoU": 0.0, + "TN": 516662, + "TP": 0, + "n_pred": 9034, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6987402938586597, + "FN": 112157, + "FP": 53431, + "IoU": 0.5369722051339411, + "TN": 168076, + "TP": 192032, + "n_pred": 245463, + "n_ref": 304189 + }, + "7": { + "Dice": 0.020269722439934055, + "FN": 6039, + "FP": 30212, + "IoU": 0.010238628296838312, + "TN": 489070, + "TP": 375, + "n_pred": 30587, + "n_ref": 6414 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.7793738489871087, + "FN": 489, + "FP": 110, + "IoU": 0.6385033192516596, + "TN": 173575, + "TP": 1058, + "n_pred": 1168, + "n_ref": 1547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5644006446669662, + "FN": 48314, + "FP": 1147, + "IoU": 0.39314634864546527, + "TN": 93728, + "TP": 32043, + "n_pred": 33190, + "n_ref": 80357 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 44674, + "IoU": 0.0, + "TN": 130558, + "TP": 0, + "n_pred": 44674, + "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": 0.9561872408452815, + "FN": 583, + "FP": 294, + "IoU": 0.9160524552503111, + "TN": 164785, + "TP": 9570, + "n_pred": 9864, + "n_ref": 10153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 622, + "IoU": 0.0, + "TN": 174610, + "TP": 0, + "n_pred": 622, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1443, + "IoU": 0.0, + "TN": 524253, + "TP": 0, + "n_pred": 1443, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 96, + "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": 367, + "IoU": 0.0, + "TN": 525329, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 38493, + "FP": 0, + "IoU": 0.0, + "TN": 487203, + "TP": 0, + "n_pred": 0, + "n_ref": 38493 + }, + "15": { + "Dice": 0.7043343653250774, + "FN": 4301, + "FP": 5631, + "IoU": 0.5436081242532855, + "TN": 503934, + "TP": 11830, + "n_pred": 17461, + "n_ref": 16131 + }, + "2": { + "Dice": 0.40592045796926784, + "FN": 8174, + "FP": 7600, + "IoU": 0.2546425365023862, + "TN": 504533, + "TP": 5389, + "n_pred": 12989, + "n_ref": 13563 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 49981, + "IoU": 0.0, + "TN": 475715, + "TP": 0, + "n_pred": 49981, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5701795472287275, + "FN": 1514, + "FP": 1239, + "IoU": 0.39877702555143046, + "TN": 521117, + "TP": 1826, + "n_pred": 3065, + "n_ref": 3340 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 86, + "FP": 1045, + "IoU": 0.0, + "TN": 174101, + "TP": 0, + "n_pred": 1045, + "n_ref": 86 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2679, + "IoU": 0.0, + "TN": 172553, + "TP": 0, + "n_pred": 2679, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2625, + "IoU": 0.0, + "TN": 172607, + "TP": 0, + "n_pred": 2625, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6771586558911101, + "FN": 1360, + "FP": 3953, + "IoU": 0.5118971061093247, + "TN": 164347, + "TP": 5572, + "n_pred": 9525, + "n_ref": 6932 + }, + "7": { + "Dice": 0.49862926362766974, + "FN": 93969, + "FP": 399, + "IoU": 0.33211601341882885, + "TN": 33938, + "TP": 46926, + "n_pred": 47325, + "n_ref": 140895 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11875, + "FP": 0, + "IoU": 0.0, + "TN": 163357, + "TP": 0, + "n_pred": 0, + "n_ref": 11875 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 47389, + "FP": 0, + "IoU": 0.0, + "TN": 127843, + "TP": 0, + "n_pred": 0, + "n_ref": 47389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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": 493, + "IoU": 0.0, + "TN": 349971, + "TP": 0, + "n_pred": 493, + "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": 1959, + "IoU": 0.0, + "TN": 348505, + "TP": 0, + "n_pred": 1959, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 143, + "IoU": 0.0, + "TN": 175089, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.48078186376372484, + "FN": 38725, + "FP": 4, + "IoU": 0.3164666431344864, + "TN": 118572, + "TP": 17931, + "n_pred": 17935, + "n_ref": 56656 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.5793027924803796, + "FN": 5169, + "FP": 1746, + "IoU": 0.40775950668037, + "TN": 338788, + "TP": 4761, + "n_pred": 6507, + "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": 0.6994319921091119, + "FN": 6150, + "FP": 2687, + "IoU": 0.5377896333490245, + "TN": 331345, + "TP": 10282, + "n_pred": 12969, + "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": 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": 74, + "IoU": 0.0, + "TN": 350390, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "8": { + "Dice": 0.37549655028224965, + "FN": 10168, + "FP": 16715, + "IoU": 0.23114543114543115, + "TN": 315499, + "TP": 8082, + "n_pred": 24797, + "n_ref": 18250 + }, + "9": { + "Dice": 0.20539980619507467, + "FN": 19950, + "FP": 27610, + "IoU": 0.11445435418101924, + "TN": 296757, + "TP": 6147, + "n_pred": 33757, + "n_ref": 26097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7987201660325147, + "FN": 11518, + "FP": 120, + "IoU": 0.6648910132742089, + "TN": 140503, + "TP": 23091, + "n_pred": 23211, + "n_ref": 34609 + }, + "10": { + "Dice": 0.8030934909993137, + "FN": 5698, + "FP": 1762, + "IoU": 0.6709742865963921, + "TN": 152559, + "TP": 15213, + "n_pred": 16975, + "n_ref": 20911 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1206, + "FP": 0, + "IoU": 0.0, + "TN": 174026, + "TP": 0, + "n_pred": 0, + "n_ref": 1206 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7357, + "IoU": 0.0, + "TN": 167875, + "TP": 0, + "n_pred": 7357, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8171, + "IoU": 0.0, + "TN": 167061, + "TP": 0, + "n_pred": 8171, + "n_ref": 0 + }, + "3": { + "Dice": 0.1167989666020793, + "FN": 41916, + "FP": 475, + "IoU": 0.0620215072797274, + "TN": 130038, + "TP": 2803, + "n_pred": 3278, + "n_ref": 44719 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16653171390013496, + "FN": 556, + "FP": 5620, + "IoU": 0.09082879434712204, + "TN": 168439, + "TP": 617, + "n_pred": 6237, + "n_ref": 1173 + }, + "7": { + "Dice": 0.043627860364122265, + "FN": 44065, + "FP": 13193, + "IoU": 0.022300389317669558, + "TN": 116668, + "TP": 1306, + "n_pred": 14499, + "n_ref": 45371 + }, + "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": 644, + "IoU": 0.0, + "TN": 174588, + "TP": 0, + "n_pred": 644, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 832, + "IoU": 0.0, + "TN": 524864, + "TP": 0, + "n_pred": 832, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 423, + "IoU": 0.0, + "TN": 525273, + "TP": 0, + "n_pred": 423, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 524598, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "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": 163, + "IoU": 0.0, + "TN": 525533, + "TP": 0, + "n_pred": 163, + "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": 0.6724264705882353, + "FN": 13545, + "FP": 711, + "IoU": 0.50650789255054, + "TN": 496808, + "TP": 14632, + "n_pred": 15343, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "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": 0.8984207823333048, + "FN": 4795, + "FP": 4699, + "IoU": 0.8155752831251578, + "TN": 474217, + "TP": 41985, + "n_pred": 46684, + "n_ref": 46780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7237, + "IoU": 0.0, + "TN": 518459, + "TP": 0, + "n_pred": 7237, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "9": { + "Dice": 0.0294821232301028, + "FN": 15011, + "FP": 0, + "IoU": 0.014961611654308026, + "TN": 510457, + "TP": 228, + "n_pred": 228, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 350399, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 350061, + "TP": 0, + "n_pred": 403, + "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": 257, + "FP": 0, + "IoU": 0.0, + "TN": 350207, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "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": 0.0091324200913242, + "FN": 217, + "FP": 0, + "IoU": 0.0045871559633027525, + "TN": 350246, + "TP": 1, + "n_pred": 1, + "n_ref": 218 + }, + "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": 7607, + "FP": 0, + "IoU": 0.0, + "TN": 342857, + "TP": 0, + "n_pred": 0, + "n_ref": 7607 + }, + "6": { + "Dice": 0.9206997499046794, + "FN": 12037, + "FP": 234, + "IoU": 0.853052475271238, + "TN": 266958, + "TP": 71235, + "n_pred": 71469, + "n_ref": 83272 + }, + "7": { + "Dice": 0.0719253604749788, + "FN": 26760, + "FP": 595, + "IoU": 0.03730424071793067, + "TN": 322049, + "TP": 1060, + "n_pred": 1655, + "n_ref": 27820 + }, + "8": { + "Dice": 0.7365295126132746, + "FN": 8489, + "FP": 117, + "IoU": 0.5829416040707536, + "TN": 329829, + "TP": 12029, + "n_pred": 12146, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 8145, + "IoU": 0.0, + "TN": 340362, + "TP": 0, + "n_pred": 8145, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 66904, + "FP": 0, + "IoU": 0.0, + "TN": 108328, + "TP": 0, + "n_pred": 0, + "n_ref": 66904 + }, + "15": { + "Dice": 0.11199842255742877, + "FN": 14607, + "FP": 3407, + "IoU": 0.05932114882506528, + "TN": 156082, + "TP": 1136, + "n_pred": 4543, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "10": { + "Dice": 0.8122235625251307, + "FN": 1236, + "FP": 1099, + "IoU": 0.6838185511171293, + "TN": 167847, + "TP": 5050, + "n_pred": 6149, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7759245830311821, + "FN": 968, + "FP": 268, + "IoU": 0.6338862559241706, + "TN": 171856, + "TP": 2140, + "n_pred": 2408, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9292123629112662, + "FN": 533, + "FP": 106, + "IoU": 0.8677839851024208, + "TN": 170399, + "TP": 4194, + "n_pred": 4300, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 174965, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7338952438290187, + "FN": 16181, + "FP": 615, + "IoU": 0.5796481217308607, + "TN": 135275, + "TP": 23161, + "n_pred": 23776, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.018518518518518517, + "FN": 106, + "FP": 0, + "IoU": 0.009345794392523364, + "TN": 175125, + "TP": 1, + "n_pred": 1, + "n_ref": 107 + }, + "9": { + "Dice": 0.6544383118230485, + "FN": 3873, + "FP": 4454, + "IoU": 0.4863681223784851, + "TN": 159020, + "TP": 7885, + "n_pred": 12339, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3327, + "IoU": 0.0, + "TN": 171905, + "TP": 0, + "n_pred": 3327, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2250, + "IoU": 0.0, + "TN": 172982, + "TP": 0, + "n_pred": 2250, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9353952710771435, + "FN": 5377, + "FP": 1115, + "IoU": 0.8786315199102636, + "TN": 121742, + "TP": 46998, + "n_pred": 48113, + "n_ref": 52375 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 175112, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3064, + "IoU": 0.0, + "TN": 347400, + "TP": 0, + "n_pred": 3064, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "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": 323142, + "FP": 0, + "IoU": 0.0, + "TN": 27322, + "TP": 0, + "n_pred": 0, + "n_ref": 323142 + }, + "15": { + "Dice": 0.6696119078366071, + "FN": 9691, + "FP": 31, + "IoU": 0.5033207315827117, + "TN": 330890, + "TP": 9852, + "n_pred": 9883, + "n_ref": 19543 + }, + "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": 16007, + "IoU": 0.0, + "TN": 334457, + "TP": 0, + "n_pred": 16007, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 109379, + "IoU": 0.0, + "TN": 241085, + "TP": 0, + "n_pred": 109379, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 32553, + "FP": 0, + "IoU": 0.0, + "TN": 142679, + "TP": 0, + "n_pred": 0, + "n_ref": 32553 + }, + "15": { + "Dice": 0.4408871704446474, + "FN": 52598, + "FP": 38, + "IoU": 0.28278079821226615, + "TN": 101843, + "TP": 20753, + "n_pred": 20791, + "n_ref": 73351 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.01567398119122257, + "FN": 628, + "FP": 0, + "IoU": 0.007898894154818325, + "TN": 174599, + "TP": 5, + "n_pred": 5, + "n_ref": 633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 666, + "IoU": 0.0, + "TN": 174566, + "TP": 0, + "n_pred": 666, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1281.5942028985507, + "FP": 954.4840579710146, + "IoU": NaN, + "TN": 315549.0956521739, + "TP": 2203.695652173913, + "n_pred": 3158.179710144927, + "n_ref": 3485.2898550724635 + }, + "mean": { + "1": { + "Dice": 0.24232982986942822, + "FN": 899.695652173913, + "FP": 971.7826086956521, + "IoU": 0.2025224694037101, + "TN": 314749.6956521739, + "TP": 3367.695652173913, + "n_pred": 4339.478260869565, + "n_ref": 4267.391304347826 + }, + "10": { + "Dice": 0.044881295447611484, + "FN": 245.2173913043478, + "FP": 559.8695652173913, + "IoU": 0.024426302955123682, + "TN": 319109.95652173914, + "TP": 73.82608695652173, + "n_pred": 633.695652173913, + "n_ref": 319.04347826086956 + }, + "11": { + "Dice": 0.0, + "FN": 39.869565217391305, + "FP": 0.0, + "IoU": 0.0, + "TN": 319949.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 39.869565217391305 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 319988.8695652174, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.18205000606497565, + "FN": 681.4347826086956, + "FP": 288.2608695652174, + "IoU": 0.14317432697023358, + "TN": 318888.47826086957, + "TP": 130.69565217391303, + "n_pred": 418.95652173913044, + "n_ref": 812.1304347826087 + }, + "14": { + "Dice": 0.182859817395519, + "FN": 3320.1739130434785, + "FP": 147.69565217391303, + "IoU": 0.11191242449661884, + "TN": 315535.0, + "TP": 986.0, + "n_pred": 1133.695652173913, + "n_ref": 4306.173913043478 + }, + "15": { + "Dice": 0.45208461516758514, + "FN": 1193.2608695652175, + "FP": 225.1304347826087, + "IoU": 0.34903611465764484, + "TN": 316897.0869565217, + "TP": 1673.391304347826, + "n_pred": 1898.5217391304348, + "n_ref": 2866.6521739130435 + }, + "2": { + "Dice": 0.1989196669956658, + "FN": 160.7826086956522, + "FP": 953.1304347826087, + "IoU": 0.1707389839046271, + "TN": 316667.47826086957, + "TP": 2207.478260869565, + "n_pred": 3160.608695652174, + "n_ref": 2368.2608695652175 + }, + "3": { + "Dice": 0.03013785120488267, + "FN": 2750.1739130434785, + "FP": 232.95652173913044, + "IoU": 0.016296802094002506, + "TN": 316974.60869565216, + "TP": 31.130434782608695, + "n_pred": 264.0869565217391, + "n_ref": 2781.304347826087 + }, + "4": { + "Dice": 0.0, + "FN": 1025.3478260869565, + "FP": 0.0, + "IoU": 0.0, + "TN": 318963.52173913043, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1025.3478260869565 + }, + "5": { + "Dice": 0.012901195720578981, + "FN": 320.82608695652175, + "FP": 12.173913043478262, + "IoU": 0.006621447028423773, + "TN": 319654.0869565217, + "TP": 1.7826086956521738, + "n_pred": 13.956521739130435, + "n_ref": 322.60869565217394 + }, + "6": { + "Dice": 0.5778966590964231, + "FN": 5422.478260869565, + "FP": 2102.478260869565, + "IoU": 0.506509939735602, + "TN": 291250.6956521739, + "TP": 21213.217391304348, + "n_pred": 23315.695652173912, + "n_ref": 26635.695652173912 + }, + "7": { + "Dice": 0.11300952203760052, + "FN": 237.17391304347825, + "FP": 7673.347826086957, + "IoU": 0.0928345221477674, + "TN": 309536.3043478261, + "TP": 2542.0434782608695, + "n_pred": 10215.391304347826, + "n_ref": 2779.217391304348 + }, + "8": { + "Dice": 0.3461567532341654, + "FN": 1623.6521739130435, + "FP": 131.7826086956522, + "IoU": 0.23937654701658367, + "TN": 317904.60869565216, + "TP": 328.82608695652175, + "n_pred": 460.60869565217394, + "n_ref": 1952.4782608695652 + }, + "9": { + "Dice": 0.13017749684986854, + "FN": 1303.8260869565217, + "FP": 1018.6521739130435, + "IoU": 0.08776977156382337, + "TN": 317167.04347826086, + "TP": 499.3478260869565, + "n_pred": 1518.0, + "n_ref": 1803.1739130434783 + } + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 350177, + "TP": 0, + "n_pred": 287, + "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": 3148, + "IoU": 0.0, + "TN": 347316, + "TP": 0, + "n_pred": 3148, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 512, + "FP": 0, + "IoU": 0.0, + "TN": 349952, + "TP": 0, + "n_pred": 0, + "n_ref": 512 + }, + "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": 54, + "IoU": 0.0, + "TN": 344798, + "TP": 0, + "n_pred": 54, + "n_ref": 5612 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.46808510638297873, + "FN": 88, + "FP": 12, + "IoU": 0.3055555555555556, + "TN": 350320, + "TP": 44, + "n_pred": 56, + "n_ref": 132 + }, + "8": { + "Dice": 0.25082551268682657, + "FN": 34486, + "FP": 0, + "IoU": 0.1433965076132045, + "TN": 310205, + "TP": 5773, + "n_pred": 5773, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 15507, + "IoU": 0.0, + "TN": 334957, + "TP": 0, + "n_pred": 15507, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 1905, + "FP": 0, + "IoU": 0.0, + "TN": 523791, + "TP": 0, + "n_pred": 0, + "n_ref": 1905 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.05049691109320441, + "FN": 3535, + "FP": 0, + "IoU": 0.025902452466244143, + "TN": 522067, + "TP": 94, + "n_pred": 94, + "n_ref": 3629 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1798, + "IoU": 0.0, + "TN": 523898, + "TP": 0, + "n_pred": 1798, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 350202, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 350158, + "TP": 0, + "n_pred": 306, + "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": 3014, + "IoU": 0.0, + "TN": 347450, + "TP": 0, + "n_pred": 3014, + "n_ref": 0 + }, + "9": { + "Dice": 0.002234993614303959, + "FN": 12500, + "FP": 0, + "IoU": 0.001118747003356241, + "TN": 337950, + "TP": 14, + "n_pred": 14, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 1005, + "IoU": 0.0, + "TN": 349459, + "TP": 0, + "n_pred": 1005, + "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": 117080, + "IoU": 0.0, + "TN": 233384, + "TP": 0, + "n_pred": 117080, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19753, + "IoU": 0.0, + "TN": 155479, + "TP": 0, + "n_pred": 19753, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6571428571428571, + "FN": 1055, + "FP": 1, + "IoU": 0.48936170212765956, + "TN": 173164, + "TP": 1012, + "n_pred": 1013, + "n_ref": 2067 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9035772702697153, + "FN": 27803, + "FP": 375, + "IoU": 0.8241139532851454, + "TN": 15026, + "TP": 132028, + "n_pred": 132403, + "n_ref": 159831 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 174936, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.18533576335342772, + "FN": 2626, + "FP": 8996, + "IoU": 0.10213226205191595, + "TN": 337520, + "TP": 1322, + "n_pred": 10318, + "n_ref": 3948 + }, + "11": { + "Dice": 0.0, + "FN": 917, + "FP": 0, + "IoU": 0.0, + "TN": 349547, + "TP": 0, + "n_pred": 0, + "n_ref": 917 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4812, + "FP": 2121, + "IoU": 0.0, + "TN": 343531, + "TP": 0, + "n_pred": 2121, + "n_ref": 4812 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 924, + "IoU": 0.0, + "TN": 349540, + "TP": 0, + "n_pred": 924, + "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": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 346767, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 350240, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "6": { + "Dice": 0.81477645904588, + "FN": 13858, + "FP": 13328, + "IoU": 0.6874453897447689, + "TN": 263484, + "TP": 59794, + "n_pred": 73122, + "n_ref": 73652 + }, + "7": { + "Dice": 0.0, + "FN": 142, + "FP": 1301, + "IoU": 0.0, + "TN": 349021, + "TP": 0, + "n_pred": 1301, + "n_ref": 142 + }, + "8": { + "Dice": 0.6963368709346114, + "FN": 880, + "FP": 7, + "IoU": 0.5341386554621849, + "TN": 348560, + "TP": 1017, + "n_pred": 1024, + "n_ref": 1897 + }, + "9": { + "Dice": 0.5184749937851703, + "FN": 13385, + "FP": 7922, + "IoU": 0.34996033925193726, + "TN": 317686, + "TP": 11471, + "n_pred": 19393, + "n_ref": 24856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 976, + "IoU": 0.0, + "TN": 699952, + "TP": 0, + "n_pred": 976, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 700806, + "TP": 0, + "n_pred": 122, + "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": 209, + "IoU": 0.0, + "TN": 700719, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "14": { + "Dice": 0.37558766443821434, + "FN": 43431, + "FP": 0, + "IoU": 0.23121448675057088, + "TN": 644435, + "TP": 13062, + "n_pred": 13062, + "n_ref": 56493 + }, + "15": { + "Dice": 0.7701971198039016, + "FN": 17936, + "FP": 4564, + "IoU": 0.6262768873017192, + "TN": 640723, + "TP": 37705, + "n_pred": 42269, + "n_ref": 55641 + }, + "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": 0.051604782882315924, + "FN": 1505, + "FP": 2, + "IoU": 0.02648578811369509, + "TN": 699380, + "TP": 41, + "n_pred": 43, + "n_ref": 1546 + }, + "6": { + "Dice": 0.10401188707280833, + "FN": 603, + "FP": 0, + "IoU": 0.054858934169279, + "TN": 700290, + "TP": 35, + "n_pred": 35, + "n_ref": 638 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 700832, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "8": { + "Dice": 0.43746462931522356, + "FN": 1978, + "FP": 10, + "IoU": 0.2799710249909453, + "TN": 698167, + "TP": 773, + "n_pred": 783, + "n_ref": 2751 + }, + "9": { + "Dice": 0.0, + "FN": 4103, + "FP": 0, + "IoU": 0.0, + "TN": 696825, + "TP": 0, + "n_pred": 0, + "n_ref": 4103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 1190, + "IoU": 0.0, + "TN": 174042, + "TP": 0, + "n_pred": 1190, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 703, + "IoU": 0.0, + "TN": 174529, + "TP": 0, + "n_pred": 703, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1294, + "IoU": 0.0, + "TN": 173938, + "TP": 0, + "n_pred": 1294, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7887569832402235, + "FN": 1186, + "FP": 24, + "IoU": 0.6511963101758432, + "TN": 171763, + "TP": 2259, + "n_pred": 2283, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9342144788224692, + "FN": 2643, + "FP": 4365, + "IoU": 0.8765501691093573, + "TN": 118464, + "TP": 49760, + "n_pred": 54125, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 409, + "IoU": 0.0, + "TN": 174823, + "TP": 0, + "n_pred": 409, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650283788137903, + "FN": 1407, + "FP": 1415, + "IoU": 0.9324201350639398, + "TN": 133474, + "TP": 38936, + "n_pred": 40351, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 174701, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 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": 0.3558516051438616, + "FN": 32421, + "FP": 2392, + "IoU": 0.21643521123590448, + "TN": 481267, + "TP": 9616, + "n_pred": 12008, + "n_ref": 42037 + }, + "15": { + "Dice": 0.1339721105312687, + "FN": 9509, + "FP": 614, + "IoU": 0.07179534201357052, + "TN": 514790, + "TP": 783, + "n_pred": 1397, + "n_ref": 10292 + }, + "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": 200, + "IoU": 0.0, + "TN": 525496, + "TP": 0, + "n_pred": 200, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 131, + "IoU": 0.0, + "TN": 175101, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757636385770466, + "FN": 4144, + "FP": 435, + "IoU": 0.9526742803989457, + "TN": 78477, + "TP": 92176, + "n_pred": 92611, + "n_ref": 96320 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 0, + "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": 0.12149304708465479, + "FN": 9675, + "FP": 1128, + "IoU": 0.06467532467532468, + "TN": 338914, + "TP": 747, + "n_pred": 1875, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1790, + "IoU": 0.0, + "TN": 348674, + "TP": 0, + "n_pred": 1790, + "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": 17853, + "FP": 0, + "IoU": 0.0, + "TN": 332611, + "TP": 0, + "n_pred": 0, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9365583539464808, + "FN": 3637, + "FP": 877, + "IoU": 0.880686173446462, + "TN": 312631, + "TP": 33319, + "n_pred": 34196, + "n_ref": 36956 + }, + "7": { + "Dice": 0.1640378548895899, + "FN": 1991, + "FP": 8609, + "IoU": 0.08934707903780069, + "TN": 338824, + "TP": 1040, + "n_pred": 9649, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187791650901753, + "FN": 12699, + "FP": 181, + "IoU": 0.8497608771725184, + "TN": 89502, + "TP": 72850, + "n_pred": 73031, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4430, + "IoU": 0.0, + "TN": 170802, + "TP": 0, + "n_pred": 4430, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3146, + "IoU": 0.0, + "TN": 172086, + "TP": 0, + "n_pred": 3146, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 0, + "IoU": 0.0, + "TN": 173109, + "TP": 0, + "n_pred": 0, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 700798, + "TP": 0, + "n_pred": 130, + "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": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 55184, + "FP": 449, + "IoU": 0.0, + "TN": 645295, + "TP": 0, + "n_pred": 449, + "n_ref": 55184 + }, + "4": { + "Dice": 0.0, + "FN": 128, + "FP": 0, + "IoU": 0.0, + "TN": 700800, + "TP": 0, + "n_pred": 0, + "n_ref": 128 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7289944035494605, + "FN": 64866, + "FP": 21136, + "IoU": 0.5735571940715911, + "TN": 499255, + "TP": 115671, + "n_pred": 136807, + "n_ref": 180537 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40316, + "IoU": 0.0, + "TN": 660612, + "TP": 0, + "n_pred": 40316, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5351998141263941, + "FN": 7994, + "FP": 8, + "IoU": 0.36537393924974226, + "TN": 513087, + "TP": 4607, + "n_pred": 4615, + "n_ref": 12601 + }, + "10": { + "Dice": 0.12883330477985266, + "FN": 2933, + "FP": 2152, + "IoU": 0.06885185863394983, + "TN": 520235, + "TP": 376, + "n_pred": 2528, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 10900, + "IoU": 0.0, + "TN": 514796, + "TP": 0, + "n_pred": 10900, + "n_ref": 0 + }, + "3": { + "Dice": 0.15068925602441335, + "FN": 8070, + "FP": 1, + "IoU": 0.08148401047001252, + "TN": 516909, + "TP": 716, + "n_pred": 717, + "n_ref": 8786 + }, + "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": 0.6929368029739778, + "FN": 1267, + "FP": 6580, + "IoU": 0.5301478953356087, + "TN": 508995, + "TP": 8854, + "n_pred": 15434, + "n_ref": 10121 + }, + "7": { + "Dice": 0.9500103472538388, + "FN": 1111, + "FP": 4928, + "IoU": 0.9047806754753871, + "TN": 462274, + "TP": 57383, + "n_pred": 62311, + "n_ref": 58494 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3807, + "IoU": 0.0, + "TN": 171425, + "TP": 0, + "n_pred": 3807, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7626158038147139, + "FN": 3597, + "FP": 759, + "IoU": 0.6163128688452392, + "TN": 163879, + "TP": 6997, + "n_pred": 7756, + "n_ref": 10594 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 174615, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 4246.846376811594, + "FP": 4220.547826086957, + "IoU": NaN, + "TN": 316896.336231884, + "TP": 2243.921739130435, + "n_pred": 6464.469565217391, + "n_ref": 6490.768115942028 + }, + "mean": { + "1": { + "Dice": 0.36631744817919604, + "FN": 21479.739130434784, + "FP": 3243.608695652174, + "IoU": 0.276159678446014, + "TN": 294313.7826086957, + "TP": 8570.521739130434, + "n_pred": 11814.130434782608, + "n_ref": 30050.260869565216 + }, + "10": { + "Dice": 0.08190860793415909, + "FN": 4764.173913043478, + "FP": 360.8695652173913, + "IoU": 0.055953383270523745, + "TN": 322237.0, + "TP": 245.6086956521739, + "n_pred": 606.4782608695652, + "n_ref": 5009.782608695652 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 327607.652173913, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 104.78260869565217, + "FP": 0.0, + "IoU": 0.0, + "TN": 327502.8695652174, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 104.78260869565217 + }, + "13": { + "Dice": 0.006063899454063371, + "FN": 2921.217391304348, + "FP": 24.52173913043478, + "IoU": 0.0030679149370643954, + "TN": 324646.47826086957, + "TP": 15.434782608695652, + "n_pred": 39.95652173913044, + "n_ref": 2936.6521739130435 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 450.04347826086956, + "IoU": 0.0, + "TN": 327157.60869565216, + "TP": 0.0, + "n_pred": 450.04347826086956, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1102.0434782608695, + "IoU": 0.0, + "TN": 326505.60869565216, + "TP": 0.0, + "n_pred": 1102.0434782608695, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.009790482948758754, + "FN": 1137.6521739130435, + "FP": 5670.95652173913, + "IoU": 0.005167222076938609, + "TN": 320722.652173913, + "TP": 76.3913043478261, + "n_pred": 5747.347826086957, + "n_ref": 1214.0434782608695 + }, + "3": { + "Dice": 0.0642789758038846, + "FN": 7858.260869565217, + "FP": 2580.086956521739, + "IoU": 0.0399216406328914, + "TN": 316706.0869565217, + "TP": 463.2173913043478, + "n_pred": 3043.304347826087, + "n_ref": 8321.478260869566 + }, + "4": { + "Dice": 0.0, + "FN": 990.1304347826087, + "FP": 0.0, + "IoU": 0.0, + "TN": 326617.52173913043, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 990.1304347826087 + }, + "5": { + "Dice": 0.0, + "FN": 227.7826086956522, + "FP": 0.0, + "IoU": 0.0, + "TN": 327379.8695652174, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 227.7826086956522 + }, + "6": { + "Dice": 0.2962395192372904, + "FN": 5758.826086956522, + "FP": 37923.565217391304, + "IoU": 0.24171983603842748, + "TN": 266538.95652173914, + "TP": 17386.304347826088, + "n_pred": 55309.86956521739, + "n_ref": 23145.130434782608 + }, + "7": { + "Dice": 0.21289737700601324, + "FN": 15514.91304347826, + "FP": 11059.130434782608, + "IoU": 0.162120732063835, + "TN": 295169.26086956525, + "TP": 5864.347826086957, + "n_pred": 16923.478260869564, + "n_ref": 21379.260869565216 + }, + "8": { + "Dice": 0.0035510462904248573, + "FN": 1708.1739130434783, + "FP": 4.782608695652174, + "IoU": 0.0017914267434420987, + "TN": 325888.60869565216, + "TP": 6.086956521739131, + "n_pred": 10.869565217391305, + "n_ref": 1714.2608695652175 + }, + "9": { + "Dice": 0.31977975089722066, + "FN": 1237.0434782608695, + "FP": 888.6086956521739, + "IoU": 0.2414302289920812, + "TN": 324451.0869565217, + "TP": 1030.9130434782608, + "n_pred": 1919.5217391304348, + "n_ref": 2267.9565217391305 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5103280942495889, + "FN": 90591, + "FP": 226, + "IoU": 0.3425775113832968, + "TN": 37091, + "TP": 47324, + "n_pred": 47550, + "n_ref": 137915 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 454, + "IoU": 0.0, + "TN": 174778, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5977, + "IoU": 0.0, + "TN": 169255, + "TP": 0, + "n_pred": 5977, + "n_ref": 0 + }, + "3": { + "Dice": 0.166741979213737, + "FN": 3164, + "FP": 524, + "IoU": 0.0909539068277052, + "TN": 171175, + "TP": 369, + "n_pred": 893, + "n_ref": 3533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 91426, + "IoU": 0.0, + "TN": 83806, + "TP": 0, + "n_pred": 91426, + "n_ref": 0 + }, + "7": { + "Dice": 0.379528203263488, + "FN": 13648, + "FP": 3, + "IoU": 0.23420845955346123, + "TN": 157406, + "TP": 4175, + "n_pred": 4178, + "n_ref": 17823 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7882984320740819, + "FN": 9236, + "FP": 823, + "IoU": 0.6505714384965435, + "TN": 496909, + "TP": 18728, + "n_pred": 19551, + "n_ref": 27964 + }, + "10": { + "Dice": 0.6278060046189377, + "FN": 3751, + "FP": 278, + "IoU": 0.45751985997037836, + "TN": 518269, + "TP": 3398, + "n_pred": 3676, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 525511, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 524789, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 51072, + "IoU": 0.0, + "TN": 474624, + "TP": 0, + "n_pred": 51072, + "n_ref": 0 + }, + "3": { + "Dice": 0.07343716732995954, + "FN": 54319, + "FP": 2256, + "IoU": 0.03811823112365473, + "TN": 466879, + "TP": 2242, + "n_pred": 4498, + "n_ref": 56561 + }, + "4": { + "Dice": 0.0, + "FN": 15583, + "FP": 0, + "IoU": 0.0, + "TN": 510113, + "TP": 0, + "n_pred": 0, + "n_ref": 15583 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8319526153599872, + "FN": 3311, + "FP": 5087, + "IoU": 0.7122593024052628, + "TN": 496510, + "TP": 20788, + "n_pred": 25875, + "n_ref": 24099 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14965, + "IoU": 0.0, + "TN": 510731, + "TP": 0, + "n_pred": 14965, + "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": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24476, + "IoU": 0.0, + "TN": 501220, + "TP": 0, + "n_pred": 24476, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2505, + "FP": 0, + "IoU": 0.0, + "TN": 523191, + "TP": 0, + "n_pred": 0, + "n_ref": 2505 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 524862, + "TP": 0, + "n_pred": 834, + "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": 0.01645682043780367, + "FN": 36902, + "FP": 750, + "IoU": 0.008296678694655885, + "TN": 487729, + "TP": 315, + "n_pred": 1065, + "n_ref": 37217 + }, + "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": 30044, + "IoU": 0.0, + "TN": 495652, + "TP": 0, + "n_pred": 30044, + "n_ref": 0 + }, + "7": { + "Dice": 0.32689566704675027, + "FN": 23566, + "FP": 14214, + "IoU": 0.19538271499765728, + "TN": 478742, + "TP": 9174, + "n_pred": 23388, + "n_ref": 32740 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7828847298459096, + "FN": 7311, + "FP": 2538, + "IoU": 0.6432297326668116, + "TN": 498090, + "TP": 17757, + "n_pred": 20295, + "n_ref": 25068 + }, + "10": { + "Dice": 0.3467113531629661, + "FN": 6953, + "FP": 844, + "IoU": 0.20971011554834787, + "TN": 515830, + "TP": 2069, + "n_pred": 2913, + "n_ref": 9022 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.024469001148105626, + "FN": 27097, + "FP": 93, + "IoU": 0.012386037557662271, + "TN": 498165, + "TP": 341, + "n_pred": 434, + "n_ref": 27438 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8743, + "IoU": 0.0, + "TN": 516953, + "TP": 0, + "n_pred": 8743, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1853, + "IoU": 0.0, + "TN": 523843, + "TP": 0, + "n_pred": 1853, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5809, + "IoU": 0.0, + "TN": 519887, + "TP": 0, + "n_pred": 5809, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5462, + "IoU": 0.0, + "TN": 520234, + "TP": 0, + "n_pred": 5462, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7153, + "FP": 0, + "IoU": 0.0, + "TN": 518543, + "TP": 0, + "n_pred": 0, + "n_ref": 7153 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.29774013099056407, + "FN": 3382, + "FP": 283225, + "IoU": 0.1749087412627676, + "TN": 178332, + "TP": 60757, + "n_pred": 343982, + "n_ref": 64139 + }, + "7": { + "Dice": 0.1968831486418598, + "FN": 290480, + "FP": 11663, + "IoU": 0.10919045456957703, + "TN": 186518, + "TP": 37035, + "n_pred": 48698, + "n_ref": 327515 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7345111896348645, + "FN": 3265, + "FP": 116, + "IoU": 0.5804169769173492, + "TN": 517638, + "TP": 4677, + "n_pred": 4793, + "n_ref": 7942 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5820433436532507, + "FN": 135, + "FP": 0, + "IoU": 0.4104803493449782, + "TN": 175003, + "TP": 94, + "n_pred": 94, + "n_ref": 229 + }, + "10": { + "Dice": 0.0, + "FN": 19193, + "FP": 0, + "IoU": 0.0, + "TN": 156039, + "TP": 0, + "n_pred": 0, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 174822, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "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": 4737, + "IoU": 0.0, + "TN": 170495, + "TP": 0, + "n_pred": 4737, + "n_ref": 0 + }, + "3": { + "Dice": 0.024461954604257322, + "FN": 15510, + "FP": 1080, + "IoU": 0.01238242647934278, + "TN": 158434, + "TP": 208, + "n_pred": 1288, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 279, + "IoU": 0.0, + "TN": 174953, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "7": { + "Dice": 0.9368705607972013, + "FN": 4141, + "FP": 623, + "IoU": 0.8812384703594754, + "TN": 135118, + "TP": 35350, + "n_pred": 35973, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 524665, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 6883, + "IoU": 0.0, + "TN": 518669, + "TP": 0, + "n_pred": 6883, + "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": 106, + "FP": 0, + "IoU": 0.0, + "TN": 525590, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.0, + "FN": 57, + "FP": 37, + "IoU": 0.0, + "TN": 525602, + "TP": 0, + "n_pred": 37, + "n_ref": 57 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 16801, + "IoU": 0.0, + "TN": 508895, + "TP": 0, + "n_pred": 16801, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4634, + "IoU": 0.0, + "TN": 521062, + "TP": 0, + "n_pred": 4634, + "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": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 520471, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8170243383595069, + "FN": 2531, + "FP": 9167, + "IoU": 0.6906518577284146, + "TN": 487881, + "TP": 26117, + "n_pred": 35284, + "n_ref": 28648 + }, + "7": { + "Dice": 0.03340948029697316, + "FN": 3136, + "FP": 10404, + "IoU": 0.016988529112821258, + "TN": 511922, + "TP": 234, + "n_pred": 10638, + "n_ref": 3370 + }, + "8": { + "Dice": 0.0, + "FN": 23235, + "FP": 0, + "IoU": 0.0, + "TN": 502461, + "TP": 0, + "n_pred": 0, + "n_ref": 23235 + }, + "9": { + "Dice": 0.4164837499114919, + "FN": 14010, + "FP": 10713, + "IoU": 0.263011983544983, + "TN": 492150, + "TP": 8823, + "n_pred": 19536, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 154914, + "FP": 0, + "IoU": 0.0, + "TN": 721246, + "TP": 0, + "n_pred": 0, + "n_ref": 154914 + }, + "10": { + "Dice": 0.0, + "FN": 15787, + "FP": 25, + "IoU": 0.0, + "TN": 860348, + "TP": 0, + "n_pred": 25, + "n_ref": 15787 + }, + "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": 0.02318840579710145, + "FN": 655, + "FP": 19, + "IoU": 0.011730205278592375, + "TN": 875478, + "TP": 8, + "n_pred": 27, + "n_ref": 663 + }, + "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": 23762, + "IoU": 0.0, + "TN": 852398, + "TP": 0, + "n_pred": 23762, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2374, + "IoU": 0.0, + "TN": 873786, + "TP": 0, + "n_pred": 2374, + "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": 14, + "FP": 0, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "6": { + "Dice": 0.15813604036643986, + "FN": 41708, + "FP": 155502, + "IoU": 0.08585652568928115, + "TN": 660428, + "TP": 18522, + "n_pred": 174024, + "n_ref": 60230 + }, + "7": { + "Dice": 0.5805632013550709, + "FN": 10578, + "FP": 54795, + "IoU": 0.4090095465393795, + "TN": 765544, + "TP": 45243, + "n_pred": 100038, + "n_ref": 55821 + }, + "8": { + "Dice": 0.0, + "FN": 563, + "FP": 82, + "IoU": 0.0, + "TN": 875515, + "TP": 0, + "n_pred": 82, + "n_ref": 563 + }, + "9": { + "Dice": 0.5919661733615222, + "FN": 193, + "FP": 0, + "IoU": 0.42042042042042044, + "TN": 875827, + "TP": 140, + "n_pred": 140, + "n_ref": 333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 1963, + "FP": 4, + "IoU": 0.0, + "TN": 348497, + "TP": 0, + "n_pred": 4, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0008537886872998933, + "FN": 14039, + "FP": 4, + "IoU": 0.00042707666026051675, + "TN": 336415, + "TP": 6, + "n_pred": 10, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3, + "FP": 7792, + "IoU": 0.0, + "TN": 342669, + "TP": 0, + "n_pred": 7792, + "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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.017755231452124286, + "FN": 15490, + "FP": 0, + "IoU": 0.008957133717210493, + "TN": 334834, + "TP": 140, + "n_pred": 140, + "n_ref": 15630 + }, + "9": { + "Dice": 0.023058252427184466, + "FN": 7131, + "FP": 2529, + "IoU": 0.011663597298956415, + "TN": 340690, + "TP": 114, + "n_pred": 2643, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.878200978364039, + "FN": 24152, + "FP": 871, + "IoU": 0.782850547581443, + "TN": 59998, + "TP": 90211, + "n_pred": 91082, + "n_ref": 114363 + }, + "10": { + "Dice": 0.0, + "FN": 6984, + "FP": 0, + "IoU": 0.0, + "TN": 168248, + "TP": 0, + "n_pred": 0, + "n_ref": 6984 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 210, + "IoU": 0.0, + "TN": 175022, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "3": { + "Dice": 0.5367435535331346, + "FN": 7246, + "FP": 1611, + "IoU": 0.3668144123534458, + "TN": 161244, + "TP": 5131, + "n_pred": 6742, + "n_ref": 12377 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.005504334663547544, + "FN": 0, + "FP": 21681, + "IoU": 0.0027597626604112047, + "TN": 153491, + "TP": 60, + "n_pred": 21741, + "n_ref": 60 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10189, + "IoU": 0.0, + "TN": 165043, + "TP": 0, + "n_pred": 10189, + "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": 5664, + "IoU": 0.0, + "TN": 169568, + "TP": 0, + "n_pred": 5664, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 174987, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "10": { + "Dice": 0.008385937428005344, + "FN": 42925, + "FP": 117, + "IoU": 0.004210623727558763, + "TN": 132008, + "TP": 182, + "n_pred": 299, + "n_ref": 43107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 24132, + "FP": 0, + "IoU": 0.0, + "TN": 151100, + "TP": 0, + "n_pred": 0, + "n_ref": 24132 + }, + "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": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14607, + "IoU": 0.0, + "TN": 160625, + "TP": 0, + "n_pred": 14607, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22913, + "IoU": 0.0, + "TN": 152319, + "TP": 0, + "n_pred": 22913, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.45445844632317756, + "FN": 5028, + "FP": 1812, + "IoU": 0.2940447930642997, + "TN": 165543, + "TP": 2849, + "n_pred": 4661, + "n_ref": 7877 + }, + "7": { + "Dice": 0.0008457553652605984, + "FN": 9411, + "FP": 40, + "IoU": 0.00042305658381808567, + "TN": 165777, + "TP": 4, + "n_pred": 44, + "n_ref": 9415 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.792218641842702, + "FN": 3853, + "FP": 1370, + "IoU": 0.6559288537549407, + "TN": 160052, + "TP": 9957, + "n_pred": 11327, + "n_ref": 13810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5726165948679528, + "FN": 22815, + "FP": 3, + "IoU": 0.4011652319966408, + "TN": 137128, + "TP": 15286, + "n_pred": 15289, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 20645, + "IoU": 0.0, + "TN": 154587, + "TP": 0, + "n_pred": 20645, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0263.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": 364, + "IoU": 0.0, + "TN": 350100, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 826, + "IoU": 0.0, + "TN": 349638, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + }, + "2": { + "Dice": 0.11830296437313027, + "FN": 25808, + "FP": 128, + "IoU": 0.06287035698800404, + "TN": 322788, + "TP": 1740, + "n_pred": 1868, + "n_ref": 27548 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8394, + "IoU": 0.0, + "TN": 342070, + "TP": 0, + "n_pred": 8394, + "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": 0.9300598955458861, + "FN": 6692, + "FP": 5347, + "IoU": 0.8692635145407553, + "TN": 258378, + "TP": 80047, + "n_pred": 85394, + "n_ref": 86739 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47435897435897434, + "FN": 82, + "FP": 0, + "IoU": 0.31092436974789917, + "TN": 525577, + "TP": 37, + "n_pred": 37, + "n_ref": 119 + }, + "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": 115, + "IoU": 0.0, + "TN": 525581, + "TP": 0, + "n_pred": 115, + "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": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07087866641216517, + "FN": 43582, + "FP": 227, + "IoU": 0.03674142480211082, + "TN": 304984, + "TP": 1671, + "n_pred": 1898, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 4711, + "FP": 119, + "IoU": 0.0, + "TN": 345634, + "TP": 0, + "n_pred": 119, + "n_ref": 4711 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 301, + "FP": 1, + "IoU": 0.0, + "TN": 350162, + "TP": 0, + "n_pred": 1, + "n_ref": 301 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 349868, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19690, + "IoU": 0.0, + "TN": 330774, + "TP": 0, + "n_pred": 19690, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "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": 0.9118028232409068, + "FN": 21691, + "FP": 1039, + "IoU": 0.8379022136010954, + "TN": 210240, + "TP": 117494, + "n_pred": 118533, + "n_ref": 139185 + }, + "7": { + "Dice": 0.7384646383235945, + "FN": 1883, + "FP": 713, + "IoU": 0.5853697492413352, + "TN": 344203, + "TP": 3665, + "n_pred": 4378, + "n_ref": 5548 + }, + "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": 44, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06067119537666025, + "FN": 140098, + "FP": 45194, + "IoU": 0.03128463581421611, + "TN": 334420, + "TP": 5984, + "n_pred": 51178, + "n_ref": 146082 + }, + "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": 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": 0.0, + "FN": 0, + "FP": 1609, + "IoU": 0.0, + "TN": 524087, + "TP": 0, + "n_pred": 1609, + "n_ref": 0 + }, + "2": { + "Dice": 0.018763796909492272, + "FN": 358, + "FP": 1420, + "IoU": 0.00947075208913649, + "TN": 523901, + "TP": 17, + "n_pred": 1437, + "n_ref": 375 + }, + "3": { + "Dice": 0.012090680100755667, + "FN": 1579, + "FP": 382, + "IoU": 0.006082108464267613, + "TN": 523723, + "TP": 12, + "n_pred": 394, + "n_ref": 1591 + }, + "4": { + "Dice": 0.0, + "FN": 37, + "FP": 0, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 0, + "n_ref": 37 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.33315368294663017, + "FN": 48110, + "FP": 245131, + "IoU": 0.199870665662552, + "TN": 159204, + "TP": 73251, + "n_pred": 318382, + "n_ref": 121361 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 718, + "IoU": 0.0, + "TN": 524978, + "TP": 0, + "n_pred": 718, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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": 515, + "IoU": 0.0, + "TN": 349949, + "TP": 0, + "n_pred": 515, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 961, + "IoU": 0.0, + "TN": 349503, + "TP": 0, + "n_pred": 961, + "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": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40816326530612246, + "FN": 87, + "FP": 0, + "IoU": 0.2564102564102564, + "TN": 175115, + "TP": 30, + "n_pred": 30, + "n_ref": 117 + }, + "10": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 170572, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4750, + "IoU": 0.0, + "TN": 170482, + "TP": 0, + "n_pred": 4750, + "n_ref": 0 + }, + "3": { + "Dice": 0.06997350603473654, + "FN": 62017, + "FP": 1169, + "IoU": 0.036255204917407684, + "TN": 109669, + "TP": 2377, + "n_pred": 3546, + "n_ref": 64394 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1727, + "IoU": 0.0, + "TN": 173505, + "TP": 0, + "n_pred": 1727, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 135784, + "IoU": 0.0, + "TN": 39448, + "TP": 0, + "n_pred": 135784, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 2710.637681159421, + "FP": 2002.0086956521736, + "IoU": NaN, + "TN": 320055.95942028984, + "TP": 2839.046376811594, + "n_pred": 4841.055072463768, + "n_ref": 5549.684057971014 + }, + "mean": { + "1": { + "Dice": 0.33045430848552826, + "FN": 840.2173913043479, + "FP": 515.5217391304348, + "IoU": 0.29592058057374127, + "TN": 322405.0, + "TP": 3846.913043478261, + "n_pred": 4362.434782608696, + "n_ref": 4687.130434782609 + }, + "10": { + "Dice": 0.22820752889638457, + "FN": 3067.0, + "FP": 422.82608695652175, + "IoU": 0.14931966066228736, + "TN": 323038.52173913043, + "TP": 1079.304347826087, + "n_pred": 1502.1304347826087, + "n_ref": 4146.304347826087 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 327607.652173913, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 8.478260869565217, + "FP": 0.0, + "IoU": 0.0, + "TN": 327599.17391304346, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 8.478260869565217 + }, + "13": { + "Dice": 0.15193942171227962, + "FN": 2281.782608695652, + "FP": 40.95652173913044, + "IoU": 0.10616375375458527, + "TN": 324760.82608695654, + "TP": 524.0869565217391, + "n_pred": 565.0434782608696, + "n_ref": 2805.8695652173915 + }, + "14": { + "Dice": 0.08371686328938237, + "FN": 441.7826086956522, + "FP": 3469.913043478261, + "IoU": 0.07199398438805471, + "TN": 322384.6956521739, + "TP": 1311.2608695652175, + "n_pred": 4781.173913043478, + "n_ref": 1753.0434782608695 + }, + "15": { + "Dice": 0.14320116698733668, + "FN": 50.78260869565217, + "FP": 788.695652173913, + "IoU": 0.1255277401148627, + "TN": 324787.73913043475, + "TP": 1980.4347826086957, + "n_pred": 2769.1304347826085, + "n_ref": 2031.2173913043478 + }, + "2": { + "Dice": 0.13120331927309353, + "FN": 11035.869565217392, + "FP": 715.5217391304348, + "IoU": 0.07816127432469411, + "TN": 314433.8695652174, + "TP": 1422.391304347826, + "n_pred": 2137.913043478261, + "n_ref": 12458.260869565218 + }, + "3": { + "Dice": 0.18055514696929847, + "FN": 1179.1739130434783, + "FP": 5907.913043478261, + "IoU": 0.15218210889358563, + "TN": 316754.347826087, + "TP": 3766.217391304348, + "n_pred": 9674.130434782608, + "n_ref": 4945.391304347826 + }, + "4": { + "Dice": 0.04861297996706029, + "FN": 407.5217391304348, + "FP": 611.1739130434783, + "IoU": 0.029290059799457785, + "TN": 326392.60869565216, + "TP": 196.34782608695653, + "n_pred": 807.5217391304348, + "n_ref": 603.8695652173913 + }, + "5": { + "Dice": 0.1105098855359001, + "FN": 160.91304347826087, + "FP": 102.47826086956522, + "IoU": 0.07093240716003206, + "TN": 327298.0869565217, + "TP": 46.17391304347826, + "n_pred": 148.65217391304347, + "n_ref": 207.08695652173913 + }, + "6": { + "Dice": 0.4615034082049247, + "FN": 4672.652173913043, + "FP": 14611.95652173913, + "IoU": 0.39481141852626717, + "TN": 286177.04347826086, + "TP": 22146.0, + "n_pred": 36757.95652173913, + "n_ref": 26818.652173913044 + }, + "7": { + "Dice": 0.23231517704962756, + "FN": 14443.95652173913, + "FP": 2448.4347826086955, + "IoU": 0.16846783784354832, + "TN": 306031.0869565217, + "TP": 4684.173913043478, + "n_pred": 7132.608695652174, + "n_ref": 19128.130434782608 + }, + "8": { + "Dice": 0.4076711874162261, + "FN": 380.7391304347826, + "FP": 340.1304347826087, + "IoU": 0.33518720263601554, + "TN": 325978.4347826087, + "TP": 908.3478260869565, + "n_pred": 1248.4782608695652, + "n_ref": 1289.0869565217392 + }, + "9": { + "Dice": 0.21013341900006366, + "FN": 1688.695652173913, + "FP": 54.608695652173914, + "IoU": 0.15095851667145502, + "TN": 325190.3043478261, + "TP": 674.0434782608696, + "n_pred": 728.6521739130435, + "n_ref": 2362.7391304347825 + } + }, + "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": 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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.4420395421436004, + "FN": 2619, + "FP": 62, + "IoU": 0.28372962864012824, + "TN": 346721, + "TP": 1062, + "n_pred": 1124, + "n_ref": 3681 + }, + "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": 0.3477151965993624, + "FN": 4798, + "FP": 4409, + "IoU": 0.2104450733213275, + "TN": 338803, + "TP": 2454, + "n_pred": 6863, + "n_ref": 7252 + }, + "9": { + "Dice": 0.08111015490533563, + "FN": 8523, + "FP": 19, + "IoU": 0.04226931270321785, + "TN": 341545, + "TP": 377, + "n_pred": 396, + "n_ref": 8900 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 175108, + "TP": 0, + "n_pred": 124, + "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": 1581, + "IoU": 0.0, + "TN": 173651, + "TP": 0, + "n_pred": 1581, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 174983, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 174, + "IoU": 0.0, + "TN": 175058, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0033.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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 757, + "IoU": 0.0, + "TN": 349707, + "TP": 0, + "n_pred": 757, + "n_ref": 0 + }, + "10": { + "Dice": 0.3376560999039385, + "FN": 16548, + "FP": 0, + "IoU": 0.20312048540884137, + "TN": 329698, + "TP": 4218, + "n_pred": 4218, + "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": 0.006807559439138387, + "FN": 19550, + "FP": 0, + "IoU": 0.0034154050058622623, + "TN": 330847, + "TP": 67, + "n_pred": 67, + "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": 0.39360978925900747, + "FN": 88, + "FP": 1696, + "IoU": 0.24502750740584003, + "TN": 348101, + "TP": 579, + "n_pred": 2275, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 350062, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4878, + "FP": 10, + "IoU": 0.0, + "TN": 345576, + "TP": 0, + "n_pred": 10, + "n_ref": 4878 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.857894899277372, + "FN": 19708, + "FP": 12523, + "IoU": 0.7511523227893546, + "TN": 220943, + "TP": 97290, + "n_pred": 109813, + "n_ref": 116998 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6922, + "IoU": 0.0, + "TN": 343542, + "TP": 0, + "n_pred": 6922, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 902, + "IoU": 0.0, + "TN": 349562, + "TP": 0, + "n_pred": 902, + "n_ref": 0 + }, + "9": { + "Dice": 0.15965061264102876, + "FN": 13134, + "FP": 720, + "IoU": 0.08675016479894529, + "TN": 335294, + "TP": 1316, + "n_pred": 2036, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 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": 58746, + "IoU": 0.0, + "TN": 466950, + "TP": 0, + "n_pred": 58746, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 525005, + "TP": 0, + "n_pred": 691, + "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": 30392, + "IoU": 0.0, + "TN": 495304, + "TP": 0, + "n_pred": 30392, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 349981, + "TP": 0, + "n_pred": 483, + "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": 448, + "FP": 3840, + "IoU": 0.0, + "TN": 346176, + "TP": 0, + "n_pred": 3840, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2220, + "IoU": 0.0, + "TN": 348244, + "TP": 0, + "n_pred": 2220, + "n_ref": 0 + }, + "2": { + "Dice": 0.09305027460920998, + "FN": 103025, + "FP": 19, + "IoU": 0.048795347549155356, + "TN": 242134, + "TP": 5286, + "n_pred": 5305, + "n_ref": 108311 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4105, + "IoU": 0.0, + "TN": 346359, + "TP": 0, + "n_pred": 4105, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8550948928891423, + "FN": 3094, + "FP": 4022, + "IoU": 0.7468696642003415, + "TN": 322352, + "TP": 20996, + "n_pred": 25018, + "n_ref": 24090 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20219, + "IoU": 0.0, + "TN": 330245, + "TP": 0, + "n_pred": 20219, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0058.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": 577, + "FP": 0, + "IoU": 0.0, + "TN": 349887, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 14989, + "FP": 0, + "IoU": 0.0, + "TN": 335475, + "TP": 0, + "n_pred": 0, + "n_ref": 14989 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "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": 647, + "IoU": 0.0, + "TN": 349817, + "TP": 0, + "n_pred": 647, + "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": 0.86791206150889, + "FN": 3956, + "FP": 442, + "IoU": 0.7666472117578395, + "TN": 331617, + "TP": 14449, + "n_pred": 14891, + "n_ref": 18405 + }, + "9": { + "Dice": 0.0, + "FN": 2381, + "FP": 0, + "IoU": 0.0, + "TN": 348083, + "TP": 0, + "n_pred": 0, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "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": 1082, + "FP": 0, + "IoU": 0.0, + "TN": 174150, + "TP": 0, + "n_pred": 0, + "n_ref": 1082 + }, + "6": { + "Dice": 0.016572847103248137, + "FN": 28127, + "FP": 0, + "IoU": 0.008355662106896065, + "TN": 146868, + "TP": 237, + "n_pred": 237, + "n_ref": 28364 + }, + "7": { + "Dice": 0.19217411437832832, + "FN": 3385, + "FP": 104, + "IoU": 0.10630122950819672, + "TN": 171328, + "TP": 415, + "n_pred": 519, + "n_ref": 3800 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 5881, + "IoU": 0.0, + "TN": 169351, + "TP": 0, + "n_pred": 5881, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1752, + "IoU": 0.0, + "TN": 348712, + "TP": 0, + "n_pred": 1752, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 11919, + "FP": 0, + "IoU": 0.0, + "TN": 338545, + "TP": 0, + "n_pred": 0, + "n_ref": 11919 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2, + "FP": 333, + "IoU": 0.0, + "TN": 350129, + "TP": 0, + "n_pred": 333, + "n_ref": 2 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2038, + "IoU": 0.0, + "TN": 348426, + "TP": 0, + "n_pred": 2038, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21138862917946663, + "FN": 104713, + "FP": 1565, + "IoU": 0.1181858913725295, + "TN": 229942, + "TP": 14244, + "n_pred": 15809, + "n_ref": 118957 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 82910, + "IoU": 0.0, + "TN": 267554, + "TP": 0, + "n_pred": 82910, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9492980935875217, + "FN": 11222, + "FP": 480, + "IoU": 0.903489455757066, + "TN": 229213, + "TP": 109549, + "n_pred": 110029, + "n_ref": 120771 + }, + "7": { + "Dice": 0.6574265726936883, + "FN": 11688, + "FP": 1387, + "IoU": 0.48967643729752935, + "TN": 324843, + "TP": 12546, + "n_pred": 13933, + "n_ref": 24234 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.4434679234067847, + "FN": 23065, + "FP": 3151, + "IoU": 0.2849076675486211, + "TN": 489035, + "TP": 10445, + "n_pred": 13596, + "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": 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": 1648, + "IoU": 0.0, + "TN": 524048, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "6": { + "Dice": 0.7460454481825393, + "FN": 17161, + "FP": 4609, + "IoU": 0.594954136975087, + "TN": 471949, + "TP": 31977, + "n_pred": 36586, + "n_ref": 49138 + }, + "7": { + "Dice": 0.4719147296776679, + "FN": 11824, + "FP": 8737, + "IoU": 0.3088274842006185, + "TN": 495948, + "TP": 9187, + "n_pred": 17924, + "n_ref": 21011 + }, + "8": { + "Dice": 0.8227286789728782, + "FN": 3, + "FP": 1716, + "IoU": 0.698843728100911, + "TN": 519988, + "TP": 3989, + "n_pred": 5705, + "n_ref": 3992 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 525406, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8603980265908521, + "FN": 1704, + "FP": 4974, + "IoU": 0.7549987159261841, + "TN": 323207, + "TP": 20579, + "n_pred": 25553, + "n_ref": 22283 + }, + "10": { + "Dice": 0.3974723172357818, + "FN": 6980, + "FP": 3413, + "IoU": 0.24802836263656755, + "TN": 336643, + "TP": 3428, + "n_pred": 6841, + "n_ref": 10408 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1934, + "IoU": 0.0, + "TN": 348530, + "TP": 0, + "n_pred": 1934, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 350321, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6809, + "IoU": 0.0, + "TN": 343655, + "TP": 0, + "n_pred": 6809, + "n_ref": 0 + }, + "3": { + "Dice": 0.8351227759156096, + "FN": 20383, + "FP": 7704, + "IoU": 0.7169191384714622, + "TN": 251245, + "TP": 71132, + "n_pred": 78836, + "n_ref": 91515 + }, + "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": 0.5151185486193326, + "FN": 24936, + "FP": 5372, + "IoU": 0.3469088715064538, + "TN": 304057, + "TP": 16099, + "n_pred": 21471, + "n_ref": 41035 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11300, + "IoU": 0.0, + "TN": 339164, + "TP": 0, + "n_pred": 11300, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 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": 1300, + "IoU": 0.0, + "TN": 699628, + "TP": 0, + "n_pred": 1300, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3033, + "FP": 0, + "IoU": 0.0, + "TN": 172199, + "TP": 0, + "n_pred": 0, + "n_ref": 3033 + }, + "10": { + "Dice": 0.03937653814602133, + "FN": 1171, + "FP": 0, + "IoU": 0.0200836820083682, + "TN": 174037, + "TP": 24, + "n_pred": 24, + "n_ref": 1195 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1698, + "IoU": 0.0, + "TN": 173534, + "TP": 0, + "n_pred": 1698, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0020049056201343713, + "FN": 0, + "FP": 140373, + "IoU": 0.0010034587300909517, + "TN": 34718, + "TP": 141, + "n_pred": 140514, + "n_ref": 141 + }, + "7": { + "Dice": 0.11738011183994564, + "FN": 153259, + "FP": 0, + "IoU": 0.06234934230651575, + "TN": 11782, + "TP": 10191, + "n_pred": 10191, + "n_ref": 163450 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "10": { + "Dice": 0.6299185888738128, + "FN": 2667, + "FP": 1697, + "IoU": 0.4597672691260213, + "TN": 342386, + "TP": 3714, + "n_pred": 5411, + "n_ref": 6381 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6632860040567952, + "FN": 10445, + "FP": 511, + "IoU": 0.496206373292868, + "TN": 328717, + "TP": 10791, + "n_pred": 11302, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9308, + "IoU": 0.0, + "TN": 341156, + "TP": 0, + "n_pred": 9308, + "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": 12, + "FP": 4243, + "IoU": 0.0, + "TN": 346209, + "TP": 0, + "n_pred": 4243, + "n_ref": 12 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": 0.340290859769422, + "FN": 4495, + "FP": 13015, + "IoU": 0.2050304185962045, + "TN": 328438, + "TP": 4516, + "n_pred": 17531, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.641754177399115, + "FN": 1087, + "FP": 107397, + "IoU": 0.4724875031606792, + "TN": 144812, + "TP": 97168, + "n_pred": 204565, + "n_ref": 98255 + }, + "7": { + "Dice": 0.32820980744447686, + "FN": 141579, + "FP": 1253, + "IoU": 0.19632236682927928, + "TN": 172741, + "TP": 34891, + "n_pred": 36144, + "n_ref": 176470 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8571120393794983, + "FN": 11264, + "FP": 3308, + "IoU": 0.7499528115723184, + "TN": 292187, + "TP": 43705, + "n_pred": 47013, + "n_ref": 54969 + }, + "10": { + "Dice": 0.4341838213975065, + "FN": 7614, + "FP": 192, + "IoU": 0.2772891398944542, + "TN": 339663, + "TP": 2995, + "n_pred": 3187, + "n_ref": 10609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 195, + "FP": 0, + "IoU": 0.0, + "TN": 350269, + "TP": 0, + "n_pred": 0, + "n_ref": 195 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8371686328938237, + "FN": 9713, + "FP": 2019, + "IoU": 0.7199398438805471, + "TN": 308573, + "TP": 30159, + "n_pred": 32178, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8592070019240201, + "FN": 1168, + "FP": 13760, + "IoU": 0.7531664406891763, + "TN": 289986, + "TP": 45550, + "n_pred": 59310, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7898735468080766, + "FN": 6513, + "FP": 1729, + "IoU": 0.6527198415708085, + "TN": 326731, + "TP": 15491, + "n_pred": 17220, + "n_ref": 22004 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "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": 16329, + "IoU": 0.0, + "TN": 334135, + "TP": 0, + "n_pred": 16329, + "n_ref": 0 + }, + "7": { + "Dice": 0.8934655931675637, + "FN": 9292, + "FP": 288, + "IoU": 0.8074449268371121, + "TN": 300712, + "TP": 40172, + "n_pred": 40460, + "n_ref": 49464 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9261244019138756, + "FN": 3324, + "FP": 536, + "IoU": 0.8624131170914275, + "TN": 497641, + "TP": 24195, + "n_pred": 24731, + "n_ref": 27519 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1183, + "IoU": 0.0, + "TN": 524513, + "TP": 0, + "n_pred": 1183, + "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": 0.24154296677774412, + "FN": 7491, + "FP": 20, + "IoU": 0.13736074422878145, + "TN": 516989, + "TP": 1196, + "n_pred": 1216, + "n_ref": 8687 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "2": { + "Dice": 0.3515778611370641, + "FN": 45987, + "FP": 512, + "IoU": 0.21328144827002793, + "TN": 466591, + "TP": 12606, + "n_pred": 13118, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 225, + "FP": 38719, + "IoU": 0.0, + "TN": 486752, + "TP": 0, + "n_pred": 38719, + "n_ref": 225 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "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": 3685, + "IoU": 0.0, + "TN": 522011, + "TP": 0, + "n_pred": 3685, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 525342, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "9": { + "Dice": 0.7757934960617641, + "FN": 5683, + "FP": 67, + "IoU": 0.63371130080265, + "TN": 509998, + "TP": 9948, + "n_pred": 10015, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 78, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 78, + "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": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "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": 558, + "IoU": 0.0, + "TN": 174674, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.954257085780691, + "FN": 2136, + "FP": 10893, + "IoU": 0.9125159470892366, + "TN": 26302, + "TP": 135901, + "n_pred": 146794, + "n_ref": 138037 + }, + "7": { + "Dice": 0.3595263724434876, + "FN": 1184, + "FP": 6, + "IoU": 0.21916010498687663, + "TN": 173708, + "TP": 334, + "n_pred": 340, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4543796693923172, + "FN": 9119, + "FP": 156, + "IoU": 0.29397883839537187, + "TN": 162095, + "TP": 3862, + "n_pred": 4018, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.1960703445853441, + "FN": 2634.7246376811595, + "FP": 1489.0260869565218, + "IoU": 0.1497141057395894, + "TN": 282925.73623188405, + "TP": 2464.252173913044, + "n_pred": 3953.278260869565, + "n_ref": 5098.976811594202 + }, + "mean": { + "1": { + "Dice": 0.23370905638689474, + "FN": 1794.1304347826087, + "FP": 1090.5217391304348, + "IoU": 0.18342272413495891, + "TN": 283352.0869565217, + "TP": 3277.0, + "n_pred": 4367.521739130435, + "n_ref": 5071.130434782609 + }, + "10": { + "Dice": 0.2512457261769889, + "FN": 924.6521739130435, + "FP": 1702.4347826086957, + "IoU": 0.1782939422286107, + "TN": 285094.3043478261, + "TP": 1792.3478260869565, + "n_pred": 3494.782608695652, + "n_ref": 2717.0 + }, + "11": { + "Dice": 0.0, + "FN": 212.43478260869566, + "FP": 0.0, + "IoU": 0.0, + "TN": 289301.3043478261, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 212.43478260869566 + }, + "12": { + "Dice": 0.0, + "FN": 236.1304347826087, + "FP": 0.0, + "IoU": 0.0, + "TN": 289277.60869565216, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 236.1304347826087 + }, + "13": { + "Dice": 0.2591236208094257, + "FN": 914.8260869565217, + "FP": 275.5217391304348, + "IoU": 0.20156259387553635, + "TN": 287796.652173913, + "TP": 526.7391304347826, + "n_pred": 802.2608695652174, + "n_ref": 1441.5652173913043 + }, + "14": { + "Dice": 0.09016455014769985, + "FN": 1648.391304347826, + "FP": 321.39130434782606, + "IoU": 0.06518382895866441, + "TN": 286495.8695652174, + "TP": 1048.0869565217392, + "n_pred": 1369.4782608695652, + "n_ref": 2696.478260869565 + }, + "15": { + "Dice": 0.2974969548585368, + "FN": 5264.391304347826, + "FP": 766.2608695652174, + "IoU": 0.18601811639503385, + "TN": 281446.17391304346, + "TP": 2036.9130434782608, + "n_pred": 2803.1739130434785, + "n_ref": 7301.304347826087 + }, + "2": { + "Dice": 0.13987561860844996, + "FN": 1455.9565217391305, + "FP": 1272.2608695652175, + "IoU": 0.13190700099472263, + "TN": 286417.0, + "TP": 368.5217391304348, + "n_pred": 1640.7826086956522, + "n_ref": 1824.4782608695652 + }, + "3": { + "Dice": 0.16738286209234277, + "FN": 4790.260869565217, + "FP": 774.304347826087, + "IoU": 0.1132971308578229, + "TN": 282783.60869565216, + "TP": 1165.5652173913043, + "n_pred": 1939.8695652173913, + "n_ref": 5955.826086956522 + }, + "4": { + "Dice": 0.09598432908912831, + "FN": 35.869565217391305, + "FP": 0.4782608695652174, + "IoU": 0.05308775731310943, + "TN": 289473.1304347826, + "TP": 4.260869565217392, + "n_pred": 4.739130434782608, + "n_ref": 40.130434782608695 + }, + "5": { + "Dice": 0.0, + "FN": 62.82608695652174, + "FP": 0.0, + "IoU": 0.0, + "TN": 289450.9130434783, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 62.82608695652174 + }, + "6": { + "Dice": 0.4060541564665835, + "FN": 10393.91304347826, + "FP": 10657.95652173913, + "IoU": 0.37043730702383854, + "TN": 248552.34782608695, + "TP": 19909.521739130436, + "n_pred": 30567.478260869564, + "n_ref": 30303.434782608696 + }, + "7": { + "Dice": 0.12381358588746896, + "FN": 10020.0, + "FP": 5007.608695652174, + "IoU": 0.08761963330768331, + "TN": 269678.2173913043, + "TP": 4807.913043478261, + "n_pred": 9815.521739130434, + "n_ref": 14827.91304347826 + }, + "8": { + "Dice": 0.39532904096576194, + "FN": 131.69565217391303, + "FP": 398.69565217391306, + "IoU": 0.30533733082832615, + "TN": 288603.73913043475, + "TP": 379.60869565217394, + "n_pred": 778.304347826087, + "n_ref": 511.30434782608694 + }, + "9": { + "Dice": 0.48087566729087994, + "FN": 1635.391304347826, + "FP": 67.95652173913044, + "IoU": 0.3695442201755338, + "TN": 286163.0869565217, + "TP": 1647.304347826087, + "n_pred": 1715.2608695652175, + "n_ref": 3282.695652173913 + } + }, + "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": 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": 0.0, + "FN": 0, + "FP": 3008, + "IoU": 0.0, + "TN": 347456, + "TP": 0, + "n_pred": 3008, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4419, + "IoU": 0.0, + "TN": 170813, + "TP": 0, + "n_pred": 4419, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2562, + "IoU": 0.0, + "TN": 172670, + "TP": 0, + "n_pred": 2562, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 467, + "IoU": 0.0, + "TN": 174765, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0017.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": 217, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 217, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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": 0.9552723242558582, + "FN": 4313, + "FP": 207, + "IoU": 0.9143744790482685, + "TN": 297676, + "TP": 48268, + "n_pred": 48475, + "n_ref": 52581 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 587, + "IoU": 0.0, + "TN": 349856, + "TP": 0, + "n_pred": 587, + "n_ref": 21 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5769764216366158, + "FN": 604, + "FP": 6, + "IoU": 0.40545808966861596, + "TN": 699902, + "TP": 416, + "n_pred": 422, + "n_ref": 1020 + }, + "10": { + "Dice": 0.43597674130891995, + "FN": 1456, + "FP": 16780, + "IoU": 0.2787533618098402, + "TN": 675644, + "TP": 7048, + "n_pred": 23828, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 696984, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.5146312493251268, + "FN": 1945, + "FP": 2550, + "IoU": 0.34646699621983135, + "TN": 694050, + "TP": 2383, + "n_pred": 4933, + "n_ref": 4328 + }, + "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": 0.6436441374773886, + "FN": 14111, + "FP": 1058, + "IoU": 0.4745392822502425, + "TN": 672060, + "TP": 13699, + "n_pred": 14757, + "n_ref": 27810 + }, + "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": 108, + "FP": 1, + "IoU": 0.0, + "TN": 700819, + "TP": 0, + "n_pred": 1, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8910090770555887, + "FN": 1596, + "FP": 49, + "IoU": 0.8034412713585852, + "TN": 692559, + "TP": 6724, + "n_pred": 6773, + "n_ref": 8320 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 700847, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 350173, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 350356, + "TP": 0, + "n_pred": 108, + "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": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "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": 54, + "IoU": 0.0, + "TN": 350410, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "7": { + "Dice": 0.0007319426423129387, + "FN": 58154, + "FP": 1916, + "IoU": 0.00036610530519869534, + "TN": 290372, + "TP": 22, + "n_pred": 1938, + "n_ref": 58176 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6988304093567251, + "FN": 390, + "FP": 22, + "IoU": 0.5370786516853933, + "TN": 700038, + "TP": 478, + "n_pred": 500, + "n_ref": 868 + }, + "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": 0.702199743876542, + "FN": 18269, + "FP": 102, + "IoU": 0.541069198101424, + "TN": 660898, + "TP": 21659, + "n_pred": 21761, + "n_ref": 39928 + }, + "15": { + "Dice": 0.40462077836910737, + "FN": 13487, + "FP": 10118, + "IoU": 0.253620438879403, + "TN": 669302, + "TP": 8021, + "n_pred": 18139, + "n_ref": 21508 + }, + "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": 0.8452443510246979, + "FN": 843, + "FP": 335, + "IoU": 0.7319681456200228, + "TN": 696533, + "TP": 3217, + "n_pred": 3552, + "n_ref": 4060 + }, + "7": { + "Dice": 0.2136103491011377, + "FN": 56260, + "FP": 213, + "IoU": 0.11957657109895078, + "TN": 636785, + "TP": 7670, + "n_pred": 7883, + "n_ref": 63930 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 350115, + "TP": 0, + "n_pred": 349, + "n_ref": 0 + }, + "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": 0.0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726468582911688, + "FN": 1794, + "FP": 4304, + "IoU": 0.9467502641529205, + "TN": 235947, + "TP": 108419, + "n_pred": 112723, + "n_ref": 110213 + }, + "7": { + "Dice": 0.6565094842690637, + "FN": 7067, + "FP": 1951, + "IoU": 0.48865955999092764, + "TN": 332828, + "TP": 8618, + "n_pred": 10569, + "n_ref": 15685 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6905873800165112, + "FN": 25110, + "FP": 1, + "IoU": 0.5274024165317875, + "TN": 122098, + "TP": 28023, + "n_pred": 28024, + "n_ref": 53133 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 77863, + "IoU": 0.0, + "TN": 97369, + "TP": 0, + "n_pred": 77863, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3962, + "IoU": 0.0, + "TN": 171270, + "TP": 0, + "n_pred": 3962, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 353, + "IoU": 0.0, + "TN": 174879, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6053, + "FP": 0, + "IoU": 0.0, + "TN": 169179, + "TP": 0, + "n_pred": 0, + "n_ref": 6053 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4097, + "IoU": 0.0, + "TN": 171135, + "TP": 0, + "n_pred": 4097, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9822564567285909, + "FN": 5828, + "FP": 46, + "IoU": 0.9651316023791716, + "TN": 6770, + "TP": 162588, + "n_pred": 162634, + "n_ref": 168416 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 446, + "IoU": 0.0, + "TN": 174786, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0175.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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08834342442589865, + "FN": 167134, + "FP": 0, + "IoU": 0.04621302045288532, + "TN": 0, + "TP": 8098, + "n_pred": 8098, + "n_ref": 175232 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 63809, + "IoU": 0.0, + "TN": 111423, + "TP": 0, + "n_pred": 63809, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 174837, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1082, + "FP": 0, + "IoU": 0.0, + "TN": 174150, + "TP": 0, + "n_pred": 0, + "n_ref": 1082 + }, + "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": 914, + "IoU": 0.0, + "TN": 174318, + "TP": 0, + "n_pred": 914, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 174826, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "4": { + "Dice": 0.19196865817825662, + "FN": 825, + "FP": 0, + "IoU": 0.10617551462621885, + "TN": 174309, + "TP": 98, + "n_pred": 98, + "n_ref": 923 + }, + "5": { + "Dice": 0.0, + "FN": 1445, + "FP": 0, + "IoU": 0.0, + "TN": 173787, + "TP": 0, + "n_pred": 0, + "n_ref": 1445 + }, + "6": { + "Dice": 0.5675834618892175, + "FN": 48897, + "FP": 1838, + "IoU": 0.3962419078446306, + "TN": 91200, + "TP": 33297, + "n_pred": 35135, + "n_ref": 82194 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34956, + "IoU": 0.0, + "TN": 140276, + "TP": 0, + "n_pred": 34956, + "n_ref": 0 + }, + "8": { + "Dice": 0.31571109456440805, + "FN": 457, + "FP": 3219, + "IoU": 0.1874447391688771, + "TN": 170708, + "TP": 848, + "n_pred": 4067, + "n_ref": 1305 + }, + "9": { + "Dice": 0.40829608004135876, + "FN": 19314, + "FP": 143, + "IoU": 0.2565150936186473, + "TN": 149062, + "TP": 6713, + "n_pred": 6856, + "n_ref": 26027 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9196333311559649, + "FN": 7250, + "FP": 132, + "IoU": 0.8512233463662381, + "TN": 125614, + "TP": 42236, + "n_pred": 42368, + "n_ref": 49486 + }, + "7": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0242.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": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 313, + "IoU": 0.0, + "TN": 174919, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8358177058289256, + "FN": 15551, + "FP": 2887, + "IoU": 0.7179440110142267, + "TN": 109862, + "TP": 46932, + "n_pred": 49819, + "n_ref": 62483 + }, + "10": { + "Dice": 0.5359922731662974, + "FN": 3945, + "FP": 4222, + "IoU": 0.3661130083824899, + "TN": 162348, + "TP": 4717, + "n_pred": 8939, + "n_ref": 8662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1487, + "FP": 0, + "IoU": 0.0, + "TN": 173745, + "TP": 0, + "n_pred": 0, + "n_ref": 1487 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3108, + "IoU": 0.0, + "TN": 172124, + "TP": 0, + "n_pred": 3108, + "n_ref": 0 + }, + "3": { + "Dice": 0.4006826530907408, + "FN": 13189, + "FP": 7530, + "IoU": 0.2505335503707723, + "TN": 147587, + "TP": 6926, + "n_pred": 14456, + "n_ref": 20115 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 36135, + "IoU": 0.0, + "TN": 139097, + "TP": 0, + "n_pred": 36135, + "n_ref": 0 + }, + "7": { + "Dice": 0.28609363510090696, + "FN": 34259, + "FP": 691, + "IoU": 0.16692489214120562, + "TN": 133279, + "TP": 7003, + "n_pred": 7694, + "n_ref": 41262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": 0.40212365131015587, + "FN": 123, + "FP": 3368, + "IoU": 0.25166130760986066, + "TN": 170567, + "TP": 1174, + "n_pred": 4542, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 171629, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8964026555504091, + "FN": 579, + "FP": 92, + "IoU": 0.8122551762730834, + "TN": 171658, + "TP": 2903, + "n_pred": 2995, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9529174064776832, + "FN": 152, + "FP": 617, + "IoU": 0.9100689977780376, + "TN": 166681, + "TP": 7782, + "n_pred": 8399, + "n_ref": 7934 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9108866810385228, + "FN": 2325, + "FP": 5281, + "IoU": 0.8363562038770197, + "TN": 128753, + "TP": 38873, + "n_pred": 44154, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7260483459877123, + "FN": 10032, + "FP": 179, + "IoU": 0.569918288265521, + "TN": 151490, + "TP": 13531, + "n_pred": 13710, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16935, + "IoU": 0.0, + "TN": 158297, + "TP": 0, + "n_pred": 16935, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.19944575760045644, + "FN": 19638, + "FP": 6, + "IoU": 0.11076909148522023, + "TN": 153141, + "TP": 2447, + "n_pred": 2453, + "n_ref": 22085 + }, + "15": { + "Dice": 0.43627720441929063, + "FN": 67874, + "FP": 4937, + "IoU": 0.27899906917790585, + "TN": 74246, + "TP": 28175, + "n_pred": 33112, + "n_ref": 96049 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 43270, + "IoU": 0.0, + "TN": 131962, + "TP": 0, + "n_pred": 43270, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2217, + "IoU": 0.0, + "TN": 173015, + "TP": 0, + "n_pred": 2217, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4846, + "IoU": 0.0, + "TN": 345618, + "TP": 0, + "n_pred": 4846, + "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": 708, + "IoU": 0.0, + "TN": 349756, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 350363, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.026211923781466584, + "FN": 27186, + "FP": 24379, + "IoU": 0.013280009185020761, + "TN": 298205, + "TP": 694, + "n_pred": 25073, + "n_ref": 27880 + }, + "3": { + "Dice": 0.1273532440782698, + "FN": 82876, + "FP": 1858, + "IoU": 0.06800708338374561, + "TN": 259547, + "TP": 6183, + "n_pred": 8041, + "n_ref": 89059 + }, + "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": 0.9599623174752708, + "FN": 479, + "FP": 541, + "IoU": 0.9230072463768116, + "TN": 337216, + "TP": 12228, + "n_pred": 12769, + "n_ref": 12707 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2600, + "IoU": 0.0, + "TN": 347864, + "TP": 0, + "n_pred": 2600, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "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": 62852, + "IoU": 0.0, + "TN": 462844, + "TP": 0, + "n_pred": 62852, + "n_ref": 0 + }, + "7": { + "Dice": 0.7002583771986134, + "FN": 74693, + "FP": 17, + "IoU": 0.538767371078967, + "TN": 363717, + "TP": 87269, + "n_pred": 87286, + "n_ref": 161962 + }, + "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_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/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": 0.6907799128047796, + "FN": 15353, + "FP": 9542, + "IoU": 0.5276270350271337, + "TN": 472994, + "TP": 27807, + "n_pred": 37349, + "n_ref": 43160 + }, + "11": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 525495, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40283144079044386, + "FN": 18517, + "FP": 1730, + "IoU": 0.2522159846358399, + "TN": 498620, + "TP": 6829, + "n_pred": 8559, + "n_ref": 25346 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 650, + "IoU": 0.0, + "TN": 525046, + "TP": 0, + "n_pred": 650, + "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": 96, + "FP": 1145, + "IoU": 0.0, + "TN": 524455, + "TP": 0, + "n_pred": 1145, + "n_ref": 96 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3191, + "IoU": 0.0, + "TN": 522505, + "TP": 0, + "n_pred": 3191, + "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": 0.10714561011331226, + "FN": 89, + "FP": 11494, + "IoU": 0.05660531031112559, + "TN": 513418, + "TP": 695, + "n_pred": 12189, + "n_ref": 784 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1770, + "IoU": 0.0, + "TN": 523926, + "TP": 0, + "n_pred": 1770, + "n_ref": 0 + }, + "8": { + "Dice": 0.37459599224305107, + "FN": 976, + "FP": 2894, + "IoU": 0.23046331278584212, + "TN": 520667, + "TP": 1159, + "n_pred": 4053, + "n_ref": 2135 + }, + "9": { + "Dice": 0.7891582431344485, + "FN": 8268, + "FP": 1160, + "IoU": 0.6517434988179669, + "TN": 498624, + "TP": 17644, + "n_pred": 18804, + "n_ref": 25912 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6, + "FP": 5764, + "IoU": 0.0, + "TN": 169462, + "TP": 0, + "n_pred": 5764, + "n_ref": 6 + }, + "15": { + "Dice": 0.349089836645749, + "FN": 39720, + "FP": 7, + "IoU": 0.21145295752282653, + "TN": 124852, + "TP": 10653, + "n_pred": 10660, + "n_ref": 50373 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850362/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset396_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-softrank_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2905.8742028985507, + "FP": 2025.700869565217, + "IoU": NaN, + "TN": 297429.27594202897, + "TP": 2390.453333333334, + "n_pred": 4416.154202898551, + "n_ref": 5296.327536231884 + }, + "mean": { + "1": { + "Dice": 0.2679268811971534, + "FN": 5691.773913043478, + "FP": 1243.113043478261, + "IoU": 0.21841724569685628, + "TN": 293106.0086956522, + "TP": 4710.408695652173, + "n_pred": 5953.521739130435, + "n_ref": 10402.182608695652 + }, + "10": { + "Dice": 0.1651410286111253, + "FN": 1906.3565217391304, + "FP": 726.0521739130434, + "IoU": 0.11684970471118691, + "TN": 301263.0782608696, + "TP": 855.817391304348, + "n_pred": 1581.8695652173915, + "n_ref": 2762.1739130434785 + }, + "11": { + "Dice": NaN, + "FN": 88.54782608695652, + "FP": 0.0, + "IoU": NaN, + "TN": 304662.7565217392, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 88.54782608695652 + }, + "12": { + "Dice": NaN, + "FN": 82.6, + "FP": 0.0, + "IoU": NaN, + "TN": 304668.7043478261, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 82.6 + }, + "13": { + "Dice": 0.18425625886893182, + "FN": 1426.0, + "FP": 221.32173913043476, + "IoU": 0.1425131238653369, + "TN": 302747.3739130435, + "TP": 356.6086956521739, + "n_pred": 577.9304347826088, + "n_ref": 1782.608695652174 + }, + "14": { + "Dice": 0.07134824616652025, + "FN": 5103.0, + "FP": 877.808695652174, + "IoU": 0.04981804756866759, + "TN": 298101.4260869565, + "TP": 669.0695652173914, + "n_pred": 1546.878260869565, + "n_ref": 5772.069565217391 + }, + "15": { + "Dice": 0.2424676640342212, + "FN": 2084.295652173913, + "FP": 833.1652173913042, + "IoU": 0.1783282026798012, + "TN": 300142.1217391304, + "TP": 1691.7217391304348, + "n_pred": 2524.8869565217387, + "n_ref": 3776.017391304348 + }, + "2": { + "Dice": 0.14317175097279872, + "FN": 3379.017391304348, + "FP": 1999.2521739130436, + "IoU": 0.11418702013144984, + "TN": 298068.82608695654, + "TP": 1304.208695652174, + "n_pred": 3303.4608695652178, + "n_ref": 4683.226086956522 + }, + "3": { + "Dice": 0.09059458478866496, + "FN": 3680.0608695652177, + "FP": 2792.6260869565217, + "IoU": 0.06546720026438281, + "TN": 297169.01739130437, + "TP": 1109.6, + "n_pred": 3902.2260869565216, + "n_ref": 4789.660869565218 + }, + "4": { + "Dice": 0.028919461811237716, + "FN": 491.7739130434783, + "FP": 122.9304347826087, + "IoU": 0.016475563422513443, + "TN": 304096.4782608695, + "TP": 40.12173913043479, + "n_pred": 163.05217391304348, + "n_ref": 531.895652173913 + }, + "5": { + "Dice": 0.024682216251295817, + "FN": 323.8782608695652, + "FP": 22.930434782608696, + "IoU": 0.015510770837691168, + "TN": 304394.90434782614, + "TP": 9.591304347826085, + "n_pred": 32.52173913043478, + "n_ref": 333.46956521739133 + }, + "6": { + "Dice": 0.4763022097398041, + "FN": 6930.313043478261, + "FP": 13817.547826086957, + "IoU": 0.40993027534781135, + "TN": 264299.1565217391, + "TP": 19704.28695652174, + "n_pred": 33521.8347826087, + "n_ref": 26634.6 + }, + "7": { + "Dice": 0.14794262706717304, + "FN": 9528.713043478261, + "FP": 6645.339130434782, + "IoU": 0.1095168954680444, + "TN": 284565.6695652174, + "TP": 4011.582608695652, + "n_pred": 10656.921739130436, + "n_ref": 13540.295652173914 + }, + "8": { + "Dice": 0.2757633888378774, + "FN": 1344.0869565217392, + "FP": 322.2173913043478, + "IoU": 0.20927581462922182, + "TN": 302585.53913043474, + "TP": 499.4608695652174, + "n_pred": 821.6782608695652, + "n_ref": 1843.5478260869563 + }, + "9": { + "Dice": 0.26376607645753564, + "FN": 1527.695652173913, + "FP": 761.2086956521739, + "IoU": 0.19457191100913115, + "TN": 301568.0782608696, + "TP": 894.3217391304348, + "n_pred": 1655.5304347826088, + "n_ref": 2422.017391304348 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_000/summary.json b/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5cc5d86a01b57cf2ed0f7fc1feb3fa07e506959 --- /dev/null +++ b/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.17679007631510973, + "FN": 138383.0373333333, + "FP": 78057.89733333333, + "IoU": 0.10730956835811008, + "TN": 96192312.412, + "TP": 48207.493333333325, + "n_pred": 126265.3906666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.16217189202961493, + "FN": 165880.24, + "FP": 90057.58, + "IoU": 0.09299182179707297, + "TN": 96172615.12, + "TP": 28407.9, + "n_pred": 118465.48, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.17537993469144608, + "FN": 59304.74, + "FP": 76393.18, + "IoU": 0.10131177471200392, + "TN": 96306345.1, + "TP": 14917.82, + "n_pred": 91311.0, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.16765081273464272, + "FN": 3206.08, + "FP": 647.28, + "IoU": 0.10188977681077065, + "TN": 96452613.18, + "TP": 494.3, + "n_pred": 1141.58, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.005352167253192501, + "FN": 4226.14, + "FP": 37.78, + "IoU": 0.0028894553936124213, + "TN": 96452686.4, + "TP": 10.52, + "n_pred": 48.3, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.07663553065458129, + "FN": 54283.52, + "FP": 20619.6, + "IoU": 0.04208129557651359, + "TN": 96378483.1, + "TP": 3574.62, + "n_pred": 24194.22, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.17423213337156226, + "FN": 103055.2, + "FP": 254643.18, + "IoU": 0.10228838902551353, + "TN": 96063959.52, + "TP": 35302.94, + "n_pred": 289946.12, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.23129625427536993, + "FN": 45819.6, + "FP": 13931.9, + "IoU": 0.14855697452890207, + "TN": 96388981.9, + "TP": 8227.44, + "n_pred": 22159.34, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.13276754424992843, + "FN": 139204.7, + "FP": 45178.46, + "IoU": 0.07950173845570972, + "TN": 96254940.68, + "TP": 17637.0, + "n_pred": 62815.46, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.17717389757213456, + "FN": 139355.88, + "FP": 68995.9, + "IoU": 0.10365952232932399, + "TN": 96224562.36, + "TP": 24046.7, + "n_pred": 93042.6, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.17264490268250074, + "FN": 22849.36, + "FP": 5593.96, + "IoU": 0.1111668118287662, + "TN": 96424789.38, + "TP": 3728.14, + "n_pred": 9322.1, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.05457114952835892, + "FN": 16595.76, + "FP": 5698.44, + "IoU": 0.02944632546568631, + "TN": 96434110.24, + "TP": 556.4, + "n_pred": 6254.84, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.4498716240669121, + "FN": 877626.4, + "FP": 242784.82, + "IoU": 0.2977709001531223, + "TN": 94854952.4, + "TP": 481597.22, + "n_pred": 724382.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.1306784523149632, + "FN": 310788.48, + "FP": 76347.24, + "IoU": 0.07353072728900137, + "TN": 96041688.94, + "TP": 28136.18, + "n_pred": 104483.42, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.27366624562003516, + "FN": 80555.3, + "FP": 186685.96, + "IoU": 0.16284214210561276, + "TN": 96137905.7, + "TP": 51813.88, + "n_pred": 238499.84, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.2677586036814032, + "FN": 52994.16, + "FP": 83253.18, + "IoU": 0.15971586990003916, + "TN": 96296052.16, + "TP": 24661.34, + "n_pred": 107914.52, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.1655898200012282, + "FN": 67074, + "FP": 191085, + "IoU": 0.09026869879305788, + "TN": 119309545, + "TP": 25616, + "n_pred": 216701, + "n_ref": 92690 + }, + "10": { + "Dice": 0.1960370553285742, + "FN": 62236, + "FP": 45204, + "IoU": 0.10867022291540497, + "TN": 119472781, + "TP": 13099, + "n_pred": 58303, + "n_ref": 75335 + }, + "11": { + "Dice": 0.07905759162303665, + "FN": 3395, + "FP": 123, + "IoU": 0.04115562823657672, + "TN": 119589651, + "TP": 151, + "n_pred": 274, + "n_ref": 3546 + }, + "12": { + "Dice": 0.028362877997914496, + "FN": 4397, + "FP": 262, + "IoU": 0.014385445314152739, + "TN": 119588593, + "TP": 68, + "n_pred": 330, + "n_ref": 4465 + }, + "13": { + "Dice": 0.04076304808107386, + "FN": 50774, + "FP": 42554, + "IoU": 0.02080557333361312, + "TN": 119498009, + "TP": 1983, + "n_pred": 44537, + "n_ref": 52757 + }, + "14": { + "Dice": 0.09535268910714938, + "FN": 218758, + "FP": 326330, + "IoU": 0.05006317367095667, + "TN": 119019505, + "TP": 28727, + "n_pred": 355057, + "n_ref": 247485 + }, + "15": { + "Dice": 0.2414515415252987, + "FN": 24679, + "FP": 26743, + "IoU": 0.1373016139314834, + "TN": 119533714, + "TP": 8184, + "n_pred": 34927, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 28131, + "IoU": 0.0, + "TN": 119424391, + "TP": 0, + "n_pred": 28131, + "n_ref": 140798 + }, + "3": { + "Dice": 0.39379881053337545, + "FN": 99330, + "FP": 119408, + "IoU": 0.2451740249701504, + "TN": 119303534, + "TP": 71048, + "n_pred": 190456, + "n_ref": 170378 + }, + "4": { + "Dice": 0.23155654641264695, + "FN": 66279, + "FP": 9551, + "IoU": 0.13093805512578074, + "TN": 119506065, + "TP": 11425, + "n_pred": 20976, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 8881, + "IoU": 0.0, + "TN": 119520175, + "TP": 0, + "n_pred": 8881, + "n_ref": 64264 + }, + "6": { + "Dice": 0.48488302416669027, + "FN": 710578, + "FP": 290915, + "IoU": 0.3200300913399812, + "TN": 118120471, + "TP": 471356, + "n_pred": 762271, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 67624, + "IoU": 0.0, + "TN": 119525696, + "TP": 0, + "n_pred": 67624, + "n_ref": 0 + }, + "8": { + "Dice": 0.22854268047272328, + "FN": 224041, + "FP": 197653, + "IoU": 0.12901393556222465, + "TN": 119109163, + "TP": 62463, + "n_pred": 260116, + "n_ref": 286504 + }, + "9": { + "Dice": 0.25674485004628544, + "FN": 53514, + "FP": 79768, + "IoU": 0.14727898555360777, + "TN": 119437018, + "TP": 23020, + "n_pred": 102788, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3673874340211603, + "FN": 141720, + "FP": 19600, + "IoU": 0.22503038484264734, + "TN": 72617497, + "TP": 46843, + "n_pred": 66443, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3748660524858501, + "FN": 42389, + "FP": 44534, + "IoU": 0.23066778775943708, + "TN": 72712675, + "TP": 26062, + "n_pred": 70596, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 256, + "IoU": 0.0, + "TN": 72823157, + "TP": 0, + "n_pred": 256, + "n_ref": 2247 + }, + "12": { + "Dice": 0.011748445058742226, + "FN": 2857, + "FP": 3, + "IoU": 0.005908932916232186, + "TN": 72822783, + "TP": 17, + "n_pred": 20, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0008707992001548088, + "FN": 50156, + "FP": 11802, + "IoU": 0.00043558925546503184, + "TN": 72763675, + "TP": 27, + "n_pred": 11829, + "n_ref": 50183 + }, + "14": { + "Dice": 0.23390919280820713, + "FN": 53620, + "FP": 98793, + "IoU": 0.13244460129439153, + "TN": 72649979, + "TP": 23268, + "n_pred": 122061, + "n_ref": 76888 + }, + "15": { + "Dice": 0.641592786468577, + "FN": 21277, + "FP": 2413, + "IoU": 0.4723125584710652, + "TN": 72780766, + "TP": 21204, + "n_pred": 23617, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 7973, + "IoU": 0.0, + "TN": 72681844, + "TP": 0, + "n_pred": 7973, + "n_ref": 135843 + }, + "3": { + "Dice": 0.4364865334821358, + "FN": 58116, + "FP": 120125, + "IoU": 0.2791703063832541, + "TN": 72578388, + "TP": 69031, + "n_pred": 189156, + "n_ref": 127147 + }, + "4": { + "Dice": 0.002419091206276561, + "FN": 26973, + "FP": 3543, + "IoU": 0.0012110103754132164, + "TN": 72795107, + "TP": 37, + "n_pred": 3580, + "n_ref": 27010 + }, + "5": { + "Dice": 0.01972269592941351, + "FN": 8506, + "FP": 4715, + "IoU": 0.009959562677849334, + "TN": 72812306, + "TP": 133, + "n_pred": 4848, + "n_ref": 8639 + }, + "6": { + "Dice": 0.4703170667784601, + "FN": 770818, + "FP": 213433, + "IoU": 0.307460491690238, + "TN": 71404440, + "TP": 436969, + "n_pred": 650402, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.04475673446948873, + "FN": 232368, + "FP": 45646, + "IoU": 0.02289062197963638, + "TN": 72541133, + "TP": 6513, + "n_pred": 52159, + "n_ref": 238881 + }, + "8": { + "Dice": 0.32076415444439066, + "FN": 18434, + "FP": 149954, + "IoU": 0.1910179295501278, + "TN": 72617512, + "TP": 39760, + "n_pred": 189714, + "n_ref": 58194 + }, + "9": { + "Dice": 0.19335516556106025, + "FN": 57261, + "FP": 115653, + "IoU": 0.10702444768072382, + "TN": 72632022, + "TP": 20724, + "n_pred": 136377, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24297151828379612, + "FN": 215779, + "FP": 60036, + "IoU": 0.13828547505756428, + "TN": 71489411, + "TP": 44262, + "n_pred": 104298, + "n_ref": 260041 + }, + "10": { + "Dice": 0.20106810783208154, + "FN": 74818, + "FP": 75378, + "IoU": 0.11177082840516629, + "TN": 71640392, + "TP": 18900, + "n_pred": 94278, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 120, + "IoU": 0.0, + "TN": 71805999, + "TP": 0, + "n_pred": 120, + "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": 0.08595037894889633, + "FN": 59756, + "FP": 28405, + "IoU": 0.044904989924815286, + "TN": 71717182, + "TP": 4145, + "n_pred": 32550, + "n_ref": 63901 + }, + "14": { + "Dice": 0.17138136201236348, + "FN": 463050, + "FP": 108643, + "IoU": 0.09372176267489307, + "TN": 71178674, + "TP": 59121, + "n_pred": 167764, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 9617, + "IoU": 0.0, + "TN": 71619208, + "TP": 0, + "n_pred": 9617, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 21430, + "IoU": 0.0, + "TN": 71641184, + "TP": 0, + "n_pred": 21430, + "n_ref": 146874 + }, + "3": { + "Dice": 0.37043311239510684, + "FN": 126173, + "FP": 73768, + "IoU": 0.2273199800589729, + "TN": 71550725, + "TP": 58822, + "n_pred": 132590, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5108042449814602, + "FN": 5985, + "FP": 9319, + "IoU": 0.3430067828625397, + "TN": 71786194, + "TP": 7990, + "n_pred": 17309, + "n_ref": 13975 + }, + "5": { + "Dice": 0.08652159792140306, + "FN": 9677, + "FP": 4386, + "IoU": 0.04521691900332677, + "TN": 71794759, + "TP": 666, + "n_pred": 5052, + "n_ref": 10343 + }, + "6": { + "Dice": 0.574150088959784, + "FN": 649260, + "FP": 239206, + "IoU": 0.402672177845786, + "TN": 70322087, + "TP": 598935, + "n_pred": 838141, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.2943451261630861, + "FN": 183877, + "FP": 61916, + "IoU": 0.1725701551222665, + "TN": 71512432, + "TP": 51263, + "n_pred": 113179, + "n_ref": 235140 + }, + "8": { + "Dice": 0.36430575268709725, + "FN": 26564, + "FP": 164232, + "IoU": 0.22272240260401602, + "TN": 71564021, + "TP": 54671, + "n_pred": 218903, + "n_ref": 81235 + }, + "9": { + "Dice": 0.3193812513427705, + "FN": 54708, + "FP": 87851, + "IoU": 0.1900378962200367, + "TN": 71633481, + "TP": 33448, + "n_pred": 121299, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22782537275489287, + "FN": 150118, + "FP": 284231, + "IoU": 0.1285569544063801, + "TN": 134947085, + "TP": 64076, + "n_pred": 348307, + "n_ref": 214194 + }, + "10": { + "Dice": 0.1669013183156278, + "FN": 64923, + "FP": 136856, + "IoU": 0.09104873621002653, + "TN": 135223519, + "TP": 20212, + "n_pred": 157068, + "n_ref": 85135 + }, + "11": { + "Dice": 0.16025641025641027, + "FN": 3097, + "FP": 1619, + "IoU": 0.08710801393728224, + "TN": 135440344, + "TP": 450, + "n_pred": 2069, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 190, + "IoU": 0.0, + "TN": 135439812, + "TP": 0, + "n_pred": 190, + "n_ref": 5508 + }, + "13": { + "Dice": 0.10890536149471974, + "FN": 36283, + "FP": 33921, + "IoU": 0.0575885306199157, + "TN": 135371016, + "TP": 4290, + "n_pred": 38211, + "n_ref": 40573 + }, + "14": { + "Dice": 0.37898037678532054, + "FN": 65667, + "FP": 187827, + "IoU": 0.2337913565992226, + "TN": 135114668, + "TP": 77348, + "n_pred": 265175, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5117738351774729, + "FN": 28381, + "FP": 15346, + "IoU": 0.34388176157251105, + "TN": 135378865, + "TP": 22918, + "n_pred": 38264, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 16069, + "IoU": 0.0, + "TN": 135219902, + "TP": 0, + "n_pred": 16069, + "n_ref": 209539 + }, + "3": { + "Dice": 0.22468202670462942, + "FN": 189618, + "FP": 67441, + "IoU": 0.12655875177536305, + "TN": 135151204, + "TP": 37247, + "n_pred": 104688, + "n_ref": 226865 + }, + "4": { + "Dice": 0.4578263790400836, + "FN": 24574, + "FP": 4480, + "IoU": 0.29687084049272766, + "TN": 135404189, + "TP": 12267, + "n_pred": 16747, + "n_ref": 36841 + }, + "5": { + "Dice": 0.021556469838326476, + "FN": 27672, + "FP": 6098, + "IoU": 0.010895671021029816, + "TN": 135411368, + "TP": 372, + "n_pred": 6470, + "n_ref": 28044 + }, + "6": { + "Dice": 0.5843786294364076, + "FN": 869148, + "FP": 259173, + "IoU": 0.41280715422073105, + "TN": 133523959, + "TP": 793230, + "n_pred": 1052403, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2970212965569003, + "FN": 135651, + "FP": 164071, + "IoU": 0.17441280736886466, + "TN": 135082469, + "TP": 63319, + "n_pred": 227390, + "n_ref": 198970 + }, + "8": { + "Dice": 0.19177418623947398, + "FN": 228265, + "FP": 288968, + "IoU": 0.10605654713038609, + "TN": 134866913, + "TP": 61364, + "n_pred": 350332, + "n_ref": 289629 + }, + "9": { + "Dice": 0.24997706145116505, + "FN": 72152, + "FP": 83159, + "IoU": 0.14284216277670772, + "TN": 135264317, + "TP": 25882, + "n_pred": 109041, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0067620725253385834, + "FN": 255333, + "FP": 3476, + "IoU": 0.003392506449998075, + "TN": 105494315, + "TP": 881, + "n_pred": 4357, + "n_ref": 256214 + }, + "10": { + "Dice": 0.09121875518510204, + "FN": 55812, + "FP": 37299, + "IoU": 0.0477890043360877, + "TN": 105656221, + "TP": 4673, + "n_pred": 41972, + "n_ref": 60485 + }, + "11": { + "Dice": 0.14580129191018149, + "FN": 2232, + "FP": 545, + "IoU": 0.07863304578633046, + "TN": 105750991, + "TP": 237, + "n_pred": 782, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 40, + "IoU": 0.0, + "TN": 105749561, + "TP": 0, + "n_pred": 40, + "n_ref": 4404 + }, + "13": { + "Dice": 0.1211066986117037, + "FN": 75367, + "FP": 4970, + "IoU": 0.0644564002235886, + "TN": 105668133, + "TP": 5535, + "n_pred": 10505, + "n_ref": 80902 + }, + "14": { + "Dice": 0.3880198380798004, + "FN": 108571, + "FP": 170055, + "IoU": 0.24071005788159888, + "TN": 105387049, + "TP": 88330, + "n_pred": 258385, + "n_ref": 196901 + }, + "15": { + "Dice": 0.25536270203420186, + "FN": 21944, + "FP": 12978, + "IoU": 0.1463700806648741, + "TN": 105713095, + "TP": 5988, + "n_pred": 18966, + "n_ref": 27932 + }, + "2": { + "Dice": 0.1876070037301397, + "FN": 130207, + "FP": 66241, + "IoU": 0.10351342347728071, + "TN": 105534874, + "TP": 22683, + "n_pred": 88924, + "n_ref": 152890 + }, + "3": { + "Dice": 0.2001448772187003, + "FN": 148113, + "FP": 38494, + "IoU": 0.11120054869161816, + "TN": 105544051, + "TP": 23347, + "n_pred": 61841, + "n_ref": 171460 + }, + "4": { + "Dice": 0.041901408450704225, + "FN": 39902, + "FP": 3634, + "IoU": 0.021399028951627406, + "TN": 105709517, + "TP": 952, + "n_pred": 4586, + "n_ref": 40854 + }, + "5": { + "Dice": 0.14234016887816647, + "FN": 11067, + "FP": 4575, + "IoU": 0.07662337662337662, + "TN": 105737065, + "TP": 1298, + "n_pred": 5873, + "n_ref": 12365 + }, + "6": { + "Dice": 0.45903572122922265, + "FN": 1021889, + "FP": 191271, + "IoU": 0.2978886191932977, + "TN": 104026131, + "TP": 514714, + "n_pred": 705985, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.07793740262120795, + "FN": 254776, + "FP": 67164, + "IoU": 0.040548836821181, + "TN": 105418459, + "TP": 13606, + "n_pred": 80770, + "n_ref": 268382 + }, + "8": { + "Dice": 0.22547562568812052, + "FN": 53546, + "FP": 187747, + "IoU": 0.12706256896333412, + "TN": 105477590, + "TP": 35122, + "n_pred": 222869, + "n_ref": 88668 + }, + "9": { + "Dice": 0.25487581263543924, + "FN": 56459, + "FP": 50821, + "IoU": 0.1460502435762728, + "TN": 105628377, + "TP": 18348, + "n_pred": 69169, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05240774517518524, + "FN": 241731, + "FP": 174931, + "IoU": 0.026908992395792464, + "TN": 96709696, + "TP": 11522, + "n_pred": 186453, + "n_ref": 253253 + }, + "10": { + "Dice": 0.3075413566271776, + "FN": 72297, + "FP": 109078, + "IoU": 0.18171277498060023, + "TN": 96916228, + "TP": 40277, + "n_pred": 149355, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5597466167578462, + "FN": 1617, + "FP": 1441, + "IoU": 0.3886445421831268, + "TN": 97132878, + "TP": 1944, + "n_pred": 3385, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 127, + "IoU": 0.0, + "TN": 97133235, + "TP": 0, + "n_pred": 127, + "n_ref": 4518 + }, + "13": { + "Dice": 0.23546974744042512, + "FN": 39329, + "FP": 29296, + "IoU": 0.13344613791622997, + "TN": 97058687, + "TP": 10568, + "n_pred": 39864, + "n_ref": 49897 + }, + "14": { + "Dice": 0.257048159628571, + "FN": 197419, + "FP": 190150, + "IoU": 0.14747863576872738, + "TN": 96683265, + "TP": 67046, + "n_pred": 257196, + "n_ref": 264465 + }, + "15": { + "Dice": 0.19224011410380967, + "FN": 17722, + "FP": 21355, + "IoU": 0.10634161959430101, + "TN": 97094153, + "TP": 4650, + "n_pred": 26005, + "n_ref": 22372 + }, + "2": { + "Dice": 0.23402551589062145, + "FN": 116376, + "FP": 25196, + "IoU": 0.13251919435780857, + "TN": 96974681, + "TP": 21627, + "n_pred": 46823, + "n_ref": 138003 + }, + "3": { + "Dice": 0.03213500330509243, + "FN": 154744, + "FP": 69279, + "IoU": 0.016329882059523494, + "TN": 96910138, + "TP": 3719, + "n_pred": 72998, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5669925057021831, + "FN": 10095, + "FP": 16483, + "IoU": 0.3956661133722913, + "TN": 97093901, + "TP": 17401, + "n_pred": 33884, + "n_ref": 27496 + }, + "5": { + "Dice": 0.01782238179694597, + "FN": 14427, + "FP": 8278, + "IoU": 0.008991314215878836, + "TN": 97114969, + "TP": 206, + "n_pred": 8484, + "n_ref": 14633 + }, + "6": { + "Dice": 0.5710026339789664, + "FN": 784091, + "FP": 292157, + "IoU": 0.3995827057182706, + "TN": 95345380, + "TP": 716252, + "n_pred": 1008409, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.2798653218829469, + "FN": 179524, + "FP": 205038, + "IoU": 0.1626996568601836, + "TN": 96678592, + "TP": 74726, + "n_pred": 279764, + "n_ref": 254250 + }, + "8": { + "Dice": 0.3398264936726475, + "FN": 46246, + "FP": 271615, + "IoU": 0.20469336028883756, + "TN": 96738209, + "TP": 81810, + "n_pred": 353425, + "n_ref": 128056 + }, + "9": { + "Dice": 0.3473280841896555, + "FN": 23034, + "FP": 148139, + "IoU": 0.2101615455959099, + "TN": 96921161, + "TP": 45546, + "n_pred": 193685, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25343061044409404, + "FN": 116211, + "FP": 221372, + "IoU": 0.14510194210407693, + "TN": 130371911, + "TP": 57298, + "n_pred": 278670, + "n_ref": 173509 + }, + "10": { + "Dice": 0.16263695252312532, + "FN": 58945, + "FP": 129527, + "IoU": 0.08851650344577439, + "TN": 130560017, + "TP": 18303, + "n_pred": 147830, + "n_ref": 77248 + }, + "11": { + "Dice": 0.1754582865693977, + "FN": 3580, + "FP": 828, + "IoU": 0.09616567562025835, + "TN": 130761915, + "TP": 469, + "n_pred": 1297, + "n_ref": 4049 + }, + "12": { + "Dice": 0.004696213677722336, + "FN": 3320, + "FP": 71, + "IoU": 0.0023536334215945864, + "TN": 130763393, + "TP": 8, + "n_pred": 79, + "n_ref": 3328 + }, + "13": { + "Dice": 0.03271760969602696, + "FN": 60105, + "FP": 14516, + "IoU": 0.016630865938352463, + "TN": 130690909, + "TP": 1262, + "n_pred": 15778, + "n_ref": 61367 + }, + "14": { + "Dice": 0.21228796575465533, + "FN": 105669, + "FP": 293278, + "IoU": 0.11874841232148971, + "TN": 130314087, + "TP": 53758, + "n_pred": 347036, + "n_ref": 159427 + }, + "15": { + "Dice": 0.22809299983213027, + "FN": 23355, + "FP": 13431, + "IoU": 0.12872741053030481, + "TN": 130724571, + "TP": 5435, + "n_pred": 18866, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 15110, + "IoU": 0.0, + "TN": 130585351, + "TP": 0, + "n_pred": 15110, + "n_ref": 166331 + }, + "3": { + "Dice": 0.0865304316988442, + "FN": 154705, + "FP": 84846, + "IoU": 0.045221744381160396, + "TN": 130515895, + "TP": 11346, + "n_pred": 96192, + "n_ref": 166051 + }, + "4": { + "Dice": 0.2121339971310438, + "FN": 26165, + "FP": 1846, + "IoU": 0.1186520672078535, + "TN": 130735010, + "TP": 3771, + "n_pred": 5617, + "n_ref": 29936 + }, + "5": { + "Dice": 0.1288425285911776, + "FN": 28746, + "FP": 5913, + "IoU": 0.06885712750523884, + "TN": 130729570, + "TP": 2563, + "n_pred": 8476, + "n_ref": 31309 + }, + "6": { + "Dice": 0.5729802479348082, + "FN": 696379, + "FP": 258640, + "IoU": 0.40152229645426246, + "TN": 129171045, + "TP": 640728, + "n_pred": 899368, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.09735423934829454, + "FN": 418401, + "FP": 85093, + "IoU": 0.051167821862409216, + "TN": 130236146, + "TP": 27152, + "n_pred": 112245, + "n_ref": 445553 + }, + "8": { + "Dice": 0.3044923963243696, + "FN": 147344, + "FP": 231250, + "IoU": 0.17958775039656055, + "TN": 130305324, + "TP": 82874, + "n_pred": 314124, + "n_ref": 230218 + }, + "9": { + "Dice": 0.12660798692771544, + "FN": 82891, + "FP": 181152, + "IoU": 0.06758221773353439, + "TN": 130483611, + "TP": 19138, + "n_pred": 200290, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20859302059295012, + "FN": 171241, + "FP": 53388, + "IoU": 0.11644088863715032, + "TN": 71981776, + "TP": 29603, + "n_pred": 82991, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0021959636097458957, + "FN": 62495, + "FP": 90177, + "IoU": 0.0010991886940591468, + "TN": 72083168, + "TP": 168, + "n_pred": 90345, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 434, + "IoU": 0.0, + "TN": 72232887, + "TP": 0, + "n_pred": 434, + "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": 0.04418100026462027, + "FN": 68351, + "FP": 21950, + "IoU": 0.022589513789669655, + "TN": 72143620, + "TP": 2087, + "n_pred": 24037, + "n_ref": 70438 + }, + "14": { + "Dice": 0.04101596407140431, + "FN": 62977, + "FP": 445227, + "IoU": 0.020937365143949203, + "TN": 71716936, + "TP": 10868, + "n_pred": 456095, + "n_ref": 73845 + }, + "15": { + "Dice": 0.36386024824325214, + "FN": 17235, + "FP": 21511, + "IoU": 0.22238946755774983, + "TN": 72186181, + "TP": 11081, + "n_pred": 32592, + "n_ref": 28316 + }, + "2": { + "Dice": 0.1948435119655977, + "FN": 107087, + "FP": 59925, + "IoU": 0.10793718619805576, + "TN": 72048788, + "TP": 20208, + "n_pred": 80133, + "n_ref": 127295 + }, + "3": { + "Dice": 0.3831014175629293, + "FN": 119749, + "FP": 36438, + "IoU": 0.23693595982099236, + "TN": 72031324, + "TP": 48497, + "n_pred": 84935, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4539, + "IoU": 0.0, + "TN": 72231469, + "TP": 0, + "n_pred": 4539, + "n_ref": 0 + }, + "5": { + "Dice": 0.14227592158796695, + "FN": 7073, + "FP": 6841, + "IoU": 0.07658614281921954, + "TN": 72220940, + "TP": 1154, + "n_pred": 7995, + "n_ref": 8227 + }, + "6": { + "Dice": 0.3087030135490538, + "FN": 1137477, + "FP": 538997, + "IoU": 0.18252442712432357, + "TN": 70185214, + "TP": 374320, + "n_pred": 913317, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.1522907275829577, + "FN": 303381, + "FP": 96063, + "IoU": 0.08242136891143148, + "TN": 71800684, + "TP": 35880, + "n_pred": 131943, + "n_ref": 339261 + }, + "8": { + "Dice": 0.2839439387337967, + "FN": 19027, + "FP": 225852, + "IoU": 0.165463090130218, + "TN": 71942577, + "TP": 48552, + "n_pred": 274404, + "n_ref": 67579 + }, + "9": { + "Dice": 0.1366360242211276, + "FN": 40910, + "FP": 69162, + "IoU": 0.07332760856021957, + "TN": 72117226, + "TP": 8710, + "n_pred": 77872, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 2.5991409839048196e-05, + "FN": 88990, + "FP": 64903, + "IoU": 1.2995873810065304e-05, + "TN": 52399225, + "TP": 2, + "n_pred": 64905, + "n_ref": 88992 + }, + "10": { + "Dice": 6.72777731057102e-05, + "FN": 47182, + "FP": 12269, + "IoU": 3.364001816560981e-05, + "TN": 52493667, + "TP": 2, + "n_pred": 12271, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 423, + "IoU": 0.0, + "TN": 52550655, + "TP": 0, + "n_pred": 423, + "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": 5723, + "IoU": 0.0, + "TN": 52525782, + "TP": 0, + "n_pred": 5723, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 132135, + "IoU": 0.0, + "TN": 52365148, + "TP": 0, + "n_pred": 132135, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0683371298405467, + "FN": 24354, + "FP": 595, + "IoU": 0.03537735849056604, + "TN": 52527256, + "TP": 915, + "n_pred": 1510, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 4939, + "IoU": 0.0, + "TN": 52413105, + "TP": 0, + "n_pred": 4939, + "n_ref": 135076 + }, + "3": { + "Dice": 0.37777363537956904, + "FN": 85335, + "FP": 104930, + "IoU": 0.23287356414526073, + "TN": 52305097, + "TP": 57758, + "n_pred": 162688, + "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": 0.07402511566424323, + "FN": 6002, + "FP": 1003, + "IoU": 0.038435140700068635, + "TN": 52545835, + "TP": 280, + "n_pred": 1283, + "n_ref": 6282 + }, + "6": { + "Dice": 0.19202658170431133, + "FN": 684980, + "FP": 54247, + "IoU": 0.10621095407770312, + "TN": 51726049, + "TP": 87844, + "n_pred": 142091, + "n_ref": 772824 + }, + "7": { + "Dice": 0.002108449757479919, + "FN": 192846, + "FP": 13505, + "IoU": 0.0010553374417264934, + "TN": 52346551, + "TP": 218, + "n_pred": 13723, + "n_ref": 193064 + }, + "8": { + "Dice": 0.3874057067891112, + "FN": 27049, + "FP": 75680, + "IoU": 0.2402375528799219, + "TN": 52417908, + "TP": 32483, + "n_pred": 108163, + "n_ref": 59532 + }, + "9": { + "Dice": 0.22240170288569683, + "FN": 63358, + "FP": 39659, + "IoU": 0.12511358907506645, + "TN": 52435371, + "TP": 14732, + "n_pred": 54391, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2227270865922474, + "FN": 224734, + "FP": 249795, + "IoU": 0.12531957523911694, + "TN": 143594733, + "TP": 67988, + "n_pred": 317783, + "n_ref": 292722 + }, + "10": { + "Dice": 0.11115514038119242, + "FN": 81168, + "FP": 192486, + "IoU": 0.058848210754389285, + "TN": 143846485, + "TP": 17111, + "n_pred": 209597, + "n_ref": 98279 + }, + "11": { + "Dice": 0.19223323083931215, + "FN": 5775, + "FP": 1318, + "IoU": 0.10633740708076099, + "TN": 144129313, + "TP": 844, + "n_pred": 2162, + "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": 0.040717982133791984, + "FN": 101614, + "FP": 24993, + "IoU": 0.02078209352328801, + "TN": 144007956, + "TP": 2687, + "n_pred": 27680, + "n_ref": 104301 + }, + "14": { + "Dice": 0.18971491392161716, + "FN": 278250, + "FP": 847962, + "IoU": 0.10479836318631791, + "TN": 142879196, + "TP": 131842, + "n_pred": 979804, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0, + "FN": 22666, + "FP": 14002, + "IoU": 0.0, + "TN": 144100582, + "TP": 0, + "n_pred": 14002, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 13936, + "IoU": 0.0, + "TN": 143985277, + "TP": 0, + "n_pred": 13936, + "n_ref": 138037 + }, + "3": { + "Dice": 0.20525796180426156, + "FN": 142803, + "FP": 100307, + "IoU": 0.11436627517267509, + "TN": 143862746, + "TP": 31394, + "n_pred": 131701, + "n_ref": 174197 + }, + "4": { + "Dice": 0.4907930720145852, + "FN": 30980, + "FP": 10915, + "IoU": 0.3251993235080937, + "TN": 144075165, + "TP": 20190, + "n_pred": 31105, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0007704555960758128, + "FN": 32117, + "FP": 6791, + "IoU": 0.0003853762556842998, + "TN": 144098327, + "TP": 15, + "n_pred": 6806, + "n_ref": 32132 + }, + "6": { + "Dice": 0.5540892702220375, + "FN": 686707, + "FP": 394705, + "IoU": 0.3832112583514231, + "TN": 142383956, + "TP": 671882, + "n_pred": 1066587, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.2812474240967166, + "FN": 192763, + "FP": 94986, + "IoU": 0.16363461968858906, + "TN": 143793203, + "TP": 56298, + "n_pred": 151284, + "n_ref": 249061 + }, + "8": { + "Dice": 0.3488726451608955, + "FN": 115096, + "FP": 310516, + "IoU": 0.2112936013920572, + "TN": 143597617, + "TP": 114021, + "n_pred": 424537, + "n_ref": 229117 + }, + "9": { + "Dice": 0.2945127441792087, + "FN": 62407, + "FP": 91155, + "IoU": 0.1726853971931148, + "TN": 143951635, + "TP": 32053, + "n_pred": 123208, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3006124328409368, + "FN": 141219, + "FP": 197493, + "IoU": 0.1768945699323216, + "TN": 111367415, + "TP": 72793, + "n_pred": 270286, + "n_ref": 214012 + }, + "10": { + "Dice": 0.13327692698197818, + "FN": 38126, + "FP": 64312, + "IoU": 0.07139619631234476, + "TN": 111668606, + "TP": 7876, + "n_pred": 72188, + "n_ref": 46002 + }, + "11": { + "Dice": 0.025525525525525526, + "FN": 3744, + "FP": 150, + "IoU": 0.012927756653992395, + "TN": 111774975, + "TP": 51, + "n_pred": 201, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 246, + "IoU": 0.0, + "TN": 111774014, + "TP": 0, + "n_pred": 246, + "n_ref": 4660 + }, + "13": { + "Dice": 0.015372335708162118, + "FN": 52423, + "FP": 14191, + "IoU": 0.007745702624601543, + "TN": 111711786, + "TP": 520, + "n_pred": 14711, + "n_ref": 52943 + }, + "14": { + "Dice": 0.20707503491326185, + "FN": 44008, + "FP": 323347, + "IoU": 0.11549565037332389, + "TN": 111363597, + "TP": 47968, + "n_pred": 371315, + "n_ref": 91976 + }, + "15": { + "Dice": 0.47422752319174166, + "FN": 3933, + "FP": 11143, + "IoU": 0.31081142857142857, + "TN": 111757045, + "TP": 6799, + "n_pred": 17942, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 1716, + "IoU": 0.0, + "TN": 111570895, + "TP": 0, + "n_pred": 1716, + "n_ref": 206309 + }, + "3": { + "Dice": 0.2008464146900759, + "FN": 40754, + "FP": 139770, + "IoU": 0.11163383511557066, + "TN": 111575711, + "TP": 22685, + "n_pred": 162455, + "n_ref": 63439 + }, + "4": { + "Dice": 0.1790950154528885, + "FN": 16419, + "FP": 4299, + "IoU": 0.09835494821133257, + "TN": 111755942, + "TP": 2260, + "n_pred": 6559, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 400, + "IoU": 0.0, + "TN": 111752104, + "TP": 0, + "n_pred": 400, + "n_ref": 26416 + }, + "6": { + "Dice": 0.4560655657339712, + "FN": 825423, + "FP": 150985, + "IoU": 0.29539179618775735, + "TN": 110393174, + "TP": 409338, + "n_pred": 560323, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.006547122469889264, + "FN": 237360, + "FP": 75829, + "IoU": 0.0032843126334649816, + "TN": 111464699, + "TP": 1032, + "n_pred": 76861, + "n_ref": 238392 + }, + "8": { + "Dice": 0.3135036436850943, + "FN": 190711, + "FP": 188270, + "IoU": 0.18589049570798855, + "TN": 111313404, + "TP": 86535, + "n_pred": 274805, + "n_ref": 277246 + }, + "9": { + "Dice": 0.10695787151766019, + "FN": 70520, + "FP": 93447, + "IoU": 0.05650052363251355, + "TN": 111605134, + "TP": 9819, + "n_pred": 103266, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1448209752346441, + "FN": 144782, + "FP": 98767, + "IoU": 0.0780630727824023, + "TN": 198823704, + "TP": 20622, + "n_pred": 119389, + "n_ref": 165404 + }, + "10": { + "Dice": 0.013257598501314952, + "FN": 62575, + "FP": 19594, + "IoU": 0.00667303344978905, + "TN": 199005154, + "TP": 552, + "n_pred": 20146, + "n_ref": 63127 + }, + "11": { + "Dice": 0.06797160679716067, + "FN": 4277, + "FP": 56, + "IoU": 0.03518147405922957, + "TN": 199083384, + "TP": 158, + "n_pred": 214, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 18, + "IoU": 0.0, + "TN": 199084522, + "TP": 0, + "n_pred": 18, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0061269780007719024, + "FN": 35467, + "FP": 5735, + "IoU": 0.00307290280432626, + "TN": 199046546, + "TP": 127, + "n_pred": 5862, + "n_ref": 35594 + }, + "14": { + "Dice": 0.018602808711383534, + "FN": 37133, + "FP": 998454, + "IoU": 0.00938873275543762, + "TN": 198042473, + "TP": 9815, + "n_pred": 1008269, + "n_ref": 46948 + }, + "15": { + "Dice": 0.12356663223140496, + "FN": 128997, + "FP": 6745, + "IoU": 0.0658518625568608, + "TN": 198942564, + "TP": 9569, + "n_pred": 16314, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 56260, + "IoU": 0.0, + "TN": 198902037, + "TP": 0, + "n_pred": 56260, + "n_ref": 129578 + }, + "3": { + "Dice": 0.4073361201853561, + "FN": 74178, + "FP": 113959, + "IoU": 0.255757743581629, + "TN": 198835085, + "TP": 64653, + "n_pred": 178612, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 486, + "IoU": 0.0, + "TN": 199070269, + "TP": 0, + "n_pred": 486, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0630885789138285, + "FN": 19177, + "FP": 7287, + "IoU": 0.032571741911899106, + "TN": 199060520, + "TP": 891, + "n_pred": 8178, + "n_ref": 20068 + }, + "6": { + "Dice": 0.34190386263961536, + "FN": 824774, + "FP": 446494, + "IoU": 0.20620267723674401, + "TN": 197486373, + "TP": 330234, + "n_pred": 776728, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.04031345936338666, + "FN": 152683, + "FP": 13623, + "IoU": 0.02057138145689904, + "TN": 198918076, + "TP": 3493, + "n_pred": 17116, + "n_ref": 156176 + }, + "8": { + "Dice": 0.42195904594925404, + "FN": 54578, + "FP": 120158, + "IoU": 0.2673942300838948, + "TN": 198849362, + "TP": 63777, + "n_pred": 183935, + "n_ref": 118355 + }, + "9": { + "Dice": 0.38324756125662496, + "FN": 63483, + "FP": 64989, + "IoU": 0.23704777062498517, + "TN": 198919487, + "TP": 39916, + "n_pred": 104905, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20248235580433196, + "FN": 154839, + "FP": 77828, + "IoU": 0.11264554562686163, + "TN": 130812989, + "TP": 29536, + "n_pred": 107364, + "n_ref": 184375 + }, + "10": { + "Dice": 0.2290233306018955, + "FN": 53095, + "FP": 146369, + "IoU": 0.12932035444585097, + "TN": 130846102, + "TP": 29626, + "n_pred": 175995, + "n_ref": 82721 + }, + "11": { + "Dice": 0.46588298878529927, + "FN": 2347, + "FP": 1606, + "IoU": 0.30368152193059716, + "TN": 131069515, + "TP": 1724, + "n_pred": 3330, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 14, + "IoU": 0.0, + "TN": 131070543, + "TP": 0, + "n_pred": 14, + "n_ref": 4635 + }, + "13": { + "Dice": 0.20987099787990945, + "FN": 78477, + "FP": 9477, + "IoU": 0.1172379184021679, + "TN": 130975557, + "TP": 11681, + "n_pred": 21158, + "n_ref": 90158 + }, + "14": { + "Dice": 0.00294037379721985, + "FN": 55945, + "FP": 397083, + "IoU": 0.0014723515305402736, + "TN": 130621496, + "TP": 668, + "n_pred": 397751, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2223937627851326, + "FN": 21817, + "FP": 18477, + "IoU": 0.12510856348792773, + "TN": 131029136, + "TP": 5762, + "n_pred": 24239, + "n_ref": 27579 + }, + "2": { + "Dice": 0.23880116258165038, + "FN": 128377, + "FP": 74857, + "IoU": 0.1355901204952512, + "TN": 130840079, + "TP": 31879, + "n_pred": 106736, + "n_ref": 160256 + }, + "3": { + "Dice": 0.131951632247359, + "FN": 174007, + "FP": 37335, + "IoU": 0.07063608979573888, + "TN": 130847787, + "TP": 16063, + "n_pred": 53398, + "n_ref": 190070 + }, + "4": { + "Dice": 0.04592808094637089, + "FN": 70933, + "FP": 18267, + "IoU": 0.02350378228075361, + "TN": 130983845, + "TP": 2147, + "n_pred": 20414, + "n_ref": 73080 + }, + "5": { + "Dice": 0.06775291668043759, + "FN": 13674, + "FP": 14533, + "IoU": 0.035064313081554464, + "TN": 131045960, + "TP": 1025, + "n_pred": 15558, + "n_ref": 14699 + }, + "6": { + "Dice": 0.47177202122440626, + "FN": 840960, + "FP": 563108, + "IoU": 0.30870526372798573, + "TN": 129044122, + "TP": 627002, + "n_pred": 1190110, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.026560845513651524, + "FN": 763751, + "FP": 219919, + "IoU": 0.013459166173565074, + "TN": 130078102, + "TP": 13420, + "n_pred": 233339, + "n_ref": 777171 + }, + "8": { + "Dice": 0.349785690354333, + "FN": 52496, + "FP": 228907, + "IoU": 0.21196379664738135, + "TN": 130718098, + "TP": 75691, + "n_pred": 304598, + "n_ref": 128187 + }, + "9": { + "Dice": 0.17603244227426965, + "FN": 48527, + "FP": 110769, + "IoU": 0.09651073097690457, + "TN": 130898880, + "TP": 17016, + "n_pred": 127785, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2221831913585668, + "FN": 164938, + "FP": 189342, + "IoU": 0.12497530132384904, + "TN": 101212320, + "TP": 50600, + "n_pred": 239942, + "n_ref": 215538 + }, + "10": { + "Dice": 0.03234679032551373, + "FN": 42977, + "FP": 127299, + "IoU": 0.01643927403796167, + "TN": 101444078, + "TP": 2846, + "n_pred": 130145, + "n_ref": 45823 + }, + "11": { + "Dice": 0.4658780709736124, + "FN": 3167, + "FP": 942, + "IoU": 0.3036773428232503, + "TN": 101611299, + "TP": 1792, + "n_pred": 2734, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 172, + "IoU": 0.0, + "TN": 101611538, + "TP": 0, + "n_pred": 172, + "n_ref": 5490 + }, + "13": { + "Dice": 0.2402538989457938, + "FN": 48199, + "FP": 26968, + "IoU": 0.13652759270321188, + "TN": 101530148, + "TP": 11885, + "n_pred": 38853, + "n_ref": 60084 + }, + "14": { + "Dice": 0.19788106855250248, + "FN": 46744, + "FP": 75073, + "IoU": 0.1098046666617949, + "TN": 101480357, + "TP": 15026, + "n_pred": 90099, + "n_ref": 61770 + }, + "15": { + "Dice": 0.3397130519570971, + "FN": 21072, + "FP": 26330, + "IoU": 0.20461104772132357, + "TN": 101557604, + "TP": 12194, + "n_pred": 38524, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 2373, + "IoU": 0.0, + "TN": 101442484, + "TP": 0, + "n_pred": 2373, + "n_ref": 172343 + }, + "3": { + "Dice": 0.2821395037750653, + "FN": 129103, + "FP": 94143, + "IoU": 0.16423889157185803, + "TN": 101350083, + "TP": 43871, + "n_pred": 138014, + "n_ref": 172974 + }, + "4": { + "Dice": 0.05597259113831466, + "FN": 15486, + "FP": 9037, + "IoU": 0.028792079207920793, + "TN": 101591950, + "TP": 727, + "n_pred": 9764, + "n_ref": 16213 + }, + "5": { + "Dice": 0.001027718163407188, + "FN": 30354, + "FP": 2695, + "IoU": 0.0005141232686142865, + "TN": 101584134, + "TP": 17, + "n_pred": 2712, + "n_ref": 30371 + }, + "6": { + "Dice": 0.4703202237662382, + "FN": 977724, + "FP": 274573, + "IoU": 0.3074631900568221, + "TN": 99808925, + "TP": 555978, + "n_pred": 830551, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.1375950078642983, + "FN": 390259, + "FP": 80734, + "IoU": 0.07388028299178474, + "TN": 101108634, + "TP": 37573, + "n_pred": 118307, + "n_ref": 427832 + }, + "8": { + "Dice": 0.2524539826462182, + "FN": 148165, + "FP": 347994, + "IoU": 0.14446199421317452, + "TN": 101037262, + "TP": 83779, + "n_pred": 431773, + "n_ref": 231944 + }, + "9": { + "Dice": 0.3277332930452737, + "FN": 48459, + "FP": 85033, + "IoU": 0.19598147333931615, + "TN": 101451169, + "TP": 32539, + "n_pred": 117572, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 211589, + "FP": 14443, + "IoU": 0.0, + "TN": 118956180, + "TP": 0, + "n_pred": 14443, + "n_ref": 211589 + }, + "10": { + "Dice": 0.34630448948794457, + "FN": 55505, + "FP": 39794, + "IoU": 0.2094124869340147, + "TN": 119061670, + "TP": 25243, + "n_pred": 65037, + "n_ref": 80748 + }, + "11": { + "Dice": 0.2502716969414687, + "FN": 3232, + "FP": 1597, + "IoU": 0.1430346051464064, + "TN": 119176577, + "TP": 806, + "n_pred": 2403, + "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": 0.01315642769539525, + "FN": 32780, + "FP": 11475, + "IoU": 0.006621773288439955, + "TN": 119137662, + "TP": 295, + "n_pred": 11770, + "n_ref": 33075 + }, + "14": { + "Dice": 0.00011798767482596818, + "FN": 65854, + "FP": 154482, + "IoU": 5.8997317891163565e-05, + "TN": 118961863, + "TP": 13, + "n_pred": 154495, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 9851, + "IoU": 0.0, + "TN": 119151641, + "TP": 0, + "n_pred": 9851, + "n_ref": 20720 + }, + "2": { + "Dice": 0.23803165677514984, + "FN": 153018, + "FP": 106068, + "IoU": 0.13509417333769538, + "TN": 118882658, + "TP": 40468, + "n_pred": 146536, + "n_ref": 193486 + }, + "3": { + "Dice": 0.005385178332251695, + "FN": 196220, + "FP": 91904, + "IoU": 0.0026998587766178385, + "TN": 118893308, + "TP": 780, + "n_pred": 92684, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 374, + "IoU": 0.0, + "TN": 119138501, + "TP": 0, + "n_pred": 374, + "n_ref": 43337 + }, + "5": { + "Dice": 0.06008210577155276, + "FN": 17100, + "FP": 2361, + "IoU": 0.030971468406114623, + "TN": 119162129, + "TP": 622, + "n_pred": 2983, + "n_ref": 17722 + }, + "6": { + "Dice": 0.3273026719980626, + "FN": 1372647, + "FP": 132892, + "IoU": 0.19567357854814693, + "TN": 117310411, + "TP": 366262, + "n_pred": 499154, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.07114085255936402, + "FN": 283912, + "FP": 74205, + "IoU": 0.03688234708778988, + "TN": 118810381, + "TP": 13714, + "n_pred": 87919, + "n_ref": 297626 + }, + "8": { + "Dice": 0.1554908219158989, + "FN": 65430, + "FP": 116343, + "IoU": 0.08429929423143769, + "TN": 118983705, + "TP": 16734, + "n_pred": 133077, + "n_ref": 82164 + }, + "9": { + "Dice": 0.358195600078166, + "FN": 50694, + "FP": 74110, + "IoU": 0.21817190896505065, + "TN": 119022581, + "TP": 34827, + "n_pred": 108937, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33687, + "IoU": 0.0, + "TN": 61298793, + "TP": 0, + "n_pred": 33687, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 23725, + "IoU": 0.0, + "TN": 61274327, + "TP": 0, + "n_pred": 23725, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 155, + "IoU": 0.0, + "TN": 61328461, + "TP": 0, + "n_pred": 155, + "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": 0.06232718894009216, + "FN": 50532, + "FP": 14580, + "IoU": 0.03216600273500208, + "TN": 61265204, + "TP": 2164, + "n_pred": 16744, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5028027392974467, + "FN": 154865, + "FP": 73977, + "IoU": 0.3358293208882233, + "TN": 60987927, + "TP": 115711, + "n_pred": 189688, + "n_ref": 270576 + }, + "15": { + "Dice": 0.006265751890226827, + "FN": 97870, + "FP": 15686, + "IoU": 0.003142721702336851, + "TN": 61218566, + "TP": 358, + "n_pred": 16044, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3619162223282641, + "FN": 108610, + "FP": 75920, + "IoU": 0.22093877447627733, + "TN": 61095618, + "TP": 52332, + "n_pred": 128252, + "n_ref": 160942 + }, + "3": { + "Dice": 0.20152656352467763, + "FN": 102678, + "FP": 103091, + "IoU": 0.11205423412849104, + "TN": 61100744, + "TP": 25967, + "n_pred": 129058, + "n_ref": 128645 + }, + "4": { + "Dice": 0.015382444256279989, + "FN": 41862, + "FP": 0, + "IoU": 0.0077508355258479695, + "TN": 61290291, + "TP": 327, + "n_pred": 327, + "n_ref": 42189 + }, + "5": { + "Dice": 0.04669748491733918, + "FN": 8274, + "FP": 3893, + "IoU": 0.023906939430405134, + "TN": 61320015, + "TP": 298, + "n_pred": 4191, + "n_ref": 8572 + }, + "6": { + "Dice": 0.38190589339047337, + "FN": 882065, + "FP": 166769, + "IoU": 0.23602205324800288, + "TN": 59959621, + "TP": 324025, + "n_pred": 490794, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.07795932519723127, + "FN": 195121, + "FP": 20276, + "IoU": 0.040560705202157654, + "TN": 61107977, + "TP": 9106, + "n_pred": 29382, + "n_ref": 204227 + }, + "8": { + "Dice": 0.19391625276290334, + "FN": 63219, + "FP": 94692, + "IoU": 0.10736836154998446, + "TN": 61155575, + "TP": 18994, + "n_pred": 113686, + "n_ref": 82213 + }, + "9": { + "Dice": 0.3283466197328916, + "FN": 44345, + "FP": 33505, + "IoU": 0.1964202768401821, + "TN": 61235601, + "TP": 19029, + "n_pred": 52534, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3026061640959606, + "FN": 128511, + "FP": 95706, + "IoU": 0.17827693119598917, + "TN": 148834638, + "TP": 48645, + "n_pred": 144351, + "n_ref": 177156 + }, + "10": { + "Dice": 0.14665640557640314, + "FN": 62035, + "FP": 63264, + "IoU": 0.07913071597607044, + "TN": 148971434, + "TP": 10767, + "n_pred": 74031, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 1002, + "IoU": 0.0, + "TN": 149103894, + "TP": 0, + "n_pred": 1002, + "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": 0.013566964240783422, + "FN": 83693, + "FP": 14318, + "IoU": 0.006829812028170441, + "TN": 149008815, + "TP": 674, + "n_pred": 14992, + "n_ref": 84367 + }, + "14": { + "Dice": 0.061243224308346784, + "FN": 50669, + "FP": 1249082, + "IoU": 0.03158891567844977, + "TN": 147765352, + "TP": 42397, + "n_pred": 1291479, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5185686024090351, + "FN": 17335, + "FP": 21115, + "IoU": 0.3500456404881842, + "TN": 149048342, + "TP": 20708, + "n_pred": 41823, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 37193, + "IoU": 0.0, + "TN": 148913303, + "TP": 0, + "n_pred": 37193, + "n_ref": 157004 + }, + "3": { + "Dice": 0.08922435501042311, + "FN": 53088, + "FP": 89779, + "IoU": 0.04669535915657425, + "TN": 148957635, + "TP": 6998, + "n_pred": 96777, + "n_ref": 60086 + }, + "4": { + "Dice": 0.30223160434258145, + "FN": 20822, + "FP": 2316, + "IoU": 0.1780169810650467, + "TN": 149079351, + "TP": 5011, + "n_pred": 7327, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 4223, + "IoU": 0.0, + "TN": 149069561, + "TP": 0, + "n_pred": 4223, + "n_ref": 33716 + }, + "6": { + "Dice": 0.42272952372142764, + "FN": 731317, + "FP": 292157, + "IoU": 0.2680133370142196, + "TN": 147709286, + "TP": 374740, + "n_pred": 666897, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.08718001598308886, + "FN": 258224, + "FP": 95868, + "IoU": 0.045576696558769385, + "TN": 148736499, + "TP": 16909, + "n_pred": 112777, + "n_ref": 275133 + }, + "8": { + "Dice": 0.2804752350454526, + "FN": 155188, + "FP": 223867, + "IoU": 0.16311206489245675, + "TN": 148654566, + "TP": 73879, + "n_pred": 297746, + "n_ref": 229067 + }, + "9": { + "Dice": 0.056657624303045835, + "FN": 81075, + "FP": 132443, + "IoU": 0.029154731050788887, + "TN": 148887570, + "TP": 6412, + "n_pred": 138855, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0004950808536114997, + "FN": 514975, + "FP": 5894, + "IoU": 0.000247601718240761, + "TN": 100191802, + "TP": 129, + "n_pred": 6023, + "n_ref": 515104 + }, + "10": { + "Dice": 0.1397084521809716, + "FN": 32275, + "FP": 44032, + "IoU": 0.07510029938305274, + "TN": 100630297, + "TP": 6196, + "n_pred": 50228, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 845, + "IoU": 0.0, + "TN": 100708474, + "TP": 0, + "n_pred": 845, + "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": 4029, + "IoU": 0.0, + "TN": 100669616, + "TP": 0, + "n_pred": 4029, + "n_ref": 39155 + }, + "14": { + "Dice": 0.28493876517179295, + "FN": 112272, + "FP": 96636, + "IoU": 0.16613912050804092, + "TN": 100462269, + "TP": 41623, + "n_pred": 138259, + "n_ref": 153895 + }, + "15": { + "Dice": 0.009641279242498298, + "FN": 94763, + "FP": 8574, + "IoU": 0.004843990755007704, + "TN": 100608960, + "TP": 503, + "n_pred": 9077, + "n_ref": 95266 + }, + "2": { + "Dice": 0.14139315110253023, + "FN": 205327, + "FP": 132655, + "IoU": 0.07607480365543956, + "TN": 100346989, + "TP": 27829, + "n_pred": 160484, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0, + "FN": 223945, + "FP": 84908, + "IoU": 0.0, + "TN": 100403947, + "TP": 0, + "n_pred": 84908, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 118, + "IoU": 0.0, + "TN": 100655030, + "TP": 0, + "n_pred": 118, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0053226156854225505, + "FN": 16424, + "FP": 1890, + "IoU": 0.0026684093013124217, + "TN": 100694437, + "TP": 49, + "n_pred": 1939, + "n_ref": 16473 + }, + "6": { + "Dice": 0.22904727733425972, + "FN": 1771826, + "FP": 289855, + "IoU": 0.12933562505806734, + "TN": 98344860, + "TP": 306259, + "n_pred": 596114, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0024568095131254205, + "FN": 172079, + "FP": 5763, + "IoU": 0.001229915590724527, + "TN": 100534739, + "TP": 219, + "n_pred": 5982, + "n_ref": 172298 + }, + "8": { + "Dice": 0.09070374366690437, + "FN": 93853, + "FP": 149692, + "IoU": 0.04750637485725013, + "TN": 100457108, + "TP": 12147, + "n_pred": 161839, + "n_ref": 106000 + }, + "9": { + "Dice": 0.27247203782849866, + "FN": 77884, + "FP": 50126, + "IoU": 0.15772366282627434, + "TN": 100560819, + "TP": 23971, + "n_pred": 74097, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2106372274483374, + "FN": 55644, + "FP": 110670, + "IoU": 0.11771633493188473, + "TN": 78762196, + "TP": 22190, + "n_pred": 132860, + "n_ref": 77834 + }, + "10": { + "Dice": 0.36482022003399944, + "FN": 27570, + "FP": 12036, + "IoU": 0.2231071008238525, + "TN": 78899720, + "TP": 11374, + "n_pred": 23410, + "n_ref": 38944 + }, + "11": { + "Dice": 0.03536693191865606, + "FN": 1328, + "FP": 854, + "IoU": 0.018001800180018002, + "TN": 78948478, + "TP": 40, + "n_pred": 894, + "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": 424, + "IoU": 0.0, + "TN": 78890871, + "TP": 0, + "n_pred": 424, + "n_ref": 59405 + }, + "14": { + "Dice": 0.01722713449470002, + "FN": 26289, + "FP": 85525, + "IoU": 0.008688405411635371, + "TN": 78837906, + "TP": 980, + "n_pred": 86505, + "n_ref": 27269 + }, + "15": { + "Dice": 0.5688760999765784, + "FN": 33616, + "FP": 5039, + "IoU": 0.39750303937155146, + "TN": 78886542, + "TP": 25503, + "n_pred": 30542, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0, + "FN": 100121, + "FP": 11987, + "IoU": 0.0, + "TN": 78838592, + "TP": 0, + "n_pred": 11987, + "n_ref": 100121 + }, + "3": { + "Dice": 0.4260742600603141, + "FN": 37841, + "FP": 88336, + "IoU": 0.2707079814811604, + "TN": 78777687, + "TP": 46836, + "n_pred": 135172, + "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": 0.0, + "FN": 34798, + "FP": 3563, + "IoU": 0.0, + "TN": 78912339, + "TP": 0, + "n_pred": 3563, + "n_ref": 34798 + }, + "6": { + "Dice": 0.21281903643443115, + "FN": 613761, + "FP": 76640, + "IoU": 0.119080854582202, + "TN": 78166972, + "TP": 93327, + "n_pred": 169967, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 10053, + "IoU": 0.0, + "TN": 78219534, + "TP": 0, + "n_pred": 10053, + "n_ref": 721113 + }, + "8": { + "Dice": 0.23205202221944826, + "FN": 271621, + "FP": 122109, + "IoU": 0.13125500588018543, + "TN": 78497483, + "TP": 59487, + "n_pred": 181596, + "n_ref": 331108 + }, + "9": { + "Dice": 0.010243174577569868, + "FN": 56540, + "FP": 41632, + "IoU": 0.005147952979327118, + "TN": 78852020, + "TP": 508, + "n_pred": 42140, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19968433036638378, + "FN": 109614, + "FP": 199692, + "IoU": 0.11091628747919619, + "TN": 104656547, + "TP": 38587, + "n_pred": 238279, + "n_ref": 148201 + }, + "10": { + "Dice": 0.12435787933648552, + "FN": 72019, + "FP": 142248, + "IoU": 0.06630149641366208, + "TN": 104774958, + "TP": 15215, + "n_pred": 157463, + "n_ref": 87234 + }, + "11": { + "Dice": 0.36524931171612113, + "FN": 3137, + "FP": 1013, + "IoU": 0.22342814371257486, + "TN": 104999096, + "TP": 1194, + "n_pred": 2207, + "n_ref": 4331 + }, + "12": { + "Dice": 0.02922077922077922, + "FN": 4761, + "FP": 23, + "IoU": 0.014827018121911038, + "TN": 104999584, + "TP": 72, + "n_pred": 95, + "n_ref": 4833 + }, + "13": { + "Dice": 0.15932026824663065, + "FN": 68030, + "FP": 35266, + "IoU": 0.08655512716210959, + "TN": 104891356, + "TP": 9788, + "n_pred": 45054, + "n_ref": 77818 + }, + "14": { + "Dice": 0.14678600911318682, + "FN": 58791, + "FP": 72470, + "IoU": 0.07920618440989954, + "TN": 104861888, + "TP": 11291, + "n_pred": 83761, + "n_ref": 70082 + }, + "15": { + "Dice": 0.006084347391231872, + "FN": 24214, + "FP": 23486, + "IoU": 0.003051456757095682, + "TN": 104956594, + "TP": 146, + "n_pred": 23632, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 4416, + "IoU": 0.0, + "TN": 104829274, + "TP": 0, + "n_pred": 4416, + "n_ref": 170750 + }, + "3": { + "Dice": 0.11932781651257457, + "FN": 140630, + "FP": 49973, + "IoU": 0.0634495567916036, + "TN": 104800924, + "TP": 12913, + "n_pred": 62886, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6771, + "IoU": 0.0, + "TN": 104997669, + "TP": 0, + "n_pred": 6771, + "n_ref": 0 + }, + "5": { + "Dice": 0.0022869708631115997, + "FN": 30028, + "FP": 15343, + "IoU": 0.0011447944873742377, + "TN": 104959017, + "TP": 52, + "n_pred": 15395, + "n_ref": 30080 + }, + "6": { + "Dice": 0.615639815262667, + "FN": 481724, + "FP": 459945, + "IoU": 0.44471072055534294, + "TN": 103308623, + "TP": 754148, + "n_pred": 1214093, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.3246929856911049, + "FN": 159657, + "FP": 133329, + "IoU": 0.1938110345852331, + "TN": 104641019, + "TP": 70435, + "n_pred": 203764, + "n_ref": 230092 + }, + "8": { + "Dice": 0.24379729073625486, + "FN": 272529, + "FP": 308426, + "IoU": 0.138820700737025, + "TN": 104329836, + "TP": 93649, + "n_pred": 402075, + "n_ref": 366178 + }, + "9": { + "Dice": 0.2835591008211938, + "FN": 58575, + "FP": 118181, + "IoU": 0.16520178525043097, + "TN": 104792705, + "TP": 34979, + "n_pred": 153160, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16339731895587492, + "FN": 364872, + "FP": 180393, + "IoU": 0.08896715693727622, + "TN": 177077775, + "TP": 53248, + "n_pred": 233641, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0231993067900628, + "FN": 69364, + "FP": 149328, + "IoU": 0.011735784426699926, + "TN": 177454999, + "TP": 2597, + "n_pred": 151925, + "n_ref": 71961 + }, + "11": { + "Dice": 0.22198275862068967, + "FN": 4125, + "FP": 207, + "IoU": 0.12484848484848485, + "TN": 177671338, + "TP": 618, + "n_pred": 825, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 445, + "IoU": 0.0, + "TN": 177670645, + "TP": 0, + "n_pred": 445, + "n_ref": 5198 + }, + "13": { + "Dice": 0.1327161219070893, + "FN": 68611, + "FP": 42116, + "IoU": 0.07107442176528327, + "TN": 177557089, + "TP": 8472, + "n_pred": 50588, + "n_ref": 77083 + }, + "14": { + "Dice": 0.01662437026773099, + "FN": 65885, + "FP": 1159758, + "IoU": 0.008381856678341395, + "TN": 176440285, + "TP": 10360, + "n_pred": 1170118, + "n_ref": 76245 + }, + "15": { + "Dice": 0.13280569451703625, + "FN": 20501, + "FP": 14342, + "IoU": 0.071125803097758, + "TN": 177638777, + "TP": 2668, + "n_pred": 17010, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 30910, + "IoU": 0.0, + "TN": 177431012, + "TP": 0, + "n_pred": 30910, + "n_ref": 214366 + }, + "3": { + "Dice": 0.132224649679806, + "FN": 185045, + "FP": 103722, + "IoU": 0.07079258737253312, + "TN": 177365521, + "TP": 22000, + "n_pred": 125722, + "n_ref": 207045 + }, + "4": { + "Dice": 0.000648365088487099, + "FN": 34411, + "FP": 33408, + "IoU": 0.0003242876726463348, + "TN": 177608447, + "TP": 22, + "n_pred": 33430, + "n_ref": 34433 + }, + "5": { + "Dice": 0.1059322033898305, + "FN": 28806, + "FP": 11284, + "IoU": 0.05592841163310962, + "TN": 177633823, + "TP": 2375, + "n_pred": 13659, + "n_ref": 31181 + }, + "6": { + "Dice": 0.5146843010296713, + "FN": 1033636, + "FP": 422116, + "IoU": 0.34651508860134445, + "TN": 175448613, + "TP": 771923, + "n_pred": 1194039, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.1502041099333501, + "FN": 324861, + "FP": 165382, + "IoU": 0.08120036958668889, + "TN": 177142719, + "TP": 43326, + "n_pred": 208708, + "n_ref": 368187 + }, + "8": { + "Dice": 0.32618709607742163, + "FN": 95246, + "FP": 335247, + "IoU": 0.19487667666619288, + "TN": 177141596, + "TP": 104199, + "n_pred": 439446, + "n_ref": 199445 + }, + "9": { + "Dice": 0.22520375329364092, + "FN": 98515, + "FP": 154074, + "IoU": 0.12688991973674205, + "TN": 177386990, + "TP": 36709, + "n_pred": 190783, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23644843016543654, + "FN": 148251, + "FP": 102410, + "IoU": 0.13407514370992704, + "TN": 193716063, + "TP": 38811, + "n_pred": 141221, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3635245387222292, + "FN": 58084, + "FP": 43332, + "IoU": 0.22213870438264124, + "TN": 193875157, + "TP": 28962, + "n_pred": 72294, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 414, + "IoU": 0.0, + "TN": 194002009, + "TP": 0, + "n_pred": 414, + "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": 0.041146783493348604, + "FN": 65332, + "FP": 6675, + "IoU": 0.02100554709593213, + "TN": 193931983, + "TP": 1545, + "n_pred": 8220, + "n_ref": 66877 + }, + "14": { + "Dice": 0.08302091969456271, + "FN": 35897, + "FP": 847826, + "IoU": 0.043308203280619406, + "TN": 193081807, + "TP": 40005, + "n_pred": 887831, + "n_ref": 75902 + }, + "15": { + "Dice": 0.523345240596764, + "FN": 8513, + "FP": 14171, + "IoU": 0.35441272732447276, + "TN": 193970398, + "TP": 12453, + "n_pred": 26624, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 85844, + "IoU": 0.0, + "TN": 193780792, + "TP": 0, + "n_pred": 85844, + "n_ref": 138899 + }, + "3": { + "Dice": 0.303756258268697, + "FN": 87717, + "FP": 126999, + "IoU": 0.179075831377077, + "TN": 193743981, + "TP": 46838, + "n_pred": 173837, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0, + "FN": 21029, + "FP": 8, + "IoU": 0.0, + "TN": 193984498, + "TP": 0, + "n_pred": 8, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0006472491909385113, + "FN": 27260, + "FP": 3620, + "IoU": 0.0003237293622531564, + "TN": 193974645, + "TP": 10, + "n_pred": 3630, + "n_ref": 27270 + }, + "6": { + "Dice": 0.353147420770047, + "FN": 1028436, + "FP": 278496, + "IoU": 0.21443778588559168, + "TN": 192341845, + "TP": 356758, + "n_pred": 635254, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.05468289159815959, + "FN": 312470, + "FP": 16057, + "IoU": 0.02811001422954835, + "TN": 193667506, + "TP": 9502, + "n_pred": 25559, + "n_ref": 321972 + }, + "8": { + "Dice": 0.38307992593876267, + "FN": 157401, + "FP": 113153, + "IoU": 0.2369195188334673, + "TN": 193650980, + "TP": 84001, + "n_pred": 197154, + "n_ref": 241402 + }, + "9": { + "Dice": 0.19728036782978564, + "FN": 77221, + "FP": 95269, + "IoU": 0.10943485848228576, + "TN": 193811849, + "TP": 21196, + "n_pred": 116465, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0878320553688866, + "FN": 106807, + "FP": 52006, + "IoU": 0.045933232808078865, + "TN": 99489341, + "TP": 7646, + "n_pred": 59652, + "n_ref": 114453 + }, + "10": { + "Dice": 0.18628205418373583, + "FN": 55224, + "FP": 88586, + "IoU": 0.10270728952836133, + "TN": 99495529, + "TP": 16461, + "n_pred": 105047, + "n_ref": 71685 + }, + "11": { + "Dice": 0.027710578403342862, + "FN": 3579, + "FP": 842, + "IoU": 0.014049955396966993, + "TN": 99651316, + "TP": 63, + "n_pred": 905, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 30, + "IoU": 0.0, + "TN": 99652202, + "TP": 0, + "n_pred": 30, + "n_ref": 3568 + }, + "13": { + "Dice": 0.021208359197186014, + "FN": 44816, + "FP": 11950, + "IoU": 0.010717833429183875, + "TN": 99598419, + "TP": 615, + "n_pred": 12565, + "n_ref": 45431 + }, + "14": { + "Dice": 0.06971265150483454, + "FN": 49021, + "FP": 87601, + "IoU": 0.03611516780606881, + "TN": 99514059, + "TP": 5119, + "n_pred": 92720, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3166780984540706, + "FN": 28944, + "FP": 9909, + "IoU": 0.1881268806419258, + "TN": 99607944, + "TP": 9003, + "n_pred": 18912, + "n_ref": 37947 + }, + "2": { + "Dice": 0.269200575690174, + "FN": 85947, + "FP": 70447, + "IoU": 0.15553539705937938, + "TN": 99470601, + "TP": 28805, + "n_pred": 99252, + "n_ref": 114752 + }, + "3": { + "Dice": 0.2194947243951246, + "FN": 104504, + "FP": 32790, + "IoU": 0.12327664927617674, + "TN": 99499201, + "TP": 19305, + "n_pred": 52095, + "n_ref": 123809 + }, + "4": { + "Dice": 0.29954996838620895, + "FN": 14879, + "FP": 3954, + "IoU": 0.17615923009623796, + "TN": 99632940, + "TP": 4027, + "n_pred": 7981, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 12002, + "IoU": 0.0, + "TN": 99636832, + "TP": 0, + "n_pred": 12002, + "n_ref": 6966 + }, + "6": { + "Dice": 0.5783376796081242, + "FN": 752210, + "FP": 125470, + "IoU": 0.4068038319034211, + "TN": 98176222, + "TP": 601898, + "n_pred": 727368, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.19060795861768096, + "FN": 136389, + "FP": 123353, + "IoU": 0.10534364817481039, + "TN": 99365474, + "TP": 30584, + "n_pred": 153937, + "n_ref": 166973 + }, + "8": { + "Dice": 0.3032885955151157, + "FN": 40824, + "FP": 235289, + "IoU": 0.1787508439640583, + "TN": 99319589, + "TP": 60098, + "n_pred": 295387, + "n_ref": 100922 + }, + "9": { + "Dice": 0.1871324514604497, + "FN": 76330, + "FP": 90507, + "IoU": 0.10322455802753157, + "TN": 99469759, + "TP": 19204, + "n_pred": 109711, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28502808664827095, + "FN": 361648, + "FP": 66139, + "IoU": 0.16619985693597397, + "TN": 62570463, + "TP": 85270, + "n_pred": 151409, + "n_ref": 446918 + }, + "10": { + "Dice": 0.48149334910814784, + "FN": 41543, + "FP": 21566, + "IoU": 0.31708346408977284, + "TN": 62991109, + "TP": 29302, + "n_pred": 50868, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 2, + "IoU": 0.0, + "TN": 63079973, + "TP": 0, + "n_pred": 2, + "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": 0.07778824311596211, + "FN": 43549, + "FP": 6386, + "IoU": 0.040468092465556, + "TN": 63031479, + "TP": 2106, + "n_pred": 8492, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 85541, + "IoU": 0.0, + "TN": 62997979, + "TP": 0, + "n_pred": 85541, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1617, + "IoU": 0.0, + "TN": 63081903, + "TP": 0, + "n_pred": 1617, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 19717, + "IoU": 0.0, + "TN": 62939831, + "TP": 0, + "n_pred": 19717, + "n_ref": 123972 + }, + "3": { + "Dice": 0.26476654623859014, + "FN": 97872, + "FP": 67171, + "IoU": 0.15258266584514274, + "TN": 62888760, + "TP": 29717, + "n_pred": 96888, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 1858, + "IoU": 0.0, + "TN": 63063633, + "TP": 0, + "n_pred": 1858, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 172, + "IoU": 0.0, + "TN": 63066394, + "TP": 0, + "n_pred": 172, + "n_ref": 16954 + }, + "6": { + "Dice": 0.35242954615267247, + "FN": 867506, + "FP": 95915, + "IoU": 0.21390863457747492, + "TN": 61857936, + "TP": 262163, + "n_pred": 358078, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.2904651930056087, + "FN": 128044, + "FP": 11745, + "IoU": 0.16990890844526788, + "TN": 62915118, + "TP": 28613, + "n_pred": 40358, + "n_ref": 156657 + }, + "8": { + "Dice": 0.34620629542674786, + "FN": 62706, + "FP": 123314, + "IoU": 0.20934067802373424, + "TN": 62848248, + "TP": 49252, + "n_pred": 172566, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6000048528376969, + "FN": 18161, + "FP": 14809, + "IoU": 0.42857638046379426, + "TN": 63025822, + "TP": 24728, + "n_pred": 39537, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.235630201694534, + "FN": 265351, + "FP": 40481, + "IoU": 0.13354921509132478, + "TN": 109255847, + "TP": 47139, + "n_pred": 87620, + "n_ref": 312490 + }, + "10": { + "Dice": 0.2123216721536773, + "FN": 67226, + "FP": 86376, + "IoU": 0.11876950615017441, + "TN": 109434514, + "TP": 20702, + "n_pred": 107078, + "n_ref": 87928 + }, + "11": { + "Dice": 0.08497607655502393, + "FN": 4244, + "FP": 537, + "IoU": 0.044373375974415354, + "TN": 109603815, + "TP": 222, + "n_pred": 759, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 12, + "IoU": 0.0, + "TN": 109604725, + "TP": 0, + "n_pred": 12, + "n_ref": 4081 + }, + "13": { + "Dice": 0.06662157278800626, + "FN": 77184, + "FP": 23549, + "IoU": 0.034458630473123225, + "TN": 109504490, + "TP": 3595, + "n_pred": 27144, + "n_ref": 80779 + }, + "14": { + "Dice": 0.1497240606579396, + "FN": 75402, + "FP": 168952, + "IoU": 0.08091985496562204, + "TN": 109342950, + "TP": 21514, + "n_pred": 190466, + "n_ref": 96916 + }, + "15": { + "Dice": 0.0, + "FN": 103541, + "FP": 15546, + "IoU": 0.0, + "TN": 109489731, + "TP": 0, + "n_pred": 15546, + "n_ref": 103541 + }, + "2": { + "Dice": 0.2185436426010152, + "FN": 178864, + "FP": 72847, + "IoU": 0.12267695567917242, + "TN": 109321910, + "TP": 35197, + "n_pred": 108044, + "n_ref": 214061 + }, + "3": { + "Dice": 0.19850073714747704, + "FN": 212296, + "FP": 57354, + "IoU": 0.11018641041971218, + "TN": 109305777, + "TP": 33391, + "n_pred": 90745, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 7690, + "IoU": 0.0, + "TN": 109550838, + "TP": 0, + "n_pred": 7690, + "n_ref": 50290 + }, + "5": { + "Dice": 0.08763890480009165, + "FN": 9787, + "FP": 6141, + "IoU": 0.04582759240400168, + "TN": 109592125, + "TP": 765, + "n_pred": 6906, + "n_ref": 10552 + }, + "6": { + "Dice": 0.4084852153301282, + "FN": 808438, + "FP": 471739, + "IoU": 0.25666441761322395, + "TN": 107886612, + "TP": 442029, + "n_pred": 913768, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.04873267742516048, + "FN": 1165475, + "FP": 103059, + "IoU": 0.02497488522528741, + "TN": 108307791, + "TP": 32493, + "n_pred": 135552, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.1958771991803858, + "FN": 56151, + "FP": 216987, + "IoU": 0.10857198805502521, + "TN": 109302413, + "TP": 33267, + "n_pred": 250254, + "n_ref": 89418 + }, + "9": { + "Dice": 0.31400203091504003, + "FN": 30154, + "FP": 79286, + "IoU": 0.1862410493207522, + "TN": 109474331, + "TP": 25047, + "n_pred": 104333, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.009891268773409942, + "FN": 58232, + "FP": 50676, + "IoU": 0.004970215254175347, + "TN": 66957900, + "TP": 544, + "n_pred": 51220, + "n_ref": 58776 + }, + "10": { + "Dice": 0.03878210580030617, + "FN": 76858, + "FP": 19209, + "IoU": 0.019774501300954032, + "TN": 66969347, + "TP": 1938, + "n_pred": 21147, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 26, + "IoU": 0.0, + "TN": 67064200, + "TP": 0, + "n_pred": 26, + "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": 0.0005418698678671169, + "FN": 38198, + "FP": 9758, + "IoU": 0.0002710083595655528, + "TN": 67019383, + "TP": 13, + "n_pred": 9771, + "n_ref": 38211 + }, + "14": { + "Dice": 0.0007646628656044326, + "FN": 75350, + "FP": 253955, + "IoU": 0.0003824776660362868, + "TN": 66737921, + "TP": 126, + "n_pred": 254081, + "n_ref": 75476 + }, + "15": { + "Dice": 0.26104023552502453, + "FN": 25510, + "FP": 7622, + "IoU": 0.15011286681715574, + "TN": 67028368, + "TP": 5852, + "n_pred": 13474, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 23947, + "IoU": 0.0, + "TN": 66897367, + "TP": 0, + "n_pred": 23947, + "n_ref": 146038 + }, + "3": { + "Dice": 0.44723744168384505, + "FN": 94415, + "FP": 68619, + "IoU": 0.2880269357916756, + "TN": 66838363, + "TP": 65955, + "n_pred": 134574, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 288, + "IoU": 0.0, + "TN": 67054025, + "TP": 0, + "n_pred": 288, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 7004, + "IoU": 0.0, + "TN": 67051427, + "TP": 0, + "n_pred": 7004, + "n_ref": 8921 + }, + "6": { + "Dice": 0.25541363532323513, + "FN": 900762, + "FP": 143469, + "IoU": 0.1464035489985948, + "TN": 65844021, + "TP": 179100, + "n_pred": 322569, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.040743372624749793, + "FN": 344099, + "FP": 9577, + "IoU": 0.020795322090772925, + "TN": 66706165, + "TP": 7511, + "n_pred": 17088, + "n_ref": 351610 + }, + "8": { + "Dice": 0.5049295837141817, + "FN": 28815, + "FP": 82761, + "IoU": 0.337729633476777, + "TN": 66898877, + "TP": 56899, + "n_pred": 139660, + "n_ref": 85714 + }, + "9": { + "Dice": 0.13314086664226948, + "FN": 67521, + "FP": 60391, + "IoU": 0.07131811086506698, + "TN": 66929617, + "TP": 9823, + "n_pred": 70214, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39087816715589135, + "FN": 124888, + "FP": 47555, + "IoU": 0.24291396659817713, + "TN": 74291508, + "TP": 55329, + "n_pred": 102884, + "n_ref": 180217 + }, + "10": { + "Dice": 0.06006529809025448, + "FN": 53463, + "FP": 30601, + "IoU": 0.030962536023054755, + "TN": 74432530, + "TP": 2686, + "n_pred": 33287, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 654, + "IoU": 0.0, + "TN": 74515239, + "TP": 0, + "n_pred": 654, + "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": 0.004583814515412632, + "FN": 42761, + "FP": 13266, + "IoU": 0.0022971721632594915, + "TN": 74463124, + "TP": 129, + "n_pred": 13395, + "n_ref": 42890 + }, + "14": { + "Dice": 0.033782476951840626, + "FN": 28257, + "FP": 181561, + "IoU": 0.017181454521607974, + "TN": 74305794, + "TP": 3668, + "n_pred": 185229, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4738095238095238, + "FN": 18618, + "FP": 7460, + "IoU": 0.31045241809672386, + "TN": 74481461, + "TP": 11741, + "n_pred": 19201, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 12982, + "IoU": 0.0, + "TN": 74365390, + "TP": 0, + "n_pred": 12982, + "n_ref": 140908 + }, + "3": { + "Dice": 0.29616011250407315, + "FN": 112469, + "FP": 92732, + "IoU": 0.17381921545417578, + "TN": 74270907, + "TP": 43172, + "n_pred": 135904, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 4922, + "IoU": 0.0, + "TN": 74501080, + "TP": 0, + "n_pred": 4922, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 2561, + "IoU": 0.0, + "TN": 74506565, + "TP": 0, + "n_pred": 2561, + "n_ref": 10154 + }, + "6": { + "Dice": 0.29115294150298, + "FN": 1312198, + "FP": 118098, + "IoU": 0.17037975403080097, + "TN": 72795243, + "TP": 293741, + "n_pred": 411839, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.1042951642567547, + "FN": 156927, + "FP": 19371, + "IoU": 0.05501656285845992, + "TN": 74332718, + "TP": 10264, + "n_pred": 29635, + "n_ref": 167191 + }, + "8": { + "Dice": 0.47718587002200086, + "FN": 16120, + "FP": 89627, + "IoU": 0.31335792111995636, + "TN": 74365274, + "TP": 48259, + "n_pred": 137886, + "n_ref": 64379 + }, + "9": { + "Dice": 0.29618088267265746, + "FN": 68336, + "FP": 48208, + "IoU": 0.17383352473310365, + "TN": 74378214, + "TP": 24522, + "n_pred": 72730, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04888310847662829, + "FN": 274767, + "FP": 42615, + "IoU": 0.02505391075696232, + "TN": 65725642, + "TP": 8156, + "n_pred": 50771, + "n_ref": 282923 + }, + "10": { + "Dice": 0.06166448970377179, + "FN": 77797, + "FP": 96770, + "IoU": 0.03181311459043943, + "TN": 65870877, + "TP": 5736, + "n_pred": 102506, + "n_ref": 83533 + }, + "11": { + "Dice": 0.034797738147020446, + "FN": 3557, + "FP": 881, + "IoU": 0.017706949977866312, + "TN": 66046662, + "TP": 80, + "n_pred": 961, + "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": 0.018759153656788506, + "FN": 47024, + "FP": 15954, + "IoU": 0.009468386284995281, + "TN": 65987600, + "TP": 602, + "n_pred": 16556, + "n_ref": 47626 + }, + "14": { + "Dice": 0.1481020350689967, + "FN": 38685, + "FP": 191215, + "IoU": 0.07997310752189016, + "TN": 65801296, + "TP": 19984, + "n_pred": 211199, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6859882971756902, + "FN": 8359, + "FP": 6506, + "IoU": 0.522056459391679, + "TN": 66020078, + "TP": 16237, + "n_pred": 22743, + "n_ref": 24596 + }, + "2": { + "Dice": 0.25580347678609283, + "FN": 114990, + "FP": 53508, + "IoU": 0.1466597790911439, + "TN": 65853723, + "TP": 28959, + "n_pred": 82467, + "n_ref": 143949 + }, + "3": { + "Dice": 0.05646082908641648, + "FN": 150429, + "FP": 63410, + "IoU": 0.029050522845843342, + "TN": 65830943, + "TP": 6398, + "n_pred": 69808, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0013336720436936365, + "FN": 29507, + "FP": 1943, + "IoU": 0.0006672809888468748, + "TN": 66019709, + "TP": 21, + "n_pred": 1964, + "n_ref": 29528 + }, + "5": { + "Dice": 0.05641731298473855, + "FN": 9528, + "FP": 5558, + "IoU": 0.029027482783034048, + "TN": 66035643, + "TP": 451, + "n_pred": 6009, + "n_ref": 9979 + }, + "6": { + "Dice": 0.5535365853658537, + "FN": 496951, + "FP": 352401, + "IoU": 0.382682741758705, + "TN": 64675304, + "TP": 526524, + "n_pred": 878925, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.10655985532167432, + "FN": 919613, + "FP": 34850, + "IoU": 0.05627843880947061, + "TN": 65039798, + "TP": 56919, + "n_pred": 91769, + "n_ref": 976532 + }, + "8": { + "Dice": 0.2758452254811341, + "FN": 44591, + "FP": 148137, + "IoU": 0.15998866781441368, + "TN": 65821745, + "TP": 36707, + "n_pred": 184844, + "n_ref": 81298 + }, + "9": { + "Dice": 0.2453473665191074, + "FN": 48359, + "FP": 85293, + "IoU": 0.13982674509904877, + "TN": 65895802, + "TP": 21726, + "n_pred": 107019, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.281994224600357, + "FN": 90220, + "FP": 232767, + "IoU": 0.16414044040961354, + "TN": 113086127, + "TP": 63426, + "n_pred": 296193, + "n_ref": 153646 + }, + "10": { + "Dice": 0.31780576717382286, + "FN": 51448, + "FP": 73560, + "IoU": 0.18892334842920727, + "TN": 113318414, + "TP": 29118, + "n_pred": 102678, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 1473, + "IoU": 0.0, + "TN": 113467837, + "TP": 0, + "n_pred": 1473, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0014684287812041115, + "FN": 4080, + "FP": 0, + "IoU": 0.0007347538574577516, + "TN": 113468457, + "TP": 3, + "n_pred": 3, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0017369115140078697, + "FN": 76795, + "FP": 16312, + "IoU": 0.0008692106279778512, + "TN": 113379352, + "TP": 81, + "n_pred": 16393, + "n_ref": 76876 + }, + "14": { + "Dice": 0.39766306867477064, + "FN": 160237, + "FP": 152874, + "IoU": 0.2481769351380295, + "TN": 113056071, + "TP": 103358, + "n_pred": 256232, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6443890533312562, + "FN": 9474, + "FP": 4222, + "IoU": 0.4753495498946562, + "TN": 113446435, + "TP": 12409, + "n_pred": 16631, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 25912, + "IoU": 0.0, + "TN": 113319540, + "TP": 0, + "n_pred": 25912, + "n_ref": 127088 + }, + "3": { + "Dice": 0.20211506651719569, + "FN": 94518, + "FP": 109040, + "IoU": 0.11241824365570768, + "TN": 113243200, + "TP": 25782, + "n_pred": 134822, + "n_ref": 120300 + }, + "4": { + "Dice": 0.3763353317050305, + "FN": 23465, + "FP": 1814, + "IoU": 0.2317814380356166, + "TN": 113439634, + "TP": 7627, + "n_pred": 9441, + "n_ref": 31092 + }, + "5": { + "Dice": 0.03233320392657091, + "FN": 32243, + "FP": 2653, + "IoU": 0.01643225570055526, + "TN": 113437061, + "TP": 583, + "n_pred": 3236, + "n_ref": 32826 + }, + "6": { + "Dice": 0.52756765420825, + "FN": 676243, + "FP": 160832, + "IoU": 0.3582967025385256, + "TN": 112168082, + "TP": 467383, + "n_pred": 628215, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.1431668699941654, + "FN": 196431, + "FP": 62031, + "IoU": 0.07710271196729214, + "TN": 113192485, + "TP": 21593, + "n_pred": 83624, + "n_ref": 218024 + }, + "8": { + "Dice": 0.31597916463170317, + "FN": 135319, + "FP": 207818, + "IoU": 0.18763376200306825, + "TN": 113050148, + "TP": 79255, + "n_pred": 287073, + "n_ref": 214574 + }, + "9": { + "Dice": 0.10723143840301601, + "FN": 95971, + "FP": 75004, + "IoU": 0.056653222469281575, + "TN": 113291297, + "TP": 10268, + "n_pred": 85272, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1275922114927972, + "FN": 110262, + "FP": 121200, + "IoU": 0.06814338856949612, + "TN": 74948340, + "TP": 16926, + "n_pred": 138126, + "n_ref": 127188 + }, + "10": { + "Dice": 0.08282892640968462, + "FN": 92385, + "FP": 77476, + "IoU": 0.04320372216683283, + "TN": 75019197, + "TP": 7670, + "n_pred": 85146, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 402, + "IoU": 0.0, + "TN": 75192782, + "TP": 0, + "n_pred": 402, + "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": 0.04534883720930233, + "FN": 53115, + "FP": 37195, + "IoU": 0.023200475907198096, + "TN": 75104273, + "TP": 2145, + "n_pred": 39340, + "n_ref": 55260 + }, + "14": { + "Dice": 0.36957327978154386, + "FN": 65792, + "FP": 163689, + "IoU": 0.22667273248074946, + "TN": 74899983, + "TP": 67264, + "n_pred": 230953, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 8272, + "IoU": 0.0, + "TN": 75114644, + "TP": 0, + "n_pred": 8272, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 7551, + "IoU": 0.0, + "TN": 75042865, + "TP": 0, + "n_pred": 7551, + "n_ref": 146312 + }, + "3": { + "Dice": 0.18845523893981486, + "FN": 126689, + "FP": 52677, + "IoU": 0.1040301310741688, + "TN": 74996536, + "TP": 20826, + "n_pred": 73503, + "n_ref": 147515 + }, + "4": { + "Dice": 0.45745850701992175, + "FN": 16019, + "FP": 5196, + "IoU": 0.29656155708080506, + "TN": 75166569, + "TP": 8944, + "n_pred": 14140, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 813, + "IoU": 0.0, + "TN": 75188214, + "TP": 0, + "n_pred": 813, + "n_ref": 7701 + }, + "6": { + "Dice": 0.5902763756715217, + "FN": 645510, + "FP": 202740, + "IoU": 0.4187178007694237, + "TN": 73737454, + "TP": 611024, + "n_pred": 813764, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.24863863731438807, + "FN": 117044, + "FP": 93099, + "IoU": 0.14196878075071556, + "TN": 74951815, + "TP": 34770, + "n_pred": 127869, + "n_ref": 151814 + }, + "8": { + "Dice": 0.2773201292480333, + "FN": 44358, + "FP": 166103, + "IoU": 0.160981813252964, + "TN": 74945886, + "TP": 40381, + "n_pred": 206484, + "n_ref": 84739 + }, + "9": { + "Dice": 0.0924072248677616, + "FN": 70577, + "FP": 60169, + "IoU": 0.04844179851821662, + "TN": 75059326, + "TP": 6656, + "n_pred": 66825, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1387076469594854, + "FN": 197779, + "FP": 26629, + "IoU": 0.07452222469667351, + "TN": 86685394, + "TP": 18070, + "n_pred": 44699, + "n_ref": 215849 + }, + "10": { + "Dice": 0.16879343572972025, + "FN": 57267, + "FP": 56595, + "IoU": 0.09217607615828038, + "TN": 86802449, + "TP": 11561, + "n_pred": 68156, + "n_ref": 68828 + }, + "11": { + "Dice": 0.16027655562539284, + "FN": 2335, + "FP": 337, + "IoU": 0.08711991800478305, + "TN": 86924945, + "TP": 255, + "n_pred": 592, + "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": 0.05099479585606714, + "FN": 52730, + "FP": 45195, + "IoU": 0.02616452523966745, + "TN": 86827316, + "TP": 2631, + "n_pred": 47826, + "n_ref": 55361 + }, + "14": { + "Dice": 0.20739141518251944, + "FN": 50329, + "FP": 201520, + "IoU": 0.11569252593065962, + "TN": 86643074, + "TP": 32949, + "n_pred": 234469, + "n_ref": 83278 + }, + "15": { + "Dice": 0.11603096779829437, + "FN": 152027, + "FP": 9879, + "IoU": 0.06158857487306703, + "TN": 86755340, + "TP": 10626, + "n_pred": 20505, + "n_ref": 162653 + }, + "2": { + "Dice": 0.3636879522060562, + "FN": 78075, + "FP": 83393, + "IoU": 0.22226075564032907, + "TN": 86720260, + "TP": 46144, + "n_pred": 129537, + "n_ref": 124219 + }, + "3": { + "Dice": 0.06051129566970847, + "FN": 163269, + "FP": 56639, + "IoU": 0.03119961231772325, + "TN": 86700882, + "TP": 7082, + "n_pred": 63721, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4980859029910395, + "FN": 10602, + "FP": 1329, + "IoU": 0.3316340821242507, + "TN": 86910021, + "TP": 5920, + "n_pred": 7249, + "n_ref": 16522 + }, + "5": { + "Dice": 0.003637901861252115, + "FN": 5430, + "FP": 18124, + "IoU": 0.0018222655422299445, + "TN": 86904275, + "TP": 43, + "n_pred": 18167, + "n_ref": 5473 + }, + "6": { + "Dice": 0.5129135557623115, + "FN": 705178, + "FP": 185858, + "IoU": 0.3449117284000538, + "TN": 85567695, + "TP": 469141, + "n_pred": 654999, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.012568705833637027, + "FN": 1016499, + "FP": 37498, + "IoU": 0.006324095766494926, + "TN": 85867167, + "TP": 6708, + "n_pred": 44206, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.22850238168945167, + "FN": 31506, + "FP": 123008, + "IoU": 0.1289882522717536, + "TN": 86750476, + "TP": 22882, + "n_pred": 145890, + "n_ref": 54388 + }, + "9": { + "Dice": 0.2811138303587417, + "FN": 31922, + "FP": 64426, + "IoU": 0.1635441807164065, + "TN": 86812686, + "TP": 18838, + "n_pred": 83264, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27206931383881616, + "FN": 49274, + "FP": 160429, + "IoU": 0.1574538353984861, + "TN": 37500708, + "TP": 39189, + "n_pred": 199618, + "n_ref": 88463 + }, + "10": { + "Dice": 0.016014029582112285, + "FN": 58203, + "FP": 69726, + "IoU": 0.008071644568504304, + "TN": 37620630, + "TP": 1041, + "n_pred": 70767, + "n_ref": 59244 + }, + "11": { + "Dice": 0.11071682044002838, + "FN": 2432, + "FP": 74, + "IoU": 0.058602554470323066, + "TN": 37746938, + "TP": 156, + "n_pred": 230, + "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": 0.036735491434898716, + "FN": 43757, + "FP": 15399, + "IoU": 0.018711432552584433, + "TN": 37689316, + "TP": 1128, + "n_pred": 16527, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2880830859574055, + "FN": 46850, + "FP": 217195, + "IoU": 0.16828099751471798, + "TN": 37432131, + "TP": 53424, + "n_pred": 270619, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11694, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 11694, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 49880, + "IoU": 0.0, + "TN": 37599488, + "TP": 0, + "n_pred": 49880, + "n_ref": 100232 + }, + "3": { + "Dice": 0.09496934345085488, + "FN": 80420, + "FP": 77373, + "IoU": 0.049851871477431475, + "TN": 37583528, + "TP": 8279, + "n_pred": 85652, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 697, + "IoU": 0.0, + "TN": 37737209, + "TP": 0, + "n_pred": 697, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 4748, + "IoU": 0.0, + "TN": 37734803, + "TP": 0, + "n_pred": 4748, + "n_ref": 10049 + }, + "6": { + "Dice": 0.2880084966705702, + "FN": 607748, + "FP": 58602, + "IoU": 0.16823009700133437, + "TN": 36948477, + "TP": 134773, + "n_pred": 193375, + "n_ref": 742521 + }, + "7": { + "Dice": 0.038757494094380764, + "FN": 337832, + "FP": 32057, + "IoU": 0.01976170411240612, + "TN": 37372254, + "TP": 7457, + "n_pred": 39514, + "n_ref": 345289 + }, + "8": { + "Dice": 0.3347038559839982, + "FN": 25376, + "FP": 184169, + "IoU": 0.2009875884158548, + "TN": 37487345, + "TP": 52710, + "n_pred": 236879, + "n_ref": 78086 + }, + "9": { + "Dice": 0.21494121549404785, + "FN": 46023, + "FP": 17880, + "IoU": 0.1204112813312962, + "TN": 37676949, + "TP": 8748, + "n_pred": 26628, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2057464699120099, + "FN": 169568, + "FP": 50140, + "IoU": 0.11466967541756493, + "TN": 75658523, + "TP": 28457, + "n_pred": 78597, + "n_ref": 198025 + }, + "10": { + "Dice": 0.18534274162074402, + "FN": 90366, + "FP": 118372, + "IoU": 0.10213650030324797, + "TN": 75674205, + "TP": 23745, + "n_pred": 142117, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5062847120724934, + "FN": 2610, + "FP": 768, + "IoU": 0.33894324853228963, + "TN": 75901578, + "TP": 1732, + "n_pred": 2500, + "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": 0.04420471365137197, + "FN": 39948, + "FP": 27210, + "IoU": 0.02260191235755556, + "TN": 75837977, + "TP": 1553, + "n_pred": 28763, + "n_ref": 41501 + }, + "14": { + "Dice": 0.45937245746223776, + "FN": 65243, + "FP": 72304, + "IoU": 0.2981722997795738, + "TN": 75710704, + "TP": 58437, + "n_pred": 130741, + "n_ref": 123680 + }, + "15": { + "Dice": 0.1859985247845532, + "FN": 167348, + "FP": 7016, + "IoU": 0.10253493579020512, + "TN": 75712403, + "TP": 19921, + "n_pred": 26937, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4241121751314223, + "FN": 132326, + "FP": 31669, + "IoU": 0.2691258657111533, + "TN": 75682306, + "TP": 60387, + "n_pred": 92056, + "n_ref": 192713 + }, + "3": { + "Dice": 0.06677774075308231, + "FN": 241216, + "FP": 38844, + "IoU": 0.03454219525648097, + "TN": 75616608, + "TP": 10020, + "n_pred": 48864, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5717980996395868, + "FN": 13598, + "FP": 11233, + "IoU": 0.40036223134508575, + "TN": 75865278, + "TP": 16579, + "n_pred": 27812, + "n_ref": 30177 + }, + "5": { + "Dice": 0.25204972229568895, + "FN": 7723, + "FP": 3589, + "IoU": 0.14419730670298078, + "TN": 75893470, + "TP": 1906, + "n_pred": 5495, + "n_ref": 9629 + }, + "6": { + "Dice": 0.6102106771773983, + "FN": 842843, + "FP": 261100, + "IoU": 0.4390670349503671, + "TN": 73938640, + "TP": 864105, + "n_pred": 1125205, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.2594278497693828, + "FN": 226487, + "FP": 43259, + "IoU": 0.14904745530658406, + "TN": 75589695, + "TP": 47247, + "n_pred": 90506, + "n_ref": 273734 + }, + "8": { + "Dice": 0.4451561075166095, + "FN": 50741, + "FP": 51479, + "IoU": 0.2863027662575231, + "TN": 75763462, + "TP": 41006, + "n_pred": 92485, + "n_ref": 91747 + }, + "9": { + "Dice": 0.39633962574317105, + "FN": 41581, + "FP": 68584, + "IoU": 0.24714685983735393, + "TN": 75760358, + "TP": 36165, + "n_pred": 104749, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22569560019690116, + "FN": 70977, + "FP": 94186, + "IoU": 0.12720229979813352, + "TN": 61198516, + "TP": 24071, + "n_pred": 118257, + "n_ref": 95048 + }, + "10": { + "Dice": 0.4308130412041611, + "FN": 48401, + "FP": 29951, + "IoU": 0.2745453872078812, + "TN": 61279746, + "TP": 29652, + "n_pred": 59603, + "n_ref": 78053 + }, + "11": { + "Dice": 0.010065127294256957, + "FN": 3325, + "FP": 19, + "IoU": 0.0050580184468908065, + "TN": 61384389, + "TP": 17, + "n_pred": 36, + "n_ref": 3342 + }, + "12": { + "Dice": 0.19211161792326267, + "FN": 3011, + "FP": 0, + "IoU": 0.10626298604927278, + "TN": 61384381, + "TP": 358, + "n_pred": 358, + "n_ref": 3369 + }, + "13": { + "Dice": 9.52585077754757e-05, + "FN": 39453, + "FP": 2534, + "IoU": 4.763152254161804e-05, + "TN": 61345761, + "TP": 2, + "n_pred": 2536, + "n_ref": 39455 + }, + "14": { + "Dice": 0.28213253117607545, + "FN": 27818, + "FP": 168826, + "IoU": 0.1642341660787297, + "TN": 61152464, + "TP": 38642, + "n_pred": 207468, + "n_ref": 66460 + }, + "15": { + "Dice": 0.36863769492598747, + "FN": 28760, + "FP": 19096, + "IoU": 0.22596923674122957, + "TN": 61325923, + "TP": 13971, + "n_pred": 33067, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 61974, + "IoU": 0.0, + "TN": 61192612, + "TP": 0, + "n_pred": 61974, + "n_ref": 133164 + }, + "3": { + "Dice": 0.3166377017716357, + "FN": 89984, + "FP": 98365, + "IoU": 0.18809836842899325, + "TN": 61155765, + "TP": 43636, + "n_pred": 142001, + "n_ref": 133620 + }, + "4": { + "Dice": 0.1711030256606664, + "FN": 17189, + "FP": 125, + "IoU": 0.0935553112402492, + "TN": 61368649, + "TP": 1787, + "n_pred": 1912, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 3263, + "IoU": 0.0, + "TN": 61356792, + "TP": 0, + "n_pred": 3263, + "n_ref": 27695 + }, + "6": { + "Dice": 0.48020484761586674, + "FN": 656091, + "FP": 76934, + "IoU": 0.31596682412268506, + "TN": 60316128, + "TP": 338597, + "n_pred": 415531, + "n_ref": 994688 + }, + "7": { + "Dice": 0.06332820391604478, + "FN": 173571, + "FP": 20602, + "IoU": 0.03269950233389958, + "TN": 61187013, + "TP": 6564, + "n_pred": 27166, + "n_ref": 180135 + }, + "8": { + "Dice": 0.28058590110506054, + "FN": 170724, + "FP": 216892, + "IoU": 0.16318692587515246, + "TN": 60924545, + "TP": 75589, + "n_pred": 292481, + "n_ref": 246313 + }, + "9": { + "Dice": 0.2069163119240305, + "FN": 62024, + "FP": 73606, + "IoU": 0.11539690718287537, + "TN": 61234427, + "TP": 17693, + "n_pred": 91299, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4995672916897814, + "FN": 117975, + "FP": 17337, + "IoU": 0.3329488146472041, + "TN": 39545949, + "TP": 67539, + "n_pred": 84876, + "n_ref": 185514 + }, + "10": { + "Dice": 0.20225391017107222, + "FN": 37627, + "FP": 74430, + "IoU": 0.11250415802062379, + "TN": 39622538, + "TP": 14205, + "n_pred": 88635, + "n_ref": 51832 + }, + "11": { + "Dice": 0.1781354051054384, + "FN": 2710, + "FP": 252, + "IoU": 0.0977764240024368, + "TN": 39745517, + "TP": 321, + "n_pred": 573, + "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": 0.16786584574567792, + "FN": 37990, + "FP": 19721, + "IoU": 0.09162311905811245, + "TN": 39685268, + "TP": 5821, + "n_pred": 25542, + "n_ref": 43811 + }, + "14": { + "Dice": 0.08682178129001215, + "FN": 28010, + "FP": 83963, + "IoU": 0.04538091665529941, + "TN": 39631504, + "TP": 5323, + "n_pred": 89286, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 1170, + "IoU": 0.0, + "TN": 39695914, + "TP": 0, + "n_pred": 1170, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 2951, + "IoU": 0.0, + "TN": 39628002, + "TP": 0, + "n_pred": 2951, + "n_ref": 117847 + }, + "3": { + "Dice": 0.2926998928390141, + "FN": 103137, + "FP": 47351, + "IoU": 0.17144021230440576, + "TN": 39567174, + "TP": 31138, + "n_pred": 78489, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 1057, + "IoU": 0.0, + "TN": 39723970, + "TP": 0, + "n_pred": 1057, + "n_ref": 23773 + }, + "5": { + "Dice": 0.11892703057587695, + "FN": 5890, + "FP": 3504, + "IoU": 0.06322297566812923, + "TN": 39738772, + "TP": 634, + "n_pred": 4138, + "n_ref": 6524 + }, + "6": { + "Dice": 0.48346358450393856, + "FN": 616427, + "FP": 49281, + "IoU": 0.3187945766180609, + "TN": 38771550, + "TP": 311542, + "n_pred": 360823, + "n_ref": 927969 + }, + "7": { + "Dice": 0.005494240557192606, + "FN": 730029, + "FP": 12469, + "IoU": 0.0027546877371402018, + "TN": 39004251, + "TP": 2051, + "n_pred": 14520, + "n_ref": 732080 + }, + "8": { + "Dice": 0.24755105586530413, + "FN": 10351, + "FP": 227848, + "IoU": 0.14126006734395166, + "TN": 39471418, + "TP": 39183, + "n_pred": 267031, + "n_ref": 49534 + }, + "9": { + "Dice": 0.2378740804800188, + "FN": 30489, + "FP": 40894, + "IoU": 0.1349926687105413, + "TN": 39666277, + "TP": 11140, + "n_pred": 52034, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1938857208215552, + "FN": 73224, + "FP": 124116, + "IoU": 0.10734964174567561, + "TN": 101175536, + "TP": 23732, + "n_pred": 147848, + "n_ref": 96956 + }, + "10": { + "Dice": 0.1539338253399841, + "FN": 60511, + "FP": 180007, + "IoU": 0.08338478189620348, + "TN": 101134210, + "TP": 21880, + "n_pred": 201887, + "n_ref": 82391 + }, + "11": { + "Dice": 0.2485601697484086, + "FN": 4709, + "FP": 249, + "IoU": 0.14191761855313256, + "TN": 101390830, + "TP": 820, + "n_pred": 1069, + "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": 0.043602611203170244, + "FN": 46248, + "FP": 115935, + "IoU": 0.02228719556305763, + "TN": 101230728, + "TP": 3697, + "n_pred": 119632, + "n_ref": 49945 + }, + "14": { + "Dice": 0.14655109343936382, + "FN": 152525, + "FP": 115778, + "IoU": 0.07906940025194018, + "TN": 101105269, + "TP": 23036, + "n_pred": 138814, + "n_ref": 175561 + }, + "15": { + "Dice": 0.0, + "FN": 26874, + "FP": 29142, + "IoU": 0.0, + "TN": 101340592, + "TP": 0, + "n_pred": 29142, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 21528, + "IoU": 0.0, + "TN": 101193341, + "TP": 0, + "n_pred": 21528, + "n_ref": 181739 + }, + "3": { + "Dice": 0.0, + "FN": 167176, + "FP": 37989, + "IoU": 0.0, + "TN": 101191443, + "TP": 0, + "n_pred": 37989, + "n_ref": 167176 + }, + "4": { + "Dice": 0.23674057307474664, + "FN": 5544, + "FP": 24130, + "IoU": 0.13426304119500526, + "TN": 101362332, + "TP": 4602, + "n_pred": 28732, + "n_ref": 10146 + }, + "5": { + "Dice": 0.04399027976820986, + "FN": 37457, + "FP": 8572, + "IoU": 0.02248980632008155, + "TN": 101349520, + "TP": 1059, + "n_pred": 9631, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5248101968147245, + "FN": 933831, + "FP": 689999, + "IoU": 0.35575774431299484, + "TN": 98876081, + "TP": 896697, + "n_pred": 1586696, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3063648933847609, + "FN": 355775, + "FP": 120787, + "IoU": 0.18089191242441638, + "TN": 100814802, + "TP": 105244, + "n_pred": 226031, + "n_ref": 461019 + }, + "8": { + "Dice": 0.43397487415929953, + "FN": 153123, + "FP": 114505, + "IoU": 0.2771187173170837, + "TN": 101026384, + "TP": 102596, + "n_pred": 217101, + "n_ref": 255719 + }, + "9": { + "Dice": 0.33426196716333173, + "FN": 35986, + "FP": 165702, + "IoU": 0.2006689891051478, + "TN": 101144287, + "TP": 50633, + "n_pred": 216335, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0024243158883602532, + "FN": 216715, + "FP": 13718, + "IoU": 0.0012136290542795595, + "TN": 73652791, + "TP": 280, + "n_pred": 13998, + "n_ref": 216995 + }, + "10": { + "Dice": 0.058886327926112876, + "FN": 70463, + "FP": 101438, + "IoU": 0.03033636245691819, + "TN": 73706225, + "TP": 5378, + "n_pred": 106816, + "n_ref": 75841 + }, + "11": { + "Dice": 0.014671453098173873, + "FN": 6212, + "FP": 101, + "IoU": 0.007389937106918239, + "TN": 73877144, + "TP": 47, + "n_pred": 148, + "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": 3.970183918770037e-05, + "FN": 61237, + "FP": 39510, + "IoU": 1.9851313660681497e-05, + "TN": 73782755, + "TP": 2, + "n_pred": 39512, + "n_ref": 61239 + }, + "14": { + "Dice": 0.16101052443810204, + "FN": 65037, + "FP": 311233, + "IoU": 0.08755380418308578, + "TN": 73471129, + "TP": 36105, + "n_pred": 347338, + "n_ref": 101142 + }, + "15": { + "Dice": 0.32722586255085245, + "FN": 169490, + "FP": 47150, + "IoU": 0.1956186763204307, + "TN": 73614179, + "TP": 52685, + "n_pred": 99835, + "n_ref": 222175 + }, + "2": { + "Dice": 0.04594163165090659, + "FN": 184632, + "FP": 81930, + "IoU": 0.023510879917942706, + "TN": 73610524, + "TP": 6418, + "n_pred": 88348, + "n_ref": 191050 + }, + "3": { + "Dice": 0.031232851999128036, + "FN": 183376, + "FP": 74380, + "IoU": 0.01586416759891719, + "TN": 73621593, + "TP": 4155, + "n_pred": 78535, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 11194, + "IoU": 0.0, + "TN": 73824422, + "TP": 0, + "n_pred": 11194, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 4372, + "IoU": 0.0, + "TN": 73864004, + "TP": 0, + "n_pred": 4372, + "n_ref": 15128 + }, + "6": { + "Dice": 0.16799123361556892, + "FN": 1503489, + "FP": 456192, + "IoU": 0.09169783283685304, + "TN": 71725983, + "TP": 197840, + "n_pred": 654032, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.01799341685393693, + "FN": 170273, + "FP": 83614, + "IoU": 0.009078384000811825, + "TN": 73627291, + "TP": 2326, + "n_pred": 85940, + "n_ref": 172599 + }, + "8": { + "Dice": 0.008063280989576295, + "FN": 78552, + "FP": 141652, + "IoU": 0.004047960415922279, + "TN": 73662405, + "TP": 895, + "n_pred": 142547, + "n_ref": 79447 + }, + "9": { + "Dice": 0.27549109867488697, + "FN": 63549, + "FP": 76529, + "IoU": 0.15975046487913142, + "TN": 73716794, + "TP": 26632, + "n_pred": 103161, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04119919430956806, + "FN": 180991, + "FP": 114614, + "IoU": 0.021032865715534713, + "TN": 69193820, + "TP": 6351, + "n_pred": 120965, + "n_ref": 187342 + }, + "10": { + "Dice": 0.047252157799775686, + "FN": 63597, + "FP": 92707, + "IoU": 0.02419777750031215, + "TN": 69335596, + "TP": 3876, + "n_pred": 96583, + "n_ref": 67473 + }, + "11": { + "Dice": 0.2692457991402892, + "FN": 2772, + "FP": 968, + "IoU": 0.1555655904267329, + "TN": 69491347, + "TP": 689, + "n_pred": 1657, + "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": 0.2958224563548991, + "FN": 58950, + "FP": 30877, + "IoU": 0.17358664151984912, + "TN": 69387081, + "TP": 18868, + "n_pred": 49745, + "n_ref": 77818 + }, + "14": { + "Dice": 0.28574435910840407, + "FN": 110314, + "FP": 93261, + "IoU": 0.16668713364115664, + "TN": 69251480, + "TP": 40721, + "n_pred": 133982, + "n_ref": 151035 + }, + "15": { + "Dice": 0.0024919062101442166, + "FN": 93869, + "FP": 7807, + "IoU": 0.0012475074408416255, + "TN": 69393973, + "TP": 127, + "n_pred": 7934, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 25292, + "IoU": 0.0, + "TN": 69320334, + "TP": 0, + "n_pred": 25292, + "n_ref": 150150 + }, + "3": { + "Dice": 0.07828062549590707, + "FN": 164627, + "FP": 22400, + "IoU": 0.04073468089798891, + "TN": 69300807, + "TP": 7942, + "n_pred": 30342, + "n_ref": 172569 + }, + "4": { + "Dice": 0.07009273966285802, + "FN": 35751, + "FP": 547, + "IoU": 0.03631922688897148, + "TN": 69458110, + "TP": 1368, + "n_pred": 1915, + "n_ref": 37119 + }, + "5": { + "Dice": 0.055539835886656695, + "FN": 18406, + "FP": 4959, + "IoU": 0.028563113254615, + "TN": 69471724, + "TP": 687, + "n_pred": 5646, + "n_ref": 19093 + }, + "6": { + "Dice": 0.5379489957385264, + "FN": 844880, + "FP": 194050, + "IoU": 0.3679413332165254, + "TN": 67852052, + "TP": 604794, + "n_pred": 798844, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.30612207790633544, + "FN": 237229, + "FP": 106226, + "IoU": 0.1807226329084937, + "TN": 69076559, + "TP": 75762, + "n_pred": 181988, + "n_ref": 312991 + }, + "8": { + "Dice": 0.27888408838415013, + "FN": 32204, + "FP": 259884, + "IoU": 0.16203678468251623, + "TN": 69147207, + "TP": 56481, + "n_pred": 316365, + "n_ref": 88685 + }, + "9": { + "Dice": 0.29771241035614443, + "FN": 49753, + "FP": 94690, + "IoU": 0.17488960864622785, + "TN": 69320717, + "TP": 30616, + "n_pred": 125306, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.196919765142674, + "FN": 169845, + "FP": 95777, + "IoU": 0.10921297973090802, + "TN": 50535364, + "TP": 32566, + "n_pred": 128343, + "n_ref": 202411 + }, + "10": { + "Dice": 0.24263395509088748, + "FN": 51333, + "FP": 101661, + "IoU": 0.13806682779251947, + "TN": 50656051, + "TP": 24507, + "n_pred": 126168, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0027929060187124703, + "FN": 6719, + "FP": 422, + "IoU": 0.0013984058173682002, + "TN": 50826401, + "TP": 10, + "n_pred": 432, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 48, + "IoU": 0.0, + "TN": 50827205, + "TP": 0, + "n_pred": 48, + "n_ref": 6299 + }, + "13": { + "Dice": 0.21711318347618278, + "FN": 36180, + "FP": 50960, + "IoU": 0.12177620108241033, + "TN": 50734329, + "TP": 12083, + "n_pred": 63043, + "n_ref": 48263 + }, + "14": { + "Dice": 0.018511363827249668, + "FN": 48533, + "FP": 185183, + "IoU": 0.0093421498813157, + "TN": 50597632, + "TP": 2204, + "n_pred": 187387, + "n_ref": 50737 + }, + "15": { + "Dice": 0.003983944404505152, + "FN": 34623, + "FP": 31879, + "IoU": 0.0019959480753357845, + "TN": 50766917, + "TP": 133, + "n_pred": 32012, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 43013, + "IoU": 0.0, + "TN": 50578469, + "TP": 0, + "n_pred": 43013, + "n_ref": 212070 + }, + "3": { + "Dice": 0.025205517869975987, + "FN": 200259, + "FP": 22193, + "IoU": 0.012763615706880636, + "TN": 50608224, + "TP": 2876, + "n_pred": 25069, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0786211517700927, + "FN": 16909, + "FP": 7842, + "IoU": 0.040919130468477546, + "TN": 50807745, + "TP": 1056, + "n_pred": 8898, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0009904667574594528, + "FN": 12836, + "FP": 3302, + "IoU": 0.0004954787563483216, + "TN": 50817406, + "TP": 8, + "n_pred": 3310, + "n_ref": 12844 + }, + "6": { + "Dice": 0.3567904636339812, + "FN": 1666771, + "FP": 242711, + "IoU": 0.21713022943076898, + "TN": 48394472, + "TP": 529598, + "n_pred": 772309, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.35415301011293865, + "FN": 157588, + "FP": 100548, + "IoU": 0.21517979027761308, + "TN": 50504641, + "TP": 70775, + "n_pred": 171323, + "n_ref": 228363 + }, + "8": { + "Dice": 0.33757023235123884, + "FN": 36144, + "FP": 225947, + "IoU": 0.20305834202468445, + "TN": 50504681, + "TP": 66780, + "n_pred": 292727, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3303964162708507, + "FN": 78425, + "FP": 70304, + "IoU": 0.19788913936857547, + "TN": 50648130, + "TP": 36693, + "n_pred": 106997, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00372029813348056, + "FN": 211515, + "FP": 23074, + "IoU": 0.0018636156696890144, + "TN": 76649833, + "TP": 438, + "n_pred": 23512, + "n_ref": 211953 + }, + "10": { + "Dice": 0.07902284801668785, + "FN": 60110, + "FP": 52916, + "IoU": 0.04113679745493107, + "TN": 76766985, + "TP": 4849, + "n_pred": 57765, + "n_ref": 64959 + }, + "11": { + "Dice": 0.2733110711533522, + "FN": 2342, + "FP": 487, + "IoU": 0.15828622433799464, + "TN": 76881499, + "TP": 532, + "n_pred": 1019, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 1, + "IoU": 0.0, + "TN": 76882250, + "TP": 0, + "n_pred": 1, + "n_ref": 2609 + }, + "13": { + "Dice": 0.007016205910390849, + "FN": 42599, + "FP": 9483, + "IoU": 0.0035204530670034056, + "TN": 76832594, + "TP": 184, + "n_pred": 9667, + "n_ref": 42783 + }, + "14": { + "Dice": 0.2039971057162105, + "FN": 61069, + "FP": 98446, + "IoU": 0.11358395154344142, + "TN": 76704905, + "TP": 20440, + "n_pred": 118886, + "n_ref": 81509 + }, + "15": { + "Dice": 0.2890244606531822, + "FN": 32506, + "FP": 4437, + "IoU": 0.16892378295689733, + "TN": 76840408, + "TP": 7509, + "n_pred": 11946, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5338666970361302, + "FN": 47644, + "FP": 50588, + "IoU": 0.3641324400427226, + "TN": 76730375, + "TP": 56253, + "n_pred": 106841, + "n_ref": 103897 + }, + "3": { + "Dice": 0.180450706984489, + "FN": 84514, + "FP": 32625, + "IoU": 0.09917329949628946, + "TN": 76754825, + "TP": 12896, + "n_pred": 45521, + "n_ref": 97410 + }, + "4": { + "Dice": 0.32501025916222104, + "FN": 19734, + "FP": 1649, + "IoU": 0.1940371640722174, + "TN": 76858329, + "TP": 5148, + "n_pred": 6797, + "n_ref": 24882 + }, + "5": { + "Dice": 0.1645903803316558, + "FN": 13760, + "FP": 6492, + "IoU": 0.08967501236121725, + "TN": 76862613, + "TP": 1995, + "n_pred": 8487, + "n_ref": 15755 + }, + "6": { + "Dice": 0.5465992041209932, + "FN": 593702, + "FP": 297742, + "IoU": 0.37608291234656555, + "TN": 75456074, + "TP": 537342, + "n_pred": 835084, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.1275324414042853, + "FN": 142139, + "FP": 118057, + "IoU": 0.0681092929054163, + "TN": 76605647, + "TP": 19017, + "n_pred": 137074, + "n_ref": 161156 + }, + "8": { + "Dice": 0.34392187432332944, + "FN": 29657, + "FP": 152137, + "IoU": 0.207672493821995, + "TN": 76655417, + "TP": 47649, + "n_pred": 199786, + "n_ref": 77306 + }, + "9": { + "Dice": 0.23572161340734987, + "FN": 67181, + "FP": 92249, + "IoU": 0.13360794713503174, + "TN": 76700844, + "TP": 24586, + "n_pred": 116835, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 124573, + "FP": 2116, + "IoU": 0.0, + "TN": 130873243, + "TP": 0, + "n_pred": 2116, + "n_ref": 124573 + }, + "10": { + "Dice": 0.05759752659816313, + "FN": 54396, + "FP": 49240, + "IoU": 0.029652725110717863, + "TN": 130893129, + "TP": 3167, + "n_pred": 52407, + "n_ref": 57563 + }, + "11": { + "Dice": 0.3062767834635745, + "FN": 4353, + "FP": 1151, + "IoU": 0.18083048072629856, + "TN": 130993213, + "TP": 1215, + "n_pred": 2366, + "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": 0.004776202455339029, + "FN": 78211, + "FP": 7638, + "IoU": 0.0023938179071524026, + "TN": 130913877, + "TP": 206, + "n_pred": 7844, + "n_ref": 78417 + }, + "14": { + "Dice": 0.029379055971830593, + "FN": 930314, + "FP": 114409, + "IoU": 0.014908527213648973, + "TN": 129939398, + "TP": 15811, + "n_pred": 130220, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 47276, + "IoU": 0.0, + "TN": 130927346, + "TP": 0, + "n_pred": 47276, + "n_ref": 25310 + }, + "2": { + "Dice": 0.30554781620211974, + "FN": 164022, + "FP": 85228, + "IoU": 0.18032247774456317, + "TN": 130695849, + "TP": 54833, + "n_pred": 140061, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0209237867888556, + "FN": 279123, + "FP": 87543, + "IoU": 0.010572501780972734, + "TN": 130629348, + "TP": 3918, + "n_pred": 91461, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 924, + "IoU": 0.0, + "TN": 130996728, + "TP": 0, + "n_pred": 924, + "n_ref": 2280 + }, + "5": { + "Dice": 0.11483314705412742, + "FN": 21921, + "FP": 5798, + "IoU": 0.06091404953077887, + "TN": 130970415, + "TP": 1798, + "n_pred": 7596, + "n_ref": 23719 + }, + "6": { + "Dice": 0.3915310117159748, + "FN": 1060506, + "FP": 221613, + "IoU": 0.24341843987534675, + "TN": 129305311, + "TP": 412502, + "n_pred": 634115, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.07656007106373529, + "FN": 194414, + "FP": 38448, + "IoU": 0.03980372348102179, + "TN": 130757417, + "TP": 9653, + "n_pred": 48101, + "n_ref": 204067 + }, + "8": { + "Dice": 0.019231335157882345, + "FN": 123409, + "FP": 143211, + "IoU": 0.009709026348826671, + "TN": 130730698, + "TP": 2614, + "n_pred": 145825, + "n_ref": 126023 + }, + "9": { + "Dice": 0.21052500093683252, + "FN": 40365, + "FP": 86041, + "IoU": 0.11764623760993997, + "TN": 130856672, + "TP": 16854, + "n_pred": 102895, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 15146, + "IoU": 0.0, + "TN": 74354135, + "TP": 0, + "n_pred": 15146, + "n_ref": 57417 + }, + "10": { + "Dice": 0.1985061918670446, + "FN": 69566, + "FP": 4799, + "IoU": 0.1101897719386412, + "TN": 74343124, + "TP": 9209, + "n_pred": 14008, + "n_ref": 78775 + }, + "11": { + "Dice": 0.15072083879423329, + "FN": 2158, + "FP": 434, + "IoU": 0.0815024805102764, + "TN": 74423876, + "TP": 230, + "n_pred": 664, + "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": 0.004290311047550947, + "FN": 103087, + "FP": 8313, + "IoU": 0.002149767108563239, + "TN": 74315058, + "TP": 240, + "n_pred": 8553, + "n_ref": 103327 + }, + "14": { + "Dice": 0.13618124611002916, + "FN": 147155, + "FP": 154018, + "IoU": 0.07306571297547343, + "TN": 74101785, + "TP": 23740, + "n_pred": 177758, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2786211745062284, + "FN": 15877, + "FP": 16958, + "IoU": 0.1618593016132326, + "TN": 74387522, + "TP": 6341, + "n_pred": 23299, + "n_ref": 22218 + }, + "2": { + "Dice": 0.3415791392597254, + "FN": 84557, + "FP": 47274, + "IoU": 0.20596649942479237, + "TN": 74260671, + "TP": 34196, + "n_pred": 81470, + "n_ref": 118753 + }, + "3": { + "Dice": 0.01258989762247229, + "FN": 130077, + "FP": 44976, + "IoU": 0.006334826218006573, + "TN": 74250529, + "TP": 1116, + "n_pred": 46092, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4468, + "IoU": 0.0, + "TN": 74422230, + "TP": 0, + "n_pred": 4468, + "n_ref": 0 + }, + "6": { + "Dice": 0.4423316883127146, + "FN": 607704, + "FP": 97989, + "IoU": 0.2839703966459814, + "TN": 73441134, + "TP": 279871, + "n_pred": 377860, + "n_ref": 887575 + }, + "7": { + "Dice": 0.0643656380797045, + "FN": 145146, + "FP": 10886, + "IoU": 0.03325299413255348, + "TN": 74265299, + "TP": 5367, + "n_pred": 16253, + "n_ref": 150513 + }, + "8": { + "Dice": 0.18204768761377982, + "FN": 28882, + "FP": 100069, + "IoU": 0.10013886853546032, + "TN": 74283397, + "TP": 14350, + "n_pred": 114419, + "n_ref": 43232 + }, + "9": { + "Dice": 0.3092778421558717, + "FN": 14956, + "FP": 69089, + "IoU": 0.18292647359057368, + "TN": 74323837, + "TP": 18816, + "n_pred": 87905, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28610361324670974, + "FN": 101978, + "FP": 89771, + "IoU": 0.16693168586969745, + "TN": 106416516, + "TP": 38423, + "n_pred": 128194, + "n_ref": 140401 + }, + "10": { + "Dice": 0.2793650289831497, + "FN": 64137, + "FP": 117494, + "IoU": 0.16236158958111394, + "TN": 106429851, + "TP": 35206, + "n_pred": 152700, + "n_ref": 99343 + }, + "11": { + "Dice": 0.3148014440433213, + "FN": 3561, + "FP": 1184, + "IoU": 0.1868037703513282, + "TN": 106640853, + "TP": 1090, + "n_pred": 2274, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 8, + "IoU": 0.0, + "TN": 106641210, + "TP": 0, + "n_pred": 8, + "n_ref": 5470 + }, + "13": { + "Dice": 0.2951068857352108, + "FN": 30265, + "FP": 20746, + "IoU": 0.1730940686346026, + "TN": 106584999, + "TP": 10678, + "n_pred": 31424, + "n_ref": 40943 + }, + "14": { + "Dice": 0.027696153742888766, + "FN": 65613, + "FP": 260312, + "IoU": 0.01404253903142177, + "TN": 106316121, + "TP": 4642, + "n_pred": 264954, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4918458379552052, + "FN": 16141, + "FP": 5390, + "IoU": 0.32612437795374166, + "TN": 106614737, + "TP": 10420, + "n_pred": 15810, + "n_ref": 26561 + }, + "2": { + "Dice": 0.30386652808420045, + "FN": 147351, + "FP": 32816, + "IoU": 0.17915248600157638, + "TN": 106427199, + "TP": 39322, + "n_pred": 72138, + "n_ref": 186673 + }, + "3": { + "Dice": 0.07191186936778901, + "FN": 143318, + "FP": 41856, + "IoU": 0.037296982552457, + "TN": 106454340, + "TP": 7174, + "n_pred": 49030, + "n_ref": 150492 + }, + "4": { + "Dice": 0.5463040700857821, + "FN": 2600, + "FP": 9829, + "IoU": 0.37580353555644835, + "TN": 106626776, + "TP": 7483, + "n_pred": 17312, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 3795, + "IoU": 0.0, + "TN": 106638451, + "TP": 0, + "n_pred": 3795, + "n_ref": 4442 + }, + "6": { + "Dice": 0.6337775209813723, + "FN": 619946, + "FP": 134313, + "IoU": 0.4638904210071419, + "TN": 105239776, + "TP": 652653, + "n_pred": 786966, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.2682331946367372, + "FN": 264092, + "FP": 132841, + "IoU": 0.15488990423307686, + "TN": 106177006, + "TP": 72749, + "n_pred": 205590, + "n_ref": 336841 + }, + "8": { + "Dice": 0.2652353109133117, + "FN": 28300, + "FP": 208450, + "IoU": 0.15289411444785156, + "TN": 106367207, + "TP": 42731, + "n_pred": 251181, + "n_ref": 71031 + }, + "9": { + "Dice": 0.2573399186266617, + "FN": 55515, + "FP": 115152, + "IoU": 0.14767074851675024, + "TN": 106446452, + "TP": 29569, + "n_pred": 144721, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.061467517461771475, + "FN": 148839, + "FP": 31485, + "IoU": 0.03170827314757637, + "TN": 107940699, + "TP": 5905, + "n_pred": 37390, + "n_ref": 154744 + }, + "10": { + "Dice": 0.40553931680928373, + "FN": 48606, + "FP": 46777, + "IoU": 0.25434262574461763, + "TN": 107999010, + "TP": 32535, + "n_pred": 79312, + "n_ref": 81141 + }, + "11": { + "Dice": 0.29223895416184015, + "FN": 2154, + "FP": 2123, + "IoU": 0.17112403100775195, + "TN": 108121768, + "TP": 883, + "n_pred": 3006, + "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": 0.032251510452868525, + "FN": 75914, + "FP": 14585, + "IoU": 0.016390057278250568, + "TN": 108034921, + "TP": 1508, + "n_pred": 16093, + "n_ref": 77422 + }, + "14": { + "Dice": 0.13392486343161997, + "FN": 23124, + "FP": 193762, + "IoU": 0.07176820525989172, + "TN": 107893273, + "TP": 16769, + "n_pred": 210531, + "n_ref": 39893 + }, + "15": { + "Dice": 0.3175185456916932, + "FN": 19441, + "FP": 14047, + "IoU": 0.18872038373952227, + "TN": 108085650, + "TP": 7790, + "n_pred": 21837, + "n_ref": 27231 + }, + "2": { + "Dice": 0.14980328896621925, + "FN": 169132, + "FP": 72255, + "IoU": 0.08096614163934926, + "TN": 107864275, + "TP": 21266, + "n_pred": 93521, + "n_ref": 190398 + }, + "3": { + "Dice": 0.11911811535777442, + "FN": 182655, + "FP": 77369, + "IoU": 0.06333099187694746, + "TN": 107849323, + "TP": 17581, + "n_pred": 94950, + "n_ref": 200236 + }, + "4": { + "Dice": 0.12345821993166947, + "FN": 30111, + "FP": 15300, + "IoU": 0.06579028574955255, + "TN": 108078319, + "TP": 3198, + "n_pred": 18498, + "n_ref": 33309 + }, + "5": { + "Dice": 0.07447056085641145, + "FN": 3557, + "FP": 4397, + "IoU": 0.0386753686246072, + "TN": 108118654, + "TP": 320, + "n_pred": 4717, + "n_ref": 3877 + }, + "6": { + "Dice": 0.5103378182036862, + "FN": 923537, + "FP": 143124, + "IoU": 0.3425862752240201, + "TN": 106504417, + "TP": 555850, + "n_pred": 698974, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.26150790419053305, + "FN": 198585, + "FP": 127861, + "IoU": 0.1504222566331377, + "TN": 107742683, + "TP": 57799, + "n_pred": 185660, + "n_ref": 256384 + }, + "8": { + "Dice": 0.14624889673433364, + "FN": 26601, + "FP": 166859, + "IoU": 0.07889349140598963, + "TN": 107916898, + "TP": 16570, + "n_pred": 183429, + "n_ref": 43171 + }, + "9": { + "Dice": 0.255509763764928, + "FN": 31421, + "FP": 145251, + "IoU": 0.14646672045374393, + "TN": 107919939, + "TP": 30317, + "n_pred": 175568, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07640607021338587, + "FN": 116757, + "FP": 70268, + "IoU": 0.03972047791909058, + "TN": 62375399, + "TP": 7736, + "n_pred": 78004, + "n_ref": 124493 + }, + "10": { + "Dice": 0.24118611358967443, + "FN": 47523, + "FP": 25613, + "IoU": 0.1371299802970776, + "TN": 62485401, + "TP": 11623, + "n_pred": 37236, + "n_ref": 59146 + }, + "11": { + "Dice": 0.2088202035431587, + "FN": 1775, + "FP": 324, + "IoU": 0.11658249158249158, + "TN": 62567784, + "TP": 277, + "n_pred": 601, + "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": 0.06059623452161401, + "FN": 40214, + "FP": 6139, + "IoU": 0.031244775121217188, + "TN": 62522312, + "TP": 1495, + "n_pred": 7634, + "n_ref": 41709 + }, + "14": { + "Dice": 0.45140245317716793, + "FN": 228023, + "FP": 79241, + "IoU": 0.2914911328016012, + "TN": 62136483, + "TP": 126413, + "n_pred": 205654, + "n_ref": 354436 + }, + "15": { + "Dice": 0.0, + "FN": 91339, + "FP": 26279, + "IoU": 0.0, + "TN": 62452542, + "TP": 0, + "n_pred": 26279, + "n_ref": 91339 + }, + "2": { + "Dice": 0.362322016961556, + "FN": 118244, + "FP": 53417, + "IoU": 0.22124130672461428, + "TN": 62349731, + "TP": 48768, + "n_pred": 102185, + "n_ref": 167012 + }, + "3": { + "Dice": 0.02784887367154262, + "FN": 196882, + "FP": 32534, + "IoU": 0.014121064709370783, + "TN": 62337458, + "TP": 3286, + "n_pred": 35820, + "n_ref": 200168 + }, + "4": { + "Dice": 0.5687972002210352, + "FN": 12672, + "FP": 3715, + "IoU": 0.39742599742599743, + "TN": 62542965, + "TP": 10808, + "n_pred": 14523, + "n_ref": 23480 + }, + "5": { + "Dice": 0.12257986447241045, + "FN": 7162, + "FP": 7340, + "IoU": 0.06529165323880116, + "TN": 62554645, + "TP": 1013, + "n_pred": 8353, + "n_ref": 8175 + }, + "6": { + "Dice": 0.4521709394443763, + "FN": 989461, + "FP": 144761, + "IoU": 0.2921323490864428, + "TN": 60967852, + "TP": 468086, + "n_pred": 612847, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.2026822409690677, + "FN": 162098, + "FP": 36946, + "IoU": 0.11276928631604284, + "TN": 62345817, + "TP": 25299, + "n_pred": 62245, + "n_ref": 187397 + }, + "8": { + "Dice": 0.16771626429965183, + "FN": 48206, + "FP": 169328, + "IoU": 0.09153400263935987, + "TN": 62330708, + "TP": 21918, + "n_pred": 191246, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4233758500736469, + "FN": 22577, + "FP": 51021, + "IoU": 0.2685331504616516, + "TN": 62469543, + "TP": 27019, + "n_pred": 78040, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20337999521416608, + "FN": 246711, + "FP": 19615, + "IoU": 0.11320145310216001, + "TN": 55080925, + "TP": 33997, + "n_pred": 53612, + "n_ref": 280708 + }, + "10": { + "Dice": 0.31997580717806173, + "FN": 51704, + "FP": 53984, + "IoU": 0.19045904728347873, + "TN": 55250695, + "TP": 24865, + "n_pred": 78849, + "n_ref": 76569 + }, + "11": { + "Dice": 0.2803809523809524, + "FN": 3591, + "FP": 187, + "IoU": 0.1630482941958352, + "TN": 55376734, + "TP": 736, + "n_pred": 923, + "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": 0.2579184436245148, + "FN": 44106, + "FP": 17840, + "IoU": 0.14805187660739091, + "TN": 55308537, + "TP": 10765, + "n_pred": 28605, + "n_ref": 54871 + }, + "14": { + "Dice": 0.3822113506259661, + "FN": 38935, + "FP": 142908, + "IoU": 0.23625542852822834, + "TN": 55143154, + "TP": 56251, + "n_pred": 199159, + "n_ref": 95186 + }, + "15": { + "Dice": 0.20174141309572227, + "FN": 76946, + "FP": 9416, + "IoU": 0.11218709843227961, + "TN": 55283973, + "TP": 10913, + "n_pred": 20329, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4180111914199114, + "FN": 123654, + "FP": 76038, + "IoU": 0.2642314466150343, + "TN": 55109842, + "TP": 71714, + "n_pred": 147752, + "n_ref": 195368 + }, + "3": { + "Dice": 0.0005059093017046333, + "FN": 183835, + "FP": 29534, + "IoU": 0.00025301865309737, + "TN": 55167825, + "TP": 54, + "n_pred": 29588, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 2186, + "IoU": 0.0, + "TN": 55371653, + "TP": 0, + "n_pred": 2186, + "n_ref": 7409 + }, + "5": { + "Dice": 0.2994427504994217, + "FN": 4216, + "FP": 2447, + "IoU": 0.17608507481142574, + "TN": 55373161, + "TP": 1424, + "n_pred": 3871, + "n_ref": 5640 + }, + "6": { + "Dice": 0.4386413050727634, + "FN": 1038422, + "FP": 139944, + "IoU": 0.2809356405404366, + "TN": 53742499, + "TP": 460383, + "n_pred": 600327, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.0913475254384654, + "FN": 165167, + "FP": 35488, + "IoU": 0.047859695075946306, + "TN": 55170507, + "TP": 10086, + "n_pred": 45574, + "n_ref": 175253 + }, + "8": { + "Dice": 0.11483569643960383, + "FN": 32275, + "FP": 195530, + "IoU": 0.06091548424862521, + "TN": 55138666, + "TP": 14777, + "n_pred": 210307, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5630712462977231, + "FN": 11088, + "FP": 50723, + "IoU": 0.3918574562913842, + "TN": 55279609, + "TP": 39828, + "n_pred": 90551, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16187917312887276, + "FN": 255391, + "FP": 89924, + "IoU": 0.08806775417719714, + "TN": 110767952, + "TP": 33348, + "n_pred": 123272, + "n_ref": 288739 + }, + "10": { + "Dice": 0.21926072538169847, + "FN": 59232, + "FP": 104863, + "IoU": 0.1231290444968125, + "TN": 110959478, + "TP": 23042, + "n_pred": 127905, + "n_ref": 82274 + }, + "11": { + "Dice": 0.5589505147791431, + "FN": 1951, + "FP": 705, + "IoU": 0.387877391103941, + "TN": 111142276, + "TP": 1683, + "n_pred": 2388, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 162, + "IoU": 0.0, + "TN": 111143349, + "TP": 0, + "n_pred": 162, + "n_ref": 3104 + }, + "13": { + "Dice": 0.0715036557733187, + "FN": 59533, + "FP": 19963, + "IoU": 0.03707741318119602, + "TN": 111064058, + "TP": 3061, + "n_pred": 23024, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0, + "FN": 41116, + "FP": 126538, + "IoU": 0.0, + "TN": 110978961, + "TP": 0, + "n_pred": 126538, + "n_ref": 41116 + }, + "15": { + "Dice": 0.19218940148246488, + "FN": 21021, + "FP": 15488, + "IoU": 0.10631058454910408, + "TN": 111105763, + "TP": 4343, + "n_pred": 19831, + "n_ref": 25364 + }, + "2": { + "Dice": 0.2801720698435267, + "FN": 117265, + "FP": 81193, + "IoU": 0.16290703559979755, + "TN": 110909535, + "TP": 38622, + "n_pred": 119815, + "n_ref": 155887 + }, + "3": { + "Dice": 0.07932717108455833, + "FN": 234181, + "FP": 6760, + "IoU": 0.04130176149227482, + "TN": 110895294, + "TP": 10380, + "n_pred": 17140, + "n_ref": 244561 + }, + "4": { + "Dice": 0.39378019606923403, + "FN": 10443, + "FP": 15405, + "IoU": 0.2451595946616827, + "TN": 111112372, + "TP": 8395, + "n_pred": 23800, + "n_ref": 18838 + }, + "5": { + "Dice": 0.10722190343470776, + "FN": 4113, + "FP": 6778, + "IoU": 0.056647899523603294, + "TN": 111135070, + "TP": 654, + "n_pred": 7432, + "n_ref": 4767 + }, + "6": { + "Dice": 0.5878428191403567, + "FN": 857075, + "FP": 190603, + "IoU": 0.41627293838672436, + "TN": 109351807, + "TP": 747130, + "n_pred": 937733, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.06912264415019329, + "FN": 359192, + "FP": 166238, + "IoU": 0.03579856791047789, + "TN": 110601677, + "TP": 19508, + "n_pred": 185746, + "n_ref": 378700 + }, + "8": { + "Dice": 0.29807991033968134, + "FN": 29218, + "FP": 212531, + "IoU": 0.17514330558209362, + "TN": 110853535, + "TP": 51331, + "n_pred": 263862, + "n_ref": 80549 + }, + "9": { + "Dice": 0.26526290494570687, + "FN": 29361, + "FP": 117402, + "IoU": 0.15291245324837235, + "TN": 110973359, + "TP": 26493, + "n_pred": 143895, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2514014004481942, + "FN": 162590, + "FP": 73250, + "IoU": 0.14377307662984087, + "TN": 96845584, + "TP": 39601, + "n_pred": 112851, + "n_ref": 202191 + }, + "10": { + "Dice": 0.15204646093997876, + "FN": 57868, + "FP": 126539, + "IoU": 0.08227829202747089, + "TN": 96920085, + "TP": 16533, + "n_pred": 143072, + "n_ref": 74401 + }, + "11": { + "Dice": 0.49730963639328224, + "FN": 2387, + "FP": 696, + "IoU": 0.3309461805555556, + "TN": 97116417, + "TP": 1525, + "n_pred": 2221, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 14, + "IoU": 0.0, + "TN": 97115728, + "TP": 0, + "n_pred": 14, + "n_ref": 5283 + }, + "13": { + "Dice": 0.23919234388941174, + "FN": 41586, + "FP": 20661, + "IoU": 0.1358424033762772, + "TN": 97048993, + "TP": 9785, + "n_pred": 30446, + "n_ref": 51371 + }, + "14": { + "Dice": 0.3265549064137903, + "FN": 76797, + "FP": 156281, + "IoU": 0.19513930135226598, + "TN": 96831437, + "TP": 56510, + "n_pred": 212791, + "n_ref": 133307 + }, + "15": { + "Dice": 0.033928241900192446, + "FN": 67212, + "FP": 6080, + "IoU": 0.01725686855549149, + "TN": 97046446, + "TP": 1287, + "n_pred": 7367, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4388649705033536, + "FN": 107099, + "FP": 47088, + "IoU": 0.28111916151471916, + "TN": 96906543, + "TP": 60295, + "n_pred": 107383, + "n_ref": 167394 + }, + "3": { + "Dice": 0.15358310175519432, + "FN": 198511, + "FP": 36627, + "IoU": 0.08317899489610911, + "TN": 96864554, + "TP": 21333, + "n_pred": 57960, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6606649133454717, + "FN": 7436, + "FP": 2628, + "IoU": 0.4932782840743165, + "TN": 97101164, + "TP": 9797, + "n_pred": 12425, + "n_ref": 17233 + }, + "5": { + "Dice": 0.1928215437450266, + "FN": 10156, + "FP": 9117, + "IoU": 0.10669756662804171, + "TN": 97099450, + "TP": 2302, + "n_pred": 11419, + "n_ref": 12458 + }, + "6": { + "Dice": 0.5173801440058864, + "FN": 972410, + "FP": 175441, + "IoU": 0.3489634527111989, + "TN": 95357912, + "TP": 615262, + "n_pred": 790703, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.17327370855821125, + "FN": 284627, + "FP": 117472, + "IoU": 0.09485477346551503, + "TN": 96676788, + "TP": 42138, + "n_pred": 159610, + "n_ref": 326765 + }, + "8": { + "Dice": 0.26458086020095795, + "FN": 45614, + "FP": 257325, + "IoU": 0.1524593420305344, + "TN": 96763592, + "TP": 54494, + "n_pred": 311819, + "n_ref": 100108 + }, + "9": { + "Dice": 0.3933006800319669, + "FN": 55336, + "FP": 68407, + "IoU": 0.24478797939604033, + "TN": 96957173, + "TP": 40109, + "n_pred": 108516, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.030999366002668997, + "FN": 193640, + "FP": 24921, + "IoU": 0.015743705444998358, + "TN": 78834348, + "TP": 3496, + "n_pred": 28417, + "n_ref": 197136 + }, + "10": { + "Dice": 0.16124879047413415, + "FN": 82930, + "FP": 21955, + "IoU": 0.08769472979202728, + "TN": 78941438, + "TP": 10082, + "n_pred": 32037, + "n_ref": 93012 + }, + "11": { + "Dice": 0.25859085290482076, + "FN": 2486, + "FP": 513, + "IoU": 0.14849517319704714, + "TN": 79052883, + "TP": 523, + "n_pred": 1036, + "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": 0.03677454245296445, + "FN": 64183, + "FP": 3499, + "IoU": 0.01873169600139183, + "TN": 78987431, + "TP": 1292, + "n_pred": 4791, + "n_ref": 65475 + }, + "14": { + "Dice": 0.16835965088195032, + "FN": 18569, + "FP": 172191, + "IoU": 0.0919174176104042, + "TN": 78846336, + "TP": 19309, + "n_pred": 191500, + "n_ref": 37878 + }, + "15": { + "Dice": 0.3826593806921676, + "FN": 28028, + "FP": 5864, + "IoU": 0.23659789170195514, + "TN": 79012009, + "TP": 10504, + "n_pred": 16368, + "n_ref": 38532 + }, + "2": { + "Dice": 0.23883404349219525, + "FN": 90018, + "FP": 54857, + "IoU": 0.13561132192549105, + "TN": 78888801, + "TP": 22729, + "n_pred": 77586, + "n_ref": 112747 + }, + "3": { + "Dice": 0.000948316737790422, + "FN": 121304, + "FP": 38828, + "IoU": 0.0004743833017077799, + "TN": 78896197, + "TP": 76, + "n_pred": 38904, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "n_ref": 8482 + }, + "5": { + "Dice": 0.005089647194910353, + "FN": 4936, + "FP": 3665, + "IoU": 0.0025513162472457383, + "TN": 79047782, + "TP": 22, + "n_pred": 3687, + "n_ref": 4958 + }, + "6": { + "Dice": 0.3289885925671977, + "FN": 1021171, + "FP": 192333, + "IoU": 0.1968799202110938, + "TN": 77545418, + "TP": 297483, + "n_pred": 489816, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.07675833022257918, + "FN": 453609, + "FP": 36095, + "IoU": 0.03991091261633412, + "TN": 78546344, + "TP": 20357, + "n_pred": 56452, + "n_ref": 473966 + }, + "8": { + "Dice": 0.08004583000788315, + "FN": 23353, + "FP": 164532, + "IoU": 0.04169153163078461, + "TN": 78860346, + "TP": 8174, + "n_pred": 172706, + "n_ref": 31527 + }, + "9": { + "Dice": 0.3410639119913781, + "FN": 37746, + "FP": 91872, + "IoU": 0.20559195405821173, + "TN": 78893242, + "TP": 33545, + "n_pred": 125417, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05820434573675205, + "FN": 223913, + "FP": 83782, + "IoU": 0.029974495827593057, + "TN": 122394737, + "TP": 9508, + "n_pred": 93290, + "n_ref": 233421 + }, + "10": { + "Dice": 0.17791691904607626, + "FN": 85135, + "FP": 148307, + "IoU": 0.0976447895849681, + "TN": 122453237, + "TP": 25261, + "n_pred": 173568, + "n_ref": 110396 + }, + "11": { + "Dice": 0.3822237242311592, + "FN": 3051, + "FP": 605, + "IoU": 0.23626488406099855, + "TN": 122707153, + "TP": 1131, + "n_pred": 1736, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 3, + "IoU": 0.0, + "TN": 122705647, + "TP": 0, + "n_pred": 3, + "n_ref": 6290 + }, + "13": { + "Dice": 0.12474678600272743, + "FN": 49089, + "FP": 17018, + "IoU": 0.06652263548815272, + "TN": 122641122, + "TP": 4711, + "n_pred": 21729, + "n_ref": 53800 + }, + "14": { + "Dice": 0.23998813695371154, + "FN": 70472, + "FP": 165289, + "IoU": 0.13635597690707146, + "TN": 122438956, + "TP": 37223, + "n_pred": 202512, + "n_ref": 107695 + }, + "15": { + "Dice": 0.5628108054077017, + "FN": 28567, + "FP": 6423, + "IoU": 0.3916052302128252, + "TN": 122654428, + "TP": 22522, + "n_pred": 28945, + "n_ref": 51089 + }, + "2": { + "Dice": 0.09160177228786251, + "FN": 126025, + "FP": 90479, + "IoU": 0.04799929645589658, + "TN": 122484520, + "TP": 10916, + "n_pred": 101395, + "n_ref": 136941 + }, + "3": { + "Dice": 0.34184490120146954, + "FN": 102846, + "FP": 62861, + "IoU": 0.20615978652971864, + "TN": 122503199, + "TP": 43034, + "n_pred": 105895, + "n_ref": 145880 + }, + "4": { + "Dice": 0.1394259571918741, + "FN": 60355, + "FP": 2849, + "IoU": 0.07493706457467361, + "TN": 122643616, + "TP": 5120, + "n_pred": 7969, + "n_ref": 65475 + }, + "5": { + "Dice": 0.009267840593141797, + "FN": 17079, + "FP": 10715, + "IoU": 0.004655493482309125, + "TN": 122684016, + "TP": 130, + "n_pred": 10845, + "n_ref": 17209 + }, + "6": { + "Dice": 0.5555345838196232, + "FN": 964690, + "FP": 229213, + "IoU": 0.38459528182310676, + "TN": 120771911, + "TP": 746126, + "n_pred": 975339, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.07885914788012763, + "FN": 535973, + "FP": 170741, + "IoU": 0.04104808233769582, + "TN": 121974975, + "TP": 30251, + "n_pred": 200992, + "n_ref": 566224 + }, + "8": { + "Dice": 0.27093644249678067, + "FN": 68596, + "FP": 296581, + "IoU": 0.15669547907655573, + "TN": 122278909, + "TP": 67854, + "n_pred": 364435, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4552372510561255, + "FN": 26469, + "FP": 89073, + "IoU": 0.29469719629591196, + "TN": 122548121, + "TP": 48277, + "n_pred": 137350, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..3e1191a993554fa4da8b0e7194ec06e1641115f4 --- /dev/null +++ b/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 414.28333333333336, + "FP": 318.59166666666664, + "IoU": NaN, + "TN": 15560.0, + "TP": 91.125, + "n_pred": 409.71666666666664, + "n_ref": 505.40833333333336 + }, + "mean": { + "1": { + "Dice": 0.09675624547933011, + "FN": 1811.875, + "FP": 954.25, + "IoU": 0.05356042872982629, + "TN": 13400.5, + "TP": 217.375, + "n_pred": 1171.625, + "n_ref": 2029.25 + }, + "10": { + "Dice": 0.2798918292447363, + "FN": 884.75, + "FP": 47.25, + "IoU": 0.16271757439640652, + "TN": 15270.875, + "TP": 181.125, + "n_pred": 228.375, + "n_ref": 1065.875 + }, + "11": { + "Dice": 0.0, + "FN": 137.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 16247.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 137.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 79.0, + "IoU": 0.0, + "TN": 16305.0, + "TP": 0.0, + "n_pred": 79.0, + "n_ref": 0.0 + }, + "13": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "14": { + "Dice": 0.8240391861341372, + "FN": 70.5, + "FP": 163.0, + "IoU": 0.7007369432874079, + "TN": 15603.75, + "TP": 546.75, + "n_pred": 709.75, + "n_ref": 617.25 + }, + "15": { + "Dice": 0.0, + "FN": 1238.375, + "FP": 0.0, + "IoU": 0.0, + "TN": 15145.625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1238.375 + }, + "2": { + "Dice": 0.16879672052085845, + "FN": 179.25, + "FP": 1176.5, + "IoU": 0.11301259283177269, + "TN": 14634.5, + "TP": 393.75, + "n_pred": 1570.25, + "n_ref": 573.0 + }, + "3": { + "Dice": 0.0, + "FN": 1158.5, + "FP": 0.5, + "IoU": 0.0, + "TN": 15225.0, + "TP": 0.0, + "n_pred": 0.5, + "n_ref": 1158.5 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 95.875, + "IoU": 0.0, + "TN": 16288.125, + "TP": 0.0, + "n_pred": 95.875, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 6.75, + "IoU": 0.0, + "TN": 16377.25, + "TP": 0.0, + "n_pred": 6.75, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.019082672665741814, + "FN": 731.125, + "FP": 1868.5, + "IoU": 0.00991921643403048, + "TN": 13756.5, + "TP": 27.875, + "n_pred": 1896.375, + "n_ref": 759.0 + }, + "7": { + "Dice": 0.0, + "FN": 2.125, + "FP": 170.375, + "IoU": 0.0, + "TN": 16211.5, + "TP": 0.0, + "n_pred": 170.375, + "n_ref": 2.125 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 216.875, + "IoU": 0.0, + "TN": 16167.125, + "TP": 0.0, + "n_pred": 216.875, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.0, + "FN": 0.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 16383.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.75 + } + }, + "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": 288, + "IoU": 0.0, + "TN": 16096, + "TP": 0, + "n_pred": 288, + "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": 4682, + "IoU": 0.0, + "TN": 11702, + "TP": 0, + "n_pred": 4682, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.2798918292447363, + "FN": 7078, + "FP": 378, + "IoU": 0.16271757439640652, + "TN": 7479, + "TP": 1449, + "n_pred": 1827, + "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": 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": 23, + "IoU": 0.0, + "TN": 16361, + "TP": 0, + "n_pred": 23, + "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": 767, + "IoU": 0.0, + "TN": 15617, + "TP": 0, + "n_pred": 767, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 16330, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "6": { + "Dice": 0.01102333272092596, + "FN": 1662, + "FP": 3721, + "IoU": 0.005542213190467393, + "TN": 10971, + "TP": 30, + "n_pred": 3751, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 1363, + "IoU": 0.0, + "TN": 15004, + "TP": 0, + "n_pred": 1363, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 15989, + "TP": 0, + "n_pred": 395, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 15288, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 16040, + "TP": 0, + "n_pred": 344, + "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": 0.5063901615625753, + "FN": 1434, + "FP": 4707, + "IoU": 0.3390377784953181, + "TN": 7093, + "TP": 3150, + "n_pred": 7857, + "n_ref": 4584 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "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": 0.08439003060778312, + "FN": 4187, + "FP": 1, + "IoU": 0.044053868979685, + "TN": 12003, + "TP": 193, + "n_pred": 194, + "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": 0, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19351249095866022, + "FN": 14495, + "FP": 0, + "IoU": 0.10712085745965258, + "TN": 150, + "TP": 1739, + "n_pred": 1739, + "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": 791, + "IoU": 0.0, + "TN": 15593, + "TP": 0, + "n_pred": 791, + "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": 1340, + "IoU": 0.0, + "TN": 15044, + "TP": 0, + "n_pred": 1340, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7634, + "IoU": 0.0, + "TN": 8750, + "TP": 0, + "n_pred": 7634, + "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": 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": 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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.8240391861341372, + "FN": 564, + "FP": 1304, + "IoU": 0.7007369432874079, + "TN": 10142, + "TP": 4374, + "n_pred": 5678, + "n_ref": 4938 + }, + "15": { + "Dice": 0.0, + "FN": 9907, + "FP": 0, + "IoU": 0.0, + "TN": 6477, + "TP": 0, + "n_pred": 0, + "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": 10429, + "IoU": 0.0, + "TN": 5955, + "TP": 0, + "n_pred": 10429, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 396.98333333333335, + "FP": 153.3, + "IoU": NaN, + "TN": 15680.466666666667, + "TP": 153.25, + "n_pred": 306.55, + "n_ref": 550.2333333333333 + }, + "mean": { + "1": { + "Dice": 0.46040812087855026, + "FN": 120.625, + "FP": 897.125, + "IoU": 0.4266262509622787, + "TN": 14257.875, + "TP": 1108.375, + "n_pred": 2005.5, + "n_ref": 1229.0 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.125, + "IoU": 0.0, + "TN": 16382.875, + "TP": 0.0, + "n_pred": 1.125, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.24370709382151032, + "FN": 100.625, + "FP": 61.375, + "IoU": 0.1920649233543733, + "TN": 16062.25, + "TP": 159.75, + "n_pred": 221.125, + "n_ref": 260.375 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 483.5, + "FP": 79.0, + "IoU": 0.0, + "TN": 15821.5, + "TP": 0.0, + "n_pred": 79.0, + "n_ref": 483.5 + }, + "14": { + "Dice": 0.0, + "FN": 865.25, + "FP": 700.875, + "IoU": 0.0, + "TN": 14817.875, + "TP": 0.0, + "n_pred": 700.875, + "n_ref": 865.25 + }, + "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": 0.0015144631228229592, + "FN": 813.125, + "FP": 117.0, + "IoU": 0.0007583801001061733, + "TN": 15452.625, + "TP": 1.25, + "n_pred": 118.25, + "n_ref": 814.375 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 87.25, + "IoU": 0.0, + "TN": 16296.75, + "TP": 0.0, + "n_pred": 87.25, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 290.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 16093.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 290.875 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 16.375, + "IoU": 0.0, + "TN": 16367.625, + "TP": 0.0, + "n_pred": 16.375, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.2523410299271995, + "FN": 2719.125, + "FP": 21.375, + "IoU": 0.18116613836020065, + "TN": 13158.125, + "TP": 485.375, + "n_pred": 506.75, + "n_ref": 3204.5 + }, + "7": { + "Dice": 0.0650887573964497, + "FN": 73.75, + "FP": 268.125, + "IoU": 0.036065573770491806, + "TN": 16029.75, + "TP": 12.375, + "n_pred": 280.5, + "n_ref": 86.125 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 21.25, + "IoU": 0.0, + "TN": 16362.75, + "TP": 0.0, + "n_pred": 21.25, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.2627748113928793, + "FN": 487.875, + "FP": 28.625, + "IoU": 0.234366803248616, + "TN": 15335.875, + "TP": 531.625, + "n_pred": 560.25, + "n_ref": 1019.5 + } + }, + "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": 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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6617, + "IoU": 0.0, + "TN": 9767, + "TP": 0, + "n_pred": 6617, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "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": 15, + "IoU": 0.0, + "TN": 16369, + "TP": 0, + "n_pred": 15, + "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": 131, + "IoU": 0.0, + "TN": 16253, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 16369, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1823, + "IoU": 0.0, + "TN": 14561, + "TP": 0, + "n_pred": 1823, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.05458089668615984, + "FN": 3394, + "FP": 1, + "IoU": 0.028056112224448898, + "TN": 12891, + "TP": 98, + "n_pred": 99, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 16094, + "TP": 0, + "n_pred": 290, + "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": 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": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": 0.7311212814645309, + "FN": 805, + "FP": 135, + "IoU": 0.5761947700631199, + "TN": 14166, + "TP": 1278, + "n_pred": 1413, + "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": 0.7580258744609487, + "FN": 387, + "FP": 118, + "IoU": 0.6103395061728395, + "TN": 15088, + "TP": 791, + "n_pred": 909, + "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": 170, + "IoU": 0.0, + "TN": 16214, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "9": { + "Dice": 0.9347899538236288, + "FN": 466, + "FP": 113, + "IoU": 0.8775639670120533, + "TN": 11655, + "TP": 4150, + "n_pred": 4263, + "n_ref": 4616 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9208162417571005, + "FN": 965, + "FP": 560, + "IoU": 0.8532525019245574, + "TN": 5992, + "TP": 8867, + "n_pred": 9427, + "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": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 16261, + "TP": 0, + "n_pred": 123, + "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": 401, + "IoU": 0.0, + "TN": 15983, + "TP": 0, + "n_pred": 401, + "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": 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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 3868, + "FP": 0, + "IoU": 0.0, + "TN": 12516, + "TP": 0, + "n_pred": 0, + "n_ref": 3868 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 16208, + "TP": 0, + "n_pred": 176, + "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": 858, + "IoU": 0.0, + "TN": 15526, + "TP": 0, + "n_pred": 858, + "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": 2327, + "FP": 0, + "IoU": 0.0, + "TN": 14057, + "TP": 0, + "n_pred": 0, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.35090543259557344, + "FN": 6415, + "FP": 37, + "IoU": 0.2127867252318204, + "TN": 8188, + "TP": 1744, + "n_pred": 1781, + "n_ref": 8159 + }, + "7": { + "Dice": 0.1952662721893491, + "FN": 590, + "FP": 226, + "IoU": 0.10819672131147541, + "TN": 15469, + "TP": 99, + "n_pred": 325, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 66, + "IoU": 0.0, + "TN": 16318, + "TP": 0, + "n_pred": 66, + "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": 632, + "IoU": 0.0, + "TN": 15752, + "TP": 0, + "n_pred": 632, + "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": 0.0030289262456459185, + "FN": 6505, + "FP": 78, + "IoU": 0.0015167602002123465, + "TN": 9791, + "TP": 10, + "n_pred": 88, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 16102, + "TP": 0, + "n_pred": 282, + "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": 0.06172839506172839, + "FN": 37, + "FP": 115, + "IoU": 0.03184713375796178, + "TN": 16227, + "TP": 5, + "n_pred": 120, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 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": 5304, + "IoU": 0.0, + "TN": 11080, + "TP": 0, + "n_pred": 5304, + "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": 0.15277384257947527, + "FN": 14951, + "FP": 0, + "IoU": 0.08270446039634334, + "TN": 85, + "TP": 1348, + "n_pred": 1348, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 635.7666666666667, + "FP": 173.725, + "IoU": NaN, + "TN": 15498.625, + "TP": 75.88333333333334, + "n_pred": 249.60833333333332, + "n_ref": 711.65 + }, + "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": 0.007532956685499058, + "FN": 106.5, + "FP": 159.125, + "IoU": 0.0038095238095238095, + "TN": 16116.875, + "TP": 1.5, + "n_pred": 160.625, + "n_ref": 108.0 + }, + "11": { + "Dice": 0.14627228525121555, + "FN": 100.0, + "FP": 38.0, + "IoU": 0.1033791523482245, + "TN": 16155.75, + "TP": 90.25, + "n_pred": 128.25, + "n_ref": 190.25 + }, + "12": { + "Dice": 0.0, + "FN": 92.875, + "FP": 1.0, + "IoU": 0.0, + "TN": 16290.125, + "TP": 0.0, + "n_pred": 1.0, + "n_ref": 92.875 + }, + "13": { + "Dice": 0.1765326580141395, + "FN": 700.75, + "FP": 75.25, + "IoU": 0.10718862121988723, + "TN": 15398.875, + "TP": 209.125, + "n_pred": 284.375, + "n_ref": 909.875 + }, + "14": { + "Dice": 0.07805555555555556, + "FN": 1519.0, + "FP": 0.125, + "IoU": 0.042332027719192526, + "TN": 14724.375, + "TP": 140.5, + "n_pred": 140.625, + "n_ref": 1659.5 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 55.5, + "IoU": 0.0, + "TN": 16328.5, + "TP": 0.0, + "n_pred": 55.5, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.875, + "IoU": 0.0, + "TN": 16383.125, + "TP": 0.0, + "n_pred": 0.875, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.012263489838822705, + "FN": 348.0, + "FP": 111.625, + "IoU": 0.006207875133025896, + "TN": 15920.0, + "TP": 4.375, + "n_pred": 116.0, + "n_ref": 352.375 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 31.625, + "IoU": 0.0, + "TN": 16352.375, + "TP": 0.0, + "n_pred": 31.625, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 568.625, + "FP": 0.0, + "IoU": 0.0, + "TN": 15815.375, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 568.625 + }, + "6": { + "Dice": 0.008078910286519494, + "FN": 3117.375, + "FP": 130.25, + "IoU": 0.004122722914669223, + "TN": 13131.0, + "TP": 5.375, + "n_pred": 135.625, + "n_ref": 3122.75 + }, + "7": { + "Dice": 0.0, + "FN": 1700.5, + "FP": 671.25, + "IoU": 0.0, + "TN": 14012.25, + "TP": 0.0, + "n_pred": 671.25, + "n_ref": 1700.5 + }, + "8": { + "Dice": 0.13308237378210805, + "FN": 1131.25, + "FP": 12.375, + "IoU": 0.09067592033796017, + "TN": 15165.25, + "TP": 75.125, + "n_pred": 87.5, + "n_ref": 1206.375 + }, + "9": { + "Dice": 0.20228061477441744, + "FN": 151.625, + "FP": 1318.875, + "IoU": 0.16985845129059118, + "TN": 14301.5, + "TP": 612.0, + "n_pred": 1930.875, + "n_ref": 763.625 + } + }, + "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": 0.0, + "FN": 0, + "FP": 720, + "IoU": 0.0, + "TN": 15664, + "TP": 0, + "n_pred": 720, + "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": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 16307, + "TP": 0, + "n_pred": 77, + "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": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.02452697967764541, + "FN": 2784, + "FP": 0, + "IoU": 0.012415750266051791, + "TN": 13565, + "TP": 35, + "n_pred": 35, + "n_ref": 2819 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 16238, + "TP": 0, + "n_pred": 146, + "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": 974, + "IoU": 0.0, + "TN": 15410, + "TP": 0, + "n_pred": 974, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 17, + "IoU": 0.0, + "TN": 14516, + "TP": 0, + "n_pred": 17, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.022598870056497175, + "FN": 852, + "FP": 186, + "IoU": 0.011428571428571429, + "TN": 15334, + "TP": 12, + "n_pred": 198, + "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": 0.353065316028279, + "FN": 5606, + "FP": 525, + "IoU": 0.21437724243977446, + "TN": 8580, + "TP": 1673, + "n_pred": 2198, + "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": 194, + "IoU": 0.0, + "TN": 16170, + "TP": 0, + "n_pred": 194, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 18, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 18, + "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": 0, + "IoU": 0.0, + "TN": 14717, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 7604, + "FP": 86, + "IoU": 0.0, + "TN": 8694, + "TP": 0, + "n_pred": 86, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7064, + "IoU": 0.0, + "TN": 9320, + "TP": 0, + "n_pred": 7064, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 16348, + "TP": 0, + "n_pred": 36, + "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": 15702, + "FP": 0, + "IoU": 0.0, + "TN": 682, + "TP": 0, + "n_pred": 0, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 16346, + "TP": 0, + "n_pred": 38, + "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": 78, + "IoU": 0.0, + "TN": 16306, + "TP": 0, + "n_pred": 78, + "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": 7194, + "FP": 0, + "IoU": 0.0, + "TN": 9190, + "TP": 0, + "n_pred": 0, + "n_ref": 7194 + }, + "7": { + "Dice": 0.0, + "FN": 7652, + "FP": 4695, + "IoU": 0.0, + "TN": 4037, + "TP": 0, + "n_pred": 4695, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 24, + "IoU": 0.0, + "TN": 16360, + "TP": 0, + "n_pred": 24, + "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": 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": 2, + "IoU": 0.0, + "TN": 12281, + "TP": 0, + "n_pred": 2, + "n_ref": 4101 + }, + "8": { + "Dice": 0.5323294951284322, + "FN": 1056, + "FP": 0, + "IoU": 0.36270368135184067, + "TN": 14727, + "TP": 601, + "n_pred": 601, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2176, + "IoU": 0.0, + "TN": 14208, + "TP": 0, + "n_pred": 2176, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 16017, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "11": { + "Dice": 0.5850891410048622, + "FN": 800, + "FP": 224, + "IoU": 0.413516609392898, + "TN": 14638, + "TP": 722, + "n_pred": 946, + "n_ref": 1522 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 16376, + "TP": 0, + "n_pred": 8, + "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": 0.040394551432597466, + "FN": 2043, + "FP": 0, + "IoU": 0.020613614573346116, + "TN": 14298, + "TP": 43, + "n_pred": 43, + "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": 13, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": 0.8091224590976698, + "FN": 1193, + "FP": 1117, + "IoU": 0.6794338051623647, + "TN": 9178, + "TP": 4896, + "n_pred": 6013, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.15611111111111112, + "FN": 12152, + "FP": 0, + "IoU": 0.08466405543838505, + "TN": 3108, + "TP": 1124, + "n_pred": 1124, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 15976, + "TP": 0, + "n_pred": 408, + "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": 893, + "IoU": 0.0, + "TN": 15491, + "TP": 0, + "n_pred": 893, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 16355, + "TP": 0, + "n_pred": 29, + "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": 68, + "IoU": 0.0, + "TN": 16316, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 656, + "IoU": 0.0, + "TN": 15728, + "TP": 0, + "n_pred": 656, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0245.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 340.48333333333335, + "FP": 249.7, + "IoU": NaN, + "TN": 15707.458333333334, + "TP": 86.35833333333333, + "n_pred": 336.05833333333334, + "n_ref": 426.84166666666664 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 63.625, + "IoU": 0.0, + "TN": 16320.375, + "TP": 0.0, + "n_pred": 63.625, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 684.75, + "FP": 158.625, + "IoU": 0.0, + "TN": 15540.625, + "TP": 0.0, + "n_pred": 158.625, + "n_ref": 684.75 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 42.0, + "IoU": 0.0, + "TN": 16342.0, + "TP": 0.0, + "n_pred": 42.0, + "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": 0.027867095391211148, + "FN": 137.875, + "FP": 0.0, + "IoU": 0.014332965821389196, + "TN": 16242.875, + "TP": 3.25, + "n_pred": 3.25, + "n_ref": 141.125 + }, + "14": { + "Dice": 0.28697850821744625, + "FN": 1138.625, + "FP": 184.875, + "IoU": 0.25194228634850163, + "TN": 14890.25, + "TP": 170.25, + "n_pred": 355.125, + "n_ref": 1308.875 + }, + "15": { + "Dice": 0.24866440019426905, + "FN": 1290.375, + "FP": 34.75, + "IoU": 0.16548157724628312, + "TN": 14802.875, + "TP": 256.0, + "n_pred": 290.75, + "n_ref": 1546.375 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 12.75, + "IoU": 0.0, + "TN": 16371.25, + "TP": 0.0, + "n_pred": 12.75, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.0, + "FN": 312.375, + "FP": 326.125, + "IoU": 0.0, + "TN": 15745.5, + "TP": 0.0, + "n_pred": 326.125, + "n_ref": 312.375 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 378.25, + "FP": 11.75, + "IoU": 0.0, + "TN": 15994.0, + "TP": 0.0, + "n_pred": 11.75, + "n_ref": 378.25 + }, + "6": { + "Dice": 0.008490930142802007, + "FN": 8.375, + "FP": 1550.125, + "IoU": 0.004356435643564356, + "TN": 14817.25, + "TP": 8.25, + "n_pred": 1558.375, + "n_ref": 16.625 + }, + "7": { + "Dice": 0.004906470407850353, + "FN": 110.75, + "FP": 1157.0, + "IoU": 0.0024775472282440383, + "TN": 15112.25, + "TP": 4.0, + "n_pred": 1161.0, + "n_ref": 114.75 + }, + "8": { + "Dice": 0.47086888705385815, + "FN": 367.875, + "FP": 35.0, + "IoU": 0.44494537887983354, + "TN": 15339.625, + "TP": 641.5, + "n_pred": 676.5, + "n_ref": 1009.375 + }, + "9": { + "Dice": 0.15628309619192338, + "FN": 394.25, + "FP": 168.875, + "IoU": 0.10206904847828702, + "TN": 15608.75, + "TP": 212.125, + "n_pred": 381.0, + "n_ref": 606.375 + } + }, + "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": 0.8609355246523388, + "FN": 288, + "FP": 152, + "IoU": 0.755826859045505, + "TN": 14582, + "TP": 1362, + "n_pred": 1514, + "n_ref": 1650 + }, + "15": { + "Dice": 0.4973288003885381, + "FN": 3862, + "FP": 278, + "IoU": 0.33096315449256625, + "TN": 10196, + "TP": 2048, + "n_pred": 2326, + "n_ref": 5910 + }, + "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": 7918, + "IoU": 0.0, + "TN": 8466, + "TP": 0, + "n_pred": 7918, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 301, + "FP": 0, + "IoU": 0.0, + "TN": 16083, + "TP": 0, + "n_pred": 0, + "n_ref": 301 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 16048, + "TP": 0, + "n_pred": 336, + "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": 75, + "IoU": 0.0, + "TN": 16309, + "TP": 0, + "n_pred": 75, + "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": 332, + "IoU": 0.0, + "TN": 16052, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 16166, + "TP": 0, + "n_pred": 218, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 0, + "FP": 1013, + "IoU": 0.0, + "TN": 15371, + "TP": 0, + "n_pred": 1013, + "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": 29, + "IoU": 0.0, + "TN": 16355, + "TP": 0, + "n_pred": 29, + "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": 476, + "IoU": 0.0, + "TN": 15908, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 363, + "IoU": 0.0, + "TN": 16021, + "TP": 0, + "n_pred": 363, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 16128, + "TP": 0, + "n_pred": 256, + "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": 0.055734190782422297, + "FN": 881, + "FP": 0, + "IoU": 0.02866593164277839, + "TN": 15477, + "TP": 26, + "n_pred": 26, + "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": 498, + "IoU": 0.0, + "TN": 15886, + "TP": 0, + "n_pred": 498, + "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": 0.9417377741077163, + "FN": 355, + "FP": 280, + "IoU": 0.8898907577596671, + "TN": 10617, + "TP": 5132, + "n_pred": 5412, + "n_ref": 5487 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 16200, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 16238, + "TP": 0, + "n_pred": 146, + "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": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 16305, + "TP": 0, + "n_pred": 79, + "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": 2111, + "IoU": 0.0, + "TN": 14273, + "TP": 0, + "n_pred": 2111, + "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": 1316, + "IoU": 0.0, + "TN": 15068, + "TP": 0, + "n_pred": 1316, + "n_ref": 0 + }, + "7": { + "Dice": 0.01962588163140141, + "FN": 886, + "FP": 2311, + "IoU": 0.009910188912976153, + "TN": 13155, + "TP": 32, + "n_pred": 2343, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 3026, + "FP": 94, + "IoU": 0.0, + "TN": 13264, + "TP": 0, + "n_pred": 94, + "n_ref": 3026 + }, + "6": { + "Dice": 0.05094558085681204, + "FN": 67, + "FP": 2392, + "IoU": 0.026138613861386138, + "TN": 13859, + "TP": 66, + "n_pred": 2458, + "n_ref": 133 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1191, + "IoU": 0.0, + "TN": 15193, + "TP": 0, + "n_pred": 1191, + "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": 0.46884928857577013, + "FN": 3154, + "FP": 691, + "IoU": 0.30620714543486105, + "TN": 10842, + "TP": 1697, + "n_pred": 2388, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 1248, + "IoU": 0.0, + "TN": 6315, + "TP": 0, + "n_pred": 1248, + "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": 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": 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": 414, + "IoU": 0.0, + "TN": 15970, + "TP": 0, + "n_pred": 414, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5536, + "IoU": 0.0, + "TN": 10848, + "TP": 0, + "n_pred": 5536, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 596.4416666666667, + "FP": 355.875, + "IoU": NaN, + "TN": 15418.175, + "TP": 13.508333333333333, + "n_pred": 369.3833333333333, + "n_ref": 609.95 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 62.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 16321.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 62.75 + }, + "10": { + "Dice": 0.0, + "FN": 201.75, + "FP": 170.375, + "IoU": 0.0, + "TN": 16011.875, + "TP": 0.0, + "n_pred": 170.375, + "n_ref": 201.75 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.5, + "IoU": 0.0, + "TN": 16383.5, + "TP": 0.0, + "n_pred": 0.5, + "n_ref": 0.0 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.1369439071566731, + "FN": 567.375, + "FP": 184.375, + "IoU": 0.10411764705882354, + "TN": 15610.125, + "TP": 22.125, + "n_pred": 206.5, + "n_ref": 589.5 + }, + "14": { + "Dice": 0.0, + "FN": 2048.0, + "FP": 1300.25, + "IoU": 0.0, + "TN": 13035.75, + "TP": 0.0, + "n_pred": 1300.25, + "n_ref": 2048.0 + }, + "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": 0.03503442689347914, + "FN": 1148.0, + "FP": 8.5, + "IoU": 0.018153200419727178, + "TN": 15184.25, + "TP": 43.25, + "n_pred": 51.75, + "n_ref": 1191.25 + }, + "3": { + "Dice": 0.0, + "FN": 1310.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 15073.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1310.75 + }, + "4": { + "Dice": 0.010491299897645854, + "FN": 956.5, + "FP": 16.25, + "IoU": 0.00530126713214378, + "TN": 15401.0, + "TP": 10.25, + "n_pred": 26.5, + "n_ref": 966.75 + }, + "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": 0.1392539964476021, + "FN": 16.0, + "FP": 1617.5, + "IoU": 0.10681198910081743, + "TN": 14652.5, + "TP": 98.0, + "n_pred": 1715.5, + "n_ref": 114.0 + }, + "7": { + "Dice": 0.000778347779939855, + "FN": 1407.75, + "FP": 1458.375, + "IoU": 0.0003899326479971641, + "TN": 13515.125, + "TP": 2.75, + "n_pred": 1461.125, + "n_ref": 1410.5 + }, + "8": { + "Dice": 0.0, + "FN": 828.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 15555.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 828.125 + }, + "9": { + "Dice": 0.057931034482758624, + "FN": 399.625, + "FP": 582.0, + "IoU": 0.03074670571010249, + "TN": 15376.125, + "TP": 26.25, + "n_pred": 608.25, + "n_ref": 425.875 + } + }, + "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": 1172, + "IoU": 0.0, + "TN": 15212, + "TP": 0, + "n_pred": 1172, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5365, + "IoU": 0.0, + "TN": 11019, + "TP": 0, + "n_pred": 5365, + "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": 10486, + "FP": 0, + "IoU": 0.0, + "TN": 5898, + "TP": 0, + "n_pred": 0, + "n_ref": 10486 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 16254, + "TP": 0, + "n_pred": 130, + "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": 637, + "IoU": 0.0, + "TN": 15747, + "TP": 0, + "n_pred": 637, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "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": 0.0, + "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": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 16316, + "TP": 0, + "n_pred": 68, + "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": 1819, + "IoU": 0.0, + "TN": 14565, + "TP": 0, + "n_pred": 1819, + "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": 0.11586206896551725, + "FN": 3197, + "FP": 8, + "IoU": 0.06149341142020498, + "TN": 12969, + "TP": 210, + "n_pred": 218, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 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": 0.6847195357833655, + "FN": 54, + "FP": 109, + "IoU": 0.5205882352941177, + "TN": 16044, + "TP": 177, + "n_pred": 286, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 0, + "FP": 4749, + "IoU": 0.0, + "TN": 11635, + "TP": 0, + "n_pred": 4749, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07006885378695828, + "FN": 9184, + "FP": 0, + "IoU": 0.036306400839454356, + "TN": 6854, + "TP": 346, + "n_pred": 346, + "n_ref": 9530 + }, + "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": 0.6962699822380106, + "FN": 128, + "FP": 556, + "IoU": 0.5340599455040872, + "TN": 14916, + "TP": 784, + "n_pred": 1340, + "n_ref": 912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 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": 8596, + "IoU": 0.0, + "TN": 7788, + "TP": 0, + "n_pred": 8596, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7443, + "IoU": 0.0, + "TN": 8941, + "TP": 0, + "n_pred": 7443, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 15600, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 16096, + "TP": 0, + "n_pred": 288, + "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": 0.02098259979529171, + "FN": 7652, + "FP": 0, + "IoU": 0.01060253426428756, + "TN": 8650, + "TP": 82, + "n_pred": 82, + "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": 567, + "IoU": 0.0, + "TN": 15817, + "TP": 0, + "n_pred": 567, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3586, + "IoU": 0.0, + "TN": 12798, + "TP": 0, + "n_pred": 3586, + "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_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__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": 1363, + "IoU": 0.0, + "TN": 15021, + "TP": 0, + "n_pred": 1363, + "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": 194, + "IoU": 0.0, + "TN": 16190, + "TP": 0, + "n_pred": 194, + "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": 1402, + "IoU": 0.0, + "TN": 14982, + "TP": 0, + "n_pred": 1402, + "n_ref": 0 + }, + "7": { + "Dice": 0.0038917388996992748, + "FN": 11262, + "FP": 0, + "IoU": 0.0019496632399858206, + "TN": 5100, + "TP": 22, + "n_pred": 22, + "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": 4648, + "IoU": 0.0, + "TN": 11736, + "TP": 0, + "n_pred": 4648, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867250/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 476.7916666666667, + "FP": 250.23833333333332, + "IoU": NaN, + "TN": 15572.945000000002, + "TP": 84.025, + "n_pred": 334.2633333333333, + "n_ref": 560.8166666666666 + }, + "mean": { + "1": { + "Dice": NaN, + "FN": 399.05, + "FP": 383.0, + "IoU": NaN, + "TN": 15336.8, + "TP": 265.15, + "n_pred": 648.15, + "n_ref": 664.2 + }, + "10": { + "Dice": 0.057484957186047084, + "FN": 375.55, + "FP": 107.3, + "IoU": 0.033305419641186065, + "TN": 15864.625, + "TP": 36.525, + "n_pred": 143.825, + "n_ref": 412.075 + }, + "11": { + "Dice": 0.07799587581454517, + "FN": 67.525, + "FP": 28.375, + "IoU": 0.05908881514051956, + "TN": 16238.1, + "TP": 50.0, + "n_pred": 78.375, + "n_ref": 117.525 + }, + "12": { + "Dice": NaN, + "FN": 75.325, + "FP": 16.0, + "IoU": NaN, + "TN": 16292.675, + "TP": 0.0, + "n_pred": 16.0, + "n_ref": 75.325 + }, + "13": { + "Dice": NaN, + "FN": 377.9, + "FP": 67.725, + "IoU": NaN, + "TN": 15891.475, + "TP": 46.9, + "n_pred": 114.625, + "n_ref": 424.8 + }, + "14": { + "Dice": 0.23781464998142782, + "FN": 1128.275, + "FP": 469.825, + "IoU": 0.1990022514710204, + "TN": 14614.4, + "TP": 171.5, + "n_pred": 641.325, + "n_ref": 1299.775 + }, + "15": { + "Dice": NaN, + "FN": 505.75, + "FP": 18.05, + "IoU": NaN, + "TN": 15809.0, + "TP": 51.2, + "n_pred": 69.25, + "n_ref": 556.95 + }, + "2": { + "Dice": 0.04106912210743211, + "FN": 428.075, + "FP": 263.125, + "IoU": 0.02638483467032121, + "TN": 15605.15, + "TP": 87.65, + "n_pred": 350.775, + "n_ref": 515.725 + }, + "3": { + "Dice": 0.002452697967764541, + "FN": 625.925, + "FP": 105.1, + "IoU": 0.0012415750266051792, + "TN": 15652.1, + "TP": 0.875, + "n_pred": 105.975, + "n_ref": 626.8 + }, + "4": { + "Dice": NaN, + "FN": 249.475, + "FP": 28.75, + "IoU": NaN, + "TN": 16103.725, + "TP": 2.05, + "n_pred": 30.8, + "n_ref": 251.525 + }, + "5": { + "Dice": NaN, + "FN": 189.375, + "FP": 6.975, + "IoU": NaN, + "TN": 16187.65, + "TP": 0.0, + "n_pred": 6.975, + "n_ref": 189.375 + }, + "6": { + "Dice": 0.08544950789397297, + "FN": 1318.4, + "FP": 1037.55, + "IoU": 0.06127530049065644, + "TN": 13903.075, + "TP": 124.975, + "n_pred": 1162.525, + "n_ref": 1443.375 + }, + "7": { + "Dice": 0.014154715116847983, + "FN": 658.975, + "FP": 745.025, + "IoU": 0.007786610729346602, + "TN": 14976.175, + "TP": 3.825, + "n_pred": 748.85, + "n_ref": 662.8 + }, + "8": { + "Dice": 0.12079025216719323, + "FN": 465.45, + "FP": 57.1, + "IoU": 0.10712425984355874, + "TN": 15718.125, + "TP": 143.325, + "n_pred": 200.425, + "n_ref": 608.775 + }, + "9": { + "Dice": 0.13585391136839572, + "FN": 286.825, + "FP": 419.675, + "IoU": 0.10740820174551935, + "TN": 15401.1, + "TP": 276.4, + "n_pred": 696.075, + "n_ref": 563.225 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_001/summary.json b/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff4ba4ee3db6912b7a98dfba7ab9b425cf6baaa1 --- /dev/null +++ b/nnActive_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.13172052131003031, + "FN": 145339.756, + "FP": 50240.36533333333, + "IoU": 0.08071749784481169, + "TN": 96220129.94399999, + "TP": 41250.77466666666, + "n_pred": 91491.14, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.17021508054335005, + "FN": 151352.06, + "FP": 202213.02, + "IoU": 0.09948607612822702, + "TN": 96060459.68, + "TP": 42936.08, + "n_pred": 245149.1, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.1647662347557327, + "FN": 63427.46, + "FP": 26096.22, + "IoU": 0.09566082542508983, + "TN": 96356642.06, + "TP": 10795.1, + "n_pred": 36891.32, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.044021559162552064, + "FN": 3585.18, + "FP": 268.36, + "IoU": 0.02490368801467045, + "TN": 96452992.1, + "TP": 115.2, + "n_pred": 383.56, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.041440155033440874, + "FN": 56202.42, + "FP": 5302.6, + "IoU": 0.02269388051370568, + "TN": 96393800.1, + "TP": 1655.72, + "n_pred": 6958.32, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.1350163556489494, + "FN": 121920.62, + "FP": 44744.02, + "IoU": 0.07939749625870486, + "TN": 96273858.68, + "TP": 16437.52, + "n_pred": 61181.54, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.15509614143313344, + "FN": 47966.9, + "FP": 7470.32, + "IoU": 0.09882096051360828, + "TN": 96395443.48, + "TP": 6080.14, + "n_pred": 13550.46, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.050216558059036125, + "FN": 152461.82, + "FP": 10201.54, + "IoU": 0.027228932485222592, + "TN": 96289917.6, + "TP": 4379.88, + "n_pred": 14581.42, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.12754875009748337, + "FN": 143347.06, + "FP": 113871.12, + "IoU": 0.07153649528919882, + "TN": 96179687.14, + "TP": 20055.52, + "n_pred": 133926.64, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.24889354438125846, + "FN": 16571.56, + "FP": 37555.46, + "IoU": 0.16870563320065934, + "TN": 96392827.88, + "TP": 10005.94, + "n_pred": 47561.4, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0, + "FN": 17152.16, + "FP": 0.0, + "IoU": 0.0, + "TN": 96439808.68, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.4269640477552942, + "FN": 919145.44, + "FP": 140969.66, + "IoU": 0.28661187630200696, + "TN": 94956767.56, + "TP": 440078.18, + "n_pred": 581047.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.16620641597579133, + "FN": 291074.14, + "FP": 122624.66, + "IoU": 0.09520136529263676, + "TN": 95995411.52, + "TP": 47850.52, + "n_pred": 170475.18, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.07649364630807318, + "FN": 125552.58, + "FP": 9177.02, + "IoU": 0.043728091791164235, + "TN": 96315414.64, + "TP": 6816.6, + "n_pred": 15993.62, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.16892933049635975, + "FN": 66100.28, + "FP": 33111.48, + "IoU": 0.09678714645728034, + "TN": 96346193.86, + "TP": 11555.22, + "n_pred": 44666.7, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.16886393011543432, + "FN": 54802, + "FP": 318162, + "IoU": 0.0922181223408916, + "TN": 119182468, + "TP": 37888, + "n_pred": 356050, + "n_ref": 92690 + }, + "10": { + "Dice": 0.14374247467950987, + "FN": 67217, + "FP": 29499, + "IoU": 0.0774367094644867, + "TN": 119488486, + "TP": 8118, + "n_pred": 37617, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0011273957158962795, + "FN": 3544, + "FP": 0, + "IoU": 0.0005640157924421884, + "TN": 119589774, + "TP": 2, + "n_pred": 2, + "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": 0.0032806990648474627, + "FN": 52650, + "FP": 12366, + "IoU": 0.0016430447000291757, + "TN": 119528197, + "TP": 107, + "n_pred": 12473, + "n_ref": 52757 + }, + "14": { + "Dice": 0.08512020570545413, + "FN": 235038, + "FP": 32525, + "IoU": 0.04445198385771937, + "TN": 119313310, + "TP": 12447, + "n_pred": 44972, + "n_ref": 247485 + }, + "15": { + "Dice": 0.4804300840916108, + "FN": 19637, + "FP": 8970, + "IoU": 0.3161618817679822, + "TN": 119551487, + "TP": 13226, + "n_pred": 22196, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 2939, + "IoU": 0.0, + "TN": 119449583, + "TP": 0, + "n_pred": 2939, + "n_ref": 140798 + }, + "3": { + "Dice": 0.2250827899467696, + "FN": 136360, + "FP": 97875, + "IoU": 0.1268131204497247, + "TN": 119325067, + "TP": 34018, + "n_pred": 131893, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7012193355924349, + "FN": 29282, + "FP": 11982, + "IoU": 0.5399058938964832, + "TN": 119503634, + "TP": 48422, + "n_pred": 60404, + "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": 0.47839489359686416, + "FN": 777963, + "FP": 102955, + "IoU": 0.31440147748171243, + "TN": 118308431, + "TP": 403971, + "n_pred": 506926, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 119386, + "IoU": 0.0, + "TN": 119473934, + "TP": 0, + "n_pred": 119386, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 286504, + "FP": 2967, + "IoU": 0.0, + "TN": 119303849, + "TP": 0, + "n_pred": 2967, + "n_ref": 286504 + }, + "9": { + "Dice": 0.23242426833091107, + "FN": 64300, + "FP": 16505, + "IoU": 0.13149324476832297, + "TN": 119500281, + "TP": 12234, + "n_pred": 28739, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2863922691657403, + "FN": 130209, + "FP": 160594, + "IoU": 0.16712825462471037, + "TN": 72476503, + "TP": 58354, + "n_pred": 218948, + "n_ref": 188563 + }, + "10": { + "Dice": 0.2679418255899496, + "FN": 56614, + "FP": 8067, + "IoU": 0.1546956271726914, + "TN": 72749142, + "TP": 11837, + "n_pred": 19904, + "n_ref": 68451 + }, + "11": { + "Dice": 0.019374724790841038, + "FN": 2225, + "FP": 2, + "IoU": 0.009782125389061804, + "TN": 72823411, + "TP": 22, + "n_pred": 24, + "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": 0.0, + "FN": 50183, + "FP": 0, + "IoU": 0.0, + "TN": 72775477, + "TP": 0, + "n_pred": 0, + "n_ref": 50183 + }, + "14": { + "Dice": 0.13431801140302477, + "FN": 67394, + "FP": 54984, + "IoU": 0.07199405484105799, + "TN": 72693788, + "TP": 9494, + "n_pred": 64478, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5482417923232562, + "FN": 23920, + "FP": 6669, + "IoU": 0.37763987792472026, + "TN": 72776510, + "TP": 18561, + "n_pred": 25230, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 4427, + "IoU": 0.0, + "TN": 72685390, + "TP": 0, + "n_pred": 4427, + "n_ref": 135843 + }, + "3": { + "Dice": 0.23451385726061738, + "FN": 95995, + "FP": 107374, + "IoU": 0.1328324542365076, + "TN": 72591139, + "TP": 31152, + "n_pred": 138526, + "n_ref": 127147 + }, + "4": { + "Dice": 0.10108720795743696, + "FN": 24388, + "FP": 22244, + "IoU": 0.05323425508588135, + "TN": 72776406, + "TP": 2622, + "n_pred": 24866, + "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": 0.39926687566227437, + "FN": 862831, + "FP": 175204, + "IoU": 0.24942750892811305, + "TN": 71442669, + "TP": 344956, + "n_pred": 520160, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.08338258277188973, + "FN": 226183, + "FP": 52993, + "IoU": 0.04350507410732028, + "TN": 72533786, + "TP": 12698, + "n_pred": 65691, + "n_ref": 238881 + }, + "8": { + "Dice": 0.014278651816093292, + "FN": 57703, + "FP": 10089, + "IoU": 0.00719066239034606, + "TN": 72757377, + "TP": 491, + "n_pred": 10580, + "n_ref": 58194 + }, + "9": { + "Dice": 0.016123614376889486, + "FN": 77217, + "FP": 16511, + "IoU": 0.008127328140873687, + "TN": 72731164, + "TP": 768, + "n_pred": 17279, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.117546276760703, + "FN": 236920, + "FP": 110232, + "IoU": 0.06244311629527403, + "TN": 71439215, + "TP": 23121, + "n_pred": 133353, + "n_ref": 260041 + }, + "10": { + "Dice": 0.06864643856251344, + "FN": 89890, + "FP": 13982, + "IoU": 0.03554317548746518, + "TN": 71701788, + "TP": 3828, + "n_pred": 17810, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 161, + "IoU": 0.0, + "TN": 71805958, + "TP": 0, + "n_pred": 161, + "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": 0.13643454109649847, + "FN": 58522, + "FP": 9571, + "IoU": 0.07321156358885017, + "TN": 71736016, + "TP": 5379, + "n_pred": 14950, + "n_ref": 63901 + }, + "14": { + "Dice": 0.0713734615149103, + "FN": 501773, + "FP": 29016, + "IoU": 0.03700740402077698, + "TN": 71258301, + "TP": 20398, + "n_pred": 49414, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 3179, + "IoU": 0.0, + "TN": 71625646, + "TP": 0, + "n_pred": 3179, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 1538, + "IoU": 0.0, + "TN": 71661076, + "TP": 0, + "n_pred": 1538, + "n_ref": 146874 + }, + "3": { + "Dice": 0.28457450111140087, + "FN": 139162, + "FP": 91288, + "IoU": 0.16589149531458686, + "TN": 71533205, + "TP": 45833, + "n_pred": 137121, + "n_ref": 184995 + }, + "4": { + "Dice": 0.26301578624790867, + "FN": 6036, + "FP": 38455, + "IoU": 0.15142094220865918, + "TN": 71757058, + "TP": 7939, + "n_pred": 46394, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.5383572409671891, + "FN": 760807, + "FP": 75066, + "IoU": 0.3683234070980706, + "TN": 70486227, + "TP": 487388, + "n_pred": 562454, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.36860536172112646, + "FN": 153406, + "FP": 126603, + "IoU": 0.22594493881014974, + "TN": 71447745, + "TP": 81734, + "n_pred": 208337, + "n_ref": 235140 + }, + "8": { + "Dice": 0.1997772305051145, + "FN": 71460, + "FP": 6849, + "IoU": 0.11097361609372872, + "TN": 71721404, + "TP": 9775, + "n_pred": 16624, + "n_ref": 81235 + }, + "9": { + "Dice": 0.2608659662967076, + "FN": 69247, + "FP": 37906, + "IoU": 0.1499976202186226, + "TN": 71683426, + "TP": 18909, + "n_pred": 56815, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34820204842535024, + "FN": 76115, + "FP": 440824, + "IoU": 0.21080184056010676, + "TN": 134790492, + "TP": 138079, + "n_pred": 578903, + "n_ref": 214194 + }, + "10": { + "Dice": 0.25179264287703795, + "FN": 65699, + "FP": 49810, + "IoU": 0.14402904887176257, + "TN": 135310565, + "TP": 19436, + "n_pred": 69246, + "n_ref": 85135 + }, + "11": { + "Dice": 0.013541666666666667, + "FN": 3521, + "FP": 267, + "IoU": 0.0068169900367068695, + "TN": 135441696, + "TP": 26, + "n_pred": 293, + "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": 0.0658196361508072, + "FN": 37874, + "FP": 38740, + "IoU": 0.03402973030902878, + "TN": 135366197, + "TP": 2699, + "n_pred": 41439, + "n_ref": 40573 + }, + "14": { + "Dice": 0.2734024161952597, + "FN": 116288, + "FP": 25772, + "IoU": 0.15834750306599443, + "TN": 135276723, + "TP": 26727, + "n_pred": 52499, + "n_ref": 143015 + }, + "15": { + "Dice": 0.1793312675837212, + "FN": 44383, + "FP": 18916, + "IoU": 0.09849747205013173, + "TN": 135375295, + "TP": 6916, + "n_pred": 25832, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 6521, + "IoU": 0.0, + "TN": 135229450, + "TP": 0, + "n_pred": 6521, + "n_ref": 209539 + }, + "3": { + "Dice": 0.21450415914504836, + "FN": 179275, + "FP": 169266, + "IoU": 0.1201370253779684, + "TN": 135049379, + "TP": 47590, + "n_pred": 216856, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6679524668699061, + "FN": 10001, + "FP": 16684, + "IoU": 0.5014479215319944, + "TN": 135391985, + "TP": 26840, + "n_pred": 43524, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.5304232362070361, + "FN": 1003861, + "FP": 162092, + "IoU": 0.3609360526618689, + "TN": 133621040, + "TP": 658517, + "n_pred": 820609, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2540787379782744, + "FN": 143887, + "FP": 179537, + "IoU": 0.14552703120417854, + "TN": 135067003, + "TP": 55083, + "n_pred": 234620, + "n_ref": 198970 + }, + "8": { + "Dice": 0.1424960051932488, + "FN": 266800, + "FP": 7958, + "IoU": 0.0767137005312732, + "TN": 135147923, + "TP": 22829, + "n_pred": 30787, + "n_ref": 289629 + }, + "9": { + "Dice": 0.1218394316706134, + "FN": 90059, + "FP": 24901, + "IoU": 0.0648716801561801, + "TN": 135322575, + "TP": 7975, + "n_pred": 32876, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0003826860093184043, + "FN": 256154, + "FP": 57299, + "IoU": 0.00019137962381145278, + "TN": 105440492, + "TP": 60, + "n_pred": 57359, + "n_ref": 256214 + }, + "10": { + "Dice": 0.0315884476534296, + "FN": 59365, + "FP": 9307, + "IoU": 0.016047684548372305, + "TN": 105684213, + "TP": 1120, + "n_pred": 10427, + "n_ref": 60485 + }, + "11": { + "Dice": 0.013323464100666173, + "FN": 2451, + "FP": 215, + "IoU": 0.0067064083457526085, + "TN": 105751321, + "TP": 18, + "n_pred": 233, + "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": 0.0, + "FN": 80902, + "FP": 0, + "IoU": 0.0, + "TN": 105673103, + "TP": 0, + "n_pred": 0, + "n_ref": 80902 + }, + "14": { + "Dice": 0.21272527514889844, + "FN": 169310, + "FP": 34913, + "IoU": 0.11902214706618237, + "TN": 105522191, + "TP": 27591, + "n_pred": 62504, + "n_ref": 196901 + }, + "15": { + "Dice": 0.0, + "FN": 27932, + "FP": 0, + "IoU": 0.0, + "TN": 105726073, + "TP": 0, + "n_pred": 0, + "n_ref": 27932 + }, + "2": { + "Dice": 0.10633823616279757, + "FN": 143889, + "FP": 7399, + "IoU": 0.05615482035573246, + "TN": 105593716, + "TP": 9001, + "n_pred": 16400, + "n_ref": 152890 + }, + "3": { + "Dice": 0.07229645889044961, + "FN": 162633, + "FP": 63902, + "IoU": 0.03750393011616149, + "TN": 105518643, + "TP": 8827, + "n_pred": 72729, + "n_ref": 171460 + }, + "4": { + "Dice": 0.27833440102498397, + "FN": 29992, + "FP": 26334, + "IoU": 0.16166577365005655, + "TN": 105686817, + "TP": 10862, + "n_pred": 37196, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.3390062607902403, + "FN": 1208090, + "FP": 72978, + "IoU": 0.20409845792165787, + "TN": 104144424, + "TP": 328513, + "n_pred": 401491, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.17030461390655866, + "FN": 228852, + "FP": 156315, + "IoU": 0.09307812393306286, + "TN": 105329308, + "TP": 39530, + "n_pred": 195845, + "n_ref": 268382 + }, + "8": { + "Dice": 0.041268353298961204, + "FN": 86775, + "FP": 1180, + "IoU": 0.02106891639212893, + "TN": 105664157, + "TP": 1893, + "n_pred": 3073, + "n_ref": 88668 + }, + "9": { + "Dice": 0.046054479078910415, + "FN": 72675, + "FP": 15647, + "IoU": 0.02356999137683242, + "TN": 105663551, + "TP": 2132, + "n_pred": 17779, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002332198850638844, + "FN": 252626, + "FP": 283810, + "IoU": 0.0011674608006881873, + "TN": 96600817, + "TP": 627, + "n_pred": 284437, + "n_ref": 253253 + }, + "10": { + "Dice": 0.3793218694410005, + "FN": 77390, + "FP": 37752, + "IoU": 0.234051328446177, + "TN": 96987554, + "TP": 35184, + "n_pred": 72936, + "n_ref": 112574 + }, + "11": { + "Dice": 0.2507177033492823, + "FN": 2906, + "FP": 1009, + "IoU": 0.14332603938730853, + "TN": 97133310, + "TP": 655, + "n_pred": 1664, + "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": 0.1715338386736327, + "FN": 44217, + "FP": 10649, + "IoU": 0.09381296865193407, + "TN": 97077334, + "TP": 5680, + "n_pred": 16329, + "n_ref": 49897 + }, + "14": { + "Dice": 0.2718384691436089, + "FN": 213736, + "FP": 58035, + "IoU": 0.15729922480620154, + "TN": 96815380, + "TP": 50729, + "n_pred": 108764, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 4377, + "IoU": 0.0, + "TN": 97111131, + "TP": 0, + "n_pred": 4377, + "n_ref": 22372 + }, + "2": { + "Dice": 0.20848749752378762, + "FN": 121690, + "FP": 2173, + "IoU": 0.11637512840999886, + "TN": 96997704, + "TP": 16313, + "n_pred": 18486, + "n_ref": 138003 + }, + "3": { + "Dice": 0.19576361388075822, + "FN": 108436, + "FP": 302606, + "IoU": 0.10850219815255417, + "TN": 96676811, + "TP": 50027, + "n_pred": 352633, + "n_ref": 158463 + }, + "4": { + "Dice": 0.3979685168247244, + "FN": 10962, + "FP": 39062, + "IoU": 0.24841491631359117, + "TN": 97071322, + "TP": 16534, + "n_pred": 55596, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.4821257750870392, + "FN": 973913, + "FP": 157014, + "IoU": 0.31763223011095376, + "TN": 95480523, + "TP": 526430, + "n_pred": 683444, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.37329373971702956, + "FN": 165877, + "FP": 130854, + "IoU": 0.22947827080476962, + "TN": 96752776, + "TP": 88373, + "n_pred": 219227, + "n_ref": 254250 + }, + "8": { + "Dice": 0.022999985525496838, + "FN": 126467, + "FP": 8529, + "IoU": 0.011633781161913827, + "TN": 97001295, + "TP": 1589, + "n_pred": 10118, + "n_ref": 128056 + }, + "9": { + "Dice": 0.27631412493967605, + "FN": 39093, + "FP": 115364, + "IoU": 0.16030422302439873, + "TN": 96953936, + "TP": 29487, + "n_pred": 144851, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34403791324579724, + "FN": 83310, + "FP": 260647, + "IoU": 0.20775711956071088, + "TN": 130332636, + "TP": 90199, + "n_pred": 350846, + "n_ref": 173509 + }, + "10": { + "Dice": 0.09626808572828638, + "FN": 71649, + "FP": 33474, + "IoU": 0.05056808944925128, + "TN": 130656070, + "TP": 5599, + "n_pred": 39073, + "n_ref": 77248 + }, + "11": { + "Dice": 0.026936026936026935, + "FN": 3993, + "FP": 53, + "IoU": 0.013651877133105802, + "TN": 130762690, + "TP": 56, + "n_pred": 109, + "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": 0.0, + "FN": 61367, + "FP": 9933, + "IoU": 0.0, + "TN": 130695492, + "TP": 0, + "n_pred": 9933, + "n_ref": 61367 + }, + "14": { + "Dice": 0.11280196020463895, + "FN": 148171, + "FP": 28888, + "IoU": 0.059772190213206594, + "TN": 130578477, + "TP": 11256, + "n_pred": 40144, + "n_ref": 159427 + }, + "15": { + "Dice": 0.0, + "FN": 28790, + "FP": 117, + "IoU": 0.0, + "TN": 130737885, + "TP": 0, + "n_pred": 117, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 766, + "IoU": 0.0, + "TN": 130599695, + "TP": 0, + "n_pred": 766, + "n_ref": 166331 + }, + "3": { + "Dice": 0.04390830180280436, + "FN": 158653, + "FP": 163526, + "IoU": 0.02244695473288488, + "TN": 130437215, + "TP": 7398, + "n_pred": 170924, + "n_ref": 166051 + }, + "4": { + "Dice": 0.27309337506520603, + "FN": 16848, + "FP": 52826, + "IoU": 0.15814020927478795, + "TN": 130684030, + "TP": 13088, + "n_pred": 65914, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0, + "FN": 31309, + "FP": 0, + "IoU": 0.0, + "TN": 130735483, + "TP": 0, + "n_pred": 0, + "n_ref": 31309 + }, + "6": { + "Dice": 0.532186229754556, + "FN": 815825, + "FP": 100632, + "IoU": 0.36257067520600056, + "TN": 129329053, + "TP": 521282, + "n_pred": 621914, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.16498016408889848, + "FN": 390576, + "FP": 165938, + "IoU": 0.08990647450248654, + "TN": 130155301, + "TP": 54977, + "n_pred": 220915, + "n_ref": 445553 + }, + "8": { + "Dice": 0.0, + "FN": 230218, + "FP": 28676, + "IoU": 0.0, + "TN": 130507898, + "TP": 0, + "n_pred": 28676, + "n_ref": 230218 + }, + "9": { + "Dice": 0.12886864647677695, + "FN": 91942, + "FP": 44431, + "IoU": 0.06887204697528336, + "TN": 130620332, + "TP": 10087, + "n_pred": 54518, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14048982120351183, + "FN": 174537, + "FP": 147353, + "IoU": 0.07555205817396474, + "TN": 71887811, + "TP": 26307, + "n_pred": 173660, + "n_ref": 200844 + }, + "10": { + "Dice": 0.025303834649276456, + "FN": 60785, + "FP": 83895, + "IoU": 0.01281403949289701, + "TN": 72089450, + "TP": 1878, + "n_pred": 85773, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 184, + "IoU": 0.0, + "TN": 72233137, + "TP": 0, + "n_pred": 184, + "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": 0.0025587376894065593, + "FN": 70342, + "FP": 4503, + "IoU": 0.0012810077260778478, + "TN": 72161067, + "TP": 96, + "n_pred": 4599, + "n_ref": 70438 + }, + "14": { + "Dice": 0.000432913661736544, + "FN": 73760, + "FP": 318758, + "IoU": 0.0002165036945718703, + "TN": 71843405, + "TP": 85, + "n_pred": 318843, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0033887638273666885, + "FN": 28246, + "FP": 12927, + "IoU": 0.0016972577164609752, + "TN": 72194765, + "TP": 70, + "n_pred": 12997, + "n_ref": 28316 + }, + "2": { + "Dice": 0.07597377281587808, + "FN": 121936, + "FP": 8421, + "IoU": 0.03948686963954139, + "TN": 72100292, + "TP": 5359, + "n_pred": 13780, + "n_ref": 127295 + }, + "3": { + "Dice": 0.25455737295542513, + "FN": 135626, + "FP": 55422, + "IoU": 0.14584115742976198, + "TN": 72012340, + "TP": 32620, + "n_pred": 88042, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16154, + "IoU": 0.0, + "TN": 72219854, + "TP": 0, + "n_pred": 16154, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.3220828705763365, + "FN": 1109272, + "FP": 585190, + "IoU": 0.19195397968609249, + "TN": 70139021, + "TP": 402525, + "n_pred": 987715, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.11752604633403206, + "FN": 301556, + "FP": 264679, + "IoU": 0.06243169851309733, + "TN": 71632068, + "TP": 37705, + "n_pred": 302384, + "n_ref": 339261 + }, + "8": { + "Dice": 0.044993883201339256, + "FN": 65832, + "FP": 8329, + "IoU": 0.023014702007693524, + "TN": 72160100, + "TP": 1747, + "n_pred": 10076, + "n_ref": 67579 + }, + "9": { + "Dice": 0.09093960006220891, + "FN": 44065, + "FP": 66994, + "IoU": 0.04763578987085599, + "TN": 72119394, + "TP": 5555, + "n_pred": 72549, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0006701672472327984, + "FN": 88901, + "FP": 182491, + "IoU": 0.0003351959422873624, + "TN": 52281637, + "TP": 91, + "n_pred": 182582, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 1132, + "IoU": 0.0, + "TN": 52504804, + "TP": 0, + "n_pred": 1132, + "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": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 8203, + "IoU": 0.0, + "TN": 52489080, + "TP": 0, + "n_pred": 8203, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 743, + "IoU": 0.0, + "TN": 52527108, + "TP": 0, + "n_pred": 743, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 7315, + "IoU": 0.0, + "TN": 52410729, + "TP": 0, + "n_pred": 7315, + "n_ref": 135076 + }, + "3": { + "Dice": 0.2760567014465642, + "FN": 108857, + "FP": 70707, + "IoU": 0.16013096351730588, + "TN": 52339320, + "TP": 34236, + "n_pred": 104943, + "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": 0.11795079339455548, + "FN": 720947, + "FP": 54937, + "IoU": 0.06267147159626994, + "TN": 51725359, + "TP": 51877, + "n_pred": 106814, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0036082263472074576, + "FN": 192711, + "FP": 2247, + "IoU": 0.0018073738806314032, + "TN": 52357809, + "TP": 353, + "n_pred": 2600, + "n_ref": 193064 + }, + "8": { + "Dice": 0.017143233194037707, + "FN": 59011, + "FP": 729, + "IoU": 0.008645724432053898, + "TN": 52492859, + "TP": 521, + "n_pred": 1250, + "n_ref": 59532 + }, + "9": { + "Dice": 0.0960195530726257, + "FN": 73140, + "FP": 20064, + "IoU": 0.05043095543737392, + "TN": 52454966, + "TP": 4950, + "n_pred": 25014, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13181608603456832, + "FN": 232828, + "FP": 556135, + "IoU": 0.07055840972036515, + "TN": 143288393, + "TP": 59894, + "n_pred": 616029, + "n_ref": 292722 + }, + "10": { + "Dice": 0.30532477917701856, + "FN": 73270, + "FP": 40531, + "IoU": 0.18016713493264175, + "TN": 143998440, + "TP": 25009, + "n_pred": 65540, + "n_ref": 98279 + }, + "11": { + "Dice": 0.04880066170388751, + "FN": 6383, + "FP": 2817, + "IoU": 0.025010597710894446, + "TN": 144127814, + "TP": 236, + "n_pred": 3053, + "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": 0.01667995684600591, + "FN": 103412, + "FP": 1405, + "IoU": 0.00841011863091972, + "TN": 144031544, + "TP": 889, + "n_pred": 2294, + "n_ref": 104301 + }, + "14": { + "Dice": 0.23996479546932997, + "FN": 353653, + "FP": 3863, + "IoU": 0.1363409066202848, + "TN": 143723295, + "TP": 56439, + "n_pred": 60302, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0, + "FN": 22666, + "FP": 0, + "IoU": 0.0, + "TN": 144114584, + "TP": 0, + "n_pred": 0, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 9999, + "IoU": 0.0, + "TN": 143989214, + "TP": 0, + "n_pred": 9999, + "n_ref": 138037 + }, + "3": { + "Dice": 0.1423225324648384, + "FN": 139893, + "FP": 273559, + "IoU": 0.07661315537926906, + "TN": 143689494, + "TP": 34304, + "n_pred": 307863, + "n_ref": 174197 + }, + "4": { + "Dice": 0.6743046314627893, + "FN": 9618, + "FP": 30522, + "IoU": 0.5086422171081624, + "TN": 144055558, + "TP": 41552, + "n_pred": 72074, + "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": 0.64104583439497, + "FN": 611352, + "FP": 225480, + "IoU": 0.4717199818947281, + "TN": 142553181, + "TP": 747237, + "n_pred": 972717, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.25230525233251144, + "FN": 198154, + "FP": 103567, + "IoU": 0.14436459952130856, + "TN": 143784622, + "TP": 50907, + "n_pred": 154474, + "n_ref": 249061 + }, + "8": { + "Dice": 0.19317979857819906, + "FN": 203030, + "FP": 14876, + "IoU": 0.10691700171726239, + "TN": 143893257, + "TP": 26087, + "n_pred": 40963, + "n_ref": 229117 + }, + "9": { + "Dice": 0.06530650798148672, + "FN": 91003, + "FP": 7953, + "IoU": 0.033755480261294955, + "TN": 144034837, + "TP": 3457, + "n_pred": 11410, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35138358171512507, + "FN": 117365, + "FP": 239435, + "IoU": 0.21313847042763542, + "TN": 111325473, + "TP": 96647, + "n_pred": 336082, + "n_ref": 214012 + }, + "10": { + "Dice": 0.1966862976050255, + "FN": 39740, + "FP": 11411, + "IoU": 0.10906937453190044, + "TN": 111721507, + "TP": 6262, + "n_pred": 17673, + "n_ref": 46002 + }, + "11": { + "Dice": 0.03265940902021773, + "FN": 3732, + "FP": 0, + "IoU": 0.016600790513833993, + "TN": 111775125, + "TP": 63, + "n_pred": 63, + "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": 0.0016466384052131872, + "FN": 52896, + "FP": 4096, + "IoU": 0.0008239976156664738, + "TN": 111721881, + "TP": 47, + "n_pred": 4143, + "n_ref": 52943 + }, + "14": { + "Dice": 0.02064279098006554, + "FN": 90650, + "FP": 35169, + "IoU": 0.010429037712847537, + "TN": 111651775, + "TP": 1326, + "n_pred": 36495, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4527780887346543, + "FN": 4665, + "FP": 10000, + "IoU": 0.29263939803202776, + "TN": 111758188, + "TP": 6067, + "n_pred": 16067, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 4106, + "IoU": 0.0, + "TN": 111568505, + "TP": 0, + "n_pred": 4106, + "n_ref": 206309 + }, + "3": { + "Dice": 0.055199053576869994, + "FN": 57280, + "FP": 153558, + "IoU": 0.028382880869320774, + "TN": 111561923, + "TP": 6159, + "n_pred": 159717, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7080217040621792, + "FN": 4195, + "FP": 7751, + "IoU": 0.5480136208853575, + "TN": 111752490, + "TP": 14484, + "n_pred": 22235, + "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": 0.3697766816485846, + "FN": 948990, + "FP": 25109, + "IoU": 0.22682578361259495, + "TN": 110519050, + "TP": 285771, + "n_pred": 310880, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.024911864162889416, + "FN": 234237, + "FP": 91029, + "IoU": 0.012613039241578406, + "TN": 111449499, + "TP": 4155, + "n_pred": 95184, + "n_ref": 238392 + }, + "8": { + "Dice": 0.010458827321895483, + "FN": 275786, + "FP": 484, + "IoU": 0.005256904187520253, + "TN": 111501190, + "TP": 1460, + "n_pred": 1944, + "n_ref": 277246 + }, + "9": { + "Dice": 0.13457311175591313, + "FN": 74217, + "FP": 4523, + "IoU": 0.07214065188187882, + "TN": 111694058, + "TP": 6122, + "n_pred": 10645, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09943865276663993, + "FN": 142774, + "FP": 267121, + "IoU": 0.05232067510548523, + "TN": 198655350, + "TP": 22630, + "n_pred": 289751, + "n_ref": 165404 + }, + "10": { + "Dice": 0.01175989961773031, + "FN": 62724, + "FP": 5008, + "IoU": 0.005914728113304469, + "TN": 199019740, + "TP": 403, + "n_pred": 5411, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.0004687486921074439, + "FN": 46920, + "FP": 72491, + "IoU": 0.00023442929026532371, + "TN": 198968436, + "TP": 28, + "n_pred": 72519, + "n_ref": 46948 + }, + "15": { + "Dice": 0.02533393785093991, + "FN": 136750, + "FP": 2983, + "IoU": 0.012829479544186112, + "TN": 198946326, + "TP": 1816, + "n_pred": 4799, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 21297, + "IoU": 0.0, + "TN": 198937000, + "TP": 0, + "n_pred": 21297, + "n_ref": 129578 + }, + "3": { + "Dice": 0.33860742539778915, + "FN": 100909, + "FP": 47235, + "IoU": 0.20380940096524888, + "TN": 198901809, + "TP": 37922, + "n_pred": 85157, + "n_ref": 138831 + }, + "4": { + "Dice": 0.03982368141054871, + "FN": 16727, + "FP": 2224, + "IoU": 0.020316377171215882, + "TN": 199068531, + "TP": 393, + "n_pred": 2617, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.2882093559384396, + "FN": 954480, + "FP": 36008, + "IoU": 0.16836717558790143, + "TN": 197896859, + "TP": 200528, + "n_pred": 236536, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.19209230555844517, + "FN": 134017, + "FP": 52377, + "IoU": 0.1062511687676514, + "TN": 198879322, + "TP": 22159, + "n_pred": 74536, + "n_ref": 156176 + }, + "8": { + "Dice": 0.27946851067344797, + "FN": 94672, + "FP": 27448, + "IoU": 0.16243150003772214, + "TN": 198942072, + "TP": 23683, + "n_pred": 51131, + "n_ref": 118355 + }, + "9": { + "Dice": 0.17217738014198192, + "FN": 92776, + "FP": 9374, + "IoU": 0.0941980793274986, + "TN": 198975102, + "TP": 10623, + "n_pred": 19997, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17939913346618283, + "FN": 146654, + "FP": 198430, + "IoU": 0.09853842034456185, + "TN": 130692387, + "TP": 37721, + "n_pred": 236151, + "n_ref": 184375 + }, + "10": { + "Dice": 0.36065085230659194, + "FN": 46415, + "FP": 82309, + "IoU": 0.21999636429740047, + "TN": 130910162, + "TP": 36306, + "n_pred": 118615, + "n_ref": 82721 + }, + "11": { + "Dice": 0.37523173896922507, + "FN": 3059, + "FP": 311, + "IoU": 0.2309447740757645, + "TN": 131070810, + "TP": 1012, + "n_pred": 1323, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.11712924702626912, + "FN": 83851, + "FP": 11228, + "IoU": 0.06220779989347642, + "TN": 130973806, + "TP": 6307, + "n_pred": 17535, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0011727472809934616, + "FN": 56467, + "FP": 192229, + "IoU": 0.0005867176762765128, + "TN": 130826350, + "TP": 146, + "n_pred": 192375, + "n_ref": 56613 + }, + "15": { + "Dice": 0.0, + "FN": 27579, + "FP": 961, + "IoU": 0.0, + "TN": 131046652, + "TP": 0, + "n_pred": 961, + "n_ref": 27579 + }, + "2": { + "Dice": 0.1010811913504692, + "FN": 151337, + "FP": 7297, + "IoU": 0.053230917978191974, + "TN": 130907639, + "TP": 8919, + "n_pred": 16216, + "n_ref": 160256 + }, + "3": { + "Dice": 0.1855413691281156, + "FN": 156799, + "FP": 135296, + "IoU": 0.10225715040907778, + "TN": 130749826, + "TP": 33271, + "n_pred": 168567, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6996134141284428, + "FN": 20779, + "FP": 24133, + "IoU": 0.538004176396161, + "TN": 130977979, + "TP": 52301, + "n_pred": 76434, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.44781661627825886, + "FN": 922134, + "FP": 423940, + "IoU": 0.2885075442596921, + "TN": 129183290, + "TP": 545828, + "n_pred": 969768, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.12615898026938227, + "FN": 696497, + "FP": 421081, + "IoU": 0.06732640546395917, + "TN": 129876940, + "TP": 80674, + "n_pred": 501755, + "n_ref": 777171 + }, + "8": { + "Dice": 0.04009345524820445, + "FN": 125407, + "FP": 7709, + "IoU": 0.020456819921116146, + "TN": 130939296, + "TP": 2780, + "n_pred": 10489, + "n_ref": 128187 + }, + "9": { + "Dice": 0.20992459822625192, + "FN": 47530, + "FP": 88058, + "IoU": 0.11727137193117232, + "TN": 130921591, + "TP": 18013, + "n_pred": 106071, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13524396972897124, + "FN": 178527, + "FP": 294773, + "IoU": 0.0725263613757101, + "TN": 101106889, + "TP": 37011, + "n_pred": 331784, + "n_ref": 215538 + }, + "10": { + "Dice": 0.1725941656421147, + "FN": 38102, + "FP": 35926, + "IoU": 0.09444763850322328, + "TN": 101535451, + "TP": 7721, + "n_pred": 43647, + "n_ref": 45823 + }, + "11": { + "Dice": 0.09382640586797066, + "FN": 4652, + "FP": 1278, + "IoU": 0.04922238255571589, + "TN": 101610963, + "TP": 307, + "n_pred": 1585, + "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": 0.21678561155021026, + "FN": 52171, + "FP": 5006, + "IoU": 0.12157013366108466, + "TN": 101552110, + "TP": 7913, + "n_pred": 12919, + "n_ref": 60084 + }, + "14": { + "Dice": 0.39609953665489045, + "FN": 43775, + "FP": 11096, + "IoU": 0.24696017346910767, + "TN": 101544334, + "TP": 17995, + "n_pred": 29091, + "n_ref": 61770 + }, + "15": { + "Dice": 0.2590370665115852, + "FN": 24803, + "FP": 23613, + "IoU": 0.14878953568100706, + "TN": 101560321, + "TP": 8463, + "n_pred": 32076, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 2358, + "IoU": 0.0, + "TN": 101442499, + "TP": 0, + "n_pred": 2358, + "n_ref": 172343 + }, + "3": { + "Dice": 0.2862182313797803, + "FN": 119424, + "FP": 147666, + "IoU": 0.16700973053892215, + "TN": 101296560, + "TP": 53550, + "n_pred": 201216, + "n_ref": 172974 + }, + "4": { + "Dice": 0.012357334479954385, + "FN": 15552, + "FP": 90107, + "IoU": 0.006217080511662905, + "TN": 101510880, + "TP": 661, + "n_pred": 90768, + "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": 0.49326194491923525, + "FN": 988999, + "FP": 130170, + "IoU": 0.3273707352488653, + "TN": 99953328, + "TP": 544703, + "n_pred": 674873, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.24872336498431125, + "FN": 355064, + "FP": 84532, + "IoU": 0.14202402979132023, + "TN": 101104836, + "TP": 72768, + "n_pred": 157300, + "n_ref": 427832 + }, + "8": { + "Dice": 0.05736173984614898, + "FN": 224696, + "FP": 13520, + "IoU": 0.029527751523645014, + "TN": 101371736, + "TP": 7248, + "n_pred": 20768, + "n_ref": 231944 + }, + "9": { + "Dice": 0.17683435493815966, + "FN": 71247, + "FP": 19535, + "IoU": 0.09699302716520944, + "TN": 101516667, + "TP": 9751, + "n_pred": 29286, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0004773999604653158, + "FN": 211525, + "FP": 56466, + "IoU": 0.0002387569715170394, + "TN": 118914157, + "TP": 64, + "n_pred": 56530, + "n_ref": 211589 + }, + "10": { + "Dice": 0.27712499894561926, + "FN": 64321, + "FP": 21378, + "IoU": 0.1608503221510683, + "TN": 119080086, + "TP": 16427, + "n_pred": 37805, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 65, + "IoU": 0.0, + "TN": 119178109, + "TP": 0, + "n_pred": 65, + "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": 0.036188411034815085, + "FN": 32324, + "FP": 7679, + "IoU": 0.018427639004760268, + "TN": 119141458, + "TP": 751, + "n_pred": 8430, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 6073, + "IoU": 0.0, + "TN": 119110272, + "TP": 0, + "n_pred": 6073, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 1074, + "IoU": 0.0, + "TN": 119160418, + "TP": 0, + "n_pred": 1074, + "n_ref": 20720 + }, + "2": { + "Dice": 0.05325920953638088, + "FN": 187575, + "FP": 22574, + "IoU": 0.027358141257058224, + "TN": 118966152, + "TP": 5911, + "n_pred": 28485, + "n_ref": 193486 + }, + "3": { + "Dice": 0.0, + "FN": 197000, + "FP": 64495, + "IoU": 0.0, + "TN": 118920717, + "TP": 0, + "n_pred": 64495, + "n_ref": 197000 + }, + "4": { + "Dice": 0.3551051051051051, + "FN": 31512, + "FP": 11438, + "IoU": 0.21588315837517116, + "TN": 119127437, + "TP": 11825, + "n_pred": 23263, + "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": 0.22307752134118428, + "FN": 1512316, + "FP": 66016, + "IoU": 0.1255415044946466, + "TN": 117377287, + "TP": 226593, + "n_pred": 292609, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.02125067468578919, + "FN": 293492, + "FP": 87310, + "IoU": 0.010739447596483572, + "TN": 118797276, + "TP": 4134, + "n_pred": 91444, + "n_ref": 297626 + }, + "8": { + "Dice": 0.0, + "FN": 82164, + "FP": 380, + "IoU": 0.0, + "TN": 119099668, + "TP": 0, + "n_pred": 380, + "n_ref": 82164 + }, + "9": { + "Dice": 0.18617882802441962, + "FN": 72072, + "FP": 45504, + "IoU": 0.10264453348597596, + "TN": 119051187, + "TP": 13449, + "n_pred": 58953, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 106561, + "IoU": 0.0, + "TN": 61225919, + "TP": 0, + "n_pred": 106561, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 4472, + "IoU": 0.0, + "TN": 61293580, + "TP": 0, + "n_pred": 4472, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0, + "FN": 52696, + "FP": 81, + "IoU": 0.0, + "TN": 61279703, + "TP": 0, + "n_pred": 81, + "n_ref": 52696 + }, + "14": { + "Dice": 0.2445719570380646, + "FN": 229850, + "FP": 21737, + "IoU": 0.13932325965660097, + "TN": 61040167, + "TP": 40726, + "n_pred": 62463, + "n_ref": 270576 + }, + "15": { + "Dice": 0.24940514817218257, + "FN": 83239, + "FP": 6981, + "IoU": 0.14246880019770172, + "TN": 61227271, + "TP": 14989, + "n_pred": 21970, + "n_ref": 98228 + }, + "2": { + "Dice": 0.04244529202446144, + "FN": 156958, + "FP": 22798, + "IoU": 0.021682812670077285, + "TN": 61148740, + "TP": 3984, + "n_pred": 26782, + "n_ref": 160942 + }, + "3": { + "Dice": 0.031330690251092815, + "FN": 125563, + "FP": 65013, + "IoU": 0.015914653667806134, + "TN": 61138822, + "TP": 3082, + "n_pred": 68095, + "n_ref": 128645 + }, + "4": { + "Dice": 0.012145390070921986, + "FN": 41915, + "FP": 2657, + "IoU": 0.006109797975293226, + "TN": 61287634, + "TP": 274, + "n_pred": 2931, + "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": 0.26481237801401564, + "FN": 1010782, + "FP": 73669, + "IoU": 0.1526131091869641, + "TN": 60052721, + "TP": 195308, + "n_pred": 268977, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.08760359846767123, + "FN": 194085, + "FP": 17174, + "IoU": 0.04580828451542676, + "TN": 61111079, + "TP": 10142, + "n_pred": 27316, + "n_ref": 204227 + }, + "8": { + "Dice": 0.006094196117949087, + "FN": 81959, + "FP": 891, + "IoU": 0.00305641124374278, + "TN": 61249376, + "TP": 254, + "n_pred": 1145, + "n_ref": 82213 + }, + "9": { + "Dice": 0.08717142215232532, + "FN": 59882, + "FP": 13252, + "IoU": 0.045571999060371154, + "TN": 61255854, + "TP": 3492, + "n_pred": 16744, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2976068486931708, + "FN": 96852, + "FP": 282205, + "IoU": 0.1748167563201926, + "TN": 148648139, + "TP": 80304, + "n_pred": 362509, + "n_ref": 177156 + }, + "10": { + "Dice": 0.05956263306218388, + "FN": 70382, + "FP": 6037, + "IoU": 0.030695467979045904, + "TN": 149028661, + "TP": 2420, + "n_pred": 8457, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 3220, + "IoU": 0.0, + "TN": 149019913, + "TP": 0, + "n_pred": 3220, + "n_ref": 84367 + }, + "14": { + "Dice": 0.19212474469543267, + "FN": 78909, + "FP": 40150, + "IoU": 0.10627101849627672, + "TN": 148974284, + "TP": 14157, + "n_pred": 54307, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5045443744802186, + "FN": 21056, + "FP": 12306, + "IoU": 0.3373850523347038, + "TN": 149057151, + "TP": 16987, + "n_pred": 29293, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 18047, + "IoU": 0.0, + "TN": 148932449, + "TP": 0, + "n_pred": 18047, + "n_ref": 157004 + }, + "3": { + "Dice": 0.0070438883324821415, + "FN": 59555, + "FP": 90152, + "IoU": 0.0035343920978713776, + "TN": 148957262, + "TP": 531, + "n_pred": 90683, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6505102040816326, + "FN": 10278, + "FP": 6436, + "IoU": 0.4820415879017013, + "TN": 149075231, + "TP": 15555, + "n_pred": 21991, + "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": 0.3663534039995629, + "FN": 851267, + "FP": 30105, + "IoU": 0.224254991805746, + "TN": 147971338, + "TP": 254790, + "n_pred": 284895, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.014147479025383975, + "FN": 272494, + "FP": 95298, + "IoU": 0.007124133779300329, + "TN": 148737069, + "TP": 2639, + "n_pred": 97937, + "n_ref": 275133 + }, + "8": { + "Dice": 0.10814769260646863, + "FN": 215702, + "FP": 4730, + "IoU": 0.05716497645393226, + "TN": 148873703, + "TP": 13365, + "n_pred": 18095, + "n_ref": 229067 + }, + "9": { + "Dice": 6.168333830226891e-05, + "FN": 87484, + "FP": 9781, + "IoU": 3.084262038902825e-05, + "TN": 149010232, + "TP": 3, + "n_pred": 9784, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 515104, + "FP": 26415, + "IoU": 0.0, + "TN": 100171281, + "TP": 0, + "n_pred": 26415, + "n_ref": 515104 + }, + "10": { + "Dice": 0.16562833748665004, + "FN": 34749, + "FP": 2751, + "IoU": 0.09029159186841977, + "TN": 100671578, + "TP": 3722, + "n_pred": 6473, + "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": 0.0, + "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": 0.10390631776781842, + "FN": 144911, + "FP": 10046, + "IoU": 0.054800202511879274, + "TN": 100548859, + "TP": 8984, + "n_pred": 19030, + "n_ref": 153895 + }, + "15": { + "Dice": 0.00026354627872654437, + "FN": 95251, + "FP": 18551, + "IoU": 0.0001317905058119613, + "TN": 100598983, + "TP": 15, + "n_pred": 18566, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 31955, + "IoU": 0.0, + "TN": 100447689, + "TP": 0, + "n_pred": 31955, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0014649355791279675, + "FN": 223723, + "FP": 78918, + "IoU": 0.0007330046918903927, + "TN": 100409937, + "TP": 222, + "n_pred": 79140, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 11103, + "IoU": 0.0, + "TN": 100644045, + "TP": 0, + "n_pred": 11103, + "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": 0.07870929047828946, + "FN": 1990945, + "FP": 48999, + "IoU": 0.0409668823610163, + "TN": 98585716, + "TP": 87140, + "n_pred": 136139, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0005040842278918969, + "FN": 172254, + "FP": 2232, + "IoU": 0.0002521056551882198, + "TN": 100538270, + "TP": 44, + "n_pred": 2276, + "n_ref": 172298 + }, + "8": { + "Dice": 0.0, + "FN": 106000, + "FP": 20, + "IoU": 0.0, + "TN": 100606780, + "TP": 0, + "n_pred": 20, + "n_ref": 106000 + }, + "9": { + "Dice": 0.018495927666750386, + "FN": 100824, + "FP": 8598, + "IoU": 0.009334286981793161, + "TN": 100602347, + "TP": 1031, + "n_pred": 9629, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17524482434234123, + "FN": 51940, + "FP": 191790, + "IoU": 0.09603744473785716, + "TN": 78681076, + "TP": 25894, + "n_pred": 217684, + "n_ref": 77834 + }, + "10": { + "Dice": 0.04332617060616661, + "FN": 38077, + "FP": 211, + "IoU": 0.022142765930277104, + "TN": 78911545, + "TP": 867, + "n_pred": 1078, + "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": 0.0, + "FN": 59405, + "FP": 86, + "IoU": 0.0, + "TN": 78891209, + "TP": 0, + "n_pred": 86, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 15418, + "IoU": 0.0, + "TN": 78908013, + "TP": 0, + "n_pred": 15418, + "n_ref": 27269 + }, + "15": { + "Dice": 0.5467961611401644, + "FN": 35332, + "FP": 4099, + "IoU": 0.3762694169382138, + "TN": 78887482, + "TP": 23787, + "n_pred": 27886, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0, + "FN": 100121, + "FP": 10917, + "IoU": 0.0, + "TN": 78839662, + "TP": 0, + "n_pred": 10917, + "n_ref": 100121 + }, + "3": { + "Dice": 0.24366151197649225, + "FN": 64154, + "FP": 63255, + "IoU": 0.13873266095232945, + "TN": 78802768, + "TP": 20523, + "n_pred": 83778, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 143, + "IoU": 0.0, + "TN": 78933429, + "TP": 0, + "n_pred": 143, + "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": 0.2779127461794091, + "FN": 589548, + "FP": 21249, + "IoU": 0.16138133858365014, + "TN": 78222363, + "TP": 117540, + "n_pred": 138789, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 2154, + "IoU": 0.0, + "TN": 78227433, + "TP": 0, + "n_pred": 2154, + "n_ref": 721113 + }, + "8": { + "Dice": 0.0, + "FN": 331108, + "FP": 3778, + "IoU": 0.0, + "TN": 78615814, + "TP": 0, + "n_pred": 3778, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 16421, + "IoU": 0.0, + "TN": 78877231, + "TP": 0, + "n_pred": 16421, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3047707755370786, + "FN": 72289, + "FP": 274045, + "IoU": 0.17978145441283044, + "TN": 104582194, + "TP": 75912, + "n_pred": 349957, + "n_ref": 148201 + }, + "10": { + "Dice": 0.23431942396113473, + "FN": 73729, + "FP": 14531, + "IoU": 0.13270770893725742, + "TN": 104902675, + "TP": 13505, + "n_pred": 28036, + "n_ref": 87234 + }, + "11": { + "Dice": 0.06692406692406692, + "FN": 4175, + "FP": 175, + "IoU": 0.03462050599201065, + "TN": 104999934, + "TP": 156, + "n_pred": 331, + "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": 0.21223484152627542, + "FN": 67998, + "FP": 4901, + "IoU": 0.11871516822011871, + "TN": 104921721, + "TP": 9820, + "n_pred": 14721, + "n_ref": 77818 + }, + "14": { + "Dice": 0.1820955480409855, + "FN": 62920, + "FP": 1418, + "IoU": 0.10016783216783216, + "TN": 104932940, + "TP": 7162, + "n_pred": 8580, + "n_ref": 70082 + }, + "15": { + "Dice": 0.0048575129533678756, + "FN": 24300, + "FP": 284, + "IoU": 0.0024346696964778446, + "TN": 104979796, + "TP": 60, + "n_pred": 344, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 544, + "IoU": 0.0, + "TN": 104833146, + "TP": 0, + "n_pred": 544, + "n_ref": 170750 + }, + "3": { + "Dice": 0.17259405322589796, + "FN": 129210, + "FP": 104092, + "IoU": 0.09444757117627652, + "TN": 104746805, + "TP": 24333, + "n_pred": 128425, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 69861, + "IoU": 0.0, + "TN": 104934579, + "TP": 0, + "n_pred": 69861, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7254527708956745, + "FN": 390384, + "FP": 249565, + "IoU": 0.5691846911043686, + "TN": 103519003, + "TP": 845488, + "n_pred": 1095053, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.4321558965714263, + "FN": 123445, + "FP": 156819, + "IoU": 0.27563703280599416, + "TN": 104617529, + "TP": 106647, + "n_pred": 263466, + "n_ref": 230092 + }, + "8": { + "Dice": 0.16108169366341663, + "FN": 333202, + "FP": 10278, + "IoU": 0.08759589434090571, + "TN": 104627984, + "TP": 32976, + "n_pred": 43254, + "n_ref": 366178 + }, + "9": { + "Dice": 0.30913866813192703, + "FN": 70487, + "FP": 32613, + "IoU": 0.18282910745282047, + "TN": 104878273, + "TP": 23067, + "n_pred": 55680, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3392865495745265, + "FN": 283932, + "FP": 238693, + "IoU": 0.2043016809959608, + "TN": 177019475, + "TP": 134188, + "n_pred": 372881, + "n_ref": 418120 + }, + "10": { + "Dice": 0.03697315192252655, + "FN": 69571, + "FP": 54932, + "IoU": 0.018834766299165438, + "TN": 177549395, + "TP": 2390, + "n_pred": 57322, + "n_ref": 71961 + }, + "11": { + "Dice": 0.1130484767196781, + "FN": 4448, + "FP": 181, + "IoU": 0.059910641754671, + "TN": 177671364, + "TP": 295, + "n_pred": 476, + "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": 0.11101654637295105, + "FN": 72061, + "FP": 8368, + "IoU": 0.05877052345788815, + "TN": 177590837, + "TP": 5022, + "n_pred": 13390, + "n_ref": 77083 + }, + "14": { + "Dice": 2.1876572378639716e-05, + "FN": 76244, + "FP": 15176, + "IoU": 1.0938405836733354e-05, + "TN": 177584867, + "TP": 1, + "n_pred": 15177, + "n_ref": 76245 + }, + "15": { + "Dice": 0.0, + "FN": 23169, + "FP": 582, + "IoU": 0.0, + "TN": 177652537, + "TP": 0, + "n_pred": 582, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 3758, + "IoU": 0.0, + "TN": 177458164, + "TP": 0, + "n_pred": 3758, + "n_ref": 214366 + }, + "3": { + "Dice": 0.11295562686289307, + "FN": 178831, + "FP": 264300, + "IoU": 0.059858490065663156, + "TN": 177204943, + "TP": 28214, + "n_pred": 292514, + "n_ref": 207045 + }, + "4": { + "Dice": 0.03945316230066524, + "FN": 31954, + "FP": 88756, + "IoU": 0.020123549992288273, + "TN": 177553099, + "TP": 2479, + "n_pred": 91235, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6471455089593514, + "FN": 780597, + "FP": 337119, + "IoU": 0.4783555905273681, + "TN": 175533610, + "TP": 1024962, + "n_pred": 1362081, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.24718302605829642, + "FN": 272191, + "FP": 312537, + "IoU": 0.14102044294016372, + "TN": 176995564, + "TP": 95996, + "n_pred": 408533, + "n_ref": 368187 + }, + "8": { + "Dice": 0.27055017563340134, + "FN": 161435, + "FP": 43528, + "IoU": 0.15643713499030756, + "TN": 177433315, + "TP": 38010, + "n_pred": 81538, + "n_ref": 199445 + }, + "9": { + "Dice": 0.28417099942229923, + "FN": 105710, + "FP": 42982, + "IoU": 0.16561731928217904, + "TN": 177498082, + "TP": 29514, + "n_pred": 72496, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28421244642734617, + "FN": 102146, + "FP": 325575, + "IoU": 0.1656454762336702, + "TN": 193492898, + "TP": 84916, + "n_pred": 410491, + "n_ref": 187062 + }, + "10": { + "Dice": 0.2263076894550444, + "FN": 74841, + "FP": 8611, + "IoU": 0.12759128971220088, + "TN": 193909878, + "TP": 12205, + "n_pred": 20816, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.018315276349342765, + "FN": 66227, + "FP": 3452, + "IoU": 0.009242275590439221, + "TN": 193935206, + "TP": 650, + "n_pred": 4102, + "n_ref": 66877 + }, + "14": { + "Dice": 0.2214611074220343, + "FN": 56892, + "FP": 76766, + "IoU": 0.12451856315665365, + "TN": 193852867, + "TP": 19010, + "n_pred": 95776, + "n_ref": 75902 + }, + "15": { + "Dice": 0.30086045438506015, + "FN": 15424, + "FP": 10333, + "IoU": 0.17706635994760217, + "TN": 193974236, + "TP": 5542, + "n_pred": 15875, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 6082, + "IoU": 0.0, + "TN": 193860554, + "TP": 0, + "n_pred": 6082, + "n_ref": 138899 + }, + "3": { + "Dice": 0.14938264468149498, + "FN": 112590, + "FP": 137557, + "IoU": 0.08072043864291174, + "TN": 193733423, + "TP": 21965, + "n_pred": 159522, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6434177106817728, + "FN": 9756, + "FP": 2739, + "IoU": 0.4742931672837428, + "TN": 193981767, + "TP": 11273, + "n_pred": 14012, + "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": 0.2642500130508522, + "FN": 1167531, + "FP": 44545, + "IoU": 0.15223967451401968, + "TN": 192575796, + "TP": 217663, + "n_pred": 262208, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.010690594645818527, + "FN": 320167, + "FP": 13903, + "IoU": 0.00537402307406029, + "TN": 193669660, + "TP": 1805, + "n_pred": 15708, + "n_ref": 321972 + }, + "8": { + "Dice": 0.035057614125684596, + "FN": 237030, + "FP": 3644, + "IoU": 0.017841548117496307, + "TN": 193760489, + "TP": 4372, + "n_pred": 8016, + "n_ref": 241402 + }, + "9": { + "Dice": 0.09704816248776314, + "FN": 92915, + "FP": 9468, + "IoU": 0.05099874866756268, + "TN": 193897650, + "TP": 5502, + "n_pred": 14970, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1818260892838026, + "FN": 87278, + "FP": 157284, + "IoU": 0.10000478403750686, + "TN": 99384063, + "TP": 27175, + "n_pred": 184459, + "n_ref": 114453 + }, + "10": { + "Dice": 0.23153364902699528, + "FN": 58288, + "FP": 30642, + "IoU": 0.13092341219814907, + "TN": 99553473, + "TP": 13397, + "n_pred": 44039, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 151, + "IoU": 0.0, + "TN": 99652007, + "TP": 0, + "n_pred": 151, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 2297, + "IoU": 0.0, + "TN": 99608072, + "TP": 0, + "n_pred": 2297, + "n_ref": 45431 + }, + "14": { + "Dice": 0.013498274271264054, + "FN": 53745, + "FP": 3991, + "IoU": 0.006794997505633827, + "TN": 99597669, + "TP": 395, + "n_pred": 4386, + "n_ref": 54140 + }, + "15": { + "Dice": 0.09814502529510961, + "FN": 35910, + "FP": 1526, + "IoU": 0.05160489448483774, + "TN": 99616327, + "TP": 2037, + "n_pred": 3563, + "n_ref": 37947 + }, + "2": { + "Dice": 0.05320074394048476, + "FN": 111205, + "FP": 15045, + "IoU": 0.027327287995870475, + "TN": 99526003, + "TP": 3547, + "n_pred": 18592, + "n_ref": 114752 + }, + "3": { + "Dice": 0.2941808184655918, + "FN": 82719, + "FP": 114453, + "IoU": 0.172457210969437, + "TN": 99417538, + "TP": 41090, + "n_pred": 155543, + "n_ref": 123809 + }, + "4": { + "Dice": 0.06697747991508138, + "FN": 15688, + "FP": 73968, + "IoU": 0.034649094472080456, + "TN": 99562926, + "TP": 3218, + "n_pred": 77186, + "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": 0.6333945124262647, + "FN": 657343, + "FP": 149225, + "IoU": 0.46348014711311464, + "TN": 98152467, + "TP": 696765, + "n_pred": 845990, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.16458110769309978, + "FN": 135006, + "FP": 189525, + "IoU": 0.08966950726231283, + "TN": 99299302, + "TP": 31967, + "n_pred": 221492, + "n_ref": 166973 + }, + "8": { + "Dice": 0.3916218742696892, + "FN": 74110, + "FP": 9194, + "IoU": 0.2434886846598133, + "TN": 99545684, + "TP": 26812, + "n_pred": 36006, + "n_ref": 100922 + }, + "9": { + "Dice": 0.3354299070329324, + "FN": 69989, + "FP": 31233, + "IoU": 0.20151143436383287, + "TN": 99529033, + "TP": 25545, + "n_pred": 56778, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3977028050428404, + "FN": 286223, + "FP": 200503, + "IoU": 0.24820788945678315, + "TN": 62436099, + "TP": 160695, + "n_pred": 361198, + "n_ref": 446918 + }, + "10": { + "Dice": 0.33114854974500496, + "FN": 53086, + "FP": 18653, + "IoU": 0.19842901517352343, + "TN": 62994022, + "TP": 17759, + "n_pred": 36412, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0042779389652470405, + "FN": 45554, + "FP": 1463, + "IoU": 0.0021435544802410967, + "TN": 63036402, + "TP": 101, + "n_pred": 1564, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 70249, + "IoU": 0.0, + "TN": 63013271, + "TP": 0, + "n_pred": 70249, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1783, + "IoU": 0.0, + "TN": 63081737, + "TP": 0, + "n_pred": 1783, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 242, + "IoU": 0.0, + "TN": 62959306, + "TP": 0, + "n_pred": 242, + "n_ref": 123972 + }, + "3": { + "Dice": 0.25351918571456694, + "FN": 101835, + "FP": 49829, + "IoU": 0.14516001758558883, + "TN": 62906102, + "TP": 25754, + "n_pred": 75583, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 16638, + "IoU": 0.0, + "TN": 63048853, + "TP": 0, + "n_pred": 16638, + "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": 0.1767447744791246, + "FN": 1013714, + "FP": 66494, + "IoU": 0.09693912953334956, + "TN": 61887357, + "TP": 115955, + "n_pred": 182449, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.1488931933017018, + "FN": 131521, + "FP": 155845, + "IoU": 0.0804346852180146, + "TN": 62771018, + "TP": 25136, + "n_pred": 180981, + "n_ref": 156657 + }, + "8": { + "Dice": 0.0, + "FN": 111958, + "FP": 1051, + "IoU": 0.0, + "TN": 62970511, + "TP": 0, + "n_pred": 1051, + "n_ref": 111958 + }, + "9": { + "Dice": 0.35537490270690997, + "FN": 32616, + "FP": 4653, + "IoU": 0.21608262168188128, + "TN": 63035978, + "TP": 10273, + "n_pred": 14926, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2830506903901399, + "FN": 243766, + "FP": 104381, + "IoU": 0.16485675424771692, + "TN": 109191947, + "TP": 68724, + "n_pred": 173105, + "n_ref": 312490 + }, + "10": { + "Dice": 0.17632855692203542, + "FN": 76207, + "FP": 33296, + "IoU": 0.096688774500099, + "TN": 109487594, + "TP": 11721, + "n_pred": 45017, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 7, + "IoU": 0.0, + "TN": 109604345, + "TP": 0, + "n_pred": 7, + "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": 0.012376464128843339, + "FN": 80238, + "FP": 6104, + "IoU": 0.006226764729578859, + "TN": 109521935, + "TP": 541, + "n_pred": 6645, + "n_ref": 80779 + }, + "14": { + "Dice": 0.18319026789232434, + "FN": 78552, + "FP": 85211, + "IoU": 0.10083073898982578, + "TN": 109426691, + "TP": 18364, + "n_pred": 103575, + "n_ref": 96916 + }, + "15": { + "Dice": 0.0, + "FN": 103541, + "FP": 18002, + "IoU": 0.0, + "TN": 109487275, + "TP": 0, + "n_pred": 18002, + "n_ref": 103541 + }, + "2": { + "Dice": 0.04715171829915165, + "FN": 208603, + "FP": 11989, + "IoU": 0.024145100641451006, + "TN": 109382768, + "TP": 5458, + "n_pred": 17447, + "n_ref": 214061 + }, + "3": { + "Dice": 0.05767235519301635, + "FN": 234403, + "FP": 134343, + "IoU": 0.029692392705839014, + "TN": 109228788, + "TP": 11284, + "n_pred": 145627, + "n_ref": 245687 + }, + "4": { + "Dice": 0.03087328684001877, + "FN": 49336, + "FP": 10557, + "IoU": 0.015678669449603104, + "TN": 109547971, + "TP": 954, + "n_pred": 11511, + "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": 0.3080553170546715, + "FN": 961285, + "FP": 337819, + "IoU": 0.18207174274658341, + "TN": 108020532, + "TP": 289182, + "n_pred": 627001, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.2989809817976449, + "FN": 971125, + "FP": 92630, + "IoU": 0.1757658077883276, + "TN": 108318220, + "TP": 226843, + "n_pred": 319473, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.012971765106898707, + "FN": 88733, + "FP": 15511, + "IoU": 0.006528223846601035, + "TN": 109503889, + "TP": 685, + "n_pred": 16196, + "n_ref": 89418 + }, + "9": { + "Dice": 0.19564596036585366, + "FN": 42880, + "FP": 58430, + "IoU": 0.10842991789212451, + "TN": 109495187, + "TP": 12321, + "n_pred": 70751, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12847704722201905, + "FN": 37696, + "FP": 248296, + "IoU": 0.06864839516465193, + "TN": 66760280, + "TP": 21080, + "n_pred": 269376, + "n_ref": 58776 + }, + "10": { + "Dice": 0.01885490917452288, + "FN": 77935, + "FP": 11672, + "IoU": 0.009517177344475394, + "TN": 66976884, + "TP": 861, + "n_pred": 12533, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 75476, + "FP": 20007, + "IoU": 0.0, + "TN": 66971869, + "TP": 0, + "n_pred": 20007, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16362580457823162, + "FN": 27981, + "FP": 6583, + "IoU": 0.08910264857029912, + "TN": 67029407, + "TP": 3381, + "n_pred": 9964, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 968, + "IoU": 0.0, + "TN": 66920346, + "TP": 0, + "n_pred": 968, + "n_ref": 146038 + }, + "3": { + "Dice": 0.08572286033885357, + "FN": 150944, + "FP": 50122, + "IoU": 0.04478079927028106, + "TN": 66856860, + "TP": 9426, + "n_pred": 59548, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1260, + "IoU": 0.0, + "TN": 67053053, + "TP": 0, + "n_pred": 1260, + "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": 0.32233846228499424, + "FN": 867293, + "FP": 26487, + "IoU": 0.1921355738559894, + "TN": 65961003, + "TP": 212569, + "n_pred": 239056, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.043045024162181277, + "FN": 342845, + "FP": 46873, + "IoU": 0.021995919524797795, + "TN": 66668869, + "TP": 8765, + "n_pred": 55638, + "n_ref": 351610 + }, + "8": { + "Dice": 0.4302485899310633, + "FN": 59969, + "FP": 8216, + "IoU": 0.2740870861279676, + "TN": 66973422, + "TP": 25745, + "n_pred": 33961, + "n_ref": 85714 + }, + "9": { + "Dice": 0.07353981049356527, + "FN": 73964, + "FP": 11199, + "IoU": 0.03817354279841433, + "TN": 66978809, + "TP": 3380, + "n_pred": 14579, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4369697593280266, + "FN": 86785, + "FP": 153987, + "IoU": 0.2795657741977954, + "TN": 74185076, + "TP": 93432, + "n_pred": 247419, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0020558982052564317, + "FN": 56075, + "FP": 15765, + "IoU": 0.0010290068693161276, + "TN": 74447366, + "TP": 74, + "n_pred": 15839, + "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": 0.0, + "FN": 42890, + "FP": 8908, + "IoU": 0.0, + "TN": 74467482, + "TP": 0, + "n_pred": 8908, + "n_ref": 42890 + }, + "14": { + "Dice": 0.08988648268045132, + "FN": 29308, + "FP": 23687, + "IoU": 0.04705818888009782, + "TN": 74463668, + "TP": 2617, + "n_pred": 26304, + "n_ref": 31925 + }, + "15": { + "Dice": 0.007526777960050178, + "FN": 30242, + "FP": 613, + "IoU": 0.0037776055792328555, + "TN": 74488308, + "TP": 117, + "n_pred": 730, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 577, + "IoU": 0.0, + "TN": 74377795, + "TP": 0, + "n_pred": 577, + "n_ref": 140908 + }, + "3": { + "Dice": 0.25883240236630606, + "FN": 117204, + "FP": 102925, + "IoU": 0.14865450213871895, + "TN": 74260714, + "TP": 38437, + "n_pred": 141362, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 899, + "IoU": 0.0, + "TN": 74505103, + "TP": 0, + "n_pred": 899, + "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": 0.1830694212582743, + "FN": 1442324, + "FP": 17910, + "IoU": 0.10075752117345886, + "TN": 72895431, + "TP": 163615, + "n_pred": 181525, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.14681949352304552, + "FN": 149969, + "FP": 50188, + "IoU": 0.07922568417372423, + "TN": 74301901, + "TP": 17222, + "n_pred": 67410, + "n_ref": 167191 + }, + "8": { + "Dice": 0.0, + "FN": 64379, + "FP": 2264, + "IoU": 0.0, + "TN": 74452637, + "TP": 0, + "n_pred": 2264, + "n_ref": 64379 + }, + "9": { + "Dice": 0.0747661787328822, + "FN": 88897, + "FP": 9138, + "IoU": 0.03883485626887329, + "TN": 74417284, + "TP": 3961, + "n_pred": 13099, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03673240559632227, + "FN": 275552, + "FP": 111041, + "IoU": 0.0187098313551492, + "TN": 65657216, + "TP": 7371, + "n_pred": 118412, + "n_ref": 282923 + }, + "10": { + "Dice": 0.18619127901756766, + "FN": 74201, + "FP": 7376, + "IoU": 0.10265210265210266, + "TN": 65960271, + "TP": 9332, + "n_pred": 16708, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 257, + "IoU": 0.0, + "TN": 66047286, + "TP": 0, + "n_pred": 257, + "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": 0.0011493341788205453, + "FN": 47597, + "FP": 2809, + "IoU": 0.000574997521562407, + "TN": 66000745, + "TP": 29, + "n_pred": 2838, + "n_ref": 47626 + }, + "14": { + "Dice": 0.03772278096984714, + "FN": 54802, + "FP": 142486, + "IoU": 0.01922398150679824, + "TN": 65850025, + "TP": 3867, + "n_pred": 146353, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6469388679929307, + "FN": 10320, + "FP": 5262, + "IoU": 0.4781298144550874, + "TN": 66021322, + "TP": 14276, + "n_pred": 19538, + "n_ref": 24596 + }, + "2": { + "Dice": 0.055872722962279506, + "FN": 139589, + "FP": 7760, + "IoU": 0.028739231027823005, + "TN": 65899471, + "TP": 4360, + "n_pred": 12120, + "n_ref": 143949 + }, + "3": { + "Dice": 0.05291701575495024, + "FN": 150353, + "FP": 81384, + "IoU": 0.027177586257561573, + "TN": 65812969, + "TP": 6474, + "n_pred": 87858, + "n_ref": 156827 + }, + "4": { + "Dice": 0.49236347991764234, + "FN": 13506, + "FP": 19532, + "IoU": 0.32657969832857725, + "TN": 66002120, + "TP": 16022, + "n_pred": 35554, + "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": 0.685544647705912, + "FN": 410595, + "FP": 151654, + "IoU": 0.5215427412650016, + "TN": 64876051, + "TP": 612880, + "n_pred": 764534, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.2313052777815986, + "FN": 842003, + "FP": 52155, + "IoU": 0.13077738904059252, + "TN": 65022493, + "TP": 134529, + "n_pred": 186684, + "n_ref": 976532 + }, + "8": { + "Dice": 0.002601163161640205, + "FN": 81192, + "FP": 98, + "IoU": 0.0013022752960833456, + "TN": 65969784, + "TP": 106, + "n_pred": 204, + "n_ref": 81298 + }, + "9": { + "Dice": 0.18624431965851007, + "FN": 58261, + "FP": 45064, + "IoU": 0.10268434810549809, + "TN": 65936031, + "TP": 11824, + "n_pred": 56888, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4467870733124637, + "FN": 58307, + "FP": 177791, + "IoU": 0.287653460536995, + "TN": 113141103, + "TP": 95339, + "n_pred": 273130, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5029782785137497, + "FN": 44003, + "FP": 28257, + "IoU": 0.3359859588506106, + "TN": 113363717, + "TP": 36563, + "n_pred": 64820, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 29, + "IoU": 0.0, + "TN": 113469281, + "TP": 0, + "n_pred": 29, + "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": 0.0, + "FN": 76876, + "FP": 6332, + "IoU": 0.0, + "TN": 113389332, + "TP": 0, + "n_pred": 6332, + "n_ref": 76876 + }, + "14": { + "Dice": 0.32825261645803405, + "FN": 199612, + "FP": 62262, + "IoU": 0.19635300146996995, + "TN": 113146683, + "TP": 63983, + "n_pred": 126245, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6376229582167674, + "FN": 7752, + "FP": 8310, + "IoU": 0.4680223892955321, + "TN": 113442347, + "TP": 14131, + "n_pred": 22441, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 8166, + "IoU": 0.0, + "TN": 113337286, + "TP": 0, + "n_pred": 8166, + "n_ref": 127088 + }, + "3": { + "Dice": 0.17214940702256581, + "FN": 97387, + "FP": 122986, + "IoU": 0.09418133390330721, + "TN": 113229254, + "TP": 22913, + "n_pred": 145899, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6438594774439769, + "FN": 14643, + "FP": 3554, + "IoU": 0.4747734226173296, + "TN": 113437894, + "TP": 16449, + "n_pred": 20003, + "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": 0.4539892567398113, + "FN": 793349, + "FP": 49204, + "IoU": 0.2936520711249717, + "TN": 112279710, + "TP": 350277, + "n_pred": 399481, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.15256182242773852, + "FN": 193362, + "FP": 80619, + "IoU": 0.08258020445816577, + "TN": 113173897, + "TP": 24662, + "n_pred": 105281, + "n_ref": 218024 + }, + "8": { + "Dice": 0.11095138636382855, + "FN": 201453, + "FP": 8823, + "IoU": 0.058734002694754185, + "TN": 113249143, + "TP": 13121, + "n_pred": 21944, + "n_ref": 214574 + }, + "9": { + "Dice": 0.09588117248412673, + "FN": 100410, + "FP": 9520, + "IoU": 0.05035461605577104, + "TN": 113356781, + "TP": 5829, + "n_pred": 15349, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10990089993783975, + "FN": 99430, + "FP": 350200, + "IoU": 0.05814557550671571, + "TN": 74719340, + "TP": 27758, + "n_pred": 377958, + "n_ref": 127188 + }, + "10": { + "Dice": 0.09144824696918122, + "FN": 93070, + "FP": 45724, + "IoU": 0.04791499461513661, + "TN": 75050949, + "TP": 6985, + "n_pred": 52709, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 49, + "IoU": 0.0, + "TN": 75193135, + "TP": 0, + "n_pred": 49, + "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": 0.03003448275862069, + "FN": 54389, + "FP": 1869, + "IoU": 0.015246197202821684, + "TN": 75139599, + "TP": 871, + "n_pred": 2740, + "n_ref": 55260 + }, + "14": { + "Dice": 0.19498888539954065, + "FN": 117223, + "FP": 13510, + "IoU": 0.10802641813244546, + "TN": 75050162, + "TP": 15833, + "n_pred": 29343, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 9201, + "IoU": 0.0, + "TN": 75113715, + "TP": 0, + "n_pred": 9201, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 6574, + "IoU": 0.0, + "TN": 75043842, + "TP": 0, + "n_pred": 6574, + "n_ref": 146312 + }, + "3": { + "Dice": 0.06102440286280935, + "FN": 140438, + "FP": 77348, + "IoU": 0.03147249658681064, + "TN": 74971865, + "TP": 7077, + "n_pred": 84425, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5160279585442276, + "FN": 12117, + "FP": 11979, + "IoU": 0.34773428617833363, + "TN": 75159786, + "TP": 12846, + "n_pred": 24825, + "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": 0.6684931348882978, + "FN": 560884, + "FP": 129064, + "IoU": 0.5020575953487231, + "TN": 73811130, + "TP": 695650, + "n_pred": 824714, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.2789779128566563, + "FN": 109223, + "FP": 110931, + "IoU": 0.1621001351119907, + "TN": 74933983, + "TP": 42591, + "n_pred": 153522, + "n_ref": 151814 + }, + "8": { + "Dice": 0.3242608467854852, + "FN": 66791, + "FP": 8014, + "IoU": 0.1935031750994577, + "TN": 75103975, + "TP": 17948, + "n_pred": 25962, + "n_ref": 84739 + }, + "9": { + "Dice": 0.09961498622158814, + "FN": 72136, + "FP": 20004, + "IoU": 0.05241831812992997, + "TN": 75099491, + "TP": 5097, + "n_pred": 25101, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21355153049341385, + "FN": 170463, + "FP": 163824, + "IoU": 0.11953970917078643, + "TN": 86548199, + "TP": 45386, + "n_pred": 209210, + "n_ref": 215849 + }, + "10": { + "Dice": 0.31351351351351353, + "FN": 53951, + "FP": 11200, + "IoU": 0.1858974358974359, + "TN": 86847844, + "TP": 14877, + "n_pred": 26077, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 221, + "IoU": 0.0, + "TN": 86925061, + "TP": 0, + "n_pred": 221, + "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": 0.052953398634609676, + "FN": 53577, + "FP": 10235, + "IoU": 0.027196780291481187, + "TN": 86862276, + "TP": 1784, + "n_pred": 12019, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3431568311400871, + "FN": 61882, + "FP": 20027, + "IoU": 0.20711485407289096, + "TN": 86824567, + "TP": 21396, + "n_pred": 41423, + "n_ref": 83278 + }, + "15": { + "Dice": 0.0066545748670310545, + "FN": 162110, + "FP": 0, + "IoU": 0.0033383952340258097, + "TN": 86765219, + "TP": 543, + "n_pred": 543, + "n_ref": 162653 + }, + "2": { + "Dice": 0.18484463765885686, + "FN": 109805, + "FP": 17325, + "IoU": 0.10183405866726954, + "TN": 86786328, + "TP": 14414, + "n_pred": 31739, + "n_ref": 124219 + }, + "3": { + "Dice": 0.003536170666253306, + "FN": 169986, + "FP": 35722, + "IoU": 0.001771216995918922, + "TN": 86721799, + "TP": 365, + "n_pred": 36087, + "n_ref": 170351 + }, + "4": { + "Dice": 0.26530535499398317, + "FN": 9467, + "FP": 29607, + "IoU": 0.1529406663920744, + "TN": 86881743, + "TP": 7055, + "n_pred": 36662, + "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": 0.528435054942735, + "FN": 711240, + "FP": 115245, + "IoU": 0.3590973383252014, + "TN": 85638308, + "TP": 463079, + "n_pred": 578324, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.23112108850464255, + "FN": 877940, + "FP": 88590, + "IoU": 0.1306596438018811, + "TN": 85816075, + "TP": 145267, + "n_pred": 233857, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.0, + "FN": 54388, + "FP": 1038, + "IoU": 0.0, + "TN": 86872446, + "TP": 0, + "n_pred": 1038, + "n_ref": 54388 + }, + "9": { + "Dice": 0.25837980796872306, + "FN": 35031, + "FP": 55262, + "IoU": 0.1483560015845768, + "TN": 86821850, + "TP": 15729, + "n_pred": 70991, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22956714147420826, + "FN": 38663, + "FP": 295597, + "IoU": 0.12966723949382908, + "TN": 37365540, + "TP": 49800, + "n_pred": 345397, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 14282, + "IoU": 0.0, + "TN": 37676074, + "TP": 0, + "n_pred": 14282, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 2, + "IoU": 0.0, + "TN": 37747010, + "TP": 0, + "n_pred": 2, + "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": 1686, + "IoU": 0.0, + "TN": 37703029, + "TP": 0, + "n_pred": 1686, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3927688824268178, + "FN": 56647, + "FP": 78250, + "IoU": 0.24437610629383164, + "TN": 37571076, + "TP": 43627, + "n_pred": 121877, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9551, + "IoU": 0.0, + "TN": 37740049, + "TP": 0, + "n_pred": 9551, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 7100, + "IoU": 0.0, + "TN": 37642268, + "TP": 0, + "n_pred": 7100, + "n_ref": 100232 + }, + "3": { + "Dice": 0.01655808110319037, + "FN": 86432, + "FP": 182858, + "IoU": 0.008348155267586548, + "TN": 37478043, + "TP": 2267, + "n_pred": 185125, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 5384, + "IoU": 0.0, + "TN": 37732522, + "TP": 0, + "n_pred": 5384, + "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": 0.09909088521440926, + "FN": 702906, + "FP": 17433, + "IoU": 0.05212815512517863, + "TN": 36989646, + "TP": 39615, + "n_pred": 57048, + "n_ref": 742521 + }, + "7": { + "Dice": 0.07436044360951338, + "FN": 329911, + "FP": 52940, + "IoU": 0.03861597221699073, + "TN": 37351371, + "TP": 15378, + "n_pred": 68318, + "n_ref": 345289 + }, + "8": { + "Dice": 0.0, + "FN": 78086, + "FP": 2727, + "IoU": 0.0, + "TN": 37668787, + "TP": 0, + "n_pred": 2727, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 8476, + "IoU": 0.0, + "TN": 37686353, + "TP": 0, + "n_pred": 8476, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19547289120809172, + "FN": 170080, + "FP": 59952, + "IoU": 0.1083236102443241, + "TN": 75648711, + "TP": 27945, + "n_pred": 87897, + "n_ref": 198025 + }, + "10": { + "Dice": 0.24019355646092022, + "FN": 96837, + "FP": 12449, + "IoU": 0.13648862199747155, + "TN": 75780128, + "TP": 17274, + "n_pred": 29723, + "n_ref": 114111 + }, + "11": { + "Dice": 0.3822797411647586, + "FN": 3190, + "FP": 533, + "IoU": 0.2363076923076923, + "TN": 75901813, + "TP": 1152, + "n_pred": 1685, + "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": 0.0014978544247429358, + "FN": 41464, + "FP": 7866, + "IoU": 0.0007494885247229931, + "TN": 75857321, + "TP": 37, + "n_pred": 7903, + "n_ref": 41501 + }, + "14": { + "Dice": 0.3059674586836933, + "FN": 97372, + "FP": 21978, + "IoU": 0.1806148649576405, + "TN": 75761030, + "TP": 26308, + "n_pred": 48286, + "n_ref": 123680 + }, + "15": { + "Dice": 0.25850617623325145, + "FN": 158117, + "FP": 9121, + "IoU": 0.14843932990478131, + "TN": 75710298, + "TP": 29152, + "n_pred": 38273, + "n_ref": 187269 + }, + "2": { + "Dice": 0.19312098261445632, + "FN": 171141, + "FP": 9119, + "IoU": 0.1068809703119426, + "TN": 75704856, + "TP": 21572, + "n_pred": 30691, + "n_ref": 192713 + }, + "3": { + "Dice": 0.1312353225658878, + "FN": 221115, + "FP": 177681, + "IoU": 0.07022570800411268, + "TN": 75477771, + "TP": 30121, + "n_pred": 207802, + "n_ref": 251236 + }, + "4": { + "Dice": 0.37682073270698024, + "FN": 6273, + "FP": 72791, + "IoU": 0.2321497941107917, + "TN": 75803720, + "TP": 23904, + "n_pred": 96695, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 0, + "IoU": 0.0, + "TN": 75897059, + "TP": 0, + "n_pred": 0, + "n_ref": 9629 + }, + "6": { + "Dice": 0.5931753192923136, + "FN": 907684, + "FP": 188654, + "IoU": 0.42164125169734995, + "TN": 74011086, + "TP": 799264, + "n_pred": 987918, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.2770899498707351, + "FN": 218376, + "FP": 70475, + "IoU": 0.16082670702974064, + "TN": 75562479, + "TP": 55358, + "n_pred": 125833, + "n_ref": 273734 + }, + "8": { + "Dice": 0.0002785246762150639, + "FN": 91734, + "FP": 1589, + "IoU": 0.00013928173480757692, + "TN": 75813352, + "TP": 13, + "n_pred": 1602, + "n_ref": 91747 + }, + "9": { + "Dice": 0.31811386012415344, + "FN": 54660, + "FP": 44311, + "IoU": 0.18914113897605217, + "TN": 75784631, + "TP": 23086, + "n_pred": 67397, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18196534276549092, + "FN": 55255, + "FP": 302528, + "IoU": 0.10008903957985392, + "TN": 60990174, + "TP": 39793, + "n_pred": 342321, + "n_ref": 95048 + }, + "10": { + "Dice": 0.24252156173624997, + "FN": 66046, + "FP": 8958, + "IoU": 0.13799404672972382, + "TN": 61300739, + "TP": 12007, + "n_pred": 20965, + "n_ref": 78053 + }, + "11": { + "Dice": 0.02637749120750293, + "FN": 3297, + "FP": 25, + "IoU": 0.013365013365013365, + "TN": 61384383, + "TP": 45, + "n_pred": 70, + "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": 0.0, + "FN": 39455, + "FP": 0, + "IoU": 0.0, + "TN": 61348295, + "TP": 0, + "n_pred": 0, + "n_ref": 39455 + }, + "14": { + "Dice": 0.0, + "FN": 66460, + "FP": 63238, + "IoU": 0.0, + "TN": 61258052, + "TP": 0, + "n_pred": 63238, + "n_ref": 66460 + }, + "15": { + "Dice": 0.0, + "FN": 42731, + "FP": 4145, + "IoU": 0.0, + "TN": 61340874, + "TP": 0, + "n_pred": 4145, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 4645, + "IoU": 0.0, + "TN": 61249941, + "TP": 0, + "n_pred": 4645, + "n_ref": 133164 + }, + "3": { + "Dice": 0.19417562252135834, + "FN": 109653, + "FP": 89272, + "IoU": 0.10752741237908943, + "TN": 61164858, + "TP": 23967, + "n_pred": 113239, + "n_ref": 133620 + }, + "4": { + "Dice": 0.15495595477561214, + "FN": 13391, + "FP": 47524, + "IoU": 0.08398496240601504, + "TN": 61321250, + "TP": 5585, + "n_pred": 53109, + "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": 0.4440258378656668, + "FN": 698864, + "FP": 41951, + "IoU": 0.2853683876450722, + "TN": 60351111, + "TP": 295824, + "n_pred": 337775, + "n_ref": 994688 + }, + "7": { + "Dice": 0.13734138072688368, + "FN": 164923, + "FP": 26174, + "IoU": 0.07373405910551649, + "TN": 61181441, + "TP": 15212, + "n_pred": 41386, + "n_ref": 180135 + }, + "8": { + "Dice": 0.056300923922247524, + "FN": 238833, + "FP": 11922, + "IoU": 0.028965864425813698, + "TN": 61129515, + "TP": 7480, + "n_pred": 19402, + "n_ref": 246313 + }, + "9": { + "Dice": 0.02682089001882508, + "FN": 78335, + "FP": 21955, + "IoU": 0.013592729561727909, + "TN": 61286078, + "TP": 1382, + "n_pred": 23337, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5043180257519911, + "FN": 67640, + "FP": 164071, + "IoU": 0.3371826594390492, + "TN": 39399215, + "TP": 117874, + "n_pred": 281945, + "n_ref": 185514 + }, + "10": { + "Dice": 0.28158684115106963, + "FN": 34747, + "FP": 52431, + "IoU": 0.16386445814910372, + "TN": 39644537, + "TP": 17085, + "n_pred": 69516, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 61, + "IoU": 0.0, + "TN": 39745708, + "TP": 0, + "n_pred": 61, + "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": 0.005496715377396434, + "FN": 43688, + "FP": 820, + "IoU": 0.0027559319755327016, + "TN": 39704169, + "TP": 123, + "n_pred": 943, + "n_ref": 43811 + }, + "14": { + "Dice": 0.06276923076923077, + "FN": 32160, + "FP": 2869, + "IoU": 0.032401524777636595, + "TN": 39712598, + "TP": 1173, + "n_pred": 4042, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 0, + "IoU": 0.0, + "TN": 39697084, + "TP": 0, + "n_pred": 0, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 426, + "IoU": 0.0, + "TN": 39630527, + "TP": 0, + "n_pred": 426, + "n_ref": 117847 + }, + "3": { + "Dice": 0.21629225831977844, + "FN": 107215, + "FP": 88882, + "IoU": 0.12125992014590624, + "TN": 39525643, + "TP": 27060, + "n_pred": 115942, + "n_ref": 134275 + }, + "4": { + "Dice": 0.04498639385484482, + "FN": 23120, + "FP": 4605, + "IoU": 0.0230107830009162, + "TN": 39720422, + "TP": 653, + "n_pred": 5258, + "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": 0.5764330637646332, + "FN": 543208, + "FP": 22242, + "IoU": 0.40492164371913186, + "TN": 38798589, + "TP": 384761, + "n_pred": 407003, + "n_ref": 927969 + }, + "7": { + "Dice": 0.09699532810162143, + "FN": 693962, + "FP": 15778, + "IoU": 0.05096956908931909, + "TN": 39000942, + "TP": 38118, + "n_pred": 53896, + "n_ref": 732080 + }, + "8": { + "Dice": 0.021387375841076577, + "FN": 48733, + "FP": 24569, + "IoU": 0.010809278976559653, + "TN": 39674697, + "TP": 801, + "n_pred": 25370, + "n_ref": 49534 + }, + "9": { + "Dice": 0.12855111392005056, + "FN": 37561, + "FP": 17593, + "IoU": 0.06869068927087907, + "TN": 39689578, + "TP": 4068, + "n_pred": 21661, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25901369570650695, + "FN": 50839, + "FP": 213024, + "IoU": 0.14877411445899735, + "TN": 101086628, + "TP": 46117, + "n_pred": 259141, + "n_ref": 96956 + }, + "10": { + "Dice": 0.17210375888475032, + "FN": 72064, + "FP": 27291, + "IoU": 0.09415400886198283, + "TN": 101286926, + "TP": 10327, + "n_pred": 37618, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 9242, + "IoU": 0.0, + "TN": 101337421, + "TP": 0, + "n_pred": 9242, + "n_ref": 49945 + }, + "14": { + "Dice": 0.0, + "FN": 175561, + "FP": 9927, + "IoU": 0.0, + "TN": 101211120, + "TP": 0, + "n_pred": 9927, + "n_ref": 175561 + }, + "15": { + "Dice": 0.0, + "FN": 26874, + "FP": 1908, + "IoU": 0.0, + "TN": 101367826, + "TP": 0, + "n_pred": 1908, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 841, + "IoU": 0.0, + "TN": 101214028, + "TP": 0, + "n_pred": 841, + "n_ref": 181739 + }, + "3": { + "Dice": 0.002857797314543134, + "FN": 166652, + "FP": 199016, + "IoU": 0.0014309433302748286, + "TN": 101030416, + "TP": 524, + "n_pred": 199540, + "n_ref": 167176 + }, + "4": { + "Dice": 0.029284579526915835, + "FN": 3980, + "FP": 404797, + "IoU": 0.014859872319812601, + "TN": 100981665, + "TP": 6166, + "n_pred": 410963, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6272552851600844, + "FN": 811002, + "FP": 400699, + "IoU": 0.4569351303117074, + "TN": 99165381, + "TP": 1019526, + "n_pred": 1420225, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.29597569659736117, + "FN": 351706, + "FP": 168330, + "IoU": 0.1736921803323752, + "TN": 100767259, + "TP": 109313, + "n_pred": 277643, + "n_ref": 461019 + }, + "8": { + "Dice": 0.11089885551028689, + "FN": 239319, + "FP": 23646, + "IoU": 0.05870456213197788, + "TN": 101117243, + "TP": 16400, + "n_pred": 40046, + "n_ref": 255719 + }, + "9": { + "Dice": 0.4026458847091843, + "FN": 57066, + "FP": 30622, + "IoU": 0.2520705214046281, + "TN": 101279367, + "TP": 29553, + "n_pred": 60175, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 216995, + "FP": 94542, + "IoU": 0.0, + "TN": 73571967, + "TP": 0, + "n_pred": 94542, + "n_ref": 216995 + }, + "10": { + "Dice": 0.00032067001169502397, + "FN": 75824, + "FP": 30170, + "IoU": 0.00016036071728405544, + "TN": 73777493, + "TP": 17, + "n_pred": 30187, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 55, + "IoU": 0.0, + "TN": 73877190, + "TP": 0, + "n_pred": 55, + "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": 776, + "IoU": 0.0, + "TN": 73821489, + "TP": 0, + "n_pred": 776, + "n_ref": 61239 + }, + "14": { + "Dice": 0.28864624325972144, + "FN": 64688, + "FP": 114990, + "IoU": 0.16866544519090185, + "TN": 73667372, + "TP": 36454, + "n_pred": 151444, + "n_ref": 101142 + }, + "15": { + "Dice": 0.35823122453144907, + "FN": 171275, + "FP": 11099, + "IoU": 0.218198341864074, + "TN": 73650230, + "TP": 50900, + "n_pred": 61999, + "n_ref": 222175 + }, + "2": { + "Dice": 0.005838536222467064, + "FN": 190430, + "FP": 20712, + "IoU": 0.002927815188749634, + "TN": 73671742, + "TP": 620, + "n_pred": 21332, + "n_ref": 191050 + }, + "3": { + "Dice": 0.0, + "FN": 187531, + "FP": 62390, + "IoU": 0.0, + "TN": 73633583, + "TP": 0, + "n_pred": 62390, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 232969, + "IoU": 0.0, + "TN": 73602647, + "TP": 0, + "n_pred": 232969, + "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": 0.1293056530716532, + "FN": 1545709, + "FP": 550061, + "IoU": 0.06912174256792471, + "TN": 71632114, + "TP": 155620, + "n_pred": 705681, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.03335351442826715, + "FN": 163454, + "FP": 366624, + "IoU": 0.016959588148131664, + "TN": 73344281, + "TP": 9145, + "n_pred": 375769, + "n_ref": 172599 + }, + "8": { + "Dice": 0.0, + "FN": 79447, + "FP": 10161, + "IoU": 0.0, + "TN": 73793896, + "TP": 0, + "n_pred": 10161, + "n_ref": 79447 + }, + "9": { + "Dice": 0.11051055186422006, + "FN": 82156, + "FP": 47029, + "IoU": 0.05848699074411486, + "TN": 73746294, + "TP": 8025, + "n_pred": 55054, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05835459065272038, + "FN": 171626, + "FP": 335580, + "IoU": 0.030054195463185714, + "TN": 68972854, + "TP": 15716, + "n_pred": 351296, + "n_ref": 187342 + }, + "10": { + "Dice": 0.1431366286033698, + "FN": 56718, + "FP": 72048, + "IoU": 0.07708516997441245, + "TN": 69356255, + "TP": 10755, + "n_pred": 82803, + "n_ref": 67473 + }, + "11": { + "Dice": 0.10592808551992225, + "FN": 3243, + "FP": 437, + "IoU": 0.055926115956900974, + "TN": 69491878, + "TP": 218, + "n_pred": 655, + "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": 0.3147605258898221, + "FN": 60317, + "FP": 15883, + "IoU": 0.18677495437615393, + "TN": 69402075, + "TP": 17501, + "n_pred": 33384, + "n_ref": 77818 + }, + "14": { + "Dice": 0.16903067084083925, + "FN": 136538, + "FP": 5999, + "IoU": 0.0923175872740935, + "TN": 69338742, + "TP": 14497, + "n_pred": 20496, + "n_ref": 151035 + }, + "15": { + "Dice": 2.1273879930221675e-05, + "FN": 93995, + "FP": 15, + "IoU": 1.0637053110806182e-05, + "TN": 69401765, + "TP": 1, + "n_pred": 16, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 6079, + "IoU": 0.0, + "TN": 69339547, + "TP": 0, + "n_pred": 6079, + "n_ref": 150150 + }, + "3": { + "Dice": 0.209802384267057, + "FN": 137380, + "FP": 127691, + "IoU": 0.11719509758209552, + "TN": 69195516, + "TP": 35189, + "n_pred": 162880, + "n_ref": 172569 + }, + "4": { + "Dice": 0.2194949143179662, + "FN": 27980, + "FP": 37015, + "IoU": 0.12327676909380311, + "TN": 69421642, + "TP": 9139, + "n_pred": 46154, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.596519892533374, + "FN": 787026, + "FP": 109391, + "IoU": 0.42502910398219446, + "TN": 67936711, + "TP": 662648, + "n_pred": 772039, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.3965478476509609, + "FN": 193940, + "FP": 168395, + "IoU": 0.24730881247065764, + "TN": 69014390, + "TP": 119051, + "n_pred": 287446, + "n_ref": 312991 + }, + "8": { + "Dice": 0.32954294310137094, + "FN": 65573, + "FP": 28470, + "IoU": 0.1972771115189279, + "TN": 69378621, + "TP": 23112, + "n_pred": 51582, + "n_ref": 88685 + }, + "9": { + "Dice": 0.19085098383256047, + "FN": 68948, + "FP": 27895, + "IoU": 0.10549213034803813, + "TN": 69387512, + "TP": 11421, + "n_pred": 39316, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19029972396704992, + "FN": 149878, + "FP": 297164, + "IoU": 0.10515538207476355, + "TN": 50333977, + "TP": 52533, + "n_pred": 349697, + "n_ref": 202411 + }, + "10": { + "Dice": 0.29382610935044595, + "FN": 47887, + "FP": 86476, + "IoU": 0.1722134601641243, + "TN": 50671236, + "TP": 27953, + "n_pred": 114429, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 1038, + "IoU": 0.0, + "TN": 50825785, + "TP": 0, + "n_pred": 1038, + "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": 0.20464310803966737, + "FN": 42000, + "FP": 6683, + "IoU": 0.11398463946420122, + "TN": 50778606, + "TP": 6263, + "n_pred": 12946, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0, + "FN": 50737, + "FP": 35337, + "IoU": 0.0, + "TN": 50747478, + "TP": 0, + "n_pred": 35337, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 7466, + "IoU": 0.0, + "TN": 50791330, + "TP": 0, + "n_pred": 7466, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 5639, + "IoU": 0.0, + "TN": 50615843, + "TP": 0, + "n_pred": 5639, + "n_ref": 212070 + }, + "3": { + "Dice": 0.11181988742964352, + "FN": 185404, + "FP": 96269, + "IoU": 0.05922098569157393, + "TN": 50534148, + "TP": 17731, + "n_pred": 114000, + "n_ref": 203135 + }, + "4": { + "Dice": 0.29714764319947884, + "FN": 5193, + "FP": 55227, + "IoU": 0.1744999453492185, + "TN": 50760360, + "TP": 12772, + "n_pred": 67999, + "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": 0.5370180362551371, + "FN": 1325975, + "FP": 174819, + "IoU": 0.36707085224790276, + "TN": 48462364, + "TP": 870394, + "n_pred": 1045213, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.2951695716219783, + "FN": 141699, + "FP": 272188, + "IoU": 0.17313720280251163, + "TN": 50333001, + "TP": 86664, + "n_pred": 358852, + "n_ref": 228363 + }, + "8": { + "Dice": 0.05518267397419564, + "FN": 99697, + "FP": 10806, + "IoU": 0.028374219643014155, + "TN": 50719822, + "TP": 3227, + "n_pred": 14033, + "n_ref": 102924 + }, + "9": { + "Dice": 0.35986815975571385, + "FN": 80234, + "FP": 43869, + "IoU": 0.21941416593809557, + "TN": 50674565, + "TP": 34884, + "n_pred": 78753, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0166996699669967, + "FN": 208917, + "FP": 148611, + "IoU": 0.00842014177788132, + "TN": 76524296, + "TP": 3036, + "n_pred": 151647, + "n_ref": 211953 + }, + "10": { + "Dice": 0.12719150284703692, + "FN": 58738, + "FP": 26641, + "IoU": 0.06791484716157205, + "TN": 76793260, + "TP": 6221, + "n_pred": 32862, + "n_ref": 64959 + }, + "11": { + "Dice": 0.055912596401028275, + "FN": 2787, + "FP": 151, + "IoU": 0.0287603305785124, + "TN": 76881835, + "TP": 87, + "n_pred": 238, + "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": 0.0, + "FN": 42783, + "FP": 100, + "IoU": 0.0, + "TN": 76841977, + "TP": 0, + "n_pred": 100, + "n_ref": 42783 + }, + "14": { + "Dice": 0.012288589167201883, + "FN": 80935, + "FP": 11337, + "IoU": 0.006182280335178683, + "TN": 76792014, + "TP": 574, + "n_pred": 11911, + "n_ref": 81509 + }, + "15": { + "Dice": 0.30967259883168047, + "FN": 30897, + "FP": 9755, + "IoU": 0.18320273256982117, + "TN": 76835090, + "TP": 9118, + "n_pred": 18873, + "n_ref": 40015 + }, + "2": { + "Dice": 0.26898252610589285, + "FN": 85956, + "FP": 11561, + "IoU": 0.15538983872923487, + "TN": 76769402, + "TP": 17941, + "n_pred": 29502, + "n_ref": 103897 + }, + "3": { + "Dice": 0.033271056739948304, + "FN": 94810, + "FP": 56282, + "IoU": 0.016916950784686257, + "TN": 76731168, + "TP": 2600, + "n_pred": 58882, + "n_ref": 97410 + }, + "4": { + "Dice": 0.3396674136989397, + "FN": 15864, + "FP": 19199, + "IoU": 0.20457793607223065, + "TN": 76840779, + "TP": 9018, + "n_pred": 28217, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.576602748638719, + "FN": 572721, + "FP": 247228, + "IoU": 0.4050891260941237, + "TN": 75506588, + "TP": 558323, + "n_pred": 805551, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.1908295592136838, + "FN": 121991, + "FP": 210150, + "IoU": 0.10547903885205194, + "TN": 76513554, + "TP": 39165, + "n_pred": 249315, + "n_ref": 161156 + }, + "8": { + "Dice": 0.0, + "FN": 77306, + "FP": 1173, + "IoU": 0.0, + "TN": 76806381, + "TP": 0, + "n_pred": 1173, + "n_ref": 77306 + }, + "9": { + "Dice": 0.17664077184114135, + "FN": 77999, + "FP": 50352, + "IoU": 0.0968765611916774, + "TN": 76742741, + "TP": 13768, + "n_pred": 64120, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 124573, + "FP": 31623, + "IoU": 0.0, + "TN": 130843736, + "TP": 0, + "n_pred": 31623, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0001637465203864418, + "FN": 57558, + "FP": 3502, + "IoU": 8.187996397281586e-05, + "TN": 130938867, + "TP": 5, + "n_pred": 3507, + "n_ref": 57563 + }, + "11": { + "Dice": 0.008227508495796816, + "FN": 5545, + "FP": 0, + "IoU": 0.004130747126436782, + "TN": 130994364, + "TP": 23, + "n_pred": 23, + "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": 0.0, + "FN": 78417, + "FP": 6688, + "IoU": 0.0, + "TN": 130914827, + "TP": 0, + "n_pred": 6688, + "n_ref": 78417 + }, + "14": { + "Dice": 3.786862742004197e-05, + "FN": 946107, + "FP": 4512, + "IoU": 1.893467222504489e-05, + "TN": 130049295, + "TP": 18, + "n_pred": 4530, + "n_ref": 946125 + }, + "15": { + "Dice": 0.03691123633008069, + "FN": 24370, + "FP": 24683, + "IoU": 0.018802632368531594, + "TN": 130949939, + "TP": 940, + "n_pred": 25623, + "n_ref": 25310 + }, + "2": { + "Dice": 0.01799523113201333, + "FN": 216806, + "FP": 6823, + "IoU": 0.009079307686172334, + "TN": 130774254, + "TP": 2049, + "n_pred": 8872, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0, + "FN": 283041, + "FP": 120803, + "IoU": 0.0, + "TN": 130596088, + "TP": 0, + "n_pred": 120803, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 7723, + "IoU": 0.0, + "TN": 130989929, + "TP": 0, + "n_pred": 7723, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.2356898079977626, + "FN": 1261485, + "FP": 110396, + "IoU": 0.1335875114626463, + "TN": 129416528, + "TP": 211523, + "n_pred": 321919, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.011044984657287125, + "FN": 202818, + "FP": 20850, + "IoU": 0.005553159609989463, + "TN": 130775015, + "TP": 1249, + "n_pred": 22099, + "n_ref": 204067 + }, + "8": { + "Dice": 0.0, + "FN": 126023, + "FP": 2511, + "IoU": 0.0, + "TN": 130871398, + "TP": 0, + "n_pred": 2511, + "n_ref": 126023 + }, + "9": { + "Dice": 0.008323937584387745, + "FN": 56920, + "FP": 14323, + "IoU": 0.004179363171284001, + "TN": 130928390, + "TP": 299, + "n_pred": 14622, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0030154969334890208, + "FN": 57151, + "FP": 118739, + "IoU": 0.001510025204931992, + "TN": 74250542, + "TP": 266, + "n_pred": 119005, + "n_ref": 57417 + }, + "10": { + "Dice": 2.5341155303270275e-05, + "FN": 78774, + "FP": 147, + "IoU": 1.2670738197207369e-05, + "TN": 74347776, + "TP": 1, + "n_pred": 148, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 3, + "IoU": 0.0, + "TN": 74424307, + "TP": 0, + "n_pred": 3, + "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": 0, + "IoU": 0.0, + "TN": 74323371, + "TP": 0, + "n_pred": 0, + "n_ref": 103327 + }, + "14": { + "Dice": 0.0008936940078906641, + "FN": 170813, + "FP": 12531, + "IoU": 0.00044704676545309825, + "TN": 74243272, + "TP": 82, + "n_pred": 12613, + "n_ref": 170895 + }, + "15": { + "Dice": 0.06145755071374906, + "FN": 21400, + "FP": 3584, + "IoU": 0.03170296876211146, + "TN": 74400896, + "TP": 818, + "n_pred": 4402, + "n_ref": 22218 + }, + "2": { + "Dice": 0.1982938975159855, + "FN": 105294, + "FP": 3536, + "IoU": 0.11005895869620326, + "TN": 74304409, + "TP": 13459, + "n_pred": 16995, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 27829, + "IoU": 0.0, + "TN": 74267676, + "TP": 0, + "n_pred": 27829, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 2199, + "IoU": 0.0, + "TN": 74394039, + "TP": 0, + "n_pred": 2199, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2616165523752966, + "FN": 747925, + "FP": 40368, + "IoU": 0.15049415750751932, + "TN": 73498755, + "TP": 139650, + "n_pred": 180018, + "n_ref": 887575 + }, + "7": { + "Dice": 0.03129543289717752, + "FN": 148016, + "FP": 6566, + "IoU": 0.01589645974318655, + "TN": 74269619, + "TP": 2497, + "n_pred": 9063, + "n_ref": 150513 + }, + "8": { + "Dice": 0.11399839438881143, + "FN": 40534, + "FP": 1404, + "IoU": 0.0604444842727843, + "TN": 74382062, + "TP": 2698, + "n_pred": 4102, + "n_ref": 43232 + }, + "9": { + "Dice": 0.013528077141236529, + "FN": 33295, + "FP": 36271, + "IoU": 0.006810102365689648, + "TN": 74356655, + "TP": 477, + "n_pred": 36748, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2674344070361181, + "FN": 79070, + "FP": 256930, + "IoU": 0.15435745008569682, + "TN": 106249357, + "TP": 61331, + "n_pred": 318261, + "n_ref": 140401 + }, + "10": { + "Dice": 0.37319102041272983, + "FN": 65987, + "FP": 46062, + "IoU": 0.2294006395928613, + "TN": 106501283, + "TP": 33356, + "n_pred": 79418, + "n_ref": 99343 + }, + "11": { + "Dice": 0.14697313046293298, + "FN": 4197, + "FP": 1073, + "IoU": 0.0793151642208246, + "TN": 106640964, + "TP": 454, + "n_pred": 1527, + "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": 0.1491742500842602, + "FN": 36517, + "FP": 13971, + "IoU": 0.08059875441599593, + "TN": 106591774, + "TP": 4426, + "n_pred": 18397, + "n_ref": 40943 + }, + "14": { + "Dice": 0.0, + "FN": 70255, + "FP": 22779, + "IoU": 0.0, + "TN": 106553654, + "TP": 0, + "n_pred": 22779, + "n_ref": 70255 + }, + "15": { + "Dice": 0.20520836405461998, + "FN": 23082, + "FP": 3867, + "IoU": 0.11433548047850664, + "TN": 106616260, + "TP": 3479, + "n_pred": 7346, + "n_ref": 26561 + }, + "2": { + "Dice": 0.13192572849506395, + "FN": 173383, + "FP": 1514, + "IoU": 0.0706212437628529, + "TN": 106458501, + "TP": 13290, + "n_pred": 14804, + "n_ref": 186673 + }, + "3": { + "Dice": 0.28841876255038706, + "FN": 82483, + "FP": 253098, + "IoU": 0.16851012165811838, + "TN": 106243098, + "TP": 68009, + "n_pred": 321107, + "n_ref": 150492 + }, + "4": { + "Dice": 0.5223895890972435, + "FN": 2436, + "FP": 11547, + "IoU": 0.3535367545076283, + "TN": 106625058, + "TP": 7647, + "n_pred": 19194, + "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": 0.5857051849847936, + "FN": 735669, + "FP": 23919, + "IoU": 0.41413231439902876, + "TN": 105350170, + "TP": 536930, + "n_pred": 560849, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.31957544878297134, + "FN": 254612, + "FP": 95544, + "IoU": 0.19017542236664084, + "TN": 106214303, + "TP": 82229, + "n_pred": 177773, + "n_ref": 336841 + }, + "8": { + "Dice": 0.00944206008583691, + "FN": 70536, + "FP": 33324, + "IoU": 0.004743423889607589, + "TN": 106542333, + "TP": 495, + "n_pred": 33819, + "n_ref": 71031 + }, + "9": { + "Dice": 0.2452431289640592, + "FN": 67684, + "FP": 39416, + "IoU": 0.13975903614457832, + "TN": 106522188, + "TP": 17400, + "n_pred": 56816, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.037904752855581876, + "FN": 149159, + "FP": 134357, + "IoU": 0.019318508064655605, + "TN": 107837827, + "TP": 5585, + "n_pred": 139942, + "n_ref": 154744 + }, + "10": { + "Dice": 0.331718323654936, + "FN": 62176, + "FP": 14238, + "IoU": 0.1988383187074723, + "TN": 108031549, + "TP": 18965, + "n_pred": 33203, + "n_ref": 81141 + }, + "11": { + "Dice": 0.134274010013655, + "FN": 2742, + "FP": 1062, + "IoU": 0.07196877287143205, + "TN": 108122829, + "TP": 295, + "n_pred": 1357, + "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": 0.0, + "FN": 77422, + "FP": 3586, + "IoU": 0.0, + "TN": 108045920, + "TP": 0, + "n_pred": 3586, + "n_ref": 77422 + }, + "14": { + "Dice": 0.00011235744648976611, + "FN": 39890, + "FP": 13505, + "IoU": 5.618187947114124e-05, + "TN": 108073530, + "TP": 3, + "n_pred": 13508, + "n_ref": 39893 + }, + "15": { + "Dice": 0.255668681296394, + "FN": 20928, + "FP": 15772, + "IoU": 0.14657116945329396, + "TN": 108083925, + "TP": 6303, + "n_pred": 22075, + "n_ref": 27231 + }, + "2": { + "Dice": 0.10823216274206252, + "FN": 178443, + "FP": 18561, + "IoU": 0.05721218037988313, + "TN": 107917969, + "TP": 11955, + "n_pred": 30516, + "n_ref": 190398 + }, + "3": { + "Dice": 0.048762478947496884, + "FN": 192245, + "FP": 119525, + "IoU": 0.024990539809420162, + "TN": 107807167, + "TP": 7991, + "n_pred": 127516, + "n_ref": 200236 + }, + "4": { + "Dice": 0.4087601839154634, + "FN": 7972, + "FP": 65324, + "IoU": 0.25688157107661735, + "TN": 108028295, + "TP": 25337, + "n_pred": 90661, + "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": 0.5204990570143624, + "FN": 923278, + "FP": 101334, + "IoU": 0.3518071816595085, + "TN": 106546207, + "TP": 556109, + "n_pred": 657443, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.2505575363931597, + "FN": 173638, + "FP": 321365, + "IoU": 0.14322136429487545, + "TN": 107549179, + "TP": 82746, + "n_pred": 404111, + "n_ref": 256384 + }, + "8": { + "Dice": 0.0, + "FN": 43171, + "FP": 595, + "IoU": 0.0, + "TN": 108083162, + "TP": 0, + "n_pred": 595, + "n_ref": 43171 + }, + "9": { + "Dice": 0.3920352076660117, + "FN": 32609, + "FP": 57737, + "IoU": 0.24380832810211342, + "TN": 108007453, + "TP": 29129, + "n_pred": 86866, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0016776550459003286, + "FN": 124279, + "FP": 130411, + "IoU": 0.0008395317452844993, + "TN": 62315256, + "TP": 214, + "n_pred": 130625, + "n_ref": 124493 + }, + "10": { + "Dice": 0.0, + "FN": 59146, + "FP": 4864, + "IoU": 0.0, + "TN": 62506150, + "TP": 0, + "n_pred": 4864, + "n_ref": 59146 + }, + "11": { + "Dice": 0.03201347935973041, + "FN": 2014, + "FP": 284, + "IoU": 0.016267123287671232, + "TN": 62567824, + "TP": 38, + "n_pred": 322, + "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": 0.0, + "FN": 41709, + "FP": 2930, + "IoU": 0.0, + "TN": 62525521, + "TP": 0, + "n_pred": 2930, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5159965479511165, + "FN": 220506, + "FP": 30746, + "IoU": 0.3477057598745528, + "TN": 62184978, + "TP": 133930, + "n_pred": 164676, + "n_ref": 354436 + }, + "15": { + "Dice": 0.0003074873161482089, + "FN": 91321, + "FP": 25721, + "IoU": 0.00015376729882111737, + "TN": 62453100, + "TP": 18, + "n_pred": 25739, + "n_ref": 91339 + }, + "2": { + "Dice": 0.003802461593557935, + "FN": 166651, + "FP": 22504, + "IoU": 0.0019048523607505434, + "TN": 62380644, + "TP": 361, + "n_pred": 22865, + "n_ref": 167012 + }, + "3": { + "Dice": 0.0, + "FN": 200168, + "FP": 48639, + "IoU": 0.0, + "TN": 62321353, + "TP": 0, + "n_pred": 48639, + "n_ref": 200168 + }, + "4": { + "Dice": 0.5931404365797834, + "FN": 6117, + "FP": 17703, + "IoU": 0.4216060024767501, + "TN": 62528977, + "TP": 17363, + "n_pred": 35066, + "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": 0.3286576993006656, + "FN": 1151064, + "FP": 101029, + "IoU": 0.196642961267208, + "TN": 61011584, + "TP": 306483, + "n_pred": 407512, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.22522062271241716, + "FN": 155215, + "FP": 66203, + "IoU": 0.1269006309148265, + "TN": 62316560, + "TP": 32182, + "n_pred": 98385, + "n_ref": 187397 + }, + "8": { + "Dice": 0.0, + "FN": 70124, + "FP": 1163, + "IoU": 0.0, + "TN": 62498873, + "TP": 0, + "n_pred": 1163, + "n_ref": 70124 + }, + "9": { + "Dice": 0.2622555991731619, + "FN": 35767, + "FP": 42037, + "IoU": 0.1509172459703382, + "TN": 62478527, + "TP": 13829, + "n_pred": 55866, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11677133710237722, + "FN": 259279, + "FP": 64888, + "IoU": 0.06200592599451383, + "TN": 55035652, + "TP": 21429, + "n_pred": 86317, + "n_ref": 280708 + }, + "10": { + "Dice": 0.023787519588540203, + "FN": 75385, + "FP": 21795, + "IoU": 0.012036924077914684, + "TN": 55282884, + "TP": 1184, + "n_pred": 22979, + "n_ref": 76569 + }, + "11": { + "Dice": 0.022697512003491925, + "FN": 4275, + "FP": 203, + "IoU": 0.011479028697571744, + "TN": 55376718, + "TP": 52, + "n_pred": 255, + "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": 0.05017994160385686, + "FN": 53393, + "FP": 2559, + "IoU": 0.025735678216959778, + "TN": 55323818, + "TP": 1478, + "n_pred": 4037, + "n_ref": 54871 + }, + "14": { + "Dice": 0.3779283992175772, + "FN": 53646, + "FP": 83104, + "IoU": 0.23299119412193617, + "TN": 55202958, + "TP": 41540, + "n_pred": 124644, + "n_ref": 95186 + }, + "15": { + "Dice": 0.43346220061010604, + "FN": 59156, + "FP": 15874, + "IoU": 0.27670076060655724, + "TN": 55277515, + "TP": 28703, + "n_pred": 44577, + "n_ref": 87859 + }, + "2": { + "Dice": 0.07775718022296148, + "FN": 186182, + "FP": 31720, + "IoU": 0.04045127879940816, + "TN": 55154160, + "TP": 9186, + "n_pred": 40906, + "n_ref": 195368 + }, + "3": { + "Dice": 0.0, + "FN": 183889, + "FP": 20106, + "IoU": 0.0, + "TN": 55177253, + "TP": 0, + "n_pred": 20106, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 10457, + "IoU": 0.0, + "TN": 55363382, + "TP": 0, + "n_pred": 10457, + "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": 0.3791977464709693, + "FN": 1120403, + "FP": 118596, + "IoU": 0.23395682332334405, + "TN": 53763847, + "TP": 378402, + "n_pred": 496998, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.1553331845870818, + "FN": 156804, + "FP": 43839, + "IoU": 0.08420663465576105, + "TN": 55162156, + "TP": 18449, + "n_pred": 62288, + "n_ref": 175253 + }, + "8": { + "Dice": 0.0, + "FN": 47052, + "FP": 12870, + "IoU": 0.0, + "TN": 55321326, + "TP": 0, + "n_pred": 12870, + "n_ref": 47052 + }, + "9": { + "Dice": 0.3963995125977752, + "FN": 25704, + "FP": 51077, + "IoU": 0.2471934348435677, + "TN": 55279255, + "TP": 25212, + "n_pred": 76289, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23775761013424088, + "FN": 215804, + "FP": 251850, + "IoU": 0.1349176546322622, + "TN": 110606026, + "TP": 72935, + "n_pred": 324785, + "n_ref": 288739 + }, + "10": { + "Dice": 0.35376089118205395, + "FN": 56837, + "FP": 36098, + "IoU": 0.2148903456898591, + "TN": 111028243, + "TP": 25437, + "n_pred": 61535, + "n_ref": 82274 + }, + "11": { + "Dice": 0.23088266273435853, + "FN": 3086, + "FP": 565, + "IoU": 0.13050726363419862, + "TN": 111142416, + "TP": 548, + "n_pred": 1113, + "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": 0.03678266881769993, + "FN": 61397, + "FP": 1294, + "IoU": 0.018735912847483095, + "TN": 111082727, + "TP": 1197, + "n_pred": 2491, + "n_ref": 62594 + }, + "14": { + "Dice": 0.007869325873116145, + "FN": 40898, + "FP": 14071, + "IoU": 0.00395020566437748, + "TN": 111091428, + "TP": 218, + "n_pred": 14289, + "n_ref": 41116 + }, + "15": { + "Dice": 0.03731670231683117, + "FN": 24640, + "FP": 12715, + "IoU": 0.0190131043357231, + "TN": 111108536, + "TP": 724, + "n_pred": 13439, + "n_ref": 25364 + }, + "2": { + "Dice": 0.1450804174340086, + "FN": 141116, + "FP": 32967, + "IoU": 0.07821385832441992, + "TN": 110957761, + "TP": 14771, + "n_pred": 47738, + "n_ref": 155887 + }, + "3": { + "Dice": 0.04780659630537811, + "FN": 235427, + "FP": 128428, + "IoU": 0.02448865784245648, + "TN": 110773626, + "TP": 9134, + "n_pred": 137562, + "n_ref": 244561 + }, + "4": { + "Dice": 0.2946646956054294, + "FN": 7875, + "FP": 44609, + "IoU": 0.17278988762274025, + "TN": 111083168, + "TP": 10963, + "n_pred": 55572, + "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": 0.631726948888926, + "FN": 810960, + "FP": 113904, + "IoU": 0.4616965512665378, + "TN": 109428506, + "TP": 793245, + "n_pred": 907149, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.07047880971536474, + "FN": 355354, + "FP": 260451, + "IoU": 0.036526579791004, + "TN": 110507464, + "TP": 23346, + "n_pred": 283797, + "n_ref": 378700 + }, + "8": { + "Dice": 0.011183351892429087, + "FN": 80082, + "FP": 2501, + "IoU": 0.005623118603251054, + "TN": 111063565, + "TP": 467, + "n_pred": 2968, + "n_ref": 80549 + }, + "9": { + "Dice": 0.2555592638874875, + "FN": 39391, + "FP": 56522, + "IoU": 0.14649925250943263, + "TN": 111034239, + "TP": 16463, + "n_pred": 72985, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16466318695783663, + "FN": 164350, + "FP": 219585, + "IoU": 0.08971823906528584, + "TN": 96699249, + "TP": 37841, + "n_pred": 257426, + "n_ref": 202191 + }, + "10": { + "Dice": 0.23761440360090022, + "FN": 58564, + "FP": 43062, + "IoU": 0.13482543439210645, + "TN": 97003562, + "TP": 15837, + "n_pred": 58899, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 92, + "IoU": 0.0, + "TN": 97117021, + "TP": 0, + "n_pred": 92, + "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": 0.09340225775802374, + "FN": 48471, + "FP": 7826, + "IoU": 0.04898896903559302, + "TN": 97061828, + "TP": 2900, + "n_pred": 10726, + "n_ref": 51371 + }, + "14": { + "Dice": 0.4665921249815587, + "FN": 73216, + "FP": 64176, + "IoU": 0.3042844194183803, + "TN": 96923542, + "TP": 60091, + "n_pred": 124267, + "n_ref": 133307 + }, + "15": { + "Dice": 0.09555128125581684, + "FN": 64649, + "FP": 8236, + "IoU": 0.05017267218348863, + "TN": 97044290, + "TP": 3850, + "n_pred": 12086, + "n_ref": 68499 + }, + "2": { + "Dice": 0.13753879035738506, + "FN": 154009, + "FP": 13857, + "IoU": 0.07384786842555352, + "TN": 96939774, + "TP": 13385, + "n_pred": 27242, + "n_ref": 167394 + }, + "3": { + "Dice": 0.20535516707236115, + "FN": 178084, + "FP": 145106, + "IoU": 0.11442663378545007, + "TN": 96756075, + "TP": 41760, + "n_pred": 186866, + "n_ref": 219844 + }, + "4": { + "Dice": 0.18806140233275237, + "FN": 11622, + "FP": 36828, + "IoU": 0.10379016296405912, + "TN": 97066964, + "TP": 5611, + "n_pred": 42439, + "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": 0.6110157565054223, + "FN": 812681, + "FP": 174067, + "IoU": 0.4399011431318714, + "TN": 95359286, + "TP": 774991, + "n_pred": 949058, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.11234550317302062, + "FN": 291270, + "FP": 269630, + "IoU": 0.059515924848464526, + "TN": 96524630, + "TP": 35495, + "n_pred": 305125, + "n_ref": 326765 + }, + "8": { + "Dice": 0.1694820925816801, + "FN": 89754, + "FP": 11722, + "IoU": 0.09258696235357239, + "TN": 97009195, + "TP": 10354, + "n_pred": 22076, + "n_ref": 100108 + }, + "9": { + "Dice": 0.13328307361862834, + "FN": 86075, + "FP": 35788, + "IoU": 0.07139972415474766, + "TN": 96989792, + "TP": 9370, + "n_pred": 45158, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07327163066578947, + "FN": 186500, + "FP": 82545, + "IoU": 0.038029040227974015, + "TN": 78776724, + "TP": 10636, + "n_pred": 93181, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0006660477132361845, + "FN": 92979, + "FP": 6047, + "IoU": 0.0003331347984534469, + "TN": 78957346, + "TP": 33, + "n_pred": 6080, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 21, + "IoU": 0.0, + "TN": 79053375, + "TP": 0, + "n_pred": 21, + "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": 0, + "IoU": 0.0, + "TN": 78990930, + "TP": 0, + "n_pred": 0, + "n_ref": 65475 + }, + "14": { + "Dice": 0.12320218217887254, + "FN": 31916, + "FP": 52944, + "IoU": 0.0656448878025148, + "TN": 78965583, + "TP": 5962, + "n_pred": 58906, + "n_ref": 37878 + }, + "15": { + "Dice": 0.1716614420062696, + "FN": 34425, + "FP": 5211, + "IoU": 0.09388930800356629, + "TN": 79012662, + "TP": 4107, + "n_pred": 9318, + "n_ref": 38532 + }, + "2": { + "Dice": 0.1346692286576997, + "FN": 102935, + "FP": 23161, + "IoU": 0.0721958972245931, + "TN": 78920497, + "TP": 9812, + "n_pred": 32973, + "n_ref": 112747 + }, + "3": { + "Dice": 0.0, + "FN": 121380, + "FP": 54233, + "IoU": 0.0, + "TN": 78880792, + "TP": 0, + "n_pred": 54233, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 13372, + "IoU": 0.0, + "TN": 79034551, + "TP": 0, + "n_pred": 13372, + "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": 0.32029201753934633, + "FN": 1038525, + "FP": 150427, + "IoU": 0.19068315497920127, + "TN": 77587324, + "TP": 280129, + "n_pred": 430556, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.28024807497996584, + "FN": 393532, + "FP": 19620, + "IoU": 0.1629584307496566, + "TN": 78562819, + "TP": 80434, + "n_pred": 100054, + "n_ref": 473966 + }, + "8": { + "Dice": 0.0, + "FN": 31527, + "FP": 2613, + "IoU": 0.0, + "TN": 79022265, + "TP": 0, + "n_pred": 2613, + "n_ref": 31527 + }, + "9": { + "Dice": 0.07901640317966283, + "FN": 67300, + "FP": 25735, + "IoU": 0.04113330447508915, + "TN": 78959379, + "TP": 3991, + "n_pred": 29726, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.029770989066100588, + "FN": 226535, + "FP": 222291, + "IoU": 0.015110420616529738, + "TN": 122256228, + "TP": 6886, + "n_pred": 229177, + "n_ref": 233421 + }, + "10": { + "Dice": 0.20758691485637315, + "FN": 92904, + "FP": 40639, + "IoU": 0.1158142152481213, + "TN": 122560905, + "TP": 17492, + "n_pred": 58131, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 381, + "IoU": 0.0, + "TN": 122707377, + "TP": 0, + "n_pred": 381, + "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": 0.005654829224157431, + "FN": 53625, + "FP": 7919, + "IoU": 0.002835431552682318, + "TN": 122650221, + "TP": 175, + "n_pred": 8094, + "n_ref": 53800 + }, + "14": { + "Dice": 0.07147518461274258, + "FN": 101452, + "FP": 60752, + "IoU": 0.037062102619815136, + "TN": 122543493, + "TP": 6243, + "n_pred": 66995, + "n_ref": 107695 + }, + "15": { + "Dice": 0.4150486450373711, + "FN": 36179, + "FP": 5848, + "IoU": 0.2618683808419832, + "TN": 122655003, + "TP": 14910, + "n_pred": 20758, + "n_ref": 51089 + }, + "2": { + "Dice": 0.15893573758370452, + "FN": 123614, + "FP": 17435, + "IoU": 0.08632818572835156, + "TN": 122557564, + "TP": 13327, + "n_pred": 30762, + "n_ref": 136941 + }, + "3": { + "Dice": 0.10394775205551345, + "FN": 128054, + "FP": 179274, + "IoU": 0.05482325298166407, + "TN": 122386786, + "TP": 17826, + "n_pred": 197100, + "n_ref": 145880 + }, + "4": { + "Dice": 0.4424728144299712, + "FN": 32984, + "FP": 48895, + "IoU": 0.28408673603217627, + "TN": 122597570, + "TP": 32491, + "n_pred": 81386, + "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": 0.5066920709771651, + "FN": 1089326, + "FP": 120821, + "IoU": 0.33930849835420446, + "TN": 120880303, + "TP": 621490, + "n_pred": 742311, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.16676541316697452, + "FN": 499234, + "FP": 170190, + "IoU": 0.0909678523221992, + "TN": 121975526, + "TP": 66990, + "n_pred": 237180, + "n_ref": 566224 + }, + "8": { + "Dice": 0.029878447261795844, + "FN": 134164, + "FP": 14284, + "IoU": 0.015165788740430161, + "TN": 122561206, + "TP": 2286, + "n_pred": 16570, + "n_ref": 136450 + }, + "9": { + "Dice": 0.2614117307017363, + "FN": 49422, + "FP": 93678, + "IoU": 0.15035861872417233, + "TN": 122543516, + "TP": 25324, + "n_pred": 119002, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868323/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset432_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-mutual_information__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_000/summary.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0f29985354c2a14a7bf8089d1b9d09e706d4270 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.46372209848302465, + "FN": 61010.182666666675, + "FP": 127625.5973333333, + "IoU": 0.3353058222750277, + "TN": 96142744.71199998, + "TP": 125580.34800000001, + "n_pred": 253205.94533333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6474757687565094, + "FN": 56955.7, + "FP": 74200.7, + "IoU": 0.5124511826519682, + "TN": 96188472.0, + "TP": 137332.44, + "n_pred": 211533.14, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4119034550308085, + "FN": 40366.74, + "FP": 46242.96, + "IoU": 0.27859871650553664, + "TN": 96336495.32, + "TP": 33855.82, + "n_pred": 80098.78, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5307864041777761, + "FN": 2085.62, + "FP": 431.74, + "IoU": 0.3834263969770874, + "TN": 96452828.72, + "TP": 1614.76, + "n_pred": 2046.5, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.20406478330646763, + "FN": 3643.92, + "FP": 280.9, + "IoU": 0.13012484542174385, + "TN": 96452443.28, + "TP": 592.74, + "n_pred": 873.64, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.34862002254102686, + "FN": 39127.68, + "FP": 26903.9, + "IoU": 0.2225590954796609, + "TN": 96372198.8, + "TP": 18730.46, + "n_pred": 45634.36, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6013635154809387, + "FN": 52102.42, + "FP": 50626.88, + "IoU": 0.47223342304970584, + "TN": 96267975.82, + "TP": 86255.72, + "n_pred": 136882.6, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.45528581168990034, + "FN": 33727.0, + "FP": 19036.94, + "IoU": 0.32016452373379806, + "TN": 96383876.86, + "TP": 20320.04, + "n_pred": 39356.98, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.53425528014931, + "FN": 67839.94, + "FP": 88124.96, + "IoU": 0.3795098724599659, + "TN": 96211994.18, + "TP": 89001.76, + "n_pred": 177126.72, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4430598882148063, + "FN": 81334.82, + "FP": 58220.34, + "IoU": 0.3203661611194776, + "TN": 96235337.92, + "TP": 82067.76, + "n_pred": 140288.1, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.31274931671875517, + "FN": 21244.04, + "FP": 4894.48, + "IoU": 0.22576350026954334, + "TN": 96425488.86, + "TP": 5333.46, + "n_pred": 10227.94, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2665220930618165, + "FN": 14458.72, + "FP": 766.3, + "IoU": 0.18023281601802563, + "TN": 96439042.38, + "TP": 2693.44, + "n_pred": 3459.74, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.6450727638503401, + "FN": 229923.26, + "FP": 1263758.18, + "IoU": 0.4956973431688113, + "TN": 93833979.04, + "TP": 1129300.36, + "n_pred": 2393058.54, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.426627400031961, + "FN": 192511.76, + "FP": 197456.8, + "IoU": 0.2842483918738326, + "TN": 95920579.38, + "TP": 146412.9, + "n_pred": 343869.7, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6643505300770195, + "FN": 27821.14, + "FP": 77257.92, + "IoU": 0.5070213124850198, + "TN": 96247333.74, + "TP": 104548.04, + "n_pred": 181805.96, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.46369444415793365, + "FN": 52009.98, + "FP": 6180.96, + "IoU": 0.31718975291123913, + "TN": 96373124.38, + "TP": 25645.52, + "n_pred": 31826.48, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5025884109621845, + "FN": 21333, + "FP": 119911, + "IoU": 0.3356381202346179, + "TN": 119380719, + "TP": 71357, + "n_pred": 191268, + "n_ref": 92690 + }, + "10": { + "Dice": 0.516003879728419, + "FN": 35701, + "FP": 38650, + "IoU": 0.3477124183006536, + "TN": 119479335, + "TP": 39634, + "n_pred": 78284, + "n_ref": 75335 + }, + "11": { + "Dice": 0.5369833212472807, + "FN": 2065, + "FP": 489, + "IoU": 0.36703841387856256, + "TN": 119589285, + "TP": 1481, + "n_pred": 1970, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5686653771760155, + "FN": 2554, + "FP": 345, + "IoU": 0.3972972972972973, + "TN": 119588510, + "TP": 1911, + "n_pred": 2256, + "n_ref": 4465 + }, + "13": { + "Dice": 0.23359938494532284, + "FN": 41211, + "FP": 34550, + "IoU": 0.13224598256726264, + "TN": 119506013, + "TP": 11546, + "n_pred": 46096, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3094931325210778, + "FN": 198002, + "FP": 22800, + "IoU": 0.18307712229683482, + "TN": 119323035, + "TP": 49483, + "n_pred": 72283, + "n_ref": 247485 + }, + "15": { + "Dice": 0.5425817757009346, + "FN": 14285, + "FP": 17039, + "IoU": 0.3722896877880646, + "TN": 119543418, + "TP": 18578, + "n_pred": 35617, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6128780592788878, + "FN": 49671, + "FP": 65449, + "IoU": 0.44183430546868563, + "TN": 119387073, + "TP": 91127, + "n_pred": 156576, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6258861086333974, + "FN": 63722, + "FP": 63782, + "IoU": 0.4554834301332422, + "TN": 119359160, + "TP": 106656, + "n_pred": 170438, + "n_ref": 170378 + }, + "4": { + "Dice": 0.1637063630780859, + "FN": 70773, + "FP": 41, + "IoU": 0.08915042768023668, + "TN": 119515575, + "TP": 6931, + "n_pred": 6972, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1419, + "IoU": 0.0, + "TN": 119527637, + "TP": 0, + "n_pred": 1419, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7107833208508206, + "FN": 276551, + "FP": 460247, + "IoU": 0.5513296037403916, + "TN": 117951139, + "TP": 905383, + "n_pred": 1365630, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 417267, + "IoU": 0.0, + "TN": 119176053, + "TP": 0, + "n_pred": 417267, + "n_ref": 0 + }, + "8": { + "Dice": 0.5547166288976815, + "FN": 72562, + "FP": 270910, + "IoU": 0.383811673190842, + "TN": 119035906, + "TP": 213942, + "n_pred": 484852, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5107394366197183, + "FN": 47524, + "FP": 8056, + "IoU": 0.3429483390471687, + "TN": 119508730, + "TP": 29010, + "n_pred": 37066, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7890841679506934, + "FN": 24686, + "FP": 62920, + "IoU": 0.6516424569453999, + "TN": 72574177, + "TP": 163877, + "n_pred": 226797, + "n_ref": 188563 + }, + "10": { + "Dice": 0.2293832406221112, + "FN": 47235, + "FP": 95316, + "IoU": 0.12954990932239097, + "TN": 72661893, + "TP": 21216, + "n_pred": 116532, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5219277108433735, + "FN": 1164, + "FP": 820, + "IoU": 0.35311379197913273, + "TN": 72822593, + "TP": 1083, + "n_pred": 1903, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 457, + "IoU": 0.0, + "TN": 72822329, + "TP": 0, + "n_pred": 457, + "n_ref": 2874 + }, + "13": { + "Dice": 0.34243090587677316, + "FN": 34299, + "FP": 26705, + "IoU": 0.20658620330870878, + "TN": 72748772, + "TP": 15884, + "n_pred": 42589, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7930429290628966, + "FN": 11594, + "FP": 22485, + "IoU": 0.6570597647248246, + "TN": 72726287, + "TP": 65294, + "n_pred": 87779, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6621266757969066, + "FN": 16132, + "FP": 10759, + "IoU": 0.49490984222389184, + "TN": 72772420, + "TP": 26349, + "n_pred": 37108, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6136927829820259, + "FN": 12484, + "FP": 142820, + "IoU": 0.4426816620792857, + "TN": 72546997, + "TP": 123359, + "n_pred": 266179, + "n_ref": 135843 + }, + "3": { + "Dice": 0.01919200901061118, + "FN": 125852, + "FP": 6510, + "IoU": 0.009688980001047457, + "TN": 72692003, + "TP": 1295, + "n_pred": 7805, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5854971809828518, + "FN": 12004, + "FP": 9243, + "IoU": 0.41392436488014783, + "TN": 72789407, + "TP": 15006, + "n_pred": 24249, + "n_ref": 27010 + }, + "5": { + "Dice": 0.01903233203393717, + "FN": 8556, + "FP": 0, + "IoU": 0.009607593471466605, + "TN": 72817021, + "TP": 83, + "n_pred": 83, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6444626492456386, + "FN": 141046, + "FP": 1035954, + "IoU": 0.47542965074845983, + "TN": 70581919, + "TP": 1066741, + "n_pred": 2102695, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.513559099610943, + "FN": 105824, + "FP": 146238, + "IoU": 0.34549580778928074, + "TN": 72440541, + "TP": 133057, + "n_pred": 279295, + "n_ref": 238881 + }, + "8": { + "Dice": 0.46131870452814877, + "FN": 16694, + "FP": 80225, + "IoU": 0.2998143318475065, + "TN": 72687241, + "TP": 41500, + "n_pred": 121725, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5481625209978351, + "FN": 47474, + "FP": 2825, + "IoU": 0.3775646578393763, + "TN": 72744850, + "TP": 30511, + "n_pred": 33336, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6386126602055128, + "FN": 98176, + "FP": 85021, + "IoU": 0.4690896128811634, + "TN": 71464426, + "TP": 161865, + "n_pred": 246886, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5826744364513142, + "FN": 34874, + "FP": 49417, + "IoU": 0.4111083941733329, + "TN": 71666353, + "TP": 58844, + "n_pred": 108261, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5089232003208342, + "FN": 2100, + "FP": 349, + "IoU": 0.34131253362022596, + "TN": 71805770, + "TP": 1269, + "n_pred": 1618, + "n_ref": 3369 + }, + "12": { + "Dice": 0.051990013217799974, + "FN": 6332, + "FP": 123, + "IoU": 0.026688781664656214, + "TN": 71802856, + "TP": 177, + "n_pred": 300, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4894373853071377, + "FN": 35763, + "FP": 22942, + "IoU": 0.32400999504853584, + "TN": 71722645, + "TP": 28138, + "n_pred": 51080, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6832990938078973, + "FN": 251096, + "FP": 184, + "IoU": 0.518947841984857, + "TN": 71287133, + "TP": 271075, + "n_pred": 271259, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 13782, + "IoU": 0.0, + "TN": 71615043, + "TP": 0, + "n_pred": 13782, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6097030571944024, + "FN": 21830, + "FP": 138262, + "IoU": 0.4385416082150272, + "TN": 71524352, + "TP": 125044, + "n_pred": 263306, + "n_ref": 146874 + }, + "3": { + "Dice": 0.04240499355685536, + "FN": 180569, + "FP": 19328, + "IoU": 0.021661780612070105, + "TN": 71605165, + "TP": 4426, + "n_pred": 23754, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7759950505258816, + "FN": 4568, + "FP": 863, + "IoU": 0.6339803207979512, + "TN": 71794650, + "TP": 9407, + "n_pred": 10270, + "n_ref": 13975 + }, + "5": { + "Dice": 0.4412389250933587, + "FN": 7330, + "FP": 301, + "IoU": 0.28307027433295756, + "TN": 71798844, + "TP": 3013, + "n_pred": 3314, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7698713651535146, + "FN": 99177, + "FP": 587748, + "IoU": 0.6258462272521532, + "TN": 69973545, + "TP": 1149018, + "n_pred": 1736766, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7487658509432352, + "FN": 50853, + "FP": 72815, + "IoU": 0.5984218473478268, + "TN": 71501533, + "TP": 184287, + "n_pred": 257102, + "n_ref": 235140 + }, + "8": { + "Dice": 0.6750613881348643, + "FN": 8245, + "FP": 62022, + "IoU": 0.5095038985878526, + "TN": 71666231, + "TP": 72990, + "n_pred": 135012, + "n_ref": 81235 + }, + "9": { + "Dice": 0.32819169831085504, + "FN": 69358, + "FP": 7601, + "IoU": 0.19630940818947962, + "TN": 71713731, + "TP": 18798, + "n_pred": 26399, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8203057516034615, + "FN": 33285, + "FP": 45974, + "IoU": 0.695354540143292, + "TN": 135185342, + "TP": 180909, + "n_pred": 226883, + "n_ref": 214194 + }, + "10": { + "Dice": 0.3116724058362029, + "FN": 67576, + "FP": 9982, + "IoU": 0.18460422427116077, + "TN": 135350393, + "TP": 17559, + "n_pred": 27541, + "n_ref": 85135 + }, + "11": { + "Dice": 0.21602116911234062, + "FN": 3098, + "FP": 161, + "IoU": 0.12108953613807982, + "TN": 135441802, + "TP": 449, + "n_pred": 610, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 33, + "IoU": 0.0, + "TN": 135439969, + "TP": 0, + "n_pred": 33, + "n_ref": 5508 + }, + "13": { + "Dice": 0.4288299481417459, + "FN": 24696, + "FP": 17598, + "IoU": 0.2729366866651768, + "TN": 135387339, + "TP": 15877, + "n_pred": 33475, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8594953781838981, + "FN": 21301, + "FP": 18493, + "IoU": 0.753609728310672, + "TN": 135284002, + "TP": 121714, + "n_pred": 140207, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5609854312294142, + "FN": 24133, + "FP": 18386, + "IoU": 0.38983999425988375, + "TN": 135375825, + "TP": 27166, + "n_pred": 45552, + "n_ref": 51299 + }, + "2": { + "Dice": 0.3594233707566598, + "FN": 155435, + "FP": 37417, + "IoU": 0.2190835614441439, + "TN": 135198554, + "TP": 54104, + "n_pred": 91521, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6540915984544959, + "FN": 39039, + "FP": 159620, + "IoU": 0.4859852258173021, + "TN": 135059025, + "TP": 187826, + "n_pred": 347446, + "n_ref": 226865 + }, + "4": { + "Dice": 0.3351192725817567, + "FN": 29304, + "FP": 603, + "IoU": 0.20128725563508174, + "TN": 135408066, + "TP": 7537, + "n_pred": 8140, + "n_ref": 36841 + }, + "5": { + "Dice": 0.04590415157425467, + "FN": 27385, + "FP": 9, + "IoU": 0.023491248707803086, + "TN": 135417457, + "TP": 659, + "n_pred": 668, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8548365287826529, + "FN": 268370, + "FP": 205075, + "IoU": 0.7464755471757523, + "TN": 133578057, + "TP": 1394008, + "n_pred": 1599083, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.21928745073761458, + "FN": 140879, + "FP": 272755, + "IoU": 0.12314590068366103, + "TN": 134973785, + "TP": 58091, + "n_pred": 330846, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5834871826402969, + "FN": 109323, + "FP": 148094, + "IoU": 0.41191803949072814, + "TN": 135007787, + "TP": 180306, + "n_pred": 328400, + "n_ref": 289629 + }, + "9": { + "Dice": 0.1589190279318342, + "FN": 89366, + "FP": 2385, + "IoU": 0.08631832621316683, + "TN": 135345091, + "TP": 8668, + "n_pred": 11053, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6890650976159598, + "FN": 97882, + "FP": 45010, + "IoU": 0.5256287679600563, + "TN": 105452781, + "TP": 158332, + "n_pred": 203342, + "n_ref": 256214 + }, + "10": { + "Dice": 0.17804234876373984, + "FN": 43437, + "FP": 113972, + "IoU": 0.09772035515915097, + "TN": 105579548, + "TP": 17048, + "n_pred": 131020, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6636577708006279, + "FN": 778, + "FP": 936, + "IoU": 0.49662261380323053, + "TN": 105750600, + "TP": 1691, + "n_pred": 2627, + "n_ref": 2469 + }, + "12": { + "Dice": 0.40884133464733213, + "FN": 2952, + "FP": 1247, + "IoU": 0.2569456733321536, + "TN": 105748354, + "TP": 1452, + "n_pred": 2699, + "n_ref": 4404 + }, + "13": { + "Dice": 0.453079532711607, + "FN": 48983, + "FP": 28077, + "IoU": 0.29289129098266636, + "TN": 105645026, + "TP": 31919, + "n_pred": 59996, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8309127513442308, + "FN": 46463, + "FP": 14764, + "IoU": 0.7107363050102756, + "TN": 105542340, + "TP": 150438, + "n_pred": 165202, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7677707289547032, + "FN": 5482, + "FP": 8099, + "IoU": 0.6230745746718104, + "TN": 105717974, + "TP": 22450, + "n_pred": 30549, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6584079030183619, + "FN": 32589, + "FP": 92239, + "IoU": 0.49076608642796243, + "TN": 105508876, + "TP": 120301, + "n_pred": 212540, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6424265078254998, + "FN": 64902, + "FP": 53718, + "IoU": 0.4732167440869001, + "TN": 105528827, + "TP": 106558, + "n_pred": 160276, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5098087676480584, + "FN": 24352, + "FP": 7382, + "IoU": 0.3421096276639854, + "TN": 105705769, + "TP": 16502, + "n_pred": 23884, + "n_ref": 40854 + }, + "5": { + "Dice": 0.06458045712532597, + "FN": 11944, + "FP": 252, + "IoU": 0.03336767852896885, + "TN": 105741388, + "TP": 421, + "n_pred": 673, + "n_ref": 12365 + }, + "6": { + "Dice": 0.47971840499180785, + "FN": 274526, + "FP": 2463061, + "IoU": 0.31554575584349087, + "TN": 101754341, + "TP": 1262077, + "n_pred": 3725138, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.4825196993025994, + "FN": 97902, + "FP": 267762, + "IoU": 0.3179742755677579, + "TN": 105217861, + "TP": 170480, + "n_pred": 438242, + "n_ref": 268382 + }, + "8": { + "Dice": 0.5463263038111146, + "FN": 6571, + "FP": 129777, + "IoU": 0.3758245782691295, + "TN": 105535560, + "TP": 82097, + "n_pred": 211874, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6600857711747588, + "FN": 31710, + "FP": 12676, + "IoU": 0.4926328543831373, + "TN": 105666522, + "TP": 43097, + "n_pred": 55773, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7209342117815226, + "FN": 15198, + "FP": 169099, + "IoU": 0.5636412281698678, + "TN": 96715528, + "TP": 238055, + "n_pred": 407154, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6723286527924823, + "FN": 25574, + "FP": 59228, + "IoU": 0.5063968987555442, + "TN": 96966078, + "TP": 87000, + "n_pred": 146228, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6220772158781946, + "FN": 1845, + "FP": 240, + "IoU": 0.4514601420678769, + "TN": 97134079, + "TP": 1716, + "n_pred": 1956, + "n_ref": 3561 + }, + "12": { + "Dice": 0.5864944847995696, + "FN": 2338, + "FP": 736, + "IoU": 0.41492196421773886, + "TN": 97132626, + "TP": 2180, + "n_pred": 2916, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5671555366562017, + "FN": 18554, + "FP": 29287, + "IoU": 0.39582491412406545, + "TN": 97058696, + "TP": 31343, + "n_pred": 60630, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7457098068463541, + "FN": 102489, + "FP": 7980, + "IoU": 0.5945273357925452, + "TN": 96865435, + "TP": 161976, + "n_pred": 169956, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3147236157776039, + "FN": 8696, + "FP": 50860, + "IoU": 0.18674896220231593, + "TN": 97064648, + "TP": 13676, + "n_pred": 64536, + "n_ref": 22372 + }, + "2": { + "Dice": 0.3664321965987, + "FN": 96849, + "FP": 45463, + "IoU": 0.22431404183881481, + "TN": 96954414, + "TP": 41154, + "n_pred": 86617, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7092065118425958, + "FN": 18644, + "FP": 96015, + "IoU": 0.5494345287215397, + "TN": 96883402, + "TP": 139819, + "n_pred": 235834, + "n_ref": 158463 + }, + "4": { + "Dice": 0.018201777683345726, + "FN": 27239, + "FP": 486, + "IoU": 0.009184475734400685, + "TN": 97109898, + "TP": 257, + "n_pred": 743, + "n_ref": 27496 + }, + "5": { + "Dice": 0.2865712338104976, + "FN": 11480, + "FP": 4219, + "IoU": 0.16725015913430935, + "TN": 97119028, + "TP": 3153, + "n_pred": 7372, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7020663544244399, + "FN": 231608, + "FP": 845210, + "IoU": 0.5409108214566032, + "TN": 94792327, + "TP": 1268735, + "n_pred": 2113945, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5924011926323837, + "FN": 110500, + "FP": 87313, + "IoU": 0.4208594022186244, + "TN": 96796317, + "TP": 143750, + "n_pred": 231063, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6660631906824808, + "FN": 9591, + "FP": 109196, + "IoU": 0.4993213966584054, + "TN": 96900628, + "TP": 118465, + "n_pred": 227661, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5888736488876237, + "FN": 34448, + "FP": 13211, + "IoU": 0.4173075277230991, + "TN": 97056089, + "TP": 34132, + "n_pred": 47343, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.625179927722651, + "FN": 10202, + "FP": 185616, + "IoU": 0.4547358162199791, + "TN": 130407667, + "TP": 163307, + "n_pred": 348923, + "n_ref": 173509 + }, + "10": { + "Dice": 0.29747292418772564, + "FN": 60150, + "FP": 20609, + "IoU": 0.17472434266327397, + "TN": 130668935, + "TP": 17098, + "n_pred": 37707, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6957962935061022, + "FN": 1740, + "FP": 279, + "IoU": 0.5335027726432532, + "TN": 130762464, + "TP": 2309, + "n_pred": 2588, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 588, + "IoU": 0.0, + "TN": 130762876, + "TP": 0, + "n_pred": 588, + "n_ref": 3328 + }, + "13": { + "Dice": 0.2062378749440382, + "FN": 51002, + "FP": 28783, + "IoU": 0.11497504159733778, + "TN": 130676642, + "TP": 10365, + "n_pred": 39148, + "n_ref": 61367 + }, + "14": { + "Dice": 0.764791023259442, + "FN": 27065, + "FP": 54350, + "IoU": 0.6191592173152397, + "TN": 130553015, + "TP": 132362, + "n_pred": 186712, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6185781965504045, + "FN": 5353, + "FP": 23550, + "IoU": 0.4477837218188766, + "TN": 130714452, + "TP": 23437, + "n_pred": 46987, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5572138275787277, + "FN": 85406, + "FP": 43207, + "IoU": 0.38620679781232997, + "TN": 130557254, + "TP": 80925, + "n_pred": 124132, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6685866683499558, + "FN": 38950, + "FP": 87056, + "IoU": 0.502163116784601, + "TN": 130513685, + "TP": 127101, + "n_pred": 214157, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 2742, + "IoU": 0.0, + "TN": 130734114, + "TP": 0, + "n_pred": 2742, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3022790883646541, + "FN": 25639, + "FP": 536, + "IoU": 0.17804992934526614, + "TN": 130734947, + "TP": 5670, + "n_pred": 6206, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6768377868677646, + "FN": 207305, + "FP": 871563, + "IoU": 0.5115304685625286, + "TN": 128558122, + "TP": 1129802, + "n_pred": 2001365, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.45144407371309186, + "FN": 255184, + "FP": 207456, + "IoU": 0.29152584420735395, + "TN": 130113783, + "TP": 190369, + "n_pred": 397825, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7793731057396336, + "FN": 32470, + "FP": 79488, + "IoU": 0.638502321556573, + "TN": 130457086, + "TP": 197748, + "n_pred": 277236, + "n_ref": 230218 + }, + "9": { + "Dice": 0.19921213587200665, + "FN": 90499, + "FP": 2197, + "IoU": 0.1106249880068313, + "TN": 130662566, + "TP": 11530, + "n_pred": 13727, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6564666584075507, + "FN": 57773, + "FP": 91967, + "IoU": 0.4886121081516746, + "TN": 71943197, + "TP": 143071, + "n_pred": 235038, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2778332318928789, + "FN": 39839, + "FP": 78813, + "IoU": 0.16132771636178575, + "TN": 72094532, + "TP": 22824, + "n_pred": 101637, + "n_ref": 62663 + }, + "11": { + "Dice": 0.25074449076831445, + "FN": 2266, + "FP": 250, + "IoU": 0.14334354783792985, + "TN": 72233071, + "TP": 421, + "n_pred": 671, + "n_ref": 2687 + }, + "12": { + "Dice": 0.13400925721842627, + "FN": 3767, + "FP": 162, + "IoU": 0.07181667847862036, + "TN": 72231775, + "TP": 304, + "n_pred": 466, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3896184576092771, + "FN": 47860, + "FP": 22882, + "IoU": 0.241941705957994, + "TN": 72142688, + "TP": 22578, + "n_pred": 45460, + "n_ref": 70438 + }, + "14": { + "Dice": 0.26876698131704996, + "FN": 35464, + "FP": 173382, + "IoU": 0.1552459885044918, + "TN": 71988781, + "TP": 38381, + "n_pred": 211763, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6398582717021456, + "FN": 5562, + "FP": 20052, + "IoU": 0.4704349983460139, + "TN": 72187640, + "TP": 22754, + "n_pred": 42806, + "n_ref": 28316 + }, + "2": { + "Dice": 0.13936064304413553, + "FN": 108397, + "FP": 125017, + "IoU": 0.07489933098703193, + "TN": 71983696, + "TP": 18898, + "n_pred": 143915, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7119927171673615, + "FN": 27076, + "FP": 87133, + "IoU": 0.5527862510229894, + "TN": 71980629, + "TP": 141170, + "n_pred": 228303, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2348, + "IoU": 0.0, + "TN": 72233660, + "TP": 0, + "n_pred": 2348, + "n_ref": 0 + }, + "5": { + "Dice": 0.8298834469142092, + "FN": 1712, + "FP": 959, + "IoU": 0.7092314391465273, + "TN": 72226822, + "TP": 6515, + "n_pred": 7474, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5341979473158256, + "FN": 522585, + "FP": 1202532, + "IoU": 0.36444071444544857, + "TN": 69521679, + "TP": 989212, + "n_pred": 2191744, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.2945414858067642, + "FN": 221326, + "FP": 343608, + "IoU": 0.17270516014052475, + "TN": 71553139, + "TP": 117935, + "n_pred": 461543, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7471541046085953, + "FN": 7983, + "FP": 32353, + "IoU": 0.5963655285594204, + "TN": 72136076, + "TP": 59596, + "n_pred": 91949, + "n_ref": 67579 + }, + "9": { + "Dice": 0.20960346163781968, + "FN": 43129, + "FP": 5825, + "IoU": 0.11707097123275317, + "TN": 72180563, + "TP": 6491, + "n_pred": 12316, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.010207673354452657, + "FN": 88238, + "FP": 57986, + "IoU": 0.005130019458694499, + "TN": 52406142, + "TP": 754, + "n_pred": 58740, + "n_ref": 88992 + }, + "10": { + "Dice": 0.04195402298850575, + "FN": 46089, + "FP": 3921, + "IoU": 0.02142647490460816, + "TN": 52502015, + "TP": 1095, + "n_pred": 5016, + "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": 0.08741938209367167, + "FN": 20063, + "FP": 12340, + "IoU": 0.04570755411574142, + "TN": 52519165, + "TP": 1552, + "n_pred": 13892, + "n_ref": 21615 + }, + "14": { + "Dice": 0.370238572574178, + "FN": 41063, + "FP": 9197, + "IoU": 0.22717347848817543, + "TN": 52488086, + "TP": 14774, + "n_pred": 23971, + "n_ref": 55837 + }, + "15": { + "Dice": 0.4272803817008139, + "FN": 17657, + "FP": 2749, + "IoU": 0.2716824898279677, + "TN": 52525102, + "TP": 7612, + "n_pred": 10361, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5534871360052646, + "FN": 47604, + "FP": 93528, + "IoU": 0.3826354744448916, + "TN": 52324516, + "TP": 87472, + "n_pred": 181000, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 1186, + "IoU": 0.0, + "TN": 52408841, + "TP": 0, + "n_pred": 1186, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 12254, + "IoU": 0.0, + "TN": 52538986, + "TP": 0, + "n_pred": 12254, + "n_ref": 1880 + }, + "5": { + "Dice": 0.45488227560654954, + "FN": 4379, + "FP": 182, + "IoU": 0.2943997524752475, + "TN": 52546656, + "TP": 1903, + "n_pred": 2085, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6858627005806873, + "FN": 134959, + "FP": 449348, + "IoU": 0.5219109912516405, + "TN": 51330948, + "TP": 637865, + "n_pred": 1087213, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2117300251796352, + "FN": 167207, + "FP": 25324, + "IoU": 0.11839936260234078, + "TN": 52334732, + "TP": 25857, + "n_pred": 51181, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5873960898708047, + "FN": 22682, + "FP": 29087, + "IoU": 0.41582504880443244, + "TN": 52464501, + "TP": 36850, + "n_pred": 65937, + "n_ref": 59532 + }, + "9": { + "Dice": 0.17733268197361993, + "FN": 70104, + "FP": 3992, + "IoU": 0.09729295095148753, + "TN": 52471038, + "TP": 7986, + "n_pred": 11978, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7160228514626686, + "FN": 39169, + "FP": 161951, + "IoU": 0.557660120570168, + "TN": 143682577, + "TP": 253553, + "n_pred": 415504, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5853496454701923, + "FN": 54237, + "FP": 8160, + "IoU": 0.41377690508178394, + "TN": 144030811, + "TP": 44042, + "n_pred": 52202, + "n_ref": 98279 + }, + "11": { + "Dice": 0.4189294026377037, + "FN": 4729, + "FP": 514, + "IoU": 0.2649656526005888, + "TN": 144130117, + "TP": 1890, + "n_pred": 2404, + "n_ref": 6619 + }, + "12": { + "Dice": 0.24170187085093542, + "FN": 4845, + "FP": 181, + "IoU": 0.13746353183456325, + "TN": 144131423, + "TP": 801, + "n_pred": 982, + "n_ref": 5646 + }, + "13": { + "Dice": 0.2717464303442637, + "FN": 85688, + "FP": 14074, + "IoU": 0.1572375923970433, + "TN": 144018875, + "TP": 18613, + "n_pred": 32687, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7211763224258732, + "FN": 175308, + "FP": 6238, + "IoU": 0.5639372613071362, + "TN": 143720920, + "TP": 234784, + "n_pred": 241022, + "n_ref": 410092 + }, + "15": { + "Dice": 0.352973385220095, + "FN": 13641, + "FP": 19446, + "IoU": 0.21430946048632218, + "TN": 144095138, + "TP": 9025, + "n_pred": 28471, + "n_ref": 22666 + }, + "2": { + "Dice": 0.45454011697491137, + "FN": 87716, + "FP": 33057, + "IoU": 0.2941131775515214, + "TN": 143966156, + "TP": 50321, + "n_pred": 83378, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6821058437599791, + "FN": 33218, + "FP": 98188, + "IoU": 0.5175725535547112, + "TN": 143864865, + "TP": 140979, + "n_pred": 239167, + "n_ref": 174197 + }, + "4": { + "Dice": 0.06069901300950903, + "FN": 49488, + "FP": 2569, + "IoU": 0.03129942872029624, + "TN": 144083511, + "TP": 1682, + "n_pred": 4251, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2923236567031966, + "FN": 26357, + "FP": 1604, + "IoU": 0.17118211999051458, + "TN": 144103514, + "TP": 5775, + "n_pred": 7379, + "n_ref": 32132 + }, + "6": { + "Dice": 0.5692211992097174, + "FN": 147950, + "FP": 1684440, + "IoU": 0.3978401125983354, + "TN": 141094221, + "TP": 1210639, + "n_pred": 2895079, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.38869784011833924, + "FN": 85619, + "FP": 428469, + "IoU": 0.24123212256283855, + "TN": 143459720, + "TP": 163442, + "n_pred": 591911, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7683485041996023, + "FN": 30288, + "FP": 89603, + "IoU": 0.623835968875502, + "TN": 143818530, + "TP": 198829, + "n_pred": 288432, + "n_ref": 229117 + }, + "9": { + "Dice": 0.47163677820915756, + "FN": 63847, + "FP": 4743, + "IoU": 0.3085894579801014, + "TN": 144038047, + "TP": 30613, + "n_pred": 35356, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7476118268368319, + "FN": 28140, + "FP": 97358, + "IoU": 0.5969489674663584, + "TN": 111467550, + "TP": 185872, + "n_pred": 283230, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4052751786635232, + "FN": 32250, + "FP": 8111, + "IoU": 0.25413486592870477, + "TN": 111724807, + "TP": 13752, + "n_pred": 21863, + "n_ref": 46002 + }, + "11": { + "Dice": 0.015167364016736401, + "FN": 3766, + "FP": 0, + "IoU": 0.007641633728590251, + "TN": 111775125, + "TP": 29, + "n_pred": 29, + "n_ref": 3795 + }, + "12": { + "Dice": 0.12054021366659948, + "FN": 4361, + "FP": 2, + "IoU": 0.06413556413556414, + "TN": 111774258, + "TP": 299, + "n_pred": 301, + "n_ref": 4660 + }, + "13": { + "Dice": 0.48638016855846256, + "FN": 30811, + "FP": 15932, + "IoU": 0.32133575317604357, + "TN": 111710045, + "TP": 22132, + "n_pred": 38064, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6830020780479098, + "FN": 11615, + "FP": 62980, + "IoU": 0.5186052814992643, + "TN": 111623964, + "TP": 80361, + "n_pred": 143341, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4990602951597498, + "FN": 2633, + "FP": 13626, + "IoU": 0.33249856310041875, + "TN": 111754562, + "TP": 8099, + "n_pred": 21725, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7528215423037169, + "FN": 80307, + "FP": 2435, + "IoU": 0.6036197447591308, + "TN": 111570176, + "TP": 126002, + "n_pred": 128437, + "n_ref": 206309 + }, + "3": { + "Dice": 0.40329938136599386, + "FN": 24715, + "FP": 89873, + "IoU": 0.2525829680651221, + "TN": 111625608, + "TP": 38724, + "n_pred": 128597, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7535391331462425, + "FN": 6596, + "FP": 1308, + "IoU": 0.6045429529193976, + "TN": 111758933, + "TP": 12083, + "n_pred": 13391, + "n_ref": 18679 + }, + "5": { + "Dice": 0.010763614466900004, + "FN": 26273, + "FP": 12, + "IoU": 0.005410927803844407, + "TN": 111752492, + "TP": 143, + "n_pred": 155, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8130779790641661, + "FN": 317905, + "FP": 103655, + "IoU": 0.6850306631122163, + "TN": 110440504, + "TP": 916856, + "n_pred": 1020511, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.40532552367303276, + "FN": 140819, + "FP": 145490, + "IoU": 0.25417445986006115, + "TN": 111395038, + "TP": 97573, + "n_pred": 243063, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5376328133221315, + "FN": 121422, + "FP": 146597, + "IoU": 0.36764556687263916, + "TN": 111355077, + "TP": 155824, + "n_pred": 302421, + "n_ref": 277246 + }, + "9": { + "Dice": 0.427081761955046, + "FN": 57690, + "FP": 3076, + "IoU": 0.271521908529641, + "TN": 111695505, + "TP": 22649, + "n_pred": 25725, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2735941856138795, + "FN": 138564, + "FP": 3959, + "IoU": 0.1584761724815928, + "TN": 198918512, + "TP": 26840, + "n_pred": 30799, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6333747303745343, + "FN": 24367, + "FP": 20505, + "IoU": 0.46345896307633444, + "TN": 199004243, + "TP": 38760, + "n_pred": 59265, + "n_ref": 63127 + }, + "11": { + "Dice": 0.611887072808321, + "FN": 2376, + "FP": 236, + "IoU": 0.44080496681652753, + "TN": 199083204, + "TP": 2059, + "n_pred": 2295, + "n_ref": 4435 + }, + "12": { + "Dice": 0.22169059011164274, + "FN": 2918, + "FP": 10, + "IoU": 0.12466367713004484, + "TN": 199084530, + "TP": 417, + "n_pred": 427, + "n_ref": 3335 + }, + "13": { + "Dice": 0.030443248675697743, + "FN": 34867, + "FP": 11440, + "IoU": 0.01545690351660501, + "TN": 199040841, + "TP": 727, + "n_pred": 12167, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4904337843948934, + "FN": 18751, + "FP": 39843, + "IoU": 0.3248839165351246, + "TN": 199001084, + "TP": 28197, + "n_pred": 68040, + "n_ref": 46948 + }, + "15": { + "Dice": 0.222886577350711, + "FN": 119592, + "FP": 12717, + "IoU": 0.1254205693964292, + "TN": 198936592, + "TP": 18974, + "n_pred": 31691, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6245487640140732, + "FN": 6827, + "FP": 140758, + "IoU": 0.4540682705965909, + "TN": 198817539, + "TP": 122751, + "n_pred": 263509, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0, + "FN": 138831, + "FP": 173, + "IoU": 0.0, + "TN": 198948871, + "TP": 0, + "n_pred": 173, + "n_ref": 138831 + }, + "4": { + "Dice": 0.3923076923076923, + "FN": 12224, + "FP": 2944, + "IoU": 0.24401913875598086, + "TN": 199067811, + "TP": 4896, + "n_pred": 7840, + "n_ref": 17120 + }, + "5": { + "Dice": 0.18276294570865437, + "FN": 18028, + "FP": 216, + "IoU": 0.10057187931374482, + "TN": 199067591, + "TP": 2040, + "n_pred": 2256, + "n_ref": 20068 + }, + "6": { + "Dice": 0.2498409249354183, + "FN": 140999, + "FP": 5948220, + "IoU": 0.14275326654304213, + "TN": 191984647, + "TP": 1014009, + "n_pred": 6962229, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.45473971560587584, + "FN": 74884, + "FP": 120064, + "IoU": 0.29428033593976255, + "TN": 198811635, + "TP": 81292, + "n_pred": 201356, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7020564773989432, + "FN": 14061, + "FP": 74461, + "IoU": 0.540899095510746, + "TN": 198895059, + "TP": 104294, + "n_pred": 178755, + "n_ref": 118355 + }, + "9": { + "Dice": 0.39001223176937827, + "FN": 77572, + "FP": 3216, + "IoU": 0.24224546264596913, + "TN": 198981260, + "TP": 25827, + "n_pred": 29043, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7462148246042593, + "FN": 18653, + "FP": 94070, + "IoU": 0.5951696026145199, + "TN": 130796747, + "TP": 165722, + "n_pred": 259792, + "n_ref": 184375 + }, + "10": { + "Dice": 0.25706279248838837, + "FN": 46165, + "FP": 165136, + "IoU": 0.14748826944568844, + "TN": 130827335, + "TP": 36556, + "n_pred": 201692, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6312885853145934, + "FN": 1668, + "FP": 1139, + "IoU": 0.4612284069097889, + "TN": 131069982, + "TP": 2403, + "n_pred": 3542, + "n_ref": 4071 + }, + "12": { + "Dice": 0.4348668280871671, + "FN": 3288, + "FP": 213, + "IoU": 0.27784653465346537, + "TN": 131070344, + "TP": 1347, + "n_pred": 1560, + "n_ref": 4635 + }, + "13": { + "Dice": 0.28648958122115004, + "FN": 66139, + "FP": 53501, + "IoU": 0.1671945370634628, + "TN": 130931533, + "TP": 24019, + "n_pred": 77520, + "n_ref": 90158 + }, + "14": { + "Dice": 0.225296408481177, + "FN": 30580, + "FP": 148454, + "IoU": 0.1269487533342761, + "TN": 130870125, + "TP": 26033, + "n_pred": 174487, + "n_ref": 56613 + }, + "15": { + "Dice": 0.32559556786703603, + "FN": 4071, + "FP": 93313, + "IoU": 0.1944545544783774, + "TN": 130954300, + "TP": 23508, + "n_pred": 116821, + "n_ref": 27579 + }, + "2": { + "Dice": 0.40377368671924885, + "FN": 92912, + "FP": 105973, + "IoU": 0.2529551626607169, + "TN": 130808963, + "TP": 67344, + "n_pred": 173317, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6445886459320387, + "FN": 28850, + "FP": 148936, + "IoU": 0.4755668041273606, + "TN": 130736186, + "TP": 161220, + "n_pred": 310156, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 2290, + "IoU": 0.0, + "TN": 130999822, + "TP": 0, + "n_pred": 2290, + "n_ref": 73080 + }, + "5": { + "Dice": 0.24169503462847752, + "FN": 12640, + "FP": 280, + "IoU": 0.13745910941985445, + "TN": 131060213, + "TP": 2059, + "n_pred": 2339, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7277310068917777, + "FN": 216936, + "FP": 719167, + "IoU": 0.5719946102859045, + "TN": 128888063, + "TP": 1251026, + "n_pred": 1970193, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3789122538145793, + "FN": 476280, + "FP": 510121, + "IoU": 0.2337395089847525, + "TN": 129787900, + "TP": 300891, + "n_pred": 811012, + "n_ref": 777171 + }, + "8": { + "Dice": 0.665111925599337, + "FN": 22664, + "FP": 83599, + "IoU": 0.4982529534530139, + "TN": 130863406, + "TP": 105523, + "n_pred": 189122, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5302572350238933, + "FN": 36859, + "FP": 13962, + "IoU": 0.3607823407332872, + "TN": 130995687, + "TP": 28684, + "n_pred": 42646, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7397703303574846, + "FN": 12646, + "FP": 130097, + "IoU": 0.5870123106745555, + "TN": 101271565, + "TP": 202892, + "n_pred": 332989, + "n_ref": 215538 + }, + "10": { + "Dice": 0.11963041553190423, + "FN": 38663, + "FP": 66719, + "IoU": 0.06362069271916262, + "TN": 101504658, + "TP": 7160, + "n_pred": 73879, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6999368288060644, + "FN": 2189, + "FP": 186, + "IoU": 0.5383867832847424, + "TN": 101612055, + "TP": 2770, + "n_pred": 2956, + "n_ref": 4959 + }, + "12": { + "Dice": 0.07432432432432433, + "FN": 5270, + "FP": 210, + "IoU": 0.03859649122807018, + "TN": 101611500, + "TP": 220, + "n_pred": 430, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4895381493625844, + "FN": 26791, + "FP": 42641, + "IoU": 0.32409832075930883, + "TN": 101514475, + "TP": 33293, + "n_pred": 75934, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8240347474876989, + "FN": 10356, + "FP": 11602, + "IoU": 0.7007305239055771, + "TN": 101543828, + "TP": 51414, + "n_pred": 63016, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7045005518387814, + "FN": 7414, + "FP": 14273, + "IoU": 0.5438061381181767, + "TN": 101569661, + "TP": 25852, + "n_pred": 40125, + "n_ref": 33266 + }, + "2": { + "Dice": 0.34816334923175546, + "FN": 129165, + "FP": 32512, + "IoU": 0.21077347392057796, + "TN": 101412345, + "TP": 43178, + "n_pred": 75690, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6771934373616374, + "FN": 34556, + "FP": 97407, + "IoU": 0.5119368594686757, + "TN": 101346819, + "TP": 138418, + "n_pred": 235825, + "n_ref": 172974 + }, + "4": { + "Dice": 0.1875996380714378, + "FN": 14036, + "FP": 4819, + "IoU": 0.10350893875998478, + "TN": 101596168, + "TP": 2177, + "n_pred": 6996, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4546442807102307, + "FN": 20961, + "FP": 1614, + "IoU": 0.294200406440519, + "TN": 101585215, + "TP": 9410, + "n_pred": 11024, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7727135693441101, + "FN": 372611, + "FP": 310437, + "IoU": 0.6296114338452795, + "TN": 99773061, + "TP": 1161091, + "n_pred": 1471528, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.5771293197620988, + "FN": 161563, + "FP": 228635, + "IoU": 0.4056091166806557, + "TN": 100960733, + "TP": 266269, + "n_pred": 494904, + "n_ref": 427832 + }, + "8": { + "Dice": 0.674408488042963, + "FN": 59084, + "FP": 107823, + "IoU": 0.5087604152257282, + "TN": 101277433, + "TP": 172860, + "n_pred": 280683, + "n_ref": 231944 + }, + "9": { + "Dice": 0.38753803687339256, + "FN": 60430, + "FP": 4581, + "IoU": 0.24033933558466447, + "TN": 101531621, + "TP": 20568, + "n_pred": 25149, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7609852004470838, + "FN": 70314, + "FP": 18431, + "IoU": 0.6141857229806104, + "TN": 118952192, + "TP": 141275, + "n_pred": 159706, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5298155775724517, + "FN": 23636, + "FP": 77732, + "IoU": 0.36037354871277133, + "TN": 119023732, + "TP": 57112, + "n_pred": 134844, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6092995169082126, + "FN": 2020, + "FP": 568, + "IoU": 0.4381241858445506, + "TN": 119177606, + "TP": 2018, + "n_pred": 2586, + "n_ref": 4038 + }, + "12": { + "Dice": 0.12246256239600666, + "FN": 3767, + "FP": 1507, + "IoU": 0.065225097483162, + "TN": 119176570, + "TP": 368, + "n_pred": 1875, + "n_ref": 4135 + }, + "13": { + "Dice": 0.13630960911091067, + "FN": 24990, + "FP": 77467, + "IoU": 0.0731396211394764, + "TN": 119071670, + "TP": 8085, + "n_pred": 85552, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08324346744089589, + "FN": 59846, + "FP": 72772, + "IoU": 0.04342933806504663, + "TN": 119043573, + "TP": 6021, + "n_pred": 78793, + "n_ref": 65867 + }, + "15": { + "Dice": 0.43473610863541345, + "FN": 7306, + "FP": 27577, + "IoU": 0.2777398182081703, + "TN": 119133915, + "TP": 13414, + "n_pred": 40991, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5307286644214867, + "FN": 30301, + "FP": 258276, + "IoU": 0.36121896042606505, + "TN": 118730450, + "TP": 163185, + "n_pred": 421461, + "n_ref": 193486 + }, + "3": { + "Dice": 0.4062104682719026, + "FN": 140645, + "FP": 24112, + "IoU": 0.2548708346901118, + "TN": 118961100, + "TP": 56355, + "n_pred": 80467, + "n_ref": 197000 + }, + "4": { + "Dice": 0.11632837480884194, + "FN": 39990, + "FP": 10860, + "IoU": 0.06175618576673986, + "TN": 119128015, + "TP": 3347, + "n_pred": 14207, + "n_ref": 43337 + }, + "5": { + "Dice": 0.08196986878341163, + "FN": 16963, + "FP": 38, + "IoU": 0.04273648648648649, + "TN": 119164452, + "TP": 759, + "n_pred": 797, + "n_ref": 17722 + }, + "6": { + "Dice": 0.514593390057439, + "FN": 128895, + "FP": 2908499, + "IoU": 0.34643267817243506, + "TN": 114534804, + "TP": 1610014, + "n_pred": 4518513, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5054925572226389, + "FN": 118002, + "FP": 233439, + "IoU": 0.33823354956549573, + "TN": 118651147, + "TP": 179624, + "n_pred": 413063, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8346510632224918, + "FN": 9059, + "FP": 19906, + "IoU": 0.7162241598902713, + "TN": 119080142, + "TP": 73105, + "n_pred": 93011, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6136352428121543, + "FN": 41971, + "FP": 12870, + "IoU": 0.44262178451281114, + "TN": 119083821, + "TP": 43550, + "n_pred": 56420, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19028, + "IoU": 0.0, + "TN": 61313452, + "TP": 0, + "n_pred": 19028, + "n_ref": 0 + }, + "10": { + "Dice": 0.4511427818910772, + "FN": 19012, + "FP": 18498, + "IoU": 0.29127460983259645, + "TN": 61279554, + "TP": 15416, + "n_pred": 33914, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7751937984496124, + "FN": 1014, + "FP": 639, + "IoU": 0.6329113924050633, + "TN": 61327977, + "TP": 2850, + "n_pred": 3489, + "n_ref": 3864 + }, + "12": { + "Dice": 0.24265869526991385, + "FN": 4160, + "FP": 147, + "IoU": 0.1380828497098259, + "TN": 61327483, + "TP": 690, + "n_pred": 837, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4024806451288143, + "FN": 32707, + "FP": 26644, + "IoU": 0.25194101336022184, + "TN": 61253140, + "TP": 19989, + "n_pred": 46633, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8600168943498415, + "FN": 43028, + "FP": 31047, + "IoU": 0.7544119646048213, + "TN": 61030857, + "TP": 227548, + "n_pred": 258595, + "n_ref": 270576 + }, + "15": { + "Dice": 0.33828224776500637, + "FN": 77038, + "FP": 5862, + "IoU": 0.2035738303391296, + "TN": 61228390, + "TP": 21190, + "n_pred": 27052, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6422181698088825, + "FN": 71490, + "FP": 28178, + "IoU": 0.4729906937394247, + "TN": 61143360, + "TP": 89452, + "n_pred": 117630, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7143328736171836, + "FN": 31270, + "FP": 46612, + "IoU": 0.5556126146173904, + "TN": 61157223, + "TP": 97375, + "n_pred": 143987, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3719068982226877, + "FN": 30293, + "FP": 9888, + "IoU": 0.22843097720682834, + "TN": 61280403, + "TP": 11896, + "n_pred": 21784, + "n_ref": 42189 + }, + "5": { + "Dice": 0.13699208443271768, + "FN": 7923, + "FP": 254, + "IoU": 0.07353274416496715, + "TN": 61323654, + "TP": 649, + "n_pred": 903, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7549836552624619, + "FN": 122790, + "FP": 580341, + "IoU": 0.6064046134443479, + "TN": 59546049, + "TP": 1083300, + "n_pred": 1663641, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.20233962321567595, + "FN": 164332, + "FP": 150215, + "IoU": 0.11255720258885799, + "TN": 60978038, + "TP": 39895, + "n_pred": 190110, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7057676762873852, + "FN": 22841, + "FP": 26663, + "IoU": 0.5453176090231089, + "TN": 61223604, + "TP": 59372, + "n_pred": 86035, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5901530146163215, + "FN": 32365, + "FP": 10705, + "IoU": 0.41859366352137584, + "TN": 61258401, + "TP": 31009, + "n_pred": 41714, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7752117991562254, + "FN": 18581, + "FP": 73383, + "IoU": 0.632935391296365, + "TN": 148856961, + "TP": 158575, + "n_pred": 231958, + "n_ref": 177156 + }, + "10": { + "Dice": 0.1454093552716608, + "FN": 65489, + "FP": 20470, + "IoU": 0.07840509477656746, + "TN": 149014228, + "TP": 7313, + "n_pred": 27783, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6440677966101694, + "FN": 1217, + "FP": 316, + "IoU": 0.475, + "TN": 149104580, + "TP": 1387, + "n_pred": 1703, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 12, + "IoU": 0.0, + "TN": 149105391, + "TP": 0, + "n_pred": 12, + "n_ref": 2097 + }, + "13": { + "Dice": 0.18775376137079042, + "FN": 74078, + "FP": 14945, + "IoU": 0.10360278717576929, + "TN": 149008188, + "TP": 10289, + "n_pred": 25234, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8063292992156844, + "FN": 7685, + "FP": 33330, + "IoU": 0.6755039716446724, + "TN": 148981104, + "TP": 85381, + "n_pred": 118711, + "n_ref": 93066 + }, + "15": { + "Dice": 0.565001214259238, + "FN": 15941, + "FP": 18092, + "IoU": 0.39372940233365994, + "TN": 149051365, + "TP": 22102, + "n_pred": 40194, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7249982444348585, + "FN": 48599, + "FP": 33640, + "IoU": 0.5686252911185246, + "TN": 148916856, + "TP": 108405, + "n_pred": 142045, + "n_ref": 157004 + }, + "3": { + "Dice": 0.022843157250662858, + "FN": 58910, + "FP": 41701, + "IoU": 0.011553538271095523, + "TN": 149005713, + "TP": 1176, + "n_pred": 42877, + "n_ref": 60086 + }, + "4": { + "Dice": 0.49036541112267573, + "FN": 17117, + "FP": 1000, + "IoU": 0.32482391085603546, + "TN": 149080667, + "TP": 8716, + "n_pred": 9716, + "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": 0.46753824086865753, + "FN": 309906, + "FP": 1503507, + "IoU": 0.30508966248767994, + "TN": 146497936, + "TP": 796151, + "n_pred": 2299658, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.1838341806274006, + "FN": 231794, + "FP": 153029, + "IoU": 0.10122103316034585, + "TN": 148679338, + "TP": 43339, + "n_pred": 196368, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7246435612558618, + "FN": 45105, + "FP": 94702, + "IoU": 0.5681890483647292, + "TN": 148783731, + "TP": 183962, + "n_pred": 278664, + "n_ref": 229067 + }, + "9": { + "Dice": 0.35501278046009654, + "FN": 68112, + "FP": 2289, + "IoU": 0.21581491712707182, + "TN": 149017724, + "TP": 19375, + "n_pred": 21664, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09330644467729225, + "FN": 488523, + "FP": 28072, + "IoU": 0.048936256388352944, + "TN": 100169624, + "TP": 26581, + "n_pred": 54653, + "n_ref": 515104 + }, + "10": { + "Dice": 0.21687367637799781, + "FN": 19526, + "FP": 117294, + "IoU": 0.12162552563156036, + "TN": 100557035, + "TP": 18945, + "n_pred": 136239, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2564826248015523, + "FN": 2754, + "FP": 1461, + "IoU": 0.14710643464184542, + "TN": 100707858, + "TP": 727, + "n_pred": 2188, + "n_ref": 3481 + }, + "12": { + "Dice": 0.016116035455278, + "FN": 5823, + "FP": 282, + "IoU": 0.008123476848090982, + "TN": 100706645, + "TP": 50, + "n_pred": 332, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 47722, + "IoU": 0.0, + "TN": 100625923, + "TP": 0, + "n_pred": 47722, + "n_ref": 39155 + }, + "14": { + "Dice": 0.43635613450826677, + "FN": 50253, + "FP": 217497, + "IoU": 0.279063630880579, + "TN": 100341408, + "TP": 103642, + "n_pred": 321139, + "n_ref": 153895 + }, + "15": { + "Dice": 0.27455999099941636, + "FN": 75743, + "FP": 27424, + "IoU": 0.15912462303366207, + "TN": 100590110, + "TP": 19523, + "n_pred": 46947, + "n_ref": 95266 + }, + "2": { + "Dice": 0.22398581820933275, + "FN": 181352, + "FP": 177605, + "IoU": 0.12611713380773734, + "TN": 100302039, + "TP": 51804, + "n_pred": 229409, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4842724149270317, + "FN": 138530, + "FP": 43396, + "IoU": 0.3194983186267725, + "TN": 100445459, + "TP": 85415, + "n_pred": 128811, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0004305125790394188, + "FN": 57636, + "FP": 16662, + "IoU": 0.00021530263476599295, + "TN": 100638486, + "TP": 16, + "n_pred": 16678, + "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": 0.38850852620264403, + "FN": 947491, + "FP": 2611497, + "IoU": 0.24108630577309448, + "TN": 96023218, + "TP": 1130594, + "n_pred": 3742091, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.26081629213611096, + "FN": 115038, + "FP": 209525, + "IoU": 0.14996477425403917, + "TN": 100330977, + "TP": 57260, + "n_pred": 266785, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7556100169325372, + "FN": 21213, + "FP": 33633, + "IoU": 0.6072131945886717, + "TN": 100573167, + "TP": 84787, + "n_pred": 118420, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5298292836839431, + "FN": 54417, + "FP": 29776, + "IoU": 0.3603862312069345, + "TN": 100581169, + "TP": 47438, + "n_pred": 77214, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6559170580822545, + "FN": 32030, + "FP": 16026, + "IoU": 0.4880034093330492, + "TN": 78856840, + "TP": 45804, + "n_pred": 61830, + "n_ref": 77834 + }, + "10": { + "Dice": 0.03329440703654931, + "FN": 38274, + "FP": 633, + "IoU": 0.016929024433383025, + "TN": 78911123, + "TP": 670, + "n_pred": 1303, + "n_ref": 38944 + }, + "11": { + "Dice": 0.39036885245901637, + "FN": 987, + "FP": 203, + "IoU": 0.24252068746021643, + "TN": 78949129, + "TP": 381, + "n_pred": 584, + "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": 0.21980797763417656, + "FN": 50442, + "FP": 13185, + "IoU": 0.12347430775588925, + "TN": 78878110, + "TP": 8963, + "n_pred": 22148, + "n_ref": 59405 + }, + "14": { + "Dice": 0.13928770894566708, + "FN": 14924, + "FP": 137645, + "IoU": 0.07485719829729434, + "TN": 78785786, + "TP": 12345, + "n_pred": 149990, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7621697947909258, + "FN": 22145, + "FP": 930, + "IoU": 0.6157304867691386, + "TN": 78890651, + "TP": 36974, + "n_pred": 37904, + "n_ref": 59119 + }, + "2": { + "Dice": 0.694969755341864, + "FN": 31933, + "FP": 27924, + "IoU": 0.5325315318833223, + "TN": 78822655, + "TP": 68188, + "n_pred": 96112, + "n_ref": 100121 + }, + "3": { + "Dice": 0.04211127077791706, + "FN": 82611, + "FP": 11378, + "IoU": 0.021508510749050025, + "TN": 78854645, + "TP": 2066, + "n_pred": 13444, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8856366297302948, + "FN": 2302, + "FP": 1527, + "IoU": 0.7947467166979362, + "TN": 78932045, + "TP": 14826, + "n_pred": 16353, + "n_ref": 17128 + }, + "5": { + "Dice": 0.02872114431383657, + "FN": 34291, + "FP": 0, + "IoU": 0.014569802862233461, + "TN": 78915902, + "TP": 507, + "n_pred": 507, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7524161042731611, + "FN": 219876, + "FP": 100760, + "IoU": 0.60309860270744, + "TN": 78142852, + "TP": 487212, + "n_pred": 587972, + "n_ref": 707088 + }, + "7": { + "Dice": 0.14871873332233035, + "FN": 659389, + "FP": 47240, + "IoU": 0.08033286783548707, + "TN": 78182347, + "TP": 61724, + "n_pred": 108964, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5034976641374849, + "FN": 197628, + "FP": 65623, + "IoU": 0.33644963463908795, + "TN": 78553969, + "TP": 133480, + "n_pred": 199103, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3968418534173379, + "FN": 42120, + "FP": 3258, + "IoU": 0.24753755845189535, + "TN": 78890394, + "TP": 14928, + "n_pred": 18186, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5701005444910444, + "FN": 15123, + "FP": 185579, + "IoU": 0.39869974234525735, + "TN": 104670660, + "TP": 133078, + "n_pred": 318657, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6445263242069521, + "FN": 34844, + "FP": 22945, + "IoU": 0.4754989607820002, + "TN": 104894261, + "TP": 52390, + "n_pred": 75335, + "n_ref": 87234 + }, + "11": { + "Dice": 0.5774735532047293, + "FN": 2475, + "FP": 241, + "IoU": 0.40594925634295714, + "TN": 104999868, + "TP": 1856, + "n_pred": 2097, + "n_ref": 4331 + }, + "12": { + "Dice": 0.18751171948246764, + "FN": 4333, + "FP": 0, + "IoU": 0.10345541071798055, + "TN": 104999607, + "TP": 500, + "n_pred": 500, + "n_ref": 4833 + }, + "13": { + "Dice": 0.277761792732258, + "FN": 61407, + "FP": 23937, + "IoU": 0.1612795440027517, + "TN": 104902685, + "TP": 16411, + "n_pred": 40348, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7795520978214788, + "FN": 17677, + "FP": 11962, + "IoU": 0.6387426259080493, + "TN": 104922396, + "TP": 52405, + "n_pred": 64367, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8023314749113026, + "FN": 2198, + "FP": 8722, + "IoU": 0.6699111299195938, + "TN": 104971358, + "TP": 22162, + "n_pred": 30884, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6163749915970691, + "FN": 74475, + "FP": 45366, + "IoU": 0.4454783542171797, + "TN": 104788324, + "TP": 96275, + "n_pred": 141641, + "n_ref": 170750 + }, + "3": { + "Dice": 0.673688863157436, + "FN": 45326, + "FP": 59507, + "IoU": 0.5079417977000704, + "TN": 104791390, + "TP": 108217, + "n_pred": 167724, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5176, + "IoU": 0.0, + "TN": 104999264, + "TP": 0, + "n_pred": 5176, + "n_ref": 0 + }, + "5": { + "Dice": 0.3959386341876155, + "FN": 21189, + "FP": 5940, + "IoU": 0.24683509161576903, + "TN": 104968420, + "TP": 8891, + "n_pred": 14831, + "n_ref": 30080 + }, + "6": { + "Dice": 0.5953953512248882, + "FN": 145640, + "FP": 1336108, + "IoU": 0.423888210639274, + "TN": 102432460, + "TP": 1090232, + "n_pred": 2426340, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5370099581543235, + "FN": 52161, + "FP": 254650, + "IoU": 0.36706330377809226, + "TN": 104519698, + "TP": 177931, + "n_pred": 432581, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7917193934266917, + "FN": 83073, + "FP": 65882, + "IoU": 0.6552446419478776, + "TN": 104572380, + "TP": 283105, + "n_pred": 348987, + "n_ref": 366178 + }, + "9": { + "Dice": 0.577735404142589, + "FN": 53863, + "FP": 4157, + "IoU": 0.40620810348886, + "TN": 104906729, + "TP": 39691, + "n_pred": 43848, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5743148624538401, + "FN": 196655, + "FP": 131647, + "IoU": 0.4028342916180855, + "TN": 177126521, + "TP": 221465, + "n_pred": 353112, + "n_ref": 418120 + }, + "10": { + "Dice": 0.32424465733235075, + "FN": 46881, + "FP": 57657, + "IoU": 0.19349164467897978, + "TN": 177546670, + "TP": 25080, + "n_pred": 82737, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6171460485897794, + "FN": 2533, + "FP": 209, + "IoU": 0.4462843295638126, + "TN": 177671336, + "TP": 2210, + "n_pred": 2419, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 40, + "IoU": 0.0, + "TN": 177671050, + "TP": 0, + "n_pred": 40, + "n_ref": 5198 + }, + "13": { + "Dice": 0.2443052495493363, + "FN": 63666, + "FP": 19338, + "IoU": 0.1391501851256469, + "TN": 177579867, + "TP": 13417, + "n_pred": 32755, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8416371808358037, + "FN": 14638, + "FP": 8546, + "IoU": 0.7265747543961033, + "TN": 177591497, + "TP": 61607, + "n_pred": 70153, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4506566298052833, + "FN": 3832, + "FP": 43311, + "IoU": 0.2908694344163658, + "TN": 177609808, + "TP": 19337, + "n_pred": 62648, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5598842905799468, + "FN": 118366, + "FP": 32562, + "IoU": 0.3887772954059483, + "TN": 177429360, + "TP": 96000, + "n_pred": 128562, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6438633680655621, + "FN": 56239, + "FP": 110590, + "IoU": 0.47477765359610874, + "TN": 177358653, + "TP": 150806, + "n_pred": 261396, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 5641, + "IoU": 0.0, + "TN": 177636214, + "TP": 0, + "n_pred": 5641, + "n_ref": 34433 + }, + "5": { + "Dice": 0.650558157769845, + "FN": 15417, + "FP": 1518, + "IoU": 0.4820942536469005, + "TN": 177643589, + "TP": 15764, + "n_pred": 17282, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6748677837322149, + "FN": 424024, + "FP": 907145, + "IoU": 0.5092833571226348, + "TN": 174963584, + "TP": 1381535, + "n_pred": 2288680, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5086670400448053, + "FN": 113884, + "FP": 377390, + "IoU": 0.3410821417506173, + "TN": 176930711, + "TP": 254303, + "n_pred": 631693, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6922813649763921, + "FN": 21447, + "FP": 136793, + "IoU": 0.5293809741909005, + "TN": 177340050, + "TP": 177998, + "n_pred": 314791, + "n_ref": 199445 + }, + "9": { + "Dice": 0.4027035915580807, + "FN": 99714, + "FP": 5624, + "IoU": 0.25211575599227537, + "TN": 177535440, + "TP": 35510, + "n_pred": 41134, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7578380148742303, + "FN": 64426, + "FP": 13949, + "IoU": 0.6100959648974434, + "TN": 193804524, + "TP": 122636, + "n_pred": 136585, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3611097283753962, + "FN": 65283, + "FP": 11725, + "IoU": 0.22033795344787438, + "TN": 193906764, + "TP": 21763, + "n_pred": 33488, + "n_ref": 87046 + }, + "11": { + "Dice": 0.35079489184258533, + "FN": 2439, + "FP": 52, + "IoU": 0.2127054361567636, + "TN": 194002371, + "TP": 673, + "n_pred": 725, + "n_ref": 3112 + }, + "12": { + "Dice": 0.00404244567963618, + "FN": 3942, + "FP": 0, + "IoU": 0.0020253164556962027, + "TN": 194001585, + "TP": 8, + "n_pred": 8, + "n_ref": 3950 + }, + "13": { + "Dice": 0.34471838950463696, + "FN": 47065, + "FP": 28257, + "IoU": 0.20825362120798033, + "TN": 193910401, + "TP": 19812, + "n_pred": 48069, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7199987701263695, + "FN": 5651, + "FP": 48989, + "IoU": 0.5624984986908584, + "TN": 193880644, + "TP": 70251, + "n_pred": 119240, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5018996555764655, + "FN": 6831, + "FP": 21225, + "IoU": 0.3350240572633974, + "TN": 193963344, + "TP": 14135, + "n_pred": 35360, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6353213405206636, + "FN": 17268, + "FP": 122366, + "IoU": 0.4655464758004325, + "TN": 193744270, + "TP": 121631, + "n_pred": 243997, + "n_ref": 138899 + }, + "3": { + "Dice": 0.004916598581416703, + "FN": 134215, + "FP": 3412, + "IoU": 0.0024643574188030473, + "TN": 193867568, + "TP": 340, + "n_pred": 3752, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6433363202634956, + "FN": 7747, + "FP": 6980, + "IoU": 0.474204719911457, + "TN": 193977526, + "TP": 13282, + "n_pred": 20262, + "n_ref": 21029 + }, + "5": { + "Dice": 0.040350563405473085, + "FN": 26706, + "FP": 121, + "IoU": 0.020590704976087035, + "TN": 193978144, + "TP": 564, + "n_pred": 685, + "n_ref": 27270 + }, + "6": { + "Dice": 0.3049937965932146, + "FN": 258320, + "FP": 4877420, + "IoU": 0.17993668458570175, + "TN": 187742921, + "TP": 1126874, + "n_pred": 6004294, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5573646268832889, + "FN": 130731, + "FP": 173020, + "IoU": 0.3863516986133109, + "TN": 193510543, + "TP": 191241, + "n_pred": 364261, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8063541783197226, + "FN": 39578, + "FP": 57358, + "IoU": 0.6755388940955951, + "TN": 193706775, + "TP": 201824, + "n_pred": 259182, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4120350040775359, + "FN": 72144, + "FP": 2838, + "IoU": 0.2594736062416671, + "TN": 193904280, + "TP": 26273, + "n_pred": 29111, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7359835054392367, + "FN": 29140, + "FP": 32068, + "IoU": 0.5822578333481208, + "TN": 99509279, + "TP": 85313, + "n_pred": 117381, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5869205652729096, + "FN": 37442, + "FP": 10759, + "IoU": 0.41534860026199605, + "TN": 99573356, + "TP": 34243, + "n_pred": 45002, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5757220921155347, + "FN": 2167, + "FP": 7, + "IoU": 0.40422033433817484, + "TN": 99652151, + "TP": 1475, + "n_pred": 1482, + "n_ref": 3642 + }, + "12": { + "Dice": 0.02703448275862069, + "FN": 3519, + "FP": 8, + "IoU": 0.013702460850111857, + "TN": 99652224, + "TP": 49, + "n_pred": 57, + "n_ref": 3568 + }, + "13": { + "Dice": 0.22976021388587184, + "FN": 37181, + "FP": 18133, + "IoU": 0.12979044742306967, + "TN": 99592236, + "TP": 8250, + "n_pred": 26383, + "n_ref": 45431 + }, + "14": { + "Dice": 0.32471162223383865, + "FN": 30846, + "FP": 66041, + "IoU": 0.1938243149915544, + "TN": 99535619, + "TP": 23294, + "n_pred": 89335, + "n_ref": 54140 + }, + "15": { + "Dice": 0.38547340439394334, + "FN": 23156, + "FP": 24004, + "IoU": 0.2387532081806589, + "TN": 99593849, + "TP": 14791, + "n_pred": 38795, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7496840252779777, + "FN": 21034, + "FP": 41550, + "IoU": 0.5995956545661604, + "TN": 99499498, + "TP": 93718, + "n_pred": 135268, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7198125368139795, + "FN": 39488, + "FP": 26156, + "IoU": 0.5622711966125429, + "TN": 99505835, + "TP": 84321, + "n_pred": 110477, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5540042443873562, + "FN": 11466, + "FP": 513, + "IoU": 0.3831299243009424, + "TN": 99636381, + "TP": 7440, + "n_pred": 7953, + "n_ref": 18906 + }, + "5": { + "Dice": 0.49231769774815054, + "FN": 3938, + "FP": 2307, + "IoU": 0.326539415507387, + "TN": 99646527, + "TP": 3028, + "n_pred": 5335, + "n_ref": 6966 + }, + "6": { + "Dice": 0.5518233007592546, + "FN": 214855, + "FP": 1635689, + "IoU": 0.3810469406451341, + "TN": 96666003, + "TP": 1139253, + "n_pred": 2774942, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.3768670329791821, + "FN": 47665, + "FP": 346876, + "IoU": 0.23218494149059354, + "TN": 99141951, + "TP": 119308, + "n_pred": 466184, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5558008880193174, + "FN": 20245, + "FP": 108710, + "IoU": 0.38485059532895743, + "TN": 99446168, + "TP": 80677, + "n_pred": 189387, + "n_ref": 100922 + }, + "9": { + "Dice": 0.3458503194658969, + "FN": 75046, + "FP": 2457, + "IoU": 0.2090804257533855, + "TN": 99557809, + "TP": 20488, + "n_pred": 22945, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6451743330416355, + "FN": 218735, + "FP": 32252, + "IoU": 0.4762046872717407, + "TN": 62604350, + "TP": 228183, + "n_pred": 260435, + "n_ref": 446918 + }, + "10": { + "Dice": 0.2712445273810378, + "FN": 55728, + "FP": 25502, + "IoU": 0.15690161603371147, + "TN": 62987173, + "TP": 15117, + "n_pred": 40619, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7199207790064367, + "FN": 1364, + "FP": 333, + "IoU": 0.5624033006704486, + "TN": 63079642, + "TP": 2181, + "n_pred": 2514, + "n_ref": 3545 + }, + "12": { + "Dice": 0.33101903695408735, + "FN": 2763, + "FP": 224, + "IoU": 0.19833601717659688, + "TN": 63079794, + "TP": 739, + "n_pred": 963, + "n_ref": 3502 + }, + "13": { + "Dice": 0.2613764308500657, + "FN": 34512, + "FP": 28466, + "IoU": 0.15033526261113583, + "TN": 63009399, + "TP": 11143, + "n_pred": 39609, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20563, + "IoU": 0.0, + "TN": 63062957, + "TP": 0, + "n_pred": 20563, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6547872129718881, + "FN": 24794, + "FP": 79782, + "IoU": 0.4867536342844803, + "TN": 62879766, + "TP": 99178, + "n_pred": 178960, + "n_ref": 123972 + }, + "3": { + "Dice": 0.31653541439347216, + "FN": 100900, + "FP": 14354, + "IoU": 0.18802617952276618, + "TN": 62941577, + "TP": 26689, + "n_pred": 41043, + "n_ref": 127589 + }, + "4": { + "Dice": 0.20813103820312884, + "FN": 15907, + "FP": 240, + "IoU": 0.11615304614374077, + "TN": 63065251, + "TP": 2122, + "n_pred": 2362, + "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": 0.6317290469269228, + "FN": 291688, + "FP": 685326, + "IoU": 0.4616987925586572, + "TN": 61268525, + "TP": 837981, + "n_pred": 1523307, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5669934538944044, + "FN": 65451, + "FP": 73855, + "IoU": 0.3956670368570834, + "TN": 62853008, + "TP": 91206, + "n_pred": 165061, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7497604422875664, + "FN": 27063, + "FP": 29606, + "IoU": 0.5996934248820321, + "TN": 62941956, + "TP": 84895, + "n_pred": 114501, + "n_ref": 111958 + }, + "9": { + "Dice": 0.3905970620201241, + "FN": 31748, + "FP": 3016, + "IoU": 0.2426968739788694, + "TN": 63037615, + "TP": 11141, + "n_pred": 14157, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8033635371832085, + "FN": 30462, + "FP": 107600, + "IoU": 0.6713513770858626, + "TN": 109188728, + "TP": 282028, + "n_pred": 389628, + "n_ref": 312490 + }, + "10": { + "Dice": 0.34304335948171566, + "FN": 43979, + "FP": 124353, + "IoU": 0.20703218846717322, + "TN": 109396537, + "TP": 43949, + "n_pred": 168302, + "n_ref": 87928 + }, + "11": { + "Dice": 0.4625101214574899, + "FN": 3038, + "FP": 281, + "IoU": 0.300821571518854, + "TN": 109604071, + "TP": 1428, + "n_pred": 1709, + "n_ref": 4466 + }, + "12": { + "Dice": 0.3382536012804553, + "FN": 3130, + "FP": 591, + "IoU": 0.2035530821917808, + "TN": 109604146, + "TP": 951, + "n_pred": 1542, + "n_ref": 4081 + }, + "13": { + "Dice": 0.36247928812519176, + "FN": 51246, + "FP": 52638, + "IoU": 0.22135859748008124, + "TN": 109475401, + "TP": 29533, + "n_pred": 82171, + "n_ref": 80779 + }, + "14": { + "Dice": 0.29186110243157826, + "FN": 68427, + "FP": 69818, + "IoU": 0.17086497055189703, + "TN": 109442084, + "TP": 28489, + "n_pred": 98307, + "n_ref": 96916 + }, + "15": { + "Dice": 0.3618614997052045, + "FN": 76536, + "FP": 18710, + "IoU": 0.22089798856451073, + "TN": 109486567, + "TP": 27005, + "n_pred": 45715, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4084176155623504, + "FN": 140263, + "FP": 73526, + "IoU": 0.2566110429191862, + "TN": 109321231, + "TP": 73798, + "n_pred": 147324, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6354982818444604, + "FN": 55850, + "FP": 161919, + "IoU": 0.46573652007085276, + "TN": 109201212, + "TP": 189837, + "n_pred": 351756, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0010633584404076207, + "FN": 50260, + "FP": 6105, + "IoU": 0.0005319620533735261, + "TN": 109552423, + "TP": 30, + "n_pred": 6135, + "n_ref": 50290 + }, + "5": { + "Dice": 0.3818683261438371, + "FN": 7852, + "FP": 889, + "IoU": 0.23599335722401887, + "TN": 109597377, + "TP": 2700, + "n_pred": 3589, + "n_ref": 10552 + }, + "6": { + "Dice": 0.3885530435470542, + "FN": 346768, + "FP": 2497446, + "IoU": 0.24112059164660438, + "TN": 105860905, + "TP": 903699, + "n_pred": 3401145, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.37220933862147954, + "FN": 889726, + "FP": 150073, + "IoU": 0.22865921733834504, + "TN": 108260777, + "TP": 308242, + "n_pred": 458315, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7474987875630916, + "FN": 6187, + "FP": 50043, + "IoU": 0.5968048414969059, + "TN": 109469357, + "TP": 83231, + "n_pred": 133274, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5929874630516767, + "FN": 26112, + "FP": 13820, + "IoU": 0.42145144231465786, + "TN": 109539797, + "TP": 29089, + "n_pred": 42909, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46623687908091577, + "FN": 30571, + "FP": 34009, + "IoU": 0.3039823247292127, + "TN": 66974567, + "TP": 28205, + "n_pred": 62214, + "n_ref": 58776 + }, + "10": { + "Dice": 0.47364671738270087, + "FN": 51868, + "FP": 7981, + "IoU": 0.31031264044620116, + "TN": 66980575, + "TP": 26928, + "n_pred": 34909, + "n_ref": 78796 + }, + "11": { + "Dice": 0.005739795918367347, + "FN": 3117, + "FP": 1, + "IoU": 0.002878157978893508, + "TN": 67064225, + "TP": 9, + "n_pred": 10, + "n_ref": 3126 + }, + "12": { + "Dice": 0.24846625766871167, + "FN": 2825, + "FP": 115, + "IoU": 0.14185639229422067, + "TN": 67063926, + "TP": 486, + "n_pred": 601, + "n_ref": 3311 + }, + "13": { + "Dice": 0.2079761175750153, + "FN": 32777, + "FP": 8611, + "IoU": 0.11605655461108026, + "TN": 67020530, + "TP": 5434, + "n_pred": 14045, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7829733393583371, + "FN": 10499, + "FP": 25522, + "IoU": 0.6433493732549159, + "TN": 66966354, + "TP": 64977, + "n_pred": 90499, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6126463897548234, + "FN": 16819, + "FP": 1571, + "IoU": 0.44159353839613763, + "TN": 67034419, + "TP": 14543, + "n_pred": 16114, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5878601600894134, + "FN": 20857, + "FP": 154668, + "IoU": 0.4162903300898552, + "TN": 66766646, + "TP": 125181, + "n_pred": 279849, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0, + "FN": 160370, + "FP": 13145, + "IoU": 0.0, + "TN": 66893837, + "TP": 0, + "n_pred": 13145, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0513584931228403, + "FN": 12660, + "FP": 1341, + "IoU": 0.026356050069541028, + "TN": 67052972, + "TP": 379, + "n_pred": 1720, + "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": 0.6858731378862489, + "FN": 250497, + "FP": 509194, + "IoU": 0.5219230788593983, + "TN": 65478296, + "TP": 829365, + "n_pred": 1338559, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3520078183179947, + "FN": 269127, + "FP": 34550, + "IoU": 0.2135979904702714, + "TN": 66681192, + "TP": 82483, + "n_pred": 117033, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7190357558070563, + "FN": 9951, + "FP": 49258, + "IoU": 0.5613238301277302, + "TN": 66932380, + "TP": 75763, + "n_pred": 125021, + "n_ref": 85714 + }, + "9": { + "Dice": 0.37364762022296266, + "FN": 59178, + "FP": 1726, + "IoU": 0.22974579486530922, + "TN": 66988282, + "TP": 18166, + "n_pred": 19892, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18713349015985722, + "FN": 160767, + "FP": 8206, + "IoU": 0.10322519013071653, + "TN": 74330857, + "TP": 19450, + "n_pred": 27656, + "n_ref": 180217 + }, + "10": { + "Dice": 0.536923076923077, + "FN": 31719, + "FP": 10421, + "IoU": 0.3669821240799159, + "TN": 74452710, + "TP": 24430, + "n_pred": 34851, + "n_ref": 56149 + }, + "11": { + "Dice": 0.2431111111111111, + "FN": 2840, + "FP": 566, + "IoU": 0.13837591702504426, + "TN": 74515327, + "TP": 547, + "n_pred": 1113, + "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": 0.1630560856063157, + "FN": 36353, + "FP": 30754, + "IoU": 0.08876486882841779, + "TN": 74445636, + "TP": 6537, + "n_pred": 37291, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3850797676047009, + "FN": 11577, + "FP": 53409, + "IoU": 0.23845126209951484, + "TN": 74433946, + "TP": 20348, + "n_pred": 73757, + "n_ref": 31925 + }, + "15": { + "Dice": 0.46869983948635635, + "FN": 18241, + "FP": 9232, + "IoU": 0.3060796645702306, + "TN": 74479689, + "TP": 12118, + "n_pred": 21350, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6018399538149245, + "FN": 11640, + "FP": 159400, + "IoU": 0.43045140322602127, + "TN": 74218972, + "TP": 129268, + "n_pred": 288668, + "n_ref": 140908 + }, + "3": { + "Dice": 0.045311599769541, + "FN": 151866, + "FP": 7208, + "IoU": 0.023180983610584037, + "TN": 74356431, + "TP": 3775, + "n_pred": 10983, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 9494, + "IoU": 0.0, + "TN": 74496508, + "TP": 0, + "n_pred": 9494, + "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": 0.8456478190630049, + "FN": 199151, + "FP": 314398, + "IoU": 0.7325735014218858, + "TN": 72598943, + "TP": 1406788, + "n_pred": 1721186, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.68098199594894, + "FN": 52547, + "FP": 54867, + "IoU": 0.5162795305730935, + "TN": 74297222, + "TP": 114644, + "n_pred": 169511, + "n_ref": 167191 + }, + "8": { + "Dice": 0.7186769821901449, + "FN": 9015, + "FP": 34329, + "IoU": 0.5608866555902258, + "TN": 74420572, + "TP": 55364, + "n_pred": 89693, + "n_ref": 64379 + }, + "9": { + "Dice": 0.4316654097124307, + "FN": 66529, + "FP": 2801, + "IoU": 0.27523808528209576, + "TN": 74423621, + "TP": 26329, + "n_pred": 29130, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9164636693547694, + "FN": 16370, + "FP": 32223, + "IoU": 0.8458079747164806, + "TN": 65736034, + "TP": 266553, + "n_pred": 298776, + "n_ref": 282923 + }, + "10": { + "Dice": 0.24230162965905, + "FN": 64011, + "FP": 58083, + "IoU": 0.13785165518020562, + "TN": 65909564, + "TP": 19522, + "n_pred": 77605, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7998203323850875, + "FN": 966, + "FP": 371, + "IoU": 0.6664171656686627, + "TN": 66047172, + "TP": 2671, + "n_pred": 3042, + "n_ref": 3637 + }, + "12": { + "Dice": 0.265857694429123, + "FN": 2544, + "FP": 118, + "IoU": 0.15330788804071246, + "TN": 66048036, + "TP": 482, + "n_pred": 600, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5768122560372291, + "FN": 21101, + "FP": 17820, + "IoU": 0.4052959691959784, + "TN": 65985734, + "TP": 26525, + "n_pred": 44345, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6496444614181534, + "FN": 5086, + "FP": 52709, + "IoU": 0.48109141841297204, + "TN": 65939802, + "TP": 53583, + "n_pred": 106292, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6995531110347198, + "FN": 2211, + "FP": 17017, + "IoU": 0.5379328575204864, + "TN": 66009567, + "TP": 22385, + "n_pred": 39402, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6658566621498618, + "FN": 63115, + "FP": 18014, + "IoU": 0.49908929817303954, + "TN": 65889217, + "TP": 80834, + "n_pred": 98848, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7161975391875948, + "FN": 39974, + "FP": 52635, + "IoU": 0.5578720722613171, + "TN": 65841718, + "TP": 116853, + "n_pred": 169488, + "n_ref": 156827 + }, + "4": { + "Dice": 0.1626561634562127, + "FN": 26885, + "FP": 327, + "IoU": 0.08852788477641936, + "TN": 66021325, + "TP": 2643, + "n_pred": 2970, + "n_ref": 29528 + }, + "5": { + "Dice": 0.46937290848246765, + "FN": 6753, + "FP": 541, + "IoU": 0.3066539923954373, + "TN": 66040660, + "TP": 3226, + "n_pred": 3767, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6771456410320988, + "FN": 163110, + "FP": 657312, + "IoU": 0.5118822313594762, + "TN": 64370393, + "TP": 860365, + "n_pred": 1517677, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.47595160150040755, + "FN": 659444, + "FP": 38818, + "IoU": 0.31229428275963955, + "TN": 65035830, + "TP": 317088, + "n_pred": 355906, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7423489089339707, + "FN": 7765, + "FP": 43278, + "IoU": 0.5902661828923709, + "TN": 65926604, + "TP": 73533, + "n_pred": 116811, + "n_ref": 81298 + }, + "9": { + "Dice": 0.40816372478386165, + "FN": 51956, + "FP": 618, + "IoU": 0.2564106190684978, + "TN": 65980477, + "TP": 18129, + "n_pred": 18747, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8657502714183164, + "FN": 7716, + "FP": 37542, + "IoU": 0.7632801221834006, + "TN": 113281352, + "TP": 145930, + "n_pred": 183472, + "n_ref": 153646 + }, + "10": { + "Dice": 0.23976585057153027, + "FN": 68442, + "FP": 8442, + "IoU": 0.1362124752831206, + "TN": 113383532, + "TP": 12124, + "n_pred": 20566, + "n_ref": 80566 + }, + "11": { + "Dice": 0.3574901597592035, + "FN": 2458, + "FP": 317, + "IoU": 0.21764871722582463, + "TN": 113468993, + "TP": 772, + "n_pred": 1089, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 4, + "IoU": 0.0, + "TN": 113468453, + "TP": 0, + "n_pred": 4, + "n_ref": 4083 + }, + "13": { + "Dice": 0.42515510678714075, + "FN": 47444, + "FP": 32145, + "IoU": 0.26996633676080756, + "TN": 113363519, + "TP": 29432, + "n_pred": 61577, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8523004615812881, + "FN": 66114, + "FP": 2331, + "IoU": 0.7426163669592293, + "TN": 113206614, + "TP": 197481, + "n_pred": 199812, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6427151209717109, + "FN": 5559, + "FP": 12590, + "IoU": 0.4735300089925449, + "TN": 113438067, + "TP": 16324, + "n_pred": 28914, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7359466513298947, + "FN": 25998, + "FP": 46543, + "IoU": 0.5822117018274386, + "TN": 113298909, + "TP": 101090, + "n_pred": 147633, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6088315054106164, + "FN": 62040, + "FP": 12823, + "IoU": 0.43764037769581515, + "TN": 113339417, + "TP": 58260, + "n_pred": 71083, + "n_ref": 120300 + }, + "4": { + "Dice": 0.61962271305337, + "FN": 14751, + "FP": 5312, + "IoU": 0.44887924403911655, + "TN": 113436136, + "TP": 16341, + "n_pred": 21653, + "n_ref": 31092 + }, + "5": { + "Dice": 0.15005749866771378, + "FN": 30151, + "FP": 152, + "IoU": 0.08111468251561647, + "TN": 113439562, + "TP": 2675, + "n_pred": 2827, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8348819005743161, + "FN": 207154, + "FP": 163266, + "IoU": 0.7165641843396394, + "TN": 112165648, + "TP": 936472, + "n_pred": 1099738, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.2793960689900531, + "FN": 160695, + "FP": 135025, + "IoU": 0.1623825587949548, + "TN": 113119491, + "TP": 57329, + "n_pred": 192354, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6405196742992574, + "FN": 44582, + "FP": 146228, + "IoU": 0.47115038164976913, + "TN": 113111738, + "TP": 169992, + "n_pred": 316220, + "n_ref": 214574 + }, + "9": { + "Dice": 0.124375866851595, + "FN": 99065, + "FP": 1947, + "IoU": 0.06631172240400791, + "TN": 113364354, + "TP": 7174, + "n_pred": 9121, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4657270365580835, + "FN": 66504, + "FP": 72727, + "IoU": 0.30354900832853965, + "TN": 74996813, + "TP": 60684, + "n_pred": 133411, + "n_ref": 127188 + }, + "10": { + "Dice": 0.712758616789023, + "FN": 37045, + "FP": 13741, + "IoU": 0.5537101479841119, + "TN": 75082932, + "TP": 63010, + "n_pred": 76751, + "n_ref": 100055 + }, + "11": { + "Dice": 0.41186891054030117, + "FN": 2614, + "FP": 42, + "IoU": 0.2593418851087563, + "TN": 75193142, + "TP": 930, + "n_pred": 972, + "n_ref": 3544 + }, + "12": { + "Dice": 0.13706793802145412, + "FN": 2876, + "FP": 20, + "IoU": 0.07357645553422905, + "TN": 75193602, + "TP": 230, + "n_pred": 250, + "n_ref": 3106 + }, + "13": { + "Dice": 0.21653559024312347, + "FN": 47124, + "FP": 11751, + "IoU": 0.12141290235931414, + "TN": 75129717, + "TP": 8136, + "n_pred": 19887, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9374269545426586, + "FN": 11138, + "FP": 5138, + "IoU": 0.8822235408194278, + "TN": 75058534, + "TP": 121918, + "n_pred": 127056, + "n_ref": 133056 + }, + "15": { + "Dice": 0.21312801520393743, + "FN": 62878, + "FP": 17859, + "IoU": 0.1192743615756346, + "TN": 75105057, + "TP": 10934, + "n_pred": 28793, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6447609790322227, + "FN": 13979, + "FP": 131842, + "IoU": 0.47575443818891694, + "TN": 74918574, + "TP": 132333, + "n_pred": 264175, + "n_ref": 146312 + }, + "3": { + "Dice": 0.02289375596833318, + "FN": 145657, + "FP": 12942, + "IoU": 0.011579426263734208, + "TN": 75036271, + "TP": 1858, + "n_pred": 14800, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5926277046620566, + "FN": 14336, + "FP": 274, + "IoU": 0.4210880849546301, + "TN": 75171491, + "TP": 10627, + "n_pred": 10901, + "n_ref": 24963 + }, + "5": { + "Dice": 0.07146401985111663, + "FN": 7413, + "FP": 71, + "IoU": 0.03705609881626351, + "TN": 75188956, + "TP": 288, + "n_pred": 359, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8070837678714626, + "FN": 91055, + "FP": 466111, + "IoU": 0.6765636564701375, + "TN": 73474083, + "TP": 1165479, + "n_pred": 1631590, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5362114984801806, + "FN": 34592, + "FP": 168187, + "IoU": 0.3663176052574836, + "TN": 74876727, + "TP": 117222, + "n_pred": 285409, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7027461958902284, + "FN": 10938, + "FP": 51496, + "IoU": 0.5417183543142364, + "TN": 75060493, + "TP": 73801, + "n_pred": 125297, + "n_ref": 84739 + }, + "9": { + "Dice": 0.30705567630830966, + "FN": 62541, + "FP": 3771, + "IoU": 0.18137375932052738, + "TN": 75115724, + "TP": 14692, + "n_pred": 18463, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9302232354162843, + "FN": 23250, + "FP": 5644, + "IoU": 0.8695489247967204, + "TN": 86706379, + "TP": 192599, + "n_pred": 198243, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4879578411190022, + "FN": 20355, + "FP": 81376, + "IoU": 0.32271444169263136, + "TN": 86777668, + "TP": 48473, + "n_pred": 129849, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5286298568507157, + "FN": 1556, + "FP": 288, + "IoU": 0.359277275886032, + "TN": 86924994, + "TP": 1034, + "n_pred": 1322, + "n_ref": 2590 + }, + "12": { + "Dice": 0.3912711735083168, + "FN": 3633, + "FP": 356, + "IoU": 0.24321760576740656, + "TN": 86922601, + "TP": 1282, + "n_pred": 1638, + "n_ref": 4915 + }, + "13": { + "Dice": 0.36411083697096225, + "FN": 36176, + "FP": 30834, + "IoU": 0.22257671558675096, + "TN": 86841677, + "TP": 19185, + "n_pred": 50019, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5805637719872508, + "FN": 22531, + "FP": 65244, + "IoU": 0.40901011297989526, + "TN": 86779350, + "TP": 60747, + "n_pred": 125991, + "n_ref": 83278 + }, + "15": { + "Dice": 0.539861158010604, + "FN": 101101, + "FP": 3824, + "IoU": 0.3697327558761871, + "TN": 86761395, + "TP": 61552, + "n_pred": 65376, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6250093336983846, + "FN": 23775, + "FP": 96753, + "IoU": 0.4545553282768858, + "TN": 86706900, + "TP": 100444, + "n_pred": 197197, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5704458479934867, + "FN": 90826, + "FP": 28941, + "IoU": 0.39903759307950143, + "TN": 86728580, + "TP": 79525, + "n_pred": 108466, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5095689276526323, + "FN": 8401, + "FP": 7231, + "IoU": 0.3418936555382478, + "TN": 86904119, + "TP": 8121, + "n_pred": 15352, + "n_ref": 16522 + }, + "5": { + "Dice": 0.4958371877890842, + "FN": 3597, + "FP": 218, + "IoU": 0.3296432964329643, + "TN": 86922181, + "TP": 1876, + "n_pred": 2094, + "n_ref": 5473 + }, + "6": { + "Dice": 0.6804963344444255, + "FN": 136000, + "FP": 839014, + "IoU": 0.5157214430002389, + "TN": 84914539, + "TP": 1038319, + "n_pred": 1877333, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.3298460373277181, + "FN": 793255, + "FP": 141140, + "IoU": 0.19749438955912627, + "TN": 85763525, + "TP": 229952, + "n_pred": 371092, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6593227682733086, + "FN": 4172, + "FP": 47722, + "IoU": 0.49178337087454704, + "TN": 86825762, + "TP": 50216, + "n_pred": 97938, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5279664937784596, + "FN": 29078, + "FP": 9692, + "IoU": 0.35866472573281283, + "TN": 86867420, + "TP": 21682, + "n_pred": 31374, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6416023032894284, + "FN": 14032, + "FP": 69122, + "IoU": 0.47232287336992734, + "TN": 37592015, + "TP": 74431, + "n_pred": 143553, + "n_ref": 88463 + }, + "10": { + "Dice": 0.005757504383554474, + "FN": 59024, + "FP": 16958, + "IoU": 0.0028870633316710847, + "TN": 37673398, + "TP": 220, + "n_pred": 17178, + "n_ref": 59244 + }, + "11": { + "Dice": 0.5424657534246575, + "FN": 1598, + "FP": 72, + "IoU": 0.37218045112781956, + "TN": 37746940, + "TP": 990, + "n_pred": 1062, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 316, + "IoU": 0.0, + "TN": 37746367, + "TP": 0, + "n_pred": 316, + "n_ref": 2917 + }, + "13": { + "Dice": 0.32199173032447964, + "FN": 35696, + "FP": 3002, + "IoU": 0.19188923925073612, + "TN": 37701713, + "TP": 9189, + "n_pred": 12191, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2327744099465035, + "FN": 26434, + "FP": 460320, + "IoU": 0.13171742829926827, + "TN": 37189006, + "TP": 73840, + "n_pred": 534160, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35451, + "IoU": 0.0, + "TN": 37714149, + "TP": 0, + "n_pred": 35451, + "n_ref": 0 + }, + "2": { + "Dice": 0.4888621426574487, + "FN": 48648, + "FP": 59221, + "IoU": 0.323505986089945, + "TN": 37590147, + "TP": 51584, + "n_pred": 110805, + "n_ref": 100232 + }, + "3": { + "Dice": 0.3085384232993774, + "FN": 69148, + "FP": 18483, + "IoU": 0.18240935978056017, + "TN": 37642418, + "TP": 19551, + "n_pred": 38034, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 8815, + "IoU": 0.0, + "TN": 37729091, + "TP": 0, + "n_pred": 8815, + "n_ref": 11694 + }, + "5": { + "Dice": 0.31399111913900807, + "FN": 7963, + "FP": 1152, + "IoU": 0.18623337202035534, + "TN": 37738399, + "TP": 2086, + "n_pred": 3238, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5788292677596026, + "FN": 424720, + "FP": 37760, + "IoU": 0.40729045049155366, + "TN": 36969319, + "TP": 317801, + "n_pred": 355561, + "n_ref": 742521 + }, + "7": { + "Dice": 0.41966186458814386, + "FN": 196257, + "FP": 215927, + "IoU": 0.2655519443494127, + "TN": 37188384, + "TP": 149032, + "n_pred": 364959, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7069666513057732, + "FN": 17488, + "FP": 32747, + "IoU": 0.5467505165429069, + "TN": 37638767, + "TP": 60598, + "n_pred": 93345, + "n_ref": 78086 + }, + "9": { + "Dice": 0.13595759787328898, + "FN": 50654, + "FP": 1675, + "IoU": 0.07293696630407824, + "TN": 37693154, + "TP": 4117, + "n_pred": 5792, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7021256822290938, + "FN": 31815, + "FP": 109213, + "IoU": 0.5409812588286605, + "TN": 75599450, + "TP": 166210, + "n_pred": 275423, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7109645110030337, + "FN": 40288, + "FP": 19736, + "IoU": 0.551547662629719, + "TN": 75772841, + "TP": 73823, + "n_pred": 93559, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6440329218106996, + "FN": 2151, + "FP": 271, + "IoU": 0.47496206373292865, + "TN": 75902075, + "TP": 2191, + "n_pred": 2462, + "n_ref": 4342 + }, + "12": { + "Dice": 0.49070866141732283, + "FN": 3026, + "FP": 208, + "IoU": 0.3251252086811352, + "TN": 75901896, + "TP": 1558, + "n_pred": 1766, + "n_ref": 4584 + }, + "13": { + "Dice": 0.668714953271028, + "FN": 12880, + "FP": 15478, + "IoU": 0.5023078678109479, + "TN": 75849709, + "TP": 28621, + "n_pred": 44099, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7843378213983794, + "FN": 28581, + "FP": 23716, + "IoU": 0.6451938994273929, + "TN": 75759292, + "TP": 95099, + "n_pred": 118815, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3718298929070309, + "FN": 139355, + "FP": 22537, + "IoU": 0.22837287780139748, + "TN": 75696882, + "TP": 47914, + "n_pred": 70451, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5002671856182356, + "FN": 98627, + "FP": 89344, + "IoU": 0.3335708739722822, + "TN": 75624631, + "TP": 94086, + "n_pred": 183430, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6475352687246888, + "FN": 76632, + "FP": 113448, + "IoU": 0.47878163012361385, + "TN": 75542004, + "TP": 174604, + "n_pred": 288052, + "n_ref": 251236 + }, + "4": { + "Dice": 0.126435102684701, + "FN": 28013, + "FP": 1890, + "IoU": 0.06748370599058222, + "TN": 75874621, + "TP": 2164, + "n_pred": 4054, + "n_ref": 30177 + }, + "5": { + "Dice": 0.657087593257806, + "FN": 3684, + "FP": 2521, + "IoU": 0.48930041152263376, + "TN": 75894538, + "TP": 5945, + "n_pred": 8466, + "n_ref": 9629 + }, + "6": { + "Dice": 0.717807771409545, + "FN": 292726, + "FP": 819222, + "IoU": 0.5598285151038924, + "TN": 73380518, + "TP": 1414222, + "n_pred": 2233444, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6144603888258455, + "FN": 81238, + "FP": 160323, + "IoU": 0.4434809253162603, + "TN": 75472631, + "TP": 192496, + "n_pred": 352819, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8408629609469984, + "FN": 9099, + "FP": 22184, + "IoU": 0.7254215270646268, + "TN": 75792757, + "TP": 82648, + "n_pred": 104832, + "n_ref": 91747 + }, + "9": { + "Dice": 0.678537879661827, + "FN": 36573, + "FP": 2439, + "IoU": 0.5134750888570181, + "TN": 75826503, + "TP": 41173, + "n_pred": 43612, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6472848461086061, + "FN": 29012, + "FP": 42956, + "IoU": 0.47850786933712064, + "TN": 61249746, + "TP": 66036, + "n_pred": 108992, + "n_ref": 95048 + }, + "10": { + "Dice": 0.2527351742563877, + "FN": 63107, + "FP": 25275, + "IoU": 0.1446461752864664, + "TN": 61284422, + "TP": 14946, + "n_pred": 40221, + "n_ref": 78053 + }, + "11": { + "Dice": 0.6115760111576011, + "FN": 1588, + "FP": 640, + "IoU": 0.4404821697639377, + "TN": 61383768, + "TP": 1754, + "n_pred": 2394, + "n_ref": 3342 + }, + "12": { + "Dice": 0.28578654527061204, + "FN": 2804, + "FP": 20, + "IoU": 0.16671584538211862, + "TN": 61384361, + "TP": 565, + "n_pred": 585, + "n_ref": 3369 + }, + "13": { + "Dice": 0.312100635903121, + "FN": 29320, + "FP": 15357, + "IoU": 0.18490476537984382, + "TN": 61332938, + "TP": 10135, + "n_pred": 25492, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6591370861718656, + "FN": 5795, + "FP": 56949, + "IoU": 0.49157678937516713, + "TN": 61264341, + "TP": 60665, + "n_pred": 117614, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5943924469693873, + "FN": 13645, + "FP": 26051, + "IoU": 0.42287226309208803, + "TN": 61318968, + "TP": 29086, + "n_pred": 55137, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6732693771548829, + "FN": 12875, + "FP": 103875, + "IoU": 0.5074650163053337, + "TN": 61150711, + "TP": 120289, + "n_pred": 224164, + "n_ref": 133164 + }, + "3": { + "Dice": 0.32455054318447346, + "FN": 105702, + "FP": 10503, + "IoU": 0.19370953976811472, + "TN": 61243627, + "TP": 27918, + "n_pred": 38421, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5944003343083994, + "FN": 8308, + "FP": 6251, + "IoU": 0.42288024735402546, + "TN": 61362523, + "TP": 10668, + "n_pred": 16919, + "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": 0.7365016223878448, + "FN": 163371, + "FP": 431470, + "IoU": 0.5829066625156539, + "TN": 59961592, + "TP": 831317, + "n_pred": 1262787, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3637498455465119, + "FN": 122730, + "FP": 78089, + "IoU": 0.22230698928062456, + "TN": 61129526, + "TP": 57405, + "n_pred": 135494, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6523396818283665, + "FN": 64351, + "FP": 129600, + "IoU": 0.4840534911003344, + "TN": 61011837, + "TP": 181962, + "n_pred": 311562, + "n_ref": 246313 + }, + "9": { + "Dice": 0.40383952178411314, + "FN": 58639, + "FP": 3593, + "IoU": 0.2530068419157364, + "TN": 61304440, + "TP": 21078, + "n_pred": 24671, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8626648778608716, + "FN": 23154, + "FP": 28541, + "IoU": 0.7584966480577422, + "TN": 39534745, + "TP": 162360, + "n_pred": 190901, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3691064109987171, + "FN": 35576, + "FP": 19995, + "IoU": 0.22632157823659627, + "TN": 39676973, + "TP": 16256, + "n_pred": 36251, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7606985223565534, + "FN": 1049, + "FP": 198, + "IoU": 0.6138123257974605, + "TN": 39745571, + "TP": 1982, + "n_pred": 2180, + "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": 0.4877096100747525, + "FN": 22085, + "FP": 23557, + "IoU": 0.3224973281083007, + "TN": 39681432, + "TP": 21726, + "n_pred": 45283, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2617734131486626, + "FN": 23297, + "FP": 33308, + "IoU": 0.15059798022238563, + "TN": 39682159, + "TP": 10036, + "n_pred": 43344, + "n_ref": 33333 + }, + "15": { + "Dice": 0.02697595621294064, + "FN": 50888, + "FP": 8844, + "IoU": 0.013672391017173052, + "TN": 39688240, + "TP": 828, + "n_pred": 9672, + "n_ref": 51716 + }, + "2": { + "Dice": 0.541760555028463, + "FN": 44757, + "FP": 78887, + "IoU": 0.3715168704951864, + "TN": 39552066, + "TP": 73090, + "n_pred": 151977, + "n_ref": 117847 + }, + "3": { + "Dice": 0.43366732772730815, + "FN": 84199, + "FP": 46591, + "IoU": 0.2768679574933929, + "TN": 39567934, + "TP": 50076, + "n_pred": 96667, + "n_ref": 134275 + }, + "4": { + "Dice": 0.47870490403768934, + "FN": 16203, + "FP": 284, + "IoU": 0.31466932701500605, + "TN": 39724743, + "TP": 7570, + "n_pred": 7854, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6257050765511684, + "FN": 3418, + "FP": 298, + "IoU": 0.4552917033128115, + "TN": 39741978, + "TP": 3106, + "n_pred": 3404, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9511736631874232, + "FN": 58923, + "FP": 30298, + "IoU": 0.9068933814897101, + "TN": 38790533, + "TP": 869046, + "n_pred": 899344, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5818854630712976, + "FN": 414285, + "FP": 42419, + "IoU": 0.41032331868730626, + "TN": 38974301, + "TP": 317795, + "n_pred": 360214, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7788806793210107, + "FN": 2571, + "FP": 24094, + "IoU": 0.6378415820068453, + "TN": 39675172, + "TP": 46963, + "n_pred": 71057, + "n_ref": 49534 + }, + "9": { + "Dice": 0.4802910645928889, + "FN": 27702, + "FP": 2438, + "IoU": 0.3160414822883337, + "TN": 39704733, + "TP": 13927, + "n_pred": 16365, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2521373709757765, + "FN": 9897, + "FP": 506553, + "IoU": 0.14425468385724158, + "TN": 100793099, + "TP": 87059, + "n_pred": 593612, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3009461114274349, + "FN": 63099, + "FP": 26526, + "IoU": 0.17712570122203145, + "TN": 101287691, + "TP": 19292, + "n_pred": 45818, + "n_ref": 82391 + }, + "11": { + "Dice": 0.44441340782122907, + "FN": 3938, + "FP": 40, + "IoU": 0.28568863350691326, + "TN": 101391039, + "TP": 1591, + "n_pred": 1631, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0003720238095238095, + "FN": 5224, + "FP": 150, + "IoU": 0.00018604651162790697, + "TN": 101391233, + "TP": 1, + "n_pred": 151, + "n_ref": 5225 + }, + "13": { + "Dice": 0.3779726612892717, + "FN": 35442, + "FP": 12293, + "IoU": 0.23302484012982422, + "TN": 101334370, + "TP": 14503, + "n_pred": 26796, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8390074609488387, + "FN": 44047, + "FP": 6424, + "IoU": 0.7226639558205347, + "TN": 101214623, + "TP": 131514, + "n_pred": 137938, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7205700447742992, + "FN": 6194, + "FP": 9845, + "IoU": 0.563196165472916, + "TN": 101359889, + "TP": 20680, + "n_pred": 30525, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5178620664852488, + "FN": 95342, + "FP": 65532, + "IoU": 0.3494020730291866, + "TN": 101149337, + "TP": 86397, + "n_pred": 151929, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6669828981345726, + "FN": 35705, + "FP": 95579, + "IoU": 0.5003558447983864, + "TN": 101133853, + "TP": 131471, + "n_pred": 227050, + "n_ref": 167176 + }, + "4": { + "Dice": 0.41351988365678755, + "FN": 6023, + "FP": 5672, + "IoU": 0.2606524212921988, + "TN": 101380790, + "TP": 4123, + "n_pred": 9795, + "n_ref": 10146 + }, + "5": { + "Dice": 0.32738038024567945, + "FN": 30001, + "FP": 4988, + "IoU": 0.19572912835601325, + "TN": 101353104, + "TP": 8515, + "n_pred": 13503, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5650970850627356, + "FN": 314368, + "FP": 2019328, + "IoU": 0.39382252219303787, + "TN": 97546752, + "TP": 1516160, + "n_pred": 3535488, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3342923672320569, + "FN": 316594, + "FP": 258620, + "IoU": 0.20069090196612469, + "TN": 100676969, + "TP": 144425, + "n_pred": 403045, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7783640032359149, + "FN": 46450, + "FP": 72727, + "IoU": 0.6371488768321124, + "TN": 101068162, + "TP": 209269, + "n_pred": 281996, + "n_ref": 255719 + }, + "9": { + "Dice": 0.33820657431236195, + "FN": 68089, + "FP": 4429, + "IoU": 0.20351902293295843, + "TN": 101305560, + "TP": 18530, + "n_pred": 22959, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6175186767699561, + "FN": 89742, + "FP": 67895, + "IoU": 0.44667415493699325, + "TN": 73598614, + "TP": 127253, + "n_pred": 195148, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08471375189877982, + "FN": 66444, + "FP": 136615, + "IoU": 0.044230334751666225, + "TN": 73671048, + "TP": 9397, + "n_pred": 146012, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5409494001043297, + "FN": 3148, + "FP": 2132, + "IoU": 0.3707543796925277, + "TN": 73875113, + "TP": 3111, + "n_pred": 5243, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0010660980810234541, + "FN": 5538, + "FP": 84, + "IoU": 0.0005333333333333334, + "TN": 73877879, + "TP": 3, + "n_pred": 87, + "n_ref": 5541 + }, + "13": { + "Dice": 0.07138722457356357, + "FN": 56491, + "FP": 67034, + "IoU": 0.03701480436257046, + "TN": 73755231, + "TP": 4748, + "n_pred": 71782, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6573365234382648, + "FN": 17209, + "FP": 70298, + "IoU": 0.48957652823145126, + "TN": 73712064, + "TP": 83933, + "n_pred": 154231, + "n_ref": 101142 + }, + "15": { + "Dice": 0.34441721329200603, + "FN": 174394, + "FP": 7504, + "IoU": 0.20803382111555693, + "TN": 73653825, + "TP": 47781, + "n_pred": 55285, + "n_ref": 222175 + }, + "2": { + "Dice": 0.05148881133534202, + "FN": 176798, + "FP": 348294, + "IoU": 0.0264246937019787, + "TN": 73344160, + "TP": 14252, + "n_pred": 362546, + "n_ref": 191050 + }, + "3": { + "Dice": 0.41147677926668463, + "FN": 127929, + "FP": 42565, + "IoU": 0.2590310131423406, + "TN": 73653408, + "TP": 59602, + "n_pred": 102167, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 13753, + "IoU": 0.0, + "TN": 73821863, + "TP": 0, + "n_pred": 13753, + "n_ref": 47888 + }, + "5": { + "Dice": 0.005668336409174796, + "FN": 15085, + "FP": 1, + "IoU": 0.0028422235441866615, + "TN": 73868375, + "TP": 43, + "n_pred": 44, + "n_ref": 15128 + }, + "6": { + "Dice": 0.44826918251988723, + "FN": 486394, + "FP": 2504296, + "IoU": 0.2888833407638579, + "TN": 69677879, + "TP": 1214935, + "n_pred": 3719231, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.19090091637451126, + "FN": 125362, + "FP": 275049, + "IoU": 0.10552264279076418, + "TN": 73435856, + "TP": 47237, + "n_pred": 322286, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5489924586334642, + "FN": 27506, + "FP": 57835, + "IoU": 0.3783525881033202, + "TN": 73746222, + "TP": 51941, + "n_pred": 109776, + "n_ref": 79447 + }, + "9": { + "Dice": 0.49125756784791763, + "FN": 53951, + "FP": 21088, + "IoU": 0.32560731200963433, + "TN": 73772235, + "TP": 36230, + "n_pred": 57318, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6926924126791479, + "FN": 33814, + "FP": 102409, + "IoU": 0.529861846896128, + "TN": 69206025, + "TP": 153528, + "n_pred": 255937, + "n_ref": 187342 + }, + "10": { + "Dice": 0.37251873607453917, + "FN": 38047, + "FP": 61085, + "IoU": 0.22889279546974906, + "TN": 69367218, + "TP": 29426, + "n_pred": 90511, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7559261075690699, + "FN": 1149, + "FP": 344, + "IoU": 0.6076215505913272, + "TN": 69491971, + "TP": 2312, + "n_pred": 2656, + "n_ref": 3461 + }, + "12": { + "Dice": 0.01651010532308568, + "FN": 3123, + "FP": 332, + "IoU": 0.008323765786452353, + "TN": 69492292, + "TP": 29, + "n_pred": 361, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5802713661883968, + "FN": 40611, + "FP": 13215, + "IoU": 0.4087199147561873, + "TN": 69404743, + "TP": 37207, + "n_pred": 50422, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7784691380576708, + "FN": 48757, + "FP": 9454, + "IoU": 0.6372897831003994, + "TN": 69335287, + "TP": 102278, + "n_pred": 111732, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5751166217381561, + "FN": 51647, + "FP": 10926, + "IoU": 0.40362364423095254, + "TN": 69390854, + "TP": 42349, + "n_pred": 53275, + "n_ref": 93996 + }, + "2": { + "Dice": 0.542893969407891, + "FN": 78757, + "FP": 41466, + "IoU": 0.37258370908483635, + "TN": 69304160, + "TP": 71393, + "n_pred": 112859, + "n_ref": 150150 + }, + "3": { + "Dice": 0.48376740563439147, + "FN": 96171, + "FP": 66879, + "IoU": 0.31905883532123885, + "TN": 69256328, + "TP": 76398, + "n_pred": 143277, + "n_ref": 172569 + }, + "4": { + "Dice": 0.09040772109513492, + "FN": 35283, + "FP": 1661, + "IoU": 0.04734399174832388, + "TN": 69456996, + "TP": 1836, + "n_pred": 3497, + "n_ref": 37119 + }, + "5": { + "Dice": 0.565009374797957, + "FN": 10354, + "FP": 3102, + "IoU": 0.3937373282270782, + "TN": 69473581, + "TP": 8739, + "n_pred": 11841, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6930482092062018, + "FN": 248881, + "FP": 814784, + "IoU": 0.5302783270875415, + "TN": 67231318, + "TP": 1200793, + "n_pred": 2015577, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6030489173187086, + "FN": 68442, + "FP": 253502, + "IoU": 0.4316893589152911, + "TN": 68929283, + "TP": 244549, + "n_pred": 498051, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6057742177145162, + "FN": 20357, + "FP": 68576, + "IoU": 0.4344878895593949, + "TN": 69338515, + "TP": 68328, + "n_pred": 136904, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4518159806295399, + "FN": 55178, + "FP": 5950, + "IoU": 0.29183609634031904, + "TN": 69409457, + "TP": 25191, + "n_pred": 31141, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7065193442479903, + "FN": 40475, + "FP": 94058, + "IoU": 0.54621562456783, + "TN": 50537083, + "TP": 161936, + "n_pred": 255994, + "n_ref": 202411 + }, + "10": { + "Dice": 0.38129240011709753, + "FN": 45883, + "FP": 51337, + "IoU": 0.23555359852803573, + "TN": 50706375, + "TP": 29957, + "n_pred": 81294, + "n_ref": 75840 + }, + "11": { + "Dice": 0.6809564637515481, + "FN": 3155, + "FP": 194, + "IoU": 0.5162501805575618, + "TN": 50826629, + "TP": 3574, + "n_pred": 3768, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 449, + "IoU": 0.0, + "TN": 50826804, + "TP": 0, + "n_pred": 449, + "n_ref": 6299 + }, + "13": { + "Dice": 0.38255229335758534, + "FN": 25969, + "FP": 45997, + "IoU": 0.23651601952047527, + "TN": 50739292, + "TP": 22294, + "n_pred": 68291, + "n_ref": 48263 + }, + "14": { + "Dice": 0.1833073172611821, + "FN": 41225, + "FP": 43533, + "IoU": 0.10090166542908667, + "TN": 50739282, + "TP": 9512, + "n_pred": 53045, + "n_ref": 50737 + }, + "15": { + "Dice": 0.010473324846661266, + "FN": 34394, + "FP": 34010, + "IoU": 0.005264229415699619, + "TN": 50764786, + "TP": 362, + "n_pred": 34372, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6018641328000331, + "FN": 95903, + "FP": 57787, + "IoU": 0.43047614106730603, + "TN": 50563695, + "TP": 116167, + "n_pred": 173954, + "n_ref": 212070 + }, + "3": { + "Dice": 0.667329714717321, + "FN": 60889, + "FP": 80933, + "IoU": 0.5007463001816467, + "TN": 50549484, + "TP": 142246, + "n_pred": 223179, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 2318, + "IoU": 0.0, + "TN": 50813269, + "TP": 0, + "n_pred": 2318, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7121888326886839, + "FN": 5663, + "FP": 141, + "IoU": 0.5530227185213709, + "TN": 50820567, + "TP": 7181, + "n_pred": 7322, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8332496744869888, + "FN": 323872, + "FP": 425578, + "IoU": 0.714162795815476, + "TN": 48211605, + "TP": 1872497, + "n_pred": 2298075, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.4494480705340502, + "FN": 56419, + "FP": 364827, + "IoU": 0.2898632815792579, + "TN": 50240362, + "TP": 171944, + "n_pred": 536771, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7022464071438538, + "FN": 7297, + "FP": 73795, + "IoU": 0.5411246102569616, + "TN": 50656833, + "TP": 95627, + "n_pred": 169422, + "n_ref": 102924 + }, + "9": { + "Dice": 0.2201109292733318, + "FN": 100256, + "FP": 5061, + "IoU": 0.12366553224773047, + "TN": 50713373, + "TP": 14862, + "n_pred": 19923, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7830755807821743, + "FN": 48605, + "FP": 41895, + "IoU": 0.6434874413034571, + "TN": 76631012, + "TP": 163348, + "n_pred": 205243, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4918567137612638, + "FN": 20746, + "FP": 70608, + "IoU": 0.3261339411508701, + "TN": 76749293, + "TP": 44213, + "n_pred": 114821, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7110325873576757, + "FN": 1063, + "FP": 409, + "IoU": 0.5516296070667073, + "TN": 76881577, + "TP": 1811, + "n_pred": 2220, + "n_ref": 2874 + }, + "12": { + "Dice": 0.3788706739526412, + "FN": 1777, + "FP": 951, + "IoU": 0.23370786516853934, + "TN": 76881300, + "TP": 832, + "n_pred": 1783, + "n_ref": 2609 + }, + "13": { + "Dice": 0.2620420346745175, + "FN": 29966, + "FP": 42224, + "IoU": 0.15077581846200902, + "TN": 76799853, + "TP": 12817, + "n_pred": 55041, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8241911226161389, + "FN": 7802, + "FP": 23643, + "IoU": 0.7009567102860621, + "TN": 76779708, + "TP": 73707, + "n_pred": 97350, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5172070414690544, + "FN": 24693, + "FP": 3912, + "IoU": 0.3488059735470212, + "TN": 76840933, + "TP": 15322, + "n_pred": 19234, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5494172355793014, + "FN": 34485, + "FP": 79366, + "IoU": 0.3787562137474558, + "TN": 76701597, + "TP": 69412, + "n_pred": 148778, + "n_ref": 103897 + }, + "3": { + "Dice": 0.2708482595471443, + "FN": 77374, + "FP": 30504, + "IoU": 0.15663649014181402, + "TN": 76756946, + "TP": 20036, + "n_pred": 50540, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5483387391316198, + "FN": 14823, + "FP": 1748, + "IoU": 0.37773188133683816, + "TN": 76858230, + "TP": 10059, + "n_pred": 11807, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6176470588235294, + "FN": 8636, + "FP": 178, + "IoU": 0.44680851063829785, + "TN": 76868927, + "TP": 7119, + "n_pred": 7297, + "n_ref": 15755 + }, + "6": { + "Dice": 0.49268784741170163, + "FN": 88248, + "FP": 2059250, + "IoU": 0.3268651729276361, + "TN": 73694566, + "TP": 1042796, + "n_pred": 3102046, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.42424780669758116, + "FN": 60839, + "FP": 211444, + "IoU": 0.26923510466988726, + "TN": 76512260, + "TP": 100317, + "n_pred": 311761, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6120912247675498, + "FN": 5123, + "FP": 86368, + "IoU": 0.44101689944646066, + "TN": 76721186, + "TP": 72183, + "n_pred": 158551, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5141233179983985, + "FN": 59023, + "FP": 2867, + "IoU": 0.34600672062894944, + "TN": 76790226, + "TP": 32744, + "n_pred": 35611, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4582283449114957, + "FN": 66197, + "FP": 71841, + "IoU": 0.297208956591689, + "TN": 130803518, + "TP": 58376, + "n_pred": 130217, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4518460904973235, + "FN": 18059, + "FP": 77789, + "IoU": 0.2918612211123589, + "TN": 130864580, + "TP": 39504, + "n_pred": 117293, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7075565361279647, + "FN": 2361, + "FP": 290, + "IoU": 0.5474564697849095, + "TN": 130994074, + "TP": 3207, + "n_pred": 3497, + "n_ref": 5568 + }, + "12": { + "Dice": 0.06300787598449806, + "FN": 7050, + "FP": 445, + "IoU": 0.03252872079514651, + "TN": 130992185, + "TP": 252, + "n_pred": 697, + "n_ref": 7302 + }, + "13": { + "Dice": 0.34380894529876277, + "FN": 56909, + "FP": 25191, + "IoU": 0.20759014747895915, + "TN": 130896324, + "TP": 21508, + "n_pred": 46699, + "n_ref": 78417 + }, + "14": { + "Dice": 0.4087820831396188, + "FN": 691139, + "FP": 46429, + "IoU": 0.25689886897841324, + "TN": 130007378, + "TP": 254986, + "n_pred": 301415, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 36343, + "IoU": 0.0, + "TN": 130938279, + "TP": 0, + "n_pred": 36343, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5319934075652208, + "FN": 119597, + "FP": 55042, + "IoU": 0.3623917019901642, + "TN": 130726035, + "TP": 99258, + "n_pred": 154300, + "n_ref": 218855 + }, + "3": { + "Dice": 0.47697693651790546, + "FN": 167982, + "FP": 84351, + "IoU": 0.31317775019597593, + "TN": 130632540, + "TP": 115059, + "n_pred": 199410, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 43134, + "IoU": 0.0, + "TN": 130954518, + "TP": 0, + "n_pred": 43134, + "n_ref": 2280 + }, + "5": { + "Dice": 0.09558245558874391, + "FN": 22503, + "FP": 509, + "IoU": 0.05018986296846624, + "TN": 130975704, + "TP": 1216, + "n_pred": 1725, + "n_ref": 23719 + }, + "6": { + "Dice": 0.49035287683252726, + "FN": 149677, + "FP": 2601125, + "IoU": 0.3248129111150765, + "TN": 126925799, + "TP": 1323331, + "n_pred": 3924456, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.24179137203310858, + "FN": 142313, + "FP": 244983, + "IoU": 0.13752143413873733, + "TN": 130550882, + "TP": 61754, + "n_pred": 306737, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8113967099019298, + "FN": 23430, + "FP": 24264, + "IoU": 0.6826472016874381, + "TN": 130849645, + "TP": 102593, + "n_pred": 126857, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7176679461620099, + "FN": 21041, + "FP": 7424, + "IoU": 0.5596584316940736, + "TN": 130935289, + "TP": 36178, + "n_pred": 43602, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6700012546526704, + "FN": 17366, + "FP": 22087, + "IoU": 0.503760817065808, + "TN": 74347194, + "TP": 40051, + "n_pred": 62138, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6072046470194141, + "FN": 37537, + "FP": 15816, + "IoU": 0.43596113795181357, + "TN": 74332107, + "TP": 41238, + "n_pred": 57054, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7587428065515714, + "FN": 674, + "FP": 416, + "IoU": 0.6112696148359487, + "TN": 74423894, + "TP": 1714, + "n_pred": 2130, + "n_ref": 2388 + }, + "12": { + "Dice": 0.32273028495692513, + "FN": 1970, + "FP": 74, + "IoU": 0.1924140655867246, + "TN": 74424167, + "TP": 487, + "n_pred": 561, + "n_ref": 2457 + }, + "13": { + "Dice": 0.31365731556889254, + "FN": 81586, + "FP": 13561, + "IoU": 0.18599856272671275, + "TN": 74309810, + "TP": 21741, + "n_pred": 35302, + "n_ref": 103327 + }, + "14": { + "Dice": 0.859939413616745, + "FN": 26546, + "FP": 20475, + "IoU": 0.7542927313581022, + "TN": 74235328, + "TP": 144349, + "n_pred": 164824, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6367164179104478, + "FN": 11553, + "FP": 617, + "IoU": 0.46704620100722577, + "TN": 74403863, + "TP": 10665, + "n_pred": 11282, + "n_ref": 22218 + }, + "2": { + "Dice": 0.560154633967361, + "FN": 13412, + "FP": 152020, + "IoU": 0.3890380503225949, + "TN": 74155925, + "TP": 105341, + "n_pred": 257361, + "n_ref": 118753 + }, + "3": { + "Dice": 0.00988159754948162, + "FN": 130522, + "FP": 3944, + "IoU": 0.004965331478425598, + "TN": 74291561, + "TP": 671, + "n_pred": 4615, + "n_ref": 131193 + }, + "4": { + "Dice": 0.00987680264782369, + "FN": 30272, + "FP": 7421, + "IoU": 0.004962910166046303, + "TN": 74388817, + "TP": 188, + "n_pred": 7609, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 74426590, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "6": { + "Dice": 0.3930281954200116, + "FN": 32788, + "FP": 2607387, + "IoU": 0.2445769081323345, + "TN": 70931736, + "TP": 854787, + "n_pred": 3462174, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4270982843952135, + "FN": 71509, + "FP": 140440, + "IoU": 0.271535265145917, + "TN": 74135745, + "TP": 79004, + "n_pred": 219444, + "n_ref": 150513 + }, + "8": { + "Dice": 0.3517553973997058, + "FN": 7844, + "FP": 122588, + "IoU": 0.21341213363888553, + "TN": 74260878, + "TP": 35388, + "n_pred": 157976, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7617901906913985, + "FN": 10342, + "FP": 4311, + "IoU": 0.6152351442901032, + "TN": 74388615, + "TP": 23430, + "n_pred": 27741, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8409449614262806, + "FN": 7197, + "FP": 43191, + "IoU": 0.7255435966708789, + "TN": 106463096, + "TP": 133204, + "n_pred": 176395, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5659051695104069, + "FN": 44734, + "FP": 39045, + "IoU": 0.394607913980981, + "TN": 106508300, + "TP": 54609, + "n_pred": 93654, + "n_ref": 99343 + }, + "11": { + "Dice": 0.44641744548286605, + "FN": 3218, + "FP": 336, + "IoU": 0.28734710246641265, + "TN": 106641701, + "TP": 1433, + "n_pred": 1769, + "n_ref": 4651 + }, + "12": { + "Dice": 0.3522388059701492, + "FN": 4290, + "FP": 50, + "IoU": 0.213768115942029, + "TN": 106641168, + "TP": 1180, + "n_pred": 1230, + "n_ref": 5470 + }, + "13": { + "Dice": 0.3885560215698023, + "FN": 27973, + "FP": 12847, + "IoU": 0.24112288529466444, + "TN": 106592898, + "TP": 12970, + "n_pred": 25817, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7916566646121906, + "FN": 9244, + "FP": 22869, + "IoU": 0.6551587131136979, + "TN": 106553564, + "TP": 61011, + "n_pred": 83880, + "n_ref": 70255 + }, + "15": { + "Dice": 0.3951272185937287, + "FN": 7716, + "FP": 49981, + "IoU": 0.24620469807425988, + "TN": 106570146, + "TP": 18845, + "n_pred": 68826, + "n_ref": 26561 + }, + "2": { + "Dice": 0.03067536481027878, + "FN": 183586, + "FP": 11509, + "IoU": 0.015576591214136501, + "TN": 106448506, + "TP": 3087, + "n_pred": 14596, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5788512959758935, + "FN": 10645, + "FP": 192849, + "IoU": 0.4073122639009032, + "TN": 106303347, + "TP": 139847, + "n_pred": 332696, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7916732376596751, + "FN": 2553, + "FP": 1410, + "IoU": 0.6551814147742104, + "TN": 106635195, + "TP": 7530, + "n_pred": 8940, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5977191063896267, + "FN": 2529, + "FP": 46, + "IoU": 0.42624777183600715, + "TN": 106642200, + "TP": 1913, + "n_pred": 1959, + "n_ref": 4442 + }, + "6": { + "Dice": 0.67936678933434, + "FN": 104670, + "FP": 997759, + "IoU": 0.5144250378134197, + "TN": 104376330, + "TP": 1167929, + "n_pred": 2165688, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5489996859890277, + "FN": 169874, + "FP": 104451, + "IoU": 0.37835945360441614, + "TN": 106205396, + "TP": 166967, + "n_pred": 271418, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6459498917292938, + "FN": 5106, + "FP": 67162, + "IoU": 0.4770502123841294, + "TN": 106508495, + "TP": 65925, + "n_pred": 133087, + "n_ref": 71031 + }, + "9": { + "Dice": 0.36913639859076847, + "FN": 64443, + "FP": 6109, + "IoU": 0.22634412729047185, + "TN": 106555495, + "TP": 20641, + "n_pred": 26750, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8697324731665883, + "FN": 30848, + "FP": 6266, + "IoU": 0.7694925781007391, + "TN": 107965918, + "TP": 123896, + "n_pred": 130162, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6920607912138907, + "FN": 9557, + "FP": 54147, + "IoU": 0.5291230559990538, + "TN": 107991640, + "TP": 71584, + "n_pred": 125731, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6567754698318496, + "FN": 1377, + "FP": 358, + "IoU": 0.4889543446244477, + "TN": 108123533, + "TP": 1660, + "n_pred": 2018, + "n_ref": 3037 + }, + "12": { + "Dice": 0.579296277409485, + "FN": 2270, + "FP": 205, + "IoU": 0.4077530509691314, + "TN": 108122749, + "TP": 1704, + "n_pred": 1909, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5551929276479777, + "FN": 35659, + "FP": 31260, + "IoU": 0.3842678640437239, + "TN": 108018246, + "TP": 41763, + "n_pred": 73023, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6144661006590886, + "FN": 7216, + "FP": 33789, + "IoU": 0.4434868760348525, + "TN": 108053246, + "TP": 32677, + "n_pred": 66466, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2587541819340449, + "FN": 19110, + "FP": 27418, + "IoU": 0.14860290215740452, + "TN": 108072279, + "TP": 8121, + "n_pred": 35539, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6177085328735926, + "FN": 45289, + "FP": 134323, + "IoU": 0.44687285392690956, + "TN": 107802207, + "TP": 145109, + "n_pred": 279432, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6762811854614533, + "FN": 83824, + "FP": 27623, + "IoU": 0.5108948955274972, + "TN": 107899069, + "TP": 116412, + "n_pred": 144035, + "n_ref": 200236 + }, + "4": { + "Dice": 0.13752845093051277, + "FN": 30741, + "FP": 1468, + "IoU": 0.07384190700750495, + "TN": 108092151, + "TP": 2568, + "n_pred": 4036, + "n_ref": 33309 + }, + "5": { + "Dice": 0.600599600266489, + "FN": 2074, + "FP": 324, + "IoU": 0.4291835277314925, + "TN": 108122727, + "TP": 1803, + "n_pred": 2127, + "n_ref": 3877 + }, + "6": { + "Dice": 0.5471583420914523, + "FN": 63040, + "FP": 2281367, + "IoU": 0.37661250908727345, + "TN": 104366174, + "TP": 1416347, + "n_pred": 3697714, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5245380570087784, + "FN": 102580, + "FP": 176248, + "IoU": 0.3555076832042013, + "TN": 107694296, + "TP": 153804, + "n_pred": 330052, + "n_ref": 256384 + }, + "8": { + "Dice": 0.5346688121900759, + "FN": 2468, + "FP": 68381, + "IoU": 0.36487915949512334, + "TN": 108015376, + "TP": 40703, + "n_pred": 109084, + "n_ref": 43171 + }, + "9": { + "Dice": 0.71233870351989, + "FN": 24420, + "FP": 5720, + "IoU": 0.5532034747546621, + "TN": 108059470, + "TP": 37318, + "n_pred": 43038, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6949646819085812, + "FN": 18088, + "FP": 75319, + "IoU": 0.5325255740395972, + "TN": 62370348, + "TP": 106405, + "n_pred": 181724, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5673445614716304, + "FN": 24079, + "FP": 29405, + "IoU": 0.3960090795135007, + "TN": 62481609, + "TP": 35067, + "n_pred": 64472, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6825763407749551, + "FN": 722, + "FP": 515, + "IoU": 0.5181145305804441, + "TN": 62567593, + "TP": 1330, + "n_pred": 1845, + "n_ref": 2052 + }, + "12": { + "Dice": 0.587623366230995, + "FN": 2064, + "FP": 1028, + "IoU": 0.416052880075543, + "TN": 62564865, + "TP": 2203, + "n_pred": 3231, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5421459062784786, + "FN": 13451, + "FP": 34278, + "IoU": 0.37187940042375667, + "TN": 62494173, + "TP": 28258, + "n_pred": 62536, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8211129774337252, + "FN": 107079, + "FP": 699, + "IoU": 0.6965154096329564, + "TN": 62215025, + "TP": 247357, + "n_pred": 248056, + "n_ref": 354436 + }, + "15": { + "Dice": 0.2883825738607912, + "FN": 74062, + "FP": 11204, + "IoU": 0.16848541587431615, + "TN": 62467617, + "TP": 17277, + "n_pred": 28481, + "n_ref": 91339 + }, + "2": { + "Dice": 0.683935154968336, + "FN": 70083, + "FP": 19504, + "IoU": 0.5196819575800468, + "TN": 62383644, + "TP": 96929, + "n_pred": 116433, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6636221467176747, + "FN": 69893, + "FP": 62175, + "IoU": 0.4965827180446972, + "TN": 62307817, + "TP": 130275, + "n_pred": 192450, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7837665522314861, + "FN": 7499, + "FP": 1319, + "IoU": 0.6444211460139522, + "TN": 62545361, + "TP": 15981, + "n_pred": 17300, + "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": 0.8876384743041262, + "FN": 139624, + "FP": 194034, + "IoU": 0.7979766054465388, + "TN": 60918579, + "TP": 1317923, + "n_pred": 1511957, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5796649042511087, + "FN": 44598, + "FP": 162499, + "IoU": 0.4081184123282347, + "TN": 62220264, + "TP": 142799, + "n_pred": 305298, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6289337984378555, + "FN": 3774, + "FP": 74518, + "IoU": 0.4587187677161544, + "TN": 62425518, + "TP": 66350, + "n_pred": 140868, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6010700860220013, + "FN": 23533, + "FP": 11063, + "IoU": 0.42966418833149245, + "TN": 62509501, + "TP": 26063, + "n_pred": 37126, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7022033276198146, + "FN": 83655, + "FP": 83481, + "IoU": 0.5410734536188627, + "TN": 55017059, + "TP": 197053, + "n_pred": 280534, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6983513781996609, + "FN": 6972, + "FP": 53152, + "IoU": 0.536512977852468, + "TN": 55251527, + "TP": 69597, + "n_pred": 122749, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5356851216723828, + "FN": 2687, + "FP": 156, + "IoU": 0.3658264554985501, + "TN": 55376765, + "TP": 1640, + "n_pred": 1796, + "n_ref": 4327 + }, + "12": { + "Dice": 0.22620380739081747, + "FN": 4122, + "FP": 24, + "IoU": 0.1275252525252525, + "TN": 55376496, + "TP": 606, + "n_pred": 630, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4540754257907543, + "FN": 27997, + "FP": 36623, + "IoU": 0.29372417863466455, + "TN": 55289754, + "TP": 26874, + "n_pred": 63497, + "n_ref": 54871 + }, + "14": { + "Dice": 0.6911605193558363, + "FN": 20315, + "FP": 46596, + "IoU": 0.5280712643353881, + "TN": 55239466, + "TP": 74871, + "n_pred": 121467, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7617452833158117, + "FN": 27357, + "FP": 10490, + "IoU": 0.6151765650896298, + "TN": 55282899, + "TP": 60502, + "n_pred": 70992, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5355300138428626, + "FN": 67703, + "FP": 153747, + "IoU": 0.36568179539693224, + "TN": 55032133, + "TP": 127665, + "n_pred": 281412, + "n_ref": 195368 + }, + "3": { + "Dice": 0.25639092017062765, + "FN": 150230, + "FP": 45012, + "IoU": 0.1470461029003805, + "TN": 55152347, + "TP": 33659, + "n_pred": 78671, + "n_ref": 183889 + }, + "4": { + "Dice": 0.755085695979497, + "FN": 2695, + "FP": 363, + "IoU": 0.6065362840967576, + "TN": 55373476, + "TP": 4714, + "n_pred": 5077, + "n_ref": 7409 + }, + "5": { + "Dice": 0.05918788713007571, + "FN": 5468, + "FP": 0, + "IoU": 0.03049645390070922, + "TN": 55375608, + "TP": 172, + "n_pred": 172, + "n_ref": 5640 + }, + "6": { + "Dice": 0.853425090166094, + "FN": 276041, + "FP": 143976, + "IoU": 0.7443256283095555, + "TN": 53738467, + "TP": 1222764, + "n_pred": 1366740, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.635178981012296, + "FN": 30974, + "FP": 134762, + "IoU": 0.46539360998661355, + "TN": 55071233, + "TP": 144279, + "n_pred": 279041, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7796828789651646, + "FN": 4739, + "FP": 19174, + "IoU": 0.6389182496300546, + "TN": 55315022, + "TP": 42313, + "n_pred": 61487, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7276794877057592, + "FN": 15462, + "FP": 11074, + "IoU": 0.5719309566059042, + "TN": 55319258, + "TP": 35454, + "n_pred": 46528, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7977105594244502, + "FN": 63653, + "FP": 50505, + "IoU": 0.6634929431323767, + "TN": 110807371, + "TP": 225086, + "n_pred": 275591, + "n_ref": 288739 + }, + "10": { + "Dice": 0.49711503889418385, + "FN": 38722, + "FP": 49393, + "IoU": 0.33077384614216165, + "TN": 111014948, + "TP": 43552, + "n_pred": 92945, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7274303047811642, + "FN": 1116, + "FP": 771, + "IoU": 0.5716231555051078, + "TN": 111142210, + "TP": 2518, + "n_pred": 3289, + "n_ref": 3634 + }, + "12": { + "Dice": 0.76739336492891, + "FN": 1080, + "FP": 147, + "IoU": 0.6225776684097201, + "TN": 111143364, + "TP": 2024, + "n_pred": 2171, + "n_ref": 3104 + }, + "13": { + "Dice": 0.516624469743968, + "FN": 31782, + "FP": 25876, + "IoU": 0.34827625183678085, + "TN": 111058145, + "TP": 30812, + "n_pred": 56688, + "n_ref": 62594 + }, + "14": { + "Dice": 0.555707108202835, + "FN": 25023, + "FP": 710, + "IoU": 0.38476067517811885, + "TN": 111104789, + "TP": 16093, + "n_pred": 16803, + "n_ref": 41116 + }, + "15": { + "Dice": 0.5690110451744796, + "FN": 5324, + "FP": 25034, + "IoU": 0.39763482677884043, + "TN": 111096217, + "TP": 20040, + "n_pred": 45074, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5181872858973353, + "FN": 76623, + "FP": 70777, + "IoU": 0.34969823174390285, + "TN": 110919951, + "TP": 79264, + "n_pred": 150041, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7388915728071611, + "FN": 59496, + "FP": 71300, + "IoU": 0.5859064588537363, + "TN": 110830754, + "TP": 185065, + "n_pred": 256365, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5145325703891773, + "FN": 12049, + "FP": 762, + "IoU": 0.3463775510204082, + "TN": 111127015, + "TP": 6789, + "n_pred": 7551, + "n_ref": 18838 + }, + "5": { + "Dice": 0.6437366167023555, + "FN": 2362, + "FP": 300, + "IoU": 0.4746398263272153, + "TN": 111141548, + "TP": 2405, + "n_pred": 2705, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7161743851073094, + "FN": 100020, + "FP": 1092221, + "IoU": 0.5578439756922682, + "TN": 108450189, + "TP": 1504185, + "n_pred": 2596406, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.19823431524398946, + "FN": 302996, + "FP": 309379, + "IoU": 0.11002225035206713, + "TN": 110458536, + "TP": 75704, + "n_pred": 385083, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6383172076852851, + "FN": 3987, + "FP": 82776, + "IoU": 0.4687708556559008, + "TN": 110983290, + "TP": 76562, + "n_pred": 159338, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5875112040633403, + "FN": 31274, + "FP": 3241, + "IoU": 0.41594043489296895, + "TN": 111087520, + "TP": 24580, + "n_pred": 27821, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.871512384431001, + "FN": 11308, + "FP": 44976, + "IoU": 0.7722835168125195, + "TN": 96873858, + "TP": 190883, + "n_pred": 235859, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5463778002728753, + "FN": 24744, + "FP": 57710, + "IoU": 0.37587331864871204, + "TN": 96988914, + "TP": 49657, + "n_pred": 107367, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6404907975460122, + "FN": 1563, + "FP": 1074, + "IoU": 0.4711191335740072, + "TN": 97116039, + "TP": 2349, + "n_pred": 3423, + "n_ref": 3912 + }, + "12": { + "Dice": 0.4975806451612903, + "FN": 3432, + "FP": 306, + "IoU": 0.33118625872249063, + "TN": 97115436, + "TP": 1851, + "n_pred": 2157, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6309744456501907, + "FN": 18519, + "FP": 19908, + "IoU": 0.4608931101727016, + "TN": 97049746, + "TP": 32852, + "n_pred": 52760, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8930671713163625, + "FN": 23587, + "FP": 2688, + "IoU": 0.8067943674399795, + "TN": 96985030, + "TP": 109720, + "n_pred": 112408, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5904359580939507, + "FN": 33557, + "FP": 14919, + "IoU": 0.4188784195257618, + "TN": 97037607, + "TP": 34942, + "n_pred": 49861, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5671715135809579, + "FN": 93527, + "FP": 19214, + "IoU": 0.3958404784360799, + "TN": 96934417, + "TP": 73867, + "n_pred": 93081, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7246800203601246, + "FN": 34048, + "FP": 107127, + "IoU": 0.5682338800688747, + "TN": 96794054, + "TP": 185796, + "n_pred": 292923, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6750391347659029, + "FN": 7746, + "FP": 1388, + "IoU": 0.5094785457279416, + "TN": 97102404, + "TP": 9487, + "n_pred": 10875, + "n_ref": 17233 + }, + "5": { + "Dice": 0.25709254549011934, + "FN": 10487, + "FP": 904, + "IoU": 0.14750785810507408, + "TN": 97107663, + "TP": 1971, + "n_pred": 2875, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8176853376423106, + "FN": 108025, + "FP": 551792, + "IoU": 0.6915970542154484, + "TN": 94981561, + "TP": 1479647, + "n_pred": 2031439, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6767468826061718, + "FN": 94183, + "FP": 128006, + "IoU": 0.5114266301061413, + "TN": 96666254, + "TP": 232582, + "n_pred": 360588, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5963960246225799, + "FN": 13395, + "FP": 103969, + "IoU": 0.42490334530593843, + "TN": 96916948, + "TP": 86713, + "n_pred": 190682, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6248202351746891, + "FN": 51129, + "FP": 2091, + "IoU": 0.4543553149606299, + "TN": 97023489, + "TP": 44316, + "n_pred": 46407, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8060625159441168, + "FN": 62848, + "FP": 1771, + "IoU": 0.6751295831720352, + "TN": 78857498, + "TP": 134288, + "n_pred": 136059, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7143515096987029, + "FN": 26318, + "FP": 27020, + "IoU": 0.5556351639562783, + "TN": 78936373, + "TP": 66694, + "n_pred": 93714, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5183872396987151, + "FN": 1839, + "FP": 335, + "IoU": 0.3498803827751196, + "TN": 79053061, + "TP": 1170, + "n_pred": 1505, + "n_ref": 3009 + }, + "12": { + "Dice": 0.2754158964879852, + "FN": 2408, + "FP": 728, + "IoU": 0.15969989281886388, + "TN": 79052673, + "TP": 596, + "n_pred": 1324, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6098171318575554, + "FN": 29043, + "FP": 17578, + "IoU": 0.43865965106618665, + "TN": 78973352, + "TP": 36432, + "n_pred": 54010, + "n_ref": 65475 + }, + "14": { + "Dice": 0.479771454954695, + "FN": 4626, + "FP": 67486, + "IoU": 0.31559166318666715, + "TN": 78951041, + "TP": 33252, + "n_pred": 100738, + "n_ref": 37878 + }, + "15": { + "Dice": 0.20992427903979377, + "FN": 30714, + "FP": 28134, + "IoU": 0.11727117271172711, + "TN": 78989739, + "TP": 7818, + "n_pred": 35952, + "n_ref": 38532 + }, + "2": { + "Dice": 0.574751808966529, + "FN": 8335, + "FP": 146170, + "IoU": 0.4032643665730717, + "TN": 78797488, + "TP": 104412, + "n_pred": 250582, + "n_ref": 112747 + }, + "3": { + "Dice": 0.04412167931874623, + "FN": 118564, + "FP": 3451, + "IoU": 0.022558499090770723, + "TN": 78931574, + "TP": 2816, + "n_pred": 6267, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7282973881001409, + "FN": 1762, + "FP": 3252, + "IoU": 0.5726947332537924, + "TN": 79044671, + "TP": 6720, + "n_pred": 9972, + "n_ref": 8482 + }, + "5": { + "Dice": 0.21526277897768178, + "FN": 4360, + "FP": 0, + "IoU": 0.12061315046389673, + "TN": 79051447, + "TP": 598, + "n_pred": 598, + "n_ref": 4958 + }, + "6": { + "Dice": 0.4971726100553881, + "FN": 96863, + "FP": 2374512, + "IoU": 0.3308248261789478, + "TN": 75363239, + "TP": 1221791, + "n_pred": 3596303, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5825976280947883, + "FN": 221980, + "FP": 139091, + "IoU": 0.41103192688444956, + "TN": 78443348, + "TP": 251986, + "n_pred": 391077, + "n_ref": 473966 + }, + "8": { + "Dice": 0.3674626249991683, + "FN": 3912, + "FP": 91159, + "IoU": 0.22508680697064049, + "TN": 78933719, + "TP": 27615, + "n_pred": 118774, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7476003715553721, + "FN": 27830, + "FP": 1516, + "IoU": 0.5969343607070748, + "TN": 78983598, + "TP": 43461, + "n_pred": 44977, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8774183790840309, + "FN": 12967, + "FP": 48631, + "IoU": 0.781607646816899, + "TN": 122429888, + "TP": 220454, + "n_pred": 269085, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5756878524051228, + "FN": 35710, + "FP": 74385, + "IoU": 0.40418657762432286, + "TN": 122527159, + "TP": 74686, + "n_pred": 149071, + "n_ref": 110396 + }, + "11": { + "Dice": 0.45422630299756955, + "FN": 2500, + "FP": 1542, + "IoU": 0.2938504542278127, + "TN": 122706216, + "TP": 1682, + "n_pred": 3224, + "n_ref": 4182 + }, + "12": { + "Dice": 0.2035487959442332, + "FN": 5487, + "FP": 797, + "IoU": 0.11330605333709609, + "TN": 122704853, + "TP": 803, + "n_pred": 1600, + "n_ref": 6290 + }, + "13": { + "Dice": 0.22860069042847178, + "FN": 40854, + "FP": 46517, + "IoU": 0.12905090861967564, + "TN": 122611623, + "TP": 12946, + "n_pred": 59463, + "n_ref": 53800 + }, + "14": { + "Dice": 0.691501943611939, + "FN": 26132, + "FP": 46643, + "IoU": 0.5284699814692428, + "TN": 122557602, + "TP": 81563, + "n_pred": 128206, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7454281625188837, + "FN": 13588, + "FP": 12026, + "IoU": 0.5941693733660778, + "TN": 122648825, + "TP": 37501, + "n_pred": 49527, + "n_ref": 51089 + }, + "2": { + "Dice": 0.267880510384288, + "FN": 101219, + "FP": 94038, + "IoU": 0.1546547521636166, + "TN": 122480961, + "TP": 35722, + "n_pred": 129760, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6598605163342713, + "FN": 11054, + "FP": 127944, + "IoU": 0.49238196797943207, + "TN": 122438116, + "TP": 134826, + "n_pred": 262770, + "n_ref": 145880 + }, + "4": { + "Dice": 0.00034863957930824095, + "FN": 65463, + "FP": 3352, + "IoU": 0.00017435018234123237, + "TN": 122643113, + "TP": 12, + "n_pred": 3364, + "n_ref": 65475 + }, + "5": { + "Dice": 0.010236356317212031, + "FN": 17120, + "FP": 91, + "IoU": 0.005144508670520231, + "TN": 122694640, + "TP": 89, + "n_pred": 180, + "n_ref": 17209 + }, + "6": { + "Dice": 0.6072191901537023, + "FN": 214164, + "FP": 1722060, + "IoU": 0.4359761319663163, + "TN": 119279064, + "TP": 1496652, + "n_pred": 3218712, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.34106286220773235, + "FN": 355742, + "FP": 457565, + "IoU": 0.2055911911536459, + "TN": 121688151, + "TP": 210482, + "n_pred": 668047, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6377546437233629, + "FN": 8658, + "FP": 136514, + "IoU": 0.4681643000542196, + "TN": 122438976, + "TP": 127792, + "n_pred": 264306, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6530649122374722, + "FN": 34991, + "FP": 7248, + "IoU": 0.484852550186599, + "TN": 122629946, + "TP": 39755, + "n_pred": 47003, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_000/summary_cross_val.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..625dd051b6f8f35c564974c78c90ffff5052f5c9 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_000/summary_cross_val.json @@ -0,0 +1,7080 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1503918008161719, + "FN": 1596.5833333333333, + "FP": 1479.5, + "IoU": 0.11983773826499933, + "TN": 192070.35, + "TP": 1989.5666666666666, + "n_pred": 3469.0666666666666, + "n_ref": 3586.15 + }, + "mean": { + "1": { + "Dice": 0.003159285427077948, + "FN": 8.625, + "FP": 1494.0, + "IoU": 0.0015973049109865537, + "TN": 195619.625, + "TP": 13.75, + "n_pred": 1507.75, + "n_ref": 22.375 + }, + "10": { + "Dice": 0.08842628022724153, + "FN": 3691.375, + "FP": 1163.75, + "IoU": 0.0528821693328131, + "TN": 191077.875, + "TP": 1203.0, + "n_pred": 2366.75, + "n_ref": 4894.375 + }, + "11": { + "Dice": 0.15737999102736652, + "FN": 193.375, + "FP": 73.5, + "IoU": 0.10300681230913789, + "TN": 196759.5, + "TP": 109.625, + "n_pred": 183.125, + "n_ref": 303.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 32.25, + "IoU": 0.0, + "TN": 197103.75, + "TP": 0.0, + "n_pred": 32.25, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.2036316020909056, + "FN": 2453.5, + "FP": 4077.75, + "IoU": 0.1370856633739007, + "TN": 188854.375, + "TP": 1750.375, + "n_pred": 5828.125, + "n_ref": 4203.875 + }, + "14": { + "Dice": 0.45079593214433483, + "FN": 561.625, + "FP": 568.5, + "IoU": 0.4104084060269627, + "TN": 190830.625, + "TP": 5175.25, + "n_pred": 5743.75, + "n_ref": 5736.875 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 21.625, + "IoU": 0.0, + "TN": 197114.375, + "TP": 0.0, + "n_pred": 21.625, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.4402337140429534, + "FN": 1463.375, + "FP": 2498.375, + "IoU": 0.3651071020231812, + "TN": 190946.5, + "TP": 2227.75, + "n_pred": 4726.125, + "n_ref": 3691.125 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 406.375, + "IoU": 0.0, + "TN": 196729.625, + "TP": 0.0, + "n_pred": 406.375, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.008990318118948824, + "FN": 847.125, + "FP": 762.125, + "IoU": 0.0045359385903698535, + "TN": 195517.0, + "TP": 9.75, + "n_pred": 771.875, + "n_ref": 856.875 + }, + "5": { + "Dice": 0.0, + "FN": 5488.25, + "FP": 0.0, + "IoU": 0.0, + "TN": 191647.75, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 5488.25 + }, + "6": { + "Dice": 0.2817850890097118, + "FN": 2722.375, + "FP": 6990.625, + "IoU": 0.2423801719987813, + "TN": 172441.0, + "TP": 14982.0, + "n_pred": 21972.625, + "n_ref": 17704.375 + }, + "7": { + "Dice": 0.002010378090981621, + "FN": 983.625, + "FP": 788.0, + "IoU": 0.0010099375849925033, + "TN": 195361.75, + "TP": 2.625, + "n_pred": 790.625, + "n_ref": 986.25 + }, + "8": { + "Dice": 0.38263093175500884, + "FN": 3211.0, + "FP": 1165.125, + "IoU": 0.311897119788896, + "TN": 189983.375, + "TP": 2776.5, + "n_pred": 3941.625, + "n_ref": 5987.5 + }, + "9": { + "Dice": 0.23683349030804735, + "FN": 2324.5, + "FP": 2150.5, + "IoU": 0.16765544803496799, + "TN": 191068.125, + "TP": 1592.875, + "n_pred": 3743.375, + "n_ref": 3917.375 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 175117, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "10": { + "Dice": 0.23984891406987724, + "FN": 5951, + "FP": 6124, + "IoU": 0.13626609442060086, + "TN": 161252, + "TP": 1905, + "n_pred": 8029, + "n_ref": 7856 + }, + "11": { + "Dice": 0.4721399730820996, + "FN": 1547, + "FP": 414, + "IoU": 0.30902043692741366, + "TN": 172394, + "TP": 877, + "n_pred": 1291, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 174974, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "13": { + "Dice": 0.4633808553971487, + "FN": 7125, + "FP": 6049, + "IoU": 0.3015586894284805, + "TN": 156370, + "TP": 5688, + "n_pred": 11737, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5379612714651077, + "FN": 5863, + "FP": 460, + "IoU": 0.367952818872451, + "TN": 165228, + "TP": 3681, + "n_pred": 4141, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 175147, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "4": { + "Dice": 0.017980636237897647, + "FN": 6777, + "FP": 1743, + "IoU": 0.009071877180739707, + "TN": 166634, + "TP": 78, + "n_pred": 1821, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8207261576922326, + "FN": 8125, + "FP": 1054, + "IoU": 0.6959589267969526, + "TN": 145042, + "TP": 21011, + "n_pred": 22065, + "n_ref": 29136 + }, + "7": { + "Dice": 0.009715812484819043, + "FN": 1919, + "FP": 2158, + "IoU": 0.00488162069807176, + "TN": 171135, + "TP": 20, + "n_pred": 2178, + "n_ref": 1939 + }, + "8": { + "Dice": 0.31203007518796994, + "FN": 1, + "FP": 365, + "IoU": 0.18485523385300667, + "TN": 174783, + "TP": 83, + "n_pred": 448, + "n_ref": 84 + }, + "9": { + "Dice": 0.5746506157465061, + "FN": 4420, + "FP": 1728, + "IoU": 0.40316474128725366, + "TN": 164931, + "TP": 4153, + "n_pred": 5881, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1227, + "IoU": 0.0, + "TN": 174005, + "TP": 0, + "n_pred": 1227, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 175142, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2830, + "IoU": 0.0, + "TN": 172402, + "TP": 0, + "n_pred": 2830, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 663, + "IoU": 0.0, + "TN": 174569, + "TP": 0, + "n_pred": 663, + "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": 4671, + "IoU": 0.0, + "TN": 170561, + "TP": 0, + "n_pred": 4671, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7083, + "IoU": 0.0, + "TN": 168149, + "TP": 0, + "n_pred": 7083, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 175079, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 174826, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9015918642886697, + "FN": 4493, + "FP": 4545, + "IoU": 0.8208168120539254, + "TN": 124792, + "TP": 41402, + "n_pred": 45947, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 175059, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18292, + "IoU": 0.0, + "TN": 156940, + "TP": 0, + "n_pred": 18292, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2594, + "IoU": 0.0, + "TN": 172638, + "TP": 0, + "n_pred": 2594, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 3525, + "IoU": 0.0, + "TN": 171707, + "TP": 0, + "n_pred": 3525, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.3791350475208134, + "FN": 23580, + "FP": 1701, + "IoU": 0.2339090909090909, + "TN": 142232, + "TP": 7719, + "n_pred": 9420, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5547771550573792, + "FN": 12503, + "FP": 843, + "IoU": 0.38386962744102304, + "TN": 153571, + "TP": 8315, + "n_pred": 9158, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7155930697467792, + "FN": 5394, + "FP": 1008, + "IoU": 0.5571389042612064, + "TN": 160776, + "TP": 8054, + "n_pred": 9062, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 572, + "IoU": 0.0, + "TN": 174660, + "TP": 0, + "n_pred": 572, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4098, + "IoU": 0.0, + "TN": 171134, + "TP": 0, + "n_pred": 4098, + "n_ref": 0 + }, + "7": { + "Dice": 0.0003360779700890607, + "FN": 5949, + "FP": 0, + "IoU": 0.0001680672268907563, + "TN": 169282, + "TP": 1, + "n_pred": 1, + "n_ref": 5950 + }, + "8": { + "Dice": 0.6450852627200887, + "FN": 879, + "FP": 4241, + "IoU": 0.476107643507623, + "TN": 165459, + "TP": 4653, + "n_pred": 8894, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6033912615211426, + "FN": 5583, + "FP": 5691, + "IoU": 0.4320403022670025, + "TN": 155382, + "TP": 8576, + "n_pred": 14267, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0212.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": 0.0, + "FN": 0, + "FP": 982, + "IoU": 0.0, + "TN": 174250, + "TP": 0, + "n_pred": 982, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "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": 2828, + "IoU": 0.0, + "TN": 172404, + "TP": 0, + "n_pred": 2828, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4354, + "IoU": 0.0, + "TN": 170878, + "TP": 0, + "n_pred": 4354, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 167573, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.00022064501893869745, + "FN": 34, + "FP": 27153, + "IoU": 0.00011033468186833395, + "TN": 148042, + "TP": 3, + "n_pred": 27156, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 558, + "IoU": 0.0, + "TN": 174674, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "8": { + "Dice": 0.0131852879944483, + "FN": 22752, + "FP": 0, + "IoU": 0.006636395389451624, + "TN": 152328, + "TP": 152, + "n_pred": 152, + "n_ref": 22904 + }, + "9": { + "Dice": 0.006125574272588055, + "FN": 3041, + "FP": 1502, + "IoU": 0.0030721966205837174, + "TN": 170675, + "TP": 14, + "n_pred": 1516, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 761, + "IoU": 0.0, + "TN": 174471, + "TP": 0, + "n_pred": 761, + "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": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "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": 20072, + "IoU": 0.0, + "TN": 155160, + "TP": 0, + "n_pred": 20072, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 138985, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.2154610786486668, + "FN": 2091, + "FP": 21271, + "IoU": 0.12073767406849831, + "TN": 148662, + "TP": 3208, + "n_pred": 24479, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 63, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 63, + "n_ref": 1 + }, + "8": { + "Dice": 0.9428540328725373, + "FN": 2056, + "FP": 44, + "IoU": 0.8918863261943987, + "TN": 155808, + "TP": 17324, + "n_pred": 17368, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1200, + "IoU": 0.0, + "TN": 168480, + "TP": 0, + "n_pred": 1200, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.022114997989545637, + "FN": 69, + "FP": 9659, + "IoU": 0.011181134376905875, + "TN": 340626, + "TP": 110, + "n_pred": 9769, + "n_ref": 179 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "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": 0.9476142290028801, + "FN": 450, + "FP": 223, + "IoU": 0.9004437869822485, + "TN": 343704, + "TP": 6087, + "n_pred": 6310, + "n_ref": 6537 + }, + "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": 0.9360877417081443, + "FN": 11529, + "FP": 1530, + "IoU": 0.87985426844415, + "TN": 241771, + "TP": 95634, + "n_pred": 97164, + "n_ref": 107163 + }, + "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_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.21202164988220215, + "FN": 3028.4083333333333, + "FP": 1876.5166666666667, + "IoU": 0.16076163660830026, + "TN": 168306.58333333334, + "TP": 2020.4916666666666, + "n_pred": 3897.008333333333, + "n_ref": 5048.9 + }, + "mean": { + "1": { + "Dice": 0.25821276294860235, + "FN": 17948.0, + "FP": 168.375, + "IoU": 0.20100498244349982, + "TN": 152936.25, + "TP": 4179.375, + "n_pred": 4347.75, + "n_ref": 22127.375 + }, + "10": { + "Dice": 0.3252142740673348, + "FN": 885.0, + "FP": 1614.875, + "IoU": 0.2438844095766312, + "TN": 170893.5, + "TP": 1838.625, + "n_pred": 3453.5, + "n_ref": 2723.625 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 11.875, + "IoU": 0.0, + "TN": 175220.125, + "TP": 0.0, + "n_pred": 11.875, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.1452787895769123, + "FN": 636.25, + "FP": 0.875, + "IoU": 0.08498606785772825, + "TN": 174465.25, + "TP": 129.625, + "n_pred": 130.5, + "n_ref": 765.875 + }, + "13": { + "Dice": 0.05776719043474277, + "FN": 2035.0, + "FP": 527.875, + "IoU": 0.030654414624659666, + "TN": 172511.5, + "TP": 157.625, + "n_pred": 685.5, + "n_ref": 2192.625 + }, + "14": { + "Dice": 0.7937047293130344, + "FN": 4152.625, + "FP": 112.375, + "IoU": 0.6579688643403471, + "TN": 162762.375, + "TP": 8204.625, + "n_pred": 8317.0, + "n_ref": 12357.25 + }, + "15": { + "Dice": 0.17871872422326093, + "FN": 202.875, + "FP": 543.875, + "IoU": 0.0981280193236715, + "TN": 174404.0, + "TP": 81.25, + "n_pred": 625.125, + "n_ref": 284.125 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 111.5, + "IoU": 0.0, + "TN": 175120.5, + "TP": 0.0, + "n_pred": 111.5, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.29801712234189454, + "FN": 461.375, + "FP": 8.75, + "IoU": 0.2694674177953574, + "TN": 173075.75, + "TP": 1686.125, + "n_pred": 1694.875, + "n_ref": 2147.5 + }, + "4": { + "Dice": 0.390711518607792, + "FN": 334.375, + "FP": 86.625, + "IoU": 0.25080572438448795, + "TN": 174637.125, + "TP": 173.875, + "n_pred": 260.5, + "n_ref": 508.25 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 26.125, + "IoU": 0.0, + "TN": 175205.875, + "TP": 0.0, + "n_pred": 26.125, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.25147242553432886, + "FN": 2143.25, + "FP": 22330.75, + "IoU": 0.20091338186395205, + "TN": 140758.25, + "TP": 9999.75, + "n_pred": 32330.5, + "n_ref": 12143.0 + }, + "7": { + "Dice": 0.14172455608471377, + "FN": 14229.5, + "FP": 889.125, + "IoU": 0.08685838449717538, + "TN": 157808.0, + "TP": 2305.375, + "n_pred": 3194.5, + "n_ref": 16534.875 + }, + "8": { + "Dice": 0.2378108524238324, + "FN": 1736.625, + "FP": 960.0, + "IoU": 0.22675504938161758, + "TN": 171261.125, + "TP": 1274.25, + "n_pred": 2234.25, + "n_ref": 3010.875 + }, + "9": { + "Dice": 0.10169180267658334, + "FN": 661.25, + "FP": 754.75, + "IoU": 0.059997833035375696, + "TN": 173539.125, + "TP": 276.875, + "n_pred": 1031.625, + "n_ref": 938.125 + } + }, + "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": 0.3508771929824561, + "FN": 25, + "FP": 12, + "IoU": 0.2127659574468085, + "TN": 175185, + "TP": 10, + "n_pred": 22, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1261564339781329, + "FN": 309, + "FP": 730, + "IoU": 0.06732495511669659, + "TN": 174118, + "TP": 75, + "n_pred": 805, + "n_ref": 384 + }, + "7": { + "Dice": 0.09184986295239693, + "FN": 64810, + "FP": 130, + "IoU": 0.04813555347091932, + "TN": 107008, + "TP": 3284, + "n_pred": 3414, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.26184538653366585, + "FN": 1169, + "FP": 15, + "IoU": 0.15064562410329985, + "TN": 173838, + "TP": 210, + "n_pred": 225, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9023592353215125, + "FN": 16803, + "FP": 389, + "IoU": 0.822089762296524, + "TN": 78599, + "TP": 79441, + "n_pred": 79830, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03722522833829408, + "FN": 122593, + "FP": 0, + "IoU": 0.01896561382169122, + "TN": 50269, + "TP": 2370, + "n_pred": 2370, + "n_ref": 124963 + }, + "10": { + "Dice": 0.014414414414414415, + "FN": 710, + "FP": 931, + "IoU": 0.007259528130671506, + "TN": 173579, + "TP": 12, + "n_pred": 943, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 142013, + "IoU": 0.0, + "TN": 33219, + "TP": 0, + "n_pred": 142013, + "n_ref": 0 + }, + "7": { + "Dice": 0.3062013532075088, + "FN": 26868, + "FP": 408, + "IoU": 0.18077789457876559, + "TN": 141937, + "TP": 6019, + "n_pred": 6427, + "n_ref": 32887 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1091, + "IoU": 0.0, + "TN": 174141, + "TP": 0, + "n_pred": 1091, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7937047293130344, + "FN": 33221, + "FP": 899, + "IoU": 0.6579688643403471, + "TN": 75475, + "TP": 65637, + "n_pred": 66536, + "n_ref": 98858 + }, + "15": { + "Dice": 0.17871872422326093, + "FN": 1623, + "FP": 4351, + "IoU": 0.0981280193236715, + "TN": 168608, + "TP": 650, + "n_pred": 5001, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 175018, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "10": { + "Dice": 0.1164021164021164, + "FN": 2876, + "FP": 9315, + "IoU": 0.06179775280898876, + "TN": 162238, + "TP": 803, + "n_pred": 10118, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11553438086948555, + "FN": 16280, + "FP": 3027, + "IoU": 0.06130882924931933, + "TN": 154664, + "TP": 1261, + "n_pred": 4288, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "4": { + "Dice": 0.5195776506819182, + "FN": 1506, + "FP": 678, + "IoU": 0.35096582466567605, + "TN": 171867, + "TP": 1181, + "n_pred": 1859, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "6": { + "Dice": 0.4803188839063279, + "FN": 34, + "FP": 1009, + "IoU": 0.3160655737704918, + "TN": 173707, + "TP": 482, + "n_pred": 1491, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5510, + "IoU": 0.0, + "TN": 169722, + "TP": 0, + "n_pred": 5510, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 7023, + "IoU": 0.0, + "TN": 154843, + "TP": 0, + "n_pred": 7023, + "n_ref": 13366 + }, + "9": { + "Dice": 0.30507540802975003, + "FN": 5290, + "FP": 4801, + "IoU": 0.17999349910612708, + "TN": 162926, + "TP": 2215, + "n_pred": 7016, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.737413060507513, + "FN": 20991, + "FP": 1133, + "IoU": 0.5840493335088082, + "TN": 122043, + "TP": 31065, + "n_pred": 32198, + "n_ref": 52056 + }, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 704, + "IoU": 0.0, + "TN": 174528, + "TP": 0, + "n_pred": 704, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 0, + "IoU": 0.0, + "TN": 174719, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 30144, + "IoU": 0.0, + "TN": 145088, + "TP": 0, + "n_pred": 30144, + "n_ref": 0 + }, + "7": { + "Dice": 0.4522961203483769, + "FN": 22136, + "FP": 0, + "IoU": 0.2922368589333674, + "TN": 143956, + "TP": 9140, + "n_pred": 9140, + "n_ref": 31276 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8191633724703522, + "FN": 3469, + "FP": 2661, + "IoU": 0.693714399920056, + "TN": 155218, + "TP": 13884, + "n_pred": 16545, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "12": { + "Dice": 0.2905575791538246, + "FN": 5057, + "FP": 7, + "IoU": 0.1699721357154565, + "TN": 169131, + "TP": 1037, + "n_pred": 1044, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1196, + "IoU": 0.0, + "TN": 174036, + "TP": 0, + "n_pred": 1196, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 188, + "IoU": 0.0, + "TN": 175044, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "3": { + "Dice": 0.8940513670256836, + "FN": 3178, + "FP": 19, + "IoU": 0.8084022533860722, + "TN": 158546, + "TP": 13489, + "n_pred": 13508, + "n_ref": 16667 + }, + "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": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4361, + "IoU": 0.0, + "TN": 170871, + "TP": 0, + "n_pred": 4361, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 1009, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 1009, + "n_ref": 22 + }, + "8": { + "Dice": 0.9512434096953296, + "FN": 527, + "FP": 518, + "IoU": 0.9070201975264703, + "TN": 163993, + "TP": 10194, + "n_pred": 10712, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0349.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.23728791835422813, + "FN": 2554.733333333333, + "FP": 1004.6833333333333, + "IoU": 0.1838131889709036, + "TN": 169065.83333333334, + "TP": 2606.75, + "n_pred": 3611.4333333333334, + "n_ref": 5161.483333333334 + }, + "mean": { + "1": { + "Dice": 0.26787154309567857, + "FN": 3104.0, + "FP": 146.125, + "IoU": 0.22390071765592165, + "TN": 166334.875, + "TP": 5647.0, + "n_pred": 5793.125, + "n_ref": 8751.0 + }, + "10": { + "Dice": 0.1627275851455318, + "FN": 1216.75, + "FP": 889.0, + "IoU": 0.12191953431511307, + "TN": 171634.375, + "TP": 1491.875, + "n_pred": 2380.875, + "n_ref": 2708.625 + }, + "11": { + "Dice": 0.0, + "FN": 79.25, + "FP": 2.25, + "IoU": 0.0, + "TN": 175150.5, + "TP": 0.0, + "n_pred": 2.25, + "n_ref": 79.25 + }, + "12": { + "Dice": 0.3717948717948718, + "FN": 36.5, + "FP": 0.25, + "IoU": 0.2283464566929134, + "TN": 175184.375, + "TP": 10.875, + "n_pred": 11.125, + "n_ref": 47.375 + }, + "13": { + "Dice": 0.17892824723890377, + "FN": 2483.125, + "FP": 1515.0, + "IoU": 0.10732147303187042, + "TN": 170624.125, + "TP": 609.75, + "n_pred": 2124.75, + "n_ref": 3092.875 + }, + "14": { + "Dice": 0.464414022100049, + "FN": 447.5, + "FP": 850.25, + "IoU": 0.4335569276113525, + "TN": 169668.375, + "TP": 4265.875, + "n_pred": 5116.125, + "n_ref": 4713.375 + }, + "15": { + "Dice": 0.2919820454145397, + "FN": 2980.375, + "FP": 1041.875, + "IoU": 0.1709478782882024, + "TN": 170380.375, + "TP": 829.375, + "n_pred": 1871.25, + "n_ref": 3809.75 + }, + "2": { + "Dice": 0.29435874995441785, + "FN": 1278.625, + "FP": 3030.75, + "IoU": 0.2635441765101504, + "TN": 165877.5, + "TP": 5045.125, + "n_pred": 8075.875, + "n_ref": 6323.75 + }, + "3": { + "Dice": 0.08011200692481579, + "FN": 6130.75, + "FP": 356.0, + "IoU": 0.04297546966108787, + "TN": 168453.0, + "TP": 292.25, + "n_pred": 648.25, + "n_ref": 6423.0 + }, + "4": { + "Dice": 0.1739747914077756, + "FN": 1355.5, + "FP": 227.0, + "IoU": 0.10530840318074361, + "TN": 173282.0, + "TP": 367.5, + "n_pred": 594.5, + "n_ref": 1723.0 + }, + "5": { + "Dice": 0.0, + "FN": 26.875, + "FP": 1.875, + "IoU": 0.0, + "TN": 175203.25, + "TP": 0.0, + "n_pred": 1.875, + "n_ref": 26.875 + }, + "6": { + "Dice": 0.4424188329605191, + "FN": 1040.5, + "FP": 3562.125, + "IoU": 0.3848870053327, + "TN": 161353.875, + "TP": 9275.5, + "n_pred": 12837.625, + "n_ref": 10316.0 + }, + "7": { + "Dice": 0.1652744534231584, + "FN": 17451.0, + "FP": 1005.0, + "IoU": 0.1052474998738462, + "TN": 150373.625, + "TP": 6402.375, + "n_pred": 7407.375, + "n_ref": 23853.375 + }, + "8": { + "Dice": 0.45689047246083636, + "FN": 406.875, + "FP": 1594.875, + "IoU": 0.4213302160273211, + "TN": 168998.875, + "TP": 4231.375, + "n_pred": 5826.25, + "n_ref": 4638.25 + }, + "9": { + "Dice": 0.20857115339232443, + "FN": 283.375, + "FP": 847.875, + "IoU": 0.14791207638233134, + "TN": 173468.375, + "TP": 632.375, + "n_pred": 1480.25, + "n_ref": 915.75 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 94, + "IoU": 0.0, + "TN": 175138, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 228, + "IoU": 0.0, + "TN": 175004, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 175061, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 174750, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8036146292870358, + "FN": 20911, + "FP": 1169, + "IoU": 0.6717021529677649, + "TN": 107976, + "TP": 45176, + "n_pred": 46345, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5152, + "IoU": 0.0, + "TN": 170080, + "TP": 0, + "n_pred": 5152, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1641, + "IoU": 0.0, + "TN": 173591, + "TP": 0, + "n_pred": 1641, + "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": 4974, + "IoU": 0.0, + "TN": 170258, + "TP": 0, + "n_pred": 4974, + "n_ref": 0 + }, + "7": { + "Dice": 0.04846743295019157, + "FN": 39735, + "FP": 1, + "IoU": 0.024835574752135076, + "TN": 134484, + "TP": 1012, + "n_pred": 1013, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11490, + "IoU": 0.0, + "TN": 163742, + "TP": 0, + "n_pred": 11490, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7169683118166656, + "FN": 3861, + "FP": 5303, + "IoU": 0.5588079533965625, + "TN": 154461, + "TP": 11607, + "n_pred": 16910, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23166272316627232, + "FN": 2236, + "FP": 4908, + "IoU": 0.13100596034545675, + "TN": 167011, + "TP": 1077, + "n_pred": 5985, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669756953144575, + "FN": 272, + "FP": 387, + "IoU": 0.9360628698942466, + "TN": 164925, + "TP": 9648, + "n_pred": 10035, + "n_ref": 9920 + }, + "7": { + "Dice": 0.5759743845910408, + "FN": 68252, + "FP": 81, + "IoU": 0.4044691179418352, + "TN": 60489, + "TP": 46410, + "n_pred": 46491, + "n_ref": 114662 + }, + "8": { + "Dice": 0.8837209302325582, + "FN": 2, + "FP": 23, + "IoU": 0.7916666666666666, + "TN": 175112, + "TP": 95, + "n_pred": 118, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1384, + "IoU": 0.0, + "TN": 173848, + "TP": 0, + "n_pred": 1384, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1342, + "IoU": 0.0, + "TN": 173890, + "TP": 0, + "n_pred": 1342, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.3717948717948718, + "FN": 292, + "FP": 2, + "IoU": 0.2283464566929134, + "TN": 174851, + "TP": 87, + "n_pred": 89, + "n_ref": 379 + }, + "13": { + "Dice": 0.4292237442922374, + "FN": 116, + "FP": 134, + "IoU": 0.27325581395348836, + "TN": 174888, + "TP": 94, + "n_pred": 228, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.16244274809160306, + "FN": 1, + "FP": 2742, + "IoU": 0.08840146227982719, + "TN": 172223, + "TP": 266, + "n_pred": 3008, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 15, + "IoU": 0.0, + "TN": 175002, + "TP": 0, + "n_pred": 15, + "n_ref": 215 + }, + "6": { + "Dice": 0.4215928530697586, + "FN": 4903, + "FP": 1183, + "IoU": 0.2671001926782274, + "TN": 166928, + "TP": 2218, + "n_pred": 3401, + "n_ref": 7121 + }, + "7": { + "Dice": 0.18896850524912515, + "FN": 4867, + "FP": 0, + "IoU": 0.10434302539565697, + "TN": 169798, + "TP": 567, + "n_pred": 567, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9438409596107872, + "FN": 3253, + "FP": 764, + "IoU": 0.8936541974426178, + "TN": 137459, + "TP": 33756, + "n_pred": 34520, + "n_ref": 37009 + }, + "9": { + "Dice": 0.666993006993007, + "FN": 2006, + "FP": 2756, + "IoU": 0.5003672227468261, + "TN": 165701, + "TP": 4769, + "n_pred": 7525, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.09666961391099323, + "FN": 5873, + "FP": 257, + "IoU": 0.05078971817900279, + "TN": 168774, + "TP": 328, + "n_pred": 585, + "n_ref": 6201 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2337547687360091, + "FN": 17513, + "FP": 6790, + "IoU": 0.132345590860407, + "TN": 147222, + "TP": 3707, + "n_pred": 10497, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 446, + "IoU": 0.0, + "TN": 174786, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3479495828155512, + "FN": 10844, + "FP": 175, + "IoU": 0.21061680636148722, + "TN": 161273, + "TP": 2940, + "n_pred": 3115, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.860040086815233, + "FN": 2968, + "FP": 8833, + "IoU": 0.7544476580869348, + "TN": 127173, + "TP": 36258, + "n_pred": 45091, + "n_ref": 39226 + }, + "7": { + "Dice": 0.17823639774859287, + "FN": 26754, + "FP": 3030, + "IoU": 0.09783728115345006, + "TN": 142218, + "TP": 3230, + "n_pred": 6260, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.16729160657629075, + "FN": 261, + "FP": 2626, + "IoU": 0.09128108278249922, + "TN": 172055, + "TP": 290, + "n_pred": 2916, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3378, + "FP": 0, + "IoU": 0.0, + "TN": 171854, + "TP": 0, + "n_pred": 0, + "n_ref": 3378 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 175063, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "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": 200, + "IoU": 0.0, + "TN": 175032, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 23341, + "IoU": 0.0, + "TN": 151891, + "TP": 0, + "n_pred": 23341, + "n_ref": 0 + }, + "3": { + "Dice": 0.07789327268284431, + "FN": 49045, + "FP": 12, + "IoU": 0.040524946703436406, + "TN": 124103, + "TP": 2072, + "n_pred": 2084, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3747, + "IoU": 0.0, + "TN": 171485, + "TP": 0, + "n_pred": 3747, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.928828044200098, + "FN": 3580, + "FP": 1650, + "IoU": 0.867113855222705, + "TN": 135875, + "TP": 34127, + "n_pred": 35777, + "n_ref": 37707 + }, + "15": { + "Dice": 0.2919820454145397, + "FN": 23843, + "FP": 8335, + "IoU": 0.1709478782882024, + "TN": 136419, + "TP": 6635, + "n_pred": 14970, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 88, + "IoU": 0.0, + "TN": 175144, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8830762498632535, + "FN": 10229, + "FP": 459, + "IoU": 0.7906325295304512, + "TN": 124183, + "TP": 40361, + "n_pred": 40820, + "n_ref": 50590 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8483231955241843, + "FN": 181, + "FP": 9145, + "IoU": 0.736598316669491, + "TN": 139826, + "TP": 26080, + "n_pred": 35225, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4757, + "IoU": 0.0, + "TN": 170475, + "TP": 0, + "n_pred": 4757, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.327962886481385, + "FN": 1533.5333333333333, + "FP": 974.952380952381, + "IoU": 0.26178951017005675, + "TN": 169742.24761904762, + "TP": 2981.266666666666, + "n_pred": 3956.2190476190485, + "n_ref": 4514.8 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 111.14285714285714, + "IoU": 0.0, + "TN": 175120.85714285713, + "TP": 0.0, + "n_pred": 111.14285714285714, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.3847898886129643, + "FN": 5728.0, + "FP": 2037.4285714285713, + "IoU": 0.30274871914199075, + "TN": 162843.0, + "TP": 4623.571428571428, + "n_pred": 6661.0, + "n_ref": 10351.57142857143 + }, + "11": { + "Dice": 0.0915032679738562, + "FN": 19.857142857142858, + "FP": 0.0, + "IoU": 0.04794520547945205, + "TN": 175211.14285714287, + "TP": 1.0, + "n_pred": 1.0, + "n_ref": 20.857142857142858 + }, + "12": { + "Dice": 0.0, + "FN": 10.714285714285714, + "FP": 0.0, + "IoU": 0.0, + "TN": 175221.2857142857, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 10.714285714285714 + }, + "13": { + "Dice": 0.17392935575808446, + "FN": 2979.4285714285716, + "FP": 524.8571428571429, + "IoU": 0.12836678771430765, + "TN": 170450.57142857142, + "TP": 1277.142857142857, + "n_pred": 1802.0, + "n_ref": 4256.571428571428 + }, + "14": { + "Dice": 0.8183797909407665, + "FN": 48.714285714285715, + "FP": 547.0, + "IoU": 0.6925912274235164, + "TN": 173294.14285714287, + "TP": 1342.142857142857, + "n_pred": 1889.142857142857, + "n_ref": 1390.857142857143 + }, + "15": { + "Dice": 0.3837000517362062, + "FN": 2647.8571428571427, + "FP": 3138.1428571428573, + "IoU": 0.23739408774242138, + "TN": 167644.85714285713, + "TP": 1801.142857142857, + "n_pred": 4939.285714285715, + "n_ref": 4449.0 + }, + "2": { + "Dice": 0.3196305625524769, + "FN": 185.42857142857142, + "FP": 123.85714285714286, + "IoU": 0.30700990354527563, + "TN": 172203.57142857142, + "TP": 2719.1428571428573, + "n_pred": 2843.0, + "n_ref": 2904.5714285714284 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 787.4285714285714, + "IoU": 0.0, + "TN": 174444.57142857142, + "TP": 0.0, + "n_pred": 787.4285714285714, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.3404736275565124, + "FN": 732.1428571428571, + "FP": 156.0, + "IoU": 0.25811979761710463, + "TN": 173440.14285714287, + "TP": 903.7142857142857, + "n_pred": 1059.7142857142858, + "n_ref": 1635.857142857143 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 31.714285714285715, + "IoU": 0.0, + "TN": 175200.2857142857, + "TP": 0.0, + "n_pred": 31.714285714285715, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6918731224300572, + "FN": 4973.857142857143, + "FP": 1334.5714285714287, + "IoU": 0.6130154585186565, + "TN": 141921.42857142858, + "TP": 27002.14285714286, + "n_pred": 28336.714285714286, + "n_ref": 31976.0 + }, + "7": { + "Dice": 0.24918556858450527, + "FN": 4660.142857142857, + "FP": 5257.0, + "IoU": 0.1713817319933421, + "TN": 162328.7142857143, + "TP": 2986.1428571428573, + "n_pred": 8243.142857142857, + "n_ref": 7646.285714285715 + }, + "8": { + "Dice": 0.8002274757225659, + "FN": 193.71428571428572, + "FP": 266.0, + "IoU": 0.6669962413388993, + "TN": 173854.57142857142, + "TP": 917.7142857142857, + "n_pred": 1183.7142857142858, + "n_ref": 1111.4285714285713 + }, + "9": { + "Dice": 0.6657505853527796, + "FN": 823.1428571428571, + "FP": 309.14285714285717, + "IoU": 0.5012734920358848, + "TN": 172954.57142857142, + "TP": 1145.142857142857, + "n_pred": 1454.2857142857142, + "n_ref": 1968.2857142857142 + } + }, + "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": 0.8183797909407665, + "FN": 341, + "FP": 3829, + "IoU": 0.6925912274235164, + "TN": 161667, + "TP": 9395, + "n_pred": 13224, + "n_ref": 9736 + }, + "15": { + "Dice": 0.3837000517362062, + "FN": 18535, + "FP": 21967, + "IoU": 0.23739408774242138, + "TN": 122122, + "TP": 12608, + "n_pred": 34575, + "n_ref": 31143 + }, + "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": 626, + "IoU": 0.0, + "TN": 174606, + "TP": 0, + "n_pred": 626, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 808, + "FP": 55, + "IoU": 0.0, + "TN": 174369, + "TP": 0, + "n_pred": 55, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1516, + "FP": 42, + "IoU": 0.0, + "TN": 173674, + "TP": 0, + "n_pred": 42, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6809472551130248, + "FN": 5125, + "FP": 803, + "IoU": 0.5162395952342093, + "TN": 162978, + "TP": 6326, + "n_pred": 7129, + "n_ref": 11451 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 175068, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "6": { + "Dice": 0.7698030634573304, + "FN": 917, + "FP": 3291, + "IoU": 0.6257559587335468, + "TN": 163988, + "TP": 7036, + "n_pred": 10327, + "n_ref": 7953 + }, + "7": { + "Dice": 0.002162960618290206, + "FN": 16158, + "FP": 21671, + "IoU": 0.0010826511750726168, + "TN": 137362, + "TP": 41, + "n_pred": 21712, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6226941842565293, + "FN": 11621, + "FP": 2840, + "IoU": 0.45211032810487234, + "TN": 148838, + "TP": 11933, + "n_pred": 14773, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.031143940906368538, + "FN": 7866, + "FP": 1840, + "IoU": 0.015818292435611437, + "TN": 165370, + "TP": 156, + "n_pred": 1996, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 289, + "IoU": 0.0, + "TN": 174943, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "6": { + "Dice": 0.9250604455795322, + "FN": 7766, + "FP": 3795, + "IoU": 0.8605697332239857, + "TN": 92316, + "TP": 71355, + "n_pred": 75150, + "n_ref": 79121 + }, + "7": { + "Dice": 0.3594480556505873, + "FN": 4256, + "FP": 6978, + "IoU": 0.2191019046295009, + "TN": 160846, + "TP": 3152, + "n_pred": 10130, + "n_ref": 7408 + }, + "8": { + "Dice": 0.8049289099526067, + "FN": 925, + "FP": 104, + "IoU": 0.6735406091370558, + "TN": 172080, + "TP": 2123, + "n_pred": 2227, + "n_ref": 3048 + }, + "9": { + "Dice": 0.6134881643590889, + "FN": 4261, + "FP": 66, + "IoU": 0.44246875402654295, + "TN": 167471, + "TP": 3434, + "n_pred": 3500, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8346601750115139, + "FN": 2737, + "FP": 4802, + "IoU": 0.7162375790424571, + "TN": 148664, + "TP": 19029, + "n_pred": 23831, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0915032679738562, + "FN": 139, + "FP": 0, + "IoU": 0.04794520547945205, + "TN": 175086, + "TP": 7, + "n_pred": 7, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6645734821259693, + "FN": 7085, + "FP": 1782, + "IoU": 0.49764885842161916, + "TN": 157581, + "TP": 8784, + "n_pred": 10566, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 267, + "FP": 0, + "IoU": 0.0, + "TN": 174965, + "TP": 0, + "n_pred": 0, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7968866616910119, + "FN": 163, + "FP": 1742, + "IoU": 0.662353775257001, + "TN": 169590, + "TP": 3737, + "n_pred": 5479, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7180130063464703, + "FN": 1501, + "FP": 2098, + "IoU": 0.5600782300452267, + "TN": 167051, + "TP": 4582, + "n_pred": 6680, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 174454, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "10": { + "Dice": 0.08180519518381388, + "FN": 24930, + "FP": 6565, + "IoU": 0.04264696942063347, + "TN": 142334, + "TP": 1403, + "n_pred": 7968, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 10, + "IoU": 0.0, + "TN": 170833, + "TP": 0, + "n_pred": 10, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 266, + "IoU": 0.0, + "TN": 174966, + "TP": 0, + "n_pred": 266, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4631, + "IoU": 0.0, + "TN": 170601, + "TP": 0, + "n_pred": 4631, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8755020080321285, + "FN": 4141, + "FP": 2059, + "IoU": 0.7785714285714286, + "TN": 147232, + "TP": 21800, + "n_pred": 23859, + "n_ref": 25941 + }, + "7": { + "Dice": 0.6351312580691436, + "FN": 12207, + "FP": 8141, + "IoU": 0.465342372168795, + "TN": 137174, + "TP": 17710, + "n_pred": 25851, + "n_ref": 29917 + }, + "8": { + "Dice": 0.7988668555240793, + "FN": 268, + "FP": 16, + "IoU": 0.6650943396226415, + "TN": 174384, + "TP": 564, + "n_pred": 580, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.9588916876574307, + "FN": 1031, + "FP": 601, + "IoU": 0.921029710635827, + "TN": 154566, + "TP": 19034, + "n_pred": 19635, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8890000950812945, + "FN": 21993, + "FP": 188, + "IoU": 0.8001801720643215, + "TN": 64227, + "TP": 88824, + "n_pred": 89012, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0317.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.20873237412842816, + "FN": 2613.108333333333, + "FP": 1460.1583333333333, + "IoU": 0.164482829758124, + "TN": 169690.68333333332, + "TP": 1468.05, + "n_pred": 2928.2083333333335, + "n_ref": 4081.1583333333333 + }, + "mean": { + "1": { + "Dice": 0.31977139112532893, + "FN": 66.75, + "FP": 2928.125, + "IoU": 0.2714038470984455, + "TN": 171379.25, + "TP": 857.875, + "n_pred": 3786.0, + "n_ref": 924.625 + }, + "10": { + "Dice": 0.2793681832006395, + "FN": 1045.75, + "FP": 1314.25, + "IoU": 0.21422285160944043, + "TN": 171194.5, + "TP": 1677.5, + "n_pred": 2991.75, + "n_ref": 2723.25 + }, + "11": { + "Dice": 0.14878424316866626, + "FN": 875.375, + "FP": 0.75, + "IoU": 0.0877691222812314, + "TN": 174290.625, + "TP": 65.25, + "n_pred": 66.0, + "n_ref": 940.625 + }, + "12": { + "Dice": 0.20411041708643965, + "FN": 544.375, + "FP": 1.0, + "IoU": 0.12822784810126583, + "TN": 174560.0, + "TP": 126.625, + "n_pred": 127.625, + "n_ref": 671.0 + }, + "13": { + "Dice": 0.06842445195851221, + "FN": 1904.75, + "FP": 1971.75, + "IoU": 0.04304904866622048, + "TN": 170680.125, + "TP": 675.375, + "n_pred": 2647.125, + "n_ref": 2580.125 + }, + "14": { + "Dice": 0.6293966336744394, + "FN": 449.0, + "FP": 2864.75, + "IoU": 0.4592113583974215, + "TN": 169104.375, + "TP": 2813.875, + "n_pred": 5678.625, + "n_ref": 3262.875 + }, + "15": { + "Dice": 0.008415424978961437, + "FN": 2204.5, + "FP": 299.375, + "IoU": 0.004225492145555777, + "TN": 172717.5, + "TP": 10.625, + "n_pred": 310.0, + "n_ref": 2215.125 + }, + "2": { + "Dice": 0.17142591259893566, + "FN": 6608.375, + "FP": 2110.125, + "IoU": 0.1599083008007287, + "TN": 165239.875, + "TP": 1273.625, + "n_pred": 3383.75, + "n_ref": 7882.0 + }, + "3": { + "Dice": 0.001912808612985444, + "FN": 13453.125, + "FP": 1522.875, + "IoU": 0.0009598616367678482, + "TN": 160210.375, + "TP": 45.625, + "n_pred": 1568.5, + "n_ref": 13498.75 + }, + "4": { + "Dice": 0.06172839506172839, + "FN": 56.125, + "FP": 6.75, + "IoU": 0.03289473684210526, + "TN": 175164.75, + "TP": 4.375, + "n_pred": 11.125, + "n_ref": 60.5 + }, + "5": { + "Dice": 0.030565461029037188, + "FN": 353.25, + "FP": 372.5, + "IoU": 0.01601708489054992, + "TN": 174483.75, + "TP": 22.5, + "n_pred": 395.0, + "n_ref": 375.75 + }, + "6": { + "Dice": 0.3916486964936749, + "FN": 5078.625, + "FP": 1662.625, + "IoU": 0.333538680343299, + "TN": 158822.875, + "TP": 9667.875, + "n_pred": 11330.5, + "n_ref": 14746.5 + }, + "7": { + "Dice": 0.10803755032228761, + "FN": 1393.375, + "FP": 6478.5, + "IoU": 0.06251630795981936, + "TN": 166546.25, + "TP": 813.875, + "n_pred": 7292.375, + "n_ref": 2207.25 + }, + "8": { + "Dice": 0.5322943165968606, + "FN": 4433.0, + "FP": 8.375, + "IoU": 0.49758152510612835, + "TN": 168882.375, + "TP": 1908.25, + "n_pred": 1916.625, + "n_ref": 6341.25 + }, + "9": { + "Dice": 0.17510172601792506, + "FN": 730.25, + "FP": 360.625, + "IoU": 0.1557163804928811, + "TN": 172083.625, + "TP": 2057.5, + "n_pred": 2418.125, + "n_ref": 2787.75 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16384, + "IoU": 0.0, + "TN": 158848, + "TP": 0, + "n_pred": 16384, + "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": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 363, + "IoU": 0.0, + "TN": 173933, + "TP": 0, + "n_pred": 363, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16936, + "FP": 0, + "IoU": 0.0, + "TN": 158296, + "TP": 0, + "n_pred": 0, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7645, + "IoU": 0.0, + "TN": 167587, + "TP": 0, + "n_pred": 7645, + "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": 1453, + "IoU": 0.0, + "TN": 173779, + "TP": 0, + "n_pred": 1453, + "n_ref": 0 + }, + "6": { + "Dice": 0.5806326109792631, + "FN": 30549, + "FP": 1788, + "IoU": 0.40907844964640094, + "TN": 120509, + "TP": 22386, + "n_pred": 24174, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3671, + "IoU": 0.0, + "TN": 171561, + "TP": 0, + "n_pred": 3671, + "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": 2810, + "FP": 123, + "IoU": 0.0, + "TN": 172299, + "TP": 0, + "n_pred": 123, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6293966336744394, + "FN": 3592, + "FP": 22918, + "IoU": 0.4592113583974215, + "TN": 126211, + "TP": 22511, + "n_pred": 45429, + "n_ref": 26103 + }, + "15": { + "Dice": 0.008415424978961437, + "FN": 17636, + "FP": 2395, + "IoU": 0.004225492145555777, + "TN": 155116, + "TP": 85, + "n_pred": 2480, + "n_ref": 17721 + }, + "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": 355, + "IoU": 0.0, + "TN": 174877, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6952598333244865, + "FN": 468, + "FP": 5273, + "IoU": 0.5328722538649309, + "TN": 162942, + "TP": 6549, + "n_pred": 11822, + "n_ref": 7017 + }, + "10": { + "Dice": 0.1744186046511628, + "FN": 2974, + "FP": 1144, + "IoU": 0.09554140127388536, + "TN": 170679, + "TP": 435, + "n_pred": 1579, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4082208341728793, + "FN": 2929, + "FP": 8, + "IoU": 0.25645569620253167, + "TN": 171282, + "TP": 1013, + "n_pred": 1021, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3665, + "IoU": 0.0, + "TN": 171567, + "TP": 0, + "n_pred": 3665, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2241, + "IoU": 0.0, + "TN": 172991, + "TP": 0, + "n_pred": 2241, + "n_ref": 0 + }, + "3": { + "Dice": 0.0028417005627681506, + "FN": 35527, + "FP": 265, + "IoU": 0.0014228719694222025, + "TN": 139389, + "TP": 51, + "n_pred": 316, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 705, + "IoU": 0.0, + "TN": 174445, + "TP": 0, + "n_pred": 705, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8347, + "IoU": 0.0, + "TN": 166885, + "TP": 0, + "n_pred": 8347, + "n_ref": 0 + }, + "7": { + "Dice": 0.2903584000756019, + "FN": 10120, + "FP": 19917, + "IoU": 0.16983582997070368, + "TN": 139050, + "TP": 6145, + "n_pred": 26062, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9728153242357686, + "FN": 688, + "FP": 67, + "IoU": 0.9470695457094784, + "TN": 160968, + "TP": 13509, + "n_pred": 13576, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1746, + "IoU": 0.0, + "TN": 173486, + "TP": 0, + "n_pred": 1746, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.09169638308711156, + "FN": 2744, + "FP": 822, + "IoU": 0.04805125467164976, + "TN": 171486, + "TP": 180, + "n_pred": 1002, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 175158, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.09177330895795247, + "FN": 34776, + "FP": 0, + "IoU": 0.04809350450277831, + "TN": 138699, + "TP": 1757, + "n_pred": 1757, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 582, + "IoU": 0.0, + "TN": 174650, + "TP": 0, + "n_pred": 582, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "11": { + "Dice": 0.09326424870466321, + "FN": 1925, + "FP": 0, + "IoU": 0.04891304347826087, + "TN": 173208, + "TP": 99, + "n_pred": 99, + "n_ref": 2024 + }, + "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": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.06788710907704043, + "FN": 35298, + "FP": 1362, + "IoU": 0.03513620213185945, + "TN": 137237, + "TP": 1335, + "n_pred": 2697, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3843, + "IoU": 0.0, + "TN": 171389, + "TP": 0, + "n_pred": 3843, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8394250704684697, + "FN": 6136, + "FP": 757, + "IoU": 0.72328382175833, + "TN": 150322, + "TP": 18017, + "n_pred": 18774, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1224, + "IoU": 0.0, + "TN": 174008, + "TP": 0, + "n_pred": 1224, + "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": 499, + "IoU": 0.0, + "TN": 174733, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.8210042927024059, + "FN": 824, + "FP": 4555, + "IoU": 0.6963590177815411, + "TN": 157517, + "TP": 12336, + "n_pred": 16891, + "n_ref": 13160 + }, + "11": { + "Dice": 0.35308848080133554, + "FN": 1544, + "FP": 6, + "IoU": 0.21439432336543335, + "TN": 173259, + "TP": 423, + "n_pred": 429, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41054671175107327, + "FN": 14302, + "FP": 1213, + "IoU": 0.2582942919973229, + "TN": 154314, + "TP": 5403, + "n_pred": 6616, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9606683665165735, + "FN": 633, + "FP": 92, + "IoU": 0.9243136026725128, + "TN": 165653, + "TP": 8854, + "n_pred": 8946, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.12345679012345678, + "FN": 449, + "FP": 48, + "IoU": 0.06578947368421052, + "TN": 174700, + "TP": 35, + "n_pred": 83, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9298344975143162, + "FN": 3944, + "FP": 1631, + "IoU": 0.868869810655063, + "TN": 132717, + "TP": 36940, + "n_pred": 38571, + "n_ref": 40884 + }, + "7": { + "Dice": 0.24982935153583619, + "FN": 1027, + "FP": 1171, + "IoU": 0.14274570982839313, + "TN": 172668, + "TP": 366, + "n_pred": 1537, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8755086300896253, + "FN": 3032, + "FP": 1649, + "IoU": 0.7785819024644056, + "TN": 154091, + "TP": 16460, + "n_pred": 18109, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9035971223021583, + "FN": 66, + "FP": 1, + "IoU": 0.8241469816272966, + "TN": 174851, + "TP": 314, + "n_pred": 315, + "n_ref": 380 + }, + "10": { + "Dice": 0.12204983544898919, + "FN": 4568, + "FP": 4769, + "IoU": 0.06499098738233527, + "TN": 165246, + "TP": 649, + "n_pred": 5418, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10488, + "IoU": 0.0, + "TN": 164744, + "TP": 0, + "n_pred": 10488, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13179, + "IoU": 0.0, + "TN": 162053, + "TP": 0, + "n_pred": 13179, + "n_ref": 0 + }, + "3": { + "Dice": 0.008635151115144514, + "FN": 72098, + "FP": 0, + "IoU": 0.004336297851184887, + "TN": 102820, + "TP": 314, + "n_pred": 314, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 704, + "IoU": 0.0, + "TN": 174528, + "TP": 0, + "n_pred": 704, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25845, + "IoU": 0.0, + "TN": 149387, + "TP": 0, + "n_pred": 25845, + "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": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2954493/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.22727932593248307, + "FN": 2265.2733333333335, + "FP": 1359.1621428571427, + "IoU": 0.17813698075447676, + "TN": 173775.13952380954, + "TP": 2213.2249999999995, + "n_pred": 3572.387142857143, + "n_ref": 4478.498333333333 + }, + "mean": { + "1": { + "Dice": 0.16980299651933756, + "FN": 4225.475, + "FP": 969.5535714285713, + "IoU": 0.1395813704217707, + "TN": 172278.17142857143, + "TP": 2139.6, + "n_pred": 3109.1535714285715, + "n_ref": 6365.075 + }, + "10": { + "Dice": 0.24810524225074237, + "FN": 2513.375, + "FP": 1403.8607142857143, + "IoU": 0.18713153679519773, + "TN": 173528.65, + "TP": 2166.9142857142856, + "n_pred": 3570.775, + "n_ref": 4680.289285714285 + }, + "11": { + "Dice": 0.0795335004339778, + "FN": 233.57142857142858, + "FP": 17.675, + "IoU": 0.04774422801396427, + "TN": 179326.37857142856, + "TP": 35.175, + "n_pred": 52.85, + "n_ref": 268.74642857142857 + }, + "12": { + "Dice": 0.14423681569164476, + "FN": 245.56785714285715, + "FP": 6.875, + "IoU": 0.0883120745303815, + "TN": 179306.93214285714, + "TP": 53.425, + "n_pred": 60.3, + "n_ref": 298.99285714285713 + }, + "13": { + "Dice": 0.13653616949622976, + "FN": 2371.1607142857147, + "FP": 1723.4464285714287, + "IoU": 0.0892954774821918, + "TN": 174624.13928571428, + "TP": 894.0535714285713, + "n_pred": 2617.5, + "n_ref": 3265.2142857142853 + }, + "14": { + "Dice": 0.6313382216345248, + "FN": 1131.892857142857, + "FP": 988.575, + "IoU": 0.53074735675992, + "TN": 173131.97857142857, + "TP": 4360.353571428572, + "n_pred": 5348.928571428572, + "n_ref": 5492.246428571429 + }, + "15": { + "Dice": 0.17256324927059366, + "FN": 1607.1214285714286, + "FP": 1008.9785714285714, + "IoU": 0.10213909549997022, + "TN": 176452.22142857144, + "TP": 544.4785714285714, + "n_pred": 1553.457142857143, + "n_ref": 2151.6 + }, + "2": { + "Dice": 0.24512978782975678, + "FN": 1907.1607142857144, + "FP": 1574.9214285714286, + "IoU": 0.21911389657586716, + "TN": 173877.58928571426, + "TP": 2253.1285714285714, + "n_pred": 3828.05, + "n_ref": 4160.289285714285 + }, + "3": { + "Dice": 0.07600838757593915, + "FN": 4009.05, + "FP": 616.2857142857143, + "IoU": 0.06268054981864261, + "TN": 174582.66428571427, + "TP": 404.8, + "n_pred": 1021.0857142857143, + "n_ref": 4413.85 + }, + "4": { + "Dice": 0.19517573015055145, + "FN": 665.0535714285713, + "FP": 247.7, + "IoU": 0.1303329201229623, + "TN": 178408.20357142857, + "TP": 291.84285714285716, + "n_pred": 539.5428571428572, + "n_ref": 956.8964285714286 + }, + "5": { + "Dice": 0.006113092205807438, + "FN": 1173.675, + "FP": 86.44285714285715, + "IoU": 0.003203416978109984, + "TN": 178348.18214285714, + "TP": 4.5, + "n_pred": 90.94285714285715, + "n_ref": 1178.175 + }, + "6": { + "Dice": 0.4118396332856583, + "FN": 3191.7214285714285, + "FP": 7176.1392857142855, + "IoU": 0.3549469396114778, + "TN": 155059.48571428572, + "TP": 14185.45357142857, + "n_pred": 21361.59285714286, + "n_ref": 17377.175 + }, + "7": { + "Dice": 0.1332465013011293, + "FN": 7743.528571428571, + "FP": 2883.525, + "IoU": 0.08540277238183511, + "TN": 166483.66785714286, + "TP": 2502.078571428571, + "n_pred": 5385.603571428571, + "n_ref": 10245.607142857143 + }, + "8": { + "Dice": 0.48197080979182083, + "FN": 1996.2428571428572, + "FP": 798.875, + "IoU": 0.4249120303285725, + "TN": 174596.06428571427, + "TP": 2221.6178571428572, + "n_pred": 3020.4928571428572, + "n_ref": 4217.8607142857145 + }, + "9": { + "Dice": 0.27758975154953197, + "FN": 964.5035714285714, + "FP": 884.5785714285714, + "IoU": 0.20651104599628817, + "TN": 176622.76428571428, + "TP": 1140.9535714285714, + "n_pred": 2025.5321428571428, + "n_ref": 2105.4571428571426 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_001/summary.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8678d54f06e76adffe5f3a661b85f5629ffc615 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5093564382690627, + "FN": 51166.51333333332, + "FP": 53502.209333333325, + "IoU": 0.3875893077302826, + "TN": 96216868.1, + "TP": 135424.01733333332, + "n_pred": 188926.22666666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.72357117443329, + "FN": 63724.98, + "FP": 24673.5, + "IoU": 0.6101016294415879, + "TN": 96237999.2, + "TP": 130563.16, + "n_pred": 155236.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4849321352855413, + "FN": 41856.4, + "FP": 16607.44, + "IoU": 0.3415538309353882, + "TN": 96366130.84, + "TP": 32366.16, + "n_pred": 48973.6, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5048773707582669, + "FN": 2076.0, + "FP": 542.2, + "IoU": 0.3618099732167525, + "TN": 96452718.26, + "TP": 1624.38, + "n_pred": 2166.58, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.07448532071973121, + "FN": 4038.22, + "FP": 25.1, + "IoU": 0.04422580179993148, + "TN": 96452699.08, + "TP": 198.44, + "n_pred": 223.54, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3876293408518461, + "FN": 37128.84, + "FP": 23422.68, + "IoU": 0.2528526894661774, + "TN": 96375680.02, + "TP": 20729.3, + "n_pred": 44151.98, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6560497658441927, + "FN": 46940.32, + "FP": 26897.24, + "IoU": 0.5361425489505437, + "TN": 96291705.46, + "TP": 91417.82, + "n_pred": 118315.06, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.36755284727870075, + "FN": 26487.44, + "FP": 50644.7, + "IoU": 0.27599559497934145, + "TN": 96352269.1, + "TP": 27559.6, + "n_pred": 78204.3, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6636785391873886, + "FN": 30885.56, + "FP": 100807.98, + "IoU": 0.5047739148084167, + "TN": 96199311.16, + "TP": 125956.14, + "n_pred": 226764.12, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.46971516352696346, + "FN": 98440.4, + "FP": 30611.64, + "IoU": 0.33684814825207304, + "TN": 96262946.62, + "TP": 64962.18, + "n_pred": 95573.82, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.42537254277399295, + "FN": 17033.48, + "FP": 4311.02, + "IoU": 0.3135326408240696, + "TN": 96426072.32, + "TP": 9544.02, + "n_pred": 13855.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2717150362694417, + "FN": 14664.38, + "FP": 954.1, + "IoU": 0.18473737754814915, + "TN": 96438854.58, + "TP": 2487.78, + "n_pred": 3441.88, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8478518536744083, + "FN": 182024.78, + "FP": 249290.24, + "IoU": 0.748931911538125, + "TN": 94848446.98, + "TP": 1177198.84, + "n_pred": 1426489.08, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5064028110872055, + "FN": 137381.92, + "FP": 183607.8, + "IoU": 0.3607756819612783, + "TN": 95934428.38, + "TP": 201542.74, + "n_pred": 385150.54, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6658350806087308, + "FN": 22512.02, + "FP": 84841.52, + "IoU": 0.5112716920888192, + "TN": 96239750.14, + "TP": 109857.16, + "n_pred": 194698.68, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5906775917362406, + "FN": 42302.96, + "FP": 5295.98, + "IoU": 0.43028618014358594, + "TN": 96374009.36, + "TP": 35352.54, + "n_pred": 40648.52, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7430530323375618, + "FN": 22136, + "FP": 26659, + "IoU": 0.591157026870774, + "TN": 119473971, + "TP": 70554, + "n_pred": 97213, + "n_ref": 92690 + }, + "10": { + "Dice": 0.2762152695602783, + "FN": 60746, + "FP": 15711, + "IoU": 0.16023768205083144, + "TN": 119502274, + "TP": 14589, + "n_pred": 30300, + "n_ref": 75335 + }, + "11": { + "Dice": 0.5295818076700713, + "FN": 2172, + "FP": 269, + "IoU": 0.3601572739187418, + "TN": 119589505, + "TP": 1374, + "n_pred": 1643, + "n_ref": 3546 + }, + "12": { + "Dice": 0.13803169307756463, + "FN": 4134, + "FP": 0, + "IoU": 0.07413213885778276, + "TN": 119588855, + "TP": 331, + "n_pred": 331, + "n_ref": 4465 + }, + "13": { + "Dice": 0.24841814855909078, + "FN": 40331, + "FP": 34858, + "IoU": 0.14182502996062318, + "TN": 119505705, + "TP": 12426, + "n_pred": 47284, + "n_ref": 52757 + }, + "14": { + "Dice": 0.265883299235867, + "FN": 209471, + "FP": 446, + "IoU": 0.15332491701320125, + "TN": 119345389, + "TP": 38014, + "n_pred": 38460, + "n_ref": 247485 + }, + "15": { + "Dice": 0.02770326129135665, + "FN": 30400, + "FP": 142487, + "IoU": 0.014046193327630454, + "TN": 119417970, + "TP": 2463, + "n_pred": 144950, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6920688111160863, + "FN": 21013, + "FP": 85582, + "IoU": 0.5291324321936567, + "TN": 119366940, + "TP": 119785, + "n_pred": 205367, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5538585728123991, + "FN": 84613, + "FP": 53557, + "IoU": 0.3829905999508786, + "TN": 119369385, + "TP": 85765, + "n_pred": 139322, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5598222435300517, + "FN": 47344, + "FP": 399, + "IoU": 0.38871746283753505, + "TN": 119515217, + "TP": 30360, + "n_pred": 30759, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 2086, + "IoU": 0.0, + "TN": 119526970, + "TP": 0, + "n_pred": 2086, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8825003635616326, + "FN": 168505, + "FP": 101359, + "IoU": 0.7897097545143626, + "TN": 118310027, + "TP": 1013429, + "n_pred": 1114788, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 397397, + "IoU": 0.0, + "TN": 119195923, + "TP": 0, + "n_pred": 397397, + "n_ref": 0 + }, + "8": { + "Dice": 0.5669478426729808, + "FN": 79627, + "FP": 236411, + "IoU": 0.3956226155302487, + "TN": 119070405, + "TP": 206877, + "n_pred": 443288, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5643738328074259, + "FN": 45860, + "FP": 1493, + "IoU": 0.39312033014213027, + "TN": 119515293, + "TP": 30674, + "n_pred": 32167, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8896786605377034, + "FN": 23468, + "FP": 17476, + "IoU": 0.8012803401297812, + "TN": 72619621, + "TP": 165095, + "n_pred": 182571, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5079629279364479, + "FN": 28167, + "FP": 49875, + "IoU": 0.3404492672785356, + "TN": 72707334, + "TP": 40284, + "n_pred": 90159, + "n_ref": 68451 + }, + "11": { + "Dice": 0.49970443349753696, + "FN": 979, + "FP": 1560, + "IoU": 0.3330706593117941, + "TN": 72821853, + "TP": 1268, + "n_pred": 2828, + "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": 0.38962841085924416, + "FN": 30528, + "FP": 31053, + "IoU": 0.24194938204736816, + "TN": 72744424, + "TP": 19655, + "n_pred": 50708, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7869261984019316, + "FN": 11051, + "FP": 24602, + "IoU": 0.6487043058429401, + "TN": 72724170, + "TP": 65837, + "n_pred": 90439, + "n_ref": 76888 + }, + "15": { + "Dice": 0.18932817899607568, + "FN": 26319, + "FP": 112087, + "IoU": 0.10456239325086693, + "TN": 72671092, + "TP": 16162, + "n_pred": 128249, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7638699512165561, + "FN": 9793, + "FP": 68137, + "IoU": 0.6179527404647515, + "TN": 72621680, + "TP": 126050, + "n_pred": 194187, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6159518562468215, + "FN": 69011, + "FP": 3485, + "IoU": 0.4450364382387164, + "TN": 72695028, + "TP": 58136, + "n_pred": 61621, + "n_ref": 127147 + }, + "4": { + "Dice": 0.477963967454475, + "FN": 17141, + "FP": 4417, + "IoU": 0.3140293378305279, + "TN": 72794233, + "TP": 9869, + "n_pred": 14286, + "n_ref": 27010 + }, + "5": { + "Dice": 0.14918067673973187, + "FN": 7938, + "FP": 58, + "IoU": 0.08060250661147522, + "TN": 72816963, + "TP": 701, + "n_pred": 759, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9126557324285541, + "FN": 118923, + "FP": 89493, + "IoU": 0.8393438579181056, + "TN": 71528380, + "TP": 1088864, + "n_pred": 1178357, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5757274834997815, + "FN": 101188, + "FP": 101753, + "IoU": 0.4042256498176929, + "TN": 72485026, + "TP": 137693, + "n_pred": 239446, + "n_ref": 238881 + }, + "8": { + "Dice": 0.49863200597998447, + "FN": 23840, + "FP": 45245, + "IoU": 0.33211844662071366, + "TN": 72722221, + "TP": 34354, + "n_pred": 79599, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5704856533625899, + "FN": 45746, + "FP": 2799, + "IoU": 0.39907654981184393, + "TN": 72744876, + "TP": 32239, + "n_pred": 35038, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7197768869666121, + "FN": 96286, + "FP": 31220, + "IoU": 0.5622276926880014, + "TN": 71518227, + "TP": 163755, + "n_pred": 194975, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7004450190189693, + "FN": 37370, + "FP": 10826, + "IoU": 0.538988368533823, + "TN": 71704944, + "TP": 56348, + "n_pred": 67174, + "n_ref": 93718 + }, + "11": { + "Dice": 0.333487725798981, + "FN": 2649, + "FP": 229, + "IoU": 0.2001111728738188, + "TN": 71805890, + "TP": 720, + "n_pred": 949, + "n_ref": 3369 + }, + "12": { + "Dice": 0.00425273390036452, + "FN": 6495, + "FP": 61, + "IoU": 0.00213089802130898, + "TN": 71802918, + "TP": 14, + "n_pred": 75, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5906741591124994, + "FN": 27216, + "FP": 23628, + "IoU": 0.41911823509922425, + "TN": 71721959, + "TP": 36685, + "n_pred": 60313, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7304588783243898, + "FN": 221131, + "FP": 1038, + "IoU": 0.5753723655365256, + "TN": 71286279, + "TP": 301040, + "n_pred": 302078, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 2030, + "IoU": 0.0, + "TN": 71626795, + "TP": 0, + "n_pred": 2030, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5723081973560717, + "FN": 10893, + "FP": 192347, + "IoU": 0.4008625645228332, + "TN": 71470267, + "TP": 135981, + "n_pred": 328328, + "n_ref": 146874 + }, + "3": { + "Dice": 0.0065125628140703514, + "FN": 184347, + "FP": 13357, + "IoU": 0.003266919415987739, + "TN": 71611136, + "TP": 648, + "n_pred": 14005, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7850467289719626, + "FN": 3265, + "FP": 2600, + "IoU": 0.6461538461538462, + "TN": 71792913, + "TP": 10710, + "n_pred": 13310, + "n_ref": 13975 + }, + "5": { + "Dice": 0.5516096913375373, + "FN": 6188, + "FP": 567, + "IoU": 0.38084326306141153, + "TN": 71798578, + "TP": 4155, + "n_pred": 4722, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8917367304937057, + "FN": 50379, + "FP": 240468, + "IoU": 0.8046253584592349, + "TN": 70320825, + "TP": 1197816, + "n_pred": 1438284, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.789592981988306, + "FN": 33793, + "FP": 73515, + "IoU": 0.6523367513890914, + "TN": 71500833, + "TP": 201347, + "n_pred": 274862, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7926224645844558, + "FN": 8414, + "FP": 29691, + "IoU": 0.6564827001784974, + "TN": 71698562, + "TP": 72821, + "n_pred": 102512, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6156185414821376, + "FN": 46454, + "FP": 5622, + "IoU": 0.444688519695451, + "TN": 71715710, + "TP": 41702, + "n_pred": 47324, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8756427015250544, + "FN": 43378, + "FP": 5140, + "IoU": 0.7787939854286157, + "TN": 135226176, + "TP": 170816, + "n_pred": 175956, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5088926908844945, + "FN": 53160, + "FP": 8555, + "IoU": 0.34128508912370586, + "TN": 135351820, + "TP": 31975, + "n_pred": 40530, + "n_ref": 85135 + }, + "11": { + "Dice": 0.3850904278782532, + "FN": 2674, + "FP": 114, + "IoU": 0.23845943731220978, + "TN": 135441849, + "TP": 873, + "n_pred": 987, + "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": 0.6180773315010307, + "FN": 15836, + "FP": 14735, + "IoU": 0.44725898604180225, + "TN": 135390202, + "TP": 24737, + "n_pred": 39472, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8700950149204547, + "FN": 24197, + "FP": 11282, + "IoU": 0.7700603381789666, + "TN": 135291213, + "TP": 118818, + "n_pred": 130100, + "n_ref": 143015 + }, + "15": { + "Dice": 0.31197995648447285, + "FN": 27640, + "FP": 76712, + "IoU": 0.18482005452656414, + "TN": 135317499, + "TP": 23659, + "n_pred": 100371, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7332215399149741, + "FN": 54316, + "FP": 58638, + "IoU": 0.5788080260425018, + "TN": 135177333, + "TP": 155223, + "n_pred": 213861, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6359874263094948, + "FN": 76640, + "FP": 95325, + "IoU": 0.46626214345572486, + "TN": 135123320, + "TP": 150225, + "n_pred": 245550, + "n_ref": 226865 + }, + "4": { + "Dice": 0.673387159502808, + "FN": 15198, + "FP": 5797, + "IoU": 0.5075988554810263, + "TN": 135402872, + "TP": 21643, + "n_pred": 27440, + "n_ref": 36841 + }, + "5": { + "Dice": 0.012328184781068443, + "FN": 27870, + "FP": 10, + "IoU": 0.006202324089256434, + "TN": 135417456, + "TP": 174, + "n_pred": 184, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8923800253831405, + "FN": 208309, + "FP": 142409, + "IoU": 0.8056734672845051, + "TN": 133640723, + "TP": 1454069, + "n_pred": 1596478, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3143641598753508, + "FN": 90827, + "FP": 380898, + "IoU": 0.1864958921685625, + "TN": 134865642, + "TP": 108143, + "n_pred": 489041, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6585571353343865, + "FN": 77027, + "FP": 143429, + "IoU": 0.4909319305959017, + "TN": 135012452, + "TP": 212602, + "n_pred": 356031, + "n_ref": 289629 + }, + "9": { + "Dice": 0.22298817473316654, + "FN": 85645, + "FP": 695, + "IoU": 0.12548491324737412, + "TN": 135346781, + "TP": 12389, + "n_pred": 13084, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5084362016704164, + "FN": 167062, + "FP": 5325, + "IoU": 0.34087459231701583, + "TN": 105492466, + "TP": 89152, + "n_pred": 94477, + "n_ref": 256214 + }, + "10": { + "Dice": 0.21889757335188445, + "FN": 47112, + "FP": 48327, + "IoU": 0.12290004778884682, + "TN": 105645193, + "TP": 13373, + "n_pred": 61700, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6241983753740915, + "FN": 1009, + "FP": 749, + "IoU": 0.4536979490366687, + "TN": 105750787, + "TP": 1460, + "n_pred": 2209, + "n_ref": 2469 + }, + "12": { + "Dice": 0.08728975942090696, + "FN": 4199, + "FP": 88, + "IoU": 0.0456366874443455, + "TN": 105749513, + "TP": 205, + "n_pred": 293, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5180672631548664, + "FN": 44887, + "FP": 22119, + "IoU": 0.34958891876413545, + "TN": 105650984, + "TP": 36015, + "n_pred": 58134, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8822849558368226, + "FN": 40025, + "FP": 1836, + "IoU": 0.7893648389580199, + "TN": 105555268, + "TP": 156876, + "n_pred": 158712, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7086158977209561, + "FN": 8810, + "FP": 6916, + "IoU": 0.5487258953168044, + "TN": 105719157, + "TP": 19122, + "n_pred": 26038, + "n_ref": 27932 + }, + "2": { + "Dice": 0.5885832918400243, + "FN": 13404, + "FP": 181596, + "IoU": 0.4170159588144197, + "TN": 105419519, + "TP": 139486, + "n_pred": 321082, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6113263910321625, + "FN": 91239, + "FP": 10768, + "IoU": 0.4402232368241983, + "TN": 105571777, + "TP": 80221, + "n_pred": 90989, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6235002534782854, + "FN": 18716, + "FP": 8020, + "IoU": 0.4529606743871997, + "TN": 105705131, + "TP": 22138, + "n_pred": 30158, + "n_ref": 40854 + }, + "5": { + "Dice": 0.049717350340629074, + "FN": 12022, + "FP": 1090, + "IoU": 0.025492382014121146, + "TN": 105740550, + "TP": 343, + "n_pred": 1433, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8358998976105466, + "FN": 128734, + "FP": 424039, + "IoU": 0.7180653071799952, + "TN": 103793363, + "TP": 1407869, + "n_pred": 1831908, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5400947859206912, + "FN": 78580, + "FP": 244663, + "IoU": 0.3699519535323412, + "TN": 105240960, + "TP": 189802, + "n_pred": 434465, + "n_ref": 268382 + }, + "8": { + "Dice": 0.47785433499180435, + "FN": 6311, + "FP": 173670, + "IoU": 0.31393469493554116, + "TN": 105491667, + "TP": 82357, + "n_pred": 256027, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6985897983761314, + "FN": 29851, + "FP": 8942, + "IoU": 0.5367944691876918, + "TN": 105670256, + "TP": 44956, + "n_pred": 53898, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460730912191798, + "FN": 21379, + "FP": 5055, + "IoU": 0.8976648032581259, + "TN": 96879572, + "TP": 231874, + "n_pred": 236929, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7135225106714275, + "FN": 32840, + "FP": 31186, + "IoU": 0.5546327212020034, + "TN": 96994120, + "TP": 79734, + "n_pred": 110920, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7329729729729729, + "FN": 1188, + "FP": 541, + "IoU": 0.5784982935153583, + "TN": 97133778, + "TP": 2373, + "n_pred": 2914, + "n_ref": 3561 + }, + "12": { + "Dice": 0.46364242828552366, + "FN": 3128, + "FP": 88, + "IoU": 0.3017802865827182, + "TN": 97133274, + "TP": 1390, + "n_pred": 1478, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5821759358794644, + "FN": 16049, + "FP": 32536, + "IoU": 0.4106122548008686, + "TN": 97055447, + "TP": 33848, + "n_pred": 66384, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7583446941378249, + "FN": 100647, + "FP": 3758, + "IoU": 0.6107529928455054, + "TN": 96869657, + "TP": 163818, + "n_pred": 167576, + "n_ref": 264465 + }, + "15": { + "Dice": 0.07138868695807916, + "FN": 15596, + "FP": 160686, + "IoU": 0.03701559068710463, + "TN": 96954822, + "TP": 6776, + "n_pred": 167462, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6050259723563314, + "FN": 27410, + "FP": 116985, + "IoU": 0.4337184494956625, + "TN": 96882892, + "TP": 110593, + "n_pred": 227578, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5495605697011251, + "FN": 87928, + "FP": 27698, + "IoU": 0.37889246404993526, + "TN": 96951719, + "TP": 70535, + "n_pred": 98233, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6523092301051818, + "FN": 13139, + "FP": 2166, + "IoU": 0.48401995819567123, + "TN": 97108218, + "TP": 14357, + "n_pred": 16523, + "n_ref": 27496 + }, + "5": { + "Dice": 0.17377710539586486, + "FN": 12910, + "FP": 3474, + "IoU": 0.09515656928259789, + "TN": 97119773, + "TP": 1723, + "n_pred": 5197, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8617674803924816, + "FN": 56502, + "FP": 406699, + "IoU": 0.7571102262037228, + "TN": 95230838, + "TP": 1443841, + "n_pred": 1850540, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6435927089623269, + "FN": 97038, + "FP": 77083, + "IoU": 0.47448337473176533, + "TN": 96806547, + "TP": 157212, + "n_pred": 234295, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6337096312850357, + "FN": 9526, + "FP": 127497, + "IoU": 0.4638176816550774, + "TN": 96882327, + "TP": 118530, + "n_pred": 246027, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6483814850342238, + "FN": 28700, + "FP": 14554, + "IoU": 0.4797074602449058, + "TN": 97054746, + "TP": 39880, + "n_pred": 54434, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9271802040624973, + "FN": 10348, + "FP": 15281, + "IoU": 0.8642459876052757, + "TN": 130578002, + "TP": 163161, + "n_pred": 178442, + "n_ref": 173509 + }, + "10": { + "Dice": 0.27738289383263076, + "FN": 63726, + "FP": 6727, + "IoU": 0.161024114319738, + "TN": 130682817, + "TP": 13522, + "n_pred": 20249, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7466310873915945, + "FN": 1251, + "FP": 648, + "IoU": 0.5956993825846285, + "TN": 130762095, + "TP": 2798, + "n_pred": 3446, + "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": 0.3218381897086175, + "FN": 44755, + "FP": 25253, + "IoU": 0.19178018933271762, + "TN": 130680172, + "TP": 16612, + "n_pred": 41865, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9041183693848085, + "FN": 25424, + "FP": 2998, + "IoU": 0.8250146221332922, + "TN": 130604367, + "TP": 134003, + "n_pred": 137001, + "n_ref": 159427 + }, + "15": { + "Dice": 0.44445245562805674, + "FN": 10297, + "FP": 35934, + "IoU": 0.28572090723688276, + "TN": 130702068, + "TP": 18493, + "n_pred": 54427, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7188919502569067, + "FN": 50483, + "FP": 40117, + "IoU": 0.5611485700999768, + "TN": 130560344, + "TP": 115848, + "n_pred": 155965, + "n_ref": 166331 + }, + "3": { + "Dice": 0.723560341761772, + "FN": 42960, + "FP": 51095, + "IoU": 0.566858242841222, + "TN": 130549646, + "TP": 123091, + "n_pred": 174186, + "n_ref": 166051 + }, + "4": { + "Dice": 0.2431954158591051, + "FN": 25607, + "FP": 1336, + "IoU": 0.13843054489639295, + "TN": 130735520, + "TP": 4329, + "n_pred": 5665, + "n_ref": 29936 + }, + "5": { + "Dice": 0.23359550561797754, + "FN": 27151, + "FP": 133, + "IoU": 0.13224349596081675, + "TN": 130735350, + "TP": 4158, + "n_pred": 4291, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8609450037667087, + "FN": 207415, + "FP": 157508, + "IoU": 0.7558414708804608, + "TN": 129272177, + "TP": 1129692, + "n_pred": 1287200, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5968945030878188, + "FN": 89338, + "FP": 391793, + "IoU": 0.425409567848894, + "TN": 129929446, + "TP": 356215, + "n_pred": 748008, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7283585983285039, + "FN": 34783, + "FP": 110992, + "IoU": 0.5727704346297002, + "TN": 130425582, + "TP": 195435, + "n_pred": 306427, + "n_ref": 230218 + }, + "9": { + "Dice": 0.331489841986456, + "FN": 81470, + "FP": 1452, + "IoU": 0.19867415274301561, + "TN": 130663311, + "TP": 20559, + "n_pred": 22011, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6103190860473748, + "FN": 67662, + "FP": 102408, + "IoU": 0.4391792964267342, + "TN": 71932756, + "TP": 133182, + "n_pred": 235590, + "n_ref": 200844 + }, + "10": { + "Dice": 0.23148064102952004, + "FN": 51187, + "FP": 25014, + "IoU": 0.1308895149240964, + "TN": 72148331, + "TP": 11476, + "n_pred": 36490, + "n_ref": 62663 + }, + "11": { + "Dice": 0.2511715089034677, + "FN": 2285, + "FP": 112, + "IoU": 0.14362272240085744, + "TN": 72233209, + "TP": 402, + "n_pred": 514, + "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": 0.22336843230530762, + "FN": 57901, + "FP": 29279, + "IoU": 0.12572580402539185, + "TN": 72136291, + "TP": 12537, + "n_pred": 41816, + "n_ref": 70438 + }, + "14": { + "Dice": 0.24970219914477704, + "FN": 41144, + "FP": 155374, + "IoU": 0.14266269375575324, + "TN": 72006789, + "TP": 32701, + "n_pred": 188075, + "n_ref": 73845 + }, + "15": { + "Dice": 0.10759742977424358, + "FN": 19575, + "FP": 125419, + "IoU": 0.056857579601261914, + "TN": 72082273, + "TP": 8741, + "n_pred": 134160, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6545927797281188, + "FN": 37514, + "FP": 57235, + "IoU": 0.4865387741830597, + "TN": 72051478, + "TP": 89781, + "n_pred": 147016, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8586336691685261, + "FN": 15866, + "FP": 34310, + "IoU": 0.752285787634037, + "TN": 72033452, + "TP": 152380, + "n_pred": 186690, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 692, + "IoU": 0.0, + "TN": 72235316, + "TP": 0, + "n_pred": 692, + "n_ref": 0 + }, + "5": { + "Dice": 0.7796772265391513, + "FN": 1705, + "FP": 1981, + "IoU": 0.63891065830721, + "TN": 72225800, + "TP": 6522, + "n_pred": 8503, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6050646393736488, + "FN": 428469, + "FP": 985742, + "IoU": 0.4337581915637754, + "TN": 69738469, + "TP": 1083328, + "n_pred": 2069070, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3220868455957498, + "FN": 183728, + "FP": 470989, + "IoU": 0.19195680345572355, + "TN": 71425758, + "TP": 155533, + "n_pred": 626522, + "n_ref": 339261 + }, + "8": { + "Dice": 0.6837158669273252, + "FN": 7599, + "FP": 47894, + "IoU": 0.5194287842179557, + "TN": 72120535, + "TP": 59980, + "n_pred": 107874, + "n_ref": 67579 + }, + "9": { + "Dice": 0.25966326377670823, + "FN": 41824, + "FP": 2631, + "IoU": 0.14920288606916615, + "TN": 72183757, + "TP": 7796, + "n_pred": 10427, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11883708467309753, + "FN": 78348, + "FP": 79500, + "IoU": 0.06317213873655722, + "TN": 52384628, + "TP": 10644, + "n_pred": 90144, + "n_ref": 88992 + }, + "10": { + "Dice": 0.020842203434503173, + "FN": 46670, + "FP": 1625, + "IoU": 0.010530844721260424, + "TN": 52504311, + "TP": 514, + "n_pred": 2139, + "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": 0.09210829640634205, + "FN": 19817, + "FP": 15628, + "IoU": 0.048277528663104474, + "TN": 52515877, + "TP": 1798, + "n_pred": 17426, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3148108108108108, + "FN": 44917, + "FP": 2618, + "IoU": 0.18681036694893507, + "TN": 52494665, + "TP": 10920, + "n_pred": 13538, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 23762, + "IoU": 0.0, + "TN": 52504089, + "TP": 0, + "n_pred": 23762, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5541876797224431, + "FN": 52494, + "FP": 80371, + "IoU": 0.3833054068982163, + "TN": 52337673, + "TP": 82582, + "n_pred": 162953, + "n_ref": 135076 + }, + "3": { + "Dice": 1.3959559157121819e-05, + "FN": 143092, + "FP": 177, + "IoU": 6.979828296223913e-06, + "TN": 52409850, + "TP": 1, + "n_pred": 178, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 5212, + "IoU": 0.0, + "TN": 52546028, + "TP": 0, + "n_pred": 5212, + "n_ref": 1880 + }, + "5": { + "Dice": 0.598656743510619, + "FN": 2984, + "FP": 1438, + "IoU": 0.4272020725388601, + "TN": 52545400, + "TP": 3298, + "n_pred": 4736, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8136965315200301, + "FN": 167328, + "FP": 109940, + "IoU": 0.6859092577404606, + "TN": 51670356, + "TP": 605496, + "n_pred": 715436, + "n_ref": 772824 + }, + "7": { + "Dice": 0.19842614970486008, + "FN": 164205, + "FP": 68956, + "IoU": 0.11014044729409969, + "TN": 52291100, + "TP": 28859, + "n_pred": 97815, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6914591757111442, + "FN": 20542, + "FP": 14254, + "IoU": 0.5284200254790882, + "TN": 52479334, + "TP": 38990, + "n_pred": 53244, + "n_ref": 59532 + }, + "9": { + "Dice": 0.37855321513260376, + "FN": 59013, + "FP": 3622, + "IoU": 0.23346632073624438, + "TN": 52471408, + "TP": 19077, + "n_pred": 22699, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.80837355195646, + "FN": 59233, + "FP": 51465, + "IoU": 0.6783783234114014, + "TN": 143793063, + "TP": 233489, + "n_pred": 284954, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5846369043909397, + "FN": 56065, + "FP": 3918, + "IoU": 0.4130649627679873, + "TN": 144035053, + "TP": 42214, + "n_pred": 46132, + "n_ref": 98279 + }, + "11": { + "Dice": 0.49810174639331817, + "FN": 4323, + "FP": 304, + "IoU": 0.3316481294236603, + "TN": 144130327, + "TP": 2296, + "n_pred": 2600, + "n_ref": 6619 + }, + "12": { + "Dice": 0.25916795069337445, + "FN": 4805, + "FP": 3, + "IoU": 0.1488759072402195, + "TN": 144131601, + "TP": 841, + "n_pred": 844, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5656554558140046, + "FN": 52819, + "FP": 26243, + "IoU": 0.3943651182742983, + "TN": 144006706, + "TP": 51482, + "n_pred": 77725, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7992402631425743, + "FN": 135521, + "FP": 2417, + "IoU": 0.6656121442198837, + "TN": 143724741, + "TP": 274571, + "n_pred": 276988, + "n_ref": 410092 + }, + "15": { + "Dice": 0.03694431287637864, + "FN": 21301, + "FP": 49864, + "IoU": 0.018819798703984557, + "TN": 144064720, + "TP": 1365, + "n_pred": 51229, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7056838629998149, + "FN": 21759, + "FP": 75232, + "IoU": 0.5452175421650591, + "TN": 143923981, + "TP": 116278, + "n_pred": 191510, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6384349730458221, + "FN": 83243, + "FP": 19777, + "IoU": 0.46889789353212286, + "TN": 143943276, + "TP": 90954, + "n_pred": 110731, + "n_ref": 174197 + }, + "4": { + "Dice": 0.22333441886773048, + "FN": 44655, + "FP": 658, + "IoU": 0.12570425252759126, + "TN": 144085422, + "TP": 6515, + "n_pred": 7173, + "n_ref": 51170 + }, + "5": { + "Dice": 0.07980900409276943, + "FN": 30728, + "FP": 1648, + "IoU": 0.04156305506216696, + "TN": 144103470, + "TP": 1404, + "n_pred": 3052, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8280622150277945, + "FN": 85864, + "FP": 442670, + "IoU": 0.7065752343222157, + "TN": 142335991, + "TP": 1272725, + "n_pred": 1715395, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6257213187522699, + "FN": 70742, + "FP": 142583, + "IoU": 0.4553089029833216, + "TN": 143745606, + "TP": 178319, + "n_pred": 320902, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7525996366307163, + "FN": 14958, + "FP": 125842, + "IoU": 0.6033344696148005, + "TN": 143782291, + "TP": 214159, + "n_pred": 340001, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6803846205354154, + "FN": 43655, + "FP": 4077, + "IoU": 0.5155931274546617, + "TN": 144038713, + "TP": 50805, + "n_pred": 54882, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9116492823714826, + "FN": 24569, + "FP": 12150, + "IoU": 0.8376429285202642, + "TN": 111552758, + "TP": 189443, + "n_pred": 201593, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4195850465522945, + "FN": 32685, + "FP": 4158, + "IoU": 0.26549043062200955, + "TN": 111728760, + "TP": 13317, + "n_pred": 17475, + "n_ref": 46002 + }, + "11": { + "Dice": 0.1789397937155193, + "FN": 3422, + "FP": 1, + "IoU": 0.0982613277133825, + "TN": 111775124, + "TP": 373, + "n_pred": 374, + "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": 0.49141858455737963, + "FN": 27918, + "FP": 23880, + "IoU": 0.32574879918774324, + "TN": 111702097, + "TP": 25025, + "n_pred": 48905, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8200216623876765, + "FN": 10210, + "FP": 25682, + "IoU": 0.6949463699875912, + "TN": 111661262, + "TP": 81766, + "n_pred": 107448, + "n_ref": 91976 + }, + "15": { + "Dice": 0.08624977254806818, + "FN": 10021, + "FP": 5044, + "IoU": 0.0450684584178499, + "TN": 111763144, + "TP": 711, + "n_pred": 5755, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8792029095076279, + "FN": 40592, + "FP": 4945, + "IoU": 0.784444318214093, + "TN": 111567666, + "TP": 165717, + "n_pred": 170662, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7079561168986817, + "FN": 5845, + "FP": 41672, + "IoU": 0.5479350401004652, + "TN": 111673809, + "TP": 57594, + "n_pred": 99266, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8053173241852487, + "FN": 5533, + "FP": 823, + "IoU": 0.6740847092605886, + "TN": 111759418, + "TP": 13146, + "n_pred": 13969, + "n_ref": 18679 + }, + "5": { + "Dice": 0.1203680851813983, + "FN": 24709, + "FP": 240, + "IoU": 0.06403811524609844, + "TN": 111752264, + "TP": 1707, + "n_pred": 1947, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8754022544255123, + "FN": 238179, + "FP": 45512, + "IoU": 0.7784136664602003, + "TN": 110498647, + "TP": 996582, + "n_pred": 1042094, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.46885886569110097, + "FN": 93106, + "FP": 236065, + "IoU": 0.3062153156134276, + "TN": 111304463, + "TP": 145286, + "n_pred": 381351, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5676482459505754, + "FN": 78243, + "FP": 224900, + "IoU": 0.3963050586881106, + "TN": 111276774, + "TP": 199003, + "n_pred": 423903, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5859476501463786, + "FN": 46514, + "FP": 1290, + "IoU": 0.41437479327199894, + "TN": 111697291, + "TP": 33825, + "n_pred": 35115, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5228625541125541, + "FN": 103564, + "FP": 9300, + "IoU": 0.353970143786061, + "TN": 198913171, + "TP": 61840, + "n_pred": 71140, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6577767625139203, + "FN": 28573, + "FP": 7382, + "IoU": 0.49006509807258647, + "TN": 199017366, + "TP": 34554, + "n_pred": 41936, + "n_ref": 63127 + }, + "11": { + "Dice": 0.5272124940842404, + "FN": 2764, + "FP": 233, + "IoU": 0.35796915167095117, + "TN": 199083207, + "TP": 1671, + "n_pred": 1904, + "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": 0.08866709460998488, + "FN": 33453, + "FP": 10558, + "IoU": 0.04639018894089097, + "TN": 199041723, + "TP": 2141, + "n_pred": 12699, + "n_ref": 35594 + }, + "14": { + "Dice": 0.482281290661185, + "FN": 24894, + "FP": 22455, + "IoU": 0.3177672434909154, + "TN": 199018472, + "TP": 22054, + "n_pred": 44509, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6655414535162121, + "FN": 68377, + "FP": 2168, + "IoU": 0.4987352025807552, + "TN": 198947141, + "TP": 70189, + "n_pred": 72357, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6252510153855445, + "FN": 5345, + "FP": 143575, + "IoU": 0.4548110399666121, + "TN": 198814722, + "TP": 124233, + "n_pred": 267808, + "n_ref": 129578 + }, + "3": { + "Dice": 0.02496556360352998, + "FN": 136937, + "FP": 11004, + "IoU": 0.012640571295091267, + "TN": 198938040, + "TP": 1894, + "n_pred": 12898, + "n_ref": 138831 + }, + "4": { + "Dice": 0.21386820401953718, + "FN": 14449, + "FP": 5187, + "IoU": 0.11973819877168602, + "TN": 199065568, + "TP": 2671, + "n_pred": 7858, + "n_ref": 17120 + }, + "5": { + "Dice": 0.23205668825805328, + "FN": 17399, + "FP": 266, + "IoU": 0.13125799154126094, + "TN": 199067541, + "TP": 2669, + "n_pred": 2935, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8645050062304851, + "FN": 155632, + "FP": 157635, + "IoU": 0.7613463828321942, + "TN": 197775232, + "TP": 999376, + "n_pred": 1157011, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5074793156871148, + "FN": 79199, + "FP": 70217, + "IoU": 0.340014929790232, + "TN": 198861482, + "TP": 76977, + "n_pred": 147194, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5545622711898515, + "FN": 10880, + "FP": 161773, + "IoU": 0.3836638965044551, + "TN": 198807747, + "TP": 107475, + "n_pred": 269248, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7341176748666008, + "FN": 41282, + "FP": 3713, + "IoU": 0.5799256852640227, + "TN": 198980763, + "TP": 62117, + "n_pred": 65830, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8430651095824668, + "FN": 21005, + "FP": 39817, + "IoU": 0.7287057522123894, + "TN": 130851000, + "TP": 163370, + "n_pred": 203187, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5177635410599883, + "FN": 40049, + "FP": 39439, + "IoU": 0.34931237721021613, + "TN": 130953032, + "TP": 42672, + "n_pred": 82111, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5865480822679267, + "FN": 1433, + "FP": 2286, + "IoU": 0.41497561742960515, + "TN": 131068835, + "TP": 2638, + "n_pred": 4924, + "n_ref": 4071 + }, + "12": { + "Dice": 0.3260680034873583, + "FN": 3700, + "FP": 165, + "IoU": 0.19479166666666667, + "TN": 131070392, + "TP": 935, + "n_pred": 1100, + "n_ref": 4635 + }, + "13": { + "Dice": 0.347874428168599, + "FN": 64189, + "FP": 33174, + "IoU": 0.21056173580254922, + "TN": 130951860, + "TP": 25969, + "n_pred": 59143, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3403807821843426, + "FN": 31852, + "FP": 64116, + "IoU": 0.2050957102270374, + "TN": 130954463, + "TP": 24761, + "n_pred": 88877, + "n_ref": 56613 + }, + "15": { + "Dice": 0.20182533846619663, + "FN": 15914, + "FP": 76351, + "IoU": 0.11223900702395843, + "TN": 130971262, + "TP": 11665, + "n_pred": 88016, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7176784515292538, + "FN": 36267, + "FP": 61283, + "IoU": 0.5596712091324778, + "TN": 130853653, + "TP": 123989, + "n_pred": 185272, + "n_ref": 160256 + }, + "3": { + "Dice": 0.673783877652346, + "FN": 45541, + "FP": 94408, + "IoU": 0.5080498316214259, + "TN": 130790714, + "TP": 144529, + "n_pred": 238937, + "n_ref": 190070 + }, + "4": { + "Dice": 0.3108319177316931, + "FN": 59448, + "FP": 1001, + "IoU": 0.18401479461670334, + "TN": 131001111, + "TP": 13632, + "n_pred": 14633, + "n_ref": 73080 + }, + "5": { + "Dice": 0.14343409619385633, + "FN": 13527, + "FP": 471, + "IoU": 0.07725774555042848, + "TN": 131060022, + "TP": 1172, + "n_pred": 1643, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7591631346226763, + "FN": 121478, + "FP": 732839, + "IoU": 0.611815425383758, + "TN": 128874391, + "TP": 1346484, + "n_pred": 2079323, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5375980063580712, + "FN": 293947, + "FP": 537320, + "IoU": 0.36761301522794754, + "TN": 129760701, + "TP": 483224, + "n_pred": 1020544, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6241676806339385, + "FN": 26105, + "FP": 96829, + "IoU": 0.45366551711878267, + "TN": 130850176, + "TP": 102082, + "n_pred": 198911, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6227770147922006, + "FN": 29946, + "FP": 13177, + "IoU": 0.452197662601626, + "TN": 130996472, + "TP": 35597, + "n_pred": 48774, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.829343792618592, + "FN": 19421, + "FP": 61290, + "IoU": 0.7084435100495614, + "TN": 101340372, + "TP": 196117, + "n_pred": 257407, + "n_ref": 215538 + }, + "10": { + "Dice": 0.24436839369260094, + "FN": 34541, + "FP": 35231, + "IoU": 0.13919115651294198, + "TN": 101536146, + "TP": 11282, + "n_pred": 46513, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7030478255631851, + "FN": 2041, + "FP": 424, + "IoU": 0.5420769087869218, + "TN": 101611817, + "TP": 2918, + "n_pred": 3342, + "n_ref": 4959 + }, + "12": { + "Dice": 0.004362050163576881, + "FN": 5478, + "FP": 0, + "IoU": 0.002185792349726776, + "TN": 101611710, + "TP": 12, + "n_pred": 12, + "n_ref": 5490 + }, + "13": { + "Dice": 0.567580432458584, + "FN": 23716, + "FP": 31699, + "IoU": 0.3962389549262935, + "TN": 101525417, + "TP": 36368, + "n_pred": 68067, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7422839138750664, + "FN": 15005, + "FP": 17468, + "IoU": 0.5901840026250031, + "TN": 101537962, + "TP": 46765, + "n_pred": 64233, + "n_ref": 61770 + }, + "15": { + "Dice": 0.4984747930857287, + "FN": 10470, + "FP": 35401, + "IoU": 0.33197897097586904, + "TN": 101548533, + "TP": 22796, + "n_pred": 58197, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6751208926235681, + "FN": 36082, + "FP": 95060, + "IoU": 0.5095716951567484, + "TN": 101349797, + "TP": 136261, + "n_pred": 231321, + "n_ref": 172343 + }, + "3": { + "Dice": 0.49698966013699225, + "FN": 104625, + "FP": 33729, + "IoU": 0.33066283508221944, + "TN": 101410497, + "TP": 68349, + "n_pred": 102078, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2744130812094638, + "FN": 13209, + "FP": 2677, + "IoU": 0.1590259396506088, + "TN": 101598310, + "TP": 3004, + "n_pred": 5681, + "n_ref": 16213 + }, + "5": { + "Dice": 0.22882507976140934, + "FN": 26247, + "FP": 1550, + "IoU": 0.1291939475580339, + "TN": 101585279, + "TP": 4124, + "n_pred": 5674, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8613541745926497, + "FN": 265830, + "FP": 142330, + "IoU": 0.756472430120666, + "TN": 99941168, + "TP": 1267872, + "n_pred": 1410202, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7039798595388198, + "FN": 55647, + "FP": 257357, + "IoU": 0.5431858946947484, + "TN": 100932011, + "TP": 372185, + "n_pred": 629542, + "n_ref": 427832 + }, + "8": { + "Dice": 0.731102436893148, + "FN": 41180, + "FP": 99145, + "IoU": 0.5761713617788571, + "TN": 101286111, + "TP": 190764, + "n_pred": 289909, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6251016450866329, + "FN": 41024, + "FP": 6924, + "IoU": 0.45465298787561703, + "TN": 101529278, + "TP": 39974, + "n_pred": 46898, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7936617702490909, + "FN": 71570, + "FP": 1235, + "IoU": 0.6579098222005038, + "TN": 118969388, + "TP": 140019, + "n_pred": 141254, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7264178231008805, + "FN": 26753, + "FP": 13918, + "IoU": 0.570373735026303, + "TN": 119087546, + "TP": 53995, + "n_pred": 67913, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5193485731361124, + "FN": 2300, + "FP": 917, + "IoU": 0.35075681130171543, + "TN": 119177257, + "TP": 1738, + "n_pred": 2655, + "n_ref": 4038 + }, + "12": { + "Dice": 0.07261931947933319, + "FN": 3976, + "FP": 85, + "IoU": 0.03767772511848341, + "TN": 119177992, + "TP": 159, + "n_pred": 244, + "n_ref": 4135 + }, + "13": { + "Dice": 0.28511885524512154, + "FN": 20283, + "FP": 43864, + "IoU": 0.1662615838521426, + "TN": 119105273, + "TP": 12792, + "n_pred": 56656, + "n_ref": 33075 + }, + "14": { + "Dice": 0.00029985970849352625, + "FN": 65853, + "FP": 27496, + "IoU": 0.00014995233657873034, + "TN": 119088849, + "TP": 14, + "n_pred": 27510, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 133283, + "IoU": 0.0, + "TN": 119028209, + "TP": 0, + "n_pred": 133283, + "n_ref": 20720 + }, + "2": { + "Dice": 0.681032690308421, + "FN": 16615, + "FP": 149063, + "IoU": 0.5163378086054842, + "TN": 118839663, + "TP": 176871, + "n_pred": 325934, + "n_ref": 193486 + }, + "3": { + "Dice": 0.3299535334375021, + "FN": 148643, + "FP": 47757, + "IoU": 0.19757146884460913, + "TN": 118937455, + "TP": 48357, + "n_pred": 96114, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5088454244388463, + "FN": 25360, + "FP": 9344, + "IoU": 0.3412425732237429, + "TN": 119129531, + "TP": 17977, + "n_pred": 27321, + "n_ref": 43337 + }, + "5": { + "Dice": 0.3443555555555556, + "FN": 13848, + "FP": 904, + "IoU": 0.20798883281434555, + "TN": 119163586, + "TP": 3874, + "n_pred": 4778, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8966704557106332, + "FN": 112347, + "FP": 262533, + "IoU": 0.8126950468712059, + "TN": 117180770, + "TP": 1626562, + "n_pred": 1889095, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6612374676088667, + "FN": 114409, + "FP": 73321, + "IoU": 0.4939169207460904, + "TN": 118811265, + "TP": 183217, + "n_pred": 256538, + "n_ref": 297626 + }, + "8": { + "Dice": 0.601519536270404, + "FN": 13364, + "FP": 77790, + "IoU": 0.4301236605524088, + "TN": 119022258, + "TP": 68800, + "n_pred": 146590, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6465335020442793, + "FN": 41323, + "FP": 7004, + "IoU": 0.47768711159146177, + "TN": 119089687, + "TP": 44198, + "n_pred": 51202, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9016, + "IoU": 0.0, + "TN": 61323464, + "TP": 0, + "n_pred": 9016, + "n_ref": 0 + }, + "10": { + "Dice": 0.4131924391652489, + "FN": 21192, + "FP": 16403, + "IoU": 0.2603922803013909, + "TN": 61281649, + "TP": 13236, + "n_pred": 29639, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7213070483391845, + "FN": 1193, + "FP": 871, + "IoU": 0.5640971488912355, + "TN": 61327745, + "TP": 2671, + "n_pred": 3542, + "n_ref": 3864 + }, + "12": { + "Dice": 0.006576243321002877, + "FN": 4834, + "FP": 0, + "IoU": 0.0032989690721649486, + "TN": 61327630, + "TP": 16, + "n_pred": 16, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3350980855589695, + "FN": 38518, + "FP": 17746, + "IoU": 0.20127196842792652, + "TN": 61262038, + "TP": 14178, + "n_pred": 31924, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9255091175169833, + "FN": 26777, + "FP": 12468, + "IoU": 0.8613466457511906, + "TN": 61049436, + "TP": 243799, + "n_pred": 256267, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5749953212401833, + "FN": 56751, + "FP": 4564, + "IoU": 0.4035041637481516, + "TN": 61229688, + "TP": 41477, + "n_pred": 46041, + "n_ref": 98228 + }, + "2": { + "Dice": 0.886564877105754, + "FN": 23821, + "FP": 11268, + "IoU": 0.7962429591777481, + "TN": 61160270, + "TP": 137121, + "n_pred": 148389, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7570365112382014, + "FN": 44391, + "FP": 9690, + "IoU": 0.6090577221961181, + "TN": 61194145, + "TP": 84254, + "n_pred": 93944, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6654188114178755, + "FN": 19437, + "FP": 3443, + "IoU": 0.49859747545582045, + "TN": 61286848, + "TP": 22752, + "n_pred": 26195, + "n_ref": 42189 + }, + "5": { + "Dice": 0.06326253953908721, + "FN": 8292, + "FP": 0, + "IoU": 0.032664489034064395, + "TN": 61323908, + "TP": 280, + "n_pred": 280, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8927888039568693, + "FN": 54113, + "FP": 222559, + "IoU": 0.8063401157317158, + "TN": 59903831, + "TP": 1151977, + "n_pred": 1374536, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2375398145277222, + "FN": 162091, + "FP": 108407, + "IoU": 0.13477740744768643, + "TN": 61019846, + "TP": 42136, + "n_pred": 150543, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7423364872152227, + "FN": 29215, + "FP": 7576, + "IoU": 0.590250476116228, + "TN": 61242691, + "TP": 52998, + "n_pred": 60574, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6446610664390638, + "FN": 27497, + "FP": 12054, + "IoU": 0.47564564883067295, + "TN": 61257052, + "TP": 35877, + "n_pred": 47931, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.874979375302379, + "FN": 20718, + "FP": 23987, + "IoU": 0.7777451862605211, + "TN": 148906357, + "TP": 156438, + "n_pred": 180425, + "n_ref": 177156 + }, + "10": { + "Dice": 0.21259045013626254, + "FN": 62622, + "FP": 12789, + "IoU": 0.1189377387809466, + "TN": 149021909, + "TP": 10180, + "n_pred": 22969, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6290862290862291, + "FN": 1382, + "FP": 59, + "IoU": 0.4588809613218175, + "TN": 149104837, + "TP": 1222, + "n_pred": 1281, + "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": 0.23043524491387254, + "FN": 71364, + "FP": 15486, + "IoU": 0.13022142549547835, + "TN": 149007647, + "TP": 13003, + "n_pred": 28489, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8316705603471498, + "FN": 8162, + "FP": 26207, + "IoU": 0.7118459332791159, + "TN": 148988227, + "TP": 84904, + "n_pred": 111111, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6498049084570452, + "FN": 9898, + "FP": 20438, + "IoU": 0.4812674201877533, + "TN": 149049019, + "TP": 28145, + "n_pred": 48583, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7848803113504291, + "FN": 39228, + "FP": 25332, + "IoU": 0.6459283959283959, + "TN": 148925164, + "TP": 117776, + "n_pred": 143108, + "n_ref": 157004 + }, + "3": { + "Dice": 0.20802684217318362, + "FN": 48802, + "FP": 37116, + "IoU": 0.11608814633443756, + "TN": 149010298, + "TP": 11284, + "n_pred": 48400, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8110526552452898, + "FN": 7796, + "FP": 608, + "IoU": 0.6821602813811883, + "TN": 149081059, + "TP": 18037, + "n_pred": 18645, + "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": 0.8307834236512295, + "FN": 233432, + "FP": 122046, + "IoU": 0.7105470795202031, + "TN": 147879397, + "TP": 872625, + "n_pred": 994671, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3745179750740455, + "FN": 159559, + "FP": 226481, + "IoU": 0.23040425506465131, + "TN": 148605886, + "TP": 115574, + "n_pred": 342055, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6273486182018253, + "FN": 57463, + "FP": 146406, + "IoU": 0.45703419420304525, + "TN": 148732027, + "TP": 171604, + "n_pred": 318010, + "n_ref": 229067 + }, + "9": { + "Dice": 0.4935235932125282, + "FN": 57501, + "FP": 4045, + "IoU": 0.3276012760564611, + "TN": 149015968, + "TP": 29986, + "n_pred": 34031, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16593275647461062, + "FN": 468246, + "FP": 2821, + "IoU": 0.09047255876816142, + "TN": 100194875, + "TP": 46858, + "n_pred": 49679, + "n_ref": 515104 + }, + "10": { + "Dice": 0.21764414426161108, + "FN": 30125, + "FP": 29877, + "IoU": 0.12211037630947504, + "TN": 100644452, + "TP": 8346, + "n_pred": 38223, + "n_ref": 38471 + }, + "11": { + "Dice": 0.022358859698155393, + "FN": 3441, + "FP": 57, + "IoU": 0.011305822498586773, + "TN": 100709262, + "TP": 40, + "n_pred": 97, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 3, + "IoU": 0.0, + "TN": 100706924, + "TP": 0, + "n_pred": 3, + "n_ref": 5873 + }, + "13": { + "Dice": 0.024780464332972454, + "FN": 38537, + "FP": 10105, + "IoU": 0.012545676004872107, + "TN": 100663540, + "TP": 618, + "n_pred": 10723, + "n_ref": 39155 + }, + "14": { + "Dice": 0.48724810476065616, + "FN": 59125, + "FP": 140336, + "IoU": 0.3220938650244196, + "TN": 100418569, + "TP": 94770, + "n_pred": 235106, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7523114521559312, + "FN": 29236, + "FP": 14243, + "IoU": 0.6029641399337041, + "TN": 100603291, + "TP": 66030, + "n_pred": 80273, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4319803695415424, + "FN": 139148, + "FP": 108078, + "IoU": 0.27549423562716496, + "TN": 100371566, + "TP": 94008, + "n_pred": 202086, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4772721706879709, + "FN": 136246, + "FP": 55857, + "IoU": 0.31343235573727135, + "TN": 100432998, + "TP": 87699, + "n_pred": 143556, + "n_ref": 223945 + }, + "4": { + "Dice": 0.026171939705151564, + "FN": 56783, + "FP": 7886, + "IoU": 0.013259483048002686, + "TN": 100647262, + "TP": 869, + "n_pred": 8755, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 12, + "IoU": 0.0, + "TN": 100696315, + "TP": 0, + "n_pred": 12, + "n_ref": 16473 + }, + "6": { + "Dice": 0.22798264599823498, + "FN": 1727007, + "FP": 650703, + "IoU": 0.12865711810518077, + "TN": 97984012, + "TP": 351078, + "n_pred": 1001781, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.07443085024004956, + "FN": 160283, + "FP": 138537, + "IoU": 0.03865394823620249, + "TN": 100401965, + "TP": 12015, + "n_pred": 150552, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7576746666666667, + "FN": 17210, + "FP": 39585, + "IoU": 0.6098842600542639, + "TN": 100567215, + "TP": 88790, + "n_pred": 128375, + "n_ref": 106000 + }, + "9": { + "Dice": 0.555026184697918, + "FN": 58402, + "FP": 11272, + "IoU": 0.384108126265171, + "TN": 100599673, + "TP": 43453, + "n_pred": 54725, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6683824848543395, + "FN": 29401, + "FP": 18659, + "IoU": 0.5019327826888997, + "TN": 78854207, + "TP": 48433, + "n_pred": 67092, + "n_ref": 77834 + }, + "10": { + "Dice": 0.3051684949105643, + "FN": 31224, + "FP": 3931, + "IoU": 0.18005830903790088, + "TN": 78907825, + "TP": 7720, + "n_pred": 11651, + "n_ref": 38944 + }, + "11": { + "Dice": 0.27735254389914454, + "FN": 1060, + "FP": 545, + "IoU": 0.16100365917407214, + "TN": 78948787, + "TP": 308, + "n_pred": 853, + "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": 0.18004178975430507, + "FN": 53158, + "FP": 3743, + "IoU": 0.09892633179198074, + "TN": 78887552, + "TP": 6247, + "n_pred": 9990, + "n_ref": 59405 + }, + "14": { + "Dice": 0.17598413970098992, + "FN": 20789, + "FP": 39894, + "IoU": 0.09648169378973542, + "TN": 78883537, + "TP": 6480, + "n_pred": 46374, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8200859583265329, + "FN": 13897, + "FP": 5945, + "IoU": 0.6950387310955367, + "TN": 78885636, + "TP": 45222, + "n_pred": 51167, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7117869325033593, + "FN": 38145, + "FP": 12045, + "IoU": 0.5525382023072946, + "TN": 78838534, + "TP": 61976, + "n_pred": 74021, + "n_ref": 100121 + }, + "3": { + "Dice": 0.725887407366211, + "FN": 32469, + "FP": 6961, + "IoU": 0.5697199851589951, + "TN": 78859062, + "TP": 52208, + "n_pred": 59169, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8465471070356244, + "FN": 1480, + "FP": 4193, + "IoU": 0.7339242999859293, + "TN": 78929379, + "TP": 15648, + "n_pred": 19841, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 112, + "IoU": 0.0, + "TN": 78915790, + "TP": 0, + "n_pred": 112, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7958516267438095, + "FN": 216843, + "FP": 34668, + "IoU": 0.6609248863507676, + "TN": 78208944, + "TP": 490245, + "n_pred": 524913, + "n_ref": 707088 + }, + "7": { + "Dice": 0.3924601803527446, + "FN": 526877, + "FP": 74489, + "IoU": 0.24413714394885885, + "TN": 78155098, + "TP": 194236, + "n_pred": 268725, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7635005984387002, + "FN": 96038, + "FP": 49591, + "IoU": 0.6174694443641827, + "TN": 78570001, + "TP": 235070, + "n_pred": 284661, + "n_ref": 331108 + }, + "9": { + "Dice": 0.33319934537310864, + "FN": 45443, + "FP": 1005, + "IoU": 0.19990353642361292, + "TN": 78892647, + "TP": 11605, + "n_pred": 12610, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8467632121011998, + "FN": 13572, + "FP": 35155, + "IoU": 0.7342492200964245, + "TN": 104821084, + "TP": 134629, + "n_pred": 169784, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6245914634994367, + "FN": 42324, + "FP": 11662, + "IoU": 0.45411341206924444, + "TN": 104905544, + "TP": 44910, + "n_pred": 56572, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7388732394366198, + "FN": 1708, + "FP": 146, + "IoU": 0.5858834040652222, + "TN": 104999963, + "TP": 2623, + "n_pred": 2769, + "n_ref": 4331 + }, + "12": { + "Dice": 0.19315221436546334, + "FN": 4314, + "FP": 22, + "IoU": 0.10690010298661173, + "TN": 104999585, + "TP": 519, + "n_pred": 541, + "n_ref": 4833 + }, + "13": { + "Dice": 0.3980526315789474, + "FN": 55129, + "FP": 13493, + "IoU": 0.24848046785162795, + "TN": 104913129, + "TP": 22689, + "n_pred": 36182, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8405774136810914, + "FN": 17034, + "FP": 3088, + "IoU": 0.7249965832991663, + "TN": 104931270, + "TP": 53048, + "n_pred": 56136, + "n_ref": 70082 + }, + "15": { + "Dice": 0.13551615972932013, + "FN": 20515, + "FP": 28541, + "IoU": 0.07268293605035822, + "TN": 104951539, + "TP": 3845, + "n_pred": 32386, + "n_ref": 24360 + }, + "2": { + "Dice": 0.734765680098577, + "FN": 32707, + "FP": 66954, + "IoU": 0.5807348635277488, + "TN": 104766736, + "TP": 138043, + "n_pred": 204997, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6172300228003778, + "FN": 73142, + "FP": 26578, + "IoU": 0.44637216093625953, + "TN": 104824319, + "TP": 80401, + "n_pred": 106979, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1229, + "IoU": 0.0, + "TN": 105003211, + "TP": 0, + "n_pred": 1229, + "n_ref": 0 + }, + "5": { + "Dice": 0.3472241709929377, + "FN": 22656, + "FP": 5258, + "IoU": 0.21008546041088913, + "TN": 104969102, + "TP": 7424, + "n_pred": 12682, + "n_ref": 30080 + }, + "6": { + "Dice": 0.886408128575112, + "FN": 75597, + "FP": 221778, + "IoU": 0.7959901210853085, + "TN": 103546790, + "TP": 1160275, + "n_pred": 1382053, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.4745700825548362, + "FN": 70225, + "FP": 283775, + "IoU": 0.3111057919656253, + "TN": 104490573, + "TP": 159867, + "n_pred": 443642, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8506435427852114, + "FN": 32354, + "FP": 84872, + "IoU": 0.740104201308059, + "TN": 104553390, + "TP": 333824, + "n_pred": 418696, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6646155471339346, + "FN": 43222, + "FP": 7576, + "IoU": 0.49769603480668445, + "TN": 104903310, + "TP": 50332, + "n_pred": 57908, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48233402176308765, + "FN": 270404, + "FP": 46669, + "IoU": 0.3178130291379529, + "TN": 177211499, + "TP": 147716, + "n_pred": 194385, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4766006316393913, + "FN": 47061, + "FP": 7629, + "IoU": 0.31285337353938936, + "TN": 177596698, + "TP": 24900, + "n_pred": 32529, + "n_ref": 71961 + }, + "11": { + "Dice": 0.581058495821727, + "FN": 2657, + "FP": 351, + "IoU": 0.4095013741656851, + "TN": 177671194, + "TP": 2086, + "n_pred": 2437, + "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": 0.43415929974306494, + "FN": 52159, + "FP": 12808, + "IoU": 0.27726913706600215, + "TN": 177586397, + "TP": 24924, + "n_pred": 37732, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8627393783819262, + "FN": 17093, + "FP": 1729, + "IoU": 0.7586118449739657, + "TN": 177598314, + "TP": 59152, + "n_pred": 60881, + "n_ref": 76245 + }, + "15": { + "Dice": 0.1311574493804775, + "FN": 11451, + "FP": 143799, + "IoU": 0.0701811125485123, + "TN": 177509320, + "TP": 11718, + "n_pred": 155517, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6778521758423961, + "FN": 17312, + "FP": 169987, + "IoU": 0.5126901572252591, + "TN": 177291935, + "TP": 197054, + "n_pred": 367041, + "n_ref": 214366 + }, + "3": { + "Dice": 0.2119919523698304, + "FN": 181177, + "FP": 11134, + "IoU": 0.11856319810797557, + "TN": 177458109, + "TP": 25868, + "n_pred": 37002, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 3904, + "IoU": 0.0, + "TN": 177637951, + "TP": 0, + "n_pred": 3904, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4994729405432077, + "FN": 20046, + "FP": 2271, + "IoU": 0.33286500059787155, + "TN": 177642836, + "TP": 11135, + "n_pred": 13406, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7507703842549204, + "FN": 353616, + "FP": 610373, + "IoU": 0.6009866999567869, + "TN": 175260356, + "TP": 1451943, + "n_pred": 2062316, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5710490826790742, + "FN": 87867, + "FP": 333265, + "IoU": 0.39962819979129005, + "TN": 176974836, + "TP": 280320, + "n_pred": 613585, + "n_ref": 368187 + }, + "8": { + "Dice": 0.5636032694036154, + "FN": 12267, + "FP": 277596, + "IoU": 0.39237298261575, + "TN": 177199247, + "TP": 187178, + "n_pred": 464774, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6864461228743985, + "FN": 63107, + "FP": 2776, + "IoU": 0.5225869565217391, + "TN": 177538288, + "TP": 72117, + "n_pred": 74893, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.83659810106578, + "FN": 21631, + "FP": 42992, + "IoU": 0.7190963860658802, + "TN": 193775481, + "TP": 165431, + "n_pred": 208423, + "n_ref": 187062 + }, + "10": { + "Dice": 0.5549253863264735, + "FN": 49376, + "FP": 11050, + "IoU": 0.3840115804925787, + "TN": 193907439, + "TP": 37670, + "n_pred": 48720, + "n_ref": 87046 + }, + "11": { + "Dice": 0.22586109542631283, + "FN": 2712, + "FP": 30, + "IoU": 0.1273074474856779, + "TN": 194002393, + "TP": 400, + "n_pred": 430, + "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": 0.3431883606940014, + "FN": 49233, + "FP": 18303, + "IoU": 0.2071378257806997, + "TN": 193920355, + "TP": 17644, + "n_pred": 35947, + "n_ref": 66877 + }, + "14": { + "Dice": 0.791280252072672, + "FN": 5084, + "FP": 32276, + "IoU": 0.6546432731239253, + "TN": 193897357, + "TP": 70818, + "n_pred": 103094, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6700492237788717, + "FN": 3270, + "FP": 14158, + "IoU": 0.5038150552328892, + "TN": 193970411, + "TP": 17696, + "n_pred": 31854, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7168117519042437, + "FN": 20324, + "FP": 73366, + "IoU": 0.5586177655289379, + "TN": 193793270, + "TP": 118575, + "n_pred": 191941, + "n_ref": 138899 + }, + "3": { + "Dice": 0.48393536958925826, + "FN": 85106, + "FP": 20358, + "IoU": 0.31920497311394136, + "TN": 193850622, + "TP": 49449, + "n_pred": 69807, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7337646903472864, + "FN": 7137, + "FP": 2944, + "IoU": 0.5794852542443583, + "TN": 193981562, + "TP": 13892, + "n_pred": 16836, + "n_ref": 21029 + }, + "5": { + "Dice": 0.03176993689041882, + "FN": 26827, + "FP": 175, + "IoU": 0.016141373656403717, + "TN": 193978090, + "TP": 443, + "n_pred": 618, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8098069909131204, + "FN": 257937, + "FP": 271563, + "IoU": 0.6803997206590948, + "TN": 192348778, + "TP": 1127257, + "n_pred": 1398820, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7003329911619639, + "FN": 84210, + "FP": 119263, + "IoU": 0.5388557118089, + "TN": 193564300, + "TP": 237762, + "n_pred": 357025, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7774778497689249, + "FN": 36329, + "FP": 81059, + "IoU": 0.6359621783719581, + "TN": 193683074, + "TP": 205073, + "n_pred": 286132, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5790203850509626, + "FN": 57515, + "FP": 1961, + "IoU": 0.40747972663332604, + "TN": 193905157, + "TP": 40902, + "n_pred": 42863, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8665441714202136, + "FN": 19660, + "FP": 9538, + "IoU": 0.7645151664233695, + "TN": 99531809, + "TP": 94793, + "n_pred": 104331, + "n_ref": 114453 + }, + "10": { + "Dice": 0.45914437717079926, + "FN": 49807, + "FP": 1736, + "IoU": 0.29798014192124866, + "TN": 99582379, + "TP": 21878, + "n_pred": 23614, + "n_ref": 71685 + }, + "11": { + "Dice": 0.508557457212714, + "FN": 2394, + "FP": 18, + "IoU": 0.34098360655737703, + "TN": 99652140, + "TP": 1248, + "n_pred": 1266, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.37068295071578766, + "FN": 32562, + "FP": 11134, + "IoU": 0.22750817643419075, + "TN": 99599235, + "TP": 12869, + "n_pred": 24003, + "n_ref": 45431 + }, + "14": { + "Dice": 0.30429635527432347, + "FN": 39617, + "FP": 26790, + "IoU": 0.17945137773384406, + "TN": 99574870, + "TP": 14523, + "n_pred": 41313, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4606552639184467, + "FN": 20414, + "FP": 20642, + "IoU": 0.29925412620116404, + "TN": 99597211, + "TP": 17533, + "n_pred": 38175, + "n_ref": 37947 + }, + "2": { + "Dice": 0.733076832727674, + "FN": 11769, + "FP": 63226, + "IoU": 0.578627695557878, + "TN": 99477822, + "TP": 102983, + "n_pred": 166209, + "n_ref": 114752 + }, + "3": { + "Dice": 0.6698091467119184, + "FN": 59865, + "FP": 3179, + "IoU": 0.5035436419189214, + "TN": 99528812, + "TP": 63944, + "n_pred": 67123, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5516823279781752, + "FN": 11626, + "FP": 206, + "IoU": 0.38091251569694434, + "TN": 99636688, + "TP": 7280, + "n_pred": 7486, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5244398304351587, + "FN": 3935, + "FP": 1562, + "IoU": 0.3554174484052533, + "TN": 99647272, + "TP": 3031, + "n_pred": 4593, + "n_ref": 6966 + }, + "6": { + "Dice": 0.942331157439167, + "FN": 91037, + "FP": 63558, + "IoU": 0.8909510420649152, + "TN": 98238134, + "TP": 1263071, + "n_pred": 1326629, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.4149182751868281, + "FN": 42383, + "FP": 308989, + "IoU": 0.2617645946525143, + "TN": 99179838, + "TP": 124590, + "n_pred": 433579, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6528131056728383, + "FN": 7117, + "FP": 92660, + "IoU": 0.48457501213955845, + "TN": 99462218, + "TP": 93805, + "n_pred": 186465, + "n_ref": 100922 + }, + "9": { + "Dice": 0.48708873640968847, + "FN": 62986, + "FP": 5561, + "IoU": 0.3219545971610861, + "TN": 99554705, + "TP": 32548, + "n_pred": 38109, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.564271053736855, + "FN": 268906, + "FP": 6015, + "IoU": 0.39302060128098415, + "TN": 62630587, + "TP": 178012, + "n_pred": 184027, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5683686852697752, + "FN": 39427, + "FP": 8292, + "IoU": 0.39700772078800056, + "TN": 63004383, + "TP": 31418, + "n_pred": 39710, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6191618977293705, + "FN": 1868, + "FP": 195, + "IoU": 0.4483957219251337, + "TN": 63079780, + "TP": 1677, + "n_pred": 1872, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0851063829787234, + "FN": 3346, + "FP": 8, + "IoU": 0.044444444444444446, + "TN": 63080010, + "TP": 156, + "n_pred": 164, + "n_ref": 3502 + }, + "13": { + "Dice": 0.4280748990331661, + "FN": 28166, + "FP": 18566, + "IoU": 0.27232525186465484, + "TN": 63019299, + "TP": 17489, + "n_pred": 36055, + "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": 0.7079473120312598, + "FN": 11642, + "FP": 81038, + "IoU": 0.5479244914882201, + "TN": 62878510, + "TP": 112330, + "n_pred": 193368, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5557406721790283, + "FN": 73551, + "FP": 12845, + "IoU": 0.3847928564307789, + "TN": 62943086, + "TP": 54038, + "n_pred": 66883, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4342195540308748, + "FN": 12966, + "FP": 228, + "IoU": 0.2773182888754998, + "TN": 63065263, + "TP": 5063, + "n_pred": 5291, + "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": 0.7564584937888804, + "FN": 257006, + "FP": 304901, + "IoU": 0.6083098071199036, + "TN": 61648950, + "TP": 872663, + "n_pred": 1177564, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.516110279892884, + "FN": 48343, + "FP": 154761, + "IoU": 0.34780905406880785, + "TN": 62772102, + "TP": 108314, + "n_pred": 263075, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7033069365538848, + "FN": 14531, + "FP": 67669, + "IoU": 0.5423850534719168, + "TN": 62903893, + "TP": 97427, + "n_pred": 165096, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6655347110061981, + "FN": 18783, + "FP": 5446, + "IoU": 0.49872763008172133, + "TN": 63035185, + "TP": 24106, + "n_pred": 29552, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.822279626737154, + "FN": 66112, + "FP": 40388, + "IoU": 0.6981959770798973, + "TN": 109255940, + "TP": 246378, + "n_pred": 286766, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4487020539628574, + "FN": 52822, + "FP": 33444, + "IoU": 0.2892429884981709, + "TN": 109487446, + "TP": 35106, + "n_pred": 68550, + "n_ref": 87928 + }, + "11": { + "Dice": 0.4158724657771617, + "FN": 3266, + "FP": 105, + "IoU": 0.2625246116823452, + "TN": 109604247, + "TP": 1200, + "n_pred": 1305, + "n_ref": 4466 + }, + "12": { + "Dice": 0.009216589861751152, + "FN": 4062, + "FP": 23, + "IoU": 0.004629629629629629, + "TN": 109604714, + "TP": 19, + "n_pred": 42, + "n_ref": 4081 + }, + "13": { + "Dice": 0.343159033116067, + "FN": 57298, + "FP": 32592, + "IoU": 0.2071164583535472, + "TN": 109495447, + "TP": 23481, + "n_pred": 56073, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2999905767056163, + "FN": 71448, + "FP": 47408, + "IoU": 0.1764640669604501, + "TN": 109464494, + "TP": 25468, + "n_pred": 72876, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6787959842984681, + "FN": 25379, + "FP": 48593, + "IoU": 0.5137707547293833, + "TN": 109456684, + "TP": 78162, + "n_pred": 126755, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6199035213574794, + "FN": 76881, + "FP": 91344, + "IoU": 0.44917404757616936, + "TN": 109303413, + "TP": 137180, + "n_pred": 228524, + "n_ref": 214061 + }, + "3": { + "Dice": 0.5933335287246113, + "FN": 103977, + "FP": 90277, + "IoU": 0.4218011453608125, + "TN": 109272854, + "TP": 141710, + "n_pred": 231987, + "n_ref": 245687 + }, + "4": { + "Dice": 0.48656191074795724, + "FN": 30937, + "FP": 9907, + "IoU": 0.32149442663255645, + "TN": 109548621, + "TP": 19353, + "n_pred": 29260, + "n_ref": 50290 + }, + "5": { + "Dice": 0.3464697356615363, + "FN": 8042, + "FP": 1427, + "IoU": 0.2095333500292178, + "TN": 109596839, + "TP": 2510, + "n_pred": 3937, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7847044290298825, + "FN": 132160, + "FP": 481489, + "IoU": 0.6456901907438757, + "TN": 107876862, + "TP": 1118307, + "n_pred": 1599796, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7347959227326653, + "FN": 399279, + "FP": 177250, + "IoU": 0.5807726484091976, + "TN": 108233600, + "TP": 798689, + "n_pred": 975939, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7852749382722062, + "FN": 8795, + "FP": 35296, + "IoU": 0.6464631075901663, + "TN": 109484104, + "TP": 80623, + "n_pred": 115919, + "n_ref": 89418 + }, + "9": { + "Dice": 0.633984577889648, + "FN": 23465, + "FP": 13179, + "IoU": 0.46411231354197136, + "TN": 109540438, + "TP": 31736, + "n_pred": 44915, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8958543646390402, + "FN": 5087, + "FP": 7396, + "IoU": 0.8113552559995164, + "TN": 67001180, + "TP": 53689, + "n_pred": 61085, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3923116653139526, + "FN": 57528, + "FP": 8360, + "IoU": 0.24402221304327873, + "TN": 66980196, + "TP": 21268, + "n_pred": 29628, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.26416873719146156, + "FN": 30928, + "FP": 9645, + "IoU": 0.1521857238381812, + "TN": 67019496, + "TP": 7283, + "n_pred": 16928, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8048572191086202, + "FN": 15160, + "FP": 14088, + "IoU": 0.673440221517574, + "TN": 66977788, + "TP": 60316, + "n_pred": 74404, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 35227, + "IoU": 0.0, + "TN": 67000763, + "TP": 0, + "n_pred": 35227, + "n_ref": 31362 + }, + "2": { + "Dice": 0.6364223078465244, + "FN": 30170, + "FP": 102217, + "IoU": 0.4667297738212725, + "TN": 66819097, + "TP": 115868, + "n_pred": 218085, + "n_ref": 146038 + }, + "3": { + "Dice": 0.389499714291344, + "FN": 120835, + "FP": 3099, + "IoU": 0.24185013672317077, + "TN": 66903883, + "TP": 39535, + "n_pred": 42634, + "n_ref": 160370 + }, + "4": { + "Dice": 0.019442545758335233, + "FN": 12911, + "FP": 0, + "IoU": 0.009816703734948999, + "TN": 67054313, + "TP": 128, + "n_pred": 128, + "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": 0.8259897527659519, + "FN": 265579, + "FP": 77509, + "IoU": 0.7035626432665066, + "TN": 65909981, + "TP": 814283, + "n_pred": 891792, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.329180764076987, + "FN": 248187, + "FP": 173333, + "IoU": 0.1970175809564086, + "TN": 66542409, + "TP": 103423, + "n_pred": 276756, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8743710674125685, + "FN": 8034, + "FP": 14288, + "IoU": 0.7767844643107138, + "TN": 66967350, + "TP": 77680, + "n_pred": 91968, + "n_ref": 85714 + }, + "9": { + "Dice": 0.6954675636072999, + "FN": 35577, + "FP": 1001, + "IoU": 0.5331163443742422, + "TN": 66989007, + "TP": 41767, + "n_pred": 42768, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4685903699397657, + "FN": 123388, + "FP": 5507, + "IoU": 0.305986302254959, + "TN": 74333556, + "TP": 56829, + "n_pred": 62336, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6499023091485204, + "FN": 24050, + "FP": 10533, + "IoU": 0.4813742839146996, + "TN": 74452598, + "TP": 32099, + "n_pred": 42632, + "n_ref": 56149 + }, + "11": { + "Dice": 0.11728738187882157, + "FN": 3176, + "FP": 0, + "IoU": 0.06229701801003838, + "TN": 74515893, + "TP": 211, + "n_pred": 211, + "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": 0.1199349429348588, + "FN": 38613, + "FP": 24155, + "IoU": 0.06379297486762622, + "TN": 74452235, + "TP": 4277, + "n_pred": 28432, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3714983124928402, + "FN": 10846, + "FP": 60477, + "IoU": 0.2281227679054566, + "TN": 74426878, + "TP": 21079, + "n_pred": 81556, + "n_ref": 31925 + }, + "15": { + "Dice": 0.3644604040650548, + "FN": 19905, + "FP": 16554, + "IoU": 0.22283801931234412, + "TN": 74472367, + "TP": 10454, + "n_pred": 27008, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6832987121980207, + "FN": 9825, + "FP": 111686, + "IoU": 0.5189474017593451, + "TN": 74266686, + "TP": 131083, + "n_pred": 242769, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5315025884036595, + "FN": 82848, + "FP": 45480, + "IoU": 0.36193634677631875, + "TN": 74318159, + "TP": 72793, + "n_pred": 118273, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 9721, + "IoU": 0.0, + "TN": 74496281, + "TP": 0, + "n_pred": 9721, + "n_ref": 13278 + }, + "5": { + "Dice": 0.07695757467037402, + "FN": 9725, + "FP": 566, + "IoU": 0.04001865671641791, + "TN": 74508560, + "TP": 429, + "n_pred": 995, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8775056721478489, + "FN": 293273, + "FP": 73207, + "IoU": 0.7817461971740397, + "TN": 72840134, + "TP": 1312666, + "n_pred": 1385873, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.36666806110690664, + "FN": 70776, + "FP": 262292, + "IoU": 0.22449084131385877, + "TN": 74089797, + "TP": 96415, + "n_pred": 358707, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6774785480854931, + "FN": 25613, + "FP": 11297, + "IoU": 0.5122628045879803, + "TN": 74443604, + "TP": 38766, + "n_pred": 50063, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6004936530324401, + "FN": 51986, + "FP": 2398, + "IoU": 0.4290753338372386, + "TN": 74424024, + "TP": 40872, + "n_pred": 43270, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9163207712818433, + "FN": 29821, + "FP": 16406, + "IoU": 0.8455645794426868, + "TN": 65751851, + "TP": 253102, + "n_pred": 269508, + "n_ref": 282923 + }, + "10": { + "Dice": 0.23493143210505257, + "FN": 70616, + "FP": 13514, + "IoU": 0.13310045647984997, + "TN": 65954133, + "TP": 12917, + "n_pred": 26431, + "n_ref": 83533 + }, + "11": { + "Dice": 0.8061893522161028, + "FN": 563, + "FP": 915, + "IoU": 0.6753075571177505, + "TN": 66046628, + "TP": 3074, + "n_pred": 3989, + "n_ref": 3637 + }, + "12": { + "Dice": 0.010746268656716417, + "FN": 3008, + "FP": 306, + "IoU": 0.005402160864345739, + "TN": 66047848, + "TP": 18, + "n_pred": 324, + "n_ref": 3026 + }, + "13": { + "Dice": 0.34983543988715876, + "FN": 34977, + "FP": 12039, + "IoU": 0.212000335204894, + "TN": 65991515, + "TP": 12649, + "n_pred": 24688, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7730165152462574, + "FN": 6129, + "FP": 24726, + "IoU": 0.6300137897955513, + "TN": 65967785, + "TP": 52540, + "n_pred": 77266, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7372665079671449, + "FN": 7407, + "FP": 4844, + "IoU": 0.5838654891304348, + "TN": 66021740, + "TP": 17189, + "n_pred": 22033, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8228904997727219, + "FN": 23563, + "FP": 28258, + "IoU": 0.6990772732815739, + "TN": 65878973, + "TP": 120386, + "n_pred": 148644, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8362221529066045, + "FN": 29485, + "FP": 20396, + "IoU": 0.7185410471552789, + "TN": 65873957, + "TP": 127342, + "n_pred": 147738, + "n_ref": 156827 + }, + "4": { + "Dice": 0.16576128190343237, + "FN": 26797, + "FP": 692, + "IoU": 0.09037061548643283, + "TN": 66020960, + "TP": 2731, + "n_pred": 3423, + "n_ref": 29528 + }, + "5": { + "Dice": 0.5792273236282195, + "FN": 5841, + "FP": 171, + "IoU": 0.4076847290640394, + "TN": 66041030, + "TP": 4138, + "n_pred": 4309, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8928136872278135, + "FN": 75818, + "FP": 151723, + "IoU": 0.8063807120161879, + "TN": 64875982, + "TP": 947657, + "n_pred": 1099380, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7157071331035828, + "FN": 426189, + "FP": 11025, + "IoU": 0.5572772002021149, + "TN": 65063623, + "TP": 550343, + "n_pred": 561368, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6132139665674676, + "FN": 6500, + "FP": 87858, + "IoU": 0.4421835465487479, + "TN": 65882024, + "TP": 74798, + "n_pred": 162656, + "n_ref": 81298 + }, + "9": { + "Dice": 0.4707245514074326, + "FN": 47944, + "FP": 1846, + "IoU": 0.3078088723915975, + "TN": 65979249, + "TP": 22141, + "n_pred": 23987, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749408453674837, + "FN": 5727, + "FP": 1877, + "IoU": 0.9511069102319271, + "TN": 113317017, + "TP": 147919, + "n_pred": 149796, + "n_ref": 153646 + }, + "10": { + "Dice": 0.2282462152788498, + "FN": 69477, + "FP": 5512, + "IoU": 0.128825019168661, + "TN": 113386462, + "TP": 11089, + "n_pred": 16601, + "n_ref": 80566 + }, + "11": { + "Dice": 0.4393647738209817, + "FN": 2317, + "FP": 13, + "IoU": 0.28152944804193647, + "TN": 113469297, + "TP": 913, + "n_pred": 926, + "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": 0.3969444051492432, + "FN": 48816, + "FP": 36444, + "IoU": 0.2476173667490293, + "TN": 113359220, + "TP": 28060, + "n_pred": 64504, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8208669754833993, + "FN": 79477, + "FP": 881, + "IoU": 0.6961614664468609, + "TN": 113208064, + "TP": 184118, + "n_pred": 184999, + "n_ref": 263595 + }, + "15": { + "Dice": 0.18774215118756515, + "FN": 7564, + "FP": 116337, + "IoU": 0.10359571697294169, + "TN": 113334320, + "TP": 14319, + "n_pred": 130656, + "n_ref": 21883 + }, + "2": { + "Dice": 0.858133507946338, + "FN": 18314, + "FP": 17651, + "IoU": 0.751518250091544, + "TN": 113327801, + "TP": 108774, + "n_pred": 126425, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7631501991424723, + "FN": 27657, + "FP": 29848, + "IoU": 0.6170112156006075, + "TN": 113322392, + "TP": 92643, + "n_pred": 122491, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5144588598843292, + "FN": 9699, + "FP": 30682, + "IoU": 0.3463107456211351, + "TN": 113410766, + "TP": 21393, + "n_pred": 52075, + "n_ref": 31092 + }, + "5": { + "Dice": 0.1221040850587577, + "FN": 30644, + "FP": 732, + "IoU": 0.06502175338220395, + "TN": 113438982, + "TP": 2182, + "n_pred": 2914, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8691211634899186, + "FN": 197512, + "FP": 87434, + "IoU": 0.7685360583562133, + "TN": 112241480, + "TP": 946114, + "n_pred": 1033548, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.3901784360204342, + "FN": 124118, + "FP": 169419, + "IoU": 0.2423737169080355, + "TN": 113085097, + "TP": 93906, + "n_pred": 263325, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7207139000763297, + "FN": 40367, + "FP": 94648, + "IoU": 0.5633719463686284, + "TN": 113163318, + "TP": 174207, + "n_pred": 268855, + "n_ref": 214574 + }, + "9": { + "Dice": 0.4426571860073562, + "FN": 75610, + "FP": 1519, + "IoU": 0.28423875721524156, + "TN": 113364782, + "TP": 30629, + "n_pred": 32148, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7321391326944052, + "FN": 20124, + "FP": 58217, + "IoU": 0.5774601547962569, + "TN": 75011323, + "TP": 107064, + "n_pred": 165281, + "n_ref": 127188 + }, + "10": { + "Dice": 0.667723525681674, + "FN": 47405, + "FP": 4995, + "IoU": 0.5011899095668729, + "TN": 75091678, + "TP": 52650, + "n_pred": 57645, + "n_ref": 100055 + }, + "11": { + "Dice": 0.4046572934973638, + "FN": 2623, + "FP": 87, + "IoU": 0.25364913247039383, + "TN": 75193097, + "TP": 921, + "n_pred": 1008, + "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": 0.21685819215732732, + "FN": 44277, + "FP": 35049, + "IoU": 0.12161578580207953, + "TN": 75106419, + "TP": 10983, + "n_pred": 46032, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9005124789550609, + "FN": 11372, + "FP": 15515, + "IoU": 0.819029285661401, + "TN": 75048157, + "TP": 121684, + "n_pred": 137199, + "n_ref": 133056 + }, + "15": { + "Dice": 0.08016306100597288, + "FN": 70705, + "FP": 598, + "IoU": 0.04175514043811316, + "TN": 75122318, + "TP": 3107, + "n_pred": 3705, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6506361902593152, + "FN": 9167, + "FP": 138115, + "IoU": 0.48217996181797085, + "TN": 74912301, + "TP": 137145, + "n_pred": 275260, + "n_ref": 146312 + }, + "3": { + "Dice": 0.10282200779660632, + "FN": 138468, + "FP": 19412, + "IoU": 0.05419734374906396, + "TN": 75029801, + "TP": 9047, + "n_pred": 28459, + "n_ref": 147515 + }, + "4": { + "Dice": 0.610540345421225, + "FN": 13969, + "FP": 57, + "IoU": 0.43940847322142285, + "TN": 75171708, + "TP": 10994, + "n_pred": 11051, + "n_ref": 24963 + }, + "5": { + "Dice": 0.06774557771923222, + "FN": 7431, + "FP": 0, + "IoU": 0.03506038176860148, + "TN": 75189027, + "TP": 270, + "n_pred": 270, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8956715296573967, + "FN": 39925, + "FP": 243498, + "IoU": 0.8110553641522315, + "TN": 73696696, + "TP": 1216609, + "n_pred": 1460107, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.451361809271616, + "FN": 61645, + "FP": 157559, + "IoU": 0.29145723770335485, + "TN": 74887355, + "TP": 90169, + "n_pred": 247728, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8023081745716955, + "FN": 22033, + "FP": 8869, + "IoU": 0.6698786428510384, + "TN": 75103120, + "TP": 62706, + "n_pred": 71575, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6715556404527976, + "FN": 36803, + "FP": 2744, + "IoU": 0.5055203370969154, + "TN": 75116751, + "TP": 40430, + "n_pred": 43174, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9453642699367811, + "FN": 17262, + "FP": 5692, + "IoU": 0.8963893816494464, + "TN": 86706331, + "TP": 198587, + "n_pred": 204279, + "n_ref": 215849 + }, + "10": { + "Dice": 0.651098195891556, + "FN": 19367, + "FP": 33642, + "IoU": 0.48268761588757686, + "TN": 86825402, + "TP": 49461, + "n_pred": 83103, + "n_ref": 68828 + }, + "11": { + "Dice": 0.3149324861000794, + "FN": 1797, + "FP": 1653, + "IoU": 0.18689606410558568, + "TN": 86923629, + "TP": 793, + "n_pred": 2446, + "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": 0.45720824266200794, + "FN": 32985, + "FP": 20144, + "IoU": 0.2963512350175485, + "TN": 86852367, + "TP": 22376, + "n_pred": 42520, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7165827309374536, + "FN": 20529, + "FP": 29107, + "IoU": 0.5583396360724296, + "TN": 86815487, + "TP": 62749, + "n_pred": 91856, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8736184907041863, + "FN": 30212, + "FP": 8107, + "IoU": 0.775597329585383, + "TN": 86757112, + "TP": 132441, + "n_pred": 140548, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6026045713105981, + "FN": 13303, + "FP": 132987, + "IoU": 0.43123410806901863, + "TN": 86670666, + "TP": 110916, + "n_pred": 243903, + "n_ref": 124219 + }, + "3": { + "Dice": 0.4178648475307562, + "FN": 116600, + "FP": 33163, + "IoU": 0.26411450809280934, + "TN": 86724358, + "TP": 53751, + "n_pred": 86914, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5415979777997583, + "FN": 6666, + "FP": 10018, + "IoU": 0.3713639788997739, + "TN": 86901332, + "TP": 9856, + "n_pred": 19874, + "n_ref": 16522 + }, + "5": { + "Dice": 0.38471638655462187, + "FN": 4008, + "FP": 678, + "IoU": 0.23817265485286945, + "TN": 86921721, + "TP": 1465, + "n_pred": 2143, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8954535987859132, + "FN": 80085, + "FP": 175424, + "IoU": 0.8106980365891877, + "TN": 85578129, + "TP": 1094234, + "n_pred": 1269658, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.787108149058127, + "FN": 291503, + "FP": 104310, + "IoU": 0.6489516344321195, + "TN": 85800355, + "TP": 731704, + "n_pred": 836014, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6236853149521181, + "FN": 5347, + "FP": 53833, + "IoU": 0.45315604180334684, + "TN": 86819651, + "TP": 49041, + "n_pred": 102874, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7502129834724826, + "FN": 15536, + "FP": 7920, + "IoU": 0.6002726653033401, + "TN": 86869192, + "TP": 35224, + "n_pred": 43144, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6214550054312303, + "FN": 22384, + "FP": 58117, + "IoU": 0.4508050211488607, + "TN": 37603020, + "TP": 66079, + "n_pred": 124196, + "n_ref": 88463 + }, + "10": { + "Dice": 0.06591219997512747, + "FN": 57124, + "FP": 2964, + "IoU": 0.034079218106995886, + "TN": 37687392, + "TP": 2120, + "n_pred": 5084, + "n_ref": 59244 + }, + "11": { + "Dice": 0.48939261842487647, + "FN": 1746, + "FP": 11, + "IoU": 0.32397075798383995, + "TN": 37747001, + "TP": 842, + "n_pred": 853, + "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": 0.3979815708644142, + "FN": 33094, + "FP": 2578, + "IoU": 0.24842508901670776, + "TN": 37702137, + "TP": 11791, + "n_pred": 14369, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3201676621264983, + "FN": 21904, + "FP": 310912, + "IoU": 0.19059501053051417, + "TN": 37338414, + "TP": 78370, + "n_pred": 389282, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22828, + "IoU": 0.0, + "TN": 37726772, + "TP": 0, + "n_pred": 22828, + "n_ref": 0 + }, + "2": { + "Dice": 0.5213731305609894, + "FN": 58921, + "FP": 16927, + "IoU": 0.3526062871823761, + "TN": 37632441, + "TP": 41311, + "n_pred": 58238, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7404334211329543, + "FN": 23201, + "FP": 22721, + "IoU": 0.5878477831628074, + "TN": 37638180, + "TP": 65498, + "n_pred": 88219, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 5563, + "IoU": 0.0, + "TN": 37732343, + "TP": 0, + "n_pred": 5563, + "n_ref": 11694 + }, + "5": { + "Dice": 0.22965288975642875, + "FN": 8696, + "FP": 381, + "IoU": 0.12972195589645255, + "TN": 37739170, + "TP": 1353, + "n_pred": 1734, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7281991714352466, + "FN": 299923, + "FP": 30477, + "IoU": 0.5725732796203871, + "TN": 36976602, + "TP": 442598, + "n_pred": 473075, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5263557334892573, + "FN": 124742, + "FP": 272179, + "IoU": 0.3571796433175484, + "TN": 37132132, + "TP": 220547, + "n_pred": 492726, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6794865578176629, + "FN": 29041, + "FP": 17228, + "IoU": 0.5145623937721636, + "TN": 37654286, + "TP": 49045, + "n_pred": 66273, + "n_ref": 78086 + }, + "9": { + "Dice": 0.5653337279127979, + "FN": 31847, + "FP": 3404, + "IoU": 0.39405242801890844, + "TN": 37691425, + "TP": 22924, + "n_pred": 26328, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.853301845856881, + "FN": 35788, + "FP": 19995, + "IoU": 0.7441381524630768, + "TN": 75688668, + "TP": 162237, + "n_pred": 182232, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7007606516083058, + "FN": 50682, + "FP": 3489, + "IoU": 0.5393622448979591, + "TN": 75789088, + "TP": 63429, + "n_pred": 66918, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6520532741398446, + "FN": 1992, + "FP": 516, + "IoU": 0.48373816385343765, + "TN": 75901830, + "TP": 2350, + "n_pred": 2866, + "n_ref": 4342 + }, + "12": { + "Dice": 0.12630288166768852, + "FN": 4275, + "FP": 0, + "IoU": 0.06740837696335078, + "TN": 75902104, + "TP": 309, + "n_pred": 309, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6697327066693579, + "FN": 18274, + "FP": 4634, + "IoU": 0.5034572450417254, + "TN": 75860553, + "TP": 23227, + "n_pred": 27861, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8243389052545044, + "FN": 27417, + "FP": 13609, + "IoU": 0.7011705234942348, + "TN": 75769399, + "TP": 96263, + "n_pred": 109872, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8579578602357646, + "FN": 40943, + "FP": 7508, + "IoU": 0.7512488640855953, + "TN": 75711911, + "TP": 146326, + "n_pred": 153834, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5948994800119233, + "FN": 13095, + "FP": 231529, + "IoU": 0.4233857090999948, + "TN": 75482446, + "TP": 179618, + "n_pred": 411147, + "n_ref": 192713 + }, + "3": { + "Dice": 0.15047419210753202, + "FN": 229507, + "FP": 15842, + "IoU": 0.08135825489182935, + "TN": 75639610, + "TP": 21729, + "n_pred": 37571, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8041581855190463, + "FN": 8053, + "FP": 2723, + "IoU": 0.6724620060790274, + "TN": 75873788, + "TP": 22124, + "n_pred": 24847, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7573852625608546, + "FN": 1617, + "FP": 3516, + "IoU": 0.6095093191327501, + "TN": 75893543, + "TP": 8012, + "n_pred": 11528, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9256159616696102, + "FN": 118952, + "FP": 136276, + "IoU": 0.8615317508886603, + "TN": 74063464, + "TP": 1587996, + "n_pred": 1724272, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6862477098903655, + "FN": 73151, + "FP": 110262, + "IoU": 0.5223570037187888, + "TN": 75522692, + "TP": 200583, + "n_pred": 310845, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8515451403692688, + "FN": 6862, + "FP": 22735, + "IoU": 0.7414702748030259, + "TN": 75792206, + "TP": 84885, + "n_pred": 107620, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7225029810913633, + "FN": 33212, + "FP": 997, + "IoU": 0.5655613832340652, + "TN": 75827945, + "TP": 44534, + "n_pred": 45531, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5341470068350069, + "FN": 23581, + "FP": 101078, + "IoU": 0.36439329818586014, + "TN": 61191624, + "TP": 71467, + "n_pred": 172545, + "n_ref": 95048 + }, + "10": { + "Dice": 0.526298960831335, + "FN": 46779, + "FP": 9518, + "IoU": 0.3571273595139944, + "TN": 61300179, + "TP": 31274, + "n_pred": 40792, + "n_ref": 78053 + }, + "11": { + "Dice": 0.5693505167793799, + "FN": 1111, + "FP": 2264, + "IoU": 0.39796646450231893, + "TN": 61382144, + "TP": 2231, + "n_pred": 4495, + "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": 0.23987384663504144, + "FN": 30252, + "FP": 28074, + "IoU": 0.13628218987398008, + "TN": 61320221, + "TP": 9203, + "n_pred": 37277, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8255444692577188, + "FN": 6019, + "FP": 19526, + "IoU": 0.7029167538901682, + "TN": 61301764, + "TP": 60441, + "n_pred": 79967, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8686932956286084, + "FN": 5868, + "FP": 5276, + "IoU": 0.7678671860353699, + "TN": 61339743, + "TP": 36863, + "n_pred": 42139, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8051043842420842, + "FN": 16950, + "FP": 39315, + "IoU": 0.6737863739933557, + "TN": 61215271, + "TP": 116214, + "n_pred": 155529, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6703521830907677, + "FN": 58197, + "FP": 15982, + "IoU": 0.5041576984264916, + "TN": 61238148, + "TP": 75423, + "n_pred": 91405, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7307612712490761, + "FN": 6617, + "FP": 2490, + "IoU": 0.5757476940277648, + "TN": 61366284, + "TP": 12359, + "n_pred": 14849, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 2280, + "IoU": 0.0, + "TN": 61357775, + "TP": 0, + "n_pred": 2280, + "n_ref": 27695 + }, + "6": { + "Dice": 0.856681026340701, + "FN": 201027, + "FP": 64525, + "IoU": 0.7492931072409421, + "TN": 60328537, + "TP": 793661, + "n_pred": 858186, + "n_ref": 994688 + }, + "7": { + "Dice": 0.39086078375250444, + "FN": 101614, + "FP": 143129, + "IoU": 0.24290053949712928, + "TN": 61064486, + "TP": 78521, + "n_pred": 221650, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7535238587870167, + "FN": 42368, + "FP": 91052, + "IoU": 0.6045232907978006, + "TN": 61050385, + "TP": 203945, + "n_pred": 294997, + "n_ref": 246313 + }, + "9": { + "Dice": 0.48597115564712495, + "FN": 53771, + "FP": 1117, + "IoU": 0.3209787960511666, + "TN": 61306916, + "TP": 25946, + "n_pred": 27063, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502879523301108, + "FN": 7058, + "FP": 11613, + "IoU": 0.9052844105576608, + "TN": 39551673, + "TP": 178456, + "n_pred": 190069, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4786944, + "FN": 33133, + "FP": 7594, + "IoU": 0.31466024972234374, + "TN": 39689374, + "TP": 18699, + "n_pred": 26293, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7878672262495231, + "FN": 966, + "FP": 146, + "IoU": 0.6499842618822789, + "TN": 39745623, + "TP": 2065, + "n_pred": 2211, + "n_ref": 3031 + }, + "12": { + "Dice": 0.008059873344847437, + "FN": 3446, + "FP": 0, + "IoU": 0.004046242774566474, + "TN": 39745340, + "TP": 14, + "n_pred": 14, + "n_ref": 3460 + }, + "13": { + "Dice": 0.518866847764056, + "FN": 21081, + "FP": 21073, + "IoU": 0.35031748967387955, + "TN": 39683916, + "TP": 22730, + "n_pred": 43803, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2270513300861746, + "FN": 25758, + "FP": 25817, + "IoU": 0.12806424344885883, + "TN": 39689650, + "TP": 7575, + "n_pred": 33392, + "n_ref": 33333 + }, + "15": { + "Dice": 0.000710054748958275, + "FN": 51697, + "FP": 1782, + "IoU": 0.0003551534636808853, + "TN": 39695302, + "TP": 19, + "n_pred": 1801, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6547994923059172, + "FN": 24211, + "FP": 74516, + "IoU": 0.48676720575162585, + "TN": 39556437, + "TP": 93636, + "n_pred": 168152, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5155091716624509, + "FN": 69567, + "FP": 52062, + "IoU": 0.3472632917778004, + "TN": 39562463, + "TP": 64708, + "n_pred": 116770, + "n_ref": 134275 + }, + "4": { + "Dice": 0.56732602478551, + "FN": 14251, + "FP": 273, + "IoU": 0.39599101721700075, + "TN": 39724754, + "TP": 9522, + "n_pred": 9795, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6141519250780437, + "FN": 3573, + "FP": 135, + "IoU": 0.44315963357861543, + "TN": 39742141, + "TP": 2951, + "n_pred": 3086, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9659766040832832, + "FN": 34615, + "FP": 28316, + "IoU": 0.9341922125726118, + "TN": 38792515, + "TP": 893354, + "n_pred": 921670, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8940927081655804, + "FN": 101940, + "FP": 47343, + "IoU": 0.8084698552647279, + "TN": 38969377, + "TP": 630140, + "n_pred": 677483, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7917863346346329, + "FN": 3494, + "FP": 20720, + "IoU": 0.6553363509551058, + "TN": 39678546, + "TP": 46040, + "n_pred": 66760, + "n_ref": 49534 + }, + "9": { + "Dice": 0.49446197220916965, + "FN": 26897, + "FP": 3227, + "IoU": 0.3284287497770644, + "TN": 39703944, + "TP": 14732, + "n_pred": 17959, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6098203652448867, + "FN": 23476, + "FP": 70553, + "IoU": 0.4386629972120901, + "TN": 101229099, + "TP": 73480, + "n_pred": 144033, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5945070885325255, + "FN": 45300, + "FP": 5297, + "IoU": 0.42298832223337285, + "TN": 101308920, + "TP": 37091, + "n_pred": 42388, + "n_ref": 82391 + }, + "11": { + "Dice": 0.4668941979522184, + "FN": 3819, + "FP": 86, + "IoU": 0.3045414069456812, + "TN": 101390993, + "TP": 1710, + "n_pred": 1796, + "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": 0.5545366857436821, + "FN": 28386, + "FP": 6251, + "IoU": 0.3836394049398534, + "TN": 101340412, + "TP": 21559, + "n_pred": 27810, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8946407945684871, + "FN": 32656, + "FP": 1003, + "IoU": 0.8093665752928116, + "TN": 101220044, + "TP": 142905, + "n_pred": 143908, + "n_ref": 175561 + }, + "15": { + "Dice": 0.506473494978835, + "FN": 12576, + "FP": 15289, + "IoU": 0.3391124919953514, + "TN": 101354445, + "TP": 14298, + "n_pred": 29587, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6618883289775763, + "FN": 67138, + "FP": 49945, + "IoU": 0.49464356623677075, + "TN": 101164924, + "TP": 114601, + "n_pred": 164546, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6040238988467417, + "FN": 58497, + "FP": 83995, + "IoU": 0.4326892833965705, + "TN": 101145437, + "TP": 108679, + "n_pred": 192674, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6210983800869222, + "FN": 5430, + "FP": 324, + "IoU": 0.4504297994269341, + "TN": 101386138, + "TP": 4716, + "n_pred": 5040, + "n_ref": 10146 + }, + "5": { + "Dice": 0.22378892733564013, + "FN": 33342, + "FP": 2550, + "IoU": 0.1259923050698875, + "TN": 101355542, + "TP": 5174, + "n_pred": 7724, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9100132671742843, + "FN": 175076, + "FP": 152323, + "IoU": 0.834884719023265, + "TN": 99413757, + "TP": 1655452, + "n_pred": 1807775, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6092239470014968, + "FN": 211529, + "FP": 108533, + "IoU": 0.43804604320588814, + "TN": 100827056, + "TP": 249490, + "n_pred": 358023, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8267092836615295, + "FN": 18539, + "FP": 80894, + "IoU": 0.7046073681052129, + "TN": 101059995, + "TP": 237180, + "n_pred": 318074, + "n_ref": 255719 + }, + "9": { + "Dice": 0.45896582514814516, + "FN": 58349, + "FP": 8301, + "IoU": 0.2978297513695744, + "TN": 101301688, + "TP": 28270, + "n_pred": 36571, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3376431192170683, + "FN": 172731, + "FP": 935, + "IoU": 0.20311109071720276, + "TN": 73665574, + "TP": 44264, + "n_pred": 45199, + "n_ref": 216995 + }, + "10": { + "Dice": 0.07853219966640901, + "FN": 71015, + "FP": 42238, + "IoU": 0.04087094233521625, + "TN": 73765425, + "TP": 4826, + "n_pred": 47064, + "n_ref": 75841 + }, + "11": { + "Dice": 0.531241296072788, + "FN": 3398, + "FP": 1651, + "IoU": 0.36169405815423517, + "TN": 73875594, + "TP": 2861, + "n_pred": 4512, + "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": 0.02418280022446689, + "FN": 59860, + "FP": 51430, + "IoU": 0.01223939149189218, + "TN": 73770835, + "TP": 1379, + "n_pred": 52809, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7756192105406832, + "FN": 15903, + "FP": 33415, + "IoU": 0.6334787487830437, + "TN": 73748947, + "TP": 85239, + "n_pred": 118654, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8494182819944903, + "FN": 52282, + "FP": 7954, + "IoU": 0.7382511547870977, + "TN": 73653375, + "TP": 169893, + "n_pred": 177847, + "n_ref": 222175 + }, + "2": { + "Dice": 0.39280858684328196, + "FN": 104518, + "FP": 162999, + "IoU": 0.24440684763973347, + "TN": 73529455, + "TP": 86532, + "n_pred": 249531, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4193018945342898, + "FN": 128261, + "FP": 35907, + "IoU": 0.26526374206715064, + "TN": 73660066, + "TP": 59270, + "n_pred": 95177, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 23030, + "IoU": 0.0, + "TN": 73812586, + "TP": 0, + "n_pred": 23030, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 1163, + "IoU": 0.0, + "TN": 73867213, + "TP": 0, + "n_pred": 1163, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6551692563854589, + "FN": 459893, + "FP": 846900, + "IoU": 0.48717599556397795, + "TN": 71335275, + "TP": 1241436, + "n_pred": 2088336, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1982548248869179, + "FN": 140143, + "FP": 122362, + "IoU": 0.11003488596797542, + "TN": 73588543, + "TP": 32456, + "n_pred": 154818, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6121917853925462, + "FN": 33577, + "FP": 24538, + "IoU": 0.4411213155743617, + "TN": 73779519, + "TP": 45870, + "n_pred": 70408, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7082302608778785, + "FN": 30917, + "FP": 17913, + "IoU": 0.5482635483930653, + "TN": 73775410, + "TP": 59264, + "n_pred": 77177, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.896187190608771, + "FN": 17709, + "FP": 21591, + "IoU": 0.8119014229441974, + "TN": 69286843, + "TP": 169633, + "n_pred": 191224, + "n_ref": 187342 + }, + "10": { + "Dice": 0.48330144112898404, + "FN": 35144, + "FP": 33982, + "IoU": 0.3186535902616924, + "TN": 69394321, + "TP": 32329, + "n_pred": 66311, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7403192666350561, + "FN": 1119, + "FP": 524, + "IoU": 0.5877038895859473, + "TN": 69491791, + "TP": 2342, + "n_pred": 2866, + "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": 0.5579395184658342, + "FN": 35457, + "FP": 31669, + "IoU": 0.38690438134207716, + "TN": 69386289, + "TP": 42361, + "n_pred": 74030, + "n_ref": 77818 + }, + "14": { + "Dice": 0.878642361287421, + "FN": 29908, + "FP": 3552, + "IoU": 0.7835523038806627, + "TN": 69341189, + "TP": 121127, + "n_pred": 124679, + "n_ref": 151035 + }, + "15": { + "Dice": 0.410303336666433, + "FN": 38396, + "FP": 121423, + "IoU": 0.25810165305752975, + "TN": 69280357, + "TP": 55600, + "n_pred": 177023, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6300749746068282, + "FN": 10268, + "FP": 153985, + "IoU": 0.459933910927713, + "TN": 69191641, + "TP": 139882, + "n_pred": 293867, + "n_ref": 150150 + }, + "3": { + "Dice": 0.3205242125170469, + "FN": 138842, + "FP": 4153, + "IoU": 0.19084777220719548, + "TN": 69319054, + "TP": 33727, + "n_pred": 37880, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0006463601842126525, + "FN": 37107, + "FP": 0, + "IoU": 0.0003232845712438374, + "TN": 69458657, + "TP": 12, + "n_pred": 12, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6183375439028899, + "FN": 9058, + "FP": 3330, + "IoU": 0.4475315524238505, + "TN": 69473353, + "TP": 10035, + "n_pred": 13365, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8641196120707992, + "FN": 180211, + "FP": 219028, + "IoU": 0.7607487735976826, + "TN": 67827074, + "TP": 1269463, + "n_pred": 1488491, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6742765589722765, + "FN": 69740, + "FP": 165275, + "IoU": 0.5086102712716355, + "TN": 69017510, + "TP": 243251, + "n_pred": 408526, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5006803899699329, + "FN": 19329, + "FP": 119006, + "IoU": 0.3339383988714003, + "TN": 69288085, + "TP": 69356, + "n_pred": 188362, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6015212513199577, + "FN": 43912, + "FP": 4390, + "IoU": 0.43012541441026914, + "TN": 69411017, + "TP": 36457, + "n_pred": 40847, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7438711296850022, + "FN": 33492, + "FP": 82832, + "IoU": 0.5921933228861006, + "TN": 50548309, + "TP": 168919, + "n_pred": 251751, + "n_ref": 202411 + }, + "10": { + "Dice": 0.609718484472801, + "FN": 35512, + "FP": 16116, + "IoU": 0.43855757101222326, + "TN": 50741596, + "TP": 40328, + "n_pred": 56444, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7966116052520119, + "FN": 2027, + "FP": 374, + "IoU": 0.6619738138814585, + "TN": 50826449, + "TP": 4702, + "n_pred": 5076, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 56, + "IoU": 0.0, + "TN": 50827197, + "TP": 0, + "n_pred": 56, + "n_ref": 6299 + }, + "13": { + "Dice": 0.3693925956481386, + "FN": 23189, + "FP": 62421, + "IoU": 0.2265368074879838, + "TN": 50722868, + "TP": 25074, + "n_pred": 87495, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2561111475194967, + "FN": 42921, + "FP": 2483, + "IoU": 0.1468620819240887, + "TN": 50780332, + "TP": 7816, + "n_pred": 10299, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 10201, + "IoU": 0.0, + "TN": 50788595, + "TP": 0, + "n_pred": 10201, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6889221408540029, + "FN": 38267, + "FP": 118692, + "IoU": 0.5254624170853968, + "TN": 50502790, + "TP": 173803, + "n_pred": 292495, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5690100171464669, + "FN": 108557, + "FP": 34717, + "IoU": 0.3976338227132839, + "TN": 50595700, + "TP": 94578, + "n_pred": 129295, + "n_ref": 203135 + }, + "4": { + "Dice": 0.10604308985811876, + "FN": 16956, + "FP": 56, + "IoU": 0.055990233616336496, + "TN": 50815531, + "TP": 1009, + "n_pred": 1065, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6170371953826421, + "FN": 7071, + "FP": 95, + "IoU": 0.44617049231007033, + "TN": 50820613, + "TP": 5773, + "n_pred": 5868, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8820824414041847, + "FN": 190222, + "FP": 346145, + "IoU": 0.7890406896481199, + "TN": 48291038, + "TP": 2006147, + "n_pred": 2352292, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.4547191186865508, + "FN": 64000, + "FP": 330195, + "IoU": 0.29426308458566525, + "TN": 50274994, + "TP": 164363, + "n_pred": 494558, + "n_ref": 228363 + }, + "8": { + "Dice": 0.6486969824289238, + "FN": 12603, + "FP": 85224, + "IoU": 0.4800529370495567, + "TN": 50645404, + "TP": 90321, + "n_pred": 175545, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5502249855854677, + "FN": 68835, + "FP": 6832, + "IoU": 0.37952439524395243, + "TN": 50711602, + "TP": 46283, + "n_pred": 53115, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8051307296493799, + "FN": 65575, + "FP": 5282, + "IoU": 0.6738232789375561, + "TN": 76667625, + "TP": 146378, + "n_pred": 151660, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4825343311283086, + "FN": 36620, + "FP": 24161, + "IoU": 0.3179869838420108, + "TN": 76795740, + "TP": 28339, + "n_pred": 52500, + "n_ref": 64959 + }, + "11": { + "Dice": 0.5801526717557252, + "FN": 1544, + "FP": 381, + "IoU": 0.40860215053763443, + "TN": 76881605, + "TP": 1330, + "n_pred": 1711, + "n_ref": 2874 + }, + "12": { + "Dice": 0.15813625132368514, + "FN": 2385, + "FP": 0, + "IoU": 0.0858566500574933, + "TN": 76882251, + "TP": 224, + "n_pred": 224, + "n_ref": 2609 + }, + "13": { + "Dice": 0.3062403384590351, + "FN": 31491, + "FP": 19671, + "IoU": 0.18080507253338457, + "TN": 76822406, + "TP": 11292, + "n_pred": 30963, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7976328541785515, + "FN": 17891, + "FP": 14390, + "IoU": 0.6633854367615929, + "TN": 76788961, + "TP": 63618, + "n_pred": 78008, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5677273412758257, + "FN": 21192, + "FP": 7472, + "IoU": 0.396382167751174, + "TN": 76837373, + "TP": 18823, + "n_pred": 26295, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5996646405365751, + "FN": 9484, + "FP": 116576, + "IoU": 0.4282293069899716, + "TN": 76664387, + "TP": 94413, + "n_pred": 210989, + "n_ref": 103897 + }, + "3": { + "Dice": 0.3987466234467855, + "FN": 69732, + "FP": 13737, + "IoU": 0.24902156603417097, + "TN": 76773713, + "TP": 27678, + "n_pred": 41415, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7054345693545223, + "FN": 6904, + "FP": 8110, + "IoU": 0.5449199806013579, + "TN": 76851868, + "TP": 17978, + "n_pred": 26088, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6962991971803407, + "FN": 6865, + "FP": 890, + "IoU": 0.5340943226194053, + "TN": 76868215, + "TP": 8890, + "n_pred": 9780, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8893020052804358, + "FN": 30792, + "FP": 243121, + "IoU": 0.8006694974766495, + "TN": 75510695, + "TP": 1100252, + "n_pred": 1343373, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.507433971988967, + "FN": 61720, + "FP": 131325, + "IoU": 0.3399742205476595, + "TN": 76592379, + "TP": 99436, + "n_pred": 230761, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6101581345483784, + "FN": 4458, + "FP": 88630, + "IoU": 0.4390126313759522, + "TN": 76718924, + "TP": 72848, + "n_pred": 161478, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5431845522687313, + "FN": 56548, + "FP": 2690, + "IoU": 0.3728574907100585, + "TN": 76790403, + "TP": 35219, + "n_pred": 37909, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30521701739861506, + "FN": 100794, + "FP": 7465, + "IoU": 0.1800920947000106, + "TN": 130867894, + "TP": 23779, + "n_pred": 31244, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5831029444228364, + "FN": 29828, + "FP": 9831, + "IoU": 0.4115351514971659, + "TN": 130932538, + "TP": 27735, + "n_pred": 37566, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6792332945038653, + "FN": 2361, + "FP": 668, + "IoU": 0.5142719692110327, + "TN": 130993696, + "TP": 3207, + "n_pred": 3875, + "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": 0.4081207928465833, + "FN": 49982, + "FP": 32494, + "IoU": 0.2563767344988324, + "TN": 130889021, + "TP": 28435, + "n_pred": 60929, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6902581297142141, + "FN": 445458, + "FP": 3874, + "IoU": 0.5270184494931047, + "TN": 130049933, + "TP": 500667, + "n_pred": 504541, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 140681, + "IoU": 0.0, + "TN": 130833941, + "TP": 0, + "n_pred": 140681, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5687443922520715, + "FN": 73379, + "FP": 147238, + "IoU": 0.39737443764289404, + "TN": 130633839, + "TP": 145476, + "n_pred": 292714, + "n_ref": 218855 + }, + "3": { + "Dice": 0.3280692817116658, + "FN": 214777, + "FP": 64851, + "IoU": 0.19622181596587446, + "TN": 130652040, + "TP": 68264, + "n_pred": 133115, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 11945, + "IoU": 0.0, + "TN": 130985707, + "TP": 0, + "n_pred": 11945, + "n_ref": 2280 + }, + "5": { + "Dice": 0.21645523740485684, + "FN": 20733, + "FP": 885, + "IoU": 0.12136238010079661, + "TN": 130975328, + "TP": 2986, + "n_pred": 3871, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8595236995538422, + "FN": 86601, + "FP": 366574, + "IoU": 0.7536532755810831, + "TN": 129160350, + "TP": 1386407, + "n_pred": 1752981, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.2907610070316847, + "FN": 152338, + "FP": 100022, + "IoU": 0.17011138186517763, + "TN": 130695843, + "TP": 51729, + "n_pred": 151751, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8422074236470063, + "FN": 28831, + "FP": 7588, + "IoU": 0.7274251371518812, + "TN": 130866321, + "TP": 97192, + "n_pred": 104780, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6415243751546647, + "FN": 24814, + "FP": 11401, + "IoU": 0.4722384144564267, + "TN": 130931312, + "TP": 32405, + "n_pred": 43806, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8683136877082944, + "FN": 13255, + "FP": 140, + "IoU": 0.7672741803777126, + "TN": 74369141, + "TP": 44162, + "n_pred": 44302, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5912132337774845, + "FN": 42946, + "FP": 6601, + "IoU": 0.41966126311844076, + "TN": 74341322, + "TP": 35829, + "n_pred": 42430, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6946188340807175, + "FN": 839, + "FP": 523, + "IoU": 0.5321195465475782, + "TN": 74423787, + "TP": 1549, + "n_pred": 2072, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0008136696501220504, + "FN": 2456, + "FP": 0, + "IoU": 0.000407000407000407, + "TN": 74424241, + "TP": 1, + "n_pred": 1, + "n_ref": 2457 + }, + "13": { + "Dice": 0.33722095539643576, + "FN": 80109, + "FP": 11157, + "IoU": 0.2028056322280843, + "TN": 74312214, + "TP": 23218, + "n_pred": 34375, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9124635986060057, + "FN": 17988, + "FP": 11350, + "IoU": 0.8390189031249142, + "TN": 74244453, + "TP": 152907, + "n_pred": 164257, + "n_ref": 170895 + }, + "15": { + "Dice": 0.053353352705527546, + "FN": 18096, + "FP": 128177, + "IoU": 0.027407826058047143, + "TN": 74276303, + "TP": 4122, + "n_pred": 132299, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5687432989108967, + "FN": 17966, + "FP": 134880, + "IoU": 0.39737337018447916, + "TN": 74173065, + "TP": 100787, + "n_pred": 235667, + "n_ref": 118753 + }, + "3": { + "Dice": 0.09929058186265945, + "FN": 124090, + "FP": 4779, + "IoU": 0.05223869620215927, + "TN": 74290726, + "TP": 7103, + "n_pred": 11882, + "n_ref": 131193 + }, + "4": { + "Dice": 0.13216623294692847, + "FN": 27946, + "FP": 5069, + "IoU": 0.07075909820146922, + "TN": 74391169, + "TP": 2514, + "n_pred": 7583, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519599067491078, + "FN": 24541, + "FP": 62564, + "IoU": 0.9083239399708884, + "TN": 73476559, + "TP": 863034, + "n_pred": 925598, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4959944480485192, + "FN": 84761, + "FP": 48867, + "IoU": 0.32978232520814527, + "TN": 74227318, + "TP": 65752, + "n_pred": 114619, + "n_ref": 150513 + }, + "8": { + "Dice": 0.36232523123252314, + "FN": 9543, + "FP": 109039, + "IoU": 0.2212437036599221, + "TN": 74274427, + "TP": 33689, + "n_pred": 142728, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8238529060720059, + "FN": 6507, + "FP": 5152, + "IoU": 0.7004675778440037, + "TN": 74387774, + "TP": 27265, + "n_pred": 32417, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9456215269712509, + "FN": 8092, + "FP": 7125, + "IoU": 0.8968520803112672, + "TN": 106499162, + "TP": 132309, + "n_pred": 139434, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6020241701900989, + "FN": 45094, + "FP": 26630, + "IoU": 0.43063989902598176, + "TN": 106520715, + "TP": 54249, + "n_pred": 80879, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4520735227100106, + "FN": 3163, + "FP": 444, + "IoU": 0.2920510304219823, + "TN": 106641593, + "TP": 1488, + "n_pred": 1932, + "n_ref": 4651 + }, + "12": { + "Dice": 0.3279781752046075, + "FN": 4388, + "FP": 46, + "IoU": 0.19615663524292967, + "TN": 106641172, + "TP": 1082, + "n_pred": 1128, + "n_ref": 5470 + }, + "13": { + "Dice": 0.49396612919582195, + "FN": 21459, + "FP": 18461, + "IoU": 0.32799138105178105, + "TN": 106587284, + "TP": 19484, + "n_pred": 37945, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9072135551503419, + "FN": 9806, + "FP": 2559, + "IoU": 0.8301837558711237, + "TN": 106573874, + "TP": 60449, + "n_pred": 63008, + "n_ref": 70255 + }, + "15": { + "Dice": 0.184730836445876, + "FN": 15779, + "FP": 79389, + "IoU": 0.10176498348277489, + "TN": 106540738, + "TP": 10782, + "n_pred": 90171, + "n_ref": 26561 + }, + "2": { + "Dice": 0.719719313998757, + "FN": 13542, + "FP": 121303, + "IoU": 0.5621574408395459, + "TN": 106338712, + "TP": 173131, + "n_pred": 294434, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6132647945707722, + "FN": 68531, + "FP": 34841, + "IoU": 0.4422364069000124, + "TN": 106461355, + "TP": 81961, + "n_pred": 116802, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6176369980160088, + "FN": 5569, + "FP": 20, + "IoU": 0.4467979807977828, + "TN": 106636585, + "TP": 4514, + "n_pred": 4534, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7149179901067431, + "FN": 1696, + "FP": 494, + "IoU": 0.5563209076175041, + "TN": 106641752, + "TP": 2746, + "n_pred": 3240, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9564172833054987, + "FN": 26163, + "FP": 87434, + "IoU": 0.9164748208315534, + "TN": 105286655, + "TP": 1246436, + "n_pred": 1333870, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7341784776321184, + "FN": 71829, + "FP": 120075, + "IoU": 0.5800015757819819, + "TN": 106189772, + "TP": 265012, + "n_pred": 385087, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6421042114202927, + "FN": 6766, + "FP": 64874, + "IoU": 0.4728670762665097, + "TN": 106510783, + "TP": 64265, + "n_pred": 129139, + "n_ref": 71031 + }, + "9": { + "Dice": 0.5179248032643544, + "FN": 54875, + "FP": 1361, + "IoU": 0.3494591937069813, + "TN": 106560243, + "TP": 30209, + "n_pred": 31570, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7928563356571415, + "FN": 53013, + "FP": 144, + "IoU": 0.6568036258457725, + "TN": 107972040, + "TP": 101731, + "n_pred": 101875, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7752032739539705, + "FN": 16453, + "FP": 21064, + "IoU": 0.6329240252433834, + "TN": 108024723, + "TP": 64688, + "n_pred": 85752, + "n_ref": 81141 + }, + "11": { + "Dice": 0.49029714978775013, + "FN": 1420, + "FP": 1942, + "IoU": 0.32476400883711587, + "TN": 108121949, + "TP": 1617, + "n_pred": 3559, + "n_ref": 3037 + }, + "12": { + "Dice": 0.3450996677740864, + "FN": 3143, + "FP": 11, + "IoU": 0.2085319949811794, + "TN": 108122943, + "TP": 831, + "n_pred": 842, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5656132542708658, + "FN": 35738, + "FP": 28288, + "IoU": 0.39432409422003595, + "TN": 108021218, + "TP": 41684, + "n_pred": 69972, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6793481247046671, + "FN": 8983, + "FP": 20196, + "IoU": 0.5144036346086638, + "TN": 108066839, + "TP": 30910, + "n_pred": 51106, + "n_ref": 39893 + }, + "15": { + "Dice": 0.06847611232394547, + "FN": 20597, + "FP": 159896, + "IoU": 0.03545185889796769, + "TN": 107939801, + "TP": 6634, + "n_pred": 166530, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6204813571451122, + "FN": 13518, + "FP": 202860, + "IoU": 0.44978105976229343, + "TN": 107733670, + "TP": 176880, + "n_pred": 379740, + "n_ref": 190398 + }, + "3": { + "Dice": 0.32415782720614605, + "FN": 159561, + "FP": 10047, + "IoU": 0.19342980649886105, + "TN": 107916645, + "TP": 40675, + "n_pred": 50722, + "n_ref": 200236 + }, + "4": { + "Dice": 0.24944126184910217, + "FN": 28454, + "FP": 763, + "IoU": 0.14249236910072788, + "TN": 108092856, + "TP": 4855, + "n_pred": 5618, + "n_ref": 33309 + }, + "5": { + "Dice": 0.3627533783783784, + "FN": 3018, + "FP": 0, + "IoU": 0.22156306422491617, + "TN": 108123051, + "TP": 859, + "n_pred": 859, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8849369814388462, + "FN": 53373, + "FP": 317459, + "IoU": 0.7936205996507213, + "TN": 106330082, + "TP": 1426014, + "n_pred": 1743473, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6749428544545852, + "FN": 73462, + "FP": 102731, + "IoU": 0.5093688651267699, + "TN": 107767813, + "TP": 182922, + "n_pred": 285653, + "n_ref": 256384 + }, + "8": { + "Dice": 0.48209960275167135, + "FN": 3365, + "FP": 82159, + "IoU": 0.3176095108912471, + "TN": 108001598, + "TP": 39806, + "n_pred": 121965, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7030185789707009, + "FN": 26850, + "FP": 2626, + "IoU": 0.5420421353551674, + "TN": 108062564, + "TP": 34888, + "n_pred": 37514, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7462285469981066, + "FN": 45076, + "FP": 8939, + "IoU": 0.5951870615744349, + "TN": 62436728, + "TP": 79417, + "n_pred": 88356, + "n_ref": 124493 + }, + "10": { + "Dice": 0.637705357941501, + "FN": 27064, + "FP": 9389, + "IoU": 0.46811118406653535, + "TN": 62501625, + "TP": 32082, + "n_pred": 41471, + "n_ref": 59146 + }, + "11": { + "Dice": 0.4664941041127409, + "FN": 1241, + "FP": 614, + "IoU": 0.30420105026256566, + "TN": 62567494, + "TP": 811, + "n_pred": 1425, + "n_ref": 2052 + }, + "12": { + "Dice": 0.43531899894254494, + "FN": 3032, + "FP": 172, + "IoU": 0.27821581437260645, + "TN": 62565721, + "TP": 1235, + "n_pred": 1407, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5759176927911361, + "FN": 16967, + "FP": 19471, + "IoU": 0.4044132069303694, + "TN": 62508980, + "TP": 24742, + "n_pred": 44213, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8040171383531283, + "FN": 115741, + "FP": 625, + "IoU": 0.6722647657726419, + "TN": 62215099, + "TP": 238695, + "n_pred": 239320, + "n_ref": 354436 + }, + "15": { + "Dice": 0.37211482710551314, + "FN": 61175, + "FP": 40619, + "IoU": 0.2285878840237045, + "TN": 62438202, + "TP": 30164, + "n_pred": 70783, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6995649992887252, + "FN": 26858, + "FP": 93523, + "IoU": 0.5379469169209511, + "TN": 62309625, + "TP": 140154, + "n_pred": 233677, + "n_ref": 167012 + }, + "3": { + "Dice": 0.561403287972941, + "FN": 110954, + "FP": 28443, + "IoU": 0.3902436890613313, + "TN": 62341549, + "TP": 89214, + "n_pred": 117657, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8742100711767445, + "FN": 3767, + "FP": 1906, + "IoU": 0.7765303710706689, + "TN": 62544774, + "TP": 19713, + "n_pred": 21619, + "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": 0.9260259191684418, + "FN": 48349, + "FP": 176794, + "IoU": 0.8622423349839476, + "TN": 60935819, + "TP": 1409198, + "n_pred": 1585992, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6148824120239248, + "FN": 51492, + "FP": 118750, + "IoU": 0.4439207308907159, + "TN": 62264013, + "TP": 135905, + "n_pred": 254655, + "n_ref": 187397 + }, + "8": { + "Dice": 0.5895185856874908, + "FN": 3649, + "FP": 88924, + "IoU": 0.417955585735124, + "TN": 62411112, + "TP": 66475, + "n_pred": 155399, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6159885476547297, + "FN": 22057, + "FP": 12279, + "IoU": 0.44507474747474746, + "TN": 62508285, + "TP": 27539, + "n_pred": 39818, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6488204370383458, + "FN": 139331, + "FP": 13712, + "IoU": 0.4801881665647714, + "TN": 55086828, + "TP": 141377, + "n_pred": 155089, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7902812978344332, + "FN": 13582, + "FP": 19848, + "IoU": 0.6532769117479282, + "TN": 55284831, + "TP": 62987, + "n_pred": 82835, + "n_ref": 76569 + }, + "11": { + "Dice": 0.4130281690140845, + "FN": 3154, + "FP": 180, + "IoU": 0.2602618149545152, + "TN": 55376741, + "TP": 1173, + "n_pred": 1353, + "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": 0.5172256036917691, + "FN": 28868, + "FP": 19674, + "IoU": 0.3488228586759675, + "TN": 55306703, + "TP": 26003, + "n_pred": 45677, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8705984560230496, + "FN": 16019, + "FP": 7515, + "IoU": 0.7708493588183173, + "TN": 55278547, + "TP": 79167, + "n_pred": 86682, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8364706264833057, + "FN": 10672, + "FP": 19508, + "IoU": 0.7189080443711755, + "TN": 55273881, + "TP": 77187, + "n_pred": 96695, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6456302837757795, + "FN": 9523, + "FP": 194488, + "IoU": 0.47670165394402036, + "TN": 54991392, + "TP": 185845, + "n_pred": 380333, + "n_ref": 195368 + }, + "3": { + "Dice": 0.011810772275542124, + "FN": 182779, + "FP": 2965, + "IoU": 0.005940466888586811, + "TN": 55194394, + "TP": 1110, + "n_pred": 4075, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6604793656514687, + "FN": 3744, + "FP": 24, + "IoU": 0.49307143818108434, + "TN": 55373815, + "TP": 3665, + "n_pred": 3689, + "n_ref": 7409 + }, + "5": { + "Dice": 0.34364462688755315, + "FN": 4468, + "FP": 9, + "IoU": 0.20747034873428927, + "TN": 55375599, + "TP": 1172, + "n_pred": 1181, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9071130053968145, + "FN": 98169, + "FP": 188677, + "IoU": 0.83001537201582, + "TN": 53693766, + "TP": 1400636, + "n_pred": 1589313, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6567476567476568, + "FN": 52564, + "FP": 75684, + "IoU": 0.488923514667028, + "TN": 55130311, + "TP": 122689, + "n_pred": 198373, + "n_ref": 175253 + }, + "8": { + "Dice": 0.838419678274563, + "FN": 4991, + "FP": 11221, + "IoU": 0.7217922537024007, + "TN": 55322975, + "TP": 42061, + "n_pred": 53282, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7740149137362308, + "FN": 12199, + "FP": 10409, + "IoU": 0.6313412148389727, + "TN": 55319923, + "TP": 38717, + "n_pred": 49126, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6235156135464008, + "FN": 156896, + "FP": 2320, + "IoU": 0.4529768878474811, + "TN": 110855556, + "TP": 131843, + "n_pred": 134163, + "n_ref": 288739 + }, + "10": { + "Dice": 0.47185924477826935, + "FN": 50172, + "FP": 21690, + "IoU": 0.30877996229464044, + "TN": 111042651, + "TP": 32102, + "n_pred": 53792, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7527492895094526, + "FN": 588, + "FP": 1413, + "IoU": 0.6035268476322568, + "TN": 111141568, + "TP": 3046, + "n_pred": 4459, + "n_ref": 3634 + }, + "12": { + "Dice": 0.37816662313920085, + "FN": 2380, + "FP": 1, + "IoU": 0.23317230273752013, + "TN": 111143510, + "TP": 724, + "n_pred": 725, + "n_ref": 3104 + }, + "13": { + "Dice": 0.3943273092369478, + "FN": 35887, + "FP": 46155, + "IoU": 0.2455838674378615, + "TN": 111037866, + "TP": 26707, + "n_pred": 72862, + "n_ref": 62594 + }, + "14": { + "Dice": 0.3473665172919639, + "FN": 32473, + "FP": 4, + "IoU": 0.2101896887159533, + "TN": 111105495, + "TP": 8643, + "n_pred": 8647, + "n_ref": 41116 + }, + "15": { + "Dice": 0.13354029041092988, + "FN": 12760, + "FP": 150799, + "IoU": 0.07154737373909391, + "TN": 110970452, + "TP": 12604, + "n_pred": 163403, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5792936973085523, + "FN": 10937, + "FP": 199600, + "IoU": 0.4077504943922, + "TN": 110791128, + "TP": 144950, + "n_pred": 344550, + "n_ref": 155887 + }, + "3": { + "Dice": 0.2702804863536774, + "FN": 205949, + "FP": 2545, + "IoU": 0.1562568290531189, + "TN": 110899509, + "TP": 38612, + "n_pred": 41157, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7224183731799994, + "FN": 8096, + "FP": 159, + "IoU": 0.565457703847976, + "TN": 111127618, + "TP": 10742, + "n_pred": 10901, + "n_ref": 18838 + }, + "5": { + "Dice": 0.6747296197232237, + "FN": 1866, + "FP": 931, + "IoU": 0.5091260091260091, + "TN": 111140917, + "TP": 2901, + "n_pred": 3832, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9006070456559739, + "FN": 26110, + "FP": 322214, + "IoU": 0.8191857534627721, + "TN": 109220196, + "TP": 1578095, + "n_pred": 1900309, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.15724960691459622, + "FN": 327795, + "FP": 217837, + "IoU": 0.08533418715016838, + "TN": 110550078, + "TP": 50905, + "n_pred": 268742, + "n_ref": 378700 + }, + "8": { + "Dice": 0.5553861437299632, + "FN": 4237, + "FP": 117946, + "IoU": 0.38445300889191164, + "TN": 110948120, + "TP": 76312, + "n_pred": 194258, + "n_ref": 80549 + }, + "9": { + "Dice": 0.6667639236457901, + "FN": 26146, + "FP": 3549, + "IoU": 0.5001094220830598, + "TN": 111087212, + "TP": 29708, + "n_pred": 33257, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9141639458664607, + "FN": 18796, + "FP": 15644, + "IoU": 0.8418986847843551, + "TN": 96903190, + "TP": 183395, + "n_pred": 199039, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6349820766936771, + "FN": 32242, + "FP": 16228, + "IoU": 0.4651822264396606, + "TN": 97030396, + "TP": 42159, + "n_pred": 58387, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6134185303514377, + "FN": 1704, + "FP": 1079, + "IoU": 0.4423963133640553, + "TN": 97116034, + "TP": 2208, + "n_pred": 3287, + "n_ref": 3912 + }, + "12": { + "Dice": 0.2841582572481179, + "FN": 4396, + "FP": 73, + "IoU": 0.1656086631814787, + "TN": 97115669, + "TP": 887, + "n_pred": 960, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6459392517272846, + "FN": 16686, + "FP": 21338, + "IoU": 0.4770386059497449, + "TN": 97048316, + "TP": 34685, + "n_pred": 56023, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8631925911672927, + "FN": 30127, + "FP": 2579, + "IoU": 0.759312953505144, + "TN": 96985139, + "TP": 103180, + "n_pred": 105759, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7574215740724152, + "FN": 26222, + "FP": 858, + "IoU": 0.6095563533601511, + "TN": 97051668, + "TP": 42277, + "n_pred": 43135, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6461582670866993, + "FN": 16738, + "FP": 148263, + "IoU": 0.47727755126608945, + "TN": 96805368, + "TP": 150656, + "n_pred": 298919, + "n_ref": 167394 + }, + "3": { + "Dice": 0.45706436444735415, + "FN": 145143, + "FP": 32328, + "IoU": 0.2962303507130054, + "TN": 96868853, + "TP": 74701, + "n_pred": 107029, + "n_ref": 219844 + }, + "4": { + "Dice": 0.588813358947835, + "FN": 9264, + "FP": 1866, + "IoU": 0.4172469762814807, + "TN": 97101926, + "TP": 7969, + "n_pred": 9835, + "n_ref": 17233 + }, + "5": { + "Dice": 0.015422201862879828, + "FN": 12357, + "FP": 539, + "IoU": 0.007771024082480572, + "TN": 97108028, + "TP": 101, + "n_pred": 640, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9026127329423753, + "FN": 53989, + "FP": 276964, + "IoU": 0.8225106669612728, + "TN": 95256389, + "TP": 1533683, + "n_pred": 1810647, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6280638840622574, + "FN": 122903, + "FP": 118549, + "IoU": 0.4577938263786901, + "TN": 96675711, + "TP": 203862, + "n_pred": 322411, + "n_ref": 326765 + }, + "8": { + "Dice": 0.674736325190381, + "FN": 8049, + "FP": 80707, + "IoU": 0.5091336448856566, + "TN": 96940210, + "TP": 92059, + "n_pred": 172766, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6418519570685199, + "FN": 49128, + "FP": 2561, + "IoU": 0.47259351468277455, + "TN": 97023019, + "TP": 46317, + "n_pred": 48878, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9275585322200536, + "FN": 25335, + "FP": 1500, + "IoU": 0.8649036428441974, + "TN": 78857769, + "TP": 171801, + "n_pred": 173301, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8055762040540091, + "FN": 20403, + "FP": 14645, + "IoU": 0.6744475510185125, + "TN": 78948748, + "TP": 72609, + "n_pred": 87254, + "n_ref": 93012 + }, + "11": { + "Dice": 0.4421722335832765, + "FN": 2036, + "FP": 419, + "IoU": 0.2838389731621937, + "TN": 79052977, + "TP": 973, + "n_pred": 1392, + "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": 0.6024116317114865, + "FN": 32702, + "FP": 10558, + "IoU": 0.4310365236147462, + "TN": 78980372, + "TP": 32773, + "n_pred": 43331, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5995269843211614, + "FN": 8473, + "FP": 30811, + "IoU": 0.4280889225349037, + "TN": 78987716, + "TP": 29405, + "n_pred": 60216, + "n_ref": 37878 + }, + "15": { + "Dice": 0.22143896556412102, + "FN": 16543, + "FP": 138080, + "IoU": 0.12450456367630738, + "TN": 78879793, + "TP": 21989, + "n_pred": 160069, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5927564840381438, + "FN": 13353, + "FP": 123221, + "IoU": 0.4212181312720369, + "TN": 78820437, + "TP": 99394, + "n_pred": 222615, + "n_ref": 112747 + }, + "3": { + "Dice": 0.007231796576560814, + "FN": 120884, + "FP": 15296, + "IoU": 0.0036290204571395126, + "TN": 78919729, + "TP": 496, + "n_pred": 15792, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5275640445369784, + "FN": 2654, + "FP": 7784, + "IoU": 0.3582933726792082, + "TN": 79040139, + "TP": 5828, + "n_pred": 13612, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4552907050069366, + "FN": 3153, + "FP": 1166, + "IoU": 0.2947419986936643, + "TN": 79050281, + "TP": 1805, + "n_pred": 2971, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9459343524293845, + "FN": 70522, + "FP": 72154, + "IoU": 0.8974150278111717, + "TN": 77665597, + "TP": 1248132, + "n_pred": 1320286, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6553842998389325, + "FN": 202360, + "FP": 83273, + "IoU": 0.48741383858631576, + "TN": 78499166, + "TP": 271606, + "n_pred": 354879, + "n_ref": 473966 + }, + "8": { + "Dice": 0.33541902808808405, + "FN": 5930, + "FP": 95503, + "IoU": 0.20150358183106354, + "TN": 78929375, + "TP": 25597, + "n_pred": 121100, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7366785932454839, + "FN": 29083, + "FP": 1091, + "IoU": 0.5831284020889171, + "TN": 78984023, + "TP": 42208, + "n_pred": 43299, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9451711661564153, + "FN": 14379, + "FP": 11034, + "IoU": 0.8960422163588391, + "TN": 122467485, + "TP": 219042, + "n_pred": 230076, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6230675324941782, + "FN": 49660, + "FP": 23826, + "IoU": 0.45250406043718616, + "TN": 122577718, + "TP": 60736, + "n_pred": 84562, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6879432624113475, + "FN": 1757, + "FP": 443, + "IoU": 0.5243243243243243, + "TN": 122707315, + "TP": 2425, + "n_pred": 2868, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 44, + "IoU": 0.0, + "TN": 122705606, + "TP": 0, + "n_pred": 44, + "n_ref": 6290 + }, + "13": { + "Dice": 0.37868377348660004, + "FN": 30542, + "FP": 45778, + "IoU": 0.2335656470304686, + "TN": 122612362, + "TP": 23258, + "n_pred": 69036, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8189423733920127, + "FN": 31587, + "FP": 2066, + "IoU": 0.6933974726906642, + "TN": 122602179, + "TP": 76108, + "n_pred": 78174, + "n_ref": 107695 + }, + "15": { + "Dice": 0.854535392454761, + "FN": 10170, + "FP": 3761, + "IoU": 0.7460164083865086, + "TN": 122657090, + "TP": 40919, + "n_pred": 44680, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5670241569675446, + "FN": 56313, + "FP": 66821, + "IoU": 0.39569694054828675, + "TN": 122508178, + "TP": 80628, + "n_pred": 147449, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6559951607933812, + "FN": 29842, + "FP": 91859, + "IoU": 0.48808988007857357, + "TN": 122474201, + "TP": 116038, + "n_pred": 207897, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6013741747274681, + "FN": 34141, + "FP": 7399, + "IoU": 0.4299750253862832, + "TN": 122639066, + "TP": 31334, + "n_pred": 38733, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0333889816360601, + "FN": 16909, + "FP": 461, + "IoU": 0.01697792869269949, + "TN": 122694270, + "TP": 300, + "n_pred": 761, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9040572776698637, + "FN": 57877, + "FP": 292958, + "IoU": 0.8249128893777442, + "TN": 120708166, + "TP": 1652939, + "n_pred": 1945897, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.45388629146049286, + "FN": 271731, + "FP": 436934, + "IoU": 0.2935659188283401, + "TN": 121708782, + "TP": 294493, + "n_pred": 731427, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5955514847756448, + "FN": 8357, + "FP": 165623, + "IoU": 0.4240465053149404, + "TN": 122409867, + "TP": 128093, + "n_pred": 293716, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7226465137086981, + "FN": 29517, + "FP": 5201, + "IoU": 0.5657373009618872, + "TN": 122631993, + "TP": 45229, + "n_pred": 50430, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..126d5d96c24feedc3fd1faae48ab13c95c7e5136 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,10044 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1645957985038716, + "FN": 3244.911111111112, + "FP": 1726.2555555555555, + "IoU": 0.12545389825196226, + "TN": 240174.32222222222, + "TP": 3099.844444444444, + "n_pred": 4826.100000000001, + "n_ref": 6344.7555555555555 + }, + "mean": { + "1": { + "Dice": 0.0934057570317448, + "FN": 1120.0, + "FP": 2356.3333333333335, + "IoU": 0.08033337676883336, + "TN": 241490.83333333334, + "TP": 3278.1666666666665, + "n_pred": 5634.5, + "n_ref": 4398.166666666667 + }, + "10": { + "Dice": 0.10582625938366627, + "FN": 4001.0833333333335, + "FP": 792.1666666666666, + "IoU": 0.06831715822378989, + "TN": 242605.58333333334, + "TP": 846.5, + "n_pred": 1638.6666666666667, + "n_ref": 4847.583333333333 + }, + "11": { + "Dice": 0.24405286343612334, + "FN": 198.41666666666666, + "FP": 22.166666666666668, + "IoU": 0.16142191142191142, + "TN": 248001.66666666666, + "TP": 23.083333333333332, + "n_pred": 45.25, + "n_ref": 221.5 + }, + "12": { + "Dice": 0.16015625, + "FN": 30.333333333333332, + "FP": 0.8333333333333334, + "IoU": 0.10539845758354756, + "TN": 248203.91666666666, + "TP": 10.25, + "n_pred": 11.083333333333334, + "n_ref": 40.583333333333336 + }, + "13": { + "Dice": 0.07364065428549307, + "FN": 2214.8333333333335, + "FP": 701.3333333333334, + "IoU": 0.051545927331485414, + "TN": 245030.5, + "TP": 298.6666666666667, + "n_pred": 1000.0, + "n_ref": 2513.5 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5983.916666666667, + "IoU": 0.0, + "TN": 242261.41666666666, + "TP": 0.0, + "n_pred": 5983.916666666667, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 725.25, + "IoU": 0.0, + "TN": 247520.08333333334, + "TP": 0.0, + "n_pred": 725.25, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.36870184897990216, + "FN": 383.5833333333333, + "FP": 2271.4166666666665, + "IoU": 0.30786066052843486, + "TN": 242270.41666666666, + "TP": 3319.9166666666665, + "n_pred": 5591.333333333333, + "n_ref": 3703.5 + }, + "3": { + "Dice": 0.23491141522207573, + "FN": 2017.75, + "FP": 15.833333333333334, + "IoU": 0.1792149438078782, + "TN": 246182.08333333334, + "TP": 29.666666666666668, + "n_pred": 45.5, + "n_ref": 2047.4166666666667 + }, + "4": { + "Dice": 0.009756598541645272, + "FN": 330.9166666666667, + "FP": 813.25, + "IoU": 0.005050773565846137, + "TN": 247093.25, + "TP": 7.916666666666667, + "n_pred": 821.1666666666666, + "n_ref": 338.8333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 17.916666666666668, + "FP": 858.75, + "IoU": 0.0, + "TN": 247368.66666666666, + "TP": 0.0, + "n_pred": 858.75, + "n_ref": 17.916666666666668 + }, + "6": { + "Dice": 0.4778272515040477, + "FN": 27524.416666666668, + "FP": 3899.25, + "IoU": 0.40523017332778544, + "TN": 184904.33333333334, + "TP": 31917.333333333332, + "n_pred": 35816.583333333336, + "n_ref": 59441.75 + }, + "7": { + "Dice": 0.13680051434511403, + "FN": 7859.0, + "FP": 4911.666666666667, + "IoU": 0.08559495946808802, + "TN": 233048.83333333334, + "TP": 2425.8333333333335, + "n_pred": 7337.5, + "n_ref": 10284.833333333334 + }, + "8": { + "Dice": 0.25635212455765727, + "FN": 2386.3333333333335, + "FP": 944.8333333333334, + "IoU": 0.20975044001921314, + "TN": 241816.0, + "TP": 3098.1666666666665, + "n_pred": 4043.0, + "n_ref": 5484.5 + }, + "9": { + "Dice": 0.30750544027060417, + "FN": 589.0833333333334, + "FP": 1596.8333333333333, + "IoU": 0.22208969173262058, + "TN": 244817.25, + "TP": 1242.1666666666667, + "n_pred": 2839.0, + "n_ref": 1831.25 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 838, + "IoU": 0.0, + "TN": 174394, + "TP": 0, + "n_pred": 838, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2583, + "IoU": 0.0, + "TN": 172649, + "TP": 0, + "n_pred": 2583, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5143845987454034, + "FN": 83, + "FP": 2162, + "IoU": 0.3462434478741992, + "TN": 171798, + "TP": 1189, + "n_pred": 3351, + "n_ref": 1272 + }, + "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": 283, + "IoU": 0.0, + "TN": 174949, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.14535475779566723, + "FN": 159458, + "FP": 0, + "IoU": 0.0783733484377348, + "TN": 2214, + "TP": 13560, + "n_pred": 13560, + "n_ref": 173018 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48133, + "IoU": 0.0, + "TN": 127099, + "TP": 0, + "n_pred": 48133, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 175112, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8049856089335787, + "FN": 31078, + "FP": 496, + "IoU": 0.6736200124043829, + "TN": 78492, + "TP": 65166, + "n_pred": 65662, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3635, + "IoU": 0.0, + "TN": 346829, + "TP": 0, + "n_pred": 3635, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2875, + "IoU": 0.0, + "TN": 347589, + "TP": 0, + "n_pred": 2875, + "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": 381, + "IoU": 0.0, + "TN": 350083, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 39146, + "IoU": 0.0, + "TN": 311318, + "TP": 0, + "n_pred": 39146, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1251, + "IoU": 0.0, + "TN": 349213, + "TP": 0, + "n_pred": 1251, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5179, + "IoU": 0.0, + "TN": 345285, + "TP": 0, + "n_pred": 5179, + "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": 9115, + "IoU": 0.0, + "TN": 341349, + "TP": 0, + "n_pred": 9115, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2011, + "IoU": 0.0, + "TN": 348453, + "TP": 0, + "n_pred": 2011, + "n_ref": 0 + }, + "8": { + "Dice": 0.017994858611825194, + "FN": 11454, + "FP": 6, + "IoU": 0.009079118028534372, + "TN": 338899, + "TP": 105, + "n_pred": 111, + "n_ref": 11559 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 826, + "IoU": 0.0, + "TN": 349638, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002139582272032603, + "FN": 522, + "FP": 19066, + "IoU": 0.0010709368147279312, + "TN": 330855, + "TP": 21, + "n_pred": 19087, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 350164, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "11": { + "Dice": 0.4881057268722467, + "FN": 357, + "FP": 224, + "IoU": 0.32284382284382285, + "TN": 349606, + "TP": 277, + "n_pred": 501, + "n_ref": 634 + }, + "12": { + "Dice": 0.48046875, + "FN": 256, + "FP": 10, + "IoU": 0.3161953727506427, + "TN": 350075, + "TP": 123, + "n_pred": 133, + "n_ref": 379 + }, + "13": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 350254, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1486, + "IoU": 0.0, + "TN": 348978, + "TP": 0, + "n_pred": 1486, + "n_ref": 0 + }, + "3": { + "Dice": 0.6952789699570815, + "FN": 24, + "FP": 189, + "IoU": 0.5328947368421053, + "TN": 350008, + "TP": 243, + "n_pred": 432, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9375, + "IoU": 0.0, + "TN": 341089, + "TP": 0, + "n_pred": 9375, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 350249, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.7583711270653096, + "FN": 70767, + "FP": 146, + "IoU": 0.6107872840237986, + "TN": 168268, + "TP": 111283, + "n_pred": 111429, + "n_ref": 182050 + }, + "7": { + "Dice": 0.1032329169728141, + "FN": 4872, + "FP": 4892, + "IoU": 0.05442572147975983, + "TN": 340138, + "TP": 562, + "n_pred": 5454, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9399669838542994, + "FN": 1991, + "FP": 2482, + "IoU": 0.8867336861563394, + "TN": 310973, + "TP": 35018, + "n_pred": 37500, + "n_ref": 37009 + }, + "9": { + "Dice": 0.6308322279254859, + "FN": 1306, + "FP": 5095, + "IoU": 0.4607413647851727, + "TN": 338594, + "TP": 5469, + "n_pred": 10564, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 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": 0.0, + "FN": 0, + "FP": 4726, + "IoU": 0.0, + "TN": 170506, + "TP": 0, + "n_pred": 4726, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7252, + "IoU": 0.0, + "TN": 167980, + "TP": 0, + "n_pred": 7252, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 926, + "IoU": 0.0, + "TN": 174306, + "TP": 0, + "n_pred": 926, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 174992, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4605, + "FP": 0, + "IoU": 0.0, + "TN": 170627, + "TP": 0, + "n_pred": 0, + "n_ref": 4605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9935, + "IoU": 0.0, + "TN": 165297, + "TP": 0, + "n_pred": 9935, + "n_ref": 0 + }, + "6": { + "Dice": 0.13232612659546758, + "FN": 23317, + "FP": 0, + "IoU": 0.0708507670850767, + "TN": 150137, + "TP": 1778, + "n_pred": 1778, + "n_ref": 25095 + }, + "7": { + "Dice": 0.3920049480777369, + "FN": 37341, + "FP": 13, + "IoU": 0.24378492185602074, + "TN": 125836, + "TP": 12042, + "n_pred": 12055, + "n_ref": 49383 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.529560471128986, + "FN": 14337, + "FP": 2039, + "IoU": 0.36013753760793965, + "TN": 149639, + "TP": 9217, + "n_pred": 11256, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.5786278586278586, + "FN": 4543, + "FP": 524, + "IoU": 0.4070910367423356, + "TN": 166686, + "TP": 3479, + "n_pred": 4003, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 63, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8972187805896487, + "FN": 13585, + "FP": 1430, + "IoU": 0.8135963551042197, + "TN": 94681, + "TP": 65536, + "n_pred": 66966, + "n_ref": 79121 + }, + "7": { + "Dice": 0.08603539594367653, + "FN": 7075, + "FP": 0, + "IoU": 0.044951403887688986, + "TN": 167824, + "TP": 333, + "n_pred": 333, + "n_ref": 7408 + }, + "8": { + "Dice": 0.6982449518777127, + "FN": 1198, + "FP": 401, + "IoU": 0.5363873586546826, + "TN": 171783, + "TP": 1850, + "n_pred": 2251, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5993091537132987, + "FN": 3531, + "FP": 2037, + "IoU": 0.4278668310727497, + "TN": 165500, + "TP": 4164, + "n_pred": 6201, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.21122334455667788, + "FN": 2738, + "FP": 4290, + "IoU": 0.11808256995858954, + "TN": 167263, + "TP": 941, + "n_pred": 5231, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.010497375656085979, + "FN": 17436, + "FP": 2359, + "IoU": 0.0052763819095477385, + "TN": 155332, + "TP": 105, + "n_pred": 2464, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0682961897915169, + "FN": 2592, + "FP": 0, + "IoU": 0.03535541496092296, + "TN": 172545, + "TP": 95, + "n_pred": 95, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7194127243066885, + "FN": 75, + "FP": 269, + "IoU": 0.5617834394904458, + "TN": 174447, + "TP": 441, + "n_pred": 710, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 174858, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 900, + "IoU": 0.0, + "TN": 160966, + "TP": 0, + "n_pred": 900, + "n_ref": 13366 + }, + "9": { + "Dice": 0.6148912599848405, + "FN": 2232, + "FP": 4373, + "IoU": 0.443929954537801, + "TN": 163354, + "TP": 5273, + "n_pred": 9646, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1859, + "IoU": 0.0, + "TN": 173373, + "TP": 0, + "n_pred": 1859, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 26333, + "FP": 0, + "IoU": 0.0, + "TN": 148899, + "TP": 0, + "n_pred": 0, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 170843, + "TP": 0, + "n_pred": 0, + "n_ref": 4389 + }, + "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": 7439, + "IoU": 0.0, + "TN": 167793, + "TP": 0, + "n_pred": 7439, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.004913439023453994, + "FN": 25877, + "FP": 46, + "IoU": 0.0024627698464616925, + "TN": 149245, + "TP": 64, + "n_pred": 110, + "n_ref": 25941 + }, + "7": { + "Dice": 0.23928695854140053, + "FN": 25796, + "FP": 406, + "IoU": 0.13590343963328166, + "TN": 144909, + "TP": 4121, + "n_pred": 4527, + "n_ref": 29917 + }, + "8": { + "Dice": 0.3946102021174206, + "FN": 627, + "FP": 2, + "IoU": 0.24580335731414868, + "TN": 174398, + "TP": 205, + "n_pred": 207, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8385122310136706, + "FN": 12739, + "FP": 2405, + "IoU": 0.7219294541047723, + "TN": 120771, + "TP": 39317, + "n_pred": 41722, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 707, + "IoU": 0.0, + "TN": 174525, + "TP": 0, + "n_pred": 707, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 1, + "IoU": 0.0, + "TN": 174718, + "TP": 0, + "n_pred": 1, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 28161, + "IoU": 0.0, + "TN": 147071, + "TP": 0, + "n_pred": 28161, + "n_ref": 0 + }, + "7": { + "Dice": 0.5474449239155121, + "FN": 19224, + "FP": 702, + "IoU": 0.37688410782412907, + "TN": 143254, + "TP": 12052, + "n_pred": 12754, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 2024, + "FP": 42, + "IoU": 0.0, + "TN": 348398, + "TP": 0, + "n_pred": 42, + "n_ref": 2024 + }, + "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": 417, + "IoU": 0.0, + "TN": 350047, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 30078, + "IoU": 0.0, + "TN": 320386, + "TP": 0, + "n_pred": 30078, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "2": { + "Dice": 0.7498229194486699, + "FN": 4346, + "FP": 17199, + "IoU": 0.5997733689998513, + "TN": 296632, + "TP": 32287, + "n_pred": 49486, + "n_ref": 36633 + }, + "3": { + "Dice": 0.009455275709145679, + "FN": 23676, + "FP": 0, + "IoU": 0.004750094581529279, + "TN": 326675, + "TP": 113, + "n_pred": 113, + "n_ref": 23789 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 350172, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "6": { + "Dice": 0.8142799669680479, + "FN": 4925, + "FP": 3846, + "IoU": 0.6867388121004322, + "TN": 322465, + "TP": 19228, + "n_pred": 23074, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2347, + "IoU": 0.0, + "TN": 348117, + "TP": 0, + "n_pred": 2347, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 350215, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5905, + "IoU": 0.0, + "TN": 344559, + "TP": 0, + "n_pred": 5905, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 110, + "IoU": 0.0, + "TN": 525407, + "TP": 0, + "n_pred": 110, + "n_ref": 179 + }, + "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": 0.9480035756853397, + "FN": 174, + "FP": 524, + "IoU": 0.9011471462965586, + "TN": 518635, + "TP": 6363, + "n_pred": 6887, + "n_ref": 6537 + }, + "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": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792372352666626, + "FN": 1211, + "FP": 3282, + "IoU": 0.959319118113088, + "TN": 415251, + "TP": 105952, + "n_pred": 109234, + "n_ref": 107163 + }, + "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": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2872999735536185, + "FN": 2642.605555555556, + "FP": 2794.277777777777, + "IoU": 0.2288230066909399, + "TN": 239609.83888888886, + "TP": 3198.611111111111, + "n_pred": 5992.888888888888, + "n_ref": 5841.216666666666 + }, + "mean": { + "1": { + "Dice": 0.46215631010415026, + "FN": 92.0, + "FP": 326.0833333333333, + "IoU": 0.4297214787554366, + "TN": 247095.33333333334, + "TP": 731.9166666666666, + "n_pred": 1058.0, + "n_ref": 823.9166666666666 + }, + "10": { + "Dice": 0.1441202925057389, + "FN": 3955.5833333333335, + "FP": 4315.916666666667, + "IoU": 0.09792226002508868, + "TN": 238254.41666666666, + "TP": 1719.4166666666667, + "n_pred": 6035.333333333333, + "n_ref": 5675.0 + }, + "11": { + "Dice": 0.07128309572301426, + "FN": 470.25, + "FP": 62.0, + "IoU": 0.039908779931584946, + "TN": 247686.83333333334, + "TP": 26.25, + "n_pred": 88.25, + "n_ref": 496.5 + }, + "12": { + "Dice": 0.0, + "FN": 626.6666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 247618.66666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 626.6666666666666 + }, + "13": { + "Dice": 0.2995541269852291, + "FN": 5236.833333333333, + "FP": 1685.5, + "IoU": 0.21287425752353442, + "TN": 240169.83333333334, + "TP": 1153.1666666666667, + "n_pred": 2838.6666666666665, + "n_ref": 6390.0 + }, + "14": { + "Dice": 0.5565112355623931, + "FN": 264.8333333333333, + "FP": 4898.666666666667, + "IoU": 0.3875610542316659, + "TN": 239767.91666666666, + "TP": 3313.9166666666665, + "n_pred": 8212.583333333334, + "n_ref": 3578.75 + }, + "15": { + "Dice": 0.39423352181230015, + "FN": 4528.083333333333, + "FP": 534.9166666666666, + "IoU": 0.32185226858542443, + "TN": 237112.25, + "TP": 6070.083333333333, + "n_pred": 6605.0, + "n_ref": 10598.166666666666 + }, + "2": { + "Dice": 0.34112687764887734, + "FN": 7593.916666666667, + "FP": 7112.0, + "IoU": 0.2530660262624134, + "TN": 227373.5, + "TP": 6165.916666666667, + "n_pred": 13277.916666666666, + "n_ref": 13759.833333333334 + }, + "3": { + "Dice": 0.046544448842386794, + "FN": 6678.0, + "FP": 5957.75, + "IoU": 0.025875107806187753, + "TN": 234864.33333333334, + "TP": 745.25, + "n_pred": 6703.0, + "n_ref": 7423.25 + }, + "4": { + "Dice": 0.004556715977981184, + "FN": 5157.333333333333, + "FP": 1.8333333333333333, + "IoU": 0.0022940379077732594, + "TN": 243062.33333333334, + "TP": 23.833333333333332, + "n_pred": 25.666666666666668, + "n_ref": 5181.166666666667 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 68.0, + "IoU": 0.0, + "TN": 248177.33333333334, + "TP": 0.0, + "n_pred": 68.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6003052558029053, + "FN": 1706.25, + "FP": 12911.666666666666, + "IoU": 0.5269195370196372, + "TN": 221612.83333333334, + "TP": 12014.583333333334, + "n_pred": 24926.25, + "n_ref": 13720.833333333334 + }, + "7": { + "Dice": 0.22481221837723636, + "FN": 1916.8333333333333, + "FP": 3501.0, + "IoU": 0.19377317860779011, + "TN": 229350.5, + "TP": 13477.0, + "n_pred": 16978.0, + "n_ref": 15393.833333333334 + }, + "8": { + "Dice": 0.6724735513802812, + "FN": 242.66666666666666, + "FP": 52.583333333333336, + "IoU": 0.5782949709771265, + "TN": 246831.33333333334, + "TP": 1118.75, + "n_pred": 1171.3333333333333, + "n_ref": 1361.4166666666667 + }, + "9": { + "Dice": 0.4918219525817847, + "FN": 1169.8333333333333, + "FP": 486.25, + "IoU": 0.3622821427304348, + "TN": 245170.16666666666, + "TP": 1419.0833333333333, + "n_pred": 1905.3333333333333, + "n_ref": 2588.9166666666665 + } + }, + "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": 0.20534155110426297, + "FN": 5857, + "FP": 9615, + "IoU": 0.114418178696125, + "TN": 157761, + "TP": 1999, + "n_pred": 11614, + "n_ref": 7856 + }, + "11": { + "Dice": 0.21384928716904278, + "FN": 2109, + "FP": 207, + "IoU": 0.11972633979475485, + "TN": 172601, + "TP": 315, + "n_pred": 522, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10192235205427817, + "FN": 11461, + "FP": 12365, + "IoU": 0.0536976725712924, + "TN": 150054, + "TP": 1352, + "n_pred": 13717, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6284863254806391, + "FN": 4902, + "FP": 586, + "IoU": 0.45824284304047386, + "TN": 165102, + "TP": 4642, + "n_pred": 5228, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 175033, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 168377, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8520599593681937, + "FN": 5859, + "FP": 2224, + "IoU": 0.7422512755102041, + "TN": 143872, + "TP": 23277, + "n_pred": 25501, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 2350, + "IoU": 0.0, + "TN": 170943, + "TP": 0, + "n_pred": 2350, + "n_ref": 1939 + }, + "8": { + "Dice": 0.24411764705882352, + "FN": 1, + "FP": 513, + "IoU": 0.1390284757118928, + "TN": 174635, + "TP": 83, + "n_pred": 596, + "n_ref": 84 + }, + "9": { + "Dice": 0.5331125827814569, + "FN": 5031, + "FP": 1173, + "IoU": 0.36343115124153497, + "TN": 165486, + "TP": 3542, + "n_pred": 4715, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3606, + "IoU": 0.0, + "TN": 171626, + "TP": 0, + "n_pred": 3606, + "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": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35776614310645727, + "FN": 731, + "FP": 5, + "IoU": 0.21785334750265675, + "TN": 174291, + "TP": 205, + "n_pred": 210, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3387088868192736, + "FN": 13481, + "FP": 10, + "IoU": 0.20388292222353357, + "TN": 158286, + "TP": 3455, + "n_pred": 3465, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11577, + "IoU": 0.0, + "TN": 163655, + "TP": 0, + "n_pred": 11577, + "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": 787, + "IoU": 0.0, + "TN": 174445, + "TP": 0, + "n_pred": 787, + "n_ref": 0 + }, + "6": { + "Dice": 0.888987343046731, + "FN": 8791, + "FP": 2234, + "IoU": 0.8001595098696732, + "TN": 120063, + "TP": 44144, + "n_pred": 46378, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2447, + "IoU": 0.0, + "TN": 172785, + "TP": 0, + "n_pred": 2447, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6434169278996865, + "FN": 1168, + "FP": 652, + "IoU": 0.47429231658001153, + "TN": 171770, + "TP": 1642, + "n_pred": 2294, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0017.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": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "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": 0.06936787945608232, + "FN": 20057, + "FP": 201, + "IoU": 0.03593013848569933, + "TN": 329451, + "TP": 755, + "n_pred": 956, + "n_ref": 20812 + }, + "14": { + "Dice": 0.6117094335263084, + "FN": 2276, + "FP": 27973, + "IoU": 0.44062060803313857, + "TN": 296388, + "TP": 23827, + "n_pred": 51800, + "n_ref": 26103 + }, + "15": { + "Dice": 0.008337518834756403, + "FN": 17638, + "FP": 2106, + "IoU": 0.004186210722751803, + "TN": 330637, + "TP": 83, + "n_pred": 2189, + "n_ref": 17721 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1750, + "IoU": 0.0, + "TN": 348714, + "TP": 0, + "n_pred": 1750, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.013670147933943552, + "FN": 41249, + "FP": 22, + "IoU": 0.006882113723319778, + "TN": 308907, + "TP": 286, + "n_pred": 308, + "n_ref": 41535 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6062736038405138, + "FN": 2988, + "FP": 45073, + "IoU": 0.4350018809367065, + "TN": 265400, + "TP": 37003, + "n_pred": 82076, + "n_ref": 39991 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16921, + "IoU": 0.0, + "TN": 333543, + "TP": 0, + "n_pred": 16921, + "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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 175068, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8248587570621468, + "FN": 8, + "FP": 23, + "IoU": 0.7019230769230769, + "TN": 175128, + "TP": 73, + "n_pred": 96, + "n_ref": 81 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5806809554400514, + "FN": 70541, + "FP": 1259, + "IoU": 0.40912644529481956, + "TN": 53717, + "TP": 49715, + "n_pred": 50974, + "n_ref": 120256 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59078, + "IoU": 0.0, + "TN": 116154, + "TP": 0, + "n_pred": 59078, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619422572178478, + "FN": 155, + "FP": 19, + "IoU": 0.9266750948166877, + "TN": 172859, + "TP": 2199, + "n_pred": 2218, + "n_ref": 2354 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.5013130375984778, + "FN": 902, + "FP": 30811, + "IoU": 0.3345015004301933, + "TN": 127579, + "TP": 15940, + "n_pred": 46751, + "n_ref": 16842 + }, + "15": { + "Dice": 0.7801295247898439, + "FN": 36699, + "FP": 4313, + "IoU": 0.639518326448097, + "TN": 61462, + "TP": 72758, + "n_pred": 77071, + "n_ref": 109457 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6653198139818556, + "FN": 13845, + "FP": 3715, + "IoU": 0.49848631975781116, + "TN": 140218, + "TP": 17454, + "n_pred": 21169, + "n_ref": 31299 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 537, + "IoU": 0.0, + "TN": 174695, + "TP": 0, + "n_pred": 537, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5333052403455437, + "FN": 11959, + "FP": 3546, + "IoU": 0.36361024462321456, + "TN": 150868, + "TP": 8859, + "n_pred": 12405, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8689974566298447, + "FN": 2002, + "FP": 1449, + "IoU": 0.768342619319326, + "TN": 160335, + "TP": 11446, + "n_pred": 12895, + "n_ref": 13448 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.03782894736842105, + "FN": 5835, + "FP": 15, + "IoU": 0.019279128248113998, + "TN": 169267, + "TP": 115, + "n_pred": 130, + "n_ref": 5950 + }, + "8": { + "Dice": 0.8540093119503362, + "FN": 1405, + "FP": 6, + "IoU": 0.7452148790176959, + "TN": 169694, + "TP": 4127, + "n_pred": 4133, + "n_ref": 5532 + }, + "9": { + "Dice": 0.7947534102833158, + "FN": 2798, + "FP": 3070, + "IoU": 0.6594114574264321, + "TN": 158003, + "TP": 11361, + "n_pred": 14431, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.11126706647952023, + "FN": 5765, + "FP": 1200, + "IoU": 0.058910957978651535, + "TN": 167831, + "TP": 436, + "n_pred": 1636, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20965851687209539, + "FN": 18626, + "FP": 931, + "IoU": 0.11710532255880096, + "TN": 153081, + "TP": 2594, + "n_pred": 3525, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 230, + "IoU": 0.0, + "TN": 175002, + "TP": 0, + "n_pred": 230, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.8727310904764126, + "FN": 1819, + "FP": 9091, + "IoU": 0.7741995570917068, + "TN": 126915, + "TP": 37407, + "n_pred": 46498, + "n_ref": 39226 + }, + "7": { + "Dice": 0.5069665041673219, + "FN": 13865, + "FP": 17487, + "IoU": 0.33955467548608625, + "TN": 127761, + "TP": 16119, + "n_pred": 33606, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4644030668127054, + "FN": 127, + "FP": 851, + "IoU": 0.3024251069900143, + "TN": 173830, + "TP": 424, + "n_pred": 1275, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344978165938864, + "FN": 1054, + "FP": 131, + "IoU": 0.8770491803278688, + "TN": 165594, + "TP": 8453, + "n_pred": 8584, + "n_ref": 9507 + }, + "10": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 175058, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.017391304347826087, + "FN": 855, + "FP": 614, + "IoU": 0.008771929824561403, + "TN": 173750, + "TP": 13, + "n_pred": 627, + "n_ref": 868 + }, + "7": { + "Dice": 0.9882946779168196, + "FN": 1356, + "FP": 2090, + "IoU": 0.9768602144761317, + "TN": 26311, + "TP": 145475, + "n_pred": 147565, + "n_ref": 146831 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__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": 0.02691361597453335, + "FN": 16609, + "FP": 37191, + "IoU": 0.013640363743033148, + "TN": 471152, + "TP": 744, + "n_pred": 37935, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 519602, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3155, + "IoU": 0.0, + "TN": 522541, + "TP": 0, + "n_pred": 3155, + "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": 0.3121413968212095, + "FN": 201, + "FP": 20659, + "IoU": 0.18493338022115421, + "TN": 500103, + "TP": 4733, + "n_pred": 25392, + "n_ref": 4934 + }, + "3": { + "Dice": 0.01783166904422254, + "FN": 16517, + "FP": 7, + "IoU": 0.008996041741633681, + "TN": 509022, + "TP": 150, + "n_pred": 157, + "n_ref": 16667 + }, + "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": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "6": { + "Dice": 0.0027512323228112592, + "FN": 8, + "FP": 95685, + "IoU": 0.0013775110879206888, + "TN": 429871, + "TP": 132, + "n_pred": 95817, + "n_ref": 140 + }, + "7": { + "Dice": 0.04059539918809202, + "FN": 7, + "FP": 702, + "IoU": 0.020718232044198894, + "TN": 524972, + "TP": 15, + "n_pred": 717, + "n_ref": 22 + }, + "8": { + "Dice": 0.9192936951316839, + "FN": 1506, + "FP": 112, + "IoU": 0.8506415582017908, + "TN": 514863, + "TP": 9215, + "n_pred": 9327, + "n_ref": 10721 + }, + "9": { + "Dice": 0.023423775131758737, + "FN": 4914, + "FP": 89, + "IoU": 0.011850681414181316, + "TN": 520633, + "TP": 60, + "n_pred": 149, + "n_ref": 4974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0349.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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9141274238227147, + "FN": 50, + "FP": 12, + "IoU": 0.8418367346938775, + "TN": 174840, + "TP": 330, + "n_pred": 342, + "n_ref": 380 + }, + "10": { + "Dice": 0.0, + "FN": 5217, + "FP": 66, + "IoU": 0.0, + "TN": 169949, + "TP": 0, + "n_pred": 66, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 59401, + "IoU": 0.0, + "TN": 115831, + "TP": 0, + "n_pred": 59401, + "n_ref": 0 + }, + "3": { + "Dice": 0.21489057516771143, + "FN": 63619, + "FP": 632, + "IoU": 0.12037949728930508, + "TN": 102188, + "TP": 8793, + "n_pred": 9425, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.34754148370864135, + "FN": 1653.3818181818185, + "FP": 1477.5515151515146, + "IoU": 0.28035531017835413, + "TN": 183990.1272727273, + "TP": 4041.1212121212116, + "n_pred": 5518.672727272728, + "n_ref": 5694.503030303031 + }, + "mean": { + "1": { + "Dice": 0.4321954397349652, + "FN": 12333.818181818182, + "FP": 287.90909090909093, + "IoU": 0.3191360636277431, + "TN": 172868.18181818182, + "TP": 5672.272727272727, + "n_pred": 5960.181818181818, + "n_ref": 18006.090909090908 + }, + "10": { + "Dice": 0.24846652401030325, + "FN": 120.0909090909091, + "FP": 276.45454545454544, + "IoU": 0.17004896789904733, + "TN": 190510.18181818182, + "TP": 255.45454545454547, + "n_pred": 531.9090909090909, + "n_ref": 375.54545454545456 + }, + "11": { + "Dice": 0.310431654676259, + "FN": 618.6363636363636, + "FP": 78.45454545454545, + "IoU": 0.18373429848839684, + "TN": 190308.18181818182, + "TP": 156.9090909090909, + "n_pred": 235.36363636363637, + "n_ref": 775.5454545454545 + }, + "12": { + "Dice": 0.18054711246200608, + "FN": 277.3636363636364, + "FP": 10.0, + "IoU": 0.11016320474777448, + "TN": 190793.81818181818, + "TP": 81.0, + "n_pred": 91.0, + "n_ref": 358.3636363636364 + }, + "13": { + "Dice": 0.0, + "FN": 0.18181818181818182, + "FP": 673.5454545454545, + "IoU": 0.0, + "TN": 190488.45454545456, + "TP": 0.0, + "n_pred": 673.5454545454545, + "n_ref": 0.18181818181818182 + }, + "14": { + "Dice": 0.7921959243351915, + "FN": 97.0, + "FP": 316.45454545454544, + "IoU": 0.6558977074979193, + "TN": 189960.63636363635, + "TP": 788.0909090909091, + "n_pred": 1104.5454545454545, + "n_ref": 885.0909090909091 + }, + "15": { + "Dice": 0.6892206507188173, + "FN": 678.1818181818181, + "FP": 1263.4545454545455, + "IoU": 0.5258098177216314, + "TN": 187067.54545454544, + "TP": 2153.0, + "n_pred": 3416.4545454545455, + "n_ref": 2831.181818181818 + }, + "2": { + "Dice": 0.31196477722268107, + "FN": 2183.0, + "FP": 3206.0, + "IoU": 0.29317246714986894, + "TN": 169300.45454545456, + "TP": 16472.727272727272, + "n_pred": 19678.727272727272, + "n_ref": 18655.727272727272 + }, + "3": { + "Dice": 0.00023666991507726576, + "FN": 3257.6363636363635, + "FP": 386.6363636363636, + "IoU": 0.00011839099671290879, + "TN": 187516.36363636365, + "TP": 1.5454545454545454, + "n_pred": 388.1818181818182, + "n_ref": 3259.181818181818 + }, + "4": { + "Dice": 0.0, + "FN": 2.3636363636363638, + "FP": 23.272727272727273, + "IoU": 0.0, + "TN": 191136.54545454544, + "TP": 0.0, + "n_pred": 23.272727272727273, + "n_ref": 2.3636363636363638 + }, + "5": { + "Dice": 0.39042947520972104, + "FN": 235.54545454545453, + "FP": 486.72727272727275, + "IoU": 0.3202496342355523, + "TN": 189166.36363636365, + "TP": 1273.5454545454545, + "n_pred": 1760.2727272727273, + "n_ref": 1509.090909090909 + }, + "6": { + "Dice": 0.4459420099061561, + "FN": 236.54545454545453, + "FP": 11982.90909090909, + "IoU": 0.4158984065801906, + "TN": 154604.9090909091, + "TP": 24337.81818181818, + "n_pred": 36320.72727272727, + "n_ref": 24574.363636363636 + }, + "7": { + "Dice": 0.663917822840878, + "FN": 4188.545454545455, + "FP": 195.9090909090909, + "IoU": 0.5404355144745612, + "TN": 181267.0, + "TP": 5510.727272727273, + "n_pred": 5706.636363636364, + "n_ref": 9699.272727272728 + }, + "8": { + "Dice": 0.3811944034262842, + "FN": 222.9090909090909, + "FP": 2453.7272727272725, + "IoU": 0.36434760224781215, + "TN": 185097.72727272726, + "TP": 3387.818181818182, + "n_pred": 5841.545454545455, + "n_ref": 3610.7272727272725 + }, + "9": { + "Dice": 0.3663797911712797, + "FN": 348.90909090909093, + "FP": 521.8181818181819, + "IoU": 0.3063175770081006, + "TN": 189765.54545454544, + "TP": 525.9090909090909, + "n_pred": 1047.7272727272727, + "n_ref": 874.8181818181819 + } + }, + "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": 2, + "FP": 0, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9966840745487464, + "FN": 504, + "FP": 637, + "IoU": 0.9933900671420874, + "TN": 2613, + "TP": 171478, + "n_pred": 172115, + "n_ref": 171982 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7921959243351915, + "FN": 1067, + "FP": 3481, + "IoU": 0.6558977074979193, + "TN": 162015, + "TP": 8669, + "n_pred": 12150, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6892206507188173, + "FN": 7460, + "FP": 13898, + "IoU": 0.5258098177216314, + "TN": 130191, + "TP": 23683, + "n_pred": 37581, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 122, + "IoU": 0.0, + "TN": 175110, + "TP": 0, + "n_pred": 122, + "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": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4855, + "IoU": 0.0, + "TN": 170377, + "TP": 0, + "n_pred": 4855, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7808589504194421, + "FN": 2509, + "FP": 5354, + "IoU": 0.6404992684711046, + "TN": 153360, + "TP": 14009, + "n_pred": 19363, + "n_ref": 16518 + }, + "6": { + "Dice": 0.6448184233835252, + "FN": 763, + "FP": 3648, + "IoU": 0.47581699346405226, + "TN": 166817, + "TP": 4004, + "n_pred": 7652, + "n_ref": 4767 + }, + "7": { + "Dice": 0.7321245044780502, + "FN": 6820, + "FP": 478, + "IoU": 0.5774419547217879, + "TN": 157961, + "TP": 9973, + "n_pred": 10451, + "n_ref": 16793 + }, + "8": { + "Dice": 0.9333097331209315, + "FN": 1793, + "FP": 1598, + "IoU": 0.8749585161694753, + "TN": 148113, + "TP": 23728, + "n_pred": 25326, + "n_ref": 25521 + }, + "9": { + "Dice": 0.5476678626345464, + "FN": 3265, + "FP": 265, + "IoU": 0.3770954649726487, + "TN": 169565, + "TP": 2137, + "n_pred": 2402, + "n_ref": 5402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.661138333961553, + "FN": 32761, + "FP": 1401, + "IoU": 0.4938063063063063, + "TN": 107744, + "TP": 33326, + "n_pred": 34727, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 546, + "IoU": 0.0, + "TN": 174686, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "7": { + "Dice": 0.9223266081421018, + "FN": 4815, + "FP": 1237, + "IoU": 0.8558498475609756, + "TN": 133248, + "TP": 35932, + "n_pred": 37169, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23398, + "IoU": 0.0, + "TN": 151834, + "TP": 0, + "n_pred": 23398, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5319, + "IoU": 0.0, + "TN": 169913, + "TP": 0, + "n_pred": 5319, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32852831833279406, + "FN": 100087, + "FP": 1600, + "IoU": 0.19655033461596202, + "TN": 48669, + "TP": 24876, + "n_pred": 26476, + "n_ref": 124963 + }, + "10": { + "Dice": 0.1382842509603073, + "FN": 668, + "FP": 5, + "IoU": 0.07427785419532325, + "TN": 174505, + "TP": 54, + "n_pred": 59, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 179, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 179, + "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": 256, + "IoU": 0.0, + "TN": 174976, + "TP": 0, + "n_pred": 256, + "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": 119688, + "IoU": 0.0, + "TN": 55544, + "TP": 0, + "n_pred": 119688, + "n_ref": 0 + }, + "7": { + "Dice": 0.2769720367278798, + "FN": 27578, + "FP": 140, + "IoU": 0.1607472673872892, + "TN": 142205, + "TP": 5309, + "n_pred": 5449, + "n_ref": 32887 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1885, + "IoU": 0.0, + "TN": 173347, + "TP": 0, + "n_pred": 1885, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 175156, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7391151066455138, + "FN": 2824, + "FP": 136, + "IoU": 0.5861876135887041, + "TN": 168079, + "TP": 4193, + "n_pred": 4329, + "n_ref": 7017 + }, + "10": { + "Dice": 0.6071153210706025, + "FN": 653, + "FP": 2914, + "IoU": 0.43586904950181876, + "TN": 168909, + "TP": 2756, + "n_pred": 5670, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.36109422492401216, + "FN": 3051, + "FP": 102, + "IoU": 0.22032640949554896, + "TN": 171188, + "TP": 891, + "n_pred": 993, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2531, + "IoU": 0.0, + "TN": 172701, + "TP": 0, + "n_pred": 2531, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33623, + "IoU": 0.0, + "TN": 141609, + "TP": 0, + "n_pred": 33623, + "n_ref": 0 + }, + "3": { + "Dice": 0.000946679660309063, + "FN": 35561, + "FP": 320, + "IoU": 0.00047356398685163516, + "TN": 139334, + "TP": 17, + "n_pred": 337, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2666, + "IoU": 0.0, + "TN": 172566, + "TP": 0, + "n_pred": 2666, + "n_ref": 0 + }, + "7": { + "Dice": 0.72424814201548, + "FN": 6861, + "FP": 300, + "IoU": 0.567702988228192, + "TN": 158667, + "TP": 9404, + "n_pred": 9704, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9726622840104896, + "FN": 659, + "FP": 102, + "IoU": 0.9467794950695853, + "TN": 160933, + "TP": 13538, + "n_pred": 13640, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 174959, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 273, + "FP": 520, + "IoU": 0.0, + "TN": 174439, + "TP": 0, + "n_pred": 520, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 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": 0.9375970001562418, + "FN": 5583, + "FP": 408, + "IoU": 0.8825248048943096, + "TN": 124234, + "TP": 45007, + "n_pred": 45415, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496907292182882, + "FN": 390, + "FP": 2351, + "IoU": 0.904201034530966, + "TN": 146620, + "TP": 25871, + "n_pred": 28222, + "n_ref": 26261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.310431654676259, + "FN": 6805, + "FP": 863, + "IoU": 0.18373429848839684, + "TN": 341070, + "TP": 1726, + "n_pred": 2589, + "n_ref": 8531 + }, + "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": 0.9341916631798446, + "FN": 18430, + "FP": 758, + "IoU": 0.876509998004904, + "TN": 195083, + "TP": 136193, + "n_pred": 136951, + "n_ref": 154623 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3384, + "IoU": 0.0, + "TN": 347080, + "TP": 0, + "n_pred": 3384, + "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": 0.9763428520986891, + "FN": 945, + "FP": 2271, + "IoU": 0.9537791575044194, + "TN": 280885, + "TP": 66363, + "n_pred": 68634, + "n_ref": 67308 + }, + "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": 0.9178513020505724, + "FN": 573, + "FP": 80, + "IoU": 0.8481748430597535, + "TN": 346163, + "TP": 3648, + "n_pred": 3728, + "n_ref": 4221 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.36249971082810273, + "FN": 3145.145454545455, + "FP": 1236.6909090909091, + "IoU": 0.284026602301666, + "TN": 230522.87878787878, + "TP": 4048.0121212121207, + "n_pred": 5284.703030303031, + "n_ref": 7193.157575757576 + }, + "mean": { + "1": { + "Dice": 0.025983878615457562, + "FN": 294.6363636363636, + "FP": 154.27272727272728, + "IoU": 0.01351884744424709, + "TN": 238491.36363636365, + "TP": 12.454545454545455, + "n_pred": 166.72727272727272, + "n_ref": 307.09090909090907 + }, + "10": { + "Dice": 0.43124063541840624, + "FN": 5261.363636363636, + "FP": 2094.5454545454545, + "IoU": 0.31647111726350263, + "TN": 226671.0909090909, + "TP": 4925.727272727273, + "n_pred": 7020.272727272727, + "n_ref": 10187.09090909091 + }, + "11": { + "Dice": 0.6573880663042935, + "FN": 75.0, + "FP": 34.45454545454545, + "IoU": 0.4902476515798463, + "TN": 238726.18181818182, + "TP": 117.0909090909091, + "n_pred": 151.54545454545453, + "n_ref": 192.0909090909091 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 3.727272727272727, + "IoU": 0.0, + "TN": 238949.0, + "TP": 0.0, + "n_pred": 3.727272727272727, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.36494116244580715, + "FN": 6251.363636363636, + "FP": 2945.818181818182, + "IoU": 0.24204268214763255, + "TN": 227563.63636363635, + "TP": 2191.909090909091, + "n_pred": 5137.727272727273, + "n_ref": 8443.272727272728 + }, + "14": { + "Dice": 0.8097906469870046, + "FN": 7824.272727272727, + "FP": 74.45454545454545, + "IoU": 0.6994376645545454, + "TN": 219893.54545454544, + "TP": 11160.454545454546, + "n_pred": 11234.90909090909, + "n_ref": 18984.727272727272 + }, + "15": { + "Dice": 0.2580557147144689, + "FN": 2340.818181818182, + "FP": 131.27272727272728, + "IoU": 0.1481423469707412, + "TN": 236050.72727272726, + "TP": 429.90909090909093, + "n_pred": 561.1818181818181, + "n_ref": 2770.7272727272725 + }, + "2": { + "Dice": 0.6321041487385302, + "FN": 789.3636363636364, + "FP": 7392.909090909091, + "IoU": 0.5404182469443758, + "TN": 223004.45454545456, + "TP": 7766.0, + "n_pred": 15158.90909090909, + "n_ref": 8555.363636363636 + }, + "3": { + "Dice": 0.23829470124105853, + "FN": 2001.6363636363637, + "FP": 162.1818181818182, + "IoU": 0.18542662333524504, + "TN": 234143.54545454544, + "TP": 2645.3636363636365, + "n_pred": 2807.5454545454545, + "n_ref": 4647.0 + }, + "4": { + "Dice": 0.10600782457428748, + "FN": 98.0, + "FP": 722.3636363636364, + "IoU": 0.057846332622776886, + "TN": 238057.27272727274, + "TP": 75.0909090909091, + "n_pred": 797.4545454545455, + "n_ref": 173.0909090909091 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 56.81818181818182, + "IoU": 0.0, + "TN": 238895.9090909091, + "TP": 0.0, + "n_pred": 56.81818181818182, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.5058605903391796, + "FN": 688.9090909090909, + "FP": 878.6363636363636, + "IoU": 0.4313125423567211, + "TN": 232618.0, + "TP": 4767.181818181818, + "n_pred": 5645.818181818182, + "n_ref": 5456.090909090909 + }, + "7": { + "Dice": 0.23224134459693405, + "FN": 18040.363636363636, + "FP": 1524.4545454545455, + "IoU": 0.17860305546242297, + "TN": 202940.18181818182, + "TP": 16447.727272727272, + "n_pred": 17972.18181818182, + "n_ref": 34488.09090909091 + }, + "8": { + "Dice": 0.6065774432173564, + "FN": 860.6363636363636, + "FP": 1414.1818181818182, + "IoU": 0.5105396116199606, + "TN": 229365.0909090909, + "TP": 7312.818181818182, + "n_pred": 8727.0, + "n_ref": 8173.454545454545 + }, + "9": { + "Dice": 0.5690095052287568, + "FN": 2650.818181818182, + "FP": 960.2727272727273, + "IoU": 0.44639231222297177, + "TN": 232473.18181818182, + "TP": 2868.4545454545455, + "n_pred": 3828.7272727272725, + "n_ref": 5519.272727272727 + } + }, + "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": 0.489703621069135, + "FN": 12679, + "FP": 4246, + "IoU": 0.3242433921584285, + "TN": 500650, + "TP": 8121, + "n_pred": 12367, + "n_ref": 20800 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2, + "FN": 31552, + "FP": 6040, + "IoU": 0.1111111111111111, + "TN": 483405, + "TP": 4699, + "n_pred": 10739, + "n_ref": 36251 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6111111111111112, + "FN": 26, + "FP": 520, + "IoU": 0.44, + "TN": 524721, + "TP": 429, + "n_pred": 949, + "n_ref": 455 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 525118, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "4": { + "Dice": 0.1941747572815534, + "FN": 910, + "FP": 3323, + "IoU": 0.10752688172043011, + "TN": 520953, + "TP": 510, + "n_pred": 3833, + "n_ref": 1420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7583530525319451, + "FN": 1082, + "FP": 1471, + "IoU": 0.6107638359506022, + "TN": 519137, + "TP": 4006, + "n_pred": 5477, + "n_ref": 5088 + }, + "7": { + "Dice": 0.8413754934660822, + "FN": 52317, + "FP": 1566, + "IoU": 0.7261847895683636, + "TN": 328910, + "TP": 142903, + "n_pred": 144469, + "n_ref": 195220 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13330, + "IoU": 0.0, + "TN": 512366, + "TP": 0, + "n_pred": 13330, + "n_ref": 0 + }, + "9": { + "Dice": 0.12787699807809497, + "FN": 18440, + "FP": 165, + "IoU": 0.06830587410486254, + "TN": 505727, + "TP": 1364, + "n_pred": 1529, + "n_ref": 19804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6837403720068141, + "FN": 82222, + "FP": 21, + "IoU": 0.519457071739918, + "TN": 4086, + "TP": 88903, + "n_pred": 88924, + "n_ref": 171125 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04081632653061224, + "FN": 376, + "FP": 0, + "IoU": 0.020833333333333332, + "TN": 174848, + "TP": 8, + "n_pred": 8, + "n_ref": 384 + }, + "7": { + "Dice": 0.09142952655551377, + "FN": 64812, + "FP": 417, + "IoU": 0.04790471603100232, + "TN": 106721, + "TP": 3282, + "n_pred": 3699, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 174912, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 274, + "IoU": 0.0, + "TN": 174958, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.544952338061998, + "FN": 22678, + "FP": 7635, + "IoU": 0.37452542093100033, + "TN": 126768, + "TP": 18151, + "n_pred": 25786, + "n_ref": 40829 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14981617647058823, + "FN": 14038, + "FP": 21112, + "IoU": 0.08097367113760556, + "TN": 136985, + "TP": 3097, + "n_pred": 24209, + "n_ref": 17135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 625, + "IoU": 0.0, + "TN": 174607, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4858757062146893, + "FN": 91, + "FP": 0, + "IoU": 0.3208955223880597, + "TN": 175098, + "TP": 43, + "n_pred": 43, + "n_ref": 134 + }, + "9": { + "Dice": 0.5746462810506433, + "FN": 7271, + "FP": 4664, + "IoU": 0.40316047407111066, + "TN": 155235, + "TP": 8062, + "n_pred": 12726, + "n_ref": 15333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6939469370408597, + "FN": 4038, + "FP": 6044, + "IoU": 0.5313313499442172, + "TN": 328952, + "TP": 11430, + "n_pred": 17474, + "n_ref": 15468 + }, + "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": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "13": { + "Dice": 0.3622092193520765, + "FN": 2647, + "FP": 1822, + "IoU": 0.22115719762983618, + "TN": 344726, + "TP": 1269, + "n_pred": 3091, + "n_ref": 3916 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6942260145795295, + "FN": 7666, + "FP": 59489, + "IoU": 0.5316586349022588, + "TN": 207075, + "TP": 76234, + "n_pred": 135723, + "n_ref": 83900 + }, + "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": 0.8511623357569039, + "FN": 608, + "FP": 3957, + "IoU": 0.7408899988647973, + "TN": 332846, + "TP": 13053, + "n_pred": 17010, + "n_ref": 13661 + }, + "7": { + "Dice": 0.4555989113683313, + "FN": 79926, + "FP": 3087, + "IoU": 0.2950003821688507, + "TN": 232715, + "TP": 34736, + "n_pred": 37823, + "n_ref": 114662 + }, + "8": { + "Dice": 0.8240343347639485, + "FN": 1, + "FP": 40, + "IoU": 0.7007299270072993, + "TN": 350327, + "TP": 96, + "n_pred": 136, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7650827549386012, + "FN": 6003, + "FP": 3677, + "IoU": 0.6195417207090359, + "TN": 149789, + "TP": 15763, + "n_pred": 19440, + "n_ref": 21766 + }, + "11": { + "Dice": 0.6301369863013698, + "FN": 77, + "FP": 4, + "IoU": 0.46, + "TN": 175082, + "TP": 69, + "n_pred": 73, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6961590967789544, + "FN": 6435, + "FP": 1800, + "IoU": 0.5339294810119418, + "TN": 157563, + "TP": 9434, + "n_pred": 11234, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.915057915057915, + "FN": 30, + "FP": 14, + "IoU": 0.8434163701067615, + "TN": 174951, + "TP": 237, + "n_pred": 251, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.7808523530599879, + "FN": 34, + "FP": 2136, + "IoU": 0.6404903909874089, + "TN": 169196, + "TP": 3866, + "n_pred": 6002, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6994730095428001, + "FN": 1172, + "FP": 3048, + "IoU": 0.5378381338298105, + "TN": 166101, + "TP": 4911, + "n_pred": 7959, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07795163584637269, + "FN": 3241, + "FP": 0, + "IoU": 0.040556542332741266, + "TN": 171854, + "TP": 137, + "n_pred": 137, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 21174, + "IoU": 0.0, + "TN": 154058, + "TP": 0, + "n_pred": 21174, + "n_ref": 0 + }, + "3": { + "Dice": 0.7148841037231756, + "FN": 22018, + "FP": 1193, + "IoU": 0.5562798700057351, + "TN": 122922, + "TP": 29099, + "n_pred": 30292, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1539, + "IoU": 0.0, + "TN": 348925, + "TP": 0, + "n_pred": 1539, + "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": 0.935840921967195, + "FN": 3845, + "FP": 798, + "IoU": 0.8794182573691728, + "TN": 311959, + "TP": 33862, + "n_pred": 34660, + "n_ref": 37707 + }, + "15": { + "Dice": 0.2580557147144689, + "FN": 25749, + "FP": 1444, + "IoU": 0.1481423469707412, + "TN": 318542, + "TP": 4729, + "n_pred": 6173, + "n_ref": 30478 + }, + "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": 11236, + "IoU": 0.0, + "TN": 339228, + "TP": 0, + "n_pred": 11236, + "n_ref": 0 + }, + "8": { + "Dice": 0.9421248220481564, + "FN": 9341, + "FP": 50, + "IoU": 0.8905822177170354, + "TN": 264637, + "TP": 76436, + "n_pred": 76486, + "n_ref": 85777 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0937581613998433, + "FN": 12442, + "FP": 1438, + "IoU": 0.04918481983833402, + "TN": 160634, + "TP": 718, + "n_pred": 2156, + "n_ref": 13160 + }, + "11": { + "Dice": 0.6846391463072171, + "FN": 748, + "FP": 375, + "IoU": 0.5204953031596926, + "TN": 172890, + "TP": 1219, + "n_pred": 1594, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4165213196274168, + "FN": 14093, + "FP": 1630, + "IoU": 0.26304194984766816, + "TN": 153897, + "TP": 5612, + "n_pred": 7242, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9401257029440953, + "FN": 961, + "FP": 125, + "IoU": 0.8870162297128589, + "TN": 165620, + "TP": 8526, + "n_pred": 8651, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.12384871644130903, + "FN": 168, + "FP": 4303, + "IoU": 0.06601211614790056, + "TN": 170445, + "TP": 316, + "n_pred": 4619, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8789712368764366, + "FN": 5512, + "FP": 4229, + "IoU": 0.7840755436348724, + "TN": 130119, + "TP": 35372, + "n_pred": 39601, + "n_ref": 40884 + }, + "7": { + "Dice": 0.005044136191677175, + "FN": 1389, + "FP": 189, + "IoU": 0.0025284450063211127, + "TN": 173650, + "TP": 4, + "n_pred": 193, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8740417322434889, + "FN": 2276, + "FP": 2686, + "IoU": 0.7762647668861034, + "TN": 153054, + "TP": 17216, + "n_pred": 19902, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0367.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.20684934325204726, + "FN": 2155.2611111111114, + "FP": 2262.861111111111, + "IoU": 0.17047335530480057, + "TN": 269257.59444444446, + "TP": 3774.95, + "n_pred": 6037.811111111111, + "n_ref": 5930.211111111112 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1005.6666666666666, + "IoU": 0.0, + "TN": 276445.0, + "TP": 0.0, + "n_pred": 1005.6666666666666, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.19301499563577598, + "FN": 294.3333333333333, + "FP": 4828.0, + "IoU": 0.12109865432303679, + "TN": 271093.5833333333, + "TP": 1234.75, + "n_pred": 6062.75, + "n_ref": 1529.0833333333333 + }, + "11": { + "Dice": 0.3204819277108434, + "FN": 7.0, + "FP": 15.0, + "IoU": 0.23581560283687944, + "TN": 277417.5833333333, + "TP": 11.083333333333334, + "n_pred": 26.083333333333332, + "n_ref": 18.083333333333332 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 11.833333333333334, + "IoU": 0.0, + "TN": 277438.8333333333, + "TP": 0.0, + "n_pred": 11.833333333333334, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.21770397276841338, + "FN": 2112.6666666666665, + "FP": 1721.5, + "IoU": 0.1607879677851812, + "TN": 272083.0833333333, + "TP": 1533.4166666666667, + "n_pred": 3254.9166666666665, + "n_ref": 3646.0833333333335 + }, + "14": { + "Dice": 0.68289168334851, + "FN": 1638.9166666666667, + "FP": 617.25, + "IoU": 0.6283296494613764, + "TN": 262335.4166666667, + "TP": 12859.083333333334, + "n_pred": 13476.333333333334, + "n_ref": 14498.0 + }, + "15": { + "Dice": 0.3441909576518552, + "FN": 1602.25, + "FP": 1913.6666666666667, + "IoU": 0.30135201554971763, + "TN": 265512.6666666667, + "TP": 8422.083333333334, + "n_pred": 10335.75, + "n_ref": 10024.333333333334 + }, + "2": { + "Dice": 0.18454385939418844, + "FN": 4658.666666666667, + "FP": 1053.6666666666667, + "IoU": 0.16071685460270274, + "TN": 263981.3333333333, + "TP": 7757.0, + "n_pred": 8810.666666666666, + "n_ref": 12415.666666666666 + }, + "3": { + "Dice": 0.00022714366837024418, + "FN": 631.5, + "FP": 6994.083333333333, + "IoU": 0.00011363636363636364, + "TN": 269823.8333333333, + "TP": 1.25, + "n_pred": 6995.333333333333, + "n_ref": 632.75 + }, + "4": { + "Dice": 0.014226437462951986, + "FN": 926.25, + "FP": 170.33333333333334, + "IoU": 0.007321537522879805, + "TN": 276326.0833333333, + "TP": 28.0, + "n_pred": 198.33333333333334, + "n_ref": 954.25 + }, + "5": { + "Dice": 0.11932272494383402, + "FN": 3588.1666666666665, + "FP": 11.75, + "IoU": 0.06576933382682178, + "TN": 273536.4166666667, + "TP": 314.3333333333333, + "n_pred": 326.0833333333333, + "n_ref": 3902.5 + }, + "6": { + "Dice": 0.2923676415523118, + "FN": 6335.833333333333, + "FP": 6115.25, + "IoU": 0.24838135933725197, + "TN": 259702.25, + "TP": 5297.333333333333, + "n_pred": 11412.583333333334, + "n_ref": 11633.166666666666 + }, + "7": { + "Dice": 0.10952824276738397, + "FN": 4159.75, + "FP": 8276.416666666666, + "IoU": 0.09547111696071055, + "TN": 253479.91666666666, + "TP": 11534.583333333334, + "n_pred": 19811.0, + "n_ref": 15694.333333333334 + }, + "8": { + "Dice": 0.4484778974486185, + "FN": 5569.083333333333, + "FP": 400.0833333333333, + "IoU": 0.37517774828089534, + "TN": 264373.5, + "TP": 7108.0, + "n_pred": 7508.083333333333, + "n_ref": 12677.083333333334 + }, + "9": { + "Dice": 0.17576266442765182, + "FN": 804.5, + "FP": 808.4166666666666, + "IoU": 0.1567648527209186, + "TN": 275314.4166666667, + "TP": 523.3333333333334, + "n_pred": 1331.75, + "n_ref": 1327.8333333333333 + } + }, + "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": 0.25847076461769114, + "FN": 377, + "FP": 2096, + "IoU": 0.1484159779614325, + "TN": 347560, + "TP": 431, + "n_pred": 2527, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18858261786413616, + "FN": 890, + "FP": 4497, + "IoU": 0.10410776650590388, + "TN": 344451, + "TP": 626, + "n_pred": 5123, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 75, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.05690574985180794, + "FN": 11115, + "FP": 22, + "IoU": 0.02928615009151922, + "TN": 338991, + "TP": 336, + "n_pred": 358, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7950726288806608, + "FN": 2370, + "FP": 508, + "IoU": 0.6598510814324547, + "TN": 342003, + "TP": 5583, + "n_pred": 6091, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 44049, + "IoU": 0.0, + "TN": 290216, + "TP": 0, + "n_pred": 44049, + "n_ref": 16199 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 599, + "IoU": 0.0, + "TN": 349865, + "TP": 0, + "n_pred": 599, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2729, + "IoU": 0.0, + "TN": 347735, + "TP": 0, + "n_pred": 2729, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17759942377938984, + "FN": 1076, + "FP": 30894, + "IoU": 0.09745355993450398, + "TN": 665506, + "TP": 3452, + "n_pred": 34346, + "n_ref": 4528 + }, + "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": 139, + "IoU": 0.0, + "TN": 700789, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 700736, + "TP": 0, + "n_pred": 192, + "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": 8844, + "IoU": 0.0, + "TN": 692084, + "TP": 0, + "n_pred": 8844, + "n_ref": 0 + }, + "3": { + "Dice": 0.001135718341851221, + "FN": 7578, + "FP": 18807, + "IoU": 0.0005681818181818182, + "TN": 674528, + "TP": 15, + "n_pred": 18822, + "n_ref": 7593 + }, + "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": 3266, + "IoU": 0.0, + "TN": 697662, + "TP": 0, + "n_pred": 3266, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 36, + "FP": 6825, + "IoU": 0.0, + "TN": 694067, + "TP": 0, + "n_pred": 6825, + "n_ref": 36 + }, + "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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.9466073531886253, + "FN": 8847, + "FP": 1307, + "IoU": 0.898627265012729, + "TN": 75067, + "TP": 90011, + "n_pred": 91318, + "n_ref": 98858 + }, + "15": { + "Dice": 0.11909279840968645, + "FN": 955, + "FP": 18543, + "IoU": 0.06331667947732514, + "TN": 154416, + "TP": 1318, + "n_pred": 19861, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 174799, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0161.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": 305, + "IoU": 0.0, + "TN": 174927, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8604702849268792, + "FN": 7179, + "FP": 5377, + "IoU": 0.7551100015603058, + "TN": 123960, + "TP": 38716, + "n_pred": 44093, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3798, + "IoU": 0.0, + "TN": 171434, + "TP": 0, + "n_pred": 3798, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 174344, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11501, + "IoU": 0.0, + "TN": 163731, + "TP": 0, + "n_pred": 11501, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1092, + "IoU": 0.0, + "TN": 174140, + "TP": 0, + "n_pred": 1092, + "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": 1965, + "IoU": 0.0, + "TN": 173267, + "TP": 0, + "n_pred": 1965, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5081, + "IoU": 0.0, + "TN": 170151, + "TP": 0, + "n_pred": 5081, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 7250, + "IoU": 0.0, + "TN": 167982, + "TP": 0, + "n_pred": 7250, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 858, + "IoU": 0.0, + "TN": 174374, + "TP": 0, + "n_pred": 858, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1354, + "IoU": 0.0, + "TN": 173878, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6772991850989523, + "FN": 35491, + "FP": 545, + "IoU": 0.5120577363140292, + "TN": 101379, + "TP": 37817, + "n_pred": 38362, + "n_ref": 73308 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5355, + "IoU": 0.0, + "TN": 169877, + "TP": 0, + "n_pred": 5355, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2698, + "IoU": 0.0, + "TN": 172534, + "TP": 0, + "n_pred": 2698, + "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": 115, + "IoU": 0.0, + "TN": 175117, + "TP": 0, + "n_pred": 115, + "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": 6566, + "IoU": 0.0, + "TN": 168666, + "TP": 0, + "n_pred": 6566, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 185, + "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": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "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": 862, + "IoU": 0.0, + "TN": 174370, + "TP": 0, + "n_pred": 862, + "n_ref": 0 + }, + "5": { + "Dice": 0.21221939365887527, + "FN": 6742, + "FP": 66, + "IoU": 0.11870550161812297, + "TN": 167507, + "TP": 917, + "n_pred": 983, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0033359588565074366, + "FN": 1, + "FP": 21510, + "IoU": 0.0016707662319580452, + "TN": 153685, + "TP": 36, + "n_pred": 21546, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8603, + "IoU": 0.0, + "TN": 166629, + "TP": 0, + "n_pred": 8603, + "n_ref": 0 + }, + "8": { + "Dice": 0.2586989977853684, + "FN": 19458, + "FP": 291, + "IoU": 0.14856650140116404, + "TN": 152037, + "TP": 3446, + "n_pred": 3737, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 931, + "IoU": 0.0, + "TN": 171246, + "TP": 0, + "n_pred": 931, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6232, + "IoU": 0.0, + "TN": 169000, + "TP": 0, + "n_pred": 6232, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5310, + "IoU": 0.0, + "TN": 169922, + "TP": 0, + "n_pred": 5310, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "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": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "5": { + "Dice": 0.1457487811726268, + "FN": 33392, + "FP": 75, + "IoU": 0.07860249986234238, + "TN": 138910, + "TP": 2855, + "n_pred": 2930, + "n_ref": 36247 + }, + "6": { + "Dice": 0.03743618831537152, + "FN": 4738, + "FP": 24111, + "IoU": 0.01907514450867052, + "TN": 145822, + "TP": 561, + "n_pred": 24672, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 14476, + "IoU": 0.0, + "TN": 160755, + "TP": 0, + "n_pred": 14476, + "n_ref": 1 + }, + "8": { + "Dice": 0.9750967306343972, + "FN": 605, + "FP": 354, + "IoU": 0.9514036687949732, + "TN": 155498, + "TP": 18775, + "n_pred": 19129, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1, + "IoU": 0.0, + "TN": 169679, + "TP": 0, + "n_pred": 1, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9326932949994866, + "FN": 1898, + "FP": 724, + "IoU": 0.8738756072923181, + "TN": 154443, + "TP": 18167, + "n_pred": 18891, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 616, + "IoU": 0.0, + "TN": 174616, + "TP": 0, + "n_pred": 616, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5891179839633448, + "FN": 64530, + "FP": 36, + "IoU": 0.4175529755622311, + "TN": 64379, + "TP": 46287, + "n_pred": 46323, + "n_ref": 110817 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3101, + "IoU": 0.0, + "TN": 522595, + "TP": 0, + "n_pred": 3101, + "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": 0.9244890952785357, + "FN": 3641, + "FP": 538, + "IoU": 0.8595813312724707, + "TN": 495935, + "TP": 25582, + "n_pred": 26120, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9134800745458791, + "FN": 18272, + "FP": 623, + "IoU": 0.8407393671718278, + "TN": 407054, + "TP": 99747, + "n_pred": 100370, + "n_ref": 118019 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 25, + "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": 2924, + "FP": 0, + "IoU": 0.0, + "TN": 522772, + "TP": 0, + "n_pred": 0, + "n_ref": 2924 + }, + "6": { + "Dice": 0.004983463960494722, + "FN": 1412, + "FP": 20551, + "IoU": 0.0024979562176401125, + "TN": 503678, + "TP": 55, + "n_pred": 20606, + "n_ref": 1467 + }, + "7": { + "Dice": 0.8966034976858349, + "FN": 31562, + "FP": 116, + "IoU": 0.8125850460875842, + "TN": 356670, + "TP": 137348, + "n_pred": 137464, + "n_ref": 168910 + }, + "8": { + "Dice": 0.7797724711729929, + "FN": 11275, + "FP": 2992, + "IoU": 0.6390385831752056, + "TN": 486171, + "TP": 25258, + "n_pred": 28250, + "n_ref": 36533 + }, + "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_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.5290047897817989, + "FN": 2079, + "FP": 17391, + "IoU": 0.35962373371924744, + "TN": 320060, + "TP": 10934, + "n_pred": 28325, + "n_ref": 13013 + }, + "11": { + "Dice": 0.6409638554216868, + "FN": 84, + "FP": 65, + "IoU": 0.4716312056737589, + "TN": 350182, + "TP": 133, + "n_pred": 198, + "n_ref": 217 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.5616225637775313, + "FN": 24460, + "FP": 3206, + "IoU": 0.3904556270379836, + "TN": 305076, + "TP": 17722, + "n_pred": 20928, + "n_ref": 42182 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 350330, + "TP": 0, + "n_pred": 134, + "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": 0.8150776647027317, + "FN": 2750, + "FP": 12, + "IoU": 0.6878743360831733, + "TN": 341615, + "TP": 6087, + "n_pred": 6099, + "n_ref": 8837 + }, + "7": { + "Dice": 0.08915068722062079, + "FN": 2119, + "FP": 19684, + "IoU": 0.04665500655881067, + "TN": 327594, + "TP": 1067, + "n_pred": 20751, + "n_ref": 3186 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "9": { + "Dice": 0.8788133221382591, + "FN": 1047, + "FP": 685, + "IoU": 0.7838242636045931, + "TN": 342452, + "TP": 6280, + "n_pred": 6965, + "n_ref": 7327 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7737226277372263, + "FN": 2, + "FP": 29, + "IoU": 0.6309523809523809, + "TN": 175148, + "TP": 53, + "n_pred": 82, + "n_ref": 55 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7282014395482093, + "FN": 53856, + "FP": 2069, + "IoU": 0.5725760841320066, + "TN": 44390, + "TP": 74917, + "n_pred": 76986, + "n_ref": 128773 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 52871, + "IoU": 0.0, + "TN": 122361, + "TP": 0, + "n_pred": 52871, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710201683963188, + "FN": 229, + "FP": 67, + "IoU": 0.9436726926736442, + "TN": 169977, + "TP": 4959, + "n_pred": 5026, + "n_ref": 5188 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955554/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.2737572619692563, + "FN": 2568.2610101010105, + "FP": 1899.5273737373736, + "IoU": 0.2178264345455446, + "TN": 232710.9523232323, + "TP": 3632.507777777778, + "n_pred": 5532.0351515151515, + "n_ref": 6200.768787878789 + }, + "mean": { + "1": { + "Dice": 0.20274827709726356, + "FN": 2768.090909090909, + "FP": 826.0530303030304, + "IoU": 0.16854195331925204, + "TN": 235278.14242424243, + "TP": 1938.9621212121212, + "n_pred": 2765.015151515151, + "n_ref": 4707.05303030303 + }, + "10": { + "Dice": 0.22453374139077814, + "FN": 2726.490909090909, + "FP": 2461.416666666667, + "IoU": 0.15477163154689305, + "TN": 233826.97121212125, + "TP": 1796.369696969697, + "n_pred": 4257.786363636364, + "n_ref": 4522.860606060605 + }, + "11": { + "Dice": 0.3207275215701067, + "FN": 273.8606060606061, + "FP": 42.415151515151514, + "IoU": 0.2222256488517238, + "TN": 240428.08939393942, + "TP": 66.88333333333334, + "n_pred": 109.29848484848485, + "n_ref": 340.74393939393934 + }, + "12": { + "Dice": 0.06814067249240122, + "FN": 186.87272727272727, + "FP": 5.278787878787879, + "IoU": 0.043112332466264405, + "TN": 240600.84696969698, + "TP": 18.25, + "n_pred": 23.528787878787877, + "n_ref": 205.1227272727273 + }, + "13": { + "Dice": 0.19116798329698853, + "FN": 3163.1757575757574, + "FP": 1545.539393939394, + "IoU": 0.13345016695756673, + "TN": 235067.1015151515, + "TP": 1035.4318181818182, + "n_pred": 2580.971212121212, + "n_ref": 4198.607575757575 + }, + "14": { + "Dice": 0.5682778980466198, + "FN": 1965.0045454545452, + "FP": 2378.148484848485, + "IoU": 0.47424521514910134, + "TN": 230843.78636363638, + "TP": 5624.3090909090915, + "n_pred": 8002.457575757576, + "n_ref": 7589.313636363635 + }, + "15": { + "Dice": 0.3371401689794883, + "FN": 1829.8666666666663, + "FP": 913.7121212121212, + "IoU": 0.25943128976550295, + "TN": 234652.65454545454, + "TP": 3415.015151515151, + "n_pred": 4328.727272727273, + "n_ref": 5244.881818181818 + }, + "2": { + "Dice": 0.3676883023968358, + "FN": 3121.706060606061, + "FP": 4207.198484848484, + "IoU": 0.31104685109755914, + "TN": 225186.03181818183, + "TP": 8296.312121212122, + "n_pred": 12503.510606060605, + "n_ref": 11418.01818181818 + }, + "3": { + "Dice": 0.10404287577779373, + "FN": 2917.3045454545454, + "FP": 2703.2969696969694, + "IoU": 0.07814974046193206, + "TN": 234506.0318181818, + "TP": 684.6151515151515, + "n_pred": 3387.912121212121, + "n_ref": 3601.919696969697 + }, + "4": { + "Dice": 0.026909515311373183, + "FN": 1302.9727272727273, + "FP": 346.21060606060604, + "IoU": 0.01450253632385522, + "TN": 239135.09696969698, + "TP": 26.96818181818182, + "n_pred": 373.17878787878783, + "n_ref": 1329.940909090909 + }, + "5": { + "Dice": 0.101950440030711, + "FN": 768.3257575757575, + "FP": 296.4090909090909, + "IoU": 0.07720379361247481, + "TN": 239428.9378787879, + "TP": 317.57575757575756, + "n_pred": 613.9848484848485, + "n_ref": 1085.9015151515152 + }, + "6": { + "Dice": 0.4644605498209201, + "FN": 7298.39090909091, + "FP": 7157.542424242422, + "IoU": 0.4055484037243173, + "TN": 210688.46515151515, + "TP": 15666.85, + "n_pred": 22824.392424242422, + "n_ref": 22965.24090909091 + }, + "7": { + "Dice": 0.2734600285855093, + "FN": 7232.898484848485, + "FP": 3681.889393939394, + "IoU": 0.21877556499471457, + "TN": 220017.28636363638, + "TP": 9879.174242424244, + "n_pred": 13561.063636363635, + "n_ref": 17112.072727272727 + }, + "8": { + "Dice": 0.47301508400603953, + "FN": 1856.3257575757575, + "FP": 1053.081818181818, + "IoU": 0.4076220746290016, + "TN": 233496.73030303032, + "TP": 4405.110606060606, + "n_pred": 5458.192424242424, + "n_ref": 6261.436363636363 + }, + "9": { + "Dice": 0.3820958707360155, + "FN": 1112.628787878788, + "FP": 874.7181818181818, + "IoU": 0.29876931528300926, + "TN": 237508.11212121212, + "TP": 1315.789393939394, + "n_pred": 2190.5075757575755, + "n_ref": 2428.418181818182 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_002/summary.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7ed64bfd819dc329d60bf18349c2c131f0199d4 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5234605319975703, + "FN": 46385.70266666667, + "FP": 36630.61866666667, + "IoU": 0.4100035316359938, + "TN": 96233739.69066668, + "TP": 140204.82800000004, + "n_pred": 176835.44666666668, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7543449926506317, + "FN": 53866.14, + "FP": 23248.48, + "IoU": 0.6401052666276097, + "TN": 96239424.22, + "TP": 140422.0, + "n_pred": 163670.48, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5807402207618745, + "FN": 30832.86, + "FP": 23810.46, + "IoU": 0.4324928507189854, + "TN": 96358927.82, + "TP": 43389.7, + "n_pred": 67200.16, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.09404529361169123, + "FN": 3460.52, + "FP": 14.16, + "IoU": 0.05437462415392658, + "TN": 96453246.3, + "TP": 239.86, + "n_pred": 254.02, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3970879732193454, + "FN": 37292.34, + "FP": 19803.52, + "IoU": 0.2627167989394761, + "TN": 96379299.18, + "TP": 20565.8, + "n_pred": 40369.32, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6420634611077072, + "FN": 52119.76, + "FP": 26813.56, + "IoU": 0.5303539821586442, + "TN": 96291789.14, + "TP": 86238.38, + "n_pred": 113051.94, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4833011508063645, + "FN": 31215.92, + "FP": 4757.9, + "IoU": 0.36563792989664273, + "TN": 96398155.9, + "TP": 22831.12, + "n_pred": 27589.02, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6552508051289105, + "FN": 41926.74, + "FP": 75297.28, + "IoU": 0.5001847264368733, + "TN": 96224821.86, + "TP": 114914.96, + "n_pred": 190212.24, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5232500374253951, + "FN": 77923.34, + "FP": 48252.48, + "IoU": 0.3839880078752216, + "TN": 96245305.78, + "TP": 85479.24, + "n_pred": 133731.72, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5254240250557314, + "FN": 13193.24, + "FP": 3306.94, + "IoU": 0.41148119767553515, + "TN": 96427076.4, + "TP": 13384.26, + "n_pred": 16691.2, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3391616848228139, + "FN": 13129.08, + "FP": 2014.46, + "IoU": 0.2383435990481806, + "TN": 96437794.22, + "TP": 4023.08, + "n_pred": 6037.54, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.898791542256166, + "FN": 138453.46, + "FP": 135760.26, + "IoU": 0.8257339767712668, + "TN": 94961976.96, + "TP": 1220770.16, + "n_pred": 1356530.42, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5708597704133629, + "FN": 145632.38, + "FP": 112698.78, + "IoU": 0.41831952156378, + "TN": 96005337.4, + "TP": 193292.28, + "n_pred": 305991.06, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7149177547765158, + "FN": 19934.62, + "FP": 64044.48, + "IoU": 0.5690191868185946, + "TN": 96260547.18, + "TP": 112434.56, + "n_pred": 176479.04, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6726692679270454, + "FN": 32568.48, + "FP": 9636.52, + "IoU": 0.5173013058551708, + "TN": 96369668.82, + "TP": 45087.02, + "n_pred": 54723.54, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8436521393764417, + "FN": 9848, + "FP": 20857, + "IoU": 0.7295833443419906, + "TN": 119479773, + "TP": 82842, + "n_pred": 103699, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5855402755352647, + "FN": 28009, + "FP": 38988, + "IoU": 0.41396744312168154, + "TN": 119478997, + "TP": 47326, + "n_pred": 86314, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0347682119205298, + "FN": 3483, + "FP": 15, + "IoU": 0.017691659646166806, + "TN": 119589759, + "TP": 63, + "n_pred": 78, + "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": 0.28791080824635557, + "FN": 39406, + "FP": 26636, + "IoU": 0.1681634401017722, + "TN": 119513927, + "TP": 13351, + "n_pred": 39987, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2974522949974214, + "FN": 204228, + "FP": 108, + "IoU": 0.17471010892876615, + "TN": 119345727, + "TP": 43257, + "n_pred": 43365, + "n_ref": 247485 + }, + "15": { + "Dice": 0.15984095427435388, + "FN": 28843, + "FP": 13417, + "IoU": 0.08686257562662057, + "TN": 119547040, + "TP": 4020, + "n_pred": 17437, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6560568568297119, + "FN": 24672, + "FP": 97088, + "IoU": 0.4881581934203778, + "TN": 119355434, + "TP": 116126, + "n_pred": 213214, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4967788016649602, + "FN": 99783, + "FP": 43238, + "IoU": 0.33047618155943376, + "TN": 119379704, + "TP": 70595, + "n_pred": 113833, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7405311343826425, + "FN": 30467, + "FP": 2635, + "IoU": 0.5879709730019045, + "TN": 119512981, + "TP": 47237, + "n_pred": 49872, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 5934, + "IoU": 0.0, + "TN": 119523122, + "TP": 0, + "n_pred": 5934, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9420250234993203, + "FN": 49968, + "FP": 89361, + "IoU": 0.8904038795086899, + "TN": 118322025, + "TP": 1131966, + "n_pred": 1221327, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 291689, + "IoU": 0.0, + "TN": 119301631, + "TP": 0, + "n_pred": 291689, + "n_ref": 0 + }, + "8": { + "Dice": 0.6750445226842899, + "FN": 47895, + "FP": 181830, + "IoU": 0.5094846840075673, + "TN": 119124986, + "TP": 238609, + "n_pred": 420439, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6712451528069749, + "FN": 36461, + "FP": 2792, + "IoU": 0.5051685449915538, + "TN": 119513994, + "TP": 40073, + "n_pred": 42865, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8853670207675376, + "FN": 26667, + "FP": 15256, + "IoU": 0.7943126008860802, + "TN": 72621841, + "TP": 161896, + "n_pred": 177152, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5168627115197312, + "FN": 20160, + "FP": 70120, + "IoU": 0.3484928303901971, + "TN": 72687089, + "TP": 48291, + "n_pred": 118411, + "n_ref": 68451 + }, + "11": { + "Dice": 0.19206842923794712, + "FN": 2000, + "FP": 78, + "IoU": 0.10623655913978494, + "TN": 72823335, + "TP": 247, + "n_pred": 325, + "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": 0.3676324494833113, + "FN": 32235, + "FP": 29510, + "IoU": 0.22521425972168196, + "TN": 72745967, + "TP": 17948, + "n_pred": 47458, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8090744056500547, + "FN": 11819, + "FP": 18891, + "IoU": 0.6793660405725681, + "TN": 72729881, + "TP": 65069, + "n_pred": 83960, + "n_ref": 76888 + }, + "15": { + "Dice": 0.2436180987618595, + "FN": 36588, + "FP": 5, + "IoU": 0.13870451442828224, + "TN": 72783174, + "TP": 5893, + "n_pred": 5898, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7876222742113455, + "FN": 14140, + "FP": 51493, + "IoU": 0.6496508946491865, + "TN": 72638324, + "TP": 121703, + "n_pred": 173196, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6820525262327894, + "FN": 48432, + "FP": 24956, + "IoU": 0.5175111602006535, + "TN": 72673557, + "TP": 78715, + "n_pred": 103671, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5489740611691831, + "FN": 15666, + "FP": 2974, + "IoU": 0.3783351120597652, + "TN": 72795676, + "TP": 11344, + "n_pred": 14318, + "n_ref": 27010 + }, + "5": { + "Dice": 0.16988205175093718, + "FN": 7710, + "FP": 1369, + "IoU": 0.09282573940847322, + "TN": 72815652, + "TP": 929, + "n_pred": 2298, + "n_ref": 8639 + }, + "6": { + "Dice": 0.930681063554152, + "FN": 96417, + "FP": 69137, + "IoU": 0.8703493708317801, + "TN": 71548736, + "TP": 1111370, + "n_pred": 1180507, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6417382170259408, + "FN": 98366, + "FP": 58524, + "IoU": 0.4724702005682487, + "TN": 72528255, + "TP": 140515, + "n_pred": 199039, + "n_ref": 238881 + }, + "8": { + "Dice": 0.6073828326902504, + "FN": 7664, + "FP": 57662, + "IoU": 0.43614486949316394, + "TN": 72709804, + "TP": 50530, + "n_pred": 108192, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7150143324663558, + "FN": 32213, + "FP": 4274, + "IoU": 0.5564375934548196, + "TN": 72743401, + "TP": 45772, + "n_pred": 50046, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7762990968091232, + "FN": 90847, + "FP": 6664, + "IoU": 0.6343863069683733, + "TN": 71542783, + "TP": 169194, + "n_pred": 175858, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7208225686196313, + "FN": 31360, + "FP": 16943, + "IoU": 0.5635047577737414, + "TN": 71698827, + "TP": 62358, + "n_pred": 79301, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5580277422794708, + "FN": 30933, + "FP": 21290, + "IoU": 0.38698923595215456, + "TN": 71724297, + "TP": 32968, + "n_pred": 54258, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7464988254702601, + "FN": 209946, + "FP": 2109, + "IoU": 0.595531013962005, + "TN": 71285208, + "TP": 312225, + "n_pred": 314334, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 0, + "IoU": 0.0, + "TN": 71628825, + "TP": 0, + "n_pred": 0, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5809849149508538, + "FN": 6818, + "FP": 195203, + "IoU": 0.40942828661383257, + "TN": 71467411, + "TP": 140056, + "n_pred": 335259, + "n_ref": 146874 + }, + "3": { + "Dice": 0.021777973559560283, + "FN": 182795, + "FP": 14844, + "IoU": 0.011008862134017885, + "TN": 71609649, + "TP": 2200, + "n_pred": 17044, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7245405554787896, + "FN": 3488, + "FP": 4486, + "IoU": 0.5680624018200531, + "TN": 71791027, + "TP": 10487, + "n_pred": 14973, + "n_ref": 13975 + }, + "5": { + "Dice": 0.48904936663904347, + "FN": 6212, + "FP": 2420, + "IoU": 0.3236699835461882, + "TN": 71796725, + "TP": 4131, + "n_pred": 6551, + "n_ref": 10343 + }, + "6": { + "Dice": 0.929558812963959, + "FN": 51395, + "FP": 129990, + "IoU": 0.8683884964645531, + "TN": 70431303, + "TP": 1196800, + "n_pred": 1326790, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8278276995906615, + "FN": 31590, + "FP": 53079, + "IoU": 0.7062338013802004, + "TN": 71521269, + "TP": 203550, + "n_pred": 256629, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8600802526295795, + "FN": 8787, + "FP": 14785, + "IoU": 0.7545094771922516, + "TN": 71713468, + "TP": 72448, + "n_pred": 87233, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7468833782315462, + "FN": 30072, + "FP": 9297, + "IoU": 0.5960206458497943, + "TN": 71712035, + "TP": 58084, + "n_pred": 67381, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9385684513081031, + "FN": 17616, + "FP": 8117, + "IoU": 0.8842477430266609, + "TN": 135223199, + "TP": 196578, + "n_pred": 204695, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6223868506323822, + "FN": 37500, + "FP": 20302, + "IoU": 0.45178637480201445, + "TN": 135340073, + "TP": 47635, + "n_pred": 67937, + "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": 0.6615489219836378, + "FN": 10411, + "FP": 20451, + "IoU": 0.4942645516518091, + "TN": 135384486, + "TP": 30162, + "n_pred": 50613, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8820938493711863, + "FN": 19850, + "FP": 13076, + "IoU": 0.7890589463838402, + "TN": 135289419, + "TP": 123165, + "n_pred": 136241, + "n_ref": 143015 + }, + "15": { + "Dice": 0.43095357234626674, + "FN": 35366, + "FP": 6711, + "IoU": 0.27465954145836924, + "TN": 135387500, + "TP": 15933, + "n_pred": 22644, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7701692803488637, + "FN": 48822, + "FP": 47099, + "IoU": 0.6262400735666581, + "TN": 135188872, + "TP": 160717, + "n_pred": 207816, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6724927427093076, + "FN": 60764, + "FP": 101020, + "IoU": 0.5065831007822865, + "TN": 135117625, + "TP": 166101, + "n_pred": 267121, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8024009406874675, + "FN": 7498, + "FP": 6954, + "IoU": 0.6700079917798836, + "TN": 135401715, + "TP": 29343, + "n_pred": 36297, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0454123232531737, + "FN": 27384, + "FP": 363, + "IoU": 0.023233710001056077, + "TN": 135417103, + "TP": 660, + "n_pred": 1023, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9477017617143099, + "FN": 67431, + "FP": 108601, + "IoU": 0.9006018704908415, + "TN": 133674531, + "TP": 1594947, + "n_pred": 1703548, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3886170410634108, + "FN": 87188, + "FP": 264529, + "IoU": 0.2411698838616696, + "TN": 134982011, + "TP": 111782, + "n_pred": 376311, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7301180142716455, + "FN": 66475, + "FP": 98499, + "IoU": 0.5749495011954819, + "TN": 135057382, + "TP": 223154, + "n_pred": 321653, + "n_ref": 289629 + }, + "9": { + "Dice": 0.3908379997714398, + "FN": 74094, + "FP": 532, + "IoU": 0.24288294137938032, + "TN": 135346944, + "TP": 23940, + "n_pred": 24472, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7016523017511026, + "FN": 108499, + "FP": 17120, + "IoU": 0.5404194136111863, + "TN": 105480671, + "TP": 147715, + "n_pred": 164835, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2511052299178972, + "FN": 43786, + "FP": 55820, + "IoU": 0.1435793817978591, + "TN": 105637700, + "TP": 16699, + "n_pred": 72519, + "n_ref": 60485 + }, + "11": { + "Dice": 0.1631906330040249, + "FN": 2246, + "FP": 41, + "IoU": 0.08884462151394422, + "TN": 105751495, + "TP": 223, + "n_pred": 264, + "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": 0.42882099401151924, + "FN": 52796, + "FP": 22077, + "IoU": 0.27292943221433497, + "TN": 105651026, + "TP": 28106, + "n_pred": 50183, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9029454343290894, + "FN": 32862, + "FP": 2402, + "IoU": 0.8230633758648891, + "TN": 105554702, + "TP": 164039, + "n_pred": 166441, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7536816469424256, + "FN": 8126, + "FP": 4820, + "IoU": 0.6047264289203713, + "TN": 105721253, + "TP": 19806, + "n_pred": 24626, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7706969986024534, + "FN": 13921, + "FP": 68773, + "IoU": 0.6269381899550218, + "TN": 105532342, + "TP": 138969, + "n_pred": 207742, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7584103899951853, + "FN": 48596, + "FP": 29680, + "IoU": 0.6108382221338371, + "TN": 105552865, + "TP": 122864, + "n_pred": 152544, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5129072325396944, + "FN": 23717, + "FP": 8832, + "IoU": 0.3449060097411746, + "TN": 105704319, + "TP": 17137, + "n_pred": 25969, + "n_ref": 40854 + }, + "5": { + "Dice": 0.09290216497670595, + "FN": 11687, + "FP": 1553, + "IoU": 0.0487138956746659, + "TN": 105740087, + "TP": 678, + "n_pred": 2231, + "n_ref": 12365 + }, + "6": { + "Dice": 0.915108897216757, + "FN": 96131, + "FP": 171123, + "IoU": 0.8435029975534717, + "TN": 104046279, + "TP": 1440472, + "n_pred": 1611595, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6157247581644905, + "FN": 79147, + "FP": 157057, + "IoU": 0.44479937194286373, + "TN": 105328566, + "TP": 189235, + "n_pred": 346292, + "n_ref": 268382 + }, + "8": { + "Dice": 0.5638391092936548, + "FN": 6628, + "FP": 120297, + "IoU": 0.3926016318522241, + "TN": 105545040, + "TP": 82040, + "n_pred": 202337, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7893191065125428, + "FN": 16219, + "FP": 15057, + "IoU": 0.6519629662601264, + "TN": 105664141, + "TP": 58588, + "n_pred": 73645, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8216752245460597, + "FN": 18099, + "FP": 83970, + "IoU": 0.6973249155603265, + "TN": 96800657, + "TP": 235154, + "n_pred": 319124, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8080036582502194, + "FN": 14507, + "FP": 32098, + "IoU": 0.677857498341075, + "TN": 96993208, + "TP": 98067, + "n_pred": 130165, + "n_ref": 112574 + }, + "11": { + "Dice": 0.31670999763649255, + "FN": 2891, + "FP": 0, + "IoU": 0.18814939623701207, + "TN": 97134319, + "TP": 670, + "n_pred": 670, + "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": 0.6393293131342844, + "FN": 17296, + "FP": 19487, + "IoU": 0.46986336907644416, + "TN": 97068496, + "TP": 32601, + "n_pred": 52088, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7843936453818393, + "FN": 91456, + "FP": 3654, + "IoU": 0.6452694512511236, + "TN": 96869761, + "TP": 173009, + "n_pred": 176663, + "n_ref": 264465 + }, + "15": { + "Dice": 0.47603979280001735, + "FN": 11390, + "FP": 12785, + "IoU": 0.31237022499075573, + "TN": 97102723, + "TP": 10982, + "n_pred": 23767, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6343044207135974, + "FN": 41897, + "FP": 68919, + "IoU": 0.46445520534307616, + "TN": 96930958, + "TP": 96106, + "n_pred": 165025, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5864412561584433, + "FN": 69070, + "FP": 57010, + "IoU": 0.4148686842435015, + "TN": 96922407, + "TP": 89393, + "n_pred": 146403, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8389187959663356, + "FN": 5367, + "FP": 3131, + "IoU": 0.722532406046952, + "TN": 97107253, + "TP": 22129, + "n_pred": 25260, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5808642802877955, + "FN": 8134, + "FP": 1245, + "IoU": 0.40930847713817864, + "TN": 97122002, + "TP": 6499, + "n_pred": 7744, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8962273179786566, + "FN": 91000, + "FP": 235371, + "IoU": 0.8119672941509949, + "TN": 95402166, + "TP": 1409343, + "n_pred": 1644714, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7294936542093013, + "FN": 88137, + "FP": 35057, + "IoU": 0.5741755298005233, + "TN": 96848573, + "TP": 166113, + "n_pred": 201170, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8191985753659291, + "FN": 7531, + "FP": 45670, + "IoU": 0.6937648941436515, + "TN": 96964154, + "TP": 120525, + "n_pred": 166195, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7133618925482278, + "FN": 16292, + "FP": 25728, + "IoU": 0.5544386478347542, + "TN": 97043572, + "TP": 52288, + "n_pred": 78016, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8737032038239839, + "FN": 21707, + "FP": 22180, + "IoU": 0.7757308790989785, + "TN": 130571103, + "TP": 151802, + "n_pred": 173982, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6464999577119337, + "FN": 31384, + "FP": 18772, + "IoU": 0.4776504894813581, + "TN": 130670772, + "TP": 45864, + "n_pred": 64636, + "n_ref": 77248 + }, + "11": { + "Dice": 0.09407337723424271, + "FN": 3849, + "FP": 3, + "IoU": 0.049358341559723594, + "TN": 130762740, + "TP": 200, + "n_pred": 203, + "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": 0.3793863883497119, + "FN": 42701, + "FP": 18368, + "IoU": 0.23410045776635105, + "TN": 130687057, + "TP": 18666, + "n_pred": 37034, + "n_ref": 61367 + }, + "14": { + "Dice": 0.896680574178311, + "FN": 27684, + "FP": 2676, + "IoU": 0.8127116709746273, + "TN": 130604689, + "TP": 131743, + "n_pred": 134419, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8934632418069087, + "FN": 3572, + "FP": 2442, + "IoU": 0.8074410860655737, + "TN": 130735560, + "TP": 25218, + "n_pred": 27660, + "n_ref": 28790 + }, + "2": { + "Dice": 0.713118918047448, + "FN": 49116, + "FP": 45193, + "IoU": 0.5541451561052174, + "TN": 130555268, + "TP": 117215, + "n_pred": 162408, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7033951383226386, + "FN": 47007, + "FP": 53389, + "IoU": 0.5424899744804959, + "TN": 130547352, + "TP": 119044, + "n_pred": 172433, + "n_ref": 166051 + }, + "4": { + "Dice": 0.4892699608465084, + "FN": 20064, + "FP": 546, + "IoU": 0.32386326356538286, + "TN": 130736310, + "TP": 9872, + "n_pred": 10418, + "n_ref": 29936 + }, + "5": { + "Dice": 0.2922456773098547, + "FN": 25799, + "FP": 889, + "IoU": 0.17112864153052984, + "TN": 130734594, + "TP": 5510, + "n_pred": 6399, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9368980961811153, + "FN": 62578, + "FP": 109106, + "IoU": 0.8812871962843648, + "TN": 129320579, + "TP": 1274529, + "n_pred": 1383635, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6735123197424692, + "FN": 85692, + "FP": 263196, + "IoU": 0.50774110439662, + "TN": 130058043, + "TP": 359861, + "n_pred": 623057, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8209579012177556, + "FN": 16207, + "FP": 77140, + "IoU": 0.6962922715530424, + "TN": 130459434, + "TP": 214011, + "n_pred": 291151, + "n_ref": 230218 + }, + "9": { + "Dice": 0.49945119144566796, + "FN": 66764, + "FP": 3921, + "IoU": 0.3328456819254365, + "TN": 130660842, + "TP": 35265, + "n_pred": 39186, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6589561300529543, + "FN": 70059, + "FP": 65317, + "IoU": 0.4913755208313765, + "TN": 71969847, + "TP": 130785, + "n_pred": 196102, + "n_ref": 200844 + }, + "10": { + "Dice": 0.24505289075323727, + "FN": 51914, + "FP": 14316, + "IoU": 0.13963548500240325, + "TN": 72159029, + "TP": 10749, + "n_pred": 25065, + "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": 0.16323143430600587, + "FN": 61980, + "FP": 24736, + "IoU": 0.08886880870826067, + "TN": 72140834, + "TP": 8458, + "n_pred": 33194, + "n_ref": 70438 + }, + "14": { + "Dice": 0.09225141565448484, + "FN": 49685, + "FP": 425781, + "IoU": 0.04835617041547077, + "TN": 71736382, + "TP": 24160, + "n_pred": 449941, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6022088906789901, + "FN": 14112, + "FP": 4653, + "IoU": 0.43082896053868786, + "TN": 72203039, + "TP": 14204, + "n_pred": 18857, + "n_ref": 28316 + }, + "2": { + "Dice": 0.39066932983043323, + "FN": 94729, + "FP": 6858, + "IoU": 0.24275267791253272, + "TN": 72101855, + "TP": 32566, + "n_pred": 39424, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7442021742145614, + "FN": 12643, + "FP": 94325, + "IoU": 0.592613045614329, + "TN": 71973437, + "TP": 155603, + "n_pred": 249928, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3416, + "IoU": 0.0, + "TN": 72232592, + "TP": 0, + "n_pred": 3416, + "n_ref": 0 + }, + "5": { + "Dice": 0.7642886942010847, + "FN": 1815, + "FP": 2140, + "IoU": 0.6185010128291695, + "TN": 72225641, + "TP": 6412, + "n_pred": 8552, + "n_ref": 8227 + }, + "6": { + "Dice": 0.631961081430226, + "FN": 568627, + "FP": 529932, + "IoU": 0.461946712810564, + "TN": 70194279, + "TP": 943170, + "n_pred": 1473102, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4312940174909063, + "FN": 183224, + "FP": 228278, + "IoU": 0.2749361717873133, + "TN": 71668469, + "TP": 156037, + "n_pred": 384315, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8790516250163739, + "FN": 7182, + "FP": 9438, + "IoU": 0.7842034875417115, + "TN": 72158991, + "TP": 60397, + "n_pred": 69835, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4354961985598777, + "FN": 33381, + "FP": 8718, + "IoU": 0.27836058829579347, + "TN": 72177670, + "TP": 16239, + "n_pred": 24957, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0732426280067557, + "FN": 85501, + "FP": 2844, + "IoU": 0.03801341521843286, + "TN": 52461284, + "TP": 3491, + "n_pred": 6335, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 2644, + "IoU": 0.0, + "TN": 52503292, + "TP": 0, + "n_pred": 2644, + "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": 0.1581129982302755, + "FN": 18622, + "FP": 13251, + "IoU": 0.08584294154763954, + "TN": 52518254, + "TP": 2993, + "n_pred": 16244, + "n_ref": 21615 + }, + "14": { + "Dice": 0.03748115423722871, + "FN": 54768, + "FP": 136, + "IoU": 0.01909849391670984, + "TN": 52497147, + "TP": 1069, + "n_pred": 1205, + "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": 0.6079569287295781, + "FN": 20574, + "FP": 127100, + "IoU": 0.43673715366776517, + "TN": 52290944, + "TP": 114502, + "n_pred": 241602, + "n_ref": 135076 + }, + "3": { + "Dice": 0.053351342225223704, + "FN": 139143, + "FP": 1032, + "IoU": 0.02740676496097138, + "TN": 52408995, + "TP": 3950, + "n_pred": 4982, + "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": 0.671980721104829, + "FN": 2657, + "FP": 882, + "IoU": 0.506002233389168, + "TN": 52545956, + "TP": 3625, + "n_pred": 4507, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7743292505978653, + "FN": 224487, + "FP": 95128, + "IoU": 0.6317595903920954, + "TN": 51685168, + "TP": 548337, + "n_pred": 643465, + "n_ref": 772824 + }, + "7": { + "Dice": 0.22305691487016707, + "FN": 167766, + "FP": 8468, + "IoU": 0.12552845205724153, + "TN": 52351588, + "TP": 25298, + "n_pred": 33766, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5423267853924668, + "FN": 26430, + "FP": 29440, + "IoU": 0.3720496335925909, + "TN": 52464148, + "TP": 33102, + "n_pred": 62542, + "n_ref": 59532 + }, + "9": { + "Dice": 0.38587339262891573, + "FN": 55899, + "FP": 14736, + "IoU": 0.23906017710555233, + "TN": 52460294, + "TP": 22191, + "n_pred": 36927, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8284850797715186, + "FN": 23524, + "FP": 87936, + "IoU": 0.7071912320245469, + "TN": 143756592, + "TP": 269198, + "n_pred": 357134, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7471094468532388, + "FN": 30044, + "FP": 16150, + "IoU": 0.5963086280575728, + "TN": 144022821, + "TP": 68235, + "n_pred": 84385, + "n_ref": 98279 + }, + "11": { + "Dice": 0.1193351328313681, + "FN": 6199, + "FP": 0, + "IoU": 0.06345369391146699, + "TN": 144130631, + "TP": 420, + "n_pred": 420, + "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": 0.7025844060243122, + "FN": 33673, + "FP": 26123, + "IoU": 0.5415260994908913, + "TN": 144006826, + "TP": 70628, + "n_pred": 96751, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8787076098862368, + "FN": 85993, + "FP": 3481, + "IoU": 0.783656089735065, + "TN": 143723677, + "TP": 324099, + "n_pred": 327580, + "n_ref": 410092 + }, + "15": { + "Dice": 0.2279373024236038, + "FN": 19205, + "FP": 4241, + "IoU": 0.1286282380049801, + "TN": 144110343, + "TP": 3461, + "n_pred": 7702, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6904543236051998, + "FN": 6473, + "FP": 111493, + "IoU": 0.5272472247825912, + "TN": 143887720, + "TP": 131564, + "n_pred": 243057, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5575640505886374, + "FN": 104056, + "FP": 7260, + "IoU": 0.38654336840132925, + "TN": 143955793, + "TP": 70141, + "n_pred": 77401, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7948115820022597, + "FN": 15293, + "FP": 3231, + "IoU": 0.6594915534640907, + "TN": 144082849, + "TP": 35877, + "n_pred": 39108, + "n_ref": 51170 + }, + "5": { + "Dice": 0.43096975576833846, + "FN": 21915, + "FP": 5065, + "IoU": 0.27467268865768746, + "TN": 144100053, + "TP": 10217, + "n_pred": 15282, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9527823247586548, + "FN": 77183, + "FP": 49824, + "IoU": 0.909822615951429, + "TN": 142728837, + "TP": 1281406, + "n_pred": 1331230, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7664522544882235, + "FN": 67170, + "FP": 43679, + "IoU": 0.6213397554143608, + "TN": 143844510, + "TP": 181891, + "n_pred": 225570, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8355841681004331, + "FN": 14699, + "FP": 69682, + "IoU": 0.7175994564908182, + "TN": 143838451, + "TP": 214418, + "n_pred": 284100, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7180432084694679, + "FN": 37759, + "FP": 6771, + "IoU": 0.5601149845403088, + "TN": 144036019, + "TP": 56701, + "n_pred": 63472, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9268919599318557, + "FN": 12432, + "FP": 19367, + "IoU": 0.8637452384319069, + "TN": 111545541, + "TP": 201580, + "n_pred": 220947, + "n_ref": 214012 + }, + "10": { + "Dice": 0.43784414313846, + "FN": 28548, + "FP": 16271, + "IoU": 0.2802819841664927, + "TN": 111716647, + "TP": 17454, + "n_pred": 33725, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5132293976401926, + "FN": 30607, + "FP": 11762, + "IoU": 0.3451974345104706, + "TN": 111714215, + "TP": 22336, + "n_pred": 34098, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7724405174188959, + "FN": 9450, + "FP": 39174, + "IoU": 0.6292489515821579, + "TN": 111647770, + "TP": 82526, + "n_pred": 121700, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5003968253968254, + "FN": 5688, + "FP": 4384, + "IoU": 0.3336861603598836, + "TN": 111763804, + "TP": 5044, + "n_pred": 9428, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8839254216226747, + "FN": 38433, + "FP": 5657, + "IoU": 0.7919949425851316, + "TN": 111566954, + "TP": 167876, + "n_pred": 173533, + "n_ref": 206309 + }, + "3": { + "Dice": 0.731271578999103, + "FN": 3923, + "FP": 39819, + "IoU": 0.5763814910224874, + "TN": 111675662, + "TP": 59516, + "n_pred": 99335, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8263306118965664, + "FN": 4155, + "FP": 1950, + "IoU": 0.7040573949294682, + "TN": 111758291, + "TP": 14524, + "n_pred": 16474, + "n_ref": 18679 + }, + "5": { + "Dice": 0.2570567437547093, + "FN": 21981, + "FP": 3655, + "IoU": 0.14748428718699078, + "TN": 111748849, + "TP": 4435, + "n_pred": 8090, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9425917960073056, + "FN": 98583, + "FP": 39814, + "IoU": 0.8914171390463488, + "TN": 110504345, + "TP": 1136178, + "n_pred": 1175992, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4669916604666141, + "FN": 112230, + "FP": 175764, + "IoU": 0.30462434444991743, + "TN": 111364764, + "TP": 126162, + "n_pred": 301926, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6614626442522666, + "FN": 68665, + "FP": 144839, + "IoU": 0.4941682362557305, + "TN": 111356835, + "TP": 208581, + "n_pred": 353420, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6662179951780142, + "FN": 35298, + "FP": 9834, + "IoU": 0.49949541437015516, + "TN": 111688747, + "TP": 45041, + "n_pred": 54875, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42312079211436127, + "FN": 117735, + "FP": 12248, + "IoU": 0.26832796703667844, + "TN": 198910223, + "TP": 47669, + "n_pred": 59917, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6377644680969423, + "FN": 28733, + "FP": 10337, + "IoU": 0.4681748883807035, + "TN": 199014411, + "TP": 34394, + "n_pred": 44731, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0858245230283145, + "FN": 32769, + "FP": 27413, + "IoU": 0.044836288031488564, + "TN": 199024868, + "TP": 2825, + "n_pred": 30238, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5209330980985186, + "FN": 28346, + "FP": 5868, + "IoU": 0.3522038776128446, + "TN": 199035059, + "TP": 18602, + "n_pred": 24470, + "n_ref": 46948 + }, + "15": { + "Dice": 0.25978951598724037, + "FN": 117880, + "FP": 0, + "IoU": 0.14928626069887274, + "TN": 198949309, + "TP": 20686, + "n_pred": 20686, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6226899023259083, + "FN": 5517, + "FP": 144829, + "IoU": 0.45210581362720337, + "TN": 198813468, + "TP": 124061, + "n_pred": 268890, + "n_ref": 129578 + }, + "3": { + "Dice": 0.04242444937681407, + "FN": 135725, + "FP": 4488, + "IoU": 0.021671934635324, + "TN": 198944556, + "TP": 3106, + "n_pred": 7594, + "n_ref": 138831 + }, + "4": { + "Dice": 0.242557968489916, + "FN": 13987, + "FP": 5580, + "IoU": 0.13801762114537444, + "TN": 199065175, + "TP": 3133, + "n_pred": 8713, + "n_ref": 17120 + }, + "5": { + "Dice": 0.35443793605193447, + "FN": 15318, + "FP": 1985, + "IoU": 0.21539019634516846, + "TN": 199065822, + "TP": 4750, + "n_pred": 6735, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9086017662365954, + "FN": 87261, + "FP": 127553, + "IoU": 0.8325116700102373, + "TN": 197805314, + "TP": 1067747, + "n_pred": 1195300, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.547875857812523, + "FN": 81609, + "FP": 41461, + "IoU": 0.37729271340892645, + "TN": 198890238, + "TP": 74567, + "n_pred": 116028, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6057714054363457, + "FN": 9878, + "FP": 131313, + "IoU": 0.4344849960747873, + "TN": 198838207, + "TP": 108477, + "n_pred": 239790, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8067239791218913, + "FN": 29829, + "FP": 5423, + "IoU": 0.6760581500064325, + "TN": 198979053, + "TP": 73570, + "n_pred": 78993, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7683696955630344, + "FN": 25470, + "FP": 70336, + "IoU": 0.6238639085080738, + "TN": 130820481, + "TP": 158905, + "n_pred": 229241, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6347123671636191, + "FN": 25204, + "FP": 41000, + "IoU": 0.4648927829551976, + "TN": 130951471, + "TP": 57517, + "n_pred": 98517, + "n_ref": 82721 + }, + "11": { + "Dice": 0.1991609626849194, + "FN": 3620, + "FP": 7, + "IoU": 0.11059342815105444, + "TN": 131071114, + "TP": 451, + "n_pred": 458, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2975006166241881, + "FN": 68447, + "FP": 34087, + "IoU": 0.17474345044066159, + "TN": 130950947, + "TP": 21711, + "n_pred": 55798, + "n_ref": 90158 + }, + "14": { + "Dice": 0.34679634881247784, + "FN": 40960, + "FP": 18006, + "IoU": 0.20977231000147414, + "TN": 131000573, + "TP": 15653, + "n_pred": 33659, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6946381089965036, + "FN": 10990, + "FP": 3595, + "IoU": 0.5321421697568487, + "TN": 131044018, + "TP": 16589, + "n_pred": 20184, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5851596796354009, + "FN": 90409, + "FP": 8625, + "IoU": 0.4135870820281737, + "TN": 130906311, + "TP": 69847, + "n_pred": 78472, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7157354873602408, + "FN": 16045, + "FP": 122188, + "IoU": 0.5573115820891699, + "TN": 130762934, + "TP": 174025, + "n_pred": 296213, + "n_ref": 190070 + }, + "4": { + "Dice": 0.745680053999325, + "FN": 28891, + "FP": 1251, + "IoU": 0.5944895131237303, + "TN": 131000861, + "TP": 44189, + "n_pred": 45440, + "n_ref": 73080 + }, + "5": { + "Dice": 0.3032713421465382, + "FN": 11992, + "FP": 446, + "IoU": 0.17873885770881479, + "TN": 131060047, + "TP": 2707, + "n_pred": 3153, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8480705857407965, + "FN": 136054, + "FP": 341161, + "IoU": 0.7362174932273814, + "TN": 129266069, + "TP": 1331908, + "n_pred": 1673069, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5751792752860032, + "FN": 349537, + "FP": 282154, + "IoU": 0.40368536568097607, + "TN": 130015867, + "TP": 427634, + "n_pred": 709788, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7327650429799427, + "FN": 25893, + "FP": 48719, + "IoU": 0.578239290922863, + "TN": 130898286, + "TP": 102294, + "n_pred": 151013, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6178236617122105, + "FN": 20630, + "FP": 34935, + "IoU": 0.44699337168335357, + "TN": 130974714, + "TP": 44913, + "n_pred": 79848, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8972926953101616, + "FN": 13181, + "FP": 33144, + "IoU": 0.8137179208788734, + "TN": 101368518, + "TP": 202357, + "n_pred": 235501, + "n_ref": 215538 + }, + "10": { + "Dice": 0.3860956570492086, + "FN": 23442, + "FP": 47731, + "IoU": 0.23923081856467923, + "TN": 101523646, + "TP": 22381, + "n_pred": 70112, + "n_ref": 45823 + }, + "11": { + "Dice": 0.22956087111745804, + "FN": 4316, + "FP": 0, + "IoU": 0.12966323855616052, + "TN": 101612241, + "TP": 643, + "n_pred": 643, + "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": 0.5968091936834063, + "FN": 23368, + "FP": 26241, + "IoU": 0.4253229076165653, + "TN": 101530875, + "TP": 36716, + "n_pred": 62957, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7394318982271219, + "FN": 18206, + "FP": 12497, + "IoU": 0.5865862361479527, + "TN": 101542933, + "TP": 43564, + "n_pred": 56061, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7836378104735622, + "FN": 10124, + "FP": 2655, + "IoU": 0.6442470977979455, + "TN": 101581279, + "TP": 23142, + "n_pred": 25797, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6744994744968794, + "FN": 16394, + "FP": 134122, + "IoU": 0.5088639812050316, + "TN": 101310735, + "TP": 155949, + "n_pred": 290071, + "n_ref": 172343 + }, + "3": { + "Dice": 0.3623370276979613, + "FN": 126632, + "FP": 36479, + "IoU": 0.22125250056098505, + "TN": 101407747, + "TP": 46342, + "n_pred": 82821, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4821177133201915, + "FN": 10221, + "FP": 2652, + "IoU": 0.3176252319109462, + "TN": 101598335, + "TP": 5992, + "n_pred": 8644, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5666399725431873, + "FN": 15512, + "FP": 7216, + "IoU": 0.3953228509857131, + "TN": 101579613, + "TP": 14859, + "n_pred": 22075, + "n_ref": 30371 + }, + "6": { + "Dice": 0.928485676337041, + "FN": 181033, + "FP": 27339, + "IoU": 0.8665172791746021, + "TN": 100056159, + "TP": 1352669, + "n_pred": 1380008, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7573542203047805, + "FN": 79546, + "FP": 143626, + "IoU": 0.6094691123407144, + "TN": 101045742, + "TP": 348286, + "n_pred": 491912, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7728631987763621, + "FN": 35134, + "FP": 80547, + "IoU": 0.6298101385319897, + "TN": 101304709, + "TP": 196810, + "n_pred": 277357, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7135713621438331, + "FN": 31124, + "FP": 8915, + "IoU": 0.5546917575878905, + "TN": 101527287, + "TP": 49874, + "n_pred": 58789, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.772730444880538, + "FN": 73181, + "FP": 8234, + "IoU": 0.629633841772699, + "TN": 118962389, + "TP": 138408, + "n_pred": 146642, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7383737085406825, + "FN": 22288, + "FP": 19140, + "IoU": 0.5852554861444819, + "TN": 119082324, + "TP": 58460, + "n_pred": 77600, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.2874081778586752, + "FN": 22022, + "FP": 32787, + "IoU": 0.16782059457653883, + "TN": 119116350, + "TP": 11053, + "n_pred": 43840, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 5821, + "IoU": 0.0, + "TN": 119110524, + "TP": 0, + "n_pred": 5821, + "n_ref": 65867 + }, + "15": { + "Dice": 0.13574877778111036, + "FN": 18457, + "FP": 10358, + "IoU": 0.07281678357680675, + "TN": 119151134, + "TP": 2263, + "n_pred": 12621, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7495756458767558, + "FN": 21042, + "FP": 94181, + "IoU": 0.5994570110579246, + "TN": 118894545, + "TP": 172444, + "n_pred": 266625, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5252531766311722, + "FN": 99258, + "FP": 77429, + "IoU": 0.3561649825637961, + "TN": 118907783, + "TP": 97742, + "n_pred": 175171, + "n_ref": 197000 + }, + "4": { + "Dice": 0.645169009871373, + "FN": 21769, + "FP": 1955, + "IoU": 0.47619888722070125, + "TN": 119136920, + "TP": 21568, + "n_pred": 23523, + "n_ref": 43337 + }, + "5": { + "Dice": 0.5688350983358548, + "FN": 10202, + "FP": 1198, + "IoU": 0.3974630021141649, + "TN": 119163292, + "TP": 7520, + "n_pred": 8718, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9195264799211389, + "FN": 124689, + "FP": 157852, + "IoU": 0.8510402733923779, + "TN": 117285451, + "TP": 1614220, + "n_pred": 1772072, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6697899487739717, + "FN": 106336, + "FP": 82278, + "IoU": 0.5035219423854448, + "TN": 118802308, + "TP": 191290, + "n_pred": 273568, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7769396551724138, + "FN": 13669, + "FP": 25661, + "IoU": 0.6352422907488987, + "TN": 119074387, + "TP": 68495, + "n_pred": 94156, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7548401832619006, + "FN": 29339, + "FP": 7155, + "IoU": 0.6062195174586732, + "TN": 119089536, + "TP": 56182, + "n_pred": 63337, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3371, + "IoU": 0.0, + "TN": 61329109, + "TP": 0, + "n_pred": 3371, + "n_ref": 0 + }, + "10": { + "Dice": 0.4157283073402782, + "FN": 20620, + "FP": 18192, + "IoU": 0.26240973014063096, + "TN": 61279860, + "TP": 13808, + "n_pred": 32000, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.2535368726459667, + "FN": 43171, + "FP": 12916, + "IoU": 0.14517161494848504, + "TN": 61266868, + "TP": 9525, + "n_pred": 22441, + "n_ref": 52696 + }, + "14": { + "Dice": 0.918830969599036, + "FN": 23512, + "FP": 20139, + "IoU": 0.8498495089692655, + "TN": 61041765, + "TP": 247064, + "n_pred": 267203, + "n_ref": 270576 + }, + "15": { + "Dice": 0.19617324910239511, + "FN": 87437, + "FP": 996, + "IoU": 0.10875393050068531, + "TN": 61233256, + "TP": 10791, + "n_pred": 11787, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5592322277343446, + "FN": 96349, + "FP": 5471, + "IoU": 0.38814876241639773, + "TN": 61166067, + "TP": 64593, + "n_pred": 70064, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7042817531625234, + "FN": 10282, + "FP": 89116, + "IoU": 0.5435454466134891, + "TN": 61114719, + "TP": 118363, + "n_pred": 207479, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7822093236218143, + "FN": 14428, + "FP": 1031, + "IoU": 0.6423183711244794, + "TN": 61289260, + "TP": 27761, + "n_pred": 28792, + "n_ref": 42189 + }, + "5": { + "Dice": 0.42505510653930934, + "FN": 6258, + "FP": 2, + "IoU": 0.26988570095637976, + "TN": 61323906, + "TP": 2314, + "n_pred": 2316, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8965915361629417, + "FN": 43560, + "FP": 224601, + "IoU": 0.8125653967208852, + "TN": 59901789, + "TP": 1162530, + "n_pred": 1387131, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3012354732978871, + "FN": 157401, + "FP": 59840, + "IoU": 0.17732620887880726, + "TN": 61068413, + "TP": 46826, + "n_pred": 106666, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6681213496548765, + "FN": 36284, + "FP": 9345, + "IoU": 0.5016383057733895, + "TN": 61240922, + "TP": 45929, + "n_pred": 55274, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6207110244329211, + "FN": 29319, + "FP": 12300, + "IoU": 0.4500224647831488, + "TN": 61256806, + "TP": 34055, + "n_pred": 46355, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8046826205307193, + "FN": 56693, + "FP": 1786, + "IoU": 0.6731957841088174, + "TN": 148928558, + "TP": 120463, + "n_pred": 122249, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5114604900246549, + "FN": 37847, + "FP": 28930, + "IoU": 0.34359886761294384, + "TN": 149005768, + "TP": 34955, + "n_pred": 63885, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.30316843707628705, + "FN": 66144, + "FP": 17627, + "IoU": 0.17866737259054455, + "TN": 149005506, + "TP": 18223, + "n_pred": 35850, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8470273474909931, + "FN": 9486, + "FP": 20703, + "IoU": 0.7346465205811776, + "TN": 148993731, + "TP": 83580, + "n_pred": 104283, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7711335590564401, + "FN": 10485, + "FP": 5873, + "IoU": 0.627516167228345, + "TN": 149063584, + "TP": 27558, + "n_pred": 33431, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8691824820772834, + "FN": 20548, + "FP": 20527, + "IoU": 0.7686319572356377, + "TN": 148929969, + "TP": 136456, + "n_pred": 156983, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3825457021534155, + "FN": 39861, + "FP": 25428, + "IoU": 0.23651098065813786, + "TN": 149021986, + "TP": 20225, + "n_pred": 45653, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8339079725875793, + "FN": 6242, + "FP": 1562, + "IoU": 0.715130498266107, + "TN": 149080105, + "TP": 19591, + "n_pred": 21153, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 1202, + "IoU": 0.0, + "TN": 149072582, + "TP": 0, + "n_pred": 1202, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9457590094997681, + "FN": 60022, + "FP": 59962, + "IoU": 0.8970994469215339, + "TN": 147941481, + "TP": 1046035, + "n_pred": 1105997, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5151615603271814, + "FN": 150807, + "FP": 83209, + "IoU": 0.3469478877720167, + "TN": 148749158, + "TP": 124326, + "n_pred": 207535, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7404944848483727, + "FN": 29045, + "FP": 111150, + "IoU": 0.5879247656642672, + "TN": 148767283, + "TP": 200022, + "n_pred": 311172, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6136413558038251, + "FN": 46979, + "FP": 4030, + "IoU": 0.44262814559043673, + "TN": 149015983, + "TP": 40508, + "n_pred": 44538, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2521316495999784, + "FN": 440351, + "FP": 3111, + "IoU": 0.14425093831710775, + "TN": 100194585, + "TP": 74753, + "n_pred": 77864, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4256660886016081, + "FN": 14171, + "FP": 51403, + "IoU": 0.2703785299419187, + "TN": 100622926, + "TP": 24300, + "n_pred": 75703, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0030812988859919414, + "FN": 39077, + "FP": 11395, + "IoU": 0.001543026706231454, + "TN": 100662250, + "TP": 78, + "n_pred": 11473, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5749659145885561, + "FN": 62384, + "FP": 72912, + "IoU": 0.4034752013826734, + "TN": 100485993, + "TP": 91511, + "n_pred": 164423, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6612148582122951, + "FN": 46510, + "FP": 3452, + "IoU": 0.4938916914848356, + "TN": 100614082, + "TP": 48756, + "n_pred": 52208, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1947063474269261, + "FN": 200156, + "FP": 72816, + "IoU": 0.10785300615742617, + "TN": 100406828, + "TP": 33000, + "n_pred": 105816, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5604916342308082, + "FN": 82897, + "FP": 138308, + "IoU": 0.38936323508708004, + "TN": 100350547, + "TP": 141048, + "n_pred": 279356, + "n_ref": 223945 + }, + "4": { + "Dice": 0.08424066964566682, + "FN": 54975, + "FP": 3227, + "IoU": 0.04397246998143859, + "TN": 100651921, + "TP": 2677, + "n_pred": 5904, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 164, + "IoU": 0.0, + "TN": 100696163, + "TP": 0, + "n_pred": 164, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4646189814628009, + "FN": 1289329, + "FP": 528440, + "IoU": 0.30260826195797086, + "TN": 98106275, + "TP": 788756, + "n_pred": 1317196, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2664437367611221, + "FN": 126323, + "FP": 126828, + "IoU": 0.15369777284488811, + "TN": 100413674, + "TP": 45975, + "n_pred": 172803, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6863825894273249, + "FN": 31348, + "FP": 36871, + "IoU": 0.5225133162083277, + "TN": 100569929, + "TP": 74652, + "n_pred": 111523, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6167006990381826, + "FN": 47643, + "FP": 19746, + "IoU": 0.445818702148831, + "TN": 100591199, + "TP": 54212, + "n_pred": 73958, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7196105444019627, + "FN": 31345, + "FP": 4883, + "IoU": 0.5620247349396134, + "TN": 78867983, + "TP": 46489, + "n_pred": 51372, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6033347254794873, + "FN": 20164, + "FP": 4530, + "IoU": 0.4319823342687583, + "TN": 78907226, + "TP": 18780, + "n_pred": 23310, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 1, + "IoU": 0.0, + "TN": 78949331, + "TP": 0, + "n_pred": 1, + "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": 0.22529306066569693, + "FN": 51506, + "FP": 2818, + "IoU": 0.12694662745287114, + "TN": 78888477, + "TP": 7899, + "n_pred": 10717, + "n_ref": 59405 + }, + "14": { + "Dice": 0.007870142646335464, + "FN": 27117, + "FP": 11206, + "IoU": 0.003950617283950617, + "TN": 78912225, + "TP": 152, + "n_pred": 11358, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6124538662345845, + "FN": 31904, + "FP": 2538, + "IoU": 0.4413935157403052, + "TN": 78889043, + "TP": 27215, + "n_pred": 29753, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6890430728241563, + "FN": 38052, + "FP": 17970, + "IoU": 0.5256031365641751, + "TN": 78832609, + "TP": 62069, + "n_pred": 80039, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7070254630434631, + "FN": 33850, + "FP": 8273, + "IoU": 0.546820871436256, + "TN": 78857750, + "TP": 50827, + "n_pred": 59100, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8620381239868076, + "FN": 1707, + "FP": 3229, + "IoU": 0.757528123004372, + "TN": 78930343, + "TP": 15421, + "n_pred": 18650, + "n_ref": 17128 + }, + "5": { + "Dice": 0.005128624819270535, + "FN": 34704, + "FP": 1765, + "IoU": 0.002570905013264776, + "TN": 78914137, + "TP": 94, + "n_pred": 1859, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9097343388187802, + "FN": 88707, + "FP": 34007, + "IoU": 0.8344152908871332, + "TN": 78209605, + "TP": 618381, + "n_pred": 652388, + "n_ref": 707088 + }, + "7": { + "Dice": 0.48910476676649206, + "FN": 466252, + "FP": 66179, + "IoU": 0.323718518669058, + "TN": 78163408, + "TP": 254861, + "n_pred": 321040, + "n_ref": 721113 + }, + "8": { + "Dice": 0.744898133257239, + "FN": 90948, + "FP": 73545, + "IoU": 0.5934961559657287, + "TN": 78546047, + "TP": 240160, + "n_pred": 313705, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3925502202169943, + "FN": 42431, + "FP": 2807, + "IoU": 0.24420683318018546, + "TN": 78890845, + "TP": 14617, + "n_pred": 17424, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9381747678492466, + "FN": 10294, + "FP": 7882, + "IoU": 0.8835491373179655, + "TN": 104848357, + "TP": 137907, + "n_pred": 145789, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6498970823282395, + "FN": 32138, + "FP": 27223, + "IoU": 0.4813685488873551, + "TN": 104889983, + "TP": 55096, + "n_pred": 82319, + "n_ref": 87234 + }, + "11": { + "Dice": 0.124702316518727, + "FN": 4043, + "FP": 0, + "IoU": 0.0664973447240822, + "TN": 105000109, + "TP": 288, + "n_pred": 288, + "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": 0.5001632274359548, + "FN": 48708, + "FP": 9474, + "IoU": 0.33347844017779404, + "TN": 104917148, + "TP": 29110, + "n_pred": 38584, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8552886493554123, + "FN": 16443, + "FP": 1708, + "IoU": 0.7471653433625853, + "TN": 104932650, + "TP": 53639, + "n_pred": 55347, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6660814046288906, + "FN": 11841, + "FP": 711, + "IoU": 0.49934186909177936, + "TN": 104979369, + "TP": 12519, + "n_pred": 13230, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6721590856890866, + "FN": 24425, + "FP": 118313, + "IoU": 0.5062045298083808, + "TN": 104715377, + "TP": 146325, + "n_pred": 264638, + "n_ref": 170750 + }, + "3": { + "Dice": 0.398213990408467, + "FN": 107791, + "FP": 30491, + "IoU": 0.24860623580425356, + "TN": 104820406, + "TP": 45752, + "n_pred": 76243, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2419, + "IoU": 0.0, + "TN": 105002021, + "TP": 0, + "n_pred": 2419, + "n_ref": 0 + }, + "5": { + "Dice": 0.4280867214905975, + "FN": 18914, + "FP": 10921, + "IoU": 0.27233482110192436, + "TN": 104963439, + "TP": 11166, + "n_pred": 22087, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9481272898616615, + "FN": 61769, + "FP": 66703, + "IoU": 0.901370746406157, + "TN": 103701865, + "TP": 1174103, + "n_pred": 1240806, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5483121393187274, + "FN": 58308, + "FP": 224716, + "IoU": 0.37770663664667287, + "TN": 104549632, + "TP": 171784, + "n_pred": 396500, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8895933195146176, + "FN": 36573, + "FP": 45241, + "IoU": 0.8011419015650711, + "TN": 104593021, + "TP": 329605, + "n_pred": 374846, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7339460763871513, + "FN": 27555, + "FP": 20294, + "IoU": 0.5797115452181857, + "TN": 104890592, + "TP": 65999, + "n_pred": 86293, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7635379695681204, + "FN": 157384, + "FP": 4112, + "IoU": 0.6175183311544364, + "TN": 177254056, + "TP": 260736, + "n_pred": 264848, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2192988057985823, + "FN": 59942, + "FP": 25633, + "IoU": 0.12315306268828002, + "TN": 177578694, + "TP": 12019, + "n_pred": 37652, + "n_ref": 71961 + }, + "11": { + "Dice": 0.14654161781946073, + "FN": 4368, + "FP": 0, + "IoU": 0.07906388361796332, + "TN": 177671545, + "TP": 375, + "n_pred": 375, + "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": 0.5107380762057021, + "FN": 48331, + "FP": 6755, + "IoU": 0.34294711228798397, + "TN": 177592450, + "TP": 28752, + "n_pred": 35507, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8664034484007679, + "FN": 16448, + "FP": 1993, + "IoU": 0.7642961220890104, + "TN": 177598050, + "TP": 59797, + "n_pred": 61790, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8123556581986143, + "FN": 4878, + "FP": 3572, + "IoU": 0.684005833738454, + "TN": 177649547, + "TP": 18291, + "n_pred": 21863, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6749280523542321, + "FN": 8926, + "FP": 188970, + "IoU": 0.5093520042842692, + "TN": 177272952, + "TP": 205440, + "n_pred": 394410, + "n_ref": 214366 + }, + "3": { + "Dice": 0.1531376369769732, + "FN": 188773, + "FP": 13318, + "IoU": 0.08291773119806864, + "TN": 177455925, + "TP": 18272, + "n_pred": 31590, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 10237, + "IoU": 0.0, + "TN": 177631618, + "TP": 0, + "n_pred": 10237, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6229317851959362, + "FN": 14013, + "FP": 6771, + "IoU": 0.4523608768971332, + "TN": 177638336, + "TP": 17168, + "n_pred": 23939, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8774603574021175, + "FN": 215460, + "FP": 228663, + "IoU": 0.7816742715396845, + "TN": 175642066, + "TP": 1590099, + "n_pred": 1818762, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6414576970678334, + "FN": 91678, + "FP": 217431, + "IoU": 0.4721661560949288, + "TN": 177090670, + "TP": 276509, + "n_pred": 493940, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7353370122191565, + "FN": 12890, + "FP": 121400, + "IoU": 0.5814489862706291, + "TN": 177355443, + "TP": 186555, + "n_pred": 307955, + "n_ref": 199445 + }, + "9": { + "Dice": 0.740198770528106, + "FN": 51660, + "FP": 7000, + "IoU": 0.5875520305996175, + "TN": 177534064, + "TP": 83564, + "n_pred": 90564, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8839176719408631, + "FN": 36815, + "FP": 2648, + "IoU": 0.7919824996046597, + "TN": 193815825, + "TP": 150247, + "n_pred": 152895, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8185816824576515, + "FN": 15768, + "FP": 15826, + "IoU": 0.6928804728205926, + "TN": 193902663, + "TP": 71278, + "n_pred": 87104, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4468091995208133, + "FN": 46177, + "FP": 5080, + "IoU": 0.287671803994052, + "TN": 193933578, + "TP": 20700, + "n_pred": 25780, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7984793444284869, + "FN": 5015, + "FP": 30766, + "IoU": 0.6645573180335246, + "TN": 193898867, + "TP": 70887, + "n_pred": 101653, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7094176087000961, + "FN": 3614, + "FP": 10601, + "IoU": 0.5496879652801977, + "TN": 193973968, + "TP": 17352, + "n_pred": 27953, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6748364287262842, + "FN": 17502, + "FP": 99486, + "IoU": 0.5092476456152862, + "TN": 193767150, + "TP": 121397, + "n_pred": 220883, + "n_ref": 138899 + }, + "3": { + "Dice": 0.36192974546050743, + "FN": 103650, + "FP": 5319, + "IoU": 0.22094885396857172, + "TN": 193865661, + "TP": 30905, + "n_pred": 36224, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8439929192642192, + "FN": 4580, + "FP": 1501, + "IoU": 0.7300932090545939, + "TN": 193983005, + "TP": 16449, + "n_pred": 17950, + "n_ref": 21029 + }, + "5": { + "Dice": 0.00902737332556785, + "FN": 27146, + "FP": 78, + "IoU": 0.0045341524060260345, + "TN": 193978187, + "TP": 124, + "n_pred": 202, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9275582059141249, + "FN": 65012, + "FP": 141199, + "IoU": 0.8649030754202882, + "TN": 192479142, + "TP": 1320182, + "n_pred": 1461381, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7821141804788213, + "FN": 83085, + "FP": 50016, + "IoU": 0.6421900706474403, + "TN": 193633547, + "TP": 238887, + "n_pred": 288903, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8249934395501406, + "FN": 21335, + "FP": 72031, + "IoU": 0.7021181560333468, + "TN": 193692102, + "TP": 220067, + "n_pred": 292098, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6769380916750708, + "FN": 46396, + "FP": 3257, + "IoU": 0.511645061667683, + "TN": 193903861, + "TP": 52021, + "n_pred": 55278, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8072277082706999, + "FN": 9737, + "FP": 40277, + "IoU": 0.6767659794480708, + "TN": 99501070, + "TP": 104716, + "n_pred": 144993, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6470370743840543, + "FN": 33185, + "FP": 8819, + "IoU": 0.4782371062307463, + "TN": 99575296, + "TP": 38500, + "n_pred": 47319, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3479288904457483, + "FN": 33512, + "FP": 11164, + "IoU": 0.21060164325470448, + "TN": 99599205, + "TP": 11919, + "n_pred": 23083, + "n_ref": 45431 + }, + "14": { + "Dice": 0.505335450282465, + "FN": 33611, + "FP": 6580, + "IoU": 0.3380928853754941, + "TN": 99595080, + "TP": 20529, + "n_pred": 27109, + "n_ref": 54140 + }, + "15": { + "Dice": 0.34917726110029396, + "FN": 28801, + "FP": 5293, + "IoU": 0.21151711378353377, + "TN": 99612560, + "TP": 9146, + "n_pred": 14439, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8323439131798707, + "FN": 9947, + "FP": 32274, + "IoU": 0.7128331043488907, + "TN": 99508774, + "TP": 104805, + "n_pred": 137079, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7962374475657811, + "FN": 32981, + "FP": 13506, + "IoU": 0.6614572333685322, + "TN": 99518485, + "TP": 90828, + "n_pred": 104334, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6655612667882607, + "FN": 8871, + "FP": 1214, + "IoU": 0.49875745526838966, + "TN": 99635680, + "TP": 10035, + "n_pred": 11249, + "n_ref": 18906 + }, + "5": { + "Dice": 0.38511821974965227, + "FN": 4197, + "FP": 4645, + "IoU": 0.23848075101197141, + "TN": 99644189, + "TP": 2769, + "n_pred": 7414, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9417183341426963, + "FN": 103313, + "FP": 51507, + "IoU": 0.8898560416614791, + "TN": 98250185, + "TP": 1250795, + "n_pred": 1302302, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5375625277582586, + "FN": 38069, + "FP": 183710, + "IoU": 0.3675798370608213, + "TN": 99305117, + "TP": 128904, + "n_pred": 312614, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5911026871732974, + "FN": 6895, + "FP": 123192, + "IoU": 0.4195498719401733, + "TN": 99431686, + "TP": 94027, + "n_pred": 217219, + "n_ref": 100922 + }, + "9": { + "Dice": 0.6704919662083817, + "FN": 44937, + "FP": 4794, + "IoU": 0.5043158440315765, + "TN": 99555472, + "TP": 50597, + "n_pred": 55391, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.631203189580865, + "FN": 239682, + "FP": 2484, + "IoU": 0.46113724460505295, + "TN": 62634118, + "TP": 207236, + "n_pred": 209720, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7565300855991943, + "FN": 22766, + "FP": 8180, + "IoU": 0.608402404302436, + "TN": 63004495, + "TP": 48079, + "n_pred": 56259, + "n_ref": 70845 + }, + "11": { + "Dice": 0.16789246766421506, + "FN": 3214, + "FP": 67, + "IoU": 0.09163898117386489, + "TN": 63079908, + "TP": 331, + "n_pred": 398, + "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": 0.46463050935367134, + "FN": 25947, + "FP": 19470, + "IoU": 0.3026180422264875, + "TN": 63018395, + "TP": 19708, + "n_pred": 39178, + "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": 0.746497475864383, + "FN": 1608, + "FP": 81499, + "IoU": 0.5955292961050465, + "TN": 62878049, + "TP": 122364, + "n_pred": 203863, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5639771801140995, + "FN": 76381, + "FP": 2799, + "IoU": 0.3927355278093076, + "TN": 62953132, + "TP": 51208, + "n_pred": 54007, + "n_ref": 127589 + }, + "4": { + "Dice": 0.14360894646290862, + "FN": 16610, + "FP": 314, + "IoU": 0.0773592105980483, + "TN": 63065177, + "TP": 1419, + "n_pred": 1733, + "n_ref": 18029 + }, + "5": { + "Dice": 0.01734171322160149, + "FN": 16805, + "FP": 81, + "IoU": 0.008746697974757852, + "TN": 63066485, + "TP": 149, + "n_pred": 230, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8288991261026022, + "FN": 177651, + "FP": 215379, + "IoU": 0.7077948147575402, + "TN": 61738472, + "TP": 952018, + "n_pred": 1167397, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7291323016093658, + "FN": 38636, + "FP": 49052, + "IoU": 0.5737279360650239, + "TN": 62877811, + "TP": 118021, + "n_pred": 167073, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7757354410248624, + "FN": 14891, + "FP": 41233, + "IoU": 0.6336338296636226, + "TN": 62930329, + "TP": 97067, + "n_pred": 138300, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8169727675744142, + "FN": 8059, + "FP": 7547, + "IoU": 0.6905781584582441, + "TN": 63033084, + "TP": 34830, + "n_pred": 42377, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8881845524562899, + "FN": 46274, + "FP": 20755, + "IoU": 0.7988596978199223, + "TN": 109275573, + "TP": 266216, + "n_pred": 286971, + "n_ref": 312490 + }, + "10": { + "Dice": 0.47244049367152074, + "FN": 54950, + "FP": 18701, + "IoU": 0.3092779637809602, + "TN": 109502189, + "TP": 32978, + "n_pred": 51679, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.17248306636562427, + "FN": 71077, + "FP": 22017, + "IoU": 0.09438110432312541, + "TN": 109506022, + "TP": 9702, + "n_pred": 31719, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3881281632950915, + "FN": 59685, + "FP": 57702, + "IoU": 0.24079343931495686, + "TN": 109454200, + "TP": 37231, + "n_pred": 94933, + "n_ref": 96916 + }, + "15": { + "Dice": 0.43093605118970074, + "FN": 69800, + "FP": 19312, + "IoU": 0.27464530780689117, + "TN": 109485965, + "TP": 33741, + "n_pred": 53053, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5661283153059713, + "FN": 118541, + "FP": 27869, + "IoU": 0.39482494936551893, + "TN": 109366888, + "TP": 95520, + "n_pred": 123389, + "n_ref": 214061 + }, + "3": { + "Dice": 0.694916610619695, + "FN": 41623, + "FP": 137554, + "IoU": 0.5324691251718893, + "TN": 109225577, + "TP": 204064, + "n_pred": 341618, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5577136031653208, + "FN": 27878, + "FP": 7669, + "IoU": 0.3866871409099536, + "TN": 109550859, + "TP": 22412, + "n_pred": 30081, + "n_ref": 50290 + }, + "5": { + "Dice": 0.3764362575232537, + "FN": 7456, + "FP": 2801, + "IoU": 0.23185800943608179, + "TN": 109595465, + "TP": 3096, + "n_pred": 5897, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8660082950164844, + "FN": 99028, + "FP": 257281, + "IoU": 0.7636813313630659, + "TN": 108101070, + "TP": 1151439, + "n_pred": 1408720, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6950250360043444, + "FN": 485412, + "FP": 139923, + "IoU": 0.5325964521773447, + "TN": 108270927, + "TP": 712556, + "n_pred": 852479, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8183553408601127, + "FN": 16318, + "FP": 16133, + "IoU": 0.6925562050572709, + "TN": 109503267, + "TP": 73100, + "n_pred": 89233, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5636993370301048, + "FN": 22976, + "FP": 26908, + "IoU": 0.3924661121192561, + "TN": 109526709, + "TP": 32225, + "n_pred": 59133, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.862357257466713, + "FN": 12824, + "FP": 1845, + "IoU": 0.7580211477870705, + "TN": 67006731, + "TP": 45952, + "n_pred": 47797, + "n_ref": 58776 + }, + "10": { + "Dice": 0.31170502649492726, + "FN": 63296, + "FP": 5157, + "IoU": 0.18462711278929878, + "TN": 66983399, + "TP": 15500, + "n_pred": 20657, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.07922811125167577, + "FN": 36113, + "FP": 12652, + "IoU": 0.041248058510115405, + "TN": 67016489, + "TP": 2098, + "n_pred": 14750, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6495482567601151, + "FN": 34964, + "FP": 8751, + "IoU": 0.4809859071319173, + "TN": 66983125, + "TP": 40512, + "n_pred": 49263, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 2223, + "IoU": 0.0, + "TN": 67033767, + "TP": 0, + "n_pred": 2223, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5458430822024645, + "FN": 58553, + "FP": 87027, + "IoU": 0.37536738678051185, + "TN": 66834287, + "TP": 87485, + "n_pred": 174512, + "n_ref": 146038 + }, + "3": { + "Dice": 0.49111769375891007, + "FN": 102839, + "FP": 16385, + "IoU": 0.325484427597522, + "TN": 66890597, + "TP": 57531, + "n_pred": 73916, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0013795217657878603, + "FN": 13030, + "FP": 0, + "IoU": 0.0006902369813636015, + "TN": 67054313, + "TP": 9, + "n_pred": 9, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0006272869837950862, + "FN": 8918, + "FP": 641, + "IoU": 0.0003137418950010458, + "TN": 67057790, + "TP": 3, + "n_pred": 644, + "n_ref": 8921 + }, + "6": { + "Dice": 0.902741939830846, + "FN": 175487, + "FP": 19381, + "IoU": 0.8227252754850384, + "TN": 65968109, + "TP": 904375, + "n_pred": 923756, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3325370056072357, + "FN": 274217, + "FP": 36467, + "IoU": 0.19942691785393105, + "TN": 66679275, + "TP": 77393, + "n_pred": 113860, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8374126543767202, + "FN": 9195, + "FP": 20518, + "IoU": 0.7203008509676934, + "TN": 66961120, + "TP": 76519, + "n_pred": 97037, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7850528847258496, + "FN": 26093, + "FP": 1972, + "IoU": 0.6461621866962529, + "TN": 66988036, + "TP": 51251, + "n_pred": 53223, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4660244540927085, + "FN": 121826, + "FP": 11984, + "IoU": 0.303801749210462, + "TN": 74327079, + "TP": 58391, + "n_pred": 70375, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6332151241196743, + "FN": 24455, + "FP": 12262, + "IoU": 0.46328806770840947, + "TN": 74450869, + "TP": 31694, + "n_pred": 43956, + "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": 0.18383533414803632, + "FN": 35218, + "FP": 32904, + "IoU": 0.10122173259097027, + "TN": 74443486, + "TP": 7672, + "n_pred": 40576, + "n_ref": 42890 + }, + "14": { + "Dice": 0.2911955156083889, + "FN": 22886, + "FP": 21118, + "IoU": 0.17040891352299078, + "TN": 74466237, + "TP": 9039, + "n_pred": 30157, + "n_ref": 31925 + }, + "15": { + "Dice": 0.352440020305913, + "FN": 22375, + "FP": 6964, + "IoU": 0.21391635184738633, + "TN": 74481957, + "TP": 7984, + "n_pred": 14948, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7502929945937772, + "FN": 11909, + "FP": 73956, + "IoU": 0.6003751210067764, + "TN": 74304416, + "TP": 128999, + "n_pred": 202955, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6186820872353854, + "FN": 83103, + "FP": 6313, + "IoU": 0.4478926114822727, + "TN": 74357326, + "TP": 72538, + "n_pred": 78851, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 247, + "IoU": 0.0, + "TN": 74505755, + "TP": 0, + "n_pred": 247, + "n_ref": 13278 + }, + "5": { + "Dice": 0.20235756385068762, + "FN": 8815, + "FP": 1741, + "IoU": 0.11256830601092896, + "TN": 74507385, + "TP": 1339, + "n_pred": 3080, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8888494959652958, + "FN": 287217, + "FP": 42595, + "IoU": 0.799936185726227, + "TN": 72870746, + "TP": 1318722, + "n_pred": 1361317, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5708372708372709, + "FN": 76582, + "FP": 59660, + "IoU": 0.3994207651718529, + "TN": 74292429, + "TP": 90609, + "n_pred": 150269, + "n_ref": 167191 + }, + "8": { + "Dice": 0.896367255536203, + "FN": 6739, + "FP": 6589, + "IoU": 0.8121970465561943, + "TN": 74448312, + "TP": 57640, + "n_pred": 64229, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7280256907740684, + "FN": 38449, + "FP": 2203, + "IoU": 0.5723588011908143, + "TN": 74424219, + "TP": 54409, + "n_pred": 56612, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924247480477875, + "FN": 19811, + "FP": 23319, + "IoU": 0.859163667948877, + "TN": 65744938, + "TP": 263112, + "n_pred": 286431, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2345458431288737, + "FN": 69815, + "FP": 19724, + "IoU": 0.13285297849056238, + "TN": 65947923, + "TP": 13718, + "n_pred": 33442, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.4944271179508155, + "FN": 28285, + "FP": 11269, + "IoU": 0.32839799643433226, + "TN": 65992285, + "TP": 19341, + "n_pred": 30610, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7154155263534858, + "FN": 11223, + "FP": 26524, + "IoU": 0.5569236909135727, + "TN": 65965987, + "TP": 47446, + "n_pred": 73970, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7233684955439086, + "FN": 8241, + "FP": 4268, + "IoU": 0.5666227827050998, + "TN": 66022316, + "TP": 16355, + "n_pred": 20623, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7253920363228944, + "FN": 57516, + "FP": 7925, + "IoU": 0.5691099200653174, + "TN": 65899306, + "TP": 86433, + "n_pred": 94358, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7765888394385484, + "FN": 15051, + "FP": 66522, + "IoU": 0.6347733815687556, + "TN": 65827831, + "TP": 141776, + "n_pred": 208298, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6796740045178722, + "FN": 14183, + "FP": 281, + "IoU": 0.5147774162165789, + "TN": 66021371, + "TP": 15345, + "n_pred": 15626, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8424206111443978, + "FN": 2246, + "FP": 647, + "IoU": 0.727743271221532, + "TN": 66040554, + "TP": 7733, + "n_pred": 8380, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8590598191907735, + "FN": 74899, + "FP": 236354, + "IoU": 0.7529402799903796, + "TN": 64791351, + "TP": 948576, + "n_pred": 1184930, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6840584208027289, + "FN": 460767, + "FP": 15659, + "IoU": 0.5198243080213386, + "TN": 65058989, + "TP": 515765, + "n_pred": 531424, + "n_ref": 976532 + }, + "8": { + "Dice": 0.5872349061390157, + "FN": 8958, + "FP": 92737, + "IoU": 0.41566351595943346, + "TN": 65877145, + "TP": 72340, + "n_pred": 165077, + "n_ref": 81298 + }, + "9": { + "Dice": 0.6122099447513812, + "FN": 36842, + "FP": 5272, + "IoU": 0.4411401727775787, + "TN": 65975823, + "TP": 33243, + "n_pred": 38515, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489375961791853, + "FN": 7809, + "FP": 7886, + "IoU": 0.9028365896540623, + "TN": 113311008, + "TP": 145837, + "n_pred": 153723, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7426293787873878, + "FN": 23274, + "FP": 16437, + "IoU": 0.5906209086316918, + "TN": 113375537, + "TP": 57292, + "n_pred": 73729, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4807398084155468, + "FN": 44983, + "FP": 23914, + "IoU": 0.3164302014088699, + "TN": 113371750, + "TP": 31893, + "n_pred": 55807, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8828005382081381, + "FN": 54298, + "FP": 1274, + "IoU": 0.7901906225341584, + "TN": 113207671, + "TP": 209297, + "n_pred": 210571, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7471119603925996, + "FN": 4680, + "FP": 6966, + "IoU": 0.5963118305660509, + "TN": 113443691, + "TP": 17203, + "n_pred": 24169, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8028166162542567, + "FN": 27955, + "FP": 20742, + "IoU": 0.6705878373807752, + "TN": 113324710, + "TP": 99133, + "n_pred": 119875, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7998442272821311, + "FN": 21714, + "FP": 27627, + "IoU": 0.6664503437506337, + "TN": 113324613, + "TP": 98586, + "n_pred": 126213, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7711576155886083, + "FN": 4339, + "FP": 11539, + "IoU": 0.6275480284300157, + "TN": 113429909, + "TP": 26753, + "n_pred": 38292, + "n_ref": 31092 + }, + "5": { + "Dice": 0.1315995851147259, + "FN": 30225, + "FP": 4102, + "IoU": 0.07043435875216637, + "TN": 113435612, + "TP": 2601, + "n_pred": 6703, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9294004502061043, + "FN": 79640, + "FP": 82006, + "IoU": 0.8681121250097908, + "TN": 112246908, + "TP": 1063986, + "n_pred": 1145992, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5456120490229857, + "FN": 107172, + "FP": 77464, + "IoU": 0.37514890621615765, + "TN": 113177052, + "TP": 110852, + "n_pred": 188316, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7508553294217334, + "FN": 26713, + "FP": 97957, + "IoU": 0.6010955713193251, + "TN": 113160009, + "TP": 187861, + "n_pred": 285818, + "n_ref": 214574 + }, + "9": { + "Dice": 0.5210181931149642, + "FN": 65988, + "FP": 8019, + "IoU": 0.3522816783069894, + "TN": 113358282, + "TP": 40251, + "n_pred": 48270, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6971901013346105, + "FN": 22370, + "FP": 68681, + "IoU": 0.5351433866512822, + "TN": 75000859, + "TP": 104818, + "n_pred": 173499, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6753640741023816, + "FN": 42619, + "FP": 12598, + "IoU": 0.509848827816392, + "TN": 75084075, + "TP": 57436, + "n_pred": 70034, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2073074095643623, + "FN": 44403, + "FP": 38626, + "IoU": 0.11564024455190337, + "TN": 75102842, + "TP": 10857, + "n_pred": 49483, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9111862498621259, + "FN": 13271, + "FP": 10080, + "IoU": 0.8368614464565168, + "TN": 75053592, + "TP": 119785, + "n_pred": 129865, + "n_ref": 133056 + }, + "15": { + "Dice": 0.04825680553168423, + "FN": 71987, + "FP": 0, + "IoU": 0.024724976968514605, + "TN": 75122916, + "TP": 1825, + "n_pred": 1825, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6332724798501976, + "FN": 4610, + "FP": 159509, + "IoU": 0.4633494756736784, + "TN": 74890907, + "TP": 141702, + "n_pred": 301211, + "n_ref": 146312 + }, + "3": { + "Dice": 0.006810456409449962, + "FN": 146952, + "FP": 17256, + "IoU": 0.0034168634043612043, + "TN": 75031957, + "TP": 563, + "n_pred": 17819, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8096047794117647, + "FN": 7346, + "FP": 940, + "IoU": 0.6801142724780913, + "TN": 75170825, + "TP": 17617, + "n_pred": 18557, + "n_ref": 24963 + }, + "5": { + "Dice": 0.26004984288655325, + "FN": 6501, + "FP": 328, + "IoU": 0.149458213974343, + "TN": 75188699, + "TP": 1200, + "n_pred": 1528, + "n_ref": 7701 + }, + "6": { + "Dice": 0.964300084822872, + "FN": 36705, + "FP": 53615, + "IoU": 0.9310612762365197, + "TN": 73886579, + "TP": 1219829, + "n_pred": 1273444, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5623308554938136, + "FN": 48441, + "FP": 112472, + "IoU": 0.39114065822631544, + "TN": 74932442, + "TP": 103373, + "n_pred": 215845, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7149768525615476, + "FN": 26438, + "FP": 20045, + "IoU": 0.5563921972820278, + "TN": 75091944, + "TP": 58301, + "n_pred": 78346, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6083645793759601, + "FN": 40402, + "FP": 7018, + "IoU": 0.4371580159285943, + "TN": 75112477, + "TP": 36831, + "n_pred": 43849, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9068204833793683, + "FN": 31832, + "FP": 5985, + "IoU": 0.8295256813653452, + "TN": 86706038, + "TP": 184017, + "n_pred": 190002, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6546838407494145, + "FN": 18509, + "FP": 34573, + "IoU": 0.48663939420315083, + "TN": 86824471, + "TP": 50319, + "n_pred": 84892, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3570574837065602, + "FN": 39528, + "FP": 17492, + "IoU": 0.2173280441436866, + "TN": 86855019, + "TP": 15833, + "n_pred": 33325, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7378512396694215, + "FN": 20782, + "FP": 23626, + "IoU": 0.5845992666317443, + "TN": 86820968, + "TP": 62496, + "n_pred": 86122, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7979863080404457, + "FN": 51219, + "FP": 5201, + "IoU": 0.6638745576512922, + "TN": 86760018, + "TP": 111434, + "n_pred": 116635, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7241003121890974, + "FN": 18685, + "FP": 61737, + "IoU": 0.5675213491363549, + "TN": 86741916, + "TP": 105534, + "n_pred": 167271, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6234933415918241, + "FN": 69688, + "FP": 51886, + "IoU": 0.4529533786003231, + "TN": 86705635, + "TP": 100663, + "n_pred": 152549, + "n_ref": 170351 + }, + "4": { + "Dice": 0.3590704840159199, + "FN": 9530, + "FP": 15431, + "IoU": 0.21882139392232342, + "TN": 86895919, + "TP": 6992, + "n_pred": 22423, + "n_ref": 16522 + }, + "5": { + "Dice": 0.5298618248258536, + "FN": 3153, + "FP": 964, + "IoU": 0.36041634301693337, + "TN": 86921435, + "TP": 2320, + "n_pred": 3284, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8717867785913289, + "FN": 41895, + "FP": 291195, + "IoU": 0.7727145561216064, + "TN": 85462358, + "TP": 1132424, + "n_pred": 1423619, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.669643898516295, + "FN": 477772, + "FP": 60388, + "IoU": 0.5033568814917012, + "TN": 85844277, + "TP": 545435, + "n_pred": 605823, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7893600512768613, + "FN": 7590, + "FP": 17386, + "IoU": 0.6520188369047287, + "TN": 86856098, + "TP": 46798, + "n_pred": 64184, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6862861012285435, + "FN": 18835, + "FP": 10352, + "IoU": 0.5224014923419296, + "TN": 86866760, + "TP": 31925, + "n_pred": 42277, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46480449461991574, + "FN": 26994, + "FP": 114562, + "IoU": 0.3027656692525551, + "TN": 37546575, + "TP": 61469, + "n_pred": 176031, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7107343486241917, + "FN": 20719, + "FP": 10640, + "IoU": 0.551270677122088, + "TN": 37679716, + "TP": 38525, + "n_pred": 49165, + "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": 0.4136915463776305, + "FN": 32805, + "FP": 1436, + "IoU": 0.26078884307333605, + "TN": 37703279, + "TP": 12080, + "n_pred": 13516, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3262260218440523, + "FN": 23422, + "FP": 294032, + "IoU": 0.19490446506013095, + "TN": 37355294, + "TP": 76852, + "n_pred": 370884, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2992, + "IoU": 0.0, + "TN": 37746608, + "TP": 0, + "n_pred": 2992, + "n_ref": 0 + }, + "2": { + "Dice": 0.546818353749018, + "FN": 53248, + "FP": 24629, + "IoU": 0.3762904349636796, + "TN": 37624739, + "TP": 46984, + "n_pred": 71613, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6817012556679456, + "FN": 26157, + "FP": 32247, + "IoU": 0.5171068079969573, + "TN": 37628654, + "TP": 62542, + "n_pred": 94789, + "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": 0.21823754789272032, + "FN": 8625, + "FP": 1577, + "IoU": 0.12248408739033201, + "TN": 37737974, + "TP": 1424, + "n_pred": 3001, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7362202255271288, + "FN": 302311, + "FP": 13134, + "IoU": 0.5825542079388081, + "TN": 36993945, + "TP": 440210, + "n_pred": 453344, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6431677509325603, + "FN": 111229, + "FP": 148486, + "IoU": 0.4740215685281758, + "TN": 37255825, + "TP": 234060, + "n_pred": 382546, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8198685414759963, + "FN": 14035, + "FP": 14110, + "IoU": 0.6947264523406655, + "TN": 37657404, + "TP": 64051, + "n_pred": 78161, + "n_ref": 78086 + }, + "9": { + "Dice": 0.6839897459799581, + "FN": 25421, + "FP": 1699, + "IoU": 0.5197449973437224, + "TN": 37693130, + "TP": 29350, + "n_pred": 31049, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8308212416516383, + "FN": 47378, + "FP": 13974, + "IoU": 0.7106024085019269, + "TN": 75694689, + "TP": 150647, + "n_pred": 164621, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7581407588619994, + "FN": 36325, + "FP": 13305, + "IoU": 0.6104884786839957, + "TN": 75779272, + "TP": 77786, + "n_pred": 91091, + "n_ref": 114111 + }, + "11": { + "Dice": 0.13327601031814273, + "FN": 4032, + "FP": 0, + "IoU": 0.0713956701980654, + "TN": 75902346, + "TP": 310, + "n_pred": 310, + "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": 0.5463326807939071, + "FN": 22384, + "FP": 9365, + "IoU": 0.37583061376951205, + "TN": 75855822, + "TP": 19117, + "n_pred": 28482, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8856040189221538, + "FN": 14911, + "FP": 13189, + "IoU": 0.7946941966405834, + "TN": 75769819, + "TP": 108769, + "n_pred": 121958, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7896082739809062, + "FN": 62214, + "FP": 4428, + "IoU": 0.6523576268799198, + "TN": 75714991, + "TP": 125055, + "n_pred": 129483, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5996400310979052, + "FN": 51952, + "FP": 136011, + "IoU": 0.4282042077852545, + "TN": 75577964, + "TP": 140761, + "n_pred": 276772, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5235620384860188, + "FN": 141833, + "FP": 57279, + "IoU": 0.35461160721520835, + "TN": 75598173, + "TP": 109403, + "n_pred": 166682, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8423999317231373, + "FN": 5501, + "FP": 3732, + "IoU": 0.7277124067356749, + "TN": 75872779, + "TP": 24676, + "n_pred": 28408, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7498357175352576, + "FN": 2212, + "FP": 2737, + "IoU": 0.5997897460779557, + "TN": 75894322, + "TP": 7417, + "n_pred": 10154, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9382563575768541, + "FN": 99424, + "FP": 112148, + "IoU": 0.8836938787177807, + "TN": 74087592, + "TP": 1607524, + "n_pred": 1719672, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6273671953754899, + "FN": 99165, + "FP": 108210, + "IoU": 0.4570539136627359, + "TN": 75524744, + "TP": 174569, + "n_pred": 282779, + "n_ref": 273734 + }, + "8": { + "Dice": 0.71300438037407, + "FN": 14837, + "FP": 47078, + "IoU": 0.554006843147848, + "TN": 75767863, + "TP": 76910, + "n_pred": 123988, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8104759062682071, + "FN": 20712, + "FP": 5962, + "IoU": 0.6813446743441487, + "TN": 75822980, + "TP": 57034, + "n_pred": 62996, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8071850192101196, + "FN": 30024, + "FP": 1041, + "IoU": 0.6767059705065096, + "TN": 61291661, + "TP": 65024, + "n_pred": 66065, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7765573854337152, + "FN": 17320, + "FP": 17630, + "IoU": 0.6347313524868576, + "TN": 61292067, + "TP": 60733, + "n_pred": 78363, + "n_ref": 78053 + }, + "11": { + "Dice": 0.16448598130841122, + "FN": 3034, + "FP": 95, + "IoU": 0.08961303462321792, + "TN": 61384313, + "TP": 308, + "n_pred": 403, + "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": 0.29487859500235736, + "FN": 29448, + "FP": 18410, + "IoU": 0.17293700855439384, + "TN": 61329885, + "TP": 10007, + "n_pred": 28417, + "n_ref": 39455 + }, + "14": { + "Dice": 0.836568792296041, + "FN": 6258, + "FP": 17264, + "IoU": 0.719053079164875, + "TN": 61304026, + "TP": 60202, + "n_pred": 77466, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8887691767185854, + "FN": 4785, + "FP": 4713, + "IoU": 0.7998060871764606, + "TN": 61340306, + "TP": 37946, + "n_pred": 42659, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7924990766544673, + "FN": 15149, + "FP": 46651, + "IoU": 0.6563134332508411, + "TN": 61207935, + "TP": 118015, + "n_pred": 164666, + "n_ref": 133164 + }, + "3": { + "Dice": 0.7142567265938883, + "FN": 54420, + "FP": 8949, + "IoU": 0.5555204848178776, + "TN": 61245181, + "TP": 79200, + "n_pred": 88149, + "n_ref": 133620 + }, + "4": { + "Dice": 0.671421686746988, + "FN": 8527, + "FP": 1700, + "IoU": 0.5053685432385374, + "TN": 61367074, + "TP": 10449, + "n_pred": 12149, + "n_ref": 18976 + }, + "5": { + "Dice": 0.001738374619730552, + "FN": 27667, + "FP": 4491, + "IoU": 0.0008699434536755111, + "TN": 61355564, + "TP": 28, + "n_pred": 4519, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9206352506798513, + "FN": 64880, + "FP": 95431, + "IoU": 0.8529417430574093, + "TN": 60297631, + "TP": 929808, + "n_pred": 1025239, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5532503457814661, + "FN": 82135, + "FP": 76135, + "IoU": 0.3824091778202677, + "TN": 61131480, + "TP": 98000, + "n_pred": 174135, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7169036154777763, + "FN": 38835, + "FP": 125026, + "IoU": 0.558729355117561, + "TN": 61016411, + "TP": 207478, + "n_pred": 332504, + "n_ref": 246313 + }, + "9": { + "Dice": 0.5906193039355794, + "FN": 45208, + "FP": 2631, + "IoU": 0.41906300092291254, + "TN": 61305402, + "TP": 34509, + "n_pred": 37140, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735045469581203, + "FN": 5991, + "FP": 3781, + "IoU": 0.9483768720779735, + "TN": 39559505, + "TP": 179523, + "n_pred": 183304, + "n_ref": 185514 + }, + "10": { + "Dice": 0.49872347215573637, + "FN": 26828, + "FP": 23436, + "IoU": 0.33219960673858745, + "TN": 39673532, + "TP": 25004, + "n_pred": 48440, + "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": 0.4579699742807584, + "FN": 24669, + "FP": 20642, + "IoU": 0.2969916062867516, + "TN": 39684347, + "TP": 19142, + "n_pred": 39784, + "n_ref": 43811 + }, + "14": { + "Dice": 0.17620993550292946, + "FN": 26175, + "FP": 40753, + "IoU": 0.09661744459142078, + "TN": 39674714, + "TP": 7158, + "n_pred": 47911, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 1339, + "IoU": 0.0, + "TN": 39695745, + "TP": 0, + "n_pred": 1339, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6233446775916129, + "FN": 17750, + "FP": 103217, + "IoU": 0.452796475228893, + "TN": 39527736, + "TP": 100097, + "n_pred": 203314, + "n_ref": 117847 + }, + "3": { + "Dice": 0.4192555850686546, + "FN": 91421, + "FP": 27300, + "IoU": 0.2652266749187684, + "TN": 39587225, + "TP": 42854, + "n_pred": 70154, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6295228032098695, + "FN": 12751, + "FP": 222, + "IoU": 0.45934569702021255, + "TN": 39724805, + "TP": 11022, + "n_pred": 11244, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6483047154188094, + "FN": 2805, + "FP": 1230, + "IoU": 0.47962342017023474, + "TN": 39741046, + "TP": 3719, + "n_pred": 4949, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9612717552772521, + "FN": 45001, + "FP": 26146, + "IoU": 0.9254314207406864, + "TN": 38794685, + "TP": 882968, + "n_pred": 909114, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7876771162146164, + "FN": 248360, + "FP": 12419, + "IoU": 0.6497255201148692, + "TN": 39004301, + "TP": 483720, + "n_pred": 496139, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7622513497587157, + "FN": 1673, + "FP": 28183, + "IoU": 0.6158369468713409, + "TN": 39671083, + "TP": 47861, + "n_pred": 76044, + "n_ref": 49534 + }, + "9": { + "Dice": 0.6403740233124119, + "FN": 16632, + "FP": 11444, + "IoU": 0.47099278352457935, + "TN": 39695727, + "TP": 24997, + "n_pred": 36441, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7684548980810646, + "FN": 33263, + "FP": 5120, + "IoU": 0.6239762529879698, + "TN": 101294532, + "TP": 63693, + "n_pred": 68813, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6632333767926988, + "FN": 36608, + "FP": 9886, + "IoU": 0.49614746903345364, + "TN": 101304331, + "TP": 45783, + "n_pred": 55669, + "n_ref": 82391 + }, + "11": { + "Dice": 0.10032640439786979, + "FN": 5237, + "FP": 0, + "IoU": 0.052812443479833604, + "TN": 101391079, + "TP": 292, + "n_pred": 292, + "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": 0.6948584244463134, + "FN": 18963, + "FP": 8248, + "IoU": 0.5324008042204389, + "TN": 101338415, + "TP": 30982, + "n_pred": 39230, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9069360900517038, + "FN": 28480, + "FP": 1705, + "IoU": 0.8297191790867962, + "TN": 101219342, + "TP": 147081, + "n_pred": 148786, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5436023673597653, + "FN": 16495, + "FP": 933, + "IoU": 0.3732513395907505, + "TN": 101368801, + "TP": 10379, + "n_pred": 11312, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6566259495867129, + "FN": 50227, + "FP": 87318, + "IoU": 0.4887886209985245, + "TN": 101127551, + "TP": 131512, + "n_pred": 218830, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4903595448528527, + "FN": 93829, + "FP": 58633, + "IoU": 0.3248187627596774, + "TN": 101170799, + "TP": 73347, + "n_pred": 131980, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5673581604598851, + "FN": 3336, + "FP": 7050, + "IoU": 0.39602233077459875, + "TN": 101379412, + "TP": 6810, + "n_pred": 13860, + "n_ref": 10146 + }, + "5": { + "Dice": 0.584229791723278, + "FN": 20241, + "FP": 5770, + "IoU": 0.41265862800885156, + "TN": 101352322, + "TP": 18275, + "n_pred": 24045, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9496368420380801, + "FN": 119441, + "FP": 62051, + "IoU": 0.9041033425817363, + "TN": 99504029, + "TP": 1711087, + "n_pred": 1773138, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5991990930142563, + "FN": 218693, + "FP": 105488, + "IoU": 0.42775464380846134, + "TN": 100830101, + "TP": 242326, + "n_pred": 347814, + "n_ref": 461019 + }, + "8": { + "Dice": 0.856252544778939, + "FN": 22290, + "FP": 56086, + "IoU": 0.7486377704013727, + "TN": 101084803, + "TP": 233429, + "n_pred": 289515, + "n_ref": 255719 + }, + "9": { + "Dice": 0.831993775995691, + "FN": 17108, + "FP": 10965, + "IoU": 0.7123196425643548, + "TN": 101299024, + "TP": 69511, + "n_pred": 80476, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6380669200480222, + "FN": 114420, + "FP": 1948, + "IoU": 0.4685009340330588, + "TN": 73664561, + "TP": 102575, + "n_pred": 104523, + "n_ref": 216995 + }, + "10": { + "Dice": 0.16174845495845783, + "FN": 63985, + "FP": 58901, + "IoU": 0.08799038161820368, + "TN": 73748762, + "TP": 11856, + "n_pred": 70757, + "n_ref": 75841 + }, + "11": { + "Dice": 0.28916943521594685, + "FN": 5171, + "FP": 178, + "IoU": 0.16902283672518253, + "TN": 73877067, + "TP": 1088, + "n_pred": 1266, + "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": 0.007003587435411889, + "FN": 60871, + "FP": 43482, + "IoU": 0.0035140993687989993, + "TN": 73778783, + "TP": 368, + "n_pred": 43850, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7445606645606646, + "FN": 21595, + "FP": 32986, + "IoU": 0.5930678158177264, + "TN": 73749376, + "TP": 79547, + "n_pred": 112533, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7536928571037937, + "FN": 84360, + "FP": 5716, + "IoU": 0.6047408629564134, + "TN": 73655613, + "TP": 137815, + "n_pred": 143531, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1520527204022577, + "FN": 173526, + "FP": 21925, + "IoU": 0.0822819579762883, + "TN": 73670529, + "TP": 17524, + "n_pred": 39449, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6035679468417856, + "FN": 47920, + "FP": 135477, + "IoU": 0.4322214929661185, + "TN": 73560496, + "TP": 139611, + "n_pred": 275088, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 10460, + "IoU": 0.0, + "TN": 73825156, + "TP": 0, + "n_pred": 10460, + "n_ref": 47888 + }, + "5": { + "Dice": 0.1434829665515642, + "FN": 13736, + "FP": 2883, + "IoU": 0.077286102937094, + "TN": 73865493, + "TP": 1392, + "n_pred": 4275, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7940200151455659, + "FN": 327246, + "FP": 385667, + "IoU": 0.6584023160561879, + "TN": 71796508, + "TP": 1374083, + "n_pred": 1759750, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5164485489389191, + "FN": 86255, + "FP": 75433, + "IoU": 0.3481163720810218, + "TN": 73635472, + "TP": 86344, + "n_pred": 161777, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6396025770395094, + "FN": 30007, + "FP": 25709, + "IoU": 0.47015862147666326, + "TN": 73778348, + "TP": 49440, + "n_pred": 75149, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7243536186067517, + "FN": 26025, + "FP": 22803, + "IoU": 0.5678326134673937, + "TN": 73770520, + "TP": 64156, + "n_pred": 86959, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8948763110709129, + "FN": 18154, + "FP": 21596, + "IoU": 0.8097521752864486, + "TN": 69286838, + "TP": 169188, + "n_pred": 190784, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5562275149782806, + "FN": 27970, + "FP": 35063, + "IoU": 0.3852598111882656, + "TN": 69393240, + "TP": 39503, + "n_pred": 74566, + "n_ref": 67473 + }, + "11": { + "Dice": 0.1812926957435628, + "FN": 3116, + "FP": 0, + "IoU": 0.09968217278243283, + "TN": 69492315, + "TP": 345, + "n_pred": 345, + "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": 0.5497020262216925, + "FN": 35157, + "FP": 34736, + "IoU": 0.3790269559500329, + "TN": 69383222, + "TP": 42661, + "n_pred": 77397, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8422875387360316, + "FN": 38916, + "FP": 3071, + "IoU": 0.7275446770404786, + "TN": 69341670, + "TP": 112119, + "n_pred": 115190, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7570685604160616, + "FN": 36642, + "FP": 166, + "IoU": 0.6090992119963468, + "TN": 69401614, + "TP": 57354, + "n_pred": 57520, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6186340726474395, + "FN": 10103, + "FP": 162565, + "IoU": 0.4478422845082583, + "TN": 69183061, + "TP": 140047, + "n_pred": 302612, + "n_ref": 150150 + }, + "3": { + "Dice": 0.10324403230379853, + "FN": 162738, + "FP": 8042, + "IoU": 0.05443190060406066, + "TN": 69315165, + "TP": 9831, + "n_pred": 17873, + "n_ref": 172569 + }, + "4": { + "Dice": 0.019520383693045564, + "FN": 36712, + "FP": 4174, + "IoU": 0.009856392124573172, + "TN": 69454483, + "TP": 407, + "n_pred": 4581, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7876386251685517, + "FN": 4782, + "FP": 2935, + "IoU": 0.649673143272199, + "TN": 69473748, + "TP": 14311, + "n_pred": 17246, + "n_ref": 19093 + }, + "6": { + "Dice": 0.915946632395865, + "FN": 171067, + "FP": 63600, + "IoU": 0.8449276205102314, + "TN": 67982502, + "TP": 1278607, + "n_pred": 1342207, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7358531861934886, + "FN": 69240, + "FP": 105757, + "IoU": 0.5820947204523962, + "TN": 69077028, + "TP": 243751, + "n_pred": 349508, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5229411216694615, + "FN": 21326, + "FP": 101572, + "IoU": 0.3540421640202463, + "TN": 69305519, + "TP": 67359, + "n_pred": 168931, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5775738010968068, + "FN": 43244, + "FP": 11061, + "IoU": 0.4060483429946407, + "TN": 69404346, + "TP": 37125, + "n_pred": 48186, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8584386248852445, + "FN": 30825, + "FP": 25766, + "IoU": 0.7519863965255044, + "TN": 50605375, + "TP": 171586, + "n_pred": 197352, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6968392630241423, + "FN": 31967, + "FP": 6207, + "IoU": 0.5347300937267664, + "TN": 50751505, + "TP": 43873, + "n_pred": 50080, + "n_ref": 75840 + }, + "11": { + "Dice": 0.43281503829194706, + "FN": 4864, + "FP": 24, + "IoU": 0.2761735524951873, + "TN": 50826799, + "TP": 1865, + "n_pred": 1889, + "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": 0.5349876012021086, + "FN": 15686, + "FP": 40946, + "IoU": 0.3651761593561188, + "TN": 50744343, + "TP": 32577, + "n_pred": 73523, + "n_ref": 48263 + }, + "14": { + "Dice": 0.07985450381422293, + "FN": 48366, + "FP": 6275, + "IoU": 0.041587735915245914, + "TN": 50776540, + "TP": 2371, + "n_pred": 8646, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 6186, + "IoU": 0.0, + "TN": 50792610, + "TP": 0, + "n_pred": 6186, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7101628285602578, + "FN": 29523, + "FP": 119482, + "IoU": 0.55058331724737, + "TN": 50502000, + "TP": 182547, + "n_pred": 302029, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5424778457206891, + "FN": 116239, + "FP": 30336, + "IoU": 0.37219183538854933, + "TN": 50600081, + "TP": 86896, + "n_pred": 117232, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7139660573513719, + "FN": 7595, + "FP": 714, + "IoU": 0.555168906258365, + "TN": 50814873, + "TP": 10370, + "n_pred": 11084, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7346673476020242, + "FN": 4932, + "FP": 783, + "IoU": 0.5806120202539077, + "TN": 50819925, + "TP": 7912, + "n_pred": 8695, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9583007362920277, + "FN": 115820, + "FP": 65245, + "IoU": 0.9199399190135894, + "TN": 48571938, + "TP": 2080549, + "n_pred": 2145794, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.511653412867044, + "FN": 72080, + "FP": 226248, + "IoU": 0.3437730279293726, + "TN": 50378941, + "TP": 156283, + "n_pred": 382531, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8393849549577167, + "FN": 7091, + "FP": 29584, + "IoU": 0.723224258157998, + "TN": 50701044, + "TP": 95833, + "n_pred": 125417, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7405292292467709, + "FN": 43280, + "FP": 7062, + "IoU": 0.5879685709608774, + "TN": 50711372, + "TP": 71838, + "n_pred": 78900, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8379906339734945, + "FN": 43568, + "FP": 21540, + "IoU": 0.72115652289362, + "TN": 76651367, + "TP": 168385, + "n_pred": 189925, + "n_ref": 211953 + }, + "10": { + "Dice": 0.42690396229509364, + "FN": 35023, + "FP": 45352, + "IoU": 0.27137819437771393, + "TN": 76774549, + "TP": 29936, + "n_pred": 75288, + "n_ref": 64959 + }, + "11": { + "Dice": 0.03664743807261622, + "FN": 2820, + "FP": 19, + "IoU": 0.018665744901486345, + "TN": 76881967, + "TP": 54, + "n_pred": 73, + "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": 0.3341700184473947, + "FN": 31733, + "FP": 12301, + "IoU": 0.20060271585215309, + "TN": 76829776, + "TP": 11050, + "n_pred": 23351, + "n_ref": 42783 + }, + "14": { + "Dice": 0.716572342795625, + "FN": 33585, + "FP": 4326, + "IoU": 0.5583270227762568, + "TN": 76799025, + "TP": 47924, + "n_pred": 52250, + "n_ref": 81509 + }, + "15": { + "Dice": 0.68862324588998, + "FN": 14841, + "FP": 7925, + "IoU": 0.5251147267417605, + "TN": 76836920, + "TP": 25174, + "n_pred": 33099, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6758648401826484, + "FN": 11388, + "FP": 77344, + "IoU": 0.5104198277431707, + "TN": 76703619, + "TP": 92509, + "n_pred": 169853, + "n_ref": 103897 + }, + "3": { + "Dice": 0.29211552112781297, + "FN": 73954, + "FP": 39728, + "IoU": 0.1710393909784305, + "TN": 76747722, + "TP": 23456, + "n_pred": 63184, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6083382943175926, + "FN": 9043, + "FP": 11352, + "IoU": 0.43713087155710106, + "TN": 76848626, + "TP": 15839, + "n_pred": 27191, + "n_ref": 24882 + }, + "5": { + "Dice": 0.743524205546866, + "FN": 6010, + "FP": 713, + "IoU": 0.5917537041535098, + "TN": 76868392, + "TP": 9745, + "n_pred": 10458, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9339621772007232, + "FN": 67043, + "FP": 83422, + "IoU": 0.8761060416676959, + "TN": 75670394, + "TP": 1064001, + "n_pred": 1147423, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5634459409574636, + "FN": 54312, + "FP": 111252, + "IoU": 0.3922204927902264, + "TN": 76612452, + "TP": 106844, + "n_pred": 218096, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6161923590517316, + "FN": 6243, + "FP": 82283, + "IoU": 0.44528758247748906, + "TN": 76725271, + "TP": 71063, + "n_pred": 153346, + "n_ref": 77306 + }, + "9": { + "Dice": 0.6568030090632764, + "FN": 44445, + "FP": 5009, + "IoU": 0.4889848722823841, + "TN": 76788084, + "TP": 47322, + "n_pred": 52331, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5712249408886685, + "FN": 65263, + "FP": 23776, + "IoU": 0.3998004705121032, + "TN": 130851583, + "TP": 59310, + "n_pred": 83086, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5508930968587628, + "FN": 22681, + "FP": 34193, + "IoU": 0.3801604254762631, + "TN": 130908176, + "TP": 34882, + "n_pred": 69075, + "n_ref": 57563 + }, + "11": { + "Dice": 0.3556208670095518, + "FN": 4358, + "FP": 27, + "IoU": 0.2162645218945487, + "TN": 130994337, + "TP": 1210, + "n_pred": 1237, + "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": 0.3621253292086451, + "FN": 56761, + "FP": 19532, + "IoU": 0.22109465129812453, + "TN": 130901983, + "TP": 21656, + "n_pred": 41188, + "n_ref": 78417 + }, + "14": { + "Dice": 0.311526768848037, + "FN": 771563, + "FP": 0, + "IoU": 0.18450204782666138, + "TN": 130053807, + "TP": 174562, + "n_pred": 174562, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5908098905368039, + "FN": 115442, + "FP": 27804, + "IoU": 0.4192549227881407, + "TN": 130753273, + "TP": 103413, + "n_pred": 131217, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7002210497939693, + "FN": 55758, + "FP": 138851, + "IoU": 0.5387231803399922, + "TN": 130578040, + "TP": 227283, + "n_pred": 366134, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2213, + "IoU": 0.0, + "TN": 130995439, + "TP": 0, + "n_pred": 2213, + "n_ref": 2280 + }, + "5": { + "Dice": 0.27554078942616733, + "FN": 19904, + "FP": 157, + "IoU": 0.15978388339755403, + "TN": 130976056, + "TP": 3815, + "n_pred": 3972, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8635652008130633, + "FN": 93748, + "FP": 342071, + "IoU": 0.7598897899209897, + "TN": 129184853, + "TP": 1379260, + "n_pred": 1721331, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.31326848342948177, + "FN": 139175, + "FP": 145331, + "IoU": 0.1857251615636037, + "TN": 130650534, + "TP": 64892, + "n_pred": 210223, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8206047052194125, + "FN": 32822, + "FP": 7928, + "IoU": 0.6957842793260222, + "TN": 130865981, + "TP": 93201, + "n_pred": 101129, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6747480895381078, + "FN": 17309, + "FP": 21167, + "IoU": 0.5091470415635445, + "TN": 130921546, + "TP": 39910, + "n_pred": 61077, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7589828753828236, + "FN": 22226, + "FP": 124, + "IoU": 0.6115813072417928, + "TN": 74369157, + "TP": 35191, + "n_pred": 35315, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5867049032506024, + "FN": 39085, + "FP": 16833, + "IoU": 0.41513262488494684, + "TN": 74331090, + "TP": 39690, + "n_pred": 56523, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.29773345146950797, + "FN": 83669, + "FP": 9066, + "IoU": 0.17490413104018934, + "TN": 74314305, + "TP": 19658, + "n_pred": 28724, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8970033819785022, + "FN": 20642, + "FP": 13863, + "IoU": 0.8132421870771496, + "TN": 74241940, + "TP": 150253, + "n_pred": 164116, + "n_ref": 170895 + }, + "15": { + "Dice": 0.25742651657285803, + "FN": 18925, + "FP": 73, + "IoU": 0.14772778251312188, + "TN": 74404407, + "TP": 3293, + "n_pred": 3366, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6199424281473788, + "FN": 22055, + "FP": 96507, + "IoU": 0.4492149029081111, + "TN": 74211438, + "TP": 96698, + "n_pred": 193205, + "n_ref": 118753 + }, + "3": { + "Dice": 0.25337055429409466, + "FN": 108820, + "FP": 23037, + "IoU": 0.14506256889061792, + "TN": 74272468, + "TP": 22373, + "n_pred": 45410, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5610808516658414, + "FN": 18562, + "FP": 53, + "IoU": 0.389932160062924, + "TN": 74396185, + "TP": 11898, + "n_pred": 11951, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9564280332162526, + "FN": 28881, + "FP": 49358, + "IoU": 0.9164945625781139, + "TN": 73489765, + "TP": 858694, + "n_pred": 908052, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5688314516462103, + "FN": 74762, + "FP": 40075, + "IoU": 0.39745944130795224, + "TN": 74236110, + "TP": 75751, + "n_pred": 115826, + "n_ref": 150513 + }, + "8": { + "Dice": 0.40220424351976974, + "FN": 8855, + "FP": 93334, + "IoU": 0.2517244409296604, + "TN": 74290132, + "TP": 34377, + "n_pred": 127711, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8027249773712544, + "FN": 8497, + "FP": 3926, + "IoU": 0.6704599713512653, + "TN": 74389000, + "TP": 25275, + "n_pred": 29201, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.788860238462751, + "FN": 7779, + "FP": 63214, + "IoU": 0.6513370822385384, + "TN": 106443073, + "TP": 132622, + "n_pred": 195836, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8060651763526953, + "FN": 19709, + "FP": 18610, + "IoU": 0.6751333158122304, + "TN": 106528735, + "TP": 79634, + "n_pred": 98244, + "n_ref": 99343 + }, + "11": { + "Dice": 0.04333193100546908, + "FN": 4548, + "FP": 0, + "IoU": 0.022145775102128576, + "TN": 106642037, + "TP": 103, + "n_pred": 103, + "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": 0.6116746186016375, + "FN": 14982, + "FP": 17981, + "IoU": 0.44058448170524744, + "TN": 106587764, + "TP": 25961, + "n_pred": 43942, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8857931097380242, + "FN": 11980, + "FP": 3047, + "IoU": 0.7949987722026685, + "TN": 106573386, + "TP": 58275, + "n_pred": 61322, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6072691699902175, + "FN": 14456, + "FP": 1201, + "IoU": 0.43602766371298896, + "TN": 106618926, + "TP": 12105, + "n_pred": 13306, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7922633122103471, + "FN": 19141, + "FP": 68715, + "IoU": 0.6559901013360064, + "TN": 106391300, + "TP": 167532, + "n_pred": 236247, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6466632615548782, + "FN": 51106, + "FP": 57503, + "IoU": 0.4778287939613933, + "TN": 106438693, + "TP": 99386, + "n_pred": 156889, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8125609095831078, + "FN": 2579, + "FP": 883, + "IoU": 0.6842969177457596, + "TN": 106635722, + "TP": 7504, + "n_pred": 8387, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7131856415116692, + "FN": 1432, + "FP": 989, + "IoU": 0.5542257411158166, + "TN": 106641257, + "TP": 3010, + "n_pred": 3999, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9599455633718367, + "FN": 43849, + "FP": 58692, + "IoU": 0.9229762688998874, + "TN": 105315397, + "TP": 1228750, + "n_pred": 1287442, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7132094871192745, + "FN": 112093, + "FP": 68655, + "IoU": 0.5542545425848837, + "TN": 106241192, + "TP": 224748, + "n_pred": 293403, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7356310300596732, + "FN": 5078, + "FP": 42326, + "IoU": 0.5818167382693614, + "TN": 106533331, + "TP": 65953, + "n_pred": 108279, + "n_ref": 71031 + }, + "9": { + "Dice": 0.5771349756123872, + "FN": 47634, + "FP": 7245, + "IoU": 0.40561470393917404, + "TN": 106554359, + "TP": 37450, + "n_pred": 44695, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8865198005885555, + "FN": 30176, + "FP": 1715, + "IoU": 0.7961702426833867, + "TN": 107970469, + "TP": 124568, + "n_pred": 126283, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7824549141701348, + "FN": 7253, + "FP": 33833, + "IoU": 0.6426496425278758, + "TN": 108011954, + "TP": 73888, + "n_pred": 107721, + "n_ref": 81141 + }, + "11": { + "Dice": 0.22267089702913181, + "FN": 2651, + "FP": 44, + "IoU": 0.12528399870172022, + "TN": 108123847, + "TP": 386, + "n_pred": 430, + "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": 0.5521269412559082, + "FN": 36537, + "FP": 29793, + "IoU": 0.3813365667117474, + "TN": 108019713, + "TP": 40885, + "n_pred": 70678, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7152683600288335, + "FN": 10621, + "FP": 12684, + "IoU": 0.5567453449226848, + "TN": 108074351, + "TP": 29272, + "n_pred": 41956, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6263574491689957, + "FN": 12552, + "FP": 4961, + "IoU": 0.4559828528827038, + "TN": 108094736, + "TP": 14679, + "n_pred": 19640, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6776838538067607, + "FN": 11420, + "FP": 158829, + "IoU": 0.5124976018463635, + "TN": 107777701, + "TP": 178978, + "n_pred": 337807, + "n_ref": 190398 + }, + "3": { + "Dice": 0.44237040718079323, + "FN": 129021, + "FP": 50519, + "IoU": 0.28400231301469564, + "TN": 107876173, + "TP": 71215, + "n_pred": 121734, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6771165940977262, + "FN": 15814, + "FP": 871, + "IoU": 0.5118490345231129, + "TN": 108092748, + "TP": 17495, + "n_pred": 18366, + "n_ref": 33309 + }, + "5": { + "Dice": 0.09218776478562955, + "FN": 3605, + "FP": 1752, + "IoU": 0.04832119381772961, + "TN": 108121299, + "TP": 272, + "n_pred": 2024, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9399411146473443, + "FN": 83331, + "FP": 95075, + "IoU": 0.8866876431441343, + "TN": 106552466, + "TP": 1396056, + "n_pred": 1491131, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7502618546319056, + "FN": 79817, + "FP": 37730, + "IoU": 0.6003352441570275, + "TN": 107832814, + "TP": 176567, + "n_pred": 214297, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7091259994485801, + "FN": 3305, + "FP": 29400, + "IoU": 0.5493378897906878, + "TN": 108054357, + "TP": 39866, + "n_pred": 69266, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7521651071785331, + "FN": 20701, + "FP": 6342, + "IoU": 0.6027761457109283, + "TN": 108058848, + "TP": 41037, + "n_pred": 47379, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7328853586906069, + "FN": 40021, + "FP": 21554, + "IoU": 0.5783891486987066, + "TN": 62424113, + "TP": 84472, + "n_pred": 106026, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6981152110432705, + "FN": 19699, + "FP": 14417, + "IoU": 0.5362342481954243, + "TN": 62496597, + "TP": 39447, + "n_pred": 53864, + "n_ref": 59146 + }, + "11": { + "Dice": 0.12714156898106402, + "FN": 1911, + "FP": 25, + "IoU": 0.06788637457871931, + "TN": 62568083, + "TP": 141, + "n_pred": 166, + "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": 0.5631163583559569, + "FN": 19411, + "FP": 15188, + "IoU": 0.39190115471817494, + "TN": 62513263, + "TP": 22298, + "n_pred": 37486, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8893546738098531, + "FN": 68243, + "FP": 2968, + "IoU": 0.8007548880258755, + "TN": 62212756, + "TP": 286193, + "n_pred": 289161, + "n_ref": 354436 + }, + "15": { + "Dice": 0.374506784717544, + "FN": 67990, + "FP": 10004, + "IoU": 0.2303957846126521, + "TN": 62468817, + "TP": 23349, + "n_pred": 33353, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6888706829064031, + "FN": 72418, + "FP": 13029, + "IoU": 0.5254025471975827, + "TN": 62390119, + "TP": 94594, + "n_pred": 107623, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7367145792376887, + "FN": 34156, + "FP": 84502, + "IoU": 0.5831734991393543, + "TN": 62285490, + "TP": 166012, + "n_pred": 250514, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8715697971706153, + "FN": 3026, + "FP": 3002, + "IoU": 0.7723736877879315, + "TN": 62543678, + "TP": 20454, + "n_pred": 23456, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0019552731272149577, + "FN": 8167, + "FP": 0, + "IoU": 0.0009785932721712539, + "TN": 62561985, + "TP": 8, + "n_pred": 8, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9430909780426052, + "FN": 74870, + "FP": 92000, + "IoU": 0.8923104623480281, + "TN": 61020613, + "TP": 1382677, + "n_pred": 1474677, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7386348695854446, + "FN": 41329, + "FP": 62043, + "IoU": 0.5855837075048108, + "TN": 62320720, + "TP": 146068, + "n_pred": 208111, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6180492688230758, + "FN": 5608, + "FP": 74133, + "IoU": 0.44722959717726, + "TN": 62425903, + "TP": 64516, + "n_pred": 138649, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6335150141874375, + "FN": 18562, + "FP": 17344, + "IoU": 0.4636092022706902, + "TN": 62503220, + "TP": 31034, + "n_pred": 48378, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.765140093670139, + "FN": 90138, + "FP": 26853, + "IoU": 0.6196169215212592, + "TN": 55073687, + "TP": 190570, + "n_pred": 217423, + "n_ref": 280708 + }, + "10": { + "Dice": 0.789829475156449, + "FN": 10497, + "FP": 24666, + "IoU": 0.6526596532819677, + "TN": 55280013, + "TP": 66072, + "n_pred": 90738, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0027694438033694898, + "FN": 4321, + "FP": 0, + "IoU": 0.0013866420152530623, + "TN": 55376921, + "TP": 6, + "n_pred": 6, + "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": 0.45514634477429594, + "FN": 33077, + "FP": 19102, + "IoU": 0.294621010368648, + "TN": 55307275, + "TP": 21794, + "n_pred": 40896, + "n_ref": 54871 + }, + "14": { + "Dice": 0.902485764046232, + "FN": 12535, + "FP": 5326, + "IoU": 0.8222998248965298, + "TN": 55280736, + "TP": 82651, + "n_pred": 87977, + "n_ref": 95186 + }, + "15": { + "Dice": 0.838085670564323, + "FN": 16113, + "FP": 11609, + "IoU": 0.72129730164475, + "TN": 55281780, + "TP": 71746, + "n_pred": 83355, + "n_ref": 87859 + }, + "2": { + "Dice": 0.646667215416888, + "FN": 65740, + "FP": 75915, + "IoU": 0.4778331115477195, + "TN": 55109965, + "TP": 129628, + "n_pred": 205543, + "n_ref": 195368 + }, + "3": { + "Dice": 0.5741797289452085, + "FN": 83502, + "FP": 65395, + "IoU": 0.40270133662810287, + "TN": 55131964, + "TP": 100387, + "n_pred": 165782, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5808543096872616, + "FN": 4363, + "FP": 33, + "IoU": 0.4092985756517065, + "TN": 55373806, + "TP": 3046, + "n_pred": 3079, + "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": 0.9295013666008888, + "FN": 92073, + "FP": 121316, + "IoU": 0.8682882327924889, + "TN": 53761127, + "TP": 1406732, + "n_pred": 1528048, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7524696148482984, + "FN": 53567, + "FP": 26492, + "IoU": 0.6031673647426207, + "TN": 55179503, + "TP": 121686, + "n_pred": 148178, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7423919288712301, + "FN": 8935, + "FP": 17518, + "IoU": 0.590320582313768, + "TN": 55316678, + "TP": 38117, + "n_pred": 55635, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8411330884704469, + "FN": 7519, + "FP": 8874, + "IoU": 0.7258237163405252, + "TN": 55321458, + "TP": 43397, + "n_pred": 52271, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8182113598659119, + "FN": 49539, + "FP": 56751, + "IoU": 0.6923499956583403, + "TN": 110801125, + "TP": 239200, + "n_pred": 295951, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6496315414530464, + "FN": 26648, + "FP": 33354, + "IoU": 0.4810772477254644, + "TN": 111030987, + "TP": 55626, + "n_pred": 88980, + "n_ref": 82274 + }, + "11": { + "Dice": 0.5224685440383463, + "FN": 2326, + "FP": 65, + "IoU": 0.35360908353609083, + "TN": 111142916, + "TP": 1308, + "n_pred": 1373, + "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": 0.4599555605769593, + "FN": 32061, + "FP": 39638, + "IoU": 0.2986638234603647, + "TN": 111044383, + "TP": 30533, + "n_pred": 70171, + "n_ref": 62594 + }, + "14": { + "Dice": 0.3667877777115969, + "FN": 31879, + "FP": 14, + "IoU": 0.22458059810357403, + "TN": 111105485, + "TP": 9237, + "n_pred": 9251, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7070471209078597, + "FN": 10224, + "FP": 2322, + "IoU": 0.546846781766958, + "TN": 111118929, + "TP": 15140, + "n_pred": 17462, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6751125647290287, + "FN": 9022, + "FP": 132331, + "IoU": 0.5095622063854444, + "TN": 110858397, + "TP": 146865, + "n_pred": 279196, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5863065908039093, + "FN": 136877, + "FP": 15085, + "IoU": 0.41473390693482665, + "TN": 110886969, + "TP": 107684, + "n_pred": 122769, + "n_ref": 244561 + }, + "4": { + "Dice": 0.842013434528483, + "FN": 4360, + "FP": 1073, + "IoU": 0.7271357541057707, + "TN": 111126704, + "TP": 14478, + "n_pred": 15551, + "n_ref": 18838 + }, + "5": { + "Dice": 0.4826862539349423, + "FN": 3157, + "FP": 294, + "IoU": 0.318118948824343, + "TN": 111141554, + "TP": 1610, + "n_pred": 1904, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9574891778617878, + "FN": 46823, + "FP": 91467, + "IoU": 0.9184453125368586, + "TN": 109450943, + "TP": 1557382, + "n_pred": 1648849, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2062912855691057, + "FN": 313743, + "FP": 186103, + "IoU": 0.11500824181174675, + "TN": 110581812, + "TP": 64957, + "n_pred": 251060, + "n_ref": 378700 + }, + "8": { + "Dice": 0.5997147966941628, + "FN": 4429, + "FP": 97185, + "IoU": 0.42828046406427583, + "TN": 110968881, + "TP": 76120, + "n_pred": 173305, + "n_ref": 80549 + }, + "9": { + "Dice": 0.7396725375755384, + "FN": 20052, + "FP": 5149, + "IoU": 0.5868891693851122, + "TN": 111085612, + "TP": 35802, + "n_pred": 40951, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8710886222081538, + "FN": 15062, + "FP": 40324, + "IoU": 0.7716182504175, + "TN": 96878510, + "TP": 187129, + "n_pred": 227453, + "n_ref": 202191 + }, + "10": { + "Dice": 0.684435178272078, + "FN": 25815, + "FP": 18987, + "IoU": 0.5202595622563927, + "TN": 97027637, + "TP": 48586, + "n_pred": 67573, + "n_ref": 74401 + }, + "11": { + "Dice": 0.13714285714285715, + "FN": 3624, + "FP": 0, + "IoU": 0.0736196319018405, + "TN": 97117113, + "TP": 288, + "n_pred": 288, + "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": 0.6377893287129592, + "FN": 22659, + "FP": 9953, + "IoU": 0.46820168286478375, + "TN": 97059701, + "TP": 28712, + "n_pred": 38665, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8564162491172613, + "FN": 31438, + "FP": 2720, + "IoU": 0.7488880883942158, + "TN": 96984998, + "TP": 101869, + "n_pred": 104589, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5296881674498077, + "FN": 43699, + "FP": 341, + "IoU": 0.3602556653108658, + "TN": 97052185, + "TP": 24800, + "n_pred": 25141, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6712245850471107, + "FN": 75353, + "FP": 14813, + "IoU": 0.5051452468895268, + "TN": 96938818, + "TP": 92041, + "n_pred": 106854, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7915375926174111, + "FN": 13130, + "FP": 95752, + "IoU": 0.6549956273210054, + "TN": 96805429, + "TP": 206714, + "n_pred": 302466, + "n_ref": 219844 + }, + "4": { + "Dice": 0.659598086124402, + "FN": 8617, + "FP": 276, + "IoU": 0.4920897823976241, + "TN": 97103516, + "TP": 8616, + "n_pred": 8892, + "n_ref": 17233 + }, + "5": { + "Dice": 0.02106263362103096, + "FN": 12325, + "FP": 38, + "IoU": 0.010643405889884763, + "TN": 97108529, + "TP": 133, + "n_pred": 171, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9620213667621211, + "FN": 76930, + "FP": 42352, + "IoU": 0.9268219363641271, + "TN": 95491001, + "TP": 1510742, + "n_pred": 1553094, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7594435420079034, + "FN": 102586, + "FP": 39433, + "IoU": 0.6121797497528659, + "TN": 96754827, + "TP": 224179, + "n_pred": 263612, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7400312744331509, + "FN": 11137, + "FP": 51373, + "IoU": 0.5873409866583928, + "TN": 96969544, + "TP": 88971, + "n_pred": 140344, + "n_ref": 100108 + }, + "9": { + "Dice": 0.7687456881068723, + "FN": 28031, + "FP": 12528, + "IoU": 0.6243597936521167, + "TN": 97013052, + "TP": 67414, + "n_pred": 79942, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8818659201780725, + "FN": 41040, + "FP": 781, + "IoU": 0.7886942506202095, + "TN": 78858488, + "TP": 156096, + "n_pred": 156877, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8162063764497841, + "FN": 14546, + "FP": 20792, + "IoU": 0.6894836736845805, + "TN": 78942601, + "TP": 78466, + "n_pred": 99258, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5417000061549825, + "FN": 39072, + "FP": 5604, + "IoU": 0.37145992487232515, + "TN": 78985326, + "TP": 26403, + "n_pred": 32007, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6430389241608401, + "FN": 13874, + "FP": 12776, + "IoU": 0.4738816283018123, + "TN": 79005751, + "TP": 24004, + "n_pred": 36780, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4831581749724268, + "FN": 19476, + "FP": 21293, + "IoU": 0.3185290430422064, + "TN": 78996580, + "TP": 19056, + "n_pred": 40349, + "n_ref": 38532 + }, + "2": { + "Dice": 0.624132811100018, + "FN": 15225, + "FP": 102235, + "IoU": 0.4536286758891442, + "TN": 78841423, + "TP": 97522, + "n_pred": 199757, + "n_ref": 112747 + }, + "3": { + "Dice": 0.041352986237683916, + "FN": 118249, + "FP": 26917, + "IoU": 0.021113036676399386, + "TN": 78908108, + "TP": 3131, + "n_pred": 30048, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6409119696010133, + "FN": 4434, + "FP": 102, + "IoU": 0.47157502329916123, + "TN": 79047821, + "TP": 4048, + "n_pred": 4150, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4431849599115289, + "FN": 3355, + "FP": 673, + "IoU": 0.28467412537737524, + "TN": 79050774, + "TP": 1603, + "n_pred": 2276, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9515206042862037, + "FN": 70170, + "FP": 57049, + "IoU": 0.907524371176046, + "TN": 77680702, + "TP": 1248484, + "n_pred": 1305533, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.522359035277589, + "FN": 291039, + "FP": 43495, + "IoU": 0.3535087668442646, + "TN": 78538944, + "TP": 182927, + "n_pred": 226422, + "n_ref": 473966 + }, + "8": { + "Dice": 0.32197893360818525, + "FN": 5911, + "FP": 101973, + "IoU": 0.19188014981273407, + "TN": 78922905, + "TP": 25616, + "n_pred": 127589, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7629716389190998, + "FN": 25692, + "FP": 2640, + "IoU": 0.6167778063329321, + "TN": 78982474, + "TP": 45599, + "n_pred": 48239, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8840728209546354, + "FN": 22033, + "FP": 33405, + "IoU": 0.7922316415941475, + "TN": 122445114, + "TP": 211388, + "n_pred": 244793, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6732745711122059, + "FN": 41383, + "FP": 25598, + "IoU": 0.5074709178346104, + "TN": 122575946, + "TP": 69013, + "n_pred": 94611, + "n_ref": 110396 + }, + "11": { + "Dice": 0.16510155055689016, + "FN": 3804, + "FP": 19, + "IoU": 0.08997857652939777, + "TN": 122707739, + "TP": 378, + "n_pred": 397, + "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": 0.3816509991267273, + "FN": 35226, + "FP": 24961, + "IoU": 0.23582737649344218, + "TN": 122633179, + "TP": 18574, + "n_pred": 43535, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8211068480530969, + "FN": 29260, + "FP": 4917, + "IoU": 0.6965065889958442, + "TN": 122599328, + "TP": 78435, + "n_pred": 83352, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7967912087912088, + "FN": 14835, + "FP": 3657, + "IoU": 0.6622218974902276, + "TN": 122657194, + "TP": 36254, + "n_pred": 39911, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6215310696501385, + "FN": 69416, + "FP": 12820, + "IoU": 0.45088507688917673, + "TN": 122562179, + "TP": 67525, + "n_pred": 80345, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7264626987520896, + "FN": 5729, + "FP": 99814, + "IoU": 0.5704290703069672, + "TN": 122466246, + "TP": 140151, + "n_pred": 239965, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7845991313534453, + "FN": 18687, + "FP": 7003, + "IoU": 0.6455476144485223, + "TN": 122639462, + "TP": 46788, + "n_pred": 53791, + "n_ref": 65475 + }, + "5": { + "Dice": 0.153581303145704, + "FN": 15737, + "FP": 488, + "IoU": 0.08317793976380178, + "TN": 122694243, + "TP": 1472, + "n_pred": 1960, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9406597379437527, + "FN": 87234, + "FP": 117609, + "IoU": 0.8879675130235039, + "TN": 120883515, + "TP": 1623582, + "n_pred": 1741191, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4946795473177988, + "FN": 273579, + "FP": 324301, + "IoU": 0.3286207574183768, + "TN": 121821415, + "TP": 292645, + "n_pred": 616946, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6351475334428304, + "FN": 9417, + "FP": 136528, + "IoU": 0.4653598458483834, + "TN": 122438962, + "TP": 127033, + "n_pred": 263561, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8124291281623502, + "FN": 12414, + "FP": 16368, + "IoU": 0.6841100160238822, + "TN": 122620826, + "TP": 62332, + "n_pred": 78700, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..af11116f16ffd5db1041c1c9fb8ba8228491b436 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,12852 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.26740735656650644, + "FN": 2049.9708333333333, + "FP": 2842.545833333333, + "IoU": 0.21997774195380387, + "TN": 232010.52083333334, + "TP": 4040.9625, + "n_pred": 6883.508333333333, + "n_ref": 6090.933333333333 + }, + "mean": { + "1": { + "Dice": 0.022046353872244205, + "FN": 134.6875, + "FP": 2156.375, + "IoU": 0.011531638083973979, + "TN": 238648.0625, + "TP": 4.875, + "n_pred": 2161.25, + "n_ref": 139.5625 + }, + "10": { + "Dice": 0.4657970150270934, + "FN": 3674.3125, + "FP": 4506.9375, + "IoU": 0.3463316801042599, + "TN": 225487.6875, + "TP": 7275.0625, + "n_pred": 11782.0, + "n_ref": 10949.375 + }, + "11": { + "Dice": 0.061391541609822645, + "FN": 50.375, + "FP": 3.375, + "IoU": 0.032703488372093026, + "TN": 240887.4375, + "TP": 2.8125, + "n_pred": 6.1875, + "n_ref": 53.1875 + }, + "12": { + "Dice": 0.0, + "FN": 23.6875, + "FP": 0.0, + "IoU": 0.0, + "TN": 240920.3125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 23.6875 + }, + "13": { + "Dice": 0.24702122689959685, + "FN": 5095.0, + "FP": 1949.8125, + "IoU": 0.15997335379499464, + "TN": 231140.75, + "TP": 2758.4375, + "n_pred": 4708.25, + "n_ref": 7853.4375 + }, + "14": { + "Dice": 0.4608432498341548, + "FN": 841.375, + "FP": 8588.875, + "IoU": 0.4278553975206043, + "TN": 223308.0625, + "TP": 8205.6875, + "n_pred": 16794.5625, + "n_ref": 9047.0625 + }, + "15": { + "Dice": 0.022848017688787886, + "FN": 72.3125, + "FP": 3152.125, + "IoU": 0.01182942729036156, + "TN": 237649.8125, + "TP": 69.75, + "n_pred": 3221.875, + "n_ref": 142.0625 + }, + "2": { + "Dice": 0.2484639929691053, + "FN": 412.5625, + "FP": 405.3125, + "IoU": 0.22398870155759334, + "TN": 232143.1875, + "TP": 7982.9375, + "n_pred": 8388.25, + "n_ref": 8395.5 + }, + "3": { + "Dice": 0.24308211473565805, + "FN": 7.8125, + "FP": 361.9375, + "IoU": 0.21249359959037378, + "TN": 240548.3125, + "TP": 25.9375, + "n_pred": 387.875, + "n_ref": 33.75 + }, + "4": { + "Dice": 0.03268318397469689, + "FN": 635.4375, + "FP": 362.875, + "IoU": 0.018452380952380953, + "TN": 239846.875, + "TP": 98.8125, + "n_pred": 461.6875, + "n_ref": 734.25 + }, + "5": { + "Dice": 0.5546915671533327, + "FN": 321.1875, + "FP": 604.75, + "IoU": 0.4856982646375769, + "TN": 238582.0, + "TP": 1436.0625, + "n_pred": 2040.8125, + "n_ref": 1757.25 + }, + "6": { + "Dice": 0.4911486909081753, + "FN": 13853.5, + "FP": 4042.625, + "IoU": 0.4313459740989, + "TN": 198939.25, + "TP": 24108.625, + "n_pred": 28151.25, + "n_ref": 37962.125 + }, + "7": { + "Dice": 0.056337083788925844, + "FN": 3207.25, + "FP": 14023.75, + "IoU": 0.033327841868962337, + "TN": 223461.8125, + "TP": 251.1875, + "n_pred": 14274.9375, + "n_ref": 3458.4375 + }, + "8": { + "Dice": 0.5211394991769678, + "FN": 304.5, + "FP": 598.6875, + "IoU": 0.4576117523541376, + "TN": 235769.8125, + "TP": 4271.0, + "n_pred": 4869.6875, + "n_ref": 4575.5 + }, + "9": { + "Dice": 0.5836168108590343, + "FN": 2115.5625, + "FP": 1880.75, + "IoU": 0.44652262908084617, + "TN": 232824.4375, + "TP": 4123.25, + "n_pred": 6004.0, + "n_ref": 6238.8125 + } + }, + "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": 0.7108833658354425, + "FN": 15656, + "FP": 12216, + "IoU": 0.5514499983906788, + "TN": 113094, + "TP": 34266, + "n_pred": 46482, + "n_ref": 49922 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22988339248207432, + "FN": 14898, + "FP": 6368, + "IoU": 0.12986906710310966, + "TN": 150792, + "TP": 3174, + "n_pred": 9542, + "n_ref": 18072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 474, + "FP": 0, + "IoU": 0.0, + "TN": 174758, + "TP": 0, + "n_pred": 0, + "n_ref": 474 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 6, + "IoU": 0.0, + "TN": 174929, + "TP": 0, + "n_pred": 6, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24834437086092714, + "FN": 396, + "FP": 3236, + "IoU": 0.14177693761814744, + "TN": 171000, + "TP": 600, + "n_pred": 3836, + "n_ref": 996 + }, + "7": { + "Dice": 0.17063219843304328, + "FN": 2493, + "FP": 20478, + "IoU": 0.09327386121417858, + "TN": 149898, + "TP": 2363, + "n_pred": 22841, + "n_ref": 4856 + }, + "8": { + "Dice": 0.8971130611725805, + "FN": 557, + "FP": 252, + "IoU": 0.8134225092250923, + "TN": 170896, + "TP": 3527, + "n_pred": 3779, + "n_ref": 4084 + }, + "9": { + "Dice": 0.3797205069873253, + "FN": 2381, + "FP": 7162, + "IoU": 0.23435494223363287, + "TN": 162768, + "TP": 2921, + "n_pred": 10083, + "n_ref": 5302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6644312034105357, + "FN": 14178, + "FP": 12742, + "IoU": 0.4974893132478393, + "TN": 296893, + "TP": 26651, + "n_pred": 39393, + "n_ref": 40829 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19048762911362, + "FN": 13963, + "FP": 12997, + "IoU": 0.105270144696668, + "TN": 320332, + "TP": 3172, + "n_pred": 16169, + "n_ref": 17135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 350122, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "8": { + "Dice": 0.20134228187919462, + "FN": 119, + "FP": 0, + "IoU": 0.11194029850746269, + "TN": 350330, + "TP": 15, + "n_pred": 15, + "n_ref": 134 + }, + "9": { + "Dice": 0.5645939126824439, + "FN": 6494, + "FP": 7139, + "IoU": 0.39333392666429334, + "TN": 327992, + "TP": 8839, + "n_pred": 15978, + "n_ref": 15333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 808, + "FP": 3185, + "IoU": 0.0, + "TN": 346471, + "TP": 0, + "n_pred": 3185, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3577424023154848, + "FN": 898, + "FP": 1321, + "IoU": 0.2178357419809658, + "TN": 347627, + "TP": 618, + "n_pred": 1939, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.22878228782287824, + "FN": 9870, + "FP": 789, + "IoU": 0.12916666666666668, + "TN": 338224, + "TP": 1581, + "n_pred": 2370, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.880847424172643, + "FN": 1259, + "FP": 552, + "IoU": 0.787066431510876, + "TN": 341959, + "TP": 6694, + "n_pred": 7246, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 1982, + "IoU": 0.0, + "TN": 332283, + "TP": 0, + "n_pred": 1982, + "n_ref": 16199 + }, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 208, + "IoU": 0.0, + "TN": 349713, + "TP": 0, + "n_pred": 208, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.12278308321964529, + "FN": 589, + "FP": 54, + "IoU": 0.06540697674418605, + "TN": 349776, + "TP": 45, + "n_pred": 99, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 350085, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.3503772003352892, + "FN": 1, + "FP": 774, + "IoU": 0.21239837398373984, + "TN": 349480, + "TP": 209, + "n_pred": 983, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9015748031496063, + "FN": 38, + "FP": 12, + "IoU": 0.8207885304659498, + "TN": 350185, + "TP": 229, + "n_pred": 241, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 350249, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.9889372376651026, + "FN": 2280, + "FP": 1742, + "IoU": 0.9781165665534952, + "TN": 166672, + "TP": 179770, + "n_pred": 181512, + "n_ref": 182050 + }, + "7": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 345030, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9303538473882693, + "FN": 2224, + "FP": 2984, + "IoU": 0.8697772110119271, + "TN": 310471, + "TP": 34785, + "n_pred": 37769, + "n_ref": 37009 + }, + "9": { + "Dice": 0.6259711431742508, + "FN": 3391, + "FP": 653, + "IoU": 0.4555735056542811, + "TN": 343036, + "TP": 3384, + "n_pred": 4037, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08818541548897682, + "FN": 1612, + "FP": 1, + "IoU": 0.046126552335895916, + "TN": 173541, + "TP": 78, + "n_pred": 79, + "n_ref": 1690 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 391, + "IoU": 0.0, + "TN": 174841, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7190939160068157, + "FN": 4547, + "FP": 9466, + "IoU": 0.5613947228395255, + "TN": 143283, + "TP": 17936, + "n_pred": 27402, + "n_ref": 22483 + }, + "6": { + "Dice": 0.13657906074967685, + "FN": 2578, + "FP": 1430, + "IoU": 0.07329479768786128, + "TN": 170907, + "TP": 317, + "n_pred": 1747, + "n_ref": 2895 + }, + "7": { + "Dice": 0.4044877472689696, + "FN": 779, + "FP": 1238, + "IoU": 0.25351591413767577, + "TN": 172530, + "TP": 685, + "n_pred": 1923, + "n_ref": 1464 + }, + "8": { + "Dice": 0.9508178942611839, + "FN": 147, + "FP": 2574, + "IoU": 0.9062467698032595, + "TN": 146209, + "TP": 26302, + "n_pred": 28876, + "n_ref": 26449 + }, + "9": { + "Dice": 0.8154541718043568, + "FN": 439, + "FP": 10, + "IoU": 0.6884108258154059, + "TN": 173791, + "TP": 992, + "n_pred": 1002, + "n_ref": 1431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9720162151327604, + "FN": 1445, + "FP": 5396, + "IoU": 0.9455559800082768, + "TN": 49580, + "TP": 118811, + "n_pred": 124207, + "n_ref": 120256 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9096804075961094, + "FN": 390, + "FP": 0, + "IoU": 0.8343245539507221, + "TN": 172878, + "TP": 1964, + "n_pred": 1964, + "n_ref": 2354 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.9462458389840956, + "FN": 6758, + "FP": 3706, + "IoU": 0.8979758979758979, + "TN": 72668, + "TP": 92100, + "n_pred": 95806, + "n_ref": 98858 + }, + "15": { + "Dice": 0.06854405306636366, + "FN": 1157, + "FP": 29174, + "IoU": 0.03548828187108468, + "TN": 143785, + "TP": 1116, + "n_pred": 30290, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3393, + "IoU": 0.0, + "TN": 171839, + "TP": 0, + "n_pred": 3393, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4091, + "IoU": 0.0, + "TN": 171141, + "TP": 0, + "n_pred": 4091, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 4655, + "IoU": 0.0, + "TN": 170577, + "TP": 0, + "n_pred": 4655, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8971271603525237, + "FN": 6704, + "FP": 2284, + "IoU": 0.8134456921065194, + "TN": 127053, + "TP": 39191, + "n_pred": 41475, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3482, + "IoU": 0.0, + "TN": 171750, + "TP": 0, + "n_pred": 3482, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 175071, + "TP": 0, + "n_pred": 161, + "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": 1037, + "IoU": 0.0, + "TN": 174195, + "TP": 0, + "n_pred": 1037, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23575, + "IoU": 0.0, + "TN": 151657, + "TP": 0, + "n_pred": 23575, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 119753, + "IoU": 0.0, + "TN": 55479, + "TP": 0, + "n_pred": 119753, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 45218, + "IoU": 0.0, + "TN": 130014, + "TP": 0, + "n_pred": 45218, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9123, + "IoU": 0.0, + "TN": 166109, + "TP": 0, + "n_pred": 9123, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34257, + "IoU": 0.0, + "TN": 316207, + "TP": 0, + "n_pred": 34257, + "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": 702, + "IoU": 0.0, + "TN": 349762, + "TP": 0, + "n_pred": 702, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11679, + "IoU": 0.0, + "TN": 338785, + "TP": 0, + "n_pred": 11679, + "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": 1923, + "IoU": 0.0, + "TN": 348541, + "TP": 0, + "n_pred": 1923, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5475603020487022, + "FN": 211258, + "FP": 905, + "IoU": 0.3769934840124858, + "TN": 9917, + "TP": 128384, + "n_pred": 129289, + "n_ref": 339642 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 151938, + "IoU": 0.0, + "TN": 198526, + "TP": 0, + "n_pred": 151938, + "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": 85, + "IoU": 0.0, + "TN": 350379, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6517957351290684, + "FN": 15038, + "FP": 2336, + "IoU": 0.48345473465140476, + "TN": 141597, + "TP": 16261, + "n_pred": 18597, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40629510967151355, + "FN": 15048, + "FP": 1815, + "IoU": 0.2549374806698184, + "TN": 152599, + "TP": 5770, + "n_pred": 7585, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7672317356509767, + "FN": 4532, + "FP": 878, + "IoU": 0.6223649308948764, + "TN": 160906, + "TP": 8916, + "n_pred": 9794, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5611, + "IoU": 0.0, + "TN": 169621, + "TP": 0, + "n_pred": 5611, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 174929, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5950, + "FP": 0, + "IoU": 0.0, + "TN": 169282, + "TP": 0, + "n_pred": 0, + "n_ref": 5950 + }, + "8": { + "Dice": 0.6683494095375462, + "FN": 1825, + "FP": 1854, + "IoU": 0.5018954779312212, + "TN": 167846, + "TP": 3707, + "n_pred": 5561, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6269619131975199, + "FN": 5311, + "FP": 5218, + "IoU": 0.45662383237859316, + "TN": 155855, + "TP": 8848, + "n_pred": 14066, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9449807854531821, + "FN": 377, + "FP": 210, + "IoU": 0.8957000710732054, + "TN": 169604, + "TP": 5041, + "n_pred": 5251, + "n_ref": 5418 + }, + "6": { + "Dice": 0.9399387163021156, + "FN": 1112, + "FP": 6258, + "IoU": 0.8866833745906303, + "TN": 110193, + "TP": 57669, + "n_pred": 63927, + "n_ref": 58781 + }, + "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": 305, + "IoU": 0.0, + "TN": 174927, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "9": { + "Dice": 0.7816429170159263, + "FN": 12101, + "FP": 1445, + "IoU": 0.6415548675610595, + "TN": 137441, + "TP": 24245, + "n_pred": 25690, + "n_ref": 36346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": 0.8, + "FN": 87, + "FP": 6, + "IoU": 0.6666666666666666, + "TN": 174953, + "TP": 186, + "n_pred": 192, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6287954288751578, + "FN": 3549, + "FP": 7625, + "IoU": 0.4585715670123074, + "TN": 329826, + "TP": 9464, + "n_pred": 17089, + "n_ref": 13013 + }, + "11": { + "Dice": 0.0, + "FN": 217, + "FP": 0, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 0, + "n_ref": 217 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5851893989118861, + "FN": 22122, + "FP": 6317, + "IoU": 0.4136167756036207, + "TN": 301965, + "TP": 20060, + "n_pred": 26377, + "n_ref": 42182 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 350328, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2619, + "IoU": 0.0, + "TN": 347845, + "TP": 0, + "n_pred": 2619, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8564639393744782, + "FN": 2169, + "FP": 66, + "IoU": 0.7489610243738066, + "TN": 341561, + "TP": 6668, + "n_pred": 6734, + "n_ref": 8837 + }, + "7": { + "Dice": 0.0, + "FN": 3186, + "FP": 11588, + "IoU": 0.0, + "TN": 335690, + "TP": 0, + "n_pred": 11588, + "n_ref": 3186 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7016667571529399, + "FN": 865, + "FP": 4630, + "IoU": 0.5404365643556076, + "TN": 338507, + "TP": 6462, + "n_pred": 11092, + "n_ref": 7327 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 350428, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.6046733719394494, + "FN": 9560, + "FP": 29352, + "IoU": 0.43335614742758954, + "TN": 281793, + "TP": 29759, + "n_pred": 59111, + "n_ref": 39319 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5972583630656974, + "FN": 14509, + "FP": 504, + "IoU": 0.42577930770701855, + "TN": 324319, + "TP": 11132, + "n_pred": 11636, + "n_ref": 25641 + }, + "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": 17778, + "IoU": 0.0, + "TN": 332686, + "TP": 0, + "n_pred": 17778, + "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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8765815230365243, + "FN": 214, + "FP": 820, + "IoU": 0.7802804929876753, + "TN": 345758, + "TP": 3672, + "n_pred": 4492, + "n_ref": 3886 + }, + "7": { + "Dice": 0.10092505976509718, + "FN": 17275, + "FP": 25, + "IoU": 0.05314432707569372, + "TN": 332193, + "TP": 971, + "n_pred": 996, + "n_ref": 18246 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1610, + "IoU": 0.0, + "TN": 348854, + "TP": 0, + "n_pred": 1610, + "n_ref": 0 + }, + "9": { + "Dice": 0.7565399757165459, + "FN": 2867, + "FP": 3750, + "IoU": 0.6084151970647413, + "TN": 333566, + "TP": 10281, + "n_pred": 14031, + "n_ref": 13148 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.305783104245493, + "FN": 3066.24, + "FP": 2105.52, + "IoU": 0.24220342604124026, + "TN": 282228.52444444445, + "TP": 4653.048888888889, + "n_pred": 6758.568888888889, + "n_ref": 7719.288888888888 + }, + "mean": { + "1": { + "Dice": 0.13093962129331904, + "FN": 2.533333333333333, + "FP": 3788.733333333333, + "IoU": 0.107825831126802, + "TN": 288066.6, + "TP": 195.46666666666667, + "n_pred": 3984.2, + "n_ref": 198.0 + }, + "10": { + "Dice": 0.3202164347363143, + "FN": 3292.6666666666665, + "FP": 2098.6666666666665, + "IoU": 0.23254387093745119, + "TN": 281980.06666666665, + "TP": 4681.933333333333, + "n_pred": 6780.6, + "n_ref": 7974.6 + }, + "11": { + "Dice": 0.0, + "FN": 161.6, + "FP": 0.4666666666666667, + "IoU": 0.0, + "TN": 291891.26666666666, + "TP": 0.0, + "n_pred": 0.4666666666666667, + "n_ref": 161.6 + }, + "12": { + "Dice": 0.0, + "FN": 411.26666666666665, + "FP": 0.0, + "IoU": 0.0, + "TN": 291642.06666666665, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 411.26666666666665 + }, + "13": { + "Dice": 0.21935227756699527, + "FN": 5821.2, + "FP": 1762.2666666666667, + "IoU": 0.14883510777786504, + "TN": 281831.4666666667, + "TP": 2638.4, + "n_pred": 4400.666666666667, + "n_ref": 8459.6 + }, + "14": { + "Dice": 0.8079784621328038, + "FN": 1103.9333333333334, + "FP": 658.6666666666666, + "IoU": 0.6840499318339942, + "TN": 286491.6, + "TP": 3799.133333333333, + "n_pred": 4457.8, + "n_ref": 4903.066666666667 + }, + "15": { + "Dice": 0.39608322656802697, + "FN": 2897.6666666666665, + "FP": 999.2666666666667, + "IoU": 0.2890100453998886, + "TN": 285764.6, + "TP": 2391.8, + "n_pred": 3391.0666666666666, + "n_ref": 5289.466666666666 + }, + "2": { + "Dice": 0.4452895085492248, + "FN": 6833.733333333334, + "FP": 2659.2, + "IoU": 0.3468532395472102, + "TN": 276434.26666666666, + "TP": 6126.133333333333, + "n_pred": 8785.333333333334, + "n_ref": 12959.866666666667 + }, + "3": { + "Dice": 0.13082805921858337, + "FN": 2989.866666666667, + "FP": 7443.133333333333, + "IoU": 0.10866391117073955, + "TN": 276826.4666666667, + "TP": 4793.866666666667, + "n_pred": 12237.0, + "n_ref": 7783.733333333334 + }, + "4": { + "Dice": 0.27143512482560783, + "FN": 2328.4666666666667, + "FP": 368.26666666666665, + "IoU": 0.1927761360746913, + "TN": 287115.2, + "TP": 2241.4, + "n_pred": 2609.6666666666665, + "n_ref": 4569.866666666667 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 301.0, + "IoU": 0.0, + "TN": 291752.3333333333, + "TP": 0.0, + "n_pred": 301.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6343654790647122, + "FN": 5413.066666666667, + "FP": 4142.533333333334, + "IoU": 0.5536905884985819, + "TN": 261107.93333333332, + "TP": 21389.8, + "n_pred": 25532.333333333332, + "n_ref": 26802.866666666665 + }, + "7": { + "Dice": 0.14452296229985526, + "FN": 8703.333333333334, + "FP": 6145.0, + "IoU": 0.11025509808261606, + "TN": 265268.06666666665, + "TP": 11936.933333333332, + "n_pred": 18081.933333333334, + "n_ref": 20640.266666666666 + }, + "8": { + "Dice": 0.5247377292945515, + "FN": 4506.866666666667, + "FP": 499.4, + "IoU": 0.42099906247753177, + "TN": 280024.73333333334, + "TP": 7022.333333333333, + "n_pred": 7521.733333333334, + "n_ref": 11529.2 + }, + "9": { + "Dice": 0.560997678132401, + "FN": 1527.4, + "FP": 716.2, + "IoU": 0.4375485676912319, + "TN": 287231.2, + "TP": 2578.5333333333333, + "n_pred": 3294.733333333333, + "n_ref": 4105.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 815, + "IoU": 0.0, + "TN": 174417, + "TP": 0, + "n_pred": 815, + "n_ref": 0 + }, + "10": { + "Dice": 0.272892510184895, + "FN": 5679, + "FP": 5922, + "IoU": 0.15800551604006388, + "TN": 161454, + "TP": 2177, + "n_pred": 8099, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 2, + "IoU": 0.0, + "TN": 172806, + "TP": 0, + "n_pred": 2, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3787999066075181, + "FN": 8757, + "FP": 4546, + "IoU": 0.23365401232789906, + "TN": 157873, + "TP": 4056, + "n_pred": 8602, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7106566338671297, + "FN": 4019, + "FP": 480, + "IoU": 0.5511771747805267, + "TN": 165208, + "TP": 5525, + "n_pred": 6005, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 174670, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 152, + "IoU": 0.0, + "TN": 168225, + "TP": 0, + "n_pred": 152, + "n_ref": 6855 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1302, + "IoU": 0.0, + "TN": 173930, + "TP": 0, + "n_pred": 1302, + "n_ref": 0 + }, + "6": { + "Dice": 0.8449701865743412, + "FN": 7171, + "FP": 889, + "IoU": 0.7315570358034971, + "TN": 145207, + "TP": 21965, + "n_pred": 22854, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0021099389228206554, + "FN": 1920, + "FP": 16052, + "IoU": 0.0010560835973542327, + "TN": 157241, + "TP": 19, + "n_pred": 16071, + "n_ref": 1939 + }, + "8": { + "Dice": 0.19741480611045828, + "FN": 0, + "FP": 683, + "IoU": 0.10951760104302477, + "TN": 174465, + "TP": 84, + "n_pred": 767, + "n_ref": 84 + }, + "9": { + "Dice": 0.3852473656010002, + "FN": 6416, + "FP": 468, + "IoU": 0.238579803119124, + "TN": 166191, + "TP": 2157, + "n_pred": 2625, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6140355035195412, + "FN": 7846, + "FP": 8439, + "IoU": 0.44303840760627927, + "TN": 496457, + "TP": 12954, + "n_pred": 21393, + "n_ref": 20800 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39604707302353653, + "FN": 25751, + "FP": 6273, + "IoU": 0.2469193866992757, + "TN": 483172, + "TP": 10500, + "n_pred": 16773, + "n_ref": 36251 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.687847498014297, + "FN": 22, + "FP": 371, + "IoU": 0.5242130750605327, + "TN": 524870, + "TP": 433, + "n_pred": 804, + "n_ref": 455 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 525578, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "4": { + "Dice": 0.438512869399428, + "FN": 960, + "FP": 218, + "IoU": 0.28083028083028083, + "TN": 524058, + "TP": 460, + "n_pred": 678, + "n_ref": 1420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8112409848296444, + "FN": 195, + "FP": 2082, + "IoU": 0.6824267782426778, + "TN": 518526, + "TP": 4893, + "n_pred": 6975, + "n_ref": 5088 + }, + "7": { + "Dice": 0.9090734742584384, + "FN": 24576, + "FP": 9560, + "IoU": 0.833304033597031, + "TN": 320916, + "TP": 170644, + "n_pred": 180204, + "n_ref": 195220 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2128, + "IoU": 0.0, + "TN": 523568, + "TP": 0, + "n_pred": 2128, + "n_ref": 0 + }, + "9": { + "Dice": 0.6873788916160702, + "FN": 9162, + "FP": 518, + "IoU": 0.5236689302234032, + "TN": 505374, + "TP": 10642, + "n_pred": 11160, + "n_ref": 19804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49685, + "IoU": 0.0, + "TN": 125547, + "TP": 0, + "n_pred": 49685, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "FP": 0, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8244059193155535, + "FN": 51148, + "FP": 326, + "IoU": 0.7012674977366112, + "TN": 2924, + "TP": 120834, + "n_pred": 121160, + "n_ref": 171982 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.11302211302211303, + "FN": 361, + "FP": 0, + "IoU": 0.059895833333333336, + "TN": 174848, + "TP": 23, + "n_pred": 23, + "n_ref": 384 + }, + "7": { + "Dice": 0.11456420593392332, + "FN": 63945, + "FP": 188, + "IoU": 0.060762719311092235, + "TN": 106950, + "TP": 4149, + "n_pred": 4337, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8325491555643604, + "FN": 1331, + "FP": 2050, + "IoU": 0.7131342270490413, + "TN": 163446, + "TP": 8405, + "n_pred": 10455, + "n_ref": 9736 + }, + "15": { + "Dice": 0.7348707937663369, + "FN": 8933, + "FP": 7093, + "IoU": 0.580866199393242, + "TN": 136996, + "TP": 22210, + "n_pred": 29303, + "n_ref": 31143 + }, + "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": 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": 0.0, + "FN": 0, + "FP": 3472, + "IoU": 0.0, + "TN": 171760, + "TP": 0, + "n_pred": 3472, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 349832, + "TP": 0, + "n_pred": 632, + "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": 0.0005764242482467096, + "FN": 20806, + "FP": 0, + "IoU": 0.00028829521429944266, + "TN": 329652, + "TP": 6, + "n_pred": 6, + "n_ref": 20812 + }, + "14": { + "Dice": 0.7082508250825083, + "FN": 7862, + "FP": 7166, + "IoU": 0.5482881962187021, + "TN": 317195, + "TP": 18241, + "n_pred": 25407, + "n_ref": 26103 + }, + "15": { + "Dice": 0.610789785219009, + "FN": 8692, + "FP": 2815, + "IoU": 0.43966692637319826, + "TN": 329928, + "TP": 9029, + "n_pred": 11844, + "n_ref": 17721 + }, + "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": 0.756520898634374, + "FN": 14141, + "FP": 3492, + "IoU": 0.6083905212428099, + "TN": 305437, + "TP": 27394, + "n_pred": 30886, + "n_ref": 41535 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 350178, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "6": { + "Dice": 0.7872228088701162, + "FN": 4207, + "FP": 15137, + "IoU": 0.6491075315629081, + "TN": 295336, + "TP": 35784, + "n_pred": 50921, + "n_ref": 39991 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35825, + "IoU": 0.0, + "TN": 314639, + "TP": 0, + "n_pred": 35825, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7856377277599143, + "FN": 38, + "FP": 1562, + "IoU": 0.646954986760812, + "TN": 170700, + "TP": 2932, + "n_pred": 4494, + "n_ref": 2970 + }, + "10": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 174935, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16961, + "IoU": 0.0, + "TN": 158271, + "TP": 0, + "n_pred": 16961, + "n_ref": 0 + }, + "3": { + "Dice": 0.8376983031534679, + "FN": 21184, + "FP": 6449, + "IoU": 0.7207236343423113, + "TN": 76287, + "TP": 71312, + "n_pred": 77761, + "n_ref": 92496 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.32503159616385396, + "FN": 2342, + "FP": 6737, + "IoU": 0.19405237461162894, + "TN": 689663, + "TP": 2186, + "n_pred": 8923, + "n_ref": 4528 + }, + "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": 969, + "IoU": 0.0, + "TN": 699959, + "TP": 0, + "n_pred": 969, + "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": 2882, + "IoU": 0.0, + "TN": 698046, + "TP": 0, + "n_pred": 2882, + "n_ref": 0 + }, + "3": { + "Dice": 0.05257758399589638, + "FN": 7388, + "FP": 0, + "IoU": 0.026998551297247465, + "TN": 693335, + "TP": 205, + "n_pred": 205, + "n_ref": 7593 + }, + "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": 36, + "FP": 0, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7152552674230146, + "FN": 9432, + "FP": 1812, + "IoU": 0.5567294804068438, + "TN": 149866, + "TP": 14122, + "n_pred": 15934, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.062111801242236024, + "FN": 7722, + "FP": 1338, + "IoU": 0.03205128205128205, + "TN": 165872, + "TP": 300, + "n_pred": 1638, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 539, + "IoU": 0.0, + "TN": 174693, + "TP": 0, + "n_pred": 539, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "6": { + "Dice": 0.9200492498762062, + "FN": 10374, + "FP": 1574, + "IoU": 0.8519363033645208, + "TN": 94537, + "TP": 68747, + "n_pred": 70321, + "n_ref": 79121 + }, + "7": { + "Dice": 0.1817768171994085, + "FN": 6609, + "FP": 584, + "IoU": 0.09997497497497497, + "TN": 167240, + "TP": 799, + "n_pred": 1383, + "n_ref": 7408 + }, + "8": { + "Dice": 0.5728077232502011, + "FN": 1624, + "FP": 500, + "IoU": 0.40135287485907556, + "TN": 171684, + "TP": 1424, + "n_pred": 1924, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5800745467180491, + "FN": 3104, + "FP": 3543, + "IoU": 0.40852464851397047, + "TN": 163994, + "TP": 4591, + "n_pred": 8134, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8289268933269571, + "FN": 18707, + "FP": 3830, + "IoU": 0.7078353081490316, + "TN": 98094, + "TP": 54601, + "n_pred": 58431, + "n_ref": 73308 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.2245328087677392, + "FN": 5402, + "FP": 117, + "IoU": 0.12646407090851536, + "TN": 168914, + "TP": 799, + "n_pred": 916, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41435944042325296, + "FN": 14837, + "FP": 3206, + "IoU": 0.2613199050192418, + "TN": 150806, + "TP": 6383, + "n_pred": 9589, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4100472305710605, + "FN": 9964, + "FP": 1028, + "IoU": 0.25789900081015393, + "TN": 160420, + "TP": 3820, + "n_pred": 4848, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1684, + "IoU": 0.0, + "TN": 173548, + "TP": 0, + "n_pred": 1684, + "n_ref": 0 + }, + "6": { + "Dice": 0.8820966214082728, + "FN": 4306, + "FP": 5029, + "IoU": 0.789063382668625, + "TN": 130977, + "TP": 34920, + "n_pred": 39949, + "n_ref": 39226 + }, + "7": { + "Dice": 0.08857992995760591, + "FN": 28302, + "FP": 6311, + "IoU": 0.04634247141479542, + "TN": 138937, + "TP": 1682, + "n_pred": 7993, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.09818238309771633, + "FN": 235, + "FP": 5570, + "IoU": 0.051625551380493385, + "TN": 169111, + "TP": 316, + "n_pred": 5886, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8831354057515427, + "FN": 7366, + "FP": 664, + "IoU": 0.7907273722342394, + "TN": 312093, + "TP": 30341, + "n_pred": 31005, + "n_ref": 37707 + }, + "15": { + "Dice": 0.23867232728676188, + "FN": 25840, + "FP": 3749, + "IoU": 0.1355070558331142, + "TN": 316237, + "TP": 4638, + "n_pred": 8387, + "n_ref": 30478 + }, + "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": 80, + "IoU": 0.0, + "TN": 350384, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5682, + "IoU": 0.0, + "TN": 344782, + "TP": 0, + "n_pred": 5682, + "n_ref": 0 + }, + "8": { + "Dice": 0.6350052512650775, + "FN": 45872, + "FP": 2, + "IoU": 0.46520710197134496, + "TN": 264685, + "TP": 39905, + "n_pred": 39907, + "n_ref": 85777 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4353, + "IoU": 0.0, + "TN": 521343, + "TP": 0, + "n_pred": 4353, + "n_ref": 0 + }, + "10": { + "Dice": 0.5409520010636883, + "FN": 9216, + "FP": 4594, + "IoU": 0.3707568232560259, + "TN": 503749, + "TP": 8137, + "n_pred": 12731, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 519602, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5448, + "IoU": 0.0, + "TN": 520248, + "TP": 0, + "n_pred": 5448, + "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": 1332, + "IoU": 0.0, + "TN": 524364, + "TP": 0, + "n_pred": 1332, + "n_ref": 0 + }, + "2": { + "Dice": 0.35603486482493724, + "FN": 114, + "FP": 17322, + "IoU": 0.2165708123652049, + "TN": 503440, + "TP": 4820, + "n_pred": 22142, + "n_ref": 4934 + }, + "3": { + "Dice": 0.025520527380719273, + "FN": 16276, + "FP": 13584, + "IoU": 0.012925192555617996, + "TN": 495445, + "TP": 391, + "n_pred": 13975, + "n_ref": 16667 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 525601, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 525165, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "6": { + "Dice": 0.0062472631732593785, + "FN": 33, + "FP": 34008, + "IoU": 0.0031334192339229237, + "TN": 491548, + "TP": 107, + "n_pred": 34115, + "n_ref": 140 + }, + "7": { + "Dice": 0.003935599284436494, + "FN": 0, + "FP": 11136, + "IoU": 0.00197167951245743, + "TN": 514538, + "TP": 22, + "n_pred": 11158, + "n_ref": 22 + }, + "8": { + "Dice": 0.914271701814615, + "FN": 1400, + "FP": 348, + "IoU": 0.8420814888427138, + "TN": 514627, + "TP": 9321, + "n_pred": 9669, + "n_ref": 10721 + }, + "9": { + "Dice": 0.6652652405094597, + "FN": 2284, + "FP": 423, + "IoU": 0.49842505095423384, + "TN": 520299, + "TP": 2690, + "n_pred": 3113, + "n_ref": 4974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 409, + "IoU": 0.0, + "TN": 174823, + "TP": 0, + "n_pred": 409, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9200683619037754, + "FN": 6176, + "FP": 1541, + "IoU": 0.8519690778999061, + "TN": 123101, + "TP": 44414, + "n_pred": 45955, + "n_ref": 50590 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 550, + "IoU": 0.0, + "TN": 174682, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + }, + "6": { + "Dice": 0.9325679913440554, + "FN": 835, + "FP": 2842, + "IoU": 0.8736556368759234, + "TN": 146129, + "TP": 25426, + "n_pred": 28268, + "n_ref": 26261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8296810949767248, + "FN": 9141, + "FP": 3116, + "IoU": 0.7089359074826055, + "TN": 308353, + "TP": 29854, + "n_pred": 32970, + "n_ref": 38995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7222758525581671, + "FN": 9443, + "FP": 4654, + "IoU": 0.5652830886887875, + "TN": 318036, + "TP": 18331, + "n_pred": 22985, + "n_ref": 27774 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.44241920123443396, + "FN": 92175, + "FP": 331, + "IoU": 0.28404253672430074, + "TN": 221258, + "TP": 36700, + "n_pred": 37031, + "n_ref": 128875 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90932, + "IoU": 0.0, + "TN": 259532, + "TP": 0, + "n_pred": 90932, + "n_ref": 0 + }, + "4": { + "Dice": 0.5664, + "FN": 2981, + "FP": 0, + "IoU": 0.3950892857142857, + "TN": 345536, + "TP": 1947, + "n_pred": 1947, + "n_ref": 4928 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 350345, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "6": { + "Dice": 0.8561971312982715, + "FN": 2566, + "FP": 171, + "IoU": 0.7485530546623794, + "TN": 339579, + "TP": 8148, + "n_pred": 8319, + "n_ref": 10714 + }, + "7": { + "Dice": 0.28971261974177426, + "FN": 5162, + "FP": 3365, + "IoU": 0.1693941165010715, + "TN": 340198, + "TP": 1739, + "n_pred": 5104, + "n_ref": 6901 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9498376412521107, + "FN": 1710, + "FP": 221, + "IoU": 0.9044674219561668, + "TN": 330251, + "TP": 18282, + "n_pred": 18503, + "n_ref": 19992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 2087.5777777777776, + "FP": 1532.48, + "IoU": NaN, + "TN": 317735.12444444443, + "TP": 5744.551111111111, + "n_pred": 7277.0311111111105, + "n_ref": 7832.128888888888 + }, + "mean": { + "1": { + "Dice": 0.4277425565825855, + "FN": 600.1333333333333, + "FP": 716.2666666666667, + "IoU": 0.38530169916719686, + "TN": 316492.4, + "TP": 9290.933333333332, + "n_pred": 10007.2, + "n_ref": 9891.066666666668 + }, + "10": { + "Dice": 0.2546510444822929, + "FN": 483.4, + "FP": 623.8666666666667, + "IoU": 0.20769006527445116, + "TN": 324091.8, + "TP": 1900.6666666666667, + "n_pred": 2524.5333333333333, + "n_ref": 2384.0666666666666 + }, + "11": { + "Dice": 0.09063228583384812, + "FN": 864.8666666666667, + "FP": 30.333333333333332, + "IoU": 0.052389674552965865, + "TN": 326155.93333333335, + "TP": 48.6, + "n_pred": 78.93333333333334, + "n_ref": 913.4666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 338.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 326761.4, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 338.3333333333333 + }, + "13": { + "Dice": 0.07911338448422847, + "FN": 338.2, + "FP": 104.86666666666666, + "IoU": 0.049309245483528164, + "TN": 326641.2, + "TP": 15.466666666666667, + "n_pred": 120.33333333333333, + "n_ref": 353.6666666666667 + }, + "14": { + "Dice": 0.15121876476371668, + "FN": 1933.9333333333334, + "FP": 6729.733333333334, + "IoU": 0.13839160512293167, + "TN": 308961.6666666667, + "TP": 9474.4, + "n_pred": 16204.133333333333, + "n_ref": 11408.333333333334 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 327099.73333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.7893778970730206, + "FN": 952.2, + "FP": 4180.533333333334, + "IoU": 0.6957050758414965, + "TN": 315358.73333333334, + "TP": 6608.266666666666, + "n_pred": 10788.8, + "n_ref": 7560.466666666666 + }, + "3": { + "Dice": 0.2356284507957129, + "FN": 48.733333333333334, + "FP": 480.8666666666667, + "IoU": 0.22281941031941033, + "TN": 325409.3333333333, + "TP": 1160.8, + "n_pred": 1641.6666666666667, + "n_ref": 1209.5333333333333 + }, + "4": { + "Dice": 0.0, + "FN": 1.2666666666666666, + "FP": 99.2, + "IoU": 0.0, + "TN": 326999.26666666666, + "TP": 0.0, + "n_pred": 99.2, + "n_ref": 1.2666666666666666 + }, + "5": { + "Dice": 0.6804090245090083, + "FN": 240.33333333333334, + "FP": 678.5333333333333, + "IoU": 0.5156211562115621, + "TN": 325202.73333333334, + "TP": 978.1333333333333, + "n_pred": 1656.6666666666667, + "n_ref": 1218.4666666666667 + }, + "6": { + "Dice": 0.6842105430164336, + "FN": 15205.733333333334, + "FP": 3782.3333333333335, + "IoU": 0.5769657451916878, + "TN": 275470.93333333335, + "TP": 32640.733333333334, + "n_pred": 36423.066666666666, + "n_ref": 47846.46666666667 + }, + "7": { + "Dice": 0.423832675011916, + "FN": 9712.466666666667, + "FP": 5066.4, + "IoU": 0.3375109115241772, + "TN": 292036.13333333336, + "TP": 20284.733333333334, + "n_pred": 25351.133333333335, + "n_ref": 29997.2 + }, + "8": { + "Dice": 0.4657918850384102, + "FN": 119.0, + "FP": 45.6, + "IoU": 0.4364564336372847, + "TN": 325423.06666666665, + "TP": 1512.0666666666666, + "n_pred": 1557.6666666666667, + "n_ref": 1631.0666666666666 + }, + "9": { + "Dice": 0.44641548999674363, + "FN": 475.06666666666666, + "FP": 448.6666666666667, + "IoU": 0.3678824639456638, + "TN": 323922.5333333333, + "TP": 2253.4666666666667, + "n_pred": 2702.133333333333, + "n_ref": 2728.5333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9676552160824117, + "FN": 8018, + "FP": 717, + "IoU": 0.9373372454213506, + "TN": 211067, + "TP": 130662, + "n_pred": 131379, + "n_ref": 138680 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 687, + "IoU": 0.0, + "TN": 349777, + "TP": 0, + "n_pred": 687, + "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": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68012, + "IoU": 0.0, + "TN": 282452, + "TP": 0, + "n_pred": 68012, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3719776813391196, + "FN": 972, + "FP": 41, + "IoU": 0.2284843869002285, + "TN": 349151, + "TP": 300, + "n_pred": 341, + "n_ref": 1272 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 880, + "IoU": 0.0, + "TN": 349584, + "TP": 0, + "n_pred": 880, + "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": 0.6035293453451516, + "FN": 98187, + "FP": 129, + "IoU": 0.43218190323828887, + "TN": 177317, + "TP": 74831, + "n_pred": 74960, + "n_ref": 173018 + }, + "7": { + "Dice": 0.07088220295767465, + "FN": 8, + "FP": 3636, + "IoU": 0.03674332540311922, + "TN": 346681, + "TP": 139, + "n_pred": 3775, + "n_ref": 147 + }, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5946, + "IoU": 0.0, + "TN": 344518, + "TP": 0, + "n_pred": 5946, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 346930, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3955669224211424, + "FN": 704, + "FP": 5, + "IoU": 0.24654622741764082, + "TN": 349523, + "TP": 232, + "n_pred": 237, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9357021473814305, + "FN": 1794, + "FP": 287, + "IoU": 0.8791731986297393, + "TN": 333241, + "TP": 15142, + "n_pred": 15429, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 792, + "IoU": 0.0, + "TN": 349672, + "TP": 0, + "n_pred": 792, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": 0.6804090245090083, + "FN": 3605, + "FP": 10178, + "IoU": 0.5156211562115621, + "TN": 322009, + "TP": 14672, + "n_pred": 24850, + "n_ref": 18277 + }, + "6": { + "Dice": 0.7850405250591548, + "FN": 17437, + "FP": 2640, + "IoU": 0.6461454404455568, + "TN": 293726, + "TP": 36661, + "n_pred": 39301, + "n_ref": 54098 + }, + "7": { + "Dice": 0.2336899435907411, + "FN": 34293, + "FP": 5103, + "IoU": 0.13230403277316477, + "TN": 305061, + "TP": 6007, + "n_pred": 11110, + "n_ref": 40300 + }, + "8": { + "Dice": 0.9560637150170287, + "FN": 1771, + "FP": 306, + "IoU": 0.9158257345491388, + "TN": 325789, + "TP": 22598, + "n_pred": 22904, + "n_ref": 24369 + }, + "9": { + "Dice": 0.6234084982359257, + "FN": 1919, + "FP": 536, + "IoU": 0.45286382883886783, + "TN": 345977, + "TP": 2032, + "n_pred": 2568, + "n_ref": 3951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.9073125885823001, + "FN": 29009, + "FP": 27, + "IoU": 0.8303496307375899, + "TN": 4080, + "TP": 142116, + "n_pred": 142143, + "n_ref": 171125 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7583640909632099, + "FN": 2729, + "FP": 5389, + "IoU": 0.6107781560147673, + "TN": 329607, + "TP": 12739, + "n_pred": 18128, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3916, + "FP": 1377, + "IoU": 0.0, + "TN": 345171, + "TP": 0, + "n_pred": 1377, + "n_ref": 3916 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6691129765620359, + "FN": 10688, + "FP": 61721, + "IoU": 0.5027571572781399, + "TN": 204843, + "TP": 73212, + "n_pred": 134933, + "n_ref": 83900 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4148, + "IoU": 0.0, + "TN": 346316, + "TP": 0, + "n_pred": 4148, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 350400, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9379151025122726, + "FN": 669, + "FP": 1051, + "IoU": 0.8830886351277868, + "TN": 335752, + "TP": 12992, + "n_pred": 14043, + "n_ref": 13661 + }, + "7": { + "Dice": 0.7328139676225206, + "FN": 48346, + "FP": 12, + "IoU": 0.5783002249856114, + "TN": 235790, + "TP": 66316, + "n_pred": 66328, + "n_ref": 114662 + }, + "8": { + "Dice": 0.907103825136612, + "FN": 14, + "FP": 3, + "IoU": 0.83, + "TN": 350364, + "TP": 83, + "n_pred": 86, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2330, + "IoU": 0.0, + "TN": 348134, + "TP": 0, + "n_pred": 2330, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__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": 0.0, + "FN": 0, + "FP": 1143, + "IoU": 0.0, + "TN": 524553, + "TP": 0, + "n_pred": 1143, + "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": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "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": 0.0016590626296142678, + "FN": 0, + "FP": 43326, + "IoU": 0.0008302200083022001, + "TN": 482334, + "TP": 36, + "n_pred": 43362, + "n_ref": 36 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47293, + "IoU": 0.0, + "TN": 478403, + "TP": 0, + "n_pred": 47293, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6831395348837209, + "FN": 213, + "FP": 5, + "IoU": 0.5187637969094923, + "TN": 174779, + "TP": 235, + "n_pred": 240, + "n_ref": 448 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7834548270824616, + "FN": 58841, + "FP": 155, + "IoU": 0.6439997827648006, + "TN": 9513, + "TP": 106723, + "n_pred": 106878, + "n_ref": 165564 + }, + "7": { + "Dice": 0.0030321078564080352, + "FN": 710, + "FP": 17703, + "IoU": 0.0015183558375359255, + "TN": 156791, + "TP": 28, + "n_pred": 17731, + "n_ref": 738 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 504, + "FP": 0, + "IoU": 0.0, + "TN": 174728, + "TP": 0, + "n_pred": 0, + "n_ref": 504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 25289, + "IoU": 0.0, + "TN": 149943, + "TP": 0, + "n_pred": 25289, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6579324462640737, + "FN": 145, + "FP": 1526, + "IoU": 0.4902379499694936, + "TN": 171954, + "TP": 1607, + "n_pred": 3133, + "n_ref": 1752 + }, + "7": { + "Dice": 0.7481331289253746, + "FN": 56023, + "FP": 0, + "IoU": 0.5976139685549499, + "TN": 36005, + "TP": 83204, + "n_pred": 83204, + "n_ref": 139227 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346210189354891, + "FN": 894, + "FP": 311, + "IoU": 0.8772662456712161, + "TN": 340646, + "TP": 8613, + "n_pred": 8924, + "n_ref": 9507 + }, + "10": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 350290, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2267, + "IoU": 0.0, + "TN": 348197, + "TP": 0, + "n_pred": 2267, + "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": 0.3363287802540139, + "FN": 10455, + "FP": 623, + "IoU": 0.20216060496939142, + "TN": 336579, + "TP": 2807, + "n_pred": 3430, + "n_ref": 13262 + }, + "7": { + "Dice": 0.9856351619390129, + "FN": 3221, + "FP": 965, + "IoU": 0.9716771766488944, + "TN": 202668, + "TP": 143610, + "n_pred": 144575, + "n_ref": 146831 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 350130, + "TP": 0, + "n_pred": 334, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 500, + "IoU": 0.0, + "TN": 174732, + "TP": 0, + "n_pred": 500, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5350, + "IoU": 0.0, + "TN": 169882, + "TP": 0, + "n_pred": 5350, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4815295300489735, + "FN": 31494, + "FP": 478, + "IoU": 0.31711484653666244, + "TN": 128413, + "TP": 14847, + "n_pred": 15325, + "n_ref": 46341 + }, + "7": { + "Dice": 0.5501572876616567, + "FN": 27, + "FP": 1260, + "IoU": 0.37945998071359693, + "TN": 173158, + "TP": 787, + "n_pred": 2047, + "n_ref": 814 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6727748691099477, + "FN": 4, + "FP": 246, + "IoU": 0.5069033530571992, + "TN": 349957, + "TP": 257, + "n_pred": 503, + "n_ref": 261 + }, + "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": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "11": { + "Dice": 0.0010013351134846463, + "FN": 5986, + "FP": 0, + "IoU": 0.0005009183503088997, + "TN": 169243, + "TP": 3, + "n_pred": 3, + "n_ref": 5989 + }, + "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": 118, + "IoU": 0.0, + "TN": 175114, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9534007535197303, + "FN": 83, + "FP": 152, + "IoU": 0.9109511178476696, + "TN": 172593, + "TP": 2404, + "n_pred": 2556, + "n_ref": 2487 + }, + "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": 162, + "IoU": 0.0, + "TN": 175070, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9180243385375795, + "FN": 5322, + "FP": 1677, + "IoU": 0.8484704150338825, + "TN": 129043, + "TP": 39190, + "n_pred": 40867, + "n_ref": 44512 + }, + "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": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "9": { + "Dice": 0.6725642558278542, + "FN": 2505, + "FP": 2973, + "IoU": 0.506664265129683, + "TN": 164128, + "TP": 5626, + "n_pred": 8599, + "n_ref": 8131 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3270, + "IoU": 0.0, + "TN": 171962, + "TP": 0, + "n_pred": 3270, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7577182580249437, + "FN": 1039, + "FP": 1331, + "IoU": 0.6099407504937459, + "TN": 169156, + "TP": 3706, + "n_pred": 5037, + "n_ref": 4745 + }, + "7": { + "Dice": 0.7321647677475899, + "FN": 3056, + "FP": 0, + "IoU": 0.5774920503248998, + "TN": 167999, + "TP": 4177, + "n_pred": 4177, + "n_ref": 7233 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.664179104477612, + "FN": 90, + "FP": 0, + "IoU": 0.4972067039106145, + "TN": 525517, + "TP": 89, + "n_pred": 89, + "n_ref": 179 + }, + "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": 0.9490740740740741, + "FN": 182, + "FP": 500, + "IoU": 0.9030837004405287, + "TN": 518659, + "TP": 6355, + "n_pred": 6855, + "n_ref": 6537 + }, + "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": 0.9859367855243143, + "FN": 1511, + "FP": 1503, + "IoU": 0.9722636335192241, + "TN": 417030, + "TP": 105652, + "n_pred": 107155, + "n_ref": 107163 + }, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8503557744937055, + "FN": 3631, + "FP": 1837, + "IoU": 0.7396686345458008, + "TN": 855156, + "TP": 15536, + "n_pred": 17373, + "n_ref": 19167 + }, + "11": { + "Dice": 0.2708955223880597, + "FN": 3453, + "FP": 455, + "IoU": 0.15666810530858868, + "TN": 871526, + "TP": 726, + "n_pred": 1181, + "n_ref": 4179 + }, + "12": { + "Dice": 0.0, + "FN": 5075, + "FP": 0, + "IoU": 0.0, + "TN": 871085, + "TP": 0, + "n_pred": 0, + "n_ref": 5075 + }, + "13": { + "Dice": 0.0, + "FN": 453, + "FP": 35, + "IoU": 0.0, + "TN": 875672, + "TP": 0, + "n_pred": 35, + "n_ref": 453 + }, + "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": 0.8569997495617331, + "FN": 564, + "FP": 7, + "IoU": 0.7497808939526731, + "TN": 873878, + "TP": 1711, + "n_pred": 1718, + "n_ref": 2275 + }, + "3": { + "Dice": 0.9425138031828516, + "FN": 731, + "FP": 1393, + "IoU": 0.8912776412776413, + "TN": 856624, + "TP": 17412, + "n_pred": 18805, + "n_ref": 18143 + }, + "4": { + "Dice": 0.0, + "FN": 19, + "FP": 1255, + "IoU": 0.0, + "TN": 874886, + "TP": 0, + "n_pred": 1255, + "n_ref": 19 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728931888211338, + "FN": 2982, + "FP": 2050, + "IoU": 0.9472171523276061, + "TN": 780826, + "TP": 90302, + "n_pred": 92352, + "n_ref": 93284 + }, + "7": { + "Dice": 0.18181818181818182, + "FN": 3, + "FP": 24, + "IoU": 0.1, + "TN": 876130, + "TP": 3, + "n_pred": 27, + "n_ref": 6 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9361046959199384, + "FN": 2702, + "FP": 867, + "IoU": 0.8798842257597684, + "TN": 846447, + "TP": 26144, + "n_pred": 27011, + "n_ref": 28846 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.21790447581773817, + "FN": 4339.213333333334, + "FP": 3713.3555555555554, + "IoU": 0.18060538577529656, + "TN": 291187.51999999996, + "TP": 4495.377777777777, + "n_pred": 8208.733333333334, + "n_ref": 8834.591111111113 + }, + "mean": { + "1": { + "Dice": 0.10956106742113414, + "FN": 16591.266666666666, + "FP": 92.13333333333334, + "IoU": 0.06986412276676236, + "TN": 283850.0, + "TP": 3202.0666666666666, + "n_pred": 3294.2, + "n_ref": 19793.333333333332 + }, + "10": { + "Dice": 0.2295318865204341, + "FN": 8172.533333333334, + "FP": 263.2, + "IoU": 0.17283432718625436, + "TN": 294298.3333333333, + "TP": 1001.4, + "n_pred": 1264.6, + "n_ref": 9173.933333333332 + }, + "11": { + "Dice": 0.0, + "FN": 834.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 302900.6666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 834.8 + }, + "12": { + "Dice": 0.0, + "FN": 362.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 303372.86666666664, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 362.6 + }, + "13": { + "Dice": 0.1710715955722617, + "FN": 1006.6666666666666, + "FP": 358.8666666666667, + "IoU": 0.12804529122232336, + "TN": 301327.4666666667, + "TP": 1042.4666666666667, + "n_pred": 1401.3333333333333, + "n_ref": 2049.133333333333 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.0666666666666667, + "IoU": 0.0, + "TN": 303734.4, + "TP": 0.0, + "n_pred": 1.0666666666666667, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.4, + "IoU": 0.0, + "TN": 303735.06666666665, + "TP": 0.0, + "n_pred": 0.4, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.31267709022972706, + "FN": 3996.266666666667, + "FP": 14624.466666666667, + "IoU": 0.2639030474362539, + "TN": 266950.6, + "TP": 18164.133333333335, + "n_pred": 32788.6, + "n_ref": 22160.4 + }, + "3": { + "Dice": 0.2410976177645856, + "FN": 13682.866666666667, + "FP": 788.2, + "IoU": 0.19084370244299187, + "TN": 285901.6, + "TP": 3362.8, + "n_pred": 4151.0, + "n_ref": 17045.666666666668 + }, + "4": { + "Dice": 0.15168883347115125, + "FN": 2258.6, + "FP": 681.4, + "IoU": 0.0946500254775578, + "TN": 299843.73333333334, + "TP": 951.7333333333333, + "n_pred": 1633.1333333333334, + "n_ref": 3210.3333333333335 + }, + "5": { + "Dice": 0.40230735812322, + "FN": 749.6, + "FP": 97.93333333333334, + "IoU": 0.33655036881494643, + "TN": 301221.06666666665, + "TP": 1666.8666666666666, + "n_pred": 1764.8, + "n_ref": 2416.4666666666667 + }, + "6": { + "Dice": 0.4918932404858086, + "FN": 3039.0666666666666, + "FP": 35657.933333333334, + "IoU": 0.4325547985536762, + "TN": 235985.53333333333, + "TP": 29052.933333333334, + "n_pred": 64710.86666666667, + "n_ref": 32092.0 + }, + "7": { + "Dice": 0.23749442313890898, + "FN": 13308.266666666666, + "FP": 1797.8666666666666, + "IoU": 0.16193244420259065, + "TN": 283892.8, + "TP": 4736.533333333334, + "n_pred": 6534.4, + "n_ref": 18044.8 + }, + "8": { + "Dice": 0.48579919869489446, + "FN": 916.8666666666667, + "FP": 56.2, + "IoU": 0.47196325800525196, + "TN": 300294.86666666664, + "TP": 2467.5333333333333, + "n_pred": 2523.733333333333, + "n_ref": 3384.4 + }, + "9": { + "Dice": 0.4354448258439469, + "FN": 168.8, + "FP": 1280.6666666666667, + "IoU": 0.38593940052083947, + "TN": 300503.8, + "TP": 1782.2, + "n_pred": 3062.866666666667, + "n_ref": 1951.0 + } + }, + "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": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9522739562060656, + "FN": 5548, + "FP": 3543, + "IoU": 0.9088959483700282, + "TN": 75445, + "TP": 90696, + "n_pred": 94239, + "n_ref": 96244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 875992, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "10": { + "Dice": 0.3520440584621902, + "FN": 2837, + "FP": 222, + "IoU": 0.2136246786632391, + "TN": 872270, + "TP": 831, + "n_pred": 1053, + "n_ref": 3668 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1087, + "IoU": 0.0, + "TN": 875073, + "TP": 0, + "n_pred": 1087, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33264, + "IoU": 0.0, + "TN": 842896, + "TP": 0, + "n_pred": 33264, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 875462, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6286, + "IoU": 0.0, + "TN": 869874, + "TP": 0, + "n_pred": 6286, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3857461067497484, + "FN": 1103, + "FP": 253426, + "IoU": 0.23896247570638363, + "TN": 541710, + "TP": 79921, + "n_pred": 333347, + "n_ref": 81024 + }, + "7": { + "Dice": 0.5575284928856273, + "FN": 61814, + "FP": 13192, + "IoU": 0.38650918935719486, + "TN": 753899, + "TP": 47255, + "n_pred": 60447, + "n_ref": 109069 + }, + "8": { + "Dice": 0.0013832454396126913, + "FN": 11551, + "FP": 0, + "IoU": 0.0006921013928540531, + "TN": 864601, + "TP": 8, + "n_pred": 8, + "n_ref": 11559 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3095, + "IoU": 0.0, + "TN": 873065, + "TP": 0, + "n_pred": 3095, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.5475477054092415, + "FN": 2869, + "FP": 0, + "IoU": 0.3769815418023887, + "TN": 170627, + "TP": 1736, + "n_pred": 1736, + "n_ref": 4605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 570, + "IoU": 0.0, + "TN": 174662, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "6": { + "Dice": 0.0004780686028445082, + "FN": 25089, + "FP": 0, + "IoU": 0.00023909145248057382, + "TN": 150137, + "TP": 6, + "n_pred": 6, + "n_ref": 25095 + }, + "7": { + "Dice": 0.22282301385354822, + "FN": 43078, + "FP": 904, + "IoU": 0.12538031698053176, + "TN": 124945, + "TP": 6305, + "n_pred": 7209, + "n_ref": 49383 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8675, + "IoU": 0.0, + "TN": 166557, + "TP": 0, + "n_pred": 8675, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4142, + "IoU": 0.0, + "TN": 171090, + "TP": 0, + "n_pred": 4142, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07545600837715685, + "FN": 120063, + "FP": 14, + "IoU": 0.03920721412739944, + "TN": 50255, + "TP": 4900, + "n_pred": 4914, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 153386, + "IoU": 0.0, + "TN": 21846, + "TP": 0, + "n_pred": 153386, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 32887, + "FP": 0, + "IoU": 0.0, + "TN": 142345, + "TP": 0, + "n_pred": 0, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 174304, + "TP": 0, + "n_pred": 928, + "n_ref": 0 + }, + "10": { + "Dice": 0.07885200753732426, + "FN": 25245, + "FP": 175, + "IoU": 0.04104421306775313, + "TN": 148724, + "TP": 1088, + "n_pred": 1263, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0695837780149413, + "FN": 4226, + "FP": 133, + "IoU": 0.036045997346306945, + "TN": 170710, + "TP": 163, + "n_pred": 296, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8041547035973653, + "FN": 2134, + "FP": 9462, + "IoU": 0.67245713640087, + "TN": 139829, + "TP": 23807, + "n_pred": 33269, + "n_ref": 25941 + }, + "7": { + "Dice": 0.5121975163206204, + "FN": 19482, + "FP": 394, + "IoU": 0.3442644584474283, + "TN": 144921, + "TP": 10435, + "n_pred": 10829, + "n_ref": 29917 + }, + "8": { + "Dice": 0.0, + "FN": 832, + "FP": 0, + "IoU": 0.0, + "TN": 174400, + "TP": 0, + "n_pred": 0, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5303, + "IoU": 0.0, + "TN": 169929, + "TP": 0, + "n_pred": 5303, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0708125115676476, + "FN": 50143, + "FP": 61, + "IoU": 0.0367058733234837, + "TN": 123115, + "TP": 1913, + "n_pred": 1974, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9003083247687564, + "FN": 75, + "FP": 22, + "IoU": 0.8186915887850468, + "TN": 174697, + "TP": 438, + "n_pred": 460, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10272, + "IoU": 0.0, + "TN": 164960, + "TP": 0, + "n_pred": 10272, + "n_ref": 0 + }, + "7": { + "Dice": 0.21237003615166886, + "FN": 27487, + "FP": 618, + "IoU": 0.11879977425221044, + "TN": 143338, + "TP": 3789, + "n_pred": 4407, + "n_ref": 31276 + }, + "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": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "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": 2430, + "IoU": 0.0, + "TN": 348034, + "TP": 0, + "n_pred": 2430, + "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": 0.8921107073431653, + "FN": 24504, + "FP": 1415, + "IoU": 0.8052345241136777, + "TN": 217386, + "TP": 107159, + "n_pred": 108574, + "n_ref": 131663 + }, + "3": { + "Dice": 0.0, + "FN": 23, + "FP": 4163, + "IoU": 0.0, + "TN": 346278, + "TP": 0, + "n_pred": 4163, + "n_ref": 23 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.80461471624644, + "FN": 11244, + "FP": 899, + "IoU": 0.6731007376298929, + "TN": 313318, + "TP": 25003, + "n_pred": 25902, + "n_ref": 36247 + }, + "6": { + "Dice": 0.6476208317721993, + "FN": 1842, + "FP": 1920, + "IoU": 0.47887519046959415, + "TN": 343245, + "TP": 3457, + "n_pred": 5377, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 5, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 5, + "n_ref": 1 + }, + "8": { + "Dice": 0.9790581371118983, + "FN": 586, + "FP": 218, + "IoU": 0.9589754056536381, + "TN": 330866, + "TP": 18794, + "n_pred": 19012, + "n_ref": 19380 + }, + "9": { + "Dice": 0.878286270691334, + "FN": 1042, + "FP": 208, + "IoU": 0.7829861111111112, + "TN": 344704, + "TP": 4510, + "n_pred": 4718, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 4883, + "IoU": 0.0, + "TN": 170349, + "TP": 0, + "n_pred": 4883, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.46269821502698216, + "FN": 32359, + "FP": 0, + "IoU": 0.3009807310118379, + "TN": 128940, + "TP": 13933, + "n_pred": 13933, + "n_ref": 46292 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796838753990436, + "FN": 2038, + "FP": 2665, + "IoU": 0.9601768038138141, + "TN": 57135, + "TP": 113394, + "n_pred": 116059, + "n_ref": 115432 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3865, + "IoU": 0.0, + "TN": 171367, + "TP": 0, + "n_pred": 3865, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 348440, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "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": 325, + "IoU": 0.0, + "TN": 350139, + "TP": 0, + "n_pred": 325, + "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": 0.6615983306074108, + "FN": 7306, + "FP": 22695, + "IoU": 0.49431971413160736, + "TN": 291136, + "TP": 29327, + "n_pred": 52022, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 23789, + "FP": 0, + "IoU": 0.0, + "TN": 326675, + "TP": 0, + "n_pred": 0, + "n_ref": 23789 + }, + "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": 0.7650597551731367, + "FN": 435, + "FP": 14132, + "IoU": 0.6195115580514562, + "TN": 312179, + "TP": 23718, + "n_pred": 37850, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 350075, + "TP": 0, + "n_pred": 389, + "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": 9577, + "IoU": 0.0, + "TN": 340887, + "TP": 0, + "n_pred": 9577, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.857811320754717, + "FN": 1794, + "FP": 1974, + "IoU": 0.7510241839566539, + "TN": 160098, + "TP": 11366, + "n_pred": 13340, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7765805687923028, + "FN": 6912, + "FP": 449, + "IoU": 0.6347623300585492, + "TN": 155078, + "TP": 12793, + "n_pred": 13242, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9244543928371572, + "FN": 1227, + "FP": 123, + "IoU": 0.8595213319458896, + "TN": 165622, + "TP": 8260, + "n_pred": 8383, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.14405711885762285, + "FN": 141, + "FP": 3935, + "IoU": 0.0776193708983933, + "TN": 170813, + "TP": 343, + "n_pred": 4278, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8852608745290558, + "FN": 5991, + "FP": 3054, + "IoU": 0.794141745186399, + "TN": 131294, + "TP": 34893, + "n_pred": 37947, + "n_ref": 40884 + }, + "7": { + "Dice": 0.426299957026214, + "FN": 897, + "FP": 438, + "IoU": 0.2708902239213545, + "TN": 173401, + "TP": 496, + "n_pred": 934, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8430542028132008, + "FN": 882, + "FP": 6047, + "IoU": 0.728689455342809, + "TN": 149693, + "TP": 18610, + "n_pred": 24657, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5110978845820003, + "FN": 78663, + "FP": 193, + "IoU": 0.34327164914969105, + "TN": 230390, + "TP": 41218, + "n_pred": 41411, + "n_ref": 119881 + }, + "10": { + "Dice": 0.0, + "FN": 5260, + "FP": 11, + "IoU": 0.0, + "TN": 345193, + "TP": 0, + "n_pred": 11, + "n_ref": 5260 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 349038, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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": 36822, + "IoU": 0.0, + "TN": 313642, + "TP": 0, + "n_pred": 36822, + "n_ref": 0 + }, + "3": { + "Dice": 0.5601682569391516, + "FN": 44453, + "FP": 1136, + "IoU": 0.3890511927097293, + "TN": 275844, + "TP": 29031, + "n_pred": 30167, + "n_ref": 73484 + }, + "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": 75640, + "IoU": 0.0, + "TN": 274824, + "TP": 0, + "n_pred": 75640, + "n_ref": 0 + }, + "7": { + "Dice": 0.7575187969924813, + "FN": 6, + "FP": 768, + "IoU": 0.6096822995461422, + "TN": 348481, + "TP": 1209, + "n_pred": 1977, + "n_ref": 1215 + }, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 83861, + "FP": 1565, + "IoU": 0.0, + "TN": 790734, + "TP": 0, + "n_pred": 1565, + "n_ref": 83861 + }, + "11": { + "Dice": 0.0, + "FN": 8531, + "FP": 0, + "IoU": 0.0, + "TN": 867629, + "TP": 0, + "n_pred": 0, + "n_ref": 8531 + }, + "12": { + "Dice": 0.0, + "FN": 3975, + "FP": 0, + "IoU": 0.0, + "TN": 872185, + "TP": 0, + "n_pred": 0, + "n_ref": 3975 + }, + "13": { + "Dice": 0.5224084177708496, + "FN": 3962, + "FP": 940, + "IoU": 0.3535540023737307, + "TN": 868577, + "TP": 2681, + "n_pred": 3621, + "n_ref": 6643 + }, + "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": 0.6486074715095375, + "FN": 26907, + "FP": 111477, + "IoU": 0.47995490417136416, + "TN": 610060, + "TP": 127716, + "n_pred": 239193, + "n_ref": 154623 + }, + "3": { + "Dice": 0.2272067426441912, + "FN": 136903, + "FP": 5767, + "IoU": 0.12816313560616707, + "TN": 712517, + "TP": 20973, + "n_pred": 26740, + "n_ref": 157876 + }, + "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": 0.9743339542860522, + "FN": 1406, + "FP": 2066, + "IoU": 0.9499524317467639, + "TN": 806786, + "TP": 65902, + "n_pred": 67968, + "n_ref": 67308 + }, + "7": { + "Dice": 0.16119526443674714, + "FN": 13972, + "FP": 2253, + "IoU": 0.08766306792622582, + "TN": 858376, + "TP": 1559, + "n_pred": 3812, + "n_ref": 15531 + }, + "8": { + "Dice": 0.9627554122280669, + "FN": 784, + "FP": 625, + "IoU": 0.9281855249745158, + "TN": 856540, + "TP": 18211, + "n_pred": 18836, + "n_ref": 18995 + }, + "9": { + "Dice": 0.8913284815591465, + "FN": 608, + "FP": 273, + "IoU": 0.8039608366711171, + "TN": 871666, + "TP": 3613, + "n_pred": 3886, + "n_ref": 4221 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.30046718218148505, + "FN": 3204.8266666666673, + "FP": 2123.0888888888894, + "IoU": 0.24886663968709521, + "TN": 213817.28000000006, + "TP": 2815.337777777778, + "n_pred": 4938.426666666666, + "n_ref": 6020.164444444444 + }, + "mean": { + "1": { + "Dice": 0.45995482653311376, + "FN": 633.5333333333333, + "FP": 4051.133333333333, + "IoU": 0.42584939851142184, + "TN": 212810.6, + "TP": 4465.266666666666, + "n_pred": 8516.4, + "n_ref": 5098.8 + }, + "10": { + "Dice": 0.2358425950416616, + "FN": 342.93333333333334, + "FP": 1859.4666666666667, + "IoU": 0.18960859940333813, + "TN": 218177.46666666667, + "TP": 1580.6666666666667, + "n_pred": 3440.133333333333, + "n_ref": 1923.6 + }, + "11": { + "Dice": 0.11789473684210526, + "FN": 6.0, + "FP": 23.733333333333334, + "IoU": 0.06682577565632458, + "TN": 221927.06666666668, + "TP": 3.7333333333333334, + "n_pred": 27.466666666666665, + "n_ref": 9.733333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 262.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 221697.73333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 262.8 + }, + "13": { + "Dice": 0.08465924506354239, + "FN": 1672.4, + "FP": 813.9333333333333, + "IoU": 0.06259309467573239, + "TN": 218919.26666666666, + "TP": 554.9333333333333, + "n_pred": 1368.8666666666666, + "n_ref": 2227.3333333333335 + }, + "14": { + "Dice": 0.3747991196179014, + "FN": 11969.866666666667, + "FP": 871.9333333333333, + "IoU": 0.31842513785185195, + "TN": 206623.2, + "TP": 2495.5333333333333, + "n_pred": 3367.4666666666667, + "n_ref": 14465.4 + }, + "15": { + "Dice": 0.3770367297207682, + "FN": 12364.333333333334, + "FP": 321.93333333333334, + "IoU": 0.2906865830738418, + "TN": 205984.46666666667, + "TP": 3289.8, + "n_pred": 3611.733333333333, + "n_ref": 15654.133333333333 + }, + "2": { + "Dice": 0.4740967641972432, + "FN": 118.73333333333333, + "FP": 1018.8, + "IoU": 0.45074526184420116, + "TN": 219586.26666666666, + "TP": 1236.7333333333333, + "n_pred": 2255.5333333333333, + "n_ref": 1355.4666666666667 + }, + "3": { + "Dice": 0.8547115662733011, + "FN": 1474.3333333333333, + "FP": 88.53333333333333, + "IoU": 0.7530388651037216, + "TN": 216092.33333333334, + "TP": 4305.333333333333, + "n_pred": 4393.866666666667, + "n_ref": 5779.666666666667 + }, + "4": { + "Dice": 0.0, + "FN": 179.13333333333333, + "FP": 248.06666666666666, + "IoU": 0.0, + "TN": 221533.33333333334, + "TP": 0.0, + "n_pred": 248.06666666666666, + "n_ref": 179.13333333333333 + }, + "5": { + "Dice": 0.2890888916498389, + "FN": 959.7333333333333, + "FP": 249.0, + "IoU": 0.20572025073975606, + "TN": 219899.33333333334, + "TP": 852.4666666666667, + "n_pred": 1101.4666666666667, + "n_ref": 1812.2 + }, + "6": { + "Dice": 0.21941882120387343, + "FN": 5481.066666666667, + "FP": 18663.4, + "IoU": 0.15524311535290652, + "TN": 192180.0, + "TP": 5636.066666666667, + "n_pred": 24299.466666666667, + "n_ref": 11117.133333333333 + }, + "7": { + "Dice": 0.30715569485624367, + "FN": 6884.866666666667, + "FP": 1025.3333333333333, + "IoU": 0.24484585881944465, + "TN": 204754.2, + "TP": 9296.133333333333, + "n_pred": 10321.466666666667, + "n_ref": 16181.0 + }, + "8": { + "Dice": 0.516694451210994, + "FN": 5057.266666666666, + "FP": 1134.6, + "IoU": 0.43201595434926054, + "TN": 208059.53333333333, + "TP": 7709.133333333333, + "n_pred": 8843.733333333334, + "n_ref": 12766.4 + }, + "9": { + "Dice": 0.19565429051168906, + "FN": 665.4, + "FP": 1476.4666666666667, + "IoU": 0.1374016999246268, + "TN": 219014.4, + "TP": 804.2666666666667, + "n_pred": 2280.733333333333, + "n_ref": 1469.6666666666667 + } + }, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 3673, + "IoU": 0.0, + "TN": 171559, + "TP": 0, + "n_pred": 3673, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.743327431306971, + "FN": 5183, + "FP": 2645, + "IoU": 0.5915044617231122, + "TN": 156069, + "TP": 11335, + "n_pred": 13980, + "n_ref": 16518 + }, + "6": { + "Dice": 0.606002648227159, + "FN": 648, + "FP": 4708, + "IoU": 0.4347229551451187, + "TN": 165757, + "TP": 4119, + "n_pred": 8827, + "n_ref": 4767 + }, + "7": { + "Dice": 0.5997218586387435, + "FN": 9462, + "FP": 324, + "IoU": 0.4282876672314074, + "TN": 158115, + "TP": 7331, + "n_pred": 7655, + "n_ref": 16793 + }, + "8": { + "Dice": 0.74520178940786, + "FN": 10029, + "FP": 565, + "IoU": 0.5938817756651077, + "TN": 149146, + "TP": 15492, + "n_pred": 16057, + "n_ref": 25521 + }, + "9": { + "Dice": 0.3092485549132948, + "FN": 3476, + "FP": 5128, + "IoU": 0.1829059829059829, + "TN": 164702, + "TP": 1926, + "n_pred": 7054, + "n_ref": 5402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184215518876874, + "FN": 7995, + "FP": 2325, + "IoU": 0.8491492720575338, + "TN": 106820, + "TP": 58092, + "n_pred": 60417, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 308, + "IoU": 0.0, + "TN": 174924, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "7": { + "Dice": 0.9175957468772582, + "FN": 5192, + "FP": 1194, + "IoU": 0.8477384897832669, + "TN": 133291, + "TP": 35555, + "n_pred": 36749, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 696, + "IoU": 0.0, + "TN": 174536, + "TP": 0, + "n_pred": 696, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 640, + "IoU": 0.0, + "TN": 174592, + "TP": 0, + "n_pred": 640, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2219, + "IoU": 0.0, + "TN": 173013, + "TP": 0, + "n_pred": 2219, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1139, + "IoU": 0.0, + "TN": 174093, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "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": 864, + "IoU": 0.0, + "TN": 174368, + "TP": 0, + "n_pred": 864, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9203594193994317, + "FN": 1025, + "FP": 12, + "IoU": 0.852468345426092, + "TN": 168203, + "TP": 5992, + "n_pred": 6004, + "n_ref": 7017 + }, + "10": { + "Dice": 0.6356198867212083, + "FN": 884, + "FP": 2011, + "IoU": 0.46586715867158673, + "TN": 169812, + "TP": 2525, + "n_pred": 4536, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2546, + "IoU": 0.0, + "TN": 172686, + "TP": 0, + "n_pred": 2546, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1963, + "IoU": 0.0, + "TN": 173269, + "TP": 0, + "n_pred": 1963, + "n_ref": 0 + }, + "3": { + "Dice": 0.9257994596039075, + "FN": 4398, + "FP": 600, + "IoU": 0.8618497429376969, + "TN": 139054, + "TP": 31180, + "n_pred": 31780, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 202, + "IoU": 0.0, + "TN": 174948, + "TP": 0, + "n_pred": 202, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 174700, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "7": { + "Dice": 0.22561307901907357, + "FN": 14195, + "FP": 15, + "IoU": 0.12714987714987716, + "TN": 158952, + "TP": 2070, + "n_pred": 2085, + "n_ref": 16265 + }, + "8": { + "Dice": 0.968590739870604, + "FN": 798, + "FP": 71, + "IoU": 0.939094477151668, + "TN": 160964, + "TP": 13399, + "n_pred": 13470, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57579, + "IoU": 0.0, + "TN": 292885, + "TP": 0, + "n_pred": 57579, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "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": 917, + "IoU": 0.0, + "TN": 349547, + "TP": 0, + "n_pred": 917, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2524, + "IoU": 0.0, + "TN": 347940, + "TP": 0, + "n_pred": 2524, + "n_ref": 0 + }, + "15": { + "Dice": 0.8844616292024379, + "FN": 540, + "FP": 1223, + "IoU": 0.7928563036070967, + "TN": 341953, + "TP": 6748, + "n_pred": 7971, + "n_ref": 7288 + }, + "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": 277, + "IoU": 0.0, + "TN": 350187, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5480237076578875, + "FN": 14248, + "FP": 43327, + "IoU": 0.37743295847750863, + "TN": 257984, + "TP": 34905, + "n_pred": 78232, + "n_ref": 49153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7217, + "IoU": 0.0, + "TN": 343247, + "TP": 0, + "n_pred": 7217, + "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_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.5565415750966701, + "FN": 6839, + "FP": 9102, + "IoU": 0.38556120875732347, + "TN": 149288, + "TP": 10003, + "n_pred": 19105, + "n_ref": 16842 + }, + "15": { + "Dice": 0.33491462520389687, + "FN": 87077, + "FP": 1809, + "IoU": 0.20113961138173386, + "TN": 63966, + "TP": 22380, + "n_pred": 24189, + "n_ref": 109457 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.13222058582883325, + "FN": 2063, + "FP": 19149, + "IoU": 0.07079025757841248, + "TN": 152404, + "TP": 1616, + "n_pred": 20765, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.018109452736318407, + "FN": 17359, + "FP": 2377, + "IoU": 0.009137463600763129, + "TN": 155314, + "TP": 182, + "n_pred": 2559, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6467143786597267, + "FN": 19, + "FP": 524, + "IoU": 0.4778846153846154, + "TN": 174192, + "TP": 497, + "n_pred": 1021, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1608, + "IoU": 0.0, + "TN": 173624, + "TP": 0, + "n_pred": 1608, + "n_ref": 0 + }, + "8": { + "Dice": 0.7058158249597634, + "FN": 5253, + "FP": 1510, + "IoU": 0.5453751008335574, + "TN": 160356, + "TP": 8113, + "n_pred": 9623, + "n_ref": 13366 + }, + "9": { + "Dice": 0.6042841037204059, + "FN": 3217, + "FP": 2399, + "IoU": 0.43295638126009695, + "TN": 165328, + "TP": 4288, + "n_pred": 6687, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8830576927415897, + "FN": 2197, + "FP": 2986, + "IoU": 0.7906027795733678, + "TN": 150480, + "TP": 19569, + "n_pred": 22555, + "n_ref": 21766 + }, + "11": { + "Dice": 0.23578947368421052, + "FN": 90, + "FP": 273, + "IoU": 0.13365155131264916, + "TN": 174813, + "TP": 56, + "n_pred": 329, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6591645077720207, + "FN": 7727, + "FP": 693, + "IoU": 0.491607293805096, + "TN": 158670, + "TP": 8142, + "n_pred": 8835, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.948339483394834, + "FN": 10, + "FP": 18, + "IoU": 0.9017543859649123, + "TN": 174947, + "TP": 257, + "n_pred": 275, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7846667340952767, + "FN": 21, + "FP": 2108, + "IoU": 0.6456391478029294, + "TN": 169224, + "TP": 3879, + "n_pred": 5987, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6517016654598118, + "FN": 233, + "FP": 6020, + "IoU": 0.4833512352309345, + "TN": 163129, + "TP": 5850, + "n_pred": 11870, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 1314, + "IoU": 0.0, + "TN": 349150, + "TP": 0, + "n_pred": 1314, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 350381, + "TP": 0, + "n_pred": 83, + "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": 863, + "IoU": 0.0, + "TN": 349601, + "TP": 0, + "n_pred": 863, + "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": 3444, + "IoU": 0.0, + "TN": 347020, + "TP": 0, + "n_pred": 3444, + "n_ref": 0 + }, + "5": { + "Dice": 0.24602670057215512, + "FN": 6498, + "FP": 618, + "IoU": 0.1402682131206959, + "TN": 342187, + "TP": 1161, + "n_pred": 1779, + "n_ref": 7659 + }, + "6": { + "Dice": 0.008793078995887108, + "FN": 6, + "FP": 6983, + "IoU": 0.004415954415954416, + "TN": 343444, + "TP": 31, + "n_pred": 7014, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1820, + "IoU": 0.0, + "TN": 348644, + "TP": 0, + "n_pred": 1820, + "n_ref": 0 + }, + "8": { + "Dice": 0.5948816214720904, + "FN": 53895, + "FP": 6148, + "IoU": 0.42336761838908255, + "TN": 246337, + "TP": 44084, + "n_pred": 50232, + "n_ref": 97979 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 8001, + "IoU": 0.0, + "TN": 339408, + "TP": 0, + "n_pred": 8001, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209479879115635, + "FN": 483, + "FP": 14, + "IoU": 0.8534787735849056, + "TN": 171840, + "TP": 2895, + "n_pred": 2909, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13067, + "IoU": 0.0, + "TN": 162165, + "TP": 0, + "n_pred": 13067, + "n_ref": 0 + }, + "3": { + "Dice": 0.7836236729426946, + "FN": 17717, + "FP": 728, + "IoU": 0.6442279872697464, + "TN": 123387, + "TP": 33400, + "n_pred": 34128, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 175044, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.002641081674866485, + "FN": 170690, + "FP": 0, + "IoU": 0.0013222869713777527, + "TN": 4316, + "TP": 226, + "n_pred": 226, + "n_ref": 170916 + }, + "15": { + "Dice": 0.0, + "FN": 48, + "FP": 0, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 153765, + "IoU": 0.0, + "TN": 21467, + "TP": 0, + "n_pred": 153765, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2048, + "IoU": 0.0, + "TN": 173184, + "TP": 0, + "n_pred": 2048, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 175035, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9480475733941388, + "FN": 1771, + "FP": 234, + "IoU": 0.9012266614118922, + "TN": 154933, + "TP": 18294, + "n_pred": 18528, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5640308088954532, + "FN": 67282, + "FP": 19, + "IoU": 0.39278754195387783, + "TN": 64396, + "TP": 43535, + "n_pred": 43554, + "n_ref": 110817 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__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": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 525502, + "TP": 0, + "n_pred": 194, + "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": 0.9400138217000691, + "FN": 2019, + "FP": 1453, + "IoU": 0.8868170556787065, + "TN": 495020, + "TP": 27204, + "n_pred": 28657, + "n_ref": 29223 + }, + "15": { + "Dice": 0.28877066447673794, + "FN": 97800, + "FP": 1797, + "IoU": 0.1687504173065367, + "TN": 405880, + "TP": 20219, + "n_pred": 22016, + "n_ref": 118019 + }, + "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": 0.16700143472022955, + "FN": 2633, + "FP": 270, + "IoU": 0.09110832811521603, + "TN": 522502, + "TP": 291, + "n_pred": 561, + "n_ref": 2924 + }, + "6": { + "Dice": 0.04004241080649381, + "FN": 13, + "FP": 69702, + "IoU": 0.020430243504896795, + "TN": 454527, + "TP": 1454, + "n_pred": 71156, + "n_ref": 1467 + }, + "7": { + "Dice": 0.7143148743148743, + "FN": 74424, + "FP": 1154, + "IoU": 0.5555908363910057, + "TN": 355632, + "TP": 94486, + "n_pred": 95640, + "n_ref": 168910 + }, + "8": { + "Dice": 0.851093351093351, + "FN": 5863, + "FP": 4869, + "IoU": 0.740785469301, + "TN": 484294, + "TP": 30670, + "n_pred": 35539, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 525276, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2956912/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2949.5657222222226, + "FP": 2463.398055555556, + "IoU": NaN, + "TN": 267395.79394444445, + "TP": 4349.855611111111, + "n_pred": 6813.2536666666665, + "n_ref": 7299.421333333334 + }, + "mean": { + "1": { + "Dice": 0.23004888514047933, + "FN": 3592.4308333333333, + "FP": 2160.9283333333333, + "IoU": 0.20007453793123142, + "TN": 267973.53250000003, + "TP": 3431.721666666667, + "n_pred": 5592.65, + "n_ref": 7024.152500000001 + }, + "10": { + "Dice": 0.30120779516155927, + "FN": 3193.169166666666, + "FP": 1870.4274999999998, + "IoU": 0.22980170858115095, + "TN": 268807.0708333333, + "TP": 3287.9458333333337, + "n_pred": 5158.373333333332, + "n_ref": 6481.115 + }, + "11": { + "Dice": 0.05398371285715521, + "FN": 383.5283333333333, + "FP": 11.581666666666667, + "IoU": 0.030383787716276693, + "TN": 276752.4741666667, + "TP": 11.029166666666667, + "n_pred": 22.610833333333336, + "n_ref": 394.5575 + }, + "12": { + "Dice": 0.0, + "FN": 279.73749999999995, + "FP": 0.0, + "IoU": 0.0, + "TN": 276878.87583333335, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 279.73749999999995 + }, + "13": { + "Dice": 0.16024354591732493, + "FN": 2786.6933333333336, + "FP": 997.9491666666667, + "IoU": 0.10975121859088872, + "TN": 271972.02999999997, + "TP": 1401.940833333333, + "n_pred": 2399.8900000000003, + "n_ref": 4188.634166666667 + }, + "14": { + "Dice": 0.3589679192697154, + "FN": 3169.8216666666667, + "FP": 3370.0550000000003, + "IoU": 0.3137444144658764, + "TN": 265823.78583333327, + "TP": 4794.950833333333, + "n_pred": 8165.005833333334, + "n_ref": 7964.772500000001 + }, + "15": { + "Dice": NaN, + "FN": 3066.8625, + "FP": 894.7449999999999, + "IoU": NaN, + "TN": 272046.73583333334, + "TP": 1150.27, + "n_pred": 2045.0149999999999, + "n_ref": 4217.1325 + }, + "2": { + "Dice": 0.4539810506036642, + "FN": 2462.6991666666668, + "FP": 4577.6625, + "IoU": 0.396239065245351, + "TN": 262094.61083333334, + "TP": 8023.640833333334, + "n_pred": 12601.303333333333, + "n_ref": 10486.34 + }, + "3": { + "Dice": 0.3410695617575682, + "FN": 3640.7225, + "FP": 1832.5341666666668, + "IoU": 0.29757189772544745, + "TN": 268955.60916666663, + "TP": 2729.7475, + "n_pred": 4562.281666666667, + "n_ref": 6370.47 + }, + "4": { + "Dice": 0.09116142845429119, + "FN": 1080.5808333333334, + "FP": 351.9616666666667, + "IoU": 0.061175708500926004, + "TN": 275067.68166666664, + "TP": 658.3891666666666, + "n_pred": 1010.3508333333333, + "n_ref": 1738.97 + }, + "5": { + "Dice": 0.38529936828707995, + "FN": 454.1708333333334, + "FP": 386.24333333333334, + "IoU": 0.3087180080807683, + "TN": 275331.4933333333, + "TP": 986.7058333333334, + "n_pred": 1372.9491666666668, + "n_ref": 1440.8766666666666 + }, + "6": { + "Dice": 0.5042073549358006, + "FN": 8598.486666666668, + "FP": 13257.765000000003, + "IoU": 0.42996004433915047, + "TN": 232736.72999999998, + "TP": 22565.631666666668, + "n_pred": 35823.39666666667, + "n_ref": 31164.118333333336 + }, + "7": { + "Dice": 0.23386856781916995, + "FN": 8363.236666666668, + "FP": 5611.67, + "IoU": 0.17757443089955818, + "TN": 253882.60249999998, + "TP": 9301.104166666666, + "n_pred": 14912.774166666666, + "n_ref": 17664.340833333332 + }, + "8": { + "Dice": 0.5028325526831636, + "FN": 2180.9, + "FP": 466.89750000000004, + "IoU": 0.44380929216469334, + "TN": 269914.4025, + "TP": 4596.413333333333, + "n_pred": 5063.310833333333, + "n_ref": 6777.3133333333335 + }, + "9": { + "Dice": 0.444425819068763, + "FN": 990.4458333333334, + "FP": 1160.55, + "IoU": 0.3550589522326416, + "TN": 272699.27416666667, + "TP": 2308.3433333333332, + "n_pred": 3468.8933333333334, + "n_ref": 3298.789166666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_003/summary.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7c3b9f9ee24d2c3b9a127a4b746acdfaa9ca000 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5135625774081406, + "FN": 41994.899999999994, + "FP": 45013.26666666667, + "IoU": 0.40513427023296505, + "TN": 96225357.04266666, + "TP": 144595.63066666666, + "n_pred": 189608.89733333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7757790912824742, + "FN": 38888.88, + "FP": 39608.22, + "IoU": 0.6668047300162975, + "TN": 96223064.48, + "TP": 155399.26, + "n_pred": 195007.48, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5536164645407252, + "FN": 31578.18, + "FP": 27610.16, + "IoU": 0.4085960410568771, + "TN": 96355128.12, + "TP": 42644.38, + "n_pred": 70254.54, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3625301319050564, + "FN": 39445.8, + "FP": 19462.34, + "IoU": 0.23294209587297296, + "TN": 96379640.36, + "TP": 18412.34, + "n_pred": 37874.68, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5844937419326515, + "FN": 59107.2, + "FP": 29082.22, + "IoU": 0.4710367367659351, + "TN": 96289520.48, + "TP": 79250.94, + "n_pred": 108333.16, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3190691084784453, + "FN": 30314.1, + "FP": 24928.1, + "IoU": 0.23862391713182626, + "TN": 96377985.7, + "TP": 23732.94, + "n_pred": 48661.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6519935457446951, + "FN": 37668.02, + "FP": 86662.44, + "IoU": 0.49177449777700516, + "TN": 96213456.7, + "TP": 119173.68, + "n_pred": 205836.12, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.49274929320776045, + "FN": 82801.94, + "FP": 32572.58, + "IoU": 0.3668079969658112, + "TN": 96260985.68, + "TP": 80600.64, + "n_pred": 113173.22, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.547816928225457, + "FN": 10291.08, + "FP": 9279.68, + "IoU": 0.43042333843653324, + "TN": 96421103.66, + "TP": 16286.42, + "n_pred": 25566.1, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.4662188872461945, + "FN": 10865.04, + "FP": 2732.52, + "IoU": 0.3384243220783036, + "TN": 96437076.16, + "TP": 6287.12, + "n_pred": 9019.64, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8885608009435721, + "FN": 101684.2, + "FP": 219689.8, + "IoU": 0.8063422770412552, + "TN": 94878047.42, + "TP": 1257539.42, + "n_pred": 1477229.22, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5661859675881732, + "FN": 134141.16, + "FP": 130397.96, + "IoU": 0.4137123147271021, + "TN": 95987638.22, + "TP": 204783.5, + "n_pred": 335181.46, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7837187281527926, + "FN": 17456.82, + "FP": 41113.94, + "IoU": 0.6529330295576388, + "TN": 96283477.72, + "TP": 114912.36, + "n_pred": 156026.3, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7107059718741107, + "FN": 27744.04, + "FP": 12059.04, + "IoU": 0.5585927560669172, + "TN": 96367246.3, + "TP": 49911.46, + "n_pred": 61970.5, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.859731747223728, + "FN": 6253, + "FP": 21952, + "IoU": 0.753973238429197, + "TN": 119478678, + "TP": 86437, + "n_pred": 108389, + "n_ref": 92690 + }, + "10": { + "Dice": 0.48431554803635074, + "FN": 39122, + "FP": 37995, + "IoU": 0.31953586870202066, + "TN": 119479990, + "TP": 36213, + "n_pred": 74208, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3212733164717041, + "FN": 36498, + "FP": 32200, + "IoU": 0.1913791682851325, + "TN": 119508363, + "TP": 16259, + "n_pred": 48459, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2503452392304785, + "FN": 212044, + "FP": 211, + "IoU": 0.1430826496996318, + "TN": 119345624, + "TP": 35441, + "n_pred": 35652, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 132286, + "IoU": 0.0, + "TN": 119428171, + "TP": 0, + "n_pred": 132286, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6532414392448913, + "FN": 5497, + "FP": 138146, + "IoU": 0.4850471779281863, + "TN": 119314376, + "TP": 135301, + "n_pred": 273447, + "n_ref": 140798 + }, + "3": { + "Dice": 0.3729795841565528, + "FN": 130734, + "FP": 2558, + "IoU": 0.22924087523708192, + "TN": 119420384, + "TP": 39644, + "n_pred": 42202, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8143759281203594, + "FN": 23412, + "FP": 1338, + "IoU": 0.6868753321019205, + "TN": 119514278, + "TP": 54292, + "n_pred": 55630, + "n_ref": 77704 + }, + "5": { + "Dice": 0.023861279764135622, + "FN": 63309, + "FP": 14827, + "IoU": 0.012074698764714063, + "TN": 119514229, + "TP": 955, + "n_pred": 15782, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9182114238066299, + "FN": 44961, + "FP": 157588, + "IoU": 0.8487900907935816, + "TN": 118253798, + "TP": 1136973, + "n_pred": 1294561, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 230313, + "IoU": 0.0, + "TN": 119363007, + "TP": 0, + "n_pred": 230313, + "n_ref": 0 + }, + "8": { + "Dice": 0.7689380319292587, + "FN": 37370, + "FP": 112357, + "IoU": 0.6246135871895222, + "TN": 119194459, + "TP": 249134, + "n_pred": 361491, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7020860294570778, + "FN": 30963, + "FP": 7711, + "IoU": 0.5409341800700338, + "TN": 119509075, + "TP": 45571, + "n_pred": 53282, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9163439112677692, + "FN": 14903, + "FP": 16805, + "IoU": 0.8456039889369327, + "TN": 72620292, + "TP": 173660, + "n_pred": 190465, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5095358419744802, + "FN": 19853, + "FP": 73705, + "IoU": 0.34186386786347395, + "TN": 72683504, + "TP": 48598, + "n_pred": 122303, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.34710597600751836, + "FN": 34486, + "FP": 24565, + "IoU": 0.20999892973725048, + "TN": 72750912, + "TP": 15697, + "n_pred": 40262, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7379161320818421, + "FN": 22249, + "FP": 16563, + "IoU": 0.5846807417791142, + "TN": 72732209, + "TP": 54639, + "n_pred": 71202, + "n_ref": 76888 + }, + "15": { + "Dice": 0.08548855425754609, + "FN": 40582, + "FP": 47, + "IoU": 0.04465293453724605, + "TN": 72783132, + "TP": 1899, + "n_pred": 1946, + "n_ref": 42481 + }, + "2": { + "Dice": 0.660356175389084, + "FN": 7619, + "FP": 124281, + "IoU": 0.4929341391028894, + "TN": 72565536, + "TP": 128224, + "n_pred": 252505, + "n_ref": 135843 + }, + "3": { + "Dice": 0.1773663988822913, + "FN": 114452, + "FP": 3308, + "IoU": 0.09731324977961749, + "TN": 72695205, + "TP": 12695, + "n_pred": 16003, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6535212175931897, + "FN": 6743, + "FP": 14747, + "IoU": 0.48535574873673876, + "TN": 72783903, + "TP": 20267, + "n_pred": 35014, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5893103977883581, + "FN": 4802, + "FP": 546, + "IoU": 0.4177463255307567, + "TN": 72816475, + "TP": 3837, + "n_pred": 4383, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9024014992247785, + "FN": 71377, + "FP": 174438, + "IoU": 0.8221599233120512, + "TN": 71443435, + "TP": 1136410, + "n_pred": 1310848, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6005460638929536, + "FN": 118016, + "FP": 42771, + "IoU": 0.4291288540468379, + "TN": 72544008, + "TP": 120865, + "n_pred": 163636, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8974997476192078, + "FN": 4852, + "FP": 7332, + "IoU": 0.8140585416475903, + "TN": 72760134, + "TP": 53342, + "n_pred": 60674, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7723101984330063, + "FN": 24411, + "FP": 7178, + "IoU": 0.6290760071862194, + "TN": 72740497, + "TP": 53574, + "n_pred": 60752, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8687635003424478, + "FN": 45671, + "FP": 19095, + "IoU": 0.7679769001490313, + "TN": 71530352, + "TP": 214370, + "n_pred": 233465, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7094002993200486, + "FN": 33519, + "FP": 15801, + "IoU": 0.5496671810370803, + "TN": 71699969, + "TP": 60199, + "n_pred": 76000, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5058640465922731, + "FN": 35455, + "FP": 20118, + "IoU": 0.33856627667551387, + "TN": 71725469, + "TP": 28446, + "n_pred": 48564, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7412226168974996, + "FN": 213961, + "FP": 1245, + "IoU": 0.5888432909960719, + "TN": 71286072, + "TP": 308210, + "n_pred": 309455, + "n_ref": 522171 + }, + "15": { + "Dice": 0.004394002958775862, + "FN": 180265, + "FP": 95, + "IoU": 0.0022018389227586054, + "TN": 71628730, + "TP": 398, + "n_pred": 493, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5648439051877556, + "FN": 7540, + "FP": 207146, + "IoU": 0.3935766340884696, + "TN": 71455468, + "TP": 139334, + "n_pred": 346480, + "n_ref": 146874 + }, + "3": { + "Dice": 0.0006381281574049455, + "FN": 184935, + "FP": 2995, + "IoU": 0.000319165913080483, + "TN": 71621498, + "TP": 60, + "n_pred": 3055, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6555931624904008, + "FN": 2450, + "FP": 9659, + "IoU": 0.4876449183379876, + "TN": 71785854, + "TP": 11525, + "n_pred": 21184, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6931850103938424, + "FN": 4174, + "FP": 1287, + "IoU": 0.530438521066208, + "TN": 71797858, + "TP": 6169, + "n_pred": 7456, + "n_ref": 10343 + }, + "6": { + "Dice": 0.94768728598459, + "FN": 43883, + "FP": 89074, + "IoU": 0.9005757256019544, + "TN": 70472219, + "TP": 1204312, + "n_pred": 1293386, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7381373151254548, + "FN": 39875, + "FP": 98670, + "IoU": 0.5849585093316557, + "TN": 71475678, + "TP": 195265, + "n_pred": 293935, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8764726622816083, + "FN": 9146, + "FP": 11174, + "IoU": 0.7801079981387095, + "TN": 71717079, + "TP": 72089, + "n_pred": 83263, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7609198363481344, + "FN": 26130, + "FP": 12847, + "IoU": 0.6141005712701603, + "TN": 71708485, + "TP": 62026, + "n_pred": 74873, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7585238562998178, + "FN": 11879, + "FP": 116935, + "IoU": 0.61098544675942, + "TN": 135114381, + "TP": 202315, + "n_pred": 319250, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5241979218638149, + "FN": 36805, + "FP": 50931, + "IoU": 0.3551952728822777, + "TN": 135309444, + "TP": 48330, + "n_pred": 99261, + "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": 0.5395954120781731, + "FN": 16980, + "FP": 23281, + "IoU": 0.36948350925548906, + "TN": 135381656, + "TP": 23593, + "n_pred": 46874, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8486526460741491, + "FN": 26537, + "FP": 15008, + "IoU": 0.7370952329724154, + "TN": 135287487, + "TP": 116478, + "n_pred": 131486, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2086654459284791, + "FN": 43550, + "FP": 15224, + "IoU": 0.11648602738902335, + "TN": 135378987, + "TP": 7749, + "n_pred": 22973, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7015729035993438, + "FN": 27779, + "FP": 126851, + "IoU": 0.5403252177532031, + "TN": 135109120, + "TP": 181760, + "n_pred": 308611, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5435034818325774, + "FN": 125441, + "FP": 44934, + "IoU": 0.3731581058061288, + "TN": 135173711, + "TP": 101424, + "n_pred": 146358, + "n_ref": 226865 + }, + "4": { + "Dice": 0.82984450542271, + "FN": 5087, + "FP": 7935, + "IoU": 0.7091745577988208, + "TN": 135400734, + "TP": 31754, + "n_pred": 39689, + "n_ref": 36841 + }, + "5": { + "Dice": 0.39626701361088873, + "FN": 20125, + "FP": 4005, + "IoU": 0.24709039283596992, + "TN": 135413461, + "TP": 7919, + "n_pred": 11924, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9349041934887493, + "FN": 66928, + "FP": 155249, + "IoU": 0.877765350096582, + "TN": 133627883, + "TP": 1595450, + "n_pred": 1750699, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4537483559842174, + "FN": 70630, + "FP": 238378, + "IoU": 0.2934505245250921, + "TN": 135008162, + "TP": 128340, + "n_pred": 366718, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8173878351646525, + "FN": 43771, + "FP": 66083, + "IoU": 0.6911715095358042, + "TN": 135089798, + "TP": 245858, + "n_pred": 311941, + "n_ref": 289629 + }, + "9": { + "Dice": 0.6627401821305158, + "FN": 48073, + "FP": 2776, + "IoU": 0.4955956750322389, + "TN": 135344700, + "TP": 49961, + "n_pred": 52737, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6419446609232022, + "FN": 120712, + "FP": 30445, + "IoU": 0.47269403716611025, + "TN": 105467346, + "TP": 135502, + "n_pred": 165947, + "n_ref": 256214 + }, + "10": { + "Dice": 0.12731791244503918, + "FN": 52493, + "FP": 57067, + "IoU": 0.06798693344222131, + "TN": 105636453, + "TP": 7992, + "n_pred": 65059, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.45377267548856365, + "FN": 52423, + "FP": 16140, + "IoU": 0.29347086828383584, + "TN": 105656963, + "TP": 28479, + "n_pred": 44619, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8207115222051361, + "FN": 54668, + "FP": 7475, + "IoU": 0.6959378792030375, + "TN": 105549629, + "TP": 142233, + "n_pred": 149708, + "n_ref": 196901 + }, + "15": { + "Dice": 0.53249066179136, + "FN": 11039, + "FP": 18624, + "IoU": 0.3628533379156285, + "TN": 105707449, + "TP": 16893, + "n_pred": 35517, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7843336695410055, + "FN": 14861, + "FP": 61046, + "IoU": 0.6451882806072844, + "TN": 105540069, + "TP": 138029, + "n_pred": 199075, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8336391437308869, + "FN": 35160, + "FP": 19240, + "IoU": 0.7147351861562664, + "TN": 105563305, + "TP": 136300, + "n_pred": 155540, + "n_ref": 171460 + }, + "4": { + "Dice": 0.4498231827111984, + "FN": 17958, + "FP": 38050, + "IoU": 0.2901754030213931, + "TN": 105675101, + "TP": 22896, + "n_pred": 60946, + "n_ref": 40854 + }, + "5": { + "Dice": 0.5578769652843727, + "FN": 7078, + "FP": 1302, + "IoU": 0.38684422331162654, + "TN": 105740338, + "TP": 5287, + "n_pred": 6589, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8711564719391693, + "FN": 92128, + "FP": 335146, + "IoU": 0.7717247344595883, + "TN": 103882256, + "TP": 1444475, + "n_pred": 1779621, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6171193958469658, + "FN": 89667, + "FP": 132094, + "IoU": 0.4462564548187657, + "TN": 105353529, + "TP": 178715, + "n_pred": 310809, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6896242193288875, + "FN": 7232, + "FP": 66071, + "IoU": 0.5262797355547083, + "TN": 105599266, + "TP": 81436, + "n_pred": 147507, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7837344263625664, + "FN": 16871, + "FP": 15103, + "IoU": 0.6443777110443777, + "TN": 105664095, + "TP": 57936, + "n_pred": 73039, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8006472447625173, + "FN": 19211, + "FP": 97337, + "IoU": 0.6675661028551869, + "TN": 96787290, + "TP": 234042, + "n_pred": 331379, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8076487240618819, + "FN": 13148, + "FP": 34211, + "IoU": 0.6773580406717308, + "TN": 96991095, + "TP": 99426, + "n_pred": 133637, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5957213813602409, + "FN": 19433, + "FP": 21915, + "IoU": 0.42421879351640396, + "TN": 97066068, + "TP": 30464, + "n_pred": 52379, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6947738187356449, + "FN": 123049, + "FP": 1204, + "IoU": 0.5323014728854326, + "TN": 96872211, + "TP": 141416, + "n_pred": 142620, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 24296, + "IoU": 0.0, + "TN": 97091212, + "TP": 0, + "n_pred": 24296, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7083867270513137, + "FN": 49002, + "FP": 24274, + "IoU": 0.5484511052089945, + "TN": 96975603, + "TP": 89001, + "n_pred": 113275, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7033300498871977, + "FN": 25656, + "FP": 86382, + "IoU": 0.5424125467132267, + "TN": 96893035, + "TP": 132807, + "n_pred": 219189, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7274606044949625, + "FN": 4968, + "FP": 11912, + "IoU": 0.5716605765326838, + "TN": 97098472, + "TP": 22528, + "n_pred": 34440, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6945022041087915, + "FN": 6283, + "FP": 1063, + "IoU": 0.5319826707441386, + "TN": 97122184, + "TP": 8350, + "n_pred": 9413, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8406917937278449, + "FN": 68602, + "FP": 474018, + "IoU": 0.7251667754782434, + "TN": 95163519, + "TP": 1431741, + "n_pred": 1905759, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7112729491163517, + "FN": 67708, + "FP": 83738, + "IoU": 0.5519190030415281, + "TN": 96799892, + "TP": 186542, + "n_pred": 270280, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9161805600712999, + "FN": 8297, + "FP": 13616, + "IoU": 0.845325823027839, + "TN": 96996208, + "TP": 119759, + "n_pred": 133375, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7777843512328515, + "FN": 9419, + "FP": 24386, + "IoU": 0.6363724372351182, + "TN": 97044914, + "TP": 59161, + "n_pred": 83547, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8600752231509347, + "FN": 5320, + "FP": 49405, + "IoU": 0.7545017360955346, + "TN": 130543878, + "TP": 168189, + "n_pred": 217594, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6263095769600078, + "FN": 26045, + "FP": 35056, + "IoU": 0.4559321128365864, + "TN": 130654488, + "TP": 51203, + "n_pred": 86259, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3258565184390295, + "FN": 42692, + "FP": 34579, + "IoU": 0.1946407354136702, + "TN": 130670846, + "TP": 18675, + "n_pred": 53254, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8463858546899989, + "FN": 41145, + "FP": 1790, + "IoU": 0.7336819318061991, + "TN": 130605575, + "TP": 118282, + "n_pred": 120072, + "n_ref": 159427 + }, + "15": { + "Dice": 0.3587394650054965, + "FN": 18021, + "FP": 20479, + "IoU": 0.21857557490511276, + "TN": 130717523, + "TP": 10769, + "n_pred": 31248, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7011722385797848, + "FN": 32615, + "FP": 81360, + "IoU": 0.5398500551089866, + "TN": 130519101, + "TP": 133716, + "n_pred": 215076, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6343767848663974, + "FN": 73864, + "FP": 32400, + "IoU": 0.46453280658701646, + "TN": 130568341, + "TP": 92187, + "n_pred": 124587, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5322800120955549, + "FN": 15854, + "FP": 8894, + "IoU": 0.3626577388617049, + "TN": 130727962, + "TP": 14082, + "n_pred": 22976, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5805026708670045, + "FN": 14356, + "FP": 10146, + "IoU": 0.408949463273429, + "TN": 130725337, + "TP": 16953, + "n_pred": 27099, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8873802802073435, + "FN": 55918, + "FP": 269280, + "IoU": 0.7975593676990663, + "TN": 129160405, + "TP": 1281189, + "n_pred": 1550469, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6996968992599822, + "FN": 67773, + "FP": 256506, + "IoU": 0.5381029229737102, + "TN": 130064733, + "TP": 377780, + "n_pred": 634286, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8380141263495605, + "FN": 13156, + "FP": 70759, + "IoU": 0.7211913202669972, + "TN": 130465815, + "TP": 217062, + "n_pred": 287821, + "n_ref": 230218 + }, + "9": { + "Dice": 0.6286843322870684, + "FN": 51755, + "FP": 7631, + "IoU": 0.4584534014225789, + "TN": 130657132, + "TP": 50274, + "n_pred": 57905, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6214385107584582, + "FN": 40740, + "FP": 154321, + "IoU": 0.4507876620725578, + "TN": 71880843, + "TP": 160104, + "n_pred": 314425, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2066291404589066, + "FN": 53284, + "FP": 18739, + "IoU": 0.11521829930468538, + "TN": 72154606, + "TP": 9379, + "n_pred": 28118, + "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": 0.30698916101344104, + "FN": 52269, + "FP": 29762, + "IoU": 0.18132734530938124, + "TN": 72135808, + "TP": 18169, + "n_pred": 47931, + "n_ref": 70438 + }, + "14": { + "Dice": 0.08954718646294457, + "FN": 51624, + "FP": 400231, + "IoU": 0.04687223145655971, + "TN": 71761932, + "TP": 22221, + "n_pred": 422452, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 93518, + "IoU": 0.0, + "TN": 72114174, + "TP": 0, + "n_pred": 93518, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3809, + "FN": 93014, + "FP": 18424, + "IoU": 0.23525415354209128, + "TN": 72090289, + "TP": 34281, + "n_pred": 52705, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7348663499045273, + "FN": 11032, + "FP": 102411, + "IoU": 0.5808606465009218, + "TN": 71965351, + "TP": 157214, + "n_pred": 259625, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2192, + "IoU": 0.0, + "TN": 72233816, + "TP": 0, + "n_pred": 2192, + "n_ref": 0 + }, + "5": { + "Dice": 0.7990749986860777, + "FN": 625, + "FP": 3198, + "IoU": 0.665382932166302, + "TN": 72224583, + "TP": 7602, + "n_pred": 10800, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6897095270736392, + "FN": 413537, + "FP": 574646, + "IoU": 0.5263791054919784, + "TN": 70149565, + "TP": 1098260, + "n_pred": 1672906, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.38634075602716234, + "FN": 200725, + "FP": 239373, + "IoU": 0.23941904554519783, + "TN": 71657374, + "TP": 138536, + "n_pred": 377909, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8831301928919146, + "FN": 7259, + "FP": 8706, + "IoU": 0.7907190142229796, + "TN": 72159723, + "TP": 60320, + "n_pred": 69026, + "n_ref": 67579 + }, + "9": { + "Dice": 0.493541267141875, + "FN": 29160, + "FP": 12831, + "IoU": 0.32761685161166354, + "TN": 72173557, + "TP": 20460, + "n_pred": 33291, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25709142728568213, + "FN": 71853, + "FP": 27199, + "IoU": 0.1475071218941226, + "TN": 52436929, + "TP": 17139, + "n_pred": 44338, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0340392572511771, + "FN": 46349, + "FP": 1042, + "IoU": 0.017314311782026293, + "TN": 52504894, + "TP": 835, + "n_pred": 1877, + "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": 0.12457637600494743, + "FN": 19097, + "FP": 16292, + "IoU": 0.06642572611918643, + "TN": 52515213, + "TP": 2518, + "n_pred": 18810, + "n_ref": 21615 + }, + "14": { + "Dice": 0.24664831485752547, + "FN": 47549, + "FP": 3080, + "IoU": 0.14067247144287726, + "TN": 52494203, + "TP": 8288, + "n_pred": 11368, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 14273, + "IoU": 0.0, + "TN": 52513578, + "TP": 0, + "n_pred": 14273, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5695984452703325, + "FN": 33080, + "FP": 121061, + "IoU": 0.3982087710873478, + "TN": 52296983, + "TP": 101996, + "n_pred": 223057, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 5, + "IoU": 0.0, + "TN": 52410022, + "TP": 0, + "n_pred": 5, + "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": 0.6300078554595444, + "FN": 3074, + "FP": 694, + "IoU": 0.4598623853211009, + "TN": 52546144, + "TP": 3208, + "n_pred": 3902, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8606823090720171, + "FN": 67914, + "FP": 160292, + "IoU": 0.7554366230993789, + "TN": 51620004, + "TP": 704910, + "n_pred": 865202, + "n_ref": 772824 + }, + "7": { + "Dice": 0.10245142075574008, + "FN": 180405, + "FP": 41399, + "IoU": 0.053991461339315795, + "TN": 52318657, + "TP": 12659, + "n_pred": 54058, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6151439994077145, + "FN": 26297, + "FP": 15289, + "IoU": 0.44419347509389073, + "TN": 52478299, + "TP": 33235, + "n_pred": 48524, + "n_ref": 59532 + }, + "9": { + "Dice": 0.45861486486486486, + "FN": 48768, + "FP": 20460, + "IoU": 0.29753424657534244, + "TN": 52454570, + "TP": 29322, + "n_pred": 49782, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.749228600815207, + "FN": 17370, + "FP": 166954, + "IoU": 0.5990132180057258, + "TN": 143677574, + "TP": 275352, + "n_pred": 442306, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7089354660783233, + "FN": 34014, + "FP": 18756, + "IoU": 0.5491092408253941, + "TN": 144020215, + "TP": 64265, + "n_pred": 83021, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7153347600742446, + "FN": 33774, + "FP": 22358, + "IoU": 0.5568258078778452, + "TN": 144010591, + "TP": 70527, + "n_pred": 92885, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8135121282624219, + "FN": 127569, + "FP": 1961, + "IoU": 0.6856472347003905, + "TN": 143725197, + "TP": 282523, + "n_pred": 284484, + "n_ref": 410092 + }, + "15": { + "Dice": 0.008652137311757553, + "FN": 22111, + "FP": 105071, + "IoU": 0.004344864839474859, + "TN": 144009513, + "TP": 555, + "n_pred": 105626, + "n_ref": 22666 + }, + "2": { + "Dice": 0.733505376344086, + "FN": 10132, + "FP": 82808, + "IoU": 0.5791618556000815, + "TN": 143916405, + "TP": 127905, + "n_pred": 210713, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6649302116758441, + "FN": 73488, + "FP": 28010, + "IoU": 0.4980490289653672, + "TN": 143935043, + "TP": 100709, + "n_pred": 128719, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8927837496048056, + "FN": 5988, + "FP": 4864, + "IoU": 0.8063318699361102, + "TN": 144081216, + "TP": 45182, + "n_pred": 50046, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6036366444041231, + "FN": 16496, + "FP": 4038, + "IoU": 0.4322919546585568, + "TN": 144101080, + "TP": 15636, + "n_pred": 19674, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9342627395335583, + "FN": 83226, + "FP": 96250, + "IoU": 0.8766351465694829, + "TN": 142682411, + "TP": 1275363, + "n_pred": 1371613, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7368873077688282, + "FN": 62018, + "FP": 71553, + "IoU": 0.5833899954462375, + "TN": 143816636, + "TP": 187043, + "n_pred": 258596, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8024788299561064, + "FN": 16036, + "FP": 88859, + "IoU": 0.6701166125745339, + "TN": 143819274, + "TP": 213081, + "n_pred": 301940, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7168729484747192, + "FN": 34947, + "FP": 12062, + "IoU": 0.5586921011622012, + "TN": 144030728, + "TP": 59513, + "n_pred": 71575, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8893056828750202, + "FN": 13683, + "FP": 36188, + "IoU": 0.8006754596322941, + "TN": 111528720, + "TP": 200329, + "n_pred": 236517, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4514223594716538, + "FN": 22540, + "FP": 34483, + "IoU": 0.2915077343604398, + "TN": 111698435, + "TP": 23462, + "n_pred": 57945, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.45953683287244024, + "FN": 34082, + "FP": 10283, + "IoU": 0.2983108214974852, + "TN": 111715694, + "TP": 18861, + "n_pred": 29144, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6879052720608966, + "FN": 11456, + "FP": 61606, + "IoU": 0.5242801890846583, + "TN": 111625338, + "TP": 80520, + "n_pred": 142126, + "n_ref": 91976 + }, + "15": { + "Dice": 0.00018474043968224645, + "FN": 10729, + "FP": 21743, + "IoU": 9.237875288683603e-05, + "TN": 111746445, + "TP": 3, + "n_pred": 21746, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8976177504121889, + "FN": 17667, + "FP": 25366, + "IoU": 0.8142527247221323, + "TN": 111547245, + "TP": 188642, + "n_pred": 214008, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7537972568941737, + "FN": 19444, + "FP": 9295, + "IoU": 0.6048752990348393, + "TN": 111706186, + "TP": 43995, + "n_pred": 53290, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8378478861270449, + "FN": 2904, + "FP": 3202, + "IoU": 0.7209451121977972, + "TN": 111757039, + "TP": 15775, + "n_pred": 18977, + "n_ref": 18679 + }, + "5": { + "Dice": 0.33783625044050275, + "FN": 20664, + "FP": 1884, + "IoU": 0.20325088339222616, + "TN": 111750620, + "TP": 5752, + "n_pred": 7636, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9377751685311833, + "FN": 83069, + "FP": 69769, + "IoU": 0.8828405632679969, + "TN": 110474390, + "TP": 1151692, + "n_pred": 1221461, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5424257286342199, + "FN": 92956, + "FP": 152415, + "IoU": 0.3721427712400239, + "TN": 111388113, + "TP": 145436, + "n_pred": 297851, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7624209575429087, + "FN": 40504, + "FP": 107039, + "IoU": 0.6160583941605839, + "TN": 111394635, + "TP": 236742, + "n_pred": 343781, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6834659311680288, + "FN": 26690, + "FP": 23003, + "IoU": 0.519140330165857, + "TN": 111675578, + "TP": 53649, + "n_pred": 76652, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7802320988181537, + "FN": 55781, + "FP": 5974, + "IoU": 0.6396561985785807, + "TN": 198916497, + "TP": 109623, + "n_pred": 115597, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5720071407636353, + "FN": 30925, + "FP": 17264, + "IoU": 0.40056722767473973, + "TN": 199007484, + "TP": 32202, + "n_pred": 49466, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.05724962918729413, + "FN": 34108, + "FP": 14833, + "IoU": 0.029468340373212762, + "TN": 199037448, + "TP": 1486, + "n_pred": 16319, + "n_ref": 35594 + }, + "14": { + "Dice": 0.30504469331141476, + "FN": 38041, + "FP": 2543, + "IoU": 0.17997211614232891, + "TN": 199038384, + "TP": 8907, + "n_pred": 11450, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4375841335367495, + "FN": 99558, + "FP": 714, + "IoU": 0.2800689259046525, + "TN": 198948595, + "TP": 39008, + "n_pred": 39722, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6175810025753129, + "FN": 5837, + "FP": 147409, + "IoU": 0.4467393776603234, + "TN": 198810888, + "TP": 123741, + "n_pred": 271150, + "n_ref": 129578 + }, + "3": { + "Dice": 0.006002771614645039, + "FN": 138413, + "FP": 20, + "IoU": 0.003010421242915067, + "TN": 198949024, + "TP": 418, + "n_pred": 438, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7683622328475143, + "FN": 3782, + "FP": 4260, + "IoU": 0.6238540692235734, + "TN": 199066495, + "TP": 13338, + "n_pred": 17598, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5226794999446841, + "FN": 10619, + "FP": 6639, + "IoU": 0.35380237390946195, + "TN": 199061168, + "TP": 9449, + "n_pred": 16088, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9410375935962502, + "FN": 62868, + "FP": 73992, + "IoU": 0.8886411716842961, + "TN": 197858875, + "TP": 1092140, + "n_pred": 1166132, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5660034634323224, + "FN": 72667, + "FP": 55398, + "IoU": 0.39470350799247544, + "TN": 198876301, + "TP": 83509, + "n_pred": 138907, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8236769277568797, + "FN": 7339, + "FP": 40191, + "IoU": 0.7002131873399519, + "TN": 198929329, + "TP": 111016, + "n_pred": 151207, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8380360524361027, + "FN": 23297, + "FP": 7665, + "IoU": 0.7212237988907296, + "TN": 198976811, + "TP": 80102, + "n_pred": 87767, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.676377618796114, + "FN": 15332, + "FP": 146430, + "IoU": 0.5110049727180666, + "TN": 130744387, + "TP": 169043, + "n_pred": 315473, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6139159750430192, + "FN": 30276, + "FP": 35688, + "IoU": 0.44291396768826696, + "TN": 130956783, + "TP": 52445, + "n_pred": 88133, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2612616493631442, + "FN": 71964, + "FP": 30926, + "IoU": 0.1502593241055796, + "TN": 130954108, + "TP": 18194, + "n_pred": 49120, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0, + "FN": 56613, + "FP": 11842, + "IoU": 0.0, + "TN": 131006737, + "TP": 0, + "n_pred": 11842, + "n_ref": 56613 + }, + "15": { + "Dice": 0.0, + "FN": 27579, + "FP": 1363, + "IoU": 0.0, + "TN": 131046250, + "TP": 0, + "n_pred": 1363, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5631212387585367, + "FN": 85304, + "FP": 30994, + "IoU": 0.39190588235294116, + "TN": 130883942, + "TP": 74952, + "n_pred": 105946, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6714651397916879, + "FN": 28354, + "FP": 129895, + "IoU": 0.5054177800696952, + "TN": 130755227, + "TP": 161716, + "n_pred": 291611, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7548273375530807, + "FN": 25975, + "FP": 4625, + "IoU": 0.6062029470433048, + "TN": 130997487, + "TP": 47105, + "n_pred": 51730, + "n_ref": 73080 + }, + "5": { + "Dice": 0.2978344374547681, + "FN": 12024, + "FP": 589, + "IoU": 0.17497383568812142, + "TN": 131059904, + "TP": 2675, + "n_pred": 3264, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8245576785270508, + "FN": 100974, + "FP": 480738, + "IoU": 0.701487145276338, + "TN": 129126492, + "TP": 1366988, + "n_pred": 1847726, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6025111224320965, + "FN": 316516, + "FP": 291291, + "IoU": 0.43113840267599596, + "TN": 130006730, + "TP": 460655, + "n_pred": 751946, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7490101528456723, + "FN": 26601, + "FP": 41481, + "IoU": 0.5987339981611146, + "TN": 130905524, + "TP": 101586, + "n_pred": 143067, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6080403848264258, + "FN": 23988, + "FP": 29587, + "IoU": 0.4368232944391885, + "TN": 130980062, + "TP": 41555, + "n_pred": 71142, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8700498986956012, + "FN": 7697, + "FP": 54389, + "IoU": 0.7699896638720839, + "TN": 101347273, + "TP": 207841, + "n_pred": 262230, + "n_ref": 215538 + }, + "10": { + "Dice": 0.391409838640022, + "FN": 20899, + "FP": 56608, + "IoU": 0.24332477472640118, + "TN": 101514769, + "TP": 24924, + "n_pred": 81532, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5775838460555384, + "FN": 28448, + "FP": 17826, + "IoU": 0.40605827236555, + "TN": 101539290, + "TP": 31636, + "n_pred": 49462, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7529660122440364, + "FN": 17185, + "FP": 12070, + "IoU": 0.6038055254604551, + "TN": 101543360, + "TP": 44585, + "n_pred": 56655, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6613264657680858, + "FN": 13493, + "FP": 6759, + "IoU": 0.4940162398500937, + "TN": 101577175, + "TP": 19773, + "n_pred": 26532, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6939388558089977, + "FN": 10174, + "FP": 132875, + "IoU": 0.5313218748566598, + "TN": 101311982, + "TP": 162169, + "n_pred": 295044, + "n_ref": 172343 + }, + "3": { + "Dice": 0.4140081385311889, + "FN": 125970, + "FP": 7090, + "IoU": 0.26104051892660385, + "TN": 101437136, + "TP": 47004, + "n_pred": 54094, + "n_ref": 172974 + }, + "4": { + "Dice": 0.14065057874159814, + "FN": 8910, + "FP": 80330, + "IoU": 0.0756450493562454, + "TN": 101520657, + "TP": 7303, + "n_pred": 87633, + "n_ref": 16213 + }, + "5": { + "Dice": 0.605078542016166, + "FN": 14501, + "FP": 6215, + "IoU": 0.4337724812769912, + "TN": 101580614, + "TP": 15870, + "n_pred": 22085, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9205543851958564, + "FN": 177110, + "FP": 57043, + "IoU": 0.8528029319595536, + "TN": 100026455, + "TP": 1356592, + "n_pred": 1413635, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.720719020028997, + "FN": 99498, + "FP": 154963, + "IoU": 0.5633782033133434, + "TN": 101034405, + "TP": 328334, + "n_pred": 483297, + "n_ref": 427832 + }, + "8": { + "Dice": 0.758373108971766, + "FN": 44459, + "FP": 75011, + "IoU": 0.6107898551905002, + "TN": 101310245, + "TP": 187485, + "n_pred": 262496, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7351148035629405, + "FN": 27643, + "FP": 10808, + "IoU": 0.5811711652833148, + "TN": 101525394, + "TP": 53355, + "n_pred": 64163, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8327003634822578, + "FN": 58328, + "FP": 3256, + "IoU": 0.7133561404733645, + "TN": 118967367, + "TP": 153261, + "n_pred": 156517, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7142699060640338, + "FN": 22655, + "FP": 23823, + "IoU": 0.5555364297941112, + "TN": 119077641, + "TP": 58093, + "n_pred": 81916, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.3900204726048787, + "FN": 21835, + "FP": 13323, + "IoU": 0.24225182119918962, + "TN": 119135814, + "TP": 11240, + "n_pred": 24563, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 4425, + "IoU": 0.0, + "TN": 119111920, + "TP": 0, + "n_pred": 4425, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 35488, + "IoU": 0.0, + "TN": 119126004, + "TP": 0, + "n_pred": 35488, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7280286019670067, + "FN": 17753, + "FP": 113545, + "IoU": 0.5723623998879592, + "TN": 118875181, + "TP": 175733, + "n_pred": 289278, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6591146065618647, + "FN": 89854, + "FP": 20975, + "IoU": 0.4915517834614061, + "TN": 118964237, + "TP": 107146, + "n_pred": 128121, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5258605575360878, + "FN": 25341, + "FP": 7111, + "IoU": 0.35672375515382176, + "TN": 119131764, + "TP": 17996, + "n_pred": 25107, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7946196957566053, + "FN": 5316, + "FP": 1097, + "IoU": 0.6592273765874914, + "TN": 119163393, + "TP": 12406, + "n_pred": 13503, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9068928728485312, + "FN": 107669, + "FP": 227277, + "IoU": 0.8296468391088127, + "TN": 117216026, + "TP": 1631240, + "n_pred": 1858517, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.655248677194544, + "FN": 105493, + "FP": 96684, + "IoU": 0.4872638279526261, + "TN": 118787902, + "TP": 192133, + "n_pred": 288817, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7662908893658168, + "FN": 17181, + "FP": 22457, + "IoU": 0.6211276894696094, + "TN": 119077591, + "TP": 64983, + "n_pred": 87440, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7565852148955406, + "FN": 23178, + "FP": 16937, + "IoU": 0.6084737160592633, + "TN": 119079754, + "TP": 62343, + "n_pred": 79280, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20576, + "IoU": 0.0, + "TN": 61311904, + "TP": 0, + "n_pred": 20576, + "n_ref": 0 + }, + "10": { + "Dice": 0.3875706649232781, + "FN": 19311, + "FP": 28464, + "IoU": 0.24036443426826942, + "TN": 61269588, + "TP": 15117, + "n_pred": 43581, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.24467787674242122, + "FN": 43507, + "FP": 13226, + "IoU": 0.139392008737599, + "TN": 61266558, + "TP": 9189, + "n_pred": 22415, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9111109841929815, + "FN": 31285, + "FP": 15406, + "IoU": 0.8367344797924345, + "TN": 61046498, + "TP": 239291, + "n_pred": 254697, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4534726930607083, + "FN": 68465, + "FP": 3276, + "IoU": 0.2932199716267339, + "TN": 61230976, + "TP": 29763, + "n_pred": 33039, + "n_ref": 98228 + }, + "2": { + "Dice": 0.560480578061868, + "FN": 95398, + "FP": 7399, + "IoU": 0.3893525641406431, + "TN": 61164139, + "TP": 65544, + "n_pred": 72943, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7166650194225062, + "FN": 9001, + "FP": 85602, + "IoU": 0.5584395580801598, + "TN": 61118233, + "TP": 119644, + "n_pred": 205246, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7650962176509621, + "FN": 5293, + "FP": 17363, + "IoU": 0.6195593766792047, + "TN": 61272928, + "TP": 36896, + "n_pred": 54259, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5890926563626171, + "FN": 4894, + "FP": 237, + "IoU": 0.4175275286638665, + "TN": 61323671, + "TP": 3678, + "n_pred": 3915, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8877421217120541, + "FN": 49718, + "FP": 242736, + "IoU": 0.7981441525759477, + "TN": 59883654, + "TP": 1156372, + "n_pred": 1399108, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3763287341838003, + "FN": 139121, + "FP": 76673, + "IoU": 0.2317764328942684, + "TN": 61051580, + "TP": 65106, + "n_pred": 141779, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6531341243710008, + "FN": 40159, + "FP": 4509, + "IoU": 0.4849288531168562, + "TN": 61245758, + "TP": 42054, + "n_pred": 46563, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6404654083892507, + "FN": 24622, + "FP": 18886, + "IoU": 0.4710916605883783, + "TN": 61250220, + "TP": 38752, + "n_pred": 57638, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9192501823920909, + "FN": 22807, + "FP": 4310, + "IoU": 0.8505670483726979, + "TN": 148926034, + "TP": 154349, + "n_pred": 158659, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5312612986595605, + "FN": 33129, + "FP": 36879, + "IoU": 0.3617126029120814, + "TN": 148997819, + "TP": 39673, + "n_pred": 76552, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.36351003849286845, + "FN": 61608, + "FP": 18092, + "IoU": 0.2221278755404601, + "TN": 149005041, + "TP": 22759, + "n_pred": 40851, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8598142623019709, + "FN": 11222, + "FP": 15466, + "IoU": 0.7541001732208013, + "TN": 148998968, + "TP": 81844, + "n_pred": 97310, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5997604066611265, + "FN": 10257, + "FP": 26828, + "IoU": 0.4283269874057745, + "TN": 149042629, + "TP": 27786, + "n_pred": 54614, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8550683877929368, + "FN": 8028, + "FP": 42474, + "IoU": 0.7468292242753587, + "TN": 148908022, + "TP": 148976, + "n_pred": 191450, + "n_ref": 157004 + }, + "3": { + "Dice": 0.38340387702840767, + "FN": 45638, + "FP": 833, + "IoU": 0.23716738620134933, + "TN": 149046581, + "TP": 14448, + "n_pred": 15281, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8871360853628112, + "FN": 2720, + "FP": 3161, + "IoU": 0.7971649306753121, + "TN": 149078506, + "TP": 23113, + "n_pred": 26274, + "n_ref": 25833 + }, + "5": { + "Dice": 0.06344513928368391, + "FN": 32600, + "FP": 348, + "IoU": 0.032761860028182245, + "TN": 149073436, + "TP": 1116, + "n_pred": 1464, + "n_ref": 33716 + }, + "6": { + "Dice": 0.920744029219726, + "FN": 53084, + "FP": 128192, + "IoU": 0.8531285016232543, + "TN": 147873251, + "TP": 1052973, + "n_pred": 1181165, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6116546642890988, + "FN": 106027, + "FP": 108707, + "IoU": 0.4405637765735723, + "TN": 148723660, + "TP": 169106, + "n_pred": 277813, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8576638621603491, + "FN": 22590, + "FP": 45943, + "IoU": 0.7507981527944438, + "TN": 148832490, + "TP": 206477, + "n_pred": 252420, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7058877452135879, + "FN": 33584, + "FP": 11334, + "IoU": 0.5454609850133069, + "TN": 149008679, + "TP": 53903, + "n_pred": 65237, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22771903387783204, + "FN": 448461, + "FP": 3562, + "IoU": 0.12848923970339293, + "TN": 100194134, + "TP": 66643, + "n_pred": 70205, + "n_ref": 515104 + }, + "10": { + "Dice": 0.27873344715283854, + "FN": 28757, + "FP": 21516, + "IoU": 0.16193508593528597, + "TN": 100652813, + "TP": 9714, + "n_pred": 31230, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 3256, + "IoU": 0.0, + "TN": 100670389, + "TP": 0, + "n_pred": 3256, + "n_ref": 39155 + }, + "14": { + "Dice": 0.32783351913786696, + "FN": 83319, + "FP": 206089, + "IoU": 0.1960531579181297, + "TN": 100352816, + "TP": 70576, + "n_pred": 276665, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8219938017668273, + "FN": 20735, + "FP": 11545, + "IoU": 0.6977839361114492, + "TN": 100605989, + "TP": 74531, + "n_pred": 86076, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4121890905284643, + "FN": 154398, + "FP": 70231, + "IoU": 0.2595958297488027, + "TN": 100409413, + "TP": 78758, + "n_pred": 148989, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6097558378499249, + "FN": 80785, + "FP": 102460, + "IoU": 0.43859622248433694, + "TN": 100386395, + "TP": 143160, + "n_pred": 245620, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5536765599284239, + "FN": 32589, + "FP": 7818, + "IoU": 0.3828165572017718, + "TN": 100647330, + "TP": 25063, + "n_pred": 32881, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 1285, + "IoU": 0.0, + "TN": 100695042, + "TP": 0, + "n_pred": 1285, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6551379043719888, + "FN": 753765, + "FP": 640469, + "IoU": 0.4871413258666188, + "TN": 97994246, + "TP": 1324320, + "n_pred": 1964789, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2785405150369589, + "FN": 124479, + "FP": 123237, + "IoU": 0.16180486236824743, + "TN": 100417265, + "TP": 47819, + "n_pred": 171056, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6907148231753197, + "FN": 37153, + "FP": 24503, + "IoU": 0.5275510907795223, + "TN": 100582297, + "TP": 68847, + "n_pred": 93350, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6542772131262207, + "FN": 41054, + "FP": 23201, + "IoU": 0.48619018679631526, + "TN": 100587744, + "TP": 60801, + "n_pred": 84002, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.883549711989624, + "FN": 8349, + "FP": 9967, + "IoU": 0.7913918975865879, + "TN": 78862899, + "TP": 69485, + "n_pred": 79452, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5901126408010012, + "FN": 20084, + "FP": 6116, + "IoU": 0.4185530403905903, + "TN": 78905640, + "TP": 18860, + "n_pred": 24976, + "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": 0.19733879774053953, + "FN": 52086, + "FP": 7453, + "IoU": 0.10947081875018697, + "TN": 78883842, + "TP": 7319, + "n_pred": 14772, + "n_ref": 59405 + }, + "14": { + "Dice": 0.15404226769540422, + "FN": 23825, + "FP": 14002, + "IoU": 0.08344842625572436, + "TN": 78909429, + "TP": 3444, + "n_pred": 17446, + "n_ref": 27269 + }, + "15": { + "Dice": 0.47474070765718823, + "FN": 39986, + "FP": 2352, + "IoU": 0.3112524605098339, + "TN": 78889229, + "TP": 19133, + "n_pred": 21485, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6323282623764183, + "FN": 30790, + "FP": 49836, + "IoU": 0.46233920390511946, + "TN": 78800743, + "TP": 69331, + "n_pred": 119167, + "n_ref": 100121 + }, + "3": { + "Dice": 0.4716495306213679, + "FN": 58300, + "FP": 796, + "IoU": 0.3086003767271536, + "TN": 78865227, + "TP": 26377, + "n_pred": 27173, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8131559459666505, + "FN": 1206, + "FP": 6111, + "IoU": 0.6851413572012565, + "TN": 78927461, + "TP": 15922, + "n_pred": 22033, + "n_ref": 17128 + }, + "5": { + "Dice": 0.14223298415539296, + "FN": 32096, + "FP": 494, + "IoU": 0.0765612603422872, + "TN": 78915408, + "TP": 2702, + "n_pred": 3196, + "n_ref": 34798 + }, + "6": { + "Dice": 0.924454084232385, + "FN": 56674, + "FP": 49629, + "IoU": 0.8595207983962301, + "TN": 78193983, + "TP": 650414, + "n_pred": 700043, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5630735996837444, + "FN": 420575, + "FP": 45840, + "IoU": 0.3918597358638665, + "TN": 78183747, + "TP": 300538, + "n_pred": 346378, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8053734915076091, + "FN": 59857, + "FP": 71244, + "IoU": 0.6741634190957172, + "TN": 78548348, + "TP": 271251, + "n_pred": 342495, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5132656481969254, + "FN": 35613, + "FP": 5041, + "IoU": 0.34523023401890834, + "TN": 78888611, + "TP": 21435, + "n_pred": 26476, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8072511080128314, + "FN": 5768, + "FP": 62250, + "IoU": 0.6767988747974588, + "TN": 104793989, + "TP": 142433, + "n_pred": 204683, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6220107863142136, + "FN": 33431, + "FP": 31960, + "IoU": 0.4513901706461735, + "TN": 104885246, + "TP": 53803, + "n_pred": 85763, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.40000363937439154, + "FN": 55836, + "FP": 10109, + "IoU": 0.2500028432677107, + "TN": 104916513, + "TP": 21982, + "n_pred": 32091, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7368604884693637, + "FN": 27889, + "FP": 2246, + "IoU": 0.5833563765070235, + "TN": 104932112, + "TP": 42193, + "n_pred": 44439, + "n_ref": 70082 + }, + "15": { + "Dice": 0.08884491463074308, + "FN": 22609, + "FP": 13306, + "IoU": 0.046487548452184994, + "TN": 104966774, + "TP": 1751, + "n_pred": 15057, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6656626506024096, + "FN": 25553, + "FP": 120301, + "IoU": 0.49887133182844245, + "TN": 104713389, + "TP": 145197, + "n_pred": 265498, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5449320451940396, + "FN": 86985, + "FP": 24179, + "IoU": 0.3745062513363568, + "TN": 104826718, + "TP": 66558, + "n_pred": 90737, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3243, + "IoU": 0.0, + "TN": 105001197, + "TP": 0, + "n_pred": 3243, + "n_ref": 0 + }, + "5": { + "Dice": 0.49177711922362977, + "FN": 14979, + "FP": 16233, + "IoU": 0.32606395612463024, + "TN": 104958127, + "TP": 15101, + "n_pred": 31334, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8549853659378894, + "FN": 47521, + "FP": 355593, + "IoU": 0.7467025665031904, + "TN": 103412975, + "TP": 1188351, + "n_pred": 1543944, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5205400234391582, + "FN": 60866, + "FP": 250876, + "IoU": 0.3518446133630512, + "TN": 104523472, + "TP": 169226, + "n_pred": 420102, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9185740111756328, + "FN": 30825, + "FP": 28629, + "IoU": 0.8494099648689106, + "TN": 104609633, + "TP": 335353, + "n_pred": 363982, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7537414662193468, + "FN": 26041, + "FP": 18074, + "IoU": 0.6048034543304547, + "TN": 104892812, + "TP": 67513, + "n_pred": 85587, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9114289592871864, + "FN": 48850, + "FP": 22920, + "IoU": 0.8372709958280428, + "TN": 177235248, + "TP": 369270, + "n_pred": 392190, + "n_ref": 418120 + }, + "10": { + "Dice": 0.13444296115355847, + "FN": 64861, + "FP": 26560, + "IoU": 0.07206585398036967, + "TN": 177577767, + "TP": 7100, + "n_pred": 33660, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.48135840557066834, + "FN": 46736, + "FP": 18659, + "IoU": 0.3169664306156128, + "TN": 177580546, + "TP": 30347, + "n_pred": 49006, + "n_ref": 77083 + }, + "14": { + "Dice": 0.811303513501165, + "FN": 22974, + "FP": 1806, + "IoU": 0.6825152784717684, + "TN": 177598237, + "TP": 53271, + "n_pred": 55077, + "n_ref": 76245 + }, + "15": { + "Dice": 0.025914526285997313, + "FN": 21704, + "FP": 88430, + "IoU": 0.013127357772023047, + "TN": 177564689, + "TP": 1465, + "n_pred": 89895, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6609627131450941, + "FN": 11425, + "FP": 196770, + "IoU": 0.49361038683063513, + "TN": 177265152, + "TP": 202941, + "n_pred": 399711, + "n_ref": 214366 + }, + "3": { + "Dice": 0.12020562516824272, + "FN": 193202, + "FP": 9434, + "IoU": 0.0639461564401166, + "TN": 177459809, + "TP": 13843, + "n_pred": 23277, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5516931620209059, + "FN": 14166, + "FP": 18772, + "IoU": 0.3809228455972183, + "TN": 177623083, + "TP": 20267, + "n_pred": 39039, + "n_ref": 34433 + }, + "5": { + "Dice": 0.66706770018734, + "FN": 11775, + "FP": 7596, + "IoU": 0.5004512984501122, + "TN": 177637511, + "TP": 19406, + "n_pred": 27002, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9080486328816259, + "FN": 164820, + "FP": 167471, + "IoU": 0.8315834021783753, + "TN": 175703258, + "TP": 1640739, + "n_pred": 1808210, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6316187687682646, + "FN": 86023, + "FP": 243112, + "IoU": 0.46158099391623414, + "TN": 177064989, + "TP": 282164, + "n_pred": 525276, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7618008953106271, + "FN": 12592, + "FP": 104258, + "IoU": 0.6152491085040319, + "TN": 177372585, + "TP": 186853, + "n_pred": 291111, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7904559200578529, + "FN": 39035, + "FP": 11963, + "IoU": 0.6535155958066949, + "TN": 177529101, + "TP": 96189, + "n_pred": 108152, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9387452781275462, + "FN": 15963, + "FP": 6366, + "IoU": 0.8845616973757677, + "TN": 193812107, + "TP": 171099, + "n_pred": 177465, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8465342978243691, + "FN": 10452, + "FP": 17319, + "IoU": 0.7339050447947109, + "TN": 193901170, + "TP": 76594, + "n_pred": 93913, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.41976153676308237, + "FN": 47866, + "FP": 4692, + "IoU": 0.26563176794422166, + "TN": 193933966, + "TP": 19011, + "n_pred": 23703, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7645457847821835, + "FN": 7500, + "FP": 34631, + "IoU": 0.6188378131417767, + "TN": 193895002, + "TP": 68402, + "n_pred": 103033, + "n_ref": 75902 + }, + "15": { + "Dice": 0.3050719217244018, + "FN": 3225, + "FP": 77600, + "IoU": 0.1799910719720796, + "TN": 193906969, + "TP": 17741, + "n_pred": 95341, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7003063742103408, + "FN": 9752, + "FP": 100784, + "IoU": 0.5388241969601515, + "TN": 193765852, + "TP": 129147, + "n_pred": 229931, + "n_ref": 138899 + }, + "3": { + "Dice": 0.3949382301479295, + "FN": 101036, + "FP": 1669, + "IoU": 0.246057963354475, + "TN": 193869311, + "TP": 33519, + "n_pred": 35188, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8270454795727343, + "FN": 2253, + "FP": 5600, + "IoU": 0.7050959480265876, + "TN": 193978906, + "TP": 18776, + "n_pred": 24376, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3364948243332823, + "FN": 20671, + "FP": 5353, + "IoU": 0.20228059957698558, + "TN": 193972912, + "TP": 6599, + "n_pred": 11952, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8973587913235013, + "FN": 65627, + "FP": 236241, + "IoU": 0.8138266412159599, + "TN": 192384100, + "TP": 1319567, + "n_pred": 1555808, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7626951058096595, + "FN": 80534, + "FP": 69708, + "IoU": 0.6164164624183006, + "TN": 193613855, + "TP": 241438, + "n_pred": 311146, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8611336263485359, + "FN": 15109, + "FP": 57875, + "IoU": 0.7561322787918885, + "TN": 193706258, + "TP": 226293, + "n_pred": 284168, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6928495682472353, + "FN": 43535, + "FP": 5125, + "IoU": 0.5300457785246566, + "TN": 193901993, + "TP": 54882, + "n_pred": 60007, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7349706858846575, + "FN": 8084, + "FP": 68629, + "IoU": 0.5809910313411477, + "TN": 99472718, + "TP": 106369, + "n_pred": 174998, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6005068918770998, + "FN": 36026, + "FP": 11419, + "IoU": 0.4290888525221409, + "TN": 99572696, + "TP": 35659, + "n_pred": 47078, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.36208716633991855, + "FN": 33426, + "FP": 8874, + "IoU": 0.2210662001657306, + "TN": 99601495, + "TP": 12005, + "n_pred": 20879, + "n_ref": 45431 + }, + "14": { + "Dice": 0.2741841993952971, + "FN": 45389, + "FP": 942, + "IoU": 0.15887222686176972, + "TN": 99600718, + "TP": 8751, + "n_pred": 9693, + "n_ref": 54140 + }, + "15": { + "Dice": 0.056211446546019034, + "FN": 36571, + "FP": 9635, + "IoU": 0.028918498591904502, + "TN": 99608218, + "TP": 1376, + "n_pred": 11011, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8274220053027789, + "FN": 13797, + "FP": 28316, + "IoU": 0.7056434702379288, + "TN": 99512732, + "TP": 100955, + "n_pred": 129271, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7795617680392898, + "FN": 28888, + "FP": 24794, + "IoU": 0.6387556105865965, + "TN": 99507197, + "TP": 94921, + "n_pred": 119715, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5388873038516405, + "FN": 9462, + "FP": 6700, + "IoU": 0.3688198078575334, + "TN": 99630194, + "TP": 9444, + "n_pred": 16144, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7483919788119561, + "FN": 2021, + "FP": 1304, + "IoU": 0.5979443772672309, + "TN": 99647530, + "TP": 4945, + "n_pred": 6249, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9345741682887735, + "FN": 111308, + "FP": 62699, + "IoU": 0.8771836954504036, + "TN": 98238993, + "TP": 1242800, + "n_pred": 1305499, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5622562269242617, + "FN": 37378, + "FP": 164414, + "IoU": 0.39106844867179463, + "TN": 99324413, + "TP": 129595, + "n_pred": 294009, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6810571404488786, + "FN": 12042, + "FP": 71204, + "IoU": 0.5163659179903094, + "TN": 99483674, + "TP": 88880, + "n_pred": 160084, + "n_ref": 100922 + }, + "9": { + "Dice": 0.6650891540420968, + "FN": 45925, + "FP": 4037, + "IoU": 0.49822739552681, + "TN": 99556229, + "TP": 49609, + "n_pred": 53646, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8341311529588721, + "FN": 126381, + "FP": 1098, + "IoU": 0.7154588228991822, + "TN": 62635504, + "TP": 320537, + "n_pred": 321635, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7761239522479045, + "FN": 17372, + "FP": 13477, + "IoU": 0.6341524157396646, + "TN": 62999198, + "TP": 53473, + "n_pred": 66950, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.45214220601640837, + "FN": 25319, + "FP": 23963, + "IoU": 0.2921083627797409, + "TN": 63013902, + "TP": 20336, + "n_pred": 44299, + "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": 0.6500660484355194, + "FN": 2174, + "FP": 128955, + "IoU": 0.48155396616415014, + "TN": 62830593, + "TP": 121798, + "n_pred": 250753, + "n_ref": 123972 + }, + "3": { + "Dice": 0.1078982973154809, + "FN": 120292, + "FP": 371, + "IoU": 0.05702563301031573, + "TN": 62955560, + "TP": 7297, + "n_pred": 7668, + "n_ref": 127589 + }, + "4": { + "Dice": 0.34628853054342656, + "FN": 14024, + "FP": 1097, + "IoU": 0.20940081564362648, + "TN": 63064394, + "TP": 4005, + "n_pred": 5102, + "n_ref": 18029 + }, + "5": { + "Dice": 0.24785831167581096, + "FN": 14379, + "FP": 1249, + "IoU": 0.1414601988683184, + "TN": 63065317, + "TP": 2575, + "n_pred": 3824, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8600785967429992, + "FN": 175555, + "FP": 134884, + "IoU": 0.7545069285352215, + "TN": 61818967, + "TP": 954114, + "n_pred": 1088998, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6803061129643592, + "FN": 24913, + "FP": 98907, + "IoU": 0.51550296598895, + "TN": 62827956, + "TP": 131744, + "n_pred": 230651, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7873913216086387, + "FN": 12790, + "FP": 40764, + "IoU": 0.649336703290947, + "TN": 62930798, + "TP": 99168, + "n_pred": 139932, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7873849437502779, + "FN": 7474, + "FP": 11652, + "IoU": 0.6493280284556572, + "TN": 63028979, + "TP": 35415, + "n_pred": 47067, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231557360226061, + "FN": 31372, + "FP": 15429, + "IoU": 0.8572787792107197, + "TN": 109280899, + "TP": 281118, + "n_pred": 296547, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3109770399520471, + "FN": 64063, + "FP": 41691, + "IoU": 0.18411652612657095, + "TN": 109479199, + "TP": 23865, + "n_pred": 65556, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.11169000325626832, + "FN": 73919, + "FP": 35201, + "IoU": 0.05914812898775651, + "TN": 109492838, + "TP": 6860, + "n_pred": 42061, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3784972658113986, + "FN": 62412, + "FP": 50901, + "IoU": 0.23342376046056948, + "TN": 109461001, + "TP": 34504, + "n_pred": 85405, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8126597569942925, + "FN": 10706, + "FP": 32096, + "IoU": 0.6844371373592751, + "TN": 109473181, + "TP": 92835, + "n_pred": 124931, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6115151637349249, + "FN": 107909, + "FP": 26964, + "IoU": 0.4404190436676693, + "TN": 109367793, + "TP": 106152, + "n_pred": 133116, + "n_ref": 214061 + }, + "3": { + "Dice": 0.792872365281544, + "FN": 21718, + "FP": 95300, + "IoU": 0.6568256267834257, + "TN": 109267831, + "TP": 223969, + "n_pred": 319269, + "n_ref": 245687 + }, + "4": { + "Dice": 0.38444307015735585, + "FN": 36303, + "FP": 8488, + "IoU": 0.23796318350403212, + "TN": 109550040, + "TP": 13987, + "n_pred": 22475, + "n_ref": 50290 + }, + "5": { + "Dice": 0.4392764857881137, + "FN": 7237, + "FP": 1226, + "IoU": 0.2814569536423841, + "TN": 109597040, + "TP": 3315, + "n_pred": 4541, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8383074648954716, + "FN": 77376, + "FP": 375155, + "IoU": 0.7216259376410998, + "TN": 107983196, + "TP": 1173091, + "n_pred": 1548246, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6999745345085393, + "FN": 447568, + "FP": 195710, + "IoU": 0.5384314023755846, + "TN": 108215140, + "TP": 750400, + "n_pred": 946110, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8177174453011944, + "FN": 13699, + "FP": 20059, + "IoU": 0.6916429935054852, + "TN": 109499341, + "TP": 75719, + "n_pred": 95778, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5973162252489798, + "FN": 19635, + "FP": 28319, + "IoU": 0.42583812260536397, + "TN": 109525298, + "TP": 35566, + "n_pred": 63885, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8993077090701845, + "FN": 5126, + "FP": 6888, + "IoU": 0.8170382553606238, + "TN": 67001688, + "TP": 53650, + "n_pred": 60538, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4666621744550386, + "FN": 51094, + "FP": 12226, + "IoU": 0.30434400474610535, + "TN": 66976330, + "TP": 27702, + "n_pred": 39928, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.10562280800995588, + "FN": 35877, + "FP": 3650, + "IoU": 0.055755954229473735, + "TN": 67025491, + "TP": 2334, + "n_pred": 5984, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7024364487734387, + "FN": 24922, + "FP": 17909, + "IoU": 0.5413503239278257, + "TN": 66973967, + "TP": 50554, + "n_pred": 68463, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 15279, + "IoU": 0.0, + "TN": 67020711, + "TP": 0, + "n_pred": 15279, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5380727754581105, + "FN": 35792, + "FP": 153497, + "IoU": 0.3680571552573155, + "TN": 66767817, + "TP": 110246, + "n_pred": 263743, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0001994440497114294, + "FN": 160354, + "FP": 60, + "IoU": 9.973197032973882e-05, + "TN": 66906922, + "TP": 16, + "n_pred": 76, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 62, + "IoU": 0.0, + "TN": 67054251, + "TP": 0, + "n_pred": 62, + "n_ref": 13039 + }, + "5": { + "Dice": 0.25814234016887816, + "FN": 7423, + "FP": 1187, + "IoU": 0.1481994459833795, + "TN": 67057244, + "TP": 1498, + "n_pred": 2685, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9285221256011033, + "FN": 105255, + "FP": 44796, + "IoU": 0.8665807738885954, + "TN": 65942694, + "TP": 974607, + "n_pred": 1019403, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3111147660587505, + "FN": 277838, + "FP": 48861, + "IoU": 0.18421308908759934, + "TN": 66666881, + "TP": 73772, + "n_pred": 122633, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8701229772000949, + "FN": 8662, + "FP": 14340, + "IoU": 0.7701041437623684, + "TN": 66967298, + "TP": 77052, + "n_pred": 91392, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7854734465331605, + "FN": 25511, + "FP": 2802, + "IoU": 0.6467322137099792, + "TN": 66987206, + "TP": 51833, + "n_pred": 54635, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5509258357075209, + "FN": 109539, + "FP": 5684, + "IoU": 0.3801916073609071, + "TN": 74333379, + "TP": 70678, + "n_pred": 76362, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7115644586456925, + "FN": 15619, + "FP": 17239, + "IoU": 0.5522701259061427, + "TN": 74445892, + "TP": 40530, + "n_pred": 57769, + "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": 0.15679575828801007, + "FN": 37153, + "FP": 24551, + "IoU": 0.0850669474058807, + "TN": 74451839, + "TP": 5737, + "n_pred": 30288, + "n_ref": 42890 + }, + "14": { + "Dice": 0.26482238828340793, + "FN": 25741, + "FP": 8594, + "IoU": 0.152619758631753, + "TN": 74478761, + "TP": 6184, + "n_pred": 14778, + "n_ref": 31925 + }, + "15": { + "Dice": 0.10838765285783548, + "FN": 27341, + "FP": 22312, + "IoU": 0.05729908298684285, + "TN": 74466609, + "TP": 3018, + "n_pred": 25330, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6175476682507764, + "FN": 7778, + "FP": 157119, + "IoU": 0.4467044932170575, + "TN": 74221253, + "TP": 133130, + "n_pred": 290249, + "n_ref": 140908 + }, + "3": { + "Dice": 0.17647850484789263, + "FN": 140561, + "FP": 178, + "IoU": 0.09677895506966416, + "TN": 74363461, + "TP": 15080, + "n_pred": 15258, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 3324, + "IoU": 0.0, + "TN": 74502678, + "TP": 0, + "n_pred": 3324, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4972633049959241, + "FN": 5884, + "FP": 2750, + "IoU": 0.3309051456912585, + "TN": 74506376, + "TP": 4270, + "n_pred": 7020, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9075423601551353, + "FN": 158531, + "FP": 136384, + "IoU": 0.8307345997269163, + "TN": 72776957, + "TP": 1447408, + "n_pred": 1583792, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3063596156779015, + "FN": 96883, + "FP": 221491, + "IoU": 0.18088823253971112, + "TN": 74130598, + "TP": 70308, + "n_pred": 291799, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9548909197206068, + "FN": 2313, + "FP": 3551, + "IoU": 0.9136758427793317, + "TN": 74451350, + "TP": 62066, + "n_pred": 65617, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7764852023229092, + "FN": 30349, + "FP": 5638, + "IoU": 0.6346349090318388, + "TN": 74420784, + "TP": 62509, + "n_pred": 68147, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9054539472800762, + "FN": 13210, + "FP": 43116, + "IoU": 0.8272415263204709, + "TN": 65725141, + "TP": 269713, + "n_pred": 312829, + "n_ref": 282923 + }, + "10": { + "Dice": 0.28363936739575624, + "FN": 67051, + "FP": 16203, + "IoU": 0.1652562765701452, + "TN": 65951444, + "TP": 16482, + "n_pred": 32685, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5173952282289535, + "FN": 27274, + "FP": 10693, + "IoU": 0.34897717724926697, + "TN": 65992861, + "TP": 20352, + "n_pred": 31045, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7762347081598895, + "FN": 15966, + "FP": 8654, + "IoU": 0.6343003134144349, + "TN": 65983857, + "TP": 42703, + "n_pred": 51357, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7246673116591519, + "FN": 4747, + "FP": 10336, + "IoU": 0.5682182526050613, + "TN": 66016248, + "TP": 19849, + "n_pred": 30185, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6467192364270808, + "FN": 68332, + "FP": 14282, + "IoU": 0.477889920432785, + "TN": 65892949, + "TP": 75617, + "n_pred": 89899, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7683101297384792, + "FN": 15854, + "FP": 69169, + "IoU": 0.6237853767323316, + "TN": 65825184, + "TP": 140973, + "n_pred": 210142, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7014173880056558, + "FN": 9189, + "FP": 8127, + "IoU": 0.5401407515602178, + "TN": 66013525, + "TP": 20339, + "n_pred": 28466, + "n_ref": 29528 + }, + "5": { + "Dice": 0.792653713068938, + "FN": 2534, + "FP": 1361, + "IoU": 0.6565255731922398, + "TN": 66039840, + "TP": 7445, + "n_pred": 8806, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8743323114597771, + "FN": 63045, + "FP": 213040, + "IoU": 0.7767232908618172, + "TN": 64814665, + "TP": 960430, + "n_pred": 1173470, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7404922571349963, + "FN": 396527, + "FP": 10002, + "IoU": 0.5879219570739579, + "TN": 65064646, + "TP": 580005, + "n_pred": 590007, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6248769108900492, + "FN": 9908, + "FP": 75805, + "IoU": 0.45441525623317186, + "TN": 65894077, + "TP": 71390, + "n_pred": 147195, + "n_ref": 81298 + }, + "9": { + "Dice": 0.6279912708745048, + "FN": 36560, + "FP": 3159, + "IoU": 0.45771667303806457, + "TN": 65977936, + "TP": 33525, + "n_pred": 36684, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9363174098031755, + "FN": 4772, + "FP": 15479, + "IoU": 0.880260162601626, + "TN": 113303415, + "TP": 148874, + "n_pred": 164353, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7617257142857143, + "FN": 13915, + "FP": 27783, + "IoU": 0.6151510396957979, + "TN": 113364191, + "TP": 66651, + "n_pred": 94434, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.49975391563648996, + "FN": 42352, + "FP": 26764, + "IoU": 0.33311462755692783, + "TN": 113368900, + "TP": 34524, + "n_pred": 61288, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8244299140720803, + "FN": 77367, + "FP": 1951, + "IoU": 0.7013022225904363, + "TN": 113206994, + "TP": 186228, + "n_pred": 188179, + "n_ref": 263595 + }, + "15": { + "Dice": 0.19653993160329913, + "FN": 16021, + "FP": 31907, + "IoU": 0.10897936419408812, + "TN": 113418750, + "TP": 5862, + "n_pred": 37769, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7767480439411157, + "FN": 8157, + "FP": 60209, + "IoU": 0.634986144999653, + "TN": 113285243, + "TP": 118931, + "n_pred": 179140, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6583190674166463, + "FN": 59733, + "FP": 3138, + "IoU": 0.4906673795751713, + "TN": 113349102, + "TP": 60567, + "n_pred": 63705, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8360713900072501, + "FN": 3992, + "FP": 6635, + "IoU": 0.718318445675511, + "TN": 113434813, + "TP": 27100, + "n_pred": 33735, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6213137988149514, + "FN": 14633, + "FP": 7544, + "IoU": 0.4506564280406242, + "TN": 113432170, + "TP": 18193, + "n_pred": 25737, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8990319679138128, + "FN": 75643, + "FP": 164242, + "IoU": 0.8165831720020675, + "TN": 112164672, + "TP": 1067983, + "n_pred": 1232225, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6094630093089979, + "FN": 70814, + "FP": 117847, + "IoU": 0.4382932733102888, + "TN": 113136669, + "TP": 147210, + "n_pred": 265057, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8405519274434377, + "FN": 17262, + "FP": 57596, + "IoU": 0.7249586655399199, + "TN": 113200370, + "TP": 197312, + "n_pred": 254908, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6191650957406184, + "FN": 55165, + "FP": 7664, + "IoU": 0.44839907640711835, + "TN": 113358637, + "TP": 51074, + "n_pred": 58738, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7538073407629634, + "FN": 8717, + "FP": 68668, + "IoU": 0.6048882852708112, + "TN": 75000872, + "TP": 118471, + "n_pred": 187139, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6467063904225661, + "FN": 40904, + "FP": 23724, + "IoU": 0.4778758917102255, + "TN": 75072949, + "TP": 59151, + "n_pred": 82875, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.199231445723244, + "FN": 44839, + "FP": 38931, + "IoU": 0.11063689736811373, + "TN": 75102537, + "TP": 10421, + "n_pred": 49352, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9098203156461542, + "FN": 14445, + "FP": 9068, + "IoU": 0.8345599617235654, + "TN": 75054604, + "TP": 118611, + "n_pred": 127679, + "n_ref": 133056 + }, + "15": { + "Dice": 0.1747202989866079, + "FN": 66519, + "FP": 2377, + "IoU": 0.0957224796230427, + "TN": 75120539, + "TP": 7293, + "n_pred": 9670, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6270536228069784, + "FN": 5741, + "FP": 161471, + "IoU": 0.45672113144650617, + "TN": 74888945, + "TP": 140571, + "n_pred": 302042, + "n_ref": 146312 + }, + "3": { + "Dice": 0.003062945467939232, + "FN": 147278, + "FP": 7001, + "IoU": 0.0015338217401434156, + "TN": 75042212, + "TP": 237, + "n_pred": 7238, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8658256639218247, + "FN": 4407, + "FP": 1964, + "IoU": 0.7633973335313997, + "TN": 75169801, + "TP": 20556, + "n_pred": 22520, + "n_ref": 24963 + }, + "5": { + "Dice": 0.5750415359054828, + "FN": 4586, + "FP": 18, + "IoU": 0.40354968260137325, + "TN": 75189009, + "TP": 3115, + "n_pred": 3133, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9641432315209331, + "FN": 33809, + "FP": 57138, + "IoU": 0.93076886772345, + "TN": 73883056, + "TP": 1222725, + "n_pred": 1279863, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6143935727665037, + "FN": 29303, + "FP": 124478, + "IoU": 0.44341131846017984, + "TN": 74920436, + "TP": 122511, + "n_pred": 246989, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8176399043023831, + "FN": 23564, + "FP": 3724, + "IoU": 0.6915320529486905, + "TN": 75108265, + "TP": 61175, + "n_pred": 64899, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6489649711549338, + "FN": 34205, + "FP": 12344, + "IoU": 0.4803465175212387, + "TN": 75107151, + "TP": 43028, + "n_pred": 55372, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9161402893125902, + "FN": 27879, + "FP": 6533, + "IoU": 0.8452572600300384, + "TN": 86705490, + "TP": 187970, + "n_pred": 194503, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5702738705380326, + "FN": 30941, + "FP": 26158, + "IoU": 0.39886930705577667, + "TN": 86832886, + "TP": 37887, + "n_pred": 64045, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3577730790094209, + "FN": 39202, + "FP": 18811, + "IoU": 0.21785849107479913, + "TN": 86853700, + "TP": 16159, + "n_pred": 34970, + "n_ref": 55361 + }, + "14": { + "Dice": 0.708719917528705, + "FN": 23467, + "FP": 25697, + "IoU": 0.5488506538196835, + "TN": 86818897, + "TP": 59811, + "n_pred": 85508, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8484820211727307, + "FN": 35337, + "FP": 10134, + "IoU": 0.7368378408097831, + "TN": 86755085, + "TP": 127316, + "n_pred": 137450, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7302568474901417, + "FN": 21439, + "FP": 54491, + "IoU": 0.5751217055564881, + "TN": 86749162, + "TP": 102780, + "n_pred": 157271, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7723306993624065, + "FN": 53943, + "FP": 14687, + "IoU": 0.6291032112322874, + "TN": 86742834, + "TP": 116408, + "n_pred": 131095, + "n_ref": 170351 + }, + "4": { + "Dice": 0.34440118178794343, + "FN": 7721, + "FP": 25786, + "IoU": 0.20802212347546564, + "TN": 86885564, + "TP": 8801, + "n_pred": 34587, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6803927175674388, + "FN": 1904, + "FP": 1449, + "IoU": 0.5156024270442069, + "TN": 86920950, + "TP": 3569, + "n_pred": 5018, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8933298956363415, + "FN": 25725, + "FP": 248576, + "IoU": 0.8072233017896612, + "TN": 85504977, + "TP": 1148594, + "n_pred": 1397170, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7874538228646488, + "FN": 320308, + "FP": 59139, + "IoU": 0.6494217191175465, + "TN": 85845526, + "TP": 702899, + "n_pred": 762038, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8695668360603861, + "FN": 7674, + "FP": 6340, + "IoU": 0.7692333025951785, + "TN": 86867144, + "TP": 46714, + "n_pred": 53054, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7723030607124938, + "FN": 12280, + "FP": 10410, + "IoU": 0.6290665358836031, + "TN": 86866702, + "TP": 38480, + "n_pred": 48890, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37753089804699036, + "FN": 16862, + "FP": 219248, + "IoU": 0.2326891141363162, + "TN": 37441889, + "TP": 71601, + "n_pred": 290849, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6334132919429942, + "FN": 23332, + "FP": 18236, + "IoU": 0.4635002581311306, + "TN": 37672120, + "TP": 35912, + "n_pred": 54148, + "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": 0.4563677467972871, + "FN": 29745, + "FP": 6325, + "IoU": 0.2956453817613747, + "TN": 37698390, + "TP": 15140, + "n_pred": 21465, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3052773166962395, + "FN": 25605, + "FP": 314245, + "IoU": 0.18013408311802354, + "TN": 37335081, + "TP": 74669, + "n_pred": 388914, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8295, + "IoU": 0.0, + "TN": 37741305, + "TP": 0, + "n_pred": 8295, + "n_ref": 0 + }, + "2": { + "Dice": 0.5570532032070493, + "FN": 45865, + "FP": 40596, + "IoU": 0.3860524895617349, + "TN": 37608772, + "TP": 54367, + "n_pred": 94963, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5094613817231172, + "FN": 55570, + "FP": 8227, + "IoU": 0.3417968346986361, + "TN": 37652674, + "TP": 33129, + "n_pred": 41356, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 147, + "IoU": 0.0, + "TN": 37737759, + "TP": 0, + "n_pred": 147, + "n_ref": 11694 + }, + "5": { + "Dice": 0.41750634566571804, + "FN": 7335, + "FP": 238, + "IoU": 0.2638281325945368, + "TN": 37739313, + "TP": 2714, + "n_pred": 2952, + "n_ref": 10049 + }, + "6": { + "Dice": 0.62708136977694, + "FN": 369269, + "FP": 74669, + "IoU": 0.45675057208237985, + "TN": 36932410, + "TP": 373252, + "n_pred": 447921, + "n_ref": 742521 + }, + "7": { + "Dice": 0.602796844989824, + "FN": 108489, + "FP": 203582, + "IoU": 0.43143106485859156, + "TN": 37200729, + "TP": 236800, + "n_pred": 440382, + "n_ref": 345289 + }, + "8": { + "Dice": 0.877374594581413, + "FN": 6129, + "FP": 13985, + "IoU": 0.781538160767234, + "TN": 37657529, + "TP": 71957, + "n_pred": 85942, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8092756433563608, + "FN": 14707, + "FP": 4177, + "IoU": 0.6796498608943475, + "TN": 37690652, + "TP": 40064, + "n_pred": 44241, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.861778868673999, + "FN": 37046, + "FP": 14593, + "IoU": 0.757127806676763, + "TN": 75694070, + "TP": 160979, + "n_pred": 175572, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7280750356181732, + "FN": 40523, + "FP": 14445, + "IoU": 0.5724198014872895, + "TN": 75778132, + "TP": 73588, + "n_pred": 88033, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.43572782810195915, + "FN": 25988, + "FP": 14191, + "IoU": 0.27854988149105797, + "TN": 75850996, + "TP": 15513, + "n_pred": 29704, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8578076761666535, + "FN": 20457, + "FP": 13764, + "IoU": 0.7510185966648235, + "TN": 75769244, + "TP": 103223, + "n_pred": 116987, + "n_ref": 123680 + }, + "15": { + "Dice": 0.84640291652176, + "FN": 46111, + "FP": 5121, + "IoU": 0.7337075731586881, + "TN": 75714298, + "TP": 141158, + "n_pred": 146279, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5887118651300449, + "FN": 96141, + "FP": 38794, + "IoU": 0.4171450539292548, + "TN": 75675181, + "TP": 96572, + "n_pred": 135366, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7383666081125665, + "FN": 44222, + "FP": 102485, + "IoU": 0.5852465643826632, + "TN": 75552967, + "TP": 207014, + "n_pred": 309499, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7024119095774687, + "FN": 4651, + "FP": 16978, + "IoU": 0.5413211748489025, + "TN": 75859533, + "TP": 25526, + "n_pred": 42504, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7741991871695145, + "FN": 771, + "FP": 4396, + "IoU": 0.6315864527629234, + "TN": 75892663, + "TP": 8858, + "n_pred": 13254, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9476865688674514, + "FN": 87599, + "FP": 91181, + "IoU": 0.900574430421844, + "TN": 74108559, + "TP": 1619349, + "n_pred": 1710530, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6138573987124256, + "FN": 115213, + "FP": 84220, + "IoU": 0.4428529922839248, + "TN": 75548734, + "TP": 158521, + "n_pred": 242741, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8455414511832001, + "FN": 10816, + "FP": 18752, + "IoU": 0.7324138679988054, + "TN": 75796189, + "TP": 80931, + "n_pred": 99683, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8189940625713633, + "FN": 20364, + "FP": 5000, + "IoU": 0.6934715877504652, + "TN": 75823942, + "TP": 57382, + "n_pred": 62382, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880398708985778, + "FN": 17182, + "FP": 2452, + "IoU": 0.798625641025641, + "TN": 61290250, + "TP": 77866, + "n_pred": 80318, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8287718949044586, + "FN": 11433, + "FP": 16095, + "IoU": 0.7076092960020394, + "TN": 61293602, + "TP": 66620, + "n_pred": 82715, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.3513236673158768, + "FN": 27279, + "FP": 17684, + "IoU": 0.21309438387091129, + "TN": 61330611, + "TP": 12176, + "n_pred": 29860, + "n_ref": 39455 + }, + "14": { + "Dice": 0.800431116810827, + "FN": 7790, + "FP": 21466, + "IoU": 0.667265655210063, + "TN": 61299824, + "TP": 58670, + "n_pred": 80136, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7888289518607033, + "FN": 13850, + "FP": 1613, + "IoU": 0.6512944254014071, + "TN": 61343406, + "TP": 28881, + "n_pred": 30494, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6604544511419801, + "FN": 9023, + "FP": 118621, + "IoU": 0.4930436682089878, + "TN": 61135965, + "TP": 124141, + "n_pred": 242762, + "n_ref": 133164 + }, + "3": { + "Dice": 0.32657516597176245, + "FN": 106245, + "FP": 6654, + "IoU": 0.1951537704777792, + "TN": 61247476, + "TP": 27375, + "n_pred": 34029, + "n_ref": 133620 + }, + "4": { + "Dice": 0.45278044639067005, + "FN": 8843, + "FP": 15650, + "IoU": 0.2926413677583319, + "TN": 61353124, + "TP": 10133, + "n_pred": 25783, + "n_ref": 18976 + }, + "5": { + "Dice": 0.16307106598984772, + "FN": 24868, + "FP": 4150, + "IoU": 0.08877374784110535, + "TN": 61355905, + "TP": 2827, + "n_pred": 6977, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8840717484539014, + "FN": 61926, + "FP": 182700, + "IoU": 0.7922299191090787, + "TN": 60210362, + "TP": 932762, + "n_pred": 1115462, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5583845765785419, + "FN": 77751, + "FP": 84196, + "IoU": 0.3873325489632317, + "TN": 61123419, + "TP": 102384, + "n_pred": 186580, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8278022365624412, + "FN": 19835, + "FP": 74388, + "IoU": 0.7061967377713197, + "TN": 61067049, + "TP": 226478, + "n_pred": 300866, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7122140828225445, + "FN": 32077, + "FP": 6423, + "IoU": 0.5530531692593452, + "TN": 61301610, + "TP": 47640, + "n_pred": 54063, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586014466880893, + "FN": 4288, + "FP": 11365, + "IoU": 0.9204943137663235, + "TN": 39551921, + "TP": 181226, + "n_pred": 192591, + "n_ref": 185514 + }, + "10": { + "Dice": 0.443420244052322, + "FN": 26577, + "FP": 36823, + "IoU": 0.2848683097400034, + "TN": 39660145, + "TP": 25255, + "n_pred": 62078, + "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": 0.3525425717596327, + "FN": 31793, + "FP": 12350, + "IoU": 0.21399191609836007, + "TN": 39692639, + "TP": 12018, + "n_pred": 24368, + "n_ref": 43811 + }, + "14": { + "Dice": 0.10793570434122263, + "FN": 29069, + "FP": 41413, + "IoU": 0.05704653091804244, + "TN": 39674054, + "TP": 4264, + "n_pred": 45677, + "n_ref": 33333 + }, + "15": { + "Dice": 0.04156677678150071, + "FN": 50615, + "FP": 158, + "IoU": 0.021224505532636773, + "TN": 39696926, + "TP": 1101, + "n_pred": 1259, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6223950137994992, + "FN": 6105, + "FP": 129482, + "IoU": 0.4517949775400378, + "TN": 39501471, + "TP": 111742, + "n_pred": 241224, + "n_ref": 117847 + }, + "3": { + "Dice": 0.16355708245243128, + "FN": 121897, + "FP": 4707, + "IoU": 0.08906189290699515, + "TN": 39609818, + "TP": 12378, + "n_pred": 17085, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7765426993894875, + "FN": 7810, + "FP": 1377, + "IoU": 0.6347117296222664, + "TN": 39723650, + "TP": 15963, + "n_pred": 17340, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7044407411038134, + "FN": 2931, + "FP": 84, + "IoU": 0.5437348668280871, + "TN": 39742192, + "TP": 3593, + "n_pred": 3677, + "n_ref": 6524 + }, + "6": { + "Dice": 0.964105587496127, + "FN": 31829, + "FP": 34899, + "IoU": 0.9306987042876075, + "TN": 38785932, + "TP": 896140, + "n_pred": 931039, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7279413996176153, + "FN": 276337, + "FP": 64319, + "IoU": 0.5722546110680702, + "TN": 38952401, + "TP": 455743, + "n_pred": 520062, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8062342179635111, + "FN": 1322, + "FP": 21852, + "IoU": 0.6753705208304149, + "TN": 39677414, + "TP": 48212, + "n_pred": 70064, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7696296206136881, + "FN": 10013, + "FP": 8914, + "IoU": 0.6255267791781256, + "TN": 39698257, + "TP": 31616, + "n_pred": 40530, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5570254503129835, + "FN": 18470, + "FP": 106362, + "IoU": 0.3860258314561426, + "TN": 101193290, + "TP": 78486, + "n_pred": 184848, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6102296259126022, + "FN": 39220, + "FP": 15929, + "IoU": 0.439086655817738, + "TN": 101298288, + "TP": 43171, + "n_pred": 59100, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5288774682918115, + "FN": 30701, + "FP": 3584, + "IoU": 0.3595060621345439, + "TN": 101343079, + "TP": 19244, + "n_pred": 22828, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8912282024459125, + "FN": 33710, + "FP": 915, + "IoU": 0.8037976835377049, + "TN": 101220132, + "TP": 141851, + "n_pred": 142766, + "n_ref": 175561 + }, + "15": { + "Dice": 0.15547829187839887, + "FN": 24258, + "FP": 4161, + "IoU": 0.08429192846785886, + "TN": 101365573, + "TP": 2616, + "n_pred": 6777, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7086028937425122, + "FN": 27958, + "FP": 98520, + "IoU": 0.5487103001152506, + "TN": 101116349, + "TP": 153781, + "n_pred": 252301, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5950649144686097, + "FN": 84628, + "FP": 27718, + "IoU": 0.4235533161616058, + "TN": 101201714, + "TP": 82548, + "n_pred": 110266, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7197817493458047, + "FN": 3682, + "FP": 1351, + "IoU": 0.5622336261633469, + "TN": 101385111, + "TP": 6464, + "n_pred": 7815, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6802001752947496, + "FN": 14458, + "FP": 8164, + "IoU": 0.5153813196229649, + "TN": 101349928, + "TP": 24058, + "n_pred": 32222, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9081868490648256, + "FN": 95462, + "FP": 255351, + "IoU": 0.8318152682873743, + "TN": 99310729, + "TP": 1735066, + "n_pred": 1990417, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6072311335877468, + "FN": 226159, + "FP": 77665, + "IoU": 0.4359884459163443, + "TN": 100857924, + "TP": 234860, + "n_pred": 312525, + "n_ref": 461019 + }, + "8": { + "Dice": 0.911565864210561, + "FN": 20365, + "FP": 25300, + "IoU": 0.8375020906059732, + "TN": 101115589, + "TP": 235354, + "n_pred": 260654, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8064127378300405, + "FN": 20373, + "FP": 11433, + "IoU": 0.6756210990086893, + "TN": 101298556, + "TP": 66246, + "n_pred": 77679, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.730700940002321, + "FN": 91066, + "FP": 1756, + "IoU": 0.5756727969243569, + "TN": 73664753, + "TP": 125929, + "n_pred": 127685, + "n_ref": 216995 + }, + "10": { + "Dice": 0.037687512966921945, + "FN": 73752, + "FP": 32929, + "IoU": 0.01920566332628482, + "TN": 73774734, + "TP": 2089, + "n_pred": 35018, + "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": 21973, + "IoU": 0.0, + "TN": 73800292, + "TP": 0, + "n_pred": 21973, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7366338980115488, + "FN": 20327, + "FP": 37460, + "IoU": 0.583072394337744, + "TN": 73744902, + "TP": 80815, + "n_pred": 118275, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8889334218627392, + "FN": 38088, + "FP": 7913, + "IoU": 0.8000721463092382, + "TN": 73653416, + "TP": 184087, + "n_pred": 192000, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4421239991230909, + "FN": 106347, + "FP": 107411, + "IoU": 0.2837992233491143, + "TN": 73585043, + "TP": 84703, + "n_pred": 192114, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5993803537788941, + "FN": 86352, + "FP": 48902, + "IoU": 0.4279394162405417, + "TN": 73647071, + "TP": 101179, + "n_pred": 150081, + "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": 0.3002251139296107, + "FN": 12394, + "FP": 351, + "IoU": 0.17662639705407326, + "TN": 73868025, + "TP": 2734, + "n_pred": 3085, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7368926183724561, + "FN": 77438, + "FP": 1082182, + "IoU": 0.5833966526448072, + "TN": 71099993, + "TP": 1623891, + "n_pred": 2706073, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3490635347161418, + "FN": 120573, + "FP": 73464, + "IoU": 0.21143365723412297, + "TN": 73637441, + "TP": 52026, + "n_pred": 125490, + "n_ref": 172599 + }, + "8": { + "Dice": 0.661911919915566, + "FN": 38055, + "FP": 4229, + "IoU": 0.49466991730006216, + "TN": 73799828, + "TP": 41392, + "n_pred": 45621, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7227893637895902, + "FN": 18352, + "FP": 36745, + "IoU": 0.5659124214109008, + "TN": 73756578, + "TP": 71829, + "n_pred": 108574, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8940657410291633, + "FN": 12258, + "FP": 29232, + "IoU": 0.8084257574778135, + "TN": 69279202, + "TP": 175084, + "n_pred": 204316, + "n_ref": 187342 + }, + "10": { + "Dice": 0.48365761082712366, + "FN": 31093, + "FP": 46584, + "IoU": 0.31896332535486643, + "TN": 69381719, + "TP": 36380, + "n_pred": 82964, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.532084183475357, + "FN": 40135, + "FP": 26142, + "IoU": 0.36247595228934204, + "TN": 69391816, + "TP": 37683, + "n_pred": 63825, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8384383706046231, + "FN": 39682, + "FP": 3232, + "IoU": 0.7218199614953296, + "TN": 69341509, + "TP": 111353, + "n_pred": 114585, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7712044017545621, + "FN": 28680, + "FP": 10075, + "IoU": 0.6276099970212643, + "TN": 69391705, + "TP": 65316, + "n_pred": 75391, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6362758854916121, + "FN": 7768, + "FP": 155016, + "IoU": 0.466572291801839, + "TN": 69190610, + "TP": 142382, + "n_pred": 297398, + "n_ref": 150150 + }, + "3": { + "Dice": 0.21754516094138734, + "FN": 151452, + "FP": 453, + "IoU": 0.12204806325207199, + "TN": 69322754, + "TP": 21117, + "n_pred": 21570, + "n_ref": 172569 + }, + "4": { + "Dice": 0.09273204453059335, + "FN": 34416, + "FP": 18475, + "IoU": 0.04862035471453754, + "TN": 69440182, + "TP": 2703, + "n_pred": 21178, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7894566623544631, + "FN": 4447, + "FP": 3365, + "IoU": 0.6521506812717072, + "TN": 69473318, + "TP": 14646, + "n_pred": 18011, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9240729310031235, + "FN": 159208, + "FP": 52856, + "IoU": 0.8588620526711613, + "TN": 67993246, + "TP": 1290466, + "n_pred": 1343322, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.72000517545072, + "FN": 68141, + "FP": 122293, + "IoU": 0.5625063177144117, + "TN": 69060492, + "TP": 244850, + "n_pred": 367143, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6232413531837441, + "FN": 17121, + "FP": 69402, + "IoU": 0.4526874442553784, + "TN": 69337689, + "TP": 71564, + "n_pred": 140966, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6545319061406029, + "FN": 38207, + "FP": 6300, + "IoU": 0.4864715180745134, + "TN": 69409107, + "TP": 42162, + "n_pred": 48462, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9140296605875171, + "FN": 13014, + "FP": 22614, + "IoU": 0.8416709254527275, + "TN": 50608527, + "TP": 189397, + "n_pred": 212011, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7147393000541048, + "FN": 25641, + "FP": 14429, + "IoU": 0.5561045320098815, + "TN": 50743283, + "TP": 50199, + "n_pred": 64628, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.34032483230617316, + "FN": 28273, + "FP": 49223, + "IoU": 0.2050550848326939, + "TN": 50736066, + "TP": 19990, + "n_pred": 69213, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0363418221224553, + "FN": 49798, + "FP": 0, + "IoU": 0.01850720381575576, + "TN": 50782815, + "TP": 939, + "n_pred": 939, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 76916, + "IoU": 0.0, + "TN": 50721880, + "TP": 0, + "n_pred": 76916, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7176969378621314, + "FN": 11220, + "FP": 146787, + "IoU": 0.5596936941455789, + "TN": 50474695, + "TP": 200850, + "n_pred": 347637, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5066691859814131, + "FN": 130734, + "FP": 10256, + "IoU": 0.3392879737196039, + "TN": 50620161, + "TP": 72401, + "n_pred": 82657, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8070320922132846, + "FN": 3367, + "FP": 3614, + "IoU": 0.6764910329487002, + "TN": 50811973, + "TP": 14598, + "n_pred": 18212, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7542866386282756, + "FN": 3518, + "FP": 2558, + "IoU": 0.6055057784703285, + "TN": 50818150, + "TP": 9326, + "n_pred": 11884, + "n_ref": 12844 + }, + "6": { + "Dice": 0.970823248566029, + "FN": 58856, + "FP": 69624, + "IoU": 0.9433007957217873, + "TN": 48567559, + "TP": 2137513, + "n_pred": 2207137, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5740510307908671, + "FN": 51212, + "FP": 211682, + "IoU": 0.40257473667465826, + "TN": 50393507, + "TP": 177151, + "n_pred": 388833, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8481014899475021, + "FN": 7125, + "FP": 27191, + "IoU": 0.7362640740883065, + "TN": 50703437, + "TP": 95799, + "n_pred": 122990, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7104179400595196, + "FN": 44219, + "FP": 13581, + "IoU": 0.5508900613058376, + "TN": 50704853, + "TP": 70899, + "n_pred": 84480, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9137307434695244, + "FN": 20965, + "FP": 15099, + "IoU": 0.8411641386114194, + "TN": 76657808, + "TP": 190988, + "n_pred": 206087, + "n_ref": 211953 + }, + "10": { + "Dice": 0.3809216556072882, + "FN": 38983, + "FP": 45450, + "IoU": 0.23527067539783894, + "TN": 76774451, + "TP": 25976, + "n_pred": 71426, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.3267849157847667, + "FN": 31821, + "FP": 13345, + "IoU": 0.19530359179019385, + "TN": 76828732, + "TP": 10962, + "n_pred": 24307, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6404085307075197, + "FN": 41316, + "FP": 3821, + "IoU": 0.4710301183639986, + "TN": 76799530, + "TP": 40193, + "n_pred": 44014, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6308120280831898, + "FN": 18586, + "FP": 6497, + "IoU": 0.46071981424148606, + "TN": 76838348, + "TP": 21429, + "n_pred": 27926, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6478626067635175, + "FN": 12343, + "FP": 87183, + "IoU": 0.4791396273812016, + "TN": 76693780, + "TP": 91554, + "n_pred": 178737, + "n_ref": 103897 + }, + "3": { + "Dice": 0.40096841321122906, + "FN": 72650, + "FP": 1331, + "IoU": 0.2507570310205487, + "TN": 76786119, + "TP": 24760, + "n_pred": 26091, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7306785282895872, + "FN": 5827, + "FP": 8220, + "IoU": 0.5756449761343726, + "TN": 76851758, + "TP": 19055, + "n_pred": 27275, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8171565643908202, + "FN": 4343, + "FP": 764, + "IoU": 0.6908408499303832, + "TN": 76868341, + "TP": 11412, + "n_pred": 12176, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9060989321386425, + "FN": 58815, + "FP": 163420, + "IoU": 0.8283189026500544, + "TN": 75590396, + "TP": 1072229, + "n_pred": 1235649, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5559767910118785, + "FN": 44494, + "FP": 141847, + "IoU": 0.3850192902380504, + "TN": 76581857, + "TP": 116662, + "n_pred": 258509, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7005346263831903, + "FN": 6876, + "FP": 53339, + "IoU": 0.5390944927092503, + "TN": 76754215, + "TP": 70430, + "n_pred": 123769, + "n_ref": 77306 + }, + "9": { + "Dice": 0.6571667603856651, + "FN": 43851, + "FP": 6143, + "IoU": 0.48938821366561125, + "TN": 76786950, + "TP": 47916, + "n_pred": 54059, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7125261484394612, + "FN": 39419, + "FP": 29293, + "IoU": 0.5534296075806221, + "TN": 130846066, + "TP": 85154, + "n_pred": 114447, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5026555045458637, + "FN": 29643, + "FP": 25607, + "IoU": 0.33569796801731394, + "TN": 130916762, + "TP": 27920, + "n_pred": 53527, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.21138027473883358, + "FN": 68138, + "FP": 8560, + "IoU": 0.11818066845257942, + "TN": 130912955, + "TP": 10279, + "n_pred": 18839, + "n_ref": 78417 + }, + "14": { + "Dice": 0.3135056394225274, + "FN": 769218, + "FP": 5541, + "IoU": 0.1858918990486158, + "TN": 130048266, + "TP": 176907, + "n_pred": 182448, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 59211, + "IoU": 0.0, + "TN": 130915411, + "TP": 0, + "n_pred": 59211, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5389271242405815, + "FN": 124027, + "FP": 38231, + "IoU": 0.3688571139618649, + "TN": 130742846, + "TP": 94828, + "n_pred": 133059, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7041328652055648, + "FN": 77374, + "FP": 95463, + "IoU": 0.5433681017902057, + "TN": 130621428, + "TP": 205667, + "n_pred": 301130, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 14209, + "IoU": 0.0, + "TN": 130983443, + "TP": 0, + "n_pred": 14209, + "n_ref": 2280 + }, + "5": { + "Dice": 0.47930324030717364, + "FN": 16042, + "FP": 638, + "IoU": 0.31518659933489346, + "TN": 130975575, + "TP": 7677, + "n_pred": 8315, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8319702158052281, + "FN": 73439, + "FP": 491892, + "IoU": 0.7122851035676115, + "TN": 129035032, + "TP": 1399569, + "n_pred": 1891461, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.27572482708025314, + "FN": 142618, + "FP": 180211, + "IoU": 0.1599076710090091, + "TN": 130615654, + "TP": 61449, + "n_pred": 241660, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7788092340493779, + "FN": 43470, + "FP": 3422, + "IoU": 0.637745760747808, + "TN": 130870487, + "TP": 82553, + "n_pred": 85975, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6605531337930632, + "FN": 11911, + "FP": 34655, + "IoU": 0.4931536669786882, + "TN": 130908058, + "TP": 45308, + "n_pred": 79963, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7235805235258758, + "FN": 24315, + "FP": 976, + "IoU": 0.5668830167999589, + "TN": 74368305, + "TP": 33102, + "n_pred": 34078, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5576242756938091, + "FN": 42206, + "FP": 15816, + "IoU": 0.38660126227653796, + "TN": 74332107, + "TP": 36569, + "n_pred": 52385, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.23464124419815124, + "FN": 88338, + "FP": 9445, + "IoU": 0.13291419855992623, + "TN": 74313926, + "TP": 14989, + "n_pred": 24434, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9073341780357722, + "FN": 16934, + "FP": 14514, + "IoU": 0.830385795727284, + "TN": 74241289, + "TP": 153961, + "n_pred": 168475, + "n_ref": 170895 + }, + "15": { + "Dice": 0.1534915692855121, + "FN": 20320, + "FP": 615, + "IoU": 0.08312530109928612, + "TN": 74403865, + "TP": 1898, + "n_pred": 2513, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5876852866449119, + "FN": 21142, + "FP": 115824, + "IoU": 0.41611496438269735, + "TN": 74192121, + "TP": 97611, + "n_pred": 213435, + "n_ref": 118753 + }, + "3": { + "Dice": 0.26853428439944776, + "FN": 107852, + "FP": 19306, + "IoU": 0.15509073149987707, + "TN": 74276199, + "TP": 23341, + "n_pred": 42647, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6911045531197302, + "FN": 14067, + "FP": 587, + "IoU": 0.5280059264985345, + "TN": 74395651, + "TP": 16393, + "n_pred": 16980, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9321187752259833, + "FN": 33551, + "FP": 90837, + "IoU": 0.872867462786638, + "TN": 73448286, + "TP": 854024, + "n_pred": 944861, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6166137689956268, + "FN": 66196, + "FP": 38654, + "IoU": 0.4457278489377111, + "TN": 74237531, + "TP": 84317, + "n_pred": 122971, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6811289092295957, + "FN": 9746, + "FP": 21607, + "IoU": 0.5164484338129829, + "TN": 74361859, + "TP": 33486, + "n_pred": 55093, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7981676270131363, + "FN": 8769, + "FP": 3876, + "IoU": 0.664125584360391, + "TN": 74389050, + "TP": 25003, + "n_pred": 28879, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.778688476942841, + "FN": 6444, + "FP": 69700, + "IoU": 0.6375838287299918, + "TN": 106436587, + "TP": 133957, + "n_pred": 203657, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7582522269472899, + "FN": 22137, + "FP": 27093, + "IoU": 0.6106330475497485, + "TN": 106520252, + "TP": 77206, + "n_pred": 104299, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.38801985762457847, + "FN": 24373, + "FP": 27895, + "IoU": 0.24071007292483804, + "TN": 106577850, + "TP": 16570, + "n_pred": 44465, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7689681923972072, + "FN": 25651, + "FP": 1151, + "IoU": 0.624653390471389, + "TN": 106575282, + "TP": 44604, + "n_pred": 45755, + "n_ref": 70255 + }, + "15": { + "Dice": 0.05820364296182567, + "FN": 25727, + "FP": 1263, + "IoU": 0.029974123059229443, + "TN": 106618864, + "TP": 834, + "n_pred": 2097, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7899735044714735, + "FN": 46839, + "FP": 27515, + "IoU": 0.6528563691710086, + "TN": 106432500, + "TP": 139834, + "n_pred": 167349, + "n_ref": 186673 + }, + "3": { + "Dice": 0.800163773627144, + "FN": 14667, + "FP": 53176, + "IoU": 0.6668941610856884, + "TN": 106443020, + "TP": 135825, + "n_pred": 189001, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6376109765940274, + "FN": 5343, + "FP": 45, + "IoU": 0.46800947867298576, + "TN": 106636560, + "TP": 4740, + "n_pred": 4785, + "n_ref": 10083 + }, + "5": { + "Dice": 0.647167325428195, + "FN": 1986, + "FP": 692, + "IoU": 0.4783794312426958, + "TN": 106641554, + "TP": 2456, + "n_pred": 3148, + "n_ref": 4442 + }, + "6": { + "Dice": 0.936203400997543, + "FN": 39210, + "FP": 128886, + "IoU": 0.880058652072623, + "TN": 105245203, + "TP": 1233389, + "n_pred": 1362275, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7718631461620538, + "FN": 77500, + "FP": 75805, + "IoU": 0.6284830096499179, + "TN": 106234042, + "TP": 259341, + "n_pred": 335146, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7589882027100461, + "FN": 6084, + "FP": 35163, + "IoU": 0.6115882253234646, + "TN": 106540494, + "TP": 64947, + "n_pred": 100110, + "n_ref": 71031 + }, + "9": { + "Dice": 0.6241771440450251, + "FN": 44549, + "FP": 4264, + "IoU": 0.4536755159600663, + "TN": 106557340, + "TP": 40535, + "n_pred": 44799, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9084922714304262, + "FN": 18298, + "FP": 9189, + "IoU": 0.8323278412522189, + "TN": 107962995, + "TP": 136446, + "n_pred": 145635, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7723197147620124, + "FN": 7710, + "FP": 35585, + "IoU": 0.6290886349228106, + "TN": 108010202, + "TP": 73431, + "n_pred": 109016, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5180296013213719, + "FN": 37434, + "FP": 36975, + "IoU": 0.34955462118761854, + "TN": 108012531, + "TP": 39988, + "n_pred": 76963, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5909365898954655, + "FN": 18892, + "FP": 10183, + "IoU": 0.41938253854141705, + "TN": 108076852, + "TP": 21001, + "n_pred": 31184, + "n_ref": 39893 + }, + "15": { + "Dice": 0.43096202043570464, + "FN": 16054, + "FP": 13462, + "IoU": 0.27466640454132163, + "TN": 108086235, + "TP": 11177, + "n_pred": 24639, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7103948520810324, + "FN": 16412, + "FP": 125445, + "IoU": 0.5508622955075781, + "TN": 107811085, + "TP": 173986, + "n_pred": 299431, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6375493398552586, + "FN": 104697, + "FP": 3932, + "IoU": 0.46794306649425965, + "TN": 107922760, + "TP": 95539, + "n_pred": 99471, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8291986010863903, + "FN": 5450, + "FP": 6027, + "IoU": 0.7082316453121822, + "TN": 108087592, + "TP": 27859, + "n_pred": 33886, + "n_ref": 33309 + }, + "5": { + "Dice": 0.023229332726030515, + "FN": 3826, + "FP": 463, + "IoU": 0.011751152073732719, + "TN": 108122588, + "TP": 51, + "n_pred": 514, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8288343403694008, + "FN": 64987, + "FP": 519199, + "IoU": 0.7077003441433093, + "TN": 106128342, + "TP": 1414400, + "n_pred": 1933599, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7945580007916525, + "FN": 61672, + "FP": 39018, + "IoU": 0.6591424567199952, + "TN": 107831526, + "TP": 194712, + "n_pred": 233730, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7954898358925436, + "FN": 3980, + "FP": 16171, + "IoU": 0.6604260051902531, + "TN": 108067586, + "TP": 39191, + "n_pred": 55362, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7402405264352167, + "FN": 20960, + "FP": 7659, + "IoU": 0.5876046514979034, + "TN": 108057531, + "TP": 40778, + "n_pred": 48437, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6928951845550706, + "FN": 49555, + "FP": 16873, + "IoU": 0.5300991751906399, + "TN": 62428794, + "TP": 74938, + "n_pred": 91811, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7832543998128983, + "FN": 12260, + "FP": 13689, + "IoU": 0.643728976453628, + "TN": 62497325, + "TP": 46886, + "n_pred": 60575, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.576637058458996, + "FN": 19377, + "FP": 13415, + "IoU": 0.4051229954284885, + "TN": 62515036, + "TP": 22332, + "n_pred": 35747, + "n_ref": 41709 + }, + "14": { + "Dice": 0.848088192406907, + "FN": 91256, + "FP": 3027, + "IoU": 0.7362440308507454, + "TN": 62212697, + "TP": 263180, + "n_pred": 266207, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5486022206187007, + "FN": 44202, + "FP": 33368, + "IoU": 0.37798198978405384, + "TN": 62445453, + "TP": 47137, + "n_pred": 80505, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6622144785746122, + "FN": 77124, + "FP": 14577, + "IoU": 0.49500795753046717, + "TN": 62388571, + "TP": 89888, + "n_pred": 104465, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7374898566405194, + "FN": 42031, + "FP": 70547, + "IoU": 0.5841456882699518, + "TN": 62299445, + "TP": 158137, + "n_pred": 228684, + "n_ref": 200168 + }, + "4": { + "Dice": 0.875266052725855, + "FN": 2713, + "FP": 3206, + "IoU": 0.7781983062279847, + "TN": 62543474, + "TP": 20767, + "n_pred": 23973, + "n_ref": 23480 + }, + "5": { + "Dice": 0.14952851369555456, + "FN": 7509, + "FP": 67, + "IoU": 0.08080562970152876, + "TN": 62561918, + "TP": 666, + "n_pred": 733, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9243910844688356, + "FN": 41317, + "FP": 190359, + "IoU": 0.8594118839302727, + "TN": 60922254, + "TP": 1416230, + "n_pred": 1606589, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6611576383250203, + "FN": 44901, + "FP": 101157, + "IoU": 0.49382784504806726, + "TN": 62281606, + "TP": 142496, + "n_pred": 243653, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6393097160848706, + "FN": 5960, + "FP": 66441, + "IoU": 0.46984219968513163, + "TN": 62433595, + "TP": 64164, + "n_pred": 130605, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6078710289236605, + "FN": 17546, + "FP": 23804, + "IoU": 0.4366485013623978, + "TN": 62496760, + "TP": 32050, + "n_pred": 55854, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7593006829556335, + "FN": 95540, + "FP": 21857, + "IoU": 0.6119941169666022, + "TN": 55078683, + "TP": 185168, + "n_pred": 207025, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7536377031818391, + "FN": 11102, + "FP": 31700, + "IoU": 0.6046698500955953, + "TN": 55272979, + "TP": 65467, + "n_pred": 97167, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4152259597213973, + "FN": 35645, + "FP": 18508, + "IoU": 0.26200956676978426, + "TN": 55307869, + "TP": 19226, + "n_pred": 37734, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8765773012075352, + "FN": 9636, + "FP": 14455, + "IoU": 0.7802738026833028, + "TN": 55271607, + "TP": 85550, + "n_pred": 100005, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8634121198733524, + "FN": 5777, + "FP": 20193, + "IoU": 0.759652759782327, + "TN": 55273196, + "TP": 82082, + "n_pred": 102275, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6796669447474812, + "FN": 68273, + "FP": 51529, + "IoU": 0.5147693167596205, + "TN": 55134351, + "TP": 127095, + "n_pred": 178624, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6826526933418465, + "FN": 59865, + "FP": 55446, + "IoU": 0.5182025194810621, + "TN": 55141913, + "TP": 124024, + "n_pred": 179470, + "n_ref": 183889 + }, + "4": { + "Dice": 0.3897001099073638, + "FN": 3686, + "FP": 7975, + "IoU": 0.2420046801872075, + "TN": 55365864, + "TP": 3723, + "n_pred": 11698, + "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": 0.9311955110050468, + "FN": 75935, + "FP": 134332, + "IoU": 0.8712496257203162, + "TN": 53748111, + "TP": 1422870, + "n_pred": 1557202, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.692841112127947, + "FN": 48064, + "FP": 64710, + "IoU": 0.5300358805315819, + "TN": 55141285, + "TP": 127189, + "n_pred": 191899, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8402316470788622, + "FN": 7588, + "FP": 7420, + "IoU": 0.7244823028344838, + "TN": 55326776, + "TP": 39464, + "n_pred": 46884, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8378872031908152, + "FN": 5960, + "FP": 11436, + "IoU": 0.7210033358994098, + "TN": 55318896, + "TP": 44956, + "n_pred": 56392, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8968588240192065, + "FN": 30232, + "FP": 29226, + "IoU": 0.8130045759753431, + "TN": 110828650, + "TP": 258507, + "n_pred": 287733, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6586693765860693, + "FN": 24264, + "FP": 35859, + "IoU": 0.4910566903405484, + "TN": 111028482, + "TP": 58010, + "n_pred": 93869, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.326581769229579, + "FN": 41488, + "FP": 45554, + "IoU": 0.19515848651847467, + "TN": 111038467, + "TP": 21106, + "n_pred": 66660, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0008508351618825848, + "FN": 41097, + "FP": 3527, + "IoU": 0.00042559863808435815, + "TN": 111101972, + "TP": 19, + "n_pred": 3546, + "n_ref": 41116 + }, + "15": { + "Dice": 0.06762452809441777, + "FN": 21674, + "FP": 80078, + "IoU": 0.034995542573168184, + "TN": 111041173, + "TP": 3690, + "n_pred": 83768, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7381934147183685, + "FN": 10519, + "FP": 92593, + "IoU": 0.5850289761751449, + "TN": 110898135, + "TP": 145368, + "n_pred": 237961, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7427283263497078, + "FN": 98769, + "FP": 2232, + "IoU": 0.5907460908534683, + "TN": 110899822, + "TP": 145792, + "n_pred": 148024, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8116783026566325, + "FN": 5410, + "FP": 821, + "IoU": 0.6830459331603845, + "TN": 111126956, + "TP": 13428, + "n_pred": 14249, + "n_ref": 18838 + }, + "5": { + "Dice": 0.4207387775385125, + "FN": 3497, + "FP": 0, + "IoU": 0.2664149360184602, + "TN": 111141848, + "TP": 1270, + "n_pred": 1270, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9040110872546837, + "FN": 30559, + "FP": 303624, + "IoU": 0.8248359784865416, + "TN": 109238786, + "TP": 1573646, + "n_pred": 1877270, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.24588194577965775, + "FN": 298773, + "FP": 191498, + "IoU": 0.14017411495655896, + "TN": 110576417, + "TP": 79927, + "n_pred": 271425, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7600249743207589, + "FN": 5077, + "FP": 42583, + "IoU": 0.612935711269207, + "TN": 111023483, + "TP": 75472, + "n_pred": 118055, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8421638055689444, + "FN": 10426, + "FP": 6602, + "IoU": 0.7273600614832842, + "TN": 111084159, + "TP": 45428, + "n_pred": 52030, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9113768738316745, + "FN": 12780, + "FP": 24057, + "IoU": 0.8371830911212474, + "TN": 96894777, + "TP": 189411, + "n_pred": 213468, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6067906776063523, + "FN": 30804, + "FP": 25699, + "IoU": 0.4355344655344655, + "TN": 97020925, + "TP": 43597, + "n_pred": 69296, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5204168608153107, + "FN": 28475, + "FP": 13724, + "IoU": 0.35173208387740995, + "TN": 97055930, + "TP": 22896, + "n_pred": 36620, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8198995600349206, + "FN": 38452, + "FP": 3220, + "IoU": 0.6947709976781149, + "TN": 96984498, + "TP": 94855, + "n_pred": 98075, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7229299363057324, + "FN": 29682, + "FP": 72, + "IoU": 0.5660847880299252, + "TN": 97052454, + "TP": 38817, + "n_pred": 38889, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6317434468757873, + "FN": 80884, + "FP": 19973, + "IoU": 0.4617141759221208, + "TN": 96933658, + "TP": 86510, + "n_pred": 106483, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8119143968871595, + "FN": 11182, + "FP": 85494, + "IoU": 0.6833803850159496, + "TN": 96815687, + "TP": 208662, + "n_pred": 294156, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7138953682105965, + "FN": 6521, + "FP": 2065, + "IoU": 0.5550834283345425, + "TN": 97101727, + "TP": 10712, + "n_pred": 12777, + "n_ref": 17233 + }, + "5": { + "Dice": 0.04760807801581817, + "FN": 12148, + "FP": 255, + "IoU": 0.0243844883190435, + "TN": 97108312, + "TP": 310, + "n_pred": 565, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9491699377003133, + "FN": 58937, + "FP": 104797, + "IoU": 0.9032573122461918, + "TN": 95428556, + "TP": 1528735, + "n_pred": 1633532, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6243578433916247, + "FN": 104173, + "FP": 163670, + "IoU": 0.45386646548472276, + "TN": 96630590, + "TP": 222592, + "n_pred": 386262, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7019023369715055, + "FN": 13548, + "FP": 59976, + "IoU": 0.5407161240348817, + "TN": 96960941, + "TP": 86560, + "n_pred": 146536, + "n_ref": 100108 + }, + "9": { + "Dice": 0.7836555825768703, + "FN": 30353, + "FP": 5587, + "IoU": 0.6442711220207459, + "TN": 97019993, + "TP": 65092, + "n_pred": 70679, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9102188078743398, + "FN": 31260, + "FP": 1463, + "IoU": 0.8352307916958293, + "TN": 78857806, + "TP": 165876, + "n_pred": 167339, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7536745825382324, + "FN": 23302, + "FP": 22265, + "IoU": 0.6047173330326084, + "TN": 78941128, + "TP": 69710, + "n_pred": 91975, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5198139071197142, + "FN": 40447, + "FP": 5793, + "IoU": 0.3511814559128922, + "TN": 78985137, + "TP": 25028, + "n_pred": 30821, + "n_ref": 65475 + }, + "14": { + "Dice": 0.28491302386695694, + "FN": 30614, + "FP": 5849, + "IoU": 0.16612161822215107, + "TN": 79012678, + "TP": 7264, + "n_pred": 13113, + "n_ref": 37878 + }, + "15": { + "Dice": 0.25661927636792986, + "FN": 22666, + "FP": 69256, + "IoU": 0.14719634838757562, + "TN": 78948617, + "TP": 15866, + "n_pred": 85122, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6051044262090063, + "FN": 18397, + "FP": 104750, + "IoU": 0.433799086883957, + "TN": 78838908, + "TP": 94350, + "n_pred": 199100, + "n_ref": 112747 + }, + "3": { + "Dice": 0.00021278859453133312, + "FN": 121367, + "FP": 794, + "IoU": 0.00010640561821664184, + "TN": 78934231, + "TP": 13, + "n_pred": 807, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5057237688816636, + "FN": 4749, + "FP": 2548, + "IoU": 0.3384406165004533, + "TN": 79045375, + "TP": 3733, + "n_pred": 6281, + "n_ref": 8482 + }, + "5": { + "Dice": 0.3504777393779223, + "FN": 3234, + "FP": 3156, + "IoU": 0.2124722701503574, + "TN": 79048291, + "TP": 1724, + "n_pred": 4880, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9398928524761532, + "FN": 59879, + "FP": 101121, + "IoU": 0.8866017502773327, + "TN": 77636630, + "TP": 1258775, + "n_pred": 1359896, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6159000078363764, + "FN": 238181, + "FP": 55909, + "IoU": 0.44498230714791226, + "TN": 78526530, + "TP": 235785, + "n_pred": 291694, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6362460834535236, + "FN": 5941, + "FP": 23315, + "IoU": 0.4665402428795449, + "TN": 79001563, + "TP": 25586, + "n_pred": 48901, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7054122128572319, + "FN": 31662, + "FP": 1437, + "IoU": 0.5448933010669893, + "TN": 78983677, + "TP": 39629, + "n_pred": 41066, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8749044248533511, + "FN": 15439, + "FP": 46896, + "IoU": 0.7776267582772362, + "TN": 122431623, + "TP": 217982, + "n_pred": 264878, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6728277283948384, + "FN": 35990, + "FP": 36372, + "IoU": 0.5069633707620189, + "TN": 122565172, + "TP": 74406, + "n_pred": 110778, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.24084288938594983, + "FN": 41902, + "FP": 33105, + "IoU": 0.1369081180599505, + "TN": 122625035, + "TP": 11898, + "n_pred": 45003, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7743297894984484, + "FN": 38576, + "FP": 1712, + "IoU": 0.631760307841363, + "TN": 122602533, + "TP": 69119, + "n_pred": 70831, + "n_ref": 107695 + }, + "15": { + "Dice": 0.42032121415292717, + "FN": 37297, + "FP": 745, + "IoU": 0.2660801790330671, + "TN": 122660106, + "TP": 13792, + "n_pred": 14537, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6039991541154632, + "FN": 72677, + "FP": 11590, + "IoU": 0.43266388834654046, + "TN": 122563409, + "TP": 64264, + "n_pred": 75854, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7238966354063837, + "FN": 5085, + "FP": 102317, + "IoU": 0.5672711596030573, + "TN": 122463743, + "TP": 140795, + "n_pred": 243112, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6563402742376115, + "FN": 15263, + "FP": 37319, + "IoU": 0.48847208981068935, + "TN": 122609146, + "TP": 50212, + "n_pred": 87531, + "n_ref": 65475 + }, + "5": { + "Dice": 0.04941189712420507, + "FN": 16770, + "FP": 121, + "IoU": 0.025331794575879977, + "TN": 122694610, + "TP": 439, + "n_pred": 560, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9149947134852084, + "FN": 48374, + "FP": 260516, + "IoU": 0.8433089910781136, + "TN": 120740608, + "TP": 1662442, + "n_pred": 1922958, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5117183985432074, + "FN": 233507, + "FP": 401450, + "IoU": 0.34383170365226307, + "TN": 121744266, + "TP": 332717, + "n_pred": 734167, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7146452554094235, + "FN": 8104, + "FP": 94392, + "IoU": 0.5559906776063281, + "TN": 122481098, + "TP": 128346, + "n_pred": 222738, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8640910482800858, + "FN": 7022, + "FP": 14282, + "IoU": 0.7607044974614728, + "TN": 122622912, + "TP": 67724, + "n_pred": 82006, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_003/summary_cross_val.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..bf5bf47023b056a4672c824fb606b9f200cdf4d3 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_003/summary_cross_val.json @@ -0,0 +1,15348 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.23283133817014512, + "FN": 1948.3859649122808, + "FP": 1868.0, + "IoU": 0.19023945654768412, + "TN": 269457.50877192983, + "TP": 3408.2105263157887, + "n_pred": 5276.210526315789, + "n_ref": 5356.59649122807 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 29.526315789473685, + "IoU": 0.0, + "TN": 276652.5789473684, + "TP": 0.0, + "n_pred": 29.526315789473685, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.2533913063104924, + "FN": 2686.8947368421054, + "FP": 828.8421052631579, + "IoU": 0.1896987670519559, + "TN": 271099.8947368421, + "TP": 2066.4736842105262, + "n_pred": 2895.315789473684, + "n_ref": 4753.368421052632 + }, + "11": { + "Dice": 0.004481728338313031, + "FN": 767.2105263157895, + "FP": 7.0, + "IoU": 0.0022611317254174397, + "TN": 275905.84210526315, + "TP": 2.0526315789473686, + "n_pred": 9.052631578947368, + "n_ref": 769.2631578947369 + }, + "12": { + "Dice": 0.0, + "FN": 339.6842105263158, + "FP": 0.0, + "IoU": 0.0, + "TN": 276342.4210526316, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 339.6842105263158 + }, + "13": { + "Dice": 0.15968766765694548, + "FN": 1440.1052631578948, + "FP": 1437.157894736842, + "IoU": 0.10319181087947951, + "TN": 272883.6842105263, + "TP": 921.1578947368421, + "n_pred": 2358.315789473684, + "n_ref": 2361.2631578947367 + }, + "14": { + "Dice": 0.20388074316489294, + "FN": 470.0, + "FP": 1167.5263157894738, + "IoU": 0.12804660948373522, + "TN": 274628.15789473685, + "TP": 416.42105263157896, + "n_pred": 1583.9473684210527, + "n_ref": 886.421052631579 + }, + "15": { + "Dice": 0.455731090913212, + "FN": 488.57894736842104, + "FP": 731.4736842105264, + "IoU": 0.41866353497747016, + "TN": 270170.8947368421, + "TP": 5291.1578947368425, + "n_pred": 6022.631578947368, + "n_ref": 5779.736842105263 + }, + "2": { + "Dice": 0.5428304736504256, + "FN": 1192.421052631579, + "FP": 2081.8947368421054, + "IoU": 0.46834670796452854, + "TN": 264861.2631578947, + "TP": 8546.526315789473, + "n_pred": 10628.421052631578, + "n_ref": 9738.947368421053 + }, + "3": { + "Dice": 0.09500173197451252, + "FN": 1327.6315789473683, + "FP": 4589.526315789473, + "IoU": 0.08933797652381227, + "TN": 269879.2105263158, + "TP": 885.7368421052631, + "n_pred": 5475.263157894737, + "n_ref": 2213.3684210526317 + }, + "4": { + "Dice": 0.15185563997662185, + "FN": 1343.2631578947369, + "FP": 624.1578947368421, + "IoU": 0.12239298121651063, + "TN": 273073.6842105263, + "TP": 1641.0, + "n_pred": 2265.157894736842, + "n_ref": 2984.2631578947367 + }, + "5": { + "Dice": 0.14966008311713042, + "FN": 784.1052631578947, + "FP": 913.2105263157895, + "IoU": 0.10912071628659424, + "TN": 274093.2631578947, + "TP": 891.5263157894736, + "n_pred": 1804.7368421052631, + "n_ref": 1675.6315789473683 + }, + "6": { + "Dice": 0.49956810051966055, + "FN": 3134.4210526315787, + "FP": 10475.842105263158, + "IoU": 0.4394234696125516, + "TN": 243333.47368421053, + "TP": 19738.36842105263, + "n_pred": 30214.21052631579, + "n_ref": 22872.78947368421 + }, + "7": { + "Dice": 0.20096890228382722, + "FN": 2863.1052631578946, + "FP": 1004.3157894736842, + "IoU": 0.1457300212073903, + "TN": 270897.84210526315, + "TP": 1916.842105263158, + "n_pred": 2921.157894736842, + "n_ref": 4779.9473684210525 + }, + "8": { + "Dice": 0.42931396889148066, + "FN": 11044.368421052632, + "FP": 1619.9473684210527, + "IoU": 0.37002686128880113, + "TN": 257873.52631578947, + "TP": 6144.263157894737, + "n_pred": 7764.210526315789, + "n_ref": 17188.63157894737 + }, + "9": { + "Dice": 0.3460986357546617, + "FN": 1344.0, + "FP": 2509.5789473684213, + "IoU": 0.26735125999701415, + "TN": 270166.8947368421, + "TP": 2661.6315789473683, + "n_pred": 5171.210526315789, + "n_ref": 4005.6315789473683 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "10": { + "Dice": 0.0363232023721275, + "FN": 7709, + "FP": 91, + "IoU": 0.01849754624386561, + "TN": 167285, + "TP": 147, + "n_pred": 238, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.520111086841202, + "FN": 4479, + "FP": 10900, + "IoU": 0.35145278960907517, + "TN": 151519, + "TP": 8334, + "n_pred": 19234, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.15393540901179656, + "FN": 8748, + "FP": 2, + "IoU": 0.08338571129268804, + "TN": 165686, + "TP": 796, + "n_pred": 798, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 586, + "IoU": 0.0, + "TN": 174646, + "TP": 0, + "n_pred": 586, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 1025, + "IoU": 0.0, + "TN": 167352, + "TP": 0, + "n_pred": 1025, + "n_ref": 6855 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 174775, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "6": { + "Dice": 0.8578013792086145, + "FN": 5875, + "FP": 1837, + "IoU": 0.7510089432731734, + "TN": 144259, + "TP": 23261, + "n_pred": 25098, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 3324, + "IoU": 0.0, + "TN": 169969, + "TP": 0, + "n_pred": 3324, + "n_ref": 1939 + }, + "8": { + "Dice": 0.168, + "FN": 0, + "FP": 832, + "IoU": 0.09170305676855896, + "TN": 174316, + "TP": 84, + "n_pred": 916, + "n_ref": 84 + }, + "9": { + "Dice": 0.4229372080954852, + "FN": 6128, + "FP": 544, + "IoU": 0.2681803224744982, + "TN": 166115, + "TP": 2445, + "n_pred": 2989, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 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": 0.013498920086393088, + "FN": 347, + "FP": 6961, + "IoU": 0.00679532481652623, + "TN": 167874, + "TP": 50, + "n_pred": 7011, + "n_ref": 397 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 65754, + "IoU": 0.0, + "TN": 109478, + "TP": 0, + "n_pred": 65754, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 243, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7794792444776438, + "FN": 1909, + "FP": 6357, + "IoU": 0.6386448087431694, + "TN": 152357, + "TP": 14609, + "n_pred": 20966, + "n_ref": 16518 + }, + "6": { + "Dice": 0.5589049293140849, + "FN": 1031, + "FP": 4866, + "IoU": 0.387833489048064, + "TN": 165599, + "TP": 3736, + "n_pred": 8602, + "n_ref": 4767 + }, + "7": { + "Dice": 0.7391129572557953, + "FN": 5761, + "FP": 2027, + "IoU": 0.5861849096705632, + "TN": 156412, + "TP": 11032, + "n_pred": 13059, + "n_ref": 16793 + }, + "8": { + "Dice": 0.7566449378202199, + "FN": 9793, + "FP": 324, + "IoU": 0.6085509769781389, + "TN": 149387, + "TP": 15728, + "n_pred": 16052, + "n_ref": 25521 + }, + "9": { + "Dice": 0.2954610744039069, + "FN": 3345, + "FP": 6465, + "IoU": 0.17333782758911268, + "TN": 163365, + "TP": 2057, + "n_pred": 8522, + "n_ref": 5402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.5780302052407383, + "FN": 3254, + "FP": 15, + "IoU": 0.40649963689179375, + "TN": 169724, + "TP": 2239, + "n_pred": 2254, + "n_ref": 5493 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7592781998831093, + "FN": 18648, + "FP": 1122, + "IoU": 0.6119649060825532, + "TN": 124283, + "TP": 31179, + "n_pred": 32301, + "n_ref": 49827 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9542631016545132, + "FN": 1313, + "FP": 2582, + "IoU": 0.9125269493352497, + "TN": 130704, + "TP": 40633, + "n_pred": 43215, + "n_ref": 41946 + }, + "7": { + "Dice": 0.010973144672249495, + "FN": 3, + "FP": 3422, + "IoU": 0.005516840882694541, + "TN": 171788, + "TP": 19, + "n_pred": 3441, + "n_ref": 22 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 528, + "IoU": 0.0, + "TN": 174704, + "TP": 0, + "n_pred": 528, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 892, + "IoU": 0.0, + "TN": 174340, + "TP": 0, + "n_pred": 892, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2816, + "IoU": 0.0, + "TN": 172416, + "TP": 0, + "n_pred": 2816, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1561, + "IoU": 0.0, + "TN": 173671, + "TP": 0, + "n_pred": 1561, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1153, + "IoU": 0.0, + "TN": 174079, + "TP": 0, + "n_pred": 1153, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 4605, + "FP": 0, + "IoU": 0.0, + "TN": 170627, + "TP": 0, + "n_pred": 0, + "n_ref": 4605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1473, + "IoU": 0.0, + "TN": 173759, + "TP": 0, + "n_pred": 1473, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2305, + "IoU": 0.0, + "TN": 172927, + "TP": 0, + "n_pred": 2305, + "n_ref": 0 + }, + "6": { + "Dice": 0.007243272713111881, + "FN": 25002, + "FP": 491, + "IoU": 0.003634800281403893, + "TN": 149646, + "TP": 93, + "n_pred": 584, + "n_ref": 25095 + }, + "7": { + "Dice": 0.5234227510207665, + "FN": 31500, + "FP": 1065, + "IoU": 0.3544838249286394, + "TN": 124784, + "TP": 17883, + "n_pred": 18948, + "n_ref": 49383 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.3347107438016529, + "FN": 0, + "FP": 322, + "IoU": 0.20099255583126552, + "TN": 174829, + "TP": 81, + "n_pred": 403, + "n_ref": 81 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9593850160256411, + "FN": 5314, + "FP": 4418, + "IoU": 0.921940420616969, + "TN": 50558, + "TP": 114942, + "n_pred": 119360, + "n_ref": 120256 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5698, + "IoU": 0.0, + "TN": 169534, + "TP": 0, + "n_pred": 5698, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8769824260608658, + "FN": 308, + "FP": 266, + "IoU": 0.7809160305343511, + "TN": 172612, + "TP": 2046, + "n_pred": 2312, + "n_ref": 2354 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.40776148632978587, + "FN": 8930, + "FP": 14053, + "IoU": 0.25609321896747045, + "TN": 144337, + "TP": 7912, + "n_pred": 21965, + "n_ref": 16842 + }, + "15": { + "Dice": 0.911462181826424, + "FN": 8925, + "FP": 10606, + "IoU": 0.8373270699549403, + "TN": 55169, + "TP": 100532, + "n_pred": 111138, + "n_ref": 109457 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.9293468720260919, + "FN": 18146, + "FP": 4795, + "IoU": 0.8680186399723853, + "TN": 1412, + "TP": 150879, + "n_pred": 155674, + "n_ref": 169025 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1386518771331058, + "FN": 4030, + "FP": 8, + "IoU": 0.07449002979601192, + "TN": 170869, + "TP": 325, + "n_pred": 333, + "n_ref": 4355 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6908790621609806, + "FN": 6053, + "FP": 13038, + "IoU": 0.5277427334570192, + "TN": 310039, + "TP": 21334, + "n_pred": 34372, + "n_ref": 27387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 349085, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "13": { + "Dice": 0.1613109512390088, + "FN": 3428, + "FP": 7064, + "IoU": 0.08773150160855578, + "TN": 338963, + "TP": 1009, + "n_pred": 8073, + "n_ref": 4437 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 90, + "IoU": 0.0, + "TN": 350374, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "3": { + "Dice": 0.007789678675754625, + "FN": 118, + "FP": 901, + "IoU": 0.0039100684261974585, + "TN": 349441, + "TP": 4, + "n_pred": 905, + "n_ref": 122 + }, + "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": 10, + "FP": 410, + "IoU": 0.0, + "TN": 350044, + "TP": 0, + "n_pred": 410, + "n_ref": 10 + }, + "7": { + "Dice": 0.5352112676056338, + "FN": 9240, + "FP": 3762, + "IoU": 0.36538461538461536, + "TN": 329976, + "TP": 7486, + "n_pred": 11248, + "n_ref": 16726 + }, + "8": { + "Dice": 0.8030340102764865, + "FN": 24784, + "FP": 976, + "IoU": 0.6708912510220768, + "TN": 272192, + "TP": 52512, + "n_pred": 53488, + "n_ref": 77296 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.16997032640949555, + "FN": 6944, + "FP": 49, + "IoU": 0.09287845375535089, + "TN": 342755, + "TP": 716, + "n_pred": 765, + "n_ref": 7660 + }, + "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": 0.9723139531005037, + "FN": 513, + "FP": 1147, + "IoU": 0.9461196403648284, + "TN": 319655, + "TP": 29149, + "n_pred": 30296, + "n_ref": 29662 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.28409550789154187, + "FN": 26034, + "FP": 501, + "IoU": 0.16556603773584905, + "TN": 143432, + "TP": 5265, + "n_pred": 5766, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40893470790378006, + "FN": 15106, + "FP": 1406, + "IoU": 0.2570194384449244, + "TN": 153008, + "TP": 5712, + "n_pred": 7118, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7539129087246242, + "FN": 3718, + "FP": 2634, + "IoU": 0.6050242507150851, + "TN": 159150, + "TP": 9730, + "n_pred": 12364, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3377, + "IoU": 0.0, + "TN": 171855, + "TP": 0, + "n_pred": 3377, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1112, + "IoU": 0.0, + "TN": 174120, + "TP": 0, + "n_pred": 1112, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5950, + "FP": 0, + "IoU": 0.0, + "TN": 169282, + "TP": 0, + "n_pred": 0, + "n_ref": 5950 + }, + "8": { + "Dice": 0.9415445119771183, + "FN": 265, + "FP": 389, + "IoU": 0.889545684850532, + "TN": 169311, + "TP": 5267, + "n_pred": 5656, + "n_ref": 5532 + }, + "9": { + "Dice": 0.764074601465634, + "FN": 3159, + "FP": 3634, + "IoU": 0.6182206485696622, + "TN": 157439, + "TP": 11000, + "n_pred": 14634, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 10016, + "IoU": 0.0, + "TN": 165216, + "TP": 0, + "n_pred": 10016, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.20940981089507577, + "FN": 77144, + "FP": 23778, + "IoU": 0.11695016099678006, + "TN": 60944, + "TP": 13366, + "n_pred": 37144, + "n_ref": 90510 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "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": 3214, + "IoU": 0.0, + "TN": 347250, + "TP": 0, + "n_pred": 3214, + "n_ref": 0 + }, + "5": { + "Dice": 0.24783109404990403, + "FN": 6045, + "FP": 3752, + "IoU": 0.14144246779423364, + "TN": 339053, + "TP": 1614, + "n_pred": 5366, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0, + "FN": 37, + "FP": 15528, + "IoU": 0.0, + "TN": 334899, + "TP": 0, + "n_pred": 15528, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.01287849595392135, + "FN": 97344, + "FP": 0, + "IoU": 0.006480980618295757, + "TN": 252485, + "TP": 635, + "n_pred": 635, + "n_ref": 97979 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 18675, + "IoU": 0.0, + "TN": 328734, + "TP": 0, + "n_pred": 18675, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 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": 0.6970509383378016, + "FN": 1, + "FP": 225, + "IoU": 0.5349794238683128, + "TN": 349978, + "TP": 260, + "n_pred": 485, + "n_ref": 261 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 175156, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 5989, + "FP": 0, + "IoU": 0.0, + "TN": 169243, + "TP": 0, + "n_pred": 0, + "n_ref": 5989 + }, + "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": 332, + "IoU": 0.0, + "TN": 174900, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538583929992045, + "FN": 89, + "FP": 143, + "IoU": 0.911787072243346, + "TN": 172602, + "TP": 2398, + "n_pred": 2541, + "n_ref": 2487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 175179, + "TP": 0, + "n_pred": 53, + "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": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.9147894909380415, + "FN": 5445, + "FP": 1833, + "IoU": 0.8429604056532528, + "TN": 128887, + "TP": 39067, + "n_pred": 40900, + "n_ref": 44512 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7379898718007208, + "FN": 43, + "FP": 5700, + "IoU": 0.5847733352613694, + "TN": 161401, + "TP": 8088, + "n_pred": 13788, + "n_ref": 8131 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 698904, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0728419845139088, + "FN": 642, + "FP": 2591, + "IoU": 0.037797619047619045, + "TN": 697568, + "TP": 127, + "n_pred": 2718, + "n_ref": 769 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8130, + "IoU": 0.0, + "TN": 692798, + "TP": 0, + "n_pred": 8130, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 358, + "FP": 3292, + "IoU": 0.0, + "TN": 697278, + "TP": 0, + "n_pred": 3292, + "n_ref": 358 + }, + "2": { + "Dice": 0.6938753993273377, + "FN": 3727, + "FP": 25308, + "IoU": 0.5312474774382073, + "TN": 638987, + "TP": 32906, + "n_pred": 58214, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0010083609932355782, + "FN": 23777, + "FP": 0, + "IoU": 0.0005044348228172685, + "TN": 677139, + "TP": 12, + "n_pred": 12, + "n_ref": 23789 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6498, + "IoU": 0.0, + "TN": 694430, + "TP": 0, + "n_pred": 6498, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4020, + "IoU": 0.0, + "TN": 696908, + "TP": 0, + "n_pred": 4020, + "n_ref": 0 + }, + "6": { + "Dice": 0.22764522549267607, + "FN": 305, + "FP": 161518, + "IoU": 0.12844224461547576, + "TN": 515257, + "TP": 23848, + "n_pred": 185366, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5478, + "IoU": 0.0, + "TN": 695450, + "TP": 0, + "n_pred": 5478, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1772, + "IoU": 0.0, + "TN": 699156, + "TP": 0, + "n_pred": 1772, + "n_ref": 0 + }, + "9": { + "Dice": 0.17951465490072488, + "FN": 2162, + "FP": 10855, + "IoU": 0.09860812963091199, + "TN": 686487, + "TP": 1424, + "n_pred": 12279, + "n_ref": 3586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.762441371748797, + "FN": 6650, + "FP": 1150, + "IoU": 0.6160850519269577, + "TN": 855843, + "TP": 12517, + "n_pred": 13667, + "n_ref": 19167 + }, + "11": { + "Dice": 0.017926913353252125, + "FN": 4140, + "FP": 133, + "IoU": 0.009044526901669759, + "TN": 871848, + "TP": 39, + "n_pred": 172, + "n_ref": 4179 + }, + "12": { + "Dice": 0.0, + "FN": 5075, + "FP": 0, + "IoU": 0.0, + "TN": 871085, + "TP": 0, + "n_pred": 0, + "n_ref": 5075 + }, + "13": { + "Dice": 0.0, + "FN": 453, + "FP": 126, + "IoU": 0.0, + "TN": 875581, + "TP": 0, + "n_pred": 126, + "n_ref": 453 + }, + "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": 0.8141777430284076, + "FN": 713, + "FP": 0, + "IoU": 0.6865934065934066, + "TN": 873885, + "TP": 1562, + "n_pred": 1562, + "n_ref": 2275 + }, + "3": { + "Dice": 0.941219280076135, + "FN": 1330, + "FP": 770, + "IoU": 0.888965261989108, + "TN": 857247, + "TP": 16813, + "n_pred": 17583, + "n_ref": 18143 + }, + "4": { + "Dice": 0.0, + "FN": 19, + "FP": 0, + "IoU": 0.0, + "TN": 876141, + "TP": 0, + "n_pred": 0, + "n_ref": 19 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 875796, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699257715294468, + "FN": 2078, + "FP": 3578, + "IoU": 0.9416076479940534, + "TN": 779298, + "TP": 91206, + "n_pred": 94784, + "n_ref": 93284 + }, + "7": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.922357069747039, + "FN": 3614, + "FP": 634, + "IoU": 0.8559023066485753, + "TN": 846680, + "TP": 25232, + "n_pred": 25866, + "n_ref": 28846 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.31281217373685344, + "FN": 2523.7824561403513, + "FP": 4081.543859649123, + "IoU": 0.25815651304363985, + "TN": 391679.81403508777, + "TP": 7515.280701754387, + "n_pred": 11596.824561403508, + "n_ref": 10039.063157894738 + }, + "mean": { + "1": { + "Dice": 0.12189373558488369, + "FN": 307.8421052631579, + "FP": 514.421052631579, + "IoU": 0.11893810983932301, + "TN": 397089.63157894736, + "TP": 7888.526315789473, + "n_pred": 8402.947368421053, + "n_ref": 8196.368421052632 + }, + "10": { + "Dice": 0.38983732460704806, + "FN": 5578.473684210527, + "FP": 2728.842105263158, + "IoU": 0.2867734102586704, + "TN": 394699.7894736842, + "TP": 2793.315789473684, + "n_pred": 5522.1578947368425, + "n_ref": 8371.78947368421 + }, + "11": { + "Dice": 0.08472586035588474, + "FN": 378.1578947368421, + "FP": 103.78947368421052, + "IoU": 0.05100598151169114, + "TN": 405219.7368421053, + "TP": 98.73684210526316, + "n_pred": 202.52631578947367, + "n_ref": 476.89473684210526 + }, + "12": { + "Dice": 0.0, + "FN": 529.9473684210526, + "FP": 0.0, + "IoU": 0.0, + "TN": 405270.4736842105, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 529.9473684210526 + }, + "13": { + "Dice": 0.12456323576039385, + "FN": 1875.157894736842, + "FP": 1720.842105263158, + "IoU": 0.08107196270607364, + "TN": 400911.36842105264, + "TP": 1293.0526315789473, + "n_pred": 3013.8947368421054, + "n_ref": 3168.2105263157896 + }, + "14": { + "Dice": 0.42361292458589817, + "FN": 5622.631578947368, + "FP": 9416.0, + "IoU": 0.37168737869675156, + "TN": 375044.05263157893, + "TP": 15717.736842105263, + "n_pred": 25133.736842105263, + "n_ref": 21340.36842105263 + }, + "15": { + "Dice": 0.11864313313085803, + "FN": 457.7368421052632, + "FP": 11096.105263157895, + "IoU": 0.10140616519198742, + "TN": 390146.0, + "TP": 4100.578947368421, + "n_pred": 15196.684210526315, + "n_ref": 4558.315789473684 + }, + "2": { + "Dice": 0.3042307533781613, + "FN": 3780.684210526316, + "FP": 1177.3684210526317, + "IoU": 0.2579003746212753, + "TN": 389670.7894736842, + "TP": 11171.578947368422, + "n_pred": 12348.947368421053, + "n_ref": 14952.263157894737 + }, + "3": { + "Dice": 0.3830455695538538, + "FN": 1993.6315789473683, + "FP": 2867.684210526316, + "IoU": 0.27605731568773256, + "TN": 393330.84210526315, + "TP": 7608.263157894737, + "n_pred": 10475.947368421053, + "n_ref": 9601.894736842105 + }, + "4": { + "Dice": 0.11878807104636074, + "FN": 1972.3684210526317, + "FP": 912.578947368421, + "IoU": 0.08535973593230367, + "TN": 400377.7894736842, + "TP": 2537.684210526316, + "n_pred": 3450.2631578947367, + "n_ref": 4510.0526315789475 + }, + "5": { + "Dice": 0.32557772273349667, + "FN": 1082.3684210526317, + "FP": 91.47368421052632, + "IoU": 0.2528534282273259, + "TN": 403514.2105263158, + "TP": 1112.3684210526317, + "n_pred": 1203.842105263158, + "n_ref": 2194.7368421052633 + }, + "6": { + "Dice": 0.48359994161432807, + "FN": 2534.7894736842104, + "FP": 24497.315789473683, + "IoU": 0.4066631676443423, + "TN": 345832.05263157893, + "TP": 32936.26315789474, + "n_pred": 57433.57894736842, + "n_ref": 35471.05263157895 + }, + "7": { + "Dice": 0.34619772843311486, + "FN": 10876.78947368421, + "FP": 5017.789473684211, + "IoU": 0.2691864112383533, + "TN": 371434.2105263158, + "TP": 18471.63157894737, + "n_pred": 23489.42105263158, + "n_ref": 29348.42105263158 + }, + "8": { + "Dice": 0.7781584520410298, + "FN": 152.52631578947367, + "FP": 383.42105263157896, + "IoU": 0.7308329200191174, + "TN": 401416.7368421053, + "TP": 3847.7368421052633, + "n_pred": 4231.1578947368425, + "n_ref": 4000.2631578947367 + }, + "9": { + "Dice": 0.6893081532274903, + "FN": 713.6315789473684, + "FP": 695.5263157894736, + "IoU": 0.5826113340796503, + "TN": 401239.5263157895, + "TP": 3151.7368421052633, + "n_pred": 3847.2631578947367, + "n_ref": 3865.3684210526317 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "10": { + "Dice": 0.6939648812158772, + "FN": 6691, + "FP": 5753, + "IoU": 0.5313523895605017, + "TN": 499143, + "TP": 14109, + "n_pred": 19862, + "n_ref": 20800 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5958863858961803, + "FN": 17999, + "FP": 6757, + "IoU": 0.4243861607142857, + "TN": 482688, + "TP": 18252, + "n_pred": 25009, + "n_ref": 36251 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7760479041916167, + "FN": 131, + "FP": 56, + "IoU": 0.6340508806262231, + "TN": 525185, + "TP": 324, + "n_pred": 380, + "n_ref": 455 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.28135553744031677, + "FN": 212, + "FP": 5959, + "IoU": 0.16370781948773547, + "TN": 518317, + "TP": 1208, + "n_pred": 7167, + "n_ref": 1420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.34912573460059493, + "FN": 276, + "FP": 17666, + "IoU": 0.21147930034279688, + "TN": 502942, + "TP": 4812, + "n_pred": 22478, + "n_ref": 5088 + }, + "7": { + "Dice": 0.739069424866979, + "FN": 78821, + "FP": 3369, + "IoU": 0.5861301481955193, + "TN": 327107, + "TP": 116399, + "n_pred": 119768, + "n_ref": 195220 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8785505487838509, + "FN": 3875, + "FP": 529, + "IoU": 0.7834062853489402, + "TN": 505363, + "TP": 15929, + "n_pred": 16458, + "n_ref": 19804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7049087902649074, + "FN": 77978, + "FP": 9, + "IoU": 0.5442927764208164, + "TN": 4098, + "TP": 93147, + "n_pred": 93156, + "n_ref": 171125 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.6853131661484569, + "FN": 4834, + "FP": 18343, + "IoU": 0.5212748378568183, + "TN": 126818, + "TP": 25237, + "n_pred": 43580, + "n_ref": 30071 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34445606363089015, + "FN": 10351, + "FP": 10336, + "IoU": 0.20806216981854375, + "TN": 149110, + "TP": 5435, + "n_pred": 15771, + "n_ref": 15786 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.05835117773019272, + "FN": 3518, + "FP": 0, + "IoU": 0.030052384891094568, + "TN": 171605, + "TP": 109, + "n_pred": 109, + "n_ref": 3627 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.49301429259675605, + "FN": 9131, + "FP": 340, + "IoU": 0.32715260017050296, + "TN": 161156, + "TP": 4605, + "n_pred": 4945, + "n_ref": 13736 + }, + "7": { + "Dice": 0.5475505829455743, + "FN": 8604, + "FP": 8704, + "IoU": 0.37698426982470035, + "TN": 147451, + "TP": 10473, + "n_pred": 19177, + "n_ref": 19077 + }, + "8": { + "Dice": 0.8865916692003648, + "FN": 157, + "FP": 216, + "IoU": 0.7962861824139814, + "TN": 173401, + "TP": 1458, + "n_pred": 1674, + "n_ref": 1615 + }, + "9": { + "Dice": 0.5839793281653747, + "FN": 318, + "FP": 4, + "IoU": 0.4124087591240876, + "TN": 174684, + "TP": 226, + "n_pred": 230, + "n_ref": 544 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 1379, + "FP": 116, + "IoU": 0.0, + "TN": 173737, + "TP": 0, + "n_pred": 116, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595333316351224, + "FN": 2073, + "FP": 5870, + "IoU": 0.9222143878410404, + "TN": 73118, + "TP": 94171, + "n_pred": 100041, + "n_ref": 96244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.2917547568710359, + "FN": 670, + "FP": 0, + "IoU": 0.1707920792079208, + "TN": 349656, + "TP": 138, + "n_pred": 138, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.023643656322567024, + "FN": 1460, + "FP": 3165, + "IoU": 0.0119632557145909, + "TN": 345783, + "TP": 56, + "n_pred": 3221, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 419, + "IoU": 0.0, + "TN": 350045, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.28973966309341503, + "FN": 9086, + "FP": 2509, + "IoU": 0.16941260744985673, + "TN": 336504, + "TP": 2365, + "n_pred": 4874, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8107344632768362, + "FN": 1639, + "FP": 1309, + "IoU": 0.6817102137767221, + "TN": 341202, + "TP": 6314, + "n_pred": 7623, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 11202, + "IoU": 0.0, + "TN": 323063, + "TP": 0, + "n_pred": 11202, + "n_ref": 16199 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 175140, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9867365155550353, + "FN": 4527, + "FP": 5, + "IoU": 0.9738202656099266, + "TN": 2121, + "TP": 168579, + "n_pred": 168584, + "n_ref": 173106 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.21688871473354232, + "FN": 2314, + "FP": 13674, + "IoU": 0.12163498516646522, + "TN": 682726, + "TP": 2214, + "n_pred": 15888, + "n_ref": 4528 + }, + "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": 1437, + "IoU": 0.0, + "TN": 699491, + "TP": 0, + "n_pred": 1437, + "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": 1626, + "IoU": 0.0, + "TN": 699302, + "TP": 0, + "n_pred": 1626, + "n_ref": 0 + }, + "3": { + "Dice": 0.5525474713291972, + "FN": 4654, + "FP": 106, + "IoU": 0.38173788803740744, + "TN": 693229, + "TP": 2939, + "n_pred": 3045, + "n_ref": 7593 + }, + "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": 71, + "IoU": 0.0, + "TN": 700857, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0109.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": 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": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "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": 3648, + "IoU": 0.0, + "TN": 522048, + "TP": 0, + "n_pred": 3648, + "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": 1067, + "IoU": 0.0, + "TN": 524629, + "TP": 0, + "n_pred": 1067, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.00034974036635303376, + "FN": 0, + "FP": 205795, + "IoU": 0.00017490076810587325, + "TN": 319865, + "TP": 36, + "n_pred": 205831, + "n_ref": 36 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26021, + "IoU": 0.0, + "TN": 499675, + "TP": 0, + "n_pred": 26021, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751498846790695, + "FN": 5843, + "FP": 1796, + "IoU": 0.9515048787145841, + "TN": 368175, + "TP": 149882, + "n_pred": 151678, + "n_ref": 155725 + }, + "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": 212, + "IoU": 0.0, + "TN": 525484, + "TP": 0, + "n_pred": 212, + "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": 0.5753424657534246, + "FN": 6, + "FP": 25, + "IoU": 0.40384615384615385, + "TN": 525644, + "TP": 21, + "n_pred": 46, + "n_ref": 27 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8593786940280864, + "FN": 4308, + "FP": 1640, + "IoU": 0.753430336193674, + "TN": 501573, + "TP": 18175, + "n_pred": 19815, + "n_ref": 22483 + }, + "6": { + "Dice": 0.13469916401742613, + "FN": 2323, + "FP": 5026, + "IoU": 0.07221310440600934, + "TN": 517775, + "TP": 572, + "n_pred": 5598, + "n_ref": 2895 + }, + "7": { + "Dice": 0.6293759512937596, + "FN": 637, + "FP": 337, + "IoU": 0.4591893392559689, + "TN": 523895, + "TP": 827, + "n_pred": 1164, + "n_ref": 1464 + }, + "8": { + "Dice": 0.9484321058688148, + "FN": 75, + "FP": 2793, + "IoU": 0.901921893167362, + "TN": 496454, + "TP": 26374, + "n_pred": 29167, + "n_ref": 26449 + }, + "9": { + "Dice": 0.9020618556701031, + "FN": 31, + "FP": 273, + "IoU": 0.8215962441314554, + "TN": 523992, + "TP": 1400, + "n_pred": 1673, + "n_ref": 1431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7282, + "IoU": 0.0, + "TN": 343182, + "TP": 0, + "n_pred": 7282, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3193, + "IoU": 0.0, + "TN": 347271, + "TP": 0, + "n_pred": 3193, + "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": 751, + "IoU": 0.0, + "TN": 349713, + "TP": 0, + "n_pred": 751, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2590, + "IoU": 0.0, + "TN": 347874, + "TP": 0, + "n_pred": 2590, + "n_ref": 0 + }, + "15": { + "Dice": 0.0003038013139406828, + "FN": 7272, + "FP": 98028, + "IoU": 0.00015192373428538875, + "TN": 245148, + "TP": 16, + "n_pred": 98044, + "n_ref": 7288 + }, + "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": 1522, + "IoU": 0.0, + "TN": 348942, + "TP": 0, + "n_pred": 1522, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6245591685180294, + "FN": 8952, + "FP": 39380, + "IoU": 0.4540792698767691, + "TN": 261931, + "TP": 40201, + "n_pred": 79581, + "n_ref": 49153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18294, + "IoU": 0.0, + "TN": 332170, + "TP": 0, + "n_pred": 18294, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 525613, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6597, + "IoU": 0.0, + "TN": 519099, + "TP": 0, + "n_pred": 6597, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 220, + "IoU": 0.0, + "TN": 525470, + "TP": 0, + "n_pred": 220, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1543, + "IoU": 0.0, + "TN": 524153, + "TP": 0, + "n_pred": 1543, + "n_ref": 0 + }, + "14": { + "Dice": 0.8810420310909505, + "FN": 1320, + "FP": 10717, + "IoU": 0.7873772345085848, + "TN": 469084, + "TP": 44575, + "n_pred": 55292, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4802, + "IoU": 0.0, + "TN": 520894, + "TP": 0, + "n_pred": 4802, + "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": 124, + "IoU": 0.0, + "TN": 525572, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "4": { + "Dice": 0.7960104742924043, + "FN": 20560, + "FP": 2265, + "IoU": 0.6611440193589573, + "TN": 458337, + "TP": 44534, + "n_pred": 46799, + "n_ref": 65094 + }, + "5": { + "Dice": 0.10955605718585402, + "FN": 5917, + "FP": 0, + "IoU": 0.057952555325585096, + "TN": 519415, + "TP": 364, + "n_pred": 364, + "n_ref": 6281 + }, + "6": { + "Dice": 0.8068071069795337, + "FN": 10219, + "FP": 28436, + "IoU": 0.6761749183211863, + "TN": 406326, + "TP": 80715, + "n_pred": 109151, + "n_ref": 90934 + }, + "7": { + "Dice": 0.0, + "FN": 279, + "FP": 17917, + "IoU": 0.0, + "TN": 507500, + "TP": 0, + "n_pred": 17917, + "n_ref": 279 + }, + "8": { + "Dice": 0.9432140985686313, + "FN": 1125, + "FP": 934, + "IoU": 0.8925309254136438, + "TN": 506537, + "TP": 17100, + "n_pred": 18034, + "n_ref": 18225 + }, + "9": { + "Dice": 0.8564541445548994, + "FN": 2887, + "FP": 4795, + "IoU": 0.7489460439883656, + "TN": 495097, + "TP": 22917, + "n_pred": 27712, + "n_ref": 25804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7811518324607329, + "FN": 131, + "FP": 78, + "IoU": 0.6408934707903781, + "TN": 349882, + "TP": 373, + "n_pred": 451, + "n_ref": 504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 152956, + "IoU": 0.0, + "TN": 197508, + "TP": 0, + "n_pred": 152956, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 350327, + "TP": 0, + "n_pred": 137, + "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": 421, + "IoU": 0.0, + "TN": 350043, + "TP": 0, + "n_pred": 421, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1259027702921203, + "FN": 0, + "FP": 24327, + "IoU": 0.06718049004946508, + "TN": 324385, + "TP": 1752, + "n_pred": 26079, + "n_ref": 1752 + }, + "7": { + "Dice": 0.8015443761165033, + "FN": 41861, + "FP": 6353, + "IoU": 0.6688143975820855, + "TN": 204884, + "TP": 97366, + "n_pred": 103719, + "n_ref": 139227 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1994, + "IoU": 0.0, + "TN": 173238, + "TP": 0, + "n_pred": 1994, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 413, + "IoU": 0.0, + "TN": 174819, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9393, + "IoU": 0.0, + "TN": 165839, + "TP": 0, + "n_pred": 9393, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 524, + "FP": 0, + "IoU": 0.0, + "TN": 174708, + "TP": 0, + "n_pred": 0, + "n_ref": 524 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2720, + "FP": 0, + "IoU": 0.0, + "TN": 172512, + "TP": 0, + "n_pred": 0, + "n_ref": 2720 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690667349960141, + "FN": 5296, + "FP": 3396, + "IoU": 0.9399897819693183, + "TN": 30390, + "TP": 136150, + "n_pred": 139546, + "n_ref": 141446 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6701999518188388, + "FN": 1530, + "FP": 2577, + "IoU": 0.5039855072463768, + "TN": 166952, + "TP": 4173, + "n_pred": 6750, + "n_ref": 5703 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0330.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": 0.5823336968375137, + "FN": 605, + "FP": 161, + "IoU": 0.4107692307692308, + "TN": 349164, + "TP": 534, + "n_pred": 695, + "n_ref": 1139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9153219609651145, + "FN": 713, + "FP": 2042, + "IoU": 0.843865117597053, + "TN": 332819, + "TP": 14890, + "n_pred": 16932, + "n_ref": 15603 + }, + "15": { + "Dice": 0.8301981306020655, + "FN": 1425, + "FP": 30439, + "IoU": 0.7096912326096265, + "TN": 240705, + "TP": 77895, + "n_pred": 108334, + "n_ref": 79320 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 96, + "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": 0.271900269541779, + "FN": 480, + "FP": 8164, + "IoU": 0.1573406122051082, + "TN": 340206, + "TP": 1614, + "n_pred": 9778, + "n_ref": 2094 + }, + "7": { + "Dice": 0.8154105339055318, + "FN": 52951, + "FP": 299, + "IoU": 0.688348628148703, + "TN": 179600, + "TP": 117614, + "n_pred": 117913, + "n_ref": 170565 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__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": 0.6346411483253589, + "FN": 7405, + "FP": 4049, + "IoU": 0.46481637230165407, + "TN": 854758, + "TP": 9948, + "n_pred": 13997, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 875072, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 870066, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5459, + "IoU": 0.0, + "TN": 870701, + "TP": 0, + "n_pred": 5459, + "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": 738, + "IoU": 0.0, + "TN": 875422, + "TP": 0, + "n_pred": 738, + "n_ref": 0 + }, + "2": { + "Dice": 0.9025492119754415, + "FN": 14940, + "FP": 9694, + "IoU": 0.8224051791880844, + "TN": 737451, + "TP": 114075, + "n_pred": 123769, + "n_ref": 129015 + }, + "3": { + "Dice": 0.5411785587504437, + "FN": 7520, + "FP": 7990, + "IoU": 0.3709697043435941, + "TN": 851503, + "TP": 9147, + "n_pred": 17137, + "n_ref": 16667 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3336, + "IoU": 0.0, + "TN": 872824, + "TP": 0, + "n_pred": 3336, + "n_ref": 0 + }, + "5": { + "Dice": 0.3333761397200462, + "FN": 10340, + "FP": 42, + "IoU": 0.2000308213900447, + "TN": 863182, + "TP": 2596, + "n_pred": 2638, + "n_ref": 12936 + }, + "6": { + "Dice": 0.2804447057424644, + "FN": 978, + "FP": 107949, + "IoU": 0.16309141478556172, + "TN": 746006, + "TP": 21227, + "n_pred": 129176, + "n_ref": 22205 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 876138, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "8": { + "Dice": 0.9243311624420184, + "FN": 857, + "FP": 758, + "IoU": 0.8593083021169091, + "TN": 864681, + "TP": 9864, + "n_pred": 10622, + "n_ref": 10721 + }, + "9": { + "Dice": 0.7102803738317757, + "FN": 4687, + "FP": 4489, + "IoU": 0.5507246376811594, + "TN": 855736, + "TP": 11248, + "n_pred": 15737, + "n_ref": 15935 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 175167, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 174995, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "3": { + "Dice": 0.22508038585209003, + "FN": 238, + "FP": 3, + "IoU": 0.12681159420289856, + "TN": 174956, + "TP": 35, + "n_pred": 38, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 511, + "IoU": 0.0, + "TN": 1226113, + "TP": 0, + "n_pred": 511, + "n_ref": 0 + }, + "10": { + "Dice": 0.012325049477963049, + "FN": 83341, + "FP": 0, + "IoU": 0.006200736933735586, + "TN": 1142763, + "TP": 520, + "n_pred": 520, + "n_ref": 83861 + }, + "11": { + "Dice": 0.33890344142353895, + "FN": 6655, + "FP": 664, + "IoU": 0.20402392604676456, + "TN": 1217429, + "TP": 1876, + "n_pred": 2540, + "n_ref": 8531 + }, + "12": { + "Dice": 0.0, + "FN": 3975, + "FP": 0, + "IoU": 0.0, + "TN": 1222649, + "TP": 0, + "n_pred": 0, + "n_ref": 3975 + }, + "13": { + "Dice": 0.1570830159939071, + "FN": 5818, + "FP": 3036, + "IoU": 0.08523607810724249, + "TN": 1216945, + "TP": 825, + "n_pred": 3861, + "n_ref": 6643 + }, + "14": { + "Dice": 0.8876306143662126, + "FN": 26819, + "FP": 10153, + "IoU": 0.7979639010475582, + "TN": 1043627, + "TP": 146025, + "n_pred": 156178, + "n_ref": 172844 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 76617, + "IoU": 0.0, + "TN": 1150007, + "TP": 0, + "n_pred": 76617, + "n_ref": 0 + }, + "2": { + "Dice": 0.7552489108582321, + "FN": 56762, + "FP": 6665, + "IoU": 0.606746937155895, + "TN": 1065336, + "TP": 97861, + "n_pred": 104526, + "n_ref": 154623 + }, + "3": { + "Dice": 0.7871701051918213, + "FN": 25461, + "FP": 46142, + "IoU": 0.649035869384074, + "TN": 1022606, + "TP": 132415, + "n_pred": 178557, + "n_ref": 157876 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 1226572, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1226568, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "6": { + "Dice": 0.9247250677111842, + "FN": 2267, + "FP": 8322, + "IoU": 0.8599894221869628, + "TN": 1150994, + "TP": 65041, + "n_pred": 73363, + "n_ref": 67308 + }, + "7": { + "Dice": 0.6214218720690302, + "FN": 7249, + "FP": 2842, + "IoU": 0.4507701518532629, + "TN": 1208251, + "TP": 8282, + "n_pred": 11124, + "n_ref": 15531 + }, + "8": { + "Dice": 0.96638167616635, + "FN": 684, + "FP": 590, + "IoU": 0.9349502170028082, + "TN": 1207039, + "TP": 18311, + "n_pred": 18901, + "n_ref": 18995 + }, + "9": { + "Dice": 0.9129390229950807, + "FN": 231, + "FP": 530, + "IoU": 0.8398231951168175, + "TN": 1221873, + "TP": 3990, + "n_pred": 4520, + "n_ref": 4221 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3604597461300159, + "FN": 3635.7407407407404, + "FP": 2486.633333333333, + "IoU": 0.30095723882863024, + "TN": 278757.2407407408, + "TP": 7173.718518518519, + "n_pred": 9660.351851851852, + "n_ref": 10809.459259259258 + }, + "mean": { + "1": { + "Dice": 0.40650951843958205, + "FN": 1739.3333333333333, + "FP": 3015.722222222222, + "IoU": 0.35254594068261436, + "TN": 273955.77777777775, + "TP": 13342.5, + "n_pred": 16358.222222222223, + "n_ref": 15081.833333333334 + }, + "10": { + "Dice": 0.32332144394710133, + "FN": 2614.722222222222, + "FP": 1419.0, + "IoU": 0.25821350772252283, + "TN": 283148.5, + "TP": 4871.111111111111, + "n_pred": 6290.111111111111, + "n_ref": 7485.833333333333 + }, + "11": { + "Dice": 0.0, + "FN": 311.27777777777777, + "FP": 0.0, + "IoU": 0.0, + "TN": 291742.05555555556, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 311.27777777777777 + }, + "12": { + "Dice": 0.0, + "FN": 79.22222222222223, + "FP": 0.0, + "IoU": 0.0, + "TN": 291974.1111111111, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 79.22222222222223 + }, + "13": { + "Dice": 0.24563704153839927, + "FN": 3376.777777777778, + "FP": 1303.7777777777778, + "IoU": 0.17830936604463649, + "TN": 283685.8333333333, + "TP": 3686.9444444444443, + "n_pred": 4990.722222222223, + "n_ref": 7063.722222222223 + }, + "14": { + "Dice": 0.520225634290899, + "FN": 9876.5, + "FP": 86.11111111111111, + "IoU": 0.3874194066310168, + "TN": 279704.5, + "TP": 2386.222222222222, + "n_pred": 2472.3333333333335, + "n_ref": 12262.722222222223 + }, + "15": { + "Dice": 0.31196329971887937, + "FN": 2033.111111111111, + "FP": 651.0, + "IoU": 0.2883517494983768, + "TN": 283267.8333333333, + "TP": 6101.388888888889, + "n_pred": 6752.388888888889, + "n_ref": 8134.5 + }, + "2": { + "Dice": 0.5223305570938268, + "FN": 7111.055555555556, + "FP": 663.6666666666666, + "IoU": 0.4414437159287594, + "TN": 276720.94444444444, + "TP": 7557.666666666667, + "n_pred": 8221.333333333334, + "n_ref": 14668.722222222223 + }, + "3": { + "Dice": 0.30589721600540953, + "FN": 1822.3333333333333, + "FP": 6103.277777777777, + "IoU": 0.27659735385965306, + "TN": 275053.05555555556, + "TP": 9074.666666666666, + "n_pred": 15177.944444444445, + "n_ref": 10897.0 + }, + "4": { + "Dice": 0.2043337323322638, + "FN": 793.5, + "FP": 540.3888888888889, + "IoU": 0.17263011152416355, + "TN": 288924.55555555556, + "TP": 1794.888888888889, + "n_pred": 2335.277777777778, + "n_ref": 2588.3888888888887 + }, + "5": { + "Dice": 0.34554463622099263, + "FN": 851.4444444444445, + "FP": 233.33333333333334, + "IoU": 0.26399404401372906, + "TN": 289806.27777777775, + "TP": 1162.2777777777778, + "n_pred": 1395.611111111111, + "n_ref": 2013.7222222222222 + }, + "6": { + "Dice": 0.5899645012897098, + "FN": 22238.833333333332, + "FP": 8375.611111111111, + "IoU": 0.5063645280055585, + "TN": 221867.38888888888, + "TP": 39571.5, + "n_pred": 47947.11111111111, + "n_ref": 61810.333333333336 + }, + "7": { + "Dice": 0.3148157439951636, + "FN": 701.3888888888889, + "FP": 14069.055555555555, + "IoU": 0.25473175514217805, + "TN": 267139.3888888889, + "TP": 10143.5, + "n_pred": 24212.555555555555, + "n_ref": 10844.888888888889 + }, + "8": { + "Dice": 0.696870924789325, + "FN": 288.8888888888889, + "FP": 188.61111111111111, + "IoU": 0.6391914658011432, + "TN": 285358.3888888889, + "TP": 6217.444444444444, + "n_pred": 6406.055555555556, + "n_ref": 6506.333333333333 + }, + "9": { + "Dice": 0.6194819422886865, + "FN": 697.7222222222222, + "FP": 649.9444444444445, + "IoU": 0.49456563757510186, + "TN": 289010.0, + "TP": 1695.6666666666667, + "n_pred": 2345.6111111111113, + "n_ref": 2393.3888888888887 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9585751949866342, + "FN": 10751, + "FP": 546, + "IoU": 0.9204459029323118, + "TN": 208460, + "TP": 130707, + "n_pred": 131253, + "n_ref": 141458 + }, + "10": { + "Dice": 0.7578397945868586, + "FN": 13914, + "FP": 9098, + "IoU": 0.6100982717722806, + "TN": 291444, + "TP": 36008, + "n_pred": 45106, + "n_ref": 49922 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5230282962071041, + "FN": 11122, + "FP": 1554, + "IoU": 0.3541220829511872, + "TN": 330838, + "TP": 6950, + "n_pred": 8504, + "n_ref": 18072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0552, + "FN": 405, + "FP": 1957, + "IoU": 0.028383381324557796, + "TN": 348033, + "TP": 69, + "n_pred": 2026, + "n_ref": 474 + }, + "3": { + "Dice": 0.030947775628626693, + "FN": 2003, + "FP": 1, + "IoU": 0.015717092337917484, + "TN": 348428, + "TP": 32, + "n_pred": 33, + "n_ref": 2035 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 13, + "IoU": 0.0, + "TN": 350154, + "TP": 0, + "n_pred": 13, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1788787483702738, + "FN": 310, + "FP": 5988, + "IoU": 0.09822451317296678, + "TN": 343480, + "TP": 686, + "n_pred": 6674, + "n_ref": 996 + }, + "7": { + "Dice": 0.657557562290199, + "FN": 1369, + "FP": 5874, + "IoU": 0.4898217933366204, + "TN": 336267, + "TP": 6954, + "n_pred": 12828, + "n_ref": 8323 + }, + "8": { + "Dice": 0.9122807017543859, + "FN": 522, + "FP": 163, + "IoU": 0.8387096774193549, + "TN": 346217, + "TP": 3562, + "n_pred": 3725, + "n_ref": 4084 + }, + "9": { + "Dice": 0.7215201218965672, + "FN": 1277, + "FP": 1830, + "IoU": 0.5643578238923164, + "TN": 343332, + "TP": 4025, + "n_pred": 5855, + "n_ref": 5302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4628, + "IoU": 0.0, + "TN": 170604, + "TP": 0, + "n_pred": 4628, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9740596355703913, + "FN": 8112, + "FP": 545, + "IoU": 0.9494310481798215, + "TN": 4040, + "TP": 162535, + "n_pred": 163080, + "n_ref": 170647 + }, + "7": { + "Dice": 0.0, + "FN": 39, + "FP": 2000, + "IoU": 0.0, + "TN": 173193, + "TP": 0, + "n_pred": 2000, + "n_ref": 39 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6424242424242425, + "FN": 236, + "FP": 0, + "IoU": 0.4732142857142857, + "TN": 174784, + "TP": 212, + "n_pred": 212, + "n_ref": 448 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.9142138118697423, + "FN": 17797, + "FP": 1497, + "IoU": 0.8419832761402446, + "TN": 53131, + "TP": 102807, + "n_pred": 104304, + "n_ref": 120604 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 448, + "FP": 0, + "IoU": 0.0, + "TN": 174784, + "TP": 0, + "n_pred": 0, + "n_ref": 448 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4986222659884903, + "FN": 110372, + "FP": 622, + "IoU": 0.33210980467668755, + "TN": 9046, + "TP": 55192, + "n_pred": 55814, + "n_ref": 165564 + }, + "7": { + "Dice": 0.00861546877136773, + "FN": 297, + "FP": 101195, + "IoU": 0.004326371243856259, + "TN": 73299, + "TP": 441, + "n_pred": 101636, + "n_ref": 738 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47171, + "IoU": 0.0, + "TN": 303293, + "TP": 0, + "n_pred": 47171, + "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": 0.47531410052114426, + "FN": 233752, + "FP": 26, + "IoU": 0.3117455868671762, + "TN": 10796, + "TP": 105890, + "n_pred": 105916, + "n_ref": 339642 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 111307, + "IoU": 0.0, + "TN": 239157, + "TP": 0, + "n_pred": 111307, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.8254308836905567, + "FN": 4070, + "FP": 3415, + "IoU": 0.7027520749771653, + "TN": 150051, + "TP": 17696, + "n_pred": 21111, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6009007448467002, + "FN": 8931, + "FP": 285, + "IoU": 0.4294911477033552, + "TN": 159078, + "TP": 6938, + "n_pred": 7223, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.933572710951526, + "FN": 7, + "FP": 30, + "IoU": 0.8754208754208754, + "TN": 174935, + "TP": 260, + "n_pred": 290, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8227351916376306, + "FN": 122, + "FP": 1506, + "IoU": 0.6988531261561228, + "TN": 169826, + "TP": 3778, + "n_pred": 5284, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7769427015100324, + "FN": 449, + "FP": 2786, + "IoU": 0.6352463637388657, + "TN": 166363, + "TP": 5634, + "n_pred": 8420, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1253, + "IoU": 0.0, + "TN": 173979, + "TP": 0, + "n_pred": 1253, + "n_ref": 0 + }, + "10": { + "Dice": 0.45734104046242774, + "FN": 18421, + "FP": 355, + "IoU": 0.296462829736211, + "TN": 148544, + "TP": 7912, + "n_pred": 8267, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 1, + "IoU": 0.0, + "TN": 170842, + "TP": 0, + "n_pred": 1, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6809940334820136, + "FN": 8307, + "FP": 8214, + "IoU": 0.5162933684672815, + "TN": 141077, + "TP": 17634, + "n_pred": 25848, + "n_ref": 25941 + }, + "7": { + "Dice": 0.8347244824750205, + "FN": 6066, + "FP": 3379, + "IoU": 0.7163322921672273, + "TN": 141936, + "TP": 23851, + "n_pred": 27230, + "n_ref": 29917 + }, + "8": { + "Dice": 0.2502628811777077, + "FN": 713, + "FP": 0, + "IoU": 0.14302884615384615, + "TN": 174400, + "TP": 119, + "n_pred": 119, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 4838, + "FP": 0, + "IoU": 0.0, + "TN": 170394, + "TP": 0, + "n_pred": 0, + "n_ref": 4838 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8292682926829268, + "FN": 41, + "FP": 78, + "IoU": 0.7083333333333334, + "TN": 174824, + "TP": 289, + "n_pred": 367, + "n_ref": 330 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9334124612308627, + "FN": 1686, + "FP": 7739, + "IoU": 0.8751391023263209, + "TN": 99748, + "TP": 66059, + "n_pred": 73798, + "n_ref": 67745 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": 0.9491686460807601, + "FN": 120, + "FP": 201, + "IoU": 0.903254972875226, + "TN": 171914, + "TP": 2997, + "n_pred": 3198, + "n_ref": 3117 + }, + "9": { + "Dice": 0.6854546289071465, + "FN": 4551, + "FP": 2302, + "IoU": 0.5214385474860335, + "TN": 160912, + "TP": 7467, + "n_pred": 9769, + "n_ref": 12018 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 48, + "FP": 0, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "14": { + "Dice": 0.6941429595983744, + "FN": 4847, + "FP": 1550, + "IoU": 0.5315612185120093, + "TN": 336808, + "TP": 7259, + "n_pred": 8809, + "n_ref": 12106 + }, + "15": { + "Dice": 0.9242771642923375, + "FN": 6248, + "FP": 11718, + "IoU": 0.8592149702616505, + "TN": 222851, + "TP": 109647, + "n_pred": 121365, + "n_ref": 115895 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8797483104171522, + "FN": 1957, + "FP": 107, + "IoU": 0.7853130850842521, + "TN": 340850, + "TP": 7550, + "n_pred": 7657, + "n_ref": 9507 + }, + "10": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 350290, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6381798979052984, + "FN": 6011, + "FP": 2211, + "IoU": 0.468622762230983, + "TN": 334991, + "TP": 7251, + "n_pred": 9462, + "n_ref": 13262 + }, + "7": { + "Dice": 0.9793114567972563, + "FN": 1060, + "FP": 5099, + "IoU": 0.959461594155203, + "TN": 198534, + "TP": 145771, + "n_pred": 150870, + "n_ref": 146831 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0263.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": 30, + "FP": 0, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "14": { + "Dice": 0.16415770224329884, + "FN": 155633, + "FP": 0, + "IoU": 0.08941819373259378, + "TN": 179548, + "TP": 15283, + "n_pred": 15283, + "n_ref": 170916 + }, + "15": { + "Dice": 0.0, + "FN": 48, + "FP": 0, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "2": { + "Dice": 0.791310318996192, + "FN": 42222, + "FP": 1237, + "IoU": 0.6546844334262989, + "TN": 224611, + "TP": 82394, + "n_pred": 83631, + "n_ref": 124616 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 33621, + "IoU": 0.0, + "TN": 316843, + "TP": 0, + "n_pred": 33621, + "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": 0.1254058114888251, + "FN": 715, + "FP": 97076, + "IoU": 0.06689757829049064, + "TN": 245662, + "TP": 7011, + "n_pred": 104087, + "n_ref": 7726 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1090, + "IoU": 0.0, + "TN": 349374, + "TP": 0, + "n_pred": 1090, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0268.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.669403931967552, + "FN": 22864, + "FP": 325, + "IoU": 0.5030857583679766, + "TN": 128566, + "TP": 23477, + "n_pred": 23802, + "n_ref": 46341 + }, + "7": { + "Dice": 0.17539744592129267, + "FN": 141, + "FP": 6187, + "IoU": 0.09612912441079846, + "TN": 168231, + "TP": 673, + "n_pred": 6860, + "n_ref": 814 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 350322, + "TP": 0, + "n_pred": 142, + "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": 4842, + "IoU": 0.0, + "TN": 345622, + "TP": 0, + "n_pred": 4842, + "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": 0.524529739297998, + "FN": 84844, + "FP": 36, + "IoU": 0.3555000417618964, + "TN": 218765, + "TP": 46819, + "n_pred": 46855, + "n_ref": 131663 + }, + "3": { + "Dice": 0.0002474532931909102, + "FN": 14, + "FP": 72709, + "IoU": 0.00012374195677280976, + "TN": 277732, + "TP": 9, + "n_pred": 72718, + "n_ref": 23 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6910892724419853, + "FN": 15326, + "FP": 3377, + "IoU": 0.5279880880274581, + "TN": 310840, + "TP": 20921, + "n_pred": 24298, + "n_ref": 36247 + }, + "6": { + "Dice": 0.41105527638190953, + "FN": 2027, + "FP": 7349, + "IoU": 0.25869702719797594, + "TN": 337816, + "TP": 3272, + "n_pred": 10621, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 2672, + "IoU": 0.0, + "TN": 347791, + "TP": 0, + "n_pred": 2672, + "n_ref": 1 + }, + "8": { + "Dice": 0.966429406140444, + "FN": 1186, + "FP": 78, + "IoU": 0.9350395724123753, + "TN": 331006, + "TP": 18194, + "n_pred": 18272, + "n_ref": 19380 + }, + "9": { + "Dice": 0.8269537480063796, + "FN": 1404, + "FP": 332, + "IoU": 0.7049626104690686, + "TN": 344580, + "TP": 4148, + "n_pred": 4480, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__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": 0.8288397280792718, + "FN": 3442, + "FP": 2500, + "IoU": 0.7077082001082198, + "TN": 505367, + "TP": 14387, + "n_pred": 16887, + "n_ref": 17829 + }, + "11": { + "Dice": 0.0, + "FN": 402, + "FP": 0, + "IoU": 0.0, + "TN": 525294, + "TP": 0, + "n_pred": 0, + "n_ref": 402 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6492858579762624, + "FN": 22350, + "FP": 3801, + "IoU": 0.48069820088168713, + "TN": 475338, + "TP": 24207, + "n_pred": 28008, + "n_ref": 46557 + }, + "14": { + "Dice": 0.7023762410310236, + "FN": 17297, + "FP": 0, + "IoU": 0.5412788076484473, + "TN": 487989, + "TP": 20410, + "n_pred": 20410, + "n_ref": 37707 + }, + "15": { + "Dice": 0.011612734864300627, + "FN": 30300, + "FP": 0, + "IoU": 0.005840278233479887, + "TN": 495218, + "TP": 178, + "n_pred": 178, + "n_ref": 30478 + }, + "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": 0.0006193868070610096, + "FN": 0, + "FP": 6454, + "IoU": 0.0003097893432465923, + "TN": 519240, + "TP": 2, + "n_pred": 6456, + "n_ref": 2 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 823, + "IoU": 0.0, + "TN": 524873, + "TP": 0, + "n_pred": 823, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518130708847157, + "FN": 1676, + "FP": 2001, + "IoU": 0.9080566113222645, + "TN": 485704, + "TP": 36315, + "n_pred": 38316, + "n_ref": 37991 + }, + "7": { + "Dice": 0.46989264042321455, + "FN": 2634, + "FP": 773, + "IoU": 0.3070978238763474, + "TN": 520779, + "TP": 1510, + "n_pred": 2283, + "n_ref": 4144 + }, + "8": { + "Dice": 0.9772196467343466, + "FN": 2537, + "FP": 1345, + "IoU": 0.955454065591077, + "TN": 438550, + "TP": 83264, + "n_pred": 84609, + "n_ref": 85801 + }, + "9": { + "Dice": 0.5004194310989095, + "FN": 3518, + "FP": 3033, + "IoU": 0.3337062652563059, + "TN": 515864, + "TP": 3281, + "n_pred": 6314, + "n_ref": 6799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 174515, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 664, + "IoU": 0.0, + "TN": 174568, + "TP": 0, + "n_pred": 664, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8167155425219942, + "FN": 13986, + "FP": 514, + "IoU": 0.6902106567534076, + "TN": 128426, + "TP": 32306, + "n_pred": 32820, + "n_ref": 46292 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9875356699414033, + "FN": 2095, + "FP": 766, + "IoU": 0.9753782337045388, + "TN": 59034, + "TP": 113337, + "n_pred": 114103, + "n_ref": 115432 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9090, + "IoU": 0.0, + "TN": 166142, + "TP": 0, + "n_pred": 9090, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.6870844365989998, + "FN": 1336, + "FP": 9300, + "IoU": 0.5233272083538745, + "TN": 328151, + "TP": 11677, + "n_pred": 20977, + "n_ref": 13013 + }, + "11": { + "Dice": 0.0, + "FN": 217, + "FP": 0, + "IoU": 0.0, + "TN": 350247, + "TP": 0, + "n_pred": 0, + "n_ref": 217 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6831555163539262, + "FN": 13912, + "FP": 12311, + "IoU": 0.5187822289101353, + "TN": 295971, + "TP": 28270, + "n_pred": 40581, + "n_ref": 42182 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6175115207373272, + "FN": 83, + "FP": 0, + "IoU": 0.44666666666666666, + "TN": 350314, + "TP": 67, + "n_pred": 67, + "n_ref": 150 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 350403, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2746, + "IoU": 0.0, + "TN": 347718, + "TP": 0, + "n_pred": 2746, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9356465361988234, + "FN": 1044, + "FP": 28, + "IoU": 0.8790750141003948, + "TN": 341599, + "TP": 7793, + "n_pred": 7821, + "n_ref": 8837 + }, + "7": { + "Dice": 0.46562301671250267, + "FN": 985, + "FP": 4067, + "IoU": 0.3034606369778023, + "TN": 343211, + "TP": 2201, + "n_pred": 6268, + "n_ref": 3186 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8250829646017699, + "FN": 1360, + "FP": 1170, + "IoU": 0.7022478521831235, + "TN": 341967, + "TP": 5967, + "n_pred": 7137, + "n_ref": 7327 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6690909090909091, + "FN": 87, + "FP": 4, + "IoU": 0.5027322404371585, + "TN": 525513, + "TP": 92, + "n_pred": 96, + "n_ref": 179 + }, + "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": 0.949582431178472, + "FN": 397, + "FP": 255, + "IoU": 0.9040047114252061, + "TN": 518904, + "TP": 6140, + "n_pred": 6395, + "n_ref": 6537 + }, + "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": 0.9791105807036533, + "FN": 1328, + "FP": 3188, + "IoU": 0.9590760391840581, + "TN": 415345, + "TP": 105835, + "n_pred": 109023, + "n_ref": 107163 + }, + "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": 102, + "IoU": 0.0, + "TN": 525594, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 525450, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915256527476883, + "FN": 18277, + "FP": 538, + "IoU": 0.8437538926581354, + "TN": 230045, + "TP": 101604, + "n_pred": 102142, + "n_ref": 119881 + }, + "10": { + "Dice": 0.0, + "FN": 5260, + "FP": 0, + "IoU": 0.0, + "TN": 345204, + "TP": 0, + "n_pred": 0, + "n_ref": 5260 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 349038, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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": 8258, + "IoU": 0.0, + "TN": 342206, + "TP": 0, + "n_pred": 8258, + "n_ref": 0 + }, + "3": { + "Dice": 0.8899742552408973, + "FN": 12988, + "FP": 1970, + "IoU": 0.8017600127229836, + "TN": 275010, + "TP": 60496, + "n_pred": 62466, + "n_ref": 73484 + }, + "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": 14681, + "IoU": 0.0, + "TN": 335783, + "TP": 0, + "n_pred": 14681, + "n_ref": 0 + }, + "7": { + "Dice": 0.8162983425414365, + "FN": 33, + "FP": 499, + "IoU": 0.6896149358226371, + "TN": 348750, + "TP": 1182, + "n_pred": 1681, + "n_ref": 1215 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3580583623852616, + "FN": 2841.8592592592595, + "FP": 2593.1407407407414, + "IoU": 0.29744106468613557, + "TN": 260754.84074074076, + "TP": 6393.270370370372, + "n_pred": 8986.41111111111, + "n_ref": 9235.129629629631 + }, + "mean": { + "1": { + "Dice": 0.4501887328836364, + "FN": 386.44444444444446, + "FP": 3922.222222222222, + "IoU": 0.41639081289466723, + "TN": 260133.66666666666, + "TP": 8140.777777777777, + "n_pred": 12063.0, + "n_ref": 8527.222222222223 + }, + "10": { + "Dice": 0.27869987361112475, + "FN": 1963.7777777777778, + "FP": 2593.5, + "IoU": 0.20795645791023898, + "TN": 265318.6111111111, + "TP": 2707.222222222222, + "n_pred": 5300.722222222223, + "n_ref": 4671.0 + }, + "11": { + "Dice": 0.0, + "FN": 109.27777777777777, + "FP": 0.0, + "IoU": 0.0, + "TN": 272473.8333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 109.27777777777777 + }, + "12": { + "Dice": 0.0, + "FN": 219.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 272364.1111111111, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 219.0 + }, + "13": { + "Dice": 0.2311879788127152, + "FN": 4365.222222222223, + "FP": 1331.2777777777778, + "IoU": 0.17513757239779498, + "TN": 263578.94444444444, + "TP": 3307.6666666666665, + "n_pred": 4638.944444444444, + "n_ref": 7672.888888888889 + }, + "14": { + "Dice": 0.680289144125612, + "FN": 718.0, + "FP": 1331.888888888889, + "IoU": 0.6017761142810787, + "TN": 262144.55555555556, + "TP": 8388.666666666666, + "n_pred": 9720.555555555555, + "n_ref": 9106.666666666666 + }, + "15": { + "Dice": 0.4632354841773285, + "FN": 4132.5, + "FP": 1169.7777777777778, + "IoU": 0.3285504029513605, + "TN": 262015.77777777778, + "TP": 5265.055555555556, + "n_pred": 6434.833333333333, + "n_ref": 9397.555555555555 + }, + "2": { + "Dice": 0.5756921983215585, + "FN": 10666.055555555555, + "FP": 518.8888888888889, + "IoU": 0.503392683753951, + "TN": 254808.27777777778, + "TP": 6589.888888888889, + "n_pred": 7108.777777777777, + "n_ref": 17255.944444444445 + }, + "3": { + "Dice": 0.23884883902799697, + "FN": 110.11111111111111, + "FP": 5295.833333333333, + "IoU": 0.22864998774943512, + "TN": 265310.72222222225, + "TP": 1866.4444444444443, + "n_pred": 7162.277777777777, + "n_ref": 1976.5555555555557 + }, + "4": { + "Dice": 0.24999084045710554, + "FN": 787.6111111111111, + "FP": 1214.2777777777778, + "IoU": 0.1911074792494644, + "TN": 268609.94444444444, + "TP": 1971.2777777777778, + "n_pred": 3185.5555555555557, + "n_ref": 2758.8888888888887 + }, + "5": { + "Dice": 0.26242676232557627, + "FN": 147.11111111111111, + "FP": 1032.611111111111, + "IoU": 0.1637865807933896, + "TN": 271019.77777777775, + "TP": 383.6111111111111, + "n_pred": 1416.2222222222222, + "n_ref": 530.7222222222222 + }, + "6": { + "Dice": 0.420093514404416, + "FN": 7729.555555555556, + "FP": 9667.222222222223, + "IoU": 0.3458189092167151, + "TN": 222777.0, + "TP": 32409.333333333332, + "n_pred": 42076.555555555555, + "n_ref": 40138.88888888889 + }, + "7": { + "Dice": 0.23222627313145328, + "FN": 9968.277777777777, + "FP": 8676.777777777777, + "IoU": 0.17442898035783558, + "TN": 237379.38888888888, + "TP": 16558.666666666668, + "n_pred": 25235.444444444445, + "n_ref": 26526.944444444445 + }, + "8": { + "Dice": 0.6485845307645136, + "FN": 738.2777777777778, + "FP": 325.1111111111111, + "IoU": 0.5966310832742397, + "TN": 266885.77777777775, + "TP": 4633.944444444444, + "n_pred": 4959.055555555556, + "n_ref": 5372.222222222223 + }, + "9": { + "Dice": 0.639411263735887, + "FN": 586.6666666666666, + "FP": 1817.7222222222222, + "IoU": 0.5279889054618631, + "TN": 266502.22222222225, + "TP": 3676.5, + "n_pred": 5494.222222222223, + "n_ref": 4263.166666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9815366115837995, + "FN": 3996, + "FP": 1071, + "IoU": 0.9637426565820638, + "TN": 385945, + "TP": 134684, + "n_pred": 135755, + "n_ref": 138680 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 524768, + "TP": 0, + "n_pred": 928, + "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": 595, + "IoU": 0.0, + "TN": 525101, + "TP": 0, + "n_pred": 595, + "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": 0.8599794590893529, + "FN": 16, + "FP": 393, + "IoU": 0.7543543543543544, + "TN": 524031, + "TP": 1256, + "n_pred": 1649, + "n_ref": 1272 + }, + "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": 0.9421359408841891, + "FN": 33695, + "FP": 2639, + "IoU": 0.8906020889599461, + "TN": 193569, + "TP": 295793, + "n_pred": 298432, + "n_ref": 329488 + }, + "7": { + "Dice": 0.1311329170383586, + "FN": 0, + "FP": 1948, + "IoU": 0.07016706443914081, + "TN": 523601, + "TP": 147, + "n_pred": 2095, + "n_ref": 147 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 68613, + "IoU": 0.0, + "TN": 106619, + "TP": 0, + "n_pred": 68613, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "FP": 0, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7436919184369885, + "FN": 69988, + "FP": 315, + "IoU": 0.5919661979024591, + "TN": 2935, + "TP": 101994, + "n_pred": 102309, + "n_ref": 171982 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 122, + "IoU": 0.0, + "TN": 175110, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7435808164331099, + "FN": 1193, + "FP": 4699, + "IoU": 0.5918254243158989, + "TN": 160797, + "TP": 8543, + "n_pred": 13242, + "n_ref": 9736 + }, + "15": { + "Dice": 0.5713840354830024, + "FN": 10982, + "FP": 19265, + "IoU": 0.399956356133947, + "TN": 124824, + "TP": 20161, + "n_pred": 39426, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1934, + "IoU": 0.0, + "TN": 173298, + "TP": 0, + "n_pred": 1934, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3969, + "IoU": 0.0, + "TN": 171263, + "TP": 0, + "n_pred": 3969, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 174700, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7611602250310514, + "FN": 2584, + "FP": 685, + "IoU": 0.614413776834159, + "TN": 517218, + "TP": 5209, + "n_pred": 5894, + "n_ref": 7793 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 525327, + "TP": 0, + "n_pred": 369, + "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": 0.030744336569579287, + "FN": 20470, + "FP": 1094, + "IoU": 0.015612161051766639, + "TN": 503790, + "TP": 342, + "n_pred": 1436, + "n_ref": 20812 + }, + "14": { + "Dice": 0.7631211470998944, + "FN": 3697, + "FP": 10213, + "IoU": 0.6169732349377685, + "TN": 489380, + "TP": 22406, + "n_pred": 32619, + "n_ref": 26103 + }, + "15": { + "Dice": 0.17872559095580678, + "FN": 15982, + "FP": 0, + "IoU": 0.09813215958467356, + "TN": 507975, + "TP": 1739, + "n_pred": 1739, + "n_ref": 17721 + }, + "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": 0.8409865404888572, + "FN": 7232, + "FP": 5740, + "IoU": 0.7256054997355896, + "TN": 478421, + "TP": 34303, + "n_pred": 40043, + "n_ref": 41535 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4022965591483593, + "FN": 4676, + "FP": 100261, + "IoU": 0.2517967658215213, + "TN": 385444, + "TP": 35315, + "n_pred": 135576, + "n_ref": 39991 + }, + "7": { + "Dice": 0.4857680131044463, + "FN": 95843, + "FP": 44169, + "IoU": 0.3208015794860849, + "TN": 319553, + "TP": 66131, + "n_pred": 110300, + "n_ref": 161974 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.30055380930998354, + "FN": 4347, + "FP": 19018, + "IoU": 0.1768539721683988, + "TN": 146847, + "TP": 5020, + "n_pred": 24038, + "n_ref": 9367 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6675692992105995, + "FN": 20751, + "FP": 6748, + "IoU": 0.5010161495191435, + "TN": 120122, + "TP": 27611, + "n_pred": 34359, + "n_ref": 48362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9251599230799419, + "FN": 1122, + "FP": 4599, + "IoU": 0.8607419307726012, + "TN": 134150, + "TP": 35361, + "n_pred": 39960, + "n_ref": 36483 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 456, + "IoU": 0.0, + "TN": 174776, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 941, + "IoU": 0.0, + "TN": 174291, + "TP": 0, + "n_pred": 941, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8460369940130462, + "FN": 806, + "FP": 917, + "IoU": 0.7331578132259563, + "TN": 168775, + "TP": 4734, + "n_pred": 5651, + "n_ref": 5540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7091535064740663, + "FN": 5993, + "FP": 1779, + "IoU": 0.5493709050849424, + "TN": 333217, + "TP": 9475, + "n_pred": 11254, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11277108433734939, + "FN": 3682, + "FP": 0, + "IoU": 0.05975485188968335, + "TN": 346548, + "TP": 234, + "n_pred": 234, + "n_ref": 3916 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.05568259775897553, + "FN": 81465, + "FP": 1125, + "IoU": 0.02863863569538371, + "TN": 265439, + "TP": 2435, + "n_pred": 3560, + "n_ref": 83900 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14668, + "IoU": 0.0, + "TN": 335796, + "TP": 0, + "n_pred": 14668, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.49091716304709754, + "FN": 392, + "FP": 27128, + "IoU": 0.3253082939027679, + "TN": 309675, + "TP": 13269, + "n_pred": 40397, + "n_ref": 13661 + }, + "7": { + "Dice": 0.6627634184735693, + "FN": 49403, + "FP": 17009, + "IoU": 0.49562166308450606, + "TN": 218793, + "TP": 65259, + "n_pred": 82268, + "n_ref": 114662 + }, + "8": { + "Dice": 0.8785046728971962, + "FN": 3, + "FP": 23, + "IoU": 0.7833333333333333, + "TN": 350344, + "TP": 94, + "n_pred": 117, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 175115, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5520, + "IoU": 0.0, + "TN": 169712, + "TP": 0, + "n_pred": 5520, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7578, + "IoU": 0.0, + "TN": 167654, + "TP": 0, + "n_pred": 7578, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9584355606869678, + "FN": 376, + "FP": 200, + "IoU": 0.9201884439517806, + "TN": 343247, + "TP": 6641, + "n_pred": 6841, + "n_ref": 7017 + }, + "10": { + "Dice": 0.38319640365834756, + "FN": 2173, + "FP": 1806, + "IoU": 0.23700862895493768, + "TN": 345249, + "TP": 1236, + "n_pred": 3042, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 346522, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6135, + "IoU": 0.0, + "TN": 344329, + "TP": 0, + "n_pred": 6135, + "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": 357, + "IoU": 0.0, + "TN": 350107, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + }, + "3": { + "Dice": 0.9553953561119879, + "FN": 1982, + "FP": 1155, + "IoU": 0.9145999509977405, + "TN": 313731, + "TP": 33596, + "n_pred": 34751, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 571, + "FP": 0, + "IoU": 0.0, + "TN": 349893, + "TP": 0, + "n_pred": 0, + "n_ref": 571 + }, + "6": { + "Dice": 0.8240466101694915, + "FN": 20559, + "FP": 6017, + "IoU": 0.7007476803891541, + "TN": 261656, + "TP": 62232, + "n_pred": 68249, + "n_ref": 82791 + }, + "7": { + "Dice": 0.3241326918207141, + "FN": 13065, + "FP": 280, + "IoU": 0.1934119069205198, + "TN": 333919, + "TP": 3200, + "n_pred": 3480, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9594622728489427, + "FN": 1276, + "FP": 87, + "IoU": 0.9220831189618705, + "TN": 332971, + "TP": 16130, + "n_pred": 16217, + "n_ref": 17406 + }, + "9": { + "Dice": 0.6511875564734736, + "FN": 4029, + "FP": 17589, + "IoU": 0.4827858458741058, + "TN": 308667, + "TP": 20179, + "n_pred": 37768, + "n_ref": 24208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 1701, + "IoU": 0.0, + "TN": 173531, + "TP": 0, + "n_pred": 1701, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9518712702692911, + "FN": 6902, + "FP": 2397, + "IoU": 0.9081625598735865, + "TN": 73977, + "TP": 91956, + "n_pred": 94353, + "n_ref": 98858 + }, + "15": { + "Dice": 0.34935110487548227, + "FN": 1775, + "FP": 80, + "IoU": 0.21164470888227793, + "TN": 172879, + "TP": 498, + "n_pred": 578, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1077, + "IoU": 0.0, + "TN": 174155, + "TP": 0, + "n_pred": 1077, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4382, + "IoU": 0.0, + "TN": 170850, + "TP": 0, + "n_pred": 4382, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.42973196478085324, + "FN": 1641, + "FP": 10082, + "IoU": 0.27366790582403966, + "TN": 159092, + "TP": 4417, + "n_pred": 14499, + "n_ref": 6058 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9407528172420588, + "FN": 3043, + "FP": 264, + "IoU": 0.8881334145186388, + "TN": 145670, + "TP": 26255, + "n_pred": 26519, + "n_ref": 29298 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.17992164046201597, + "FN": 1911, + "FP": 14206, + "IoU": 0.0988537880905787, + "TN": 157347, + "TP": 1768, + "n_pred": 15974, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05226574707688992, + "FN": 17056, + "FP": 533, + "IoU": 0.026834126369370367, + "TN": 157158, + "TP": 485, + "n_pred": 1018, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06186374314800313, + "FN": 358, + "FP": 4434, + "IoU": 0.03191919191919192, + "TN": 170282, + "TP": 158, + "n_pred": 4592, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 174720, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "8": { + "Dice": 0.9375603130919619, + "FN": 250, + "FP": 1497, + "IoU": 0.8824597995021194, + "TN": 160369, + "TP": 13116, + "n_pred": 14613, + "n_ref": 13366 + }, + "9": { + "Dice": 0.6321949347659248, + "FN": 915, + "FP": 6753, + "IoU": 0.4621966615233553, + "TN": 160974, + "TP": 6590, + "n_pred": 13343, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0192.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": 577, + "IoU": 0.0, + "TN": 525119, + "TP": 0, + "n_pred": 577, + "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": 0.9428724868257644, + "FN": 1132, + "FP": 2272, + "IoU": 0.8919193522781393, + "TN": 494201, + "TP": 28091, + "n_pred": 30363, + "n_ref": 29223 + }, + "15": { + "Dice": 0.7534812053950225, + "FN": 45646, + "FP": 1711, + "IoU": 0.6044683872045435, + "TN": 405966, + "TP": 72373, + "n_pred": 74084, + "n_ref": 118019 + }, + "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": 0.35754832219587557, + "FN": 436, + "FP": 8505, + "IoU": 0.21769183655612914, + "TN": 514267, + "TP": 2488, + "n_pred": 10993, + "n_ref": 2924 + }, + "6": { + "Dice": 0.11482924593169837, + "FN": 966, + "FP": 6758, + "IoU": 0.06091185410334347, + "TN": 517471, + "TP": 501, + "n_pred": 7259, + "n_ref": 1467 + }, + "7": { + "Dice": 0.9623388979133589, + "FN": 11621, + "FP": 690, + "IoU": 0.9274115566037736, + "TN": 356096, + "TP": 157289, + "n_pred": 157979, + "n_ref": 168910 + }, + "8": { + "Dice": 0.823811639271435, + "FN": 8717, + "FP": 3181, + "IoU": 0.7004079166037166, + "TN": 485982, + "TP": 27816, + "n_pred": 30997, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 525543, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4393, + "IoU": 0.0, + "TN": 346071, + "TP": 0, + "n_pred": 4393, + "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": 0.7180388085921904, + "FN": 249, + "FP": 3282, + "IoU": 0.5601096299987542, + "TN": 342437, + "TP": 4496, + "n_pred": 7778, + "n_ref": 4745 + }, + "7": { + "Dice": 0.14416363704980312, + "FN": 1503, + "FP": 66530, + "IoU": 0.07768122229301953, + "TN": 276701, + "TP": 5730, + "n_pred": 72260, + "n_ref": 7233 + }, + "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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8761398721907087, + "FN": 958, + "FP": 2492, + "IoU": 0.7795808842320471, + "TN": 159580, + "TP": 12202, + "n_pred": 14694, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8053303090445137, + "FN": 5503, + "FP": 1363, + "IoU": 0.674102904879438, + "TN": 154164, + "TP": 14202, + "n_pred": 15565, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9353058070214175, + "FN": 1015, + "FP": 157, + "IoU": 0.8784736623807549, + "TN": 165588, + "TP": 8472, + "n_pred": 8629, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.602711157455683, + "FN": 195, + "FP": 186, + "IoU": 0.43134328358208956, + "TN": 174562, + "TP": 289, + "n_pred": 475, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.885217872924518, + "FN": 4124, + "FP": 5409, + "IoU": 0.7940725379647031, + "TN": 128939, + "TP": 36760, + "n_pred": 42169, + "n_ref": 40884 + }, + "7": { + "Dice": 0.30864197530864196, + "FN": 1093, + "FP": 251, + "IoU": 0.18248175182481752, + "TN": 173588, + "TP": 300, + "n_pred": 551, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8357292211186618, + "FN": 307, + "FP": 7235, + "IoU": 0.7178134470759906, + "TN": 148505, + "TP": 19185, + "n_pred": 26420, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8626580825691081, + "FN": 11129, + "FP": 1436, + "IoU": 0.7584861415446124, + "TN": 123206, + "TP": 39461, + "n_pred": 40897, + "n_ref": 50590 + }, + "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": 1263, + "IoU": 0.0, + "TN": 173969, + "TP": 0, + "n_pred": 1263, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.954884223701428, + "FN": 1085, + "FP": 1294, + "IoU": 0.913663581927055, + "TN": 147677, + "TP": 25176, + "n_pred": 26470, + "n_ref": 26261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": 0.6167333776272504, + "FN": 19966, + "FP": 3685, + "IoU": 0.44585285848172446, + "TN": 307784, + "TP": 19029, + "n_pred": 22714, + "n_ref": 38995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6431990118882198, + "FN": 11110, + "FP": 7378, + "IoU": 0.474055530268548, + "TN": 315312, + "TP": 16664, + "n_pred": 24042, + "n_ref": 27774 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.39105951873211314, + "FN": 97242, + "FP": 1273, + "IoU": 0.24305406152995052, + "TN": 220316, + "TP": 31633, + "n_pred": 32906, + "n_ref": 128875 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 93679, + "IoU": 0.0, + "TN": 256785, + "TP": 0, + "n_pred": 93679, + "n_ref": 0 + }, + "4": { + "Dice": 0.30623818525519847, + "FN": 4037, + "FP": 0, + "IoU": 0.18080357142857142, + "TN": 345536, + "TP": 891, + "n_pred": 891, + "n_ref": 4928 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.583574144486692, + "FN": 3040, + "FP": 7912, + "IoU": 0.41200472457854614, + "TN": 331838, + "TP": 7674, + "n_pred": 15586, + "n_ref": 10714 + }, + "7": { + "Dice": 0.0, + "FN": 6901, + "FP": 7923, + "IoU": 0.0, + "TN": 335640, + "TP": 0, + "n_pred": 7923, + "n_ref": 6901 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 350196, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "9": { + "Dice": 0.8713188760442157, + "FN": 4503, + "FP": 72, + "IoU": 0.7719796650717703, + "TN": 330400, + "TP": 15489, + "n_pred": 15561, + "n_ref": 19992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.21232749444849827, + "FN": 3000.4814814814813, + "FP": 4157.962962962962, + "IoU": 0.1740318083027913, + "TN": 261067.2, + "TP": 4357.466666666667, + "n_pred": 8515.42962962963, + "n_ref": 7357.948148148149 + }, + "mean": { + "1": { + "Dice": 0.30263875804102475, + "FN": 10022.777777777777, + "FP": 310.77777777777777, + "IoU": 0.25075977496631086, + "TN": 258383.61111111112, + "TP": 3865.9444444444443, + "n_pred": 4176.722222222223, + "n_ref": 13888.722222222223 + }, + "10": { + "Dice": 0.21810166866723046, + "FN": 3008.6111111111113, + "FP": 2025.6666666666667, + "IoU": 0.15323191515561171, + "TN": 264189.3888888889, + "TP": 3359.4444444444443, + "n_pred": 5385.111111111111, + "n_ref": 6368.055555555556 + }, + "11": { + "Dice": 0.0, + "FN": 267.1666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 272315.94444444444, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 267.1666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 27.333333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 272555.77777777775, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 27.333333333333332 + }, + "13": { + "Dice": 0.24481002137908184, + "FN": 2243.6666666666665, + "FP": 1666.388888888889, + "IoU": 0.17253688970784983, + "TN": 266852.05555555556, + "TP": 1821.0, + "n_pred": 3487.3888888888887, + "n_ref": 4064.6666666666665 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 11788.222222222223, + "IoU": 0.0, + "TN": 260794.88888888888, + "TP": 0.0, + "n_pred": 11788.222222222223, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 712.0555555555555, + "IoU": 0.0, + "TN": 271871.05555555556, + "TP": 0.0, + "n_pred": 712.0555555555555, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.20911479081592857, + "FN": 189.83333333333334, + "FP": 3816.5555555555557, + "IoU": 0.1975743503045474, + "TN": 266710.94444444444, + "TP": 1865.7777777777778, + "n_pred": 5682.333333333333, + "n_ref": 2055.6111111111113 + }, + "3": { + "Dice": 0.4571539173368222, + "FN": 3481.6111111111113, + "FP": 1265.8333333333333, + "IoU": 0.395674988758238, + "TN": 263295.44444444444, + "TP": 4540.222222222223, + "n_pred": 5806.055555555556, + "n_ref": 8021.833333333333 + }, + "4": { + "Dice": 0.0703190924149139, + "FN": 515.7777777777778, + "FP": 1623.0, + "IoU": 0.04663792388690822, + "TN": 270194.3333333333, + "TP": 250.0, + "n_pred": 1873.0, + "n_ref": 765.7777777777778 + }, + "5": { + "Dice": 0.31401593764940644, + "FN": 781.8888888888889, + "FP": 102.05555555555556, + "IoU": 0.25045562957128403, + "TN": 271152.72222222225, + "TP": 546.4444444444445, + "n_pred": 648.5, + "n_ref": 1328.3333333333333 + }, + "6": { + "Dice": 0.45988825322274146, + "FN": 3385.1111111111113, + "FP": 33390.38888888889, + "IoU": 0.4167155581696816, + "TN": 195797.83333333334, + "TP": 40009.77777777778, + "n_pred": 73400.16666666667, + "n_ref": 43394.88888888889 + }, + "7": { + "Dice": 0.12960420754722715, + "FN": 18289.38888888889, + "FP": 3805.0, + "IoU": 0.0950528889038772, + "TN": 247475.61111111112, + "TP": 3013.1111111111113, + "n_pred": 6818.111111111111, + "n_ref": 21302.5 + }, + "8": { + "Dice": 0.29919640154144067, + "FN": 1208.5, + "FP": 552.2777777777778, + "IoU": 0.2594813970016276, + "TN": 267802.0, + "TP": 3020.3333333333335, + "n_pred": 3572.6111111111113, + "n_ref": 4228.833333333333 + }, + "9": { + "Dice": 0.4800693681116568, + "FN": 1585.5555555555557, + "FP": 1311.2222222222222, + "IoU": 0.37235580811593333, + "TN": 266616.3888888889, + "TP": 3069.9444444444443, + "n_pred": 4381.166666666667, + "n_ref": 4655.5 + } + }, + "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": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 346930, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13916500994035785, + "FN": 866, + "FP": 0, + "IoU": 0.07478632478632478, + "TN": 349528, + "TP": 70, + "n_pred": 70, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9579131694945957, + "FN": 1072, + "FP": 322, + "IoU": 0.9192258662649206, + "TN": 333206, + "TP": 15864, + "n_pred": 16186, + "n_ref": 16936 + }, + "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": 0.39540270069483896, + "FN": 13753, + "FP": 82, + "IoU": 0.24641865025328177, + "TN": 332105, + "TP": 4524, + "n_pred": 4606, + "n_ref": 18277 + }, + "6": { + "Dice": 0.9257814985501713, + "FN": 3174, + "FP": 4991, + "IoU": 0.8618186126013302, + "TN": 291375, + "TP": 50924, + "n_pred": 55915, + "n_ref": 54098 + }, + "7": { + "Dice": 0.2570686360806372, + "FN": 34313, + "FP": 292, + "IoU": 0.1474921166732361, + "TN": 309872, + "TP": 5987, + "n_pred": 6279, + "n_ref": 40300 + }, + "8": { + "Dice": 0.9204289686217397, + "FN": 3513, + "FP": 93, + "IoU": 0.8525876870247732, + "TN": 326002, + "TP": 20856, + "n_pred": 20949, + "n_ref": 24369 + }, + "9": { + "Dice": 0.7214935966671809, + "FN": 1613, + "FP": 192, + "IoU": 0.5643253680907555, + "TN": 346321, + "TP": 2338, + "n_pred": 2530, + "n_ref": 3951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1111111111111111, + "FN": 361, + "FP": 7, + "IoU": 0.058823529411764705, + "TN": 174841, + "TP": 23, + "n_pred": 30, + "n_ref": 384 + }, + "7": { + "Dice": 0.02553062294719991, + "FN": 67169, + "FP": 3443, + "IoU": 0.012930371695765828, + "TN": 103695, + "TP": 925, + "n_pred": 4368, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.5244712016556025, + "FN": 21315, + "FP": 14071, + "IoU": 0.3554462659380692, + "TN": 295564, + "TP": 19514, + "n_pred": 33585, + "n_ref": 40829 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30373108665749654, + "FN": 10069, + "FP": 22327, + "IoU": 0.17905833460037504, + "TN": 311002, + "TP": 7066, + "n_pred": 29393, + "n_ref": 17135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 419, + "IoU": 0.0, + "TN": 350045, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.010021474588403722, + "FN": 127, + "FP": 1256, + "IoU": 0.005035971223021582, + "TN": 349074, + "TP": 7, + "n_pred": 1263, + "n_ref": 134 + }, + "9": { + "Dice": 0.5554397846661457, + "FN": 8936, + "FP": 1304, + "IoU": 0.3845044178637976, + "TN": 333827, + "TP": 6397, + "n_pred": 7701, + "n_ref": 15333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1042, + "IoU": 0.0, + "TN": 1050350, + "TP": 0, + "n_pred": 1042, + "n_ref": 0 + }, + "10": { + "Dice": 0.18378561163242876, + "FN": 2581, + "FP": 7074, + "IoU": 0.10119158443492832, + "TN": 1040650, + "TP": 1087, + "n_pred": 8161, + "n_ref": 3668 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "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": 140616, + "IoU": 0.0, + "TN": 910776, + "TP": 0, + "n_pred": 140616, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8668, + "IoU": 0.0, + "TN": 1042724, + "TP": 0, + "n_pred": 8668, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4585, + "IoU": 0.0, + "TN": 1046807, + "TP": 0, + "n_pred": 4585, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12792, + "IoU": 0.0, + "TN": 1038600, + "TP": 0, + "n_pred": 12792, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23732, + "IoU": 0.0, + "TN": 1027660, + "TP": 0, + "n_pred": 23732, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3425391922482916, + "FN": 70, + "FP": 310692, + "IoU": 0.2066650328299074, + "TN": 659676, + "TP": 80954, + "n_pred": 391646, + "n_ref": 81024 + }, + "7": { + "Dice": 0.16527707168276562, + "FN": 96065, + "FP": 35287, + "IoU": 0.09008285073013937, + "TN": 907036, + "TP": 13004, + "n_pred": 48291, + "n_ref": 109069 + }, + "8": { + "Dice": 0.003799326483032553, + "FN": 11537, + "FP": 0, + "IoU": 0.0019032788303486462, + "TN": 1039833, + "TP": 22, + "n_pred": 22, + "n_ref": 11559 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3064, + "IoU": 0.0, + "TN": 1048328, + "TP": 0, + "n_pred": 3064, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8383321141185077, + "FN": 105, + "FP": 1000, + "IoU": 0.7216624685138538, + "TN": 171262, + "TP": 2865, + "n_pred": 3865, + "n_ref": 2970 + }, + "10": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 174935, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9946, + "IoU": 0.0, + "TN": 165286, + "TP": 0, + "n_pred": 9946, + "n_ref": 0 + }, + "3": { + "Dice": 0.8614503966146605, + "FN": 15444, + "FP": 9341, + "IoU": 0.7566208745347958, + "TN": 73395, + "TP": 77052, + "n_pred": 86393, + "n_ref": 92496 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8824983692632291, + "FN": 11294, + "FP": 3297, + "IoU": 0.7897065605903378, + "TN": 105848, + "TP": 54793, + "n_pred": 58090, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4390, + "IoU": 0.0, + "TN": 170842, + "TP": 0, + "n_pred": 4390, + "n_ref": 0 + }, + "7": { + "Dice": 0.8651104370715803, + "FN": 8375, + "FP": 1720, + "IoU": 0.7622860103138908, + "TN": 132765, + "TP": 32372, + "n_pred": 34092, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6420, + "IoU": 0.0, + "TN": 168812, + "TP": 0, + "n_pred": 6420, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 349921, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 349830, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 350085, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 350254, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "3": { + "Dice": 0.8253275109170306, + "FN": 78, + "FP": 2, + "IoU": 0.7026022304832714, + "TN": 350195, + "TP": 189, + "n_pred": 191, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3675, + "IoU": 0.0, + "TN": 346789, + "TP": 0, + "n_pred": 3675, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 1, + "IoU": 0.0, + "TN": 350248, + "TP": 0, + "n_pred": 1, + "n_ref": 215 + }, + "6": { + "Dice": 0.9819340477558418, + "FN": 5159, + "FP": 1350, + "IoU": 0.9645092693565976, + "TN": 167064, + "TP": 176891, + "n_pred": 178241, + "n_ref": 182050 + }, + "7": { + "Dice": 0.029374433363553942, + "FN": 5353, + "FP": 0, + "IoU": 0.014906146485093854, + "TN": 345030, + "TP": 81, + "n_pred": 81, + "n_ref": 5434 + }, + "8": { + "Dice": 0.913772609449067, + "FN": 5106, + "FP": 915, + "IoU": 0.8412351017825124, + "TN": 312540, + "TP": 31903, + "n_pred": 32818, + "n_ref": 37009 + }, + "9": { + "Dice": 0.6356228172293364, + "FN": 2953, + "FP": 1429, + "IoU": 0.4658703071672355, + "TN": 342260, + "TP": 3822, + "n_pred": 5251, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.3341257078934489, + "FN": 18775, + "FP": 273, + "IoU": 0.20057078104671172, + "TN": 151405, + "TP": 4779, + "n_pred": 5052, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.041568811648661344, + "FN": 7845, + "FP": 317, + "IoU": 0.021225566614702002, + "TN": 166893, + "TP": 177, + "n_pred": 494, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 181, + "IoU": 0.0, + "TN": 175051, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9400022669168672, + "FN": 4482, + "FP": 5046, + "IoU": 0.8867964879347012, + "TN": 91065, + "TP": 74639, + "n_pred": 79685, + "n_ref": 79121 + }, + "7": { + "Dice": 0.14603450146468483, + "FN": 6735, + "FP": 1136, + "IoU": 0.0787687265917603, + "TN": 166688, + "TP": 673, + "n_pred": 1809, + "n_ref": 7408 + }, + "8": { + "Dice": 0.5455488331892826, + "FN": 1470, + "FP": 1159, + "IoU": 0.3750891371523651, + "TN": 171025, + "TP": 1578, + "n_pred": 2737, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5630368873168267, + "FN": 3238, + "FP": 3680, + "IoU": 0.39182417582417584, + "TN": 163857, + "TP": 4457, + "n_pred": 8137, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0832170512918807, + "FN": 119536, + "FP": 40, + "IoU": 0.043414958041007014, + "TN": 50229, + "TP": 5427, + "n_pred": 5467, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 304, + "IoU": 0.0, + "TN": 174928, + "TP": 0, + "n_pred": 304, + "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": 300, + "IoU": 0.0, + "TN": 174932, + "TP": 0, + "n_pred": 300, + "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": 151462, + "IoU": 0.0, + "TN": 23770, + "TP": 0, + "n_pred": 151462, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 32887, + "FP": 0, + "IoU": 0.0, + "TN": 142345, + "TP": 0, + "n_pred": 0, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 71572, + "IoU": 0.0, + "TN": 103660, + "TP": 0, + "n_pred": 71572, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 52834, + "IoU": 0.0, + "TN": 122398, + "TP": 0, + "n_pred": 52834, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16699, + "IoU": 0.0, + "TN": 158533, + "TP": 0, + "n_pred": 16699, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.13158937772493065, + "FN": 5703, + "FP": 870, + "IoU": 0.07042851081883751, + "TN": 168161, + "TP": 498, + "n_pred": 1368, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.442173085371211, + "FN": 13671, + "FP": 5376, + "IoU": 0.2838396751391187, + "TN": 148636, + "TP": 7549, + "n_pred": 12925, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4922336469043973, + "FN": 9284, + "FP": 0, + "IoU": 0.3264654672083575, + "TN": 161448, + "TP": 4500, + "n_pred": 4500, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8824323517113672, + "FN": 2294, + "FP": 7547, + "IoU": 0.7896008380903513, + "TN": 128459, + "TP": 36932, + "n_pred": 44479, + "n_ref": 39226 + }, + "7": { + "Dice": 0.05155589287650439, + "FN": 29033, + "FP": 5957, + "IoU": 0.02646003171865001, + "TN": 139291, + "TP": 951, + "n_pred": 6908, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.16455250176180408, + "FN": 84, + "FP": 4658, + "IoU": 0.08965252447686696, + "TN": 170023, + "TP": 467, + "n_pred": 5125, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7633168588687534, + "FN": 1293, + "FP": 0, + "IoU": 0.6172291296625222, + "TN": 171854, + "TP": 2085, + "n_pred": 2085, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 44741, + "IoU": 0.0, + "TN": 130491, + "TP": 0, + "n_pred": 44741, + "n_ref": 0 + }, + "3": { + "Dice": 0.1451204514215438, + "FN": 47105, + "FP": 163, + "IoU": 0.07823712948517941, + "TN": 123952, + "TP": 4012, + "n_pred": 4175, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15638442882685125, + "FN": 47639, + "FP": 16, + "IoU": 0.08482485788907666, + "TN": 123160, + "TP": 4417, + "n_pred": 4433, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.9110251450676983, + "FN": 42, + "FP": 50, + "IoU": 0.8365896980461812, + "TN": 174669, + "TP": 471, + "n_pred": 521, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 174939, + "TP": 0, + "n_pred": 293, + "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": 54996, + "IoU": 0.0, + "TN": 120236, + "TP": 0, + "n_pred": 54996, + "n_ref": 0 + }, + "7": { + "Dice": 0.015298895079799792, + "FN": 31033, + "FP": 248, + "IoU": 0.007708412637990103, + "TN": 143708, + "TP": 243, + "n_pred": 491, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 393, + "IoU": 0.0, + "TN": 174839, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8606610499027868, + "FN": 106, + "FP": 1614, + "IoU": 0.7554038680318543, + "TN": 168200, + "TP": 5312, + "n_pred": 6926, + "n_ref": 5418 + }, + "6": { + "Dice": 0.9328624268383304, + "FN": 2917, + "FP": 5124, + "IoU": 0.8741725999530553, + "TN": 111327, + "TP": 55864, + "n_pred": 60988, + "n_ref": 58781 + }, + "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": 60, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "9": { + "Dice": 0.7917566699748964, + "FN": 9222, + "FP": 5046, + "IoU": 0.6552957093158098, + "TN": 133840, + "TP": 27124, + "n_pred": 32170, + "n_ref": 36346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 350316, + "TP": 0, + "n_pred": 148, + "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": 641, + "FP": 0, + "IoU": 0.0, + "TN": 349823, + "TP": 0, + "n_pred": 0, + "n_ref": 641 + }, + "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": 0.9241199478487614, + "FN": 2345, + "FP": 565, + "IoU": 0.8589432864760058, + "TN": 329834, + "TP": 17720, + "n_pred": 18285, + "n_ref": 20065 + }, + "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": 1033, + "IoU": 0.0, + "TN": 349431, + "TP": 0, + "n_pred": 1033, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9172378262860632, + "FN": 42185, + "FP": 1189, + "IoU": 0.8471276966943576, + "TN": 66737, + "TP": 240353, + "n_pred": 241542, + "n_ref": 282538 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3708, + "IoU": 0.0, + "TN": 346756, + "TP": 0, + "n_pred": 3708, + "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": 4055, + "IoU": 0.0, + "TN": 346409, + "TP": 0, + "n_pred": 4055, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/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": 0.7889431190986635, + "FN": 4727, + "FP": 13781, + "IoU": 0.6514500941619585, + "TN": 297364, + "TP": 34592, + "n_pred": 48373, + "n_ref": 39319 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7870321560358461, + "FN": 7725, + "FP": 1971, + "IoU": 0.6488483268144285, + "TN": 322852, + "TP": 17916, + "n_pred": 19887, + "n_ref": 25641 + }, + "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": 4149, + "IoU": 0.0, + "TN": 346315, + "TP": 0, + "n_pred": 4149, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8203, + "IoU": 0.0, + "TN": 342261, + "TP": 0, + "n_pred": 8203, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 350027, + "TP": 0, + "n_pred": 437, + "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": 140, + "IoU": 0.0, + "TN": 350324, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "6": { + "Dice": 0.864423076923077, + "FN": 290, + "FP": 838, + "IoU": 0.7612193056731583, + "TN": 345740, + "TP": 3596, + "n_pred": 4434, + "n_ref": 3886 + }, + "7": { + "Dice": 0.0, + "FN": 18246, + "FP": 0, + "IoU": 0.0, + "TN": 332218, + "TP": 0, + "n_pred": 0, + "n_ref": 18246 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "9": { + "Dice": 0.8887220553887221, + "FN": 2494, + "FP": 174, + "IoU": 0.799729770304759, + "TN": 337142, + "TP": 10654, + "n_pred": 10828, + "n_ref": 13148 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2958919/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.29529782297415486, + "FN": 2790.0499805068225, + "FP": 3037.4561793372322, + "IoU": 0.24416521628177623, + "TN": 292343.32085769984, + "TP": 5769.589356725146, + "n_pred": 8807.045536062378, + "n_ref": 8559.639337231969 + }, + "mean": { + "1": { + "Dice": 0.2562461489898254, + "FN": 2491.2795321637427, + "FP": 1558.533918128655, + "IoU": 0.22772692767658312, + "TN": 293243.0532163743, + "TP": 6647.5497076023385, + "n_pred": 8206.083625730995, + "n_ref": 9138.82923976608 + }, + "10": { + "Dice": 0.2926703234285994, + "FN": 3170.4959064327486, + "FP": 1919.1701754385965, + "IoU": 0.21917481161979996, + "TN": 295691.2368421053, + "TP": 3159.5134502923975, + "n_pred": 5078.683625730994, + "n_ref": 6330.009356725146 + }, + "11": { + "Dice": 0.017841517738839553, + "FN": 366.6181286549708, + "FP": 22.157894736842103, + "IoU": 0.010653422647421716, + "TN": 303531.48245614034, + "TP": 20.157894736842106, + "n_pred": 42.315789473684205, + "n_ref": 386.7760233918129 + }, + "12": { + "Dice": 0.0, + "FN": 239.03742690058476, + "FP": 0.0, + "IoU": 0.0, + "TN": 303701.3789473684, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 239.03742690058476 + }, + "13": { + "Dice": 0.2011771890295071, + "FN": 2660.1859649122807, + "FP": 1491.8888888888887, + "IoU": 0.14204952034716692, + "TN": 297582.3771929824, + "TP": 2205.9643274853797, + "n_pred": 3697.85321637427, + "n_ref": 4866.15029239766 + }, + "14": { + "Dice": 0.3656016892334604, + "FN": 3337.4263157894734, + "FP": 4757.949707602339, + "IoU": 0.29778590181851644, + "TN": 290463.230994152, + "TP": 5381.809356725146, + "n_pred": 10139.759064327485, + "n_ref": 8719.23567251462 + }, + "15": { + "Dice": 0.2699146015880556, + "FN": 1422.3853801169591, + "FP": 2872.0824561403506, + "IoU": 0.22739437052383896, + "TN": 295494.3122807017, + "TP": 4151.636257309941, + "n_pred": 7023.718713450292, + "n_ref": 5574.0216374269 + }, + "2": { + "Dice": 0.4308397546519802, + "FN": 4588.009941520468, + "FP": 1651.6748538011695, + "IoU": 0.37373156651461237, + "TN": 290554.4438596491, + "TP": 7146.287719298246, + "n_pred": 8797.962573099418, + "n_ref": 11734.297660818713 + }, + "3": { + "Dice": 0.295989454779719, + "FN": 1747.0637426900582, + "FP": 4024.4309941520464, + "IoU": 0.2532635245157742, + "TN": 293373.85497076024, + "TP": 4795.066666666667, + "n_pred": 8819.497660818713, + "n_ref": 6542.130409356725 + }, + "4": { + "Dice": 0.15905747524545316, + "FN": 1082.5040935672514, + "FP": 982.8807017543859, + "IoU": 0.1236256463618701, + "TN": 300236.06140350876, + "TP": 1638.9701754385965, + "n_pred": 2621.8508771929824, + "n_ref": 2721.474269005848 + }, + "5": { + "Dice": 0.2794450284093205, + "FN": 729.3836257309943, + "FP": 474.5368421052632, + "IoU": 0.20804207977846456, + "TN": 301917.2502923977, + "TP": 819.2456140350878, + "n_pred": 1293.7824561403509, + "n_ref": 1548.629239766082 + }, + "6": { + "Dice": 0.4906228622101711, + "FN": 7804.542105263157, + "FP": 17281.276023391812, + "IoU": 0.42299712652976984, + "TN": 245921.54970760233, + "TP": 32933.048538011695, + "n_pred": 50214.32456140352, + "n_ref": 40737.59064327485 + }, + "7": { + "Dice": 0.24476257107815722, + "FN": 8539.790058479532, + "FP": 6514.587719298245, + "IoU": 0.18782601136992688, + "TN": 278865.2883040936, + "TP": 10020.75029239766, + "n_pred": 16535.33801169591, + "n_ref": 18560.540350877192 + }, + "8": { + "Dice": 0.570424855605558, + "FN": 2686.512280701754, + "FP": 613.8736842105264, + "IoU": 0.5192327454769858, + "TN": 295867.28596491227, + "TP": 4772.7444444444445, + "n_pred": 5386.618128654971, + "n_ref": 7459.2567251462 + }, + "9": { + "Dice": 0.5548738726236765, + "FN": 985.5152046783626, + "FP": 1396.7988304093567, + "IoU": 0.44897458904591253, + "TN": 298707.0064327486, + "TP": 2851.0959064327485, + "n_pred": 4247.894736842106, + "n_ref": 3836.611111111111 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_004/summary.json b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd6c2c21dbd8fb512a838b2d6986ca62cbf412c6 --- /dev/null +++ b/nnActive_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5463494023313383, + "FN": 38940.89866666667, + "FP": 33406.51866666667, + "IoU": 0.4395619763204337, + "TN": 96236963.79066667, + "TP": 147649.632, + "n_pred": 181056.1506666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8250111024188368, + "FN": 23727.5, + "FP": 37116.36, + "IoU": 0.7288092882828388, + "TN": 96225556.34, + "TP": 170560.64, + "n_pred": 207677.0, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.614549674089359, + "FN": 30223.6, + "FP": 16491.12, + "IoU": 0.4686636440514445, + "TN": 96366247.16, + "TP": 43998.96, + "n_pred": 60490.08, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.033298980938529656, + "FN": 3625.92, + "FP": 4.26, + "IoU": 0.01810293592895991, + "TN": 96453256.2, + "TP": 74.46, + "n_pred": 78.72, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.419588004764123, + "FN": 35977.62, + "FP": 17620.22, + "IoU": 0.2817332871207826, + "TN": 96381482.48, + "TP": 21880.52, + "n_pred": 39500.74, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5772662062635873, + "FN": 55565.06, + "FP": 26830.32, + "IoU": 0.47471237358216545, + "TN": 96291772.38, + "TP": 82793.08, + "n_pred": 109623.4, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3180423283985164, + "FN": 31745.26, + "FP": 9719.84, + "IoU": 0.24165237344741752, + "TN": 96393193.96, + "TP": 22301.78, + "n_pred": 32021.62, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6785835090882862, + "FN": 38151.46, + "FP": 72207.4, + "IoU": 0.5254923597695089, + "TN": 96227911.74, + "TP": 118690.24, + "n_pred": 190897.64, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5766361323421816, + "FN": 70834.88, + "FP": 33307.5, + "IoU": 0.4491867622286157, + "TN": 96260250.76, + "TP": 92567.7, + "n_pred": 125875.2, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5894620845872626, + "FN": 8357.42, + "FP": 8692.8, + "IoU": 0.47068094085416107, + "TN": 96421690.54, + "TP": 18220.08, + "n_pred": 26912.88, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5020869873732547, + "FN": 10852.58, + "FP": 2054.1, + "IoU": 0.36663811927326, + "TN": 96437754.58, + "TP": 6299.58, + "n_pred": 8353.68, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9108035169720575, + "FN": 113824.52, + "FP": 126650.24, + "IoU": 0.8431406808697046, + "TN": 94971086.98, + "TP": 1245399.1, + "n_pred": 1372049.34, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6393296656712405, + "FN": 113231.9, + "FP": 100545.88, + "IoU": 0.4923021035971906, + "TN": 96017490.3, + "TP": 225692.76, + "n_pred": 326238.64, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7917632670967926, + "FN": 16704.94, + "FP": 37845.2, + "IoU": 0.6635765545285283, + "TN": 96286746.46, + "TP": 115664.24, + "n_pred": 153509.44, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7188195749660469, + "FN": 27054.16, + "FP": 12012.54, + "IoU": 0.5687382212719289, + "TN": 96367292.8, + "TP": 50601.34, + "n_pred": 62613.88, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.744928537023065, + "FN": 5311, + "FP": 54528, + "IoU": 0.5935347579779646, + "TN": 119446102, + "TP": 87379, + "n_pred": 141907, + "n_ref": 92690 + }, + "10": { + "Dice": 0.532954155283861, + "FN": 39634, + "FP": 22938, + "IoU": 0.36328391318062947, + "TN": 119495047, + "TP": 35701, + "n_pred": 58639, + "n_ref": 75335 + }, + "11": { + "Dice": 0.00505902192242833, + "FN": 3537, + "FP": 3, + "IoU": 0.00253592561284869, + "TN": 119589771, + "TP": 9, + "n_pred": 12, + "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": 0.38132872837452725, + "FN": 34760, + "FP": 23637, + "IoU": 0.23558132837657408, + "TN": 119516926, + "TP": 17997, + "n_pred": 41634, + "n_ref": 52757 + }, + "14": { + "Dice": 0.25850703473090925, + "FN": 210701, + "FP": 319, + "IoU": 0.14843989604687577, + "TN": 119345516, + "TP": 36784, + "n_pred": 37103, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 108190, + "IoU": 0.0, + "TN": 119452267, + "TP": 0, + "n_pred": 108190, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6629566488066244, + "FN": 4693, + "FP": 133697, + "IoU": 0.4958378112533926, + "TN": 119318825, + "TP": 136105, + "n_pred": 269802, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4473157496775341, + "FN": 120093, + "FP": 4167, + "IoU": 0.288091896072646, + "TN": 119418775, + "TP": 50285, + "n_pred": 54452, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8397400025827558, + "FN": 19180, + "FP": 3158, + "IoU": 0.7237515767604066, + "TN": 119512458, + "TP": 58524, + "n_pred": 61682, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0011621311271288444, + "FN": 64222, + "FP": 7975, + "IoU": 0.0005814033970569914, + "TN": 119521081, + "TP": 42, + "n_pred": 8017, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9481164162343209, + "FN": 48083, + "FP": 76012, + "IoU": 0.901351091382301, + "TN": 118335374, + "TP": 1133851, + "n_pred": 1209863, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 147381, + "IoU": 0.0, + "TN": 119445939, + "TP": 0, + "n_pred": 147381, + "n_ref": 0 + }, + "8": { + "Dice": 0.8208117587000192, + "FN": 38893, + "FP": 69217, + "IoU": 0.6960820418249134, + "TN": 119237599, + "TP": 247611, + "n_pred": 316828, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7047189905343371, + "FN": 30710, + "FP": 7691, + "IoU": 0.5440664885722767, + "TN": 119509095, + "TP": 45824, + "n_pred": 53515, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9220551691152771, + "FN": 11202, + "FP": 18784, + "IoU": 0.8553825230169716, + "TN": 72618313, + "TP": 177361, + "n_pred": 196145, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5825567157066768, + "FN": 20162, + "FP": 49043, + "IoU": 0.41099119955061536, + "TN": 72708166, + "TP": 48289, + "n_pred": 97332, + "n_ref": 68451 + }, + "11": { + "Dice": 0.09421487603305785, + "FN": 2133, + "FP": 59, + "IoU": 0.049436253252385085, + "TN": 72823354, + "TP": 114, + "n_pred": 173, + "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": 0.42275134481464494, + "FN": 29907, + "FP": 25465, + "IoU": 0.2680308798646362, + "TN": 72750012, + "TP": 20276, + "n_pred": 45741, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7669136740768889, + "FN": 16344, + "FP": 20458, + "IoU": 0.6219464590224559, + "TN": 72728314, + "TP": 60544, + "n_pred": 81002, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3771690369380548, + "FN": 32602, + "FP": 25, + "IoU": 0.232414247400367, + "TN": 72783154, + "TP": 9879, + "n_pred": 9904, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6852299598799054, + "FN": 6893, + "FP": 111577, + "IoU": 0.5211785627677633, + "TN": 72578240, + "TP": 128950, + "n_pred": 240527, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5633627768653735, + "FN": 76379, + "FP": 2317, + "IoU": 0.3921398998949515, + "TN": 72696196, + "TP": 50768, + "n_pred": 53085, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6574575629352784, + "FN": 7044, + "FP": 13761, + "IoU": 0.48971082386990755, + "TN": 72784889, + "TP": 19966, + "n_pred": 33727, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6313032089063523, + "FN": 4301, + "FP": 766, + "IoU": 0.46124401913875596, + "TN": 72816255, + "TP": 4338, + "n_pred": 5104, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9245137639812729, + "FN": 73906, + "FP": 111256, + "IoU": 0.8596239849648571, + "TN": 71506617, + "TP": 1133881, + "n_pred": 1245137, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6762811204688861, + "FN": 85188, + "FP": 61950, + "IoU": 0.5108948213448747, + "TN": 72524829, + "TP": 153693, + "n_pred": 215643, + "n_ref": 238881 + }, + "8": { + "Dice": 0.7296457942826314, + "FN": 5449, + "FP": 33638, + "IoU": 0.5743640561024479, + "TN": 72733828, + "TP": 52745, + "n_pred": 86383, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8148464104159819, + "FN": 19719, + "FP": 6760, + "IoU": 0.6875449879048912, + "TN": 72740915, + "TP": 58266, + "n_pred": 65026, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.89720419698598, + "FN": 41308, + "FP": 8814, + "IoU": 0.8135723717245356, + "TN": 71540633, + "TP": 218733, + "n_pred": 227547, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7273208986858839, + "FN": 31951, + "FP": 14363, + "IoU": 0.5714880506286951, + "TN": 71701407, + "TP": 61767, + "n_pred": 76130, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5935587457499055, + "FN": 32478, + "FP": 10556, + "IoU": 0.422028822004647, + "TN": 71735031, + "TP": 31423, + "n_pred": 41979, + "n_ref": 63901 + }, + "14": { + "Dice": 0.76318932556874, + "FN": 198204, + "FP": 2844, + "IoU": 0.6170623696465816, + "TN": 71284473, + "TP": 323967, + "n_pred": 326811, + "n_ref": 522171 + }, + "15": { + "Dice": 0.07726603619727408, + "FN": 173367, + "FP": 895, + "IoU": 0.040185505458310844, + "TN": 71627930, + "TP": 7296, + "n_pred": 8191, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5742084500132861, + "FN": 6414, + "FP": 201896, + "IoU": 0.40272959256816815, + "TN": 71460718, + "TP": 140460, + "n_pred": 342356, + "n_ref": 146874 + }, + "3": { + "Dice": 0.0007250335710966898, + "FN": 184924, + "FP": 10787, + "IoU": 0.0003626482516268094, + "TN": 71613706, + "TP": 71, + "n_pred": 10858, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6987719298245614, + "FN": 2026, + "FP": 8276, + "IoU": 0.5370095726034785, + "TN": 71787237, + "TP": 11949, + "n_pred": 20225, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7714798922263247, + "FN": 2612, + "FP": 1968, + "IoU": 0.6279749817236617, + "TN": 71797177, + "TP": 7731, + "n_pred": 9699, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9484236856025836, + "FN": 46040, + "FP": 84709, + "IoU": 0.9019066639457906, + "TN": 70476584, + "TP": 1202155, + "n_pred": 1286864, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8178926499254195, + "FN": 38564, + "FP": 48973, + "IoU": 0.6918937183444616, + "TN": 71525375, + "TP": 196576, + "n_pred": 245549, + "n_ref": 235140 + }, + "8": { + "Dice": 0.827687461326433, + "FN": 7666, + "FP": 22966, + "IoU": 0.7060296926133146, + "TN": 71705287, + "TP": 73569, + "n_pred": 96535, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7771706666834338, + "FN": 26355, + "FP": 9084, + "IoU": 0.63555121349239, + "TN": 71712248, + "TP": 61801, + "n_pred": 70885, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538377082370495, + "FN": 10904, + "FP": 8773, + "IoU": 0.9117492723138402, + "TN": 135222543, + "TP": 203290, + "n_pred": 212063, + "n_ref": 214194 + }, + "10": { + "Dice": 0.716070005419363, + "FN": 28979, + "FP": 15554, + "IoU": 0.5577173276127482, + "TN": 135344821, + "TP": 56156, + "n_pred": 71710, + "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": 0.6797648105618815, + "FN": 12306, + "FP": 14327, + "IoU": 0.5148816029143898, + "TN": 135390610, + "TP": 28267, + "n_pred": 42594, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8531003431789517, + "FN": 26676, + "FP": 13390, + "IoU": 0.7438317189348167, + "TN": 135289105, + "TP": 116339, + "n_pred": 129729, + "n_ref": 143015 + }, + "15": { + "Dice": 0.21580035582055104, + "FN": 44567, + "FP": 4360, + "IoU": 0.12095078962970948, + "TN": 135389851, + "TP": 6732, + "n_pred": 11092, + "n_ref": 51299 + }, + "2": { + "Dice": 0.782121753186506, + "FN": 19869, + "FP": 85805, + "IoU": 0.6422002817054011, + "TN": 135150166, + "TP": 189670, + "n_pred": 275475, + "n_ref": 209539 + }, + "3": { + "Dice": 0.703909282325782, + "FN": 88128, + "FP": 28588, + "IoU": 0.5431018621820843, + "TN": 135190057, + "TP": 138737, + "n_pred": 167325, + "n_ref": 226865 + }, + "4": { + "Dice": 0.847980201593153, + "FN": 3947, + "FP": 7847, + "IoU": 0.7360812746151092, + "TN": 135400822, + "TP": 32894, + "n_pred": 40741, + "n_ref": 36841 + }, + "5": { + "Dice": 0.38451418906220636, + "FN": 20883, + "FP": 2042, + "IoU": 0.2380176826430898, + "TN": 135415424, + "TP": 7161, + "n_pred": 9203, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9524118882286968, + "FN": 65869, + "FP": 93673, + "IoU": 0.9091472855856693, + "TN": 133689459, + "TP": 1596509, + "n_pred": 1690182, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5535696351320689, + "FN": 50150, + "FP": 189884, + "IoU": 0.38271433494319207, + "TN": 135056656, + "TP": 148820, + "n_pred": 338704, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8116090217627928, + "FN": 43567, + "FP": 70665, + "IoU": 0.6829478148401028, + "TN": 135085216, + "TP": 246062, + "n_pred": 316727, + "n_ref": 289629 + }, + "9": { + "Dice": 0.6097964053789027, + "FN": 53571, + "FP": 3332, + "IoU": 0.4386382021585147, + "TN": 135344144, + "TP": 44463, + "n_pred": 47795, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8890095594526071, + "FN": 28648, + "FP": 28174, + "IoU": 0.8001955075460286, + "TN": 105469617, + "TP": 227566, + "n_pred": 255740, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2763056435005851, + "FN": 45256, + "FP": 34519, + "IoU": 0.1602985137467896, + "TN": 105659001, + "TP": 15229, + "n_pred": 49748, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0743295019157088, + "FN": 2372, + "FP": 44, + "IoU": 0.038599283724631915, + "TN": 105751492, + "TP": 97, + "n_pred": 141, + "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": 0.45596550566729493, + "FN": 54412, + "FP": 8801, + "IoU": 0.2953078492358115, + "TN": 105664302, + "TP": 26490, + "n_pred": 35291, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8954521389388601, + "FN": 35378, + "FP": 2339, + "IoU": 0.8106956434450914, + "TN": 105554765, + "TP": 161523, + "n_pred": 163862, + "n_ref": 196901 + }, + "15": { + "Dice": 0.647419072615923, + "FN": 12392, + "FP": 4534, + "IoU": 0.47865459249676584, + "TN": 105721539, + "TP": 15540, + "n_pred": 20074, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8709264630609111, + "FN": 20173, + "FP": 19165, + "IoU": 0.7713638080846241, + "TN": 105581950, + "TP": 132717, + "n_pred": 151882, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8803409550616215, + "FN": 16954, + "FP": 25048, + "IoU": 0.786258065829381, + "TN": 105557497, + "TP": 154506, + "n_pred": 179554, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6134198979773838, + "FN": 15060, + "FP": 17451, + "IoU": 0.44239773604322097, + "TN": 105695700, + "TP": 25794, + "n_pred": 43245, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6820906046183677, + "FN": 4626, + "FP": 2588, + "IoU": 0.517555005684478, + "TN": 105739052, + "TP": 7739, + "n_pred": 10327, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9418236766455435, + "FN": 77194, + "FP": 103101, + "IoU": 0.8900441787054248, + "TN": 104114301, + "TP": 1459409, + "n_pred": 1562510, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7232180040450699, + "FN": 50437, + "FP": 116382, + "IoU": 0.5664381283072221, + "TN": 105369241, + "TP": 217945, + "n_pred": 334327, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6762170793396682, + "FN": 6723, + "FP": 71750, + "IoU": 0.5108217282349861, + "TN": 105593587, + "TP": 81945, + "n_pred": 153695, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7954332747004746, + "FN": 14889, + "FP": 15930, + "IoU": 0.6603480388375195, + "TN": 105663268, + "TP": 59918, + "n_pred": 75848, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8277102193436039, + "FN": 12744, + "FP": 87381, + "IoU": 0.7060628122853267, + "TN": 96797246, + "TP": 240509, + "n_pred": 327890, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8235792868691318, + "FN": 13497, + "FP": 28950, + "IoU": 0.700072072581329, + "TN": 96996356, + "TP": 99077, + "n_pred": 128027, + "n_ref": 112574 + }, + "11": { + "Dice": 0.23363095238095238, + "FN": 3090, + "FP": 0, + "IoU": 0.13226621735467564, + "TN": 97134319, + "TP": 471, + "n_pred": 471, + "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": 0.6023616473009071, + "FN": 17989, + "FP": 24138, + "IoU": 0.43098534476936584, + "TN": 97063845, + "TP": 31908, + "n_pred": 56046, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7277027124461044, + "FN": 113073, + "FP": 225, + "IoU": 0.5719596509123881, + "TN": 96873190, + "TP": 151392, + "n_pred": 151617, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 0, + "IoU": 0.0, + "TN": 97115508, + "TP": 0, + "n_pred": 0, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5617604318040273, + "FN": 82530, + "FP": 4021, + "IoU": 0.39058891454965355, + "TN": 96995856, + "TP": 55473, + "n_pred": 59494, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7533390318131504, + "FN": 9077, + "FP": 88748, + "IoU": 0.6042854080117794, + "TN": 96890669, + "TP": 149386, + "n_pred": 238134, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7282998071093966, + "FN": 3709, + "FP": 14039, + "IoU": 0.5726977248104008, + "TN": 97096345, + "TP": 23787, + "n_pred": 37826, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7382100531262771, + "FN": 5601, + "FP": 805, + "IoU": 0.5850498769270631, + "TN": 97122442, + "TP": 9032, + "n_pred": 9837, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9368872344496723, + "FN": 82864, + "FP": 108111, + "IoU": 0.881267975335322, + "TN": 95529426, + "TP": 1417479, + "n_pred": 1525590, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8096115001561136, + "FN": 63663, + "FP": 25974, + "IoU": 0.6801237581363481, + "TN": 96857656, + "TP": 190587, + "n_pred": 216561, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8811238170777409, + "FN": 6968, + "FP": 25705, + "IoU": 0.7875078856146878, + "TN": 96984119, + "TP": 121088, + "n_pred": 146793, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7748360936306906, + "FN": 9725, + "FP": 24481, + "IoU": 0.632434639644964, + "TN": 97044819, + "TP": 58855, + "n_pred": 83336, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9215660034684765, + "FN": 4791, + "FP": 23928, + "IoU": 0.8545409421739593, + "TN": 130569355, + "TP": 168718, + "n_pred": 192646, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7440300916319177, + "FN": 20775, + "FP": 18082, + "IoU": 0.5923948389803839, + "TN": 130671462, + "TP": 56473, + "n_pred": 74555, + "n_ref": 77248 + }, + "11": { + "Dice": 0.01324828263002944, + "FN": 4022, + "FP": 0, + "IoU": 0.006668313163744134, + "TN": 130762743, + "TP": 27, + "n_pred": 27, + "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": 0.37226071858722687, + "FN": 37568, + "FP": 42696, + "IoU": 0.22869800024984865, + "TN": 130662729, + "TP": 23799, + "n_pred": 66495, + "n_ref": 61367 + }, + "14": { + "Dice": 0.867037532568129, + "FN": 36299, + "FP": 1465, + "IoU": 0.7652835442408572, + "TN": 130605900, + "TP": 123128, + "n_pred": 124593, + "n_ref": 159427 + }, + "15": { + "Dice": 0.26958305643040825, + "FN": 24125, + "FP": 1154, + "IoU": 0.15579080951108737, + "TN": 130736848, + "TP": 4665, + "n_pred": 5819, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7487642333833524, + "FN": 30607, + "FP": 60473, + "IoU": 0.5984197809562442, + "TN": 130539988, + "TP": 135724, + "n_pred": 196197, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6809785904949711, + "FN": 61071, + "FP": 37290, + "IoU": 0.5162756158374356, + "TN": 130563451, + "TP": 104980, + "n_pred": 142270, + "n_ref": 166051 + }, + "4": { + "Dice": 0.550321643494501, + "FN": 15350, + "FP": 8487, + "IoU": 0.3796163756083596, + "TN": 130728369, + "TP": 14586, + "n_pred": 23073, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5423295944779982, + "FN": 15595, + "FP": 10927, + "IoU": 0.3720522776778104, + "TN": 130724556, + "TP": 15714, + "n_pred": 26641, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9392038222037165, + "FN": 53646, + "FP": 112515, + "IoU": 0.8853763256904214, + "TN": 129317170, + "TP": 1283461, + "n_pred": 1395976, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7757766905020832, + "FN": 52491, + "FP": 174723, + "IoU": 0.6336888739851292, + "TN": 130146516, + "TP": 393062, + "n_pred": 567785, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8568639236900931, + "FN": 12111, + "FP": 60757, + "IoU": 0.749572987370049, + "TN": 130475817, + "TP": 218107, + "n_pred": 278864, + "n_ref": 230218 + }, + "9": { + "Dice": 0.5617717267515555, + "FN": 58374, + "FP": 9735, + "IoU": 0.39059983536738124, + "TN": 130655028, + "TP": 43655, + "n_pred": 53390, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7322955518752887, + "FN": 19331, + "FP": 113380, + "IoU": 0.5776547940322827, + "TN": 71921784, + "TP": 181513, + "n_pred": 294893, + "n_ref": 200844 + }, + "10": { + "Dice": 0.30186707397954055, + "FN": 47643, + "FP": 21831, + "IoU": 0.1777641015930125, + "TN": 72151514, + "TP": 15020, + "n_pred": 36851, + "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": 0.3320629716323444, + "FN": 50790, + "FP": 28253, + "IoU": 0.1990860362140418, + "TN": 72137317, + "TP": 19648, + "n_pred": 47901, + "n_ref": 70438 + }, + "14": { + "Dice": 0.06785631552046831, + "FN": 55391, + "FP": 451615, + "IoU": 0.035119704639744224, + "TN": 71710548, + "TP": 18454, + "n_pred": 470069, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 67539, + "IoU": 0.0, + "TN": 72140153, + "TP": 0, + "n_pred": 67539, + "n_ref": 28316 + }, + "2": { + "Dice": 0.46082350768277497, + "FN": 88622, + "FP": 1875, + "IoU": 0.2993961446156228, + "TN": 72106838, + "TP": 38673, + "n_pred": 40548, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7409186500573018, + "FN": 9529, + "FP": 101470, + "IoU": 0.5884597131797891, + "TN": 71966292, + "TP": 158717, + "n_pred": 260187, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5680, + "IoU": 0.0, + "TN": 72230328, + "TP": 0, + "n_pred": 5680, + "n_ref": 0 + }, + "5": { + "Dice": 0.794448533277258, + "FN": 671, + "FP": 3239, + "IoU": 0.6589918018489447, + "TN": 72224542, + "TP": 7556, + "n_pred": 10795, + "n_ref": 8227 + }, + "6": { + "Dice": 0.689735678093904, + "FN": 528007, + "FP": 357071, + "IoU": 0.5264095698572612, + "TN": 70367140, + "TP": 983790, + "n_pred": 1340861, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.40924137071811695, + "FN": 148744, + "FP": 401296, + "IoU": 0.25726176378050575, + "TN": 71495451, + "TP": 190517, + "n_pred": 591813, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8968621759214918, + "FN": 6713, + "FP": 7286, + "IoU": 0.8130100848193414, + "TN": 72161143, + "TP": 60866, + "n_pred": 68152, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4881863481391412, + "FN": 29144, + "FP": 13790, + "IoU": 0.32291436681911373, + "TN": 72172598, + "TP": 20476, + "n_pred": 34266, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45159947840079906, + "FN": 56438, + "FP": 22626, + "IoU": 0.2916554677560967, + "TN": 52441502, + "TP": 32554, + "n_pred": 55180, + "n_ref": 88992 + }, + "10": { + "Dice": 0.00025062133205237987, + "FN": 47178, + "FP": 691, + "IoU": 0.00012532637075718015, + "TN": 52505245, + "TP": 6, + "n_pred": 697, + "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": 0.14768188644279004, + "FN": 19304, + "FP": 7371, + "IoU": 0.07972814462154143, + "TN": 52524134, + "TP": 2311, + "n_pred": 9682, + "n_ref": 21615 + }, + "14": { + "Dice": 0.020879043102838134, + "FN": 55247, + "FP": 89, + "IoU": 0.010549654901119336, + "TN": 52497194, + "TP": 590, + "n_pred": 679, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 1835, + "IoU": 0.0, + "TN": 52526016, + "TP": 0, + "n_pred": 1835, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5422752530647017, + "FN": 29729, + "FP": 148114, + "IoU": 0.37200112998340334, + "TN": 52269930, + "TP": 105347, + "n_pred": 253461, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 1626, + "IoU": 0.0, + "TN": 52408401, + "TP": 0, + "n_pred": 1626, + "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": 0.6169097321513678, + "FN": 3046, + "FP": 973, + "IoU": 0.4460372157133012, + "TN": 52545865, + "TP": 3236, + "n_pred": 4209, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8770602130071622, + "FN": 78858, + "FP": 115692, + "IoU": 0.7810393960266332, + "TN": 51664604, + "TP": 693966, + "n_pred": 809658, + "n_ref": 772824 + }, + "7": { + "Dice": 0.24516501187263684, + "FN": 162038, + "FP": 29013, + "IoU": 0.13970829937364068, + "TN": 52331043, + "TP": 31026, + "n_pred": 60039, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6505727113554332, + "FN": 26277, + "FP": 9446, + "IoU": 0.4821102380469135, + "TN": 52484142, + "TP": 33255, + "n_pred": 42701, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4813130875365425, + "FN": 47549, + "FP": 18276, + "IoU": 0.31692713197600814, + "TN": 52456754, + "TP": 30541, + "n_pred": 48817, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8066043536190707, + "FN": 13943, + "FP": 119740, + "IoU": 0.6758901426070766, + "TN": 143724788, + "TP": 278779, + "n_pred": 398519, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7232116556771577, + "FN": 34444, + "FP": 14418, + "IoU": 0.566430339760597, + "TN": 144024553, + "TP": 63835, + "n_pred": 78253, + "n_ref": 98279 + }, + "11": { + "Dice": 0.00030211480362537764, + "FN": 6618, + "FP": 0, + "IoU": 0.00015108022359873092, + "TN": 144130631, + "TP": 1, + "n_pred": 1, + "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": 0.767653962444303, + "FN": 27118, + "FP": 19604, + "IoU": 0.6229207860861143, + "TN": 144013345, + "TP": 77183, + "n_pred": 96787, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8629866420750549, + "FN": 96597, + "FP": 2948, + "IoU": 0.7589942862676738, + "TN": 143724210, + "TP": 313495, + "n_pred": 316443, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0447421208309251, + "FN": 22008, + "FP": 6089, + "IoU": 0.022882976873587202, + "TN": 144108495, + "TP": 658, + "n_pred": 6747, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7839142603101857, + "FN": 6671, + "FP": 65751, + "IoU": 0.6446208805228963, + "TN": 143933462, + "TP": 131366, + "n_pred": 197117, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7466631488509596, + "FN": 63826, + "FP": 11070, + "IoU": 0.5957402019787658, + "TN": 143951983, + "TP": 110371, + "n_pred": 121441, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8993442957439507, + "FN": 2685, + "FP": 8168, + "IoU": 0.8170986551619536, + "TN": 144077912, + "TP": 48485, + "n_pred": 56653, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5828241975733586, + "FN": 18586, + "FP": 806, + "IoU": 0.4112575141174328, + "TN": 144104312, + "TP": 13546, + "n_pred": 14352, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9475482344615489, + "FN": 99982, + "FP": 39359, + "IoU": 0.9003246186553434, + "TN": 142739302, + "TP": 1258607, + "n_pred": 1297966, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8060774978581267, + "FN": 63242, + "FP": 26165, + "IoU": 0.6751506035040294, + "TN": 143862024, + "TP": 185819, + "n_pred": 211984, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8426103760260494, + "FN": 15241, + "FP": 64658, + "IoU": 0.7280265509318355, + "TN": 143843475, + "TP": 213876, + "n_pred": 278534, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7316844778949586, + "FN": 31950, + "FP": 13896, + "IoU": 0.5768946804976189, + "TN": 144028894, + "TP": 62510, + "n_pred": 76406, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8918291773347232, + "FN": 9545, + "FP": 40055, + "IoU": 0.8047759055682162, + "TN": 111524853, + "TP": 204467, + "n_pred": 244522, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5085169671583804, + "FN": 25060, + "FP": 15421, + "IoU": 0.3409472021881054, + "TN": 111717497, + "TP": 20942, + "n_pred": 36363, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.45287175112570055, + "FN": 31973, + "FP": 18696, + "IoU": 0.292717653791929, + "TN": 111707281, + "TP": 20970, + "n_pred": 39666, + "n_ref": 52943 + }, + "14": { + "Dice": 0.833771011086701, + "FN": 10379, + "FP": 22157, + "IoU": 0.7149290739750992, + "TN": 111664787, + "TP": 81597, + "n_pred": 103754, + "n_ref": 91976 + }, + "15": { + "Dice": 0.0012590494176896443, + "FN": 10722, + "FP": 5143, + "IoU": 0.0006299212598425197, + "TN": 111763045, + "TP": 10, + "n_pred": 5153, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9502745029630814, + "FN": 10198, + "FP": 10326, + "IoU": 0.9052599995383941, + "TN": 111562285, + "TP": 196111, + "n_pred": 206437, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8910766464374017, + "FN": 3973, + "FP": 10565, + "IoU": 0.8035511593967893, + "TN": 111704916, + "TP": 59466, + "n_pred": 70031, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8177002813189042, + "FN": 2547, + "FP": 4646, + "IoU": 0.6916184351554127, + "TN": 111755595, + "TP": 16132, + "n_pred": 20778, + "n_ref": 18679 + }, + "5": { + "Dice": 0.3667296786389414, + "FN": 20014, + "FP": 2096, + "IoU": 0.22453703703703703, + "TN": 111750408, + "TP": 6402, + "n_pred": 8498, + "n_ref": 26416 + }, + "6": { + "Dice": 0.94836111786188, + "FN": 75785, + "FP": 50429, + "IoU": 0.9017935091309456, + "TN": 110493730, + "TP": 1158976, + "n_pred": 1209405, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5442584241391991, + "FN": 97791, + "FP": 137677, + "IoU": 0.37387022062440667, + "TN": 111402851, + "TP": 140601, + "n_pred": 278278, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7586514979068228, + "FN": 46281, + "FP": 100672, + "IoU": 0.6111510962695611, + "TN": 111401002, + "TP": 230965, + "n_pred": 331637, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7357297077306183, + "FN": 27010, + "FP": 11301, + "IoU": 0.5819402007856831, + "TN": 111687280, + "TP": 53329, + "n_pred": 64630, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8526816110189894, + "FN": 34534, + "FP": 10687, + "IoU": 0.74319527971333, + "TN": 198911784, + "TP": 130870, + "n_pred": 141557, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6729208653623214, + "FN": 25397, + "FP": 11281, + "IoU": 0.5070691323513601, + "TN": 199013467, + "TP": 37730, + "n_pred": 49011, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.022055965798678585, + "FN": 35140, + "FP": 5120, + "IoU": 0.011150955445301371, + "TN": 199047161, + "TP": 454, + "n_pred": 5574, + "n_ref": 35594 + }, + "14": { + "Dice": 0.28145023666162217, + "FN": 38207, + "FP": 6425, + "IoU": 0.1637719446161917, + "TN": 199034502, + "TP": 8741, + "n_pred": 15166, + "n_ref": 46948 + }, + "15": { + "Dice": 0.3991844420185638, + "FN": 104010, + "FP": 11, + "IoU": 0.2493631699344047, + "TN": 198949298, + "TP": 34556, + "n_pred": 34567, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6189337452469088, + "FN": 6767, + "FP": 144458, + "IoU": 0.44815644659825715, + "TN": 198813839, + "TP": 122811, + "n_pred": 267269, + "n_ref": 129578 + }, + "3": { + "Dice": 0.016187333019016186, + "FN": 137698, + "FP": 22, + "IoU": 0.008159708468668304, + "TN": 198949022, + "TP": 1133, + "n_pred": 1155, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7610004151100042, + "FN": 2454, + "FP": 6758, + "IoU": 0.6142055448530027, + "TN": 199063997, + "TP": 14666, + "n_pred": 21424, + "n_ref": 17120 + }, + "5": { + "Dice": 0.4286913596829981, + "FN": 13685, + "FP": 3328, + "IoU": 0.2728244144298171, + "TN": 199064479, + "TP": 6383, + "n_pred": 9711, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9507102893515013, + "FN": 56448, + "FP": 57462, + "IoU": 0.906051283743103, + "TN": 197875405, + "TP": 1098560, + "n_pred": 1156022, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.674035942778086, + "FN": 60198, + "FP": 32632, + "IoU": 0.5083365111647812, + "TN": 198899067, + "TP": 95978, + "n_pred": 128610, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8418542199974896, + "FN": 7692, + "FP": 33885, + "IoU": 0.7268983184445612, + "TN": 198935635, + "TP": 110663, + "n_pred": 144548, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8138038183299258, + "FN": 27972, + "FP": 6543, + "IoU": 0.686061741645595, + "TN": 198977933, + "TP": 75427, + "n_pred": 81970, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6857938218390804, + "FN": 16361, + "FP": 137595, + "IoU": 0.5218312265117868, + "TN": 130753222, + "TP": 168014, + "n_pred": 305609, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7232875178456457, + "FN": 18126, + "FP": 31299, + "IoU": 0.5665234169443957, + "TN": 130961172, + "TP": 64595, + "n_pred": 95894, + "n_ref": 82721 + }, + "11": { + "Dice": 0.3142093358009459, + "FN": 3307, + "FP": 28, + "IoU": 0.18638692363991216, + "TN": 131071093, + "TP": 764, + "n_pred": 792, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.28119465407239336, + "FN": 70391, + "FP": 30668, + "IoU": 0.16359889427772167, + "TN": 130954366, + "TP": 19767, + "n_pred": 50435, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0, + "FN": 56613, + "FP": 6505, + "IoU": 0.0, + "TN": 131012074, + "TP": 0, + "n_pred": 6505, + "n_ref": 56613 + }, + "15": { + "Dice": 0.0, + "FN": 27579, + "FP": 0, + "IoU": 0.0, + "TN": 131047613, + "TP": 0, + "n_pred": 0, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5554682858954066, + "FN": 90595, + "FP": 20902, + "IoU": 0.38453173472880026, + "TN": 130894034, + "TP": 69661, + "n_pred": 90563, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6960810035254571, + "FN": 20268, + "FP": 128008, + "IoU": 0.5338376121580242, + "TN": 130757114, + "TP": 169802, + "n_pred": 297810, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8184769395781194, + "FN": 15848, + "FP": 9538, + "IoU": 0.6927303977341499, + "TN": 130992574, + "TP": 57232, + "n_pred": 66770, + "n_ref": 73080 + }, + "5": { + "Dice": 0.3863829027796368, + "FN": 10369, + "FP": 3384, + "IoU": 0.23945141845932644, + "TN": 131057109, + "TP": 4330, + "n_pred": 7714, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8938037313628502, + "FN": 87336, + "FP": 240739, + "IoU": 0.807997420262527, + "TN": 129366491, + "TP": 1380626, + "n_pred": 1621365, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5938004970465992, + "FN": 276490, + "FP": 408509, + "IoU": 0.4222732946494838, + "TN": 129889512, + "TP": 500681, + "n_pred": 909190, + "n_ref": 777171 + }, + "8": { + "Dice": 0.806010991266276, + "FN": 22149, + "FP": 28893, + "IoU": 0.675057295645531, + "TN": 130918112, + "TP": 106038, + "n_pred": 134931, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6603679184401534, + "FN": 20007, + "FP": 26832, + "IoU": 0.4929472259810555, + "TN": 130982817, + "TP": 45536, + "n_pred": 72368, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8602557076500882, + "FN": 5981, + "FP": 62102, + "IoU": 0.7547795706670508, + "TN": 101339560, + "TP": 209557, + "n_pred": 271659, + "n_ref": 215538 + }, + "10": { + "Dice": 0.605253869812938, + "FN": 21815, + "FP": 9501, + "IoU": 0.4339527149157689, + "TN": 101561876, + "TP": 24008, + "n_pred": 33509, + "n_ref": 45823 + }, + "11": { + "Dice": 0.06137607505863956, + "FN": 4802, + "FP": 0, + "IoU": 0.03165960879209518, + "TN": 101612241, + "TP": 157, + "n_pred": 157, + "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": 0.7424691912015223, + "FN": 15410, + "FP": 15581, + "IoU": 0.5904182911517875, + "TN": 101541535, + "TP": 44674, + "n_pred": 60255, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8297730364926815, + "FN": 13895, + "FP": 5748, + "IoU": 0.7090701738795581, + "TN": 101549682, + "TP": 47875, + "n_pred": 53623, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7124537497956819, + "FN": 9293, + "FP": 10058, + "IoU": 0.5533422583325639, + "TN": 101573876, + "TP": 23973, + "n_pred": 34031, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7208736528066757, + "FN": 8638, + "FP": 118137, + "IoU": 0.5635671991187001, + "TN": 101326720, + "TP": 163705, + "n_pred": 281842, + "n_ref": 172343 + }, + "3": { + "Dice": 0.4990432228283676, + "FN": 113513, + "FP": 5865, + "IoU": 0.33248340686315625, + "TN": 101438361, + "TP": 59461, + "n_pred": 65326, + "n_ref": 172974 + }, + "4": { + "Dice": 0.18658012789920778, + "FN": 6439, + "FP": 78783, + "IoU": 0.10288854267548107, + "TN": 101522204, + "TP": 9774, + "n_pred": 88557, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5902702702702702, + "FN": 16721, + "FP": 2229, + "IoU": 0.4187116564417178, + "TN": 101584600, + "TP": 13650, + "n_pred": 15879, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9258085300066848, + "FN": 193777, + "FP": 20978, + "IoU": 0.8618654642756065, + "TN": 100062520, + "TP": 1339925, + "n_pred": 1360903, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8206779870741759, + "FN": 82947, + "FP": 67771, + "IoU": 0.6958896536138804, + "TN": 101121597, + "TP": 344885, + "n_pred": 412656, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7944352396731988, + "FN": 37274, + "FP": 63470, + "IoU": 0.6589735083645325, + "TN": 101321786, + "TP": 194670, + "n_pred": 258140, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7558886070410306, + "FN": 25721, + "FP": 9982, + "IoU": 0.6075730929874698, + "TN": 101526220, + "TP": 55277, + "n_pred": 65259, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8657523035145973, + "FN": 16951, + "FP": 43412, + "IoU": 0.7632832812420344, + "TN": 118927211, + "TP": 194638, + "n_pred": 238050, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7834983623797125, + "FN": 18910, + "FP": 15265, + "IoU": 0.6440586170622729, + "TN": 119086199, + "TP": 61838, + "n_pred": 77103, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.34564158463058214, + "FN": 22928, + "FP": 15492, + "IoU": 0.2089278728354644, + "TN": 119133645, + "TP": 10147, + "n_pred": 25639, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 1458, + "IoU": 0.0, + "TN": 119114887, + "TP": 0, + "n_pred": 1458, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 0, + "IoU": 0.0, + "TN": 119161492, + "TP": 0, + "n_pred": 0, + "n_ref": 20720 + }, + "2": { + "Dice": 0.721794500723589, + "FN": 18920, + "FP": 115648, + "IoU": 0.564693628005978, + "TN": 118873078, + "TP": 174566, + "n_pred": 290214, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6303224218557716, + "FN": 99682, + "FP": 14470, + "IoU": 0.4601976639712489, + "TN": 118970742, + "TP": 97318, + "n_pred": 111788, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7486575484717232, + "FN": 15941, + "FP": 2454, + "IoU": 0.5982835054923457, + "TN": 119136421, + "TP": 27396, + "n_pred": 29850, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7932828911662356, + "FN": 5298, + "FP": 1177, + "IoU": 0.6573892798560771, + "TN": 119163313, + "TP": 12424, + "n_pred": 13601, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9208061886878635, + "FN": 158417, + "FP": 113443, + "IoU": 0.8532352382268596, + "TN": 117329860, + "TP": 1580492, + "n_pred": 1693935, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7238602847710258, + "FN": 94045, + "FP": 61280, + "IoU": 0.567226516135144, + "TN": 118823306, + "TP": 203581, + "n_pred": 264861, + "n_ref": 297626 + }, + "8": { + "Dice": 0.800333053747773, + "FN": 16802, + "FP": 15811, + "IoU": 0.6671293697371778, + "TN": 119084237, + "TP": 65362, + "n_pred": 81173, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7786568304692303, + "FN": 17758, + "FP": 20767, + "IoU": 0.6375413969592052, + "TN": 119075924, + "TP": 67763, + "n_pred": 88530, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 62771, + "IoU": 0.0, + "TN": 61269709, + "TP": 0, + "n_pred": 62771, + "n_ref": 0 + }, + "10": { + "Dice": 0.49074585635359114, + "FN": 16663, + "FP": 20207, + "IoU": 0.32515786583691775, + "TN": 61277845, + "TP": 17765, + "n_pred": 37972, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.21692755559797652, + "FN": 43605, + "FP": 22029, + "IoU": 0.12165941786550685, + "TN": 61257755, + "TP": 9091, + "n_pred": 31120, + "n_ref": 52696 + }, + "14": { + "Dice": 0.916422640600417, + "FN": 27099, + "FP": 17311, + "IoU": 0.8457380847346354, + "TN": 61044593, + "TP": 243477, + "n_pred": 260788, + "n_ref": 270576 + }, + "15": { + "Dice": 0.41026289580599773, + "FN": 72276, + "FP": 2334, + "IoU": 0.25806964857500847, + "TN": 61231918, + "TP": 25952, + "n_pred": 28286, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5690589761247882, + "FN": 93597, + "FP": 8402, + "IoU": 0.397681642101285, + "TN": 61163136, + "TP": 67345, + "n_pred": 75747, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7040267107724174, + "FN": 14781, + "FP": 80956, + "IoU": 0.5432416830072375, + "TN": 61122879, + "TP": 113864, + "n_pred": 194820, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8517822829630589, + "FN": 2737, + "FP": 10993, + "IoU": 0.7418299424617352, + "TN": 61279298, + "TP": 39452, + "n_pred": 50445, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6500843170320405, + "FN": 3946, + "FP": 1034, + "IoU": 0.4815740162398501, + "TN": 61322874, + "TP": 4626, + "n_pred": 5660, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8949120319123034, + "FN": 55660, + "FP": 214526, + "IoU": 0.8098106736795869, + "TN": 59911864, + "TP": 1150430, + "n_pred": 1364956, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.40508695702820136, + "FN": 134676, + "FP": 69610, + "IoU": 0.25398686079675137, + "TN": 61058643, + "TP": 69551, + "n_pred": 139161, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7056770382745144, + "FN": 34903, + "FP": 4561, + "IoU": 0.5452093945190956, + "TN": 61245706, + "TP": 47310, + "n_pred": 51871, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6834426427393071, + "FN": 20910, + "FP": 18427, + "IoU": 0.5191134582706813, + "TN": 61250679, + "TP": 42464, + "n_pred": 60891, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.931675365083943, + "FN": 9174, + "FP": 15464, + "IoU": 0.8720901256359672, + "TN": 148914880, + "TP": 167982, + "n_pred": 183446, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5308419271415344, + "FN": 39549, + "FP": 19229, + "IoU": 0.36132390172876533, + "TN": 149015469, + "TP": 33253, + "n_pred": 52482, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.407280404687345, + "FN": 55624, + "FP": 28036, + "IoU": 0.25571381546755867, + "TN": 148995097, + "TP": 28743, + "n_pred": 56779, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8341970752902123, + "FN": 10893, + "FP": 21772, + "IoU": 0.7155558264685905, + "TN": 148992662, + "TP": 82173, + "n_pred": 103945, + "n_ref": 93066 + }, + "15": { + "Dice": 0.697443110463656, + "FN": 10275, + "FP": 13817, + "IoU": 0.5354415734670266, + "TN": 149055640, + "TP": 27768, + "n_pred": 41585, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8390123376163965, + "FN": 2838, + "FP": 56324, + "IoU": 0.7226711917797944, + "TN": 148894172, + "TP": 154166, + "n_pred": 210490, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5752301060235349, + "FN": 35400, + "FP": 1058, + "IoU": 0.4037354441973047, + "TN": 149046356, + "TP": 24686, + "n_pred": 25744, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8871235701873317, + "FN": 2605, + "FP": 3306, + "IoU": 0.7971447201345276, + "TN": 149078361, + "TP": 23228, + "n_pred": 26534, + "n_ref": 25833 + }, + "5": { + "Dice": 0.046959488766156784, + "FN": 32904, + "FP": 55, + "IoU": 0.02404429836250037, + "TN": 149073729, + "TP": 812, + "n_pred": 867, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9483574816404232, + "FN": 55918, + "FP": 58452, + "IoU": 0.9017869333770714, + "TN": 147942991, + "TP": 1050139, + "n_pred": 1108591, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.717648240025612, + "FN": 85718, + "FP": 63329, + "IoU": 0.5596344641348217, + "TN": 148769038, + "TP": 189415, + "n_pred": 252744, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8324147678859629, + "FN": 21469, + "FP": 62120, + "IoU": 0.7129370473269755, + "TN": 148816313, + "TP": 207598, + "n_pred": 269718, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7040475845060206, + "FN": 34104, + "FP": 10776, + "IoU": 0.543266539796261, + "TN": 149009237, + "TP": 53383, + "n_pred": 64159, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6273331236681148, + "FN": 274741, + "FP": 10834, + "IoU": 0.45701774733903994, + "TN": 100186862, + "TP": 240363, + "n_pred": 251197, + "n_ref": 515104 + }, + "10": { + "Dice": 0.326135019180898, + "FN": 24826, + "FP": 31561, + "IoU": 0.1948395019419694, + "TN": 100642768, + "TP": 13645, + "n_pred": 45206, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0034465458194271755, + "FN": 39076, + "FP": 6609, + "IoU": 0.001726247705620138, + "TN": 100667036, + "TP": 79, + "n_pred": 6688, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5008333669911278, + "FN": 60894, + "FP": 124489, + "IoU": 0.3340745157767688, + "TN": 100434416, + "TP": 93001, + "n_pred": 217490, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8796174486834137, + "FN": 11018, + "FP": 12042, + "IoU": 0.7851045588399747, + "TN": 100605492, + "TP": 84248, + "n_pred": 96290, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4959907043241492, + "FN": 140528, + "FP": 47723, + "IoU": 0.3297790151631129, + "TN": 100431921, + "TP": 92628, + "n_pred": 140351, + "n_ref": 233156 + }, + "3": { + "Dice": 0.665833402522681, + "FN": 75585, + "FP": 73332, + "IoU": 0.4990631633123316, + "TN": 100415523, + "TP": 148360, + "n_pred": 221692, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7628416599795921, + "FN": 19151, + "FP": 4788, + "IoU": 0.6166079436258809, + "TN": 100650360, + "TP": 38501, + "n_pred": 43289, + "n_ref": 57652 + }, + "5": { + "Dice": 0.17922032104427588, + "FN": 14441, + "FP": 4171, + "IoU": 0.09843053671769036, + "TN": 100692156, + "TP": 2032, + "n_pred": 6203, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6841069632485263, + "FN": 808573, + "FP": 363846, + "IoU": 0.5198803733602628, + "TN": 98270869, + "TP": 1269512, + "n_pred": 1633358, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.41450545719353266, + "FN": 79518, + "FP": 182588, + "IoU": 0.2614360667932801, + "TN": 100357914, + "TP": 92780, + "n_pred": 275368, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7587392662749799, + "FN": 28774, + "FP": 20338, + "IoU": 0.611265019234118, + "TN": 100586462, + "TP": 77226, + "n_pred": 97564, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6370217831976576, + "FN": 42461, + "FP": 25225, + "IoU": 0.4673748819641171, + "TN": 100585720, + "TP": 59394, + "n_pred": 84619, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8939432629287808, + "FN": 4317, + "FP": 13127, + "IoU": 0.8082255032376513, + "TN": 78859739, + "TP": 73517, + "n_pred": 86644, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5392591066707866, + "FN": 23237, + "FP": 3603, + "IoU": 0.3691682139751334, + "TN": 78908153, + "TP": 15707, + "n_pred": 19310, + "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": 0.2094024787094094, + "FN": 51844, + "FP": 5249, + "IoU": 0.11694558727998268, + "TN": 78886046, + "TP": 7561, + "n_pred": 12810, + "n_ref": 59405 + }, + "14": { + "Dice": 0.013303322471192931, + "FN": 27071, + "FP": 2300, + "IoU": 0.006696202103554399, + "TN": 78921131, + "TP": 198, + "n_pred": 2498, + "n_ref": 27269 + }, + "15": { + "Dice": 0.724162708075526, + "FN": 22837, + "FP": 4803, + "IoU": 0.5675980100747786, + "TN": 78886778, + "TP": 36282, + "n_pred": 41085, + "n_ref": 59119 + }, + "2": { + "Dice": 0.808256608565763, + "FN": 22473, + "FP": 14368, + "IoU": 0.6782136275100664, + "TN": 78836211, + "TP": 77648, + "n_pred": 92016, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8583432698850689, + "FN": 15931, + "FP": 6760, + "IoU": 0.7518400647440314, + "TN": 78859263, + "TP": 68746, + "n_pred": 75506, + "n_ref": 84677 + }, + "4": { + "Dice": 0.822725201276014, + "FN": 880, + "FP": 6122, + "IoU": 0.6988387096774193, + "TN": 78927450, + "TP": 16248, + "n_pred": 22370, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0940229072013494, + "FN": 33070, + "FP": 231, + "IoU": 0.04933055468326244, + "TN": 78915671, + "TP": 1728, + "n_pred": 1959, + "n_ref": 34798 + }, + "6": { + "Dice": 0.923538760879817, + "FN": 61799, + "FP": 45050, + "IoU": 0.8579396334183355, + "TN": 78198562, + "TP": 645289, + "n_pred": 690339, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5824099630055425, + "FN": 395623, + "FP": 71132, + "IoU": 0.41084512997873135, + "TN": 78158455, + "TP": 325490, + "n_pred": 396622, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8302038576426348, + "FN": 64850, + "FP": 44062, + "IoU": 0.7096996028467095, + "TN": 78575530, + "TP": 266258, + "n_pred": 310320, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5656328907467592, + "FN": 33639, + "FP": 2314, + "IoU": 0.3943431825073279, + "TN": 78891338, + "TP": 23409, + "n_pred": 25723, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9104016016733136, + "FN": 5872, + "FP": 22143, + "IoU": 0.8355386746818203, + "TN": 104834096, + "TP": 142329, + "n_pred": 164472, + "n_ref": 148201 + }, + "10": { + "Dice": 0.682119160869186, + "FN": 36396, + "FP": 10987, + "IoU": 0.5175878885370746, + "TN": 104906219, + "TP": 50838, + "n_pred": 61825, + "n_ref": 87234 + }, + "11": { + "Dice": 0.08277999114652501, + "FN": 4144, + "FP": 0, + "IoU": 0.043177095359039484, + "TN": 105000109, + "TP": 187, + "n_pred": 187, + "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": 0.5953100297158371, + "FN": 41858, + "FP": 7033, + "IoU": 0.42380172302035335, + "TN": 104919589, + "TP": 35960, + "n_pred": 42993, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7166480710443482, + "FN": 30580, + "FP": 657, + "IoU": 0.558418976802047, + "TN": 104933701, + "TP": 39502, + "n_pred": 40159, + "n_ref": 70082 + }, + "15": { + "Dice": 0.015936821884671482, + "FN": 24136, + "FP": 3527, + "IoU": 0.008032416538171909, + "TN": 104976553, + "TP": 224, + "n_pred": 3751, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6589569499365814, + "FN": 16190, + "FP": 143795, + "IoU": 0.49137643262490266, + "TN": 104689895, + "TP": 154560, + "n_pred": 298355, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5618730802074969, + "FN": 87417, + "FP": 15708, + "IoU": 0.39069783930375596, + "TN": 104835189, + "TP": 66126, + "n_pred": 81834, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6543, + "IoU": 0.0, + "TN": 104997897, + "TP": 0, + "n_pred": 6543, + "n_ref": 0 + }, + "5": { + "Dice": 0.5188101132259243, + "FN": 17296, + "FP": 6418, + "IoU": 0.350265767987287, + "TN": 104967942, + "TP": 12784, + "n_pred": 19202, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9441615710463822, + "FN": 45314, + "FP": 95507, + "IoU": 0.8942292164740469, + "TN": 103673061, + "TP": 1190558, + "n_pred": 1286065, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6259400110099342, + "FN": 44185, + "FP": 178010, + "IoU": 0.4555405266330476, + "TN": 104596338, + "TP": 185907, + "n_pred": 363917, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9292945542494827, + "FN": 31132, + "FP": 19852, + "IoU": 0.8679273631583038, + "TN": 104618410, + "TP": 335046, + "n_pred": 354898, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8356025980274236, + "FN": 15398, + "FP": 15355, + "IoU": 0.7176266424262457, + "TN": 104895531, + "TP": 78156, + "n_pred": 93511, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608637818763651, + "FN": 17570, + "FP": 15059, + "IoU": 0.9246754805750048, + "TN": 177243109, + "TP": 400550, + "n_pred": 415609, + "n_ref": 418120 + }, + "10": { + "Dice": 0.1451145259495506, + "FN": 65955, + "FP": 4809, + "IoU": 0.0782336850332161, + "TN": 177599518, + "TP": 6006, + "n_pred": 10815, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5907431721786472, + "FN": 34115, + "FP": 25420, + "IoU": 0.4191877310907973, + "TN": 177573785, + "TP": 42968, + "n_pred": 68388, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8163234149096961, + "FN": 22775, + "FP": 1287, + "IoU": 0.6896507248619924, + "TN": 177598756, + "TP": 53470, + "n_pred": 54757, + "n_ref": 76245 + }, + "15": { + "Dice": 0.12100268624883573, + "FN": 18687, + "FP": 46430, + "IoU": 0.0643974769752439, + "TN": 177606689, + "TP": 4482, + "n_pred": 50912, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6699878644349438, + "FN": 9542, + "FP": 192236, + "IoU": 0.5037456775913547, + "TN": 177269686, + "TP": 204824, + "n_pred": 397060, + "n_ref": 214366 + }, + "3": { + "Dice": 0.14547412857105632, + "FN": 190297, + "FP": 6461, + "IoU": 0.07844276039080869, + "TN": 177462782, + "TP": 16748, + "n_pred": 23209, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5648986110438949, + "FN": 11088, + "FP": 24874, + "IoU": 0.39362975702699515, + "TN": 177616981, + "TP": 23345, + "n_pred": 48219, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6777380153582345, + "FN": 13000, + "FP": 4290, + "IoU": 0.5125595556933833, + "TN": 177640817, + "TP": 18181, + "n_pred": 22471, + "n_ref": 31181 + }, + "6": { + "Dice": 0.937175046818581, + "FN": 177163, + "FP": 41161, + "IoU": 0.8817774215907122, + "TN": 175829568, + "TP": 1628396, + "n_pred": 1669557, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6859969629354159, + "FN": 102558, + "FP": 140616, + "IoU": 0.5220664972494266, + "TN": 177167485, + "TP": 265629, + "n_pred": 406245, + "n_ref": 368187 + }, + "8": { + "Dice": 0.784121338825009, + "FN": 11161, + "FP": 92513, + "IoU": 0.6449009789079251, + "TN": 177384330, + "TP": 188284, + "n_pred": 280797, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7633712878561855, + "FN": 49510, + "FP": 3629, + "IoU": 0.6173003104002074, + "TN": 177537435, + "TP": 85714, + "n_pred": 89343, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423334968839541, + "FN": 13250, + "FP": 8023, + "IoU": 0.8909552246456672, + "TN": 193810450, + "TP": 173812, + "n_pred": 181835, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8439496403285509, + "FN": 12605, + "FP": 14924, + "IoU": 0.7300284397371776, + "TN": 193903565, + "TP": 74441, + "n_pred": 89365, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4995459611177612, + "FN": 42672, + "FP": 5826, + "IoU": 0.3329298653425581, + "TN": 193932832, + "TP": 24205, + "n_pred": 30031, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7824434578461682, + "FN": 8579, + "FP": 28859, + "IoU": 0.6426341863861551, + "TN": 193900774, + "TP": 67323, + "n_pred": 96182, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5939344233066486, + "FN": 4310, + "FP": 18465, + "IoU": 0.42240876467753796, + "TN": 193966104, + "TP": 16656, + "n_pred": 35121, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7475286996394095, + "FN": 3424, + "FP": 88087, + "IoU": 0.5968429770999093, + "TN": 193778549, + "TP": 135475, + "n_pred": 223562, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6016325046217257, + "FN": 75000, + "FP": 3868, + "IoU": 0.4302391943535395, + "TN": 193867112, + "TP": 59555, + "n_pred": 63423, + "n_ref": 134555 + }, + "4": { + "Dice": 0.863733113244429, + "FN": 1145, + "FP": 5129, + "IoU": 0.760149858551877, + "TN": 193979377, + "TP": 19884, + "n_pred": 25013, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3171106286077424, + "FN": 21282, + "FP": 4508, + "IoU": 0.18843224872553338, + "TN": 193973757, + "TP": 5988, + "n_pred": 10496, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9306249499538614, + "FN": 54465, + "FP": 143938, + "IoU": 0.8702512274937677, + "TN": 192476403, + "TP": 1330729, + "n_pred": 1474667, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7867937489266701, + "FN": 83734, + "FP": 45382, + "IoU": 0.6485243116993418, + "TN": 193638181, + "TP": 238238, + "n_pred": 283620, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9158744194123365, + "FN": 11975, + "FP": 30172, + "IoU": 0.844804730938897, + "TN": 193733961, + "TP": 229427, + "n_pred": 259599, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6854342216219986, + "FN": 44364, + "FP": 5249, + "IoU": 0.5214149287133679, + "TN": 193901869, + "TP": 54053, + "n_pred": 59302, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.677960232384851, + "FN": 4817, + "FP": 99340, + "IoU": 0.5128137965228048, + "TN": 99442007, + "TP": 109636, + "n_pred": 208976, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5603546218174368, + "FN": 41599, + "FP": 5611, + "IoU": 0.38923100807286276, + "TN": 99578504, + "TP": 30086, + "n_pred": 35697, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3982472402460605, + "FN": 31253, + "FP": 11593, + "IoU": 0.24863215488215487, + "TN": 99598776, + "TP": 14178, + "n_pred": 25771, + "n_ref": 45431 + }, + "14": { + "Dice": 0.18483563274269527, + "FN": 48627, + "FP": 0, + "IoU": 0.10182859253786479, + "TN": 99601660, + "TP": 5513, + "n_pred": 5513, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 0, + "IoU": 0.0, + "TN": 99617853, + "TP": 0, + "n_pred": 0, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8772773312351384, + "FN": 13848, + "FP": 14383, + "IoU": 0.7813838231308321, + "TN": 99526665, + "TP": 100904, + "n_pred": 115287, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9058152009237497, + "FN": 13199, + "FP": 9803, + "IoU": 0.82784480435889, + "TN": 99522188, + "TP": 110610, + "n_pred": 120413, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5794182005406101, + "FN": 9903, + "FP": 3167, + "IoU": 0.40787387305758166, + "TN": 99633727, + "TP": 9003, + "n_pred": 12170, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7083581201665675, + "FN": 2203, + "FP": 1719, + "IoU": 0.5484168105929764, + "TN": 99647115, + "TP": 4763, + "n_pred": 6482, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9175784698287442, + "FN": 158751, + "FP": 55995, + "IoU": 0.8477089971441802, + "TN": 98245697, + "TP": 1195357, + "n_pred": 1251352, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6030871353816742, + "FN": 24696, + "FP": 162579, + "IoU": 0.43172852842646986, + "TN": 99326248, + "TP": 142277, + "n_pred": 304856, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7602366558239771, + "FN": 6734, + "FP": 52676, + "IoU": 0.6132111095196552, + "TN": 99502202, + "TP": 94188, + "n_pred": 146864, + "n_ref": 100922 + }, + "9": { + "Dice": 0.7289520701242913, + "FN": 39026, + "FP": 2997, + "IoU": 0.5735047852959982, + "TN": 99557269, + "TP": 56508, + "n_pred": 59505, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9149751154921146, + "FN": 67831, + "FP": 2623, + "IoU": 0.8432756967662571, + "TN": 62633979, + "TP": 379087, + "n_pred": 381710, + "n_ref": 446918 + }, + "10": { + "Dice": 0.782494156343508, + "FN": 19459, + "FP": 9108, + "IoU": 0.6427025877703151, + "TN": 63003567, + "TP": 51386, + "n_pred": 60494, + "n_ref": 70845 + }, + "11": { + "Dice": 0.008426966292134831, + "FN": 3530, + "FP": 0, + "IoU": 0.004231311706629055, + "TN": 63079975, + "TP": 15, + "n_pred": 15, + "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": 0.470363756451968, + "FN": 26427, + "FP": 16875, + "IoU": 0.30750039980809213, + "TN": 63020990, + "TP": 19228, + "n_pred": 36103, + "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": 0.8100556067364346, + "FN": 1750, + "FP": 55568, + "IoU": 0.6807508076194719, + "TN": 62903980, + "TP": 122222, + "n_pred": 177790, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7313503236127928, + "FN": 52389, + "FP": 2858, + "IoU": 0.5764793364354872, + "TN": 62953073, + "TP": 75200, + "n_pred": 78058, + "n_ref": 127589 + }, + "4": { + "Dice": 0.32793451758969, + "FN": 14263, + "FP": 1173, + "IoU": 0.19612540360379127, + "TN": 63064318, + "TP": 3766, + "n_pred": 4939, + "n_ref": 18029 + }, + "5": { + "Dice": 0.20498468687295385, + "FN": 15013, + "FP": 43, + "IoU": 0.11419662293345885, + "TN": 63066523, + "TP": 1941, + "n_pred": 1984, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8862962827197081, + "FN": 186718, + "FP": 55226, + "IoU": 0.7958097552947729, + "TN": 61898625, + "TP": 942951, + "n_pred": 998177, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6364587093131947, + "FN": 53502, + "FP": 64341, + "IoU": 0.4667689300355659, + "TN": 62862522, + "TP": 103155, + "n_pred": 167496, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8688075135186415, + "FN": 20377, + "FP": 7281, + "IoU": 0.7680456897491592, + "TN": 62964281, + "TP": 91581, + "n_pred": 98862, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7939602401912202, + "FN": 8842, + "FP": 8829, + "IoU": 0.6583201206543177, + "TN": 63031802, + "TP": 34047, + "n_pred": 42876, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95257960486774, + "FN": 17699, + "FP": 11651, + "IoU": 0.9094529849664189, + "TN": 109284677, + "TP": 294791, + "n_pred": 306442, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5143005471573094, + "FN": 50283, + "FP": 20820, + "IoU": 0.3461672858351418, + "TN": 109500070, + "TP": 37645, + "n_pred": 58465, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.23140495867768596, + "FN": 68781, + "FP": 10920, + "IoU": 0.1308411214953271, + "TN": 109517119, + "TP": 11998, + "n_pred": 22918, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2105227417799568, + "FN": 81415, + "FP": 34845, + "IoU": 0.11764482661789148, + "TN": 109477057, + "TP": 15501, + "n_pred": 50346, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7961251395089286, + "FN": 12235, + "FP": 34529, + "IoU": 0.6613022379952198, + "TN": 109470748, + "TP": 91306, + "n_pred": 125835, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6575573601967261, + "FN": 108839, + "FP": 756, + "IoU": 0.4898215690564527, + "TN": 109394001, + "TP": 105222, + "n_pred": 105978, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8002936348081422, + "FN": 26559, + "FP": 82804, + "IoU": 0.667074592606799, + "TN": 109280327, + "TP": 219128, + "n_pred": 301932, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5320899157909388, + "FN": 31176, + "FP": 2441, + "IoU": 0.3624812728755381, + "TN": 109556087, + "TP": 19114, + "n_pred": 21555, + "n_ref": 50290 + }, + "5": { + "Dice": 0.510919185687847, + "FN": 6411, + "FP": 1517, + "IoU": 0.3431104482558621, + "TN": 109596749, + "TP": 4141, + "n_pred": 5658, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8787710920228563, + "FN": 46439, + "FP": 285759, + "IoU": 0.7837570774091833, + "TN": 108072592, + "TP": 1204028, + "n_pred": 1489787, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7666504847369154, + "FN": 400456, + "FP": 85030, + "IoU": 0.6216003454409126, + "TN": 108325820, + "TP": 797512, + "n_pred": 882542, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8481661081255433, + "FN": 11846, + "FP": 15927, + "IoU": 0.7363614789501163, + "TN": 109503473, + "TP": 77572, + "n_pred": 93499, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6018092719229272, + "FN": 17315, + "FP": 32820, + "IoU": 0.43042001340589175, + "TN": 109520797, + "TP": 37886, + "n_pred": 70706, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.895317257838861, + "FN": 4381, + "FP": 8339, + "IoU": 0.810474558593459, + "TN": 67000237, + "TP": 54395, + "n_pred": 62734, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4299420851097083, + "FN": 54038, + "FP": 11615, + "IoU": 0.27383836037650283, + "TN": 66976941, + "TP": 24758, + "n_pred": 36373, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1263050787471244, + "FN": 35356, + "FP": 4142, + "IoU": 0.06740962859773805, + "TN": 67024999, + "TP": 2855, + "n_pred": 6997, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7102975651247865, + "FN": 24119, + "FP": 17774, + "IoU": 0.550745308310992, + "TN": 66974102, + "TP": 51357, + "n_pred": 69131, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 9831, + "IoU": 0.0, + "TN": 67026159, + "TP": 0, + "n_pred": 9831, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5770288745807869, + "FN": 22587, + "FP": 158396, + "IoU": 0.40550989705486246, + "TN": 66762918, + "TP": 123451, + "n_pred": 281847, + "n_ref": 146038 + }, + "3": { + "Dice": 0.010720696353487914, + "FN": 159498, + "FP": 1434, + "IoU": 0.005389236360040543, + "TN": 66905548, + "TP": 872, + "n_pred": 2306, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 332, + "IoU": 0.0, + "TN": 67053981, + "TP": 0, + "n_pred": 332, + "n_ref": 13039 + }, + "5": { + "Dice": 0.07342410489157841, + "FN": 8557, + "FP": 630, + "IoU": 0.038111192545283216, + "TN": 67057801, + "TP": 364, + "n_pred": 994, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9097665514242522, + "FN": 144642, + "FP": 40874, + "IoU": 0.8344694914770294, + "TN": 65946616, + "TP": 935220, + "n_pred": 976094, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.38267711377704655, + "FN": 252294, + "FP": 68133, + "IoU": 0.23661145033985082, + "TN": 66647609, + "TP": 99316, + "n_pred": 167449, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8585936524866956, + "FN": 10047, + "FP": 14877, + "IoU": 0.7522243540674614, + "TN": 66966761, + "TP": 75667, + "n_pred": 90544, + "n_ref": 85714 + }, + "9": { + "Dice": 0.754464729592266, + "FN": 28022, + "FP": 4081, + "IoU": 0.6057353392692661, + "TN": 66985927, + "TP": 49322, + "n_pred": 53403, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6206267798485293, + "FN": 89338, + "FP": 21766, + "IoU": 0.4499339053286663, + "TN": 74317297, + "TP": 90879, + "n_pred": 112645, + "n_ref": 180217 + }, + "10": { + "Dice": 0.728304176357569, + "FN": 20138, + "FP": 6730, + "IoU": 0.5727031282304108, + "TN": 74456401, + "TP": 36011, + "n_pred": 42741, + "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": 0.19220111642102727, + "FN": 35711, + "FP": 24634, + "IoU": 0.10631775368757775, + "TN": 74451756, + "TP": 7179, + "n_pred": 31813, + "n_ref": 42890 + }, + "14": { + "Dice": 0.18271168784111239, + "FN": 27891, + "FP": 8198, + "IoU": 0.10054083692645116, + "TN": 74479157, + "TP": 4034, + "n_pred": 12232, + "n_ref": 31925 + }, + "15": { + "Dice": 0.0, + "FN": 30359, + "FP": 0, + "IoU": 0.0, + "TN": 74488921, + "TP": 0, + "n_pred": 0, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6837370924415309, + "FN": 2188, + "FP": 126142, + "IoU": 0.5194532859015165, + "TN": 74252230, + "TP": 138720, + "n_pred": 264862, + "n_ref": 140908 + }, + "3": { + "Dice": 0.4245575232309686, + "FN": 113219, + "FP": 1778, + "IoU": 0.2694846238382914, + "TN": 74361861, + "TP": 42422, + "n_pred": 44200, + "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": 0.538924253927466, + "FN": 5540, + "FP": 2355, + "IoU": 0.36885442481413383, + "TN": 74506771, + "TP": 4614, + "n_pred": 6969, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8980192879851832, + "FN": 219474, + "FP": 95425, + "IoU": 0.814913798575731, + "TN": 72817916, + "TP": 1386465, + "n_pred": 1481890, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.423453727872076, + "FN": 82344, + "FP": 148700, + "IoU": 0.26859581311275094, + "TN": 74203389, + "TP": 84847, + "n_pred": 233547, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9331686151621068, + "FN": 2439, + "FP": 6433, + "IoU": 0.8747105010450206, + "TN": 74448468, + "TP": 61940, + "n_pred": 68373, + "n_ref": 64379 + }, + "9": { + "Dice": 0.739249614528011, + "FN": 36763, + "FP": 2809, + "IoU": 0.5863568419622232, + "TN": 74423613, + "TP": 56095, + "n_pred": 58904, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8718457812775648, + "FN": 11112, + "FP": 68796, + "IoU": 0.7728072694395242, + "TN": 65699461, + "TP": 271811, + "n_pred": 340607, + "n_ref": 282923 + }, + "10": { + "Dice": 0.4545164326934883, + "FN": 55770, + "FP": 10869, + "IoU": 0.2940933454799686, + "TN": 65956778, + "TP": 27763, + "n_pred": 38632, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5326714753400229, + "FN": 27613, + "FP": 7503, + "IoU": 0.3630212773676286, + "TN": 65996051, + "TP": 20013, + "n_pred": 27516, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8156145562569624, + "FN": 14740, + "FP": 5122, + "IoU": 0.6886394632471665, + "TN": 65987389, + "TP": 43929, + "n_pred": 49051, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7462693549141601, + "FN": 8643, + "FP": 2205, + "IoU": 0.5952389836200142, + "TN": 66024379, + "TP": 15953, + "n_pred": 18158, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6269794695529013, + "FN": 72900, + "FP": 11641, + "IoU": 0.4566424577415001, + "TN": 65895590, + "TP": 71049, + "n_pred": 82690, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7584493305908552, + "FN": 14124, + "FP": 76772, + "IoU": 0.6108887452429163, + "TN": 65817581, + "TP": 142703, + "n_pred": 219475, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8095213471913405, + "FN": 6045, + "FP": 5006, + "IoU": 0.6799965251636069, + "TN": 66016646, + "TP": 23483, + "n_pred": 28489, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8038000347564155, + "FN": 3041, + "FP": 346, + "IoU": 0.6719612590799031, + "TN": 66040855, + "TP": 6938, + "n_pred": 7284, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9221777671648773, + "FN": 77316, + "FP": 82376, + "IoU": 0.8555935654984261, + "TN": 64945329, + "TP": 946159, + "n_pred": 1028535, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8267778067205002, + "FN": 270317, + "FP": 25608, + "IoU": 0.7047069271758437, + "TN": 65049040, + "TP": 706215, + "n_pred": 731823, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6285233307839878, + "FN": 7746, + "FP": 79197, + "IoU": 0.45828218947630767, + "TN": 65890685, + "TP": 73552, + "n_pred": 152749, + "n_ref": 81298 + }, + "9": { + "Dice": 0.666087224198966, + "FN": 33300, + "FP": 3581, + "IoU": 0.4993484103928542, + "TN": 65977514, + "TP": 36785, + "n_pred": 40366, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360736995255141, + "FN": 3416, + "FP": 17103, + "IoU": 0.8798294572735419, + "TN": 113301791, + "TP": 150230, + "n_pred": 167333, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8283035577950832, + "FN": 12759, + "FP": 15352, + "IoU": 0.7069267499322338, + "TN": 113376622, + "TP": 67807, + "n_pred": 83159, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5131925274443089, + "FN": 40903, + "FP": 27344, + "IoU": 0.3451640759930915, + "TN": 113368320, + "TP": 35973, + "n_pred": 63317, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8904339326701572, + "FN": 50422, + "FP": 2039, + "IoU": 0.8025064562518353, + "TN": 113206906, + "TP": 213173, + "n_pred": 215212, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3224868686201315, + "FN": 17002, + "FP": 3507, + "IoU": 0.19224103977944074, + "TN": 113447150, + "TP": 4881, + "n_pred": 8388, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9155150502055163, + "FN": 7145, + "FP": 14992, + "IoU": 0.8441934121621621, + "TN": 113330460, + "TP": 119943, + "n_pred": 134935, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9107942498427496, + "FN": 10976, + "FP": 10439, + "IoU": 0.8362003686734639, + "TN": 113341801, + "TP": 109324, + "n_pred": 119763, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7418733035234262, + "FN": 2804, + "FP": 16881, + "IoU": 0.589665019907031, + "TN": 113424567, + "TP": 28288, + "n_pred": 45169, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5398841698841699, + "FN": 18843, + "FP": 4991, + "IoU": 0.3697543432847661, + "TN": 113434723, + "TP": 13983, + "n_pred": 18974, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9346058068147559, + "FN": 70992, + "FP": 79112, + "IoU": 0.8772394413193996, + "TN": 112249802, + "TP": 1072634, + "n_pred": 1151746, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.69261613324793, + "FN": 70423, + "FP": 60588, + "IoU": 0.5297725869668213, + "TN": 113193928, + "TP": 147601, + "n_pred": 208189, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8649391407244805, + "FN": 12833, + "FP": 50171, + "IoU": 0.7620200570360158, + "TN": 113207795, + "TP": 201741, + "n_pred": 251912, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6334311210399047, + "FN": 54634, + "FP": 5094, + "IoU": 0.4635193518543469, + "TN": 113361207, + "TP": 51605, + "n_pred": 56699, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.811744901657279, + "FN": 7357, + "FP": 48224, + "IoU": 0.683140264064032, + "TN": 75021316, + "TP": 119831, + "n_pred": 168055, + "n_ref": 127188 + }, + "10": { + "Dice": 0.676226793418909, + "FN": 43397, + "FP": 10858, + "IoU": 0.5108328149089827, + "TN": 75085815, + "TP": 56658, + "n_pred": 67516, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.21210669887345646, + "FN": 45074, + "FP": 30600, + "IoU": 0.11863498718844631, + "TN": 75110868, + "TP": 10186, + "n_pred": 40786, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9124109183810676, + "FN": 14308, + "FP": 8491, + "IoU": 0.8389298254290094, + "TN": 75055181, + "TP": 118748, + "n_pred": 127239, + "n_ref": 133056 + }, + "15": { + "Dice": 0.09062887692327369, + "FN": 70269, + "FP": 832, + "IoU": 0.047465301966668455, + "TN": 75122084, + "TP": 3543, + "n_pred": 4375, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6179761692733585, + "FN": 5787, + "FP": 167954, + "IoU": 0.44715304869123607, + "TN": 74882462, + "TP": 140525, + "n_pred": 308479, + "n_ref": 146312 + }, + "3": { + "Dice": 0.009865648050579557, + "FN": 146766, + "FP": 3576, + "IoU": 0.004957277402360167, + "TN": 75045637, + "TP": 749, + "n_pred": 4325, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8566677101267804, + "FN": 3070, + "FP": 4256, + "IoU": 0.7492727334953284, + "TN": 75167509, + "TP": 21893, + "n_pred": 26149, + "n_ref": 24963 + }, + "5": { + "Dice": 0.40396735199917344, + "FN": 5746, + "FP": 23, + "IoU": 0.2531071983428276, + "TN": 75189004, + "TP": 1955, + "n_pred": 1978, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9665045351087149, + "FN": 38256, + "FP": 46186, + "IoU": 0.9351802382706952, + "TN": 73894008, + "TP": 1218278, + "n_pred": 1264464, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7174400247297938, + "FN": 21844, + "FP": 80532, + "IoU": 0.5593812675922977, + "TN": 74964382, + "TP": 129970, + "n_pred": 210502, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7921744928612182, + "FN": 27119, + "FP": 3114, + "IoU": 0.6558683254982756, + "TN": 75108875, + "TP": 57620, + "n_pred": 60734, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6467526028755578, + "FN": 35489, + "FP": 10111, + "IoU": 0.47792636013921963, + "TN": 75109384, + "TP": 41744, + "n_pred": 51855, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551483875775472, + "FN": 10771, + "FP": 8489, + "IoU": 0.9141474025800355, + "TN": 86703534, + "TP": 205078, + "n_pred": 213567, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6657197312829284, + "FN": 22897, + "FP": 23230, + "IoU": 0.4989354537356884, + "TN": 86835814, + "TP": 45931, + "n_pred": 69161, + "n_ref": 68828 + }, + "11": { + "Dice": 0.02585551330798479, + "FN": 2556, + "FP": 6, + "IoU": 0.013097072419106317, + "TN": 86925276, + "TP": 34, + "n_pred": 40, + "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": 0.4174937499329392, + "FN": 35906, + "FP": 18383, + "IoU": 0.2638180733347798, + "TN": 86854128, + "TP": 19455, + "n_pred": 37838, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6917767802575289, + "FN": 17627, + "FP": 40875, + "IoU": 0.5287910884151007, + "TN": 86803719, + "TP": 65651, + "n_pred": 106526, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8277342728561402, + "FN": 42365, + "FP": 7703, + "IoU": 0.7060978186855761, + "TN": 86757516, + "TP": 120288, + "n_pred": 127991, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7955215303909392, + "FN": 16929, + "FP": 38226, + "IoU": 0.6604696974360553, + "TN": 86765427, + "TP": 107290, + "n_pred": 145516, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7503245348334054, + "FN": 61976, + "FP": 10149, + "IoU": 0.600415512465374, + "TN": 86747372, + "TP": 108375, + "n_pred": 118524, + "n_ref": 170351 + }, + "4": { + "Dice": 0.42245444913053415, + "FN": 6355, + "FP": 21444, + "IoU": 0.26779223515777273, + "TN": 86889906, + "TP": 10167, + "n_pred": 31611, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6557732388495207, + "FN": 1540, + "FP": 2589, + "IoU": 0.4878442073927065, + "TN": 86919810, + "TP": 3933, + "n_pred": 6522, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9329785498652883, + "FN": 27589, + "FP": 137164, + "IoU": 0.8743765645456327, + "TN": 85616389, + "TP": 1146730, + "n_pred": 1283894, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.830245517898094, + "FN": 276869, + "FP": 28328, + "IoU": 0.709760492993576, + "TN": 85876337, + "TP": 746338, + "n_pred": 774666, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8717276462531794, + "FN": 9834, + "FP": 3278, + "IoU": 0.7726216488051885, + "TN": 86870206, + "TP": 44554, + "n_pred": 47832, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7848791822414886, + "FN": 8030, + "FP": 15393, + "IoU": 0.645926866506432, + "TN": 86861719, + "TP": 42730, + "n_pred": 58123, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3975853566312157, + "FN": 13808, + "FP": 212424, + "IoU": 0.24811640250326533, + "TN": 37448713, + "TP": 74655, + "n_pred": 287079, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6277649405064384, + "FN": 26507, + "FP": 12316, + "IoU": 0.4574762437115707, + "TN": 37678040, + "TP": 32737, + "n_pred": 45053, + "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": 0.4805682364247958, + "FN": 28884, + "FP": 5706, + "IoU": 0.3162815520547133, + "TN": 37699009, + "TP": 16001, + "n_pred": 21707, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3107636916047153, + "FN": 22334, + "FP": 323389, + "IoU": 0.18396697375036292, + "TN": 37325937, + "TP": 77940, + "n_pred": 401329, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2022, + "IoU": 0.0, + "TN": 37747578, + "TP": 0, + "n_pred": 2022, + "n_ref": 0 + }, + "2": { + "Dice": 0.5374666216506553, + "FN": 56454, + "FP": 18895, + "IoU": 0.367490157562937, + "TN": 37630473, + "TP": 43778, + "n_pred": 62673, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6690671322514752, + "FN": 21062, + "FP": 45847, + "IoU": 0.5027053944375901, + "TN": 37615054, + "TP": 67637, + "n_pred": 113484, + "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": 0.6074252102966289, + "FN": 5247, + "FP": 960, + "IoU": 0.43618857298573893, + "TN": 37738591, + "TP": 4802, + "n_pred": 5762, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6079694868164501, + "FN": 400930, + "FP": 39599, + "IoU": 0.43675011507185596, + "TN": 36967480, + "TP": 341591, + "n_pred": 381190, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6808278614669282, + "FN": 95561, + "FP": 138584, + "IoU": 0.5161023657033974, + "TN": 37265727, + "TP": 249728, + "n_pred": 388312, + "n_ref": 345289 + }, + "8": { + "Dice": 0.905982905982906, + "FN": 7649, + "FP": 6970, + "IoU": 0.828125, + "TN": 37664544, + "TP": 70437, + "n_pred": 77407, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8278923793538391, + "FN": 13092, + "FP": 4237, + "IoU": 0.7063279555314533, + "TN": 37690592, + "TP": 41679, + "n_pred": 45916, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9283305894814758, + "FN": 16172, + "FP": 11907, + "IoU": 0.8662471657489091, + "TN": 75696756, + "TP": 181853, + "n_pred": 193760, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7771256980831562, + "FN": 37507, + "FP": 6432, + "IoU": 0.6354910695768315, + "TN": 75786145, + "TP": 76604, + "n_pred": 83036, + "n_ref": 114111 + }, + "11": { + "Dice": 0.05029187247418051, + "FN": 4230, + "FP": 0, + "IoU": 0.025794564716720404, + "TN": 75902346, + "TP": 112, + "n_pred": 112, + "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": 0.4961839969610112, + "FN": 27133, + "FP": 2045, + "IoU": 0.3299499379966013, + "TN": 75863142, + "TP": 14368, + "n_pred": 16413, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8514337646186593, + "FN": 16877, + "FP": 20395, + "IoU": 0.7413014055179594, + "TN": 75762613, + "TP": 106803, + "n_pred": 127198, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7835670578666786, + "FN": 63952, + "FP": 4172, + "IoU": 0.6441514618080766, + "TN": 75715247, + "TP": 123317, + "n_pred": 127489, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5947338015326684, + "FN": 107267, + "FP": 9183, + "IoU": 0.4232178943614534, + "TN": 75704792, + "TP": 85446, + "n_pred": 94629, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7657093580025702, + "FN": 23037, + "FP": 116611, + "IoU": 0.6203639012959192, + "TN": 75538841, + "TP": 228199, + "n_pred": 344810, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7399413653497138, + "FN": 3676, + "FP": 14952, + "IoU": 0.587227724966208, + "TN": 75861559, + "TP": 26501, + "n_pred": 41453, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8093098490294752, + "FN": 623, + "FP": 3621, + "IoU": 0.6796981132075471, + "TN": 75893438, + "TP": 9006, + "n_pred": 12627, + "n_ref": 9629 + }, + "6": { + "Dice": 0.956450894548057, + "FN": 84517, + "FP": 63228, + "IoU": 0.9165365477783, + "TN": 74136512, + "TP": 1622431, + "n_pred": 1685659, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7271541203153689, + "FN": 105416, + "FP": 20898, + "IoU": 0.5712821417904369, + "TN": 75612056, + "TP": 168318, + "n_pred": 189216, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7864016488593021, + "FN": 8760, + "FP": 36321, + "IoU": 0.6479916919136709, + "TN": 75778620, + "TP": 82987, + "n_pred": 119308, + "n_ref": 91747 + }, + "9": { + "Dice": 0.828137423107503, + "FN": 18376, + "FP": 6266, + "IoU": 0.7066847593200971, + "TN": 75822676, + "TP": 59370, + "n_pred": 65636, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8506528124771333, + "FN": 13672, + "FP": 14902, + "IoU": 0.7401182355616189, + "TN": 61277800, + "TP": 81376, + "n_pred": 96278, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8445387307243665, + "FN": 12168, + "FP": 12088, + "IoU": 0.7309104624976426, + "TN": 61297609, + "TP": 65885, + "n_pred": 77973, + "n_ref": 78053 + }, + "11": { + "Dice": 0.023029229406554472, + "FN": 3303, + "FP": 6, + "IoU": 0.011648745519713262, + "TN": 61384402, + "TP": 39, + "n_pred": 45, + "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": 0.3508150148376299, + "FN": 26983, + "FP": 19176, + "IoU": 0.21272023332366838, + "TN": 61329119, + "TP": 12472, + "n_pred": 31648, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8126657940968552, + "FN": 8406, + "FP": 18359, + "IoU": 0.6844457020243105, + "TN": 61302931, + "TP": 58054, + "n_pred": 76413, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8335016426133531, + "FN": 10129, + "FP": 2896, + "IoU": 0.7145330615644245, + "TN": 61342123, + "TP": 32602, + "n_pred": 35498, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6978402394663016, + "FN": 3193, + "FP": 109360, + "IoU": 0.5359098480975079, + "TN": 61145226, + "TP": 129971, + "n_pred": 239331, + "n_ref": 133164 + }, + "3": { + "Dice": 0.47203758381452443, + "FN": 84939, + "FP": 23958, + "IoU": 0.30893271903438296, + "TN": 61230172, + "TP": 48681, + "n_pred": 72639, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5674063879809622, + "FN": 9081, + "FP": 6007, + "IoU": 0.39606932714245685, + "TN": 61362767, + "TP": 9895, + "n_pred": 15902, + "n_ref": 18976 + }, + "5": { + "Dice": 0.06893305087595414, + "FN": 26670, + "FP": 1019, + "IoU": 0.035696872605697566, + "TN": 61359036, + "TP": 1025, + "n_pred": 2044, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9163170304573829, + "FN": 73268, + "FP": 95030, + "IoU": 0.845558208637464, + "TN": 60298032, + "TP": 921420, + "n_pred": 1016450, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6147209436706716, + "FN": 56731, + "FP": 97957, + "IoU": 0.4437524272542899, + "TN": 61109658, + "TP": 123404, + "n_pred": 221361, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8468489934111038, + "FN": 25954, + "FP": 53749, + "IoU": 0.7343782284994435, + "TN": 61087688, + "TP": 220359, + "n_pred": 274108, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7195010194150617, + "FN": 29076, + "FP": 10409, + "IoU": 0.5618911301955041, + "TN": 61297624, + "TP": 50641, + "n_pred": 61050, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596410192902068, + "FN": 3413, + "FP": 11904, + "IoU": 0.9224133564315311, + "TN": 39551382, + "TP": 182101, + "n_pred": 194005, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6129099829116367, + "FN": 24035, + "FP": 11076, + "IoU": 0.4418674890316017, + "TN": 39685892, + "TP": 27797, + "n_pred": 38873, + "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": 0.5182971425689138, + "FN": 23260, + "FP": 14940, + "IoU": 0.3497983013055097, + "TN": 39690049, + "TP": 20551, + "n_pred": 35491, + "n_ref": 43811 + }, + "14": { + "Dice": 0.20540126795014726, + "FN": 27161, + "FP": 20592, + "IoU": 0.11445526193787668, + "TN": 39694875, + "TP": 6172, + "n_pred": 26764, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 0, + "IoU": 0.0, + "TN": 39697084, + "TP": 0, + "n_pred": 0, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7732515285743368, + "FN": 7695, + "FP": 56907, + "IoU": 0.6303260583448733, + "TN": 39574046, + "TP": 110152, + "n_pred": 167059, + "n_ref": 117847 + }, + "3": { + "Dice": 0.725353723778685, + "FN": 51840, + "FP": 10586, + "IoU": 0.5690627567116063, + "TN": 39603939, + "TP": 82435, + "n_pred": 93021, + "n_ref": 134275 + }, + "4": { + "Dice": 0.843381209404446, + "FN": 5335, + "FP": 1513, + "IoU": 0.7291782013762557, + "TN": 39723514, + "TP": 18438, + "n_pred": 19951, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7505272926685227, + "FN": 2076, + "FP": 881, + "IoU": 0.6006752194463201, + "TN": 39741395, + "TP": 4448, + "n_pred": 5329, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9628900389734873, + "FN": 37431, + "FP": 31212, + "IoU": 0.9284358218104821, + "TN": 38789619, + "TP": 890538, + "n_pred": 921750, + "n_ref": 927969 + }, + "7": { + "Dice": 0.849141406226934, + "FN": 171248, + "FP": 28027, + "IoU": 0.7378329629907369, + "TN": 38988693, + "TP": 560832, + "n_pred": 588859, + "n_ref": 732080 + }, + "8": { + "Dice": 0.854584858066579, + "FN": 1426, + "FP": 14946, + "IoU": 0.7460918114143921, + "TN": 39684320, + "TP": 48108, + "n_pred": 63054, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8411585963536562, + "FN": 7303, + "FP": 5661, + "IoU": 0.7258617043772467, + "TN": 39701510, + "TP": 34326, + "n_pred": 39987, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.748767641466817, + "FN": 21539, + "FP": 29070, + "IoU": 0.598424134702363, + "TN": 101270582, + "TP": 75417, + "n_pred": 104487, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6334942443371704, + "FN": 39741, + "FP": 9609, + "IoU": 0.46358695652173915, + "TN": 101304608, + "TP": 42650, + "n_pred": 52259, + "n_ref": 82391 + }, + "11": { + "Dice": 0.017213555675094135, + "FN": 5481, + "FP": 0, + "IoU": 0.008681497558328812, + "TN": 101391079, + "TP": 48, + "n_pred": 48, + "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": 0.6227745806293621, + "FN": 24514, + "FP": 6294, + "IoU": 0.4521950959298707, + "TN": 101340369, + "TP": 25431, + "n_pred": 31725, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8288411319548071, + "FN": 51142, + "FP": 244, + "IoU": 0.7077102471488297, + "TN": 101220803, + "TP": 124419, + "n_pred": 124663, + "n_ref": 175561 + }, + "15": { + "Dice": 0.0, + "FN": 26874, + "FP": 1380, + "IoU": 0.0, + "TN": 101368354, + "TP": 0, + "n_pred": 1380, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7101612906965152, + "FN": 28581, + "FP": 96436, + "IoU": 0.550581468500045, + "TN": 101118433, + "TP": 153158, + "n_pred": 249594, + "n_ref": 181739 + }, + "3": { + "Dice": 0.42913885985366246, + "FN": 113804, + "FP": 28192, + "IoU": 0.2731870111789034, + "TN": 101201240, + "TP": 53372, + "n_pred": 81564, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6572376462371224, + "FN": 2618, + "FP": 5234, + "IoU": 0.48946684005201563, + "TN": 101381228, + "TP": 7528, + "n_pred": 12762, + "n_ref": 10146 + }, + "5": { + "Dice": 0.664612415767932, + "FN": 17163, + "FP": 4388, + "IoU": 0.4976925228416931, + "TN": 101353704, + "TP": 21353, + "n_pred": 25741, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9442527186293949, + "FN": 84473, + "FP": 121696, + "IoU": 0.894392754110184, + "TN": 99444384, + "TP": 1746055, + "n_pred": 1867751, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7683197613663976, + "FN": 140083, + "FP": 53468, + "IoU": 0.6237980745869186, + "TN": 100882121, + "TP": 320936, + "n_pred": 374404, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8565633108014301, + "FN": 18185, + "FP": 61368, + "IoU": 0.7491130194552283, + "TN": 101079521, + "TP": 237534, + "n_pred": 298902, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7813922561505805, + "FN": 25511, + "FP": 8681, + "IoU": 0.6412172088142707, + "TN": 101301308, + "TP": 61108, + "n_pred": 69789, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7759744408945687, + "FN": 77339, + "FP": 3299, + "IoU": 0.633952808519524, + "TN": 73663210, + "TP": 139656, + "n_pred": 142955, + "n_ref": 216995 + }, + "10": { + "Dice": 0.11233314957570062, + "FN": 69626, + "FP": 28597, + "IoU": 0.05950899098029453, + "TN": 73779066, + "TP": 6215, + "n_pred": 34812, + "n_ref": 75841 + }, + "11": { + "Dice": 0.007951653944020356, + "FN": 6234, + "FP": 4, + "IoU": 0.003991697269679068, + "TN": 73877241, + "TP": 25, + "n_pred": 29, + "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": 0.0002396749136625595, + "FN": 61228, + "FP": 30541, + "IoU": 0.00011985181956853346, + "TN": 73791724, + "TP": 11, + "n_pred": 30552, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7205889475468591, + "FN": 19313, + "FP": 44146, + "IoU": 0.5632192610539067, + "TN": 73738216, + "TP": 81829, + "n_pred": 125975, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8605887692906238, + "FN": 46321, + "FP": 10654, + "IoU": 0.7552925108126565, + "TN": 73650675, + "TP": 175854, + "n_pred": 186508, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4896509695290859, + "FN": 102668, + "FP": 81568, + "IoU": 0.3241972283561614, + "TN": 73610886, + "TP": 88382, + "n_pred": 169950, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5453181365042497, + "FN": 107941, + "FP": 24782, + "IoU": 0.37487106300603357, + "TN": 73671191, + "TP": 79590, + "n_pred": 104372, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 3505, + "IoU": 0.0, + "TN": 73832111, + "TP": 0, + "n_pred": 3505, + "n_ref": 47888 + }, + "5": { + "Dice": 0.41641620893356823, + "FN": 11110, + "FP": 152, + "IoU": 0.2629581151832461, + "TN": 73868224, + "TP": 4018, + "n_pred": 4170, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7841648919799817, + "FN": 115232, + "FP": 757889, + "IoU": 0.6449599018875106, + "TN": 71424286, + "TP": 1586097, + "n_pred": 2343986, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4049443264281946, + "FN": 101591, + "FP": 107098, + "IoU": 0.25387472872429806, + "TN": 73603807, + "TP": 71008, + "n_pred": 178106, + "n_ref": 172599 + }, + "8": { + "Dice": 0.687981925515633, + "FN": 32248, + "FP": 10564, + "IoU": 0.5243692437590961, + "TN": 73793493, + "TP": 47199, + "n_pred": 57763, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7215346720912617, + "FN": 18266, + "FP": 37243, + "IoU": 0.5643756278252134, + "TN": 73756080, + "TP": 71915, + "n_pred": 109158, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918613705183338, + "FN": 6839, + "FP": 25145, + "IoU": 0.8494778504096722, + "TN": 69283289, + "TP": 180503, + "n_pred": 205648, + "n_ref": 187342 + }, + "10": { + "Dice": 0.541426105588953, + "FN": 31087, + "FP": 30549, + "IoU": 0.37120238313847914, + "TN": 69397754, + "TP": 36386, + "n_pred": 66935, + "n_ref": 67473 + }, + "11": { + "Dice": 0.07615341856586992, + "FN": 3324, + "FP": 0, + "IoU": 0.03958393527882115, + "TN": 69492315, + "TP": 137, + "n_pred": 137, + "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": 0.6002528276779774, + "FN": 32709, + "FP": 27373, + "IoU": 0.42882946259661, + "TN": 69390585, + "TP": 45109, + "n_pred": 72482, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8525173802640977, + "FN": 37053, + "FP": 2384, + "IoU": 0.7429457889831116, + "TN": 69342357, + "TP": 113982, + "n_pred": 116366, + "n_ref": 151035 + }, + "15": { + "Dice": 0.807888048215223, + "FN": 25498, + "FP": 7079, + "IoU": 0.6776947811031412, + "TN": 69394701, + "TP": 68498, + "n_pred": 75577, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6335036312094128, + "FN": 8357, + "FP": 155704, + "IoU": 0.46359701033826595, + "TN": 69189922, + "TP": 141793, + "n_pred": 297497, + "n_ref": 150150 + }, + "3": { + "Dice": 0.20424198055329285, + "FN": 152761, + "FP": 1589, + "IoU": 0.11373580312130364, + "TN": 69321618, + "TP": 19808, + "n_pred": 21397, + "n_ref": 172569 + }, + "4": { + "Dice": 0.4210511200459506, + "FN": 22458, + "FP": 17860, + "IoU": 0.26666545408246783, + "TN": 69440797, + "TP": 14661, + "n_pred": 32521, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7928276790975671, + "FN": 4966, + "FP": 2417, + "IoU": 0.6567642956764296, + "TN": 69474266, + "TP": 14127, + "n_pred": 16544, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9173066603612037, + "FN": 175286, + "FP": 54481, + "IoU": 0.8472451309871656, + "TN": 67991621, + "TP": 1274388, + "n_pred": 1328869, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.797512196600103, + "FN": 49804, + "FP": 83842, + "IoU": 0.6632185327329129, + "TN": 69098943, + "TP": 263187, + "n_pred": 347029, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5619090214642217, + "FN": 17701, + "FP": 92984, + "IoU": 0.39073259609509603, + "TN": 69314107, + "TP": 70984, + "n_pred": 163968, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6324750702355593, + "FN": 39396, + "FP": 8222, + "IoU": 0.46249619035793704, + "TN": 69407185, + "TP": 40973, + "n_pred": 49195, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295676513340461, + "FN": 8961, + "FP": 20354, + "IoU": 0.8684039234170539, + "TN": 50610787, + "TP": 193450, + "n_pred": 213804, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7824467969950856, + "FN": 21627, + "FP": 8520, + "IoU": 0.6426386913229019, + "TN": 50749192, + "TP": 54213, + "n_pred": 62733, + "n_ref": 75840 + }, + "11": { + "Dice": 0.1152770005595971, + "FN": 6317, + "FP": 7, + "IoU": 0.06116389548693587, + "TN": 50826816, + "TP": 412, + "n_pred": 419, + "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": 0.4803242111014981, + "FN": 21892, + "FP": 35171, + "IoU": 0.31607018721384567, + "TN": 50750118, + "TP": 26371, + "n_pred": 61542, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0, + "FN": 50737, + "FP": 930, + "IoU": 0.0, + "TN": 50781885, + "TP": 0, + "n_pred": 930, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 13907, + "IoU": 0.0, + "TN": 50784889, + "TP": 0, + "n_pred": 13907, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7324501310586876, + "FN": 5986, + "FP": 144571, + "IoU": 0.5778471908726142, + "TN": 50476911, + "TP": 206084, + "n_pred": 350655, + "n_ref": 212070 + }, + "3": { + "Dice": 0.47785142500283867, + "FN": 135800, + "FP": 11354, + "IoU": 0.31393218300239173, + "TN": 50619063, + "TP": 67335, + "n_pred": 78689, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7699190352306159, + "FN": 2132, + "FP": 7331, + "IoU": 0.6259092346616065, + "TN": 50808256, + "TP": 15833, + "n_pred": 23164, + "n_ref": 17965 + }, + "5": { + "Dice": 0.804542180416084, + "FN": 3350, + "FP": 1263, + "IoU": 0.6729992202452683, + "TN": 50819445, + "TP": 9494, + "n_pred": 10757, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9718407189424866, + "FN": 68584, + "FP": 54722, + "IoU": 0.9452238936586749, + "TN": 48582461, + "TP": 2127785, + "n_pred": 2182507, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6687380181133074, + "FN": 76623, + "FP": 73707, + "IoU": 0.5023338961167941, + "TN": 50531482, + "TP": 151740, + "n_pred": 225447, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8423464019498594, + "FN": 8056, + "FP": 27455, + "IoU": 0.7276325175066537, + "TN": 50703173, + "TP": 94868, + "n_pred": 122323, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7043285723195909, + "FN": 47363, + "FP": 9523, + "IoU": 0.5436012227116278, + "TN": 50708911, + "TP": 67755, + "n_pred": 77278, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8755621347742397, + "FN": 9080, + "FP": 48586, + "IoU": 0.7786665336091717, + "TN": 76624321, + "TP": 202873, + "n_pred": 251459, + "n_ref": 211953 + }, + "10": { + "Dice": 0.48432026407976286, + "FN": 36202, + "FP": 25036, + "IoU": 0.3195399744430246, + "TN": 76794865, + "TP": 28757, + "n_pred": 53793, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.3357972257388274, + "FN": 30449, + "FP": 18344, + "IoU": 0.20177662898555465, + "TN": 76823733, + "TP": 12334, + "n_pred": 30678, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7265300885334246, + "FN": 30548, + "FP": 7816, + "IoU": 0.5705121746431571, + "TN": 76795535, + "TP": 50961, + "n_pred": 58777, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5369228920213588, + "FN": 24379, + "FP": 2592, + "IoU": 0.3669819513225526, + "TN": 76842253, + "TP": 15636, + "n_pred": 18228, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6815441104695256, + "FN": 13131, + "FP": 71691, + "IoU": 0.5169259858304668, + "TN": 76709272, + "TP": 90766, + "n_pred": 162457, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5498426304158575, + "FN": 56356, + "FP": 10866, + "IoU": 0.37916066348960065, + "TN": 76776584, + "TP": 41054, + "n_pred": 51920, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6729794955877747, + "FN": 6617, + "FP": 11134, + "IoU": 0.5071357174589072, + "TN": 76848844, + "TP": 18265, + "n_pred": 29399, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8392162125889142, + "FN": 3249, + "FP": 1543, + "IoU": 0.722973754191236, + "TN": 76867562, + "TP": 12506, + "n_pred": 14049, + "n_ref": 15755 + }, + "6": { + "Dice": 0.919355698808746, + "FN": 70769, + "FP": 115242, + "IoU": 0.8507477416901097, + "TN": 75638574, + "TP": 1060275, + "n_pred": 1175517, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5649279281601586, + "FN": 40621, + "FP": 145036, + "IoU": 0.3936582275173747, + "TN": 76578668, + "TP": 120535, + "n_pred": 265571, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7048184824931237, + "FN": 5171, + "FP": 55250, + "IoU": 0.5441850991279158, + "TN": 76752304, + "TP": 72135, + "n_pred": 127385, + "n_ref": 77306 + }, + "9": { + "Dice": 0.6663452902953141, + "FN": 41314, + "FP": 9212, + "IoU": 0.4996385387060676, + "TN": 76783881, + "TP": 50453, + "n_pred": 59665, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7466244795271525, + "FN": 22633, + "FP": 46556, + "IoU": 0.5956909699700226, + "TN": 130828803, + "TP": 101940, + "n_pred": 148496, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7174907248491824, + "FN": 22656, + "FP": 4833, + "IoU": 0.559442913007244, + "TN": 130937536, + "TP": 34907, + "n_pred": 39740, + "n_ref": 57563 + }, + "11": { + "Dice": 0.16598056973489214, + "FN": 5064, + "FP": 1, + "IoU": 0.09050098760998383, + "TN": 130994363, + "TP": 504, + "n_pred": 505, + "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": 0.3367055720668412, + "FN": 61310, + "FP": 6090, + "IoU": 0.2024329345498006, + "TN": 130915425, + "TP": 17107, + "n_pred": 23197, + "n_ref": 78417 + }, + "14": { + "Dice": 0.40637655269512296, + "FN": 704538, + "FP": 1269, + "IoU": 0.25500161495639617, + "TN": 130052538, + "TP": 241587, + "n_pred": 242856, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 1931, + "IoU": 0.0, + "TN": 130972691, + "TP": 0, + "n_pred": 1931, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4876808829140861, + "FN": 135781, + "FP": 38761, + "IoU": 0.3224722066952363, + "TN": 130742316, + "TP": 83074, + "n_pred": 121835, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7248273880329861, + "FN": 57283, + "FP": 114130, + "IoU": 0.568415115907254, + "TN": 130602761, + "TP": 225758, + "n_pred": 339888, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 8876, + "IoU": 0.0, + "TN": 130988776, + "TP": 0, + "n_pred": 8876, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5109011627906976, + "FN": 15283, + "FP": 869, + "IoU": 0.3430941922889214, + "TN": 130975344, + "TP": 8436, + "n_pred": 9305, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8464132178504014, + "FN": 87226, + "FP": 415691, + "IoU": 0.7337230548647509, + "TN": 129111233, + "TP": 1385782, + "n_pred": 1801473, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3761386961610884, + "FN": 115375, + "FP": 178833, + "IoU": 0.23163227996866023, + "TN": 130617032, + "TP": 88692, + "n_pred": 267525, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8063553467808787, + "FN": 38477, + "FP": 3571, + "IoU": 0.6755405342839946, + "TN": 130870338, + "TP": 87546, + "n_pred": 91117, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6474809368191721, + "FN": 9668, + "FP": 42110, + "IoU": 0.47872222613738186, + "TN": 130900603, + "TP": 47551, + "n_pred": 89661, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8140762672564478, + "FN": 11775, + "FP": 9073, + "IoU": 0.6864490900887351, + "TN": 74360208, + "TP": 45642, + "n_pred": 54715, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5801425224363391, + "FN": 42995, + "FP": 8794, + "IoU": 0.4085920816727381, + "TN": 74339129, + "TP": 35780, + "n_pred": 44574, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.3858922359665709, + "FN": 76592, + "FP": 8500, + "IoU": 0.23907464208107165, + "TN": 74314871, + "TP": 26735, + "n_pred": 35235, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8915964045161603, + "FN": 23696, + "FP": 12098, + "IoU": 0.8043968894985054, + "TN": 74243705, + "TP": 147199, + "n_pred": 159297, + "n_ref": 170895 + }, + "15": { + "Dice": 0.049688365650969527, + "FN": 21644, + "FP": 312, + "IoU": 0.025477141588992454, + "TN": 74404168, + "TP": 574, + "n_pred": 886, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6330031440335714, + "FN": 22515, + "FP": 89077, + "IoU": 0.46306115575229756, + "TN": 74218868, + "TP": 96238, + "n_pred": 185315, + "n_ref": 118753 + }, + "3": { + "Dice": 0.36528305410152717, + "FN": 99895, + "FP": 8872, + "IoU": 0.22345339663727556, + "TN": 74286633, + "TP": 31298, + "n_pred": 40170, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6256983240223464, + "FN": 16068, + "FP": 1151, + "IoU": 0.45528455284552843, + "TN": 74395087, + "TP": 14392, + "n_pred": 15543, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 74426368, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "6": { + "Dice": 0.9461233023088433, + "FN": 31806, + "FP": 65657, + "IoU": 0.8977552159390368, + "TN": 73473466, + "TP": 855769, + "n_pred": 921426, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7123018430210079, + "FN": 39978, + "FP": 49312, + "IoU": 0.5531590141373702, + "TN": 74226873, + "TP": 110535, + "n_pred": 159847, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6040133779264214, + "FN": 8918, + "FP": 36074, + "IoU": 0.43267848586487784, + "TN": 74347392, + "TP": 34314, + "n_pred": 70388, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7863977359507659, + "FN": 7513, + "FP": 6752, + "IoU": 0.6479863784424045, + "TN": 74386174, + "TP": 26259, + "n_pred": 33011, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8582376206296473, + "FN": 4778, + "FP": 40026, + "IoU": 0.7516779639410953, + "TN": 106466261, + "TP": 135623, + "n_pred": 175649, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7681203586379457, + "FN": 27508, + "FP": 15863, + "IoU": 0.6235352325399719, + "TN": 106531482, + "TP": 71835, + "n_pred": 87698, + "n_ref": 99343 + }, + "11": { + "Dice": 0.016208146726380893, + "FN": 4613, + "FP": 0, + "IoU": 0.0081702859600086, + "TN": 106642037, + "TP": 38, + "n_pred": 38, + "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": 0.5928238322163044, + "FN": 17680, + "FP": 14276, + "IoU": 0.42128615150582227, + "TN": 106591469, + "TP": 23263, + "n_pred": 37539, + "n_ref": 40943 + }, + "14": { + "Dice": 0.3198010212012867, + "FN": 56883, + "FP": 0, + "IoU": 0.19033520745854388, + "TN": 106576433, + "TP": 13372, + "n_pred": 13372, + "n_ref": 70255 + }, + "15": { + "Dice": 0.0, + "FN": 26561, + "FP": 0, + "IoU": 0.0, + "TN": 106620127, + "TP": 0, + "n_pred": 0, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6443211366523225, + "FN": 95114, + "FP": 5971, + "IoU": 0.475275637964328, + "TN": 106454044, + "TP": 91559, + "n_pred": 97530, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7425866594169942, + "FN": 4358, + "FP": 96955, + "IoU": 0.5905668688648478, + "TN": 106399241, + "TP": 146134, + "n_pred": 243089, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7273852246009157, + "FN": 4205, + "FP": 201, + "IoU": 0.5715674834694672, + "TN": 106636404, + "TP": 5878, + "n_pred": 6079, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5956232159847764, + "FN": 1938, + "FP": 1462, + "IoU": 0.4241192411924119, + "TN": 106640784, + "TP": 2504, + "n_pred": 3966, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9514802113146646, + "FN": 65163, + "FP": 57981, + "IoU": 0.9074508860797547, + "TN": 105316108, + "TP": 1207436, + "n_pred": 1265417, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7907586332080662, + "FN": 79814, + "FP": 56209, + "IoU": 0.6539295255056609, + "TN": 106253638, + "TP": 257027, + "n_pred": 313236, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7475410215464371, + "FN": 6430, + "FP": 37204, + "IoU": 0.5968586871159975, + "TN": 106538453, + "TP": 64601, + "n_pred": 101805, + "n_ref": 71031 + }, + "9": { + "Dice": 0.6160947095589093, + "FN": 45507, + "FP": 3816, + "IoU": 0.445185601799775, + "TN": 106557788, + "TP": 39577, + "n_pred": 43393, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372302117686503, + "FN": 9381, + "FP": 10090, + "IoU": 0.88187509858403, + "TN": 107962094, + "TP": 145363, + "n_pred": 155453, + "n_ref": 154744 + }, + "10": { + "Dice": 0.824126235412933, + "FN": 10555, + "FP": 19572, + "IoU": 0.7008628478945121, + "TN": 108026215, + "TP": 70586, + "n_pred": 90158, + "n_ref": 81141 + }, + "11": { + "Dice": 0.038560411311053984, + "FN": 2977, + "FP": 15, + "IoU": 0.019659239842726082, + "TN": 108123876, + "TP": 60, + "n_pred": 75, + "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": 0.5733980844462431, + "FN": 34916, + "FP": 28332, + "IoU": 0.4019327874122965, + "TN": 108021174, + "TP": 42506, + "n_pred": 70838, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6504069386718698, + "FN": 15559, + "FP": 10600, + "IoU": 0.48192818806567245, + "TN": 108076435, + "TP": 24334, + "n_pred": 34934, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4068138583040295, + "FN": 20174, + "FP": 406, + "IoU": 0.2553460940044144, + "TN": 108099291, + "TP": 7057, + "n_pred": 7463, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7823935766543852, + "FN": 19774, + "FP": 75137, + "IoU": 0.6425668932532435, + "TN": 107861393, + "TP": 170624, + "n_pred": 245761, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8528259192029592, + "FN": 44959, + "FP": 8634, + "IoU": 0.7434145640829224, + "TN": 107918058, + "TP": 155277, + "n_pred": 163911, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8265908359266015, + "FN": 2497, + "FP": 10431, + "IoU": 0.7044352994970279, + "TN": 108083188, + "TP": 30812, + "n_pred": 41243, + "n_ref": 33309 + }, + "5": { + "Dice": 0.43363136176066025, + "FN": 2616, + "FP": 678, + "IoU": 0.2768386388583974, + "TN": 108122373, + "TP": 1261, + "n_pred": 1939, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8577008318752494, + "FN": 82321, + "FP": 381247, + "IoU": 0.7508548161540636, + "TN": 106266294, + "TP": 1397066, + "n_pred": 1778313, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7976312796580258, + "FN": 52996, + "FP": 50208, + "IoU": 0.6633832585325122, + "TN": 107820336, + "TP": 203388, + "n_pred": 253596, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7747031760881936, + "FN": 3010, + "FP": 20349, + "IoU": 0.632257556675063, + "TN": 108063408, + "TP": 40161, + "n_pred": 60510, + "n_ref": 43171 + }, + "9": { + "Dice": 0.753231388614211, + "FN": 19081, + "FP": 8869, + "IoU": 0.6041468976163836, + "TN": 108056321, + "TP": 42657, + "n_pred": 51526, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7821666591569142, + "FN": 29019, + "FP": 24160, + "IoU": 0.6422608356373568, + "TN": 62421507, + "TP": 95474, + "n_pred": 119634, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7437793846746034, + "FN": 18568, + "FP": 9389, + "IoU": 0.592077040927993, + "TN": 62501625, + "TP": 40578, + "n_pred": 49967, + "n_ref": 59146 + }, + "11": { + "Dice": 0.011627906976744186, + "FN": 2040, + "FP": 0, + "IoU": 0.005847953216374269, + "TN": 62568108, + "TP": 12, + "n_pred": 12, + "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": 0.566778654201967, + "FN": 18428, + "FP": 17162, + "IoU": 0.3954578655025395, + "TN": 62511289, + "TP": 23281, + "n_pred": 40443, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8959238222519211, + "FN": 64834, + "FP": 2450, + "IoU": 0.8114692086548646, + "TN": 62213274, + "TP": 289602, + "n_pred": 292052, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5492734109039175, + "FN": 48098, + "FP": 22868, + "IoU": 0.3786195241972909, + "TN": 62455953, + "TP": 43241, + "n_pred": 66109, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6199282008093467, + "FN": 80152, + "FP": 26354, + "IoU": 0.44919996276491214, + "TN": 62376794, + "TP": 86860, + "n_pred": 113214, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7101702427197122, + "FN": 50348, + "FP": 71939, + "IoU": 0.55059223026236, + "TN": 62298053, + "TP": 149820, + "n_pred": 221759, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8612420028349231, + "FN": 999, + "FP": 6245, + "IoU": 0.7562994112699748, + "TN": 62540435, + "TP": 22481, + "n_pred": 28726, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5283388201797313, + "FN": 5206, + "FP": 95, + "IoU": 0.35900846432889966, + "TN": 62561890, + "TP": 2969, + "n_pred": 3064, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9384083748686152, + "FN": 45576, + "FP": 139771, + "IoU": 0.8839636190163762, + "TN": 60972842, + "TP": 1411971, + "n_pred": 1551742, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7442524432249119, + "FN": 33336, + "FP": 72544, + "IoU": 0.5926767997353245, + "TN": 62310219, + "TP": 154061, + "n_pred": 226605, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6736727442487745, + "FN": 5187, + "FP": 57724, + "IoU": 0.5079234716225518, + "TN": 62442312, + "TP": 64937, + "n_pred": 122661, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5996221400612892, + "FN": 16430, + "FP": 27861, + "IoU": 0.4281859612430122, + "TN": 62492703, + "TP": 33166, + "n_pred": 61027, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8138391211383912, + "FN": 59946, + "FP": 41050, + "IoU": 0.6861119226250785, + "TN": 55059490, + "TP": 220762, + "n_pred": 261812, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7245936357708207, + "FN": 16010, + "FP": 30025, + "IoU": 0.5681276619697169, + "TN": 55274654, + "TP": 60559, + "n_pred": 90584, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4649039376070002, + "FN": 34097, + "FP": 13724, + "IoU": 0.3028500619578687, + "TN": 55312653, + "TP": 20774, + "n_pred": 34498, + "n_ref": 54871 + }, + "14": { + "Dice": 0.868072357431124, + "FN": 7104, + "FP": 19669, + "IoU": 0.7668973923642854, + "TN": 55266393, + "TP": 88082, + "n_pred": 107751, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8457976031259015, + "FN": 7227, + "FP": 22174, + "IoU": 0.7327983423154871, + "TN": 55271215, + "TP": 80632, + "n_pred": 102806, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6557646210511956, + "FN": 60771, + "FP": 80539, + "IoU": 0.4878346689282983, + "TN": 55105341, + "TP": 134597, + "n_pred": 215136, + "n_ref": 195368 + }, + "3": { + "Dice": 0.5270264239951551, + "FN": 101217, + "FP": 47169, + "IoU": 0.35779760925828147, + "TN": 55150190, + "TP": 82672, + "n_pred": 129841, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7186176520413349, + "FN": 3167, + "FP": 155, + "IoU": 0.5608143839238499, + "TN": 55373684, + "TP": 4242, + "n_pred": 4397, + "n_ref": 7409 + }, + "5": { + "Dice": 0.46036344482486175, + "FN": 3892, + "FP": 206, + "IoU": 0.2990078686281218, + "TN": 55375402, + "TP": 1748, + "n_pred": 1954, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9427377078253605, + "FN": 92781, + "FP": 78024, + "IoU": 0.8916781718245923, + "TN": 53804419, + "TP": 1406024, + "n_pred": 1484048, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7581469676769995, + "FN": 46448, + "FP": 35731, + "IoU": 0.6104965305426003, + "TN": 55170264, + "TP": 128805, + "n_pred": 164536, + "n_ref": 175253 + }, + "8": { + "Dice": 0.841036247996277, + "FN": 6390, + "FP": 8981, + "IoU": 0.7256795102885799, + "TN": 55325215, + "TP": 40662, + "n_pred": 49643, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8078010674772896, + "FN": 5209, + "FP": 16541, + "IoU": 0.6775723794417184, + "TN": 55313791, + "TP": 45707, + "n_pred": 62248, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9234896735464495, + "FN": 16292, + "FP": 28852, + "IoU": 0.8578549140246418, + "TN": 110829024, + "TP": 272447, + "n_pred": 301299, + "n_ref": 288739 + }, + "10": { + "Dice": 0.776826623201612, + "FN": 21746, + "FP": 13032, + "IoU": 0.635091179988668, + "TN": 111051309, + "TP": 60528, + "n_pred": 73560, + "n_ref": 82274 + }, + "11": { + "Dice": 0.15423260487314744, + "FN": 3327, + "FP": 40, + "IoU": 0.08356015242242787, + "TN": 111142941, + "TP": 307, + "n_pred": 347, + "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": 0.3862946232985361, + "FN": 37024, + "FP": 44222, + "IoU": 0.23938361294188137, + "TN": 111039799, + "TP": 25570, + "n_pred": 69792, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0, + "FN": 41116, + "FP": 0, + "IoU": 0.0, + "TN": 111105499, + "TP": 0, + "n_pred": 0, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 6139, + "IoU": 0.0, + "TN": 111115112, + "TP": 0, + "n_pred": 6139, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8177790785086738, + "FN": 13380, + "FP": 50128, + "IoU": 0.691731184622479, + "TN": 110940600, + "TP": 142507, + "n_pred": 192635, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8690191848370444, + "FN": 52818, + "FP": 4982, + "IoU": 0.7683765924109272, + "TN": 110897072, + "TP": 191743, + "n_pred": 196725, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7545148625911385, + "FN": 5385, + "FP": 3369, + "IoU": 0.6057999729814924, + "TN": 111124408, + "TP": 13453, + "n_pred": 16822, + "n_ref": 18838 + }, + "5": { + "Dice": 0.5269919703520691, + "FN": 2634, + "FP": 1195, + "IoU": 0.3577658503857766, + "TN": 111140653, + "TP": 2133, + "n_pred": 3328, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9626424245692032, + "FN": 33084, + "FP": 88858, + "IoU": 0.9279755094760207, + "TN": 109453552, + "TP": 1571121, + "n_pred": 1659979, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.29441977242933187, + "FN": 295266, + "FP": 104635, + "IoU": 0.17262147371905615, + "TN": 110663280, + "TP": 83434, + "n_pred": 188069, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7613793795803634, + "FN": 4708, + "FP": 42830, + "IoU": 0.6146994221058689, + "TN": 111023236, + "TP": 75841, + "n_pred": 118671, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8279175904195616, + "FN": 11228, + "FP": 7323, + "IoU": 0.706364658024281, + "TN": 111083438, + "TP": 44626, + "n_pred": 51949, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.935301727492024, + "FN": 9878, + "FP": 16728, + "IoU": 0.8784664647655068, + "TN": 96902106, + "TP": 192313, + "n_pred": 209041, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6911686070967696, + "FN": 25929, + "FP": 17388, + "IoU": 0.52808070683851, + "TN": 97029236, + "TP": 48472, + "n_pred": 65860, + "n_ref": 74401 + }, + "11": { + "Dice": 0.05276256844201095, + "FN": 3806, + "FP": 0, + "IoU": 0.0270961145194274, + "TN": 97117113, + "TP": 106, + "n_pred": 106, + "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": 0.6214006475856318, + "FN": 22680, + "FP": 12281, + "IoU": 0.4507478162508641, + "TN": 97057373, + "TP": 28691, + "n_pred": 40972, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8368111427210586, + "FN": 35798, + "FP": 2233, + "IoU": 0.719411243913236, + "TN": 96985485, + "TP": 97509, + "n_pred": 99742, + "n_ref": 133307 + }, + "15": { + "Dice": 0.18816870114927328, + "FN": 61385, + "FP": 0, + "IoU": 0.103855530737675, + "TN": 97052526, + "TP": 7114, + "n_pred": 7114, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6746696665204873, + "FN": 78933, + "FP": 6380, + "IoU": 0.5090577416644607, + "TN": 96947251, + "TP": 88461, + "n_pred": 94841, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8126426389348033, + "FN": 15813, + "FP": 78267, + "IoU": 0.6844128529306198, + "TN": 96822914, + "TP": 204031, + "n_pred": 282298, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7269894684364678, + "FN": 5567, + "FP": 3195, + "IoU": 0.5710789112982181, + "TN": 97100597, + "TP": 11666, + "n_pred": 14861, + "n_ref": 17233 + }, + "5": { + "Dice": 0.18136680228949728, + "FN": 11143, + "FP": 728, + "IoU": 0.09972698316396178, + "TN": 97107839, + "TP": 1315, + "n_pred": 2043, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9647872885210852, + "FN": 70119, + "FP": 40656, + "IoU": 0.9319700944772797, + "TN": 95492697, + "TP": 1517553, + "n_pred": 1558209, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7309507665338119, + "FN": 105773, + "FP": 56913, + "IoU": 0.575982985732828, + "TN": 96737347, + "TP": 220992, + "n_pred": 277905, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8033184945366248, + "FN": 10783, + "FP": 32957, + "IoU": 0.6712884680419344, + "TN": 96987960, + "TP": 89325, + "n_pred": 122282, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8070372384276718, + "FN": 26430, + "FP": 6573, + "IoU": 0.6764982650120567, + "TN": 97019007, + "TP": 69015, + "n_pred": 75588, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9532487215440448, + "FN": 12221, + "FP": 5917, + "IoU": 0.9106735679847133, + "TN": 78853352, + "TP": 184915, + "n_pred": 190832, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8296585447315273, + "FN": 13522, + "FP": 19119, + "IoU": 0.7089029795507041, + "TN": 78944274, + "TP": 79490, + "n_pred": 98609, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5925384469337384, + "FN": 34266, + "FP": 8656, + "IoU": 0.42099796306538423, + "TN": 78982274, + "TP": 31209, + "n_pred": 39865, + "n_ref": 65475 + }, + "14": { + "Dice": 0.0902676399026764, + "FN": 36023, + "FP": 1367, + "IoU": 0.047267167792075425, + "TN": 79017160, + "TP": 1855, + "n_pred": 3222, + "n_ref": 37878 + }, + "15": { + "Dice": 0.2096071273499188, + "FN": 32015, + "FP": 17134, + "IoU": 0.1170732583623756, + "TN": 79000739, + "TP": 6517, + "n_pred": 23651, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6390614625038623, + "FN": 15540, + "FP": 94264, + "IoU": 0.4695740806044123, + "TN": 78849394, + "TP": 97207, + "n_pred": 191471, + "n_ref": 112747 + }, + "3": { + "Dice": 0.0, + "FN": 121380, + "FP": 104, + "IoU": 0.0, + "TN": 78934921, + "TP": 0, + "n_pred": 104, + "n_ref": 121380 + }, + "4": { + "Dice": 0.623641965299173, + "FN": 4636, + "FP": 6, + "IoU": 0.45311027332704995, + "TN": 79047917, + "TP": 3846, + "n_pred": 3852, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5458238131505458, + "FN": 2808, + "FP": 770, + "IoU": 0.3753491620111732, + "TN": 79050677, + "TP": 2150, + "n_pred": 2920, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9467675882877015, + "FN": 54066, + "FP": 88138, + "IoU": 0.8989161155309385, + "TN": 77649613, + "TP": 1264588, + "n_pred": 1352726, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7968207641364753, + "FN": 152354, + "FP": 11660, + "IoU": 0.6622627289313175, + "TN": 78570779, + "TP": 321612, + "n_pred": 333272, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6001055574895284, + "FN": 4807, + "FP": 30804, + "IoU": 0.4286791484173204, + "TN": 78994074, + "TP": 26720, + "n_pred": 57524, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8069522340052084, + "FN": 21868, + "FP": 1779, + "IoU": 0.6763788148350897, + "TN": 78983335, + "TP": 49423, + "n_pred": 51202, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8956994958859078, + "FN": 9991, + "FP": 42044, + "IoU": 0.811101228831249, + "TN": 122436475, + "TP": 223430, + "n_pred": 265474, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7352660857387381, + "FN": 34793, + "FP": 19649, + "IoU": 0.5813602983582606, + "TN": 122581895, + "TP": 75603, + "n_pred": 95252, + "n_ref": 110396 + }, + "11": { + "Dice": 0.022227476944904234, + "FN": 4135, + "FP": 0, + "IoU": 0.011238641798182687, + "TN": 122707758, + "TP": 47, + "n_pred": 47, + "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": 0.3571450746639347, + "FN": 36544, + "FP": 25577, + "IoU": 0.2173929475792736, + "TN": 122632563, + "TP": 17256, + "n_pred": 42833, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8106519502996065, + "FN": 33220, + "FP": 1571, + "IoU": 0.681593542364505, + "TN": 122602674, + "TP": 74475, + "n_pred": 76046, + "n_ref": 107695 + }, + "15": { + "Dice": 0.5417750876796018, + "FN": 31934, + "FP": 468, + "IoU": 0.3715305390150707, + "TN": 122660383, + "TP": 19155, + "n_pred": 19623, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5332050864958909, + "FN": 80397, + "FP": 18606, + "IoU": 0.36351713629963933, + "TN": 122556393, + "TP": 56544, + "n_pred": 75150, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7240160844562258, + "FN": 4808, + "FP": 102741, + "IoU": 0.5674178770095849, + "TN": 122463319, + "TP": 141072, + "n_pred": 243813, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7456930975470621, + "FN": 9919, + "FP": 27974, + "IoU": 0.5945060942332181, + "TN": 122618491, + "TP": 55556, + "n_pred": 83530, + "n_ref": 65475 + }, + "5": { + "Dice": 0.3328885002991119, + "FN": 13592, + "FP": 905, + "IoU": 0.19967980567516838, + "TN": 122693826, + "TP": 3617, + "n_pred": 4522, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9477771430510947, + "FN": 63313, + "FP": 118243, + "IoU": 0.9007380297737798, + "TN": 120882881, + "TP": 1647503, + "n_pred": 1765746, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6175209448744984, + "FN": 197832, + "FP": 258516, + "IoU": 0.446676528360453, + "TN": 121887200, + "TP": 368392, + "n_pred": 626908, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7506489397233144, + "FN": 8342, + "FP": 76768, + "IoU": 0.6008310742995432, + "TN": 122498722, + "TP": 128108, + "n_pred": 204876, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8573349985589394, + "FN": 7816, + "FP": 14459, + "IoU": 0.7502942660164789, + "TN": 122622735, + "TP": 66930, + "n_pred": 81389, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2953098/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset543_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_pe66__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_002/summary.json b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e46e90ed81ce36e522df688dea14c814e5765b1 --- /dev/null +++ b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8085570174733789, + "FN": 18046.38533333333, + "FP": 10924.702666666668, + "IoU": 0.7147658480037403, + "TN": 96259445.60666664, + "TP": 168544.14533333332, + "n_pred": 179468.84799999997, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9376306953197237, + "FN": 8268.16, + "FP": 7763.78, + "IoU": 0.9000839198974079, + "TN": 96254908.92, + "TP": 186019.98, + "n_pred": 193783.76, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7796810210012386, + "FN": 16062.5, + "FP": 12116.6, + "IoU": 0.6618713478197595, + "TN": 96370621.68, + "TP": 58160.06, + "n_pred": 70276.66, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7195734702673662, + "FN": 1215.8, + "FP": 548.24, + "IoU": 0.5751684467760136, + "TN": 96452712.22, + "TP": 2484.58, + "n_pred": 3032.82, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6739543930218207, + "FN": 1766.68, + "FP": 473.56, + "IoU": 0.5240618486547945, + "TN": 96452250.62, + "TP": 2469.98, + "n_pred": 2943.54, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6644136544911359, + "FN": 21234.86, + "FP": 11740.08, + "IoU": 0.5253445146523881, + "TN": 96387362.62, + "TP": 36623.28, + "n_pred": 48363.36, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7834363517380581, + "FN": 26435.3, + "FP": 17446.14, + "IoU": 0.6863459372293491, + "TN": 96301156.56, + "TP": 111922.84, + "n_pred": 129368.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6296226208899087, + "FN": 17213.04, + "FP": 11537.48, + "IoU": 0.5062072408064265, + "TN": 96391376.32, + "TP": 36834.0, + "n_pred": 48371.48, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9311231688301502, + "FN": 13552.96, + "FP": 7172.9, + "IoU": 0.8786598668986211, + "TN": 96292946.24, + "TP": 143288.74, + "n_pred": 150461.64, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9413571144903377, + "FN": 7526.36, + "FP": 12284.4, + "IoU": 0.8933605980053632, + "TN": 96281273.86, + "TP": 155876.22, + "n_pred": 168160.62, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7309098475591514, + "FN": 5767.16, + "FP": 4651.24, + "IoU": 0.6403721102794286, + "TN": 96425732.1, + "TP": 20810.34, + "n_pred": 25461.58, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7360243105631527, + "FN": 6723.58, + "FP": 2110.16, + "IoU": 0.6006249634016767, + "TN": 96437698.52, + "TP": 10428.58, + "n_pred": 12538.74, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9624591626746948, + "FN": 66081.6, + "FP": 34339.02, + "IoU": 0.9292363456427742, + "TN": 95063398.2, + "TP": 1293142.02, + "n_pred": 1327481.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8242864966296153, + "FN": 61296.12, + "FP": 23293.88, + "IoU": 0.7322361190428639, + "TN": 96094742.3, + "TP": 277628.54, + "n_pred": 300922.42, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9298279949563246, + "FN": 8862.1, + "FP": 10051.18, + "IoU": 0.8709412300978072, + "TN": 96314540.48, + "TP": 123507.08, + "n_pred": 133558.26, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8840549596680032, + "FN": 8689.56, + "FP": 8341.88, + "IoU": 0.7969732308514307, + "TN": 96370963.46, + "TP": 68965.94, + "n_pred": 77307.82, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9462241462241462, + "FN": 4166, + "FP": 5896, + "IoU": 0.8979368267299617, + "TN": 119494734, + "TP": 88524, + "n_pred": 94420, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7747325133281622, + "FN": 12412, + "FP": 24180, + "IoU": 0.6322966386976838, + "TN": 119493805, + "TP": 62923, + "n_pred": 87103, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7284435369875922, + "FN": 1227, + "FP": 502, + "IoU": 0.5728754940711462, + "TN": 119589272, + "TP": 2319, + "n_pred": 2821, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7636686259288011, + "FN": 1022, + "FP": 1109, + "IoU": 0.6176892716182275, + "TN": 119587746, + "TP": 3443, + "n_pred": 4552, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5684561626429478, + "FN": 24125, + "FP": 19347, + "IoU": 0.3970930877621214, + "TN": 119521216, + "TP": 28632, + "n_pred": 47979, + "n_ref": 52757 + }, + "14": { + "Dice": 0.347968675083906, + "FN": 193054, + "FP": 10934, + "IoU": 0.21063079727109849, + "TN": 119334901, + "TP": 54431, + "n_pred": 65365, + "n_ref": 247485 + }, + "15": { + "Dice": 0.00532653890329473, + "FN": 32332, + "FP": 165985, + "IoU": 0.002670381396845832, + "TN": 119394472, + "TP": 531, + "n_pred": 166516, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9566645538812801, + "FN": 4204, + "FP": 8171, + "IoU": 0.9169290255019501, + "TN": 119444351, + "TP": 136594, + "n_pred": 144765, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9545011107323781, + "FN": 7962, + "FP": 7522, + "IoU": 0.9129623383923553, + "TN": 119415420, + "TP": 162416, + "n_pred": 169938, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8430257286417671, + "FN": 19233, + "FP": 2542, + "IoU": 0.7286469107494454, + "TN": 119513074, + "TP": 58471, + "n_pred": 61013, + "n_ref": 77704 + }, + "5": { + "Dice": 0.2137275552261705, + "FN": 56045, + "FP": 4428, + "IoU": 0.11965003202701915, + "TN": 119524628, + "TP": 8219, + "n_pred": 12647, + "n_ref": 64264 + }, + "6": { + "Dice": 0.968816393840675, + "FN": 32817, + "FP": 41157, + "IoU": 0.9395188093118173, + "TN": 118370229, + "TP": 1149117, + "n_pred": 1190274, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 27122, + "IoU": 0.0, + "TN": 119566198, + "TP": 0, + "n_pred": 27122, + "n_ref": 0 + }, + "8": { + "Dice": 0.9137181130432176, + "FN": 27374, + "FP": 21565, + "IoU": 0.8411427310115591, + "TN": 119285251, + "TP": 259130, + "n_pred": 280695, + "n_ref": 286504 + }, + "9": { + "Dice": 0.857754512934547, + "FN": 14430, + "FP": 6168, + "IoU": 0.750937099465551, + "TN": 119510618, + "TP": 62104, + "n_pred": 68272, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582498222021077, + "FN": 10708, + "FP": 4790, + "IoU": 0.9198460846224263, + "TN": 72632307, + "TP": 177855, + "n_pred": 182645, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7454025886703648, + "FN": 13021, + "FP": 24844, + "IoU": 0.5941368776461761, + "TN": 72732365, + "TP": 55430, + "n_pred": 80274, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7000422475707647, + "FN": 590, + "FP": 830, + "IoU": 0.5385115372115697, + "TN": 72822583, + "TP": 1657, + "n_pred": 2487, + "n_ref": 2247 + }, + "12": { + "Dice": 0.65417615128699, + "FN": 1006, + "FP": 969, + "IoU": 0.4860785844392402, + "TN": 72821817, + "TP": 1868, + "n_pred": 2837, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6565506768380216, + "FN": 22513, + "FP": 6436, + "IoU": 0.4887052049665307, + "TN": 72769041, + "TP": 27670, + "n_pred": 34106, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8799386910784742, + "FN": 3403, + "FP": 16650, + "IoU": 0.7856165408710898, + "TN": 72732122, + "TP": 73485, + "n_pred": 90135, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7375254138832413, + "FN": 17088, + "FP": 986, + "IoU": 0.5841903052890699, + "TN": 72782193, + "TP": 25393, + "n_pred": 26379, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9629982224271678, + "FN": 6365, + "FP": 3585, + "IoU": 0.9286370026106664, + "TN": 72686232, + "TP": 129478, + "n_pred": 133063, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9662606058474321, + "FN": 3527, + "FP": 5106, + "IoU": 0.9347235979524094, + "TN": 72693407, + "TP": 123620, + "n_pred": 128726, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8452142206016409, + "FN": 3830, + "FP": 4660, + "IoU": 0.7319229554783707, + "TN": 72793990, + "TP": 23180, + "n_pred": 27840, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7471146622959776, + "FN": 3169, + "FP": 534, + "IoU": 0.596315273084051, + "TN": 72816487, + "TP": 5470, + "n_pred": 6004, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9631160877748346, + "FN": 44650, + "FP": 44438, + "IoU": 0.9288562359000978, + "TN": 71573435, + "TP": 1163137, + "n_pred": 1207575, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8988963549120657, + "FN": 28786, + "FP": 18475, + "IoU": 0.8163594398420865, + "TN": 72568304, + "TP": 210095, + "n_pred": 228570, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9268886377466747, + "FN": 4884, + "FP": 3526, + "IoU": 0.8637394685677252, + "TN": 72763940, + "TP": 53310, + "n_pred": 56836, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8514177998108259, + "FN": 14525, + "FP": 7624, + "IoU": 0.7412772021633239, + "TN": 72740051, + "TP": 63460, + "n_pred": 71084, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652586447079219, + "FN": 10595, + "FP": 7361, + "IoU": 0.93285016566817, + "TN": 71542086, + "TP": 249446, + "n_pred": 256807, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8557884148340809, + "FN": 16724, + "FP": 9225, + "IoU": 0.7479284652671867, + "TN": 71706545, + "TP": 76994, + "n_pred": 86219, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6803128640372774, + "FN": 1325, + "FP": 596, + "IoU": 0.5155107187894074, + "TN": 71805523, + "TP": 2044, + "n_pred": 2640, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5788092835519677, + "FN": 3641, + "FP": 533, + "IoU": 0.40727066174382276, + "TN": 71802446, + "TP": 2868, + "n_pred": 3401, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7676595895446372, + "FN": 20567, + "FP": 5664, + "IoU": 0.6229281966506145, + "TN": 71739923, + "TP": 43334, + "n_pred": 48998, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8371863224741108, + "FN": 140913, + "FP": 7379, + "IoU": 0.7199660088754603, + "TN": 71279938, + "TP": 381258, + "n_pred": 388637, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6338062334607468, + "FN": 94440, + "FP": 5194, + "IoU": 0.46392118671882143, + "TN": 71623631, + "TP": 86223, + "n_pred": 91417, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9438712905901466, + "FN": 9183, + "FP": 7193, + "IoU": 0.8937085813314987, + "TN": 71655421, + "TP": 137691, + "n_pred": 144884, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9496093307666176, + "FN": 8889, + "FP": 9801, + "IoU": 0.9040534713238465, + "TN": 71614692, + "TP": 176106, + "n_pred": 185907, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7470084431756059, + "FN": 1677, + "FP": 6653, + "IoU": 0.596179949583091, + "TN": 71788860, + "TP": 12298, + "n_pred": 18951, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8460457647531112, + "FN": 1913, + "FP": 1155, + "IoU": 0.7331709862584798, + "TN": 71797990, + "TP": 8430, + "n_pred": 9585, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9706776523432906, + "FN": 43221, + "FP": 29579, + "IoU": 0.9430259185114113, + "TN": 70531714, + "TP": 1204974, + "n_pred": 1234553, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.924873965399863, + "FN": 23890, + "FP": 10429, + "IoU": 0.8602470181496851, + "TN": 71563919, + "TP": 211250, + "n_pred": 221679, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9373539153802888, + "FN": 6242, + "FP": 3782, + "IoU": 0.8820941694014138, + "TN": 71724471, + "TP": 74993, + "n_pred": 78775, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8674890755514942, + "FN": 14108, + "FP": 8514, + "IoU": 0.765987379745526, + "TN": 71712818, + "TP": 74048, + "n_pred": 82562, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708003913253103, + "FN": 6799, + "FP": 5677, + "IoU": 0.9432576374328584, + "TN": 135225639, + "TP": 207395, + "n_pred": 213072, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8375428132062723, + "FN": 13242, + "FP": 14648, + "IoU": 0.7204934708317048, + "TN": 135345727, + "TP": 71893, + "n_pred": 86541, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6971840754612291, + "FN": 1034, + "FP": 1149, + "IoU": 0.5351362862010222, + "TN": 135440814, + "TP": 2513, + "n_pred": 3662, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6939921392476137, + "FN": 2418, + "FP": 307, + "IoU": 0.531384350816853, + "TN": 135439695, + "TP": 3090, + "n_pred": 3397, + "n_ref": 5508 + }, + "13": { + "Dice": 0.764508562637141, + "FN": 10261, + "FP": 8413, + "IoU": 0.6187890417670355, + "TN": 135396524, + "TP": 30312, + "n_pred": 38725, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9025581220887807, + "FN": 10672, + "FP": 17904, + "IoU": 0.8224199752670598, + "TN": 135284591, + "TP": 132343, + "n_pred": 150247, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6053096015921294, + "FN": 27119, + "FP": 4414, + "IoU": 0.434010015615745, + "TN": 135389797, + "TP": 24180, + "n_pred": 28594, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9632649516567922, + "FN": 9885, + "FP": 5343, + "IoU": 0.9291331986857904, + "TN": 135230628, + "TP": 199654, + "n_pred": 204997, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9437217909369923, + "FN": 17774, + "FP": 7164, + "IoU": 0.8934405565122271, + "TN": 135211481, + "TP": 209091, + "n_pred": 216255, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8633382205417085, + "FN": 3277, + "FP": 7349, + "IoU": 0.7595383570943652, + "TN": 135401320, + "TP": 33564, + "n_pred": 40913, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6045614585902985, + "FN": 14565, + "FP": 3068, + "IoU": 0.4332411931087683, + "TN": 135414398, + "TP": 13479, + "n_pred": 16547, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9658969339284007, + "FN": 51217, + "FP": 62554, + "IoU": 0.9340431970651597, + "TN": 133720578, + "TP": 1611161, + "n_pred": 1673715, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.885290127722747, + "FN": 26033, + "FP": 18783, + "IoU": 0.7941888286269305, + "TN": 135227757, + "TP": 172937, + "n_pred": 191720, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9107957940549556, + "FN": 34317, + "FP": 15694, + "IoU": 0.8362029719346397, + "TN": 135140187, + "TP": 255312, + "n_pred": 271006, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8593533710336835, + "FN": 17950, + "FP": 8264, + "IoU": 0.7533914090575552, + "TN": 135339212, + "TP": 80084, + "n_pred": 88348, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9242145999041051, + "FN": 12378, + "FP": 27611, + "IoU": 0.8591068440059896, + "TN": 105470180, + "TP": 243836, + "n_pred": 271447, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3692136178981951, + "FN": 38627, + "FP": 36060, + "IoU": 0.2264021958672122, + "TN": 105657460, + "TP": 21858, + "n_pred": 57918, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6796937953263498, + "FN": 782, + "FP": 808, + "IoU": 0.5148001220628624, + "TN": 105750728, + "TP": 1687, + "n_pred": 2495, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6247040802116697, + "FN": 2161, + "FP": 534, + "IoU": 0.45423248278655326, + "TN": 105749067, + "TP": 2243, + "n_pred": 2777, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5186513409961686, + "FN": 47060, + "FP": 15756, + "IoU": 0.350121045335099, + "TN": 105657347, + "TP": 33842, + "n_pred": 49598, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9322718599907889, + "FN": 19781, + "FP": 5954, + "IoU": 0.8731359838308151, + "TN": 105551150, + "TP": 177120, + "n_pred": 183074, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7272490278290717, + "FN": 11194, + "FP": 1361, + "IoU": 0.5713993104154577, + "TN": 105724712, + "TP": 16738, + "n_pred": 18099, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9336439508136997, + "FN": 13222, + "FP": 6631, + "IoU": 0.8755461663354668, + "TN": 105594484, + "TP": 139668, + "n_pred": 146299, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9499266308358875, + "FN": 7354, + "FP": 9947, + "IoU": 0.90462881807207, + "TN": 105572598, + "TP": 164106, + "n_pred": 174053, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6007327098349914, + "FN": 20685, + "FP": 6125, + "IoU": 0.42931948317333274, + "TN": 105707026, + "TP": 20169, + "n_pred": 26294, + "n_ref": 40854 + }, + "5": { + "Dice": 0.774540599968588, + "FN": 2502, + "FP": 3240, + "IoU": 0.6320410124959949, + "TN": 105738400, + "TP": 9863, + "n_pred": 13103, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9604787325641467, + "FN": 75298, + "FP": 44960, + "IoU": 0.9239625610867225, + "TN": 104172442, + "TP": 1461305, + "n_pred": 1506265, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8258287208038619, + "FN": 39658, + "FP": 56820, + "IoU": 0.7033290078166801, + "TN": 105428803, + "TP": 228724, + "n_pred": 285544, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7730346344145135, + "FN": 4299, + "FP": 45243, + "IoU": 0.6300378609673589, + "TN": 105620094, + "TP": 84369, + "n_pred": 129612, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8299773321708805, + "FN": 15308, + "FP": 9069, + "IoU": 0.70936859173065, + "TN": 105670129, + "TP": 59499, + "n_pred": 68568, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674514712602571, + "FN": 9789, + "FP": 6593, + "IoU": 0.9369549656334906, + "TN": 96878034, + "TP": 243464, + "n_pred": 250057, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8412399225988724, + "FN": 11931, + "FP": 26056, + "IoU": 0.7259828319988458, + "TN": 96999250, + "TP": 100643, + "n_pred": 126699, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8010524777079374, + "FN": 821, + "FP": 540, + "IoU": 0.6681297244574494, + "TN": 97133779, + "TP": 2740, + "n_pred": 3280, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8238317757009346, + "FN": 992, + "FP": 516, + "IoU": 0.7004370282081843, + "TN": 97132846, + "TP": 3526, + "n_pred": 4042, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7196715879385884, + "FN": 10803, + "FP": 19653, + "IoU": 0.562099209202013, + "TN": 97068330, + "TP": 39094, + "n_pred": 58747, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8992426200178909, + "FN": 38283, + "FP": 12403, + "IoU": 0.8169308117947903, + "TN": 96861012, + "TP": 226182, + "n_pred": 238585, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6397100801747462, + "FN": 9486, + "FP": 5029, + "IoU": 0.47027480748877776, + "TN": 97110479, + "TP": 12886, + "n_pred": 17915, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9434449065726189, + "FN": 7459, + "FP": 8192, + "IoU": 0.8929443551421047, + "TN": 96991685, + "TP": 130544, + "n_pred": 138736, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9457006409769197, + "FN": 9152, + "FP": 7994, + "IoU": 0.8969944189790757, + "TN": 96971423, + "TP": 149311, + "n_pred": 157305, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9062374666503915, + "FN": 1511, + "FP": 3866, + "IoU": 0.8285504750972514, + "TN": 97106518, + "TP": 25985, + "n_pred": 29851, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8045572957534289, + "FN": 1816, + "FP": 4411, + "IoU": 0.6730203738710355, + "TN": 97118836, + "TP": 12817, + "n_pred": 17228, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9745292328416733, + "FN": 49134, + "FP": 26725, + "IoU": 0.950323757684661, + "TN": 95610812, + "TP": 1451209, + "n_pred": 1477934, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9369744028942505, + "FN": 15203, + "FP": 16956, + "IoU": 0.8814222399209457, + "TN": 96866674, + "TP": 239047, + "n_pred": 256003, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9286134141814132, + "FN": 7990, + "FP": 10470, + "IoU": 0.8667398177959372, + "TN": 96999354, + "TP": 120066, + "n_pred": 130536, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8383322711568779, + "FN": 6097, + "FP": 18002, + "IoU": 0.7216627012543023, + "TN": 97051298, + "TP": 62483, + "n_pred": 80485, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651879113315623, + "FN": 3828, + "FP": 8412, + "IoU": 0.9327180479438877, + "TN": 130584871, + "TP": 169681, + "n_pred": 178093, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8472259700162532, + "FN": 9744, + "FP": 14601, + "IoU": 0.7349453995144204, + "TN": 130674943, + "TP": 67504, + "n_pred": 82105, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7518185180618913, + "FN": 1000, + "FP": 1013, + "IoU": 0.6023310944290794, + "TN": 130761730, + "TP": 3049, + "n_pred": 4062, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8218073188946975, + "FN": 577, + "FP": 616, + "IoU": 0.6975152129817445, + "TN": 130762848, + "TP": 2751, + "n_pred": 3367, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7465642908807656, + "FN": 21113, + "FP": 6217, + "IoU": 0.5956143465909091, + "TN": 130699208, + "TP": 40254, + "n_pred": 46471, + "n_ref": 61367 + }, + "14": { + "Dice": 0.946499397893389, + "FN": 4194, + "FP": 13355, + "IoU": 0.8984327071106945, + "TN": 130594010, + "TP": 155233, + "n_pred": 168588, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7106344721294632, + "FN": 12191, + "FP": 1327, + "IoU": 0.5511505129993027, + "TN": 130736675, + "TP": 16599, + "n_pred": 17926, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9606999692104421, + "FN": 5640, + "FP": 7507, + "IoU": 0.9243721165682992, + "TN": 130592954, + "TP": 160691, + "n_pred": 168198, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9568713406395436, + "FN": 6708, + "FP": 7656, + "IoU": 0.9173090318755145, + "TN": 130593085, + "TP": 159343, + "n_pred": 166999, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9065672190912588, + "FN": 2831, + "FP": 2756, + "IoU": 0.8291019209592561, + "TN": 130734100, + "TP": 27105, + "n_pred": 29861, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7211400009930322, + "FN": 9523, + "FP": 7326, + "IoU": 0.5638928432768215, + "TN": 130728157, + "TP": 21786, + "n_pred": 29112, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9655118884949322, + "FN": 30963, + "FP": 62348, + "IoU": 0.9333233294389601, + "TN": 129367337, + "TP": 1306144, + "n_pred": 1368492, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9476544525550742, + "FN": 25834, + "FP": 20534, + "IoU": 0.9005164271906317, + "TN": 130300705, + "TP": 419719, + "n_pred": 440253, + "n_ref": 445553 + }, + "8": { + "Dice": 0.899945765032675, + "FN": 12014, + "FP": 36505, + "IoU": 0.8180921780273918, + "TN": 130500069, + "TP": 218204, + "n_pred": 254709, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8959601549529607, + "FN": 12984, + "FP": 7696, + "IoU": 0.8115288220551379, + "TN": 130657067, + "TP": 89045, + "n_pred": 96741, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9150336456516813, + "FN": 15094, + "FP": 19402, + "IoU": 0.843375135076233, + "TN": 72015762, + "TP": 185750, + "n_pred": 205152, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5451593920577911, + "FN": 35797, + "FP": 9033, + "IoU": 0.37472104440973, + "TN": 72164312, + "TP": 26866, + "n_pred": 35899, + "n_ref": 62663 + }, + "11": { + "Dice": 0.68001800180018, + "FN": 1176, + "FP": 246, + "IoU": 0.5151721786566655, + "TN": 72233075, + "TP": 1511, + "n_pred": 1757, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6346715889863098, + "FN": 2008, + "FP": 367, + "IoU": 0.46484903109508785, + "TN": 72231570, + "TP": 2063, + "n_pred": 2430, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5450324203827548, + "FN": 40976, + "FP": 8211, + "IoU": 0.3746010756652977, + "TN": 72157359, + "TP": 29462, + "n_pred": 37673, + "n_ref": 70438 + }, + "14": { + "Dice": 0.48530188662350804, + "FN": 19646, + "FP": 95318, + "IoU": 0.32039512186471036, + "TN": 72066845, + "TP": 54199, + "n_pred": 149517, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5396959657902775, + "FN": 5346, + "FP": 33836, + "IoU": 0.3695778092418587, + "TN": 72173856, + "TP": 22970, + "n_pred": 56806, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8676083972651661, + "FN": 26475, + "FP": 4294, + "IoU": 0.7661734643473239, + "TN": 72104419, + "TP": 100820, + "n_pred": 105114, + "n_ref": 127295 + }, + "3": { + "Dice": 0.887062672482863, + "FN": 8816, + "FP": 31780, + "IoU": 0.7970463839700839, + "TN": 72035982, + "TP": 159430, + "n_pred": 191210, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 57175, + "IoU": 0.0, + "TN": 72178833, + "TP": 0, + "n_pred": 57175, + "n_ref": 0 + }, + "5": { + "Dice": 0.836971812640025, + "FN": 195, + "FP": 2934, + "IoU": 0.719648776991309, + "TN": 72224847, + "TP": 8032, + "n_pred": 10966, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8958976293289409, + "FN": 239888, + "FP": 55701, + "IoU": 0.8114262346746216, + "TN": 70668510, + "TP": 1271909, + "n_pred": 1327610, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6984569163188251, + "FN": 106085, + "FP": 95252, + "IoU": 0.5366375689565099, + "TN": 71801495, + "TP": 233176, + "n_pred": 328428, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9290085032858749, + "FN": 6015, + "FP": 3394, + "IoU": 0.8674284587096501, + "TN": 72165035, + "TP": 61564, + "n_pred": 64958, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6950752223892575, + "FN": 18873, + "FP": 8104, + "IoU": 0.5326553946365463, + "TN": 72178284, + "TP": 30747, + "n_pred": 38851, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8993232994330044, + "FN": 8655, + "FP": 9332, + "IoU": 0.8170639925145438, + "TN": 52454796, + "TP": 80337, + "n_pred": 89669, + "n_ref": 88992 + }, + "10": { + "Dice": 0.20751676307231862, + "FN": 39973, + "FP": 15103, + "IoU": 0.11577054602083901, + "TN": 52490833, + "TP": 7211, + "n_pred": 22314, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0681531342027766, + "FN": 1961, + "FP": 254, + "IoU": 0.035278745644599305, + "TN": 52550824, + "TP": 81, + "n_pred": 335, + "n_ref": 2042 + }, + "12": { + "Dice": 0.2982680036463081, + "FN": 3248, + "FP": 601, + "IoU": 0.175273194771802, + "TN": 52548453, + "TP": 818, + "n_pred": 1419, + "n_ref": 4066 + }, + "13": { + "Dice": 0.36269462192171703, + "FN": 15768, + "FP": 4780, + "IoU": 0.2215192271263497, + "TN": 52526725, + "TP": 5847, + "n_pred": 10627, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4182394399508065, + "FN": 38153, + "FP": 11043, + "IoU": 0.2644138755980861, + "TN": 52486240, + "TP": 17684, + "n_pred": 28727, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 27878, + "IoU": 0.0, + "TN": 52499973, + "TP": 0, + "n_pred": 27878, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6039972915768989, + "FN": 71296, + "FP": 12337, + "IoU": 0.4326619768948465, + "TN": 52405707, + "TP": 63780, + "n_pred": 76117, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7703731712282947, + "FN": 10662, + "FP": 68286, + "IoU": 0.6265097289702383, + "TN": 52341741, + "TP": 132431, + "n_pred": 200717, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 597, + "IoU": 0.0, + "TN": 52550643, + "TP": 0, + "n_pred": 597, + "n_ref": 1880 + }, + "5": { + "Dice": 0.781385954008701, + "FN": 1253, + "FP": 1561, + "IoU": 0.6412087211526202, + "TN": 52545277, + "TP": 5029, + "n_pred": 6590, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9263463155297516, + "FN": 72628, + "FP": 38717, + "IoU": 0.8627980594942215, + "TN": 51741579, + "TP": 700196, + "n_pred": 738913, + "n_ref": 772824 + }, + "7": { + "Dice": 0.47674475843553926, + "FN": 130112, + "FP": 8075, + "IoU": 0.31297759261008556, + "TN": 52351981, + "TP": 62952, + "n_pred": 71027, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8733412322274882, + "FN": 7935, + "FP": 7031, + "IoU": 0.7751603743821642, + "TN": 52486557, + "TP": 51597, + "n_pred": 58628, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8542496093928756, + "FN": 12754, + "FP": 9541, + "IoU": 0.7455809017356871, + "TN": 52465489, + "TP": 65336, + "n_pred": 74877, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730361793696106, + "FN": 12707, + "FP": 2812, + "IoU": 0.9474882754606915, + "TN": 143841716, + "TP": 280015, + "n_pred": 282827, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8682788292393446, + "FN": 16343, + "FP": 8517, + "IoU": 0.7672197460579048, + "TN": 144030454, + "TP": 81936, + "n_pred": 90453, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6802782545848767, + "FN": 2854, + "FP": 685, + "IoU": 0.5154709748083242, + "TN": 144129946, + "TP": 3765, + "n_pred": 4450, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6542541675687378, + "FN": 2624, + "FP": 570, + "IoU": 0.48616473616473616, + "TN": 144131034, + "TP": 3022, + "n_pred": 3592, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8438731348104128, + "FN": 19385, + "FP": 12036, + "IoU": 0.729913956866689, + "TN": 144020913, + "TP": 84916, + "n_pred": 96952, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9605699581685455, + "FN": 18690, + "FP": 13443, + "IoU": 0.9241314177104608, + "TN": 143713715, + "TP": 391402, + "n_pred": 404845, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8508648113426169, + "FN": 2472, + "FP": 4607, + "IoU": 0.7404392622740439, + "TN": 144109977, + "TP": 20194, + "n_pred": 24801, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9631125228496126, + "FN": 4474, + "FP": 5757, + "IoU": 0.9288496042950332, + "TN": 143993456, + "TP": 133563, + "n_pred": 139320, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9627421161011682, + "FN": 6121, + "FP": 6888, + "IoU": 0.9281608084601154, + "TN": 143956165, + "TP": 168076, + "n_pred": 174964, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9245431378307455, + "FN": 2374, + "FP": 5591, + "IoU": 0.8596747766952662, + "TN": 144080489, + "TP": 48796, + "n_pred": 54387, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7405717596364493, + "FN": 11680, + "FP": 2649, + "IoU": 0.5880221960265662, + "TN": 144102469, + "TP": 20452, + "n_pred": 23101, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9754639010225906, + "FN": 42378, + "FP": 23836, + "IoU": 0.952103007396423, + "TN": 142754825, + "TP": 1316211, + "n_pred": 1340047, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9366389273684661, + "FN": 19510, + "FP": 11547, + "IoU": 0.8808286775540275, + "TN": 143876642, + "TP": 229551, + "n_pred": 241098, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8863836894829503, + "FN": 13131, + "FP": 42239, + "IoU": 0.7959507068205605, + "TN": 143865894, + "TP": 215986, + "n_pred": 258225, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8898742307772, + "FN": 8564, + "FP": 12696, + "IoU": 0.8015976706857292, + "TN": 144030094, + "TP": 85896, + "n_pred": 98592, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651931778628611, + "FN": 8810, + "FP": 5990, + "IoU": 0.932727884291961, + "TN": 111558918, + "TP": 205202, + "n_pred": 211192, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6756959196453788, + "FN": 18488, + "FP": 7923, + "IoU": 0.510227167362077, + "TN": 111724995, + "TP": 27514, + "n_pred": 35437, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6844081632653061, + "FN": 1699, + "FP": 234, + "IoU": 0.5202283445023579, + "TN": 111774891, + "TP": 2096, + "n_pred": 2330, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5892697466467959, + "FN": 2683, + "FP": 73, + "IoU": 0.4177054722163533, + "TN": 111774187, + "TP": 1977, + "n_pred": 2050, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7149159987669543, + "FN": 15836, + "FP": 13758, + "IoU": 0.5563184959745731, + "TN": 111712219, + "TP": 37107, + "n_pred": 50865, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8425433595996489, + "FN": 8469, + "FP": 22743, + "IoU": 0.7279264986619479, + "TN": 111664201, + "TP": 83507, + "n_pred": 106250, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3979841612670986, + "FN": 7968, + "FP": 394, + "IoU": 0.24842710767571455, + "TN": 111767794, + "TP": 2764, + "n_pred": 3158, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9638794292033889, + "FN": 8466, + "FP": 6362, + "IoU": 0.930277282751292, + "TN": 111566249, + "TP": 197843, + "n_pred": 204205, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9356624488276889, + "FN": 3100, + "FP": 5198, + "IoU": 0.8791031076533066, + "TN": 111710283, + "TP": 60339, + "n_pred": 65537, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8597893808237305, + "FN": 3085, + "FP": 2001, + "IoU": 0.7540618955512572, + "TN": 111758240, + "TP": 15594, + "n_pred": 17595, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6666076565611861, + "FN": 11354, + "FP": 3712, + "IoU": 0.4999336165693043, + "TN": 111748792, + "TP": 15062, + "n_pred": 18774, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9707663092722756, + "FN": 32149, + "FP": 40282, + "IoU": 0.9431932883832153, + "TN": 110503877, + "TP": 1202612, + "n_pred": 1242894, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8476030285425139, + "FN": 57483, + "FP": 7571, + "IoU": 0.735513064973187, + "TN": 111532957, + "TP": 180909, + "n_pred": 188480, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8984888683815896, + "FN": 35787, + "FP": 18773, + "IoU": 0.815687506545188, + "TN": 111482901, + "TP": 241459, + "n_pred": 260232, + "n_ref": 277246 + }, + "9": { + "Dice": 0.880683937954889, + "FN": 10702, + "FP": 8167, + "IoU": 0.7868054143221929, + "TN": 111690414, + "TP": 69637, + "n_pred": 77804, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8595017715400038, + "FN": 8936, + "FP": 42218, + "IoU": 0.7536195586209554, + "TN": 198880253, + "TP": 156468, + "n_pred": 198686, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7700225810574752, + "FN": 17944, + "FP": 9045, + "IoU": 0.626046112065621, + "TN": 199015703, + "TP": 45183, + "n_pred": 54228, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7409884801189149, + "FN": 1444, + "FP": 647, + "IoU": 0.588547815820543, + "TN": 199082793, + "TP": 2991, + "n_pred": 3638, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7357563850687623, + "FN": 1088, + "FP": 526, + "IoU": 0.581973581973582, + "TN": 199084014, + "TP": 2247, + "n_pred": 2773, + "n_ref": 3335 + }, + "13": { + "Dice": 0.34997996575966195, + "FN": 25986, + "FP": 9704, + "IoU": 0.21210649476798094, + "TN": 199042577, + "TP": 9608, + "n_pred": 19312, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5906362545018007, + "FN": 20872, + "FP": 15274, + "IoU": 0.4190800681431005, + "TN": 199025653, + "TP": 26076, + "n_pred": 41350, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7491837446663864, + "FN": 54814, + "FP": 1264, + "IoU": 0.5989558749910606, + "TN": 198948045, + "TP": 83752, + "n_pred": 85016, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9407640712014591, + "FN": 3978, + "FP": 11839, + "IoU": 0.8881534751833231, + "TN": 198946458, + "TP": 125600, + "n_pred": 137439, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9565665914303796, + "FN": 8087, + "FP": 3786, + "IoU": 0.9167490551617269, + "TN": 198945258, + "TP": 130744, + "n_pred": 134530, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8428733775943538, + "FN": 3028, + "FP": 2226, + "IoU": 0.7284193114855784, + "TN": 199068529, + "TP": 14092, + "n_pred": 16318, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6292720037453183, + "FN": 9315, + "FP": 3355, + "IoU": 0.45907868334542973, + "TN": 199064452, + "TP": 10753, + "n_pred": 14108, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9522055246527006, + "FN": 73562, + "FP": 35001, + "IoU": 0.9087712782004169, + "TN": 197897866, + "TP": 1081446, + "n_pred": 1116447, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8142992972598136, + "FN": 42271, + "FP": 9681, + "IoU": 0.6867663107375631, + "TN": 198922018, + "TP": 113905, + "n_pred": 123586, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9008741400242817, + "FN": 7052, + "FP": 17442, + "IoU": 0.8196278268297532, + "TN": 198952078, + "TP": 111303, + "n_pred": 128745, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9090510799667029, + "FN": 10029, + "FP": 8654, + "IoU": 0.8332664007210874, + "TN": 198975822, + "TP": 93370, + "n_pred": 102024, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9428614895235461, + "FN": 13941, + "FP": 6716, + "IoU": 0.8918996708374544, + "TN": 130884101, + "TP": 170434, + "n_pred": 177150, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8267375360825363, + "FN": 14127, + "FP": 14624, + "IoU": 0.7046484154296574, + "TN": 130977847, + "TP": 68594, + "n_pred": 83218, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7297263835582518, + "FN": 1124, + "FP": 1059, + "IoU": 0.5744639376218323, + "TN": 131070062, + "TP": 2947, + "n_pred": 4006, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7670510708401977, + "FN": 1143, + "FP": 978, + "IoU": 0.6221272047033671, + "TN": 131069579, + "TP": 3492, + "n_pred": 4470, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4609418442584475, + "FN": 58244, + "FP": 16401, + "IoU": 0.299496053829334, + "TN": 130968633, + "TP": 31914, + "n_pred": 48315, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8173650652937365, + "FN": 8668, + "FP": 12758, + "IoU": 0.6911389485519885, + "TN": 131005821, + "TP": 47945, + "n_pred": 60703, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7950858854648013, + "FN": 2630, + "FP": 10230, + "IoU": 0.6598693432780555, + "TN": 131037383, + "TP": 24949, + "n_pred": 35179, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9329681826573943, + "FN": 8658, + "FP": 13126, + "IoU": 0.8743583532315927, + "TN": 130901810, + "TP": 151598, + "n_pred": 164724, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9012185390040051, + "FN": 9943, + "FP": 29544, + "IoU": 0.8201981658728497, + "TN": 130855578, + "TP": 180127, + "n_pred": 209671, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8130236070577315, + "FN": 21403, + "FP": 2366, + "IoU": 0.6849534766588024, + "TN": 130999746, + "TP": 51677, + "n_pred": 54043, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8007234340973683, + "FN": 3852, + "FP": 1547, + "IoU": 0.6676720423488859, + "TN": 131058946, + "TP": 10847, + "n_pred": 12394, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9711995950039511, + "FN": 52155, + "FP": 31815, + "IoU": 0.9440116764025586, + "TN": 129575415, + "TP": 1415807, + "n_pred": 1447622, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8976040026604479, + "FN": 73379, + "FP": 87194, + "IoU": 0.814230099552851, + "TN": 130210827, + "TP": 703792, + "n_pred": 790986, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9072577133791965, + "FN": 8375, + "FP": 16120, + "IoU": 0.8302577144559862, + "TN": 130930885, + "TP": 119812, + "n_pred": 135932, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7571443044288063, + "FN": 16965, + "FP": 14198, + "IoU": 0.6091972761816381, + "TN": 130995451, + "TP": 48578, + "n_pred": 62776, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9389077618198738, + "FN": 6178, + "FP": 21067, + "IoU": 0.8848502778893091, + "TN": 101380595, + "TP": 209360, + "n_pred": 230427, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8314487552756901, + "FN": 8984, + "FP": 5952, + "IoU": 0.7115210043457267, + "TN": 101565425, + "TP": 36839, + "n_pred": 42791, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8319474386613284, + "FN": 907, + "FP": 730, + "IoU": 0.7122517138337142, + "TN": 101611511, + "TP": 4052, + "n_pred": 4782, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7903192584963955, + "FN": 1653, + "FP": 383, + "IoU": 0.653328792780521, + "TN": 101611327, + "TP": 3837, + "n_pred": 4220, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8307886160523307, + "FN": 6678, + "FP": 15077, + "IoU": 0.7105546759622676, + "TN": 101542039, + "TP": 53406, + "n_pred": 68483, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9104898346779922, + "FN": 886, + "FP": 11085, + "IoU": 0.8356873241369844, + "TN": 101544345, + "TP": 60884, + "n_pred": 71969, + "n_ref": 61770 + }, + "15": { + "Dice": 0.81819374733458, + "FN": 8325, + "FP": 2759, + "IoU": 0.692324774462179, + "TN": 101581175, + "TP": 24941, + "n_pred": 27700, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8902965224476338, + "FN": 31933, + "FP": 2670, + "IoU": 0.802283258957906, + "TN": 101442187, + "TP": 140410, + "n_pred": 143080, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9082977613038765, + "FN": 3279, + "FP": 30986, + "IoU": 0.8320013728181996, + "TN": 101413240, + "TP": 169695, + "n_pred": 200681, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7372043856630119, + "FN": 1219, + "FP": 9471, + "IoU": 0.5837875720292789, + "TN": 101591516, + "TP": 14994, + "n_pred": 24465, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7960654830846889, + "FN": 7346, + "FP": 4451, + "IoU": 0.661219918442364, + "TN": 101582378, + "TP": 23025, + "n_pred": 27476, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9767290650309608, + "FN": 58552, + "FP": 11740, + "IoU": 0.9545165719580547, + "TN": 100071758, + "TP": 1475150, + "n_pred": 1486890, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.955293708883712, + "FN": 31911, + "FP": 5146, + "IoU": 0.9144136653594409, + "TN": 101184222, + "TP": 395921, + "n_pred": 401067, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9591546806156586, + "FN": 12182, + "FP": 6535, + "IoU": 0.921515101958663, + "TN": 101378721, + "TP": 219762, + "n_pred": 226297, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9381892171764578, + "FN": 3535, + "FP": 6672, + "IoU": 0.8835747690201894, + "TN": 101529530, + "TP": 77463, + "n_pred": 84135, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694059725392254, + "FN": 8782, + "FP": 4019, + "IoU": 0.9406283625839487, + "TN": 118966604, + "TP": 202807, + "n_pred": 206826, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8693957366617403, + "FN": 13392, + "FP": 6845, + "IoU": 0.7689655566084048, + "TN": 119094619, + "TP": 67356, + "n_pred": 74201, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6947718763000971, + "FN": 1533, + "FP": 668, + "IoU": 0.532299192520187, + "TN": 119177506, + "TP": 2505, + "n_pred": 3173, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5983566940550991, + "FN": 2278, + "FP": 215, + "IoU": 0.42689655172413793, + "TN": 119177862, + "TP": 1857, + "n_pred": 2072, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7574020882396983, + "FN": 5256, + "FP": 12565, + "IoU": 0.6095311130587204, + "TN": 119136572, + "TP": 27819, + "n_pred": 40384, + "n_ref": 33075 + }, + "14": { + "Dice": 0.2685461005634713, + "FN": 50902, + "FP": 30620, + "IoU": 0.15509861432110025, + "TN": 119085725, + "TP": 14965, + "n_pred": 45585, + "n_ref": 65867 + }, + "15": { + "Dice": 0.048351947698174885, + "FN": 20010, + "FP": 7938, + "IoU": 0.024774931956172797, + "TN": 119153554, + "TP": 710, + "n_pred": 8648, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9447793244309735, + "FN": 13318, + "FP": 7743, + "IoU": 0.8953381470861556, + "TN": 118980983, + "TP": 180168, + "n_pred": 187911, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9606413159470082, + "FN": 12456, + "FP": 2666, + "IoU": 0.9242635200785312, + "TN": 118982546, + "TP": 184544, + "n_pred": 187210, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8880399360437441, + "FN": 6958, + "FP": 2215, + "IoU": 0.798625746399719, + "TN": 119136660, + "TP": 36379, + "n_pred": 38594, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8693642954105653, + "FN": 2672, + "FP": 1851, + "IoU": 0.7689163643795024, + "TN": 119162639, + "TP": 15050, + "n_pred": 16901, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9692323916281975, + "FN": 66168, + "FP": 40032, + "IoU": 0.9403015614345839, + "TN": 117403271, + "TP": 1672741, + "n_pred": 1712773, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9157464263828616, + "FN": 41342, + "FP": 5817, + "IoU": 0.8445869570232301, + "TN": 118878769, + "TP": 256284, + "n_pred": 262101, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9576178319773243, + "FN": 3952, + "FP": 2971, + "IoU": 0.9186820931461795, + "TN": 119097077, + "TP": 78212, + "n_pred": 81183, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9219403153219925, + "FN": 7777, + "FP": 5388, + "IoU": 0.8551848551848552, + "TN": 119091303, + "TP": 77744, + "n_pred": 83132, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30230, + "IoU": 0.0, + "TN": 61302250, + "TP": 0, + "n_pred": 30230, + "n_ref": 0 + }, + "10": { + "Dice": 0.7050754822106073, + "FN": 7853, + "FP": 14379, + "IoU": 0.5444915688323396, + "TN": 61283673, + "TP": 26575, + "n_pred": 40954, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8551236749116607, + "FN": 355, + "FP": 834, + "IoU": 0.7469135802469136, + "TN": 61327782, + "TP": 3509, + "n_pred": 4343, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6746144874951406, + "FN": 2247, + "FP": 264, + "IoU": 0.5089949159170903, + "TN": 61327366, + "TP": 2603, + "n_pred": 2867, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5348430587739625, + "FN": 27307, + "FP": 16855, + "IoU": 0.3650414803525471, + "TN": 61262929, + "TP": 25389, + "n_pred": 42244, + "n_ref": 52696 + }, + "14": { + "Dice": 0.958280451570172, + "FN": 11594, + "FP": 10956, + "IoU": 0.9199025332821846, + "TN": 61050948, + "TP": 258982, + "n_pred": 269938, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6093055624596113, + "FN": 36941, + "FP": 41655, + "IoU": 0.43813043757997755, + "TN": 61192597, + "TP": 61287, + "n_pred": 102942, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9587389370126878, + "FN": 8038, + "FP": 5123, + "IoU": 0.9207478999187065, + "TN": 61166415, + "TP": 152904, + "n_pred": 158027, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9586592617304787, + "FN": 6519, + "FP": 4014, + "IoU": 0.9206009392502582, + "TN": 61199821, + "TP": 122126, + "n_pred": 126140, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9446079681090226, + "FN": 1432, + "FP": 3348, + "IoU": 0.8950304148275029, + "TN": 61286943, + "TP": 40757, + "n_pred": 44105, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7591073186741056, + "FN": 1633, + "FP": 2771, + "IoU": 0.6117429251520762, + "TN": 61321137, + "TP": 6939, + "n_pred": 9710, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9716027262972432, + "FN": 32596, + "FP": 36000, + "IoU": 0.9447737281517442, + "TN": 60090390, + "TP": 1173494, + "n_pred": 1209494, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.38307806962843544, + "FN": 153853, + "FP": 8395, + "IoU": 0.23691809878563835, + "TN": 61119858, + "TP": 50374, + "n_pred": 58769, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9303569185493566, + "FN": 4444, + "FP": 7199, + "IoU": 0.8697825795195275, + "TN": 61243068, + "TP": 77769, + "n_pred": 84968, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8774859230861387, + "FN": 4779, + "FP": 11583, + "IoU": 0.7817148498472457, + "TN": 61257523, + "TP": 58595, + "n_pred": 70178, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782639371003156, + "FN": 3836, + "FP": 3866, + "IoU": 0.957452685308968, + "TN": 148926478, + "TP": 173320, + "n_pred": 177186, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8848227413821271, + "FN": 7810, + "FP": 9110, + "IoU": 0.7934368590682684, + "TN": 149025588, + "TP": 64992, + "n_pred": 74102, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7216396568160153, + "FN": 1090, + "FP": 78, + "IoU": 0.5645041014168531, + "TN": 149104818, + "TP": 1514, + "n_pred": 1592, + "n_ref": 2604 + }, + "12": { + "Dice": 0.649365628604383, + "FN": 971, + "FP": 245, + "IoU": 0.4807856532877882, + "TN": 149105158, + "TP": 1126, + "n_pred": 1371, + "n_ref": 2097 + }, + "13": { + "Dice": 0.714736766725908, + "FN": 29472, + "FP": 14347, + "IoU": 0.5561014648378143, + "TN": 149008786, + "TP": 54895, + "n_pred": 69242, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9037456115980097, + "FN": 3611, + "FP": 15444, + "IoU": 0.8243940650631278, + "TN": 148998990, + "TP": 89455, + "n_pred": 104899, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7803820497271073, + "FN": 12306, + "FP": 2180, + "IoU": 0.6398577928051115, + "TN": 149067277, + "TP": 25737, + "n_pred": 27917, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9362458219202877, + "FN": 1825, + "FP": 19309, + "IoU": 0.8801336259946799, + "TN": 148931187, + "TP": 155179, + "n_pred": 174488, + "n_ref": 157004 + }, + "3": { + "Dice": 0.773246473527179, + "FN": 16287, + "FP": 9401, + "IoU": 0.6303193403082591, + "TN": 149038013, + "TP": 43799, + "n_pred": 53200, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9235534336838367, + "FN": 2426, + "FP": 1449, + "IoU": 0.8579649585807492, + "TN": 149080218, + "TP": 23407, + "n_pred": 24856, + "n_ref": 25833 + }, + "5": { + "Dice": 0.42339742097667704, + "FN": 24621, + "FP": 151, + "IoU": 0.2685505063926536, + "TN": 149073633, + "TP": 9095, + "n_pred": 9246, + "n_ref": 33716 + }, + "6": { + "Dice": 0.973339862923737, + "FN": 27813, + "FP": 31254, + "IoU": 0.9480643377229272, + "TN": 147970189, + "TP": 1078244, + "n_pred": 1109498, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8712144839223025, + "FN": 57244, + "FP": 7174, + "IoU": 0.7718157891940335, + "TN": 148825193, + "TP": 217889, + "n_pred": 225063, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9617879391175904, + "FN": 11915, + "FP": 5340, + "IoU": 0.9263887170604973, + "TN": 148873093, + "TP": 217152, + "n_pred": 222492, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9066013967600434, + "FN": 11740, + "FP": 3867, + "IoU": 0.8291590953871751, + "TN": 149016146, + "TP": 75747, + "n_pred": 79614, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738352959835058, + "FN": 23882, + "FP": 2514, + "IoU": 0.9490048645912623, + "TN": 100195182, + "TP": 491222, + "n_pred": 493736, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4808847001596109, + "FN": 19490, + "FP": 21490, + "IoU": 0.3165557612448091, + "TN": 100652839, + "TP": 18981, + "n_pred": 40471, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5912108757508694, + "FN": 1611, + "FP": 975, + "IoU": 0.4196588868940754, + "TN": 100708344, + "TP": 1870, + "n_pred": 2845, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6178368863680813, + "FN": 2714, + "FP": 1194, + "IoU": 0.4470072166407245, + "TN": 100705733, + "TP": 3159, + "n_pred": 4353, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1261, + "IoU": 0.0, + "TN": 100672384, + "TP": 0, + "n_pred": 1261, + "n_ref": 39155 + }, + "14": { + "Dice": 0.820536543001334, + "FN": 16426, + "FP": 43707, + "IoU": 0.6956862784789628, + "TN": 100515198, + "TP": 137469, + "n_pred": 181176, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8638832511839181, + "FN": 5880, + "FP": 22288, + "IoU": 0.7603824625278596, + "TN": 100595246, + "TP": 89386, + "n_pred": 111674, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7466855986726791, + "FN": 89593, + "FP": 7815, + "IoU": 0.5957687854555113, + "TN": 100471829, + "TP": 143563, + "n_pred": 151378, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8090843704032983, + "FN": 11903, + "FP": 88166, + "IoU": 0.6793800923389435, + "TN": 100400689, + "TP": 212042, + "n_pred": 300208, + "n_ref": 223945 + }, + "4": { + "Dice": 0.646201807211591, + "FN": 1478, + "FP": 60033, + "IoU": 0.4773250626672898, + "TN": 100595115, + "TP": 56174, + "n_pred": 116207, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5249577154545096, + "FN": 9800, + "FP": 2277, + "IoU": 0.35589333333333334, + "TN": 100694050, + "TP": 6673, + "n_pred": 8950, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9393251111873535, + "FN": 153390, + "FP": 95258, + "IoU": 0.8855919199132396, + "TN": 98539457, + "TP": 1924695, + "n_pred": 2019953, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6133316548121105, + "FN": 50498, + "FP": 103077, + "IoU": 0.44230594643667726, + "TN": 100437425, + "TP": 121800, + "n_pred": 224877, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9289949026146195, + "FN": 8770, + "FP": 6093, + "IoU": 0.8674047442748433, + "TN": 100600707, + "TP": 97230, + "n_pred": 103323, + "n_ref": 106000 + }, + "9": { + "Dice": 0.833291535467811, + "FN": 12142, + "FP": 23754, + "IoU": 0.7142242992142283, + "TN": 100587191, + "TP": 89713, + "n_pred": 113467, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969486307635047, + "FN": 993, + "FP": 3844, + "IoU": 0.9407796469061437, + "TN": 78869022, + "TP": 76841, + "n_pred": 80685, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6588925809757461, + "FN": 17727, + "FP": 4241, + "IoU": 0.4913048512214889, + "TN": 78907515, + "TP": 21217, + "n_pred": 25458, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5763216679076694, + "FN": 594, + "FP": 544, + "IoU": 0.40481171548117156, + "TN": 78948788, + "TP": 774, + "n_pred": 1318, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2557639102367046, + "FN": 2144, + "FP": 277, + "IoU": 0.14663376806485726, + "TN": 78947863, + "TP": 416, + "n_pred": 693, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4760470979902573, + "FN": 39958, + "FP": 2850, + "IoU": 0.3123765159424946, + "TN": 78888445, + "TP": 19447, + "n_pred": 22297, + "n_ref": 59405 + }, + "14": { + "Dice": 0.21868326316431752, + "FN": 23685, + "FP": 1925, + "IoU": 0.1227649517024046, + "TN": 78921506, + "TP": 3584, + "n_pred": 5509, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9001379621515154, + "FN": 7249, + "FP": 4260, + "IoU": 0.8184098833998643, + "TN": 78887321, + "TP": 51870, + "n_pred": 56130, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9074214747102938, + "FN": 11127, + "FP": 7032, + "IoU": 0.8305320429665992, + "TN": 78843547, + "TP": 88994, + "n_pred": 96026, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9365132798904516, + "FN": 2608, + "FP": 8519, + "IoU": 0.8806064637967295, + "TN": 78857504, + "TP": 82069, + "n_pred": 90588, + "n_ref": 84677 + }, + "4": { + "Dice": 0.9063877556608164, + "FN": 576, + "FP": 2843, + "IoU": 0.8288017625557058, + "TN": 78930729, + "TP": 16552, + "n_pred": 19395, + "n_ref": 17128 + }, + "5": { + "Dice": 0.38889138139889634, + "FN": 26130, + "FP": 1112, + "IoU": 0.24138123085491506, + "TN": 78914790, + "TP": 8668, + "n_pred": 9780, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9548690595198313, + "FN": 39889, + "FP": 23180, + "IoU": 0.9136358158922477, + "TN": 78220432, + "TP": 667199, + "n_pred": 690379, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7521146236085635, + "FN": 282168, + "FP": 7171, + "IoU": 0.6027113049304942, + "TN": 78222416, + "TP": 438945, + "n_pred": 446116, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9189820378731283, + "FN": 48181, + "FP": 1705, + "IoU": 0.8501080186170612, + "TN": 78617887, + "TP": 282927, + "n_pred": 284632, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6887353792232139, + "FN": 23249, + "FP": 7301, + "IoU": 0.5252451475547406, + "TN": 78886351, + "TP": 33799, + "n_pred": 41100, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802348096432857, + "FN": 4428, + "FP": 1370, + "IoU": 0.9612358010576917, + "TN": 104854869, + "TP": 143773, + "n_pred": 145143, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8987401375857039, + "FN": 8978, + "FP": 8656, + "IoU": 0.8161017832933569, + "TN": 104908550, + "TP": 78256, + "n_pred": 86912, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8718642400393507, + "FN": 786, + "FP": 256, + "IoU": 0.7728362764333987, + "TN": 104999853, + "TP": 3545, + "n_pred": 3801, + "n_ref": 4331 + }, + "12": { + "Dice": 0.700609225413403, + "FN": 1613, + "FP": 1139, + "IoU": 0.5391828533154722, + "TN": 104998468, + "TP": 3220, + "n_pred": 4359, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8563164249605265, + "FN": 13280, + "FP": 8378, + "IoU": 0.7487354401596362, + "TN": 104918244, + "TP": 64538, + "n_pred": 72916, + "n_ref": 77818 + }, + "14": { + "Dice": 0.929941590113809, + "FN": 587, + "FP": 9884, + "IoU": 0.8690568491608934, + "TN": 104924474, + "TP": 69495, + "n_pred": 79379, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5623805463259726, + "FN": 14797, + "FP": 86, + "IoU": 0.391188742534566, + "TN": 104979994, + "TP": 9563, + "n_pred": 9649, + "n_ref": 24360 + }, + "2": { + "Dice": 0.937241853363586, + "FN": 16674, + "FP": 3960, + "IoU": 0.8818957128956556, + "TN": 104829730, + "TP": 154076, + "n_pred": 158036, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9449123899175305, + "FN": 3275, + "FP": 14246, + "IoU": 0.895577183248008, + "TN": 104836651, + "TP": 150268, + "n_pred": 164514, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 105003989, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "5": { + "Dice": 0.7469201230213203, + "FN": 8587, + "FP": 5978, + "IoU": 0.5960674468911199, + "TN": 104968382, + "TP": 21493, + "n_pred": 27471, + "n_ref": 30080 + }, + "6": { + "Dice": 0.983042692658135, + "FN": 24265, + "FP": 17535, + "IoU": 0.9666508963169984, + "TN": 103751033, + "TP": 1211607, + "n_pred": 1229142, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9497174171427082, + "FN": 11553, + "FP": 11588, + "IoU": 0.9042494207216154, + "TN": 104762760, + "TP": 218539, + "n_pred": 230127, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9653502087789676, + "FN": 13036, + "FP": 12315, + "IoU": 0.9330212183580674, + "TN": 104625947, + "TP": 353142, + "n_pred": 365457, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9399106869226391, + "FN": 7680, + "FP": 3300, + "IoU": 0.8866334895822578, + "TN": 104907586, + "TP": 85874, + "n_pred": 89174, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9857158552678443, + "FN": 9905, + "FP": 1926, + "IoU": 0.9718340372244945, + "TN": 177256242, + "TP": 408215, + "n_pred": 410141, + "n_ref": 418120 + }, + "10": { + "Dice": 0.7489005027456372, + "FN": 26751, + "FP": 3566, + "IoU": 0.5985938803341851, + "TN": 177600761, + "TP": 45210, + "n_pred": 48776, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7918153699738282, + "FN": 1415, + "FP": 335, + "IoU": 0.6553761323355651, + "TN": 177671210, + "TP": 3328, + "n_pred": 3663, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8000387897595035, + "FN": 1073, + "FP": 989, + "IoU": 0.6667205430741878, + "TN": 177670101, + "TP": 4125, + "n_pred": 5114, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8912909242531304, + "FN": 7077, + "FP": 10000, + "IoU": 0.8038997278458482, + "TN": 177589205, + "TP": 70006, + "n_pred": 80006, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8989356567070522, + "FN": 1752, + "FP": 14998, + "IoU": 0.8164242736429096, + "TN": 177585045, + "TP": 74493, + "n_pred": 89491, + "n_ref": 76245 + }, + "15": { + "Dice": 0.672862710730841, + "FN": 8581, + "FP": 5604, + "IoU": 0.5070030931776318, + "TN": 177647515, + "TP": 14588, + "n_pred": 20192, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9781355824510457, + "FN": 6543, + "FP": 2748, + "IoU": 0.9572068130106764, + "TN": 177459174, + "TP": 207823, + "n_pred": 210571, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9828296150742474, + "FN": 5475, + "FP": 1568, + "IoU": 0.9662389208726206, + "TN": 177467675, + "TP": 201570, + "n_pred": 203138, + "n_ref": 207045 + }, + "4": { + "Dice": 0.913448048787471, + "FN": 2529, + "FP": 3517, + "IoU": 0.8406851119894598, + "TN": 177638338, + "TP": 31904, + "n_pred": 35421, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7234739277451504, + "FN": 10855, + "FP": 4683, + "IoU": 0.5667521748828909, + "TN": 177640424, + "TP": 20326, + "n_pred": 25009, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9526477072773553, + "FN": 127753, + "FP": 39041, + "IoU": 0.909577144096281, + "TN": 175831688, + "TP": 1677806, + "n_pred": 1716847, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8541264834009313, + "FN": 12817, + "FP": 108568, + "IoU": 0.745393336199935, + "TN": 177199533, + "TP": 355370, + "n_pred": 463938, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9072055882095956, + "FN": 7361, + "FP": 31934, + "IoU": 0.8301704130452634, + "TN": 177444909, + "TP": 192084, + "n_pred": 224018, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9438455089644218, + "FN": 6878, + "FP": 8394, + "IoU": 0.893662354300993, + "TN": 177532670, + "TP": 128346, + "n_pred": 136740, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723562142178772, + "FN": 5843, + "FP": 4461, + "IoU": 0.9461996731463062, + "TN": 193814012, + "TP": 181219, + "n_pred": 185680, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8987375050388797, + "FN": 10128, + "FP": 7205, + "IoU": 0.8160974419369555, + "TN": 193911284, + "TP": 76918, + "n_pred": 84123, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8058994901675164, + "FN": 899, + "FP": 167, + "IoU": 0.6749008844159805, + "TN": 194002256, + "TP": 2213, + "n_pred": 2380, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7734189585369259, + "FN": 1180, + "FP": 443, + "IoU": 0.6305486000455269, + "TN": 194001142, + "TP": 2770, + "n_pred": 3213, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7575078060874789, + "FN": 22117, + "FP": 6540, + "IoU": 0.6096680605309397, + "TN": 193932118, + "TP": 44760, + "n_pred": 51300, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8798467019970658, + "FN": 2437, + "FP": 17628, + "IoU": 0.7854699027050145, + "TN": 193912005, + "TP": 73465, + "n_pred": 91093, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7644976858154098, + "FN": 6926, + "FP": 1724, + "IoU": 0.618774790656677, + "TN": 193982845, + "TP": 14040, + "n_pred": 15764, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9611631558613258, + "FN": 3313, + "FP": 7644, + "IoU": 0.9252301372293457, + "TN": 193858992, + "TP": 135586, + "n_pred": 143230, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9542668588333459, + "FN": 8754, + "FP": 3304, + "IoU": 0.9125338207879065, + "TN": 193867676, + "TP": 125801, + "n_pred": 129105, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9248585277333397, + "FN": 1662, + "FP": 1485, + "IoU": 0.8602203073643067, + "TN": 193983021, + "TP": 19367, + "n_pred": 20852, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6228988394073051, + "FN": 11947, + "FP": 6606, + "IoU": 0.4523261305939308, + "TN": 193971659, + "TP": 15323, + "n_pred": 21929, + "n_ref": 27270 + }, + "6": { + "Dice": 0.969847680627878, + "FN": 26402, + "FP": 58087, + "IoU": 0.9414604640399201, + "TN": 192562254, + "TP": 1358792, + "n_pred": 1416879, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8426940469750487, + "FN": 83632, + "FP": 5350, + "IoU": 0.72815148385993, + "TN": 193678213, + "TP": 238340, + "n_pred": 243690, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9511472138499547, + "FN": 12137, + "FP": 11414, + "IoU": 0.9068452946016075, + "TN": 193752719, + "TP": 229265, + "n_pred": 240679, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9158950373436989, + "FN": 11472, + "FP": 4496, + "IoU": 0.8448398161553934, + "TN": 193902622, + "TP": 86945, + "n_pred": 91441, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653770645263345, + "FN": 3076, + "FP": 4913, + "IoU": 0.9330713938642494, + "TN": 99536434, + "TP": 111377, + "n_pred": 116290, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8749743970990965, + "FN": 14015, + "FP": 2466, + "IoU": 0.7777373197933946, + "TN": 99581649, + "TP": 57670, + "n_pred": 60136, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8244229337304542, + "FN": 874, + "FP": 305, + "IoU": 0.7012921205979225, + "TN": 99651853, + "TP": 2768, + "n_pred": 3073, + "n_ref": 3642 + }, + "12": { + "Dice": 0.37077625570776257, + "FN": 2756, + "FP": 0, + "IoU": 0.22757847533632286, + "TN": 99652232, + "TP": 812, + "n_pred": 812, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7060690896365546, + "FN": 17184, + "FP": 6334, + "IoU": 0.5456775813773785, + "TN": 99604035, + "TP": 28247, + "n_pred": 34581, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3863492448432427, + "FN": 39802, + "FP": 5745, + "IoU": 0.23942556566752943, + "TN": 99595915, + "TP": 14338, + "n_pred": 20083, + "n_ref": 54140 + }, + "15": { + "Dice": 0.39387785012876614, + "FN": 28541, + "FP": 408, + "IoU": 0.24523530178594707, + "TN": 99617445, + "TP": 9406, + "n_pred": 9814, + "n_ref": 37947 + }, + "2": { + "Dice": 0.959259110986562, + "FN": 6926, + "FP": 2233, + "IoU": 0.9217079112706758, + "TN": 99538815, + "TP": 107826, + "n_pred": 110059, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9674570926071927, + "FN": 4166, + "FP": 3883, + "IoU": 0.9369655107602669, + "TN": 99528108, + "TP": 119643, + "n_pred": 123526, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8775999774221771, + "FN": 3358, + "FP": 979, + "IoU": 0.7818959014332412, + "TN": 99635915, + "TP": 15548, + "n_pred": 16527, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8943089430894309, + "FN": 586, + "FP": 922, + "IoU": 0.8088235294117647, + "TN": 99647912, + "TP": 6380, + "n_pred": 7302, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9671559179418111, + "FN": 57223, + "FP": 30860, + "IoU": 0.9364006966225934, + "TN": 98270832, + "TP": 1296885, + "n_pred": 1327745, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9000814938170996, + "FN": 14555, + "FP": 19285, + "IoU": 0.8183165286860161, + "TN": 99469542, + "TP": 152418, + "n_pred": 171703, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9646498812445375, + "FN": 3243, + "FP": 3916, + "IoU": 0.9317136916003739, + "TN": 99550962, + "TP": 97679, + "n_pred": 101595, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9492511812915454, + "FN": 6639, + "FP": 2866, + "IoU": 0.9034044715447155, + "TN": 99557400, + "TP": 88895, + "n_pred": 91761, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680128385801635, + "FN": 26193, + "FP": 1612, + "IoU": 0.938008605890353, + "TN": 62634990, + "TP": 420725, + "n_pred": 422337, + "n_ref": 446918 + }, + "10": { + "Dice": 0.899246650181149, + "FN": 8297, + "FP": 5719, + "IoU": 0.8169374640823364, + "TN": 63006956, + "TP": 62548, + "n_pred": 68267, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7275590551181103, + "FN": 1466, + "FP": 91, + "IoU": 0.5717821782178217, + "TN": 63079884, + "TP": 2079, + "n_pred": 2170, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8051988725336674, + "FN": 931, + "FP": 313, + "IoU": 0.6739187418086501, + "TN": 63079705, + "TP": 2571, + "n_pred": 2884, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6786057814002936, + "FN": 18846, + "FP": 6548, + "IoU": 0.5135528609466888, + "TN": 63031317, + "TP": 26809, + "n_pred": 33357, + "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": 0.9793405259501202, + "FN": 1338, + "FP": 3836, + "IoU": 0.9595174011016525, + "TN": 62955712, + "TP": 122634, + "n_pred": 126470, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9687439929260697, + "FN": 1599, + "FP": 6531, + "IoU": 0.9393826424097823, + "TN": 62949400, + "TP": 125990, + "n_pred": 132521, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3690020274836675, + "FN": 13934, + "FP": 71, + "IoU": 0.22624309392265193, + "TN": 63065420, + "TP": 4095, + "n_pred": 4166, + "n_ref": 18029 + }, + "5": { + "Dice": 0.573109373790541, + "FN": 9550, + "FP": 1480, + "IoU": 0.4016491266138657, + "TN": 63065086, + "TP": 7404, + "n_pred": 8884, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9275235289756673, + "FN": 141299, + "FP": 13163, + "IoU": 0.8648427765410839, + "TN": 61940688, + "TP": 988370, + "n_pred": 1001533, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8699876057159521, + "FN": 13464, + "FP": 29334, + "IoU": 0.7698920915528171, + "TN": 62897529, + "TP": 143193, + "n_pred": 172527, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9395666518386714, + "FN": 10575, + "FP": 2467, + "IoU": 0.8860214114048504, + "TN": 62969095, + "TP": 101383, + "n_pred": 103850, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9123208779249048, + "FN": 2652, + "FP": 5082, + "IoU": 0.8387775947968564, + "TN": 63035549, + "TP": 40237, + "n_pred": 45319, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782613246758685, + "FN": 8756, + "FP": 4743, + "IoU": 0.9574476804115587, + "TN": 109291585, + "TP": 303734, + "n_pred": 308477, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6749491021156258, + "FN": 21458, + "FP": 42565, + "IoU": 0.5093759818534328, + "TN": 109478325, + "TP": 66470, + "n_pred": 109035, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7175357873210634, + "FN": 1659, + "FP": 551, + "IoU": 0.559497707793502, + "TN": 109603801, + "TP": 2807, + "n_pred": 3358, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7281524926686217, + "FN": 1598, + "FP": 256, + "IoU": 0.5725155637537468, + "TN": 109604481, + "TP": 2483, + "n_pred": 2739, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7163318191518552, + "FN": 22038, + "FP": 24485, + "IoU": 0.5580350357197142, + "TN": 109503554, + "TP": 58741, + "n_pred": 83226, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7209292990114908, + "FN": 25079, + "FP": 30537, + "IoU": 0.5636352223957066, + "TN": 109481365, + "TP": 71837, + "n_pred": 102374, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8893497893395585, + "FN": 7919, + "FP": 15875, + "IoU": 0.8007469685804247, + "TN": 109489402, + "TP": 95622, + "n_pred": 111497, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8207884423688774, + "FN": 63789, + "FP": 1832, + "IoU": 0.6960485055096738, + "TN": 109392925, + "TP": 150272, + "n_pred": 152104, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8820156757273796, + "FN": 10550, + "FP": 52357, + "IoU": 0.7889338486934815, + "TN": 109310774, + "TP": 235137, + "n_pred": 287494, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5718922968080237, + "FN": 29677, + "FP": 1184, + "IoU": 0.40045459843804637, + "TN": 109557344, + "TP": 20613, + "n_pred": 21797, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7577177789098319, + "FN": 3115, + "FP": 1641, + "IoU": 0.6099401295825474, + "TN": 109596625, + "TP": 7437, + "n_pred": 9078, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9611277461305048, + "FN": 51105, + "FP": 45910, + "IoU": 0.9251645161862637, + "TN": 108312441, + "TP": 1199362, + "n_pred": 1245272, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8577299890730066, + "FN": 274065, + "FP": 32427, + "IoU": 0.7508995078816153, + "TN": 108378423, + "TP": 923903, + "n_pred": 956330, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9316111920914482, + "FN": 4415, + "FP": 8065, + "IoU": 0.8719776781592687, + "TN": 109511335, + "TP": 85003, + "n_pred": 93068, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7688475722928836, + "FN": 7356, + "FP": 21413, + "IoU": 0.6244942177669878, + "TN": 109532204, + "TP": 47845, + "n_pred": 69258, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9388868042526579, + "FN": 2478, + "FP": 4851, + "IoU": 0.8848130510632278, + "TN": 67003725, + "TP": 56298, + "n_pred": 61149, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7462413979515802, + "FN": 27721, + "FP": 7015, + "IoU": 0.5952034121499574, + "TN": 66981541, + "TP": 51075, + "n_pred": 58090, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2751551119503642, + "FN": 2616, + "FP": 71, + "IoU": 0.15952455426962778, + "TN": 67064155, + "TP": 510, + "n_pred": 581, + "n_ref": 3126 + }, + "12": { + "Dice": 0.769073370359544, + "FN": 680, + "FP": 900, + "IoU": 0.6247922108762765, + "TN": 67063141, + "TP": 2631, + "n_pred": 3531, + "n_ref": 3311 + }, + "13": { + "Dice": 0.29689314490915264, + "FN": 29902, + "FP": 9453, + "IoU": 0.17432443773078213, + "TN": 67019688, + "TP": 8309, + "n_pred": 17762, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8390669744793047, + "FN": 8964, + "FP": 16550, + "IoU": 0.7227522656640515, + "TN": 66975326, + "TP": 66512, + "n_pred": 83062, + "n_ref": 75476 + }, + "15": { + "Dice": 0.19530116472545758, + "FN": 24026, + "FP": 36427, + "IoU": 0.10821814748705542, + "TN": 66999563, + "TP": 7336, + "n_pred": 43763, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9739437816525611, + "FN": 2766, + "FP": 4900, + "IoU": 0.9492109342909009, + "TN": 66916414, + "TP": 143272, + "n_pred": 148172, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9763997395833334, + "FN": 4396, + "FP": 3144, + "IoU": 0.9538877404992845, + "TN": 66903838, + "TP": 155974, + "n_pred": 159118, + "n_ref": 160370 + }, + "4": { + "Dice": 0.158640626101671, + "FN": 11914, + "FP": 19, + "IoU": 0.08615408178894164, + "TN": 67054294, + "TP": 1125, + "n_pred": 1144, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5101544734572258, + "FN": 5668, + "FP": 579, + "IoU": 0.34242105263157896, + "TN": 67057852, + "TP": 3253, + "n_pred": 3832, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9514317498485199, + "FN": 84339, + "FP": 17299, + "IoU": 0.9073627298090253, + "TN": 65970191, + "TP": 995523, + "n_pred": 1012822, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8907170300364643, + "FN": 60195, + "FP": 11313, + "IoU": 0.8029664694714856, + "TN": 66704429, + "TP": 291415, + "n_pred": 302728, + "n_ref": 351610 + }, + "8": { + "Dice": 0.929349894474622, + "FN": 5131, + "FP": 7121, + "IoU": 0.8680239133947326, + "TN": 66974517, + "TP": 80583, + "n_pred": 87704, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9173429867071485, + "FN": 6643, + "FP": 6098, + "IoU": 0.8473071115265693, + "TN": 66983910, + "TP": 70701, + "n_pred": 76799, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241080078205272, + "FN": 22822, + "FP": 3030, + "IoU": 0.8589226563054239, + "TN": 74336033, + "TP": 157395, + "n_pred": 160425, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8286998875983514, + "FN": 11913, + "FP": 6375, + "IoU": 0.7075043183417568, + "TN": 74456756, + "TP": 44236, + "n_pred": 50611, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7501261988894498, + "FN": 1158, + "FP": 327, + "IoU": 0.6001615508885298, + "TN": 74515566, + "TP": 2229, + "n_pred": 2556, + "n_ref": 3387 + }, + "12": { + "Dice": 0.45632424877707894, + "FN": 1548, + "FP": 8, + "IoU": 0.29560887279311904, + "TN": 74517071, + "TP": 653, + "n_pred": 661, + "n_ref": 2201 + }, + "13": { + "Dice": 0.47137535352528565, + "FN": 23973, + "FP": 18456, + "IoU": 0.3083656636129495, + "TN": 74457934, + "TP": 18917, + "n_pred": 37373, + "n_ref": 42890 + }, + "14": { + "Dice": 0.614070905437812, + "FN": 12976, + "FP": 10842, + "IoU": 0.4430752683143545, + "TN": 74476513, + "TP": 18949, + "n_pred": 29791, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7960081512941132, + "FN": 9461, + "FP": 1250, + "IoU": 0.661140814325034, + "TN": 74487671, + "TP": 20898, + "n_pred": 22148, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9709013534498775, + "FN": 2423, + "FP": 5878, + "IoU": 0.9434482852588122, + "TN": 74372494, + "TP": 138485, + "n_pred": 144363, + "n_ref": 140908 + }, + "3": { + "Dice": 0.975762955312041, + "FN": 4488, + "FP": 3021, + "IoU": 0.9526729777766573, + "TN": 74360618, + "TP": 151153, + "n_pred": 154174, + "n_ref": 155641 + }, + "4": { + "Dice": 0.45569767441860465, + "FN": 9359, + "FP": 3, + "IoU": 0.29508320156614715, + "TN": 74505999, + "TP": 3919, + "n_pred": 3922, + "n_ref": 13278 + }, + "5": { + "Dice": 0.576224890456951, + "FN": 5091, + "FP": 2356, + "IoU": 0.4047162270183853, + "TN": 74506770, + "TP": 5063, + "n_pred": 7419, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9661316841096527, + "FN": 70492, + "FP": 37160, + "IoU": 0.9344823409910176, + "TN": 72876181, + "TP": 1535447, + "n_pred": 1572607, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6362794070254593, + "FN": 72421, + "FP": 35927, + "IoU": 0.46657607892948927, + "TN": 74316162, + "TP": 94770, + "n_pred": 130697, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9600018647149317, + "FN": 2600, + "FP": 2548, + "IoU": 0.9230803711506567, + "TN": 74452353, + "TP": 61779, + "n_pred": 64327, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9352596085311695, + "FN": 7567, + "FP": 4241, + "IoU": 0.8783921564588719, + "TN": 74422181, + "TP": 85291, + "n_pred": 89532, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766946312276419, + "FN": 6075, + "FP": 7137, + "IoU": 0.9544508032820795, + "TN": 65761120, + "TP": 276848, + "n_pred": 283985, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8250232152671177, + "FN": 18232, + "FP": 9467, + "IoU": 0.7021612903225807, + "TN": 65958180, + "TP": 65301, + "n_pred": 74768, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7625352112676056, + "FN": 930, + "FP": 756, + "IoU": 0.6162076030047803, + "TN": 66046787, + "TP": 2707, + "n_pred": 3463, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7147501015847216, + "FN": 1267, + "FP": 137, + "IoU": 0.5561176098640531, + "TN": 66048017, + "TP": 1759, + "n_pred": 1896, + "n_ref": 3026 + }, + "13": { + "Dice": 0.737154830034087, + "FN": 12268, + "FP": 12947, + "IoU": 0.5837254222178199, + "TN": 65990607, + "TP": 35358, + "n_pred": 48305, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9403999703359455, + "FN": 1606, + "FP": 5627, + "IoU": 0.8875046659201195, + "TN": 65986884, + "TP": 57063, + "n_pred": 62690, + "n_ref": 58669 + }, + "15": { + "Dice": 0.777971115364538, + "FN": 6712, + "FP": 3496, + "IoU": 0.6366225259860459, + "TN": 66023088, + "TP": 17884, + "n_pred": 21380, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9663994064513419, + "FN": 5880, + "FP": 3721, + "IoU": 0.9349834089523938, + "TN": 65903510, + "TP": 138069, + "n_pred": 141790, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9686317291419394, + "FN": 5441, + "FP": 4364, + "IoU": 0.9391715418354623, + "TN": 65889989, + "TP": 151386, + "n_pred": 155750, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9052473553747862, + "FN": 3599, + "FP": 1829, + "IoU": 0.8268967056797525, + "TN": 66019823, + "TP": 25929, + "n_pred": 27758, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9211860500844984, + "FN": 985, + "FP": 554, + "IoU": 0.8538877812589006, + "TN": 66040647, + "TP": 8994, + "n_pred": 9548, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9725934673234311, + "FN": 27727, + "FP": 28391, + "IoU": 0.9466490978888946, + "TN": 64999314, + "TP": 995748, + "n_pred": 1024139, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.932786557202982, + "FN": 116493, + "FP": 7450, + "IoU": 0.8740393625086638, + "TN": 65067198, + "TP": 860039, + "n_pred": 867489, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9649950150161171, + "FN": 2414, + "FP": 3309, + "IoU": 0.9323578427316889, + "TN": 65966573, + "TP": 78884, + "n_pred": 82193, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9296420358333888, + "FN": 7224, + "FP": 2291, + "IoU": 0.8685337680999227, + "TN": 65978804, + "TP": 62861, + "n_pred": 65152, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824857151257951, + "FN": 3280, + "FP": 2081, + "IoU": 0.9655743705330482, + "TN": 113316813, + "TP": 150366, + "n_pred": 152447, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8939764761791612, + "FN": 5320, + "FP": 12528, + "IoU": 0.8082798032096591, + "TN": 113379446, + "TP": 75246, + "n_pred": 87774, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6776732578229987, + "FN": 1465, + "FP": 214, + "IoU": 0.5124854819976771, + "TN": 113469096, + "TP": 1765, + "n_pred": 1979, + "n_ref": 3230 + }, + "12": { + "Dice": 0.878614222453764, + "FN": 710, + "FP": 222, + "IoU": 0.7835075493612079, + "TN": 113468235, + "TP": 3373, + "n_pred": 3595, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6280014569499314, + "FN": 32048, + "FP": 21060, + "IoU": 0.45772749550727004, + "TN": 113374604, + "TP": 44828, + "n_pred": 65888, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9581626104091892, + "FN": 9050, + "FP": 13179, + "IoU": 0.9196853750713578, + "TN": 113195766, + "TP": 254545, + "n_pred": 267724, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6118896072857178, + "FN": 9722, + "FP": 5705, + "IoU": 0.4408075975061621, + "TN": 113444952, + "TP": 12161, + "n_pred": 17866, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9722865466497348, + "FN": 3436, + "FP": 3613, + "IoU": 0.9460677424044193, + "TN": 113341839, + "TP": 123652, + "n_pred": 127265, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9769153949638091, + "FN": 1934, + "FP": 3660, + "IoU": 0.9548725395288803, + "TN": 113348580, + "TP": 118366, + "n_pred": 122026, + "n_ref": 120300 + }, + "4": { + "Dice": 0.878748370273794, + "FN": 1773, + "FP": 6318, + "IoU": 0.7837209302325582, + "TN": 113435130, + "TP": 29319, + "n_pred": 35637, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7533132134890435, + "FN": 9862, + "FP": 5178, + "IoU": 0.6042521839806336, + "TN": 113434536, + "TP": 22964, + "n_pred": 28142, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9691342121708494, + "FN": 30147, + "FP": 40779, + "IoU": 0.9401167674908498, + "TN": 112288135, + "TP": 1113479, + "n_pred": 1154258, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8915824751094694, + "FN": 35789, + "FP": 8531, + "IoU": 0.8043742137670764, + "TN": 113245985, + "TP": 182235, + "n_pred": 190766, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9607903365216335, + "FN": 12821, + "FP": 3646, + "IoU": 0.9245394555952708, + "TN": 113254320, + "TP": 201753, + "n_pred": 205399, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9162167508600267, + "FN": 11291, + "FP": 6074, + "IoU": 0.8453874440180567, + "TN": 113360227, + "TP": 94948, + "n_pred": 101022, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8645179994484553, + "FN": 4927, + "FP": 33393, + "IoU": 0.7613665377597598, + "TN": 75036147, + "TP": 122261, + "n_pred": 155654, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8927501244136675, + "FN": 15741, + "FP": 4517, + "IoU": 0.8062770148797002, + "TN": 75092156, + "TP": 84314, + "n_pred": 88831, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7327796775769418, + "FN": 1294, + "FP": 347, + "IoU": 0.5782575173477256, + "TN": 75192837, + "TP": 2250, + "n_pred": 2597, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6317696069552617, + "FN": 1362, + "FP": 671, + "IoU": 0.4617421233783426, + "TN": 75192951, + "TP": 1744, + "n_pred": 2415, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7468316206546306, + "FN": 14452, + "FP": 13215, + "IoU": 0.5959547280029208, + "TN": 75128253, + "TP": 40808, + "n_pred": 54023, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9348459033364246, + "FN": 3018, + "FP": 15108, + "IoU": 0.877662590102859, + "TN": 75048564, + "TP": 130038, + "n_pred": 145146, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8204467681332835, + "FN": 19987, + "FP": 3572, + "IoU": 0.6955572211309832, + "TN": 75119344, + "TP": 53825, + "n_pred": 57397, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9546821111479794, + "FN": 3893, + "FP": 9628, + "IoU": 0.9132935744517122, + "TN": 75040788, + "TP": 142419, + "n_pred": 152047, + "n_ref": 146312 + }, + "3": { + "Dice": 0.960819908229226, + "FN": 4079, + "FP": 7619, + "IoU": 0.924594221769567, + "TN": 75041594, + "TP": 143436, + "n_pred": 151055, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9200039436064281, + "FN": 1634, + "FP": 2423, + "IoU": 0.8518586138903089, + "TN": 75169342, + "TP": 23329, + "n_pred": 25752, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7329222781113094, + "FN": 3184, + "FP": 108, + "IoU": 0.5784351389422461, + "TN": 75188919, + "TP": 4517, + "n_pred": 4625, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9792589662552837, + "FN": 33560, + "FP": 18246, + "IoU": 0.959360830888467, + "TN": 73921948, + "TP": 1222974, + "n_pred": 1241220, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9389269482913488, + "FN": 11743, + "FP": 6479, + "IoU": 0.8848843600159199, + "TN": 75038435, + "TP": 140071, + "n_pred": 146550, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9287212380993145, + "FN": 8797, + "FP": 2860, + "IoU": 0.8669277046541627, + "TN": 75109129, + "TP": 75942, + "n_pred": 78802, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8843563068920676, + "FN": 9226, + "FP": 8560, + "IoU": 0.7926870490599466, + "TN": 75110935, + "TP": 68007, + "n_pred": 76567, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785661114729692, + "FN": 5516, + "FP": 3698, + "IoU": 0.9580317654078625, + "TN": 86708325, + "TP": 210333, + "n_pred": 214031, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7284736384064842, + "FN": 12745, + "FP": 29063, + "IoU": 0.5729127294644043, + "TN": 86829981, + "TP": 56083, + "n_pred": 85146, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6907555138432661, + "FN": 1118, + "FP": 200, + "IoU": 0.5275985663082438, + "TN": 86925082, + "TP": 1472, + "n_pred": 1672, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7258405831177992, + "FN": 1828, + "FP": 504, + "IoU": 0.5696622993172172, + "TN": 86922453, + "TP": 3087, + "n_pred": 3591, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6440748569048244, + "FN": 13614, + "FP": 32526, + "IoU": 0.4750076803167704, + "TN": 86839985, + "TP": 41747, + "n_pred": 74273, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8782187128051789, + "FN": 7648, + "FP": 13327, + "IoU": 0.7828787329848351, + "TN": 86831267, + "TP": 75630, + "n_pred": 88957, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8858232188078651, + "FN": 20811, + "FP": 15754, + "IoU": 0.7950472795349959, + "TN": 86749465, + "TP": 141842, + "n_pred": 157596, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9565011858867254, + "FN": 6863, + "FP": 3811, + "IoU": 0.9166289150980239, + "TN": 86799842, + "TP": 117356, + "n_pred": 121167, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9649282220602833, + "FN": 9469, + "FP": 2226, + "IoU": 0.9322331481020066, + "TN": 86755295, + "TP": 160882, + "n_pred": 163108, + "n_ref": 170351 + }, + "4": { + "Dice": 0.889483122031019, + "FN": 2385, + "FP": 1128, + "IoU": 0.8009631728045326, + "TN": 86910222, + "TP": 14137, + "n_pred": 15265, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8673562267273479, + "FN": 232, + "FP": 1371, + "IoU": 0.7657802454704851, + "TN": 86921028, + "TP": 5241, + "n_pred": 6612, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9648935134006253, + "FN": 40064, + "FP": 42473, + "IoU": 0.9321683574513968, + "TN": 85711080, + "TP": 1134255, + "n_pred": 1176728, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9247217698189457, + "FN": 133774, + "FP": 11037, + "IoU": 0.8599837175753497, + "TN": 85893628, + "TP": 889433, + "n_pred": 900470, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9470878560333814, + "FN": 2865, + "FP": 2892, + "IoU": 0.8994937150837988, + "TN": 86870592, + "TP": 51523, + "n_pred": 54415, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8423923349919178, + "FN": 4118, + "FP": 13335, + "IoU": 0.7277010687261097, + "TN": 86863777, + "TP": 46642, + "n_pred": 59977, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9271489955722294, + "FN": 3449, + "FP": 9911, + "IoU": 0.8641917579848334, + "TN": 37651226, + "TP": 85014, + "n_pred": 94925, + "n_ref": 88463 + }, + "10": { + "Dice": 0.823874736548326, + "FN": 16440, + "FP": 1861, + "IoU": 0.7004991408231732, + "TN": 37688495, + "TP": 42804, + "n_pred": 44665, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8208494208494208, + "FN": 462, + "FP": 466, + "IoU": 0.696136214800262, + "TN": 37746546, + "TP": 2126, + "n_pred": 2592, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6395612708018155, + "FN": 1226, + "FP": 680, + "IoU": 0.4701139838754518, + "TN": 37746003, + "TP": 1691, + "n_pred": 2371, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7574394348362158, + "FN": 10790, + "FP": 11047, + "IoU": 0.6095794893799614, + "TN": 37693668, + "TP": 34095, + "n_pred": 45142, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5631989832970226, + "FN": 7211, + "FP": 137143, + "IoU": 0.39198119763959616, + "TN": 37512183, + "TP": 93063, + "n_pred": 230206, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12355, + "IoU": 0.0, + "TN": 37737245, + "TP": 0, + "n_pred": 12355, + "n_ref": 0 + }, + "2": { + "Dice": 0.9187259464088569, + "FN": 11190, + "FP": 4564, + "IoU": 0.8496698347265162, + "TN": 37644804, + "TP": 89042, + "n_pred": 93606, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9537612381927848, + "FN": 4892, + "FP": 3234, + "IoU": 0.9116095417314783, + "TN": 37657667, + "TP": 83807, + "n_pred": 87041, + "n_ref": 88699 + }, + "4": { + "Dice": 0.22989372126328483, + "FN": 10169, + "FP": 48, + "IoU": 0.129875660023846, + "TN": 37737858, + "TP": 1525, + "n_pred": 1573, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8242275424595866, + "FN": 1993, + "FP": 1443, + "IoU": 0.701009397841977, + "TN": 37738108, + "TP": 8056, + "n_pred": 9499, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9644830741960303, + "FN": 41160, + "FP": 10495, + "IoU": 0.931402519999575, + "TN": 36996584, + "TP": 701361, + "n_pred": 711856, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9262949351965277, + "FN": 39042, + "FP": 9694, + "IoU": 0.86270891845525, + "TN": 37394617, + "TP": 306247, + "n_pred": 315941, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9496492615525078, + "FN": 4237, + "FP": 3594, + "IoU": 0.9041258570029383, + "TN": 37667920, + "TP": 73849, + "n_pred": 77443, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9167435525679891, + "FN": 2606, + "FP": 6869, + "IoU": 0.8462848799480857, + "TN": 37687960, + "TP": 52165, + "n_pred": 59034, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97065914245406, + "FN": 7786, + "FP": 3715, + "IoU": 0.9429909784871617, + "TN": 75704948, + "TP": 190239, + "n_pred": 193954, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9204446557865366, + "FN": 11521, + "FP": 6213, + "IoU": 0.8526146072271533, + "TN": 75786364, + "TP": 102590, + "n_pred": 108803, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7103499627699181, + "FN": 1480, + "FP": 854, + "IoU": 0.5508083140877598, + "TN": 75901492, + "TP": 2862, + "n_pred": 3716, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8230661755366442, + "FN": 1344, + "FP": 49, + "IoU": 0.6993308871141809, + "TN": 75902055, + "TP": 3240, + "n_pred": 3289, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7705722653899135, + "FN": 12692, + "FP": 4463, + "IoU": 0.626773126794883, + "TN": 75860724, + "TP": 28809, + "n_pred": 33272, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9265175718849841, + "FN": 3765, + "FP": 15256, + "IoU": 0.8630952380952381, + "TN": 75767752, + "TP": 119915, + "n_pred": 135171, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8851698021011483, + "FN": 31480, + "FP": 8940, + "IoU": 0.7939951786105632, + "TN": 75710479, + "TP": 155789, + "n_pred": 164729, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9654285179640718, + "FN": 6980, + "FP": 6322, + "IoU": 0.9331675333484061, + "TN": 75707653, + "TP": 185733, + "n_pred": 192055, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9709962421845861, + "FN": 9121, + "FP": 5343, + "IoU": 0.9436274987430772, + "TN": 75650109, + "TP": 242115, + "n_pred": 247458, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9013448576127971, + "FN": 2229, + "FP": 3889, + "IoU": 0.8204074443726883, + "TN": 75872622, + "TP": 27948, + "n_pred": 31837, + "n_ref": 30177 + }, + "5": { + "Dice": 0.895047472414678, + "FN": 909, + "FP": 1136, + "IoU": 0.810032512772875, + "TN": 75895923, + "TP": 8720, + "n_pred": 9856, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9752863944540991, + "FN": 66271, + "FP": 16878, + "IoU": 0.9517648532972586, + "TN": 74182862, + "TP": 1640677, + "n_pred": 1657555, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9361292425159458, + "FN": 22395, + "FP": 11902, + "IoU": 0.8799276001624445, + "TN": 75621052, + "TP": 251339, + "n_pred": 263241, + "n_ref": 273734 + }, + "8": { + "Dice": 0.959425347908161, + "FN": 4328, + "FP": 3066, + "IoU": 0.922014913566705, + "TN": 75811875, + "TP": 87419, + "n_pred": 90485, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8570571659738303, + "FN": 16307, + "FP": 4187, + "IoU": 0.7498687952351312, + "TN": 75824755, + "TP": 61439, + "n_pred": 65626, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776316066873274, + "FN": 2304, + "FP": 1940, + "IoU": 0.9562420093207407, + "TN": 61290762, + "TP": 92744, + "n_pred": 94684, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9041171065393844, + "FN": 7210, + "FP": 7816, + "IoU": 0.8250125190697458, + "TN": 61301881, + "TP": 70843, + "n_pred": 78659, + "n_ref": 78053 + }, + "11": { + "Dice": 0.876629281600485, + "FN": 450, + "FP": 364, + "IoU": 0.7803561791689153, + "TN": 61384044, + "TP": 2892, + "n_pred": 3256, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8562769181687669, + "FN": 685, + "FP": 216, + "IoU": 0.7486750348675035, + "TN": 61384165, + "TP": 2684, + "n_pred": 2900, + "n_ref": 3369 + }, + "13": { + "Dice": 0.746550589120417, + "FN": 11671, + "FP": 7194, + "IoU": 0.595596904542434, + "TN": 61341101, + "TP": 27784, + "n_pred": 34978, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8984819734345351, + "FN": 3011, + "FP": 11327, + "IoU": 0.8156761412575366, + "TN": 61309963, + "TP": 63449, + "n_pred": 74776, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7928921568627451, + "FN": 13616, + "FP": 1594, + "IoU": 0.6568527918781726, + "TN": 61343425, + "TP": 29115, + "n_pred": 30709, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9508996712457438, + "FN": 3583, + "FP": 9799, + "IoU": 0.9063953610374712, + "TN": 61244787, + "TP": 129581, + "n_pred": 139380, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9455413783023489, + "FN": 9087, + "FP": 5258, + "IoU": 0.8967079018995089, + "TN": 61248872, + "TP": 124533, + "n_pred": 129791, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8193493898709846, + "FN": 4909, + "FP": 1294, + "IoU": 0.6939812530833744, + "TN": 61367480, + "TP": 14067, + "n_pred": 15361, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6291859711453057, + "FN": 14590, + "FP": 857, + "IoU": 0.45898711123564023, + "TN": 61359198, + "TP": 13105, + "n_pred": 13962, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9726777287258335, + "FN": 36260, + "FP": 17584, + "IoU": 0.9468087628621557, + "TN": 60375478, + "TP": 958428, + "n_pred": 976012, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8615378018188, + "FN": 39498, + "FP": 5707, + "IoU": 0.7567557387458164, + "TN": 61201908, + "TP": 140637, + "n_pred": 146344, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9481133897584887, + "FN": 13143, + "FP": 12378, + "IoU": 0.901345620837215, + "TN": 61129059, + "TP": 233170, + "n_pred": 245548, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9365851165108716, + "FN": 6425, + "FP": 3500, + "IoU": 0.8807335039715443, + "TN": 61304533, + "TP": 73292, + "n_pred": 76792, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793575396505917, + "FN": 3045, + "FP": 4647, + "IoU": 0.9595500654708379, + "TN": 39558639, + "TP": 182469, + "n_pred": 187116, + "n_ref": 185514 + }, + "10": { + "Dice": 0.751694393099199, + "FN": 9742, + "FP": 18065, + "IoU": 0.6021717670286278, + "TN": 39678903, + "TP": 42090, + "n_pred": 60155, + "n_ref": 51832 + }, + "11": { + "Dice": 0.812936170212766, + "FN": 643, + "FP": 456, + "IoU": 0.6848293662173789, + "TN": 39745313, + "TP": 2388, + "n_pred": 2844, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8733161798092932, + "FN": 575, + "FP": 262, + "IoU": 0.7751209027404621, + "TN": 39745078, + "TP": 2885, + "n_pred": 3147, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7893465255407272, + "FN": 9506, + "FP": 8804, + "IoU": 0.6520003801197377, + "TN": 39696185, + "TP": 34305, + "n_pred": 43109, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3351767618922958, + "FN": 17969, + "FP": 42980, + "IoU": 0.2013287382228454, + "TN": 39672487, + "TP": 15364, + "n_pred": 58344, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8856761482205636, + "FN": 4606, + "FP": 7556, + "IoU": 0.7948103657713591, + "TN": 39689528, + "TP": 47110, + "n_pred": 54666, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9666888348247733, + "FN": 3015, + "FP": 4899, + "IoU": 0.9355253939028563, + "TN": 39626054, + "TP": 114832, + "n_pred": 119731, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9682175030514, + "FN": 2991, + "FP": 5628, + "IoU": 0.9383930294561231, + "TN": 39608897, + "TP": 131284, + "n_pred": 136912, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9344016235756717, + "FN": 1673, + "FP": 1430, + "IoU": 0.8768797365393008, + "TN": 39723597, + "TP": 22100, + "n_pred": 23530, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8550360840916222, + "FN": 1074, + "FP": 774, + "IoU": 0.7467799397095094, + "TN": 39741502, + "TP": 5450, + "n_pred": 6224, + "n_ref": 6524 + }, + "6": { + "Dice": 0.976410677476464, + "FN": 21814, + "FP": 21970, + "IoU": 0.9539086193955612, + "TN": 38798861, + "TP": 906155, + "n_pred": 928125, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9468588143050174, + "FN": 64269, + "FP": 10691, + "IoU": 0.8990806049239941, + "TN": 39006029, + "TP": 667811, + "n_pred": 678502, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9667576033141356, + "FN": 1694, + "FP": 1596, + "IoU": 0.9356542147467241, + "TN": 39697670, + "TP": 47840, + "n_pred": 49436, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9129443782956285, + "FN": 1375, + "FP": 6302, + "IoU": 0.8398322588721286, + "TN": 39700869, + "TP": 40254, + "n_pred": 46556, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585563751317177, + "FN": 5989, + "FP": 1877, + "IoU": 0.9204111986886971, + "TN": 101297775, + "TP": 90967, + "n_pred": 92844, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8980333598093725, + "FN": 11727, + "FP": 4320, + "IoU": 0.8149369745476353, + "TN": 101309897, + "TP": 70664, + "n_pred": 74984, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7206808886923842, + "FN": 2269, + "FP": 258, + "IoU": 0.5633316053222741, + "TN": 101390821, + "TP": 3260, + "n_pred": 3518, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8131626325265053, + "FN": 1160, + "FP": 708, + "IoU": 0.6851508511714142, + "TN": 101390675, + "TP": 4065, + "n_pred": 4773, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9192172186944638, + "FN": 5721, + "FP": 2052, + "IoU": 0.8505106063811374, + "TN": 101344611, + "TP": 44224, + "n_pred": 46276, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9781990682201988, + "FN": 2656, + "FP": 5051, + "IoU": 0.9573284167164973, + "TN": 101215996, + "TP": 172905, + "n_pred": 177956, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7872854077253219, + "FN": 9264, + "FP": 252, + "IoU": 0.6491926564919266, + "TN": 101369482, + "TP": 17610, + "n_pred": 17862, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9419719028559583, + "FN": 4523, + "FP": 17311, + "IoU": 0.8903089675960814, + "TN": 101197558, + "TP": 177216, + "n_pred": 194527, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9812876986385064, + "FN": 3351, + "FP": 2897, + "IoU": 0.9632628341947281, + "TN": 101226535, + "TP": 163825, + "n_pred": 166722, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9258015861431421, + "FN": 632, + "FP": 893, + "IoU": 0.8618534287526044, + "TN": 101385569, + "TP": 9514, + "n_pred": 10407, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8001344419926641, + "FN": 11139, + "FP": 2538, + "IoU": 0.6668534125785551, + "TN": 101355554, + "TP": 27377, + "n_pred": 29915, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9773225324655817, + "FN": 57554, + "FP": 24725, + "IoU": 0.9556507926412193, + "TN": 99541355, + "TP": 1772974, + "n_pred": 1797699, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9511033026618835, + "FN": 34433, + "FP": 9429, + "IoU": 0.9067654661089004, + "TN": 100926160, + "TP": 426586, + "n_pred": 436015, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9666192421550062, + "FN": 7395, + "FP": 9756, + "IoU": 0.9353950466145589, + "TN": 101131133, + "TP": 248324, + "n_pred": 258080, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9467634185671504, + "FN": 4421, + "FP": 4823, + "IoU": 0.8989085977996981, + "TN": 101305166, + "TP": 82198, + "n_pred": 87021, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962658778164222, + "FN": 13281, + "FP": 2523, + "IoU": 0.9280059038438762, + "TN": 73663986, + "TP": 203714, + "n_pred": 206237, + "n_ref": 216995 + }, + "10": { + "Dice": 0.18183919336665413, + "FN": 66400, + "FP": 18557, + "IoU": 0.10001271213373164, + "TN": 73789106, + "TP": 9441, + "n_pred": 27998, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6745458872055208, + "FN": 2007, + "FP": 2096, + "IoU": 0.508916816277678, + "TN": 73875149, + "TP": 4252, + "n_pred": 6348, + "n_ref": 6259 + }, + "12": { + "Dice": 0.45738263834251247, + "FN": 3797, + "FP": 341, + "IoU": 0.29649778986739206, + "TN": 73877622, + "TP": 1744, + "n_pred": 2085, + "n_ref": 5541 + }, + "13": { + "Dice": 0.022501055058620087, + "FN": 60146, + "FP": 34819, + "IoU": 0.011378542130795977, + "TN": 73787446, + "TP": 1093, + "n_pred": 35912, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8469607688963303, + "FN": 9583, + "FP": 23505, + "IoU": 0.7345463589175832, + "TN": 73758857, + "TP": 91559, + "n_pred": 115064, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8586305917259714, + "FN": 46807, + "FP": 10940, + "IoU": 0.7522810629946592, + "TN": 73650389, + "TP": 175368, + "n_pred": 186308, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6376204259731283, + "FN": 87737, + "FP": 29695, + "IoU": 0.4680196606944665, + "TN": 73662759, + "TP": 103313, + "n_pred": 133008, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7656333952815465, + "FN": 22947, + "FP": 77814, + "IoU": 0.6202641843637529, + "TN": 73618159, + "TP": 164584, + "n_pred": 242398, + "n_ref": 187531 + }, + "4": { + "Dice": 0.1878453038674033, + "FN": 42924, + "FP": 0, + "IoU": 0.10365853658536585, + "TN": 73835616, + "TP": 4964, + "n_pred": 4964, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7071268123340821, + "FN": 6471, + "FP": 700, + "IoU": 0.5469421278746525, + "TN": 73867676, + "TP": 8657, + "n_pred": 9357, + "n_ref": 15128 + }, + "6": { + "Dice": 0.768177165683475, + "FN": 548181, + "FP": 147820, + "IoU": 0.6236101038910331, + "TN": 72034355, + "TP": 1153148, + "n_pred": 1300968, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.46741520508336654, + "FN": 118606, + "FP": 4436, + "IoU": 0.3049848899935041, + "TN": 73706469, + "TP": 53993, + "n_pred": 58429, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8762930478524442, + "FN": 11508, + "FP": 7674, + "IoU": 0.7798234639179991, + "TN": 73796383, + "TP": 67939, + "n_pred": 75613, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8173589003970567, + "FN": 8148, + "FP": 28513, + "IoU": 0.6911301329469055, + "TN": 73764810, + "TP": 82033, + "n_pred": 110546, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702924535819587, + "FN": 4699, + "FP": 6485, + "IoU": 0.9422990605024067, + "TN": 69301949, + "TP": 182643, + "n_pred": 189128, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7835472448835673, + "FN": 14696, + "FP": 14463, + "IoU": 0.6441246826791642, + "TN": 69413840, + "TP": 52777, + "n_pred": 67240, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7801039763945483, + "FN": 685, + "FP": 880, + "IoU": 0.6394839898640866, + "TN": 69491435, + "TP": 2776, + "n_pred": 3656, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7051762940735183, + "FN": 1272, + "FP": 300, + "IoU": 0.544611819235226, + "TN": 69492324, + "TP": 1880, + "n_pred": 2180, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7251406581568752, + "FN": 21947, + "FP": 20408, + "IoU": 0.5688005212469204, + "TN": 69397550, + "TP": 55871, + "n_pred": 76279, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9485962724545853, + "FN": 10306, + "FP": 4946, + "IoU": 0.9022188599893577, + "TN": 69339795, + "TP": 140729, + "n_pred": 145675, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9200192338515788, + "FN": 10766, + "FP": 3705, + "IoU": 0.8518848322944494, + "TN": 69398075, + "TP": 83230, + "n_pred": 86935, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9667050282405304, + "FN": 4411, + "FP": 5628, + "IoU": 0.9355557267393342, + "TN": 69339998, + "TP": 145739, + "n_pred": 151367, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9697637287788015, + "FN": 7057, + "FP": 3264, + "IoU": 0.9413022583929069, + "TN": 69319943, + "TP": 165512, + "n_pred": 168776, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8088470926488867, + "FN": 10112, + "FP": 2653, + "IoU": 0.6790455596902344, + "TN": 69456004, + "TP": 27007, + "n_pred": 29660, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8825519838454402, + "FN": 2922, + "FP": 1382, + "IoU": 0.7897924297924298, + "TN": 69475301, + "TP": 16171, + "n_pred": 17553, + "n_ref": 19093 + }, + "6": { + "Dice": 0.981584413274609, + "FN": 25769, + "FP": 27659, + "IoU": 0.9638348293851149, + "TN": 68018443, + "TP": 1423905, + "n_pred": 1451564, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9534356088162639, + "FN": 14835, + "FP": 14288, + "IoU": 0.9110147611059677, + "TN": 69168497, + "TP": 298156, + "n_pred": 312444, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9430233364942063, + "FN": 7138, + "FP": 2716, + "IoU": 0.8921893633548867, + "TN": 69404375, + "TP": 81547, + "n_pred": 84263, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9285892832102814, + "FN": 4214, + "FP": 7499, + "IoU": 0.8666977739336277, + "TN": 69407908, + "TP": 76155, + "n_pred": 83654, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977460232668566, + "FN": 4792, + "FP": 4322, + "IoU": 0.9559141501356823, + "TN": 50626819, + "TP": 197619, + "n_pred": 201941, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8963392134649619, + "FN": 6609, + "FP": 9404, + "IoU": 0.8121510018300409, + "TN": 50748308, + "TP": 69231, + "n_pred": 78635, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8469141567437155, + "FN": 1288, + "FP": 679, + "IoU": 0.734476241900648, + "TN": 50826144, + "TP": 5441, + "n_pred": 6120, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6113038155478474, + "FN": 3303, + "FP": 507, + "IoU": 0.44019982368498384, + "TN": 50826746, + "TP": 2996, + "n_pred": 3503, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8472868974350625, + "FN": 9234, + "FP": 4835, + "IoU": 0.735037101209085, + "TN": 50780454, + "TP": 39029, + "n_pred": 43864, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5096179433567762, + "FN": 23926, + "FP": 27672, + "IoU": 0.34193778775395683, + "TN": 50755143, + "TP": 26811, + "n_pred": 54483, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4645441703792242, + "FN": 24068, + "FP": 571, + "IoU": 0.3025447957652787, + "TN": 50798225, + "TP": 10688, + "n_pred": 11259, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9693730797660178, + "FN": 6829, + "FP": 6140, + "IoU": 0.9405664268365336, + "TN": 50615342, + "TP": 205241, + "n_pred": 211381, + "n_ref": 212070 + }, + "3": { + "Dice": 0.969634938552438, + "FN": 5137, + "FP": 7264, + "IoU": 0.9410596057966055, + "TN": 50623153, + "TP": 197998, + "n_pred": 205262, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9327095308113889, + "FN": 521, + "FP": 1996, + "IoU": 0.8739041130203897, + "TN": 50813591, + "TP": 17444, + "n_pred": 19440, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9025236593059937, + "FN": 1400, + "FP": 1072, + "IoU": 0.8223627479160678, + "TN": 50819636, + "TP": 11444, + "n_pred": 12516, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9857296489754771, + "FN": 29544, + "FP": 33194, + "IoU": 0.9718608534497567, + "TN": 48603989, + "TP": 2166825, + "n_pred": 2200019, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9511664880628217, + "FN": 11790, + "FP": 10448, + "IoU": 0.906880336332916, + "TN": 50594741, + "TP": 216573, + "n_pred": 227021, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9636906254455704, + "FN": 4921, + "FP": 2464, + "IoU": 0.9299256082286408, + "TN": 50728164, + "TP": 98003, + "n_pred": 100467, + "n_ref": 102924 + }, + "9": { + "Dice": 0.932551904840403, + "FN": 7633, + "FP": 7915, + "IoU": 0.8736274007786529, + "TN": 50710519, + "TP": 107485, + "n_pred": 115400, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739756659308667, + "FN": 8545, + "FP": 2325, + "IoU": 0.9492715071075892, + "TN": 76670582, + "TP": 203408, + "n_pred": 205733, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8087582275690486, + "FN": 13598, + "FP": 10692, + "IoU": 0.6789203050851939, + "TN": 76809209, + "TP": 51361, + "n_pred": 62053, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7990770323038694, + "FN": 623, + "FP": 509, + "IoU": 0.665385752290866, + "TN": 76881477, + "TP": 2251, + "n_pred": 2760, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6472636815920398, + "FN": 1308, + "FP": 110, + "IoU": 0.4784847370356749, + "TN": 76882141, + "TP": 1301, + "n_pred": 1411, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6236377008625109, + "FN": 14801, + "FP": 18973, + "IoU": 0.45310577109916444, + "TN": 76823104, + "TP": 27982, + "n_pred": 46955, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9356215370812672, + "FN": 4338, + "FP": 6282, + "IoU": 0.8790308801585583, + "TN": 76797069, + "TP": 77171, + "n_pred": 83453, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5675182164408813, + "FN": 23698, + "FP": 1171, + "IoU": 0.39617831301898704, + "TN": 76843674, + "TP": 16317, + "n_pred": 17488, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9525589727114304, + "FN": 6053, + "FP": 3693, + "IoU": 0.9094153731759457, + "TN": 76777270, + "TP": 97844, + "n_pred": 101537, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9552148892658412, + "FN": 7029, + "FP": 1446, + "IoU": 0.9142692401068221, + "TN": 76786004, + "TP": 90381, + "n_pred": 91827, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9392150340927989, + "FN": 2292, + "FP": 632, + "IoU": 0.885396253037548, + "TN": 76859346, + "TP": 22590, + "n_pred": 23222, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8596485146798849, + "FN": 3355, + "FP": 694, + "IoU": 0.7538452185543194, + "TN": 76868411, + "TP": 12400, + "n_pred": 13094, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9721572351400626, + "FN": 31540, + "FP": 31440, + "IoU": 0.9458229102508078, + "TN": 75722376, + "TP": 1099504, + "n_pred": 1130944, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9214038463941617, + "FN": 13689, + "FP": 11469, + "IoU": 0.8542621288921072, + "TN": 76712235, + "TP": 147467, + "n_pred": 158936, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9608323054369797, + "FN": 2915, + "FP": 3150, + "IoU": 0.9246171820622452, + "TN": 76804404, + "TP": 74391, + "n_pred": 77541, + "n_ref": 77306 + }, + "9": { + "Dice": 0.931951771752345, + "FN": 8211, + "FP": 3991, + "IoU": 0.8725746151757555, + "TN": 76789102, + "TP": 83556, + "n_pred": 87547, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354589322730825, + "FN": 14462, + "FP": 732, + "IoU": 0.8787438649694744, + "TN": 130874627, + "TP": 110111, + "n_pred": 110843, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7995104642665328, + "FN": 12160, + "FP": 10611, + "IoU": 0.6659870331798046, + "TN": 130931758, + "TP": 45403, + "n_pred": 56014, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7063082830499178, + "FN": 2349, + "FP": 328, + "IoU": 0.5459633649932157, + "TN": 130994036, + "TP": 3219, + "n_pred": 3547, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4707417444544816, + "FN": 4957, + "FP": 316, + "IoU": 0.30782357574166447, + "TN": 130992314, + "TP": 2345, + "n_pred": 2661, + "n_ref": 7302 + }, + "13": { + "Dice": 0.73359736339214, + "FN": 25441, + "FP": 13035, + "IoU": 0.5792765603814023, + "TN": 130908480, + "TP": 52976, + "n_pred": 66011, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7510407139254789, + "FN": 375022, + "FP": 3603, + "IoU": 0.6013332238282961, + "TN": 130050204, + "TP": 571103, + "n_pred": 574706, + "n_ref": 946125 + }, + "15": { + "Dice": 0.012764291307752544, + "FN": 25147, + "FP": 67, + "IoU": 0.006423139062931, + "TN": 130974555, + "TP": 163, + "n_pred": 230, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9424264980404956, + "FN": 18178, + "FP": 6341, + "IoU": 0.8911215119273876, + "TN": 130774736, + "TP": 200677, + "n_pred": 207018, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9597085908694181, + "FN": 13646, + "FP": 8974, + "IoU": 0.9225382257760731, + "TN": 130707917, + "TP": 269395, + "n_pred": 278369, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1331, + "IoU": 0.0, + "TN": 130996321, + "TP": 0, + "n_pred": 1331, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7894600635219386, + "FN": 6941, + "FP": 2008, + "IoU": 0.652155323201306, + "TN": 130974205, + "TP": 16778, + "n_pred": 18786, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9667597388948533, + "FN": 63292, + "FP": 33649, + "IoU": 0.93565821550625, + "TN": 129493275, + "TP": 1409716, + "n_pred": 1443365, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.865962614565022, + "FN": 42736, + "FP": 7207, + "IoU": 0.763610288061948, + "TN": 130788658, + "TP": 161331, + "n_pred": 168538, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9528082983660369, + "FN": 8173, + "FP": 3501, + "IoU": 0.9098699854853155, + "TN": 130870408, + "TP": 117850, + "n_pred": 121351, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8071607151280721, + "FN": 5886, + "FP": 18642, + "IoU": 0.6766718076481987, + "TN": 130924071, + "TP": 51333, + "n_pred": 69975, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618321953966354, + "FN": 2758, + "FP": 1580, + "IoU": 0.9264708375002119, + "TN": 74367701, + "TP": 54659, + "n_pred": 56239, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7891128886315104, + "FN": 24269, + "FP": 4864, + "IoU": 0.6516816317746505, + "TN": 74343059, + "TP": 54506, + "n_pred": 59370, + "n_ref": 78775 + }, + "11": { + "Dice": 0.751472320376914, + "FN": 793, + "FP": 262, + "IoU": 0.6018867924528302, + "TN": 74424048, + "TP": 1595, + "n_pred": 1857, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5841813135985199, + "FN": 1194, + "FP": 604, + "IoU": 0.41261025808559293, + "TN": 74423637, + "TP": 1263, + "n_pred": 1867, + "n_ref": 2457 + }, + "13": { + "Dice": 0.49870658525375877, + "FN": 65348, + "FP": 11004, + "IoU": 0.3321846218435945, + "TN": 74312367, + "TP": 37979, + "n_pred": 48983, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9297071154930087, + "FN": 16671, + "FP": 6650, + "IoU": 0.8686473851699569, + "TN": 74249153, + "TP": 154224, + "n_pred": 160874, + "n_ref": 170895 + }, + "15": { + "Dice": 0.38362836683508417, + "FN": 16941, + "FP": 16, + "IoU": 0.23733921021858415, + "TN": 74404464, + "TP": 5277, + "n_pred": 5293, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9374552110584436, + "FN": 10176, + "FP": 4312, + "IoU": 0.8822735952545403, + "TN": 74303633, + "TP": 108577, + "n_pred": 112889, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9488961237549213, + "FN": 8635, + "FP": 4566, + "IoU": 0.9027615112073601, + "TN": 74290939, + "TP": 122558, + "n_pred": 127124, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6916025089680925, + "FN": 13976, + "FP": 725, + "IoU": 0.5285874619207953, + "TN": 74395513, + "TP": 16484, + "n_pred": 17209, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736690916546319, + "FN": 23247, + "FP": 23501, + "IoU": 0.9486892421707959, + "TN": 73515622, + "TP": 864328, + "n_pred": 887829, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7128560622031523, + "FN": 64287, + "FP": 5178, + "IoU": 0.5538277742451394, + "TN": 74271007, + "TP": 86226, + "n_pred": 91404, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8939463400790272, + "FN": 2283, + "FP": 7433, + "IoU": 0.8082305338991415, + "TN": 74376033, + "TP": 40949, + "n_pred": 48382, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8804377643984349, + "FN": 3282, + "FP": 4999, + "IoU": 0.786412524825256, + "TN": 74387927, + "TP": 30490, + "n_pred": 35489, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755323284239623, + "FN": 4882, + "FP": 1916, + "IoU": 0.9522333944644702, + "TN": 106504371, + "TP": 135519, + "n_pred": 137435, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8715320728043824, + "FN": 13033, + "FP": 12412, + "IoU": 0.7723144378327592, + "TN": 106534933, + "TP": 86310, + "n_pred": 98722, + "n_ref": 99343 + }, + "11": { + "Dice": 0.634241720640352, + "FN": 2056, + "FP": 937, + "IoU": 0.46438797423049394, + "TN": 106641100, + "TP": 2595, + "n_pred": 3532, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8149892093388268, + "FN": 1316, + "FP": 570, + "IoU": 0.687748344370861, + "TN": 106640648, + "TP": 4154, + "n_pred": 4724, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7743477014240657, + "FN": 12586, + "FP": 3941, + "IoU": 0.6317841547099189, + "TN": 106601804, + "TP": 28357, + "n_pred": 32298, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9317661094616396, + "FN": 1527, + "FP": 8539, + "IoU": 0.8722491560271086, + "TN": 106567894, + "TP": 68728, + "n_pred": 77267, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4002741603838245, + "FN": 19845, + "FP": 280, + "IoU": 0.25021422450728364, + "TN": 106619847, + "TP": 6716, + "n_pred": 6996, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9676952350538235, + "FN": 4860, + "FP": 7279, + "IoU": 0.9374123494472859, + "TN": 106452736, + "TP": 181813, + "n_pred": 189092, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9711522538336701, + "FN": 3882, + "FP": 4828, + "IoU": 0.9439222250836982, + "TN": 106491368, + "TP": 146610, + "n_pred": 151438, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7710922981622961, + "FN": 747, + "FP": 4796, + "IoU": 0.6274615229518112, + "TN": 106631809, + "TP": 9336, + "n_pred": 14132, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7821677084561859, + "FN": 1126, + "FP": 721, + "IoU": 0.642262250629479, + "TN": 106641525, + "TP": 3316, + "n_pred": 4037, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9738341742481427, + "FN": 46980, + "FP": 18882, + "IoU": 0.9490027340704199, + "TN": 105355207, + "TP": 1225619, + "n_pred": 1244501, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9242862888726867, + "FN": 11672, + "FP": 41601, + "IoU": 0.8592307407740156, + "TN": 106268246, + "TP": 325169, + "n_pred": 366770, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9542889625244361, + "FN": 2201, + "FP": 4393, + "IoU": 0.912574246924056, + "TN": 106571264, + "TP": 68830, + "n_pred": 73223, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9323107342940172, + "FN": 7285, + "FP": 4012, + "IoU": 0.8732041842506959, + "TN": 106557592, + "TP": 77799, + "n_pred": 81811, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677214026983044, + "FN": 7271, + "FP": 2567, + "IoU": 0.9374614616905366, + "TN": 107969617, + "TP": 147473, + "n_pred": 150040, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8863609558181775, + "FN": 5990, + "FP": 13280, + "IoU": 0.7959140445451753, + "TN": 108032507, + "TP": 75151, + "n_pred": 88431, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7360622337469902, + "FN": 1050, + "FP": 375, + "IoU": 0.5823563892145369, + "TN": 108123516, + "TP": 1987, + "n_pred": 2362, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7897703836106146, + "FN": 1102, + "FP": 427, + "IoU": 0.6525789593274256, + "TN": 108122527, + "TP": 2872, + "n_pred": 3299, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7910094360170593, + "FN": 21131, + "FP": 8614, + "IoU": 0.6542726300618346, + "TN": 108040892, + "TP": 56291, + "n_pred": 64905, + "n_ref": 77422 + }, + "14": { + "Dice": 0.787699560230906, + "FN": 3801, + "FP": 15654, + "IoU": 0.6497560624336147, + "TN": 108071381, + "TP": 36092, + "n_pred": 51746, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5764880255870193, + "FN": 16146, + "FP": 141, + "IoU": 0.40497588776852256, + "TN": 108099556, + "TP": 11085, + "n_pred": 11226, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9377091472343665, + "FN": 13020, + "FP": 10546, + "IoU": 0.882723544868222, + "TN": 107925984, + "TP": 177378, + "n_pred": 187924, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9659693371266436, + "FN": 9927, + "FP": 3482, + "IoU": 0.9341786194641613, + "TN": 107923210, + "TP": 190309, + "n_pred": 193791, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9441296263502745, + "FN": 1320, + "FP": 2466, + "IoU": 0.8941719077568134, + "TN": 108091153, + "TP": 31989, + "n_pred": 34455, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8810413713107359, + "FN": 459, + "FP": 464, + "IoU": 0.7873761806035475, + "TN": 108122587, + "TP": 3418, + "n_pred": 3882, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9751701180145664, + "FN": 52757, + "FP": 19893, + "IoU": 0.9515434075022677, + "TN": 106627648, + "TP": 1426630, + "n_pred": 1446523, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9594554808318095, + "FN": 8714, + "FP": 12218, + "IoU": 0.922070572817775, + "TN": 107858326, + "TP": 247670, + "n_pred": 259888, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9546731313884778, + "FN": 2216, + "FP": 1673, + "IoU": 0.9132771385246633, + "TN": 108082084, + "TP": 40955, + "n_pred": 42628, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9144213116988271, + "FN": 4706, + "FP": 5969, + "IoU": 0.8423353567577946, + "TN": 108059221, + "TP": 57032, + "n_pred": 63001, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256130812236543, + "FN": 10090, + "FP": 8298, + "IoU": 0.8615267600966933, + "TN": 62437369, + "TP": 114403, + "n_pred": 122701, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7837691418665126, + "FN": 15744, + "FP": 8204, + "IoU": 0.6444246473645138, + "TN": 62502810, + "TP": 43402, + "n_pred": 51606, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6408268733850129, + "FN": 936, + "FP": 315, + "IoU": 0.4714828897338403, + "TN": 62567793, + "TP": 1116, + "n_pred": 1431, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7355328620057606, + "FN": 1458, + "FP": 562, + "IoU": 0.581693932491199, + "TN": 62565331, + "TP": 2809, + "n_pred": 3371, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8563352137731044, + "FN": 6568, + "FP": 5223, + "IoU": 0.7487641694366317, + "TN": 62523228, + "TP": 35141, + "n_pred": 40364, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9178497276803178, + "FN": 49407, + "FP": 5195, + "IoU": 0.8481721542358696, + "TN": 62210529, + "TP": 305029, + "n_pred": 310224, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7127679700490884, + "FN": 19755, + "FP": 37939, + "IoU": 0.5537214375222389, + "TN": 62440882, + "TP": 71584, + "n_pred": 109523, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9578198126771313, + "FN": 5128, + "FP": 9130, + "IoU": 0.9190539451124661, + "TN": 62394018, + "TP": 161884, + "n_pred": 171014, + "n_ref": 167012 + }, + "3": { + "Dice": 0.970318623792162, + "FN": 8418, + "FP": 3313, + "IoU": 0.942348425651535, + "TN": 62366679, + "TP": 191750, + "n_pred": 195063, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9096286701208981, + "FN": 2413, + "FP": 1773, + "IoU": 0.8342375163346929, + "TN": 62544907, + "TP": 21067, + "n_pred": 22840, + "n_ref": 23480 + }, + "5": { + "Dice": 0.642593610173483, + "FN": 4082, + "FP": 471, + "IoU": 0.47339810316909553, + "TN": 62561514, + "TP": 4093, + "n_pred": 4564, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9676640766259347, + "FN": 74382, + "FP": 18059, + "IoU": 0.937353873594984, + "TN": 61094554, + "TP": 1383165, + "n_pred": 1401224, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8785746628204542, + "FN": 14707, + "FP": 33027, + "IoU": 0.7834446339781512, + "TN": 62349736, + "TP": 172690, + "n_pred": 205717, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8771239094321853, + "FN": 3067, + "FP": 15721, + "IoU": 0.7811404275147067, + "TN": 62484315, + "TP": 67057, + "n_pred": 82778, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8821148424196745, + "FN": 2196, + "FP": 10473, + "IoU": 0.7890925435748889, + "TN": 62510091, + "TP": 47400, + "n_pred": 57873, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9249852557882922, + "FN": 13298, + "FP": 30075, + "IoU": 0.8604395993345839, + "TN": 55070465, + "TP": 267410, + "n_pred": 297485, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8768449163030027, + "FN": 9258, + "FP": 9650, + "IoU": 0.7806979900022037, + "TN": 55295029, + "TP": 67311, + "n_pred": 76961, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7662988966900702, + "FN": 1271, + "FP": 593, + "IoU": 0.6211382113821138, + "TN": 55376328, + "TP": 3056, + "n_pred": 3649, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7866557797737082, + "FN": 1356, + "FP": 473, + "IoU": 0.6483368582964815, + "TN": 55376047, + "TP": 3372, + "n_pred": 3845, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7684719719244997, + "FN": 10310, + "FP": 16541, + "IoU": 0.6239987677141097, + "TN": 55309836, + "TP": 44561, + "n_pred": 61102, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9389319217641889, + "FN": 3304, + "FP": 8648, + "IoU": 0.8848931949072558, + "TN": 55277414, + "TP": 91882, + "n_pred": 100530, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8091328147507922, + "FN": 9221, + "FP": 27879, + "IoU": 0.6794484093383332, + "TN": 55265510, + "TP": 78638, + "n_pred": 106517, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9638911899236972, + "FN": 8029, + "FP": 6007, + "IoU": 0.9302991930477964, + "TN": 55179873, + "TP": 187339, + "n_pred": 193346, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9669708014001116, + "FN": 9710, + "FP": 2189, + "IoU": 0.9360536979116284, + "TN": 55195170, + "TP": 174179, + "n_pred": 176368, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8162236480293309, + "FN": 2066, + "FP": 340, + "IoU": 0.6895083236546651, + "TN": 55373499, + "TP": 5343, + "n_pred": 5683, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7289333478308144, + "FN": 2288, + "FP": 205, + "IoU": 0.5734816082121471, + "TN": 55375403, + "TP": 3352, + "n_pred": 3557, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9625855133908843, + "FN": 88430, + "FP": 21209, + "IoU": 0.9278697433049958, + "TN": 53861234, + "TP": 1410375, + "n_pred": 1431584, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7604206949892272, + "FN": 65138, + "FP": 4248, + "IoU": 0.6134506214450058, + "TN": 55201747, + "TP": 110115, + "n_pred": 114363, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9512693379865086, + "FN": 2349, + "FP": 2231, + "IoU": 0.9070673457378812, + "TN": 55331965, + "TP": 44703, + "n_pred": 46934, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9043506413125244, + "FN": 3429, + "FP": 6616, + "IoU": 0.8254015156782313, + "TN": 55323716, + "TP": 47487, + "n_pred": 54103, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801812655160287, + "FN": 7228, + "FP": 4156, + "IoU": 0.9611328291708633, + "TN": 110853720, + "TP": 281511, + "n_pred": 285667, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8805904491910651, + "FN": 10210, + "FP": 9334, + "IoU": 0.7866561872325561, + "TN": 111055007, + "TP": 72064, + "n_pred": 81398, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8023394922238468, + "FN": 616, + "FP": 871, + "IoU": 0.6699223085460599, + "TN": 111142110, + "TP": 3018, + "n_pred": 3889, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7485124950416502, + "FN": 1217, + "FP": 51, + "IoU": 0.5980982567353408, + "TN": 111143460, + "TP": 1887, + "n_pred": 1938, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8676453112993052, + "FN": 7833, + "FP": 8874, + "IoU": 0.7662310404656629, + "TN": 111075147, + "TP": 54761, + "n_pred": 63635, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8734662015466055, + "FN": 5310, + "FP": 5064, + "IoU": 0.7753572975313989, + "TN": 111100435, + "TP": 35806, + "n_pred": 40870, + "n_ref": 41116 + }, + "15": { + "Dice": 0.635464500176616, + "FN": 12771, + "FP": 1677, + "IoU": 0.4657002329795496, + "TN": 111119574, + "TP": 12593, + "n_pred": 14270, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9659961858155518, + "FN": 8234, + "FP": 2161, + "IoU": 0.934228841870824, + "TN": 110988567, + "TP": 147653, + "n_pred": 149814, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9758051318976239, + "FN": 6043, + "FP": 5785, + "IoU": 0.9527533893091961, + "TN": 110896269, + "TP": 238518, + "n_pred": 244303, + "n_ref": 244561 + }, + "4": { + "Dice": 0.924448887252065, + "FN": 1267, + "FP": 1605, + "IoU": 0.8595118133346378, + "TN": 111126172, + "TP": 17571, + "n_pred": 19176, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8203069236259815, + "FN": 170, + "FP": 1844, + "IoU": 0.695356224474361, + "TN": 111140004, + "TP": 4597, + "n_pred": 6441, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9810527732382494, + "FN": 29579, + "FP": 31243, + "IoU": 0.9628101902353361, + "TN": 109511167, + "TP": 1574626, + "n_pred": 1605869, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4948479693564146, + "FN": 251579, + "FP": 7957, + "IoU": 0.32876942613220506, + "TN": 110759958, + "TP": 127121, + "n_pred": 135078, + "n_ref": 378700 + }, + "8": { + "Dice": 0.937043129785155, + "FN": 4790, + "FP": 5390, + "IoU": 0.8815438857794482, + "TN": 111060676, + "TP": 75759, + "n_pred": 81149, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9134542671538034, + "FN": 5725, + "FP": 3774, + "IoU": 0.8406956463406453, + "TN": 111086987, + "TP": 50129, + "n_pred": 53903, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727144385886467, + "FN": 8579, + "FP": 2283, + "IoU": 0.9468783317194363, + "TN": 96916551, + "TP": 193612, + "n_pred": 195895, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9094779537182535, + "FN": 6684, + "FP": 6796, + "IoU": 0.8339840141877163, + "TN": 97039828, + "TP": 67717, + "n_pred": 74513, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7972602739726027, + "FN": 1002, + "FP": 478, + "IoU": 0.662870159453303, + "TN": 97116635, + "TP": 2910, + "n_pred": 3388, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6992081314265454, + "FN": 2325, + "FP": 220, + "IoU": 0.5375249863710704, + "TN": 97115522, + "TP": 2958, + "n_pred": 3178, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8900949796472184, + "FN": 5779, + "FP": 5480, + "IoU": 0.8019559902200489, + "TN": 97064174, + "TP": 45592, + "n_pred": 51072, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9418509479726876, + "FN": 7301, + "FP": 8258, + "IoU": 0.8900928901917847, + "TN": 96979460, + "TP": 126006, + "n_pred": 134264, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8763607375753061, + "FN": 1439, + "FP": 17483, + "IoU": 0.7799306831662441, + "TN": 97035043, + "TP": 67060, + "n_pred": 84543, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9645095553475588, + "FN": 4579, + "FP": 7403, + "IoU": 0.9314519127902653, + "TN": 96946228, + "TP": 162815, + "n_pred": 170218, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9641744831155624, + "FN": 7473, + "FP": 8309, + "IoU": 0.9308271203972772, + "TN": 96892872, + "TP": 212371, + "n_pred": 220680, + "n_ref": 219844 + }, + "4": { + "Dice": 0.892441436447971, + "FN": 1937, + "FP": 1750, + "IoU": 0.8057735868935363, + "TN": 97102042, + "TP": 15296, + "n_pred": 17046, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7950806830643898, + "FN": 2308, + "FP": 2924, + "IoU": 0.6598621765700169, + "TN": 97105643, + "TP": 10150, + "n_pred": 13074, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9799070063213235, + "FN": 43634, + "FP": 19687, + "IoU": 0.9606055647804878, + "TN": 95513666, + "TP": 1544038, + "n_pred": 1563725, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8895162990905713, + "FN": 61014, + "FP": 5002, + "IoU": 0.8010169787833027, + "TN": 96789258, + "TP": 265751, + "n_pred": 270753, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9519808756720297, + "FN": 4135, + "FP": 5547, + "IoU": 0.9083621220008519, + "TN": 97015370, + "TP": 95973, + "n_pred": 101520, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9402411819176698, + "FN": 6092, + "FP": 5266, + "IoU": 0.8872218526278163, + "TN": 97020314, + "TP": 89353, + "n_pred": 94619, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756849987379758, + "FN": 5791, + "FP": 3746, + "IoU": 0.9525243675391524, + "TN": 78855523, + "TP": 191345, + "n_pred": 195091, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8518744734625106, + "FN": 12118, + "FP": 16014, + "IoU": 0.741969805367527, + "TN": 78947379, + "TP": 80894, + "n_pred": 96908, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7655698085145938, + "FN": 950, + "FP": 311, + "IoU": 0.6201807228915662, + "TN": 79053085, + "TP": 2059, + "n_pred": 2370, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6130670277589709, + "FN": 1193, + "FP": 1093, + "IoU": 0.44203075421039784, + "TN": 79052308, + "TP": 1811, + "n_pred": 2904, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7954607129641051, + "FN": 17109, + "FP": 7764, + "IoU": 0.6603858599926269, + "TN": 78983166, + "TP": 48366, + "n_pred": 56130, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5280175109443402, + "FN": 20992, + "FP": 9196, + "IoU": 0.35871181543952074, + "TN": 79009331, + "TP": 16886, + "n_pred": 26082, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5806898675700647, + "FN": 19677, + "FP": 7553, + "IoU": 0.40913529347944017, + "TN": 79010320, + "TP": 18855, + "n_pred": 26408, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9468671567865313, + "FN": 6170, + "FP": 5791, + "IoU": 0.8990956486527527, + "TN": 78937867, + "TP": 106577, + "n_pred": 112368, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9522772713409469, + "FN": 8977, + "FP": 2289, + "IoU": 0.908901988372187, + "TN": 78932736, + "TP": 112403, + "n_pred": 114692, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9075779036827195, + "FN": 793, + "FP": 773, + "IoU": 0.8307941653160453, + "TN": 79047150, + "TP": 7689, + "n_pred": 8462, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8920612098182191, + "FN": 615, + "FP": 436, + "IoU": 0.8051538746755654, + "TN": 79051011, + "TP": 4343, + "n_pred": 4779, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9780453263197273, + "FN": 37576, + "FP": 19938, + "IoU": 0.9570339580693744, + "TN": 77717813, + "TP": 1281078, + "n_pred": 1301016, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9454228795383054, + "FN": 41323, + "FP": 8628, + "IoU": 0.8964947761472376, + "TN": 78573811, + "TP": 432643, + "n_pred": 441271, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9488205527442585, + "FN": 1058, + "FP": 2229, + "IoU": 0.9026247185685508, + "TN": 79022649, + "TP": 30469, + "n_pred": 32698, + "n_ref": 31527 + }, + "9": { + "Dice": 0.930956383009031, + "FN": 5936, + "FP": 3758, + "IoU": 0.8708310570427321, + "TN": 78981356, + "TP": 65355, + "n_pred": 69113, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666168758245473, + "FN": 11783, + "FP": 3526, + "IoU": 0.9353906147788325, + "TN": 122474993, + "TP": 221638, + "n_pred": 225164, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8605397099779122, + "FN": 20788, + "FP": 8256, + "IoU": 0.7552169369247884, + "TN": 122593288, + "TP": 89608, + "n_pred": 97864, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8149498632634458, + "FN": 1053, + "FP": 368, + "IoU": 0.6876923076923077, + "TN": 122707390, + "TP": 3129, + "n_pred": 3497, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4474671669793621, + "FN": 4382, + "FP": 330, + "IoU": 0.2882175226586103, + "TN": 122705320, + "TP": 1908, + "n_pred": 2238, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5795501701386007, + "FN": 25868, + "FP": 14660, + "IoU": 0.408004674262343, + "TN": 122643480, + "TP": 27932, + "n_pred": 42592, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9243095188104827, + "FN": 10844, + "FP": 5018, + "IoU": 0.8592708915564309, + "TN": 122599227, + "TP": 96851, + "n_pred": 101869, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9191628970522444, + "FN": 4862, + "FP": 3269, + "IoU": 0.8504176018249384, + "TN": 122657582, + "TP": 46227, + "n_pred": 49496, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9500875942590397, + "FN": 5970, + "FP": 7791, + "IoU": 0.9049208191692231, + "TN": 122567208, + "TP": 130971, + "n_pred": 138762, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9621890681487077, + "FN": 3222, + "FP": 7990, + "IoU": 0.9271332943393774, + "TN": 122558070, + "TP": 142658, + "n_pred": 150648, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9459684908006358, + "FN": 5371, + "FP": 1495, + "IoU": 0.8974764820068687, + "TN": 122644970, + "TP": 60104, + "n_pred": 61599, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7694741259644252, + "FN": 5291, + "FP": 1850, + "IoU": 0.6253213704811376, + "TN": 122692881, + "TP": 11918, + "n_pred": 13768, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9796481647295927, + "FN": 53266, + "FP": 15604, + "IoU": 0.9601082007854403, + "TN": 120985520, + "TP": 1657550, + "n_pred": 1673154, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7966414886374688, + "FN": 99318, + "FP": 139056, + "IoU": 0.6620150862068965, + "TN": 122006660, + "TP": 466906, + "n_pred": 605962, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8419653776646455, + "FN": 5300, + "FP": 43933, + "IoU": 0.7270640803179901, + "TN": 122531557, + "TP": 131150, + "n_pred": 175083, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9088670918400754, + "FN": 5344, + "FP": 8574, + "IoU": 0.8329572731637062, + "TN": 122628620, + "TP": 69402, + "n_pred": 77976, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..299b093b47c6ea4534c22d066c5d250fb4666c72 --- /dev/null +++ b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.667604123056726, + "FN": 4262.624444444445, + "FP": 1322.8777777777775, + "IoU": 0.5773572757424414, + "TN": 641461.4244444445, + "TP": 12993.60666666667, + "n_pred": 14316.484444444446, + "n_ref": 17256.231111111112 + }, + "mean": { + "1": { + "Dice": 0.8928345901405802, + "FN": 2677.8333333333335, + "FP": 409.0, + "IoU": 0.8390956816638344, + "TN": 629552.9, + "TP": 27400.8, + "n_pred": 27809.8, + "n_ref": 30078.633333333335 + }, + "10": { + "Dice": 0.6329002036538529, + "FN": 1582.5333333333333, + "FP": 1294.8, + "IoU": 0.5235854575566121, + "TN": 651555.4, + "TP": 5607.8, + "n_pred": 6902.6, + "n_ref": 7190.333333333333 + }, + "11": { + "Dice": 0.4969208763862782, + "FN": 160.0, + "FP": 39.3, + "IoU": 0.3973253501904508, + "TN": 659589.4, + "TP": 251.83333333333334, + "n_pred": 291.1333333333333, + "n_ref": 411.8333333333333 + }, + "12": { + "Dice": 0.5989354189618062, + "FN": 287.06666666666666, + "FP": 139.13333333333333, + "IoU": 0.47393339999723355, + "TN": 659077.1333333333, + "TP": 537.2, + "n_pred": 676.3333333333334, + "n_ref": 824.2666666666667 + }, + "13": { + "Dice": 0.5660890551816045, + "FN": 2037.4333333333334, + "FP": 1805.3333333333333, + "IoU": 0.45890766805634714, + "TN": 650980.0666666667, + "TP": 5217.7, + "n_pred": 7023.033333333334, + "n_ref": 7255.133333333333 + }, + "14": { + "Dice": 0.7261739225845244, + "FN": 11938.266666666666, + "FP": 4028.866666666667, + "IoU": 0.641443363875694, + "TN": 624659.2666666667, + "TP": 19414.133333333335, + "n_pred": 23443.0, + "n_ref": 31352.4 + }, + "15": { + "Dice": 0.4299730287438409, + "FN": 5502.8, + "FP": 663.8, + "IoU": 0.3080354370776107, + "TN": 651015.2333333333, + "TP": 2858.7, + "n_pred": 3522.5, + "n_ref": 8361.5 + }, + "2": { + "Dice": 0.6803721303815926, + "FN": 6003.166666666667, + "FP": 113.63333333333334, + "IoU": 0.5983744790800842, + "TN": 650638.1, + "TP": 3285.633333333333, + "n_pred": 3399.266666666667, + "n_ref": 9288.8 + }, + "3": { + "Dice": 0.7340736502075239, + "FN": 664.0, + "FP": 2488.9333333333334, + "IoU": 0.7037454365098907, + "TN": 640921.0, + "TP": 15966.6, + "n_pred": 18455.533333333333, + "n_ref": 16630.6 + }, + "4": { + "Dice": 0.5526779391780596, + "FN": 796.8, + "FP": 270.3, + "IoU": 0.49671626636811983, + "TN": 654673.1666666666, + "TP": 4300.266666666666, + "n_pred": 4570.566666666667, + "n_ref": 5097.066666666667 + }, + "5": { + "Dice": 0.6162152669221926, + "FN": 745.7, + "FP": 215.26666666666668, + "IoU": 0.48992256547144564, + "TN": 657966.0333333333, + "TP": 1113.5333333333333, + "n_pred": 1328.8, + "n_ref": 1859.2333333333333 + }, + "6": { + "Dice": 0.8075063012325848, + "FN": 18911.7, + "FP": 4227.333333333333, + "IoU": 0.7292224368146428, + "TN": 577058.1333333333, + "TP": 59843.36666666667, + "n_pred": 64070.7, + "n_ref": 78755.06666666667 + }, + "7": { + "Dice": 0.669722145791918, + "FN": 10729.9, + "FP": 2759.6, + "IoU": 0.5797924552858162, + "TN": 609221.5333333333, + "TP": 37329.5, + "n_pred": 40089.1, + "n_ref": 48059.4 + }, + "8": { + "Dice": 0.8526792963263206, + "FN": 1158.8666666666666, + "FP": 336.23333333333335, + "IoU": 0.7775683598934319, + "TN": 650675.9666666667, + "TP": 7869.466666666666, + "n_pred": 8205.7, + "n_ref": 9028.333333333334 + }, + "9": { + "Dice": 0.7569880201582079, + "FN": 743.3, + "FP": 1051.6333333333334, + "IoU": 0.6426907782954074, + "TN": 654338.0333333333, + "TP": 3907.5666666666666, + "n_pred": 4959.2, + "n_ref": 4650.866666666667 + } + }, + "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": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "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": 0.853143745834259, + "FN": 550, + "FP": 111, + "IoU": 0.7438977140643162, + "TN": 523115, + "TP": 1920, + "n_pred": 2031, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5755305867665418, + "FN": 4717, + "FP": 1403, + "IoU": 0.4040315512708151, + "TN": 515427, + "TP": 4149, + "n_pred": 5552, + "n_ref": 8866 + }, + "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": 0.7704853759899631, + "FN": 18255, + "FP": 5161, + "IoU": 0.6266581632653061, + "TN": 462976, + "TP": 39304, + "n_pred": 44465, + "n_ref": 57559 + }, + "9": { + "Dice": 0.7787545787545788, + "FN": 362, + "FP": 242, + "IoU": 0.6376724655068986, + "TN": 524029, + "TP": 1063, + "n_pred": 1305, + "n_ref": 1425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 2797, + "IoU": 0.0, + "TN": 347667, + "TP": 0, + "n_pred": 2797, + "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": 0.608981830647926, + "FN": 9395, + "FP": 2011, + "IoU": 0.43779574132492116, + "TN": 330176, + "TP": 8882, + "n_pred": 10893, + "n_ref": 18277 + }, + "6": { + "Dice": 0.5356671351305311, + "FN": 3713, + "FP": 7190, + "IoU": 0.3658096789204281, + "TN": 333272, + "TP": 6289, + "n_pred": 13479, + "n_ref": 10002 + }, + "7": { + "Dice": 0.6540823734866472, + "FN": 16391, + "FP": 1238, + "IoU": 0.485975040821087, + "TN": 316168, + "TP": 16667, + "n_pred": 17905, + "n_ref": 33058 + }, + "8": { + "Dice": 0.9566999191156647, + "FN": 1440, + "FP": 166, + "IoU": 0.9169940045482737, + "TN": 331116, + "TP": 17742, + "n_pred": 17908, + "n_ref": 19182 + }, + "9": { + "Dice": 0.8447139157052037, + "FN": 1687, + "FP": 951, + "IoU": 0.7311729338632427, + "TN": 340651, + "TP": 7175, + "n_pred": 8126, + "n_ref": 8862 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241153243810603, + "FN": 33524, + "FP": 2914, + "IoU": 0.8589352979206912, + "TN": 793085, + "TP": 221869, + "n_pred": 224783, + "n_ref": 255393 + }, + "10": { + "Dice": 0.14537755822159493, + "FN": 3563, + "FP": 70, + "IoU": 0.07838660578386605, + "TN": 1047450, + "TP": 309, + "n_pred": 379, + "n_ref": 3872 + }, + "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": 0.1472560975609756, + "FN": 5588, + "FP": 6, + "IoU": 0.07948000658219516, + "TN": 1045315, + "TP": 483, + "n_pred": 489, + "n_ref": 6071 + }, + "14": { + "Dice": 0.785687389051265, + "FN": 20248, + "FP": 3656, + "IoU": 0.6470223416665436, + "TN": 983671, + "TP": 43817, + "n_pred": 47473, + "n_ref": 64065 + }, + "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": 0.8786154848951104, + "FN": 26318, + "FP": 28432, + "IoU": 0.7835095572127894, + "TN": 798494, + "TP": 198148, + "n_pred": 226580, + "n_ref": 224466 + }, + "7": { + "Dice": 0.5451862594647464, + "FN": 31534, + "FP": 22406, + "IoU": 0.3747464326699046, + "TN": 965123, + "TP": 32329, + "n_pred": 54735, + "n_ref": 63863 + }, + "8": { + "Dice": 0.36048413477265295, + "FN": 1913, + "FP": 42, + "IoU": 0.21987230646448525, + "TN": 1048886, + "TP": 551, + "n_pred": 593, + "n_ref": 2464 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8082536487166583, + "FN": 217, + "FP": 164, + "IoU": 0.6782094594594594, + "TN": 349280, + "TP": 803, + "n_pred": 967, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7905218617771509, + "FN": 1498, + "FP": 2215, + "IoU": 0.6536057468047393, + "TN": 339745, + "TP": 7006, + "n_pred": 9221, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6555740432612313, + "FN": 989, + "FP": 2116, + "IoU": 0.4876237623762376, + "TN": 344404, + "TP": 2955, + "n_pred": 5071, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6297066777615977, + "FN": 1301, + "FP": 2259, + "IoU": 0.459541521178078, + "TN": 343877, + "TP": 3027, + "n_pred": 5286, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9611396594919811, + "FN": 1531, + "FP": 594, + "IoU": 0.9251865934375441, + "TN": 322060, + "TP": 26279, + "n_pred": 26873, + "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": 0.8865979381443299, + "FN": 22, + "FP": 0, + "IoU": 0.7962962962962963, + "TN": 350356, + "TP": 86, + "n_pred": 86, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9407960199004975, + "FN": 756, + "FP": 196, + "IoU": 0.8882104274307187, + "TN": 341948, + "TP": 7564, + "n_pred": 7760, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7932512141428739, + "FN": 4976, + "FP": 7327, + "IoU": 0.6573457735691408, + "TN": 489791, + "TP": 23602, + "n_pred": 30929, + "n_ref": 28578 + }, + "11": { + "Dice": 0.730804810360777, + "FN": 275, + "FP": 16, + "IoU": 0.575801749271137, + "TN": 525010, + "TP": 395, + "n_pred": 411, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8402405120579298, + "FN": 3470, + "FP": 6414, + "IoU": 0.7244954844464265, + "TN": 489820, + "TP": 25992, + "n_pred": 32406, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.878736983540477, + "FN": 303, + "FP": 58, + "IoU": 0.7837028160575195, + "TN": 524027, + "TP": 1308, + "n_pred": 1366, + "n_ref": 1611 + }, + "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": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": 0.8273980079137673, + "FN": 734, + "FP": 531, + "IoU": 0.7056085641144985, + "TN": 521399, + "TP": 3032, + "n_pred": 3563, + "n_ref": 3766 + }, + "6": { + "Dice": 0.9260865531796465, + "FN": 9859, + "FP": 2889, + "IoU": 0.8623474786740093, + "TN": 433086, + "TP": 79862, + "n_pred": 82751, + "n_ref": 89721 + }, + "7": { + "Dice": 0.9795594533824512, + "FN": 5142, + "FP": 1067, + "IoU": 0.959937800030971, + "TN": 370712, + "TP": 148775, + "n_pred": 149842, + "n_ref": 153917 + }, + "8": { + "Dice": 0.9293267720657523, + "FN": 634, + "FP": 41, + "IoU": 0.8679835712888715, + "TN": 520583, + "TP": 4438, + "n_pred": 4479, + "n_ref": 5072 + }, + "9": { + "Dice": 0.825856350623716, + "FN": 2256, + "FP": 10713, + "IoU": 0.7033690903684728, + "TN": 481975, + "TP": 30752, + "n_pred": 41465, + "n_ref": 33008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9369550975154967, + "FN": 1003, + "FP": 248, + "IoU": 0.88138807243766, + "TN": 690381, + "TP": 9296, + "n_pred": 9544, + "n_ref": 10299 + }, + "10": { + "Dice": 0.8076949470457717, + "FN": 3598, + "FP": 4809, + "IoU": 0.6774230680684522, + "TN": 674866, + "TP": 17655, + "n_pred": 22464, + "n_ref": 21253 + }, + "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": 0.4923836334888743, + "FN": 6849, + "FP": 19477, + "IoU": 0.3265974318309715, + "TN": 661834, + "TP": 12768, + "n_pred": 32245, + "n_ref": 19617 + }, + "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": 0.7755474452554745, + "FN": 242, + "FP": 4, + "IoU": 0.6333830104321908, + "TN": 700257, + "TP": 425, + "n_pred": 429, + "n_ref": 667 + }, + "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": 0.8463974663499604, + "FN": 2507, + "FP": 597, + "IoU": 0.7336993822923816, + "TN": 689272, + "TP": 8552, + "n_pred": 9149, + "n_ref": 11059 + }, + "6": { + "Dice": 0.9034715439936074, + "FN": 2537, + "FP": 8335, + "IoU": 0.8239380738773461, + "TN": 639177, + "TP": 50879, + "n_pred": 59214, + "n_ref": 53416 + }, + "7": { + "Dice": 0.970662384825475, + "FN": 4399, + "FP": 3421, + "IoU": 0.9429970988293266, + "TN": 563742, + "TP": 129366, + "n_pred": 132787, + "n_ref": 133765 + }, + "8": { + "Dice": 0.4437869822485207, + "FN": 374, + "FP": 2, + "IoU": 0.28517110266159695, + "TN": 700402, + "TP": 150, + "n_pred": 152, + "n_ref": 524 + }, + "9": { + "Dice": 0.7875921059411553, + "FN": 12649, + "FP": 7962, + "IoU": 0.6496098464886184, + "TN": 642105, + "TP": 38212, + "n_pred": 46174, + "n_ref": 50861 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0059.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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8484848484848485, + "FN": 82, + "FP": 8, + "IoU": 0.7368421052631579, + "TN": 350122, + "TP": 252, + "n_pred": 260, + "n_ref": 334 + }, + "10": { + "Dice": 0.819870009285051, + "FN": 1636, + "FP": 1080, + "IoU": 0.6947285601888277, + "TN": 341567, + "TP": 6181, + "n_pred": 7261, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7492599171107164, + "FN": 1378, + "FP": 316, + "IoU": 0.5990532544378698, + "TN": 346239, + "TP": 2531, + "n_pred": 2847, + "n_ref": 3909 + }, + "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": 0.9656391914158261, + "FN": 368, + "FP": 487, + "IoU": 0.9335612712720491, + "TN": 337595, + "TP": 12014, + "n_pred": 12501, + "n_ref": 12382 + }, + "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": 0.9468742278230788, + "FN": 105, + "FP": 110, + "IoU": 0.8991083998122947, + "TN": 348333, + "TP": 1916, + "n_pred": 2026, + "n_ref": 2021 + }, + "7": { + "Dice": 0.949635520212061, + "FN": 832, + "FP": 232, + "IoU": 0.9041009463722397, + "TN": 339369, + "TP": 10031, + "n_pred": 10263, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9396980889674, + "FN": 45, + "FP": 1457, + "IoU": 0.8862552063612268, + "TN": 337259, + "TP": 11703, + "n_pred": 13160, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7855466916940403, + "FN": 157, + "FP": 300, + "IoU": 0.6468315301391035, + "TN": 349170, + "TP": 837, + "n_pred": 1137, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752861985948017, + "FN": 403, + "FP": 100, + "IoU": 0.9517644802454929, + "TN": 1741892, + "TP": 9925, + "n_pred": 10025, + "n_ref": 10328 + }, + "10": { + "Dice": 0.8172738436348752, + "FN": 2360, + "FP": 2104, + "IoU": 0.6910085138783139, + "TN": 1737873, + "TP": 9983, + "n_pred": 12087, + "n_ref": 12343 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7609634174051352, + "FN": 1342, + "FP": 762, + "IoU": 0.6141573445809646, + "TN": 1746867, + "TP": 3349, + "n_pred": 4111, + "n_ref": 4691 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1752269, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 112083, + "IoU": 0.0, + "TN": 1640237, + "TP": 0, + "n_pred": 112083, + "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": 53, + "IoU": 0.0, + "TN": 1752267, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "3": { + "Dice": 0.9810424582851479, + "FN": 810, + "FP": 108, + "IoU": 0.9627903206193507, + "TN": 1727649, + "TP": 23753, + "n_pred": 23861, + "n_ref": 24563 + }, + "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": 0.9045610801998795, + "FN": 340, + "FP": 2353, + "IoU": 0.8257521837593012, + "TN": 1736865, + "TP": 12762, + "n_pred": 15115, + "n_ref": 13102 + }, + "7": { + "Dice": 0.8992792351066438, + "FN": 17244, + "FP": 3298, + "IoU": 0.816991251358623, + "TN": 1640074, + "TP": 91704, + "n_pred": 95002, + "n_ref": 108948 + }, + "8": { + "Dice": 0.8925619834710744, + "FN": 11, + "FP": 2, + "IoU": 0.8059701492537313, + "TN": 1752253, + "TP": 54, + "n_pred": 56, + "n_ref": 65 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564254062038404, + "FN": 147, + "FP": 325, + "IoU": 0.916489738145789, + "TN": 169580, + "TP": 5180, + "n_pred": 5505, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24435578502698896, + "FN": 15937, + "FP": 162, + "IoU": 0.13918297508287883, + "TN": 506994, + "TP": 2603, + "n_pred": 2765, + "n_ref": 18540 + }, + "10": { + "Dice": 0.5829831495735386, + "FN": 9335, + "FP": 688, + "IoU": 0.4114158200716425, + "TN": 508667, + "TP": 7006, + "n_pred": 7694, + "n_ref": 16341 + }, + "11": { + "Dice": 0.0, + "FN": 527, + "FP": 0, + "IoU": 0.0, + "TN": 525169, + "TP": 0, + "n_pred": 0, + "n_ref": 527 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 315, + "FP": 0, + "IoU": 0.0, + "TN": 525381, + "TP": 0, + "n_pred": 0, + "n_ref": 315 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9622474465071199, + "FN": 4632, + "FP": 3470, + "IoU": 0.9272417044587131, + "TN": 414341, + "TP": 103253, + "n_pred": 106723, + "n_ref": 107885 + }, + "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": 0.7980329765692797, + "FN": 7623, + "FP": 2850, + "IoU": 0.6639391605698883, + "TN": 494532, + "TP": 20691, + "n_pred": 23541, + "n_ref": 28314 + }, + "7": { + "Dice": 0.8848735741391108, + "FN": 9725, + "FP": 10632, + "IoU": 0.7935186124353383, + "TN": 427106, + "TP": 78233, + "n_pred": 88865, + "n_ref": 87958 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646356147137508, + "FN": 9181, + "FP": 482, + "IoU": 0.9316870740604587, + "TN": 559476, + "TP": 131789, + "n_pred": 132271, + "n_ref": 140970 + }, + "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": 0.9814225739433281, + "FN": 3709, + "FP": 601, + "IoU": 0.9635228003656183, + "TN": 582772, + "TP": 113846, + "n_pred": 114447, + "n_ref": 117555 + }, + "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": 0.9791530744945901, + "FN": 3142, + "FP": 1619, + "IoU": 0.9591575877155357, + "TN": 584358, + "TP": 111809, + "n_pred": 113428, + "n_ref": 114951 + }, + "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": 6461, + "IoU": 0.0, + "TN": 694467, + "TP": 0, + "n_pred": 6461, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.933813531292492, + "FN": 12456, + "FP": 151, + "IoU": 0.8758444781469736, + "TN": 424154, + "TP": 88935, + "n_pred": 89086, + "n_ref": 101391 + }, + "10": { + "Dice": 0.8476970895733258, + "FN": 1244, + "FP": 3068, + "IoU": 0.7356547327121138, + "TN": 509384, + "TP": 12000, + "n_pred": 15068, + "n_ref": 13244 + }, + "11": { + "Dice": 0.687857596948506, + "FN": 2029, + "FP": 426, + "IoU": 0.5242248062015504, + "TN": 520536, + "TP": 2705, + "n_pred": 3131, + "n_ref": 4734 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6702180132189011, + "FN": 9388, + "FP": 641, + "IoU": 0.5040059347181008, + "TN": 505476, + "TP": 10191, + "n_pred": 10832, + "n_ref": 19579 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9517099697885196, + "FN": 2058, + "FP": 1938, + "IoU": 0.9078689507297166, + "TN": 482323, + "TP": 39377, + "n_pred": 41315, + "n_ref": 41435 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "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": 0.9270778022200309, + "FN": 1182, + "FP": 10354, + "IoU": 0.8640680602361369, + "TN": 440830, + "TP": 73330, + "n_pred": 83684, + "n_ref": 74512 + }, + "7": { + "Dice": 0.9269715952973483, + "FN": 2296, + "FP": 1108, + "IoU": 0.8638835572616763, + "TN": 500688, + "TP": 21604, + "n_pred": 22712, + "n_ref": 23900 + }, + "8": { + "Dice": 0.6868686868686869, + "FN": 25, + "FP": 6, + "IoU": 0.5230769230769231, + "TN": 525631, + "TP": 34, + "n_pred": 40, + "n_ref": 59 + }, + "9": { + "Dice": 0.7988468409939906, + "FN": 269, + "FP": 4685, + "IoU": 0.6650665945507404, + "TN": 510905, + "TP": 9837, + "n_pred": 14522, + "n_ref": 10106 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9066251667407736, + "FN": 169, + "FP": 1091, + "IoU": 0.8291988613257422, + "TN": 343087, + "TP": 6117, + "n_pred": 7208, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8064622485987472, + "FN": 836, + "FP": 338, + "IoU": 0.6756906077348066, + "TN": 346844, + "TP": 2446, + "n_pred": 2784, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.951207651159021, + "FN": 174, + "FP": 127, + "IoU": 0.9069551777434313, + "TN": 347229, + "TP": 2934, + "n_pred": 3061, + "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": 0.9768518518518519, + "FN": 85, + "FP": 135, + "IoU": 0.9547511312217195, + "TN": 345602, + "TP": 4642, + "n_pred": 4777, + "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": 0.9454645036774294, + "FN": 3091, + "FP": 1091, + "IoU": 0.8965696337150347, + "TN": 310031, + "TP": 36251, + "n_pred": 37342, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9359605911330049, + "FN": 12, + "FP": 1, + "IoU": 0.8796296296296297, + "TN": 350356, + "TP": 95, + "n_pred": 96, + "n_ref": 107 + }, + "9": { + "Dice": 0.8638561498942279, + "FN": 324, + "FP": 3280, + "IoU": 0.7603404708072882, + "TN": 335426, + "TP": 11434, + "n_pred": 14714, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377467354995445, + "FN": 116, + "FP": 89, + "IoU": 0.8827901658090337, + "TN": 523947, + "TP": 1544, + "n_pred": 1633, + "n_ref": 1660 + }, + "10": { + "Dice": 0.7366027931146476, + "FN": 272, + "FP": 539, + "IoU": 0.5830334190231362, + "TN": 523751, + "TP": 1134, + "n_pred": 1673, + "n_ref": 1406 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5429949270370138, + "FN": 7254, + "FP": 43, + "IoU": 0.37267881705639616, + "TN": 514064, + "TP": 4335, + "n_pred": 4378, + "n_ref": 11589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.019787985865724382, + "FN": 1294, + "FP": 93, + "IoU": 0.009992862241256246, + "TN": 524295, + "TP": 14, + "n_pred": 107, + "n_ref": 1308 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8901233060676352, + "FN": 4204, + "FP": 8396, + "IoU": 0.8020019799802002, + "TN": 462059, + "TP": 51037, + "n_pred": 59433, + "n_ref": 55241 + }, + "7": { + "Dice": 0.8021652866022891, + "FN": 66671, + "FP": 2329, + "IoU": 0.6696794454444487, + "TN": 316808, + "TP": 139888, + "n_pred": 142217, + "n_ref": 206559 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8154494382022472, + "FN": 944, + "FP": 370, + "IoU": 0.6884040787289543, + "TN": 346247, + "TP": 2903, + "n_pred": 3273, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.5321100917431193, + "FN": 14, + "FP": 37, + "IoU": 0.3625, + "TN": 350384, + "TP": 29, + "n_pred": 66, + "n_ref": 43 + }, + "3": { + "Dice": 0.9408171057655593, + "FN": 418, + "FP": 47, + "IoU": 0.8882480173035328, + "TN": 346303, + "TP": 3696, + "n_pred": 3743, + "n_ref": 4114 + }, + "4": { + "Dice": 0.934769833496572, + "FN": 111, + "FP": 222, + "IoU": 0.8775285031261493, + "TN": 347745, + "TP": 2386, + "n_pred": 2608, + "n_ref": 2497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9867433705599294, + "FN": 2017, + "FP": 928, + "IoU": 0.9738336191347768, + "TN": 237915, + "TP": 109604, + "n_pred": 110532, + "n_ref": 111621 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": 0.9461511388204535, + "FN": 850, + "FP": 221, + "IoU": 0.8978053435114504, + "TN": 339984, + "TP": 9409, + "n_pred": 9630, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09729381443298969, + "FN": 5604, + "FP": 0, + "IoU": 0.05113443955299695, + "TN": 870254, + "TP": 302, + "n_pred": 302, + "n_ref": 5906 + }, + "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": 0.6696738013549522, + "FN": 4654, + "FP": 14313, + "IoU": 0.5033906736836593, + "TN": 837967, + "TP": 19226, + "n_pred": 33539, + "n_ref": 23880 + }, + "14": { + "Dice": 0.921302730926712, + "FN": 5248, + "FP": 1037, + "IoU": 0.8540883131355342, + "TN": 833086, + "TP": 36789, + "n_pred": 37826, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8011124289395116, + "FN": 498, + "FP": 4365, + "IoU": 0.6682131404789521, + "TN": 861503, + "TP": 9794, + "n_pred": 14159, + "n_ref": 10292 + }, + "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": 0.6786547700754976, + "FN": 3035, + "FP": 1647, + "IoU": 0.5136089756908373, + "TN": 866534, + "TP": 4944, + "n_pred": 6591, + "n_ref": 7979 + }, + "6": { + "Dice": 0.7782963827304551, + "FN": 644, + "FP": 1256, + "IoU": 0.6370582617000955, + "TN": 870925, + "TP": 3335, + "n_pred": 4591, + "n_ref": 3979 + }, + "7": { + "Dice": 0.7173927073249435, + "FN": 3442, + "FP": 937, + "IoU": 0.5593237395592231, + "TN": 866223, + "TP": 5558, + "n_pred": 6495, + "n_ref": 9000 + }, + "8": { + "Dice": 0.9043444030918981, + "FN": 4243, + "FP": 1103, + "IoU": 0.8253911225789594, + "TN": 845543, + "TP": 25271, + "n_pred": 26374, + "n_ref": 29514 + }, + "9": { + "Dice": 0.8203106886158127, + "FN": 1016, + "FP": 534, + "IoU": 0.6953616352201258, + "TN": 871072, + "TP": 3538, + "n_pred": 4072, + "n_ref": 4554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9852218409325342, + "FN": 2149, + "FP": 2235, + "IoU": 0.9708741089164823, + "TN": 1251337, + "TP": 146135, + "n_pred": 148370, + "n_ref": 148284 + }, + "10": { + "Dice": 0.9051565753480586, + "FN": 8160, + "FP": 3455, + "IoU": 0.8267452267303103, + "TN": 1334816, + "TP": 55425, + "n_pred": 58880, + "n_ref": 63585 + }, + "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": 0.7655656429077329, + "FN": 2164, + "FP": 1477, + "IoU": 0.6201752555810557, + "TN": 1392270, + "TP": 5945, + "n_pred": 7422, + "n_ref": 8109 + }, + "14": { + "Dice": 0.6815233094131216, + "FN": 323386, + "FP": 236, + "IoU": 0.5169020539223662, + "TN": 731967, + "TP": 346267, + "n_pred": 346503, + "n_ref": 669653 + }, + "15": { + "Dice": 0.4940240567571185, + "FN": 49798, + "FP": 3120, + "IoU": 0.328042462413653, + "TN": 1323104, + "TP": 25834, + "n_pred": 28954, + "n_ref": 75632 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9697114727198141, + "FN": 5027, + "FP": 2947, + "IoU": 0.9412037958723206, + "TN": 1266235, + "TP": 127647, + "n_pred": 130594, + "n_ref": 132674 + }, + "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": 0.11921521641455744, + "FN": 186, + "FP": 11576, + "IoU": 0.063385889472846, + "TN": 1389298, + "TP": 796, + "n_pred": 12372, + "n_ref": 982 + }, + "7": { + "Dice": 0.5244638069705094, + "FN": 558, + "FP": 7956, + "IoU": 0.3554394730865319, + "TN": 1388647, + "TP": 4695, + "n_pred": 12651, + "n_ref": 5253 + }, + "8": { + "Dice": 0.9339663357790245, + "FN": 116, + "FP": 37, + "IoU": 0.8761133603238866, + "TN": 1400621, + "TP": 1082, + "n_pred": 1119, + "n_ref": 1198 + }, + "9": { + "Dice": 0.9415151515151515, + "FN": 198, + "FP": 188, + "IoU": 0.8894932722588034, + "TN": 1398363, + "TP": 3107, + "n_pred": 3295, + "n_ref": 3305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540983606557377, + "FN": 59, + "FP": 81, + "IoU": 0.9122257053291536, + "TN": 699333, + "TP": 1455, + "n_pred": 1536, + "n_ref": 1514 + }, + "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": 0.7952802359882006, + "FN": 288, + "FP": 1794, + "IoU": 0.6601371204701273, + "TN": 694802, + "TP": 4044, + "n_pred": 5838, + "n_ref": 4332 + }, + "15": { + "Dice": 0.4475914340478113, + "FN": 113513, + "FP": 39, + "IoU": 0.2883206417849644, + "TN": 541373, + "TP": 46003, + "n_pred": 46042, + "n_ref": 159516 + }, + "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": 4280, + "IoU": 0.0, + "TN": 696648, + "TP": 0, + "n_pred": 4280, + "n_ref": 0 + }, + "4": { + "Dice": 0.959103790441207, + "FN": 3271, + "FP": 1650, + "IoU": 0.9214211576846307, + "TN": 638303, + "TP": 57704, + "n_pred": 59354, + "n_ref": 60975 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9463238752155511, + "FN": 1251, + "FP": 2173, + "IoU": 0.8981164638319398, + "TN": 667321, + "TP": 30183, + "n_pred": 32356, + "n_ref": 31434 + }, + "7": { + "Dice": 0.0, + "FN": 79, + "FP": 0, + "IoU": 0.0, + "TN": 700849, + "TP": 0, + "n_pred": 0, + "n_ref": 79 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758297326364649, + "FN": 3737, + "FP": 1387, + "IoU": 0.9528002947678703, + "TN": 1293296, + "TP": 103436, + "n_pred": 104823, + "n_ref": 107173 + }, + "10": { + "Dice": 0.3980487804878049, + "FN": 1083, + "FP": 1385, + "IoU": 0.24847746650426308, + "TN": 1398572, + "TP": 816, + "n_pred": 2201, + "n_ref": 1899 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 1401618, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "12": { + "Dice": 0.5829824733183198, + "FN": 3498, + "FP": 761, + "IoU": 0.41141514648977334, + "TN": 1394620, + "TP": 2977, + "n_pred": 3738, + "n_ref": 6475 + }, + "13": { + "Dice": 0.5298360655737705, + "FN": 2868, + "FP": 0, + "IoU": 0.360392506690455, + "TN": 1397372, + "TP": 1616, + "n_pred": 1616, + "n_ref": 4484 + }, + "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": 0.846108202443281, + "FN": 2942, + "FP": 14694, + "IoU": 0.7332647690492755, + "TN": 1335738, + "TP": 48482, + "n_pred": 63176, + "n_ref": 51424 + }, + "4": { + "Dice": 0.9003640720770543, + "FN": 2741, + "FP": 1583, + "IoU": 0.8187837894472151, + "TN": 1377995, + "TP": 19537, + "n_pred": 21120, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1401818, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.6566866066270969, + "FN": 440809, + "FP": 1964, + "IoU": 0.48885584694293377, + "TN": 535617, + "TP": 423466, + "n_pred": 425430, + "n_ref": 864275 + }, + "7": { + "Dice": 0.3891248706638349, + "FN": 39219, + "FP": 5651, + "IoU": 0.24156116360440155, + "TN": 1342695, + "TP": 14291, + "n_pred": 19942, + "n_ref": 53510 + }, + "8": { + "Dice": 0.9683880128540467, + "FN": 336, + "FP": 87, + "IoU": 0.9387134164010432, + "TN": 1394954, + "TP": 6479, + "n_pred": 6566, + "n_ref": 6815 + }, + "9": { + "Dice": 0.6188223780786168, + "FN": 1786, + "FP": 551, + "IoU": 0.44803967879074164, + "TN": 1397622, + "TP": 1897, + "n_pred": 2448, + "n_ref": 3683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0317.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": 0.7564006024096386, + "FN": 1133, + "FP": 161, + "IoU": 0.6082349379352104, + "TN": 872857, + "TP": 2009, + "n_pred": 2170, + "n_ref": 3142 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7790960125007235, + "FN": 3765, + "FP": 52, + "IoU": 0.638130451270383, + "TN": 865612, + "TP": 6731, + "n_pred": 6783, + "n_ref": 10496 + }, + "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": 0.3714989617428642, + "FN": 177392, + "FP": 1184, + "IoU": 0.22812325753286103, + "TN": 644807, + "TP": 52777, + "n_pred": 53961, + "n_ref": 230169 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45915, + "IoU": 0.0, + "TN": 830245, + "TP": 0, + "n_pred": 45915, + "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": 0.9745474515767907, + "FN": 867, + "FP": 2748, + "IoU": 0.9503584081733542, + "TN": 803338, + "TP": 69207, + "n_pred": 71955, + "n_ref": 70074 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9742117873134558, + "FN": 3874, + "FP": 313, + "IoU": 0.9497202007829575, + "TN": 792886, + "TP": 79087, + "n_pred": 79400, + "n_ref": 82961 + }, + "9": { + "Dice": 0.114, + "FN": 1532, + "FP": 240, + "IoU": 0.060445387062566275, + "TN": 874274, + "TP": 114, + "n_pred": 354, + "n_ref": 1646 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684107685627442, + "FN": 648, + "FP": 2262, + "IoU": 0.9387561822582342, + "TN": 478181, + "TP": 44605, + "n_pred": 46867, + "n_ref": 45253 + }, + "10": { + "Dice": 0.13861386138613863, + "FN": 348, + "FP": 0, + "IoU": 0.07446808510638298, + "TN": 525320, + "TP": 28, + "n_pred": 28, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9180012187690433, + "FN": 5269, + "FP": 1459, + "IoU": 0.8484309175696682, + "TN": 481307, + "TP": 37661, + "n_pred": 39120, + "n_ref": 42930 + }, + "15": { + "Dice": 0.40713722397476343, + "FN": 1275, + "FP": 10753, + "IoU": 0.25560094071048395, + "TN": 509538, + "TP": 4130, + "n_pred": 14883, + "n_ref": 5405 + }, + "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": 0.7954014029618083, + "FN": 591, + "FP": 459, + "IoU": 0.6603041087026852, + "TN": 522605, + "TP": 2041, + "n_pred": 2500, + "n_ref": 2632 + }, + "7": { + "Dice": 0.7561177934467026, + "FN": 387, + "FP": 789, + "IoU": 0.6078692897632544, + "TN": 522697, + "TP": 1823, + "n_pred": 2612, + "n_ref": 2210 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8709506107275624, + "FN": 336, + "FP": 150, + "IoU": 0.7714016933207902, + "TN": 523570, + "TP": 1640, + "n_pred": 1790, + "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": 0.9068554561796756, + "FN": 805, + "FP": 3392, + "IoU": 0.829584213090791, + "TN": 501068, + "TP": 20431, + "n_pred": 23823, + "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": 0.9565217391304348, + "FN": 1, + "FP": 0, + "IoU": 0.9166666666666666, + "TN": 525684, + "TP": 11, + "n_pred": 11, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7719011639779457, + "FN": 1451, + "FP": 3017, + "IoU": 0.6285334220152976, + "TN": 513668, + "TP": 7560, + "n_pred": 10577, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9667721362044852, + "FN": 1659, + "FP": 5041, + "IoU": 0.9356814407357276, + "TN": 421527, + "TP": 97469, + "n_pred": 102510, + "n_ref": 99128 + }, + "7": { + "Dice": 0.9788771166525668, + "FN": 6369, + "FP": 1496, + "IoU": 0.958628126561637, + "TN": 335591, + "TP": 182240, + "n_pred": 183736, + "n_ref": 188609 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7230307698544615, + "FN": 2945, + "FP": 10719, + "IoU": 0.5662084510619385, + "TN": 2246517, + "TP": 17835, + "n_pred": 28554, + "n_ref": 20780 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8448326626754343, + "FN": 1405, + "FP": 176, + "IoU": 0.7313508920985556, + "TN": 2272131, + "TP": 4304, + "n_pred": 4480, + "n_ref": 5709 + }, + "13": { + "Dice": 0.8453357014518494, + "FN": 11978, + "FP": 3000, + "IoU": 0.7321051690216419, + "TN": 2222106, + "TP": 40932, + "n_pred": 43932, + "n_ref": 52910 + }, + "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": 1637, + "IoU": 0.0, + "TN": 2276379, + "TP": 0, + "n_pred": 1637, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9694592988710635, + "FN": 161, + "FP": 96, + "IoU": 0.9407287822878229, + "TN": 2273680, + "TP": 4079, + "n_pred": 4175, + "n_ref": 4240 + }, + "4": { + "Dice": 0.8354966675659742, + "FN": 14939, + "FP": 1524, + "IoU": 0.7174703964304101, + "TN": 2219746, + "TP": 41807, + "n_pred": 43331, + "n_ref": 56746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9274765775027641, + "FN": 56017, + "FP": 18759, + "IoU": 0.864761139988208, + "TN": 1725098, + "TP": 478142, + "n_pred": 496901, + "n_ref": 534159 + }, + "7": { + "Dice": 0.7635624712939637, + "FN": 68138, + "FP": 16801, + "IoU": 0.6175503845253318, + "TN": 2055924, + "TP": 137153, + "n_pred": 153954, + "n_ref": 205291 + }, + "8": { + "Dice": 0.9539230683132485, + "FN": 1473, + "FP": 997, + "IoU": 0.9119052714173621, + "TN": 2249978, + "TP": 25568, + "n_pred": 26565, + "n_ref": 27041 + }, + "9": { + "Dice": 0.9040413900819992, + "FN": 63, + "FP": 1903, + "IoU": 0.8248864344882871, + "TN": 2266789, + "TP": 9261, + "n_pred": 11164, + "n_ref": 9324 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788859588917386, + "FN": 676, + "FP": 1662, + "IoU": 0.9586450871141771, + "TN": 469161, + "TP": 54197, + "n_pred": 55859, + "n_ref": 54873 + }, + "10": { + "Dice": 0.7924921793534933, + "FN": 174, + "FP": 25, + "IoU": 0.6563039723661486, + "TN": 525117, + "TP": 380, + "n_pred": 405, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9676395427034298, + "FN": 889, + "FP": 314, + "IoU": 0.9373078326124342, + "TN": 506507, + "TP": 17986, + "n_pred": 18300, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7765442067016552, + "FN": 1983, + "FP": 231, + "IoU": 0.6347137436066655, + "TN": 519635, + "TP": 3847, + "n_pred": 4078, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9430041826487539, + "FN": 1660, + "FP": 1297, + "IoU": 0.8921550749480287, + "TN": 498277, + "TP": 24462, + "n_pred": 25759, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9458922132345775, + "FN": 2321, + "FP": 3231, + "IoU": 0.8973391764205544, + "TN": 471615, + "TP": 48529, + "n_pred": 51760, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9578947368421052, + "FN": 409, + "FP": 255, + "IoU": 0.9191919191919192, + "TN": 517479, + "TP": 7553, + "n_pred": 7808, + "n_ref": 7962 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.851619644723093, + "FN": 175, + "FP": 109, + "IoU": 0.7415832575068244, + "TN": 349365, + "TP": 815, + "n_pred": 924, + "n_ref": 990 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9276620370370371, + "FN": 1712, + "FP": 1788, + "IoU": 0.8650836481381543, + "TN": 324522, + "TP": 22442, + "n_pred": 24230, + "n_ref": 24154 + }, + "7": { + "Dice": 0.7065962537344888, + "FN": 47140, + "FP": 196, + "IoU": 0.5463075669717736, + "TN": 246129, + "TP": 56999, + "n_pred": 57195, + "n_ref": 104139 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6252203516074775, + "FN": 1147.9111111111113, + "FP": 2755.0688888888894, + "IoU": 0.5486985769744369, + "TN": 621111.4800000001, + "TP": 11661.806666666667, + "n_pred": 14416.875555555556, + "n_ref": 12809.717777777776 + }, + "mean": { + "1": { + "Dice": 0.8085176905861962, + "FN": 396.03333333333336, + "FP": 2704.633333333333, + "IoU": 0.7570864215198472, + "TN": 611749.4333333333, + "TP": 21826.166666666668, + "n_pred": 24530.8, + "n_ref": 22222.2 + }, + "10": { + "Dice": 0.6693393664316114, + "FN": 2129.633333333333, + "FP": 1626.6, + "IoU": 0.5657714792823255, + "TN": 625325.6666666666, + "TP": 7594.366666666667, + "n_pred": 9220.966666666667, + "n_ref": 9724.0 + }, + "11": { + "Dice": 0.5114257318725036, + "FN": 89.9, + "FP": 78.56666666666666, + "IoU": 0.3907456019794362, + "TN": 636270.3, + "TP": 237.5, + "n_pred": 316.06666666666666, + "n_ref": 327.4 + }, + "12": { + "Dice": 0.4109425024937064, + "FN": 130.9, + "FP": 206.63333333333333, + "IoU": 0.29222127795939123, + "TN": 636128.7, + "TP": 210.03333333333333, + "n_pred": 416.6666666666667, + "n_ref": 340.93333333333334 + }, + "13": { + "Dice": 0.45762648790166444, + "FN": 1523.8333333333333, + "FP": 2544.6666666666665, + "IoU": 0.3672002788799041, + "TN": 629454.1666666666, + "TP": 3153.6, + "n_pred": 5698.266666666666, + "n_ref": 4677.433333333333 + }, + "14": { + "Dice": 0.45824367818244527, + "FN": 812.7666666666667, + "FP": 11761.5, + "IoU": 0.4077848310432382, + "TN": 614887.6, + "TP": 9214.4, + "n_pred": 20975.9, + "n_ref": 10027.166666666666 + }, + "15": { + "Dice": 0.5378226860711439, + "FN": 1257.5333333333333, + "FP": 899.0, + "IoU": 0.437256012492145, + "TN": 630101.0333333333, + "TP": 4418.7, + "n_pred": 5317.7, + "n_ref": 5676.233333333334 + }, + "2": { + "Dice": 0.5854420795808182, + "FN": 814.7666666666667, + "FP": 1156.4333333333334, + "IoU": 0.5457708150251412, + "TN": 623304.4666666667, + "TP": 11400.6, + "n_pred": 12557.033333333333, + "n_ref": 12215.366666666667 + }, + "3": { + "Dice": 0.769852876396012, + "FN": 605.3, + "FP": 3655.3, + "IoU": 0.7115595073241973, + "TN": 617630.5, + "TP": 14785.166666666666, + "n_pred": 18440.466666666667, + "n_ref": 15390.466666666667 + }, + "4": { + "Dice": 0.4216582907903922, + "FN": 728.5333333333333, + "FP": 1561.6666666666667, + "IoU": 0.37505972028973583, + "TN": 629864.3666666667, + "TP": 4521.7, + "n_pred": 6083.366666666667, + "n_ref": 5250.233333333334 + }, + "5": { + "Dice": 0.5584997261091359, + "FN": 289.03333333333336, + "FP": 65.7, + "IoU": 0.45660805946683825, + "TN": 635824.3666666667, + "TP": 497.1666666666667, + "n_pred": 562.8666666666667, + "n_ref": 786.2 + }, + "6": { + "Dice": 0.8105397734783628, + "FN": 1455.6333333333334, + "FP": 3207.2, + "IoU": 0.7596953361481502, + "TN": 586269.8, + "TP": 45743.63333333333, + "n_pred": 48950.833333333336, + "n_ref": 47199.26666666667 + }, + "7": { + "Dice": 0.6901807778566422, + "FN": 5995.2, + "FP": 10523.066666666668, + "IoU": 0.6279256553699686, + "TN": 580697.7666666667, + "TP": 39460.23333333333, + "n_pred": 49983.3, + "n_ref": 45455.433333333334 + }, + "8": { + "Dice": 0.9033372217234259, + "FN": 283.93333333333334, + "FP": 717.3333333333334, + "IoU": 0.8356558896347327, + "TN": 629829.7333333333, + "TP": 5845.266666666666, + "n_pred": 6562.6, + "n_ref": 6129.2 + }, + "9": { + "Dice": 0.7848763846381027, + "FN": 705.6666666666666, + "FP": 617.7333333333333, + "IoU": 0.7001377682015025, + "TN": 629334.3, + "TP": 6018.566666666667, + "n_pred": 6636.3, + "n_ref": 6724.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9860843262092833, + "FN": 2598, + "FP": 1616, + "IoU": 0.9725506289123822, + "TN": 372177, + "TP": 149305, + "n_pred": 150921, + "n_ref": 151903 + }, + "10": { + "Dice": 0.0, + "FN": 36, + "FP": 1413, + "IoU": 0.0, + "TN": 524247, + "TP": 0, + "n_pred": 1413, + "n_ref": 36 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9920281332050231, + "FN": 2255, + "FP": 429, + "IoU": 0.9841823625091346, + "TN": 356012, + "TP": 167000, + "n_pred": 167429, + "n_ref": 169255 + }, + "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": 0.6443514644351465, + "FN": 245, + "FP": 10, + "IoU": 0.47530864197530864, + "TN": 525210, + "TP": 231, + "n_pred": 241, + "n_ref": 476 + }, + "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": 50, + "IoU": 0.0, + "TN": 525646, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "7": { + "Dice": 0.8779697624190065, + "FN": 614, + "FP": 64, + "IoU": 0.782483156881617, + "TN": 522579, + "TP": 2439, + "n_pred": 2503, + "n_ref": 3053 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.6582298257948598, + "FN": 871, + "FP": 7879, + "IoU": 0.4905682347461574, + "TN": 333288, + "TP": 8426, + "n_pred": 16305, + "n_ref": 9297 + }, + "9": { + "Dice": 0.714591023897416, + "FN": 14, + "FP": 1455, + "IoU": 0.555925030229746, + "TN": 347156, + "TP": 1839, + "n_pred": 3294, + "n_ref": 1853 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295412222786524, + "FN": 903, + "FP": 1178, + "IoU": 0.8683577935222672, + "TN": 1035584, + "TP": 13727, + "n_pred": 14905, + "n_ref": 14630 + }, + "10": { + "Dice": 0.6783794206383413, + "FN": 19885, + "FP": 8471, + "IoU": 0.5132936269545665, + "TN": 993131, + "TP": 29905, + "n_pred": 38376, + "n_ref": 49790 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 1051273, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "12": { + "Dice": 0.4218682737839001, + "FN": 1158, + "FP": 4214, + "IoU": 0.2673213311511184, + "TN": 1044060, + "TP": 1960, + "n_pred": 6174, + "n_ref": 3118 + }, + "13": { + "Dice": 0.3764749953174752, + "FN": 5197, + "FP": 34751, + "IoU": 0.23188740193816337, + "TN": 999384, + "TP": 12060, + "n_pred": 46811, + "n_ref": 17257 + }, + "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": 0.9392249660278338, + "FN": 1150, + "FP": 1444, + "IoU": 0.8854139058220691, + "TN": 1028754, + "TP": 20044, + "n_pred": 21488, + "n_ref": 21194 + }, + "4": { + "Dice": 0.8972881832232682, + "FN": 1150, + "FP": 1043, + "IoU": 0.813710499490316, + "TN": 1039620, + "TP": 9579, + "n_pred": 10622, + "n_ref": 10729 + }, + "5": { + "Dice": 0.7365791486107571, + "FN": 4560, + "FP": 607, + "IoU": 0.5830037930756194, + "TN": 1039001, + "TP": 7224, + "n_pred": 7831, + "n_ref": 11784 + }, + "6": { + "Dice": 0.9689242191701757, + "FN": 3255, + "FP": 1483, + "IoU": 0.9397216355817918, + "TN": 972790, + "TP": 73864, + "n_pred": 75347, + "n_ref": 77119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2194, + "IoU": 0.0, + "TN": 1049198, + "TP": 0, + "n_pred": 2194, + "n_ref": 0 + }, + "8": { + "Dice": 0.9448324628763538, + "FN": 3032, + "FP": 1415, + "IoU": 0.89543359668924, + "TN": 1008864, + "TP": 38081, + "n_pred": 39496, + "n_ref": 41113 + }, + "9": { + "Dice": 0.8451501113900775, + "FN": 2876, + "FP": 1503, + "IoU": 0.7318268111948067, + "TN": 1035063, + "TP": 11950, + "n_pred": 13453, + "n_ref": 14826 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8408733280881195, + "FN": 985, + "FP": 633, + "IoU": 0.7254369591040217, + "TN": 519803, + "TP": 4275, + "n_pred": 4908, + "n_ref": 5260 + }, + "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": 0.18236623963828183, + "FN": 13004, + "FP": 16, + "IoU": 0.10033167495854063, + "TN": 511224, + "TP": 1452, + "n_pred": 1468, + "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": 0.9273281726483696, + "FN": 503, + "FP": 1046, + "IoU": 0.8645031490552834, + "TN": 514264, + "TP": 9883, + "n_pred": 10929, + "n_ref": 10386 + }, + "4": { + "Dice": 0.8692618035110675, + "FN": 5615, + "FP": 5176, + "IoU": 0.7687560270009643, + "TN": 479031, + "TP": 35874, + "n_pred": 41050, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9235256554080875, + "FN": 3763, + "FP": 5099, + "IoU": 0.8579170140447637, + "TN": 463324, + "TP": 53510, + "n_pred": 58609, + "n_ref": 57273 + }, + "7": { + "Dice": 0.9030795527248073, + "FN": 45656, + "FP": 5093, + "IoU": 0.8232862783879212, + "TN": 238514, + "TP": 236433, + "n_pred": 241526, + "n_ref": 282089 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08781001249917769, + "FN": 211, + "FP": 69120, + "IoU": 0.04592117575824297, + "TN": 2205348, + "TP": 3337, + "n_pred": 72457, + "n_ref": 3548 + }, + "10": { + "Dice": 0.8206975601768463, + "FN": 2260, + "FP": 9785, + "IoU": 0.6959178006109414, + "TN": 2238405, + "TP": 27566, + "n_pred": 37351, + "n_ref": 29826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42436974789915966, + "FN": 54, + "FP": 494, + "IoU": 0.2693333333333333, + "TN": 2277266, + "TP": 202, + "n_pred": 696, + "n_ref": 256 + }, + "13": { + "Dice": 0.32755985736118187, + "FN": 176, + "FP": 5104, + "IoU": 0.19585744745659459, + "TN": 2271450, + "TP": 1286, + "n_pred": 6390, + "n_ref": 1462 + }, + "14": { + "Dice": 0.05739576778681976, + "FN": 6103, + "FP": 127218, + "IoU": 0.029545785412723832, + "TN": 2140636, + "TP": 4059, + "n_pred": 131277, + "n_ref": 10162 + }, + "15": { + "Dice": 0.7891298063023995, + "FN": 479, + "FP": 3168, + "IoU": 0.6517047082418107, + "TN": 2267545, + "TP": 6824, + "n_pred": 9992, + "n_ref": 7303 + }, + "2": { + "Dice": 0.20069457137634802, + "FN": 191, + "FP": 4182, + "IoU": 0.1115400243803332, + "TN": 2273094, + "TP": 549, + "n_pred": 4731, + "n_ref": 740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45753, + "IoU": 0.0, + "TN": 2232263, + "TP": 0, + "n_pred": 45753, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4060, + "IoU": 0.0, + "TN": 2273956, + "TP": 0, + "n_pred": 4060, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6816696914700544, + "FN": 1378, + "FP": 28440, + "IoU": 0.5170704845814978, + "TN": 2216272, + "TP": 31926, + "n_pred": 60366, + "n_ref": 33304 + }, + "7": { + "Dice": 0.7651691495965239, + "FN": 34992, + "FP": 61856, + "IoU": 0.6196550315749788, + "TN": 2023384, + "TP": 157784, + "n_pred": 219640, + "n_ref": 192776 + }, + "8": { + "Dice": 0.8560391847834484, + "FN": 2021, + "FP": 7296, + "IoU": 0.7483116321789399, + "TN": 2240998, + "TP": 27701, + "n_pred": 34997, + "n_ref": 29722 + }, + "9": { + "Dice": 0.3925081433224756, + "FN": 136, + "FP": 1356, + "IoU": 0.24417426545086118, + "TN": 2276042, + "TP": 482, + "n_pred": 1838, + "n_ref": 618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 350390, + "TP": 0, + "n_pred": 74, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8193395459087635, + "FN": 10296, + "FP": 5252, + "IoU": 0.693967129219565, + "TN": 299659, + "TP": 35257, + "n_pred": 40509, + "n_ref": 45553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7085295961967538, + "FN": 6710, + "FP": 13277, + "IoU": 0.5486224028906955, + "TN": 306184, + "TP": 24293, + "n_pred": 37570, + "n_ref": 31003 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.001903311762466692, + "FN": 27, + "FP": 5217, + "IoU": 0.0009525623928367308, + "TN": 345215, + "TP": 5, + "n_pred": 5222, + "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": 371, + "IoU": 0.0, + "TN": 349832, + "TP": 0, + "n_pred": 371, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9445019730766001, + "FN": 1393, + "FP": 590, + "IoU": 0.8948401124250941, + "TN": 331607, + "TP": 16874, + "n_pred": 17464, + "n_ref": 18267 + }, + "7": { + "Dice": 0.8859515558005063, + "FN": 19135, + "FP": 5283, + "IoU": 0.795254066744927, + "TN": 231204, + "TP": 94842, + "n_pred": 100125, + "n_ref": 113977 + }, + "8": { + "Dice": 0.8340200117716303, + "FN": 83, + "FP": 481, + "IoU": 0.7152953054013125, + "TN": 348483, + "TP": 1417, + "n_pred": 1898, + "n_ref": 1500 + }, + "9": { + "Dice": 0.8474008293888493, + "FN": 2250, + "FP": 1393, + "IoU": 0.7352086059020206, + "TN": 336706, + "TP": 10115, + "n_pred": 11508, + "n_ref": 12365 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9961417163214372, + "FN": 812, + "FP": 349, + "IoU": 0.9923130909187213, + "TN": 549892, + "TP": 149875, + "n_pred": 150224, + "n_ref": 150687 + }, + "10": { + "Dice": 0.8336079077429983, + "FN": 201, + "FP": 1, + "IoU": 0.7146892655367232, + "TN": 700220, + "TP": 506, + "n_pred": 507, + "n_ref": 707 + }, + "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": 455, + "IoU": 0.0, + "TN": 700473, + "TP": 0, + "n_pred": 455, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.991522171991429, + "FN": 5005, + "FP": 364, + "IoU": 0.9831868826996186, + "TN": 381594, + "TP": 313965, + "n_pred": 314329, + "n_ref": 318970 + }, + "7": { + "Dice": 0.9458115352321902, + "FN": 90, + "FP": 749, + "IoU": 0.8971939713270433, + "TN": 692767, + "TP": 7322, + "n_pred": 8071, + "n_ref": 7412 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9090909090909091, + "FN": 14, + "FP": 29, + "IoU": 0.8333333333333334, + "TN": 1226366, + "TP": 215, + "n_pred": 244, + "n_ref": 229 + }, + "10": { + "Dice": 0.5543474411191783, + "FN": 11367, + "FP": 1216, + "IoU": 0.38345827821059336, + "TN": 1206215, + "TP": 7826, + "n_pred": 9042, + "n_ref": 19193 + }, + "11": { + "Dice": 0.26865671641791045, + "FN": 49, + "FP": 0, + "IoU": 0.15517241379310345, + "TN": 1226566, + "TP": 9, + "n_pred": 9, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1226508, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.9260166585007349, + "FN": 88, + "FP": 63, + "IoU": 0.8622262773722628, + "TN": 1225528, + "TP": 945, + "n_pred": 1008, + "n_ref": 1033 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 1226024, + "TP": 0, + "n_pred": 600, + "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": 782, + "IoU": 0.0, + "TN": 1225842, + "TP": 0, + "n_pred": 782, + "n_ref": 0 + }, + "3": { + "Dice": 0.8307492139217174, + "FN": 394, + "FP": 5850, + "IoU": 0.7104970326409495, + "TN": 1205056, + "TP": 15324, + "n_pred": 21174, + "n_ref": 15718 + }, + "4": { + "Dice": 0.5756454981390519, + "FN": 3076, + "FP": 33295, + "IoU": 0.4041448230668414, + "TN": 1165584, + "TP": 24669, + "n_pred": 57964, + "n_ref": 27745 + }, + "5": { + "Dice": 0.8989006674519042, + "FN": 171, + "FP": 859, + "IoU": 0.8163665537528971, + "TN": 1221015, + "TP": 4579, + "n_pred": 5438, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9524098347766509, + "FN": 3298, + "FP": 5176, + "IoU": 0.909143543337479, + "TN": 1133356, + "TP": 84794, + "n_pred": 89970, + "n_ref": 88092 + }, + "7": { + "Dice": 0.8341637628770856, + "FN": 1498, + "FP": 13779, + "IoU": 0.7155068064582208, + "TN": 1172925, + "TP": 38422, + "n_pred": 52201, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9730453708354261, + "FN": 170, + "FP": 635, + "IoU": 0.9475057059015325, + "TN": 1211289, + "TP": 14530, + "n_pred": 15165, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8812296778007686, + "FN": 3038, + "FP": 2989, + "IoU": 0.7876770238850137, + "TN": 1198238, + "TP": 22359, + "n_pred": 25348, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632522407170294, + "FN": 369, + "FP": 205, + "IoU": 0.9291095467457083, + "TN": 342367, + "TP": 7523, + "n_pred": 7728, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9439610737701538, + "FN": 932, + "FP": 427, + "IoU": 0.8938695821944553, + "TN": 337659, + "TP": 11446, + "n_pred": 11873, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9789932965275141, + "FN": 1530, + "FP": 1845, + "IoU": 0.9588509979395018, + "TN": 268445, + "TP": 78644, + "n_pred": 80489, + "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": 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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9926287785886121, + "FN": 1990, + "FP": 210, + "IoU": 0.9853654318195425, + "TN": 375367, + "TP": 148129, + "n_pred": 148339, + "n_ref": 150119 + }, + "10": { + "Dice": 0.8493504258797212, + "FN": 3054, + "FP": 3950, + "IoU": 0.7381486466277852, + "TN": 498948, + "TP": 19744, + "n_pred": 23694, + "n_ref": 22798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0283235970968313, + "FN": 4060, + "FP": 1429, + "IoU": 0.014365236128568864, + "TN": 520127, + "TP": 80, + "n_pred": 1509, + "n_ref": 4140 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9378172588832487, + "FN": 3, + "FP": 95, + "IoU": 0.8829151732377539, + "TN": 524859, + "TP": 739, + "n_pred": 834, + "n_ref": 742 + }, + "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": 0.9786052270817671, + "FN": 1140, + "FP": 3698, + "IoU": 0.9581067507187143, + "TN": 410212, + "TP": 110646, + "n_pred": 114344, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9837837837837838, + "FN": 418, + "FP": 527, + "IoU": 0.9680851063829787, + "TN": 496086, + "TP": 28665, + "n_pred": 29192, + "n_ref": 29083 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8116902681530581, + "FN": 616, + "FP": 9, + "IoU": 0.6830628803245437, + "TN": 348492, + "TP": 1347, + "n_pred": 1356, + "n_ref": 1963 + }, + "11": { + "Dice": 0.8103390399462908, + "FN": 338, + "FP": 792, + "IoU": 0.6811512415349887, + "TN": 346920, + "TP": 2414, + "n_pred": 3206, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7271640288222523, + "FN": 6950, + "FP": 1721, + "IoU": 0.5712943735785623, + "TN": 330238, + "TP": 11555, + "n_pred": 13276, + "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": 0.9711328845554943, + "FN": 687, + "FP": 518, + "IoU": 0.9438856291329049, + "TN": 328990, + "TP": 20269, + "n_pred": 20787, + "n_ref": 20956 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 350461, + "TP": 3, + "n_pred": 3, + "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": 0.9763179923850329, + "FN": 960, + "FP": 1671, + "IoU": 0.9537317107484524, + "TN": 293600, + "TP": 54233, + "n_pred": 55904, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9693350030504447, + "FN": 582, + "FP": 373, + "IoU": 0.940494734874447, + "TN": 334415, + "TP": 15094, + "n_pred": 15467, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9547030959228557, + "FN": 1479, + "FP": 663, + "IoU": 0.9133319846247219, + "TN": 325749, + "TP": 22573, + "n_pred": 23236, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706049389969253, + "FN": 2227, + "FP": 2276, + "IoU": 0.9428886690510616, + "TN": 797314, + "TP": 74343, + "n_pred": 76619, + "n_ref": 76570 + }, + "10": { + "Dice": 0.9304333388676739, + "FN": 240, + "FP": 179, + "IoU": 0.8699161751009004, + "TN": 872939, + "TP": 2802, + "n_pred": 2981, + "n_ref": 3042 + }, + "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": 121872, + "IoU": 0.0, + "TN": 754288, + "TP": 0, + "n_pred": 121872, + "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": 0.0, + "FN": 0, + "FP": 3156, + "IoU": 0.0, + "TN": 873004, + "TP": 0, + "n_pred": 3156, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 137662, + "IoU": 0.0, + "TN": 738498, + "TP": 0, + "n_pred": 137662, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9298072613177947, + "FN": 2489, + "FP": 2209, + "IoU": 0.8688222482827944, + "TN": 489882, + "TP": 31116, + "n_pred": 33325, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7961125631200995, + "FN": 886, + "FP": 7149, + "IoU": 0.6612848832307563, + "TN": 501974, + "TP": 15687, + "n_pred": 22836, + "n_ref": 16573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9539078156312625, + "FN": 59, + "FP": 125, + "IoU": 0.9118773946360154, + "TN": 523608, + "TP": 1904, + "n_pred": 2029, + "n_ref": 1963 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9267290208266767, + "FN": 7782, + "FP": 2308, + "IoU": 0.8634622931298123, + "TN": 451797, + "TP": 63809, + "n_pred": 66117, + "n_ref": 71591 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9470862678672254, + "FN": 862, + "FP": 8041, + "IoU": 0.8994908499757279, + "TN": 437117, + "TP": 79676, + "n_pred": 87717, + "n_ref": 80538 + }, + "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": 0.9434539750554748, + "FN": 497, + "FP": 1720, + "IoU": 0.8929606025492468, + "TN": 504984, + "TP": 18495, + "n_pred": 20215, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5985190883738821, + "FN": 3940, + "FP": 235, + "IoU": 0.4270618910388363, + "TN": 167945, + "TP": 3112, + "n_pred": 3347, + "n_ref": 7052 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9681380308443761, + "FN": 1196, + "FP": 1622, + "IoU": 0.9382437378098223, + "TN": 129601, + "TP": 42813, + "n_pred": 44435, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0217.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": 570, + "IoU": 0.0, + "TN": 2102214, + "TP": 0, + "n_pred": 570, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.856025557949939, + "FN": 9336, + "FP": 9772, + "IoU": 0.7482908065812179, + "TN": 2026871, + "TP": 56805, + "n_pred": 66577, + "n_ref": 66141 + }, + "15": { + "Dice": 0.27367055771725035, + "FN": 4, + "FP": 1116, + "IoU": 0.1585274229902329, + "TN": 2101453, + "TP": 211, + "n_pred": 1327, + "n_ref": 215 + }, + "2": { + "Dice": 0.9506342060036059, + "FN": 7650, + "FP": 1714, + "IoU": 0.9059130871640292, + "TN": 2003259, + "TP": 90161, + "n_pred": 91875, + "n_ref": 97811 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2474, + "IoU": 0.0, + "TN": 2100310, + "TP": 0, + "n_pred": 2474, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1849, + "FP": 0, + "IoU": 0.0, + "TN": 2100935, + "TP": 0, + "n_pred": 0, + "n_ref": 1849 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9365004081950006, + "FN": 8396, + "FP": 7938, + "IoU": 0.8805837025339591, + "TN": 1966002, + "TP": 120448, + "n_pred": 128386, + "n_ref": 128844 + }, + "7": { + "Dice": 0.953275805333427, + "FN": 2399, + "FP": 12226, + "IoU": 0.9107230062997509, + "TN": 1938968, + "TP": 149191, + "n_pred": 161417, + "n_ref": 151590 + }, + "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": 10, + "IoU": 0.0, + "TN": 2102774, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8306647258612324, + "FN": 260, + "FP": 89, + "IoU": 0.7103734439834025, + "TN": 524491, + "TP": 856, + "n_pred": 945, + "n_ref": 1116 + }, + "10": { + "Dice": 0.6898910564986065, + "FN": 2349, + "FP": 99, + "IoU": 0.5265906014310578, + "TN": 520525, + "TP": 2723, + "n_pred": 2822, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5053995680345572, + "FN": 14, + "FP": 444, + "IoU": 0.33815028901734107, + "TN": 525004, + "TP": 234, + "n_pred": 678, + "n_ref": 248 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7989542251960827, + "FN": 2425, + "FP": 2112, + "IoU": 0.66521546635183, + "TN": 512144, + "TP": 9015, + "n_pred": 11127, + "n_ref": 11440 + }, + "15": { + "Dice": 0.8621946912790753, + "FN": 25718, + "FP": 3158, + "IoU": 0.7577699670326905, + "TN": 406487, + "TP": 90333, + "n_pred": 93491, + "n_ref": 116051 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9419392387382144, + "FN": 5237, + "FP": 4739, + "IoU": 0.8902506105744901, + "TN": 434798, + "TP": 80922, + "n_pred": 85661, + "n_ref": 86159 + }, + "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": 0.27221754976170454, + "FN": 778, + "FP": 9606, + "IoU": 0.1575531397046893, + "TN": 513370, + "TP": 1942, + "n_pred": 11548, + "n_ref": 2720 + }, + "7": { + "Dice": 0.9328719078804432, + "FN": 21597, + "FP": 31, + "IoU": 0.8741892512899266, + "TN": 353787, + "TP": 150281, + "n_pred": 150312, + "n_ref": 171878 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672460402877942, + "FN": 671, + "FP": 3194, + "IoU": 0.9365696748888123, + "TN": 1516155, + "TP": 57068, + "n_pred": 60262, + "n_ref": 57739 + }, + "10": { + "Dice": 0.5, + "FN": 4, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 1577082, + "TP": 2, + "n_pred": 2, + "n_ref": 6 + }, + "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": 613, + "IoU": 0.0, + "TN": 1576475, + "TP": 0, + "n_pred": 613, + "n_ref": 0 + }, + "14": { + "Dice": 0.0751201016825007, + "FN": 458, + "FP": 85406, + "IoU": 0.03902586428803259, + "TN": 1487737, + "TP": 3487, + "n_pred": 88893, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9325, + "IoU": 0.0, + "TN": 1567763, + "TP": 0, + "n_pred": 9325, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5376678575828508, + "FN": 392, + "FP": 29630, + "IoU": 0.36767834200383326, + "TN": 1529609, + "TP": 17457, + "n_pred": 47087, + "n_ref": 17849 + }, + "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": 0.9576287434334139, + "FN": 593, + "FP": 1617, + "IoU": 0.9187021777516186, + "TN": 1549904, + "TP": 24974, + "n_pred": 26591, + "n_ref": 25567 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45222, + "IoU": 0.0, + "TN": 1531866, + "TP": 0, + "n_pred": 45222, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714637200412997, + "FN": 818, + "FP": 1780, + "IoU": 0.9445108927808629, + "TN": 303644, + "TP": 44222, + "n_pred": 46002, + "n_ref": 45040 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 350339, + "TP": 0, + "n_pred": 125, + "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": 0.8840407872895423, + "FN": 467, + "FP": 511, + "IoU": 0.7921801954951126, + "TN": 345758, + "TP": 3728, + "n_pred": 4239, + "n_ref": 4195 + }, + "7": { + "Dice": 0.8689719336331214, + "FN": 180, + "FP": 2355, + "IoU": 0.7683027145599123, + "TN": 339523, + "TP": 8406, + "n_pred": 10761, + "n_ref": 8586 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7273288093769278, + "FN": 118, + "FP": 766, + "IoU": 0.5714978187106156, + "TN": 1049329, + "TP": 1179, + "n_pred": 1945, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7681457537466941, + "FN": 989, + "FP": 589, + "IoU": 0.6235687022900763, + "TN": 1047200, + "TP": 2614, + "n_pred": 3203, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9319429198682766, + "FN": 86, + "FP": 410, + "IoU": 0.8725590955806783, + "TN": 1047500, + "TP": 3396, + "n_pred": 3806, + "n_ref": 3482 + }, + "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": 0.930066039538785, + "FN": 12185, + "FP": 4282, + "IoU": 0.8692742486067669, + "TN": 925426, + "TP": 109499, + "n_pred": 113781, + "n_ref": 121684 + }, + "3": { + "Dice": 0.9308269759988853, + "FN": 4373, + "FP": 11513, + "IoU": 0.8706046216125958, + "TN": 928621, + "TP": 106885, + "n_pred": 118398, + "n_ref": 111258 + }, + "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": 0.9538667668165531, + "FN": 5615, + "FP": 3475, + "IoU": 0.9118023752231623, + "TN": 948328, + "TP": 93974, + "n_pred": 97449, + "n_ref": 99589 + }, + "7": { + "Dice": 0.7926315789473685, + "FN": 622, + "FP": 17108, + "IoU": 0.6564952048823016, + "TN": 999777, + "TP": 33885, + "n_pred": 50993, + "n_ref": 34507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9318298308559713, + "FN": 838, + "FP": 2487, + "IoU": 0.8723608445297505, + "TN": 1025342, + "TP": 22725, + "n_pred": 25212, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7329376854599406, + "FN": 130, + "FP": 2750, + "IoU": 0.5784543325526932, + "TN": 518864, + "TP": 3952, + "n_pred": 6702, + "n_ref": 4082 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7399431237748143, + "FN": 2664, + "FP": 6755, + "IoU": 0.5872299399623121, + "TN": 502877, + "TP": 13400, + "n_pred": 20155, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9476584022038568, + "FN": 48, + "FP": 142, + "IoU": 0.900523560209424, + "TN": 523786, + "TP": 1720, + "n_pred": 1862, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8237710437710438, + "FN": 2143, + "FP": 3091, + "IoU": 0.7003492299765272, + "TN": 508229, + "TP": 12233, + "n_pred": 15324, + "n_ref": 14376 + }, + "7": { + "Dice": 0.9651217759877356, + "FN": 11385, + "FP": 1674, + "IoU": 0.932594534887322, + "TN": 331958, + "TP": 180679, + "n_pred": 182353, + "n_ref": 192064 + }, + "8": { + "Dice": 0.9120038259206121, + "FN": 38, + "FP": 330, + "IoU": 0.8382417582417583, + "TN": 523421, + "TP": 1907, + "n_pred": 2237, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9253264218299183, + "FN": 297, + "FP": 1230, + "IoU": 0.8610302147797597, + "TN": 514708, + "TP": 9461, + "n_pred": 10691, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241216415707115, + "FN": 10, + "FP": 247, + "IoU": 0.8589462129527992, + "TN": 874338, + "TP": 1565, + "n_pred": 1812, + "n_ref": 1575 + }, + "10": { + "Dice": 0.8502994011976048, + "FN": 427, + "FP": 173, + "IoU": 0.7395833333333334, + "TN": 873856, + "TP": 1704, + "n_pred": 1877, + "n_ref": 2131 + }, + "11": { + "Dice": 0.6709287870715681, + "FN": 1135, + "FP": 718, + "IoU": 0.5048102618920364, + "TN": 872418, + "TP": 1889, + "n_pred": 2607, + "n_ref": 3024 + }, + "12": { + "Dice": 0.5444444444444444, + "FN": 4, + "FP": 78, + "IoU": 0.37404580152671757, + "TN": 876029, + "TP": 49, + "n_pred": 127, + "n_ref": 53 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 876067, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "14": { + "Dice": 0.8864256396391968, + "FN": 3806, + "FP": 5436, + "IoU": 0.7960183632029664, + "TN": 830852, + "TP": 36066, + "n_pred": 41502, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7641183750569946, + "FN": 11525, + "FP": 10203, + "IoU": 0.6182779641959909, + "TN": 819239, + "TP": 35193, + "n_pred": 45396, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9173575863957096, + "FN": 3471, + "FP": 17810, + "IoU": 0.8473320228991205, + "TN": 736766, + "TP": 118113, + "n_pred": 135923, + "n_ref": 121584 + }, + "3": { + "Dice": 0.9604268702958987, + "FN": 3165, + "FP": 4422, + "IoU": 0.9238665783611295, + "TN": 776506, + "TP": 92067, + "n_pred": 96489, + "n_ref": 95232 + }, + "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": 0.9768302646486623, + "FN": 1240, + "FP": 3893, + "IoU": 0.9547098891790782, + "TN": 762824, + "TP": 108203, + "n_pred": 112096, + "n_ref": 109443 + }, + "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": 0.9009428471656384, + "FN": 1487, + "FP": 215, + "IoU": 0.819741580173692, + "TN": 866718, + "TP": 7740, + "n_pred": 7955, + "n_ref": 9227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 4, + "FP": 190, + "IoU": 0.0, + "TN": 350270, + "TP": 0, + "n_pred": 190, + "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": 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": 0.9754626682023364, + "FN": 1680, + "FP": 5180, + "IoU": 0.9521006584413861, + "TN": 207247, + "TP": 136357, + "n_pred": 141537, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9732292489775362, + "FN": 2219, + "FP": 864, + "IoU": 0.9478544728785752, + "TN": 291341, + "TP": 56040, + "n_pred": 56904, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8061237841845859, + "FN": 3740, + "FP": 705, + "IoU": 0.6752155487359345, + "TN": 336778, + "TP": 9241, + "n_pred": 9946, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7582417582417582, + "FN": 7, + "FP": 213, + "IoU": 0.6106194690265486, + "TN": 174667, + "TP": 345, + "n_pred": 558, + "n_ref": 352 + }, + "10": { + "Dice": 0.9188426676271084, + "FN": 1725, + "FP": 979, + "IoU": 0.849869524179668, + "TN": 157221, + "TP": 15307, + "n_pred": 16286, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8059811703895144, + "FN": 838, + "FP": 213, + "IoU": 0.6750154607297465, + "TN": 171998, + "TP": 2183, + "n_pred": 2396, + "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": 0.9663716814159292, + "FN": 268, + "FP": 55, + "IoU": 0.934931506849315, + "TN": 170268, + "TP": 4641, + "n_pred": 4696, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9674186725752845, + "FN": 1044, + "FP": 250, + "IoU": 0.936893440624238, + "TN": 154727, + "TP": 19211, + "n_pred": 19461, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9708119904222108, + "FN": 397, + "FP": 566, + "IoU": 0.9432795382259395, + "TN": 158254, + "TP": 16015, + "n_pred": 16581, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.977374371693558, + "FN": 1354, + "FP": 361, + "IoU": 0.9557499290450757, + "TN": 136475, + "TP": 37042, + "n_pred": 37403, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9153729328383395, + "FN": 2619, + "FP": 1393, + "IoU": 0.843951769739401, + "TN": 149522, + "TP": 21698, + "n_pred": 23091, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0402.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": 0.7958734648975102, + "FN": 7760, + "FP": 10424, + "IoU": 0.66095500904294, + "TN": 472063, + "TP": 35449, + "n_pred": 45873, + "n_ref": 43209 + }, + "11": { + "Dice": 0.5504840940525588, + "FN": 186, + "FP": 139, + "IoU": 0.3797709923664122, + "TN": 525172, + "TP": 199, + "n_pred": 338, + "n_ref": 385 + }, + "12": { + "Dice": 0.5854768153980753, + "FN": 1613, + "FP": 756, + "IoU": 0.4139040079168728, + "TN": 521654, + "TP": 1673, + "n_pred": 2429, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6623372509266006, + "FN": 5890, + "FP": 4769, + "IoU": 0.4951451712215223, + "TN": 504583, + "TP": 10454, + "n_pred": 15223, + "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": 0.928724380544509, + "FN": 173, + "FP": 60, + "IoU": 0.8669331810394061, + "TN": 523945, + "TP": 1518, + "n_pred": 1578, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9520961494645706, + "FN": 899, + "FP": 783, + "IoU": 0.9085720497907267, + "TN": 507299, + "TP": 16715, + "n_pred": 17498, + "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": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 525426, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "6": { + "Dice": 0.8990796060067818, + "FN": 349, + "FP": 2776, + "IoU": 0.8166617776474039, + "TN": 508651, + "TP": 13920, + "n_pred": 16696, + "n_ref": 14269 + }, + "7": { + "Dice": 0.46398475350738216, + "FN": 38007, + "FP": 8681, + "IoU": 0.30207040884968983, + "TN": 458801, + "TP": 20207, + "n_pred": 28888, + "n_ref": 58214 + }, + "8": { + "Dice": 0.9469165109348957, + "FN": 128, + "FP": 923, + "IoU": 0.8991846522781775, + "TN": 515271, + "TP": 9374, + "n_pred": 10297, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9296367112810707, + "FN": 1899, + "FP": 1413, + "IoU": 0.8685244730260807, + "TN": 500505, + "TP": 21879, + "n_pred": 23292, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.591663913842391, + "FN": 4470.357777777778, + "FP": 4220.304444444444, + "IoU": 0.5059461909468699, + "TN": 735263.4733333334, + "TP": 15384.531111111111, + "n_pred": 19604.835555555557, + "n_ref": 19854.888888888894 + }, + "mean": { + "1": { + "Dice": 0.8004621603819924, + "FN": 2615.4, + "FP": 4342.3, + "IoU": 0.7218336941358985, + "TN": 719447.6, + "TP": 32933.36666666667, + "n_pred": 37275.666666666664, + "n_ref": 35548.76666666667 + }, + "10": { + "Dice": 0.5930494818282346, + "FN": 7598.1, + "FP": 1755.6666666666667, + "IoU": 0.47914729244183085, + "TN": 739703.6666666666, + "TP": 10281.233333333334, + "n_pred": 12036.9, + "n_ref": 17879.333333333332 + }, + "11": { + "Dice": 0.437821871058263, + "FN": 146.4, + "FP": 57.9, + "IoU": 0.3555624797655541, + "TN": 758756.9333333333, + "TP": 377.43333333333334, + "n_pred": 435.3333333333333, + "n_ref": 523.8333333333334 + }, + "12": { + "Dice": 0.4852218611269368, + "FN": 661.0333333333333, + "FP": 174.33333333333334, + "IoU": 0.34444264971752403, + "TN": 757902.2333333333, + "TP": 601.0666666666667, + "n_pred": 775.4, + "n_ref": 1262.1 + }, + "13": { + "Dice": 0.4937951165732034, + "FN": 4281.3, + "FP": 3738.9, + "IoU": 0.38449968291798103, + "TN": 742829.8666666667, + "TP": 8488.6, + "n_pred": 12227.5, + "n_ref": 12769.9 + }, + "14": { + "Dice": 0.6393156277505605, + "FN": 2355.9, + "FP": 1335.7333333333333, + "IoU": 0.559979105760989, + "TN": 735007.8, + "TP": 20639.233333333334, + "n_pred": 21974.966666666667, + "n_ref": 22995.133333333335 + }, + "15": { + "Dice": 0.372642568681571, + "FN": 961.5, + "FP": 3070.8, + "IoU": 0.3302754025999755, + "TN": 752107.4666666667, + "TP": 3198.9, + "n_pred": 6269.7, + "n_ref": 4160.4 + }, + "2": { + "Dice": 0.5402922078947283, + "FN": 2566.1666666666665, + "FP": 5248.666666666667, + "IoU": 0.4776199183773694, + "TN": 740754.9333333333, + "TP": 10768.9, + "n_pred": 16017.566666666668, + "n_ref": 13335.066666666668 + }, + "3": { + "Dice": 0.6289605559040549, + "FN": 5373.7, + "FP": 7658.133333333333, + "IoU": 0.5632650813536381, + "TN": 729280.0333333333, + "TP": 17026.8, + "n_pred": 24684.933333333334, + "n_ref": 22400.5 + }, + "4": { + "Dice": 0.4163443271247556, + "FN": 5566.733333333334, + "FP": 1183.4, + "IoU": 0.3472132586823014, + "TN": 748225.0, + "TP": 4363.533333333334, + "n_pred": 5546.933333333333, + "n_ref": 9930.266666666666 + }, + "5": { + "Dice": 0.5394697152159891, + "FN": 1412.8666666666666, + "FP": 239.46666666666667, + "IoU": 0.4079495229525615, + "TN": 756291.1, + "TP": 1395.2333333333333, + "n_pred": 1634.7, + "n_ref": 2808.1 + }, + "6": { + "Dice": 0.8336913694694404, + "FN": 19783.3, + "FP": 28107.233333333334, + "IoU": 0.7497395361369652, + "TN": 636095.7333333333, + "TP": 75352.4, + "n_pred": 103459.63333333333, + "n_ref": 95135.7 + }, + "7": { + "Dice": 0.5861322330712677, + "FN": 12349.0, + "FP": 5206.833333333333, + "IoU": 0.4989057388266414, + "TN": 711342.9666666667, + "TP": 30439.866666666665, + "n_pred": 35646.7, + "n_ref": 42788.86666666667 + }, + "8": { + "Dice": 0.7548353509165512, + "FN": 568.5, + "FP": 540.5, + "IoU": 0.6965628377155024, + "TN": 750304.4, + "TP": 7925.266666666666, + "n_pred": 8465.766666666666, + "n_ref": 8493.766666666666 + }, + "9": { + "Dice": 0.7529242606383174, + "FN": 815.4666666666667, + "FP": 644.7, + "IoU": 0.6721966628183154, + "TN": 750902.3666666667, + "TP": 6976.133333333333, + "n_pred": 7620.833333333333, + "n_ref": 7791.6 + } + }, + "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": 0.8344948869927702, + "FN": 1756, + "FP": 785, + "IoU": 0.7159941879959763, + "TN": 166285, + "TP": 6406, + "n_pred": 7191, + "n_ref": 8162 + }, + "11": { + "Dice": 0.7163179916317992, + "FN": 552, + "FP": 126, + "IoU": 0.5580182529335072, + "TN": 173698, + "TP": 856, + "n_pred": 982, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.5051969604332256, + "FN": 5157, + "FP": 508, + "IoU": 0.33796891433913756, + "TN": 166675, + "TP": 2892, + "n_pred": 3400, + "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": 0.9266814784891941, + "FN": 487, + "FP": 239, + "IoU": 0.8633797515995484, + "TN": 169918, + "TP": 4588, + "n_pred": 4827, + "n_ref": 5075 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.03557312252964427, + "FN": 488, + "FP": 0, + "IoU": 0.018108651911468814, + "TN": 174735, + "TP": 9, + "n_pred": 9, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9334574028122415, + "FN": 3881, + "FP": 2555, + "IoU": 0.8752181162511148, + "TN": 123654, + "TP": 45142, + "n_pred": 47697, + "n_ref": 49023 + }, + "7": { + "Dice": 0.47257383966244726, + "FN": 28, + "FP": 97, + "IoU": 0.30939226519337015, + "TN": 175051, + "TP": 56, + "n_pred": 153, + "n_ref": 84 + }, + "8": { + "Dice": 0.8148148148148148, + "FN": 3, + "FP": 42, + "IoU": 0.6875, + "TN": 175088, + "TP": 99, + "n_pred": 141, + "n_ref": 102 + }, + "9": { + "Dice": 0.9422755158951478, + "FN": 731, + "FP": 2581, + "IoU": 0.8908515686791458, + "TN": 144888, + "TP": 27032, + "n_pred": 29613, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.815035799522673, + "FN": 3023, + "FP": 77, + "IoU": 0.6878147029204431, + "TN": 515766, + "TP": 6830, + "n_pred": 6907, + "n_ref": 9853 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3515, + "FP": 0, + "IoU": 0.0, + "TN": 522181, + "TP": 0, + "n_pred": 0, + "n_ref": 3515 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734446532839189, + "FN": 8092, + "FP": 922, + "IoU": 0.9482631953532153, + "TN": 526700, + "TP": 165214, + "n_pred": 166136, + "n_ref": 173306 + }, + "10": { + "Dice": 0.7451678045965958, + "FN": 3881, + "FP": 1419, + "IoU": 0.5938386083224768, + "TN": 687879, + "TP": 7749, + "n_pred": 9168, + "n_ref": 11630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5294505204901832, + "FN": 6373, + "FP": 769, + "IoU": 0.3600358422939068, + "TN": 689768, + "TP": 4018, + "n_pred": 4787, + "n_ref": 10391 + }, + "13": { + "Dice": 0.661564219086343, + "FN": 1872, + "FP": 2373, + "IoU": 0.49428162973552536, + "TN": 692534, + "TP": 4149, + "n_pred": 6522, + "n_ref": 6021 + }, + "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": 0.9631724871873862, + "FN": 1035, + "FP": 1595, + "IoU": 0.9289611582302415, + "TN": 663906, + "TP": 34392, + "n_pred": 35987, + "n_ref": 35427 + }, + "3": { + "Dice": 0.9474373032436065, + "FN": 837, + "FP": 2135, + "IoU": 0.900124340491313, + "TN": 671171, + "TP": 26785, + "n_pred": 28920, + "n_ref": 27622 + }, + "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": 80, + "IoU": 0.0, + "TN": 700848, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "6": { + "Dice": 0.96112752898386, + "FN": 673, + "FP": 866, + "IoU": 0.925164113785558, + "TN": 680363, + "TP": 19026, + "n_pred": 19892, + "n_ref": 19699 + }, + "7": { + "Dice": 0.8850335415220911, + "FN": 1727, + "FP": 758, + "IoU": 0.7937759336099585, + "TN": 688878, + "TP": 9565, + "n_pred": 10323, + "n_ref": 11292 + }, + "8": { + "Dice": 0.9529651985456109, + "FN": 1744, + "FP": 3508, + "IoU": 0.9101561831773782, + "TN": 642471, + "TP": 53205, + "n_pred": 56713, + "n_ref": 54949 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.5967351498975855, + "FN": 6046, + "FP": 451, + "IoU": 0.4252476999292286, + "TN": 163928, + "TP": 4807, + "n_pred": 5258, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7222659323367427, + "FN": 2468, + "FP": 356, + "IoU": 0.5652709359605911, + "TN": 168736, + "TP": 3672, + "n_pred": 4028, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 601, + "IoU": 0.0, + "TN": 174631, + "TP": 0, + "n_pred": 601, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9608001290530731, + "FN": 658, + "FP": 557, + "IoU": 0.9245575908103073, + "TN": 159127, + "TP": 14890, + "n_pred": 15447, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8296727999333944, + "FN": 5576, + "FP": 4653, + "IoU": 0.7089237948893062, + "TN": 140090, + "TP": 24913, + "n_pred": 29566, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9443961016359207, + "FN": 249, + "FP": 1029, + "IoU": 0.8946500700684198, + "TN": 163101, + "TP": 10853, + "n_pred": 11882, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8769171779141104, + "FN": 301, + "FP": 341, + "IoU": 0.7808125640150222, + "TN": 697999, + "TP": 2287, + "n_pred": 2628, + "n_ref": 2588 + }, + "10": { + "Dice": 0.5942421895171701, + "FN": 5285, + "FP": 1001, + "IoU": 0.42272017632473136, + "TN": 690039, + "TP": 4603, + "n_pred": 5604, + "n_ref": 9888 + }, + "11": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 700904, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "12": { + "Dice": 0.7496617050067659, + "FN": 2213, + "FP": 377, + "IoU": 0.5995670995670995, + "TN": 694460, + "TP": 3878, + "n_pred": 4255, + "n_ref": 6091 + }, + "13": { + "Dice": 0.40483132028321533, + "FN": 242, + "FP": 1187, + "IoU": 0.25378590078328983, + "TN": 699013, + "TP": 486, + "n_pred": 1673, + "n_ref": 728 + }, + "14": { + "Dice": 0.9652861081685608, + "FN": 2791, + "FP": 6614, + "IoU": 0.9329014675351545, + "TN": 560761, + "TP": 130762, + "n_pred": 137376, + "n_ref": 133553 + }, + "15": { + "Dice": 0.9103470437017995, + "FN": 445, + "FP": 1229, + "IoU": 0.835446770864052, + "TN": 690755, + "TP": 8499, + "n_pred": 9728, + "n_ref": 8944 + }, + "2": { + "Dice": 0.9199643855179527, + "FN": 3259, + "FP": 14899, + "IoU": 0.8517907865095171, + "TN": 578412, + "TP": 104358, + "n_pred": 119257, + "n_ref": 107617 + }, + "3": { + "Dice": 0.9492891480004091, + "FN": 1611, + "FP": 868, + "IoU": 0.9034732497469045, + "TN": 675246, + "TP": 23203, + "n_pred": 24071, + "n_ref": 24814 + }, + "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": 0.9484083424807903, + "FN": 246, + "FP": 83, + "IoU": 0.9018789144050104, + "TN": 697575, + "TP": 3024, + "n_pred": 3107, + "n_ref": 3270 + }, + "7": { + "Dice": 0.9570379187745705, + "FN": 1764, + "FP": 979, + "IoU": 0.9176152575461781, + "TN": 667633, + "TP": 30552, + "n_pred": 31531, + "n_ref": 32316 + }, + "8": { + "Dice": 0.8442530038540014, + "FN": 9, + "FP": 678, + "IoU": 0.7304825421734014, + "TN": 698379, + "TP": 1862, + "n_pred": 2540, + "n_ref": 1871 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8851649149997578, + "FN": 768, + "FP": 1603, + "IoU": 0.7939873142757842, + "TN": 1039883, + "TP": 9138, + "n_pred": 10741, + "n_ref": 9906 + }, + "10": { + "Dice": 0.8489576908844209, + "FN": 3287, + "FP": 1611, + "IoU": 0.737555591276858, + "TN": 1032729, + "TP": 13765, + "n_pred": 15376, + "n_ref": 17052 + }, + "11": { + "Dice": 0.8194361127774445, + "FN": 96, + "FP": 205, + "IoU": 0.6941056910569106, + "TN": 1050408, + "TP": 683, + "n_pred": 888, + "n_ref": 779 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9169014653049691, + "FN": 4886, + "FP": 5407, + "IoU": 0.8465540631196052, + "TN": 984313, + "TP": 56786, + "n_pred": 62193, + "n_ref": 61672 + }, + "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": 0.7070076939072573, + "FN": 188, + "FP": 1221, + "IoU": 0.5467996140238018, + "TN": 1048283, + "TP": 1700, + "n_pred": 2921, + "n_ref": 1888 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.888681260010678, + "FN": 676, + "FP": 158, + "IoU": 0.7996637040595724, + "TN": 1047229, + "TP": 3329, + "n_pred": 3487, + "n_ref": 4005 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18918627970862523, + "FN": 948, + "FP": 202413, + "IoU": 0.10447583734796509, + "TN": 824306, + "TP": 23725, + "n_pred": 226138, + "n_ref": 24673 + }, + "7": { + "Dice": 0.6511210259925133, + "FN": 210755, + "FP": 995, + "IoU": 0.4827127107319707, + "TN": 642045, + "TP": 197597, + "n_pred": 198592, + "n_ref": 408352 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8717206441107291, + "FN": 530, + "FP": 179, + "IoU": 0.7726106478511866, + "TN": 1048274, + "TP": 2409, + "n_pred": 2588, + "n_ref": 2939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.585200358468826, + "FN": 2686, + "FP": 42674, + "IoU": 0.41362772599764724, + "TN": 1324499, + "TP": 31997, + "n_pred": 74671, + "n_ref": 34683 + }, + "10": { + "Dice": 0.864612969685078, + "FN": 2522, + "FP": 2998, + "IoU": 0.7615138684869956, + "TN": 1378710, + "TP": 17626, + "n_pred": 20624, + "n_ref": 20148 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6080402010050251, + "FN": 203, + "FP": 109, + "IoU": 0.4368231046931408, + "TN": 1401302, + "TP": 242, + "n_pred": 351, + "n_ref": 445 + }, + "13": { + "Dice": 0.0, + "FN": 91, + "FP": 162, + "IoU": 0.0, + "TN": 1401603, + "TP": 0, + "n_pred": 162, + "n_ref": 91 + }, + "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": 0.8406909788867563, + "FN": 44, + "FP": 288, + "IoU": 0.7251655629139073, + "TN": 1400648, + "TP": 876, + "n_pred": 1164, + "n_ref": 920 + }, + "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": 0.9265718232827439, + "FN": 72018, + "FP": 3085, + "IoU": 0.8631893995147152, + "TN": 852900, + "TP": 473853, + "n_pred": 476938, + "n_ref": 545871 + }, + "7": { + "Dice": 0.8384054037754056, + "FN": 12426, + "FP": 971, + "IoU": 0.721771095096675, + "TN": 1353705, + "TP": 34754, + "n_pred": 35725, + "n_ref": 47180 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1519, + "IoU": 0.0, + "TN": 1400337, + "TP": 0, + "n_pred": 1519, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8997431845120506, + "FN": 821, + "FP": 1209, + "IoU": 0.8177574288535775, + "TN": 339325, + "TP": 9109, + "n_pred": 10318, + "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": 0.7741564517393691, + "FN": 1622, + "FP": 7019, + "IoU": 0.6315295722996888, + "TN": 327013, + "TP": 14810, + "n_pred": 21829, + "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": 0.8789356984478935, + "FN": 218, + "FP": 874, + "IoU": 0.7840189873417721, + "TN": 345408, + "TP": 3964, + "n_pred": 4838, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9601912558409099, + "FN": 1243, + "FP": 2054, + "IoU": 0.9234306416776981, + "TN": 307405, + "TP": 39762, + "n_pred": 41816, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2644, + "IoU": 0.0, + "TN": 347820, + "TP": 0, + "n_pred": 2644, + "n_ref": 0 + }, + "8": { + "Dice": 0.928897940710568, + "FN": 636, + "FP": 935, + "IoU": 0.867235696780191, + "TN": 338631, + "TP": 10262, + "n_pred": 11197, + "n_ref": 10898 + }, + "9": { + "Dice": 0.9560858369098713, + "FN": 673, + "FP": 606, + "IoU": 0.9158663333771873, + "TN": 335262, + "TP": 13923, + "n_pred": 14529, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.896208470707583, + "FN": 2508, + "FP": 4040, + "IoU": 0.8119363547590327, + "TN": 490878, + "TP": 28270, + "n_pred": 32310, + "n_ref": 30778 + }, + "10": { + "Dice": 0.8293939071783787, + "FN": 11448, + "FP": 2995, + "IoU": 0.7085166498486377, + "TN": 476146, + "TP": 35107, + "n_pred": 38102, + "n_ref": 46555 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5893310753598645, + "FN": 432, + "FP": 53, + "IoU": 0.4177671068427371, + "TN": 524863, + "TP": 348, + "n_pred": 401, + "n_ref": 780 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1190, + "IoU": 0.0, + "TN": 524506, + "TP": 0, + "n_pred": 1190, + "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": 58, + "IoU": 0.0, + "TN": 525638, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "3": { + "Dice": 0.9757391407400718, + "FN": 2715, + "FP": 1584, + "IoU": 0.9526275771633848, + "TN": 434947, + "TP": 86450, + "n_pred": 88034, + "n_ref": 89165 + }, + "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": 0.9616695666330881, + "FN": 1883, + "FP": 1884, + "IoU": 0.9261691035239701, + "TN": 474674, + "TP": 47255, + "n_pred": 49139, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8159507546100057, + "FN": 5900, + "FP": 917, + "IoU": 0.6891189346953667, + "TN": 503768, + "TP": 15111, + "n_pred": 16028, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9543417706188688, + "FN": 52, + "FP": 325, + "IoU": 0.9126708362288626, + "TN": 521379, + "TP": 3940, + "n_pred": 4265, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8166436714835524, + "FN": 2133, + "FP": 392, + "IoU": 0.6901080019636721, + "TN": 342316, + "TP": 5623, + "n_pred": 6015, + "n_ref": 7756 + }, + "11": { + "Dice": 0.8586723768736617, + "FN": 111, + "FP": 21, + "IoU": 0.7523452157598499, + "TN": 349931, + "TP": 401, + "n_pred": 422, + "n_ref": 512 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9072802197802198, + "FN": 3881, + "FP": 3139, + "IoU": 0.8302954116907605, + "TN": 309098, + "TP": 34346, + "n_pred": 37485, + "n_ref": 38227 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.18250950570342206, + "FN": 1, + "FP": 214, + "IoU": 0.100418410041841, + "TN": 350225, + "TP": 24, + "n_pred": 238, + "n_ref": 25 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5700483091787439, + "FN": 167, + "FP": 11, + "IoU": 0.39864864864864863, + "TN": 350168, + "TP": 118, + "n_pred": 129, + "n_ref": 285 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638741315897017, + "FN": 804, + "FP": 80, + "IoU": 0.9302674134258894, + "TN": 337787, + "TP": 11793, + "n_pred": 11873, + "n_ref": 12597 + }, + "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": 0.7627118644067796, + "FN": 0, + "FP": 336, + "IoU": 0.6164383561643836, + "TN": 349588, + "TP": 540, + "n_pred": 876, + "n_ref": 540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8338382978723404, + "FN": 10727, + "FP": 3916, + "IoU": 0.7150280242877161, + "TN": 299080, + "TP": 36741, + "n_pred": 40657, + "n_ref": 47468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3023315728455494, + "FN": 725, + "FP": 10107, + "IoU": 0.17808634949540936, + "TN": 337285, + "TP": 2347, + "n_pred": 12454, + "n_ref": 3072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6752202813417839, + "FN": 25, + "FP": 2076, + "IoU": 0.5096849474912486, + "TN": 346179, + "TP": 2184, + "n_pred": 4260, + "n_ref": 2209 + }, + "7": { + "Dice": 0.7535441311724969, + "FN": 7716, + "FP": 55, + "IoU": 0.604549386799654, + "TN": 330813, + "TP": 11880, + "n_pred": 11935, + "n_ref": 19596 + }, + "8": { + "Dice": 0.8027063599458728, + "FN": 715, + "FP": 14, + "IoU": 0.6704339963833634, + "TN": 348252, + "TP": 1483, + "n_pred": 1497, + "n_ref": 2198 + }, + "9": { + "Dice": 0.40594059405940597, + "FN": 478, + "FP": 2, + "IoU": 0.2546583850931677, + "TN": 349820, + "TP": 164, + "n_pred": 166, + "n_ref": 642 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6661008317772874, + "FN": 1901, + "FP": 66, + "IoU": 0.4993637057775515, + "TN": 872231, + "TP": 1962, + "n_pred": 2028, + "n_ref": 3863 + }, + "10": { + "Dice": 0.7805057148330247, + "FN": 9370, + "FP": 4380, + "IoU": 0.6400240856611776, + "TN": 837963, + "TP": 24447, + "n_pred": 28827, + "n_ref": 33817 + }, + "11": { + "Dice": 0.631578947368421, + "FN": 360, + "FP": 501, + "IoU": 0.46153846153846156, + "TN": 874561, + "TP": 738, + "n_pred": 1239, + "n_ref": 1098 + }, + "12": { + "Dice": 0.4082304526748971, + "FN": 906, + "FP": 532, + "IoU": 0.2564632885211996, + "TN": 874226, + "TP": 496, + "n_pred": 1028, + "n_ref": 1402 + }, + "13": { + "Dice": 0.5865977980154955, + "FN": 4722, + "FP": 10485, + "IoU": 0.415025388521311, + "TN": 850164, + "TP": 10789, + "n_pred": 21274, + "n_ref": 15511 + }, + "14": { + "Dice": 0.7594470357601568, + "FN": 1926, + "FP": 12308, + "IoU": 0.6121842901125248, + "TN": 839457, + "TP": 22469, + "n_pred": 34777, + "n_ref": 24395 + }, + "15": { + "Dice": 0.8294170509288588, + "FN": 15848, + "FP": 7310, + "IoU": 0.7085504291575423, + "TN": 796702, + "TP": 56300, + "n_pred": 63610, + "n_ref": 72148 + }, + "2": { + "Dice": 0.8975864553314121, + "FN": 4999, + "FP": 687, + "IoU": 0.8142012221024083, + "TN": 845557, + "TP": 24917, + "n_pred": 25604, + "n_ref": 29916 + }, + "3": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "4": { + "Dice": 0.6651433113109135, + "FN": 3810, + "FP": 2931, + "IoU": 0.4982881810062519, + "TN": 862724, + "TP": 6695, + "n_pred": 9626, + "n_ref": 10505 + }, + "5": { + "Dice": 0.812092253974088, + "FN": 598, + "FP": 1447, + "IoU": 0.6836324257425742, + "TN": 869696, + "TP": 4419, + "n_pred": 5866, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9455316031812474, + "FN": 8421, + "FP": 8235, + "IoU": 0.8966903190591972, + "TN": 714936, + "TP": 144568, + "n_pred": 152803, + "n_ref": 152989 + }, + "7": { + "Dice": 0.7973108282076956, + "FN": 4625, + "FP": 9545, + "IoU": 0.6629400570884871, + "TN": 834120, + "TP": 27870, + "n_pred": 37415, + "n_ref": 32495 + }, + "8": { + "Dice": 0.9537754809072638, + "FN": 362, + "FP": 1087, + "IoU": 0.9116355653128431, + "TN": 859762, + "TP": 14949, + "n_pred": 16036, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9149783243386711, + "FN": 2070, + "FP": 3696, + "IoU": 0.8432811480756687, + "TN": 839368, + "TP": 31026, + "n_pred": 34722, + "n_ref": 33096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7622597553873034, + "FN": 115, + "FP": 1926, + "IoU": 0.6158479201957463, + "TN": 345151, + "TP": 3272, + "n_pred": 5198, + "n_ref": 3387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5947368421052631, + "FN": 5728, + "FP": 25534, + "IoU": 0.4232209737827715, + "TN": 296263, + "TP": 22939, + "n_pred": 48473, + "n_ref": 28667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8758871100841723, + "FN": 1460, + "FP": 44, + "IoU": 0.7791807370430186, + "TN": 343653, + "TP": 5307, + "n_pred": 5351, + "n_ref": 6767 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9166227671088549, + "FN": 1112, + "FP": 629, + "IoU": 0.8460790381045, + "TN": 339153, + "TP": 9570, + "n_pred": 10199, + "n_ref": 10682 + }, + "7": { + "Dice": 0.4816725495519957, + "FN": 1820, + "FP": 89, + "IoU": 0.31723891273247495, + "TN": 347668, + "TP": 887, + "n_pred": 976, + "n_ref": 2707 + }, + "8": { + "Dice": 0.6998158379373849, + "FN": 163, + "FP": 0, + "IoU": 0.5382436260623229, + "TN": 350111, + "TP": 190, + "n_pred": 190, + "n_ref": 353 + }, + "9": { + "Dice": 0.8825560627108553, + "FN": 1085, + "FP": 1874, + "IoU": 0.7897989628471975, + "TN": 336387, + "TP": 11118, + "n_pred": 12992, + "n_ref": 12203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.23529411764705882, + "FN": 13, + "FP": 0, + "IoU": 0.13333333333333333, + "TN": 350449, + "TP": 2, + "n_pred": 2, + "n_ref": 15 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7949406620861962, + "FN": 6536, + "FP": 30, + "IoU": 0.659669310112476, + "TN": 331171, + "TP": 12727, + "n_pred": 12757, + "n_ref": 19263 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 350378, + "TP": 0, + "n_pred": 86, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.6329572149266377, + "FN": 5209, + "FP": 4322, + "IoU": 0.46301200067609444, + "TN": 507947, + "TP": 8218, + "n_pred": 12540, + "n_ref": 13427 + }, + "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": 501, + "IoU": 0.0, + "TN": 525195, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "8": { + "Dice": 0.9324474164548541, + "FN": 3944, + "FP": 3976, + "IoU": 0.8734440165545453, + "TN": 463115, + "TP": 54661, + "n_pred": 58637, + "n_ref": 58605 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850450067332908, + "FN": 1003, + "FP": 263, + "IoU": 0.9705307262569832, + "TN": 657968, + "TP": 41694, + "n_pred": 41957, + "n_ref": 42697 + }, + "10": { + "Dice": 0.0, + "FN": 160, + "FP": 0, + "IoU": 0.0, + "TN": 700768, + "TP": 0, + "n_pred": 0, + "n_ref": 160 + }, + "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": 92856, + "IoU": 0.0, + "TN": 608072, + "TP": 0, + "n_pred": 92856, + "n_ref": 0 + }, + "3": { + "Dice": 0.0016658733936220848, + "FN": 100680, + "FP": 0, + "IoU": 0.0008336310587114446, + "TN": 600164, + "TP": 84, + "n_pred": 84, + "n_ref": 100764 + }, + "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": 0.8786008230452675, + "FN": 206, + "FP": 30, + "IoU": 0.7834862385321101, + "TN": 699838, + "TP": 854, + "n_pred": 884, + "n_ref": 1060 + }, + "7": { + "Dice": 0.9933338292800471, + "FN": 1434, + "FP": 627, + "IoU": 0.9867559456871678, + "TN": 545311, + "TP": 153556, + "n_pred": 154183, + "n_ref": 154990 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597120969555841, + "FN": 1947, + "FP": 1098, + "IoU": 0.9225447053137639, + "TN": 311151, + "TP": 36268, + "n_pred": 37366, + "n_ref": 38215 + }, + "10": { + "Dice": 0.647932131495228, + "FN": 663, + "FP": 1, + "IoU": 0.4792156862745098, + "TN": 349189, + "TP": 611, + "n_pred": 612, + "n_ref": 1274 + }, + "11": { + "Dice": 0.19591836734693877, + "FN": 157, + "FP": 40, + "IoU": 0.1085972850678733, + "TN": 350243, + "TP": 24, + "n_pred": 64, + "n_ref": 181 + }, + "12": { + "Dice": 0.24324324324324326, + "FN": 222, + "FP": 2, + "IoU": 0.13846153846153847, + "TN": 350204, + "TP": 36, + "n_pred": 38, + "n_ref": 258 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 542, + "IoU": 0.0, + "TN": 349922, + "TP": 0, + "n_pred": 542, + "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": 0.8924731182795699, + "FN": 36, + "FP": 184, + "IoU": 0.8058252427184466, + "TN": 349331, + "TP": 913, + "n_pred": 1097, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4502355712603062, + "FN": 3688, + "FP": 46, + "IoU": 0.29051871556146686, + "TN": 345201, + "TP": 1529, + "n_pred": 1575, + "n_ref": 5217 + }, + "6": { + "Dice": 0.9355644111110023, + "FN": 4257, + "FP": 2324, + "IoU": 0.8789300366098203, + "TN": 296107, + "TP": 47776, + "n_pred": 50100, + "n_ref": 52033 + }, + "7": { + "Dice": 0.9423097101844662, + "FN": 2268, + "FP": 481, + "IoU": 0.8909126984126984, + "TN": 325264, + "TP": 22451, + "n_pred": 22932, + "n_ref": 24719 + }, + "8": { + "Dice": 0.9247431145831022, + "FN": 2384, + "FP": 1007, + "IoU": 0.8600206398348813, + "TN": 326239, + "TP": 20834, + "n_pred": 21841, + "n_ref": 23218 + }, + "9": { + "Dice": 0.7850806451612903, + "FN": 6538, + "FP": 3056, + "IoU": 0.6461998008629273, + "TN": 323347, + "TP": 17523, + "n_pred": 20579, + "n_ref": 24061 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9901441150894493, + "FN": 3627, + "FP": 2210, + "IoU": 0.9804806110301101, + "TN": 1803748, + "TP": 293199, + "n_pred": 295409, + "n_ref": 296826 + }, + "10": { + "Dice": 0.8131539611360239, + "FN": 371, + "FP": 1129, + "IoU": 0.6851385390428212, + "TN": 2098020, + "TP": 3264, + "n_pred": 4393, + "n_ref": 3635 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 2102734, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "12": { + "Dice": 0.5376462491397109, + "FN": 5657, + "FP": 1061, + "IoU": 0.3676581325301205, + "TN": 2092160, + "TP": 3906, + "n_pred": 4967, + "n_ref": 9563 + }, + "13": { + "Dice": 0.9004399511386094, + "FN": 6891, + "FP": 3134, + "IoU": 0.8189093011073177, + "TN": 2047425, + "TP": 45334, + "n_pred": 48468, + "n_ref": 52225 + }, + "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": 0.183585313174946, + "FN": 107, + "FP": 649, + "IoU": 0.10107015457788347, + "TN": 2101943, + "TP": 85, + "n_pred": 734, + "n_ref": 192 + }, + "3": { + "Dice": 0.9644998850790865, + "FN": 1096, + "FP": 603, + "IoU": 0.9314338754590581, + "TN": 2078005, + "TP": 23080, + "n_pred": 23683, + "n_ref": 24176 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20379, + "IoU": 0.0, + "TN": 2082405, + "TP": 0, + "n_pred": 20379, + "n_ref": 0 + }, + "5": { + "Dice": 0.6863878057426445, + "FN": 17376, + "FP": 318, + "IoU": 0.5225193620638476, + "TN": 2065727, + "TP": 19363, + "n_pred": 19681, + "n_ref": 36739 + }, + "6": { + "Dice": 0.9857825463756038, + "FN": 7105, + "FP": 5502, + "IoU": 0.9719636975806542, + "TN": 1653117, + "TP": 437060, + "n_pred": 442562, + "n_ref": 444165 + }, + "7": { + "Dice": 0.7143870654568537, + "FN": 48303, + "FP": 5240, + "IoU": 0.5556781876270694, + "TN": 1982279, + "TP": 66962, + "n_pred": 72202, + "n_ref": 115265 + }, + "8": { + "Dice": 0.9622596836821669, + "FN": 1274, + "FP": 320, + "IoU": 0.9272644307551905, + "TN": 2080869, + "TP": 20321, + "n_pred": 20641, + "n_ref": 21595 + }, + "9": { + "Dice": 0.9222212823549315, + "FN": 2186, + "FP": 1492, + "IoU": 0.8556684848722678, + "TN": 2077301, + "TP": 21805, + "n_pred": 23297, + "n_ref": 23991 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782639102582035, + "FN": 979, + "FP": 575, + "IoU": 0.957452633884569, + "TN": 839636, + "TP": 34970, + "n_pred": 35545, + "n_ref": 35949 + }, + "10": { + "Dice": 0.12467755803955288, + "FN": 2009, + "FP": 27, + "IoU": 0.06648326455754242, + "TN": 873979, + "TP": 145, + "n_pred": 172, + "n_ref": 2154 + }, + "11": { + "Dice": 0.726743127616967, + "FN": 1186, + "FP": 315, + "IoU": 0.5707749499571061, + "TN": 872663, + "TP": 1996, + "n_pred": 2311, + "n_ref": 3182 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7789836697433817, + "FN": 275, + "FP": 1904, + "IoU": 0.6379797308523011, + "TN": 870141, + "TP": 3840, + "n_pred": 5744, + "n_ref": 4115 + }, + "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": 0.9495585468229845, + "FN": 352, + "FP": 1042, + "IoU": 0.903961419221495, + "TN": 861645, + "TP": 13121, + "n_pred": 14163, + "n_ref": 13473 + }, + "3": { + "Dice": 0.9409942697847298, + "FN": 1386, + "FP": 138, + "IoU": 0.8885639075753144, + "TN": 862484, + "TP": 12152, + "n_pred": 12290, + "n_ref": 13538 + }, + "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": 0.9272265015355183, + "FN": 1395, + "FP": 4387, + "IoU": 0.864326442499472, + "TN": 833543, + "TP": 36835, + "n_pred": 41222, + "n_ref": 38230 + }, + "7": { + "Dice": 0.9784886801587331, + "FN": 1719, + "FP": 3924, + "IoU": 0.9578833451505766, + "TN": 742175, + "TP": 128342, + "n_pred": 132266, + "n_ref": 130061 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 876020, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "9": { + "Dice": 0.9468457737259851, + "FN": 4049, + "FP": 458, + "IoU": 0.8990570897444512, + "TN": 831511, + "TP": 40142, + "n_pred": 40600, + "n_ref": 44191 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.5449923630809513, + "FN": 39731, + "FP": 1975, + "IoU": 0.374563232008158, + "TN": 634245, + "TP": 24977, + "n_pred": 26952, + "n_ref": 64708 + }, + "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": 0.38164738627468037, + "FN": 67320, + "FP": 3772, + "IoU": 0.23582461760058476, + "TN": 607897, + "TP": 21939, + "n_pred": 25711, + "n_ref": 89259 + }, + "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": 29620, + "IoU": 0.0, + "TN": 671308, + "TP": 0, + "n_pred": 29620, + "n_ref": 0 + }, + "3": { + "Dice": 0.1844552281291512, + "FN": 30077, + "FP": 6, + "IoU": 0.1015977303270121, + "TN": 667443, + "TP": 3402, + "n_pred": 3408, + "n_ref": 33479 + }, + "4": { + "Dice": 0.004099560761346999, + "FN": 192, + "FP": 6610, + "IoU": 0.0020539906103286387, + "TN": 694112, + "TP": 14, + "n_pred": 6624, + "n_ref": 206 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7769904126719467, + "FN": 843, + "FP": 227, + "IoU": 0.6353101567825494, + "TN": 697994, + "TP": 1864, + "n_pred": 2091, + "n_ref": 2707 + }, + "7": { + "Dice": 0.29218250664661494, + "FN": 488, + "FP": 25869, + "IoU": 0.17108532251470265, + "TN": 669131, + "TP": 5440, + "n_pred": 31309, + "n_ref": 5928 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9271065634701998, + "FN": 7, + "FP": 1660, + "IoU": 0.8641180306488425, + "TN": 688660, + "TP": 10601, + "n_pred": 12261, + "n_ref": 10608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7319415228776648, + "FN": 41329, + "FP": 14614, + "IoU": 0.5772143288996372, + "TN": 1970464, + "TP": 76377, + "n_pred": 90991, + "n_ref": 117706 + }, + "10": { + "Dice": 0.5109839207076412, + "FN": 29146, + "FP": 9387, + "IoU": 0.34316884002386433, + "TN": 2044119, + "TP": 20132, + "n_pred": 29519, + "n_ref": 49278 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 2102481, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "12": { + "Dice": 0.46434923201293454, + "FN": 1357, + "FP": 1956, + "IoU": 0.3023794483049063, + "TN": 2098035, + "TP": 1436, + "n_pred": 3392, + "n_ref": 2793 + }, + "13": { + "Dice": 0.40898081580869633, + "FN": 7377, + "FP": 7996, + "IoU": 0.2570558670017398, + "TN": 2082092, + "TP": 5319, + "n_pred": 13315, + "n_ref": 12696 + }, + "14": { + "Dice": 0.0, + "FN": 18979, + "FP": 12601, + "IoU": 0.0, + "TN": 2071204, + "TP": 0, + "n_pred": 12601, + "n_ref": 18979 + }, + "15": { + "Dice": 0.0, + "FN": 2195, + "FP": 24164, + "IoU": 0.0, + "TN": 2076425, + "TP": 0, + "n_pred": 24164, + "n_ref": 2195 + }, + "2": { + "Dice": 0.2670015655375299, + "FN": 30844, + "FP": 11763, + "IoU": 0.15406913256695853, + "TN": 2052417, + "TP": 7760, + "n_pred": 19523, + "n_ref": 38604 + }, + "3": { + "Dice": 0.546321668101986, + "FN": 10733, + "FP": 128343, + "IoU": 0.3758201908318149, + "TN": 1879970, + "TP": 83738, + "n_pred": 212081, + "n_ref": 94471 + }, + "4": { + "Dice": 0.1789848103905734, + "FN": 70857, + "FP": 4, + "IoU": 0.09828847744480498, + "TN": 2024199, + "TP": 7724, + "n_pred": 7728, + "n_ref": 78581 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5131203876730117, + "FN": 367981, + "FP": 953, + "IoU": 0.3450988119138784, + "TN": 1539441, + "TP": 194409, + "n_pred": 195362, + "n_ref": 562390 + }, + "7": { + "Dice": 0.22817319937738786, + "FN": 15461, + "FP": 6357, + "IoU": 0.1287785009783173, + "TN": 2077741, + "TP": 3225, + "n_pred": 9582, + "n_ref": 18686 + }, + "8": { + "Dice": 0.9434539888348641, + "FN": 556, + "FP": 72, + "IoU": 0.8929606272370888, + "TN": 2096917, + "TP": 5239, + "n_pred": 5311, + "n_ref": 5795 + }, + "9": { + "Dice": 0.0, + "FN": 909, + "FP": 9, + "IoU": 0.0, + "TN": 2101866, + "TP": 0, + "n_pred": 9, + "n_ref": 909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8770099524732144, + "FN": 13316, + "FP": 60954, + "IoU": 0.7809596838410947, + "TN": 2815106, + "TP": 264800, + "n_pred": 325754, + "n_ref": 278116 + }, + "10": { + "Dice": 0.8803967657773362, + "FN": 8355, + "FP": 6452, + "IoU": 0.786347108392012, + "TN": 3084872, + "TP": 54497, + "n_pred": 60949, + "n_ref": 62852 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 3154120, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6622888547644064, + "FN": 11024, + "FP": 5690, + "IoU": 0.4950910793583663, + "TN": 3121073, + "TP": 16389, + "n_pred": 22079, + "n_ref": 27413 + }, + "14": { + "Dice": 0.8167589628021381, + "FN": 6153, + "FP": 7182, + "IoU": 0.690272680819436, + "TN": 3111122, + "TP": 29719, + "n_pred": 36901, + "n_ref": 35872 + }, + "15": { + "Dice": 0.0, + "FN": 2930, + "FP": 40264, + "IoU": 0.0, + "TN": 3110982, + "TP": 0, + "n_pred": 40264, + "n_ref": 2930 + }, + "2": { + "Dice": 0.9409479921000659, + "FN": 1030, + "FP": 764, + "IoU": 0.88848138248275, + "TN": 3138089, + "TP": 14293, + "n_pred": 15057, + "n_ref": 15323 + }, + "3": { + "Dice": 0.4526600541027953, + "FN": 268, + "FP": 3374, + "IoU": 0.2925407925407925, + "TN": 3149028, + "TP": 1506, + "n_pred": 4880, + "n_ref": 1774 + }, + "4": { + "Dice": 0.0, + "FN": 4750, + "FP": 119, + "IoU": 0.0, + "TN": 3149307, + "TP": 0, + "n_pred": 119, + "n_ref": 4750 + }, + "5": { + "Dice": 0.4238095238095238, + "FN": 14300, + "FP": 462, + "IoU": 0.2688821752265861, + "TN": 3133985, + "TP": 5429, + "n_pred": 5891, + "n_ref": 19729 + }, + "6": { + "Dice": 0.5499945518893623, + "FN": 94116, + "FP": 541892, + "IoU": 0.379305162339912, + "TN": 2129505, + "TP": 388663, + "n_pred": 930555, + "n_ref": 482779 + }, + "7": { + "Dice": 0.6522454188422859, + "FN": 27727, + "FP": 49663, + "IoU": 0.4839496952642599, + "TN": 3004210, + "TP": 72576, + "n_pred": 122239, + "n_ref": 100303 + }, + "8": { + "Dice": 0.9698666314538492, + "FN": 973, + "FP": 168, + "IoU": 0.9414961800748602, + "TN": 3134673, + "TP": 18362, + "n_pred": 18530, + "n_ref": 19335 + }, + "9": { + "Dice": 0.8590779889856103, + "FN": 4178, + "FP": 2168, + "IoU": 0.7529681965043403, + "TN": 3128487, + "TP": 19343, + "n_pred": 21511, + "n_ref": 23521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8013172338090011, + "FN": 5, + "FP": 900, + "IoU": 0.6684981684981685, + "TN": 172502, + "TP": 1825, + "n_pred": 2725, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 682, + "IoU": 0.0, + "TN": 174550, + "TP": 0, + "n_pred": 682, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7708056367987237, + "FN": 1215, + "FP": 509, + "IoU": 0.627081981397361, + "TN": 170609, + "TP": 2899, + "n_pred": 3408, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9327578013622684, + "FN": 1598, + "FP": 100, + "IoU": 0.8739888682745826, + "TN": 161757, + "TP": 11777, + "n_pred": 11877, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9582989725187777, + "FN": 476, + "FP": 1395, + "IoU": 0.9199366682356969, + "TN": 151863, + "TP": 21498, + "n_pred": 22893, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 431, + "IoU": 0.0, + "TN": 525265, + "TP": 0, + "n_pred": 431, + "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": 0.3338088445078459, + "FN": 6424, + "FP": 114, + "IoU": 0.20034246575342465, + "TN": 517520, + "TP": 1638, + "n_pred": 1752, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8687338861403386, + "FN": 7427, + "FP": 1992, + "IoU": 0.7679306181782344, + "TN": 485109, + "TP": 31168, + "n_pred": 33160, + "n_ref": 38595 + }, + "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": 0.7950572290871818, + "FN": 98, + "FP": 3501, + "IoU": 0.6598298676748582, + "TN": 515116, + "TP": 6981, + "n_pred": 10482, + "n_ref": 7079 + }, + "7": { + "Dice": 0.9377686773157157, + "FN": 9591, + "FP": 1411, + "IoU": 0.8828290573713751, + "TN": 431799, + "TP": 82895, + "n_pred": 84306, + "n_ref": 92486 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 2089, + "IoU": 0.0, + "TN": 698839, + "TP": 0, + "n_pred": 2089, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.7352157654033277, + "FN": 2842, + "FP": 60671, + "IoU": 0.5812973828202255, + "TN": 549238, + "TP": 88177, + "n_pred": 148848, + "n_ref": 91019 + }, + "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": 217, + "IoU": 0.0, + "TN": 700711, + "TP": 0, + "n_pred": 217, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0383.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": 0.012671251421454486, + "FN": 10412, + "FP": 7821, + "IoU": 0.006376021798365122, + "TN": 507346, + "TP": 117, + "n_pred": 7938, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29260216677800693, + "FN": 5923, + "FP": 18432, + "IoU": 0.17137316276537834, + "TN": 496304, + "TP": 5037, + "n_pred": 23469, + "n_ref": 10960 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.3582531924956645, + "FN": 79224, + "FP": 2188, + "IoU": 0.21821464239071983, + "TN": 421560, + "TP": 22724, + "n_pred": 24912, + "n_ref": 101948 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8698660903068176, + "FN": 13650, + "FP": 55591, + "IoU": 0.7697017874129409, + "TN": 225038, + "TP": 231417, + "n_pred": 287008, + "n_ref": 245067 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23928, + "IoU": 0.0, + "TN": 501768, + "TP": 0, + "n_pred": 23928, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1794871794871795, + "FN": 3, + "FP": 445, + "IoU": 0.09859154929577464, + "TN": 525199, + "TP": 49, + "n_pred": 494, + "n_ref": 52 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4634407899038776, + "FN": 79692, + "FP": 2364, + "IoU": 0.3016094575847072, + "TN": 1810059, + "TP": 35437, + "n_pred": 37801, + "n_ref": 115129 + }, + "11": { + "Dice": 0.8673736580256611, + "FN": 1906, + "FP": 120, + "IoU": 0.7658074211073864, + "TN": 1918901, + "TP": 6625, + "n_pred": 6745, + "n_ref": 8531 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7973626373626373, + "FN": 703, + "FP": 2985, + "IoU": 0.6630116959064327, + "TN": 1916608, + "TP": 7256, + "n_pred": 10241, + "n_ref": 7959 + }, + "14": { + "Dice": 0.9605928152646616, + "FN": 34404, + "FP": 1253, + "IoU": 0.9241737303453937, + "TN": 1457306, + "TP": 434589, + "n_pred": 435842, + "n_ref": 468993 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15076, + "IoU": 0.0, + "TN": 1912476, + "TP": 0, + "n_pred": 15076, + "n_ref": 0 + }, + "2": { + "Dice": 0.8659689236567459, + "FN": 34639, + "FP": 1564, + "IoU": 0.7636200997675573, + "TN": 1774396, + "TP": 116953, + "n_pred": 118517, + "n_ref": 151592 + }, + "3": { + "Dice": 0.8828567552493933, + "FN": 8258, + "FP": 30599, + "IoU": 0.7902807087612869, + "TN": 1742271, + "TP": 146424, + "n_pred": 177023, + "n_ref": 154682 + }, + "4": { + "Dice": 0.9568698774121926, + "FN": 5160, + "FP": 2144, + "IoU": 0.9173063424133324, + "TN": 1839226, + "TP": 81022, + "n_pred": 83166, + "n_ref": 86182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508610995287012, + "FN": 3035, + "FP": 4743, + "IoU": 0.9063252721842181, + "TN": 1844520, + "TP": 75254, + "n_pred": 79997, + "n_ref": 78289 + }, + "7": { + "Dice": 0.49933614495470163, + "FN": 9544, + "FP": 16098, + "IoU": 0.3327435010018476, + "TN": 1889123, + "TP": 12787, + "n_pred": 28885, + "n_ref": 22331 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9377756339581036, + "FN": 1027, + "FP": 779, + "IoU": 0.88284138825819, + "TN": 1912137, + "TP": 13609, + "n_pred": 14388, + "n_ref": 14636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5589560522246081, + "FN": 3924.195555555555, + "FP": 4670.508888888889, + "IoU": 0.48192107802530676, + "TN": 851485.7222222221, + "TP": 16079.573333333334, + "n_pred": 20750.082222222223, + "n_ref": 20003.768888888884 + }, + "mean": { + "1": { + "Dice": 0.5542108266911003, + "FN": 3087.866666666667, + "FP": 5212.166666666667, + "IoU": 0.49930485806531294, + "TN": 844459.6666666666, + "TP": 23400.3, + "n_pred": 28612.466666666667, + "n_ref": 26488.166666666668 + }, + "10": { + "Dice": 0.4960208064187658, + "FN": 1728.5333333333333, + "FP": 3569.7, + "IoU": 0.41493120979184306, + "TN": 864095.7, + "TP": 6766.066666666667, + "n_pred": 10335.766666666666, + "n_ref": 8494.6 + }, + "11": { + "Dice": 0.5495153878277198, + "FN": 131.5, + "FP": 104.56666666666666, + "IoU": 0.4374470526387225, + "TN": 875509.8333333334, + "TP": 414.1, + "n_pred": 518.6666666666666, + "n_ref": 545.6 + }, + "12": { + "Dice": 0.35556521985195744, + "FN": 179.6, + "FP": 219.06666666666666, + "IoU": 0.270610399414198, + "TN": 875451.9, + "TP": 309.43333333333334, + "n_pred": 528.5, + "n_ref": 489.03333333333336 + }, + "13": { + "Dice": 0.5436822549963669, + "FN": 2982.6, + "FP": 2415.5, + "IoU": 0.43391812592052775, + "TN": 865168.9, + "TP": 5593.0, + "n_pred": 8008.5, + "n_ref": 8575.6 + }, + "14": { + "Dice": 0.43450534816139064, + "FN": 2929.133333333333, + "FP": 5668.966666666666, + "IoU": 0.3578728348535657, + "TN": 858883.0666666667, + "TP": 8678.833333333334, + "n_pred": 14347.8, + "n_ref": 11607.966666666667 + }, + "15": { + "Dice": 0.3358522736743768, + "FN": 5980.1, + "FP": 8480.0, + "IoU": 0.2715635749621763, + "TN": 851572.7333333333, + "TP": 10127.166666666666, + "n_pred": 18607.166666666668, + "n_ref": 16107.266666666666 + }, + "2": { + "Dice": 0.7438137939733914, + "FN": 3237.0, + "FP": 652.2, + "IoU": 0.676420194637114, + "TN": 855047.9666666667, + "TP": 17222.833333333332, + "n_pred": 17875.033333333333, + "n_ref": 20459.833333333332 + }, + "3": { + "Dice": 0.5313679676419278, + "FN": 781.3666666666667, + "FP": 2767.0333333333333, + "IoU": 0.49158029893264504, + "TN": 859261.7666666667, + "TP": 13349.833333333334, + "n_pred": 16116.866666666667, + "n_ref": 14131.2 + }, + "4": { + "Dice": 0.4266128735761481, + "FN": 1262.2, + "FP": 2382.733333333333, + "IoU": 0.3561138576453851, + "TN": 869613.4, + "TP": 2901.6666666666665, + "n_pred": 5284.4, + "n_ref": 4163.866666666667 + }, + "5": { + "Dice": 0.4208007716800768, + "FN": 411.9, + "FP": 402.3, + "IoU": 0.32523949886090137, + "TN": 874580.7, + "TP": 765.1, + "n_pred": 1167.4, + "n_ref": 1177.0 + }, + "6": { + "Dice": 0.8036786071559399, + "FN": 29044.066666666666, + "FP": 12620.533333333333, + "IoU": 0.7252710304766687, + "TN": 736188.8333333334, + "TP": 98306.56666666667, + "n_pred": 110927.1, + "n_ref": 127350.63333333333 + }, + "7": { + "Dice": 0.4998810656117192, + "FN": 4253.133333333333, + "FP": 23757.833333333332, + "IoU": 0.4450168525550558, + "TN": 812605.0, + "TP": 35544.03333333333, + "n_pred": 59301.86666666667, + "n_ref": 39797.166666666664 + }, + "8": { + "Dice": 0.9078693525303118, + "FN": 908.8, + "FP": 837.5333333333333, + "IoU": 0.8420520272486588, + "TN": 862746.7666666667, + "TP": 11666.9, + "n_pred": 12504.433333333332, + "n_ref": 12575.7 + }, + "9": { + "Dice": 0.7809642335779274, + "FN": 1945.1333333333334, + "FP": 967.5, + "IoU": 0.6814743543768276, + "TN": 867099.6, + "TP": 6147.766666666666, + "n_pred": 7115.266666666666, + "n_ref": 8092.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9304820188406794, + "FN": 318, + "FP": 693, + "IoU": 0.87000128584287, + "TN": 167455, + "TP": 6766, + "n_pred": 7459, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9298970456306946, + "FN": 5803, + "FP": 5684, + "IoU": 0.8689790471410811, + "TN": 87559, + "TP": 76186, + "n_pred": 81870, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805009744615977, + "FN": 4891, + "FP": 1082, + "IoU": 0.9617478289827599, + "TN": 1420940, + "TP": 150175, + "n_pred": 151257, + "n_ref": 155066 + }, + "10": { + "Dice": 0.002940209965582248, + "FN": 14723, + "FP": 42926, + "IoU": 0.0014722693733328714, + "TN": 1519354, + "TP": 85, + "n_pred": 43011, + "n_ref": 14808 + }, + "11": { + "Dice": 0.44271412680756395, + "FN": 481, + "FP": 20, + "IoU": 0.2842857142857143, + "TN": 1576388, + "TP": 199, + "n_pred": 219, + "n_ref": 680 + }, + "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": 18317, + "IoU": 0.0, + "TN": 1558771, + "TP": 0, + "n_pred": 18317, + "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": 0.9713938139463101, + "FN": 1797, + "FP": 1354, + "IoU": 0.9443787400045895, + "TN": 1520437, + "TP": 53500, + "n_pred": 54854, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 779, + "IoU": 0.0, + "TN": 1576309, + "TP": 0, + "n_pred": 779, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 764, + "FP": 952, + "IoU": 0.0, + "TN": 1575372, + "TP": 0, + "n_pred": 952, + "n_ref": 764 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9275376860052793, + "FN": 70875, + "FP": 15790, + "IoU": 0.8648673933822211, + "TN": 935755, + "TP": 554668, + "n_pred": 570458, + "n_ref": 625543 + }, + "7": { + "Dice": 0.01974169741697417, + "FN": 539, + "FP": 10087, + "IoU": 0.009969253703531165, + "TN": 1566355, + "TP": 107, + "n_pred": 10194, + "n_ref": 646 + }, + "8": { + "Dice": 0.8725862551473234, + "FN": 2573, + "FP": 614, + "IoU": 0.7739716312056738, + "TN": 1562988, + "TP": 10913, + "n_pred": 11527, + "n_ref": 13486 + }, + "9": { + "Dice": 0.4291948833709556, + "FN": 23162, + "FP": 10975, + "IoU": 0.27323242000383213, + "TN": 1530117, + "TP": 12834, + "n_pred": 23809, + "n_ref": 35996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8105752389358563, + "FN": 3656, + "FP": 10079, + "IoU": 0.6814850888177728, + "TN": 657806, + "TP": 29387, + "n_pred": 39466, + "n_ref": 33043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.4886097771210442, + "FN": 3230, + "FP": 923, + "IoU": 0.3232849926674271, + "TN": 694791, + "TP": 1984, + "n_pred": 2907, + "n_ref": 5214 + }, + "14": { + "Dice": 0.9296235286591606, + "FN": 12998, + "FP": 4604, + "IoU": 0.8685014605138319, + "TN": 567071, + "TP": 116255, + "n_pred": 120859, + "n_ref": 129253 + }, + "15": { + "Dice": 0.8493806022761607, + "FN": 6245, + "FP": 23665, + "IoU": 0.7381942316950414, + "TN": 586683, + "TP": 84335, + "n_pred": 108000, + "n_ref": 90580 + }, + "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": 0.9074467766565859, + "FN": 2488, + "FP": 603, + "IoU": 0.8305744354308265, + "TN": 682684, + "TP": 15153, + "n_pred": 15756, + "n_ref": 17641 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": 0.9286687869150386, + "FN": 1322, + "FP": 405, + "IoU": 0.8668363019508057, + "TN": 687959, + "TP": 11242, + "n_pred": 11647, + "n_ref": 12564 + }, + "9": { + "Dice": 0.9112128146453089, + "FN": 518, + "FP": 258, + "IoU": 0.8369062631357713, + "TN": 696170, + "TP": 3982, + "n_pred": 4240, + "n_ref": 4500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 818, + "FP": 367, + "IoU": 0.0, + "TN": 524511, + "TP": 0, + "n_pred": 367, + "n_ref": 818 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8712164806076649, + "FN": 1111, + "FP": 1127, + "IoU": 0.7718189233278956, + "TN": 515888, + "TP": 7570, + "n_pred": 8697, + "n_ref": 8681 + }, + "14": { + "Dice": 0.9281212023008993, + "FN": 1813, + "FP": 7059, + "IoU": 0.8658826019258968, + "TN": 459545, + "TP": 57279, + "n_pred": 64338, + "n_ref": 59092 + }, + "15": { + "Dice": 0.8188936600151553, + "FN": 14114, + "FP": 226, + "IoU": 0.693327630453379, + "TN": 478936, + "TP": 32420, + "n_pred": 32646, + "n_ref": 46534 + }, + "2": { + "Dice": 0.9506134235841595, + "FN": 6777, + "FP": 3963, + "IoU": 0.9058753417934516, + "TN": 411592, + "TP": 103364, + "n_pred": 107327, + "n_ref": 110141 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 82, + "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": 0.8913018096906012, + "FN": 415, + "FP": 516, + "IoU": 0.8039174389216512, + "TN": 520948, + "TP": 3817, + "n_pred": 4333, + "n_ref": 4232 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5294, + "IoU": 0.0, + "TN": 520402, + "TP": 0, + "n_pred": 5294, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": 0.788249793739878, + "FN": 5119, + "FP": 15670, + "IoU": 0.6505051863557655, + "TN": 991909, + "TP": 38694, + "n_pred": 54364, + "n_ref": 43813 + }, + "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": 0.7755180929882959, + "FN": 8602, + "FP": 1851, + "IoU": 0.6333438563260725, + "TN": 1022883, + "TP": 18056, + "n_pred": 19907, + "n_ref": 26658 + }, + "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": 0.6666666666666666, + "FN": 1, + "FP": 0, + "IoU": 0.5, + "TN": 1051390, + "TP": 1, + "n_pred": 1, + "n_ref": 2 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 1051214, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1563, + "IoU": 0.0, + "TN": 1049829, + "TP": 0, + "n_pred": 1563, + "n_ref": 0 + }, + "5": { + "Dice": 0.7922013387506942, + "FN": 2967, + "FP": 4142, + "IoU": 0.6559051306873185, + "TN": 1030732, + "TP": 13551, + "n_pred": 17693, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9430657675418186, + "FN": 3975, + "FP": 2754, + "IoU": 0.8922653260538913, + "TN": 988933, + "TP": 55730, + "n_pred": 58484, + "n_ref": 59705 + }, + "7": { + "Dice": 0.7832652871856732, + "FN": 32074, + "FP": 5298, + "IoU": 0.6437436845818002, + "TN": 946490, + "TP": 67530, + "n_pred": 72828, + "n_ref": 99604 + }, + "8": { + "Dice": 0.9128395980647562, + "FN": 847, + "FP": 3837, + "IoU": 0.8396549363275366, + "TN": 1022180, + "TP": 24528, + "n_pred": 28365, + "n_ref": 25375 + }, + "9": { + "Dice": 0.8464543008419408, + "FN": 2526, + "FP": 2781, + "IoU": 0.7337848006019564, + "TN": 1031457, + "TP": 14628, + "n_pred": 17409, + "n_ref": 17154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8293460925039873, + "FN": 135, + "FP": 293, + "IoU": 0.7084468664850136, + "TN": 699460, + "TP": 1040, + "n_pred": 1333, + "n_ref": 1175 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 700876, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "12": { + "Dice": 0.046726276319584654, + "FN": 653, + "FP": 2652, + "IoU": 0.023922031896042528, + "TN": 697542, + "TP": 81, + "n_pred": 2733, + "n_ref": 734 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 831, + "IoU": 0.0, + "TN": 700097, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "14": { + "Dice": 0.7212713936430318, + "FN": 153, + "FP": 75, + "IoU": 0.5640535372848948, + "TN": 700405, + "TP": 295, + "n_pred": 370, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7678201641675607, + "FN": 36362, + "FP": 862, + "IoU": 0.6231396926316642, + "TN": 602154, + "TP": 61550, + "n_pred": 62412, + "n_ref": 97912 + }, + "3": { + "Dice": 0.03789822093504344, + "FN": 403, + "FP": 11224, + "IoU": 0.01931511470985155, + "TN": 689072, + "TP": 229, + "n_pred": 11453, + "n_ref": 632 + }, + "4": { + "Dice": 0.4876712328767123, + "FN": 71, + "FP": 116, + "IoU": 0.322463768115942, + "TN": 700652, + "TP": 89, + "n_pred": 205, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9480074112599142, + "FN": 3717, + "FP": 15477, + "IoU": 0.9011540778963957, + "TN": 506747, + "TP": 174987, + "n_pred": 190464, + "n_ref": 178704 + }, + "7": { + "Dice": 0.4813953488372093, + "FN": 1, + "FP": 445, + "IoU": 0.3169984686064318, + "TN": 700275, + "TP": 207, + "n_pred": 652, + "n_ref": 208 + }, + "8": { + "Dice": 0.9115181620614716, + "FN": 1096, + "FP": 2039, + "IoU": 0.8374215630347975, + "TN": 681645, + "TP": 16148, + "n_pred": 18187, + "n_ref": 17244 + }, + "9": { + "Dice": 0.7647431832593532, + "FN": 2464, + "FP": 133, + "IoU": 0.6190965092402464, + "TN": 694110, + "TP": 4221, + "n_pred": 4354, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8435744602958506, + "FN": 13074, + "FP": 599, + "IoU": 0.7294671652717596, + "TN": 299923, + "TP": 36868, + "n_pred": 37467, + "n_ref": 49942 + }, + "10": { + "Dice": 0.0, + "FN": 697, + "FP": 0, + "IoU": 0.0, + "TN": 349767, + "TP": 0, + "n_pred": 0, + "n_ref": 697 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 926, + "IoU": 0.0, + "TN": 349538, + "TP": 0, + "n_pred": 926, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.0, + "FN": 577, + "FP": 425, + "IoU": 0.0, + "TN": 349462, + "TP": 0, + "n_pred": 425, + "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": 0.5115718418514947, + "FN": 9684, + "FP": 446, + "IoU": 0.343699384515711, + "TN": 335029, + "TP": 5305, + "n_pred": 5751, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 350340, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "8": { + "Dice": 0.9358232650754783, + "FN": 1016, + "FP": 1369, + "IoU": 0.8793870739354708, + "TN": 330690, + "TP": 17389, + "n_pred": 18758, + "n_ref": 18405 + }, + "9": { + "Dice": 0.7164767747589833, + "FN": 746, + "FP": 548, + "IoU": 0.5582109935131444, + "TN": 347535, + "TP": 1635, + "n_pred": 2183, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8186199369100309, + "FN": 61516, + "FP": 14095, + "IoU": 0.6929352902476466, + "TN": 805154, + "TP": 170627, + "n_pred": 184722, + "n_ref": 232143 + }, + "10": { + "Dice": 0.7886418430216984, + "FN": 940, + "FP": 1427, + "IoU": 0.6510393631136665, + "TN": 1044609, + "TP": 4416, + "n_pred": 5843, + "n_ref": 5356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.05504587155963303, + "FN": 309, + "FP": 0, + "IoU": 0.02830188679245283, + "TN": 1051074, + "TP": 9, + "n_pred": 9, + "n_ref": 318 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.853404215631412, + "FN": 2844, + "FP": 12874, + "IoU": 0.74429387170769, + "TN": 989923, + "TP": 45751, + "n_pred": 58625, + "n_ref": 48595 + }, + "15": { + "Dice": 0.21073344123901108, + "FN": 12168, + "FP": 12701, + "IoU": 0.11777643761751037, + "TN": 1023203, + "TP": 3320, + "n_pred": 16021, + "n_ref": 15488 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9458871121350373, + "FN": 6110, + "FP": 5822, + "IoU": 0.8973299947511982, + "TN": 935175, + "TP": 104285, + "n_pred": 110107, + "n_ref": 110395 + }, + "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": 0.46234460445569797, + "FN": 13927, + "FP": 16650, + "IoU": 0.3006815478913183, + "TN": 1007668, + "TP": 13147, + "n_pred": 29797, + "n_ref": 27074 + }, + "7": { + "Dice": 0.9418128611755664, + "FN": 513, + "FP": 3424, + "IoU": 0.8900248610296377, + "TN": 1015593, + "TP": 31862, + "n_pred": 35286, + "n_ref": 32375 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1140, + "IoU": 0.0, + "TN": 174092, + "TP": 0, + "n_pred": 1140, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.21973094170403587, + "FN": 11, + "FP": 337, + "IoU": 0.12342569269521411, + "TN": 174835, + "TP": 49, + "n_pred": 386, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.936856515087025, + "FN": 3332, + "FP": 2157, + "IoU": 0.8812136163950746, + "TN": 129023, + "TP": 40720, + "n_pred": 42877, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2039, + "IoU": 0.0, + "TN": 173193, + "TP": 0, + "n_pred": 2039, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615670150191308, + "FN": 5269, + "FP": 115, + "IoU": 0.9259788825340959, + "TN": 102496, + "TP": 67352, + "n_pred": 67467, + "n_ref": 72621 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9045983379501386, + "FN": 2887, + "FP": 1418, + "IoU": 0.8258142828241958, + "TN": 150517, + "TP": 20410, + "n_pred": 21828, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9220185670078552, + "FN": 7535, + "FP": 2293, + "IoU": 0.8553195247979508, + "TN": 107303, + "TP": 58101, + "n_pred": 60394, + "n_ref": 65636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 175064, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8295474940686196, + "FN": 3366, + "FP": 65963, + "IoU": 0.7087408415675204, + "TN": 1339056, + "TP": 168703, + "n_pred": 234666, + "n_ref": 172069 + }, + "10": { + "Dice": 0.6058737151248165, + "FN": 192, + "FP": 2492, + "IoU": 0.43459026753739205, + "TN": 1572341, + "TP": 2063, + "n_pred": 4555, + "n_ref": 2255 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7453748115663972, + "FN": 1852, + "FP": 1864, + "IoU": 0.5941015838339705, + "TN": 1567933, + "TP": 5439, + "n_pred": 7303, + "n_ref": 7291 + }, + "13": { + "Dice": 0.8848920863309353, + "FN": 7463, + "FP": 1881, + "IoU": 0.7935483870967742, + "TN": 1531828, + "TP": 35916, + "n_pred": 37797, + "n_ref": 43379 + }, + "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": 0.9649886877828054, + "FN": 460, + "FP": 2016, + "IoU": 0.9323460298376961, + "TN": 1540490, + "TP": 34122, + "n_pred": 36138, + "n_ref": 34582 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.44672200575978316, + "FN": 5588, + "FP": 944, + "IoU": 0.28759952012215073, + "TN": 1567919, + "TP": 2637, + "n_pred": 3581, + "n_ref": 8225 + }, + "6": { + "Dice": 0.6811097018038188, + "FN": 72979, + "FP": 1943, + "IoU": 0.5164263492842114, + "TN": 1422154, + "TP": 80012, + "n_pred": 81955, + "n_ref": 152991 + }, + "7": { + "Dice": 0.7892992424242424, + "FN": 948, + "FP": 28422, + "IoU": 0.6519358623386782, + "TN": 1492707, + "TP": 55011, + "n_pred": 83433, + "n_ref": 55959 + }, + "8": { + "Dice": 0.827446008110572, + "FN": 5310, + "FP": 11157, + "IoU": 0.7056783856726662, + "TN": 1521139, + "TP": 39482, + "n_pred": 50639, + "n_ref": 44792 + }, + "9": { + "Dice": 0.629646403065668, + "FN": 9877, + "FP": 754, + "IoU": 0.4594773235712833, + "TN": 1557420, + "TP": 9037, + "n_pred": 9791, + "n_ref": 18914 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973671431286025, + "FN": 280, + "FP": 967, + "IoU": 0.9486936844270726, + "TN": 851855, + "TP": 23058, + "n_pred": 24025, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 513, + "IoU": 0.0, + "TN": 875647, + "TP": 0, + "n_pred": 513, + "n_ref": 0 + }, + "11": { + "Dice": 0.7311274509803921, + "FN": 1261, + "FP": 933, + "IoU": 0.5762024338419934, + "TN": 870983, + "TP": 2983, + "n_pred": 3916, + "n_ref": 4244 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8, + "FN": 4, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 876148, + "TP": 8, + "n_pred": 8, + "n_ref": 12 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18059, + "IoU": 0.0, + "TN": 858101, + "TP": 0, + "n_pred": 18059, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29074, + "IoU": 0.0, + "TN": 847086, + "TP": 0, + "n_pred": 29074, + "n_ref": 0 + }, + "2": { + "Dice": 0.7937137964035662, + "FN": 39795, + "FP": 1159, + "IoU": 0.6579813265186818, + "TN": 756418, + "TP": 78788, + "n_pred": 79947, + "n_ref": 118583 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 33480, + "IoU": 0.0, + "TN": 842680, + "TP": 0, + "n_pred": 33480, + "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": 0.9742375053991167, + "FN": 4912, + "FP": 635, + "IoU": 0.9497690844879109, + "TN": 765730, + "TP": 104883, + "n_pred": 105518, + "n_ref": 109795 + }, + "7": { + "Dice": 0.6685612333201568, + "FN": 1478, + "FP": 60568, + "IoU": 0.5021344203363718, + "TN": 751536, + "TP": 62578, + "n_pred": 123146, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8690476190476191, + "FN": 241, + "FP": 1, + "IoU": 0.7684210526315789, + "TN": 875115, + "TP": 803, + "n_pred": 804, + "n_ref": 1044 + }, + "9": { + "Dice": 0.969499492548475, + "FN": 404, + "FP": 167, + "IoU": 0.9408044785403276, + "TN": 866514, + "TP": 9075, + "n_pred": 9242, + "n_ref": 9479 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 0.7393364928909952, + "FN": 106, + "FP": 4, + "IoU": 0.5864661654135338, + "TN": 350198, + "TP": 156, + "n_pred": 160, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 350116, + "TP": 0, + "n_pred": 348, + "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": 0.9336653467771564, + "FN": 1078, + "FP": 547, + "IoU": 0.8755837990965469, + "TN": 337403, + "TP": 11436, + "n_pred": 11983, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46674, + "IoU": 0.0, + "TN": 1880878, + "TP": 0, + "n_pred": 46674, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 499, + "IoU": 0.0, + "TN": 1927048, + "TP": 0, + "n_pred": 499, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8500948766603416, + "FN": 33, + "FP": 46, + "IoU": 0.7392739273927392, + "TN": 1927249, + "TP": 224, + "n_pred": 270, + "n_ref": 257 + }, + "13": { + "Dice": 0.29035874439461884, + "FN": 17562, + "FP": 1428, + "IoU": 0.16983606557377048, + "TN": 1904677, + "TP": 3885, + "n_pred": 5313, + "n_ref": 21447 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22847, + "IoU": 0.0, + "TN": 1904705, + "TP": 0, + "n_pred": 22847, + "n_ref": 0 + }, + "15": { + "Dice": 0.009327782917052113, + "FN": 3071, + "FP": 48333, + "IoU": 0.004685745265848275, + "TN": 1875906, + "TP": 242, + "n_pred": 48575, + "n_ref": 3313 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642120241906795, + "FN": 556, + "FP": 1959, + "IoU": 0.9308971012501718, + "TN": 1891157, + "TP": 33880, + "n_pred": 35839, + "n_ref": 34436 + }, + "4": { + "Dice": 0.014537680384820952, + "FN": 17907, + "FP": 531, + "IoU": 0.007322063098955529, + "TN": 1908978, + "TP": 136, + "n_pred": 667, + "n_ref": 18043 + }, + "5": { + "Dice": 0.6234404536862004, + "FN": 1011, + "FP": 6957, + "IoU": 0.45289755561658884, + "TN": 1912988, + "TP": 6596, + "n_pred": 13553, + "n_ref": 7607 + }, + "6": { + "Dice": 0.841931988982734, + "FN": 65512, + "FP": 17358, + "IoU": 0.7270142867025289, + "TN": 1623983, + "TP": 220699, + "n_pred": 238057, + "n_ref": 286211 + }, + "7": { + "Dice": 0.7568752232215332, + "FN": 8603, + "FP": 51301, + "IoU": 0.6088489565648915, + "TN": 1774404, + "TP": 93244, + "n_pred": 144545, + "n_ref": 101847 + }, + "8": { + "Dice": 0.9726786488700429, + "FN": 332, + "FP": 802, + "IoU": 0.9468105065666041, + "TN": 1906232, + "TP": 20186, + "n_pred": 20988, + "n_ref": 20518 + }, + "9": { + "Dice": 0.8166750376695128, + "FN": 331, + "FP": 399, + "IoU": 0.6901528013582343, + "TN": 1925196, + "TP": 1626, + "n_pred": 2025, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8848753065008074, + "FN": 203, + "FP": 1722, + "IoU": 0.7935213986914084, + "TN": 165909, + "TP": 7398, + "n_pred": 9120, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.992381932348584, + "FN": 1865, + "FP": 593, + "IoU": 0.984879057063412, + "TN": 12676, + "TP": 160098, + "n_pred": 160691, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6827468785471056, + "FN": 1117, + "FP": 1, + "IoU": 0.5183110728134425, + "TN": 698607, + "TP": 1203, + "n_pred": 1204, + "n_ref": 2320 + }, + "10": { + "Dice": 0.7720348851025404, + "FN": 2988, + "FP": 6605, + "IoU": 0.6287107636335488, + "TN": 675091, + "TP": 16244, + "n_pred": 22849, + "n_ref": 19232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5674740484429066, + "FN": 143, + "FP": 107, + "IoU": 0.3961352657004831, + "TN": 700514, + "TP": 164, + "n_pred": 271, + "n_ref": 307 + }, + "13": { + "Dice": 0.0, + "FN": 3, + "FP": 116, + "IoU": 0.0, + "TN": 700809, + "TP": 0, + "n_pred": 116, + "n_ref": 3 + }, + "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": 0.7889355725626956, + "FN": 494, + "FP": 17239, + "IoU": 0.6514398034398035, + "TN": 650053, + "TP": 33142, + "n_pred": 50381, + "n_ref": 33636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30422, + "IoU": 0.0, + "TN": 670506, + "TP": 0, + "n_pred": 30422, + "n_ref": 0 + }, + "8": { + "Dice": 0.9281411309586232, + "FN": 3811, + "FP": 2356, + "IoU": 0.8659172935600296, + "TN": 654934, + "TP": 39827, + "n_pred": 42183, + "n_ref": 43638 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2435841670291431, + "FN": 4563, + "FP": 654, + "IoU": 0.13868251609707777, + "TN": 1220567, + "TP": 840, + "n_pred": 1494, + "n_ref": 5403 + }, + "10": { + "Dice": 0.3670520231213873, + "FN": 4600, + "FP": 1970, + "IoU": 0.2247787610619469, + "TN": 1218149, + "TP": 1905, + "n_pred": 3875, + "n_ref": 6505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.22556390977443608, + "FN": 18, + "FP": 85, + "IoU": 0.1271186440677966, + "TN": 1226506, + "TP": 15, + "n_pred": 100, + "n_ref": 33 + }, + "13": { + "Dice": 0.31952758453324703, + "FN": 5191, + "FP": 3221, + "IoU": 0.19014152305766824, + "TN": 1216237, + "TP": 1975, + "n_pred": 5196, + "n_ref": 7166 + }, + "14": { + "Dice": 0.2920017359781471, + "FN": 55466, + "FP": 0, + "IoU": 0.17096137749611384, + "TN": 1159720, + "TP": 11438, + "n_pred": 11438, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 0, + "IoU": 0.0, + "TN": 1210881, + "TP": 0, + "n_pred": 0, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2596, + "IoU": 0.0, + "TN": 1224028, + "TP": 0, + "n_pred": 2596, + "n_ref": 0 + }, + "3": { + "Dice": 0.8593832861611798, + "FN": 7267, + "FP": 16332, + "IoU": 0.753437395519893, + "TN": 1130912, + "TP": 72113, + "n_pred": 88445, + "n_ref": 79380 + }, + "4": { + "Dice": 0.5205025541902527, + "FN": 5461, + "FP": 22323, + "IoU": 0.35181037700634565, + "TN": 1183760, + "TP": 15080, + "n_pred": 37403, + "n_ref": 20541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5256662154885096, + "FN": 416, + "FP": 32175, + "IoU": 0.35654491609081934, + "TN": 1175974, + "TP": 18059, + "n_pred": 50234, + "n_ref": 18475 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15219, + "IoU": 0.0, + "TN": 1211405, + "TP": 0, + "n_pred": 15219, + "n_ref": 0 + }, + "8": { + "Dice": 0.97063776958685, + "FN": 3016, + "FP": 35, + "IoU": 0.9429506357516829, + "TN": 1173144, + "TP": 50429, + "n_pred": 50464, + "n_ref": 53445 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19063, + "IoU": 0.0, + "TN": 1558025, + "TP": 0, + "n_pred": 19063, + "n_ref": 0 + }, + "10": { + "Dice": 0.9585849870578085, + "FN": 93, + "FP": 3, + "IoU": 0.9204639602319801, + "TN": 1575881, + "TP": 1111, + "n_pred": 1114, + "n_ref": 1204 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18867924528301888, + "FN": 28, + "FP": 660, + "IoU": 0.10416666666666667, + "TN": 1576320, + "TP": 80, + "n_pred": 740, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8074886535552194, + "FN": 367, + "FP": 2687, + "IoU": 0.6771328893117665, + "TN": 1567629, + "TP": 6405, + "n_pred": 9092, + "n_ref": 6772 + }, + "15": { + "Dice": 0.043708644897520035, + "FN": 23450, + "FP": 47656, + "IoU": 0.022342604941496747, + "TN": 1504357, + "TP": 1625, + "n_pred": 49281, + "n_ref": 25075 + }, + "2": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1577080, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "3": { + "Dice": 0.956361401352182, + "FN": 9, + "FP": 133, + "IoU": 0.9163722025912838, + "TN": 1575390, + "TP": 1556, + "n_pred": 1689, + "n_ref": 1565 + }, + "4": { + "Dice": 0.21677557962581684, + "FN": 5728, + "FP": 38019, + "IoU": 0.121563824019598, + "TN": 1527287, + "TP": 6054, + "n_pred": 44073, + "n_ref": 11782 + }, + "5": { + "Dice": 0.0, + "FN": 2677, + "FP": 0, + "IoU": 0.0, + "TN": 1574411, + "TP": 0, + "n_pred": 0, + "n_ref": 2677 + }, + "6": { + "Dice": 0.609909662579773, + "FN": 592390, + "FP": 8653, + "IoU": 0.4387554147823675, + "TN": 506177, + "TP": 469868, + "n_pred": 478521, + "n_ref": 1062258 + }, + "7": { + "Dice": 0.0008685044920012482, + "FN": 410, + "FP": 457451, + "IoU": 0.00043444090293847965, + "TN": 1119028, + "TP": 199, + "n_pred": 457650, + "n_ref": 609 + }, + "8": { + "Dice": 0.9633667974203843, + "FN": 475, + "FP": 76, + "IoU": 0.9293227296049256, + "TN": 1569292, + "TP": 7245, + "n_pred": 7321, + "n_ref": 7720 + }, + "9": { + "Dice": 0.8809140482991431, + "FN": 588, + "FP": 1705, + "IoU": 0.7871728234638946, + "TN": 1566314, + "TP": 8481, + "n_pred": 10186, + "n_ref": 9069 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.9338109958686043, + "FN": 2376, + "FP": 2206, + "IoU": 0.8758400173422936, + "TN": 313560, + "TP": 32322, + "n_pred": 34528, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664858101329996, + "FN": 2140, + "FP": 967, + "IoU": 0.9351451771139917, + "TN": 302557, + "TP": 44800, + "n_pred": 45767, + "n_ref": 46940 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": 0.8051470588235294, + "FN": 379, + "FP": 1105, + "IoU": 0.6738461538461539, + "TN": 521146, + "TP": 3066, + "n_pred": 4171, + "n_ref": 3445 + }, + "14": { + "Dice": 0.15544455544455543, + "FN": 433, + "FP": 3794, + "IoU": 0.08427209705372617, + "TN": 521080, + "TP": 389, + "n_pred": 4183, + "n_ref": 822 + }, + "15": { + "Dice": 0.7963532248342375, + "FN": 54040, + "FP": 16, + "IoU": 0.6616170468487869, + "TN": 365948, + "TP": 105692, + "n_pred": 105708, + "n_ref": 159732 + }, + "2": { + "Dice": 0.955768700628345, + "FN": 2131, + "FP": 2522, + "IoU": 0.9152844788347747, + "TN": 470771, + "TP": 50272, + "n_pred": 52794, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 524985, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627712522396974, + "FN": 2635, + "FP": 2040, + "IoU": 0.928214971209213, + "TN": 460571, + "TP": 60450, + "n_pred": 62490, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9422804293525957, + "FN": 530, + "FP": 325, + "IoU": 0.8908603523104417, + "TN": 868326, + "TP": 6979, + "n_pred": 7304, + "n_ref": 7509 + }, + "11": { + "Dice": 0.8585028126352229, + "FN": 870, + "FP": 438, + "IoU": 0.7520849128127369, + "TN": 870884, + "TP": 3968, + "n_pred": 4406, + "n_ref": 4838 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7348484848484849, + "FN": 77, + "FP": 343, + "IoU": 0.5808383233532934, + "TN": 875158, + "TP": 582, + "n_pred": 925, + "n_ref": 659 + }, + "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": 0.9727851274077473, + "FN": 584, + "FP": 2619, + "IoU": 0.9470123080995235, + "TN": 815712, + "TP": 57245, + "n_pred": 59864, + "n_ref": 57829 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7566574839302111, + "FN": 51, + "FP": 214, + "IoU": 0.6085672082717873, + "TN": 875483, + "TP": 412, + "n_pred": 626, + "n_ref": 463 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772444298026752, + "FN": 4055, + "FP": 5339, + "IoU": 0.9555014494950452, + "TN": 665052, + "TP": 201714, + "n_pred": 207053, + "n_ref": 205769 + }, + "7": { + "Dice": 0.8918293086338075, + "FN": 134, + "FP": 193, + "IoU": 0.8047761194029851, + "TN": 874485, + "TP": 1348, + "n_pred": 1541, + "n_ref": 1482 + }, + "8": { + "Dice": 0.9631879788276255, + "FN": 4788, + "FP": 435, + "IoU": 0.9289899800144114, + "TN": 802607, + "TP": 68330, + "n_pred": 68765, + "n_ref": 73118 + }, + "9": { + "Dice": 0.8553956834532375, + "FN": 975, + "FP": 3045, + "IoU": 0.7473287240729101, + "TN": 860250, + "TP": 11890, + "n_pred": 14935, + "n_ref": 12865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9096896254430501, + "FN": 4595, + "FP": 2947, + "IoU": 0.8343400619412656, + "TN": 480169, + "TP": 37985, + "n_pred": 40932, + "n_ref": 42580 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.48393341076267904, + "FN": 1330, + "FP": 3, + "IoU": 0.3192032686414709, + "TN": 523738, + "TP": 625, + "n_pred": 628, + "n_ref": 1955 + }, + "13": { + "Dice": 0.7313717364276834, + "FN": 2594, + "FP": 647, + "IoU": 0.5765059453808964, + "TN": 518043, + "TP": 4412, + "n_pred": 5059, + "n_ref": 7006 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7489361702127659, + "FN": 1, + "FP": 58, + "IoU": 0.5986394557823129, + "TN": 525549, + "TP": 88, + "n_pred": 146, + "n_ref": 89 + }, + "3": { + "Dice": 0.8556430446194225, + "FN": 38, + "FP": 17, + "IoU": 0.7477064220183486, + "TN": 525478, + "TP": 163, + "n_pred": 180, + "n_ref": 201 + }, + "4": { + "Dice": 0.9180887372013652, + "FN": 478, + "FP": 242, + "IoU": 0.8485804416403786, + "TN": 520941, + "TP": 4035, + "n_pred": 4277, + "n_ref": 4513 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9867923181266509, + "FN": 1122, + "FP": 1653, + "IoU": 0.9739289740698985, + "TN": 419256, + "TP": 103665, + "n_pred": 105318, + "n_ref": 104787 + }, + "7": { + "Dice": 0.9352390589425753, + "FN": 157, + "FP": 355, + "IoU": 0.8783559040152055, + "TN": 521487, + "TP": 3697, + "n_pred": 4052, + "n_ref": 3854 + }, + "8": { + "Dice": 0.9533715561418641, + "FN": 1058, + "FP": 780, + "IoU": 0.910897808803568, + "TN": 505068, + "TP": 18790, + "n_pred": 19570, + "n_ref": 19848 + }, + "9": { + "Dice": 0.9648473635522664, + "FN": 1212, + "FP": 536, + "IoU": 0.9320822162645219, + "TN": 499959, + "TP": 23989, + "n_pred": 24525, + "n_ref": 25201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8538347536124491, + "FN": 2565, + "FP": 3747, + "IoU": 0.7449490867948925, + "TN": 1026644, + "TP": 18436, + "n_pred": 22183, + "n_ref": 21001 + }, + "11": { + "Dice": 0.7845136401212455, + "FN": 729, + "FP": 835, + "IoU": 0.6454318748583088, + "TN": 1046981, + "TP": 2847, + "n_pred": 3682, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8351071608468875, + "FN": 18792, + "FP": 1504, + "IoU": 0.7168961236417403, + "TN": 979701, + "TP": 51395, + "n_pred": 52899, + "n_ref": 70187 + }, + "14": { + "Dice": 0.28445934438279297, + "FN": 8153, + "FP": 71672, + "IoU": 0.16581323412615476, + "TN": 955700, + "TP": 15867, + "n_pred": 87539, + "n_ref": 24020 + }, + "15": { + "Dice": 0.7392530745797135, + "FN": 65, + "FP": 2246, + "IoU": 0.5863611956327188, + "TN": 1045805, + "TP": 3276, + "n_pred": 5522, + "n_ref": 3341 + }, + "2": { + "Dice": 0.9716597063535839, + "FN": 389, + "FP": 690, + "IoU": 0.9448814875357581, + "TN": 1031816, + "TP": 18497, + "n_pred": 19187, + "n_ref": 18886 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8495297805642633, + "FN": 75, + "FP": 21, + "IoU": 0.7384196185286104, + "TN": 1051025, + "TP": 271, + "n_pred": 292, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658593364056547, + "FN": 2582, + "FP": 2463, + "IoU": 0.933972882420689, + "TN": 974984, + "TP": 71363, + "n_pred": 73826, + "n_ref": 73945 + }, + "7": { + "Dice": 0.01619726822192675, + "FN": 35, + "FP": 32521, + "IoU": 0.008164757494516207, + "TN": 1018568, + "TP": 268, + "n_pred": 32789, + "n_ref": 303 + }, + "8": { + "Dice": 0.574468085106383, + "FN": 16, + "FP": 104, + "IoU": 0.40298507462686567, + "TN": 1051191, + "TP": 81, + "n_pred": 185, + "n_ref": 97 + }, + "9": { + "Dice": 0.9150081868975878, + "FN": 1494, + "FP": 3541, + "IoU": 0.8433318812620574, + "TN": 1019254, + "TP": 27103, + "n_pred": 30644, + "n_ref": 28597 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831651096192667, + "FN": 1785, + "FP": 1801, + "IoU": 0.9668876618220097, + "TN": 3922038, + "TP": 104712, + "n_pred": 106513, + "n_ref": 106497 + }, + "10": { + "Dice": 0.5961538461538461, + "FN": 576, + "FP": 6606, + "IoU": 0.4246575342465753, + "TN": 4017853, + "TP": 5301, + "n_pred": 11907, + "n_ref": 5877 + }, + "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": 0.18678805373598312, + "FN": 1279, + "FP": 35344, + "IoU": 0.10301501383820323, + "TN": 3989507, + "TP": 4206, + "n_pred": 39550, + "n_ref": 5485 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 24774, + "IoU": 0.0, + "TN": 4005562, + "TP": 0, + "n_pred": 24774, + "n_ref": 0 + }, + "15": { + "Dice": 0.11367322003776519, + "FN": 20899, + "FP": 58897, + "IoU": 0.06026167960147445, + "TN": 3945423, + "TP": 5117, + "n_pred": 64014, + "n_ref": 26016 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9654790620427854, + "FN": 803, + "FP": 943, + "IoU": 0.9332619830288205, + "TN": 4004174, + "TP": 24416, + "n_pred": 25359, + "n_ref": 25219 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 4030328, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6083008289763663, + "FN": 1372, + "FP": 211021, + "IoU": 0.43709218316839554, + "TN": 3653022, + "TP": 164921, + "n_pred": 375942, + "n_ref": 166293 + }, + "7": { + "Dice": 0.9668514873849925, + "FN": 11586, + "FP": 4263, + "IoU": 0.9358301111403526, + "TN": 3783351, + "TP": 231136, + "n_pred": 235399, + "n_ref": 242722 + }, + "8": { + "Dice": 0.9724719878268087, + "FN": 431, + "FP": 166, + "IoU": 0.9464189553042541, + "TN": 4019194, + "TP": 10545, + "n_pred": 10711, + "n_ref": 10976 + }, + "9": { + "Dice": 0.7841306884480747, + "FN": 919, + "FP": 6, + "IoU": 0.6449136276391555, + "TN": 4027731, + "TP": 1680, + "n_pred": 1686, + "n_ref": 2599 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.5854590403416114, + "FN": 704, + "FP": 2985, + "IoU": 0.41388624086431525, + "TN": 344170, + "TP": 2605, + "n_pred": 5590, + "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": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9850934135930608, + "FN": 2024, + "FP": 913, + "IoU": 0.9706247124482407, + "TN": 250482, + "TP": 97045, + "n_pred": 97958, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9647837637733548, + "FN": 3113, + "FP": 930, + "IoU": 0.9319635164243404, + "TN": 291040, + "TP": 55381, + "n_pred": 56311, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8912304554724677, + "FN": 543, + "FP": 737, + "IoU": 0.8038013488657265, + "TN": 343940, + "TP": 5244, + "n_pred": 5981, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 21, + "FP": 1080, + "IoU": 0.0, + "TN": 1575987, + "TP": 0, + "n_pred": 1080, + "n_ref": 21 + }, + "10": { + "Dice": 0.8450599686240111, + "FN": 3649, + "FP": 5536, + "IoU": 0.7316916425671136, + "TN": 1542855, + "TP": 25048, + "n_pred": 30584, + "n_ref": 28697 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5932367149758454, + "FN": 884, + "FP": 800, + "IoU": 0.4217032967032967, + "TN": 1574176, + "TP": 1228, + "n_pred": 2028, + "n_ref": 2112 + }, + "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": 884, + "IoU": 0.0, + "TN": 1576204, + "TP": 0, + "n_pred": 884, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 23082, + "IoU": 0.0, + "TN": 1554006, + "TP": 0, + "n_pred": 23082, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8210890233362144, + "FN": 71, + "FP": 343, + "IoU": 0.6964809384164223, + "TN": 1575724, + "TP": 950, + "n_pred": 1293, + "n_ref": 1021 + }, + "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": 0.6139981976569541, + "FN": 1148, + "FP": 3992, + "IoU": 0.44299956653662764, + "TN": 1567860, + "TP": 4088, + "n_pred": 8080, + "n_ref": 5236 + }, + "7": { + "Dice": 0.9787635984626408, + "FN": 8506, + "FP": 2578, + "IoU": 0.9584104101550042, + "TN": 1310579, + "TP": 255425, + "n_pred": 258003, + "n_ref": 263931 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 50, + "FP": 0, + "IoU": 0.0, + "TN": 1577038, + "TP": 0, + "n_pred": 0, + "n_ref": 50 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664626305231212, + "FN": 1478, + "FP": 1130, + "IoU": 0.9351017767381675, + "TN": 660742, + "TP": 37578, + "n_pred": 38708, + "n_ref": 39056 + }, + "10": { + "Dice": 0.8159045725646124, + "FN": 2642, + "FP": 136, + "IoU": 0.6890530557421088, + "TN": 691994, + "TP": 6156, + "n_pred": 6292, + "n_ref": 8798 + }, + "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": 0.7731348531911153, + "FN": 2091, + "FP": 1780, + "IoU": 0.6301710136619852, + "TN": 690461, + "TP": 6596, + "n_pred": 8376, + "n_ref": 8687 + }, + "14": { + "Dice": 0.6767548965028595, + "FN": 5647, + "FP": 740, + "IoU": 0.5114357836762794, + "TN": 687855, + "TP": 6686, + "n_pred": 7426, + "n_ref": 12333 + }, + "15": { + "Dice": 0.7847559069702829, + "FN": 29608, + "FP": 7578, + "IoU": 0.6457599024520357, + "TN": 595954, + "TP": 67788, + "n_pred": 75366, + "n_ref": 97396 + }, + "2": { + "Dice": 0.9333652371963594, + "FN": 5933, + "FP": 1586, + "IoU": 0.8750560826866515, + "TN": 640749, + "TP": 52660, + "n_pred": 54246, + "n_ref": 58593 + }, + "3": { + "Dice": 0.8256048387096774, + "FN": 127, + "FP": 565, + "IoU": 0.7030042918454935, + "TN": 698598, + "TP": 1638, + "n_pred": 2203, + "n_ref": 1765 + }, + "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": 0.3748650399481753, + "FN": 2885, + "FP": 10, + "IoU": 0.23066702099388786, + "TN": 697165, + "TP": 868, + "n_pred": 878, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9563580040696086, + "FN": 1094, + "FP": 3217, + "IoU": 0.9163659643813293, + "TN": 649382, + "TP": 47235, + "n_pred": 50452, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9315261044176707, + "FN": 1714, + "FP": 332, + "IoU": 0.8718286036459312, + "TN": 684965, + "TP": 13917, + "n_pred": 14249, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1098, + "IoU": 0.0, + "TN": 699830, + "TP": 0, + "n_pred": 1098, + "n_ref": 0 + }, + "10": { + "Dice": 0.7661436154698711, + "FN": 2182, + "FP": 1827, + "IoU": 0.6209341906202723, + "TN": 690352, + "TP": 6567, + "n_pred": 8394, + "n_ref": 8749 + }, + "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": 0.7781886342336202, + "FN": 11416, + "FP": 1601, + "IoU": 0.6369138936152409, + "TN": 665077, + "TP": 22834, + "n_pred": 24435, + "n_ref": 34250 + }, + "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": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.3387582881253767, + "FN": 1865, + "FP": 1426, + "IoU": 0.20391872278664733, + "TN": 696794, + "TP": 843, + "n_pred": 2269, + "n_ref": 2708 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479018453253946, + "FN": 1808, + "FP": 7712, + "IoU": 0.9009633189771757, + "TN": 604802, + "TP": 86606, + "n_pred": 94318, + "n_ref": 88414 + }, + "7": { + "Dice": 0.8455415558955598, + "FN": 58403, + "FP": 452, + "IoU": 0.7324140251332133, + "TN": 480980, + "TP": 161093, + "n_pred": 161545, + "n_ref": 219496 + }, + "8": { + "Dice": 0.935512082853855, + "FN": 731, + "FP": 670, + "IoU": 0.878837671884459, + "TN": 689365, + "TP": 10162, + "n_pred": 10832, + "n_ref": 10893 + }, + "9": { + "Dice": 0.8072435358909735, + "FN": 1356, + "FP": 709, + "IoU": 0.676788229769917, + "TN": 694539, + "TP": 4324, + "n_pred": 5033, + "n_ref": 5680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8940936863543788, + "FN": 92, + "FP": 12, + "IoU": 0.8084714548802947, + "TN": 349921, + "TP": 439, + "n_pred": 451, + "n_ref": 531 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "11": { + "Dice": 0.8100187425455785, + "FN": 593, + "FP": 522, + "IoU": 0.6806987399770905, + "TN": 346972, + "TP": 2377, + "n_pred": 2899, + "n_ref": 2970 + }, + "12": { + "Dice": 0.8662186927306048, + "FN": 104, + "FP": 334, + "IoU": 0.7640086206896551, + "TN": 348608, + "TP": 1418, + "n_pred": 1752, + "n_ref": 1522 + }, + "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": 0.9695476383009085, + "FN": 1794, + "FP": 1407, + "IoU": 0.940895158609993, + "TN": 296306, + "TP": 50957, + "n_pred": 52364, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7647058823529411, + "FN": 8, + "FP": 0, + "IoU": 0.6190476190476191, + "TN": 350443, + "TP": 13, + "n_pred": 13, + "n_ref": 21 + }, + "6": { + "Dice": 0.9325477042006353, + "FN": 2782, + "FP": 9364, + "IoU": 0.8736200276774845, + "TN": 254357, + "TP": 83961, + "n_pred": 93325, + "n_ref": 86743 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9420132610006028, + "FN": 201, + "FP": 280, + "IoU": 0.8903828623518687, + "TN": 346076, + "TP": 3907, + "n_pred": 4187, + "n_ref": 4108 + }, + "9": { + "Dice": 0.790456134611846, + "FN": 8397, + "FP": 1852, + "IoU": 0.6535158891142664, + "TN": 320884, + "TP": 19331, + "n_pred": 21183, + "n_ref": 27728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5491662693044342, + "FN": 4161.7555555555555, + "FP": 2335.6600000000003, + "IoU": 0.4727500150181526, + "TN": 553985.2222222222, + "TP": 11941.895555555555, + "n_pred": 14277.555555555557, + "n_ref": 16103.651111111109 + }, + "mean": { + "1": { + "Dice": 0.6653404578226755, + "FN": 320.4, + "FP": 1330.3333333333333, + "IoU": 0.6001387468823205, + "TN": 564172.4333333333, + "TP": 6601.366666666667, + "n_pred": 7931.7, + "n_ref": 6921.766666666666 + }, + "10": { + "Dice": 0.47931158773063415, + "FN": 1421.7333333333333, + "FP": 878.1333333333333, + "IoU": 0.3946831285360108, + "TN": 568549.0333333333, + "TP": 1575.6333333333334, + "n_pred": 2453.766666666667, + "n_ref": 2997.366666666667 + }, + "11": { + "Dice": 0.6113523210243925, + "FN": 83.26666666666667, + "FP": 52.1, + "IoU": 0.4965240338547186, + "TN": 572043.5333333333, + "TP": 245.63333333333333, + "n_pred": 297.73333333333335, + "n_ref": 328.9 + }, + "12": { + "Dice": 0.2665114481985256, + "FN": 104.3, + "FP": 24.233333333333334, + "IoU": 0.19817581764814238, + "TN": 572201.6666666666, + "TP": 94.33333333333333, + "n_pred": 118.56666666666666, + "n_ref": 198.63333333333333 + }, + "13": { + "Dice": 0.4515044600303785, + "FN": 2933.633333333333, + "FP": 550.1333333333333, + "IoU": 0.34131230022901143, + "TN": 566847.4, + "TP": 2093.366666666667, + "n_pred": 2643.5, + "n_ref": 5027.0 + }, + "14": { + "Dice": 0.667819214991358, + "FN": 2174.9333333333334, + "FP": 907.9, + "IoU": 0.5855992686591551, + "TN": 560070.4666666667, + "TP": 9271.233333333334, + "n_pred": 10179.133333333333, + "n_ref": 11446.166666666666 + }, + "15": { + "Dice": 0.35144461620548695, + "FN": 823.5, + "FP": 2888.8333333333335, + "IoU": 0.27743436296167384, + "TN": 566457.5333333333, + "TP": 2254.6666666666665, + "n_pred": 5143.5, + "n_ref": 3078.1666666666665 + }, + "2": { + "Dice": 0.6171856530155205, + "FN": 4888.2, + "FP": 2565.0333333333333, + "IoU": 0.5283668784857067, + "TN": 553325.0333333333, + "TP": 11646.266666666666, + "n_pred": 14211.3, + "n_ref": 16534.466666666667 + }, + "3": { + "Dice": 0.4121647600358756, + "FN": 18456.533333333333, + "FP": 1282.0666666666666, + "IoU": 0.3732875294272016, + "TN": 541783.0666666667, + "TP": 10902.866666666667, + "n_pred": 12184.933333333332, + "n_ref": 29359.4 + }, + "4": { + "Dice": 0.44573933915797603, + "FN": 920.6, + "FP": 802.1, + "IoU": 0.39493082632405546, + "TN": 565299.9666666667, + "TP": 5401.866666666667, + "n_pred": 6203.966666666666, + "n_ref": 6322.466666666666 + }, + "5": { + "Dice": 0.5332773240679741, + "FN": 802.7333333333333, + "FP": 652.2, + "IoU": 0.4449085292243651, + "TN": 569690.9333333333, + "TP": 1278.6666666666667, + "n_pred": 1930.8666666666666, + "n_ref": 2081.4 + }, + "6": { + "Dice": 0.6872004085686972, + "FN": 23422.366666666665, + "FP": 14676.8, + "IoU": 0.6340303515875774, + "TN": 443418.26666666666, + "TP": 90907.1, + "n_pred": 105583.9, + "n_ref": 114329.46666666666 + }, + "7": { + "Dice": 0.5106326626671687, + "FN": 4201.133333333333, + "FP": 6192.0, + "IoU": 0.4429797064713425, + "TN": 540729.4666666667, + "TP": 21301.933333333334, + "n_pred": 27493.933333333334, + "n_ref": 25503.066666666666 + }, + "8": { + "Dice": 0.8400602516224337, + "FN": 1028.3666666666666, + "FP": 1276.0666666666666, + "IoU": 0.7706677333643405, + "TN": 560387.4, + "TP": 9732.7, + "n_pred": 11008.766666666666, + "n_ref": 10761.066666666668 + }, + "9": { + "Dice": 0.6979495344274163, + "FN": 844.6333333333333, + "FP": 956.9666666666667, + "IoU": 0.6082110116166676, + "TN": 564802.1333333333, + "TP": 5820.8, + "n_pred": 6777.766666666666, + "n_ref": 6665.433333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.924565560821485, + "FN": 430, + "FP": 334, + "IoU": 0.8597135512302607, + "TN": 870714, + "TP": 4682, + "n_pred": 5016, + "n_ref": 5112 + }, + "10": { + "Dice": 0.0, + "FN": 6980, + "FP": 6052, + "IoU": 0.0, + "TN": 863128, + "TP": 0, + "n_pred": 6052, + "n_ref": 6980 + }, + "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": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "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": 0.0021879799515024394, + "FN": 374867, + "FP": 0, + "IoU": 0.0010951881005547886, + "TN": 500882, + "TP": 411, + "n_pred": 411, + "n_ref": 375278 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.5446685878962536, + "FN": 40, + "FP": 592, + "IoU": 0.37425742574257426, + "TN": 875150, + "TP": 378, + "n_pred": 970, + "n_ref": 418 + }, + "6": { + "Dice": 0.02291795218050068, + "FN": 180, + "FP": 302265, + "IoU": 0.011591806321733901, + "TN": 570168, + "TP": 3547, + "n_pred": 305812, + "n_ref": 3727 + }, + "7": { + "Dice": 0.9071216006584988, + "FN": 6397, + "FP": 17073, + "IoU": 0.8300297647067344, + "TN": 738077, + "TP": 114613, + "n_pred": 131686, + "n_ref": 121010 + }, + "8": { + "Dice": 0.7173396674584323, + "FN": 164, + "FP": 74, + "IoU": 0.5592592592592592, + "TN": 875620, + "TP": 302, + "n_pred": 376, + "n_ref": 466 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707622169473644, + "FN": 2507, + "FP": 2149, + "IoU": 0.9431855621041842, + "TN": 268513, + "TP": 77295, + "n_pred": 79444, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8992786885245901, + "FN": 292, + "FP": 1244, + "IoU": 0.8169903491004409, + "TN": 342071, + "TP": 6857, + "n_pred": 8101, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6052104208416834, + "FN": 34, + "FP": 163, + "IoU": 0.4339080459770115, + "TN": 350116, + "TP": 151, + "n_pred": 314, + "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": 0.9568793790355818, + "FN": 840, + "FP": 4182, + "IoU": 0.9173238068584034, + "TN": 289721, + "TP": 55721, + "n_pred": 59903, + "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": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": 0.956438263757362, + "FN": 377, + "FP": 1302, + "IoU": 0.9165133509024912, + "TN": 330353, + "TP": 18432, + "n_pred": 19734, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 525649, + "TP": 0, + "n_pred": 47, + "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": 0.8860982527182943, + "FN": 2293, + "FP": 12446, + "IoU": 0.7954904953517413, + "TN": 453626, + "TP": 57331, + "n_pred": 69777, + "n_ref": 59624 + }, + "15": { + "Dice": 0.5750997761121386, + "FN": 1523, + "FP": 20302, + "IoU": 0.4036070501434622, + "TN": 489101, + "TP": 14770, + "n_pred": 35072, + "n_ref": 16293 + }, + "2": { + "Dice": 0.3762590879048249, + "FN": 579, + "FP": 23014, + "IoU": 0.23172359894493472, + "TN": 494987, + "TP": 7116, + "n_pred": 30130, + "n_ref": 7695 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4947, + "IoU": 0.0, + "TN": 520749, + "TP": 0, + "n_pred": 4947, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8527903000155449, + "FN": 1187, + "FP": 707, + "IoU": 0.743360433604336, + "TN": 518316, + "TP": 5486, + "n_pred": 6193, + "n_ref": 6673 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7548830811554332, + "FN": 148, + "FP": 743, + "IoU": 0.6062748563853292, + "TN": 348201, + "TP": 1372, + "n_pred": 2115, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7702196036422068, + "FN": 365, + "FP": 64, + "IoU": 0.6263066202090593, + "TN": 349316, + "TP": 719, + "n_pred": 783, + "n_ref": 1084 + }, + "6": { + "Dice": 0.8824032840627222, + "FN": 6826, + "FP": 1281, + "IoU": 0.7895542922409989, + "TN": 311941, + "TP": 30416, + "n_pred": 31697, + "n_ref": 37242 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8949052850099473, + "FN": 1901, + "FP": 529, + "IoU": 0.8097996242955542, + "TN": 337688, + "TP": 10346, + "n_pred": 10875, + "n_ref": 12247 + }, + "9": { + "Dice": 0.8162462740775994, + "FN": 4452, + "FP": 10220, + "IoU": 0.6895406166021287, + "TN": 303205, + "TP": 32587, + "n_pred": 42807, + "n_ref": 37039 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24852, + "IoU": 0.0, + "TN": 500844, + "TP": 0, + "n_pred": 24852, + "n_ref": 0 + }, + "10": { + "Dice": 0.3122521394280943, + "FN": 2968, + "FP": 3622, + "IoU": 0.18501113034875094, + "TN": 517610, + "TP": 1496, + "n_pred": 5118, + "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": 0.49263258108488217, + "FN": 22529, + "FP": 920, + "IoU": 0.3268165245600436, + "TN": 490863, + "TP": 11384, + "n_pred": 12304, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9300663409812382, + "FN": 1604, + "FP": 2075, + "IoU": 0.8692747752549479, + "TN": 497553, + "TP": 24464, + "n_pred": 26539, + "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": 291, + "IoU": 0.0, + "TN": 525405, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "7": { + "Dice": 0.7825384942827367, + "FN": 12478, + "FP": 2337, + "IoU": 0.6427624122881049, + "TN": 484225, + "TP": 26656, + "n_pred": 28993, + "n_ref": 39134 + }, + "8": { + "Dice": 0.8206220707285897, + "FN": 313, + "FP": 108, + "IoU": 0.6958092485549133, + "TN": 524312, + "TP": 963, + "n_pred": 1071, + "n_ref": 1276 + }, + "9": { + "Dice": 0.5693261852202249, + "FN": 3759, + "FP": 338, + "IoU": 0.3979426891991183, + "TN": 518891, + "TP": 2708, + "n_pred": 3046, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 695, + "IoU": 0.0, + "TN": 174537, + "TP": 0, + "n_pred": 695, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1956521739130435, + "FN": 1, + "FP": 73, + "IoU": 0.10843373493975904, + "TN": 175149, + "TP": 9, + "n_pred": 82, + "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": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5992779783393501, + "FN": 3880, + "FP": 227, + "IoU": 0.42783505154639173, + "TN": 168054, + "TP": 3071, + "n_pred": 3298, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9730026464780539, + "FN": 2549, + "FP": 746, + "IoU": 0.9474246872606586, + "TN": 112560, + "TP": 59377, + "n_pred": 60123, + "n_ref": 61926 + }, + "7": { + "Dice": 0.8049814520402756, + "FN": 3482, + "FP": 198, + "IoU": 0.6736141906873614, + "TN": 163957, + "TP": 7595, + "n_pred": 7793, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9470964843311244, + "FN": 817, + "FP": 596, + "IoU": 0.8995092809899723, + "TN": 161171, + "TP": 12648, + "n_pred": 13244, + "n_ref": 13465 + }, + "9": { + "Dice": 0.5889487870619946, + "FN": 605, + "FP": 5, + "IoU": 0.4173829990448902, + "TN": 174185, + "TP": 437, + "n_pred": 442, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7692307692307693, + "FN": 45, + "FP": 0, + "IoU": 0.625, + "TN": 350344, + "TP": 75, + "n_pred": 75, + "n_ref": 120 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.879561188797066, + "FN": 14024, + "FP": 885, + "IoU": 0.7850149245122496, + "TN": 281115, + "TP": 54440, + "n_pred": 55325, + "n_ref": 68464 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9784625058952995, + "FN": 3110, + "FP": 726, + "IoU": 0.9578331794398276, + "TN": 259492, + "TP": 87136, + "n_pred": 87862, + "n_ref": 90246 + }, + "7": { + "Dice": 0.0, + "FN": 923, + "FP": 0, + "IoU": 0.0, + "TN": 349541, + "TP": 0, + "n_pred": 0, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8080229226361032, + "FN": 50, + "FP": 17, + "IoU": 0.6778846153846154, + "TN": 525488, + "TP": 141, + "n_pred": 158, + "n_ref": 191 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9178484517915583, + "FN": 143, + "FP": 836, + "IoU": 0.8481699751861043, + "TN": 519248, + "TP": 5469, + "n_pred": 6305, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": 0.9949328072612538, + "FN": 1631, + "FP": 36, + "IoU": 0.989916708503959, + "TN": 360373, + "TP": 163656, + "n_pred": 163692, + "n_ref": 165287 + }, + "8": { + "Dice": 0.9827504784629533, + "FN": 720, + "FP": 668, + "IoU": 0.9660859579250861, + "TN": 484769, + "TP": 39539, + "n_pred": 40207, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8084621231314922, + "FN": 959, + "FP": 553, + "IoU": 0.6785030831384223, + "TN": 520993, + "TP": 3191, + "n_pred": 3744, + "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": 0.991756737988448, + "FN": 1910, + "FP": 108, + "IoU": 0.9836482675914822, + "TN": 402284, + "TP": 121394, + "n_pred": 121502, + "n_ref": 123304 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9585309078368824, + "FN": 348, + "FP": 614, + "IoU": 0.920364238410596, + "TN": 513616, + "TP": 11118, + "n_pred": 11732, + "n_ref": 11466 + }, + "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": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "6": { + "Dice": 0.9827750285496765, + "FN": 3388, + "FP": 232, + "IoU": 0.9661334081766302, + "TN": 418806, + "TP": 103270, + "n_pred": 103502, + "n_ref": 106658 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.9823148635673801, + "FN": 432, + "FP": 139, + "IoU": 0.9652443849290888, + "TN": 509267, + "TP": 15858, + "n_pred": 15997, + "n_ref": 16290 + }, + "9": { + "Dice": 0.9405927998982317, + "FN": 116, + "FP": 1285, + "IoU": 0.8878482228626321, + "TN": 513204, + "TP": 11091, + "n_pred": 12376, + "n_ref": 11207 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0119.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": 2219, + "IoU": 0.0, + "TN": 348245, + "TP": 0, + "n_pred": 2219, + "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": 34819, + "IoU": 0.0, + "TN": 315645, + "TP": 0, + "n_pred": 34819, + "n_ref": 0 + }, + "3": { + "Dice": 0.7364882337729506, + "FN": 43962, + "FP": 2912, + "IoU": 0.5828898894801473, + "TN": 238086, + "TP": 65504, + "n_pred": 68416, + "n_ref": 109466 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5721170395869191, + "FN": 1048, + "FP": 195, + "IoU": 0.4006750241080039, + "TN": 523622, + "TP": 831, + "n_pred": 1026, + "n_ref": 1879 + }, + "10": { + "Dice": 0.057803468208092484, + "FN": 139, + "FP": 24, + "IoU": 0.02976190476190476, + "TN": 525528, + "TP": 5, + "n_pred": 29, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "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": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": 0.5005003415029305, + "FN": 3305, + "FP": 59589, + "IoU": 0.3337782297360281, + "TN": 431292, + "TP": 31510, + "n_pred": 91099, + "n_ref": 34815 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9406037000973709, + "FN": 767, + "FP": 4784, + "IoU": 0.8878676470588235, + "TN": 476192, + "TP": 43953, + "n_pred": 48737, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0022896393817973667, + "FN": 5219, + "FP": 10, + "IoU": 0.001146131805157593, + "TN": 520461, + "TP": 6, + "n_pred": 16, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9398389728692595, + "FN": 2442, + "FP": 913, + "IoU": 0.8865058692195799, + "TN": 496135, + "TP": 26206, + "n_pred": 27119, + "n_ref": 28648 + }, + "7": { + "Dice": 0.6367507369800196, + "FN": 1068, + "FP": 1150, + "IoU": 0.46708313310908217, + "TN": 521534, + "TP": 1944, + "n_pred": 3094, + "n_ref": 3012 + }, + "8": { + "Dice": 0.946829393189383, + "FN": 1047, + "FP": 1445, + "IoU": 0.8990275526742302, + "TN": 501016, + "TP": 22188, + "n_pred": 23633, + "n_ref": 23235 + }, + "9": { + "Dice": 0.9180990066361651, + "FN": 559, + "FP": 3415, + "IoU": 0.8485979884181651, + "TN": 499448, + "TP": 22274, + "n_pred": 25689, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9437895520536047, + "FN": 412, + "FP": 41, + "IoU": 0.893562030075188, + "TN": 346208, + "TP": 3803, + "n_pred": 3844, + "n_ref": 4215 + }, + "10": { + "Dice": 0.9029742193061187, + "FN": 1559, + "FP": 1576, + "IoU": 0.8231112114201885, + "TN": 332741, + "TP": 14588, + "n_pred": 16164, + "n_ref": 16147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8072067531813027, + "FN": 4379, + "FP": 3272, + "IoU": 0.6767365218860909, + "TN": 326796, + "TP": 16017, + "n_pred": 19289, + "n_ref": 20396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8303, + "IoU": 0.0, + "TN": 342161, + "TP": 0, + "n_pred": 8303, + "n_ref": 0 + }, + "3": { + "Dice": 0.8997140554332035, + "FN": 14336, + "FP": 5199, + "IoU": 0.8177093053637415, + "TN": 243300, + "TP": 87629, + "n_pred": 92828, + "n_ref": 101965 + }, + "4": { + "Dice": 0.016783216783216783, + "FN": 7, + "FP": 696, + "IoU": 0.00846262341325811, + "TN": 349755, + "TP": 6, + "n_pred": 702, + "n_ref": 13 + }, + "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": 0.8347293156281921, + "FN": 232, + "FP": 577, + "IoU": 0.7163394109396914, + "TN": 347612, + "TP": 2043, + "n_pred": 2620, + "n_ref": 2275 + }, + "8": { + "Dice": 0.9503333583039928, + "FN": 296, + "FP": 367, + "IoU": 0.9053668284327719, + "TN": 343458, + "TP": 6343, + "n_pred": 6710, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9092955934384046, + "FN": 376, + "FP": 2444, + "IoU": 0.8336773813034503, + "TN": 333509, + "TP": 14135, + "n_pred": 16579, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9278749323467043, + "FN": 844, + "FP": 7285, + "IoU": 0.8654540037737098, + "TN": 465278, + "TP": 52289, + "n_pred": 59574, + "n_ref": 53133 + }, + "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": 0.4369230769230769, + "FN": 5717, + "FP": 505, + "IoU": 0.2795275590551181, + "TN": 517060, + "TP": 2414, + "n_pred": 2919, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9360473049806687, + "FN": 6241, + "FP": 2195, + "IoU": 0.8797828224530803, + "TN": 455523, + "TP": 61737, + "n_pred": 63932, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 525552, + "TP": 0, + "n_pred": 144, + "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": 632, + "FP": 0, + "IoU": 0.0, + "TN": 525064, + "TP": 0, + "n_pred": 0, + "n_ref": 632 + }, + "6": { + "Dice": 0.9013478215442482, + "FN": 3881, + "FP": 840, + "IoU": 0.8204123554473524, + "TN": 499408, + "TP": 21567, + "n_pred": 22407, + "n_ref": 25448 + }, + "7": { + "Dice": 0.787912302387613, + "FN": 3218, + "FP": 3302, + "IoU": 0.6500456228865868, + "TN": 507065, + "TP": 12111, + "n_pred": 15413, + "n_ref": 15329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9128900183538049, + "FN": 472, + "FP": 145, + "IoU": 0.8397402597402598, + "TN": 521846, + "TP": 3233, + "n_pred": 3378, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7446628619742126, + "FN": 2402, + "FP": 14, + "IoU": 0.5931975079979794, + "TN": 3673933, + "TP": 3523, + "n_pred": 3537, + "n_ref": 5925 + }, + "10": { + "Dice": 0.3074311580535647, + "FN": 27911, + "FP": 1465, + "IoU": 0.1816358368620459, + "TN": 3643976, + "TP": 6520, + "n_pred": 7985, + "n_ref": 34431 + }, + "11": { + "Dice": 0.20366598778004075, + "FN": 698, + "FP": 84, + "IoU": 0.11337868480725624, + "TN": 3678990, + "TP": 100, + "n_pred": 184, + "n_ref": 798 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3679867, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.3282482037345851, + "FN": 27057, + "FP": 5572, + "IoU": 0.19634984359991134, + "TN": 3639271, + "TP": 7972, + "n_pred": 13544, + "n_ref": 35029 + }, + "14": { + "Dice": 0.9122159303514855, + "FN": 2031, + "FP": 5007, + "IoU": 0.8386001926340412, + "TN": 3636266, + "TP": 36568, + "n_pred": 41575, + "n_ref": 38599 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 3679301, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + }, + "2": { + "Dice": 0.8914479604476111, + "FN": 34933, + "FP": 6081, + "IoU": 0.8041552661862946, + "TN": 3470451, + "TP": 168407, + "n_pred": 174488, + "n_ref": 203340 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3959, + "IoU": 0.0, + "TN": 3675913, + "TP": 0, + "n_pred": 3959, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 44, + "FP": 14072, + "IoU": 0.0, + "TN": 3665756, + "TP": 0, + "n_pred": 14072, + "n_ref": 44 + }, + "5": { + "Dice": 0.7259087306080851, + "FN": 9311, + "FP": 371, + "IoU": 0.5697462560547483, + "TN": 3657369, + "TP": 12821, + "n_pred": 13192, + "n_ref": 22132 + }, + "6": { + "Dice": 0.8454311459219122, + "FN": 525592, + "FP": 82427, + "IoU": 0.7322483565494937, + "TN": 1409040, + "TP": 1662813, + "n_pred": 1745240, + "n_ref": 2188405 + }, + "7": { + "Dice": 0.513259846686899, + "FN": 55003, + "FP": 3858, + "IoU": 0.34522498470437735, + "TN": 3589977, + "TP": 31034, + "n_pred": 34892, + "n_ref": 86037 + }, + "8": { + "Dice": 0.9569576961193914, + "FN": 335, + "FP": 1880, + "IoU": 0.9174677695804456, + "TN": 3653034, + "TP": 24623, + "n_pred": 26503, + "n_ref": 24958 + }, + "9": { + "Dice": 0.8477694678741249, + "FN": 4844, + "FP": 7898, + "IoU": 0.7357637592799967, + "TN": 3631650, + "TP": 35480, + "n_pred": 43378, + "n_ref": 40324 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7919463087248322, + "FN": 12, + "FP": 19, + "IoU": 0.6555555555555556, + "TN": 700838, + "TP": 59, + "n_pred": 78, + "n_ref": 71 + }, + "10": { + "Dice": 0.5002516356316055, + "FN": 170, + "FP": 1816, + "IoU": 0.33355704697986577, + "TN": 697948, + "TP": 994, + "n_pred": 2810, + "n_ref": 1164 + }, + "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": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.2810116419108792, + "FN": 6639, + "FP": 525, + "IoU": 0.16347501167678655, + "TN": 692364, + "TP": 1400, + "n_pred": 1925, + "n_ref": 8039 + }, + "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": 0.9409668550661364, + "FN": 8332, + "FP": 1674, + "IoU": 0.8885150191639184, + "TN": 611176, + "TP": 79746, + "n_pred": 81420, + "n_ref": 88078 + }, + "5": { + "Dice": 0.17812527299729186, + "FN": 2838, + "FP": 15978, + "IoU": 0.0977703188683769, + "TN": 680073, + "TP": 2039, + "n_pred": 18017, + "n_ref": 4877 + }, + "6": { + "Dice": 0.8753511325893734, + "FN": 1484, + "FP": 13115, + "IoU": 0.7783328272092317, + "TN": 635068, + "TP": 51261, + "n_pred": 64376, + "n_ref": 52745 + }, + "7": { + "Dice": 8.303234109685722e-05, + "FN": 135, + "FP": 23950, + "IoU": 4.151789421240555e-05, + "TN": 676842, + "TP": 1, + "n_pred": 23951, + "n_ref": 136 + }, + "8": { + "Dice": 0.9709382336274589, + "FN": 575, + "FP": 861, + "IoU": 0.9435179358086847, + "TN": 675504, + "TP": 23988, + "n_pred": 24849, + "n_ref": 24563 + }, + "9": { + "Dice": 0.06956521739130435, + "FN": 93, + "FP": 121, + "IoU": 0.036036036036036036, + "TN": 700706, + "TP": 8, + "n_pred": 129, + "n_ref": 101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 3492, + "IoU": 0.0, + "TN": 522204, + "TP": 0, + "n_pred": 3492, + "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": 0.21627346806293454, + "FN": 39647, + "FP": 6230, + "IoU": 0.12124810849119849, + "TN": 473489, + "TP": 6330, + "n_pred": 12560, + "n_ref": 45977 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 266, + "IoU": 0.0, + "TN": 525430, + "TP": 0, + "n_pred": 266, + "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": 19402, + "IoU": 0.0, + "TN": 506294, + "TP": 0, + "n_pred": 19402, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7658910860208347, + "FN": 1233, + "FP": 2520, + "IoU": 0.6206025070764254, + "TN": 1041500, + "TP": 6139, + "n_pred": 8659, + "n_ref": 7372 + }, + "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": 0.33050293925538865, + "FN": 5654, + "FP": 496, + "IoU": 0.19796557120500782, + "TN": 1043724, + "TP": 1518, + "n_pred": 2014, + "n_ref": 7172 + }, + "14": { + "Dice": 0.9223437906527723, + "FN": 5285, + "FP": 386, + "IoU": 0.8558794378510255, + "TN": 1012043, + "TP": 33678, + "n_pred": 34064, + "n_ref": 38963 + }, + "15": { + "Dice": 0.04895104895104895, + "FN": 0, + "FP": 816, + "IoU": 0.025089605734767026, + "TN": 1050555, + "TP": 21, + "n_pred": 837, + "n_ref": 21 + }, + "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": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.05960015088645794, + "FN": 368, + "FP": 2125, + "IoU": 0.030715396578538102, + "TN": 1048820, + "TP": 79, + "n_pred": 2204, + "n_ref": 447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8165431325468908, + "FN": 131048, + "FP": 6024, + "IoU": 0.6899644211826281, + "TN": 609275, + "TP": 305045, + "n_pred": 311069, + "n_ref": 436093 + }, + "7": { + "Dice": 0.051589612204495164, + "FN": 8005, + "FP": 106011, + "IoU": 0.026477795708564938, + "TN": 934275, + "TP": 3101, + "n_pred": 109112, + "n_ref": 11106 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8602214905716852, + "FN": 46, + "FP": 888, + "IoU": 0.7547268907563025, + "TN": 1047584, + "TP": 2874, + "n_pred": 3762, + "n_ref": 2920 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 350191, + "TP": 0, + "n_pred": 273, + "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": 2910, + "FP": 0, + "IoU": 0.0, + "TN": 347554, + "TP": 0, + "n_pred": 0, + "n_ref": 2910 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9752612186845553, + "FN": 1175, + "FP": 1034, + "IoU": 0.9517169023627898, + "TN": 304713, + "TP": 43542, + "n_pred": 44576, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 350428, + "TP": 0, + "n_pred": 36, + "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": 0.9548744979341934, + "FN": 3056, + "FP": 865, + "IoU": 0.913645773686297, + "TN": 305058, + "TP": 41485, + "n_pred": 42350, + "n_ref": 44541 + }, + "7": { + "Dice": 0.9192149086238367, + "FN": 14302, + "FP": 38, + "IoU": 0.8505066510987865, + "TN": 254540, + "TP": 81584, + "n_pred": 81622, + "n_ref": 95886 + }, + "8": { + "Dice": 0.23389494549058473, + "FN": 12, + "FP": 761, + "IoU": 0.1324354657687991, + "TN": 349573, + "TP": 118, + "n_pred": 879, + "n_ref": 130 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9076061595893608, + "FN": 1075, + "FP": 113, + "IoU": 0.8308415207176421, + "TN": 518673, + "TP": 5835, + "n_pred": 5948, + "n_ref": 6910 + }, + "6": { + "Dice": 0.9090194365582005, + "FN": 7059, + "FP": 1273, + "IoU": 0.8332132276403235, + "TN": 475740, + "TP": 41624, + "n_pred": 42897, + "n_ref": 48683 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.36348733531916594, + "FN": 6630, + "FP": 25209, + "IoU": 0.2221109210847789, + "TN": 484766, + "TP": 9091, + "n_pred": 34300, + "n_ref": 15721 + }, + "9": { + "Dice": 0.8803060154031165, + "FN": 8849, + "FP": 507, + "IoU": 0.7862023262722515, + "TN": 481935, + "TP": 34405, + "n_pred": 34912, + "n_ref": 43254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8551759634562183, + "FN": 354, + "FP": 1897, + "IoU": 0.746993368551197, + "TN": 692031, + "TP": 6646, + "n_pred": 8543, + "n_ref": 7000 + }, + "10": { + "Dice": 0.9352159468438538, + "FN": 82, + "FP": 74, + "IoU": 0.8783151326053042, + "TN": 699646, + "TP": 1126, + "n_pred": 1200, + "n_ref": 1208 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8286560920341642, + "FN": 688, + "FP": 295, + "IoU": 0.7074404761904762, + "TN": 697568, + "TP": 2377, + "n_pred": 2672, + "n_ref": 3065 + }, + "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": 0.5840336134453782, + "FN": 0, + "FP": 198, + "IoU": 0.4124629080118694, + "TN": 700591, + "TP": 139, + "n_pred": 337, + "n_ref": 139 + }, + "3": { + "Dice": 0.9762558041367666, + "FN": 388, + "FP": 512, + "IoU": 0.9536130295845789, + "TN": 681526, + "TP": 18502, + "n_pred": 19014, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8506236689990874, + "FN": 164, + "FP": 327, + "IoU": 0.7400741132874536, + "TN": 699039, + "TP": 1398, + "n_pred": 1725, + "n_ref": 1562 + }, + "6": { + "Dice": 0.9403010632170489, + "FN": 4696, + "FP": 10644, + "IoU": 0.887328495460822, + "TN": 564780, + "TP": 120808, + "n_pred": 131452, + "n_ref": 125504 + }, + "7": { + "Dice": 0.9723237045825649, + "FN": 5864, + "FP": 3560, + "IoU": 0.9461381068321846, + "TN": 525962, + "TP": 165542, + "n_pred": 169102, + "n_ref": 171406 + }, + "8": { + "Dice": 0.9669906815799676, + "FN": 1960, + "FP": 2638, + "IoU": 0.936090957106719, + "TN": 628982, + "TP": 67348, + "n_pred": 69986, + "n_ref": 69308 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.5074715634525314, + "FN": 5177, + "FP": 1448, + "IoU": 0.3400079697150827, + "TN": 340426, + "TP": 3413, + "n_pred": 4861, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8294420261179264, + "FN": 229, + "FP": 1495, + "IoU": 0.7085868830290737, + "TN": 344548, + "TP": 4192, + "n_pred": 5687, + "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": 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": 0.3641983982014894, + "FN": 882, + "FP": 3643, + "IoU": 0.2226421577048617, + "TN": 344643, + "TP": 1296, + "n_pred": 4939, + "n_ref": 2178 + }, + "7": { + "Dice": 0.5467141162514828, + "FN": 9365, + "FP": 188, + "IoU": 0.376191719994776, + "TN": 335150, + "TP": 5761, + "n_pred": 5949, + "n_ref": 15126 + }, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620106890076556, + "FN": 148, + "FP": 115, + "IoU": 0.9268021152240468, + "TN": 697335, + "TP": 3330, + "n_pred": 3445, + "n_ref": 3478 + }, + "10": { + "Dice": 0.11627906976744186, + "FN": 76, + "FP": 0, + "IoU": 0.06172839506172839, + "TN": 700847, + "TP": 5, + "n_pred": 5, + "n_ref": 81 + }, + "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": 0.6643214219588965, + "FN": 5040, + "FP": 399, + "IoU": 0.4973662323260327, + "TN": 690107, + "TP": 5382, + "n_pred": 5781, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9159166463958486, + "FN": 1346, + "FP": 728, + "IoU": 0.8448765893792072, + "TN": 687558, + "TP": 11296, + "n_pred": 12024, + "n_ref": 12642 + }, + "15": { + "Dice": 0.855394910979599, + "FN": 3178, + "FP": 2613, + "IoU": 0.747327544831799, + "TN": 678009, + "TP": 17128, + "n_pred": 19741, + "n_ref": 20306 + }, + "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": 0.8282039015574337, + "FN": 2272, + "FP": 4192, + "IoU": 0.7067815831254253, + "TN": 678883, + "TP": 15581, + "n_pred": 19773, + "n_ref": 17853 + }, + "5": { + "Dice": 0.9027597955706985, + "FN": 415, + "FP": 1012, + "IoU": 0.8227549372748727, + "TN": 692877, + "TP": 6624, + "n_pred": 7636, + "n_ref": 7039 + }, + "6": { + "Dice": 0.9500447277200045, + "FN": 2971, + "FP": 603, + "IoU": 0.9048430469394819, + "TN": 663369, + "TP": 33985, + "n_pred": 34588, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 697897, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "8": { + "Dice": 0.8279684194230869, + "FN": 14395, + "FP": 2274, + "IoU": 0.7064386601387763, + "TN": 644146, + "TP": 40113, + "n_pred": 42387, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.5746841155234657, + "FN": 2641, + "FP": 1129, + "IoU": 0.40319772043691626, + "TN": 168915, + "TP": 2547, + "n_pred": 3676, + "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": 0.9607036059806509, + "FN": 800, + "FP": 317, + "IoU": 0.9243788504502065, + "TN": 160461, + "TP": 13654, + "n_pred": 13971, + "n_ref": 14454 + }, + "9": { + "Dice": 0.9204057074093175, + "FN": 337, + "FP": 126, + "IoU": 0.8525477707006369, + "TN": 172092, + "TP": 2677, + "n_pred": 2803, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565208267757843, + "FN": 1455, + "FP": 2689, + "IoU": 0.9166649908500413, + "TN": 826433, + "TP": 45583, + "n_pred": 48272, + "n_ref": 47038 + }, + "10": { + "Dice": 0.7947630462843445, + "FN": 822, + "FP": 1404, + "IoU": 0.6594247246022031, + "TN": 869624, + "TP": 4310, + "n_pred": 5714, + "n_ref": 5132 + }, + "11": { + "Dice": 0.8219288521616447, + "FN": 841, + "FP": 926, + "IoU": 0.6976903336184773, + "TN": 870315, + "TP": 4078, + "n_pred": 5004, + "n_ref": 4919 + }, + "12": { + "Dice": 0.5025728987993139, + "FN": 403, + "FP": 177, + "IoU": 0.3356242840778923, + "TN": 875287, + "TP": 293, + "n_pred": 470, + "n_ref": 696 + }, + "13": { + "Dice": 0.9265333632891485, + "FN": 783, + "FP": 198, + "IoU": 0.8631226454583508, + "TN": 868993, + "TP": 6186, + "n_pred": 6384, + "n_ref": 6969 + }, + "14": { + "Dice": 0.6582965452999069, + "FN": 7559, + "FP": 878, + "IoU": 0.4906423569186187, + "TN": 859596, + "TP": 8127, + "n_pred": 9005, + "n_ref": 15686 + }, + "15": { + "Dice": 0.0021688259802522688, + "FN": 16470, + "FP": 1013, + "IoU": 0.0010855902182607701, + "TN": 858658, + "TP": 19, + "n_pred": 1032, + "n_ref": 16489 + }, + "2": { + "Dice": 0.5235477763362383, + "FN": 103302, + "FP": 627, + "IoU": 0.35459852201453146, + "TN": 715130, + "TP": 57101, + "n_pred": 57728, + "n_ref": 160403 + }, + "3": { + "Dice": 0.32811114709364364, + "FN": 116932, + "FP": 9627, + "IoU": 0.1962517702796248, + "TN": 718699, + "TP": 30902, + "n_pred": 40529, + "n_ref": 147834 + }, + "4": { + "Dice": 0.8388185654008439, + "FN": 142, + "FP": 49, + "IoU": 0.7223837209302325, + "TN": 875472, + "TP": 497, + "n_pred": 546, + "n_ref": 639 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770830573585906, + "FN": 1017, + "FP": 1924, + "IoU": 0.9551929551929552, + "TN": 810523, + "TP": 62696, + "n_pred": 64620, + "n_ref": 63713 + }, + "7": { + "Dice": 0.8932003952214138, + "FN": 512, + "FP": 677, + "IoU": 0.8070118487258562, + "TN": 869999, + "TP": 4972, + "n_pred": 5649, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9178315073668304, + "FN": 454, + "FP": 416, + "IoU": 0.8481410368301623, + "TN": 870431, + "TP": 4859, + "n_pred": 5275, + "n_ref": 5313 + }, + "9": { + "Dice": 0.9238881413869595, + "FN": 819, + "FP": 1274, + "IoU": 0.8585428494187618, + "TN": 861364, + "TP": 12703, + "n_pred": 13977, + "n_ref": 13522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0351.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": 0.0, + "FN": 0, + "FP": 6092, + "IoU": 0.0, + "TN": 694836, + "TP": 0, + "n_pred": 6092, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1923, + "IoU": 0.0, + "TN": 699005, + "TP": 0, + "n_pred": 1923, + "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_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7895104352548685, + "FN": 370, + "FP": 2343, + "IoU": 0.6522240738366876, + "TN": 167431, + "TP": 5088, + "n_pred": 7431, + "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": 0.7241152624082393, + "FN": 4512, + "FP": 524, + "IoU": 0.5675397166165737, + "TN": 163587, + "TP": 6609, + "n_pred": 7133, + "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": 0.7746835443037975, + "FN": 23, + "FP": 66, + "IoU": 0.6322314049586777, + "TN": 174990, + "TP": 153, + "n_pred": 219, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8934595130886057, + "FN": 2429, + "FP": 363, + "IoU": 0.8074349955169322, + "TN": 160733, + "TP": 11707, + "n_pred": 12070, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9520238848683306, + "FN": 1303, + "FP": 5671, + "IoU": 0.90844044164949, + "TN": 99063, + "TP": 69195, + "n_pred": 74866, + "n_ref": 70498 + }, + "7": { + "Dice": 0.12149532710280374, + "FN": 11, + "FP": 177, + "IoU": 0.06467661691542288, + "TN": 175031, + "TP": 13, + "n_pred": 190, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3116883116883117, + "FN": 12, + "FP": 41, + "IoU": 0.18461538461538463, + "TN": 175167, + "TP": 12, + "n_pred": 53, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963402/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5985221420071274, + "FN": 3593.3688888888887, + "FP": 3060.8839999999996, + "IoU": 0.5173346273414415, + "TN": 680661.4644444445, + "TP": 13612.28266666667, + "n_pred": 16673.166666666668, + "n_ref": 17205.651555555552 + }, + "mean": { + "1": { + "Dice": 0.7442731451245088, + "FN": 1819.5066666666667, + "FP": 2799.686666666667, + "IoU": 0.6834918804534427, + "TN": 673876.4066666666, + "TP": 22432.4, + "n_pred": 25232.086666666666, + "n_ref": 24251.90666666667 + }, + "10": { + "Dice": 0.5741242892126197, + "FN": 2892.1066666666666, + "FP": 1824.98, + "IoU": 0.4756237135217245, + "TN": 689845.8933333333, + "TP": 6365.02, + "n_pred": 8190.000000000002, + "n_ref": 9257.126666666667 + }, + "11": { + "Dice": 0.5214072376338315, + "FN": 122.21333333333332, + "FP": 66.48666666666666, + "IoU": 0.41552090368577643, + "TN": 700434.0, + "TP": 305.3, + "n_pred": 371.78666666666663, + "n_ref": 427.5133333333333 + }, + "12": { + "Dice": 0.4234352901265865, + "FN": 272.58, + "FP": 152.68, + "IoU": 0.31587670894729786, + "TN": 700152.3266666665, + "TP": 350.41333333333336, + "n_pred": 503.09333333333336, + "n_ref": 622.9933333333333 + }, + "13": { + "Dice": 0.5025394749366435, + "FN": 2751.7599999999998, + "FP": 2210.9066666666668, + "IoU": 0.39716761120075433, + "TN": 691056.08, + "TP": 4909.253333333334, + "n_pred": 7120.160000000001, + "n_ref": 7661.013333333333 + }, + "14": { + "Dice": 0.5852115583340558, + "FN": 4042.2, + "FP": 4740.593333333333, + "IoU": 0.5105358808385284, + "TN": 678701.64, + "TP": 13443.566666666666, + "n_pred": 18184.16, + "n_ref": 17485.766666666666 + }, + "15": { + "Dice": 0.40554703467528397, + "FN": 2905.086666666667, + "FP": 3200.4866666666667, + "IoU": 0.3249129580187163, + "TN": 690250.8, + "TP": 4571.626666666667, + "n_pred": 7772.113333333333, + "n_ref": 7476.713333333331 + }, + "2": { + "Dice": 0.6334211729692102, + "FN": 3501.8599999999997, + "FP": 1947.1933333333334, + "IoU": 0.5653104571210831, + "TN": 684614.1, + "TP": 10864.846666666665, + "n_pred": 12812.039999999999, + "n_ref": 14366.706666666665 + }, + "3": { + "Dice": 0.6152839620370789, + "FN": 5176.18, + "FP": 3570.2933333333335, + "IoU": 0.5686875707095146, + "TN": 677775.2733333332, + "TP": 14406.253333333332, + "n_pred": 17976.54666666667, + "n_ref": 19582.43333333333 + }, + "4": { + "Dice": 0.45260655396546634, + "FN": 1854.9733333333334, + "FP": 1240.0400000000002, + "IoU": 0.3940067858619195, + "TN": 693535.1799999999, + "TP": 4297.806666666666, + "n_pred": 5537.846666666667, + "n_ref": 6152.780000000001 + }, + "5": { + "Dice": 0.5336525607990736, + "FN": 732.4466666666667, + "FP": 314.9866666666667, + "IoU": 0.42492563519522236, + "TN": 698870.6266666667, + "TP": 1009.9399999999999, + "n_pred": 1324.9266666666667, + "n_ref": 1742.3866666666665 + }, + "6": { + "Dice": 0.788523291981005, + "FN": 18523.413333333334, + "FP": 12567.819999999998, + "IoU": 0.7195917382328008, + "TN": 595806.1533333333, + "TP": 74030.61333333333, + "n_pred": 86598.43333333332, + "n_ref": 92554.02666666666 + }, + "7": { + "Dice": 0.5913097769997432, + "FN": 7505.673333333332, + "FP": 9687.866666666665, + "IoU": 0.5189240817017648, + "TN": 650919.3466666667, + "TP": 32815.11333333333, + "n_pred": 42502.98, + "n_ref": 40320.78666666667 + }, + "8": { + "Dice": 0.8517562946238086, + "FN": 789.6933333333333, + "FP": 741.5333333333333, + "IoU": 0.7845013695713332, + "TN": 690788.8533333333, + "TP": 8607.920000000002, + "n_pred": 9349.453333333333, + "n_ref": 9397.613333333333 + }, + "9": { + "Dice": 0.7547404866879944, + "FN": 1010.8399999999999, + "FP": 847.7066666666666, + "IoU": 0.660942115061744, + "TN": 693295.2866666667, + "TP": 5774.166666666666, + "n_pred": 6621.873333333334, + "n_ref": 6785.006666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_003/summary.json b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de429812ca370b88ae2201593c2e409f93662586 --- /dev/null +++ b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8341977455853397, + "FN": 14327.325333333336, + "FP": 10787.270666666667, + "IoU": 0.7466300267739251, + "TN": 96259583.03866667, + "TP": 172263.20533333338, + "n_pred": 183050.476, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9375818647948134, + "FN": 7646.74, + "FP": 8735.02, + "IoU": 0.9003991257142125, + "TN": 96253937.68, + "TP": 186641.4, + "n_pred": 195376.42, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8041896075526435, + "FN": 13618.82, + "FP": 12523.78, + "IoU": 0.6912505032254106, + "TN": 96370214.5, + "TP": 60603.74, + "n_pred": 73127.52, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.731778386833726, + "FN": 1136.34, + "FP": 575.76, + "IoU": 0.5897150181464089, + "TN": 96452684.7, + "TP": 2564.04, + "n_pred": 3139.8, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7062235987232115, + "FN": 1572.92, + "FP": 489.86, + "IoU": 0.5604823631642656, + "TN": 96452234.32, + "TP": 2663.74, + "n_pred": 3153.6, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7059549688925617, + "FN": 18313.08, + "FP": 11149.54, + "IoU": 0.5713182523193412, + "TN": 96387953.16, + "TP": 39545.06, + "n_pred": 50694.6, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8056273803904886, + "FN": 22792.4, + "FP": 16125.86, + "IoU": 0.7175286040502005, + "TN": 96302476.84, + "TP": 115565.74, + "n_pred": 131691.6, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7394832953009154, + "FN": 8814.44, + "FP": 15323.26, + "IoU": 0.6243993266837119, + "TN": 96387590.54, + "TP": 45232.6, + "n_pred": 60555.86, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9483531809795176, + "FN": 10223.02, + "FP": 5361.84, + "IoU": 0.9049114251736415, + "TN": 96294757.3, + "TP": 146618.68, + "n_pred": 151980.52, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9537238228759874, + "FN": 6904.72, + "FP": 8230.32, + "IoU": 0.9135341506659348, + "TN": 96285327.94, + "TP": 156497.86, + "n_pred": 164728.18, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7532036132894094, + "FN": 5006.94, + "FP": 5157.62, + "IoU": 0.6700310956424711, + "TN": 96425225.72, + "TP": 21570.56, + "n_pred": 26728.18, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.766440760796958, + "FN": 5721.38, + "FP": 2559.98, + "IoU": 0.6354801462185136, + "TN": 96437248.7, + "TP": 11430.78, + "n_pred": 13990.76, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9665783185965094, + "FN": 54367.72, + "FP": 35513.14, + "IoU": 0.9365124401649914, + "TN": 95062224.08, + "TP": 1304855.9, + "n_pred": 1340369.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8637716364705398, + "FN": 42562.84, + "FP": 23701.54, + "IoU": 0.7896081603207175, + "TN": 96094334.64, + "TP": 296361.82, + "n_pred": 320063.36, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9411099526045621, + "FN": 7606.8, + "FP": 8693.68, + "IoU": 0.8896601531768488, + "TN": 96315897.98, + "TP": 124762.38, + "n_pred": 133456.06, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8889457956782514, + "FN": 8621.72, + "FP": 7667.86, + "IoU": 0.804619636942208, + "TN": 96371637.48, + "TP": 69033.78, + "n_pred": 76701.64, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9304445437631872, + "FN": 3171, + "FP": 10213, + "IoU": 0.869935764749327, + "TN": 119490417, + "TP": 89519, + "n_pred": 99732, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8215411389345451, + "FN": 11606, + "FP": 16081, + "IoU": 0.6971317931215543, + "TN": 119501904, + "TP": 63729, + "n_pred": 79810, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7498455836936381, + "FN": 1118, + "FP": 502, + "IoU": 0.599802371541502, + "TN": 119589272, + "TP": 2428, + "n_pred": 2930, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7947048147752749, + "FN": 743, + "FP": 1180, + "IoU": 0.6593445527015057, + "TN": 119587675, + "TP": 3722, + "n_pred": 4902, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5915020175316543, + "FN": 18748, + "FP": 28226, + "IoU": 0.41995233567538864, + "TN": 119512337, + "TP": 34009, + "n_pred": 62235, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38748917859143456, + "FN": 186612, + "FP": 5834, + "IoU": 0.24030175391502415, + "TN": 119340001, + "TP": 60873, + "n_pred": 66707, + "n_ref": 247485 + }, + "15": { + "Dice": 0.004370946299802603, + "FN": 32429, + "FP": 165287, + "IoU": 0.0021902599041130457, + "TN": 119395170, + "TP": 434, + "n_pred": 165721, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9551940188490496, + "FN": 4733, + "FP": 8032, + "IoU": 0.9142310018141504, + "TN": 119444490, + "TP": 136065, + "n_pred": 144097, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9593161190046775, + "FN": 6817, + "FP": 7056, + "IoU": 0.9218131812392213, + "TN": 119415886, + "TP": 163561, + "n_pred": 170617, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8719357476880492, + "FN": 15334, + "FP": 2987, + "IoU": 0.7729486559839387, + "TN": 119512629, + "TP": 62370, + "n_pred": 65357, + "n_ref": 77704 + }, + "5": { + "Dice": 0.23126348832646654, + "FN": 54834, + "FP": 7858, + "IoU": 0.13075067247164526, + "TN": 119521198, + "TP": 9430, + "n_pred": 17288, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9690775346172746, + "FN": 30259, + "FP": 43239, + "IoU": 0.9400101046954186, + "TN": 118368147, + "TP": 1151675, + "n_pred": 1194914, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 63268, + "IoU": 0.0, + "TN": 119530052, + "TP": 0, + "n_pred": 63268, + "n_ref": 0 + }, + "8": { + "Dice": 0.9059326000265966, + "FN": 24227, + "FP": 30240, + "IoU": 0.8280409415805824, + "TN": 119276576, + "TP": 262277, + "n_pred": 292517, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8668774627976699, + "FN": 13066, + "FP": 6427, + "IoU": 0.7650341726835501, + "TN": 119510359, + "TP": 63468, + "n_pred": 69895, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9595607179663346, + "FN": 9793, + "FP": 5275, + "IoU": 0.9222649841620322, + "TN": 72631822, + "TP": 178770, + "n_pred": 184045, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7842321603576037, + "FN": 12836, + "FP": 17767, + "IoU": 0.6450509174418335, + "TN": 72739442, + "TP": 55615, + "n_pred": 73382, + "n_ref": 68451 + }, + "11": { + "Dice": 0.728707935189032, + "FN": 493, + "FP": 813, + "IoU": 0.5732026143790849, + "TN": 72822600, + "TP": 1754, + "n_pred": 2567, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6986771190592846, + "FN": 735, + "FP": 1110, + "IoU": 0.5368975903614458, + "TN": 72821676, + "TP": 2139, + "n_pred": 3249, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7131305605469606, + "FN": 17640, + "FP": 8542, + "IoU": 0.5541592166879523, + "TN": 72766935, + "TP": 32543, + "n_pred": 41085, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8975856122197585, + "FN": 4022, + "FP": 12606, + "IoU": 0.8141998346257849, + "TN": 72736166, + "TP": 72866, + "n_pred": 85472, + "n_ref": 76888 + }, + "15": { + "Dice": 0.866924821735153, + "FN": 7892, + "FP": 2727, + "IoU": 0.7651079454963723, + "TN": 72780452, + "TP": 34589, + "n_pred": 37316, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9629111685281504, + "FN": 7083, + "FP": 2836, + "IoU": 0.9284751115886327, + "TN": 72686981, + "TP": 128760, + "n_pred": 131596, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9648779265130925, + "FN": 3962, + "FP": 5006, + "IoU": 0.9321392628241508, + "TN": 72693507, + "TP": 123185, + "n_pred": 128191, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8689785204628637, + "FN": 3505, + "FP": 3583, + "IoU": 0.7683130127807015, + "TN": 72795067, + "TP": 23505, + "n_pred": 27088, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8296258847320526, + "FN": 2075, + "FP": 621, + "IoU": 0.7088552915766738, + "TN": 72816400, + "TP": 6564, + "n_pred": 7185, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9631461481446306, + "FN": 41535, + "FP": 47716, + "IoU": 0.9289121571194972, + "TN": 71570157, + "TP": 1166252, + "n_pred": 1213968, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9072560067929115, + "FN": 24652, + "FP": 19147, + "IoU": 0.8302548560621328, + "TN": 72567632, + "TP": 214229, + "n_pred": 233376, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9329355814958927, + "FN": 4247, + "FP": 3509, + "IoU": 0.8743010874673841, + "TN": 72763957, + "TP": 53947, + "n_pred": 57456, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8665442260771644, + "FN": 13346, + "FP": 6564, + "IoU": 0.7645152515109581, + "TN": 72741111, + "TP": 64639, + "n_pred": 71203, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655519458610086, + "FN": 9642, + "FP": 8225, + "IoU": 0.9333981943295088, + "TN": 71541222, + "TP": 250399, + "n_pred": 258624, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8596982414838202, + "FN": 15571, + "FP": 9936, + "IoU": 0.7539217010438575, + "TN": 71705834, + "TP": 78147, + "n_pred": 88083, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7025477707006369, + "FN": 1163, + "FP": 705, + "IoU": 0.5414825724104074, + "TN": 71805414, + "TP": 2206, + "n_pred": 2911, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6155969634230504, + "FN": 3387, + "FP": 512, + "IoU": 0.44466600199401796, + "TN": 71802467, + "TP": 3122, + "n_pred": 3634, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8037100132500473, + "FN": 17195, + "FP": 5619, + "IoU": 0.6718354430379747, + "TN": 71739968, + "TP": 46706, + "n_pred": 52325, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8822014995452406, + "FN": 104116, + "FP": 7528, + "IoU": 0.7892312426491271, + "TN": 71279789, + "TP": 418055, + "n_pred": 425583, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8007156627829339, + "FN": 42150, + "FP": 26797, + "IoU": 0.6676612359008965, + "TN": 71602028, + "TP": 138513, + "n_pred": 165310, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9481645377284724, + "FN": 8030, + "FP": 7151, + "IoU": 0.9014380782340529, + "TN": 71655463, + "TP": 138844, + "n_pred": 145995, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9532354540511148, + "FN": 7942, + "FP": 9430, + "IoU": 0.9106493506493506, + "TN": 71615063, + "TP": 177053, + "n_pred": 186483, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7513936662317637, + "FN": 1305, + "FP": 7079, + "IoU": 0.6017858839175454, + "TN": 71788434, + "TP": 12670, + "n_pred": 19749, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8723717822754962, + "FN": 1464, + "FP": 1134, + "IoU": 0.7736342249716825, + "TN": 71798011, + "TP": 8879, + "n_pred": 10013, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9729450298189957, + "FN": 38009, + "FP": 29295, + "IoU": 0.947315438868406, + "TN": 70531998, + "TP": 1210186, + "n_pred": 1239481, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9405131666340663, + "FN": 16363, + "FP": 11312, + "IoU": 0.8877063282099557, + "TN": 71563036, + "TP": 218777, + "n_pred": 230089, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9379044953647018, + "FN": 6167, + "FP": 3773, + "IoU": 0.8830698287220027, + "TN": 71724480, + "TP": 75068, + "n_pred": 78841, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8690813317950331, + "FN": 13581, + "FP": 8887, + "IoU": 0.7684737693599745, + "TN": 71712445, + "TP": 74575, + "n_pred": 83462, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970893365718025, + "FN": 5733, + "FP": 6766, + "IoU": 0.9434332005792904, + "TN": 135224550, + "TP": 208461, + "n_pred": 215227, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8389312887607123, + "FN": 13575, + "FP": 13903, + "IoU": 0.7225509400432157, + "TN": 135346472, + "TP": 71560, + "n_pred": 85463, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7217319360176503, + "FN": 930, + "FP": 1088, + "IoU": 0.5646170442286947, + "TN": 135440875, + "TP": 2617, + "n_pred": 3705, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7376232375702322, + "FN": 2029, + "FP": 446, + "IoU": 0.584313066845818, + "TN": 135439556, + "TP": 3479, + "n_pred": 3925, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7608403318701951, + "FN": 10586, + "FP": 8266, + "IoU": 0.6139970105858024, + "TN": 135396671, + "TP": 29987, + "n_pred": 38253, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9078012222156896, + "FN": 11771, + "FP": 14888, + "IoU": 0.8311685021817191, + "TN": 135287607, + "TP": 131244, + "n_pred": 146132, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7137175758295246, + "FN": 15227, + "FP": 13711, + "IoU": 0.5548684817720351, + "TN": 135380500, + "TP": 36072, + "n_pred": 49783, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9632599370336159, + "FN": 10359, + "FP": 4835, + "IoU": 0.9291238676332018, + "TN": 135231136, + "TP": 199180, + "n_pred": 204015, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9557066649178786, + "FN": 15553, + "FP": 4034, + "IoU": 0.9151707023417165, + "TN": 135214611, + "TP": 211312, + "n_pred": 215346, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8531923966557691, + "FN": 3828, + "FP": 7533, + "IoU": 0.7439716951367918, + "TN": 135401136, + "TP": 33013, + "n_pred": 40546, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6622406982275444, + "FN": 12034, + "FP": 4297, + "IoU": 0.49503725920657987, + "TN": 135413169, + "TP": 16010, + "n_pred": 20307, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9664661776062007, + "FN": 47255, + "FP": 64826, + "IoU": 0.9351084179981056, + "TN": 133718306, + "TP": 1615123, + "n_pred": 1679949, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8982139546381559, + "FN": 17295, + "FP": 23880, + "IoU": 0.8152344626430335, + "TN": 135222660, + "TP": 181675, + "n_pred": 205555, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9164087789200569, + "FN": 32147, + "FP": 14826, + "IoU": 0.8457144734032944, + "TN": 135141055, + "TP": 257482, + "n_pred": 272308, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8622846840584747, + "FN": 18640, + "FP": 6720, + "IoU": 0.7579090058613513, + "TN": 135340756, + "TP": 79394, + "n_pred": 86114, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9175080711231487, + "FN": 10954, + "FP": 33148, + "IoU": 0.8475888333644362, + "TN": 105464643, + "TP": 245260, + "n_pred": 278408, + "n_ref": 256214 + }, + "10": { + "Dice": 0.41707046010224497, + "FN": 32339, + "FP": 46339, + "IoU": 0.2634801168276792, + "TN": 105647181, + "TP": 28146, + "n_pred": 74485, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6923845692584449, + "FN": 737, + "FP": 802, + "IoU": 0.5295016814429838, + "TN": 105750734, + "TP": 1732, + "n_pred": 2534, + "n_ref": 2469 + }, + "12": { + "Dice": 0.637114537444934, + "FN": 2090, + "FP": 546, + "IoU": 0.4674747474747475, + "TN": 105749055, + "TP": 2314, + "n_pred": 2860, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5923013272432397, + "FN": 36164, + "FP": 25425, + "IoU": 0.4207586031769917, + "TN": 105647678, + "TP": 44738, + "n_pred": 70163, + "n_ref": 80902 + }, + "14": { + "Dice": 0.953803857243809, + "FN": 11988, + "FP": 5924, + "IoU": 0.9116874152594602, + "TN": 105551180, + "TP": 184913, + "n_pred": 190837, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8197242636365399, + "FN": 6795, + "FP": 2502, + "IoU": 0.694519287638825, + "TN": 105723571, + "TP": 21137, + "n_pred": 23639, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9396205704007882, + "FN": 10794, + "FP": 7468, + "IoU": 0.8861173125132517, + "TN": 105593647, + "TP": 142096, + "n_pred": 149564, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9526855707273953, + "FN": 7640, + "FP": 8632, + "IoU": 0.9096461808409035, + "TN": 105573913, + "TP": 163820, + "n_pred": 172452, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7426681799711351, + "FN": 14353, + "FP": 4012, + "IoU": 0.5906699950965096, + "TN": 105709139, + "TP": 26501, + "n_pred": 30513, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7796931956257594, + "FN": 2098, + "FP": 3704, + "IoU": 0.6389321052959114, + "TN": 105737936, + "TP": 10267, + "n_pred": 13971, + "n_ref": 12365 + }, + "6": { + "Dice": 0.959933057623887, + "FN": 74528, + "FP": 47524, + "IoU": 0.9229531470645977, + "TN": 104169878, + "TP": 1462075, + "n_pred": 1509599, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8838543748739701, + "FN": 18542, + "FP": 47120, + "IoU": 0.7918808755570488, + "TN": 105438503, + "TP": 249840, + "n_pred": 296960, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9101590087101675, + "FN": 3610, + "FP": 13182, + "IoU": 0.8351300932744232, + "TN": 105652155, + "TP": 85058, + "n_pred": 98240, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8422975748126679, + "FN": 13489, + "FP": 9472, + "IoU": 0.7275596530571079, + "TN": 105669726, + "TP": 61318, + "n_pred": 70790, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685788537169979, + "FN": 8574, + "FP": 7301, + "IoU": 0.9390721309210375, + "TN": 96877326, + "TP": 244679, + "n_pred": 251980, + "n_ref": 253253 + }, + "10": { + "Dice": 0.837074951857749, + "FN": 12161, + "FP": 26927, + "IoU": 0.7198012917470126, + "TN": 96998379, + "TP": 100413, + "n_pred": 127340, + "n_ref": 112574 + }, + "11": { + "Dice": 0.81786133960047, + "FN": 777, + "FP": 463, + "IoU": 0.6918489065606361, + "TN": 97133856, + "TP": 2784, + "n_pred": 3247, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8259345794392523, + "FN": 983, + "FP": 507, + "IoU": 0.7034825870646766, + "TN": 97132855, + "TP": 3535, + "n_pred": 4042, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7648771488147287, + "FN": 10097, + "FP": 14372, + "IoU": 0.6192721218627955, + "TN": 97073611, + "TP": 39800, + "n_pred": 54172, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9499406898172186, + "FN": 13807, + "FP": 12611, + "IoU": 0.9046543186706897, + "TN": 96860804, + "TP": 250658, + "n_pred": 263269, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7950754051539477, + "FN": 3999, + "FP": 5472, + "IoU": 0.659854905904324, + "TN": 97110036, + "TP": 18373, + "n_pred": 23845, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9432535871241887, + "FN": 8366, + "FP": 7232, + "IoU": 0.8926016456088408, + "TN": 96992645, + "TP": 129637, + "n_pred": 136869, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9462195206977201, + "FN": 9177, + "FP": 7793, + "IoU": 0.897928495813685, + "TN": 96971624, + "TP": 149286, + "n_pred": 157079, + "n_ref": 158463 + }, + "4": { + "Dice": 0.912139645596403, + "FN": 1630, + "FP": 3353, + "IoU": 0.8384712632500243, + "TN": 97107031, + "TP": 25866, + "n_pred": 29219, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8192262152388876, + "FN": 1833, + "FP": 3816, + "IoU": 0.6938045422516126, + "TN": 97119431, + "TP": 12800, + "n_pred": 16616, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9754283193010543, + "FN": 42362, + "FP": 31093, + "IoU": 0.9520352140082903, + "TN": 95606444, + "TP": 1457981, + "n_pred": 1489074, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9477665001172111, + "FN": 9649, + "FP": 17312, + "IoU": 0.900718804545555, + "TN": 96866318, + "TP": 244601, + "n_pred": 261913, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9285393154806506, + "FN": 7234, + "FP": 11363, + "IoU": 0.8666107202031287, + "TN": 96998461, + "TP": 120822, + "n_pred": 132185, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8478892450385324, + "FN": 6417, + "FP": 15887, + "IoU": 0.7359442149004937, + "TN": 97053413, + "TP": 62163, + "n_pred": 78050, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624711382067584, + "FN": 4270, + "FP": 8928, + "IoU": 0.9276572186563032, + "TN": 130584355, + "TP": 169239, + "n_pred": 178167, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8703125597278322, + "FN": 8945, + "FP": 11411, + "IoU": 0.7704012001037683, + "TN": 130678133, + "TP": 68303, + "n_pred": 79714, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7658991910392035, + "FN": 972, + "FP": 909, + "IoU": 0.6206131504638968, + "TN": 130761834, + "TP": 3077, + "n_pred": 3986, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8217930601350291, + "FN": 711, + "FP": 424, + "IoU": 0.6974946695095949, + "TN": 130763040, + "TP": 2617, + "n_pred": 3041, + "n_ref": 3328 + }, + "13": { + "Dice": 0.798216276477146, + "FN": 15901, + "FP": 7086, + "IoU": 0.6641929499072357, + "TN": 130698339, + "TP": 45466, + "n_pred": 52552, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9521727784855788, + "FN": 4349, + "FP": 11230, + "IoU": 0.9087116262444552, + "TN": 130596135, + "TP": 155078, + "n_pred": 166308, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6038273274531158, + "FN": 3563, + "FP": 29540, + "IoU": 0.4324875707183268, + "TN": 130708462, + "TP": 25227, + "n_pred": 54767, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9578477680715384, + "FN": 8766, + "FP": 5102, + "IoU": 0.919105423109903, + "TN": 130595359, + "TP": 157565, + "n_pred": 162667, + "n_ref": 166331 + }, + "3": { + "Dice": 0.954244033792481, + "FN": 4810, + "FP": 10653, + "IoU": 0.9124920771459616, + "TN": 130590088, + "TP": 161241, + "n_pred": 171894, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9015632306767319, + "FN": 2945, + "FP": 2949, + "IoU": 0.8207693477269272, + "TN": 130733907, + "TP": 26991, + "n_pred": 29940, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7349453978159126, + "FN": 7754, + "FP": 9236, + "IoU": 0.5809594277962757, + "TN": 130726247, + "TP": 23555, + "n_pred": 32791, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9667246612922029, + "FN": 26907, + "FP": 63289, + "IoU": 0.9355925038346297, + "TN": 129366396, + "TP": 1310200, + "n_pred": 1373489, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9451618320439762, + "FN": 23439, + "FP": 25543, + "IoU": 0.8960254385518026, + "TN": 130295696, + "TP": 422114, + "n_pred": 447657, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9035599505562423, + "FN": 10924, + "FP": 35888, + "IoU": 0.8240851390047575, + "TN": 130500686, + "TP": 219294, + "n_pred": 255182, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8963607835197651, + "FN": 13482, + "FP": 6994, + "IoU": 0.8121864193793971, + "TN": 130657769, + "TP": 88547, + "n_pred": 95541, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9146331046567533, + "FN": 13459, + "FP": 21520, + "IoU": 0.8426948606788869, + "TN": 72013644, + "TP": 187385, + "n_pred": 208905, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5078823871034218, + "FN": 35553, + "FP": 16984, + "IoU": 0.3403769131291825, + "TN": 72156361, + "TP": 27110, + "n_pred": 44094, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6781838316722038, + "FN": 1156, + "FP": 297, + "IoU": 0.5130697050938338, + "TN": 72233024, + "TP": 1531, + "n_pred": 1828, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6493703535123654, + "FN": 1931, + "FP": 380, + "IoU": 0.4807908335205572, + "TN": 72231557, + "TP": 2140, + "n_pred": 2520, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6212382913704909, + "FN": 33032, + "FP": 12580, + "IoU": 0.4505769833048255, + "TN": 72152990, + "TP": 37406, + "n_pred": 49986, + "n_ref": 70438 + }, + "14": { + "Dice": 0.5224146589691968, + "FN": 15071, + "FP": 92390, + "IoU": 0.35355971967395555, + "TN": 72069773, + "TP": 58774, + "n_pred": 151164, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5299503347009286, + "FN": 3774, + "FP": 39762, + "IoU": 0.36049825200505303, + "TN": 72167930, + "TP": 24542, + "n_pred": 64304, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9406585234644473, + "FN": 8392, + "FP": 6610, + "IoU": 0.8879653485680147, + "TN": 72102103, + "TP": 118903, + "n_pred": 125513, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9385770918373348, + "FN": 8671, + "FP": 12215, + "IoU": 0.8842630817739013, + "TN": 72055547, + "TP": 159575, + "n_pred": 171790, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 89568, + "IoU": 0.0, + "TN": 72146440, + "TP": 0, + "n_pred": 89568, + "n_ref": 0 + }, + "5": { + "Dice": 0.7994510880219565, + "FN": 71, + "FP": 4021, + "IoU": 0.6659046374918354, + "TN": 72223760, + "TP": 8156, + "n_pred": 12177, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9153168274122904, + "FN": 187707, + "FP": 57297, + "IoU": 0.843856391012903, + "TN": 70666914, + "TP": 1324090, + "n_pred": 1381387, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.705078825492367, + "FN": 113181, + "FP": 75949, + "IoU": 0.544495556465403, + "TN": 71820798, + "TP": 226080, + "n_pred": 302029, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9330993216623715, + "FN": 4578, + "FP": 4456, + "IoU": 0.8745887415839523, + "TN": 72163973, + "TP": 63001, + "n_pred": 67457, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6795621706144669, + "FN": 20285, + "FP": 7380, + "IoU": 0.5146491228070176, + "TN": 72179008, + "TP": 29335, + "n_pred": 36715, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9081717862927406, + "FN": 7969, + "FP": 8416, + "IoU": 0.8317899967148489, + "TN": 52455712, + "TP": 81023, + "n_pred": 89439, + "n_ref": 88992 + }, + "10": { + "Dice": 0.35537583835224845, + "FN": 32639, + "FP": 20128, + "IoU": 0.21608331352507726, + "TN": 52485808, + "TP": 14545, + "n_pred": 34673, + "n_ref": 47184 + }, + "11": { + "Dice": 0.019074868860276584, + "FN": 2022, + "FP": 35, + "IoU": 0.009629272989889264, + "TN": 52551043, + "TP": 20, + "n_pred": 55, + "n_ref": 2042 + }, + "12": { + "Dice": 0.24141920555341304, + "FN": 3440, + "FP": 494, + "IoU": 0.13728070175438598, + "TN": 52548560, + "TP": 626, + "n_pred": 1120, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4497751977690513, + "FN": 13712, + "FP": 5624, + "IoU": 0.29013546752817654, + "TN": 52525881, + "TP": 7903, + "n_pred": 13527, + "n_ref": 21615 + }, + "14": { + "Dice": 0.7656246960648914, + "FN": 16477, + "FP": 7621, + "IoU": 0.6202527656087491, + "TN": 52489662, + "TP": 39360, + "n_pred": 46981, + "n_ref": 55837 + }, + "15": { + "Dice": 0.19395394691889464, + "FN": 15334, + "FP": 67243, + "IoU": 0.10739147353856797, + "TN": 52460608, + "TP": 9935, + "n_pred": 77178, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7545915939024879, + "FN": 50255, + "FP": 4916, + "IoU": 0.6058989085090577, + "TN": 52413128, + "TP": 84821, + "n_pred": 89737, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8330223264156584, + "FN": 10732, + "FP": 42331, + "IoU": 0.713828846319786, + "TN": 52367696, + "TP": 132361, + "n_pred": 174692, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 914, + "IoU": 0.0, + "TN": 52550326, + "TP": 0, + "n_pred": 914, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7923234092235844, + "FN": 853, + "FP": 1993, + "IoU": 0.65607250755287, + "TN": 52544845, + "TP": 5429, + "n_pred": 7422, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9374958746009391, + "FN": 55567, + "FP": 40074, + "IoU": 0.8823456325393838, + "TN": 51740222, + "TP": 717257, + "n_pred": 757331, + "n_ref": 772824 + }, + "7": { + "Dice": 0.552907386878968, + "FN": 116253, + "FP": 7969, + "IoU": 0.3820815488004457, + "TN": 52352087, + "TP": 76811, + "n_pred": 84780, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9080999778809998, + "FN": 8213, + "FP": 2174, + "IoU": 0.8316695297053771, + "TN": 52491414, + "TP": 51319, + "n_pred": 53493, + "n_ref": 59532 + }, + "9": { + "Dice": 0.848912613681297, + "FN": 13683, + "FP": 9243, + "IoU": 0.7374875476623957, + "TN": 52465787, + "TP": 64407, + "n_pred": 73650, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972830795353335, + "FN": 12555, + "FP": 3094, + "IoU": 0.9470988722719529, + "TN": 143841434, + "TP": 280167, + "n_pred": 283261, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8838153431892913, + "FN": 12940, + "FP": 9497, + "IoU": 0.7918182155581948, + "TN": 144029474, + "TP": 85339, + "n_pred": 94836, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6915639137762796, + "FN": 2721, + "FP": 756, + "IoU": 0.528542372881356, + "TN": 144129875, + "TP": 3898, + "n_pred": 4654, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6855442700318046, + "FN": 2305, + "FP": 760, + "IoU": 0.5215423040899158, + "TN": 144130844, + "TP": 3341, + "n_pred": 4101, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8478322381865627, + "FN": 23400, + "FP": 5640, + "IoU": 0.7358583240101509, + "TN": 144027309, + "TP": 80901, + "n_pred": 86541, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9609625635870724, + "FN": 15749, + "FP": 16290, + "IoU": 0.9248584602539507, + "TN": 143710868, + "TP": 394343, + "n_pred": 410633, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8223874952729107, + "FN": 3094, + "FP": 5360, + "IoU": 0.6983515307214729, + "TN": 144109224, + "TP": 19572, + "n_pred": 24932, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9630882816434029, + "FN": 5113, + "FP": 5076, + "IoU": 0.928804511120583, + "TN": 143994137, + "TP": 132924, + "n_pred": 138000, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9622483293504858, + "FN": 6085, + "FP": 7106, + "IoU": 0.9272433440152673, + "TN": 143955947, + "TP": 168112, + "n_pred": 175218, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9253976805512235, + "FN": 2216, + "FP": 5677, + "IoU": 0.861153622882474, + "TN": 144080403, + "TP": 48954, + "n_pred": 54631, + "n_ref": 51170 + }, + "5": { + "Dice": 0.767737874602231, + "FN": 10177, + "FP": 3107, + "IoU": 0.6230313005476886, + "TN": 144102011, + "TP": 21955, + "n_pred": 25062, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9766183723285591, + "FN": 36090, + "FP": 27235, + "IoU": 0.9543051642921467, + "TN": 142751426, + "TP": 1322499, + "n_pred": 1349734, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9426339724729768, + "FN": 14216, + "FP": 14368, + "IoU": 0.8914925843396133, + "TN": 143873821, + "TP": 234845, + "n_pred": 249213, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8885865376512927, + "FN": 12943, + "FP": 41266, + "IoU": 0.7995103242437579, + "TN": 143866867, + "TP": 216174, + "n_pred": 257440, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8870356330553449, + "FN": 9635, + "FP": 11970, + "IoU": 0.7970027247956403, + "TN": 144030820, + "TP": 84825, + "n_pred": 96795, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9649639029174742, + "FN": 9375, + "FP": 5485, + "IoU": 0.9322997580832539, + "TN": 111559423, + "TP": 204637, + "n_pred": 210122, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6586772301058015, + "FN": 19730, + "FP": 7498, + "IoU": 0.49106542056074765, + "TN": 111725420, + "TP": 26272, + "n_pred": 33770, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7322471564709498, + "FN": 1413, + "FP": 329, + "IoU": 0.5775945683802134, + "TN": 111774796, + "TP": 2382, + "n_pred": 2711, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6251632564214192, + "FN": 2506, + "FP": 77, + "IoU": 0.45471817606079795, + "TN": 111774183, + "TP": 2154, + "n_pred": 2231, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7436599660404228, + "FN": 12212, + "FP": 15868, + "IoU": 0.5919257095522518, + "TN": 111710109, + "TP": 40731, + "n_pred": 56599, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8808847190588629, + "FN": 7663, + "FP": 15139, + "IoU": 0.7871259860897166, + "TN": 111671805, + "TP": 84313, + "n_pred": 99452, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6518766294456195, + "FN": 4106, + "FP": 2971, + "IoU": 0.4835437495438955, + "TN": 111765217, + "TP": 6626, + "n_pred": 9597, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9635458887185147, + "FN": 8996, + "FP": 5934, + "IoU": 0.9296561017324482, + "TN": 111566677, + "TP": 197313, + "n_pred": 203247, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9379048452504669, + "FN": 3422, + "FP": 4525, + "IoU": 0.8830704490612677, + "TN": 111710956, + "TP": 60017, + "n_pred": 64542, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8630750737624303, + "FN": 2883, + "FP": 2129, + "IoU": 0.7591311034217608, + "TN": 111758112, + "TP": 15796, + "n_pred": 17925, + "n_ref": 18679 + }, + "5": { + "Dice": 0.7257146257761203, + "FN": 8124, + "FP": 5703, + "IoU": 0.569507145303403, + "TN": 111746801, + "TP": 18292, + "n_pred": 23995, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9721130600101916, + "FN": 26249, + "FP": 43088, + "IoU": 0.9457392853146186, + "TN": 110501071, + "TP": 1208512, + "n_pred": 1251600, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9293973411797316, + "FN": 20446, + "FP": 12667, + "IoU": 0.8681067000187207, + "TN": 111527861, + "TP": 217946, + "n_pred": 230613, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9117052272063395, + "FN": 33797, + "FP": 13357, + "IoU": 0.8377373943145804, + "TN": 111488317, + "TP": 243449, + "n_pred": 256806, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8792786627634364, + "FN": 10956, + "FP": 8096, + "IoU": 0.7845649346978006, + "TN": 111690485, + "TP": 69383, + "n_pred": 77479, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.871600923438922, + "FN": 8345, + "FP": 37929, + "IoU": 0.7724225777419307, + "TN": 198884542, + "TP": 157059, + "n_pred": 194988, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7804095015283731, + "FN": 17427, + "FP": 8291, + "IoU": 0.6398947044162536, + "TN": 199016457, + "TP": 45700, + "n_pred": 53991, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7400903161063723, + "FN": 1485, + "FP": 587, + "IoU": 0.5874153723616089, + "TN": 199082853, + "TP": 2950, + "n_pred": 3537, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7499592236176806, + "FN": 1036, + "FP": 497, + "IoU": 0.5999478079331941, + "TN": 199084043, + "TP": 2299, + "n_pred": 2796, + "n_ref": 3335 + }, + "13": { + "Dice": 0.44996154327722826, + "FN": 23016, + "FP": 7735, + "IoU": 0.2902905675182903, + "TN": 199044546, + "TP": 12578, + "n_pred": 20313, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6060480832340716, + "FN": 22017, + "FP": 10395, + "IoU": 0.43476971905899586, + "TN": 199030532, + "TP": 24931, + "n_pred": 35326, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8904097302651334, + "FN": 24399, + "FP": 3704, + "IoU": 0.8024671399451747, + "TN": 198945605, + "TP": 114167, + "n_pred": 117871, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9433993586115828, + "FN": 4554, + "FP": 10448, + "IoU": 0.8928627540599603, + "TN": 198947849, + "TP": 125024, + "n_pred": 135472, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9572791129708953, + "FN": 8205, + "FP": 3454, + "IoU": 0.9180588255965141, + "TN": 198945590, + "TP": 130626, + "n_pred": 134080, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8629259543940558, + "FN": 1964, + "FP": 2851, + "IoU": 0.7589004055881028, + "TN": 199067904, + "TP": 15156, + "n_pred": 18007, + "n_ref": 17120 + }, + "5": { + "Dice": 0.621706418105943, + "FN": 9863, + "FP": 2556, + "IoU": 0.4510696605374823, + "TN": 199065251, + "TP": 10205, + "n_pred": 12761, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9566221709490241, + "FN": 67077, + "FP": 31587, + "IoU": 0.9168511581457869, + "TN": 197901280, + "TP": 1087931, + "n_pred": 1119518, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8938314278117522, + "FN": 21708, + "FP": 10236, + "IoU": 0.8080426892291421, + "TN": 198921463, + "TP": 134468, + "n_pred": 144704, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9089887826072591, + "FN": 8311, + "FP": 13725, + "IoU": 0.8331617201695942, + "TN": 198955795, + "TP": 110044, + "n_pred": 123769, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9148112153870701, + "FN": 8797, + "FP": 8822, + "IoU": 0.8429972999705937, + "TN": 198975654, + "TP": 94602, + "n_pred": 103424, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431475716922398, + "FN": 13189, + "FP": 7449, + "IoU": 0.8924117941446326, + "TN": 130883368, + "TP": 171186, + "n_pred": 178635, + "n_ref": 184375 + }, + "10": { + "Dice": 0.849752537841841, + "FN": 12155, + "FP": 12799, + "IoU": 0.7387562814070352, + "TN": 130979672, + "TP": 70566, + "n_pred": 83365, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7351298858946346, + "FN": 1043, + "FP": 1139, + "IoU": 0.5811900191938579, + "TN": 131069982, + "TP": 3028, + "n_pred": 4167, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7820882761568879, + "FN": 976, + "FP": 1063, + "IoU": 0.6421551421551421, + "TN": 131069494, + "TP": 3659, + "n_pred": 4722, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5307908953770928, + "FN": 54444, + "FP": 8697, + "IoU": 0.3612766172677153, + "TN": 130976337, + "TP": 35714, + "n_pred": 44411, + "n_ref": 90158 + }, + "14": { + "Dice": 0.885668648212492, + "FN": 2829, + "FP": 11057, + "IoU": 0.7947982857987291, + "TN": 131007522, + "TP": 53784, + "n_pred": 64841, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7811956745926515, + "FN": 1066, + "FP": 13786, + "IoU": 0.6409524960715581, + "TN": 131033827, + "TP": 26513, + "n_pred": 40299, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9352704160506994, + "FN": 8102, + "FP": 12959, + "IoU": 0.8784112230465029, + "TN": 130901977, + "TP": 152154, + "n_pred": 165113, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9460213711306136, + "FN": 9729, + "FP": 10851, + "IoU": 0.8975716824025364, + "TN": 130874271, + "TP": 180341, + "n_pred": 191192, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8263345525255799, + "FN": 19536, + "FP": 2970, + "IoU": 0.7040631163708087, + "TN": 130999142, + "TP": 53544, + "n_pred": 56514, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8245304335545827, + "FN": 3022, + "FP": 1948, + "IoU": 0.7014477082957891, + "TN": 131058545, + "TP": 11677, + "n_pred": 13625, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9716987444884564, + "FN": 52143, + "FP": 30330, + "IoU": 0.9449553224605084, + "TN": 129576900, + "TP": 1415819, + "n_pred": 1446149, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8841171636955065, + "FN": 49299, + "FP": 141508, + "IoU": 0.7923028609557854, + "TN": 130156513, + "TP": 727872, + "n_pred": 869380, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8934085621046215, + "FN": 8003, + "FP": 20675, + "IoU": 0.8073517754698983, + "TN": 130926330, + "TP": 120184, + "n_pred": 140859, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7544919638273506, + "FN": 17778, + "FP": 13307, + "IoU": 0.6057704502219404, + "TN": 130996342, + "TP": 47765, + "n_pred": 61072, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9405402022965078, + "FN": 5110, + "FP": 21496, + "IoU": 0.887754499354523, + "TN": 101380166, + "TP": 210428, + "n_pred": 231924, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8663081485415837, + "FN": 6678, + "FP": 5404, + "IoU": 0.7641478126769087, + "TN": 101565973, + "TP": 39145, + "n_pred": 44549, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8407867494824016, + "FN": 898, + "FP": 640, + "IoU": 0.7253080907304876, + "TN": 101611601, + "TP": 4061, + "n_pred": 4701, + "n_ref": 4959 + }, + "12": { + "Dice": 0.769580760480988, + "FN": 1938, + "FP": 189, + "IoU": 0.6254622292657158, + "TN": 101611521, + "TP": 3552, + "n_pred": 3741, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9023059899796797, + "FN": 5245, + "FP": 6630, + "IoU": 0.8220013790208952, + "TN": 101550486, + "TP": 54839, + "n_pred": 61469, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9198948449870067, + "FN": 884, + "FP": 9720, + "IoU": 0.8516715624562876, + "TN": 101545710, + "TP": 60886, + "n_pred": 70606, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8672049149132822, + "FN": 1365, + "FP": 8405, + "IoU": 0.765544383384128, + "TN": 101575529, + "TP": 31901, + "n_pred": 40306, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9706492422862448, + "FN": 7155, + "FP": 2835, + "IoU": 0.9429722910411125, + "TN": 101442022, + "TP": 165188, + "n_pred": 168023, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9736053202853107, + "FN": 3444, + "FP": 5748, + "IoU": 0.9485681673213147, + "TN": 101438478, + "TP": 169530, + "n_pred": 175278, + "n_ref": 172974 + }, + "4": { + "Dice": 0.8897662756851783, + "FN": 776, + "FP": 3049, + "IoU": 0.8014224898764407, + "TN": 101597938, + "TP": 15437, + "n_pred": 18486, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8135604758419986, + "FN": 6469, + "FP": 4486, + "IoU": 0.6857159250652667, + "TN": 101582343, + "TP": 23902, + "n_pred": 28388, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9792522489386752, + "FN": 50741, + "FP": 12099, + "IoU": 0.9593479367654698, + "TN": 100071399, + "TP": 1482961, + "n_pred": 1495060, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9628234423023526, + "FN": 27322, + "FP": 3607, + "IoU": 0.9283119977563457, + "TN": 101185761, + "TP": 400510, + "n_pred": 404117, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9629390771590548, + "FN": 10962, + "FP": 6048, + "IoU": 0.9285270093112373, + "TN": 101379208, + "TP": 220982, + "n_pred": 227030, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9459062620950649, + "FN": 4014, + "FP": 4791, + "IoU": 0.897364463975568, + "TN": 101531411, + "TP": 76984, + "n_pred": 81775, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723887609045078, + "FN": 7717, + "FP": 3861, + "IoU": 0.9462613135298213, + "TN": 118966762, + "TP": 203872, + "n_pred": 207733, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8784693098903317, + "FN": 11099, + "FP": 8172, + "IoU": 0.7832771030139452, + "TN": 119093292, + "TP": 69649, + "n_pred": 77821, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7083218895907718, + "FN": 1459, + "FP": 665, + "IoU": 0.5483733786944504, + "TN": 119177509, + "TP": 2579, + "n_pred": 3244, + "n_ref": 4038 + }, + "12": { + "Dice": 0.668140288829944, + "FN": 1868, + "FP": 384, + "IoU": 0.5016596592166408, + "TN": 119177693, + "TP": 2267, + "n_pred": 2651, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7788828950325916, + "FN": 5353, + "FP": 10387, + "IoU": 0.6378445538631449, + "TN": 119138750, + "TP": 27722, + "n_pred": 38109, + "n_ref": 33075 + }, + "14": { + "Dice": 0.11131999307998386, + "FN": 61041, + "FP": 16012, + "IoU": 0.058940631908059454, + "TN": 119100333, + "TP": 4826, + "n_pred": 20838, + "n_ref": 65867 + }, + "15": { + "Dice": 0.44952071737786026, + "FN": 9090, + "FP": 19394, + "IoU": 0.28992371740539463, + "TN": 119142098, + "TP": 11630, + "n_pred": 31024, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9495930263088799, + "FN": 12655, + "FP": 6543, + "IoU": 0.9040239165321029, + "TN": 118982183, + "TP": 180831, + "n_pred": 187374, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9656372966797832, + "FN": 10618, + "FP": 2647, + "IoU": 0.9335577293923776, + "TN": 118982565, + "TP": 186382, + "n_pred": 189029, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8793041041508552, + "FN": 5683, + "FP": 4654, + "IoU": 0.7846054468546185, + "TN": 119134221, + "TP": 37654, + "n_pred": 42308, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8784658040665434, + "FN": 2514, + "FP": 1694, + "IoU": 0.7832715286361763, + "TN": 119162796, + "TP": 15208, + "n_pred": 16902, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9717054242341887, + "FN": 53089, + "FP": 45088, + "IoU": 0.9449679567846807, + "TN": 117398215, + "TP": 1685820, + "n_pred": 1730908, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9529649354522602, + "FN": 18038, + "FP": 9561, + "IoU": 0.9101557032035861, + "TN": 118875025, + "TP": 279588, + "n_pred": 289149, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9609819463321345, + "FN": 2267, + "FP": 4221, + "IoU": 0.924894368235226, + "TN": 119095827, + "TP": 79897, + "n_pred": 84118, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9364351088489019, + "FN": 7147, + "FP": 3493, + "IoU": 0.8804682409508616, + "TN": 119093198, + "TP": 78374, + "n_pred": 81867, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 54802, + "IoU": 0.0, + "TN": 61277678, + "TP": 0, + "n_pred": 54802, + "n_ref": 0 + }, + "10": { + "Dice": 0.7507044048310136, + "FN": 7918, + "FP": 9689, + "IoU": 0.6009021465648163, + "TN": 61288363, + "TP": 26510, + "n_pred": 36199, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8665588857107325, + "FN": 380, + "FP": 693, + "IoU": 0.7645380732938336, + "TN": 61327923, + "TP": 3484, + "n_pred": 4177, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7668738898756661, + "FN": 1396, + "FP": 704, + "IoU": 0.6218941303564999, + "TN": 61326926, + "TP": 3454, + "n_pred": 4158, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6530428671820099, + "FN": 17848, + "FP": 19181, + "IoU": 0.4848282482574398, + "TN": 61260603, + "TP": 34848, + "n_pred": 54029, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9609988197108291, + "FN": 10030, + "FP": 11118, + "IoU": 0.9249256285188893, + "TN": 61050786, + "TP": 260546, + "n_pred": 271664, + "n_ref": 270576 + }, + "15": { + "Dice": 0.812594225324782, + "FN": 16570, + "FP": 21095, + "IoU": 0.6843441750542645, + "TN": 61213157, + "TP": 81658, + "n_pred": 102753, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9632977908652418, + "FN": 6863, + "FP": 4878, + "IoU": 0.9291943070799662, + "TN": 61166660, + "TP": 154079, + "n_pred": 158957, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9624405536075016, + "FN": 6916, + "FP": 2585, + "IoU": 0.9276003962508573, + "TN": 61201250, + "TP": 121729, + "n_pred": 124314, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9535596471936926, + "FN": 1431, + "FP": 2539, + "IoU": 0.9112412806295832, + "TN": 61287752, + "TP": 40758, + "n_pred": 43297, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7471764641066608, + "FN": 1791, + "FP": 2798, + "IoU": 0.5963940193491645, + "TN": 61321110, + "TP": 6781, + "n_pred": 9579, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9737179341762545, + "FN": 25698, + "FP": 38023, + "IoU": 0.9487819836301044, + "TN": 60088367, + "TP": 1180392, + "n_pred": 1218415, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4014430387446019, + "FN": 151426, + "FP": 6028, + "IoU": 0.2511283917148225, + "TN": 61122225, + "TP": 52801, + "n_pred": 58829, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9387786503488641, + "FN": 2897, + "FP": 7448, + "IoU": 0.8846209611759851, + "TN": 61242819, + "TP": 79316, + "n_pred": 86764, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8730941569181728, + "FN": 5308, + "FP": 11572, + "IoU": 0.7747711685747071, + "TN": 61257534, + "TP": 58066, + "n_pred": 69638, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801045169268296, + "FN": 3579, + "FP": 3468, + "IoU": 0.960985251129418, + "TN": 148926876, + "TP": 173577, + "n_pred": 177045, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8936816442162324, + "FN": 7187, + "FP": 8425, + "IoU": 0.8077978997131495, + "TN": 149026273, + "TP": 65615, + "n_pred": 74040, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7567201264964988, + "FN": 929, + "FP": 148, + "IoU": 0.6086482558139535, + "TN": 149104748, + "TP": 1675, + "n_pred": 1823, + "n_ref": 2604 + }, + "12": { + "Dice": 0.626984126984127, + "FN": 1070, + "FP": 152, + "IoU": 0.45664739884393063, + "TN": 149105251, + "TP": 1027, + "n_pred": 1179, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7483845701977677, + "FN": 27037, + "FP": 11513, + "IoU": 0.5979349186483104, + "TN": 149011620, + "TP": 57330, + "n_pred": 68843, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9191035307145777, + "FN": 4259, + "FP": 11374, + "IoU": 0.8503159708923784, + "TN": 149003060, + "TP": 88807, + "n_pred": 100181, + "n_ref": 93066 + }, + "15": { + "Dice": 0.861236863928654, + "FN": 6368, + "FP": 3839, + "IoU": 0.7562914856024068, + "TN": 149065618, + "TP": 31675, + "n_pred": 35514, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9657925243600589, + "FN": 2878, + "FP": 8040, + "IoU": 0.9338479435786821, + "TN": 148942456, + "TP": 154126, + "n_pred": 162166, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8659686812688946, + "FN": 7523, + "FP": 8748, + "IoU": 0.7636197228114013, + "TN": 149038666, + "TP": 52563, + "n_pred": 61311, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9069298048889886, + "FN": 1569, + "FP": 3411, + "IoU": 0.8297086581862946, + "TN": 149078256, + "TP": 24264, + "n_pred": 27675, + "n_ref": 25833 + }, + "5": { + "Dice": 0.5564634401843704, + "FN": 20436, + "FP": 734, + "IoU": 0.3854862119013062, + "TN": 149073050, + "TP": 13280, + "n_pred": 14014, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9752020461189137, + "FN": 25676, + "FP": 29269, + "IoU": 0.9516042088351716, + "TN": 147972174, + "TP": 1080381, + "n_pred": 1109650, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9437384620797049, + "FN": 20292, + "FP": 10093, + "IoU": 0.893470440983641, + "TN": 148822274, + "TP": 254841, + "n_pred": 264934, + "n_ref": 275133 + }, + "8": { + "Dice": 0.965341995072531, + "FN": 10627, + "FP": 5058, + "IoU": 0.9330058729311266, + "TN": 148873375, + "TP": 218440, + "n_pred": 223498, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9076809234867544, + "FN": 10822, + "FP": 4773, + "IoU": 0.8309668328636463, + "TN": 149015240, + "TP": 76665, + "n_pred": 81438, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794646243258551, + "FN": 17940, + "FP": 2907, + "IoU": 0.9597556808639198, + "TN": 100194789, + "TP": 497164, + "n_pred": 500071, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5496500504294141, + "FN": 20487, + "FP": 8983, + "IoU": 0.37897753614026214, + "TN": 100665346, + "TP": 17984, + "n_pred": 26967, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5998826635376944, + "FN": 1436, + "FP": 1292, + "IoU": 0.428451707521475, + "TN": 100708027, + "TP": 2045, + "n_pred": 3337, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6002098635886673, + "FN": 3013, + "FP": 797, + "IoU": 0.4287856071964018, + "TN": 100706130, + "TP": 2860, + "n_pred": 3657, + "n_ref": 5873 + }, + "13": { + "Dice": 4.890453834115806e-05, + "FN": 39154, + "FP": 1740, + "IoU": 2.4452867098667318e-05, + "TN": 100671905, + "TP": 1, + "n_pred": 1741, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8645903234731944, + "FN": 17968, + "FP": 24609, + "IoU": 0.7614787343700982, + "TN": 100534296, + "TP": 135927, + "n_pred": 160536, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8794302424827548, + "FN": 988, + "FP": 24863, + "IoU": 0.7848063331918188, + "TN": 100592671, + "TP": 94278, + "n_pred": 119141, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8478455685367647, + "FN": 53871, + "FP": 10478, + "IoU": 0.7358784077755979, + "TN": 100469166, + "TP": 179285, + "n_pred": 189763, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8755258385660182, + "FN": 11032, + "FP": 49508, + "IoU": 0.7786091211286766, + "TN": 100439347, + "TP": 212913, + "n_pred": 262421, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6668666337309149, + "FN": 959, + "FP": 55683, + "IoU": 0.5002249966912251, + "TN": 100599465, + "TP": 56693, + "n_pred": 112376, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6554260089686099, + "FN": 7338, + "FP": 2267, + "IoU": 0.48745997865528284, + "TN": 100694060, + "TP": 9135, + "n_pred": 11402, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9489672905721891, + "FN": 130202, + "FP": 79301, + "IoU": 0.9028903497102512, + "TN": 98555414, + "TP": 1947883, + "n_pred": 2027184, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6343768425031807, + "FN": 59862, + "FP": 69743, + "IoU": 0.4645328683983292, + "TN": 100470759, + "TP": 112436, + "n_pred": 182179, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9387146796913448, + "FN": 4907, + "FP": 8293, + "IoU": 0.8845073626556307, + "TN": 100598507, + "TP": 101093, + "n_pred": 109386, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8310447481306111, + "FN": 13222, + "FP": 22817, + "IoU": 0.710929478952772, + "TN": 100588128, + "TP": 88633, + "n_pred": 111450, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723618090452262, + "FN": 1208, + "FP": 3148, + "IoU": 0.9462102689486552, + "TN": 78869718, + "TP": 76626, + "n_pred": 79774, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7376522860828436, + "FN": 13211, + "FP": 5093, + "IoU": 0.5843495242636874, + "TN": 78906663, + "TP": 25733, + "n_pred": 30826, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5481997677119629, + "FN": 660, + "FP": 507, + "IoU": 0.3776, + "TN": 78948825, + "TP": 708, + "n_pred": 1215, + "n_ref": 1368 + }, + "12": { + "Dice": 0.43109724388975557, + "FN": 1731, + "FP": 457, + "IoU": 0.27477626781571096, + "TN": 78947683, + "TP": 829, + "n_pred": 1286, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6032588351866124, + "FN": 32008, + "FP": 4028, + "IoU": 0.4319045291882774, + "TN": 78887267, + "TP": 27397, + "n_pred": 31425, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5831897376986406, + "FN": 15085, + "FP": 2331, + "IoU": 0.41162162162162164, + "TN": 78921100, + "TP": 12184, + "n_pred": 14515, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9134095247146783, + "FN": 1455, + "FP": 9478, + "IoU": 0.8406198521801245, + "TN": 78882103, + "TP": 57664, + "n_pred": 67142, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9541440200121009, + "FN": 6290, + "FP": 2729, + "IoU": 0.9123091881380652, + "TN": 78847850, + "TP": 93831, + "n_pred": 96560, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9626606601725319, + "FN": 1764, + "FP": 4668, + "IoU": 0.9280094017572332, + "TN": 78861355, + "TP": 82913, + "n_pred": 87581, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8942392201773777, + "FN": 340, + "FP": 3631, + "IoU": 0.8087094754082567, + "TN": 78929941, + "TP": 16788, + "n_pred": 20419, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5664503441494592, + "FN": 20396, + "FP": 1650, + "IoU": 0.3951382791922739, + "TN": 78914252, + "TP": 14402, + "n_pred": 16052, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9669828032787117, + "FN": 22030, + "FP": 24752, + "IoU": 0.9360761915172715, + "TN": 78218860, + "TP": 685058, + "n_pred": 709810, + "n_ref": 707088 + }, + "7": { + "Dice": 0.8637872463425778, + "FN": 165278, + "FP": 10024, + "IoU": 0.7602337181677306, + "TN": 78219563, + "TP": 555835, + "n_pred": 565859, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9228034559652165, + "FN": 42462, + "FP": 5831, + "IoU": 0.8566713856217297, + "TN": 78613761, + "TP": 288646, + "n_pred": 294477, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7342457859098113, + "FN": 18825, + "FP": 8844, + "IoU": 0.5800855946093608, + "TN": 78884808, + "TP": 38223, + "n_pred": 47067, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809766046627237, + "FN": 4149, + "FP": 1438, + "IoU": 0.9626634767674203, + "TN": 104854801, + "TP": 144052, + "n_pred": 145490, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9097233763331175, + "FN": 7862, + "FP": 7891, + "IoU": 0.8343968462549277, + "TN": 104909315, + "TP": 79372, + "n_pred": 87263, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8757801982621466, + "FN": 753, + "FP": 262, + "IoU": 0.7790115392989332, + "TN": 104999847, + "TP": 3578, + "n_pred": 3840, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7333996243509004, + "FN": 1514, + "FP": 899, + "IoU": 0.579030006978367, + "TN": 104998708, + "TP": 3319, + "n_pred": 4218, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8805992030173391, + "FN": 11744, + "FP": 6174, + "IoU": 0.7866701590627679, + "TN": 104920448, + "TP": 66074, + "n_pred": 72248, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9488129752201739, + "FN": 701, + "FP": 6785, + "IoU": 0.9026110034214943, + "TN": 104927573, + "TP": 69381, + "n_pred": 76166, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8326415881590794, + "FN": 5402, + "FP": 2219, + "IoU": 0.7132698747131194, + "TN": 104977861, + "TP": 18958, + "n_pred": 21177, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9346196454948301, + "FN": 18893, + "FP": 2353, + "IoU": 0.877263825583612, + "TN": 104831337, + "TP": 151857, + "n_pred": 154210, + "n_ref": 170750 + }, + "3": { + "Dice": 0.942271729408895, + "FN": 2886, + "FP": 15574, + "IoU": 0.8908447997540164, + "TN": 104835323, + "TP": 150657, + "n_pred": 166231, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 456, + "IoU": 0.0, + "TN": 105003984, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "5": { + "Dice": 0.7864015813634359, + "FN": 6011, + "FP": 7064, + "IoU": 0.6479916002584536, + "TN": 104967296, + "TP": 24069, + "n_pred": 31133, + "n_ref": 30080 + }, + "6": { + "Dice": 0.983408215127892, + "FN": 22510, + "FP": 18433, + "IoU": 0.9673580189826239, + "TN": 103750135, + "TP": 1213362, + "n_pred": 1231795, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9619183232253947, + "FN": 8517, + "FP": 9027, + "IoU": 0.9266306734303841, + "TN": 104765321, + "TP": 221575, + "n_pred": 230602, + "n_ref": 230092 + }, + "8": { + "Dice": 0.966373602754429, + "FN": 10984, + "FP": 13735, + "IoU": 0.9349351035631842, + "TN": 104624527, + "TP": 355194, + "n_pred": 368929, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9271697674547337, + "FN": 9806, + "FP": 3351, + "IoU": 0.8642278520200196, + "TN": 104907535, + "TP": 83748, + "n_pred": 87099, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9859257048325332, + "FN": 10175, + "FP": 1472, + "IoU": 0.9722420827851818, + "TN": 177256696, + "TP": 407945, + "n_pred": 409417, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8241249375766105, + "FN": 17502, + "FP": 5742, + "IoU": 0.7008609706188951, + "TN": 177598585, + "TP": 54459, + "n_pred": 60201, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7985313277271112, + "FN": 1372, + "FP": 329, + "IoU": 0.6646293375394322, + "TN": 177671216, + "TP": 3371, + "n_pred": 3700, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8132329106683192, + "FN": 933, + "FP": 1026, + "IoU": 0.6852506426735219, + "TN": 177670064, + "TP": 4265, + "n_pred": 5291, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9041652027950189, + "FN": 7597, + "FP": 7133, + "IoU": 0.8250926189797663, + "TN": 177592072, + "TP": 69486, + "n_pred": 76619, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8972863575397586, + "FN": 1318, + "FP": 15836, + "IoU": 0.8137074966605489, + "TN": 177584207, + "TP": 74927, + "n_pred": 90763, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7806229830223095, + "FN": 915, + "FP": 11593, + "IoU": 0.6401818077210747, + "TN": 177641526, + "TP": 22254, + "n_pred": 33847, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9789608183185127, + "FN": 6352, + "FP": 2589, + "IoU": 0.9587886888986196, + "TN": 177459333, + "TP": 208014, + "n_pred": 210603, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9830775860180107, + "FN": 5142, + "FP": 1809, + "IoU": 0.9667183774311241, + "TN": 177467434, + "TP": 201903, + "n_pred": 203712, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9346197864603706, + "FN": 2176, + "FP": 2337, + "IoU": 0.8772640739733478, + "TN": 177639518, + "TP": 32257, + "n_pred": 34594, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7374067820458703, + "FN": 10218, + "FP": 4712, + "IoU": 0.5840414565514167, + "TN": 177640395, + "TP": 20963, + "n_pred": 25675, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9582943925233645, + "FN": 107538, + "FP": 40260, + "IoU": 0.9199282269821689, + "TN": 175830469, + "TP": 1698021, + "n_pred": 1738281, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8749227676163389, + "FN": 11341, + "FP": 90687, + "IoU": 0.7776557399198909, + "TN": 177217414, + "TP": 356846, + "n_pred": 447533, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9149934915673865, + "FN": 5788, + "FP": 30195, + "IoU": 0.8433069151715729, + "TN": 177446648, + "TP": 193657, + "n_pred": 223852, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9402049198298669, + "FN": 6572, + "FP": 9792, + "IoU": 0.8871572791967783, + "TN": 177531272, + "TP": 128652, + "n_pred": 138444, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752596900888526, + "FN": 5297, + "FP": 3925, + "IoU": 0.9517139910046234, + "TN": 193814548, + "TP": 181765, + "n_pred": 185690, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9180626532529734, + "FN": 6923, + "FP": 7379, + "IoU": 0.848535875033095, + "TN": 193911110, + "TP": 80123, + "n_pred": 87502, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7740838685304118, + "FN": 1063, + "FP": 133, + "IoU": 0.6314329738058552, + "TN": 194002290, + "TP": 2049, + "n_pred": 2182, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7853610286844708, + "FN": 1171, + "FP": 348, + "IoU": 0.6465798045602605, + "TN": 194001237, + "TP": 2779, + "n_pred": 3127, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8147337177334988, + "FN": 16645, + "FP": 6200, + "IoU": 0.6873845395952215, + "TN": 193932458, + "TP": 50232, + "n_pred": 56432, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9026399310205654, + "FN": 2099, + "FP": 13822, + "IoU": 0.8225558379029022, + "TN": 193915811, + "TP": 73803, + "n_pred": 87625, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8472360853652741, + "FN": 3141, + "FP": 3287, + "IoU": 0.7349606234280295, + "TN": 193981282, + "TP": 17825, + "n_pred": 21112, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9672121140304575, + "FN": 4221, + "FP": 4910, + "IoU": 0.936506060121411, + "TN": 193861726, + "TP": 134678, + "n_pred": 139588, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9598797218567938, + "FN": 6867, + "FP": 3807, + "IoU": 0.9228545409866871, + "TN": 193867173, + "TP": 127688, + "n_pred": 131495, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9286598901740858, + "FN": 1158, + "FP": 1895, + "IoU": 0.8668207991624498, + "TN": 193982611, + "TP": 19871, + "n_pred": 21766, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6482774495511394, + "FN": 10372, + "FP": 7964, + "IoU": 0.47959357438837485, + "TN": 193970301, + "TP": 16898, + "n_pred": 24862, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9709147677976163, + "FN": 24422, + "FP": 57106, + "IoU": 0.9434736185259655, + "TN": 192563235, + "TP": 1360772, + "n_pred": 1417878, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9575178742762743, + "FN": 17094, + "FP": 9959, + "IoU": 0.918498121597561, + "TN": 193673604, + "TP": 304878, + "n_pred": 314837, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9603727476029059, + "FN": 9932, + "FP": 9170, + "IoU": 0.9237664224254905, + "TN": 193754963, + "TP": 231470, + "n_pred": 240640, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9181953812855912, + "FN": 11025, + "FP": 4547, + "IoU": 0.8487626743327765, + "TN": 193902571, + "TP": 87392, + "n_pred": 91939, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972384140106793, + "FN": 3186, + "FP": 3134, + "IoU": 0.9462525619328668, + "TN": 99538213, + "TP": 111267, + "n_pred": 114401, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8931166561303038, + "FN": 11643, + "FP": 2728, + "IoU": 0.8068751427841909, + "TN": 99581387, + "TP": 60042, + "n_pred": 62770, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8266546600630347, + "FN": 888, + "FP": 267, + "IoU": 0.7045280122793554, + "TN": 99651891, + "TP": 2754, + "n_pred": 3021, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5177980132450332, + "FN": 2317, + "FP": 13, + "IoU": 0.34934375872661266, + "TN": 99652219, + "TP": 1251, + "n_pred": 1264, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7823417463410214, + "FN": 10900, + "FP": 8314, + "IoU": 0.6424969764629268, + "TN": 99602055, + "TP": 34531, + "n_pred": 42845, + "n_ref": 45431 + }, + "14": { + "Dice": 0.750956239528782, + "FN": 18506, + "FP": 5129, + "IoU": 0.6012249236531745, + "TN": 99596531, + "TP": 35634, + "n_pred": 40763, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7414993328081542, + "FN": 14886, + "FP": 1193, + "IoU": 0.5891926417986715, + "TN": 99616660, + "TP": 23061, + "n_pred": 24254, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9613586107786563, + "FN": 6715, + "FP": 1970, + "IoU": 0.925592433303062, + "TN": 99539078, + "TP": 108037, + "n_pred": 110007, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9667083508148776, + "FN": 5147, + "FP": 3026, + "IoU": 0.9355619505656956, + "TN": 99528965, + "TP": 118662, + "n_pred": 121688, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9089317466830803, + "FN": 2293, + "FP": 1036, + "IoU": 0.833065891084144, + "TN": 99635858, + "TP": 16613, + "n_pred": 17649, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8802693602693603, + "FN": 430, + "FP": 1348, + "IoU": 0.7861438537406784, + "TN": 99647486, + "TP": 6536, + "n_pred": 7884, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9724430914038015, + "FN": 38710, + "FP": 35841, + "IoU": 0.946364219118831, + "TN": 98265851, + "TP": 1315398, + "n_pred": 1351239, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9100227553281676, + "FN": 14005, + "FP": 16244, + "IoU": 0.8349006915297161, + "TN": 99472583, + "TP": 152968, + "n_pred": 169212, + "n_ref": 166973 + }, + "8": { + "Dice": 0.964919776641669, + "FN": 2684, + "FP": 4459, + "IoU": 0.9322173826401343, + "TN": 99550419, + "TP": 98238, + "n_pred": 102697, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9505531577650926, + "FN": 6778, + "FP": 2456, + "IoU": 0.9057658944790284, + "TN": 99557810, + "TP": 88756, + "n_pred": 91212, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673336549121548, + "FN": 26790, + "FP": 1585, + "IoU": 0.9367339794828574, + "TN": 62635017, + "TP": 420128, + "n_pred": 421713, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9189782550606995, + "FN": 7220, + "FP": 3999, + "IoU": 0.850101544545989, + "TN": 63008676, + "TP": 63625, + "n_pred": 67624, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7644939403865051, + "FN": 1211, + "FP": 227, + "IoU": 0.6187698833510075, + "TN": 63079748, + "TP": 2334, + "n_pred": 2561, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8373691610685831, + "FN": 822, + "FP": 219, + "IoU": 0.7202364955657081, + "TN": 63079799, + "TP": 2680, + "n_pred": 2899, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7374005305039788, + "FN": 13824, + "FP": 8847, + "IoU": 0.5840336134453782, + "TN": 63029018, + "TP": 31831, + "n_pred": 40678, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1368, + "IoU": 0.0, + "TN": 63082152, + "TP": 0, + "n_pred": 1368, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9823163238582566, + "FN": 2069, + "FP": 2320, + "IoU": 0.9652472048902543, + "TN": 62957228, + "TP": 121903, + "n_pred": 124223, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9848734239077314, + "FN": 1636, + "FP": 2233, + "IoU": 0.9701976552510361, + "TN": 62953698, + "TP": 125953, + "n_pred": 128186, + "n_ref": 127589 + }, + "4": { + "Dice": 0.17347041628868057, + "FN": 16308, + "FP": 92, + "IoU": 0.09497268362673142, + "TN": 63065399, + "TP": 1721, + "n_pred": 1813, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6027875887736888, + "FN": 9018, + "FP": 1441, + "IoU": 0.4314215819516173, + "TN": 63065125, + "TP": 7936, + "n_pred": 9377, + "n_ref": 16954 + }, + "6": { + "Dice": 0.931742843940145, + "FN": 130570, + "FP": 15813, + "IoU": 0.872208380402311, + "TN": 61938038, + "TP": 999099, + "n_pred": 1014912, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8951412639740083, + "FN": 7603, + "FP": 27318, + "IoU": 0.8101861665987227, + "TN": 62899545, + "TP": 149054, + "n_pred": 176372, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9424795922136446, + "FN": 9895, + "FP": 2563, + "IoU": 0.8912164581168519, + "TN": 62968999, + "TP": 102063, + "n_pred": 104626, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9177415261081243, + "FN": 3115, + "FP": 4015, + "IoU": 0.8479873784751834, + "TN": 63036616, + "TP": 39774, + "n_pred": 43789, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792959525509364, + "FN": 9346, + "FP": 3472, + "IoU": 0.959431830409986, + "TN": 109292856, + "TP": 303144, + "n_pred": 306616, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6686742424242424, + "FN": 17316, + "FP": 52660, + "IoU": 0.5022619284718468, + "TN": 109468230, + "TP": 70612, + "n_pred": 123272, + "n_ref": 87928 + }, + "11": { + "Dice": 0.74641851353006, + "FN": 1418, + "FP": 653, + "IoU": 0.5954287946864621, + "TN": 109603699, + "TP": 3048, + "n_pred": 3701, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7397058823529412, + "FN": 1566, + "FP": 204, + "IoU": 0.5869311551925321, + "TN": 109604533, + "TP": 2515, + "n_pred": 2719, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7429625544876844, + "FN": 24192, + "FP": 14962, + "IoU": 0.5910425000783364, + "TN": 109513077, + "TP": 56587, + "n_pred": 71549, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7433996341491652, + "FN": 16653, + "FP": 38756, + "IoU": 0.5915959077775812, + "TN": 109473146, + "TP": 80263, + "n_pred": 119019, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8969614439816298, + "FN": 2762, + "FP": 20392, + "IoU": 0.8131732468349834, + "TN": 109484885, + "TP": 100779, + "n_pred": 121171, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9612281037618455, + "FN": 13222, + "FP": 2980, + "IoU": 0.9253505098115102, + "TN": 109391777, + "TP": 200839, + "n_pred": 203819, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9689550097105794, + "FN": 10697, + "FP": 4361, + "IoU": 0.9397795623240338, + "TN": 109358770, + "TP": 234990, + "n_pred": 239351, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7201423851958406, + "FN": 20753, + "FP": 2204, + "IoU": 0.5626738293900255, + "TN": 109556324, + "TP": 29537, + "n_pred": 31741, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7771853446167393, + "FN": 2608, + "FP": 1947, + "IoU": 0.6355708456676534, + "TN": 109596319, + "TP": 7944, + "n_pred": 9891, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9680437439649946, + "FN": 43421, + "FP": 36271, + "IoU": 0.9380666460460482, + "TN": 108322080, + "TP": 1207046, + "n_pred": 1243317, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.846000382998305, + "FN": 309995, + "FP": 13285, + "IoU": 0.7331028282282892, + "TN": 108397565, + "TP": 887973, + "n_pred": 901258, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9551262869745432, + "FN": 3236, + "FP": 4862, + "IoU": 0.9141069155706406, + "TN": 109514538, + "TP": 86182, + "n_pred": 91044, + "n_ref": 89418 + }, + "9": { + "Dice": 0.803371394781334, + "FN": 6971, + "FP": 16638, + "IoU": 0.6713623519258342, + "TN": 109536979, + "TP": 48230, + "n_pred": 64868, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455272447426095, + "FN": 2259, + "FP": 4253, + "IoU": 0.8966824794935665, + "TN": 67004323, + "TP": 56517, + "n_pred": 60770, + "n_ref": 58776 + }, + "10": { + "Dice": 0.77243879037703, + "FN": 24453, + "FP": 7566, + "IoU": 0.6292466594103888, + "TN": 66980990, + "TP": 54343, + "n_pred": 61909, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4283977631898857, + "FN": 2245, + "FP": 106, + "IoU": 0.27258663366336633, + "TN": 67064120, + "TP": 881, + "n_pred": 987, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7891844997108155, + "FN": 582, + "FP": 876, + "IoU": 0.6517793169333652, + "TN": 67063165, + "TP": 2729, + "n_pred": 3605, + "n_ref": 3311 + }, + "13": { + "Dice": 0.46836992392668453, + "FN": 23096, + "FP": 11217, + "IoU": 0.3057983329287044, + "TN": 67017924, + "TP": 15115, + "n_pred": 26332, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8796412293093797, + "FN": 9473, + "FP": 8589, + "IoU": 0.7851424492951883, + "TN": 66983287, + "TP": 66003, + "n_pred": 74592, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2785829307568438, + "FN": 22366, + "FP": 24226, + "IoU": 0.1618334892422825, + "TN": 67011764, + "TP": 8996, + "n_pred": 33222, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9631923940598792, + "FN": 2989, + "FP": 7944, + "IoU": 0.9289981945941733, + "TN": 66913370, + "TP": 143049, + "n_pred": 150993, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9646730758847611, + "FN": 8502, + "FP": 2621, + "IoU": 0.9317569681761569, + "TN": 66904361, + "TP": 151868, + "n_pred": 154489, + "n_ref": 160370 + }, + "4": { + "Dice": 0.14760619406165648, + "FN": 12000, + "FP": 0, + "IoU": 0.07968402484853133, + "TN": 67054313, + "TP": 1039, + "n_pred": 1039, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6049317247779398, + "FN": 4358, + "FP": 1602, + "IoU": 0.43362159080110235, + "TN": 67056829, + "TP": 4563, + "n_pred": 6165, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9706736437096936, + "FN": 39957, + "FP": 22879, + "IoU": 0.9430183515440163, + "TN": 65964611, + "TP": 1039905, + "n_pred": 1062784, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9337249554796735, + "FN": 33869, + "FP": 11237, + "IoU": 0.875688651139461, + "TN": 66704505, + "TP": 317741, + "n_pred": 328978, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9478858474082702, + "FN": 4338, + "FP": 4610, + "IoU": 0.9009344138877817, + "TN": 66977028, + "TP": 81376, + "n_pred": 85986, + "n_ref": 85714 + }, + "9": { + "Dice": 0.908895641571536, + "FN": 5409, + "FP": 9012, + "IoU": 0.8330052341470193, + "TN": 66980996, + "TP": 71935, + "n_pred": 80947, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909213160981505, + "FN": 26740, + "FP": 3910, + "IoU": 0.8335388074535511, + "TN": 74335153, + "TP": 153477, + "n_pred": 157387, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8157068733585292, + "FN": 11580, + "FP": 8559, + "IoU": 0.6887710947641713, + "TN": 74454572, + "TP": 44569, + "n_pred": 53128, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7539302802460697, + "FN": 1181, + "FP": 259, + "IoU": 0.6050466264399341, + "TN": 74515634, + "TP": 2206, + "n_pred": 2465, + "n_ref": 3387 + }, + "12": { + "Dice": 0.4542916957431961, + "FN": 1550, + "FP": 14, + "IoU": 0.29390519187358916, + "TN": 74517065, + "TP": 651, + "n_pred": 665, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5709498510058432, + "FN": 15970, + "FP": 24489, + "IoU": 0.399531011145906, + "TN": 74451901, + "TP": 26920, + "n_pred": 51409, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6965849511123707, + "FN": 7346, + "FP": 14066, + "IoU": 0.5344306494748973, + "TN": 74473289, + "TP": 24579, + "n_pred": 38645, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7505782905445926, + "FN": 4076, + "FP": 13392, + "IoU": 0.6007405545016113, + "TN": 74475529, + "TP": 26283, + "n_pred": 39675, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9735994351016852, + "FN": 2339, + "FP": 5176, + "IoU": 0.9485569946058432, + "TN": 74373196, + "TP": 138569, + "n_pred": 143745, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9761928705124421, + "FN": 5176, + "FP": 2163, + "IoU": 0.9534929406098704, + "TN": 74361476, + "TP": 150465, + "n_pred": 152628, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7120003820256913, + "FN": 5823, + "FP": 208, + "IoU": 0.5527954916209402, + "TN": 74505794, + "TP": 7455, + "n_pred": 7663, + "n_ref": 13278 + }, + "5": { + "Dice": 0.676382007189352, + "FN": 3192, + "FP": 3470, + "IoU": 0.5110099823840282, + "TN": 74505656, + "TP": 6962, + "n_pred": 10432, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9730787616342829, + "FN": 48687, + "FP": 37479, + "IoU": 0.9475690299120492, + "TN": 72875862, + "TP": 1557252, + "n_pred": 1594731, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8046130086005836, + "FN": 51793, + "FP": 4252, + "IoU": 0.6730983475557474, + "TN": 74347837, + "TP": 115398, + "n_pred": 119650, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9665902898191726, + "FN": 1945, + "FP": 2371, + "IoU": 0.9353408239700375, + "TN": 74452530, + "TP": 62434, + "n_pred": 64805, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9395719197802017, + "FN": 7193, + "FP": 3826, + "IoU": 0.8860307806876009, + "TN": 74422596, + "TP": 85665, + "n_pred": 89491, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795455269557952, + "FN": 6220, + "FP": 5336, + "IoU": 0.9599110522134608, + "TN": 65762921, + "TP": 276703, + "n_pred": 282039, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8380690911777017, + "FN": 15460, + "FP": 10846, + "IoU": 0.7212727407580076, + "TN": 65956801, + "TP": 68073, + "n_pred": 78919, + "n_ref": 83533 + }, + "11": { + "Dice": 0.75625, + "FN": 1096, + "FP": 542, + "IoU": 0.6080402010050251, + "TN": 66047001, + "TP": 2541, + "n_pred": 3083, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7516390281527189, + "FN": 1077, + "FP": 211, + "IoU": 0.6021007105344455, + "TN": 66047943, + "TP": 1949, + "n_pred": 2160, + "n_ref": 3026 + }, + "13": { + "Dice": 0.722423661262773, + "FN": 11464, + "FP": 16325, + "IoU": 0.5654641835155041, + "TN": 65987229, + "TP": 36162, + "n_pred": 52487, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9471127106167184, + "FN": 772, + "FP": 5694, + "IoU": 0.8995385547597222, + "TN": 65986817, + "TP": 57897, + "n_pred": 63591, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8165048970090913, + "FN": 6005, + "FP": 2351, + "IoU": 0.6899098229858611, + "TN": 66024233, + "TP": 18591, + "n_pred": 20942, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9688885789987449, + "FN": 4991, + "FP": 3933, + "IoU": 0.9396545894699828, + "TN": 65903298, + "TP": 138958, + "n_pred": 142891, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9718100558302147, + "FN": 4781, + "FP": 4040, + "IoU": 0.9451658823748811, + "TN": 65890313, + "TP": 152046, + "n_pred": 156086, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9254145047070157, + "FN": 2151, + "FP": 2262, + "IoU": 0.8611827618748034, + "TN": 66019390, + "TP": 27377, + "n_pred": 29639, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9310828456739372, + "FN": 353, + "FP": 1072, + "IoU": 0.8710523934485567, + "TN": 66040129, + "TP": 9626, + "n_pred": 10698, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9789818644855615, + "FN": 20931, + "FP": 22117, + "IoU": 0.9588290652568114, + "TN": 65005588, + "TP": 1002544, + "n_pred": 1024661, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.94011291514109, + "FN": 104817, + "FP": 6243, + "IoU": 0.8869934623896619, + "TN": 65068405, + "TP": 871715, + "n_pred": 877958, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9643654582750921, + "FN": 1612, + "FP": 4277, + "IoU": 0.9311831726555653, + "TN": 65965605, + "TP": 79686, + "n_pred": 83963, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9330963321360347, + "FN": 6829, + "FP": 2242, + "IoU": 0.8745834888769063, + "TN": 65978853, + "TP": 63256, + "n_pred": 65498, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984719952944252, + "FN": 2974, + "FP": 1702, + "IoU": 0.9698998377835569, + "TN": 113317192, + "TP": 150672, + "n_pred": 152374, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9082445508747923, + "FN": 6228, + "FP": 8792, + "IoU": 0.8319120839768124, + "TN": 113383182, + "TP": 74338, + "n_pred": 83130, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7124910265613783, + "FN": 1245, + "FP": 357, + "IoU": 0.5533872316699191, + "TN": 113468953, + "TP": 1985, + "n_pred": 2342, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8753630842355427, + "FN": 768, + "FP": 176, + "IoU": 0.77835172575722, + "TN": 113468281, + "TP": 3315, + "n_pred": 3491, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6825148888238918, + "FN": 22039, + "FP": 28978, + "IoU": 0.518043720596293, + "TN": 113366686, + "TP": 54837, + "n_pred": 83815, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9642235428297017, + "FN": 6587, + "FP": 12485, + "IoU": 0.9309185743262822, + "TN": 113196460, + "TP": 257008, + "n_pred": 269493, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7682027649769585, + "FN": 5213, + "FP": 4847, + "IoU": 0.6236438458660681, + "TN": 113445810, + "TP": 16670, + "n_pred": 21517, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9738007117999384, + "FN": 3687, + "FP": 2953, + "IoU": 0.9489391807199268, + "TN": 113342499, + "TP": 123401, + "n_pred": 126354, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9786587385716179, + "FN": 2125, + "FP": 3029, + "IoU": 0.9582093424904118, + "TN": 113349211, + "TP": 118175, + "n_pred": 121204, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8846084931015947, + "FN": 1470, + "FP": 6258, + "IoU": 0.7930923694779116, + "TN": 113435190, + "TP": 29622, + "n_pred": 35880, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7764103047735811, + "FN": 8128, + "FP": 6097, + "IoU": 0.6345348508593891, + "TN": 113433617, + "TP": 24698, + "n_pred": 30795, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9700687979730751, + "FN": 27168, + "FP": 41728, + "IoU": 0.9418772788550931, + "TN": 112287186, + "TP": 1116458, + "n_pred": 1158186, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9202144961478054, + "FN": 19992, + "FP": 14348, + "IoU": 0.8522197166612157, + "TN": 113240168, + "TP": 198032, + "n_pred": 212380, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9640016314108604, + "FN": 12486, + "FP": 2607, + "IoU": 0.9305049705084699, + "TN": 113255359, + "TP": 202088, + "n_pred": 204695, + "n_ref": 214574 + }, + "9": { + "Dice": 0.928218024108435, + "FN": 9715, + "FP": 5214, + "IoU": 0.8660511605788987, + "TN": 113361087, + "TP": 96524, + "n_pred": 101738, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916292712089226, + "FN": 4572, + "FP": 17831, + "IoU": 0.8455167943510851, + "TN": 75051709, + "TP": 122616, + "n_pred": 140447, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9079253465825956, + "FN": 13803, + "FP": 3691, + "IoU": 0.8313766313881981, + "TN": 75092982, + "TP": 86252, + "n_pred": 89943, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7408595253367544, + "FN": 1234, + "FP": 382, + "IoU": 0.5883851248089659, + "TN": 75192802, + "TP": 2310, + "n_pred": 2692, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6308269333809609, + "FN": 1340, + "FP": 727, + "IoU": 0.46073571614923037, + "TN": 75192895, + "TP": 1766, + "n_pred": 2493, + "n_ref": 3106 + }, + "13": { + "Dice": 0.778131634819533, + "FN": 10547, + "FP": 14951, + "IoU": 0.6368375325803649, + "TN": 75126517, + "TP": 44713, + "n_pred": 59664, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9441206391879038, + "FN": 4522, + "FP": 10693, + "IoU": 0.8941557854315508, + "TN": 75052979, + "TP": 128534, + "n_pred": 139227, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8872991894953955, + "FN": 12725, + "FP": 2793, + "IoU": 0.7974283662946283, + "TN": 75120123, + "TP": 61087, + "n_pred": 63880, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9552552703404162, + "FN": 3690, + "FP": 9671, + "IoU": 0.9143432297109301, + "TN": 75040745, + "TP": 142622, + "n_pred": 152293, + "n_ref": 146312 + }, + "3": { + "Dice": 0.961865199155825, + "FN": 3493, + "FP": 7927, + "IoU": 0.9265320827060898, + "TN": 75041286, + "TP": 144022, + "n_pred": 151949, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9257465857659545, + "FN": 1543, + "FP": 2214, + "IoU": 0.8617581042793538, + "TN": 75169551, + "TP": 23420, + "n_pred": 25634, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8765196011473843, + "FN": 1284, + "FP": 524, + "IoU": 0.7801823708206687, + "TN": 75188503, + "TP": 6417, + "n_pred": 6941, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9815234387465297, + "FN": 26214, + "FP": 20106, + "IoU": 0.9637172578017296, + "TN": 73920088, + "TP": 1230320, + "n_pred": 1250426, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9554956102473133, + "FN": 8536, + "FP": 4811, + "IoU": 0.9147837190742218, + "TN": 75040103, + "TP": 143278, + "n_pred": 148089, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9496304488723191, + "FN": 4886, + "FP": 3585, + "IoU": 0.9040917530908926, + "TN": 75108404, + "TP": 79853, + "n_pred": 83438, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8787393162393162, + "FN": 9788, + "FP": 8826, + "IoU": 0.7837065269175798, + "TN": 75110669, + "TP": 67445, + "n_pred": 76271, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785291110519755, + "FN": 6251, + "FP": 2947, + "IoU": 0.9579608402347393, + "TN": 86709076, + "TP": 209598, + "n_pred": 212545, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7464948460139763, + "FN": 9915, + "FP": 30098, + "IoU": 0.595525948688919, + "TN": 86828946, + "TP": 58913, + "n_pred": 89011, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6872868972235753, + "FN": 1179, + "FP": 105, + "IoU": 0.5235621521335807, + "TN": 86925177, + "TP": 1411, + "n_pred": 1516, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7646013768598712, + "FN": 1472, + "FP": 648, + "IoU": 0.6189106597159806, + "TN": 86922309, + "TP": 3443, + "n_pred": 4091, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6377251475434966, + "FN": 13759, + "FP": 33507, + "IoU": 0.46813251114011795, + "TN": 86839004, + "TP": 41602, + "n_pred": 75109, + "n_ref": 55361 + }, + "14": { + "Dice": 0.89821800959393, + "FN": 9409, + "FP": 7332, + "IoU": 0.8152411433616599, + "TN": 86837262, + "TP": 73869, + "n_pred": 81201, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9288434974190714, + "FN": 15729, + "FP": 6782, + "IoU": 0.8671407914539498, + "TN": 86758437, + "TP": 146924, + "n_pred": 153706, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9579851043265677, + "FN": 6269, + "FP": 4077, + "IoU": 0.9193583587952859, + "TN": 86799576, + "TP": 117950, + "n_pred": 122027, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9671090146437581, + "FN": 8382, + "FP": 2635, + "IoU": 0.9363127651948713, + "TN": 86754886, + "TP": 161969, + "n_pred": 164604, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8989985344406448, + "FN": 1800, + "FP": 1508, + "IoU": 0.8165280088740987, + "TN": 86909842, + "TP": 14722, + "n_pred": 16230, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8824549237170597, + "FN": 383, + "FP": 973, + "IoU": 0.7896369841762333, + "TN": 86921426, + "TP": 5090, + "n_pred": 6063, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9697665072675205, + "FN": 25681, + "FP": 45939, + "IoU": 0.9413074939889761, + "TN": 85707614, + "TP": 1148638, + "n_pred": 1194577, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9567007452718382, + "FN": 70257, + "FP": 16002, + "IoU": 0.916995522556098, + "TN": 85888663, + "TP": 952950, + "n_pred": 968952, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.955068955399061, + "FN": 2310, + "FP": 2590, + "IoU": 0.9140018954684264, + "TN": 86870894, + "TP": 52078, + "n_pred": 54668, + "n_ref": 54388 + }, + "9": { + "Dice": 0.854103034944773, + "FN": 4480, + "FP": 11331, + "IoU": 0.7453576202670275, + "TN": 86865781, + "TP": 46280, + "n_pred": 57611, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.813376577415148, + "FN": 4575, + "FP": 33920, + "IoU": 0.6854546791629557, + "TN": 37627217, + "TP": 83888, + "n_pred": 117808, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8563796237895596, + "FN": 13080, + "FP": 2404, + "IoU": 0.7488320788995588, + "TN": 37687952, + "TP": 46164, + "n_pred": 48568, + "n_ref": 59244 + }, + "11": { + "Dice": 0.820796038849743, + "FN": 433, + "FP": 508, + "IoU": 0.6960594315245479, + "TN": 37746504, + "TP": 2155, + "n_pred": 2663, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7389358528095475, + "FN": 688, + "FP": 887, + "IoU": 0.5859621451104101, + "TN": 37745796, + "TP": 2229, + "n_pred": 3116, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7754372292387741, + "FN": 11055, + "FP": 8539, + "IoU": 0.6332359988020365, + "TN": 37696176, + "TP": 33830, + "n_pred": 42369, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5494345489298632, + "FN": 5560, + "FP": 149781, + "IoU": 0.37877267001259723, + "TN": 37499545, + "TP": 94714, + "n_pred": 244495, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4403, + "IoU": 0.0, + "TN": 37745197, + "TP": 0, + "n_pred": 4403, + "n_ref": 0 + }, + "2": { + "Dice": 0.8773604392020438, + "FN": 19528, + "FP": 3034, + "IoU": 0.781515697325354, + "TN": 37646334, + "TP": 80704, + "n_pred": 83738, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9526508132885593, + "FN": 5152, + "FP": 3153, + "IoU": 0.9095828071245047, + "TN": 37657748, + "TP": 83547, + "n_pred": 86700, + "n_ref": 88699 + }, + "4": { + "Dice": 0.5753916058830563, + "FN": 6882, + "FP": 220, + "IoU": 0.4038945778076213, + "TN": 37737686, + "TP": 4812, + "n_pred": 5032, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8291670883513814, + "FN": 1856, + "FP": 1520, + "IoU": 0.708185668597113, + "TN": 37738031, + "TP": 8193, + "n_pred": 9713, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9486186721896022, + "FN": 63726, + "FP": 9807, + "IoU": 0.9022593868631767, + "TN": 36997272, + "TP": 678795, + "n_pred": 688602, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9312713837709512, + "FN": 38531, + "FP": 6747, + "IoU": 0.8713824722471566, + "TN": 37397564, + "TP": 306758, + "n_pred": 313505, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9489251429738562, + "FN": 3751, + "FP": 4251, + "IoU": 0.9028140447186562, + "TN": 37667263, + "TP": 74335, + "n_pred": 78586, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9211659082523674, + "FN": 2341, + "FP": 6633, + "IoU": 0.8538531691746466, + "TN": 37688196, + "TP": 52430, + "n_pred": 59063, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734833838702456, + "FN": 6681, + "FP": 3743, + "IoU": 0.9483367035407002, + "TN": 75704920, + "TP": 191344, + "n_pred": 195087, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9264974800410329, + "FN": 10246, + "FP": 6234, + "IoU": 0.8630603681083552, + "TN": 75786343, + "TP": 103865, + "n_pred": 110099, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7082251082251082, + "FN": 1479, + "FP": 880, + "IoU": 0.5482573726541555, + "TN": 75901466, + "TP": 2863, + "n_pred": 3743, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8263637498439645, + "FN": 1274, + "FP": 117, + "IoU": 0.7041055094660711, + "TN": 75901987, + "TP": 3310, + "n_pred": 3427, + "n_ref": 4584 + }, + "13": { + "Dice": 0.762175846373808, + "FN": 12448, + "FP": 5683, + "IoU": 0.6157383858935233, + "TN": 75859504, + "TP": 29053, + "n_pred": 34736, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9335656552475841, + "FN": 2056, + "FP": 15254, + "IoU": 0.8754084673298113, + "TN": 75767754, + "TP": 121624, + "n_pred": 136878, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8856806294526107, + "FN": 30128, + "FP": 10438, + "IoU": 0.7948175835959274, + "TN": 75708981, + "TP": 157141, + "n_pred": 167579, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9572265501963337, + "FN": 10369, + "FP": 5927, + "IoU": 0.9179621425694724, + "TN": 75708048, + "TP": 182344, + "n_pred": 188271, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9673480180765889, + "FN": 7962, + "FP": 8461, + "IoU": 0.9367609175308148, + "TN": 75646991, + "TP": 243274, + "n_pred": 251735, + "n_ref": 251236 + }, + "4": { + "Dice": 0.922854356306892, + "FN": 1790, + "FP": 2956, + "IoU": 0.8567591223251743, + "TN": 75873555, + "TP": 28387, + "n_pred": 31343, + "n_ref": 30177 + }, + "5": { + "Dice": 0.914015878781589, + "FN": 822, + "FP": 835, + "IoU": 0.8416475535168195, + "TN": 75896224, + "TP": 8807, + "n_pred": 9642, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9792910924544732, + "FN": 51523, + "FP": 18491, + "IoU": 0.9594225005926028, + "TN": 74181249, + "TP": 1655425, + "n_pred": 1673916, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9124181956037889, + "FN": 12599, + "FP": 37533, + "IoU": 0.8389421300683979, + "TN": 75595421, + "TP": 261135, + "n_pred": 298668, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9613714110004997, + "FN": 4205, + "FP": 2830, + "IoU": 0.9256161646066168, + "TN": 75812111, + "TP": 87542, + "n_pred": 90372, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8654033041788144, + "FN": 15411, + "FP": 3979, + "IoU": 0.7627408993576017, + "TN": 75824963, + "TP": 62335, + "n_pred": 66314, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787699114577009, + "FN": 2358, + "FP": 1663, + "IoU": 0.9584225165699869, + "TN": 61291039, + "TP": 92690, + "n_pred": 94353, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9143437637497736, + "FN": 7398, + "FP": 5840, + "IoU": 0.8422037595508565, + "TN": 61303857, + "TP": 70655, + "n_pred": 76495, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8825214899713467, + "FN": 416, + "FP": 363, + "IoU": 0.7897435897435897, + "TN": 61384045, + "TP": 2926, + "n_pred": 3289, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8514340960360941, + "FN": 727, + "FP": 195, + "IoU": 0.7413019079685746, + "TN": 61384186, + "TP": 2642, + "n_pred": 2837, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8135401684816108, + "FN": 7779, + "FP": 6741, + "IoU": 0.6856870724738072, + "TN": 61341554, + "TP": 31676, + "n_pred": 38417, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9196862539654821, + "FN": 3261, + "FP": 7777, + "IoU": 0.8513140347805003, + "TN": 61313513, + "TP": 63199, + "n_pred": 70976, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9025939462758596, + "FN": 4577, + "FP": 3658, + "IoU": 0.8224794671150488, + "TN": 61341361, + "TP": 38154, + "n_pred": 41812, + "n_ref": 42731 + }, + "2": { + "Dice": 0.974860609912016, + "FN": 4304, + "FP": 2342, + "IoU": 0.9509542012899798, + "TN": 61252244, + "TP": 128860, + "n_pred": 131202, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9789014269238597, + "FN": 3756, + "FP": 1842, + "IoU": 0.9586747574965673, + "TN": 61252288, + "TP": 129864, + "n_pred": 131706, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8216778195812631, + "FN": 4671, + "FP": 1538, + "IoU": 0.6973286536024179, + "TN": 61367236, + "TP": 14305, + "n_pred": 15843, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7629783571593509, + "FN": 9522, + "FP": 1769, + "IoU": 0.61678658702145, + "TN": 61358286, + "TP": 18173, + "n_pred": 19942, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9758636333257048, + "FN": 31009, + "FP": 16661, + "IoU": 0.9528649358431165, + "TN": 60376401, + "TP": 963679, + "n_pred": 980340, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9420851594452561, + "FN": 12791, + "FP": 7784, + "IoU": 0.8905113373315099, + "TN": 61199831, + "TP": 167344, + "n_pred": 175128, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9671808922508786, + "FN": 10862, + "FP": 5117, + "IoU": 0.9364475201845444, + "TN": 61136320, + "TP": 235451, + "n_pred": 240568, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9532580960481383, + "FN": 4626, + "FP": 2738, + "IoU": 0.9106906797647202, + "TN": 61305295, + "TP": 75091, + "n_pred": 77829, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795661656733178, + "FN": 4067, + "FP": 3503, + "IoU": 0.959950692265775, + "TN": 39559783, + "TP": 181447, + "n_pred": 184950, + "n_ref": 185514 + }, + "10": { + "Dice": 0.815872470788111, + "FN": 6691, + "FP": 13684, + "IoU": 0.6890072654008181, + "TN": 39683284, + "TP": 45141, + "n_pred": 58825, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8052256532066508, + "FN": 658, + "FP": 490, + "IoU": 0.6739562624254473, + "TN": 39745279, + "TP": 2373, + "n_pred": 2863, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8898665493474116, + "FN": 426, + "FP": 325, + "IoU": 0.8015852047556142, + "TN": 39745015, + "TP": 3034, + "n_pred": 3359, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7687001652379315, + "FN": 9153, + "FP": 11704, + "IoU": 0.6242997388093308, + "TN": 39693285, + "TP": 34658, + "n_pred": 46362, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4196324468380434, + "FN": 10659, + "FP": 52059, + "IoU": 0.26552838673412027, + "TN": 39663408, + "TP": 22674, + "n_pred": 74733, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8371317212187251, + "FN": 1779, + "FP": 17652, + "IoU": 0.7198852496828508, + "TN": 39679432, + "TP": 49937, + "n_pred": 67589, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9690889826945392, + "FN": 2601, + "FP": 4751, + "IoU": 0.940031648150867, + "TN": 39626202, + "TP": 115246, + "n_pred": 119997, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9701537332844232, + "FN": 3361, + "FP": 4694, + "IoU": 0.942037432808756, + "TN": 39609831, + "TP": 130914, + "n_pred": 135608, + "n_ref": 134275 + }, + "4": { + "Dice": 0.935967274446523, + "FN": 1007, + "FP": 2108, + "IoU": 0.879641435802326, + "TN": 39722919, + "TP": 22766, + "n_pred": 24874, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8754271512892202, + "FN": 888, + "FP": 716, + "IoU": 0.7784530386740331, + "TN": 39741560, + "TP": 5636, + "n_pred": 6352, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9788733378406412, + "FN": 17283, + "FP": 22027, + "IoU": 0.9586208784036986, + "TN": 38798804, + "TP": 910686, + "n_pred": 932713, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9714278612015089, + "FN": 28655, + "FP": 12724, + "IoU": 0.9444431018093351, + "TN": 39003996, + "TP": 703425, + "n_pred": 716149, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9671723072858986, + "FN": 1938, + "FP": 1293, + "IoU": 0.9364314242430204, + "TN": 39697973, + "TP": 47596, + "n_pred": 48889, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9141456173103308, + "FN": 987, + "FP": 6647, + "IoU": 0.8418675946640153, + "TN": 39700524, + "TP": 40642, + "n_pred": 47289, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642355800456746, + "FN": 4912, + "FP": 1916, + "IoU": 0.9309410146451979, + "TN": 101297736, + "TP": 92044, + "n_pred": 93960, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9020909267705125, + "FN": 10493, + "FP": 5114, + "IoU": 0.8216444774584309, + "TN": 101309103, + "TP": 71898, + "n_pred": 77012, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7434408602150537, + "FN": 2072, + "FP": 314, + "IoU": 0.5916481259626905, + "TN": 101390765, + "TP": 3457, + "n_pred": 3771, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8455701192470682, + "FN": 935, + "FP": 632, + "IoU": 0.7324568891924194, + "TN": 101390751, + "TP": 4290, + "n_pred": 4922, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9295883352976148, + "FN": 5381, + "FP": 1370, + "IoU": 0.868440027282471, + "TN": 101345293, + "TP": 44564, + "n_pred": 45934, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9792314101697969, + "FN": 1626, + "FP": 5752, + "IoU": 0.9593079371032414, + "TN": 101215295, + "TP": 173935, + "n_pred": 179687, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9078561506405309, + "FN": 3346, + "FP": 1430, + "IoU": 0.8312605992085924, + "TN": 101368304, + "TP": 23528, + "n_pred": 24958, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9776249951406977, + "FN": 5701, + "FP": 2357, + "IoU": 0.9562293585955154, + "TN": 101212512, + "TP": 176038, + "n_pred": 178395, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9596818734121286, + "FN": 2104, + "FP": 11766, + "IoU": 0.9224888511361223, + "TN": 101217666, + "TP": 165072, + "n_pred": 176838, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9278401503536278, + "FN": 766, + "FP": 693, + "IoU": 0.865393486483993, + "TN": 101385769, + "TP": 9380, + "n_pred": 10073, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8326589236144678, + "FN": 8370, + "FP": 3747, + "IoU": 0.713295317417126, + "TN": 101354345, + "TP": 30146, + "n_pred": 33893, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9805591715700189, + "FN": 44564, + "FP": 26254, + "IoU": 0.9618598198388395, + "TN": 99539826, + "TP": 1785964, + "n_pred": 1812218, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9608796066707285, + "FN": 20215, + "FP": 15678, + "IoU": 0.9247047915132673, + "TN": 100919911, + "TP": 440804, + "n_pred": 456482, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9717411968320404, + "FN": 4744, + "FP": 9853, + "IoU": 0.9450356212251292, + "TN": 101131036, + "TP": 250975, + "n_pred": 260828, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9506040237451782, + "FN": 4310, + "FP": 4244, + "IoU": 0.9058582701429625, + "TN": 101305745, + "TP": 82309, + "n_pred": 86553, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597305587970177, + "FN": 10973, + "FP": 6316, + "IoU": 0.9225788250466838, + "TN": 73660193, + "TP": 206022, + "n_pred": 212338, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3455094852402153, + "FN": 56517, + "FP": 16693, + "IoU": 0.20883134847731644, + "TN": 73790970, + "TP": 19324, + "n_pred": 36017, + "n_ref": 75841 + }, + "11": { + "Dice": 0.690301304152301, + "FN": 1654, + "FP": 2478, + "IoU": 0.5270687879134714, + "TN": 73874767, + "TP": 4605, + "n_pred": 7083, + "n_ref": 6259 + }, + "12": { + "Dice": 0.48004107303298676, + "FN": 3671, + "FP": 380, + "IoU": 0.31582502955581826, + "TN": 73877583, + "TP": 1870, + "n_pred": 2250, + "n_ref": 5541 + }, + "13": { + "Dice": 0.01044940609820809, + "FN": 60855, + "FP": 11874, + "IoU": 0.005252143941569898, + "TN": 73810391, + "TP": 384, + "n_pred": 12258, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8313739542704357, + "FN": 10659, + "FP": 26046, + "IoU": 0.7114114539107463, + "TN": 73756316, + "TP": 90483, + "n_pred": 116529, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9029685784807597, + "FN": 12005, + "FP": 33164, + "IoU": 0.8231018371654937, + "TN": 73628165, + "TP": 210170, + "n_pred": 243334, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7530571719431423, + "FN": 71213, + "FP": 7381, + "IoU": 0.6039227741633112, + "TN": 73685073, + "TP": 119837, + "n_pred": 127218, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7985031691390106, + "FN": 20984, + "FP": 63070, + "IoU": 0.6645903248590389, + "TN": 73632903, + "TP": 166547, + "n_pred": 229617, + "n_ref": 187531 + }, + "4": { + "Dice": 0.051471934571643646, + "FN": 46623, + "FP": 0, + "IoU": 0.02641580354159706, + "TN": 73835616, + "TP": 1265, + "n_pred": 1265, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7178884203697697, + "FN": 6275, + "FP": 683, + "IoU": 0.5599266333565239, + "TN": 73867693, + "TP": 8853, + "n_pred": 9536, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8018722571458632, + "FN": 459026, + "FP": 154874, + "IoU": 0.6692710872679335, + "TN": 72027301, + "TP": 1242303, + "n_pred": 1397177, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.45634699987100047, + "FN": 121304, + "FP": 913, + "IoU": 0.29562796809442576, + "TN": 73709992, + "TP": 51295, + "n_pred": 52208, + "n_ref": 172599 + }, + "8": { + "Dice": 0.913989121989122, + "FN": 5928, + "FP": 7909, + "IoU": 0.8416021795869775, + "TN": 73796148, + "TP": 73519, + "n_pred": 81428, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8265378854398017, + "FN": 10168, + "FP": 23416, + "IoU": 0.7043583897462081, + "TN": 73769907, + "TP": 80013, + "n_pred": 103429, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716471838469714, + "FN": 4478, + "FP": 6194, + "IoU": 0.9448578042328042, + "TN": 69302240, + "TP": 182864, + "n_pred": 189058, + "n_ref": 187342 + }, + "10": { + "Dice": 0.819243316652643, + "FN": 11975, + "FP": 12515, + "IoU": 0.6938290743611542, + "TN": 69415788, + "TP": 55498, + "n_pred": 68013, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7928780080678814, + "FN": 611, + "FP": 878, + "IoU": 0.6568333717446416, + "TN": 69491437, + "TP": 2850, + "n_pred": 3728, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6832273449920508, + "FN": 1433, + "FP": 161, + "IoU": 0.518865076969514, + "TN": 69492463, + "TP": 1719, + "n_pred": 1880, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8075196516030982, + "FN": 14588, + "FP": 15555, + "IoU": 0.6771764857078598, + "TN": 69402403, + "TP": 63230, + "n_pred": 78785, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9543638841681951, + "FN": 9238, + "FP": 4323, + "IoU": 0.9127112861906049, + "TN": 69340418, + "TP": 141797, + "n_pred": 146120, + "n_ref": 151035 + }, + "15": { + "Dice": 0.934553666201844, + "FN": 4191, + "FP": 8387, + "IoU": 0.8771475733276032, + "TN": 69393393, + "TP": 89805, + "n_pred": 98192, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9677739084737758, + "FN": 4666, + "FP": 5023, + "IoU": 0.9375600136621706, + "TN": 69340603, + "TP": 145484, + "n_pred": 150507, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9712645188800201, + "FN": 6289, + "FP": 3550, + "IoU": 0.9441343636972729, + "TN": 69319657, + "TP": 166280, + "n_pred": 169830, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8194458964976477, + "FN": 9686, + "FP": 2403, + "IoU": 0.6941197307828552, + "TN": 69456254, + "TP": 27433, + "n_pred": 29836, + "n_ref": 37119 + }, + "5": { + "Dice": 0.888841510540202, + "FN": 2417, + "FP": 1754, + "IoU": 0.7999232503477719, + "TN": 69474929, + "TP": 16676, + "n_pred": 18430, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9808589164338057, + "FN": 27176, + "FP": 28343, + "IoU": 0.9624368325939417, + "TN": 68017759, + "TP": 1422498, + "n_pred": 1450841, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9620593248357349, + "FN": 13272, + "FP": 10368, + "IoU": 0.9268924013248433, + "TN": 69172417, + "TP": 299719, + "n_pred": 310087, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9464702375883505, + "FN": 5327, + "FP": 4102, + "IoU": 0.8983801610139351, + "TN": 69402989, + "TP": 83358, + "n_pred": 87460, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9235246839913296, + "FN": 4531, + "FP": 8029, + "IoU": 0.8579153374510735, + "TN": 69407378, + "TP": 75838, + "n_pred": 83867, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766118353729654, + "FN": 4380, + "FP": 5105, + "IoU": 0.9542926810462807, + "TN": 50626036, + "TP": 198031, + "n_pred": 203136, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8804444444444445, + "FN": 6505, + "FP": 12325, + "IoU": 0.7864231838030965, + "TN": 50745387, + "TP": 69335, + "n_pred": 81660, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8548472674903358, + "FN": 1090, + "FP": 825, + "IoU": 0.7464919248080487, + "TN": 50825998, + "TP": 5639, + "n_pred": 6464, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8473679720160396, + "FN": 1333, + "FP": 456, + "IoU": 0.735159141376758, + "TN": 50826797, + "TP": 4966, + "n_pred": 5422, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8302108876900441, + "FN": 10175, + "FP": 5404, + "IoU": 0.7097098775784001, + "TN": 50779885, + "TP": 38088, + "n_pred": 43492, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5652760914962848, + "FN": 21638, + "FP": 23119, + "IoU": 0.39399642547660313, + "TN": 50759696, + "TP": 29099, + "n_pred": 52218, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7722214870863356, + "FN": 2659, + "FP": 16276, + "IoU": 0.6289583006740869, + "TN": 50782520, + "TP": 32097, + "n_pred": 48373, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9733307552277379, + "FN": 5683, + "FP": 5627, + "IoU": 0.94804705622953, + "TN": 50615855, + "TP": 206387, + "n_pred": 212014, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9731043899372305, + "FN": 5009, + "FP": 5943, + "IoU": 0.9476176355235845, + "TN": 50624474, + "TP": 198126, + "n_pred": 204069, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9428080905627985, + "FN": 392, + "FP": 1740, + "IoU": 0.8918041106318193, + "TN": 50813847, + "TP": 17573, + "n_pred": 19313, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9056011033637269, + "FN": 1025, + "FP": 1439, + "IoU": 0.8274872225722887, + "TN": 50819269, + "TP": 11819, + "n_pred": 13258, + "n_ref": 12844 + }, + "6": { + "Dice": 0.986493099424141, + "FN": 27266, + "FP": 32132, + "IoU": 0.9733462089539112, + "TN": 48605051, + "TP": 2169103, + "n_pred": 2201235, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9601083048206093, + "FN": 7805, + "FP": 10523, + "IoU": 0.9232772117244209, + "TN": 50594666, + "TP": 220558, + "n_pred": 231081, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9631426414359124, + "FN": 4055, + "FP": 3512, + "IoU": 0.9289056334322974, + "TN": 50727116, + "TP": 98869, + "n_pred": 102381, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9422310149335681, + "FN": 7005, + "FP": 6252, + "IoU": 0.8907720194446733, + "TN": 50712182, + "TP": 108113, + "n_pred": 114365, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975347472201028, + "FN": 8061, + "FP": 2246, + "IoU": 0.9518811945900775, + "TN": 76670661, + "TP": 203892, + "n_pred": 206138, + "n_ref": 211953 + }, + "10": { + "Dice": 0.819610279751166, + "FN": 10216, + "FP": 13881, + "IoU": 0.69435565702689, + "TN": 76806020, + "TP": 54743, + "n_pred": 68624, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7956600361663653, + "FN": 674, + "FP": 456, + "IoU": 0.6606606606606606, + "TN": 76881530, + "TP": 2200, + "n_pred": 2656, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6867943053510064, + "FN": 1210, + "FP": 66, + "IoU": 0.5229906542056075, + "TN": 76882185, + "TP": 1399, + "n_pred": 1465, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6248457855007005, + "FN": 12901, + "FP": 22981, + "IoU": 0.45438233684082474, + "TN": 76819096, + "TP": 29882, + "n_pred": 52863, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9307065376722369, + "FN": 2143, + "FP": 9675, + "IoU": 0.8703939287594314, + "TN": 76793676, + "TP": 79366, + "n_pred": 89041, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7913304058865417, + "FN": 13344, + "FP": 722, + "IoU": 0.654711932641088, + "TN": 76844123, + "TP": 26671, + "n_pred": 27393, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9566122806762654, + "FN": 5133, + "FP": 3826, + "IoU": 0.9168329883126166, + "TN": 76777137, + "TP": 98764, + "n_pred": 102590, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9606109915490001, + "FN": 5907, + "FP": 1597, + "IoU": 0.9242073792762128, + "TN": 76785853, + "TP": 91503, + "n_pred": 93100, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9554735145939992, + "FN": 1460, + "FP": 723, + "IoU": 0.9147432142159735, + "TN": 76859255, + "TP": 23422, + "n_pred": 24145, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8802347820352173, + "FN": 2408, + "FP": 1224, + "IoU": 0.7860886978031686, + "TN": 76867881, + "TP": 13347, + "n_pred": 14571, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9743058696566446, + "FN": 25997, + "FP": 32287, + "IoU": 0.9498990399121144, + "TN": 75721529, + "TP": 1105047, + "n_pred": 1137334, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9273763374653657, + "FN": 13552, + "FP": 9566, + "IoU": 0.8645868722250208, + "TN": 76714138, + "TP": 147604, + "n_pred": 157170, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9614645650064579, + "FN": 2493, + "FP": 3504, + "IoU": 0.9257888875139215, + "TN": 76804050, + "TP": 74813, + "n_pred": 78317, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9401636396331595, + "FN": 8115, + "FP": 2533, + "IoU": 0.8870837751855779, + "TN": 76790560, + "TP": 83652, + "n_pred": 86185, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956066301065993, + "FN": 8203, + "FP": 2492, + "IoU": 0.9158304804627553, + "TN": 130872867, + "TP": 116370, + "n_pred": 118862, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7729398559536058, + "FN": 7982, + "FP": 21148, + "IoU": 0.629911956397454, + "TN": 130921221, + "TP": 49581, + "n_pred": 70729, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7125365695091559, + "FN": 2280, + "FP": 373, + "IoU": 0.5534421814509342, + "TN": 130993991, + "TP": 3288, + "n_pred": 3661, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6816204690831557, + "FN": 3306, + "FP": 427, + "IoU": 0.5170138439642903, + "TN": 130992203, + "TP": 3996, + "n_pred": 4423, + "n_ref": 7302 + }, + "13": { + "Dice": 0.768674277569352, + "FN": 21253, + "FP": 13153, + "IoU": 0.6242655891667577, + "TN": 130908362, + "TP": 57164, + "n_pred": 70317, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7420611773180846, + "FN": 385746, + "FP": 3827, + "IoU": 0.5899024371757731, + "TN": 130049980, + "TP": 560379, + "n_pred": 564206, + "n_ref": 946125 + }, + "15": { + "Dice": 0.46518327207708354, + "FN": 15944, + "FP": 5592, + "IoU": 0.3030871788233771, + "TN": 130969030, + "TP": 9366, + "n_pred": 14958, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9505555088348798, + "FN": 15400, + "FP": 5766, + "IoU": 0.9057701639650789, + "TN": 130775311, + "TP": 203455, + "n_pred": 209221, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9633620920828223, + "FN": 13605, + "FP": 6889, + "IoU": 0.9293139723381506, + "TN": 130710002, + "TP": 269436, + "n_pred": 276325, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1356, + "IoU": 0.0, + "TN": 130996296, + "TP": 0, + "n_pred": 1356, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7703401489634233, + "FN": 7481, + "FP": 2201, + "IoU": 0.626466049382716, + "TN": 130974012, + "TP": 16238, + "n_pred": 18439, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9681015537899594, + "FN": 58479, + "FP": 34737, + "IoU": 0.9381752219373966, + "TN": 129492187, + "TP": 1414529, + "n_pred": 1449266, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8531833315963556, + "FN": 48524, + "FP": 5008, + "IoU": 0.7439579098409662, + "TN": 130790857, + "TP": 155543, + "n_pred": 160551, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9590015843455542, + "FN": 5266, + "FP": 5059, + "IoU": 0.9212325109473459, + "TN": 130868850, + "TP": 120757, + "n_pred": 125816, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8046718867739082, + "FN": 8097, + "FP": 15751, + "IoU": 0.6731807592161162, + "TN": 130926962, + "TP": 49122, + "n_pred": 64873, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631789504742565, + "FN": 1922, + "FP": 2321, + "IoU": 0.9289731828986575, + "TN": 74366960, + "TP": 55495, + "n_pred": 57816, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8447658237119305, + "FN": 15339, + "FP": 7975, + "IoU": 0.7312507204610951, + "TN": 74339948, + "TP": 63436, + "n_pred": 71411, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7579703637180063, + "FN": 700, + "FP": 378, + "IoU": 0.6102675343456254, + "TN": 74423932, + "TP": 1688, + "n_pred": 2066, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7066609735269, + "FN": 802, + "FP": 572, + "IoU": 0.5463849455265765, + "TN": 74423669, + "TP": 1655, + "n_pred": 2227, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5638140823453667, + "FN": 59979, + "FP": 7092, + "IoU": 0.39257736440286545, + "TN": 74316279, + "TP": 43348, + "n_pred": 50440, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9292990844507458, + "FN": 16866, + "FP": 6571, + "IoU": 0.867935266473578, + "TN": 74249232, + "TP": 154029, + "n_pred": 160600, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5727790043222737, + "FN": 13008, + "FP": 731, + "IoU": 0.4013246764564905, + "TN": 74403749, + "TP": 9210, + "n_pred": 9941, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9431914765751767, + "FN": 8891, + "FP": 4343, + "IoU": 0.8924904139858322, + "TN": 74303602, + "TP": 109862, + "n_pred": 114205, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9457036334524902, + "FN": 8043, + "FP": 6098, + "IoU": 0.8969998033374366, + "TN": 74289407, + "TP": 123150, + "n_pred": 129248, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7302262695351334, + "FN": 12097, + "FP": 1471, + "IoU": 0.5750837743885252, + "TN": 74394767, + "TP": 18363, + "n_pred": 19834, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750114737813614, + "FN": 15495, + "FP": 29206, + "IoU": 0.9512413542601778, + "TN": 73509917, + "TP": 872080, + "n_pred": 901286, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8236332632579048, + "FN": 34349, + "FP": 15400, + "IoU": 0.700150078655681, + "TN": 74260785, + "TP": 116164, + "n_pred": 131564, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9432842003521005, + "FN": 2243, + "FP": 2686, + "IoU": 0.89265647458513, + "TN": 74380780, + "TP": 40989, + "n_pred": 43675, + "n_ref": 43232 + }, + "9": { + "Dice": 0.910893687756084, + "FN": 2537, + "FP": 3574, + "IoU": 0.8363680179938949, + "TN": 74389352, + "TP": 31235, + "n_pred": 34809, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764026022625867, + "FN": 4724, + "FP": 1834, + "IoU": 0.9538932049073716, + "TN": 106504453, + "TP": 135677, + "n_pred": 137511, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8736044290544337, + "FN": 13818, + "FP": 10930, + "IoU": 0.7755751634579634, + "TN": 106536415, + "TP": 85525, + "n_pred": 96455, + "n_ref": 99343 + }, + "11": { + "Dice": 0.636818348176162, + "FN": 2041, + "FP": 936, + "IoU": 0.4671558976194738, + "TN": 106641101, + "TP": 2610, + "n_pred": 3546, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8262510889555706, + "FN": 1202, + "FP": 593, + "IoU": 0.7039419429325416, + "TN": 106640625, + "TP": 4268, + "n_pred": 4861, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8320908483633934, + "FN": 9802, + "FP": 2766, + "IoU": 0.7124619643551672, + "TN": 106602979, + "TP": 31141, + "n_pred": 33907, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9432808168325262, + "FN": 1013, + "FP": 7314, + "IoU": 0.892650414469698, + "TN": 106569119, + "TP": 69242, + "n_pred": 76556, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8324214276625524, + "FN": 6935, + "FP": 967, + "IoU": 0.7129468177855275, + "TN": 106619160, + "TP": 19626, + "n_pred": 20593, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9708677647285278, + "FN": 5095, + "FP": 5802, + "IoU": 0.9433848551759969, + "TN": 106454213, + "TP": 181578, + "n_pred": 187380, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9721548436560234, + "FN": 3404, + "FP": 5022, + "IoU": 0.9458183829108633, + "TN": 106491174, + "TP": 147088, + "n_pred": 152110, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8527039956262245, + "FN": 725, + "FP": 2508, + "IoU": 0.7432292907632436, + "TN": 106634097, + "TP": 9358, + "n_pred": 11866, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7479772974278469, + "FN": 1345, + "FP": 742, + "IoU": 0.5974151234567902, + "TN": 106641504, + "TP": 3097, + "n_pred": 3839, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9788003059961041, + "FN": 31490, + "FP": 22272, + "IoU": 0.9584808061961384, + "TN": 105351817, + "TP": 1241109, + "n_pred": 1263381, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9677558624360528, + "FN": 9575, + "FP": 12233, + "IoU": 0.9375261405891014, + "TN": 106297614, + "TP": 327266, + "n_pred": 339499, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9608877291843051, + "FN": 1800, + "FP": 3836, + "IoU": 0.9247198365100778, + "TN": 106571821, + "TP": 69231, + "n_pred": 73067, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9311755097102064, + "FN": 8127, + "FP": 3249, + "IoU": 0.8712146083570127, + "TN": 106558355, + "TP": 76957, + "n_pred": 80206, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707110509910016, + "FN": 6199, + "FP": 2765, + "IoU": 0.9430889663447803, + "TN": 107969419, + "TP": 148545, + "n_pred": 151310, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8786073260452826, + "FN": 4830, + "FP": 16257, + "IoU": 0.7834965810386251, + "TN": 108029530, + "TP": 76311, + "n_pred": 92568, + "n_ref": 81141 + }, + "11": { + "Dice": 0.768531976744186, + "FN": 922, + "FP": 352, + "IoU": 0.6240778990852759, + "TN": 108123539, + "TP": 2115, + "n_pred": 2467, + "n_ref": 3037 + }, + "12": { + "Dice": 0.789153292750415, + "FN": 1122, + "FP": 402, + "IoU": 0.6517367458866545, + "TN": 108122552, + "TP": 2852, + "n_pred": 3254, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8101026993417808, + "FN": 20746, + "FP": 5825, + "IoU": 0.6808173267505135, + "TN": 108043681, + "TP": 56676, + "n_pred": 62501, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8416650654972478, + "FN": 2659, + "FP": 11350, + "IoU": 0.7266163183264056, + "TN": 108075685, + "TP": 37234, + "n_pred": 48584, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6323654200384957, + "FN": 11954, + "FP": 5809, + "IoU": 0.4623789346246973, + "TN": 108093888, + "TP": 15277, + "n_pred": 21086, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9647912361695132, + "FN": 9942, + "FP": 3229, + "IoU": 0.9319774618209238, + "TN": 107933301, + "TP": 180456, + "n_pred": 183685, + "n_ref": 190398 + }, + "3": { + "Dice": 0.968566365552851, + "FN": 10027, + "FP": 2319, + "IoU": 0.9390486534521488, + "TN": 107924373, + "TP": 190209, + "n_pred": 192528, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9346411887124707, + "FN": 1198, + "FP": 3293, + "IoU": 0.8773017867876073, + "TN": 108090326, + "TP": 32111, + "n_pred": 35404, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8703170028818443, + "FN": 253, + "FP": 827, + "IoU": 0.7704081632653061, + "TN": 108122224, + "TP": 3624, + "n_pred": 4451, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9823569079220332, + "FN": 29189, + "FP": 22902, + "IoU": 0.9653255798318433, + "TN": 106624639, + "TP": 1450198, + "n_pred": 1473100, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9666062524794449, + "FN": 7856, + "FP": 9316, + "IoU": 0.9353707188558524, + "TN": 107861228, + "TP": 248528, + "n_pred": 257844, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9546692629553647, + "FN": 1988, + "FP": 1923, + "IoU": 0.913270058100856, + "TN": 108081834, + "TP": 41183, + "n_pred": 43106, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9138929203680962, + "FN": 4436, + "FP": 6362, + "IoU": 0.84143906020558, + "TN": 108058828, + "TP": 57302, + "n_pred": 63664, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9264207873914648, + "FN": 9048, + "FP": 9290, + "IoU": 0.8629272777557687, + "TN": 62436377, + "TP": 115445, + "n_pred": 124735, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8849051790118208, + "FN": 7118, + "FP": 6416, + "IoU": 0.7935694457155059, + "TN": 62504598, + "TP": 52028, + "n_pred": 58444, + "n_ref": 59146 + }, + "11": { + "Dice": 0.676687619568188, + "FN": 814, + "FP": 369, + "IoU": 0.5113589425857084, + "TN": 62567739, + "TP": 1238, + "n_pred": 1607, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7570731707317073, + "FN": 1163, + "FP": 829, + "IoU": 0.609105180533752, + "TN": 62565064, + "TP": 3104, + "n_pred": 3933, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8645526175859235, + "FN": 5939, + "FP": 5269, + "IoU": 0.7614202392609306, + "TN": 62523182, + "TP": 35770, + "n_pred": 41039, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9622747788098948, + "FN": 18745, + "FP": 7576, + "IoU": 0.9272924654431345, + "TN": 62208148, + "TP": 335691, + "n_pred": 343267, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9101166734210695, + "FN": 6001, + "FP": 10855, + "IoU": 0.835058809714856, + "TN": 62467966, + "TP": 85338, + "n_pred": 96193, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9572829857767955, + "FN": 5448, + "FP": 8971, + "IoU": 0.9180659495519453, + "TN": 62394177, + "TP": 161564, + "n_pred": 170535, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9728457047413739, + "FN": 6794, + "FP": 4001, + "IoU": 0.9471271348735606, + "TN": 62365991, + "TP": 193374, + "n_pred": 197375, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9154043144233691, + "FN": 2390, + "FP": 1508, + "IoU": 0.8440051224587802, + "TN": 62545172, + "TP": 21090, + "n_pred": 22598, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6393162393162393, + "FN": 3874, + "FP": 979, + "IoU": 0.46984924623115576, + "TN": 62561006, + "TP": 4301, + "n_pred": 5280, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9731408765544118, + "FN": 57932, + "FP": 19328, + "IoU": 0.9476868387642827, + "TN": 61093285, + "TP": 1399615, + "n_pred": 1418943, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9063962758787144, + "FN": 10894, + "FP": 25561, + "IoU": 0.8288160106687704, + "TN": 62357202, + "TP": 176503, + "n_pred": 202064, + "n_ref": 187397 + }, + "8": { + "Dice": 0.901677734362043, + "FN": 2165, + "FP": 12656, + "IoU": 0.8209591688813723, + "TN": 62487380, + "TP": 67959, + "n_pred": 80615, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8816463357854549, + "FN": 2256, + "FP": 10454, + "IoU": 0.7883430474604496, + "TN": 62510110, + "TP": 47340, + "n_pred": 57794, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9212168700257991, + "FN": 11475, + "FP": 34575, + "IoU": 0.8539407452986681, + "TN": 55065965, + "TP": 269233, + "n_pred": 303808, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8846153846153846, + "FN": 6189, + "FP": 12171, + "IoU": 0.7931034482758621, + "TN": 55292508, + "TP": 70380, + "n_pred": 82551, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7685463508476614, + "FN": 1131, + "FP": 794, + "IoU": 0.6240968560827963, + "TN": 55376127, + "TP": 3196, + "n_pred": 3990, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8155122169917058, + "FN": 1090, + "FP": 556, + "IoU": 0.6884935654806964, + "TN": 55375964, + "TP": 3638, + "n_pred": 4194, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7993109246468076, + "FN": 6384, + "FP": 17964, + "IoU": 0.6657101668154047, + "TN": 55308413, + "TP": 48487, + "n_pred": 66451, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9471471126808324, + "FN": 4410, + "FP": 5721, + "IoU": 0.899600622355238, + "TN": 55280341, + "TP": 90776, + "n_pred": 96497, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7927872772928375, + "FN": 4983, + "FP": 38340, + "IoU": 0.6567088487230485, + "TN": 55255049, + "TP": 82876, + "n_pred": 121216, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9667900277690803, + "FN": 7017, + "FP": 5923, + "IoU": 0.9357149599336284, + "TN": 55179957, + "TP": 188351, + "n_pred": 194274, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9689146091387953, + "FN": 8592, + "FP": 2656, + "IoU": 0.9397035567825458, + "TN": 55194703, + "TP": 175297, + "n_pred": 177953, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8374896406238228, + "FN": 1851, + "FP": 306, + "IoU": 0.7204147764095917, + "TN": 55373533, + "TP": 5558, + "n_pred": 5864, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7997976732422863, + "FN": 1687, + "FP": 292, + "IoU": 0.666385704652731, + "TN": 55375316, + "TP": 3953, + "n_pred": 4245, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9674337209859013, + "FN": 74180, + "FP": 21733, + "IoU": 0.9369216685146968, + "TN": 53860710, + "TP": 1424625, + "n_pred": 1446358, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8670161953913913, + "FN": 37749, + "FP": 4432, + "IoU": 0.7652502991345966, + "TN": 55201563, + "TP": 137504, + "n_pred": 141936, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9536235546850319, + "FN": 1773, + "FP": 2631, + "IoU": 0.911358009782018, + "TN": 55331565, + "TP": 45279, + "n_pred": 47910, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9081321388362313, + "FN": 3729, + "FP": 5818, + "IoU": 0.8317234815102055, + "TN": 55324514, + "TP": 47187, + "n_pred": 53005, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807094050572311, + "FN": 7067, + "FP": 4014, + "IoU": 0.9621489788319847, + "TN": 110853862, + "TP": 281672, + "n_pred": 285686, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8741942667300621, + "FN": 9649, + "FP": 11254, + "IoU": 0.7765054315285262, + "TN": 111053087, + "TP": 72625, + "n_pred": 83879, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8124754291704888, + "FN": 534, + "FP": 897, + "IoU": 0.6841756786581329, + "TN": 111142084, + "TP": 3100, + "n_pred": 3997, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7527050954160929, + "FN": 1191, + "FP": 66, + "IoU": 0.6034700315457413, + "TN": 111143445, + "TP": 1913, + "n_pred": 1979, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8720327649615514, + "FN": 10429, + "FP": 4881, + "IoU": 0.7731011485735457, + "TN": 111079140, + "TP": 52165, + "n_pred": 57046, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9239247892803112, + "FN": 2641, + "FP": 3695, + "IoU": 0.8586061458124121, + "TN": 111101804, + "TP": 38475, + "n_pred": 42170, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8855892526132737, + "FN": 2193, + "FP": 3794, + "IoU": 0.7946704163522875, + "TN": 111117457, + "TP": 23171, + "n_pred": 26965, + "n_ref": 25364 + }, + "2": { + "Dice": 0.967158561046133, + "FN": 7374, + "FP": 2712, + "IoU": 0.9364056519902395, + "TN": 110988016, + "TP": 148513, + "n_pred": 151225, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9754039409269596, + "FN": 5866, + "FP": 6172, + "IoU": 0.9519887689294987, + "TN": 110895882, + "TP": 238695, + "n_pred": 244867, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9307059220603889, + "FN": 914, + "FP": 1755, + "IoU": 0.8703928519399796, + "TN": 111126022, + "TP": 17924, + "n_pred": 19679, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8011766741650804, + "FN": 137, + "FP": 2161, + "IoU": 0.6683025404157044, + "TN": 111139687, + "TP": 4630, + "n_pred": 6791, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9811974063208614, + "FN": 20703, + "FP": 39986, + "IoU": 0.9630888382189174, + "TN": 109502424, + "TP": 1583502, + "n_pred": 1623488, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9031710712428788, + "FN": 55605, + "FP": 13673, + "IoU": 0.8234384119192707, + "TN": 110754242, + "TP": 323095, + "n_pred": 336768, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9407662082514735, + "FN": 3933, + "FP": 5715, + "IoU": 0.8881572846146712, + "TN": 111060351, + "TP": 76616, + "n_pred": 82331, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9168776449282058, + "FN": 6239, + "FP": 2757, + "IoU": 0.8465134531060723, + "TN": 111088004, + "TP": 49615, + "n_pred": 52372, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759799491739519, + "FN": 6711, + "FP": 2911, + "IoU": 0.9530867568331854, + "TN": 96915923, + "TP": 195480, + "n_pred": 198391, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9141352557316861, + "FN": 6180, + "FP": 6636, + "IoU": 0.8418500191270654, + "TN": 97039988, + "TP": 68221, + "n_pred": 74857, + "n_ref": 74401 + }, + "11": { + "Dice": 0.792197011621472, + "FN": 1049, + "FP": 453, + "IoU": 0.6558991981672394, + "TN": 97116660, + "TP": 2863, + "n_pred": 3316, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7096551724137931, + "FN": 2196, + "FP": 330, + "IoU": 0.549973276322822, + "TN": 97115412, + "TP": 3087, + "n_pred": 3417, + "n_ref": 5283 + }, + "13": { + "Dice": 0.896887759032432, + "FN": 4801, + "FP": 5907, + "IoU": 0.8130521317085094, + "TN": 97063747, + "TP": 46570, + "n_pred": 52477, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9329551042021257, + "FN": 9975, + "FP": 7751, + "IoU": 0.8743353797728594, + "TN": 96979967, + "TP": 123332, + "n_pred": 131083, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9083050654677077, + "FN": 620, + "FP": 13085, + "IoU": 0.8320136301235537, + "TN": 97039441, + "TP": 67879, + "n_pred": 80964, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9653167334052742, + "FN": 5034, + "FP": 6633, + "IoU": 0.9329586788256995, + "TN": 96946998, + "TP": 162360, + "n_pred": 168993, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9648423341790504, + "FN": 6884, + "FP": 8636, + "IoU": 0.9320728291316527, + "TN": 96892545, + "TP": 212960, + "n_pred": 221596, + "n_ref": 219844 + }, + "4": { + "Dice": 0.923402896699852, + "FN": 1326, + "FP": 1313, + "IoU": 0.8577051655343471, + "TN": 97102479, + "TP": 15907, + "n_pred": 17220, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7993124194241513, + "FN": 2228, + "FP": 2909, + "IoU": 0.6657122405153901, + "TN": 97105658, + "TP": 10230, + "n_pred": 13139, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9825302128291725, + "FN": 33405, + "FP": 21866, + "IoU": 0.9656603323438154, + "TN": 95511487, + "TP": 1554267, + "n_pred": 1576133, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9599116564568149, + "FN": 14703, + "FP": 11362, + "IoU": 0.9229135798087701, + "TN": 96782898, + "TP": 312062, + "n_pred": 323424, + "n_ref": 326765 + }, + "8": { + "Dice": 0.954679480179098, + "FN": 3946, + "FP": 5184, + "IoU": 0.9132887588800669, + "TN": 97015733, + "TP": 96162, + "n_pred": 101346, + "n_ref": 100108 + }, + "9": { + "Dice": 0.943731522004048, + "FN": 6386, + "FP": 4234, + "IoU": 0.8934580001805796, + "TN": 97021346, + "TP": 89059, + "n_pred": 93293, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755857306544923, + "FN": 5989, + "FP": 3578, + "IoU": 0.9523351634664249, + "TN": 78855691, + "TP": 191147, + "n_pred": 194725, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8669400567031187, + "FN": 7393, + "FP": 18889, + "IoU": 0.7651316788947373, + "TN": 78944504, + "TP": 85619, + "n_pred": 104508, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7663043478260869, + "FN": 753, + "FP": 623, + "IoU": 0.6211453744493393, + "TN": 79052773, + "TP": 2256, + "n_pred": 2879, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6115083418454205, + "FN": 1208, + "FP": 1074, + "IoU": 0.4404119666503188, + "TN": 79052327, + "TP": 1796, + "n_pred": 2870, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8153830607811106, + "FN": 17060, + "FP": 4864, + "IoU": 0.6883094726965127, + "TN": 78986066, + "TP": 48415, + "n_pred": 53279, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5654284683884928, + "FN": 17496, + "FP": 13834, + "IoU": 0.39414449257425743, + "TN": 79004693, + "TP": 20382, + "n_pred": 34216, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7149824880010377, + "FN": 10973, + "FP": 10999, + "IoU": 0.5563990228341846, + "TN": 79006874, + "TP": 27559, + "n_pred": 38558, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9537530717435083, + "FN": 5239, + "FP": 5187, + "IoU": 0.9115946207200638, + "TN": 78938471, + "TP": 107508, + "n_pred": 112695, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9522128250066837, + "FN": 9186, + "FP": 2075, + "IoU": 0.908784577376372, + "TN": 78932950, + "TP": 112194, + "n_pred": 114269, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8975208499942877, + "FN": 626, + "FP": 1168, + "IoU": 0.8140932642487047, + "TN": 79046755, + "TP": 7856, + "n_pred": 9024, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9032194931010862, + "FN": 343, + "FP": 646, + "IoU": 0.823518915060671, + "TN": 79050801, + "TP": 4615, + "n_pred": 5261, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9822370320633734, + "FN": 22550, + "FP": 24328, + "IoU": 0.96509409657017, + "TN": 77713423, + "TP": 1296104, + "n_pred": 1320432, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.962200020162253, + "FN": 20599, + "FP": 15022, + "IoU": 0.9271536315819611, + "TN": 78567417, + "TP": 453367, + "n_pred": 468389, + "n_ref": 473966 + }, + "8": { + "Dice": 0.948899664304364, + "FN": 999, + "FP": 2289, + "IoU": 0.9027679205110007, + "TN": 79022589, + "TP": 30528, + "n_pred": 32817, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9386127372715983, + "FN": 5154, + "FP": 3497, + "IoU": 0.8843263625180511, + "TN": 78981617, + "TP": 66137, + "n_pred": 69634, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698328338386151, + "FN": 9972, + "FP": 3929, + "IoU": 0.9414324836738993, + "TN": 122474590, + "TP": 223449, + "n_pred": 227378, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8719819063479174, + "FN": 15360, + "FP": 12545, + "IoU": 0.7730212052935961, + "TN": 122588999, + "TP": 95036, + "n_pred": 107581, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8420391762933199, + "FN": 829, + "FP": 429, + "IoU": 0.7271741487746692, + "TN": 122707329, + "TP": 3353, + "n_pred": 3782, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3907907425265188, + "FN": 4669, + "FP": 385, + "IoU": 0.24284644194756555, + "TN": 122705265, + "TP": 1621, + "n_pred": 2006, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6763540023459936, + "FN": 20357, + "FP": 11649, + "IoU": 0.5109780134150255, + "TN": 122646491, + "TP": 33443, + "n_pred": 45092, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9253701622882501, + "FN": 10105, + "FP": 5636, + "IoU": 0.8611059639463166, + "TN": 122598609, + "TP": 97590, + "n_pred": 103226, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7993156972377535, + "FN": 3198, + "FP": 20850, + "IoU": 0.6657167878341372, + "TN": 122640001, + "TP": 47891, + "n_pred": 68741, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9704710560944226, + "FN": 3821, + "FP": 4280, + "IoU": 0.9426360102251081, + "TN": 122570719, + "TP": 133120, + "n_pred": 137400, + "n_ref": 136941 + }, + "3": { + "Dice": 0.976714367016134, + "FN": 3435, + "FP": 3357, + "IoU": 0.9544884981606439, + "TN": 122562703, + "TP": 142445, + "n_pred": 145802, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9546856907498504, + "FN": 4051, + "FP": 1780, + "IoU": 0.9133001263846554, + "TN": 122644685, + "TP": 61424, + "n_pred": 63204, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7588445522804026, + "FN": 5637, + "FP": 1718, + "IoU": 0.6114017012733133, + "TN": 122693013, + "TP": 11572, + "n_pred": 13290, + "n_ref": 17209 + }, + "6": { + "Dice": 0.983016595454281, + "FN": 38460, + "FP": 19326, + "IoU": 0.9666004293289221, + "TN": 120981798, + "TP": 1672356, + "n_pred": 1691682, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8084837025771713, + "FN": 74484, + "FP": 158486, + "IoU": 0.6785334823584607, + "TN": 121987230, + "TP": 491740, + "n_pred": 650226, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9158546220700553, + "FN": 4305, + "FP": 19977, + "IoU": 0.8447710433620794, + "TN": 122555513, + "TP": 132145, + "n_pred": 152122, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9169262581234223, + "FN": 6457, + "FP": 5917, + "IoU": 0.8465963328911644, + "TN": 122631277, + "TP": 68289, + "n_pred": 74206, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..b77d43be9db0e131b2b007007918b648facb5c55 --- /dev/null +++ b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.679955280911415, + "FN": 2774.564444444445, + "FP": 3667.466666666667, + "IoU": 0.5992449143608496, + "TN": 877180.22, + "TP": 21743.082222222223, + "n_pred": 25410.54888888889, + "n_ref": 24517.64666666667 + }, + "mean": { + "1": { + "Dice": 0.8525874144694814, + "FN": 2908.8333333333335, + "FP": 4890.633333333333, + "IoU": 0.7879009189088829, + "TN": 848039.7666666667, + "TP": 49526.1, + "n_pred": 54416.73333333333, + "n_ref": 52434.933333333334 + }, + "10": { + "Dice": 0.7348887638154602, + "FN": 3368.9333333333334, + "FP": 1838.5, + "IoU": 0.6275072987123211, + "TN": 888494.9, + "TP": 11663.0, + "n_pred": 13501.5, + "n_ref": 15031.933333333332 + }, + "11": { + "Dice": 0.2937176631506867, + "FN": 211.3, + "FP": 98.76666666666667, + "IoU": 0.22840740131573933, + "TN": 904736.9333333333, + "TP": 318.3333333333333, + "n_pred": 417.1, + "n_ref": 529.6333333333333 + }, + "12": { + "Dice": 0.4647452762323161, + "FN": 569.4, + "FP": 207.8, + "IoU": 0.35868742310499296, + "TN": 903965.0, + "TP": 623.1333333333333, + "n_pred": 830.9333333333333, + "n_ref": 1192.5333333333333 + }, + "13": { + "Dice": 0.5952158573709627, + "FN": 3181.3333333333335, + "FP": 2892.4666666666667, + "IoU": 0.47953259813077437, + "TN": 891969.1666666666, + "TP": 7322.366666666667, + "n_pred": 10214.833333333334, + "n_ref": 10503.7 + }, + "14": { + "Dice": 0.6714443428488956, + "FN": 672.6, + "FP": 1261.3333333333333, + "IoU": 0.5976398730208456, + "TN": 892922.0, + "TP": 10509.4, + "n_pred": 11770.733333333334, + "n_ref": 11182.0 + }, + "15": { + "Dice": 0.5743147987230883, + "FN": 1009.3333333333334, + "FP": 3281.366666666667, + "IoU": 0.5018928948434779, + "TN": 892543.9666666667, + "TP": 8530.666666666666, + "n_pred": 11812.033333333333, + "n_ref": 9540.0 + }, + "2": { + "Dice": 0.7724566455306172, + "FN": 2503.266666666667, + "FP": 3033.5, + "IoU": 0.6962979889064608, + "TN": 874657.1, + "TP": 25171.466666666667, + "n_pred": 28204.966666666667, + "n_ref": 27674.733333333334 + }, + "3": { + "Dice": 0.6179239016880615, + "FN": 975.3333333333334, + "FP": 2369.366666666667, + "IoU": 0.5701112789685651, + "TN": 886855.1666666666, + "TP": 15165.466666666667, + "n_pred": 17534.833333333332, + "n_ref": 16140.8 + }, + "4": { + "Dice": 0.5504433943604161, + "FN": 923.2333333333333, + "FP": 1700.1, + "IoU": 0.4872589872100352, + "TN": 896585.9666666667, + "TP": 6156.033333333334, + "n_pred": 7856.133333333333, + "n_ref": 7079.266666666666 + }, + "5": { + "Dice": 0.7284100394980424, + "FN": 817.7, + "FP": 461.8666666666667, + "IoU": 0.6168745193687692, + "TN": 901663.5333333333, + "TP": 2422.233333333333, + "n_pred": 2884.1, + "n_ref": 3239.9333333333334 + }, + "6": { + "Dice": 0.8797737750515429, + "FN": 7260.766666666666, + "FP": 25155.2, + "IoU": 0.8200213193758098, + "TN": 767439.0, + "TP": 105510.36666666667, + "n_pred": 130665.56666666667, + "n_ref": 112771.13333333333 + }, + "7": { + "Dice": 0.8424469932011417, + "FN": 15387.5, + "FP": 5919.133333333333, + "IoU": 0.7547963582411636, + "TN": 819907.6, + "TP": 64151.1, + "n_pred": 70070.23333333334, + "n_ref": 79538.6 + }, + "8": { + "Dice": 0.8683376679254701, + "FN": 619.8333333333334, + "FP": 859.9, + "IoU": 0.8089321531157909, + "TN": 891346.6, + "TP": 12539.0, + "n_pred": 13398.9, + "n_ref": 13158.833333333334 + }, + "9": { + "Dice": 0.7526226798050416, + "FN": 1209.1, + "FP": 1042.0666666666666, + "IoU": 0.6528127021891168, + "TN": 896576.6, + "TP": 6537.566666666667, + "n_pred": 7579.633333333333, + "n_ref": 7746.666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9760316443420457, + "FN": 7243, + "FP": 913, + "IoU": 0.9531853586577813, + "TN": 526709, + "TP": 166063, + "n_pred": 166976, + "n_ref": 173306 + }, + "10": { + "Dice": 0.7854158056665289, + "FN": 3078, + "FP": 1595, + "IoU": 0.6466540642722117, + "TN": 687703, + "TP": 8552, + "n_pred": 10147, + "n_ref": 11630 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.6279977691020636, + "FN": 5324, + "FP": 679, + "IoU": 0.45772357723577234, + "TN": 689858, + "TP": 5067, + "n_pred": 5746, + "n_ref": 10391 + }, + "13": { + "Dice": 0.8011389730871682, + "FN": 1660, + "FP": 505, + "IoU": 0.6682500766166105, + "TN": 694402, + "TP": 4361, + "n_pred": 4866, + "n_ref": 6021 + }, + "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": 0.9610301304661936, + "FN": 1506, + "FP": 1245, + "IoU": 0.9249836387434555, + "TN": 664256, + "TP": 33921, + "n_pred": 35166, + "n_ref": 35427 + }, + "3": { + "Dice": 0.9409235501800258, + "FN": 705, + "FP": 2675, + "IoU": 0.8884377991220253, + "TN": 670631, + "TP": 26917, + "n_pred": 29592, + "n_ref": 27622 + }, + "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": 0.9640780889035566, + "FN": 711, + "FP": 704, + "IoU": 0.9306474538058128, + "TN": 680525, + "TP": 18988, + "n_pred": 19692, + "n_ref": 19699 + }, + "7": { + "Dice": 0.9225144895229603, + "FN": 946, + "FP": 792, + "IoU": 0.8561734524991724, + "TN": 688844, + "TP": 10346, + "n_pred": 11138, + "n_ref": 11292 + }, + "8": { + "Dice": 0.9483048979411894, + "FN": 1173, + "FP": 4690, + "IoU": 0.9016918459397374, + "TN": 641289, + "TP": 53776, + "n_pred": 58466, + "n_ref": 54949 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7867055982120328, + "FN": 4444, + "FP": 1473, + "IoU": 0.6484045397825182, + "TN": 508867, + "TP": 10912, + "n_pred": 12385, + "n_ref": 15356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5394353487172876, + "FN": 10102, + "FP": 7761, + "IoU": 0.36933342748199405, + "TN": 497372, + "TP": 10461, + "n_pred": 18222, + "n_ref": 20563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8443496801705757, + "FN": 1075, + "FP": 385, + "IoU": 0.7306273062730627, + "TN": 520276, + "TP": 3960, + "n_pred": 4345, + "n_ref": 5035 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9163777977489622, + "FN": 1369, + "FP": 2539, + "IoU": 0.8456617037241815, + "TN": 500375, + "TP": 21413, + "n_pred": 23952, + "n_ref": 22782 + }, + "7": { + "Dice": 0.8410968003299306, + "FN": 38049, + "FP": 5490, + "IoU": 0.7257696765091203, + "TN": 366928, + "TP": 115229, + "n_pred": 120719, + "n_ref": 153278 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9040892193308551, + "FN": 261, + "FP": 255, + "IoU": 0.824966078697422, + "TN": 522748, + "TP": 2432, + "n_pred": 2687, + "n_ref": 2693 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7670704845814978, + "FN": 127, + "FP": 719, + "IoU": 0.6221527467619473, + "TN": 348225, + "TP": 1393, + "n_pred": 2112, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8152228342513771, + "FN": 270, + "FP": 99, + "IoU": 0.6880811496196112, + "TN": 349281, + "TP": 814, + "n_pred": 913, + "n_ref": 1084 + }, + "6": { + "Dice": 0.9181091116823764, + "FN": 5099, + "FP": 635, + "IoU": 0.848615254640019, + "TN": 312587, + "TP": 32143, + "n_pred": 32778, + "n_ref": 37242 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8991182572614108, + "FN": 1846, + "FP": 488, + "IoU": 0.8167255594817432, + "TN": 337729, + "TP": 10401, + "n_pred": 10889, + "n_ref": 12247 + }, + "9": { + "Dice": 0.8201542546466052, + "FN": 4606, + "FP": 9618, + "IoU": 0.6951368497760251, + "TN": 303807, + "TP": 32433, + "n_pred": 42051, + "n_ref": 37039 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.002442002442002442, + "FN": 817, + "FP": 0, + "IoU": 0.0012224938875305623, + "TN": 524878, + "TP": 1, + "n_pred": 1, + "n_ref": 818 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8441821649976157, + "FN": 1600, + "FP": 1014, + "IoU": 0.7303764827230531, + "TN": 516001, + "TP": 7081, + "n_pred": 8095, + "n_ref": 8681 + }, + "14": { + "Dice": 0.9122964569530814, + "FN": 5251, + "FP": 5101, + "IoU": 0.8387363108127054, + "TN": 461503, + "TP": 53841, + "n_pred": 58942, + "n_ref": 59092 + }, + "15": { + "Dice": 0.9198325118855498, + "FN": 4356, + "FP": 2996, + "IoU": 0.8515647082576216, + "TN": 476166, + "TP": 42178, + "n_pred": 45174, + "n_ref": 46534 + }, + "2": { + "Dice": 0.8893640658103651, + "FN": 19678, + "FP": 2829, + "IoU": 0.8007701159599894, + "TN": 412726, + "TP": 90463, + "n_pred": 93292, + "n_ref": 110141 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13174, + "IoU": 0.0, + "TN": 512522, + "TP": 0, + "n_pred": 13174, + "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": 0.938953488372093, + "FN": 356, + "FP": 148, + "IoU": 0.8849315068493151, + "TN": 521316, + "TP": 3876, + "n_pred": 4024, + "n_ref": 4232 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7989821882951654, + "FN": 1492, + "FP": 404, + "IoU": 0.6652542372881356, + "TN": 1220960, + "TP": 3768, + "n_pred": 4172, + "n_ref": 5260 + }, + "10": { + "Dice": 0.667178699436764, + "FN": 10881, + "FP": 6019, + "IoU": 0.5005762581636574, + "TN": 1192785, + "TP": 16939, + "n_pred": 22958, + "n_ref": 27820 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 1226480, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "12": { + "Dice": 0.6303418803418803, + "FN": 2473, + "FP": 987, + "IoU": 0.46021840873634945, + "TN": 1220214, + "TP": 2950, + "n_pred": 3937, + "n_ref": 5423 + }, + "13": { + "Dice": 0.1474593927234847, + "FN": 21832, + "FP": 265, + "IoU": 0.07959846717760746, + "TN": 1202616, + "TP": 1911, + "n_pred": 2176, + "n_ref": 23743 + }, + "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": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.9098086714667025, + "FN": 1879, + "FP": 2142, + "IoU": 0.8345403670479796, + "TN": 1202322, + "TP": 20281, + "n_pred": 22423, + "n_ref": 22160 + }, + "4": { + "Dice": 0.8854034364590573, + "FN": 4542, + "FP": 5022, + "IoU": 0.7943712240115242, + "TN": 1180113, + "TP": 36947, + "n_pred": 41969, + "n_ref": 41489 + }, + "5": { + "Dice": 0.0, + "FN": 486, + "FP": 0, + "IoU": 0.0, + "TN": 1226138, + "TP": 0, + "n_pred": 0, + "n_ref": 486 + }, + "6": { + "Dice": 0.9234878253428925, + "FN": 8154, + "FP": 10266, + "IoU": 0.8578517243774261, + "TN": 1097041, + "TP": 111163, + "n_pred": 121429, + "n_ref": 119317 + }, + "7": { + "Dice": 0.7226481817612819, + "FN": 244511, + "FP": 39089, + "IoU": 0.5657393456077812, + "TN": 573560, + "TP": 369464, + "n_pred": 408553, + "n_ref": 613975 + }, + "8": { + "Dice": 0.9328910324960171, + "FN": 840, + "FP": 2235, + "IoU": 0.8742228403141361, + "TN": 1202176, + "TP": 21373, + "n_pred": 23608, + "n_ref": 22213 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8135408729726787, + "FN": 1049, + "FP": 664, + "IoU": 0.6856880733944954, + "TN": 1396406, + "TP": 3737, + "n_pred": 4401, + "n_ref": 4786 + }, + "10": { + "Dice": 0.6934198636326296, + "FN": 21681, + "FP": 8175, + "IoU": 0.5307136120716756, + "TN": 1338236, + "TP": 33764, + "n_pred": 41939, + "n_ref": 55445 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 1401774, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "12": { + "Dice": 0.01127554615926709, + "FN": 718, + "FP": 2088, + "IoU": 0.005669737774627924, + "TN": 1399034, + "TP": 16, + "n_pred": 2104, + "n_ref": 734 + }, + "13": { + "Dice": 0.3514929450711921, + "FN": 3501, + "FP": 16676, + "IoU": 0.2132189510625853, + "TN": 1376211, + "TP": 5468, + "n_pred": 22144, + "n_ref": 8969 + }, + "14": { + "Dice": 0.8134604240353296, + "FN": 1911, + "FP": 7424, + "IoU": 0.6855737815352487, + "TN": 1372167, + "TP": 20354, + "n_pred": 27778, + "n_ref": 22265 + }, + "15": { + "Dice": 0.8336411666165543, + "FN": 2826, + "FP": 1047, + "IoU": 0.7147381601237387, + "TN": 1388279, + "TP": 9704, + "n_pred": 10751, + "n_ref": 12530 + }, + "2": { + "Dice": 0.9392268718134115, + "FN": 9885, + "FP": 1546, + "IoU": 0.8854172931577153, + "TN": 1302094, + "TP": 88331, + "n_pred": 89877, + "n_ref": 98216 + }, + "3": { + "Dice": 0.676056338028169, + "FN": 962, + "FP": 73, + "IoU": 0.5106382978723404, + "TN": 1399741, + "TP": 1080, + "n_pred": 1153, + "n_ref": 2042 + }, + "4": { + "Dice": 0.8107958935864886, + "FN": 3066, + "FP": 362, + "IoU": 0.6817970853058573, + "TN": 1391083, + "TP": 7345, + "n_pred": 7707, + "n_ref": 10411 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968021624929872, + "FN": 3790, + "FP": 15020, + "IoU": 0.9380251062567955, + "TN": 1098346, + "TP": 284700, + "n_pred": 299720, + "n_ref": 288490 + }, + "7": { + "Dice": 0.58265491075543, + "FN": 49964, + "FP": 4376, + "IoU": 0.41108895439569965, + "TN": 1309584, + "TP": 37932, + "n_pred": 42308, + "n_ref": 87896 + }, + "8": { + "Dice": 0.8932167024261429, + "FN": 1123, + "FP": 4053, + "IoU": 0.8070384730092455, + "TN": 1375032, + "TP": 21648, + "n_pred": 25701, + "n_ref": 22771 + }, + "9": { + "Dice": 0.8629208686836348, + "FN": 2773, + "FP": 2365, + "IoU": 0.7588925387142187, + "TN": 1380546, + "TP": 16172, + "n_pred": 18537, + "n_ref": 18945 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6887101190398581, + "FN": 23531, + "FP": 344, + "IoU": 0.5252157658195123, + "TN": 475410, + "TP": 26411, + "n_pred": 26755, + "n_ref": 49942 + }, + "10": { + "Dice": 0.8183941605839417, + "FN": 621, + "FP": 623, + "IoU": 0.6926118112181863, + "TN": 521649, + "TP": 2803, + "n_pred": 3426, + "n_ref": 3424 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 66, + "IoU": 0.0, + "TN": 525630, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 525535, + "TP": 0, + "n_pred": 161, + "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": 0.9507407605498208, + "FN": 761, + "FP": 160, + "IoU": 0.9061066367621572, + "TN": 515887, + "TP": 8888, + "n_pred": 9048, + "n_ref": 9649 + }, + "7": { + "Dice": 0.9721374571443068, + "FN": 5268, + "FP": 2420, + "IoU": 0.9457854689824903, + "TN": 383889, + "TP": 134119, + "n_pred": 136539, + "n_ref": 139387 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.577351520864998, + "FN": 4674, + "FP": 39262, + "IoU": 0.405828656433836, + "TN": 1327911, + "TP": 30009, + "n_pred": 69271, + "n_ref": 34683 + }, + "10": { + "Dice": 0.875095149124628, + "FN": 1179, + "FP": 4236, + "IoU": 0.7779281496062992, + "TN": 1377472, + "TP": 18969, + "n_pred": 23205, + "n_ref": 20148 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8413205537806177, + "FN": 50, + "FP": 99, + "IoU": 0.7261029411764706, + "TN": 1401312, + "TP": 395, + "n_pred": 494, + "n_ref": 445 + }, + "13": { + "Dice": 0.0, + "FN": 91, + "FP": 0, + "IoU": 0.0, + "TN": 1401765, + "TP": 0, + "n_pred": 0, + "n_ref": 91 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8580121703853956, + "FN": 74, + "FP": 206, + "IoU": 0.7513321492007105, + "TN": 1400730, + "TP": 846, + "n_pred": 1052, + "n_ref": 920 + }, + "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": 0.9413349117719645, + "FN": 57642, + "FP": 3212, + "IoU": 0.8891715824383564, + "TN": 852773, + "TP": 488229, + "n_pred": 491441, + "n_ref": 545871 + }, + "7": { + "Dice": 0.7951053361927589, + "FN": 15666, + "FP": 576, + "IoU": 0.6598961387050841, + "TN": 1354100, + "TP": 31514, + "n_pred": 32090, + "n_ref": 47180 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1047, + "IoU": 0.0, + "TN": 1400809, + "TP": 0, + "n_pred": 1047, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9461036821201242, + "FN": 8981, + "FP": 3449, + "IoU": 0.8977198857885772, + "TN": 404167, + "TP": 109099, + "n_pred": 112548, + "n_ref": 118080 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6301, + "IoU": 0.0, + "TN": 519395, + "TP": 0, + "n_pred": 6301, + "n_ref": 0 + }, + "4": { + "Dice": 0.8961515689757252, + "FN": 11704, + "FP": 1451, + "IoU": 0.8118429521561896, + "TN": 455781, + "TP": 56760, + "n_pred": 58211, + "n_ref": 68464 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812145432188469, + "FN": 2686, + "FP": 675, + "IoU": 0.9631218591586386, + "TN": 434558, + "TP": 87777, + "n_pred": 88452, + "n_ref": 90463 + }, + "7": { + "Dice": 0.8108108108108109, + "FN": 143, + "FP": 221, + "IoU": 0.6818181818181818, + "TN": 524552, + "TP": 780, + "n_pred": 1001, + "n_ref": 923 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8380061594616174, + "FN": 8819, + "FP": 5383, + "IoU": 0.7211795193968902, + "TN": 474760, + "TP": 36734, + "n_pred": 42117, + "n_ref": 45553 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7458512646281615, + "FN": 6928, + "FP": 9903, + "IoU": 0.5947071855133885, + "TN": 484168, + "TP": 24697, + "n_pred": 34600, + "n_ref": 31625 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.776472225968252, + "FN": 3067, + "FP": 48316, + "IoU": 0.6346175726028955, + "TN": 385068, + "TP": 89245, + "n_pred": 137561, + "n_ref": 92312 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 525195, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 525435, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9530775075987842, + "FN": 1632, + "FP": 838, + "IoU": 0.9103610959898385, + "TN": 498141, + "TP": 25085, + "n_pred": 25923, + "n_ref": 26717 + }, + "7": { + "Dice": 0.929192297710167, + "FN": 11941, + "FP": 3610, + "IoU": 0.8677489858572801, + "TN": 408109, + "TP": 102036, + "n_pred": 105646, + "n_ref": 113977 + }, + "8": { + "Dice": 0.8885976408912188, + "FN": 144, + "FP": 196, + "IoU": 0.7995283018867925, + "TN": 524000, + "TP": 1356, + "n_pred": 1552, + "n_ref": 1500 + }, + "9": { + "Dice": 0.8932867013563082, + "FN": 1893, + "FP": 609, + "IoU": 0.8071527670726067, + "TN": 512722, + "TP": 10472, + "n_pred": 11081, + "n_ref": 12365 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "10": { + "Dice": 0.8885080365000695, + "FN": 5897, + "FP": 3731, + "IoU": 0.7993832305384231, + "TN": 828168, + "TP": 38364, + "n_pred": 42095, + "n_ref": 44261 + }, + "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": 0.820038443056223, + "FN": 567, + "FP": 2429, + "IoU": 0.6949704744451232, + "TN": 866338, + "TP": 6826, + "n_pred": 9255, + "n_ref": 7393 + }, + "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": 0.9102000517172477, + "FN": 14407, + "FP": 873, + "IoU": 0.8351992061951293, + "TN": 783442, + "TP": 77438, + "n_pred": 78311, + "n_ref": 91845 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10377, + "IoU": 0.0, + "TN": 865783, + "TP": 0, + "n_pred": 10377, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9157152451309604, + "FN": 158, + "FP": 846, + "IoU": 0.8445339114276866, + "TN": 869702, + "TP": 5454, + "n_pred": 6300, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9375453133091662, + "FN": 1053, + "FP": 153, + "IoU": 0.8824332228504582, + "TN": 865902, + "TP": 9052, + "n_pred": 9205, + "n_ref": 10105 + }, + "7": { + "Dice": 0.9935935759920286, + "FN": 2071, + "FP": 115, + "IoU": 0.9872687140003378, + "TN": 704457, + "TP": 169517, + "n_pred": 169632, + "n_ref": 171588 + }, + "8": { + "Dice": 0.9810427696586722, + "FN": 444, + "FP": 1110, + "IoU": 0.9627909204099224, + "TN": 834396, + "TP": 40210, + "n_pred": 41320, + "n_ref": 40654 + }, + "9": { + "Dice": 0.9234424498416051, + "FN": 555, + "FP": 25, + "IoU": 0.8577734183423247, + "TN": 872082, + "TP": 3498, + "n_pred": 3523, + "n_ref": 4053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9918423023429978, + "FN": 2355, + "FP": 85, + "IoU": 0.983816623776298, + "TN": 725388, + "TP": 148332, + "n_pred": 148417, + "n_ref": 150687 + }, + "10": { + "Dice": 0.8475957620211899, + "FN": 187, + "FP": 0, + "IoU": 0.7355021216407355, + "TN": 875453, + "TP": 520, + "n_pred": 520, + "n_ref": 707 + }, + "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": 0.0, + "FN": 0, + "FP": 1553, + "IoU": 0.0, + "TN": 874607, + "TP": 0, + "n_pred": 1553, + "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": 0.9922383990179263, + "FN": 4549, + "FP": 370, + "IoU": 0.9845963549821507, + "TN": 556820, + "TP": 314421, + "n_pred": 314791, + "n_ref": 318970 + }, + "7": { + "Dice": 0.890318664643399, + "FN": 78, + "FP": 1729, + "IoU": 0.8023192210917842, + "TN": 867019, + "TP": 7334, + "n_pred": 9063, + "n_ref": 7412 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9002217294900222, + "FN": 26, + "FP": 19, + "IoU": 0.8185483870967742, + "TN": 1401608, + "TP": 203, + "n_pred": 222, + "n_ref": 229 + }, + "10": { + "Dice": 0.8892197736748064, + "FN": 2770, + "FP": 1322, + "IoU": 0.8005361930294906, + "TN": 1381341, + "TP": 16423, + "n_pred": 17745, + "n_ref": 19193 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 26, + "FP": 6, + "IoU": 0.5, + "TN": 1401792, + "TP": 32, + "n_pred": 38, + "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": 0.8746904408122833, + "FN": 150, + "FP": 103, + "IoU": 0.7772887323943662, + "TN": 1400720, + "TP": 883, + "n_pred": 986, + "n_ref": 1033 + }, + "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": 0.9790285915538053, + "FN": 429, + "FP": 226, + "IoU": 0.9589187155042649, + "TN": 1385912, + "TP": 15289, + "n_pred": 15515, + "n_ref": 15718 + }, + "4": { + "Dice": 0.6279858589719091, + "FN": 1455, + "FP": 29693, + "IoU": 0.45771092308228, + "TN": 1344418, + "TP": 26290, + "n_pred": 55983, + "n_ref": 27745 + }, + "5": { + "Dice": 0.9201444622792937, + "FN": 164, + "FP": 632, + "IoU": 0.852099591230026, + "TN": 1396474, + "TP": 4586, + "n_pred": 5218, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9622591321856303, + "FN": 5774, + "FP": 5435, + "IoU": 0.9272634065306546, + "TN": 1247752, + "TP": 142895, + "n_pred": 148330, + "n_ref": 148669 + }, + "7": { + "Dice": 0.9127101061430676, + "FN": 14549, + "FP": 5772, + "IoU": 0.8394358407079646, + "TN": 1275296, + "TP": 106239, + "n_pred": 112011, + "n_ref": 120788 + }, + "8": { + "Dice": 0.9769477482293198, + "FN": 79, + "FP": 611, + "IoU": 0.9549343609169878, + "TN": 1386545, + "TP": 14621, + "n_pred": 15232, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8785163250993532, + "FN": 2849, + "FP": 3387, + "IoU": 0.7833518621456365, + "TN": 1373072, + "TP": 22548, + "n_pred": 25935, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8690219779042231, + "FN": 6919, + "FP": 5304, + "IoU": 0.7683809595997878, + "TN": 472924, + "TP": 40549, + "n_pred": 45853, + "n_ref": 47468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5556811758055399, + "FN": 123, + "FP": 4593, + "IoU": 0.3847358121330724, + "TN": 518031, + "TP": 2949, + "n_pred": 7542, + "n_ref": 3072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8025878003696858, + "FN": 38, + "FP": 1030, + "IoU": 0.6702686014201914, + "TN": 522457, + "TP": 2171, + "n_pred": 3201, + "n_ref": 2209 + }, + "7": { + "Dice": 0.9198507102005746, + "FN": 2467, + "FP": 518, + "IoU": 0.8515959033508999, + "TN": 505582, + "TP": 17129, + "n_pred": 17647, + "n_ref": 19596 + }, + "8": { + "Dice": 0.886736214605067, + "FN": 413, + "FP": 43, + "IoU": 0.7965194109772423, + "TN": 523455, + "TP": 1785, + "n_pred": 1828, + "n_ref": 2198 + }, + "9": { + "Dice": 0.6584717607973422, + "FN": 384, + "FP": 644, + "IoU": 0.4908370480435859, + "TN": 523677, + "TP": 991, + "n_pred": 1635, + "n_ref": 1375 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676491942398272, + "FN": 8359, + "FP": 508, + "IoU": 0.9373259446698426, + "TN": 734682, + "TP": 132611, + "n_pred": 133119, + "n_ref": 140970 + }, + "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": 0.9912168514487537, + "FN": 525, + "FP": 1549, + "IoU": 0.9825866469639979, + "TN": 757056, + "TP": 117030, + "n_pred": 118579, + "n_ref": 117555 + }, + "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": 0.9826068433659518, + "FN": 1935, + "FP": 2066, + "IoU": 0.9658083868155909, + "TN": 759143, + "TP": 113016, + "n_pred": 115082, + "n_ref": 114951 + }, + "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": 0.6606109759394431, + "FN": 813, + "FP": 5464, + "IoU": 0.4932181495236557, + "TN": 863774, + "TP": 6109, + "n_pred": 11573, + "n_ref": 6922 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9028035768283728, + "FN": 17795, + "FP": 205, + "IoU": 0.8228276703807237, + "TN": 599332, + "TP": 83596, + "n_pred": 83801, + "n_ref": 101391 + }, + "10": { + "Dice": 0.8852248394004283, + "FN": 842, + "FP": 2374, + "IoU": 0.7940837495197849, + "TN": 685310, + "TP": 12402, + "n_pred": 14776, + "n_ref": 13244 + }, + "11": { + "Dice": 0.7404766754939907, + "FN": 1099, + "FP": 1449, + "IoU": 0.5879023127931425, + "TN": 694745, + "TP": 3635, + "n_pred": 5084, + "n_ref": 4734 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7841930618401206, + "FN": 6581, + "FP": 573, + "IoU": 0.6449980150853514, + "TN": 680776, + "TP": 12998, + "n_pred": 13571, + "n_ref": 19579 + }, + "14": { + "Dice": 0.5218349868566099, + "FN": 280, + "FP": 10998, + "IoU": 0.3530289123451124, + "TN": 683496, + "TP": 6154, + "n_pred": 17152, + "n_ref": 6434 + }, + "15": { + "Dice": 0.838315179925548, + "FN": 8997, + "FP": 14457, + "IoU": 0.7216373713756721, + "TN": 616671, + "TP": 60803, + "n_pred": 75260, + "n_ref": 69800 + }, + "2": { + "Dice": 0.9593557164374908, + "FN": 1946, + "FP": 1400, + "IoU": 0.9218863079257616, + "TN": 658093, + "TP": 39489, + "n_pred": 40889, + "n_ref": 41435 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 700831, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8856633778575065, + "FN": 1443, + "FP": 17423, + "IoU": 0.7947897971392832, + "TN": 608993, + "TP": 73069, + "n_pred": 90492, + "n_ref": 74512 + }, + "7": { + "Dice": 0.9093614600201322, + "FN": 3122, + "FP": 1020, + "IoU": 0.8337881219903692, + "TN": 676008, + "TP": 20778, + "n_pred": 21798, + "n_ref": 23900 + }, + "8": { + "Dice": 0.7216494845360825, + "FN": 24, + "FP": 3, + "IoU": 0.5645161290322581, + "TN": 700866, + "TP": 35, + "n_pred": 38, + "n_ref": 59 + }, + "9": { + "Dice": 0.8416519529736015, + "FN": 334, + "FP": 3343, + "IoU": 0.7265967729942747, + "TN": 687479, + "TP": 9772, + "n_pred": 13115, + "n_ref": 10106 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0185.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": 0.8106219426974144, + "FN": 1294, + "FP": 603, + "IoU": 0.681551116333725, + "TN": 519739, + "TP": 4060, + "n_pred": 4663, + "n_ref": 5354 + }, + "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": 0.928480744815912, + "FN": 45, + "FP": 124, + "IoU": 0.8665086887835703, + "TN": 524430, + "TP": 1097, + "n_pred": 1221, + "n_ref": 1142 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9389411915511814, + "FN": 1736, + "FP": 2551, + "IoU": 0.8849096620043491, + "TN": 488447, + "TP": 32962, + "n_pred": 35513, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712784588441331, + "FN": 3118, + "FP": 3606, + "IoU": 0.944160708205652, + "TN": 405279, + "TP": 113693, + "n_pred": 117299, + "n_ref": 116811 + }, + "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": 0.88545169244564, + "FN": 216, + "FP": 295, + "IoU": 0.7944489139179405, + "TN": 523210, + "TP": 1975, + "n_pred": 2270, + "n_ref": 2191 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334153918293183, + "FN": 671, + "FP": 1601, + "IoU": 0.8751442545474529, + "TN": 682731, + "TP": 15925, + "n_pred": 17526, + "n_ref": 16596 + }, + "10": { + "Dice": 0.6463638053261822, + "FN": 12027, + "FP": 1292, + "IoU": 0.4775018634027696, + "TN": 675437, + "TP": 12172, + "n_pred": 13464, + "n_ref": 24199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17608566329565734, + "FN": 2705, + "FP": 65, + "IoU": 0.09654272667971298, + "TN": 697862, + "TP": 296, + "n_pred": 361, + "n_ref": 3001 + }, + "13": { + "Dice": 0.6227868587150024, + "FN": 16952, + "FP": 6356, + "IoU": 0.4522080424921855, + "TN": 658379, + "TP": 19241, + "n_pred": 25597, + "n_ref": 36193 + }, + "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": 0.8920530842840033, + "FN": 7848, + "FP": 1075, + "IoU": 0.8051406359189378, + "TN": 655136, + "TP": 36869, + "n_pred": 37944, + "n_ref": 44717 + }, + "3": { + "Dice": 0.8607892527287994, + "FN": 949, + "FP": 8170, + "IoU": 0.7556014150943396, + "TN": 663616, + "TP": 28193, + "n_pred": 36363, + "n_ref": 29142 + }, + "4": { + "Dice": 0.8835301180708425, + "FN": 877, + "FP": 287, + "IoU": 0.7913604588635956, + "TN": 695349, + "TP": 4415, + "n_pred": 4702, + "n_ref": 5292 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960472176092912, + "FN": 2182, + "FP": 1555, + "IoU": 0.9239504263416024, + "TN": 651789, + "TP": 45402, + "n_pred": 46957, + "n_ref": 47584 + }, + "7": { + "Dice": 0.9311784972044618, + "FN": 15238, + "FP": 2081, + "IoU": 0.8712198386437149, + "TN": 566443, + "TP": 117166, + "n_pred": 119247, + "n_ref": 132404 + }, + "8": { + "Dice": 0.8586016747225815, + "FN": 199, + "FP": 1878, + "IoU": 0.7522366694500775, + "TN": 692545, + "TP": 6306, + "n_pred": 8184, + "n_ref": 6505 + }, + "9": { + "Dice": 0.22494172494172493, + "FN": 6554, + "FP": 2756, + "IoU": 0.12672357189757058, + "TN": 690267, + "TP": 1351, + "n_pred": 4107, + "n_ref": 7905 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7886841254445522, + "FN": 1230, + "FP": 5306, + "IoU": 0.651096994608445, + "TN": 506963, + "TP": 12197, + "n_pred": 17503, + "n_ref": 13427 + }, + "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": 0.9428972520405847, + "FN": 2521, + "FP": 4272, + "IoU": 0.891963675111726, + "TN": 462819, + "TP": 56084, + "n_pred": 60356, + "n_ref": 58605 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 357, + "IoU": 0.0, + "TN": 525339, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2702702702702703, + "FN": 4981, + "FP": 14, + "IoU": 0.15625, + "TN": 1395936, + "TP": 925, + "n_pred": 939, + "n_ref": 5906 + }, + "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": 0.6880163146797553, + "FN": 3975, + "FP": 14077, + "IoU": 0.5244091998840793, + "TN": 1363899, + "TP": 19905, + "n_pred": 33982, + "n_ref": 23880 + }, + "14": { + "Dice": 0.9236558739148254, + "FN": 4852, + "FP": 1295, + "IoU": 0.8581417889781224, + "TN": 1358524, + "TP": 37185, + "n_pred": 38480, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7974800601086579, + "FN": 3393, + "FP": 111, + "IoU": 0.6631740843987312, + "TN": 1391453, + "TP": 6899, + "n_pred": 7010, + "n_ref": 10292 + }, + "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": 455, + "IoU": 0.0, + "TN": 1401401, + "TP": 0, + "n_pred": 455, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1401788, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "5": { + "Dice": 0.692591787964371, + "FN": 3197, + "FP": 1048, + "IoU": 0.5297441010302426, + "TN": 1392829, + "TP": 4782, + "n_pred": 5830, + "n_ref": 7979 + }, + "6": { + "Dice": 0.7994140184809556, + "FN": 432, + "FP": 1348, + "IoU": 0.6658532006758026, + "TN": 1396529, + "TP": 3547, + "n_pred": 4895, + "n_ref": 3979 + }, + "7": { + "Dice": 0.7875398467647223, + "FN": 1959, + "FP": 1840, + "IoU": 0.6495387453874538, + "TN": 1391016, + "TP": 7041, + "n_pred": 8881, + "n_ref": 9000 + }, + "8": { + "Dice": 0.8932632216501941, + "FN": 6832, + "FP": 922, + "IoU": 0.8071144278606965, + "TN": 1361656, + "TP": 32446, + "n_pred": 33368, + "n_ref": 39278 + }, + "9": { + "Dice": 0.7811685895050242, + "FN": 356, + "FP": 1996, + "IoU": 0.6409160305343512, + "TN": 1395306, + "TP": 4198, + "n_pred": 6194, + "n_ref": 4554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8685606823829672, + "FN": 534, + "FP": 1423, + "IoU": 0.7676599786299418, + "TN": 692505, + "TP": 6466, + "n_pred": 7889, + "n_ref": 7000 + }, + "10": { + "Dice": 0.8896860986547085, + "FN": 216, + "FP": 30, + "IoU": 0.8012924071082391, + "TN": 699690, + "TP": 992, + "n_pred": 1022, + "n_ref": 1208 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7494663302930332, + "FN": 1134, + "FP": 157, + "IoU": 0.5993171942892613, + "TN": 697706, + "TP": 1931, + "n_pred": 2088, + "n_ref": 3065 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 936, + "IoU": 0.0, + "TN": 699992, + "TP": 0, + "n_pred": 936, + "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": 0.563894523326572, + "FN": 0, + "FP": 215, + "IoU": 0.3926553672316384, + "TN": 700574, + "TP": 139, + "n_pred": 354, + "n_ref": 139 + }, + "3": { + "Dice": 0.9734289329396879, + "FN": 426, + "FP": 582, + "IoU": 0.9482333607230896, + "TN": 681456, + "TP": 18464, + "n_pred": 19046, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8158546655656482, + "FN": 80, + "FP": 589, + "IoU": 0.6889818688981869, + "TN": 698777, + "TP": 1482, + "n_pred": 2071, + "n_ref": 1562 + }, + "6": { + "Dice": 0.9531284080640638, + "FN": 3149, + "FP": 8885, + "IoU": 0.910453980608532, + "TN": 566539, + "TP": 122355, + "n_pred": 131240, + "n_ref": 125504 + }, + "7": { + "Dice": 0.9776870003030232, + "FN": 3631, + "FP": 4027, + "IoU": 0.9563480075014393, + "TN": 525495, + "TP": 167775, + "n_pred": 171802, + "n_ref": 171406 + }, + "8": { + "Dice": 0.9678029895687709, + "FN": 1811, + "FP": 2680, + "IoU": 0.937614602433739, + "TN": 628940, + "TP": 67497, + "n_pred": 70177, + "n_ref": 69308 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9833161395894845, + "FN": 1234, + "FP": 173, + "IoU": 0.9671798460461861, + "TN": 658058, + "TP": 41463, + "n_pred": 41636, + "n_ref": 42697 + }, + "10": { + "Dice": 0.0, + "FN": 160, + "FP": 0, + "IoU": 0.0, + "TN": 700768, + "TP": 0, + "n_pred": 0, + "n_ref": 160 + }, + "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": 6746, + "IoU": 0.0, + "TN": 694182, + "TP": 0, + "n_pred": 6746, + "n_ref": 0 + }, + "3": { + "Dice": 0.9009818999171891, + "FN": 16988, + "FP": 1426, + "IoU": 0.8198062432723359, + "TN": 598738, + "TP": 83776, + "n_pred": 85202, + "n_ref": 100764 + }, + "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": 0.9013949013949014, + "FN": 123, + "FP": 82, + "IoU": 0.8204903677758318, + "TN": 699786, + "TP": 937, + "n_pred": 1019, + "n_ref": 1060 + }, + "7": { + "Dice": 0.9953417852188781, + "FN": 717, + "FP": 727, + "IoU": 0.9907267671480956, + "TN": 545211, + "TP": 154273, + "n_pred": 155000, + "n_ref": 154990 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641605952565494, + "FN": 496, + "FP": 1816, + "IoU": 0.9308012331268145, + "TN": 317053, + "TP": 31099, + "n_pred": 32915, + "n_ref": 31595 + }, + "10": { + "Dice": 0.8629766297662976, + "FN": 1711, + "FP": 517, + "IoU": 0.7589787970575509, + "TN": 341220, + "TP": 7016, + "n_pred": 7533, + "n_ref": 8727 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.591165725672534, + "FN": 1205, + "FP": 1257, + "IoU": 0.41961338991041963, + "TN": 346222, + "TP": 1780, + "n_pred": 3037, + "n_ref": 2985 + }, + "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": 0.9697509689490801, + "FN": 229, + "FP": 450, + "IoU": 0.9412782149961083, + "TN": 338901, + "TP": 10884, + "n_pred": 11334, + "n_ref": 11113 + }, + "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": 804, + "IoU": 0.0, + "TN": 349660, + "TP": 0, + "n_pred": 804, + "n_ref": 0 + }, + "7": { + "Dice": 0.9610747097366161, + "FN": 2093, + "FP": 1216, + "IoU": 0.9250662379129962, + "TN": 306305, + "TP": 40850, + "n_pred": 42066, + "n_ref": 42943 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970102899079324, + "FN": 1154, + "FP": 1551, + "IoU": 0.9419415766993625, + "TN": 479105, + "TP": 43886, + "n_pred": 45437, + "n_ref": 45040 + }, + "10": { + "Dice": 0.6876165715254621, + "FN": 4923, + "FP": 604, + "IoU": 0.5239448751076659, + "TN": 514086, + "TP": 6083, + "n_pred": 6687, + "n_ref": 11006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8402418527492197, + "FN": 4055, + "FP": 3264, + "IoU": 0.7244974779793721, + "TN": 499130, + "TP": 19247, + "n_pred": 22511, + "n_ref": 23302 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 8221, + "IoU": 0.0, + "TN": 517475, + "TP": 0, + "n_pred": 8221, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9306099074162452, + "FN": 7994, + "FP": 3638, + "IoU": 0.8702249196715459, + "TN": 436064, + "TP": 78000, + "n_pred": 81638, + "n_ref": 85994 + }, + "7": { + "Dice": 0.8349193933863468, + "FN": 270, + "FP": 3529, + "IoU": 0.7166194241384455, + "TN": 512290, + "TP": 9607, + "n_pred": 13136, + "n_ref": 9877 + }, + "8": { + "Dice": 0.922809053975624, + "FN": 91, + "FP": 42, + "IoU": 0.8566810344827587, + "TN": 524768, + "TP": 795, + "n_pred": 837, + "n_ref": 886 + }, + "9": { + "Dice": 0.6936135812449474, + "FN": 370, + "FP": 9, + "IoU": 0.530940594059406, + "TN": 524888, + "TP": 429, + "n_pred": 438, + "n_ref": 799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9894099442469648, + "FN": 4030, + "FP": 2280, + "IoU": 0.9790418366126825, + "TN": 2152172, + "TP": 294766, + "n_pred": 297046, + "n_ref": 298796 + }, + "10": { + "Dice": 0.8139506622918945, + "FN": 286, + "FP": 1245, + "IoU": 0.6862704918032787, + "TN": 2448368, + "TP": 3349, + "n_pred": 4594, + "n_ref": 3635 + }, + "11": { + "Dice": 0.07447973713033954, + "FN": 2535, + "FP": 0, + "IoU": 0.038680318543799774, + "TN": 2450611, + "TP": 102, + "n_pred": 102, + "n_ref": 2637 + }, + "12": { + "Dice": 0.7464493318151855, + "FN": 3335, + "FP": 896, + "IoU": 0.5954680179749499, + "TN": 2442789, + "TP": 6228, + "n_pred": 7124, + "n_ref": 9563 + }, + "13": { + "Dice": 0.9075139041277288, + "FN": 4252, + "FP": 5526, + "IoU": 0.8306869145123028, + "TN": 2395497, + "TP": 47973, + "n_pred": 53499, + "n_ref": 52225 + }, + "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": 0.6818181818181818, + "FN": 87, + "FP": 11, + "IoU": 0.5172413793103449, + "TN": 2453045, + "TP": 105, + "n_pred": 116, + "n_ref": 192 + }, + "3": { + "Dice": 0.9685849779452878, + "FN": 790, + "FP": 727, + "IoU": 0.9390836445408184, + "TN": 2428345, + "TP": 23386, + "n_pred": 24113, + "n_ref": 24176 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2355, + "IoU": 0.0, + "TN": 2450893, + "TP": 0, + "n_pred": 2355, + "n_ref": 0 + }, + "5": { + "Dice": 0.7995758879845324, + "FN": 11099, + "FP": 1755, + "IoU": 0.6660778303112174, + "TN": 2414754, + "TP": 25640, + "n_pred": 27395, + "n_ref": 36739 + }, + "6": { + "Dice": 0.9736497411780377, + "FN": 10583, + "FP": 17903, + "IoU": 0.9486525022126326, + "TN": 1898479, + "TP": 526283, + "n_pred": 544186, + "n_ref": 536866 + }, + "7": { + "Dice": 0.8303050989865042, + "FN": 20396, + "FP": 18382, + "IoU": 0.7098475835596758, + "TN": 2319601, + "TP": 94869, + "n_pred": 113251, + "n_ref": 115265 + }, + "8": { + "Dice": 0.9707321576955037, + "FN": 567, + "FP": 701, + "IoU": 0.9431288123430212, + "TN": 2430952, + "TP": 21028, + "n_pred": 21729, + "n_ref": 21595 + }, + "9": { + "Dice": 0.8828258737089112, + "FN": 10676, + "FP": 1508, + "IoU": 0.790231220839144, + "TN": 2395165, + "TP": 45899, + "n_pred": 47407, + "n_ref": 56575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8763306951830517, + "FN": 10058, + "FP": 92822, + "IoU": 0.7798830949874622, + "TN": 3212484, + "TP": 364508, + "n_pred": 457330, + "n_ref": 374566 + }, + "10": { + "Dice": 0.9083484502242012, + "FN": 5017, + "FP": 6654, + "IoU": 0.832086438580842, + "TN": 3610366, + "TP": 57835, + "n_pred": 64489, + "n_ref": 62852 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 3679715, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7254728926063768, + "FN": 8505, + "FP": 5805, + "IoU": 0.5692094647480281, + "TN": 3646654, + "TP": 18908, + "n_pred": 24713, + "n_ref": 27413 + }, + "14": { + "Dice": 0.9205672246508156, + "FN": 1336, + "FP": 4624, + "IoU": 0.8528249703674436, + "TN": 3639376, + "TP": 34536, + "n_pred": 39160, + "n_ref": 35872 + }, + "15": { + "Dice": 0.03821982813902783, + "FN": 1887, + "FP": 50606, + "IoU": 0.019482217573221758, + "TN": 3626336, + "TP": 1043, + "n_pred": 51649, + "n_ref": 2930 + }, + "2": { + "Dice": 0.9596294292669733, + "FN": 1132, + "FP": 62, + "IoU": 0.922391940201495, + "TN": 3664487, + "TP": 14191, + "n_pred": 14253, + "n_ref": 15323 + }, + "3": { + "Dice": 0.18389219680350988, + "FN": 307, + "FP": 12714, + "IoU": 0.10125621203754831, + "TN": 3665384, + "TP": 1467, + "n_pred": 14181, + "n_ref": 1774 + }, + "4": { + "Dice": 0.9264160931709899, + "FN": 375, + "FP": 320, + "IoU": 0.8629191321499013, + "TN": 3674802, + "TP": 4375, + "n_pred": 4695, + "n_ref": 4750 + }, + "5": { + "Dice": 0.7469105558277532, + "FN": 6009, + "FP": 3289, + "IoU": 0.5960552611000087, + "TN": 3656854, + "TP": 13720, + "n_pred": 17009, + "n_ref": 19729 + }, + "6": { + "Dice": 0.5380601342888288, + "FN": 86729, + "FP": 641291, + "IoU": 0.36804532587739897, + "TN": 2527859, + "TP": 423993, + "n_pred": 1065284, + "n_ref": 510722 + }, + "7": { + "Dice": 0.7321176222378797, + "FN": 11032, + "FP": 56263, + "IoU": 0.5774333921495984, + "TN": 3520619, + "TP": 91958, + "n_pred": 148221, + "n_ref": 102990 + }, + "8": { + "Dice": 0.9808470600366045, + "FN": 310, + "FP": 433, + "IoU": 0.9624140024281668, + "TN": 3660104, + "TP": 19025, + "n_pred": 19458, + "n_ref": 19335 + }, + "9": { + "Dice": 0.8832438125329121, + "FN": 2555, + "FP": 2988, + "IoU": 0.7909012033648949, + "TN": 3653363, + "TP": 20966, + "n_pred": 23954, + "n_ref": 23521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9031887388681413, + "FN": 3, + "FP": 334, + "IoU": 0.8234677841801991, + "TN": 874251, + "TP": 1572, + "n_pred": 1906, + "n_ref": 1575 + }, + "10": { + "Dice": 0.8702028843803471, + "FN": 351, + "FP": 180, + "IoU": 0.7702293379489399, + "TN": 873849, + "TP": 1780, + "n_pred": 1960, + "n_ref": 2131 + }, + "11": { + "Dice": 0.6449316095184561, + "FN": 1303, + "FP": 592, + "IoU": 0.4759402654867257, + "TN": 872544, + "TP": 1721, + "n_pred": 2313, + "n_ref": 3024 + }, + "12": { + "Dice": 0.7380952380952381, + "FN": 22, + "FP": 0, + "IoU": 0.5849056603773585, + "TN": 876107, + "TP": 31, + "n_pred": 31, + "n_ref": 53 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 876121, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "14": { + "Dice": 0.923028868679345, + "FN": 1456, + "FP": 4951, + "IoU": 0.8570599915222096, + "TN": 831337, + "TP": 38416, + "n_pred": 43367, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8304018188816384, + "FN": 333, + "FP": 18614, + "IoU": 0.7099889793669258, + "TN": 810828, + "TP": 46385, + "n_pred": 64999, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9095730027548209, + "FN": 2721, + "FP": 20913, + "IoU": 0.834143876713194, + "TN": 733663, + "TP": 118863, + "n_pred": 139776, + "n_ref": 121584 + }, + "3": { + "Dice": 0.9593873071714326, + "FN": 2784, + "FP": 5043, + "IoU": 0.9219446522064323, + "TN": 775885, + "TP": 92448, + "n_pred": 97491, + "n_ref": 95232 + }, + "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": 0.9733016387083387, + "FN": 1553, + "FP": 4366, + "IoU": 0.9479918108409704, + "TN": 762351, + "TP": 107890, + "n_pred": 112256, + "n_ref": 109443 + }, + "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": 0.9252071638599305, + "FN": 574, + "FP": 825, + "IoU": 0.8608237166732988, + "TN": 866108, + "TP": 8653, + "n_pred": 9478, + "n_ref": 9227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788143652914271, + "FN": 840, + "FP": 1499, + "IoU": 0.9585077698148017, + "TN": 469324, + "TP": 54033, + "n_pred": 55532, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8989205103042198, + "FN": 96, + "FP": 7, + "IoU": 0.8163992869875223, + "TN": 525135, + "TP": 458, + "n_pred": 465, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9715587722825358, + "FN": 753, + "FP": 308, + "IoU": 0.9446906114789136, + "TN": 506513, + "TP": 18122, + "n_pred": 18430, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7894008305319359, + "FN": 1838, + "FP": 292, + "IoU": 0.6520744854622672, + "TN": 519574, + "TP": 3992, + "n_pred": 4284, + "n_ref": 5830 + }, + "6": { + "Dice": 0.93954803369132, + "FN": 2195, + "FP": 884, + "IoU": 0.8859882988965415, + "TN": 498690, + "TP": 23927, + "n_pred": 24811, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9528471547686597, + "FN": 1311, + "FP": 3592, + "IoU": 0.9099408544873443, + "TN": 471254, + "TP": 49539, + "n_pred": 53131, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9646198649234773, + "FN": 178, + "FP": 393, + "IoU": 0.9316576900059844, + "TN": 517341, + "TP": 7784, + "n_pred": 8177, + "n_ref": 7962 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673156892464343, + "FN": 1721, + "FP": 802, + "IoU": 0.9367002860153545, + "TN": 1011534, + "TP": 37335, + "n_pred": 38137, + "n_ref": 39056 + }, + "10": { + "Dice": 0.8716688620934239, + "FN": 2850, + "FP": 2216, + "IoU": 0.7725292981904719, + "TN": 1029121, + "TP": 17205, + "n_pred": 19421, + "n_ref": 20055 + }, + "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": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6732874721441721, + "FN": 1738, + "FP": 5006, + "IoU": 0.5074855765719711, + "TN": 1037699, + "TP": 6949, + "n_pred": 11955, + "n_ref": 8687 + }, + "14": { + "Dice": 0.7083827419501961, + "FN": 4567, + "FP": 1827, + "IoU": 0.5484463276836158, + "TN": 1037232, + "TP": 7766, + "n_pred": 9593, + "n_ref": 12333 + }, + "15": { + "Dice": 0.9109426229508196, + "FN": 8488, + "FP": 8896, + "IoU": 0.83645053249539, + "TN": 945100, + "TP": 88908, + "n_pred": 97804, + "n_ref": 97396 + }, + "2": { + "Dice": 0.9512279607883889, + "FN": 3671, + "FP": 1961, + "IoU": 0.9069921062192423, + "TN": 990838, + "TP": 54922, + "n_pred": 56883, + "n_ref": 58593 + }, + "3": { + "Dice": 0.46375582874099197, + "FN": 124, + "FP": 3671, + "IoU": 0.3018763796909492, + "TN": 1045956, + "TP": 1641, + "n_pred": 5312, + "n_ref": 1765 + }, + "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": 0.9230016541248282, + "FN": 2893, + "FP": 412, + "IoU": 0.857013065674483, + "TN": 1028278, + "TP": 19809, + "n_pred": 20221, + "n_ref": 22702 + }, + "7": { + "Dice": 0.7914997047712407, + "FN": 16182, + "FP": 20189, + "IoU": 0.6549437413429976, + "TN": 945986, + "TP": 69035, + "n_pred": 89224, + "n_ref": 85217 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9476817249818109, + "FN": 1303, + "FP": 279, + "IoU": 0.9005656819610308, + "TN": 1035482, + "TP": 14328, + "n_pred": 14607, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8059865224886381, + "FN": 315, + "FP": 2161, + "IoU": 0.6750229688935556, + "TN": 167613, + "TP": 5143, + "n_pred": 7304, + "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": 0.8109800144473874, + "FN": 2701, + "FP": 1224, + "IoU": 0.6820575131632239, + "TN": 162887, + "TP": 8420, + "n_pred": 9644, + "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": 0.7777777777777778, + "FN": 50, + "FP": 22, + "IoU": 0.6363636363636364, + "TN": 175034, + "TP": 126, + "n_pred": 148, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8926336800890561, + "FN": 2509, + "FP": 288, + "IoU": 0.8060870770937326, + "TN": 160808, + "TP": 11627, + "n_pred": 11915, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532797454116485, + "FN": 1002, + "FP": 5810, + "IoU": 0.9107301986685538, + "TN": 98924, + "TP": 69496, + "n_pred": 75306, + "n_ref": 70498 + }, + "7": { + "Dice": 0.2222222222222222, + "FN": 21, + "FP": 0, + "IoU": 0.125, + "TN": 175208, + "TP": 3, + "n_pred": 3, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5405405405405406, + "FN": 14, + "FP": 3, + "IoU": 0.37037037037037035, + "TN": 175205, + "TP": 10, + "n_pred": 13, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6372444289085385, + "FN": 5967.128888888889, + "FP": 3751.82, + "IoU": 0.5548169090117183, + "TN": 922762.011111111, + "TP": 19612.906666666666, + "n_pred": 23364.726666666673, + "n_ref": 25580.035555555547 + }, + "mean": { + "1": { + "Dice": 0.7639279917263331, + "FN": 965.7666666666667, + "FP": 907.7666666666667, + "IoU": 0.717663122873959, + "TN": 923016.2333333333, + "TP": 27204.1, + "n_pred": 28111.866666666665, + "n_ref": 28169.866666666665 + }, + "10": { + "Dice": 0.6614881595070231, + "FN": 5572.6, + "FP": 2278.4333333333334, + "IoU": 0.5607799764009926, + "TN": 932067.5666666667, + "TP": 12175.266666666666, + "n_pred": 14453.7, + "n_ref": 17747.866666666665 + }, + "11": { + "Dice": 0.6245610230044542, + "FN": 324.5, + "FP": 192.5, + "IoU": 0.49928276191377086, + "TN": 950879.6333333333, + "TP": 697.2333333333333, + "n_pred": 889.7333333333333, + "n_ref": 1021.7333333333333 + }, + "12": { + "Dice": 0.48092488684576296, + "FN": 336.23333333333335, + "FP": 213.03333333333333, + "IoU": 0.36640041917967037, + "TN": 951039.0, + "TP": 505.6, + "n_pred": 718.6333333333333, + "n_ref": 841.8333333333334 + }, + "13": { + "Dice": 0.5345150902214566, + "FN": 4374.966666666666, + "FP": 2715.8, + "IoU": 0.4369228654362351, + "TN": 937969.4666666667, + "TP": 7033.633333333333, + "n_pred": 9749.433333333332, + "n_ref": 11408.6 + }, + "14": { + "Dice": 0.4158093477953384, + "FN": 21686.066666666666, + "FP": 5843.333333333333, + "IoU": 0.33305373129513055, + "TN": 906483.4, + "TP": 18081.066666666666, + "n_pred": 23924.4, + "n_ref": 39767.13333333333 + }, + "15": { + "Dice": 0.2810073288205174, + "FN": 3140.5666666666666, + "FP": 7557.633333333333, + "IoU": 0.2294027134975368, + "TN": 934661.1333333333, + "TP": 6734.533333333334, + "n_pred": 14292.166666666666, + "n_ref": 9875.1 + }, + "2": { + "Dice": 0.6649401979151189, + "FN": 15098.033333333333, + "FP": 919.2333333333333, + "IoU": 0.5938301765035182, + "TN": 917928.9666666667, + "TP": 18147.633333333335, + "n_pred": 19066.866666666665, + "n_ref": 33245.666666666664 + }, + "3": { + "Dice": 0.7249639521540416, + "FN": 7744.566666666667, + "FP": 10264.433333333332, + "IoU": 0.680488920917495, + "TN": 902726.7, + "TP": 31358.166666666668, + "n_pred": 41622.6, + "n_ref": 39102.73333333333 + }, + "4": { + "Dice": 0.5325841770240787, + "FN": 3040.5333333333333, + "FP": 1133.3333333333333, + "IoU": 0.45603407383170363, + "TN": 941929.9333333333, + "TP": 5990.066666666667, + "n_pred": 7123.4, + "n_ref": 9030.6 + }, + "5": { + "Dice": 0.6698632036856836, + "FN": 363.6666666666667, + "FP": 623.9, + "IoU": 0.5561531186229846, + "TN": 949407.2333333333, + "TP": 1699.0666666666666, + "n_pred": 2322.9666666666667, + "n_ref": 2062.733333333333 + }, + "6": { + "Dice": 0.7453724600117672, + "FN": 15369.5, + "FP": 4466.8, + "IoU": 0.6829653890334867, + "TN": 849248.1, + "TP": 83009.46666666666, + "n_pred": 87476.26666666666, + "n_ref": 98378.96666666666 + }, + "7": { + "Dice": 0.7351177447047559, + "FN": 9224.1, + "FP": 16186.866666666667, + "IoU": 0.6563599643625438, + "TN": 864175.9, + "TP": 62507.0, + "n_pred": 78693.86666666667, + "n_ref": 71731.1 + }, + "8": { + "Dice": 0.917719111046019, + "FN": 904.5, + "FP": 922.5333333333333, + "IoU": 0.8553896521373713, + "TN": 937839.4666666667, + "TP": 12427.366666666667, + "n_pred": 13349.9, + "n_ref": 13331.866666666667 + }, + "9": { + "Dice": 0.805871759165728, + "FN": 1361.3333333333333, + "FP": 2051.7, + "IoU": 0.697526749169377, + "TN": 942057.4333333333, + "TP": 6623.4, + "n_pred": 8675.1, + "n_ref": 7984.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9289040239071513, + "FN": 401, + "FP": 622, + "IoU": 0.8672463015831819, + "TN": 517990, + "TP": 6683, + "n_pred": 7305, + "n_ref": 7084 + }, + "10": { + "Dice": 0.7090395480225988, + "FN": 49, + "FP": 157, + "IoU": 0.5492341356673961, + "TN": 525239, + "TP": 251, + "n_pred": 408, + "n_ref": 300 + }, + "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": 0.9503199755827859, + "FN": 3977, + "FP": 5952, + "IoU": 0.9053425362747154, + "TN": 420802, + "TP": 94965, + "n_pred": 100917, + "n_ref": 98942 + }, + "3": { + "Dice": 0.9354583723965514, + "FN": 5657, + "FP": 4876, + "IoU": 0.878742876877914, + "TN": 438831, + "TP": 76332, + "n_pred": 81208, + "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": 0.9301714743440478, + "FN": 4074, + "FP": 3423, + "IoU": 0.8694584711823089, + "TN": 468266, + "TP": 49933, + "n_pred": 53356, + "n_ref": 54007 + }, + "7": { + "Dice": 0.8310255300735613, + "FN": 30592, + "FP": 648, + "IoU": 0.7109013511012401, + "TN": 417636, + "TP": 76820, + "n_pred": 77468, + "n_ref": 107412 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790251883442674, + "FN": 5045, + "FP": 1506, + "IoU": 0.9589121858516423, + "TN": 1768113, + "TP": 152888, + "n_pred": 154394, + "n_ref": 157933 + }, + "10": { + "Dice": 0.0, + "FN": 14808, + "FP": 1945, + "IoU": 0.0, + "TN": 1910799, + "TP": 0, + "n_pred": 1945, + "n_ref": 14808 + }, + "11": { + "Dice": 0.12727272727272726, + "FN": 631, + "FP": 41, + "IoU": 0.06796116504854369, + "TN": 1926831, + "TP": 49, + "n_pred": 90, + "n_ref": 680 + }, + "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": 22592, + "IoU": 0.0, + "TN": 1904960, + "TP": 0, + "n_pred": 22592, + "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": 161, + "IoU": 0.0, + "TN": 1927391, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "2": { + "Dice": 0.9744226741497647, + "FN": 1561, + "FP": 1260, + "IoU": 0.950121116749474, + "TN": 1870995, + "TP": 53736, + "n_pred": 54996, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 1, + "IoU": 0.0, + "TN": 1926895, + "TP": 0, + "n_pred": 1, + "n_ref": 656 + }, + "4": { + "Dice": 0.8818504936530325, + "FN": 8394, + "FP": 2077, + "IoU": 0.7886695729393719, + "TN": 1878004, + "TP": 39077, + "n_pred": 41154, + "n_ref": 47471 + }, + "5": { + "Dice": 0.7982728473040003, + "FN": 3060, + "FP": 2593, + "IoU": 0.6642712911272123, + "TN": 1910714, + "TP": 11185, + "n_pred": 13778, + "n_ref": 14245 + }, + "6": { + "Dice": 0.8711953866015986, + "FN": 145541, + "FP": 14986, + "IoU": 0.771785813293906, + "TN": 1224147, + "TP": 542878, + "n_pred": 557864, + "n_ref": 688419 + }, + "7": { + "Dice": 0.7469075520833334, + "FN": 2727, + "FP": 383, + "IoU": 0.5960514352513313, + "TN": 1919853, + "TP": 4589, + "n_pred": 4972, + "n_ref": 7316 + }, + "8": { + "Dice": 0.9356227890932262, + "FN": 3417, + "FP": 2443, + "IoU": 0.8790330904361827, + "TN": 1879109, + "TP": 42583, + "n_pred": 45026, + "n_ref": 46000 + }, + "9": { + "Dice": 0.4638825294071209, + "FN": 18488, + "FP": 22258, + "IoU": 0.3019837598931031, + "TN": 1869178, + "TP": 17628, + "n_pred": 39886, + "n_ref": 36116 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8210116731517509, + "FN": 176, + "FP": 192, + "IoU": 0.6963696369636964, + "TN": 524484, + "TP": 844, + "n_pred": 1036, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7945664309639002, + "FN": 2099, + "FP": 1213, + "IoU": 0.6591540598950293, + "TN": 515979, + "TP": 6405, + "n_pred": 7618, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6964084029817031, + "FN": 861, + "FP": 1827, + "IoU": 0.534222838329579, + "TN": 519925, + "TP": 3083, + "n_pred": 4910, + "n_ref": 3944 + }, + "13": { + "Dice": 0.03317427857305158, + "FN": 4255, + "FP": 0, + "IoU": 0.01686691312384473, + "TN": 521368, + "TP": 73, + "n_pred": 73, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9660093692123325, + "FN": 1209, + "FP": 663, + "IoU": 0.9342535033189338, + "TN": 497223, + "TP": 26601, + "n_pred": 27264, + "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": 0.8923076923076924, + "FN": 21, + "FP": 0, + "IoU": 0.8055555555555556, + "TN": 525588, + "TP": 87, + "n_pred": 87, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8876010976314269, + "FN": 7526, + "FP": 4926, + "IoU": 0.7979161933201337, + "TN": 464078, + "TP": 49166, + "n_pred": 54092, + "n_ref": 56692 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 0, + "FP": 314, + "IoU": 0.0, + "TN": 350150, + "TP": 0, + "n_pred": 314, + "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": 0.6079247610237435, + "FN": 1411, + "FP": 8761, + "IoU": 0.4367039539262377, + "TN": 332406, + "TP": 7886, + "n_pred": 16647, + "n_ref": 9297 + }, + "9": { + "Dice": 0.7348966613672496, + "FN": 4, + "FP": 1330, + "IoU": 0.5808985234055922, + "TN": 347281, + "TP": 1849, + "n_pred": 3179, + "n_ref": 1853 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447070914696813, + "FN": 155, + "FP": 114, + "IoU": 0.8952084144916245, + "TN": 698361, + "TP": 2298, + "n_pred": 2412, + "n_ref": 2453 + }, + "10": { + "Dice": 0.8068850823216365, + "FN": 4448, + "FP": 7164, + "IoU": 0.6762844637729643, + "TN": 665057, + "TP": 24259, + "n_pred": 31423, + "n_ref": 28707 + }, + "11": { + "Dice": 0.7491408934707904, + "FN": 234, + "FP": 58, + "IoU": 0.5989010989010989, + "TN": 700200, + "TP": 436, + "n_pred": 494, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8644899394288089, + "FN": 2416, + "FP": 6063, + "IoU": 0.761323011963406, + "TN": 665403, + "TP": 27046, + "n_pred": 33109, + "n_ref": 29462 + }, + "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": 0.8736806264896153, + "FN": 328, + "FP": 43, + "IoU": 0.7756952841596131, + "TN": 699274, + "TP": 1283, + "n_pred": 1326, + "n_ref": 1611 + }, + "3": { + "Dice": 0.9447661118561174, + "FN": 3714, + "FP": 6789, + "IoU": 0.8953144155727656, + "TN": 600599, + "TP": 89826, + "n_pred": 96615, + "n_ref": 93540 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8810057256659198, + "FN": 227, + "FP": 729, + "IoU": 0.7873192436040044, + "TN": 696433, + "TP": 3539, + "n_pred": 4268, + "n_ref": 3766 + }, + "6": { + "Dice": 0.9379920538758488, + "FN": 6500, + "FP": 4503, + "IoU": 0.8832250806588555, + "TN": 606704, + "TP": 83221, + "n_pred": 87724, + "n_ref": 89721 + }, + "7": { + "Dice": 0.9782352650071757, + "FN": 5663, + "FP": 934, + "IoU": 0.9573977565530736, + "TN": 546077, + "TP": 148254, + "n_pred": 149188, + "n_ref": 153917 + }, + "8": { + "Dice": 0.9354134165366614, + "FN": 575, + "FP": 46, + "IoU": 0.8786635404454866, + "TN": 695810, + "TP": 4497, + "n_pred": 4543, + "n_ref": 5072 + }, + "9": { + "Dice": 0.8519713565990207, + "FN": 2907, + "FP": 7553, + "IoU": 0.7421168117156874, + "TN": 660367, + "TP": 30101, + "n_pred": 37654, + "n_ref": 33008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8620908967688795, + "FN": 4062, + "FP": 9165, + "IoU": 0.7576096318422547, + "TN": 1172055, + "TP": 41342, + "n_pred": 50507, + "n_ref": 45404 + }, + "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": 0.8362704000651174, + "FN": 6110, + "FP": 1936, + "IoU": 0.7186122962859341, + "TN": 1198030, + "TP": 20548, + "n_pred": 22484, + "n_ref": 26658 + }, + "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": 0.6666666666666666, + "FN": 1, + "FP": 0, + "IoU": 0.5, + "TN": 1226622, + "TP": 1, + "n_pred": 1, + "n_ref": 2 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 1226492, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 528, + "IoU": 0.0, + "TN": 1226096, + "TP": 0, + "n_pred": 528, + "n_ref": 0 + }, + "5": { + "Dice": 0.8193009997521276, + "FN": 1644, + "FP": 4917, + "IoU": 0.6939118264520644, + "TN": 1205189, + "TP": 14874, + "n_pred": 19791, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9379660793242263, + "FN": 4658, + "FP": 2862, + "IoU": 0.8831790219350028, + "TN": 1162252, + "TP": 56852, + "n_pred": 59714, + "n_ref": 61510 + }, + "7": { + "Dice": 0.8902703555886265, + "FN": 35629, + "FP": 13035, + "IoU": 0.8022407620378987, + "TN": 980547, + "TP": 197413, + "n_pred": 210448, + "n_ref": 233042 + }, + "8": { + "Dice": 0.936631611268903, + "FN": 972, + "FP": 2330, + "IoU": 0.8808157372315466, + "TN": 1198919, + "TP": 24403, + "n_pred": 26733, + "n_ref": 25375 + }, + "9": { + "Dice": 0.8300768644018072, + "FN": 3007, + "FP": 2785, + "IoU": 0.7095140177541501, + "TN": 1206685, + "TP": 14147, + "n_pred": 16932, + "n_ref": 17154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11375, + "IoU": 0.0, + "TN": 1040017, + "TP": 0, + "n_pred": 11375, + "n_ref": 0 + }, + "10": { + "Dice": 0.490238441293161, + "FN": 6247, + "FP": 6730, + "IoU": 0.3247124941458084, + "TN": 1032175, + "TP": 6240, + "n_pred": 12970, + "n_ref": 12487 + }, + "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": 6, + "IoU": 0.0, + "TN": 1049383, + "TP": 0, + "n_pred": 6, + "n_ref": 2003 + }, + "13": { + "Dice": 0.40781502423263327, + "FN": 45957, + "FP": 963, + "IoU": 0.25613545564081425, + "TN": 988316, + "TP": 16156, + "n_pred": 17119, + "n_ref": 62113 + }, + "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": 0.9269252818650869, + "FN": 1815, + "FP": 2009, + "IoU": 0.8638031128681839, + "TN": 1023315, + "TP": 24253, + "n_pred": 26262, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8008810572687225, + "FN": 3815, + "FP": 2061, + "IoU": 0.6678912564290963, + "TN": 1033699, + "TP": 11817, + "n_pred": 13878, + "n_ref": 15632 + }, + "6": { + "Dice": 0.64859228362878, + "FN": 678, + "FP": 5051, + "IoU": 0.4799382716049383, + "TN": 1040376, + "TP": 5287, + "n_pred": 10338, + "n_ref": 5965 + }, + "7": { + "Dice": 0.7086951573436522, + "FN": 19641, + "FP": 82741, + "IoU": 0.5488209553104384, + "TN": 824471, + "TP": 124539, + "n_pred": 207280, + "n_ref": 144180 + }, + "8": { + "Dice": 0.9261825549691073, + "FN": 2405, + "FP": 3497, + "IoU": 0.8625139768915393, + "TN": 1008464, + "TP": 37026, + "n_pred": 40523, + "n_ref": 39431 + }, + "9": { + "Dice": 0.6968340522503459, + "FN": 5336, + "FP": 2114, + "IoU": 0.5347239570322259, + "TN": 1035380, + "TP": 8562, + "n_pred": 10676, + "n_ref": 13898 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8378728923476005, + "FN": 11, + "FP": 114, + "IoU": 0.7209821428571429, + "TN": 350016, + "TP": 323, + "n_pred": 437, + "n_ref": 334 + }, + "10": { + "Dice": 0.82679971489665, + "FN": 1437, + "FP": 1236, + "IoU": 0.7047387606318347, + "TN": 341411, + "TP": 6380, + "n_pred": 7616, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6602454559577443, + "FN": 1784, + "FP": 403, + "IoU": 0.4928107606679035, + "TN": 346152, + "TP": 2125, + "n_pred": 2528, + "n_ref": 3909 + }, + "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": 0.9619368826788726, + "FN": 403, + "FP": 545, + "IoU": 0.9266651195172894, + "TN": 337537, + "TP": 11979, + "n_pred": 12524, + "n_ref": 12382 + }, + "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": 0.8838692532553813, + "FN": 358, + "FP": 79, + "IoU": 0.7919047619047619, + "TN": 348364, + "TP": 1663, + "n_pred": 1742, + "n_ref": 2021 + }, + "7": { + "Dice": 0.939399714149595, + "FN": 1004, + "FP": 268, + "IoU": 0.8857245530500404, + "TN": 339333, + "TP": 9859, + "n_pred": 10127, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9538436402254717, + "FN": 72, + "FP": 1058, + "IoU": 0.9117601124472904, + "TN": 337658, + "TP": 11676, + "n_pred": 12734, + "n_ref": 11748 + }, + "9": { + "Dice": 0.6982520699172033, + "FN": 235, + "FP": 421, + "IoU": 0.5363957597173145, + "TN": 349049, + "TP": 759, + "n_pred": 1180, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9858784034676912, + "FN": 6628, + "FP": 826, + "IoU": 0.9721500920982331, + "TN": 608511, + "TP": 260195, + "n_pred": 261021, + "n_ref": 266823 + }, + "10": { + "Dice": 0.848293110450824, + "FN": 3007, + "FP": 4090, + "IoU": 0.7365529529678162, + "TN": 849221, + "TP": 19842, + "n_pred": 23932, + "n_ref": 22849 + }, + "11": { + "Dice": 0.7836668469442942, + "FN": 659, + "FP": 941, + "IoU": 0.6442863494886616, + "TN": 871662, + "TP": 2898, + "n_pred": 3839, + "n_ref": 3557 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2532826537664133, + "FN": 4189, + "FP": 133, + "IoU": 0.1450049455984174, + "TN": 871105, + "TP": 733, + "n_pred": 866, + "n_ref": 4922 + }, + "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": 0.9257902449235922, + "FN": 1296, + "FP": 122, + "IoU": 0.8618337718016175, + "TN": 865897, + "TP": 8845, + "n_pred": 8967, + "n_ref": 10141 + }, + "3": { + "Dice": 0.9678742310321258, + "FN": 34, + "FP": 13, + "IoU": 0.937748344370861, + "TN": 875405, + "TP": 708, + "n_pred": 721, + "n_ref": 742 + }, + "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": 0.9690466549691816, + "FN": 1634, + "FP": 9374, + "IoU": 0.939951996508837, + "TN": 692840, + "TP": 172312, + "n_pred": 181686, + "n_ref": 173946 + }, + "7": { + "Dice": 0.9853427733872765, + "FN": 344, + "FP": 511, + "IoU": 0.9711090085828208, + "TN": 846566, + "TP": 28739, + "n_pred": 29250, + "n_ref": 29083 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.963268221654441, + "FN": 717, + "FP": 620, + "IoU": 0.9291392834428662, + "TN": 857292, + "TP": 17531, + "n_pred": 18151, + "n_ref": 18248 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773601751663442, + "FN": 350, + "FP": 715, + "IoU": 0.9557227788633434, + "TN": 1202571, + "TP": 22988, + "n_pred": 23703, + "n_ref": 23338 + }, + "10": { + "Dice": 0.8969682889998838, + "FN": 321, + "FP": 566, + "IoU": 0.81318449873631, + "TN": 1221876, + "TP": 3861, + "n_pred": 4427, + "n_ref": 4182 + }, + "11": { + "Dice": 0.8273102413405027, + "FN": 936, + "FP": 445, + "IoU": 0.7054809127745788, + "TN": 1221935, + "TP": 3308, + "n_pred": 3753, + "n_ref": 4244 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32665201960452933, + "FN": 756, + "FP": 19165, + "IoU": 0.1952086615763746, + "TN": 1201871, + "TP": 4832, + "n_pred": 23997, + "n_ref": 5588 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9924, + "IoU": 0.0, + "TN": 1216700, + "TP": 0, + "n_pred": 9924, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 33626, + "IoU": 0.0, + "TN": 1192998, + "TP": 0, + "n_pred": 33626, + "n_ref": 0 + }, + "2": { + "Dice": 0.9569888274216293, + "FN": 8302, + "FP": 1611, + "IoU": 0.9175250012479824, + "TN": 1106430, + "TP": 110281, + "n_pred": 111892, + "n_ref": 118583 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3001, + "IoU": 0.0, + "TN": 1223623, + "TP": 0, + "n_pred": 3001, + "n_ref": 0 + }, + "4": { + "Dice": 0.8960231059764496, + "FN": 1574, + "FP": 1234, + "IoU": 0.8116321191386597, + "TN": 1211717, + "TP": 12099, + "n_pred": 13333, + "n_ref": 13673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752417241087108, + "FN": 4433, + "FP": 4040, + "IoU": 0.9516797737110139, + "TN": 1051273, + "TP": 166878, + "n_pred": 170918, + "n_ref": 171311 + }, + "7": { + "Dice": 0.8327825938947159, + "FN": 9903, + "FP": 47077, + "IoU": 0.7134768463344848, + "TN": 1027757, + "TP": 141887, + "n_pred": 188964, + "n_ref": 151790 + }, + "8": { + "Dice": 0.8969505783385909, + "FN": 191, + "FP": 5, + "IoU": 0.8131553860819828, + "TN": 1225575, + "TP": 853, + "n_pred": 858, + "n_ref": 1044 + }, + "9": { + "Dice": 0.9450214899713467, + "FN": 788, + "FP": 440, + "IoU": 0.8957732133763368, + "TN": 1214842, + "TP": 10554, + "n_pred": 10994, + "n_ref": 11342 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 2802769, + "TP": 0, + "n_pred": 943, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 927, + "IoU": 0.0, + "TN": 2802780, + "TP": 0, + "n_pred": 927, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7740585774058577, + "FN": 72, + "FP": 36, + "IoU": 0.6313993174061433, + "TN": 2803419, + "TP": 185, + "n_pred": 221, + "n_ref": 257 + }, + "13": { + "Dice": 0.2647995396125072, + "FN": 17996, + "FP": 1167, + "IoU": 0.1526045812328646, + "TN": 2781098, + "TP": 3451, + "n_pred": 4618, + "n_ref": 21447 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 87790, + "IoU": 0.0, + "TN": 2715922, + "TP": 0, + "n_pred": 87790, + "n_ref": 0 + }, + "15": { + "Dice": 0.0003225569972875889, + "FN": 3302, + "FP": 64881, + "IoU": 0.0001613045135935713, + "TN": 2735518, + "TP": 11, + "n_pred": 64892, + "n_ref": 3313 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9667586388122454, + "FN": 1325, + "FP": 952, + "IoU": 0.9356561546286877, + "TN": 2768324, + "TP": 33111, + "n_pred": 34063, + "n_ref": 34436 + }, + "4": { + "Dice": 0.7465450094581062, + "FN": 1270, + "FP": 10119, + "IoU": 0.5955898018606633, + "TN": 2775550, + "TP": 16773, + "n_pred": 26892, + "n_ref": 18043 + }, + "5": { + "Dice": 0.6035936927026035, + "FN": 1023, + "FP": 7625, + "IoU": 0.4322478991596639, + "TN": 2788480, + "TP": 6584, + "n_pred": 14209, + "n_ref": 7607 + }, + "6": { + "Dice": 0.9168548228334495, + "FN": 25977, + "FP": 42443, + "IoU": 0.8464745466825533, + "TN": 2358053, + "TP": 377239, + "n_pred": 419682, + "n_ref": 403216 + }, + "7": { + "Dice": 0.8738991483721015, + "FN": 5594, + "FP": 22184, + "IoU": 0.7760398610024913, + "TN": 2679681, + "TP": 96253, + "n_pred": 118437, + "n_ref": 101847 + }, + "8": { + "Dice": 0.9765470744040453, + "FN": 240, + "FP": 734, + "IoU": 0.9541690193864107, + "TN": 2782460, + "TP": 20278, + "n_pred": 21012, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7253012048192771, + "FN": 151, + "FP": 1217, + "IoU": 0.5689981096408318, + "TN": 2800538, + "TP": 1806, + "n_pred": 3023, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8868212546340045, + "FN": 186, + "FP": 1371, + "IoU": 0.796656654042053, + "TN": 518039, + "TP": 6100, + "n_pred": 7471, + "n_ref": 6286 + }, + "11": { + "Dice": 0.7599401097987024, + "FN": 998, + "FP": 445, + "IoU": 0.6128253286825865, + "TN": 521969, + "TP": 2284, + "n_pred": 2729, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9531861593862533, + "FN": 64, + "FP": 235, + "IoU": 0.9105593778043674, + "TN": 522353, + "TP": 3044, + "n_pred": 3279, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9715897221641947, + "FN": 76, + "FP": 196, + "IoU": 0.9447491367052611, + "TN": 520773, + "TP": 4651, + "n_pred": 4847, + "n_ref": 4727 + }, + "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": 0.9696992958977836, + "FN": 3253, + "FP": 3852, + "IoU": 0.9411808533536434, + "TN": 404902, + "TP": 113689, + "n_pred": 117541, + "n_ref": 116942 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.856, + "FN": 0, + "FP": 36, + "IoU": 0.7482517482517482, + "TN": 525553, + "TP": 107, + "n_pred": 143, + "n_ref": 107 + }, + "9": { + "Dice": 0.8633014579087631, + "FN": 744, + "FP": 2744, + "IoU": 0.7594814508343677, + "TN": 511194, + "TP": 11014, + "n_pred": 13758, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7991635965348999, + "FN": 5017, + "FP": 5068, + "IoU": 0.6655058043117744, + "TN": 495546, + "TP": 20065, + "n_pred": 25133, + "n_ref": 25082 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8395890577836733, + "FN": 9627, + "FP": 2224, + "IoU": 0.7235273533185582, + "TN": 482831, + "TP": 31014, + "n_pred": 33238, + "n_ref": 40641 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7969749207584942, + "FN": 1192, + "FP": 2459, + "IoU": 0.6624757326430618, + "TN": 514879, + "TP": 7166, + "n_pred": 9625, + "n_ref": 8358 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7384146067919788, + "FN": 3273, + "FP": 2558, + "IoU": 0.5853068771780101, + "TN": 511635, + "TP": 8230, + "n_pred": 10788, + "n_ref": 11503 + }, + "7": { + "Dice": 0.2661951909476662, + "FN": 32, + "FP": 5156, + "IoU": 0.15353238701256322, + "TN": 519567, + "TP": 941, + "n_pred": 6097, + "n_ref": 973 + }, + "8": { + "Dice": 0.9049667579194368, + "FN": 167, + "FP": 76, + "IoU": 0.8264285714285714, + "TN": 524296, + "TP": 1157, + "n_pred": 1233, + "n_ref": 1324 + }, + "9": { + "Dice": 0.9250863233748686, + "FN": 137, + "FP": 1360, + "IoU": 0.8606145251396649, + "TN": 514956, + "TP": 9243, + "n_pred": 10603, + "n_ref": 9380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666369496639693, + "FN": 1357, + "FP": 2535, + "IoU": 0.9354282111689949, + "TN": 1516814, + "TP": 56382, + "n_pred": 58917, + "n_ref": 57739 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 822, + "IoU": 0.0, + "TN": 1576266, + "TP": 0, + "n_pred": 822, + "n_ref": 0 + }, + "14": { + "Dice": 0.10681265561072203, + "FN": 277, + "FP": 61068, + "IoU": 0.05641948533370249, + "TN": 1512075, + "TP": 3668, + "n_pred": 64736, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4698, + "IoU": 0.0, + "TN": 1572390, + "TP": 0, + "n_pred": 4698, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9713534381469255, + "FN": 488, + "FP": 536, + "IoU": 0.944302420451455, + "TN": 1558703, + "TP": 17361, + "n_pred": 17897, + "n_ref": 17849 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4159, + "IoU": 0.0, + "TN": 1572929, + "TP": 0, + "n_pred": 4159, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960167316284818, + "FN": 317, + "FP": 1778, + "IoU": 0.9233863594807095, + "TN": 1549743, + "TP": 25250, + "n_pred": 27028, + "n_ref": 25567 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36083, + "IoU": 0.0, + "TN": 1541005, + "TP": 0, + "n_pred": 36083, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825436911462461, + "FN": 1997, + "FP": 3201, + "IoU": 0.965686371587946, + "TN": 1250371, + "TP": 146287, + "n_pred": 149488, + "n_ref": 148284 + }, + "10": { + "Dice": 0.9235308620374273, + "FN": 5524, + "FP": 4091, + "IoU": 0.8579260003546308, + "TN": 1334180, + "TP": 58061, + "n_pred": 62152, + "n_ref": 63585 + }, + "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": 0.8079160419790105, + "FN": 1373, + "FP": 1830, + "IoU": 0.6777341784887816, + "TN": 1391917, + "TP": 6736, + "n_pred": 8566, + "n_ref": 8109 + }, + "14": { + "Dice": 0.5221186189511353, + "FN": 432708, + "FP": 1031, + "IoU": 0.3532885829988489, + "TN": 731172, + "TP": 236945, + "n_pred": 237976, + "n_ref": 669653 + }, + "15": { + "Dice": 0.544762120226615, + "FN": 46737, + "FP": 1556, + "IoU": 0.37434575322589003, + "TN": 1324668, + "TP": 28895, + "n_pred": 30451, + "n_ref": 75632 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665156362411793, + "FN": 6391, + "FP": 2359, + "IoU": 0.9352010249346456, + "TN": 1266823, + "TP": 126283, + "n_pred": 128642, + "n_ref": 132674 + }, + "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": 0.27375201288244766, + "FN": 217, + "FP": 3842, + "IoU": 0.15858208955223882, + "TN": 1397032, + "TP": 765, + "n_pred": 4607, + "n_ref": 982 + }, + "7": { + "Dice": 0.04751519086215117, + "FN": 569, + "FP": 187221, + "IoU": 0.024335754439560667, + "TN": 1209382, + "TP": 4684, + "n_pred": 191905, + "n_ref": 5253 + }, + "8": { + "Dice": 0.9431239388794567, + "FN": 87, + "FP": 47, + "IoU": 0.8923694779116466, + "TN": 1400611, + "TP": 1111, + "n_pred": 1158, + "n_ref": 1198 + }, + "9": { + "Dice": 0.9500682956442555, + "FN": 175, + "FP": 154, + "IoU": 0.9048858051459959, + "TN": 1398397, + "TP": 3130, + "n_pred": 3284, + "n_ref": 3305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.909221327807444, + "FN": 1319, + "FP": 3237, + "IoU": 0.8335525354376735, + "TN": 1374484, + "TP": 22816, + "n_pred": 26053, + "n_ref": 24135 + }, + "11": { + "Dice": 0.7955874979107471, + "FN": 762, + "FP": 461, + "IoU": 0.6605606439078545, + "TN": 1398253, + "TP": 2380, + "n_pred": 2841, + "n_ref": 3142 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.8436982591876209, + "FN": 8138, + "FP": 1963, + "IoU": 0.7296523298450338, + "TN": 1364493, + "TP": 27262, + "n_pred": 29225, + "n_ref": 35400 + }, + "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": 0.07019802228482108, + "FN": 221771, + "FP": 699, + "IoU": 0.03637576450612471, + "TN": 1170988, + "TP": 8398, + "n_pred": 9097, + "n_ref": 230169 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59379, + "IoU": 0.0, + "TN": 1342477, + "TP": 0, + "n_pred": 59379, + "n_ref": 0 + }, + "4": { + "Dice": 0.09205819222513713, + "FN": 911, + "FP": 10510, + "IoU": 0.04825, + "TN": 1389856, + "TP": 579, + "n_pred": 11089, + "n_ref": 1490 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640201766918389, + "FN": 2436, + "FP": 7436, + "IoU": 0.9305395288621204, + "TN": 1259732, + "TP": 132252, + "n_pred": 139688, + "n_ref": 134688 + }, + "7": { + "Dice": 0.921084086387404, + "FN": 16487, + "FP": 3782, + "IoU": 0.8537125783076879, + "TN": 1263300, + "TP": 118287, + "n_pred": 122069, + "n_ref": 134774 + }, + "8": { + "Dice": 0.9716122912804341, + "FN": 4086, + "FP": 523, + "IoU": 0.9447918163959561, + "TN": 1318372, + "TP": 78875, + "n_pred": 79398, + "n_ref": 82961 + }, + "9": { + "Dice": 0.5011286681715575, + "FN": 1097, + "FP": 8, + "IoU": 0.33433734939759036, + "TN": 1400196, + "TP": 555, + "n_pred": 563, + "n_ref": 1652 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9453311180104856, + "FN": 11594, + "FP": 679, + "IoU": 0.8963297715082147, + "TN": 2334863, + "TP": 106112, + "n_pred": 106791, + "n_ref": 117706 + }, + "10": { + "Dice": 0.4072426746806912, + "FN": 35727, + "FP": 3721, + "IoU": 0.25568406951074546, + "TN": 2400249, + "TP": 13551, + "n_pred": 17272, + "n_ref": 49278 + }, + "11": { + "Dice": 0.12474541751527495, + "FN": 997, + "FP": 2441, + "IoU": 0.0665218571816454, + "TN": 2449565, + "TP": 245, + "n_pred": 2686, + "n_ref": 1242 + }, + "12": { + "Dice": 0.557919621749409, + "FN": 787, + "FP": 2392, + "IoU": 0.38688524590163936, + "TN": 2448063, + "TP": 2006, + "n_pred": 4398, + "n_ref": 2793 + }, + "13": { + "Dice": 0.3547423106983587, + "FN": 8876, + "FP": 5159, + "IoU": 0.21561504498966075, + "TN": 2435355, + "TP": 3858, + "n_pred": 9017, + "n_ref": 12734 + }, + "14": { + "Dice": 0.0, + "FN": 18979, + "FP": 4, + "IoU": 0.0, + "TN": 2434265, + "TP": 0, + "n_pred": 4, + "n_ref": 18979 + }, + "15": { + "Dice": 0.0, + "FN": 2195, + "FP": 21931, + "IoU": 0.0, + "TN": 2429122, + "TP": 0, + "n_pred": 21931, + "n_ref": 2195 + }, + "2": { + "Dice": 0.6512936622761691, + "FN": 61411, + "FP": 12823, + "IoU": 0.4829025000174144, + "TN": 2309689, + "TP": 69325, + "n_pred": 82148, + "n_ref": 130736 + }, + "3": { + "Dice": 0.4455000083627423, + "FN": 14566, + "FP": 184352, + "IoU": 0.28658733403628067, + "TN": 2174422, + "TP": 79908, + "n_pred": 264260, + "n_ref": 94474 + }, + "4": { + "Dice": 0.35506607111350486, + "FN": 69393, + "FP": 58, + "IoU": 0.21585430568257516, + "TN": 2364679, + "TP": 19118, + "n_pred": 19176, + "n_ref": 88511 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7615353159356004, + "FN": 229930, + "FP": 2745, + "IoU": 0.6149027305618356, + "TN": 1849050, + "TP": 371523, + "n_pred": 374268, + "n_ref": 601453 + }, + "7": { + "Dice": 0.5252272427875115, + "FN": 10712, + "FP": 3704, + "IoU": 0.3561411344350156, + "TN": 2430858, + "TP": 7974, + "n_pred": 11678, + "n_ref": 18686 + }, + "8": { + "Dice": 0.9638762017311316, + "FN": 867, + "FP": 264, + "IoU": 0.9302712700369914, + "TN": 2437028, + "TP": 15089, + "n_pred": 15353, + "n_ref": 15956 + }, + "9": { + "Dice": 0.7855054182673011, + "FN": 1639, + "FP": 2102, + "IoU": 0.6467755641582476, + "TN": 2442657, + "TP": 6850, + "n_pred": 8952, + "n_ref": 8489 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.3785689910135366, + "FN": 3524, + "FP": 1939, + "IoU": 0.23347832187456152, + "TN": 168105, + "TP": 1664, + "n_pred": 3603, + "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": 0.9660066463583495, + "FN": 501, + "FP": 481, + "IoU": 0.9342484097756947, + "TN": 160297, + "TP": 13953, + "n_pred": 14434, + "n_ref": 14454 + }, + "9": { + "Dice": 0.9135514018691588, + "FN": 277, + "FP": 241, + "IoU": 0.8408602150537634, + "TN": 171977, + "TP": 2737, + "n_pred": 2978, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.713551143105767, + "FN": 116, + "FP": 3505, + "IoU": 0.554667322592547, + "TN": 692797, + "TP": 4510, + "n_pred": 8015, + "n_ref": 4626 + }, + "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": 0.7786372007366482, + "FN": 2323, + "FP": 5490, + "IoU": 0.6375150784077201, + "TN": 679374, + "TP": 13741, + "n_pred": 19231, + "n_ref": 16064 + }, + "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": 0.9269141531322506, + "FN": 170, + "FP": 82, + "IoU": 0.8637837837837837, + "TN": 699078, + "TP": 1598, + "n_pred": 1680, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.898400345871163, + "FN": 869, + "FP": 2186, + "IoU": 0.8155416012558869, + "TN": 684366, + "TP": 13507, + "n_pred": 15693, + "n_ref": 14376 + }, + "7": { + "Dice": 0.9754040991165541, + "FN": 13352, + "FP": 3024, + "IoU": 0.9519890703012996, + "TN": 359839, + "TP": 324713, + "n_pred": 327737, + "n_ref": 338065 + }, + "8": { + "Dice": 0.9363388654941789, + "FN": 55, + "FP": 202, + "IoU": 0.8802980903586399, + "TN": 698781, + "TP": 1890, + "n_pred": 2092, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9321533923303835, + "FN": 278, + "FP": 1102, + "IoU": 0.8729281767955801, + "TN": 690068, + "TP": 9480, + "n_pred": 10582, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534092315307512, + "FN": 811, + "FP": 3707, + "IoU": 0.9109665976943542, + "TN": 1351111, + "TP": 46227, + "n_pred": 49934, + "n_ref": 47038 + }, + "10": { + "Dice": 0.784861227922624, + "FN": 490, + "FP": 2068, + "IoU": 0.6459025470653378, + "TN": 1394632, + "TP": 4666, + "n_pred": 6734, + "n_ref": 5156 + }, + "11": { + "Dice": 0.8141018708770412, + "FN": 1155, + "FP": 564, + "IoU": 0.6864855006383367, + "TN": 1396373, + "TP": 3764, + "n_pred": 4328, + "n_ref": 4919 + }, + "12": { + "Dice": 0.4637404580152672, + "FN": 453, + "FP": 109, + "IoU": 0.3018633540372671, + "TN": 1401051, + "TP": 243, + "n_pred": 352, + "n_ref": 696 + }, + "13": { + "Dice": 0.8313834454518865, + "FN": 1284, + "FP": 1022, + "IoU": 0.7114253535227131, + "TN": 1393865, + "TP": 5685, + "n_pred": 6707, + "n_ref": 6969 + }, + "14": { + "Dice": 0.6490913995634794, + "FN": 2452, + "FP": 11857, + "IoU": 0.48048505972479394, + "TN": 1374313, + "TP": 13234, + "n_pred": 25091, + "n_ref": 15686 + }, + "15": { + "Dice": 0.49223562628336753, + "FN": 8818, + "FP": 7008, + "IoU": 0.3264672085798187, + "TN": 1378359, + "TP": 7671, + "n_pred": 14679, + "n_ref": 16489 + }, + "2": { + "Dice": 0.474429100733609, + "FN": 133121, + "FP": 1494, + "IoU": 0.3109846294011967, + "TN": 1206483, + "TP": 60758, + "n_pred": 62252, + "n_ref": 193879 + }, + "3": { + "Dice": 0.467539813398117, + "FN": 164303, + "FP": 23968, + "IoU": 0.3050910017015528, + "TN": 1130927, + "TP": 82658, + "n_pred": 106626, + "n_ref": 246961 + }, + "4": { + "Dice": 0.872852233676976, + "FN": 131, + "FP": 17, + "IoU": 0.774390243902439, + "TN": 1401200, + "TP": 508, + "n_pred": 525, + "n_ref": 639 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9281992605852573, + "FN": 18013, + "FP": 5331, + "IoU": 0.8660184924784627, + "TN": 1227623, + "TP": 150889, + "n_pred": 156220, + "n_ref": 168902 + }, + "7": { + "Dice": 0.834975905131463, + "FN": 4766, + "FP": 9651, + "IoU": 0.7167026920809589, + "TN": 1350966, + "TP": 36473, + "n_pred": 46124, + "n_ref": 41239 + }, + "8": { + "Dice": 0.9090735251936132, + "FN": 559, + "FP": 392, + "IoU": 0.8333041191936897, + "TN": 1396151, + "TP": 4754, + "n_pred": 5146, + "n_ref": 5313 + }, + "9": { + "Dice": 0.6487378847587603, + "FN": 1340, + "FP": 11852, + "IoU": 0.4800977378418854, + "TN": 1376482, + "TP": 12182, + "n_pred": 24034, + "n_ref": 13522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9105516871987145, + "FN": 130, + "FP": 204, + "IoU": 0.8357915437561455, + "TN": 173198, + "TP": 1700, + "n_pred": 1904, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7859881031064111, + "FN": 1141, + "FP": 478, + "IoU": 0.6474303135888502, + "TN": 170640, + "TP": 2973, + "n_pred": 3451, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 174531, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + }, + "7": { + "Dice": 0.9586251770199411, + "FN": 852, + "FP": 229, + "IoU": 0.9205380770361659, + "TN": 161628, + "TP": 12523, + "n_pred": 12752, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9657697818818659, + "FN": 743, + "FP": 762, + "IoU": 0.9338054187192119, + "TN": 152496, + "TP": 21231, + "n_pred": 21993, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0371.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": 0.9015695198086237, + "FN": 1198, + "FP": 489, + "IoU": 0.820779772654839, + "TN": 691515, + "TP": 7726, + "n_pred": 8215, + "n_ref": 8924 + }, + "15": { + "Dice": 0.8662409051287069, + "FN": 16885, + "FP": 5672, + "IoU": 0.7640431808196824, + "TN": 605330, + "TP": 73041, + "n_pred": 78713, + "n_ref": 89926 + }, + "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": 0.9155361647010702, + "FN": 364, + "FP": 875, + "IoU": 0.8442293185818456, + "TN": 692974, + "TP": 6715, + "n_pred": 7590, + "n_ref": 7079 + }, + "7": { + "Dice": 0.9514816774705649, + "FN": 6179, + "FP": 2623, + "IoU": 0.9074535532914866, + "TN": 605819, + "TP": 86307, + "n_pred": 88930, + "n_ref": 92486 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8079470198675497, + "FN": 319, + "FP": 0, + "IoU": 0.6777777777777778, + "TN": 349474, + "TP": 671, + "n_pred": 671, + "n_ref": 990 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9332127424379459, + "FN": 938, + "FP": 2385, + "IoU": 0.8747880477787408, + "TN": 323925, + "TP": 23216, + "n_pred": 25601, + "n_ref": 24154 + }, + "7": { + "Dice": 0.9688233354667287, + "FN": 4232, + "FP": 2198, + "IoU": 0.9395318656723436, + "TN": 244127, + "TP": 99907, + "n_pred": 102105, + "n_ref": 104139 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 2105, + "IoU": 0.0, + "TN": 698823, + "TP": 0, + "n_pred": 2105, + "n_ref": 0 + }, + "3": { + "Dice": 0.8876663966436542, + "FN": 17601, + "FP": 981, + "IoU": 0.7980217391304348, + "TN": 608928, + "TP": 73418, + "n_pred": 74399, + "n_ref": 91019 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765322396901345, + "FN": 298, + "FP": 320, + "IoU": 0.9541406945681211, + "TN": 512220, + "TP": 12858, + "n_pred": 13178, + "n_ref": 13156 + }, + "10": { + "Dice": 0.9322747564935064, + "FN": 1935, + "FP": 735, + "IoU": 0.8731410652349504, + "TN": 504649, + "TP": 18377, + "n_pred": 19112, + "n_ref": 20312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7591633878649824, + "FN": 1654, + "FP": 672, + "IoU": 0.6118157543391188, + "TN": 519704, + "TP": 3666, + "n_pred": 4338, + "n_ref": 5320 + }, + "13": { + "Dice": 0.02434077079107505, + "FN": 962, + "FP": 0, + "IoU": 0.012320328542094456, + "TN": 524722, + "TP": 12, + "n_pred": 12, + "n_ref": 974 + }, + "14": { + "Dice": 0.8249158249158249, + "FN": 1444, + "FP": 844, + "IoU": 0.7020057306590258, + "TN": 518018, + "TP": 5390, + "n_pred": 6234, + "n_ref": 6834 + }, + "15": { + "Dice": 0.9065120795691963, + "FN": 16280, + "FP": 2782, + "IoU": 0.8290096878363832, + "TN": 414216, + "TP": 92418, + "n_pred": 95200, + "n_ref": 108698 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9712644560826895, + "FN": 772, + "FP": 1099, + "IoU": 0.9441342450210505, + "TN": 492205, + "TP": 31620, + "n_pred": 32719, + "n_ref": 32392 + }, + "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": 119, + "IoU": 0.0, + "TN": 525577, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "7": { + "Dice": 0.9431906897365602, + "FN": 1846, + "FP": 1283, + "IoU": 0.8924890049477735, + "TN": 496592, + "TP": 25975, + "n_pred": 27258, + "n_ref": 27821 + }, + "8": { + "Dice": 0.8886683865846398, + "FN": 501, + "FP": 60, + "IoU": 0.7996428571428571, + "TN": 522896, + "TP": 2239, + "n_pred": 2299, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8276714685013975, + "FN": 1050, + "FP": 2156, + "IoU": 0.7060064190738193, + "TN": 690023, + "TP": 7699, + "n_pred": 9855, + "n_ref": 8749 + }, + "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": 0.8430199820420338, + "FN": 6553, + "FP": 3762, + "IoU": 0.7286383247395559, + "TN": 662916, + "TP": 27697, + "n_pred": 31459, + "n_ref": 34250 + }, + "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": 0.3848314606741573, + "FN": 2023, + "FP": 167, + "IoU": 0.2382608695652174, + "TN": 698053, + "TP": 685, + "n_pred": 852, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692918974198488, + "FN": 1690, + "FP": 3805, + "IoU": 0.9404135807154708, + "TN": 608709, + "TP": 86724, + "n_pred": 90529, + "n_ref": 88414 + }, + "7": { + "Dice": 0.8391383436043098, + "FN": 60113, + "FP": 994, + "IoU": 0.7228581795092748, + "TN": 480438, + "TP": 159383, + "n_pred": 160377, + "n_ref": 219496 + }, + "8": { + "Dice": 0.8920448902572251, + "FN": 1911, + "FP": 263, + "IoU": 0.8051272857655074, + "TN": 689772, + "TP": 8982, + "n_pred": 9245, + "n_ref": 10893 + }, + "9": { + "Dice": 0.8113240418118467, + "FN": 1023, + "FP": 1143, + "IoU": 0.6825443353363623, + "TN": 694105, + "TP": 4657, + "n_pred": 5800, + "n_ref": 5680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "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": 32, + "IoU": 0.0, + "TN": 876128, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "3": { + "Dice": 0.9814181072944961, + "FN": 2799, + "FP": 991, + "IoU": 0.9635141899957642, + "TN": 772284, + "TP": 100086, + "n_pred": 101077, + "n_ref": 102885 + }, + "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": 2988, + "IoU": 0.0, + "TN": 873172, + "TP": 0, + "n_pred": 2988, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7770114942528735, + "FN": 14, + "FP": 180, + "IoU": 0.6353383458646616, + "TN": 174700, + "TP": 338, + "n_pred": 518, + "n_ref": 352 + }, + "10": { + "Dice": 0.9244477766883903, + "FN": 1003, + "FP": 1617, + "IoU": 0.8595098932918656, + "TN": 156583, + "TP": 16029, + "n_pred": 17646, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7939114075594322, + "FN": 700, + "FP": 505, + "IoU": 0.658252977878616, + "TN": 171706, + "TP": 2321, + "n_pred": 2826, + "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": 0.9684689341465936, + "FN": 225, + "FP": 80, + "IoU": 0.9388655041090399, + "TN": 170243, + "TP": 4684, + "n_pred": 4764, + "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": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "7": { + "Dice": 0.9589373814041746, + "FN": 1304, + "FP": 319, + "IoU": 0.92111402741324, + "TN": 154658, + "TP": 18951, + "n_pred": 19270, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9712761717911774, + "FN": 570, + "FP": 367, + "IoU": 0.9441563859586388, + "TN": 158453, + "TP": 15842, + "n_pred": 16209, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7735926996883098, + "FN": 12309, + "FP": 5778, + "IoU": 0.6307795945863188, + "TN": 476709, + "TP": 30900, + "n_pred": 36678, + "n_ref": 43209 + }, + "11": { + "Dice": 0.5034965034965035, + "FN": 205, + "FP": 150, + "IoU": 0.3364485981308411, + "TN": 525161, + "TP": 180, + "n_pred": 330, + "n_ref": 385 + }, + "12": { + "Dice": 0.584726443768997, + "FN": 1747, + "FP": 439, + "IoU": 0.41315436241610737, + "TN": 521971, + "TP": 1539, + "n_pred": 1978, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6613512912550428, + "FN": 5934, + "FP": 4727, + "IoU": 0.49404394665654217, + "TN": 504625, + "TP": 10410, + "n_pred": 15137, + "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": 0.8711493872143093, + "FN": 376, + "FP": 13, + "IoU": 0.7717136150234741, + "TN": 523992, + "TP": 1315, + "n_pred": 1328, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9731422169879068, + "FN": 675, + "FP": 260, + "IoU": 0.9476893812241244, + "TN": 507822, + "TP": 16939, + "n_pred": 17199, + "n_ref": 17614 + }, + "4": { + "Dice": 0.009592326139088728, + "FN": 2065, + "FP": 0, + "IoU": 0.004819277108433735, + "TN": 523621, + "TP": 10, + "n_pred": 10, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9011356922470951, + "FN": 542, + "FP": 2470, + "IoU": 0.8200609355397575, + "TN": 508957, + "TP": 13727, + "n_pred": 16197, + "n_ref": 14269 + }, + "7": { + "Dice": 0.6302847931219774, + "FN": 28890, + "FP": 5512, + "IoU": 0.4601575495088347, + "TN": 461970, + "TP": 29324, + "n_pred": 34836, + "n_ref": 58214 + }, + "8": { + "Dice": 0.9643454621497282, + "FN": 279, + "FP": 403, + "IoU": 0.931145885916204, + "TN": 515791, + "TP": 9223, + "n_pred": 9626, + "n_ref": 9502 + }, + "9": { + "Dice": 0.943513371788149, + "FN": 1287, + "FP": 1406, + "IoU": 0.8930670266836086, + "TN": 500512, + "TP": 22491, + "n_pred": 23897, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6119966659960336, + "FN": 65694, + "FP": 1805, + "IoU": 0.4409187290859093, + "TN": 1982052, + "TP": 53233, + "n_pred": 55038, + "n_ref": 118927 + }, + "11": { + "Dice": 0.7603481214179579, + "FN": 3158, + "FP": 229, + "IoU": 0.6133561643835617, + "TN": 2094024, + "TP": 5373, + "n_pred": 5602, + "n_ref": 8531 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9218995290423861, + "FN": 912, + "FP": 282, + "IoU": 0.8551146705496906, + "TN": 2094543, + "TP": 7047, + "n_pred": 7329, + "n_ref": 7959 + }, + "14": { + "Dice": 0.7377761113082604, + "FN": 193524, + "FP": 2293, + "IoU": 0.584504950284965, + "TN": 1631498, + "TP": 275469, + "n_pred": 277762, + "n_ref": 468993 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 84414, + "IoU": 0.0, + "TN": 2018370, + "TP": 0, + "n_pred": 84414, + "n_ref": 0 + }, + "2": { + "Dice": 0.9226338609045085, + "FN": 20721, + "FP": 1227, + "IoU": 0.8563791151623816, + "TN": 1949965, + "TP": 130871, + "n_pred": 132098, + "n_ref": 151592 + }, + "3": { + "Dice": 0.9216451000772392, + "FN": 9704, + "FP": 14947, + "IoU": 0.8546769715084095, + "TN": 1933155, + "TP": 144978, + "n_pred": 159925, + "n_ref": 154682 + }, + "4": { + "Dice": 0.9608863345058264, + "FN": 4093, + "FP": 2590, + "IoU": 0.9247172531879422, + "TN": 2014012, + "TP": 82089, + "n_pred": 84679, + "n_ref": 86182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9484541673219486, + "FN": 5369, + "FP": 4136, + "IoU": 0.9019617955276839, + "TN": 2005832, + "TP": 87447, + "n_pred": 91583, + "n_ref": 92816 + }, + "7": { + "Dice": 0.7705024146618521, + "FN": 16292, + "FP": 56036, + "IoU": 0.6266807058835674, + "TN": 1909041, + "TP": 121415, + "n_pred": 177451, + "n_ref": 137707 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9335604770017035, + "FN": 1210, + "FP": 701, + "IoU": 0.8753993610223643, + "TN": 2087447, + "TP": 13426, + "n_pred": 14127, + "n_ref": 14636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6621089147562471, + "FN": 7556.228888888889, + "FP": 5478.986666666666, + "IoU": 0.5758830757454021, + "TN": 993419.3822222223, + "TP": 21573.135555555553, + "n_pred": 27052.12222222222, + "n_ref": 29129.36444444444 + }, + "mean": { + "1": { + "Dice": 0.7140262464719369, + "FN": 1099.0333333333333, + "FP": 661.5, + "IoU": 0.6697275848768314, + "TN": 1009903.8333333334, + "TP": 16363.366666666667, + "n_pred": 17024.866666666665, + "n_ref": 17462.4 + }, + "10": { + "Dice": 0.6515813976880165, + "FN": 2661.266666666667, + "FP": 3229.0666666666666, + "IoU": 0.5572138722608306, + "TN": 1010833.8666666667, + "TP": 11303.533333333333, + "n_pred": 14532.6, + "n_ref": 13964.8 + }, + "11": { + "Dice": 0.6461955643202123, + "FN": 219.53333333333333, + "FP": 146.4, + "IoU": 0.521890968663563, + "TN": 1027088.5, + "TP": 573.3, + "n_pred": 719.7, + "n_ref": 792.8333333333334 + }, + "12": { + "Dice": 0.33585324186525733, + "FN": 112.23333333333333, + "FP": 59.666666666666664, + "IoU": 0.2742922985544522, + "TN": 1027558.7, + "TP": 297.1333333333333, + "n_pred": 356.8, + "n_ref": 409.3666666666667 + }, + "13": { + "Dice": 0.6345325432723035, + "FN": 5612.566666666667, + "FP": 3287.366666666667, + "IoU": 0.5078196793277434, + "TN": 1008724.9333333333, + "TP": 10402.866666666667, + "n_pred": 13690.233333333334, + "n_ref": 16015.433333333332 + }, + "14": { + "Dice": 0.6719380152314943, + "FN": 2143.3, + "FP": 5565.566666666667, + "IoU": 0.5807664584831687, + "TN": 1000912.2666666667, + "TP": 19406.6, + "n_pred": 24972.166666666668, + "n_ref": 21549.9 + }, + "15": { + "Dice": 0.569558857259913, + "FN": 3654.866666666667, + "FP": 3404.4, + "IoU": 0.4661193928023656, + "TN": 1009333.0, + "TP": 11635.466666666667, + "n_pred": 15039.866666666667, + "n_ref": 15290.333333333334 + }, + "2": { + "Dice": 0.7781779717449001, + "FN": 2406.866666666667, + "FP": 4092.5666666666666, + "IoU": 0.706001504877629, + "TN": 1004487.3, + "TP": 17041.0, + "n_pred": 21133.566666666666, + "n_ref": 19447.866666666665 + }, + "3": { + "Dice": 0.7555811158279083, + "FN": 25933.266666666666, + "FP": 350.8, + "IoU": 0.6818811897962734, + "TN": 991718.2333333333, + "TP": 10025.433333333332, + "n_pred": 10376.233333333334, + "n_ref": 35958.7 + }, + "4": { + "Dice": 0.5246732803732113, + "FN": 1348.6666666666667, + "FP": 5379.233333333334, + "IoU": 0.44166676307508546, + "TN": 1014676.8, + "TP": 6623.033333333334, + "n_pred": 12002.266666666666, + "n_ref": 7971.7 + }, + "5": { + "Dice": 0.5585398297341496, + "FN": 743.5666666666667, + "FP": 953.7666666666667, + "IoU": 0.4311149777110808, + "TN": 1024720.7333333333, + "TP": 1609.6666666666667, + "n_pred": 2563.4333333333334, + "n_ref": 2353.233333333333 + }, + "6": { + "Dice": 0.8337415342213765, + "FN": 58126.53333333333, + "FP": 24498.933333333334, + "IoU": 0.7743343499487623, + "TN": 791006.8, + "TP": 154395.46666666667, + "n_pred": 178894.4, + "n_ref": 212522.0 + }, + "7": { + "Dice": 0.6826720262981085, + "FN": 6868.1, + "FP": 28558.566666666666, + "IoU": 0.5971899200501567, + "TN": 947604.5, + "TP": 44996.566666666666, + "n_pred": 73555.13333333333, + "n_ref": 51864.666666666664 + }, + "8": { + "Dice": 0.7516904419321445, + "FN": 673.5, + "FP": 527.6333333333333, + "IoU": 0.6935884951169048, + "TN": 1018729.2333333333, + "TP": 8097.366666666667, + "n_pred": 8625.0, + "n_ref": 8770.866666666667 + }, + "9": { + "Dice": 0.822871655102773, + "FN": 1740.1333333333334, + "FP": 1469.3333333333333, + "IoU": 0.7346386806361845, + "TN": 1013992.0333333333, + "TP": 10826.233333333334, + "n_pred": 12295.566666666668, + "n_ref": 12566.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9154428930760773, + "FN": 5812, + "FP": 5416, + "IoU": 0.8440707153471191, + "TN": 1855545, + "TP": 60779, + "n_pred": 66195, + "n_ref": 66591 + }, + "10": { + "Dice": 0.0, + "FN": 6980, + "FP": 2375, + "IoU": 0.0, + "TN": 1918197, + "TP": 0, + "n_pred": 2375, + "n_ref": 6980 + }, + "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": 4, + "IoU": 0.0, + "TN": 1927548, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 1926871, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "14": { + "Dice": 0.41341102302034577, + "FN": 2864, + "FP": 9418, + "IoU": 0.26056592414208307, + "TN": 1910942, + "TP": 4328, + "n_pred": 13746, + "n_ref": 7192 + }, + "15": { + "Dice": 0.6628115295803806, + "FN": 26938, + "FP": 6940, + "IoU": 0.495675474506885, + "TN": 1860377, + "TP": 33297, + "n_pred": 40237, + "n_ref": 60235 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.006821091318585583, + "FN": 709088, + "FP": 4, + "IoU": 0.0034222172876082002, + "TN": 1216025, + "TP": 2435, + "n_pred": 2439, + "n_ref": 711523 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.30095621540010065, + "FN": 119, + "FP": 1270, + "IoU": 0.17713270142180096, + "TN": 1925864, + "TP": 299, + "n_pred": 1569, + "n_ref": 418 + }, + "6": { + "Dice": 0.012571937639198219, + "FN": 199, + "FP": 553995, + "IoU": 0.006325732174811106, + "TN": 1369830, + "TP": 3528, + "n_pred": 557523, + "n_ref": 3727 + }, + "7": { + "Dice": 0.8828236284572799, + "FN": 5722, + "FP": 25455, + "IoU": 0.7902276229116624, + "TN": 1778929, + "TP": 117446, + "n_pred": 142901, + "n_ref": 123168 + }, + "8": { + "Dice": 0.6044142614601019, + "FN": 1057, + "FP": 108, + "IoU": 0.43309002433090027, + "TN": 1925497, + "TP": 890, + "n_pred": 998, + "n_ref": 1947 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969450640855987, + "FN": 2879, + "FP": 1969, + "IoU": 0.9407124775287082, + "TN": 443925, + "TP": 76923, + "n_pred": 78892, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8870444819089612, + "FN": 309, + "FP": 1433, + "IoU": 0.7970170123514332, + "TN": 517114, + "TP": 6840, + "n_pred": 8273, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6447368421052632, + "FN": 38, + "FP": 124, + "IoU": 0.47572815533980584, + "TN": 525387, + "TP": 147, + "n_pred": 271, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8155695822061918, + "FN": 1323, + "FP": 4813, + "IoU": 0.6885753438562655, + "TN": 505993, + "TP": 13567, + "n_pred": 18380, + "n_ref": 14890 + }, + "15": { + "Dice": 0.9001018921943078, + "FN": 14386, + "FP": 1595, + "IoU": 0.8183502506336884, + "TN": 437719, + "TP": 71996, + "n_pred": 73591, + "n_ref": 86382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9571384520505705, + "FN": 689, + "FP": 4315, + "IoU": 0.9178001182732111, + "TN": 464820, + "TP": 55872, + "n_pred": 60187, + "n_ref": 56561 + }, + "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": 0.9556850098824509, + "FN": 435, + "FP": 1269, + "IoU": 0.9151309891423448, + "TN": 505618, + "TP": 18374, + "n_pred": 19643, + "n_ref": 18809 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "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": 0.803731053245239, + "FN": 402, + "FP": 608, + "IoU": 0.6718648473034438, + "TN": 522618, + "TP": 2068, + "n_pred": 2676, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5714488233626311, + "FN": 4835, + "FP": 1211, + "IoU": 0.4000198471767391, + "TN": 515619, + "TP": 4031, + "n_pred": 5242, + "n_ref": 8866 + }, + "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": 0.8397385669115681, + "FN": 12012, + "FP": 5373, + "IoU": 0.7237494438441492, + "TN": 462764, + "TP": 45547, + "n_pred": 50920, + "n_ref": 57559 + }, + "9": { + "Dice": 0.7156398104265402, + "FN": 519, + "FP": 201, + "IoU": 0.5571955719557196, + "TN": 524070, + "TP": 906, + "n_pred": 1107, + "n_ref": 1425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.6437666716996326, + "FN": 3008, + "FP": 11148, + "IoU": 0.47467250528815824, + "TN": 1024445, + "TP": 12791, + "n_pred": 23939, + "n_ref": 15799 + }, + "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": 0.5119174530474724, + "FN": 35204, + "FP": 1881, + "IoU": 0.34401146233173546, + "TN": 994859, + "TP": 19448, + "n_pred": 21329, + "n_ref": 54652 + }, + "14": { + "Dice": 0.8970336766324929, + "FN": 2182, + "FP": 11005, + "IoU": 0.8132919905421286, + "TN": 980763, + "TP": 57442, + "n_pred": 68447, + "n_ref": 59624 + }, + "15": { + "Dice": 0.016918208373904578, + "FN": 16154, + "FP": 0, + "IoU": 0.008531271098017554, + "TN": 1035099, + "TP": 139, + "n_pred": 139, + "n_ref": 16293 + }, + "2": { + "Dice": 0.20150743876030036, + "FN": 530, + "FP": 56254, + "IoU": 0.11204240879450812, + "TN": 987443, + "TP": 7165, + "n_pred": 63419, + "n_ref": 7695 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7178809059043301, + "FN": 3897, + "FP": 9544, + "IoU": 0.5599174906685875, + "TN": 1020850, + "TP": 17101, + "n_pred": 26645, + "n_ref": 20998 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8932068737487657, + "FN": 6064, + "FP": 5725, + "IoU": 0.8070224259289572, + "TN": 990302, + "TP": 49301, + "n_pred": 55026, + "n_ref": 55365 + }, + "7": { + "Dice": 0.8489564909798373, + "FN": 8552, + "FP": 27316, + "IoU": 0.7375537799631223, + "TN": 914724, + "TP": 100800, + "n_pred": 128116, + "n_ref": 109352 + }, + "8": { + "Dice": 0.6355140186915887, + "FN": 5, + "FP": 73, + "IoU": 0.4657534246575342, + "TN": 1051246, + "TP": 68, + "n_pred": 141, + "n_ref": 73 + }, + "9": { + "Dice": 0.814742765831799, + "FN": 1290, + "FP": 4043, + "IoU": 0.6873974208675264, + "TN": 1034332, + "TP": 11727, + "n_pred": 15770, + "n_ref": 13017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 525450, + "TP": 0, + "n_pred": 246, + "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": 0.3023070803500398, + "FN": 248, + "FP": 2383, + "IoU": 0.1780693533270853, + "TN": 522495, + "TP": 570, + "n_pred": 2953, + "n_ref": 818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5163686528359951, + "FN": 1978, + "FP": 16252, + "IoU": 0.3480437736928689, + "TN": 497734, + "TP": 9732, + "n_pred": 25984, + "n_ref": 11710 + }, + "5": { + "Dice": 0.729902169289664, + "FN": 3691, + "FP": 7104, + "IoU": 0.5746818486269256, + "TN": 500315, + "TP": 14586, + "n_pred": 21690, + "n_ref": 18277 + }, + "6": { + "Dice": 0.9378352456395865, + "FN": 2748, + "FP": 4252, + "IoU": 0.8829470586268018, + "TN": 465894, + "TP": 52802, + "n_pred": 57054, + "n_ref": 55550 + }, + "7": { + "Dice": 0.6912611702042323, + "FN": 37041, + "FP": 1447, + "IoU": 0.5281887833282256, + "TN": 444121, + "TP": 43087, + "n_pred": 44534, + "n_ref": 80128 + }, + "8": { + "Dice": 0.9660913597921472, + "FN": 962, + "FP": 317, + "IoU": 0.9344068926611621, + "TN": 506197, + "TP": 18220, + "n_pred": 18537, + "n_ref": 19182 + }, + "9": { + "Dice": 0.8609142857142857, + "FN": 1329, + "FP": 1105, + "IoU": 0.7557941205979734, + "TN": 515729, + "TP": 7533, + "n_pred": 8638, + "n_ref": 8862 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9857506897482666, + "FN": 2200, + "FP": 2128, + "IoU": 0.9719017600353176, + "TN": 546897, + "TP": 149703, + "n_pred": 151831, + "n_ref": 151903 + }, + "10": { + "Dice": 0.0, + "FN": 36, + "FP": 1569, + "IoU": 0.0, + "TN": 699323, + "TP": 0, + "n_pred": 1569, + "n_ref": 36 + }, + "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": 0.9928958281067839, + "FN": 1051, + "FP": 1356, + "IoU": 0.9858918827039288, + "TN": 530317, + "TP": 168204, + "n_pred": 169560, + "n_ref": 169255 + }, + "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": 0.6184971098265896, + "FN": 262, + "FP": 2, + "IoU": 0.4476987447698745, + "TN": 700450, + "TP": 214, + "n_pred": 216, + "n_ref": 476 + }, + "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": 0.820747520976354, + "FN": 901, + "FP": 39, + "IoU": 0.6959896507115135, + "TN": 697836, + "TP": 2152, + "n_pred": 2191, + "n_ref": 3053 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9313671026715823, + "FN": 1078, + "FP": 281, + "IoU": 0.8715500945179584, + "TN": 1216044, + "TP": 9221, + "n_pred": 9502, + "n_ref": 10299 + }, + "10": { + "Dice": 0.7969165106049388, + "FN": 2955, + "FP": 6371, + "IoU": 0.6623950188242108, + "TN": 1199000, + "TP": 18298, + "n_pred": 24669, + "n_ref": 21253 + }, + "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": 0.5270388604565179, + "FN": 6075, + "FP": 18230, + "IoU": 0.3578090733743758, + "TN": 1188777, + "TP": 13542, + "n_pred": 31772, + "n_ref": 19617 + }, + "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": 0.7352355673523556, + "FN": 395, + "FP": 4, + "IoU": 0.5813221406086044, + "TN": 1225671, + "TP": 554, + "n_pred": 558, + "n_ref": 949 + }, + "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": 0.8945497630331753, + "FN": 1244, + "FP": 1070, + "IoU": 0.8092175777063236, + "TN": 1214495, + "TP": 9815, + "n_pred": 10885, + "n_ref": 11059 + }, + "6": { + "Dice": 0.9566813793159533, + "FN": 4798, + "FP": 16509, + "IoU": 0.9169599395136933, + "TN": 970037, + "TP": 235280, + "n_pred": 251789, + "n_ref": 240078 + }, + "7": { + "Dice": 0.9537418962695426, + "FN": 20121, + "FP": 14050, + "IoU": 0.9115742022632408, + "TN": 840187, + "TP": 352266, + "n_pred": 366316, + "n_ref": 372387 + }, + "8": { + "Dice": 0.198, + "FN": 326, + "FP": 1278, + "IoU": 0.10987791342952276, + "TN": 1224822, + "TP": 198, + "n_pred": 1476, + "n_ref": 524 + }, + "9": { + "Dice": 0.7665910409961484, + "FN": 14538, + "FP": 7581, + "IoU": 0.6215221929434311, + "TN": 1168182, + "TP": 36323, + "n_pred": 43904, + "n_ref": 50861 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9475975679520475, + "FN": 3013, + "FP": 7338, + "IoU": 0.9004137002116606, + "TN": 246524, + "TP": 93589, + "n_pred": 100927, + "n_ref": 96602 + }, + "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": 0.93774784885896, + "FN": 1019, + "FP": 645, + "IoU": 0.8827921391843347, + "TN": 336267, + "TP": 12533, + "n_pred": 13178, + "n_ref": 13552 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.35714285714285715, + "FN": 10, + "FP": 170, + "IoU": 0.21739130434782608, + "TN": 525466, + "TP": 50, + "n_pred": 220, + "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": 0.9801300832890473, + "FN": 1250, + "FP": 2975, + "IoU": 0.9610344096136643, + "TN": 417267, + "TP": 104204, + "n_pred": 107179, + "n_ref": 105454 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9508102808165604, + "FN": 899, + "FP": 3566, + "IoU": 0.9062329371246167, + "TN": 478078, + "TP": 43153, + "n_pred": 46719, + "n_ref": 44052 + }, + "3": { + "Dice": 0.8803116147308782, + "FN": 137, + "FP": 201, + "IoU": 0.7862112586970272, + "TN": 524115, + "TP": 1243, + "n_pred": 1444, + "n_ref": 1380 + }, + "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": 0.9751368388467546, + "FN": 3319, + "FP": 215, + "IoU": 0.9514800373441704, + "TN": 452860, + "TP": 69302, + "n_pred": 69517, + "n_ref": 72621 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 349942, + "TP": 0, + "n_pred": 522, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680143041621139, + "FN": 596, + "FP": 48, + "IoU": 0.9380113581672923, + "TN": 2793323, + "TP": 9745, + "n_pred": 9793, + "n_ref": 10341 + }, + "10": { + "Dice": 0.8595044687391844, + "FN": 2998, + "FP": 3903, + "IoU": 0.7536237058193502, + "TN": 2775702, + "TP": 21109, + "n_pred": 25012, + "n_ref": 24107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7826485063522949, + "FN": 1272, + "FP": 627, + "IoU": 0.6429108687476495, + "TN": 2798394, + "TP": 3419, + "n_pred": 4046, + "n_ref": 4691 + }, + "13": { + "Dice": 0.16789242351712433, + "FN": 968, + "FP": 18153, + "IoU": 0.09163895486935866, + "TN": 2782662, + "TP": 1929, + "n_pred": 20082, + "n_ref": 2897 + }, + "14": { + "Dice": 0.18275362885871904, + "FN": 5673, + "FP": 36103, + "IoU": 0.10056623678601416, + "TN": 2757265, + "TP": 4671, + "n_pred": 40774, + "n_ref": 10344 + }, + "15": { + "Dice": 0.7118822483166664, + "FN": 75, + "FP": 15800, + "IoU": 0.5526530842280272, + "TN": 2768225, + "TP": 19612, + "n_pred": 35412, + "n_ref": 19687 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9777504105090312, + "FN": 745, + "FP": 339, + "IoU": 0.9564693598907719, + "TN": 2778810, + "TP": 23818, + "n_pred": 24157, + "n_ref": 24563 + }, + "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": 0.9655273266129818, + "FN": 1101, + "FP": 2435, + "IoU": 0.9333521816982376, + "TN": 2750657, + "TP": 49519, + "n_pred": 51954, + "n_ref": 50620 + }, + "7": { + "Dice": 0.8880199706996234, + "FN": 11233, + "FP": 21558, + "IoU": 0.7985934524906333, + "TN": 2640902, + "TP": 130019, + "n_pred": 151577, + "n_ref": 141252 + }, + "8": { + "Dice": 0.8746640605912533, + "FN": 81, + "FP": 432, + "IoU": 0.7772470690403821, + "TN": 2801409, + "TP": 1790, + "n_pred": 2222, + "n_ref": 1871 + }, + "9": { + "Dice": 0.8761329305135952, + "FN": 180, + "FP": 189, + "IoU": 0.7795698924731183, + "TN": 2802038, + "TP": 1305, + "n_pred": 1494, + "n_ref": 1485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8317224047941233, + "FN": 8597, + "FP": 1849, + "IoU": 0.7119218995615124, + "TN": 664667, + "TP": 25815, + "n_pred": 27664, + "n_ref": 34412 + }, + "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": 0.7806958115809189, + "FN": 5353, + "FP": 5653, + "IoU": 0.6402797751340045, + "TN": 670332, + "TP": 19590, + "n_pred": 25243, + "n_ref": 24943 + }, + "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": 0.11527077833773298, + "FN": 33328, + "FP": 33032, + "IoU": 0.061160392173507064, + "TN": 630245, + "TP": 4323, + "n_pred": 37355, + "n_ref": 37651 + }, + "3": { + "Dice": 0.746338066139468, + "FN": 43024, + "FP": 2140, + "IoU": 0.5953264161425013, + "TN": 589322, + "TP": 66442, + "n_pred": 68582, + "n_ref": 109466 + }, + "4": { + "Dice": 0.09584803256445047, + "FN": 77, + "FP": 16582, + "IoU": 0.050336335651579064, + "TN": 683386, + "TP": 883, + "n_pred": 17465, + "n_ref": 960 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9779366314457543, + "FN": 3513, + "FP": 2555, + "IoU": 0.956825830505098, + "TN": 560381, + "TP": 134479, + "n_pred": 137034, + "n_ref": 137992 + }, + "7": { + "Dice": 0.9019234258755217, + "FN": 1737, + "FP": 2587, + "IoU": 0.8213666033214906, + "TN": 676722, + "TP": 19882, + "n_pred": 22469, + "n_ref": 21619 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8966379754285294, + "FN": 261, + "FP": 1144, + "IoU": 0.8126416855580744, + "TN": 693429, + "TP": 6094, + "n_pred": 7238, + "n_ref": 6355 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438070020594292, + "FN": 515, + "FP": 58, + "IoU": 0.8935933147632312, + "TN": 169847, + "TP": 4812, + "n_pred": 4870, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8841746625704343, + "FN": 5424, + "FP": 2531, + "IoU": 0.792395218957148, + "TN": 487378, + "TP": 30363, + "n_pred": 32894, + "n_ref": 35787 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8195204183438264, + "FN": 4693, + "FP": 5799, + "IoU": 0.6942266779354763, + "TN": 491383, + "TP": 23821, + "n_pred": 29620, + "n_ref": 28514 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9382226627023456, + "FN": 112, + "FP": 262, + "IoU": 0.8836341008089608, + "TN": 522482, + "TP": 2840, + "n_pred": 3102, + "n_ref": 2952 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9069857949017318, + "FN": 824, + "FP": 1088, + "IoU": 0.829802385615097, + "TN": 514462, + "TP": 9322, + "n_pred": 10410, + "n_ref": 10146 + }, + "5": { + "Dice": 0.4942528735632184, + "FN": 176, + "FP": 0, + "IoU": 0.3282442748091603, + "TN": 525434, + "TP": 86, + "n_pred": 86, + "n_ref": 262 + }, + "6": { + "Dice": 0.9052078774617068, + "FN": 231, + "FP": 852, + "IoU": 0.8268308282699073, + "TN": 519442, + "TP": 5171, + "n_pred": 6023, + "n_ref": 5402 + }, + "7": { + "Dice": 0.9304034582132564, + "FN": 1176, + "FP": 756, + "IoU": 0.8698639364138488, + "TN": 510850, + "TP": 12914, + "n_pred": 13670, + "n_ref": 14090 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "9": { + "Dice": 0.9225579646826929, + "FN": 1774, + "FP": 2037, + "IoU": 0.8562483497416167, + "TN": 499185, + "TP": 22700, + "n_pred": 24737, + "n_ref": 24474 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8975582374403592, + "FN": 364, + "FP": 1, + "IoU": 0.8141547861507128, + "TN": 348500, + "TP": 1599, + "n_pred": 1600, + "n_ref": 1963 + }, + "11": { + "Dice": 0.8062448644207066, + "FN": 299, + "FP": 880, + "IoU": 0.675385462555066, + "TN": 346832, + "TP": 2453, + "n_pred": 3333, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.7066103716118219, + "FN": 7543, + "FP": 1560, + "IoU": 0.5463244455519561, + "TN": 330399, + "TP": 10962, + "n_pred": 12522, + "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": 0.9700135422712324, + "FN": 900, + "FP": 340, + "IoU": 0.9417731029301277, + "TN": 329168, + "TP": 20056, + "n_pred": 20396, + "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": 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": 0.9769199475658816, + "FN": 1162, + "FP": 1391, + "IoU": 0.9548812385126537, + "TN": 293880, + "TP": 54031, + "n_pred": 55422, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9709970171987053, + "FN": 376, + "FP": 538, + "IoU": 0.943628962624892, + "TN": 334250, + "TP": 15300, + "n_pred": 15838, + "n_ref": 15676 + }, + "9": { + "Dice": 0.95332065137864, + "FN": 1250, + "FP": 983, + "IoU": 0.9108048731775514, + "TN": 325429, + "TP": 22802, + "n_pred": 23785, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241716913186157, + "FN": 18409, + "FP": 5322, + "IoU": 0.8590326949579432, + "TN": 4738152, + "TP": 144613, + "n_pred": 149935, + "n_ref": 163022 + }, + "10": { + "Dice": 0.7144723408459672, + "FN": 11310, + "FP": 14699, + "IoU": 0.5557813834329632, + "TN": 4847946, + "TP": 32541, + "n_pred": 47240, + "n_ref": 43851 + }, + "11": { + "Dice": 0.08043310131477185, + "FN": 746, + "FP": 443, + "IoU": 0.041901692183722805, + "TN": 4905255, + "TP": 52, + "n_pred": 495, + "n_ref": 798 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 4906282, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "13": { + "Dice": 0.6239073806078148, + "FN": 13473, + "FP": 12515, + "IoU": 0.45339054349655056, + "TN": 4858952, + "TP": 21556, + "n_pred": 34071, + "n_ref": 35029 + }, + "14": { + "Dice": 0.8029138784351214, + "FN": 5423, + "FP": 10864, + "IoU": 0.6707235711541961, + "TN": 4857033, + "TP": 33176, + "n_pred": 44040, + "n_ref": 38599 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 4906393, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "2": { + "Dice": 0.907020745169598, + "FN": 28124, + "FP": 7799, + "IoU": 0.829860897323564, + "TN": 4695357, + "TP": 175216, + "n_pred": 183015, + "n_ref": 203340 + }, + "3": { + "Dice": 0.9243180242700327, + "FN": 8547, + "FP": 1388, + "IoU": 0.8592855928842559, + "TN": 4835892, + "TP": 60669, + "n_pred": 62057, + "n_ref": 69216 + }, + "4": { + "Dice": 0.455770224864306, + "FN": 1711, + "FP": 31979, + "IoU": 0.29514404669749145, + "TN": 4858699, + "TP": 14107, + "n_pred": 46086, + "n_ref": 15818 + }, + "5": { + "Dice": 0.8140858430163623, + "FN": 6975, + "FP": 865, + "IoU": 0.6864627074585083, + "TN": 4881491, + "TP": 17165, + "n_pred": 18030, + "n_ref": 24140 + }, + "6": { + "Dice": 0.8132003592331999, + "FN": 739049, + "FP": 66528, + "IoU": 0.6852044197686015, + "TN": 2347448, + "TP": 1753471, + "n_pred": 1819999, + "n_ref": 2492520 + }, + "7": { + "Dice": 0.5735858522513483, + "FN": 44482, + "FP": 23514, + "IoU": 0.4021173325830051, + "TN": 4792768, + "TP": 45732, + "n_pred": 69246, + "n_ref": 90214 + }, + "8": { + "Dice": 0.9584407468166549, + "FN": 2414, + "FP": 1842, + "IoU": 0.9201980049501237, + "TN": 4853164, + "TP": 49076, + "n_pred": 50918, + "n_ref": 51490 + }, + "9": { + "Dice": 0.7728699153295044, + "FN": 13944, + "FP": 9072, + "IoU": 0.6298190591073582, + "TN": 4844321, + "TP": 39159, + "n_pred": 48231, + "n_ref": 53103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7967479674796748, + "FN": 22, + "FP": 3, + "IoU": 0.6621621621621622, + "TN": 1226550, + "TP": 49, + "n_pred": 52, + "n_ref": 71 + }, + "10": { + "Dice": 0.8144961199387637, + "FN": 2581, + "FP": 4447, + "IoU": 0.6870463552567129, + "TN": 1204167, + "TP": 15429, + "n_pred": 19876, + "n_ref": 18010 + }, + "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": 15, + "IoU": 0.0, + "TN": 1226609, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.6942366234972396, + "FN": 9055, + "FP": 2797, + "IoU": 0.5316710791480618, + "TN": 1201317, + "TP": 13455, + "n_pred": 16252, + "n_ref": 22510 + }, + "14": { + "Dice": 0.857767091991979, + "FN": 5927, + "FP": 8330, + "IoU": 0.7509563819938163, + "TN": 1169377, + "TP": 42990, + "n_pred": 51320, + "n_ref": 48917 + }, + "15": { + "Dice": 0.5649898066009147, + "FN": 15719, + "FP": 71, + "IoU": 0.3937183228382737, + "TN": 1200580, + "TP": 10254, + "n_pred": 10325, + "n_ref": 25973 + }, + "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": 0.9447801673538545, + "FN": 6389, + "FP": 3160, + "IoU": 0.8953396611061181, + "TN": 1135386, + "TP": 81689, + "n_pred": 84849, + "n_ref": 88078 + }, + "5": { + "Dice": 0.15823235923022094, + "FN": 2990, + "FP": 17087, + "IoU": 0.08591331269349846, + "TN": 1204660, + "TP": 1887, + "n_pred": 18974, + "n_ref": 4877 + }, + "6": { + "Dice": 0.8915168887046084, + "FN": 3137, + "FP": 14916, + "IoU": 0.8042674530807845, + "TN": 1134391, + "TP": 74180, + "n_pred": 89096, + "n_ref": 77317 + }, + "7": { + "Dice": 0.0, + "FN": 136, + "FP": 40376, + "IoU": 0.0, + "TN": 1186112, + "TP": 0, + "n_pred": 40376, + "n_ref": 136 + }, + "8": { + "Dice": 0.9706185657105902, + "FN": 770, + "FP": 911, + "IoU": 0.9429143885625021, + "TN": 1197177, + "TP": 27766, + "n_pred": 28677, + "n_ref": 28536 + }, + "9": { + "Dice": 0.8652216965562768, + "FN": 1936, + "FP": 514, + "IoU": 0.7624587938724064, + "TN": 1216310, + "TP": 7864, + "n_pred": 8378, + "n_ref": 9800 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9273145557420879, + "FN": 144, + "FP": 1025, + "IoU": 0.8644794806399259, + "TN": 166606, + "TP": 7457, + "n_pred": 8482, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9937597890214384, + "FN": 1438, + "FP": 578, + "IoU": 0.9875969755323273, + "TN": 12691, + "TP": 160525, + "n_pred": 161103, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 1577052, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "10": { + "Dice": 0.7725056340913747, + "FN": 3094, + "FP": 8010, + "IoU": 0.6293353807123544, + "TN": 1547131, + "TP": 18853, + "n_pred": 26863, + "n_ref": 21947 + }, + "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": 0.5728043237931458, + "FN": 13572, + "FP": 3817, + "IoU": 0.401349536957345, + "TN": 1548041, + "TP": 11658, + "n_pred": 15475, + "n_ref": 25230 + }, + "14": { + "Dice": 0.8995718956554466, + "FN": 15492, + "FP": 1586, + "IoU": 0.8174744829797467, + "TN": 1483523, + "TP": 76487, + "n_pred": 78073, + "n_ref": 91979 + }, + "15": { + "Dice": 0.8758368194334802, + "FN": 2760, + "FP": 17215, + "IoU": 0.7791011434764338, + "TN": 1486662, + "TP": 70451, + "n_pred": 87666, + "n_ref": 73211 + }, + "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": 0.005125740829729297, + "FN": 399, + "FP": 18234, + "IoU": 0.0025694555965954714, + "TN": 1558407, + "TP": 48, + "n_pred": 18282, + "n_ref": 447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7615264146748465, + "FN": 190695, + "FP": 4519, + "IoU": 0.6148911237981006, + "TN": 1070182, + "TP": 311692, + "n_pred": 316211, + "n_ref": 502387 + }, + "7": { + "Dice": 0.2974829134502665, + "FN": 9608, + "FP": 117438, + "IoU": 0.17473123518139597, + "TN": 1423143, + "TP": 26899, + "n_pred": 144337, + "n_ref": 36507 + }, + "8": { + "Dice": 0.9516550336145249, + "FN": 193, + "FP": 936, + "IoU": 0.9077689731231109, + "TN": 1564847, + "TP": 11112, + "n_pred": 12048, + "n_ref": 11305 + }, + "9": { + "Dice": 0.8926172339536528, + "FN": 436, + "FP": 2905, + "IoU": 0.8060602542520462, + "TN": 1559861, + "TP": 13886, + "n_pred": 16791, + "n_ref": 14322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4163, + "IoU": 0.0, + "TN": 2098621, + "TP": 0, + "n_pred": 4163, + "n_ref": 0 + }, + "10": { + "Dice": 0.900991574482719, + "FN": 2763, + "FP": 5874, + "IoU": 0.8198222630173565, + "TN": 2054848, + "TP": 39299, + "n_pred": 45173, + "n_ref": 42062 + }, + "11": { + "Dice": 0.7964272422776331, + "FN": 253, + "FP": 294, + "IoU": 0.6617192331478046, + "TN": 2101167, + "TP": 1070, + "n_pred": 1364, + "n_ref": 1323 + }, + "12": { + "Dice": 0.22192866578599735, + "FN": 24, + "FP": 565, + "IoU": 0.12481426448736999, + "TN": 2102111, + "TP": 84, + "n_pred": 649, + "n_ref": 108 + }, + "13": { + "Dice": 0.723060634880758, + "FN": 8740, + "FP": 6693, + "IoU": 0.5662450815064644, + "TN": 2067204, + "TP": 20147, + "n_pred": 26840, + "n_ref": 28887 + }, + "14": { + "Dice": 0.8655838513468351, + "FN": 297, + "FP": 1714, + "IoU": 0.7630214470893236, + "TN": 2094298, + "TP": 6475, + "n_pred": 8189, + "n_ref": 6772 + }, + "15": { + "Dice": 0.44679446197059103, + "FN": 3760, + "FP": 49023, + "IoU": 0.2876595859537369, + "TN": 2028686, + "TP": 21315, + "n_pred": 70338, + "n_ref": 25075 + }, + "2": { + "Dice": 0.7335423197492164, + "FN": 255, + "FP": 0, + "IoU": 0.5792079207920792, + "TN": 2102178, + "TP": 351, + "n_pred": 351, + "n_ref": 606 + }, + "3": { + "Dice": 0.9258707948794284, + "FN": 10, + "FP": 239, + "IoU": 0.8619733924611973, + "TN": 2100980, + "TP": 1555, + "n_pred": 1794, + "n_ref": 1565 + }, + "4": { + "Dice": 0.3512113519303858, + "FN": 12048, + "FP": 32165, + "IoU": 0.2130117479530082, + "TN": 2046604, + "TP": 11967, + "n_pred": 44132, + "n_ref": 24015 + }, + "5": { + "Dice": 0.2634304207119741, + "FN": 2270, + "FP": 6, + "IoU": 0.15169586284010436, + "TN": 2100101, + "TP": 407, + "n_pred": 413, + "n_ref": 2677 + }, + "6": { + "Dice": 0.6465782011451283, + "FN": 608184, + "FP": 9633, + "IoU": 0.4777359147696581, + "TN": 919825, + "TP": 565142, + "n_pred": 574775, + "n_ref": 1173326 + }, + "7": { + "Dice": 0.034664483867834966, + "FN": 1162, + "FP": 485899, + "IoU": 0.017637947100277124, + "TN": 1606978, + "TP": 8745, + "n_pred": 494644, + "n_ref": 9907 + }, + "8": { + "Dice": 0.9761951993652053, + "FN": 318, + "FP": 642, + "IoU": 0.9534973842278628, + "TN": 2082140, + "TP": 19684, + "n_pred": 20326, + "n_ref": 20002 + }, + "9": { + "Dice": 0.895616649233259, + "FN": 2627, + "FP": 2662, + "IoU": 0.8109653668823046, + "TN": 2074805, + "TP": 22690, + "n_pred": 25352, + "n_ref": 25317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.636650868878357, + "FN": 4560, + "FP": 40, + "IoU": 0.46697566628041715, + "TN": 341834, + "TP": 4030, + "n_pred": 4070, + "n_ref": 8590 + }, + "15": { + "Dice": 0.7882142857142858, + "FN": 7, + "FP": 2365, + "IoU": 0.650456822870616, + "TN": 343678, + "TP": 4414, + "n_pred": 6779, + "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": 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": 0.13026949395961815, + "FN": 636, + "FP": 19954, + "IoU": 0.06967287185975059, + "TN": 328332, + "TP": 1542, + "n_pred": 21496, + "n_ref": 2178 + }, + "7": { + "Dice": 0.8577437719838996, + "FN": 3299, + "FP": 624, + "IoU": 0.7509206349206349, + "TN": 334714, + "TP": 11827, + "n_pred": 12451, + "n_ref": 15126 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756880863171535, + "FN": 1315, + "FP": 411, + "IoU": 0.9525302530253025, + "TN": 1015032, + "TP": 34634, + "n_pred": 35045, + "n_ref": 35949 + }, + "10": { + "Dice": 0.877151051625239, + "FN": 319, + "FP": 195, + "IoU": 0.7811834823329076, + "TN": 1049043, + "TP": 1835, + "n_pred": 2030, + "n_ref": 2154 + }, + "11": { + "Dice": 0.8048200412240368, + "FN": 644, + "FP": 587, + "IoU": 0.6733881666224463, + "TN": 1047623, + "TP": 2538, + "n_pred": 3125, + "n_ref": 3182 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8981544771018455, + "FN": 173, + "FP": 721, + "IoU": 0.815136476426799, + "TN": 1046556, + "TP": 3942, + "n_pred": 4663, + "n_ref": 4115 + }, + "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": 0.6930729550478998, + "FN": 306, + "FP": 11356, + "IoU": 0.5303073019453058, + "TN": 1026563, + "TP": 13167, + "n_pred": 24523, + "n_ref": 13473 + }, + "3": { + "Dice": 0.21330350680965854, + "FN": 11917, + "FP": 40, + "IoU": 0.11938429812932685, + "TN": 1037814, + "TP": 1621, + "n_pred": 1661, + "n_ref": 13538 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28279, + "IoU": 0.0, + "TN": 1023113, + "TP": 0, + "n_pred": 28279, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9418426598341394, + "FN": 2135, + "FP": 5537, + "IoU": 0.8900780858227667, + "TN": 981597, + "TP": 62123, + "n_pred": 67660, + "n_ref": 64258 + }, + "7": { + "Dice": 0.8985356820338131, + "FN": 38668, + "FP": 5713, + "IoU": 0.815764675602861, + "TN": 810499, + "TP": 196512, + "n_pred": 202225, + "n_ref": 235180 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 1051346, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "9": { + "Dice": 0.9588195872715088, + "FN": 2700, + "FP": 864, + "IoU": 0.9208966818333149, + "TN": 1006337, + "TP": 41491, + "n_pred": 42355, + "n_ref": 44191 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 0.8098744230975636, + "FN": 6524, + "FP": 2333, + "IoU": 0.6804949316402727, + "TN": 322743, + "TP": 18864, + "n_pred": 21197, + "n_ref": 25388 + }, + "15": { + "Dice": 0.9199245715055393, + "FN": 12515, + "FP": 1753, + "IoU": 0.8517225253312549, + "TN": 254239, + "TP": 81957, + "n_pred": 83710, + "n_ref": 94472 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1226593, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "10": { + "Dice": 0.8004699332132961, + "FN": 23513, + "FP": 7737, + "IoU": 0.6673196073839078, + "TN": 1132690, + "TP": 62684, + "n_pred": 70421, + "n_ref": 86197 + }, + "11": { + "Dice": 0.7037906137184116, + "FN": 2819, + "FP": 463, + "IoU": 0.542960590447013, + "TN": 1219443, + "TP": 3899, + "n_pred": 4362, + "n_ref": 6718 + }, + "12": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 1226558, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "13": { + "Dice": 0.644497084548105, + "FN": 43278, + "FP": 7448, + "IoU": 0.47546713267912355, + "TN": 1129917, + "TP": 45981, + "n_pred": 53429, + "n_ref": 89259 + }, + "14": { + "Dice": 0.7554989816700611, + "FN": 10094, + "FP": 4312, + "IoU": 0.6070697978888798, + "TN": 1189961, + "TP": 22257, + "n_pred": 26569, + "n_ref": 32351 + }, + "15": { + "Dice": 0.7537346961698304, + "FN": 4280, + "FP": 4490, + "IoU": 0.6047947366049299, + "TN": 1204433, + "TP": 13421, + "n_pred": 17911, + "n_ref": 17701 + }, + "2": { + "Dice": 0.9824675588821543, + "FN": 570, + "FP": 292, + "IoU": 0.9655392979931239, + "TN": 1201610, + "TP": 24152, + "n_pred": 24444, + "n_ref": 24722 + }, + "3": { + "Dice": 0.9716300202100017, + "FN": 1508, + "FP": 359, + "IoU": 0.9448253442874874, + "TN": 1192786, + "TP": 31971, + "n_pred": 32330, + "n_ref": 33479 + }, + "4": { + "Dice": 0.11009174311926606, + "FN": 194, + "FP": 0, + "IoU": 0.05825242718446602, + "TN": 1226418, + "TP": 12, + "n_pred": 12, + "n_ref": 206 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783994232155732, + "FN": 1271, + "FP": 1725, + "IoU": 0.9577122854561879, + "TN": 1155776, + "TP": 67852, + "n_pred": 69577, + "n_ref": 69123 + }, + "7": { + "Dice": 0.6167112119809476, + "FN": 3743, + "FP": 47597, + "IoU": 0.44582969031659164, + "TN": 1133981, + "TP": 41303, + "n_pred": 88900, + "n_ref": 45046 + }, + "8": { + "Dice": 0.9729620661824052, + "FN": 50, + "FP": 84, + "IoU": 0.9473477406679764, + "TN": 1224079, + "TP": 2411, + "n_pred": 2495, + "n_ref": 2461 + }, + "9": { + "Dice": 0.9157276716878188, + "FN": 111, + "FP": 2731, + "IoU": 0.8445550511404036, + "TN": 1208341, + "TP": 15441, + "n_pred": 18172, + "n_ref": 15552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.600917657506537, + "FN": 2510, + "FP": 21757, + "IoU": 0.4295084279568376, + "TN": 3462103, + "TP": 18270, + "n_pred": 40027, + "n_ref": 20780 + }, + "11": { + "Dice": 0.8062675636549433, + "FN": 1248, + "FP": 1027, + "IoU": 0.6754173205878157, + "TN": 3497631, + "TP": 4734, + "n_pred": 5761, + "n_ref": 5982 + }, + "12": { + "Dice": 0.8026124818577649, + "FN": 1838, + "FP": 66, + "IoU": 0.6703030303030303, + "TN": 3498865, + "TP": 3871, + "n_pred": 3937, + "n_ref": 5709 + }, + "13": { + "Dice": 0.8257582827811479, + "FN": 13743, + "FP": 4927, + "IoU": 0.7032268319821968, + "TN": 3441730, + "TP": 44240, + "n_pred": 49167, + "n_ref": 57983 + }, + "14": { + "Dice": 0.0005365653505034246, + "FN": 211, + "FP": 63121, + "IoU": 0.00026835467016053926, + "TN": 3441291, + "TP": 17, + "n_pred": 63138, + "n_ref": 228 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2037, + "IoU": 0.0, + "TN": 3502603, + "TP": 0, + "n_pred": 2037, + "n_ref": 0 + }, + "2": { + "Dice": 0.976043233606329, + "FN": 3527, + "FP": 2493, + "IoU": 0.9532074650416236, + "TN": 3375987, + "TP": 122633, + "n_pred": 125126, + "n_ref": 126160 + }, + "3": { + "Dice": 0.9650686581546615, + "FN": 234, + "FP": 56, + "IoU": 0.9324953445065177, + "TN": 3500344, + "TP": 4006, + "n_pred": 4062, + "n_ref": 4240 + }, + "4": { + "Dice": 0.8501537870049981, + "FN": 12521, + "FP": 3069, + "IoU": 0.7393630360277522, + "TN": 3444825, + "TP": 44225, + "n_pred": 47294, + "n_ref": 56746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8876863380045782, + "FN": 147028, + "FP": 13904, + "IoU": 0.7980539737434528, + "TN": 2707734, + "TP": 635974, + "n_pred": 649878, + "n_ref": 783002 + }, + "7": { + "Dice": 0.8734768869982297, + "FN": 16082, + "FP": 38733, + "IoU": 0.7753741373940696, + "TN": 3260612, + "TP": 189213, + "n_pred": 227946, + "n_ref": 205295 + }, + "8": { + "Dice": 0.9559484059051848, + "FN": 904, + "FP": 1695, + "IoU": 0.9156141433163414, + "TN": 3473841, + "TP": 28200, + "n_pred": 29895, + "n_ref": 29104 + }, + "9": { + "Dice": 0.9268337046973762, + "FN": 248, + "FP": 1361, + "IoU": 0.8636440677966102, + "TN": 3492840, + "TP": 10191, + "n_pred": 11552, + "n_ref": 10439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8079924534774033, + "FN": 1532, + "FP": 707, + "IoU": 0.677841726618705, + "TN": 518746, + "TP": 4711, + "n_pred": 5418, + "n_ref": 6243 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8897030367140535, + "FN": 2447, + "FP": 1828, + "IoU": 0.801319886601292, + "TN": 504179, + "TP": 17242, + "n_pred": 19070, + "n_ref": 19689 + }, + "14": { + "Dice": 0.8408168651644617, + "FN": 1428, + "FP": 8222, + "IoU": 0.7253529143897997, + "TN": 490560, + "TP": 25486, + "n_pred": 33708, + "n_ref": 26914 + }, + "15": { + "Dice": 0.7630566245189665, + "FN": 13052, + "FP": 740, + "IoU": 0.6168888888888889, + "TN": 489696, + "TP": 22208, + "n_pred": 22948, + "n_ref": 35260 + }, + "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": 0.9786270532033244, + "FN": 1010, + "FP": 623, + "IoU": 0.9581485942745842, + "TN": 486677, + "TP": 37386, + "n_pred": 38009, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9546732076243037, + "FN": 606, + "FP": 1168, + "IoU": 0.9132772780602268, + "TN": 505240, + "TP": 18682, + "n_pred": 19850, + "n_ref": 19288 + }, + "9": { + "Dice": 0.9278180577197975, + "FN": 2749, + "FP": 2856, + "IoU": 0.8653550494859229, + "TN": 484068, + "TP": 36023, + "n_pred": 38879, + "n_ref": 38772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.871900826446281, + "FN": 109, + "FP": 15, + "IoU": 0.7728937728937729, + "TN": 875614, + "TP": 422, + "n_pred": 437, + "n_ref": 531 + }, + "10": { + "Dice": 0.9419437508213957, + "FN": 1545, + "FP": 1989, + "IoU": 0.8902586715523398, + "TN": 843957, + "TP": 28669, + "n_pred": 30658, + "n_ref": 30214 + }, + "11": { + "Dice": 0.8144382308083375, + "FN": 567, + "FP": 528, + "IoU": 0.6869639794168096, + "TN": 872662, + "TP": 2403, + "n_pred": 2931, + "n_ref": 2970 + }, + "12": { + "Dice": 0.9066059225512528, + "FN": 129, + "FP": 158, + "IoU": 0.8291666666666667, + "TN": 874480, + "TP": 1393, + "n_pred": 1551, + "n_ref": 1522 + }, + "13": { + "Dice": 0.9297504628243928, + "FN": 3410, + "FP": 2927, + "IoU": 0.8687230692741134, + "TN": 827888, + "TP": 41935, + "n_pred": 44862, + "n_ref": 45345 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 875385, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9655089820359282, + "FN": 247, + "FP": 41, + "IoU": 0.9333178976614958, + "TN": 871841, + "TP": 4031, + "n_pred": 4072, + "n_ref": 4278 + }, + "3": { + "Dice": 0.968840090197235, + "FN": 1837, + "FP": 1438, + "IoU": 0.9395633800217756, + "TN": 821971, + "TP": 50914, + "n_pred": 52352, + "n_ref": 52751 + }, + "4": { + "Dice": 0.9392216878006121, + "FN": 278, + "FP": 0, + "IoU": 0.8854080791426217, + "TN": 873734, + "TP": 2148, + "n_pred": 2148, + "n_ref": 2426 + }, + "5": { + "Dice": 0.8, + "FN": 7, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 876139, + "TP": 14, + "n_pred": 14, + "n_ref": 21 + }, + "6": { + "Dice": 0.9463936905169135, + "FN": 25059, + "FP": 8477, + "IoU": 0.8982422390591291, + "TN": 546593, + "TP": 296031, + "n_pred": 304508, + "n_ref": 321090 + }, + "7": { + "Dice": 0.9450051255396255, + "FN": 1945, + "FP": 1864, + "IoU": 0.8957438073080608, + "TN": 839625, + "TP": 32726, + "n_pred": 34590, + "n_ref": 34671 + }, + "8": { + "Dice": 0.9488250029822259, + "FN": 131, + "FP": 298, + "IoU": 0.9026327734906945, + "TN": 871754, + "TP": 3977, + "n_pred": 4275, + "n_ref": 4108 + }, + "9": { + "Dice": 0.849627850428491, + "FN": 6312, + "FP": 3830, + "IoU": 0.7385678197659432, + "TN": 837366, + "TP": 28652, + "n_pred": 32482, + "n_ref": 34964 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6455840988130562, + "FN": 3943.6711111111113, + "FP": 3768.4866666666667, + "IoU": 0.5631198991568918, + "TN": 1004589.0755555555, + "TP": 21567.566666666666, + "n_pred": 25336.053333333337, + "n_ref": 25511.237777777784 + }, + "mean": { + "1": { + "Dice": 0.7706272571912964, + "FN": 5396.7, + "FP": 3309.1666666666665, + "IoU": 0.7036169393347953, + "TN": 986598.0666666667, + "TP": 38564.86666666667, + "n_pred": 41874.03333333333, + "n_ref": 43961.566666666666 + }, + "10": { + "Dice": 0.6816609107321839, + "FN": 2950.4, + "FP": 2383.9, + "IoU": 0.5759779294962397, + "TN": 1017622.7, + "TP": 10911.8, + "n_pred": 13295.7, + "n_ref": 13862.2 + }, + "11": { + "Dice": 0.4969048496728359, + "FN": 66.7, + "FP": 31.933333333333334, + "IoU": 0.40992804504736197, + "TN": 1033556.9666666667, + "TP": 213.2, + "n_pred": 245.13333333333333, + "n_ref": 279.9 + }, + "12": { + "Dice": 0.3823193403102649, + "FN": 325.6666666666667, + "FP": 202.36666666666667, + "IoU": 0.2660615152939718, + "TN": 1032958.4333333333, + "TP": 382.3333333333333, + "n_pred": 584.7, + "n_ref": 708.0 + }, + "13": { + "Dice": 0.5582861022755711, + "FN": 2830.8, + "FP": 3274.2, + "IoU": 0.4337584020710747, + "TN": 1022065.8666666667, + "TP": 5697.933333333333, + "n_pred": 8972.133333333333, + "n_ref": 8528.733333333334 + }, + "14": { + "Dice": 0.5957522552975176, + "FN": 4077.3333333333335, + "FP": 8085.0, + "IoU": 0.527108835330851, + "TN": 997604.1, + "TP": 24102.366666666665, + "n_pred": 32187.366666666665, + "n_ref": 28179.7 + }, + "15": { + "Dice": 0.5142971843499987, + "FN": 8679.266666666666, + "FP": 9710.433333333332, + "IoU": 0.41340586961440107, + "TN": 997329.1, + "TP": 18150.0, + "n_pred": 27860.433333333334, + "n_ref": 26829.266666666666 + }, + "2": { + "Dice": 0.7620995006355574, + "FN": 849.6333333333333, + "FP": 1328.0333333333333, + "IoU": 0.7244648741379394, + "TN": 1010950.9, + "TP": 20740.233333333334, + "n_pred": 22068.266666666666, + "n_ref": 21589.866666666665 + }, + "3": { + "Dice": 0.6577244956246752, + "FN": 1312.2333333333333, + "FP": 2622.4666666666667, + "IoU": 0.6173708419689037, + "TN": 1012102.4666666667, + "TP": 17831.633333333335, + "n_pred": 20454.1, + "n_ref": 19143.866666666665 + }, + "4": { + "Dice": 0.6429815626346171, + "FN": 2351.866666666667, + "FP": 1720.6333333333334, + "IoU": 0.5588655946997212, + "TN": 1023217.4666666667, + "TP": 6578.833333333333, + "n_pred": 8299.466666666667, + "n_ref": 8930.7 + }, + "5": { + "Dice": 0.5309005925308858, + "FN": 902.2333333333333, + "FP": 165.6, + "IoU": 0.43616738320121345, + "TN": 1031106.1333333333, + "TP": 1694.8333333333333, + "n_pred": 1860.4333333333334, + "n_ref": 2597.0666666666666 + }, + "6": { + "Dice": 0.8773456687334154, + "FN": 16701.933333333334, + "FP": 9886.7, + "IoU": 0.8017061341730594, + "TN": 906914.8, + "TP": 100365.36666666667, + "n_pred": 110252.06666666667, + "n_ref": 117067.3 + }, + "7": { + "Dice": 0.6114771093946147, + "FN": 10660.366666666667, + "FP": 11356.166666666666, + "IoU": 0.5381621057507655, + "TN": 953764.1, + "TP": 58088.166666666664, + "n_pred": 69444.33333333333, + "n_ref": 68748.53333333334 + }, + "8": { + "Dice": 0.8265497207652982, + "FN": 1010.4, + "FP": 1405.9666666666667, + "IoU": 0.7745527662681221, + "TN": 1018044.3666666667, + "TP": 13408.066666666668, + "n_pred": 14814.033333333333, + "n_ref": 14418.466666666667 + }, + "9": { + "Dice": 0.7748349320471087, + "FN": 1039.5333333333333, + "FP": 1044.7333333333333, + "IoU": 0.6656512509649558, + "TN": 1025000.6666666666, + "TP": 6783.866666666667, + "n_pred": 7828.6, + "n_ref": 7823.4 + } + }, + "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": 0.8449849964885399, + "FN": 3356, + "FP": 1500, + "IoU": 0.7315792382952849, + "TN": 332373, + "TP": 13235, + "n_pred": 14735, + "n_ref": 16591 + }, + "11": { + "Dice": 0.7550200803212851, + "FN": 468, + "FP": 142, + "IoU": 0.6064516129032258, + "TN": 348914, + "TP": 940, + "n_pred": 1082, + "n_ref": 1408 + }, + "12": { + "Dice": 0.5177045177045178, + "FN": 389, + "FP": 6, + "IoU": 0.34925864909390447, + "TN": 349857, + "TP": 212, + "n_pred": 218, + "n_ref": 601 + }, + "13": { + "Dice": 0.6895823910749284, + "FN": 3475, + "FP": 643, + "IoU": 0.5262310170271514, + "TN": 341772, + "TP": 4574, + "n_pred": 5217, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9336744735288329, + "FN": 331, + "FP": 343, + "IoU": 0.8755998523440384, + "TN": 345046, + "TP": 4744, + "n_pred": 5087, + "n_ref": 5075 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 349967, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330189987519069, + "FN": 4720, + "FP": 2525, + "IoU": 0.8744476215232648, + "TN": 292759, + "TP": 50460, + "n_pred": 52985, + "n_ref": 55180 + }, + "7": { + "Dice": 0.9129887793267596, + "FN": 13655, + "FP": 1699, + "IoU": 0.8399074103037317, + "TN": 254557, + "TP": 80553, + "n_pred": 82252, + "n_ref": 94208 + }, + "8": { + "Dice": 0.8156862745098039, + "FN": 13, + "FP": 34, + "IoU": 0.6887417218543046, + "TN": 350313, + "TP": 104, + "n_pred": 138, + "n_ref": 117 + }, + "9": { + "Dice": 0.9405429817095413, + "FN": 689, + "FP": 2734, + "IoU": 0.8877594517493524, + "TN": 319967, + "TP": 27074, + "n_pred": 29808, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 3000, + "IoU": 0.0, + "TN": 522696, + "TP": 0, + "n_pred": 3000, + "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": 0.7704144949118888, + "FN": 3645, + "FP": 55, + "IoU": 0.6265643924101736, + "TN": 515788, + "TP": 6208, + "n_pred": 6263, + "n_ref": 9853 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3515, + "FP": 0, + "IoU": 0.0, + "TN": 522181, + "TP": 0, + "n_pred": 0, + "n_ref": 3515 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8746135502478933, + "FN": 100829, + "FP": 5593, + "IoU": 0.7771673014550229, + "TN": 1449965, + "TP": 371165, + "n_pred": 376758, + "n_ref": 471994 + }, + "10": { + "Dice": 0.19847890088321885, + "FN": 3063, + "FP": 3471, + "IoU": 0.110172953833583, + "TN": 1920209, + "TP": 809, + "n_pred": 4280, + "n_ref": 3872 + }, + "11": { + "Dice": 0.0, + "FN": 2, + "FP": 6, + "IoU": 0.0, + "TN": 1927544, + "TP": 0, + "n_pred": 6, + "n_ref": 2 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 1927343, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "13": { + "Dice": 0.09005976904775721, + "FN": 12918, + "FP": 2763, + "IoU": 0.047153187093637965, + "TN": 1911095, + "TP": 776, + "n_pred": 3539, + "n_ref": 13694 + }, + "14": { + "Dice": 0.924833795540022, + "FN": 3204, + "FP": 6689, + "IoU": 0.8601775164655002, + "TN": 1856798, + "TP": 60861, + "n_pred": 67550, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9514706290462617, + "FN": 4402, + "FP": 7839, + "IoU": 0.9074334543254688, + "TN": 1795312, + "TP": 119999, + "n_pred": 127838, + "n_ref": 124401 + }, + "3": { + "Dice": 0.8923304810146672, + "FN": 7182, + "FP": 959, + "IoU": 0.8055927022638265, + "TN": 1885676, + "TP": 33735, + "n_pred": 34694, + "n_ref": 40917 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8248451202832087, + "FN": 1895, + "FP": 282, + "IoU": 0.7019033273996987, + "TN": 1920249, + "TP": 5126, + "n_pred": 5408, + "n_ref": 7021 + }, + "6": { + "Dice": 0.8129170269446263, + "FN": 7639, + "FP": 104654, + "IoU": 0.6848021961365512, + "TN": 1571290, + "TP": 243969, + "n_pred": 348623, + "n_ref": 251608 + }, + "7": { + "Dice": 0.7456412470319775, + "FN": 36315, + "FP": 46171, + "IoU": 0.5944401832949829, + "TN": 1724164, + "TP": 120902, + "n_pred": 167073, + "n_ref": 157217 + }, + "8": { + "Dice": 0.9225285958998729, + "FN": 2262, + "FP": 542, + "IoU": 0.8561977537309605, + "TN": 1908053, + "TP": 16695, + "n_pred": 17237, + "n_ref": 18957 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 1927495, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8257577997929912, + "FN": 5120, + "FP": 6664, + "IoU": 0.7032261314125973, + "TN": 836453, + "TP": 27923, + "n_pred": 34587, + "n_ref": 33043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 8, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 8, + "n_ref": 8 + }, + "13": { + "Dice": 0.5003497318722313, + "FN": 3068, + "FP": 1218, + "IoU": 0.33364427860696516, + "TN": 869728, + "TP": 2146, + "n_pred": 3364, + "n_ref": 5214 + }, + "14": { + "Dice": 0.9463699523559941, + "FN": 9179, + "FP": 4430, + "IoU": 0.8981994718849816, + "TN": 742477, + "TP": 120074, + "n_pred": 124504, + "n_ref": 129253 + }, + "15": { + "Dice": 0.877193340406431, + "FN": 4594, + "FP": 19482, + "IoU": 0.7812505678617506, + "TN": 766098, + "TP": 85986, + "n_pred": 105468, + "n_ref": 90580 + }, + "2": { + "Dice": 0.9554201622281874, + "FN": 2704, + "FP": 3391, + "IoU": 0.9146454178803496, + "TN": 804752, + "TP": 65313, + "n_pred": 68704, + "n_ref": 68017 + }, + "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": 0.9141329073260519, + "FN": 8747, + "FP": 1143, + "IoU": 0.8418460357565485, + "TN": 813626, + "TP": 52644, + "n_pred": 53787, + "n_ref": 61391 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2001, + "IoU": 0.0, + "TN": 874159, + "TP": 0, + "n_pred": 2001, + "n_ref": 0 + }, + "8": { + "Dice": 0.9235165574046058, + "FN": 1576, + "FP": 244, + "IoU": 0.8579013116801999, + "TN": 863352, + "TP": 10988, + "n_pred": 11232, + "n_ref": 12564 + }, + "9": { + "Dice": 0.8406246768021512, + "FN": 436, + "FP": 1105, + "IoU": 0.7250669045495094, + "TN": 870555, + "TP": 4064, + "n_pred": 5169, + "n_ref": 4500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.935421020935917, + "FN": 1427, + "FP": 396, + "IoU": 0.8786769599361107, + "TN": 1211598, + "TP": 13203, + "n_pred": 13599, + "n_ref": 14630 + }, + "10": { + "Dice": 0.6795990658278486, + "FN": 19381, + "FP": 9292, + "IoU": 0.514691445787211, + "TN": 1167542, + "TP": 30409, + "n_pred": 39701, + "n_ref": 49790 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3745209462138232, + "FN": 1701, + "FP": 3032, + "IoU": 0.23040650406504065, + "TN": 1220474, + "TP": 1417, + "n_pred": 4449, + "n_ref": 3118 + }, + "13": { + "Dice": 0.36221323926980614, + "FN": 3189, + "FP": 46353, + "IoU": 0.22116019493790284, + "TN": 1163014, + "TP": 14068, + "n_pred": 60421, + "n_ref": 17257 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1226576, + "TP": 0, + "n_pred": 48, + "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": 0.9373331166268082, + "FN": 1009, + "FP": 1690, + "IoU": 0.8820573326341549, + "TN": 1203740, + "TP": 20185, + "n_pred": 21875, + "n_ref": 21194 + }, + "4": { + "Dice": 0.9042766151046406, + "FN": 791, + "FP": 1313, + "IoU": 0.8252781929911974, + "TN": 1214582, + "TP": 9938, + "n_pred": 11251, + "n_ref": 10729 + }, + "5": { + "Dice": 0.8021304675716441, + "FN": 3275, + "FP": 923, + "IoU": 0.6696309120956953, + "TN": 1213917, + "TP": 8509, + "n_pred": 9432, + "n_ref": 11784 + }, + "6": { + "Dice": 0.9742683991779545, + "FN": 2927, + "FP": 992, + "IoU": 0.9498278091433985, + "TN": 1148513, + "TP": 74192, + "n_pred": 75184, + "n_ref": 77119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3592, + "IoU": 0.0, + "TN": 1223032, + "TP": 0, + "n_pred": 3592, + "n_ref": 0 + }, + "8": { + "Dice": 0.9465599921103564, + "FN": 2721, + "FP": 1614, + "IoU": 0.8985419055866314, + "TN": 1183897, + "TP": 38392, + "n_pred": 40006, + "n_ref": 41113 + }, + "9": { + "Dice": 0.8258407327134167, + "FN": 3014, + "FP": 1968, + "IoU": 0.7033464332499703, + "TN": 1209830, + "TP": 11812, + "n_pred": 13780, + "n_ref": 14826 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12308149689694897, + "FN": 236, + "FP": 46958, + "IoU": 0.06557636716429731, + "TN": 2227510, + "TP": 3312, + "n_pred": 50270, + "n_ref": 3548 + }, + "10": { + "Dice": 0.8426973556604384, + "FN": 3758, + "FP": 5974, + "IoU": 0.7281564245810056, + "TN": 2242216, + "TP": 26068, + "n_pred": 32042, + "n_ref": 29826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43344334433443343, + "FN": 59, + "FP": 456, + "IoU": 0.27668539325842695, + "TN": 2277304, + "TP": 197, + "n_pred": 653, + "n_ref": 256 + }, + "13": { + "Dice": 0.34781460451604385, + "FN": 145, + "FP": 4794, + "IoU": 0.21051790281329924, + "TN": 2271760, + "TP": 1317, + "n_pred": 6111, + "n_ref": 1462 + }, + "14": { + "Dice": 0.02711224586841855, + "FN": 8309, + "FP": 124676, + "IoU": 0.013742416826117267, + "TN": 2143178, + "TP": 1853, + "n_pred": 126529, + "n_ref": 10162 + }, + "15": { + "Dice": 0.8373020820346591, + "FN": 587, + "FP": 2023, + "IoU": 0.7201372506969762, + "TN": 2268690, + "TP": 6716, + "n_pred": 8739, + "n_ref": 7303 + }, + "2": { + "Dice": 0.1567651632970451, + "FN": 236, + "FP": 5186, + "IoU": 0.08504893688828889, + "TN": 2272090, + "TP": 504, + "n_pred": 5690, + "n_ref": 740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40428, + "IoU": 0.0, + "TN": 2237588, + "TP": 0, + "n_pred": 40428, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 2277826, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "6": { + "Dice": 0.4427824946455605, + "FN": 1570, + "FP": 78301, + "IoU": 0.2843420993683079, + "TN": 2166411, + "TP": 31734, + "n_pred": 110035, + "n_ref": 33304 + }, + "7": { + "Dice": 0.8074922170478812, + "FN": 35852, + "FP": 38970, + "IoU": 0.6771379009777947, + "TN": 2046270, + "TP": 156924, + "n_pred": 195894, + "n_ref": 192776 + }, + "8": { + "Dice": 0.8755586547909601, + "FN": 2099, + "FP": 5753, + "IoU": 0.778661028893587, + "TN": 2242541, + "TP": 27623, + "n_pred": 33376, + "n_ref": 29722 + }, + "9": { + "Dice": 0.572961373390558, + "FN": 351, + "FP": 47, + "IoU": 0.40150375939849625, + "TN": 2277351, + "TP": 267, + "n_pred": 314, + "n_ref": 618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09555189456342669, + "FN": 548, + "FP": 1, + "IoU": 0.050173010380622836, + "TN": 700350, + "TP": 29, + "n_pred": 30, + "n_ref": 577 + }, + "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": 0.6941670403130478, + "FN": 6474, + "FP": 1029, + "IoU": 0.5315894618554127, + "TN": 684910, + "TP": 8515, + "n_pred": 9544, + "n_ref": 14989 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 24304, + "IoU": 0.0, + "TN": 676558, + "TP": 0, + "n_pred": 24304, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 33811, + "IoU": 0.0, + "TN": 667117, + "TP": 0, + "n_pred": 33811, + "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": 0.8946439081812831, + "FN": 12, + "FP": 167, + "IoU": 0.8093716719914803, + "TN": 699989, + "TP": 760, + "n_pred": 927, + "n_ref": 772 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9910928242264648, + "FN": 1013, + "FP": 1693, + "IoU": 0.9823429231401669, + "TN": 547675, + "TP": 150547, + "n_pred": 152240, + "n_ref": 151560 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 700769, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "8": { + "Dice": 0.9387196540493199, + "FN": 1256, + "FP": 983, + "IoU": 0.8845161955848979, + "TN": 681540, + "TP": 17149, + "n_pred": 18132, + "n_ref": 18405 + }, + "9": { + "Dice": 0.7436436627795833, + "FN": 436, + "FP": 905, + "IoU": 0.5919050517346318, + "TN": 697642, + "TP": 1945, + "n_pred": 2850, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.9195008912655972, + "FN": 7216, + "FP": 4074, + "IoU": 0.8509964365844002, + "TN": 625158, + "TP": 64480, + "n_pred": 68554, + "n_ref": 71696 + }, + "15": { + "Dice": 0.5314201040280634, + "FN": 1101, + "FP": 29889, + "IoU": 0.3618598521508144, + "TN": 652365, + "TP": 17573, + "n_pred": 47462, + "n_ref": 18674 + }, + "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": 0.9408074595962228, + "FN": 12208, + "FP": 285, + "IoU": 0.8882308208454485, + "TN": 589153, + "TP": 99282, + "n_pred": 99567, + "n_ref": 111490 + }, + "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": 0.5703590914858521, + "FN": 552, + "FP": 6220, + "IoU": 0.39895269370728675, + "TN": 689661, + "TP": 4495, + "n_pred": 10715, + "n_ref": 5047 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8898790773813061, + "FN": 43003, + "FP": 21846, + "IoU": 0.8016055361628053, + "TN": 1074987, + "TP": 262020, + "n_pred": 283866, + "n_ref": 305023 + }, + "10": { + "Dice": 0.7429009976976209, + "FN": 3455, + "FP": 5925, + "IoU": 0.590964590964591, + "TN": 1378924, + "TP": 13552, + "n_pred": 19477, + "n_ref": 17007 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15072463768115943, + "FN": 292, + "FP": 1, + "IoU": 0.08150470219435736, + "TN": 1401537, + "TP": 26, + "n_pred": 27, + "n_ref": 318 + }, + "13": { + "Dice": 0.7933687541735621, + "FN": 3759, + "FP": 3358, + "IoU": 0.657507218479307, + "TN": 1381076, + "TP": 13663, + "n_pred": 17021, + "n_ref": 17422 + }, + "14": { + "Dice": 0.8483332711187428, + "FN": 3143, + "FP": 13109, + "IoU": 0.7366135096590173, + "TN": 1340152, + "TP": 45452, + "n_pred": 58561, + "n_ref": 48595 + }, + "15": { + "Dice": 0.47005159394539925, + "FN": 1731, + "FP": 29289, + "IoU": 0.3072336244053867, + "TN": 1357079, + "TP": 13757, + "n_pred": 43046, + "n_ref": 15488 + }, + "2": { + "Dice": 0.012429892375322117, + "FN": 53, + "FP": 6462, + "IoU": 0.006253813300793167, + "TN": 1395300, + "TP": 41, + "n_pred": 6503, + "n_ref": 94 + }, + "3": { + "Dice": 0.920202173619549, + "FN": 11330, + "FP": 7584, + "IoU": 0.8521985793434348, + "TN": 1273887, + "TP": 109055, + "n_pred": 116639, + "n_ref": 120385 + }, + "4": { + "Dice": 0.893948798976732, + "FN": 6217, + "FP": 5059, + "IoU": 0.8082345538341185, + "TN": 1343055, + "TP": 47525, + "n_pred": 52584, + "n_ref": 53742 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7421257813589431, + "FN": 15427, + "FP": 27106, + "IoU": 0.5899840940858919, + "TN": 1298121, + "TP": 61202, + "n_pred": 88308, + "n_ref": 76629 + }, + "7": { + "Dice": 0.9074498148509063, + "FN": 839, + "FP": 6759, + "IoU": 0.8305795259437644, + "TN": 1357009, + "TP": 37249, + "n_pred": 44008, + "n_ref": 38088 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7765594103900773, + "FN": 221, + "FP": 1022, + "IoU": 0.6347340581839553, + "TN": 1398453, + "TP": 2160, + "n_pred": 3182, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.991917531422309, + "FN": 768, + "FP": 1592, + "IoU": 0.9839646679123493, + "TN": 203289, + "TP": 144815, + "n_pred": 146407, + "n_ref": 145583 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0078.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": 0.9064801028004977, + "FN": 1076, + "FP": 3509, + "IoU": 0.8289562038349623, + "TN": 323658, + "TP": 22221, + "n_pred": 25730, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602241797396942, + "FN": 4423, + "FP": 2007, + "IoU": 0.9234915459943125, + "TN": 266421, + "TP": 77613, + "n_pred": 79620, + "n_ref": 82036 + }, + "7": { + "Dice": 0.05501179312466529, + "FN": 182, + "FP": 82753, + "IoU": 0.028283869758286565, + "TN": 265115, + "TP": 2414, + "n_pred": 85167, + "n_ref": 2596 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9028411935136447, + "FN": 1019, + "FP": 5386, + "IoU": 0.8228901670169229, + "TN": 664764, + "TP": 29759, + "n_pred": 35145, + "n_ref": 30778 + }, + "10": { + "Dice": 0.8546225067944171, + "FN": 9449, + "FP": 3175, + "IoU": 0.7461492057108385, + "TN": 651198, + "TP": 37106, + "n_pred": 40281, + "n_ref": 46555 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6393574297188755, + "FN": 382, + "FP": 67, + "IoU": 0.46989374262101535, + "TN": 700081, + "TP": 398, + "n_pred": 465, + "n_ref": 780 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "14": { + "Dice": 0.7692382979764614, + "FN": 2002, + "FP": 7429, + "IoU": 0.6250099403578528, + "TN": 675778, + "TP": 15719, + "n_pred": 23148, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9459642776396111, + "FN": 8495, + "FP": 2738, + "IoU": 0.8974688974688975, + "TN": 591371, + "TP": 98324, + "n_pred": 101062, + "n_ref": 106819 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9792898083467669, + "FN": 1687, + "FP": 2013, + "IoU": 0.9594200355348877, + "TN": 609750, + "TP": 87478, + "n_pred": 89491, + "n_ref": 89165 + }, + "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": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699600767675524, + "FN": 1883, + "FP": 1044, + "IoU": 0.9416723127814755, + "TN": 650746, + "TP": 47255, + "n_pred": 48299, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8399707610255299, + "FN": 5498, + "FP": 413, + "IoU": 0.7240944734876774, + "TN": 679504, + "TP": 15513, + "n_pred": 15926, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9666829985301323, + "FN": 46, + "FP": 226, + "IoU": 0.9355144618302513, + "TN": 696710, + "TP": 3946, + "n_pred": 4172, + "n_ref": 3992 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6044928522804629, + "FN": 991, + "FP": 171, + "IoU": 0.43317073170731707, + "TN": 698878, + "TP": 888, + "n_pred": 1059, + "n_ref": 1879 + }, + "10": { + "Dice": 0.792306888261733, + "FN": 3088, + "FP": 2873, + "IoU": 0.6560498528648088, + "TN": 683597, + "TP": 11370, + "n_pred": 14243, + "n_ref": 14458 + }, + "11": { + "Dice": 0.0, + "FN": 524, + "FP": 0, + "IoU": 0.0, + "TN": 700404, + "TP": 0, + "n_pred": 0, + "n_ref": 524 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8305100478024783, + "FN": 5294, + "FP": 2010, + "IoU": 0.7101472280646057, + "TN": 675729, + "TP": 17895, + "n_pred": 19905, + "n_ref": 23189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.2161963606223863, + "FN": 23338, + "FP": 59880, + "IoU": 0.12119964095253181, + "TN": 606233, + "TP": 11477, + "n_pred": 71357, + "n_ref": 34815 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642259966558128, + "FN": 894, + "FP": 2358, + "IoU": 0.9309231488168571, + "TN": 653850, + "TP": 43826, + "n_pred": 46184, + "n_ref": 44720 + }, + "4": { + "Dice": 0.9016431027894536, + "FN": 604, + "FP": 683, + "IoU": 0.8209017534094072, + "TN": 693742, + "TP": 5899, + "n_pred": 6582, + "n_ref": 6503 + }, + "5": { + "Dice": 0.6299107142857143, + "FN": 2403, + "FP": 913, + "IoU": 0.4597588791137178, + "TN": 694790, + "TP": 2822, + "n_pred": 3735, + "n_ref": 5225 + }, + "6": { + "Dice": 0.945264202079606, + "FN": 5197, + "FP": 983, + "IoU": 0.8962094620694289, + "TN": 641385, + "TP": 53363, + "n_pred": 54346, + "n_ref": 58560 + }, + "7": { + "Dice": 0.8513898788310763, + "FN": 1691, + "FP": 1645, + "IoU": 0.7412348743406764, + "TN": 688036, + "TP": 9556, + "n_pred": 11201, + "n_ref": 11247 + }, + "8": { + "Dice": 0.9478245721005183, + "FN": 1472, + "FP": 924, + "IoU": 0.9008237095906287, + "TN": 676769, + "TP": 21763, + "n_pred": 22687, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8888547657602323, + "FN": 961, + "FP": 7001, + "IoU": 0.7999447222292018, + "TN": 661129, + "TP": 31837, + "n_pred": 38838, + "n_ref": 32798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777649420224979, + "FN": 2791, + "FP": 4908, + "IoU": 0.9564971719488973, + "TN": 2451503, + "TP": 169278, + "n_pred": 174186, + "n_ref": 172069 + }, + "10": { + "Dice": 0.9019924957950576, + "FN": 1480, + "FP": 1550, + "IoU": 0.8214811759853886, + "TN": 2611507, + "TP": 13943, + "n_pred": 15493, + "n_ref": 15423 + }, + "11": { + "Dice": 0.8603311735061195, + "FN": 256, + "FP": 132, + "IoU": 0.7548957675300063, + "TN": 2626897, + "TP": 1195, + "n_pred": 1327, + "n_ref": 1451 + }, + "12": { + "Dice": 0.7897358490566038, + "FN": 2059, + "FP": 727, + "IoU": 0.6525318034422549, + "TN": 2620462, + "TP": 5232, + "n_pred": 5959, + "n_ref": 7291 + }, + "13": { + "Dice": 0.8896459820979583, + "FN": 7996, + "FP": 782, + "IoU": 0.8012273272797265, + "TN": 2584319, + "TP": 35383, + "n_pred": 36165, + "n_ref": 43379 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 934, + "IoU": 0.0, + "TN": 2627546, + "TP": 0, + "n_pred": 934, + "n_ref": 0 + }, + "2": { + "Dice": 0.980115956560764, + "FN": 1554, + "FP": 905, + "IoU": 0.9610072467215325, + "TN": 2565417, + "TP": 60604, + "n_pred": 61509, + "n_ref": 62158 + }, + "3": { + "Dice": 0.965156495640989, + "FN": 816, + "FP": 1622, + "IoU": 0.9326593746547343, + "TN": 2592276, + "TP": 33766, + "n_pred": 35388, + "n_ref": 34582 + }, + "4": { + "Dice": 0.8432023257727435, + "FN": 5369, + "FP": 348, + "IoU": 0.7289108065816302, + "TN": 2607391, + "TP": 15372, + "n_pred": 15720, + "n_ref": 20741 + }, + "5": { + "Dice": 0.6718256949661908, + "FN": 3754, + "FP": 614, + "IoU": 0.5058264509559905, + "TN": 2619641, + "TP": 4471, + "n_pred": 5085, + "n_ref": 8225 + }, + "6": { + "Dice": 0.9700391337809651, + "FN": 17327, + "FP": 4707, + "IoU": 0.9418213503023262, + "TN": 2249750, + "TP": 356696, + "n_pred": 361403, + "n_ref": 374023 + }, + "7": { + "Dice": 0.8189558609278795, + "FN": 1808, + "FP": 47650, + "IoU": 0.6934168113067196, + "TN": 2467160, + "TP": 111862, + "n_pred": 159512, + "n_ref": 113670 + }, + "8": { + "Dice": 0.9536410418097673, + "FN": 2447, + "FP": 1670, + "IoU": 0.9113899530799363, + "TN": 2582018, + "TP": 42345, + "n_pred": 44015, + "n_ref": 44792 + }, + "9": { + "Dice": 0.9532143625026875, + "FN": 257, + "FP": 1919, + "IoU": 0.9106108532226923, + "TN": 2604137, + "TP": 22167, + "n_pred": 24086, + "n_ref": 22424 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9238945503657061, + "FN": 459, + "FP": 8219, + "IoU": 0.8585539183726691, + "TN": 990040, + "TP": 52674, + "n_pred": 60893, + "n_ref": 53133 + }, + "10": { + "Dice": 0.8467190096853688, + "FN": 4226, + "FP": 9147, + "IoU": 0.734182750601284, + "TN": 1001083, + "TP": 36936, + "n_pred": 46083, + "n_ref": 41162 + }, + "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": 0.5632218299323799, + "FN": 13103, + "FP": 8794, + "IoU": 0.3920033319450229, + "TN": 1015377, + "TP": 14118, + "n_pred": 22912, + "n_ref": 27221 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29094, + "IoU": 0.0, + "TN": 1022298, + "TP": 0, + "n_pred": 29094, + "n_ref": 0 + }, + "15": { + "Dice": 0.863657405127498, + "FN": 2421, + "FP": 11422, + "IoU": 0.7600325896649158, + "TN": 993705, + "TP": 43844, + "n_pred": 55266, + "n_ref": 46265 + }, + "2": { + "Dice": 0.9476955333408215, + "FN": 4698, + "FP": 2287, + "IoU": 0.9005906212196684, + "TN": 981127, + "TP": 63280, + "n_pred": 65567, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 1051157, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 1051326, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 632, + "FP": 0, + "IoU": 0.0, + "TN": 1050760, + "TP": 0, + "n_pred": 0, + "n_ref": 632 + }, + "6": { + "Dice": 0.9279685892296913, + "FN": 9027, + "FP": 2384, + "IoU": 0.8656169771769084, + "TN": 966478, + "TP": 73503, + "n_pred": 75887, + "n_ref": 82530 + }, + "7": { + "Dice": 0.8232403019132877, + "FN": 13019, + "FP": 9135, + "IoU": 0.6995823389021479, + "TN": 977648, + "TP": 51590, + "n_pred": 60725, + "n_ref": 64609 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8805687203791469, + "FN": 511, + "FP": 749, + "IoU": 0.7866215071972904, + "TN": 1045487, + "TP": 4645, + "n_pred": 5394, + "n_ref": 5156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8027853767719473, + "FN": 159, + "FP": 1427, + "IoU": 0.6705442459493145, + "TN": 345650, + "TP": 3228, + "n_pred": 4655, + "n_ref": 3387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7883594579404234, + "FN": 3419, + "FP": 10137, + "IoU": 0.6506545716936398, + "TN": 311660, + "TP": 25248, + "n_pred": 35385, + "n_ref": 28667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9234878240377062, + "FN": 889, + "FP": 85, + "IoU": 0.857851722124927, + "TN": 343612, + "TP": 5878, + "n_pred": 5963, + "n_ref": 6767 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9161354581673307, + "FN": 1484, + "FP": 200, + "IoU": 0.8452490351038412, + "TN": 339582, + "TP": 9198, + "n_pred": 9398, + "n_ref": 10682 + }, + "7": { + "Dice": 0.7351203998182644, + "FN": 1089, + "FP": 77, + "IoU": 0.5811781609195402, + "TN": 347680, + "TP": 1618, + "n_pred": 1695, + "n_ref": 2707 + }, + "8": { + "Dice": 0.8966521106259098, + "FN": 45, + "FP": 26, + "IoU": 0.8126649076517151, + "TN": 350085, + "TP": 308, + "n_pred": 334, + "n_ref": 353 + }, + "9": { + "Dice": 0.9060399951126136, + "FN": 1080, + "FP": 1227, + "IoU": 0.8282204020848846, + "TN": 337034, + "TP": 11123, + "n_pred": 12350, + "n_ref": 12203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830008538383916, + "FN": 2341, + "FP": 1163, + "IoU": 0.9665699893146085, + "TN": 946576, + "TP": 101312, + "n_pred": 102475, + "n_ref": 103653 + }, + "10": { + "Dice": 0.8659788785639375, + "FN": 2934, + "FP": 2561, + "IoU": 0.7636355815554026, + "TN": 1028144, + "TP": 17753, + "n_pred": 20314, + "n_ref": 20687 + }, + "11": { + "Dice": 0.49836065573770494, + "FN": 98, + "FP": 55, + "IoU": 0.3318777292576419, + "TN": 1051163, + "TP": 76, + "n_pred": 131, + "n_ref": 174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7947535312770251, + "FN": 4119, + "FP": 5849, + "IoU": 0.6594116240133939, + "TN": 1022125, + "TP": 19299, + "n_pred": 25148, + "n_ref": 23418 + }, + "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": 0.9637284438541363, + "FN": 4424, + "FP": 2294, + "IoU": 0.9299960402642603, + "TN": 955426, + "TP": 89248, + "n_pred": 91542, + "n_ref": 93672 + }, + "3": { + "Dice": 0.9369988545246277, + "FN": 30, + "FP": 25, + "IoU": 0.8814655172413793, + "TN": 1050928, + "TP": 409, + "n_pred": 434, + "n_ref": 439 + }, + "4": { + "Dice": 0.8252397680722525, + "FN": 1017, + "FP": 13360, + "IoU": 0.7024750631182484, + "TN": 1003070, + "TP": 33945, + "n_pred": 47305, + "n_ref": 34962 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9172097851969646, + "FN": 18599, + "FP": 1497, + "IoU": 0.8470798615074383, + "TN": 919977, + "TP": 111319, + "n_pred": 112816, + "n_ref": 129918 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "8": { + "Dice": 0.957084814626714, + "FN": 179, + "FP": 159, + "IoU": 0.9177014852690528, + "TN": 1047285, + "TP": 3769, + "n_pred": 3928, + "n_ref": 3948 + }, + "9": { + "Dice": 0.903228675620386, + "FN": 5864, + "FP": 664, + "IoU": 0.8235341821425675, + "TN": 1014399, + "TP": 30465, + "n_pred": 31129, + "n_ref": 36329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42670299727520433, + "FN": 3837, + "FP": 371, + "IoU": 0.27121579494284725, + "TN": 1396082, + "TP": 1566, + "n_pred": 1937, + "n_ref": 5403 + }, + "10": { + "Dice": 0.1785063752276867, + "FN": 5672, + "FP": 1995, + "IoU": 0.098, + "TN": 1393356, + "TP": 833, + "n_pred": 2828, + "n_ref": 6505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10551558752997602, + "FN": 11, + "FP": 362, + "IoU": 0.05569620253164557, + "TN": 1401461, + "TP": 22, + "n_pred": 384, + "n_ref": 33 + }, + "13": { + "Dice": 0.3060856498873028, + "FN": 5129, + "FP": 4107, + "IoU": 0.1806972411957775, + "TN": 1390583, + "TP": 2037, + "n_pred": 6144, + "n_ref": 7166 + }, + "14": { + "Dice": 0.2693362305344301, + "FN": 56492, + "FP": 0, + "IoU": 0.1556259715413129, + "TN": 1334952, + "TP": 10412, + "n_pred": 10412, + "n_ref": 66904 + }, + "15": { + "Dice": 0.5747225205871822, + "FN": 3704, + "FP": 14113, + "IoU": 0.4032355305466238, + "TN": 1372000, + "TP": 12039, + "n_pred": 26152, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3424, + "IoU": 0.0, + "TN": 1398432, + "TP": 0, + "n_pred": 3424, + "n_ref": 0 + }, + "3": { + "Dice": 0.8733821826056303, + "FN": 10009, + "FP": 10105, + "IoU": 0.7752248980276024, + "TN": 1312371, + "TP": 69371, + "n_pred": 79476, + "n_ref": 79380 + }, + "4": { + "Dice": 0.6269098581005207, + "FN": 2118, + "FP": 19810, + "IoU": 0.4565686104433595, + "TN": 1361505, + "TP": 18423, + "n_pred": 38233, + "n_ref": 20541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6962466862006418, + "FN": 1010, + "FP": 14229, + "IoU": 0.5340325342465754, + "TN": 1369152, + "TP": 17465, + "n_pred": 31694, + "n_ref": 18475 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6327, + "IoU": 0.0, + "TN": 1395529, + "TP": 0, + "n_pred": 6327, + "n_ref": 0 + }, + "8": { + "Dice": 0.9825387184937747, + "FN": 1677, + "FP": 163, + "IoU": 0.9656767646619907, + "TN": 1348248, + "TP": 51768, + "n_pred": 51931, + "n_ref": 53445 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165687426556992, + "FN": 100, + "FP": 184, + "IoU": 0.8459869848156182, + "TN": 874316, + "TP": 1560, + "n_pred": 1744, + "n_ref": 1660 + }, + "10": { + "Dice": 0.6304892103485276, + "FN": 13379, + "FP": 5217, + "IoU": 0.4603754969385682, + "TN": 841699, + "TP": 15865, + "n_pred": 21082, + "n_ref": 29244 + }, + "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": 0.5359524675639626, + "FN": 7503, + "FP": 151, + "IoU": 0.3660758654961073, + "TN": 864086, + "TP": 4420, + "n_pred": 4571, + "n_ref": 11923 + }, + "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": 0.17105796513984597, + "FN": 886, + "FP": 3204, + "IoU": 0.09352836879432624, + "TN": 871648, + "TP": 422, + "n_pred": 3626, + "n_ref": 1308 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8764861759257088, + "FN": 2770, + "FP": 13031, + "IoU": 0.7801294093091212, + "TN": 804295, + "TP": 56064, + "n_pred": 69095, + "n_ref": 58834 + }, + "7": { + "Dice": 0.7693739122378618, + "FN": 167055, + "FP": 7198, + "IoU": 0.6251890154847508, + "TN": 411251, + "TP": 290656, + "n_pred": 297854, + "n_ref": 457711 + }, + "8": { + "Dice": 0.9393985651045642, + "FN": 911, + "FP": 280, + "IoU": 0.8857225100748417, + "TN": 865738, + "TP": 9231, + "n_pred": 9511, + "n_ref": 10142 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.9047619047619048, + "FN": 5, + "FP": 3, + "IoU": 0.8260869565217391, + "TN": 876114, + "TP": 38, + "n_pred": 41, + "n_ref": 43 + }, + "3": { + "Dice": 0.9511320561417888, + "FN": 288, + "FP": 189, + "IoU": 0.9068177378394218, + "TN": 871041, + "TP": 4642, + "n_pred": 4831, + "n_ref": 4930 + }, + "4": { + "Dice": 0.9074344023323615, + "FN": 7, + "FP": 501, + "IoU": 0.8305537024683122, + "TN": 873162, + "TP": 2490, + "n_pred": 2991, + "n_ref": 2497 + }, + "5": { + "Dice": 0.6261233343662844, + "FN": 9102, + "FP": 550, + "IoU": 0.45573474681402953, + "TN": 858426, + "TP": 8082, + "n_pred": 8632, + "n_ref": 17184 + }, + "6": { + "Dice": 0.9854969429830798, + "FN": 2092, + "FP": 1172, + "IoU": 0.9714085494043447, + "TN": 762000, + "TP": 110896, + "n_pred": 112068, + "n_ref": 112988 + }, + "7": { + "Dice": 0.8605385329619313, + "FN": 27, + "FP": 724, + "IoU": 0.7552151238591917, + "TN": 873092, + "TP": 2317, + "n_pred": 3041, + "n_ref": 2344 + }, + "8": { + "Dice": 0.969373474369406, + "FN": 2123, + "FP": 700, + "IoU": 0.9405671698351544, + "TN": 828661, + "TP": 44676, + "n_pred": 45376, + "n_ref": 46799 + }, + "9": { + "Dice": 0.751269035532995, + "FN": 86, + "FP": 61, + "IoU": 0.6016260162601627, + "TN": 875791, + "TP": 222, + "n_pred": 283, + "n_ref": 308 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.8682088565763384, + "FN": 161, + "FP": 836, + "IoU": 0.7671104882036908, + "TN": 696647, + "TP": 3284, + "n_pred": 4120, + "n_ref": 3445 + }, + "14": { + "Dice": 0.2166739036039948, + "FN": 323, + "FP": 3285, + "IoU": 0.12149987825663501, + "TN": 696821, + "TP": 499, + "n_pred": 3784, + "n_ref": 822 + }, + "15": { + "Dice": 0.6896506650109474, + "FN": 75316, + "FP": 660, + "IoU": 0.5263105391790114, + "TN": 540536, + "TP": 84416, + "n_pred": 85076, + "n_ref": 159732 + }, + "2": { + "Dice": 0.962270198925238, + "FN": 1369, + "FP": 2633, + "IoU": 0.9272839595900865, + "TN": 645892, + "TP": 51034, + "n_pred": 53667, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3681, + "IoU": 0.0, + "TN": 697247, + "TP": 0, + "n_pred": 3681, + "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": 0.9758107389686337, + "FN": 678, + "FP": 2416, + "IoU": 0.9527640799377108, + "TN": 635427, + "TP": 62407, + "n_pred": 64823, + "n_ref": 63085 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9424796476711598, + "FN": 447, + "FP": 415, + "IoU": 0.8912165572942958, + "TN": 868236, + "TP": 7062, + "n_pred": 7477, + "n_ref": 7509 + }, + "11": { + "Dice": 0.8677171884719055, + "FN": 653, + "FP": 623, + "IoU": 0.7663431605932979, + "TN": 870699, + "TP": 4185, + "n_pred": 4808, + "n_ref": 4838 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8215085884988798, + "FN": 109, + "FP": 130, + "IoU": 0.697084917617237, + "TN": 875371, + "TP": 550, + "n_pred": 680, + "n_ref": 659 + }, + "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": 0.9722186725279219, + "FN": 769, + "FP": 2492, + "IoU": 0.9459392251454717, + "TN": 815839, + "TP": 57060, + "n_pred": 59552, + "n_ref": 57829 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.800383877159309, + "FN": 46, + "FP": 162, + "IoU": 0.6672, + "TN": 875535, + "TP": 417, + "n_pred": 579, + "n_ref": 463 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9801560367540268, + "FN": 4319, + "FP": 3838, + "IoU": 0.9610843149322303, + "TN": 666553, + "TP": 201450, + "n_pred": 205288, + "n_ref": 205769 + }, + "7": { + "Dice": 0.8997653369091518, + "FN": 140, + "FP": 159, + "IoU": 0.817794028031688, + "TN": 874519, + "TP": 1342, + "n_pred": 1501, + "n_ref": 1482 + }, + "8": { + "Dice": 0.9680618122480859, + "FN": 3707, + "FP": 873, + "IoU": 0.938100579800246, + "TN": 802169, + "TP": 69411, + "n_pred": 70284, + "n_ref": 73118 + }, + "9": { + "Dice": 0.8544721662380985, + "FN": 570, + "FP": 3618, + "IoU": 0.7459200388278833, + "TN": 859677, + "TP": 12295, + "n_pred": 15913, + "n_ref": 12865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9411004642440597, + "FN": 16346, + "FP": 4258, + "IoU": 0.8887533070568544, + "TN": 2618502, + "TP": 164606, + "n_pred": 168864, + "n_ref": 180952 + }, + "15": { + "Dice": 0.9144405434284842, + "FN": 618, + "FP": 1624, + "IoU": 0.8423679955002461, + "TN": 2789489, + "TP": 11981, + "n_pred": 13605, + "n_ref": 12599 + }, + "2": { + "Dice": 0.9681190441887748, + "FN": 3735, + "FP": 2461, + "IoU": 0.938208074038615, + "TN": 2703440, + "TP": 94076, + "n_pred": 96537, + "n_ref": 97811 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 2803200, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "4": { + "Dice": 0.05053449951409135, + "FN": 1771, + "FP": 1160, + "IoU": 0.0259222333000997, + "TN": 2800703, + "TP": 78, + "n_pred": 1238, + "n_ref": 1849 + }, + "5": { + "Dice": 0.8285721794433786, + "FN": 5167, + "FP": 1356, + "IoU": 0.7073181675416161, + "TN": 2781425, + "TP": 15764, + "n_pred": 17120, + "n_ref": 20931 + }, + "6": { + "Dice": 0.940804535782584, + "FN": 11399, + "FP": 6183, + "IoU": 0.8882256085544091, + "TN": 2646413, + "TP": 139717, + "n_pred": 145900, + "n_ref": 151116 + }, + "7": { + "Dice": 0.9670995462835436, + "FN": 7782, + "FP": 11376, + "IoU": 0.9362950154623749, + "TN": 2502982, + "TP": 281572, + "n_pred": 292948, + "n_ref": 289354 + }, + "8": { + "Dice": 0.9771925699506231, + "FN": 583, + "FP": 193, + "IoU": 0.9554022988505747, + "TN": 2786312, + "TP": 16624, + "n_pred": 16817, + "n_ref": 17207 + }, + "9": { + "Dice": 0.8580514599595259, + "FN": 289, + "FP": 202, + "IoU": 0.7513924050632912, + "TN": 2801737, + "TP": 1484, + "n_pred": 1686, + "n_ref": 1773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 0.9255984143924378, + "FN": 839, + "FP": 137, + "IoU": 0.8615013480913865, + "TN": 518649, + "TP": 6071, + "n_pred": 6208, + "n_ref": 6910 + }, + "6": { + "Dice": 0.8287730443698358, + "FN": 7459, + "FP": 9575, + "IoU": 0.7076109718836898, + "TN": 467438, + "TP": 41224, + "n_pred": 50799, + "n_ref": 48683 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4617699210144538, + "FN": 2830, + "FP": 27221, + "IoU": 0.30019561268688, + "TN": 482754, + "TP": 12891, + "n_pred": 40112, + "n_ref": 15721 + }, + "9": { + "Dice": 0.7890801743640677, + "FN": 14653, + "FP": 637, + "IoU": 0.6516370098653482, + "TN": 481805, + "TP": 28601, + "n_pred": 29238, + "n_ref": 43254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8700140778977006, + "FN": 189, + "FP": 88, + "IoU": 0.7699335548172758, + "TN": 1050188, + "TP": 927, + "n_pred": 1015, + "n_ref": 1116 + }, + "10": { + "Dice": 0.8976459676707005, + "FN": 5300, + "FP": 3970, + "IoU": 0.8142991646467277, + "TN": 1001473, + "TP": 40649, + "n_pred": 44619, + "n_ref": 45949 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43795620437956206, + "FN": 38, + "FP": 501, + "IoU": 0.2803738317757009, + "TN": 1050643, + "TP": 210, + "n_pred": 711, + "n_ref": 248 + }, + "13": { + "Dice": 0.15484250809537828, + "FN": 3698, + "FP": 2044, + "IoU": 0.08391831525207402, + "TN": 1045124, + "TP": 526, + "n_pred": 2570, + "n_ref": 4224 + }, + "14": { + "Dice": 0.6383733721301587, + "FN": 2445, + "FP": 7746, + "IoU": 0.4688314395913687, + "TN": 1032206, + "TP": 8995, + "n_pred": 16741, + "n_ref": 11440 + }, + "15": { + "Dice": 0.805684165890074, + "FN": 34351, + "FP": 5058, + "IoU": 0.6745989150269592, + "TN": 930283, + "TP": 81700, + "n_pred": 86758, + "n_ref": 116051 + }, + "2": { + "Dice": 0.9607229342625953, + "FN": 1209, + "FP": 121, + "IoU": 0.9244146396908388, + "TN": 1033796, + "TP": 16266, + "n_pred": 16387, + "n_ref": 17475 + }, + "3": { + "Dice": 0.9507906998094976, + "FN": 3309, + "FP": 5267, + "IoU": 0.9061973618008007, + "TN": 959966, + "TP": 82850, + "n_pred": 88117, + "n_ref": 86159 + }, + "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": 0.9720364613962866, + "FN": 3999, + "FP": 9315, + "IoU": 0.9455942987205629, + "TN": 806675, + "TP": 231403, + "n_pred": 240718, + "n_ref": 235402 + }, + "7": { + "Dice": 0.9750176398432496, + "FN": 10663, + "FP": 844, + "IoU": 0.9512530924865287, + "TN": 815336, + "TP": 224549, + "n_pred": 225393, + "n_ref": 235212 + }, + "8": { + "Dice": 0.9422169811320755, + "FN": 604, + "FP": 376, + "IoU": 0.8907469342251951, + "TN": 1042422, + "TP": 7990, + "n_pred": 8366, + "n_ref": 8594 + }, + "9": { + "Dice": 0.8224489795918367, + "FN": 153, + "FP": 21, + "IoU": 0.6984402079722704, + "TN": 1050815, + "TP": 403, + "n_pred": 424, + "n_ref": 556 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572139303482587, + "FN": 71, + "FP": 58, + "IoU": 0.9179389312977099, + "TN": 699356, + "TP": 1443, + "n_pred": 1501, + "n_ref": 1514 + }, + "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": 0.8782655826558265, + "FN": 281, + "FP": 842, + "IoU": 0.7829532276768457, + "TN": 695754, + "TP": 4051, + "n_pred": 4893, + "n_ref": 4332 + }, + "15": { + "Dice": 0.5448246348836362, + "FN": 99679, + "FP": 303, + "IoU": 0.37440479542482435, + "TN": 541109, + "TP": 59837, + "n_pred": 60140, + "n_ref": 159516 + }, + "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": 373, + "IoU": 0.0, + "TN": 700555, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "4": { + "Dice": 0.39166753408972627, + "FN": 45924, + "FP": 830, + "IoU": 0.243523986732465, + "TN": 639123, + "TP": 15051, + "n_pred": 15881, + "n_ref": 60975 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9406661069129583, + "FN": 1185, + "FP": 2631, + "IoU": 0.8879788639365918, + "TN": 666863, + "TP": 30249, + "n_pred": 32880, + "n_ref": 31434 + }, + "7": { + "Dice": 0.0028060168361010167, + "FN": 18, + "FP": 43338, + "IoU": 0.0014049796162793377, + "TN": 657511, + "TP": 61, + "n_pred": 43399, + "n_ref": 79 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 700855, + "TP": 0, + "n_pred": 73, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715614212244322, + "FN": 3743, + "FP": 2312, + "IoU": 0.9446956204046216, + "TN": 1467603, + "TP": 103430, + "n_pred": 105742, + "n_ref": 107173 + }, + "10": { + "Dice": 0.5581230003554923, + "FN": 1114, + "FP": 129, + "IoU": 0.3870808678500986, + "TN": 1575060, + "TP": 785, + "n_pred": 914, + "n_ref": 1899 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5838997451146983, + "FN": 3726, + "FP": 192, + "IoU": 0.41232938353082343, + "TN": 1570421, + "TP": 2749, + "n_pred": 2941, + "n_ref": 6475 + }, + "13": { + "Dice": 0.5767914932963477, + "FN": 1365, + "FP": 3212, + "IoU": 0.4052754677754678, + "TN": 1569392, + "TP": 3119, + "n_pred": 6331, + "n_ref": 4484 + }, + "14": { + "Dice": 0.8244632015400563, + "FN": 9113, + "FP": 8668, + "IoU": 0.7013503980651012, + "TN": 1517550, + "TP": 41757, + "n_pred": 50425, + "n_ref": 50870 + }, + "15": { + "Dice": 0.6123128119800333, + "FN": 4296, + "FP": 10383, + "IoU": 0.4412470023980815, + "TN": 1550817, + "TP": 11592, + "n_pred": 21975, + "n_ref": 15888 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9594678492239468, + "FN": 2743, + "FP": 1370, + "IoU": 0.9220934197067848, + "TN": 1524294, + "TP": 48681, + "n_pred": 50051, + "n_ref": 51424 + }, + "4": { + "Dice": 0.8897759827173249, + "FN": 3332, + "FP": 1362, + "IoU": 0.8014382402707276, + "TN": 1553448, + "TP": 18946, + "n_pred": 20308, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7487400446186034, + "FN": 346081, + "FP": 1707, + "IoU": 0.598388881062193, + "TN": 711106, + "TP": 518194, + "n_pred": 519901, + "n_ref": 864275 + }, + "7": { + "Dice": 0.6130135156792563, + "FN": 19085, + "FP": 24379, + "IoU": 0.4419751184377768, + "TN": 1499199, + "TP": 34425, + "n_pred": 58804, + "n_ref": 53510 + }, + "8": { + "Dice": 0.9725368273003183, + "FN": 246, + "FP": 125, + "IoU": 0.9465417867435159, + "TN": 1570148, + "TP": 6569, + "n_pred": 6694, + "n_ref": 6815 + }, + "9": { + "Dice": 0.8729529846804015, + "FN": 378, + "FP": 584, + "IoU": 0.7745488633700492, + "TN": 1572821, + "TP": 3305, + "n_pred": 3889, + "n_ref": 3683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729854081766793, + "FN": 844, + "FP": 1622, + "IoU": 0.947392, + "TN": 478821, + "TP": 44409, + "n_pred": 46031, + "n_ref": 45253 + }, + "10": { + "Dice": 0.031413612565445025, + "FN": 370, + "FP": 0, + "IoU": 0.015957446808510637, + "TN": 525320, + "TP": 6, + "n_pred": 6, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9322695998017302, + "FN": 3433, + "FP": 2306, + "IoU": 0.8731320187461314, + "TN": 480460, + "TP": 39497, + "n_pred": 41803, + "n_ref": 42930 + }, + "15": { + "Dice": 0.3739288127155709, + "FN": 147, + "FP": 17460, + "IoU": 0.22995845178219987, + "TN": 502831, + "TP": 5258, + "n_pred": 22718, + "n_ref": 5405 + }, + "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": 0.6184551581130119, + "FN": 1439, + "FP": 33, + "IoU": 0.4476547842401501, + "TN": 523031, + "TP": 1193, + "n_pred": 1226, + "n_ref": 2632 + }, + "7": { + "Dice": 0.736822840409956, + "FN": 197, + "FP": 1241, + "IoU": 0.5833091857432628, + "TN": 522245, + "TP": 2013, + "n_pred": 3254, + "n_ref": 2210 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9093799682034976, + "FN": 449, + "FP": 121, + "IoU": 0.8338192419825073, + "TN": 347034, + "TP": 2860, + "n_pred": 2981, + "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": 0.984841338668533, + "FN": 1973, + "FP": 1016, + "IoU": 0.9701353849228156, + "TN": 250379, + "TP": 97096, + "n_pred": 98112, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9771239888293763, + "FN": 937, + "FP": 1758, + "IoU": 0.9552711943172011, + "TN": 290212, + "TP": 57557, + "n_pred": 59315, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8906833376747417, + "FN": 658, + "FP": 601, + "IoU": 0.8029117094552286, + "TN": 344076, + "TP": 5129, + "n_pred": 5730, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "10": { + "Dice": 0.8724651765468092, + "FN": 1764, + "FP": 6110, + "IoU": 0.7737811359783952, + "TN": 1542281, + "TP": 26933, + "n_pred": 33043, + "n_ref": 28697 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5549738219895288, + "FN": 1105, + "FP": 510, + "IoU": 0.38405797101449274, + "TN": 1574466, + "TP": 1007, + "n_pred": 1517, + "n_ref": 2112 + }, + "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": 0.0, + "FN": 0, + "FP": 49244, + "IoU": 0.0, + "TN": 1527844, + "TP": 0, + "n_pred": 49244, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.851006711409396, + "FN": 70, + "FP": 263, + "IoU": 0.7406542056074766, + "TN": 1575804, + "TP": 951, + "n_pred": 1214, + "n_ref": 1021 + }, + "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": 0.7661493106737189, + "FN": 818, + "FP": 1879, + "IoU": 0.620941672522839, + "TN": 1569973, + "TP": 4418, + "n_pred": 6297, + "n_ref": 5236 + }, + "7": { + "Dice": 0.9881053509767143, + "FN": 3959, + "FP": 2300, + "IoU": 0.9764903410947636, + "TN": 1310857, + "TP": 259972, + "n_pred": 262272, + "n_ref": 263931 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6301369863013698, + "FN": 27, + "FP": 0, + "IoU": 0.46, + "TN": 1577038, + "TP": 23, + "n_pred": 23, + "n_ref": 50 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6692114461751294, + "FN": 1948.3377777777778, + "FP": 3831.762222222222, + "IoU": 0.5849741642264422, + "TN": 733446.8377777779, + "TP": 14270.662222222221, + "n_pred": 18102.42444444444, + "n_ref": 16219.0 + }, + "mean": { + "1": { + "Dice": 0.6914812713494541, + "FN": 878.2333333333333, + "FP": 300.1, + "IoU": 0.630960989390592, + "TN": 743949.6666666666, + "TP": 8369.6, + "n_pred": 8669.7, + "n_ref": 9247.833333333334 + }, + "10": { + "Dice": 0.7014433582173433, + "FN": 2480.766666666667, + "FP": 2325.9666666666667, + "IoU": 0.6042554081386807, + "TN": 738794.0, + "TP": 9896.866666666667, + "n_pred": 12222.833333333334, + "n_ref": 12377.633333333333 + }, + "11": { + "Dice": 0.49702983368836956, + "FN": 139.7, + "FP": 92.43333333333334, + "IoU": 0.3960097868592602, + "TN": 752921.0, + "TP": 344.46666666666664, + "n_pred": 436.9, + "n_ref": 484.1666666666667 + }, + "12": { + "Dice": 0.5023790531072483, + "FN": 320.43333333333334, + "FP": 79.13333333333334, + "IoU": 0.37408006330115723, + "TN": 752603.1666666666, + "TP": 494.8666666666667, + "n_pred": 574.0, + "n_ref": 815.3 + }, + "13": { + "Dice": 0.6180090336121611, + "FN": 2963.8333333333335, + "FP": 3085.9666666666667, + "IoU": 0.5178017197649306, + "TN": 737638.7666666667, + "TP": 9809.033333333333, + "n_pred": 12895.0, + "n_ref": 12772.866666666667 + }, + "14": { + "Dice": 0.65021129539889, + "FN": 2965.3, + "FP": 5840.566666666667, + "IoU": 0.5829876810544629, + "TN": 725028.4333333333, + "TP": 19663.3, + "n_pred": 25503.866666666665, + "n_ref": 22628.6 + }, + "15": { + "Dice": 0.7014422903715801, + "FN": 496.8, + "FP": 3452.9333333333334, + "IoU": 0.5725596001872093, + "TN": 744735.4333333333, + "TP": 4812.433333333333, + "n_pred": 8265.366666666667, + "n_ref": 5309.233333333334 + }, + "2": { + "Dice": 0.6217552562040047, + "FN": 2278.766666666667, + "FP": 1008.9, + "IoU": 0.5632136517236861, + "TN": 739318.4666666667, + "TP": 10891.466666666667, + "n_pred": 11900.366666666667, + "n_ref": 13170.233333333334 + }, + "3": { + "Dice": 0.696599912252102, + "FN": 1202.2333333333333, + "FP": 2527.3, + "IoU": 0.650409797971918, + "TN": 731505.5666666667, + "TP": 18262.5, + "n_pred": 20789.8, + "n_ref": 19464.733333333334 + }, + "4": { + "Dice": 0.6124957318325415, + "FN": 1308.3, + "FP": 1014.9666666666667, + "IoU": 0.5278936150693906, + "TN": 744686.1, + "TP": 6488.233333333334, + "n_pred": 7503.2, + "n_ref": 7796.533333333334 + }, + "5": { + "Dice": 0.5816984142926085, + "FN": 544.4, + "FP": 89.23333333333333, + "IoU": 0.4659060085028314, + "TN": 752068.8333333334, + "TP": 795.1333333333333, + "n_pred": 884.3666666666667, + "n_ref": 1339.5333333333333 + }, + "6": { + "Dice": 0.8478685558279863, + "FN": 1899.6666666666667, + "FP": 27225.566666666666, + "IoU": 0.7942834712001645, + "TN": 656741.2333333333, + "TP": 67631.13333333333, + "n_pred": 94856.7, + "n_ref": 69530.8 + }, + "7": { + "Dice": 0.595356236510631, + "FN": 9731.5, + "FP": 9037.333333333334, + "IoU": 0.5251701813241881, + "TN": 698628.5, + "TP": 36100.26666666667, + "n_pred": 45137.6, + "n_ref": 45831.76666666667 + }, + "8": { + "Dice": 0.9139089803706213, + "FN": 1043.1333333333334, + "FP": 714.9666666666667, + "IoU": 0.8503125203564432, + "TN": 738987.4, + "TP": 12752.1, + "n_pred": 13467.066666666668, + "n_ref": 13795.233333333334 + }, + "9": { + "Dice": 0.806492469591401, + "FN": 972.0, + "FP": 681.0666666666667, + "IoU": 0.7187679685517177, + "TN": 744096.0, + "TP": 7748.533333333334, + "n_pred": 8429.6, + "n_ref": 8720.533333333333 + } + }, + "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": 0.7661252659436459, + "FN": 3471, + "FP": 1036, + "IoU": 0.6209100849524771, + "TN": 163343, + "TP": 7382, + "n_pred": 8418, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7546023913456064, + "FN": 2164, + "FP": 422, + "IoU": 0.605912831453825, + "TN": 168670, + "TP": 3976, + "n_pred": 4398, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9597091003538846, + "FN": 768, + "FP": 473, + "IoU": 0.9225391673428625, + "TN": 159211, + "TP": 14780, + "n_pred": 15253, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8721771700789119, + "FN": 6505, + "FP": 525, + "IoU": 0.7733281743728638, + "TN": 144218, + "TP": 23984, + "n_pred": 24509, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9542558333699521, + "FN": 244, + "FP": 797, + "IoU": 0.9125136566097991, + "TN": 163333, + "TP": 10858, + "n_pred": 11655, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8656278643446379, + "FN": 227, + "FP": 506, + "IoU": 0.7630898513251454, + "TN": 873066, + "TP": 2361, + "n_pred": 2867, + "n_ref": 2588 + }, + "10": { + "Dice": 0.7599616118056162, + "FN": 15416, + "FP": 3843, + "IoU": 0.6128532947372654, + "TN": 826414, + "TP": 30487, + "n_pred": 34330, + "n_ref": 45903 + }, + "11": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "12": { + "Dice": 0.8188857094765191, + "FN": 1226, + "FP": 926, + "IoU": 0.6933162320079806, + "TN": 869143, + "TP": 4865, + "n_pred": 5791, + "n_ref": 6091 + }, + "13": { + "Dice": 0.713232650125854, + "FN": 4270, + "FP": 2110, + "IoU": 0.5542825206091938, + "TN": 861846, + "TP": 7934, + "n_pred": 10044, + "n_ref": 12204 + }, + "14": { + "Dice": 0.9689076877411695, + "FN": 2983, + "FP": 5397, + "IoU": 0.9396905361640878, + "TN": 737210, + "TP": 130570, + "n_pred": 135967, + "n_ref": 133553 + }, + "15": { + "Dice": 0.5145964968407583, + "FN": 5727, + "FP": 342, + "IoU": 0.3464354942924833, + "TN": 866874, + "TP": 3217, + "n_pred": 3559, + "n_ref": 8944 + }, + "2": { + "Dice": 0.9289277255436733, + "FN": 4075, + "FP": 11769, + "IoU": 0.8672876216641817, + "TN": 756774, + "TP": 103542, + "n_pred": 115311, + "n_ref": 107617 + }, + "3": { + "Dice": 0.9477711176121602, + "FN": 1650, + "FP": 903, + "IoU": 0.9007271454679784, + "TN": 850443, + "TP": 23164, + "n_pred": 24067, + "n_ref": 24814 + }, + "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": 0.9310653536257834, + "FN": 489, + "FP": 358, + "IoU": 0.8710217755443886, + "TN": 869593, + "TP": 5720, + "n_pred": 6078, + "n_ref": 6209 + }, + "7": { + "Dice": 0.9362901868372328, + "FN": 5361, + "FP": 695, + "IoU": 0.8802120420919377, + "TN": 825604, + "TP": 44500, + "n_pred": 45195, + "n_ref": 49861 + }, + "8": { + "Dice": 0.9039636311976132, + "FN": 276, + "FP": 1076, + "IoU": 0.8247569669475049, + "TN": 868445, + "TP": 6363, + "n_pred": 7439, + "n_ref": 6639 + }, + "9": { + "Dice": 0.8781384822123205, + "FN": 2258, + "FP": 1188, + "IoU": 0.7827512293531711, + "TN": 860298, + "TP": 12416, + "n_pred": 13604, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23529411764705882, + "FN": 0, + "FP": 65, + "IoU": 0.13333333333333333, + "TN": 175157, + "TP": 10, + "n_pred": 75, + "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": 0.8123701454371104, + "FN": 1868, + "FP": 480, + "IoU": 0.684026375992464, + "TN": 167801, + "TP": 5083, + "n_pred": 5563, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9711452571194428, + "FN": 2674, + "FP": 847, + "IoU": 0.9439090054641327, + "TN": 112459, + "TP": 59252, + "n_pred": 60099, + "n_ref": 61926 + }, + "7": { + "Dice": 0.8142346509671994, + "FN": 3332, + "FP": 202, + "IoU": 0.6866743505629932, + "TN": 163953, + "TP": 7745, + "n_pred": 7947, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9478536880290206, + "FN": 923, + "FP": 457, + "IoU": 0.9008763108748743, + "TN": 161310, + "TP": 12542, + "n_pred": 12999, + "n_ref": 13465 + }, + "9": { + "Dice": 0.7108808290155441, + "FN": 356, + "FP": 202, + "IoU": 0.5514469453376206, + "TN": 173988, + "TP": 686, + "n_pred": 888, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 349784, + "TP": 0, + "n_pred": 680, + "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": 0.44792946447929466, + "FN": 18484, + "FP": 4433, + "IoU": 0.2886012292791954, + "TN": 318250, + "TP": 9297, + "n_pred": 13730, + "n_ref": 27781 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 9820, + "IoU": 0.0, + "TN": 340644, + "TP": 0, + "n_pred": 9820, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7509113896083173, + "FN": 1128, + "FP": 19165, + "IoU": 0.6011674298854189, + "TN": 299583, + "TP": 30588, + "n_pred": 49753, + "n_ref": 31716 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2288, + "IoU": 0.0, + "TN": 348176, + "TP": 0, + "n_pred": 2288, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9002894500449147, + "FN": 886, + "FP": 1112, + "IoU": 0.8186603739335633, + "TN": 1390838, + "TP": 9020, + "n_pred": 10132, + "n_ref": 9906 + }, + "10": { + "Dice": 0.8123180541044965, + "FN": 6046, + "FP": 12457, + "IoU": 0.6839525151592792, + "TN": 1343311, + "TP": 40042, + "n_pred": 52499, + "n_ref": 46088 + }, + "11": { + "Dice": 0.8122222222222222, + "FN": 48, + "FP": 290, + "IoU": 0.6838166510757717, + "TN": 1400787, + "TP": 731, + "n_pred": 1021, + "n_ref": 779 + }, + "12": { + "Dice": 0.7310518580726433, + "FN": 1025, + "FP": 256, + "IoU": 0.5761085373924554, + "TN": 1398834, + "TP": 1741, + "n_pred": 1997, + "n_ref": 2766 + }, + "13": { + "Dice": 0.8982024115795271, + "FN": 7033, + "FP": 5352, + "IoU": 0.8152154452136549, + "TN": 1334832, + "TP": 54639, + "n_pred": 59991, + "n_ref": 61672 + }, + "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": 0.8643096034400383, + "FN": 79, + "FP": 489, + "IoU": 0.7610433319310055, + "TN": 1399479, + "TP": 1809, + "n_pred": 2298, + "n_ref": 1888 + }, + "3": { + "Dice": 0.9508503666718677, + "FN": 244, + "FP": 71, + "IoU": 0.9063057703747769, + "TN": 1398494, + "TP": 3047, + "n_pred": 3118, + "n_ref": 3291 + }, + "4": { + "Dice": 0.8517527805152753, + "FN": 980, + "FP": 73, + "IoU": 0.7417851888180481, + "TN": 1397778, + "TP": 3025, + "n_pred": 3098, + "n_ref": 4005 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2281919102308965, + "FN": 880, + "FP": 160069, + "IoU": 0.12879042123610224, + "TN": 1217114, + "TP": 23793, + "n_pred": 183862, + "n_ref": 24673 + }, + "7": { + "Dice": 0.7856761079274955, + "FN": 205212, + "FP": 2099, + "IoU": 0.6470070407546463, + "TN": 814561, + "TP": 379984, + "n_pred": 382083, + "n_ref": 585196 + }, + "8": { + "Dice": 0.9480319012091587, + "FN": 366, + "FP": 442, + "IoU": 0.9011983370017119, + "TN": 1393678, + "TP": 7370, + "n_pred": 7812, + "n_ref": 7736 + }, + "9": { + "Dice": 0.8904372060616618, + "FN": 383, + "FP": 246, + "IoU": 0.8025117739403453, + "TN": 1398671, + "TP": 2556, + "n_pred": 2802, + "n_ref": 2939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0069.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": 0.0, + "FN": 98, + "FP": 0, + "IoU": 0.0, + "TN": 700830, + "TP": 0, + "n_pred": 0, + "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": 0.9891612223693013, + "FN": 1779, + "FP": 1267, + "IoU": 0.9785548835866711, + "TN": 558891, + "TP": 138991, + "n_pred": 140258, + "n_ref": 140770 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9099530952012783, + "FN": 1103, + "FP": 644, + "IoU": 0.8347834310573103, + "TN": 515122, + "TP": 8827, + "n_pred": 9471, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7575530844449031, + "FN": 1751, + "FP": 7646, + "IoU": 0.6097267214884957, + "TN": 501618, + "TP": 14681, + "n_pred": 22327, + "n_ref": 16432 + }, + "14": { + "Dice": 0.46110818889758426, + "FN": 40129, + "FP": 1876, + "IoU": 0.29963652127517676, + "TN": 465720, + "TP": 17971, + "n_pred": 19847, + "n_ref": 58100 + }, + "15": { + "Dice": 0.41826547443354456, + "FN": 1040, + "FP": 19063, + "IoU": 0.2644346871569704, + "TN": 498366, + "TP": 7227, + "n_pred": 26290, + "n_ref": 8267 + }, + "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": 0.9021003098817858, + "FN": 252, + "FP": 601, + "IoU": 0.8216600459962367, + "TN": 520913, + "TP": 3930, + "n_pred": 4531, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9578456583912135, + "FN": 1150, + "FP": 2358, + "IoU": 0.9191015381777091, + "TN": 482333, + "TP": 39855, + "n_pred": 42213, + "n_ref": 41005 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9243461311817234, + "FN": 702, + "FP": 967, + "IoU": 0.8593341761483354, + "TN": 513831, + "TP": 10196, + "n_pred": 11163, + "n_ref": 10898 + }, + "9": { + "Dice": 0.9533054975643702, + "FN": 897, + "FP": 445, + "IoU": 0.9107772089621701, + "TN": 510655, + "TP": 13699, + "n_pred": 14144, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8873970516990796, + "FN": 1345, + "FP": 282, + "IoU": 0.7975864642946007, + "TN": 342426, + "TP": 6411, + "n_pred": 6693, + "n_ref": 7756 + }, + "11": { + "Dice": 0.8556910569105691, + "FN": 91, + "FP": 51, + "IoU": 0.7477797513321492, + "TN": 349901, + "TP": 421, + "n_pred": 472, + "n_ref": 512 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9429977006577188, + "FN": 2957, + "FP": 1307, + "IoU": 0.8921434714423029, + "TN": 310930, + "TP": 35270, + "n_pred": 36577, + "n_ref": 38227 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16891891891891891, + "FN": 0, + "FP": 246, + "IoU": 0.09225092250922509, + "TN": 350193, + "TP": 25, + "n_pred": 271, + "n_ref": 25 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.639618138424821, + "FN": 151, + "FP": 0, + "IoU": 0.47017543859649125, + "TN": 350179, + "TP": 134, + "n_pred": 134, + "n_ref": 285 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9554795930974836, + "FN": 997, + "FP": 84, + "IoU": 0.9147543569119154, + "TN": 337783, + "TP": 11600, + "n_pred": 11684, + "n_ref": 12597 + }, + "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": 0.8615384615384616, + "FN": 8, + "FP": 163, + "IoU": 0.7567567567567568, + "TN": 349761, + "TP": 532, + "n_pred": 695, + "n_ref": 540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 876045, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7854927868410408, + "FN": 1237, + "FP": 354, + "IoU": 0.6467584369449378, + "TN": 871656, + "TP": 2913, + "n_pred": 3267, + "n_ref": 4150 + }, + "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": 0.9913806127073695, + "FN": 1903, + "FP": 208, + "IoU": 0.9829085432994364, + "TN": 752648, + "TP": 121401, + "n_pred": 121609, + "n_ref": 123304 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639021865700608, + "FN": 291, + "FP": 546, + "IoU": 0.9303196803196803, + "TN": 864148, + "TP": 11175, + "n_pred": 11721, + "n_ref": 11466 + }, + "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": 0.9881555665452576, + "FN": 5881, + "FP": 418, + "IoU": 0.9765884298749327, + "TN": 607105, + "TP": 262756, + "n_pred": 263174, + "n_ref": 268637 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9174258857556038, + "FN": 430, + "FP": 2425, + "IoU": 0.8474485706652418, + "TN": 857445, + "TP": 15860, + "n_pred": 18285, + "n_ref": 16290 + }, + "9": { + "Dice": 0.9569657821229051, + "FN": 244, + "FP": 742, + "IoU": 0.9174826345300862, + "TN": 864211, + "TP": 10963, + "n_pred": 11705, + "n_ref": 11207 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.872746007212777, + "FN": 269, + "FP": 1954, + "IoU": 0.7742230347349177, + "TN": 515850, + "TP": 7623, + "n_pred": 9577, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9491259894459103, + "FN": 867, + "FP": 367, + "IoU": 0.9031777167516674, + "TN": 512951, + "TP": 11511, + "n_pred": 11878, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10218978102189781, + "FN": 123, + "FP": 0, + "IoU": 0.05384615384615385, + "TN": 525566, + "TP": 7, + "n_pred": 7, + "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": 1662, + "IoU": 0.0, + "TN": 524034, + "TP": 0, + "n_pred": 1662, + "n_ref": 0 + }, + "3": { + "Dice": 0.9664532878577701, + "FN": 4233, + "FP": 1039, + "IoU": 0.935084284535727, + "TN": 444483, + "TP": 75941, + "n_pred": 76980, + "n_ref": 80174 + }, + "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": 0.98807517866725, + "FN": 3287, + "FP": 202, + "IoU": 0.9764314085762923, + "TN": 377660, + "TP": 144547, + "n_pred": 144749, + "n_ref": 147834 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23777798630008445, + "FN": 16006, + "FP": 240, + "IoU": 0.1349307774227902, + "TN": 506916, + "TP": 2534, + "n_pred": 2774, + "n_ref": 18540 + }, + "10": { + "Dice": 0.678965957766589, + "FN": 7306, + "FP": 1238, + "IoU": 0.5139655270493202, + "TN": 508117, + "TP": 9035, + "n_pred": 10273, + "n_ref": 16341 + }, + "11": { + "Dice": 0.0, + "FN": 527, + "FP": 0, + "IoU": 0.0, + "TN": 525169, + "TP": 0, + "n_pred": 0, + "n_ref": 527 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 315, + "FP": 0, + "IoU": 0.0, + "TN": 525381, + "TP": 0, + "n_pred": 0, + "n_ref": 315 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 92, + "IoU": 0.0, + "TN": 525604, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "3": { + "Dice": 0.9482634685230025, + "FN": 7627, + "FP": 3313, + "IoU": 0.9016169355563949, + "TN": 414498, + "TP": 100258, + "n_pred": 103571, + "n_ref": 107885 + }, + "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": 0.9147731173199698, + "FN": 1663, + "FP": 3303, + "IoU": 0.8429325995508745, + "TN": 494079, + "TP": 26651, + "n_pred": 29954, + "n_ref": 28314 + }, + "7": { + "Dice": 0.8921227756442204, + "FN": 11880, + "FP": 6519, + "IoU": 0.8052541888501964, + "TN": 431219, + "TP": 76078, + "n_pred": 82597, + "n_ref": 87958 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2939895470383275, + "FN": 3188, + "FP": 54, + "IoU": 0.17232575950982895, + "TN": 872243, + "TP": 675, + "n_pred": 729, + "n_ref": 3863 + }, + "10": { + "Dice": 0.8512978895507023, + "FN": 4875, + "FP": 5236, + "IoU": 0.7410954344096484, + "TN": 837107, + "TP": 28942, + "n_pred": 34178, + "n_ref": 33817 + }, + "11": { + "Dice": 0.5272895467160037, + "FN": 528, + "FP": 494, + "IoU": 0.35804020100502515, + "TN": 874568, + "TP": 570, + "n_pred": 1064, + "n_ref": 1098 + }, + "12": { + "Dice": 0.4800693240901213, + "FN": 848, + "FP": 352, + "IoU": 0.31584948688711517, + "TN": 874406, + "TP": 554, + "n_pred": 906, + "n_ref": 1402 + }, + "13": { + "Dice": 0.6766352801326367, + "FN": 4696, + "FP": 5641, + "IoU": 0.5112991679273827, + "TN": 855008, + "TP": 10815, + "n_pred": 16456, + "n_ref": 15511 + }, + "14": { + "Dice": 0.8804091742010833, + "FN": 2534, + "FP": 3405, + "IoU": 0.7863669064748201, + "TN": 848360, + "TP": 21861, + "n_pred": 25266, + "n_ref": 24395 + }, + "15": { + "Dice": 0.8576640505503874, + "FN": 3739, + "FP": 18967, + "IoU": 0.7507984415299347, + "TN": 785045, + "TP": 68409, + "n_pred": 87376, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9191523032992741, + "FN": 3199, + "FP": 1501, + "IoU": 0.8503994652576631, + "TN": 844743, + "TP": 26717, + "n_pred": 28218, + "n_ref": 29916 + }, + "3": { + "Dice": 0.049079754601226995, + "FN": 10, + "FP": 145, + "IoU": 0.025157232704402517, + "TN": 876001, + "TP": 4, + "n_pred": 149, + "n_ref": 14 + }, + "4": { + "Dice": 0.6158698204999161, + "FN": 1327, + "FP": 10122, + "IoU": 0.44495079265040965, + "TN": 855533, + "TP": 9178, + "n_pred": 19300, + "n_ref": 10505 + }, + "5": { + "Dice": 0.8310422150726333, + "FN": 755, + "FP": 978, + "IoU": 0.7109257714762302, + "TN": 870165, + "TP": 4262, + "n_pred": 5240, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9596850777680818, + "FN": 3424, + "FP": 9142, + "IoU": 0.922494772745496, + "TN": 714029, + "TP": 149565, + "n_pred": 158707, + "n_ref": 152989 + }, + "7": { + "Dice": 0.6973924475933094, + "FN": 3851, + "FP": 21007, + "IoU": 0.5353818548839295, + "TN": 822658, + "TP": 28644, + "n_pred": 49651, + "n_ref": 32495 + }, + "8": { + "Dice": 0.9472346643794276, + "FN": 402, + "FP": 1259, + "IoU": 0.8997585998793, + "TN": 859590, + "TP": 14909, + "n_pred": 16168, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9303621169916435, + "FN": 1867, + "FP": 2808, + "IoU": 0.8697916666666666, + "TN": 840256, + "TP": 31229, + "n_pred": 34037, + "n_ref": 33096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476563471341539, + "FN": 404, + "FP": 17, + "IoU": 0.9005198487712666, + "TN": 521464, + "TP": 3811, + "n_pred": 3828, + "n_ref": 4215 + }, + "10": { + "Dice": 0.9011811627550238, + "FN": 1460, + "FP": 1761, + "IoU": 0.8201362519544337, + "TN": 507788, + "TP": 14687, + "n_pred": 16448, + "n_ref": 16147 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7748938685582245, + "FN": 5976, + "FP": 2402, + "IoU": 0.6325116238266515, + "TN": 502898, + "TP": 14420, + "n_pred": 16822, + "n_ref": 20396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9311972082325415, + "FN": 5822, + "FP": 8058, + "IoU": 0.8712525972098546, + "TN": 417888, + "TP": 93928, + "n_pred": 101986, + "n_ref": 99750 + }, + "3": { + "Dice": 0.9056008146639511, + "FN": 13035, + "FP": 5505, + "IoU": 0.8274867404857169, + "TN": 418226, + "TP": 88930, + "n_pred": 94435, + "n_ref": 101965 + }, + "4": { + "Dice": 0.14864864864864866, + "FN": 2, + "FP": 124, + "IoU": 0.08029197080291971, + "TN": 525559, + "TP": 11, + "n_pred": 135, + "n_ref": 13 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757564984343593, + "FN": 696, + "FP": 1077, + "IoU": 0.9526606680372733, + "TN": 488243, + "TP": 35680, + "n_pred": 36757, + "n_ref": 36376 + }, + "7": { + "Dice": 0.5412541254125413, + "FN": 225, + "FP": 3250, + "IoU": 0.37104072398190047, + "TN": 520171, + "TP": 2050, + "n_pred": 5300, + "n_ref": 2275 + }, + "8": { + "Dice": 0.9418433108160571, + "FN": 574, + "FP": 175, + "IoU": 0.8900792486058116, + "TN": 518882, + "TP": 6065, + "n_pred": 6240, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9173361314227629, + "FN": 523, + "FP": 1998, + "IoU": 0.8472954146223273, + "TN": 509187, + "TP": 13988, + "n_pred": 15986, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757039085016758, + "FN": 1796, + "FP": 1930, + "IoU": 0.9525604135367065, + "TN": 972850, + "TP": 74816, + "n_pred": 76746, + "n_ref": 76612 + }, + "10": { + "Dice": 0.9054681647940075, + "FN": 324, + "FP": 307, + "IoU": 0.8272652614289625, + "TN": 1047739, + "TP": 3022, + "n_pred": 3329, + "n_ref": 3346 + }, + "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": 59440, + "IoU": 0.0, + "TN": 991952, + "TP": 0, + "n_pred": 59440, + "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": 1690, + "IoU": 0.0, + "TN": 1049702, + "TP": 0, + "n_pred": 1690, + "n_ref": 0 + }, + "3": { + "Dice": 0.9706583945043357, + "FN": 3026, + "FP": 2706, + "IoU": 0.9429895666530738, + "TN": 950849, + "TP": 94811, + "n_pred": 97517, + "n_ref": 97837 + }, + "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": 76537, + "IoU": 0.0, + "TN": 974855, + "TP": 0, + "n_pred": 76537, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 64666, + "IoU": 0.0, + "TN": 986726, + "TP": 0, + "n_pred": 64666, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.832103915483882, + "FN": 2087, + "FP": 7814, + "IoU": 0.7124811244046928, + "TN": 666492, + "TP": 24535, + "n_pred": 32349, + "n_ref": 26622 + }, + "11": { + "Dice": 0.6320754716981132, + "FN": 5, + "FP": 73, + "IoU": 0.46206896551724136, + "TN": 700783, + "TP": 67, + "n_pred": 140, + "n_ref": 72 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8569672863782625, + "FN": 6497, + "FP": 6305, + "IoU": 0.7497311985611792, + "TN": 649775, + "TP": 38351, + "n_pred": 44656, + "n_ref": 44848 + }, + "14": { + "Dice": 0.5037504559222316, + "FN": 30094, + "FP": 1199, + "IoU": 0.3366754281838223, + "TN": 653752, + "TP": 15883, + "n_pred": 17082, + "n_ref": 45977 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9332980412916887, + "FN": 48, + "FP": 204, + "IoU": 0.8749379652605459, + "TN": 698913, + "TP": 1763, + "n_pred": 1967, + "n_ref": 1811 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.6719475553127561, + "FN": 4724, + "FP": 80, + "IoU": 0.5059646236116825, + "TN": 691204, + "TP": 4920, + "n_pred": 5000, + "n_ref": 9644 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.835216572504708, + "FN": 208, + "FP": 842, + "IoU": 0.7170573969280517, + "TN": 697217, + "TP": 2661, + "n_pred": 3503, + "n_ref": 2869 + }, + "7": { + "Dice": 0.17145877378435517, + "FN": 1281, + "FP": 6557, + "IoU": 0.09376806567233206, + "TN": 692279, + "TP": 811, + "n_pred": 7368, + "n_ref": 2092 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.835373375083025, + "FN": 2608, + "FP": 862, + "IoU": 0.7172885774808538, + "TN": 688654, + "TP": 8804, + "n_pred": 9666, + "n_ref": 11412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7031861375069871, + "FN": 1062, + "FP": 0, + "IoU": 0.5422413793103448, + "TN": 698608, + "TP": 1258, + "n_pred": 1258, + "n_ref": 2320 + }, + "10": { + "Dice": 0.7253818823102259, + "FN": 5247, + "FP": 5342, + "IoU": 0.5690974200374379, + "TN": 676354, + "TP": 13985, + "n_pred": 19327, + "n_ref": 19232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6835871404399323, + "FN": 105, + "FP": 82, + "IoU": 0.519280205655527, + "TN": 700539, + "TP": 202, + "n_pred": 284, + "n_ref": 307 + }, + "13": { + "Dice": 0.0, + "FN": 3, + "FP": 1, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 1, + "n_ref": 3 + }, + "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": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 700426, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "6": { + "Dice": 0.6965751842597064, + "FN": 463, + "FP": 28437, + "IoU": 0.534419151644032, + "TN": 638855, + "TP": 33173, + "n_pred": 61610, + "n_ref": 33636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11050, + "IoU": 0.0, + "TN": 689878, + "TP": 0, + "n_pred": 11050, + "n_ref": 0 + }, + "8": { + "Dice": 0.9548529809740084, + "FN": 3062, + "FP": 775, + "IoU": 0.9136063765113818, + "TN": 656515, + "TP": 40576, + "n_pred": 41351, + "n_ref": 43638 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694915254237289, + "FN": 163, + "FP": 35, + "IoU": 0.9407894736842105, + "TN": 697584, + "TP": 3146, + "n_pred": 3181, + "n_ref": 3309 + }, + "10": { + "Dice": 0.8538923417254819, + "FN": 643, + "FP": 744, + "IoU": 0.7450367647058823, + "TN": 695488, + "TP": 4053, + "n_pred": 4797, + "n_ref": 4696 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.711590909090909, + "FN": 2269, + "FP": 269, + "IoU": 0.5523019932968778, + "TN": 695259, + "TP": 3131, + "n_pred": 3400, + "n_ref": 5400 + }, + "13": { + "Dice": 0.738944365192582, + "FN": 183, + "FP": 0, + "IoU": 0.5859728506787331, + "TN": 700486, + "TP": 259, + "n_pred": 259, + "n_ref": 442 + }, + "14": { + "Dice": 0.9778508535787355, + "FN": 2203, + "FP": 3145, + "IoU": 0.9566616153839921, + "TN": 577527, + "TP": 118053, + "n_pred": 121198, + "n_ref": 120256 + }, + "15": { + "Dice": 0.9270209580838323, + "FN": 467, + "FP": 703, + "IoU": 0.8639693058946634, + "TN": 692327, + "TP": 7431, + "n_pred": 8134, + "n_ref": 7898 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9748907187150554, + "FN": 304, + "FP": 437, + "IoU": 0.951011503371678, + "TN": 685802, + "TP": 14385, + "n_pred": 14822, + "n_ref": 14689 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5207547169811321, + "FN": 0, + "FP": 127, + "IoU": 0.3520408163265306, + "TN": 700732, + "TP": 69, + "n_pred": 196, + "n_ref": 69 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9496205069454389, + "FN": 928, + "FP": 831, + "IoU": 0.9040737307084038, + "TN": 682591, + "TP": 16578, + "n_pred": 17409, + "n_ref": 17506 + }, + "8": { + "Dice": 0.9646017699115044, + "FN": 380, + "FP": 380, + "IoU": 0.9316239316239316, + "TN": 689813, + "TP": 10355, + "n_pred": 10735, + "n_ref": 10735 + }, + "9": { + "Dice": 0.8171038621624238, + "FN": 4670, + "FP": 2888, + "IoU": 0.6907655169592078, + "TN": 676487, + "TP": 16883, + "n_pred": 19771, + "n_ref": 21553 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9231414490930062, + "FN": 2791, + "FP": 2340, + "IoU": 0.8572541382667965, + "TN": 489751, + "TP": 30814, + "n_pred": 33154, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8657805289192252, + "FN": 908, + "FP": 3949, + "IoU": 0.7633271610954098, + "TN": 505174, + "TP": 15665, + "n_pred": 19614, + "n_ref": 16573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538768386935926, + "FN": 50, + "FP": 135, + "IoU": 0.9118207816968541, + "TN": 523598, + "TP": 1913, + "n_pred": 2048, + "n_ref": 1963 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9326907861612601, + "FN": 6755, + "FP": 2603, + "IoU": 0.8738712025231151, + "TN": 451502, + "TP": 64836, + "n_pred": 67439, + "n_ref": 71591 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9536547433903577, + "FN": 822, + "FP": 6926, + "IoU": 0.9114149821640903, + "TN": 438232, + "TP": 79716, + "n_pred": 86642, + "n_ref": 80538 + }, + "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": 0.9561545279182524, + "FN": 652, + "FP": 1030, + "IoU": 0.9159924083508141, + "TN": 505674, + "TP": 18340, + "n_pred": 19370, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.6088372691038444, + "FN": 8790, + "FP": 337, + "IoU": 0.4376463339494763, + "TN": 509466, + "TP": 7103, + "n_pred": 7440, + "n_ref": 15893 + }, + "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": 0.9643316948456119, + "FN": 4339, + "FP": 7380, + "IoU": 0.931120214885651, + "TN": 355559, + "TP": 158418, + "n_pred": 165798, + "n_ref": 162757 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8919042725730769, + "FN": 6560, + "FP": 2171, + "IoU": 0.8048982145650376, + "TN": 480945, + "TP": 36020, + "n_pred": 38191, + "n_ref": 42580 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.287341217696014, + "FN": 1627, + "FP": 0, + "IoU": 0.16777493606138108, + "TN": 523741, + "TP": 328, + "n_pred": 328, + "n_ref": 1955 + }, + "13": { + "Dice": 0.7785204314142489, + "FN": 1881, + "FP": 1035, + "IoU": 0.6373585374953364, + "TN": 517655, + "TP": 5125, + "n_pred": 6160, + "n_ref": 7006 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7125506072874493, + "FN": 1, + "FP": 70, + "IoU": 0.5534591194968553, + "TN": 525537, + "TP": 88, + "n_pred": 158, + "n_ref": 89 + }, + "3": { + "Dice": 0.856396866840731, + "FN": 37, + "FP": 18, + "IoU": 0.7488584474885844, + "TN": 525477, + "TP": 164, + "n_pred": 182, + "n_ref": 201 + }, + "4": { + "Dice": 0.952485944217837, + "FN": 193, + "FP": 238, + "IoU": 0.9092822563670806, + "TN": 520945, + "TP": 4320, + "n_pred": 4558, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9857368356380616, + "FN": 499, + "FP": 2519, + "IoU": 0.9718748252660615, + "TN": 418390, + "TP": 104288, + "n_pred": 106807, + "n_ref": 104787 + }, + "7": { + "Dice": 0.91710615280595, + "FN": 463, + "FP": 150, + "IoU": 0.846903096903097, + "TN": 521692, + "TP": 3391, + "n_pred": 3541, + "n_ref": 3854 + }, + "8": { + "Dice": 0.9442140190792202, + "FN": 1636, + "FP": 516, + "IoU": 0.8943233156550776, + "TN": 505332, + "TP": 18212, + "n_pred": 18728, + "n_ref": 19848 + }, + "9": { + "Dice": 0.9653988432218112, + "FN": 1583, + "FP": 110, + "IoU": 0.9331120856544586, + "TN": 500385, + "TP": 23618, + "n_pred": 23728, + "n_ref": 25201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675687591581623, + "FN": 907, + "FP": 1594, + "IoU": 0.9371750106759777, + "TN": 310655, + "TP": 37308, + "n_pred": 38902, + "n_ref": 38215 + }, + "10": { + "Dice": 0.1708542713567839, + "FN": 1155, + "FP": 0, + "IoU": 0.09340659340659341, + "TN": 349190, + "TP": 119, + "n_pred": 119, + "n_ref": 1274 + }, + "11": { + "Dice": 0.2857142857142857, + "FN": 149, + "FP": 11, + "IoU": 0.16666666666666666, + "TN": 350272, + "TP": 32, + "n_pred": 43, + "n_ref": 181 + }, + "12": { + "Dice": 0.2191780821917808, + "FN": 226, + "FP": 2, + "IoU": 0.12307692307692308, + "TN": 350204, + "TP": 32, + "n_pred": 34, + "n_ref": 258 + }, + "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": 0.8640148011100832, + "FN": 15, + "FP": 279, + "IoU": 0.760586319218241, + "TN": 349236, + "TP": 934, + "n_pred": 1213, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.38837638376383765, + "FN": 3954, + "FP": 24, + "IoU": 0.24098454493417287, + "TN": 345223, + "TP": 1263, + "n_pred": 1287, + "n_ref": 5217 + }, + "6": { + "Dice": 0.9375876304720362, + "FN": 3886, + "FP": 2524, + "IoU": 0.8825082024304856, + "TN": 295907, + "TP": 48147, + "n_pred": 50671, + "n_ref": 52033 + }, + "7": { + "Dice": 0.9285103106015231, + "FN": 3016, + "FP": 326, + "IoU": 0.866560191655021, + "TN": 325419, + "TP": 21703, + "n_pred": 22029, + "n_ref": 24719 + }, + "8": { + "Dice": 0.9471875066307369, + "FN": 898, + "FP": 1591, + "IoU": 0.8996735055826515, + "TN": 325655, + "TP": 22320, + "n_pred": 23911, + "n_ref": 23218 + }, + "9": { + "Dice": 0.8283535217586362, + "FN": 5597, + "FP": 2055, + "IoU": 0.7069995405115638, + "TN": 324348, + "TP": 18464, + "n_pred": 20519, + "n_ref": 24061 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.862776025236593, + "FN": 203, + "FP": 145, + "IoU": 0.7586685159500693, + "TN": 1400414, + "TP": 1094, + "n_pred": 1239, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7716557399916306, + "FN": 837, + "FP": 800, + "IoU": 0.6282080399727459, + "TN": 1397453, + "TP": 2766, + "n_pred": 3566, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9321279554937413, + "FN": 131, + "FP": 357, + "IoU": 0.872883563427976, + "TN": 1398017, + "TP": 3351, + "n_pred": 3708, + "n_ref": 3482 + }, + "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": 0.702280680709916, + "FN": 54356, + "FP": 2729, + "IoU": 0.5411653123065917, + "TN": 1277443, + "TP": 67328, + "n_pred": 70057, + "n_ref": 121684 + }, + "3": { + "Dice": 0.7809260690178011, + "FN": 4129, + "FP": 55977, + "IoU": 0.6405895894998057, + "TN": 1234621, + "TP": 107129, + "n_pred": 163106, + "n_ref": 111258 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 1401556, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558230496346382, + "FN": 5017, + "FP": 3725, + "IoU": 0.9153841686509089, + "TN": 1298542, + "TP": 94572, + "n_pred": 98297, + "n_ref": 99589 + }, + "7": { + "Dice": 0.818627881586708, + "FN": 1890, + "FP": 12563, + "IoU": 0.6929466751646484, + "TN": 1354786, + "TP": 32617, + "n_pred": 45180, + "n_ref": 34507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9381674631207148, + "FN": 986, + "FP": 1990, + "IoU": 0.883536179704927, + "TN": 1376303, + "TP": 22577, + "n_pred": 24567, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958916212634369, + "FN": 222, + "FP": 57, + "IoU": 0.921074964639321, + "TN": 697393, + "TP": 3256, + "n_pred": 3313, + "n_ref": 3478 + }, + "10": { + "Dice": 0.6144578313253012, + "FN": 30, + "FP": 34, + "IoU": 0.4434782608695652, + "TN": 700813, + "TP": 51, + "n_pred": 85, + "n_ref": 81 + }, + "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": 0.783534347142108, + "FN": 2951, + "FP": 1177, + "IoU": 0.6441072506250539, + "TN": 689329, + "TP": 7471, + "n_pred": 8648, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8937747241307517, + "FN": 1910, + "FP": 641, + "IoU": 0.8079500112926297, + "TN": 687645, + "TP": 10732, + "n_pred": 11373, + "n_ref": 12642 + }, + "15": { + "Dice": 0.8764039492516313, + "FN": 2242, + "FP": 2853, + "IoU": 0.7799991364048534, + "TN": 677769, + "TP": 18064, + "n_pred": 20917, + "n_ref": 20306 + }, + "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": 0.8461358996792068, + "FN": 3346, + "FP": 1930, + "IoU": 0.733306374159632, + "TN": 681145, + "TP": 14507, + "n_pred": 16437, + "n_ref": 17853 + }, + "5": { + "Dice": 0.9105081696897017, + "FN": 965, + "FP": 229, + "IoU": 0.8357182168409466, + "TN": 693660, + "TP": 6074, + "n_pred": 6303, + "n_ref": 7039 + }, + "6": { + "Dice": 0.956718176148569, + "FN": 2440, + "FP": 683, + "IoU": 0.917027551210181, + "TN": 663289, + "TP": 34516, + "n_pred": 35199, + "n_ref": 36956 + }, + "7": { + "Dice": 0.3111111111111111, + "FN": 2443, + "FP": 161, + "IoU": 0.18421052631578946, + "TN": 697736, + "TP": 588, + "n_pred": 749, + "n_ref": 3031 + }, + "8": { + "Dice": 0.8040802562805598, + "FN": 16356, + "FP": 2236, + "IoU": 0.6723530241082758, + "TN": 644184, + "TP": 38152, + "n_pred": 40388, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8448554913294798, + "FN": 149, + "FP": 522, + "IoU": 0.7313851080864692, + "TN": 523198, + "TP": 1827, + "n_pred": 2349, + "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": 0.9253112033195021, + "FN": 1166, + "FP": 2074, + "IoU": 0.861003861003861, + "TN": 502386, + "TP": 20070, + "n_pred": 22144, + "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": 0.9090909090909091, + "FN": 2, + "FP": 0, + "IoU": 0.8333333333333334, + "TN": 525684, + "TP": 10, + "n_pred": 10, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8490390406833489, + "FN": 1258, + "FP": 1499, + "IoU": 0.7376784015223596, + "TN": 515186, + "TP": 7753, + "n_pred": 9252, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949894663262235, + "FN": 1286, + "FP": 9036, + "IoU": 0.9045708368773344, + "TN": 417532, + "TP": 97842, + "n_pred": 106878, + "n_ref": 99128 + }, + "7": { + "Dice": 0.9718917832296061, + "FN": 9726, + "FP": 621, + "IoU": 0.9453205094329652, + "TN": 336466, + "TP": 178883, + "n_pred": 179504, + "n_ref": 188609 + }, + "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_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8112969958625652, + "FN": 2961, + "FP": 5431, + "IoU": 0.6825060532687651, + "TN": 1024960, + "TP": 18040, + "n_pred": 23471, + "n_ref": 21001 + }, + "11": { + "Dice": 0.7971870604781998, + "FN": 742, + "FP": 700, + "IoU": 0.6627689429373246, + "TN": 1047116, + "TP": 2834, + "n_pred": 3534, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.808051120320988, + "FN": 21249, + "FP": 2001, + "IoU": 0.6779243087493766, + "TN": 979204, + "TP": 48938, + "n_pred": 50939, + "n_ref": 70187 + }, + "14": { + "Dice": 0.4828402685286085, + "FN": 6075, + "FP": 32366, + "IoU": 0.3182527577767531, + "TN": 995006, + "TP": 17945, + "n_pred": 50311, + "n_ref": 24020 + }, + "15": { + "Dice": 0.7716134997688395, + "FN": 3, + "FP": 1973, + "IoU": 0.6281520511855476, + "TN": 1046078, + "TP": 3338, + "n_pred": 5311, + "n_ref": 3341 + }, + "2": { + "Dice": 0.9605790761860126, + "FN": 440, + "FP": 1074, + "IoU": 0.9241482965931864, + "TN": 1031432, + "TP": 18446, + "n_pred": 19520, + "n_ref": 18886 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4389, + "IoU": 0.0, + "TN": 1047003, + "TP": 0, + "n_pred": 4389, + "n_ref": 0 + }, + "4": { + "Dice": 0.9011299435028248, + "FN": 27, + "FP": 43, + "IoU": 0.8200514138817481, + "TN": 1051003, + "TP": 319, + "n_pred": 362, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684666047167828, + "FN": 2554, + "FP": 2095, + "IoU": 0.9388611257233035, + "TN": 975352, + "TP": 71391, + "n_pred": 73486, + "n_ref": 73945 + }, + "7": { + "Dice": 0.004934905831298691, + "FN": 17, + "FP": 115320, + "IoU": 0.002473556299352205, + "TN": 935769, + "TP": 286, + "n_pred": 115606, + "n_ref": 303 + }, + "8": { + "Dice": 0.6296296296296297, + "FN": 12, + "FP": 88, + "IoU": 0.4594594594594595, + "TN": 1051207, + "TP": 85, + "n_pred": 173, + "n_ref": 97 + }, + "9": { + "Dice": 0.9234143165541583, + "FN": 1649, + "FP": 2821, + "IoU": 0.857724871093004, + "TN": 1019974, + "TP": 26948, + "n_pred": 29769, + "n_ref": 28597 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9877840535925391, + "FN": 1217, + "FP": 1387, + "IoU": 0.9758629639242149, + "TN": 4097684, + "TP": 105280, + "n_pred": 106667, + "n_ref": 106497 + }, + "10": { + "Dice": 0.8425897514575023, + "FN": 385, + "FP": 1667, + "IoU": 0.7279957582184517, + "TN": 4198024, + "TP": 5492, + "n_pred": 7159, + "n_ref": 5877 + }, + "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": 0.20684645419050213, + "FN": 929, + "FP": 34011, + "IoU": 0.11535345351427993, + "TN": 4166072, + "TP": 4556, + "n_pred": 38567, + "n_ref": 5485 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 66566, + "IoU": 0.0, + "TN": 4139002, + "TP": 0, + "n_pred": 66566, + "n_ref": 0 + }, + "15": { + "Dice": 0.5445316036720669, + "FN": 1686, + "FP": 59687, + "IoU": 0.3741280848460126, + "TN": 4107508, + "TP": 36687, + "n_pred": 96374, + "n_ref": 38373 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9709838355617642, + "FN": 891, + "FP": 563, + "IoU": 0.9436040648514468, + "TN": 4179786, + "TP": 24328, + "n_pred": 24891, + "n_ref": 25219 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4099842947862415, + "FN": 1179, + "FP": 474058, + "IoU": 0.25784921082343903, + "TN": 3565217, + "TP": 165114, + "n_pred": 639172, + "n_ref": 166293 + }, + "7": { + "Dice": 0.921925945091401, + "FN": 32492, + "FP": 3115, + "IoU": 0.855160126425233, + "TN": 3959731, + "TP": 210230, + "n_pred": 213345, + "n_ref": 242722 + }, + "8": { + "Dice": 0.928690782640112, + "FN": 694, + "FP": 885, + "IoU": 0.8668746311440857, + "TN": 4193707, + "TP": 10282, + "n_pred": 11167, + "n_ref": 10976 + }, + "9": { + "Dice": 0.46742623429739993, + "FN": 1799, + "FP": 24, + "IoU": 0.30499428135722456, + "TN": 4202945, + "TP": 800, + "n_pred": 824, + "n_ref": 2599 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.039592126395995964, + "FN": 9999, + "FP": 15714, + "IoU": 0.020195861753610485, + "TN": 674685, + "TP": 530, + "n_pred": 16244, + "n_ref": 10529 + }, + "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": 0.2526525198938992, + "FN": 7531, + "FP": 12755, + "IoU": 0.1445920303605313, + "TN": 677213, + "TP": 3429, + "n_pred": 16184, + "n_ref": 10960 + }, + "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": 0.8760171099604412, + "FN": 20234, + "FP": 2896, + "IoU": 0.7793865171111366, + "TN": 596084, + "TP": 81714, + "n_pred": 84610, + "n_ref": 101948 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9606215450460799, + "FN": 12989, + "FP": 6038, + "IoU": 0.9242269170267418, + "TN": 449823, + "TP": 232078, + "n_pred": 238116, + "n_ref": 245067 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18883, + "IoU": 0.0, + "TN": 682045, + "TP": 0, + "n_pred": 18883, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6571428571428571, + "FN": 6, + "FP": 42, + "IoU": 0.48936170212765956, + "TN": 700834, + "TP": 46, + "n_pred": 88, + "n_ref": 52 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 23, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 23, + "n_ref": 4 + }, + "14": { + "Dice": 0.9923022836802554, + "FN": 1128, + "FP": 974, + "IoU": 0.9847221717483737, + "TN": 388111, + "TP": 135483, + "n_pred": 136457, + "n_ref": 136611 + }, + "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": 120, + "IoU": 0.0, + "TN": 525576, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761887726628794, + "FN": 1599, + "FP": 5057, + "IoU": 0.953485121668274, + "TN": 382602, + "TP": 136438, + "n_pred": 141495, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9681461312749478, + "FN": 3323, + "FP": 292, + "IoU": 0.9382589537326433, + "TN": 467145, + "TP": 54936, + "n_pred": 55228, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8358574140476692, + "FN": 3074, + "FP": 817, + "IoU": 0.7180026090737788, + "TN": 511898, + "TP": 9907, + "n_pred": 10724, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964462/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6588208339128773, + "FN": 4437.986222222223, + "FP": 4099.704444444445, + "IoU": 0.5756077925002607, + "TN": 906279.5053333333, + "TP": 19753.470666666668, + "n_pred": 23853.175111111115, + "n_ref": 24191.45688888889 + }, + "mean": { + "1": { + "Dice": 0.7585300362417003, + "FN": 2249.713333333333, + "FP": 2013.8333333333333, + "IoU": 0.701973911077012, + "TN": 902301.5133333334, + "TP": 28005.60666666667, + "n_pred": 30019.440000000002, + "n_ref": 30255.32 + }, + "10": { + "Dice": 0.6862125179920053, + "FN": 3406.7933333333335, + "FP": 2411.173333333333, + "IoU": 0.585146897001813, + "TN": 917562.6066666667, + "TP": 11190.093333333334, + "n_pred": 13601.266666666666, + "n_ref": 14596.886666666664 + }, + "11": { + "Dice": 0.5116817867673117, + "FN": 192.34666666666666, + "FP": 112.40666666666667, + "IoU": 0.4111037927599391, + "TN": 933836.6066666667, + "TP": 429.3066666666667, + "n_pred": 541.7133333333334, + "n_ref": 621.6533333333334 + }, + "12": { + "Dice": 0.4332443596721699, + "FN": 332.79333333333335, + "FP": 152.40000000000003, + "IoU": 0.3279043438868489, + "TN": 933624.8600000001, + "TP": 460.61333333333334, + "n_pred": 613.0133333333333, + "n_ref": 793.4066666666668 + }, + "13": { + "Dice": 0.5881117253504909, + "FN": 3792.6999999999994, + "FP": 3051.16, + "IoU": 0.47516705294615164, + "TN": 919673.64, + "TP": 8053.166666666667, + "n_pred": 11104.326666666666, + "n_ref": 11845.866666666669 + }, + "14": { + "Dice": 0.6010310513144272, + "FN": 6308.919999999999, + "FP": 5319.16, + "IoU": 0.5243113158368917, + "TN": 904590.04, + "TP": 18352.54666666667, + "n_pred": 23671.70666666667, + "n_ref": 24661.466666666664 + }, + "15": { + "Dice": 0.5281240919050195, + "FN": 3396.1666666666665, + "FP": 5481.3533333333335, + "IoU": 0.4366760941889981, + "TN": 915720.5266666667, + "TP": 9972.62, + "n_pred": 15453.973333333333, + "n_ref": 13368.786666666667 + }, + "2": { + "Dice": 0.7198859144060397, + "FN": 4627.3133333333335, + "FP": 2076.4466666666667, + "IoU": 0.6567616392298466, + "TN": 909468.5466666666, + "TP": 18398.360000000004, + "n_pred": 20474.806666666664, + "n_ref": 23025.673333333332 + }, + "3": { + "Dice": 0.6905586755093577, + "FN": 7433.526666666665, + "FP": 3626.873333333333, + "IoU": 0.6400524059246311, + "TN": 904981.6266666667, + "TP": 18528.64, + "n_pred": 22155.513333333332, + "n_ref": 25962.166666666664 + }, + "4": { + "Dice": 0.5726356292449729, + "FN": 1794.52, + "FP": 2189.6533333333336, + "IoU": 0.4943438067771872, + "TN": 924219.2533333333, + "TP": 6367.24, + "n_pred": 8556.893333333332, + "n_ref": 8161.759999999999 + }, + "5": { + "Dice": 0.613882415948274, + "FN": 674.3133333333334, + "FP": 458.8733333333333, + "IoU": 0.5012432014813759, + "TN": 931793.2933333333, + "TP": 1644.1866666666665, + "n_pred": 2103.0600000000004, + "n_ref": 2318.5 + }, + "6": { + "Dice": 0.8368203987692177, + "FN": 19871.68, + "FP": 18246.64, + "IoU": 0.7746621327462565, + "TN": 794269.9866666667, + "TP": 102182.35999999999, + "n_pred": 120428.99999999997, + "n_ref": 122054.04000000001 + }, + "7": { + "Dice": 0.6934140220218503, + "FN": 10374.313333333334, + "FP": 14211.613333333333, + "IoU": 0.6143357059457636, + "TN": 856816.1199999999, + "TP": 53168.62000000001, + "n_pred": 67380.23333333332, + "n_ref": 63542.933333333334 + }, + "8": { + "Dice": 0.8556411844079106, + "FN": 850.2733333333333, + "FP": 886.2, + "IoU": 0.7965551173989265, + "TN": 920989.4133333333, + "TP": 11844.78, + "n_pred": 12730.98, + "n_ref": 12695.053333333333 + }, + "9": { + "Dice": 0.7925386991424104, + "FN": 1264.42, + "FP": 1257.78, + "IoU": 0.6938794703022704, + "TN": 924344.5466666665, + "TP": 7703.92, + "n_pred": 8961.7, + "n_ref": 8968.34 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_004/summary.json b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91898fdcdf6125d2214d21e929559176639baa73 --- /dev/null +++ b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8505951587647623, + "FN": 13245.550666666666, + "FP": 9746.672, + "IoU": 0.7673736528398166, + "TN": 96260623.63733333, + "TP": 173344.98, + "n_pred": 183091.65199999997, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9426777055738202, + "FN": 6755.78, + "FP": 7713.68, + "IoU": 0.9088752325071586, + "TN": 96254959.02, + "TP": 187532.36, + "n_pred": 195246.04, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.81902133686211, + "FN": 13252.12, + "FP": 11131.3, + "IoU": 0.7100429560279666, + "TN": 96371606.98, + "TP": 60970.44, + "n_pred": 72101.74, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.751625763911951, + "FN": 993.4, + "FP": 689.4, + "IoU": 0.6120299535119045, + "TN": 96452571.06, + "TP": 2706.98, + "n_pred": 3396.38, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7519867874887618, + "FN": 1286.92, + "FP": 583.64, + "IoU": 0.6133464986572621, + "TN": 96452140.54, + "TP": 2949.74, + "n_pred": 3533.38, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7224264171081869, + "FN": 16881.14, + "FP": 11098.54, + "IoU": 0.5923174832925863, + "TN": 96388004.16, + "TP": 40977.0, + "n_pred": 52075.54, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8350720377977852, + "FN": 19936.4, + "FP": 14100.88, + "IoU": 0.7514595027052337, + "TN": 96304501.82, + "TP": 118421.74, + "n_pred": 132522.62, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7940555963587508, + "FN": 7726.38, + "FP": 10864.44, + "IoU": 0.6976214381702631, + "TN": 96392049.36, + "TP": 46320.66, + "n_pred": 57185.1, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9522868477153257, + "FN": 9551.04, + "FP": 5000.6, + "IoU": 0.9112906580754436, + "TN": 96295118.54, + "TP": 147290.66, + "n_pred": 152291.26, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9561610858543365, + "FN": 6573.78, + "FP": 7755.96, + "IoU": 0.9177436393580307, + "TN": 96285802.3, + "TP": 156828.8, + "n_pred": 164584.76, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7781754615743101, + "FN": 4630.74, + "FP": 4029.92, + "IoU": 0.6972266178805454, + "TN": 96426353.42, + "TP": 21946.76, + "n_pred": 25976.68, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.771603479010147, + "FN": 5733.26, + "FP": 2253.68, + "IoU": 0.6416737629174325, + "TN": 96437555.0, + "TP": 11418.9, + "n_pred": 13672.58, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9673758016013541, + "FN": 54332.94, + "FP": 33618.98, + "IoU": 0.9384364496552118, + "TN": 95064118.24, + "TP": 1304890.68, + "n_pred": 1338509.66, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8782685573485272, + "FN": 35792.88, + "FP": 21807.94, + "IoU": 0.8111409895890388, + "TN": 96096228.24, + "TP": 303131.78, + "n_pred": 324939.72, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9437897546132278, + "FN": 7266.4, + "FP": 8001.7, + "IoU": 0.894445488358698, + "TN": 96316589.96, + "TP": 125102.78, + "n_pred": 133104.48, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8944007486528396, + "FN": 7970.08, + "FP": 7549.42, + "IoU": 0.8129541218904754, + "TN": 96371755.92, + "TP": 69685.42, + "n_pred": 77234.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9455809219442994, + "FN": 3039, + "FP": 7280, + "IoU": 0.896779033710113, + "TN": 119493350, + "TP": 89651, + "n_pred": 96931, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8218400247106683, + "FN": 12809, + "FP": 14300, + "IoU": 0.6975623361410164, + "TN": 119503685, + "TP": 62526, + "n_pred": 76826, + "n_ref": 75335 + }, + "11": { + "Dice": 0.762122729223287, + "FN": 882, + "FP": 781, + "IoU": 0.6156690547723596, + "TN": 119588993, + "TP": 2664, + "n_pred": 3445, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7668557025834909, + "FN": 814, + "FP": 1406, + "IoU": 0.6218702095043434, + "TN": 119587449, + "TP": 3651, + "n_pred": 5057, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6058325663652934, + "FN": 19186, + "FP": 24498, + "IoU": 0.4345479257006019, + "TN": 119516065, + "TP": 33571, + "n_pred": 58069, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3583108121245115, + "FN": 192198, + "FP": 5826, + "IoU": 0.2182573990075441, + "TN": 119340009, + "TP": 55287, + "n_pred": 61113, + "n_ref": 247485 + }, + "15": { + "Dice": 0.005774216356351638, + "FN": 32275, + "FP": 170213, + "IoU": 0.002895467706671394, + "TN": 119390244, + "TP": 588, + "n_pred": 170801, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9583145719592503, + "FN": 4587, + "FP": 7263, + "IoU": 0.9199654196581138, + "TN": 119445259, + "TP": 136211, + "n_pred": 143474, + "n_ref": 140798 + }, + "3": { + "Dice": 0.959057239057239, + "FN": 6595, + "FP": 7389, + "IoU": 0.9213352309483762, + "TN": 119415553, + "TP": 163783, + "n_pred": 171172, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8838057237204183, + "FN": 13469, + "FP": 3421, + "IoU": 0.7918027734976888, + "TN": 119512195, + "TP": 64235, + "n_pred": 67656, + "n_ref": 77704 + }, + "5": { + "Dice": 0.25796114560384537, + "FN": 53960, + "FP": 5320, + "IoU": 0.14808001839503335, + "TN": 119523736, + "TP": 10304, + "n_pred": 15624, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9714295331097825, + "FN": 27492, + "FP": 40414, + "IoU": 0.9444462624391744, + "TN": 118370972, + "TP": 1154442, + "n_pred": 1194856, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 62053, + "IoU": 0.0, + "TN": 119531267, + "TP": 0, + "n_pred": 62053, + "n_ref": 0 + }, + "8": { + "Dice": 0.9168493661576641, + "FN": 23459, + "FP": 24253, + "IoU": 0.8464652445479909, + "TN": 119282563, + "TP": 263045, + "n_pred": 287298, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8735745355228108, + "FN": 11765, + "FP": 6982, + "IoU": 0.7755280425307726, + "TN": 119509804, + "TP": 64769, + "n_pred": 71751, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608190746638217, + "FN": 8898, + "FP": 5755, + "IoU": 0.9245926779814531, + "TN": 72631342, + "TP": 179665, + "n_pred": 185420, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8108465026191839, + "FN": 13191, + "FP": 12591, + "IoU": 0.6818686606944547, + "TN": 72744618, + "TP": 55260, + "n_pred": 67851, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7359254759011745, + "FN": 430, + "FP": 874, + "IoU": 0.5821851970522268, + "TN": 72822539, + "TP": 1817, + "n_pred": 2691, + "n_ref": 2247 + }, + "12": { + "Dice": 0.672566371681416, + "FN": 708, + "FP": 1401, + "IoU": 0.5066666666666667, + "TN": 72821385, + "TP": 2166, + "n_pred": 3567, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7556542896434995, + "FN": 14467, + "FP": 8631, + "IoU": 0.6072703778012037, + "TN": 72766846, + "TP": 35716, + "n_pred": 44347, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9068629595146002, + "FN": 4324, + "FP": 10581, + "IoU": 0.8295967714275915, + "TN": 72738191, + "TP": 72564, + "n_pred": 83145, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8684451238613154, + "FN": 7827, + "FP": 2672, + "IoU": 0.7674794587292095, + "TN": 72780507, + "TP": 34654, + "n_pred": 37326, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9632524122856266, + "FN": 7165, + "FP": 2653, + "IoU": 0.9291098659889094, + "TN": 72687164, + "TP": 128678, + "n_pred": 131331, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9650209061005136, + "FN": 3785, + "FP": 5158, + "IoU": 0.9324061826839499, + "TN": 72693355, + "TP": 123362, + "n_pred": 128520, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8698099670707703, + "FN": 3369, + "FP": 3708, + "IoU": 0.7696139071554138, + "TN": 72794942, + "TP": 23641, + "n_pred": 27349, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8034540533573914, + "FN": 2405, + "FP": 645, + "IoU": 0.6714778112882378, + "TN": 72816376, + "TP": 6234, + "n_pred": 6879, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9651588442124132, + "FN": 38845, + "FP": 45550, + "IoU": 0.932663760824104, + "TN": 71572323, + "TP": 1168942, + "n_pred": 1214492, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9105264714706467, + "FN": 23404, + "FP": 18944, + "IoU": 0.8357490545912926, + "TN": 72567835, + "TP": 215477, + "n_pred": 234421, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9337571497484667, + "FN": 3995, + "FP": 3695, + "IoU": 0.875745285915106, + "TN": 72763771, + "TP": 54199, + "n_pred": 57894, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8709816885388745, + "FN": 12512, + "FP": 6885, + "IoU": 0.7714504536349711, + "TN": 72740790, + "TP": 65473, + "n_pred": 72358, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657039711191335, + "FN": 9126, + "FP": 8696, + "IoU": 0.9336823734729494, + "TN": 71540751, + "TP": 250915, + "n_pred": 259611, + "n_ref": 260041 + }, + "10": { + "Dice": 0.859764350855393, + "FN": 16224, + "FP": 9056, + "IoU": 0.7540233911300523, + "TN": 71706714, + "TP": 77494, + "n_pred": 86550, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7008838579624748, + "FN": 1109, + "FP": 820, + "IoU": 0.5395082358558129, + "TN": 71805299, + "TP": 2260, + "n_pred": 3080, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6122728161031855, + "FN": 3376, + "FP": 592, + "IoU": 0.4412054640191522, + "TN": 71802387, + "TP": 3133, + "n_pred": 3725, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8118193090043899, + "FN": 15450, + "FP": 7012, + "IoU": 0.6832456672260375, + "TN": 71738575, + "TP": 48451, + "n_pred": 55463, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9448960092014709, + "FN": 48977, + "FP": 6214, + "IoU": 0.8955477540051289, + "TN": 71281103, + "TP": 473194, + "n_pred": 479408, + "n_ref": 522171 + }, + "15": { + "Dice": 0.882499040729581, + "FN": 32318, + "FP": 7185, + "IoU": 0.7897076359609897, + "TN": 71621640, + "TP": 148345, + "n_pred": 155530, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9482342086828751, + "FN": 8126, + "FP": 7023, + "IoU": 0.9015640330870647, + "TN": 71655591, + "TP": 138748, + "n_pred": 145771, + "n_ref": 146874 + }, + "3": { + "Dice": 0.953484949438999, + "FN": 6833, + "FP": 10550, + "IoU": 0.911104860773735, + "TN": 71613943, + "TP": 178162, + "n_pred": 188712, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7706702654071075, + "FN": 1126, + "FP": 6521, + "IoU": 0.6269028103044496, + "TN": 71788992, + "TP": 12849, + "n_pred": 19370, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8538269134567283, + "FN": 1809, + "FP": 1113, + "IoU": 0.7449371508379888, + "TN": 71798032, + "TP": 8534, + "n_pred": 9647, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9733874289894039, + "FN": 37211, + "FP": 29006, + "IoU": 0.9481545974361123, + "TN": 70532287, + "TP": 1210984, + "n_pred": 1239990, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9418156643188249, + "FN": 16117, + "FP": 10945, + "IoU": 0.8900298677286304, + "TN": 71563403, + "TP": 219023, + "n_pred": 229968, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9380645080525528, + "FN": 6301, + "FP": 3594, + "IoU": 0.8833535701234247, + "TN": 71724659, + "TP": 74934, + "n_pred": 78528, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8698943384324239, + "FN": 13690, + "FP": 8585, + "IoU": 0.7697460228858498, + "TN": 71712747, + "TP": 74466, + "n_pred": 83051, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971456329183062, + "FN": 5208, + "FP": 7073, + "IoU": 0.9444969200106659, + "TN": 135224243, + "TP": 208986, + "n_pred": 216059, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8458411840686362, + "FN": 13757, + "FP": 12261, + "IoU": 0.7328637726395335, + "TN": 135348114, + "TP": 71378, + "n_pred": 83639, + "n_ref": 85135 + }, + "11": { + "Dice": 0.717611613256642, + "FN": 927, + "FP": 1135, + "IoU": 0.5595899188381034, + "TN": 135440828, + "TP": 2620, + "n_pred": 3755, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7818308319252559, + "FN": 1575, + "FP": 620, + "IoU": 0.6418080939947781, + "TN": 135439382, + "TP": 3933, + "n_pred": 4553, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7801542023727114, + "FN": 7890, + "FP": 10530, + "IoU": 0.6395514940414457, + "TN": 135394407, + "TP": 32683, + "n_pred": 43213, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9104800005556366, + "FN": 11925, + "FP": 13853, + "IoU": 0.8356707550297066, + "TN": 135288642, + "TP": 131090, + "n_pred": 144943, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8105106699224971, + "FN": 13128, + "FP": 4720, + "IoU": 0.6813938128135097, + "TN": 135389491, + "TP": 38171, + "n_pred": 42891, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9639601318626076, + "FN": 10113, + "FP": 4799, + "IoU": 0.9304276423219401, + "TN": 135231172, + "TP": 199426, + "n_pred": 204225, + "n_ref": 209539 + }, + "3": { + "Dice": 0.955091393271861, + "FN": 15977, + "FP": 3855, + "IoU": 0.9140429958391123, + "TN": 135214790, + "TP": 210888, + "n_pred": 214743, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8540644664183896, + "FN": 3588, + "FP": 7776, + "IoU": 0.7452988771096218, + "TN": 135400893, + "TP": 33253, + "n_pred": 41029, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6596358697958664, + "FN": 12501, + "FP": 3539, + "IoU": 0.4921318430801381, + "TN": 135413927, + "TP": 15543, + "n_pred": 19082, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9664876089530252, + "FN": 46417, + "FP": 65648, + "IoU": 0.9351485452186483, + "TN": 133717484, + "TP": 1615961, + "n_pred": 1681609, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9040080986839638, + "FN": 18139, + "FP": 20264, + "IoU": 0.8248310024904896, + "TN": 135226276, + "TP": 180831, + "n_pred": 201095, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9180435426749256, + "FN": 29371, + "FP": 17097, + "IoU": 0.8485032243761533, + "TN": 135138784, + "TP": 260258, + "n_pred": 277355, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8661762794124019, + "FN": 18079, + "FP": 6627, + "IoU": 0.7639426338368638, + "TN": 135340849, + "TP": 79955, + "n_pred": 86582, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256180332674399, + "FN": 9920, + "FP": 29664, + "IoU": 0.8615353402500368, + "TN": 105468127, + "TP": 246294, + "n_pred": 275958, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4685312121989663, + "FN": 28530, + "FP": 43965, + "IoU": 0.3059358544758258, + "TN": 105649555, + "TP": 31955, + "n_pred": 75920, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6975487357652963, + "FN": 662, + "FP": 905, + "IoU": 0.53556609365738, + "TN": 105750631, + "TP": 1807, + "n_pred": 2712, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6898693233277268, + "FN": 1738, + "FP": 659, + "IoU": 0.5265652775034565, + "TN": 105748942, + "TP": 2666, + "n_pred": 3325, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6299810509135673, + "FN": 35355, + "FP": 18149, + "IoU": 0.45983382298008096, + "TN": 105654954, + "TP": 45547, + "n_pred": 63696, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9544362648131915, + "FN": 12345, + "FP": 5276, + "IoU": 0.9128436963650662, + "TN": 105551828, + "TP": 184556, + "n_pred": 189832, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8675420494183392, + "FN": 4180, + "FP": 3073, + "IoU": 0.7660699887114981, + "TN": 105723000, + "TP": 23752, + "n_pred": 26825, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9402230851854912, + "FN": 10646, + "FP": 7441, + "IoU": 0.8871896264602603, + "TN": 105593674, + "TP": 142244, + "n_pred": 149685, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9528848370594535, + "FN": 8197, + "FP": 7948, + "IoU": 0.9100095870864175, + "TN": 105574597, + "TP": 163263, + "n_pred": 171211, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7658038825286212, + "FN": 13161, + "FP": 3777, + "IoU": 0.6204880016132285, + "TN": 105709374, + "TP": 27693, + "n_pred": 31470, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7737465260593139, + "FN": 2203, + "FP": 3740, + "IoU": 0.6309841664079479, + "TN": 105737900, + "TP": 10162, + "n_pred": 13902, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9613395358356536, + "FN": 71100, + "FP": 46771, + "IoU": 0.9255570699026257, + "TN": 104170631, + "TP": 1465503, + "n_pred": 1512274, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8930396112019675, + "FN": 17466, + "FP": 42639, + "IoU": 0.8067493834821443, + "TN": 105442984, + "TP": 250916, + "n_pred": 293555, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9103190817974691, + "FN": 3565, + "FP": 13203, + "IoU": 0.8353996721343661, + "TN": 105652134, + "TP": 85103, + "n_pred": 98306, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8410394095980788, + "FN": 12470, + "FP": 11094, + "IoU": 0.7256842178787208, + "TN": 105668104, + "TP": 62337, + "n_pred": 73431, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677391225073032, + "FN": 9105, + "FP": 7173, + "IoU": 0.9374947201892284, + "TN": 96877454, + "TP": 244148, + "n_pred": 251321, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8371002096152546, + "FN": 13535, + "FP": 25011, + "IoU": 0.7198386452011484, + "TN": 97000295, + "TP": 99039, + "n_pred": 124050, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8243798724309, + "FN": 653, + "FP": 586, + "IoU": 0.7012298046780805, + "TN": 97133733, + "TP": 2908, + "n_pred": 3494, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8394243947007766, + "FN": 843, + "FP": 563, + "IoU": 0.7232828183428459, + "TN": 97132799, + "TP": 3675, + "n_pred": 4238, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7624295860886603, + "FN": 9428, + "FP": 15792, + "IoU": 0.6160696615871759, + "TN": 97072191, + "TP": 40469, + "n_pred": 56261, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9498956552585599, + "FN": 12755, + "FP": 13799, + "IoU": 0.9045726360578443, + "TN": 96859616, + "TP": 251710, + "n_pred": 265509, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7877924346187434, + "FN": 5232, + "FP": 4002, + "IoU": 0.6498824599984834, + "TN": 97111506, + "TP": 17140, + "n_pred": 21142, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9432838646034676, + "FN": 8434, + "FP": 7147, + "IoU": 0.892655873234585, + "TN": 96992730, + "TP": 129569, + "n_pred": 136716, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9454527026599013, + "FN": 9211, + "FP": 8011, + "IoU": 0.896548409961916, + "TN": 96971406, + "TP": 149252, + "n_pred": 157263, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9099188694059147, + "FN": 1420, + "FP": 3743, + "IoU": 0.8347258234898685, + "TN": 97106641, + "TP": 26076, + "n_pred": 29819, + "n_ref": 27496 + }, + "5": { + "Dice": 0.81484870269917, + "FN": 2165, + "FP": 3501, + "IoU": 0.6875482519025036, + "TN": 97119746, + "TP": 12468, + "n_pred": 15969, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9752645873901951, + "FN": 42675, + "FP": 31266, + "IoU": 0.9517233184187348, + "TN": 95606271, + "TP": 1457668, + "n_pred": 1488934, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.947100595174315, + "FN": 11179, + "FP": 15974, + "IoU": 0.8995166972585706, + "TN": 96867656, + "TP": 243071, + "n_pred": 259045, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9280948736978516, + "FN": 7380, + "FP": 11319, + "IoU": 0.8658367713004484, + "TN": 96998505, + "TP": 120676, + "n_pred": 131995, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8521767558437313, + "FN": 6020, + "FP": 15684, + "IoU": 0.7424285578657552, + "TN": 97053616, + "TP": 62560, + "n_pred": 78244, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954920126082552, + "FN": 4311, + "FP": 11664, + "IoU": 0.913729323389479, + "TN": 130581619, + "TP": 169198, + "n_pred": 180862, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8799748885023346, + "FN": 9966, + "FP": 8388, + "IoU": 0.7856742491475548, + "TN": 130681156, + "TP": 67282, + "n_pred": 75670, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7717585426836528, + "FN": 808, + "FP": 1109, + "IoU": 0.6283443195036836, + "TN": 130761634, + "TP": 3241, + "n_pred": 4350, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8183480646144469, + "FN": 643, + "FP": 549, + "IoU": 0.6925457828217694, + "TN": 130762915, + "TP": 2685, + "n_pred": 3234, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8446416188351672, + "FN": 10819, + "FP": 7776, + "IoU": 0.7310646052384189, + "TN": 130697649, + "TP": 50548, + "n_pred": 58324, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9450798683087428, + "FN": 4415, + "FP": 13601, + "IoU": 0.895878123771875, + "TN": 130593764, + "TP": 155012, + "n_pred": 168613, + "n_ref": 159427 + }, + "15": { + "Dice": 0.858649315683195, + "FN": 2001, + "FP": 6819, + "IoU": 0.7523098093178691, + "TN": 130731183, + "TP": 26789, + "n_pred": 33608, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9581696833200583, + "FN": 9344, + "FP": 4363, + "IoU": 0.9196984076768955, + "TN": 130596098, + "TP": 156987, + "n_pred": 161350, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9551535204753264, + "FN": 4972, + "FP": 10154, + "IoU": 0.9141568059930195, + "TN": 130590587, + "TP": 161079, + "n_pred": 171233, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9087212377677863, + "FN": 2449, + "FP": 3073, + "IoU": 0.8327122905874156, + "TN": 130733783, + "TP": 27487, + "n_pred": 30560, + "n_ref": 29936 + }, + "5": { + "Dice": 0.749945314208931, + "FN": 7310, + "FP": 8694, + "IoU": 0.5999300052496063, + "TN": 130726789, + "TP": 23999, + "n_pred": 32693, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9668285711021406, + "FN": 25445, + "FP": 64560, + "IoU": 0.9357871734156543, + "TN": 129365125, + "TP": 1311662, + "n_pred": 1376222, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9274054594271418, + "FN": 25187, + "FP": 40623, + "IoU": 0.864637497531758, + "TN": 130280616, + "TP": 420366, + "n_pred": 460989, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9069072164948454, + "FN": 10293, + "FP": 34857, + "IoU": 0.8296708478732434, + "TN": 130501717, + "TP": 219925, + "n_pred": 254782, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8979746605053743, + "FN": 13222, + "FP": 6958, + "IoU": 0.8148403020543734, + "TN": 130657805, + "TP": 88807, + "n_pred": 95765, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9212971476688702, + "FN": 10469, + "FP": 22057, + "IoU": 0.8540787165602667, + "TN": 72013107, + "TP": 190375, + "n_pred": 212432, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5933713471133286, + "FN": 32693, + "FP": 8383, + "IoU": 0.42183937167468966, + "TN": 72164962, + "TP": 29970, + "n_pred": 38353, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7000211999152003, + "FN": 1036, + "FP": 379, + "IoU": 0.5384866275277235, + "TN": 72232942, + "TP": 1651, + "n_pred": 2030, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6837060702875399, + "FN": 1717, + "FP": 461, + "IoU": 0.5194174757281553, + "TN": 72231476, + "TP": 2354, + "n_pred": 2815, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5905669844455594, + "FN": 37482, + "FP": 8214, + "IoU": 0.4190103239587042, + "TN": 72157356, + "TP": 32956, + "n_pred": 41170, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4940185810891998, + "FN": 22452, + "FP": 82823, + "IoU": 0.3280376337222662, + "TN": 72079340, + "TP": 51393, + "n_pred": 134216, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7095938256999605, + "FN": 3124, + "FP": 17496, + "IoU": 0.5498995896271719, + "TN": 72190196, + "TP": 25192, + "n_pred": 42688, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9266005366876983, + "FN": 11791, + "FP": 6508, + "IoU": 0.8632392397778824, + "TN": 72102205, + "TP": 115504, + "n_pred": 122012, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9268061939917351, + "FN": 8561, + "FP": 16661, + "IoU": 0.8635962943533776, + "TN": 72051101, + "TP": 159685, + "n_pred": 176346, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 44066, + "IoU": 0.0, + "TN": 72191942, + "TP": 0, + "n_pred": 44066, + "n_ref": 0 + }, + "5": { + "Dice": 0.7985340825800147, + "FN": 56, + "FP": 4067, + "IoU": 0.6646331543842525, + "TN": 72223714, + "TP": 8171, + "n_pred": 12238, + "n_ref": 8227 + }, + "6": { + "Dice": 0.924218008568717, + "FN": 163984, + "FP": 57046, + "IoU": 0.859112734671347, + "TN": 70667165, + "TP": 1347813, + "n_pred": 1404859, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6866468240117279, + "FN": 122867, + "FP": 74637, + "IoU": 0.5228196318899826, + "TN": 71822110, + "TP": 216394, + "n_pred": 291031, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9324779949276444, + "FN": 5075, + "FP": 3977, + "IoU": 0.8734976801386327, + "TN": 72164452, + "TP": 62504, + "n_pred": 66481, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7074272119371268, + "FN": 18993, + "FP": 6340, + "IoU": 0.547301644031451, + "TN": 72180048, + "TP": 30627, + "n_pred": 36967, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9153571248239762, + "FN": 7414, + "FP": 7673, + "IoU": 0.8439248952568148, + "TN": 52456455, + "TP": 81578, + "n_pred": 89251, + "n_ref": 88992 + }, + "10": { + "Dice": 0.3692964244521338, + "FN": 31175, + "FP": 23507, + "IoU": 0.2264644721393105, + "TN": 52482429, + "TP": 16009, + "n_pred": 39516, + "n_ref": 47184 + }, + "11": { + "Dice": 0.13949649195212546, + "FN": 1873, + "FP": 212, + "IoU": 0.07497781721384206, + "TN": 52550866, + "TP": 169, + "n_pred": 381, + "n_ref": 2042 + }, + "12": { + "Dice": 0.4227330779054917, + "FN": 2742, + "FP": 874, + "IoU": 0.2680161943319838, + "TN": 52548180, + "TP": 1324, + "n_pred": 2198, + "n_ref": 4066 + }, + "13": { + "Dice": 0.36733284214404127, + "FN": 13638, + "FP": 13840, + "IoU": 0.2249894232125229, + "TN": 52517665, + "TP": 7977, + "n_pred": 21817, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8630327776672405, + "FN": 5955, + "FP": 9878, + "IoU": 0.7590656623297573, + "TN": 52487405, + "TP": 49882, + "n_pred": 59760, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1349409328948971, + "FN": 18621, + "FP": 66615, + "IoU": 0.0723520961211963, + "TN": 52461236, + "TP": 6648, + "n_pred": 73263, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7990353146793235, + "FN": 41811, + "FP": 5103, + "IoU": 0.6653279021822099, + "TN": 52412941, + "TP": 93265, + "n_pred": 98368, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8545933077550021, + "FN": 10452, + "FP": 34685, + "IoU": 0.7461046923691346, + "TN": 52375342, + "TP": 132641, + "n_pred": 167326, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 815, + "IoU": 0.0, + "TN": 52550425, + "TP": 0, + "n_pred": 815, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7844011142061281, + "FN": 1354, + "FP": 1355, + "IoU": 0.6452795600366636, + "TN": 52545483, + "TP": 4928, + "n_pred": 6283, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9369856363594616, + "FN": 58684, + "FP": 37371, + "IoU": 0.881442121958294, + "TN": 51742925, + "TP": 714140, + "n_pred": 751511, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5676319125472803, + "FN": 110450, + "FP": 15405, + "IoU": 0.39628913651430187, + "TN": 52344651, + "TP": 82614, + "n_pred": 98019, + "n_ref": 193064 + }, + "8": { + "Dice": 0.906605315520182, + "FN": 8501, + "FP": 2013, + "IoU": 0.8291656511495653, + "TN": 52491575, + "TP": 51031, + "n_pred": 53044, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8514369151994133, + "FN": 13073, + "FP": 9616, + "IoU": 0.7413061820171938, + "TN": 52465414, + "TP": 65017, + "n_pred": 74633, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731689730960014, + "FN": 12661, + "FP": 2782, + "IoU": 0.9477401321132709, + "TN": 143841746, + "TP": 280061, + "n_pred": 282843, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8847143964848798, + "FN": 12705, + "FP": 9597, + "IoU": 0.793262634877081, + "TN": 144029374, + "TP": 85574, + "n_pred": 95171, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7002786485545106, + "FN": 2598, + "FP": 844, + "IoU": 0.538791370762428, + "TN": 144129787, + "TP": 4021, + "n_pred": 4865, + "n_ref": 6619 + }, + "12": { + "Dice": 0.7073590444376961, + "FN": 2152, + "FP": 739, + "IoU": 0.5472200469851214, + "TN": 144130865, + "TP": 3494, + "n_pred": 4233, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8694754374601258, + "FN": 15035, + "FP": 11766, + "IoU": 0.7690902668286421, + "TN": 144021183, + "TP": 89266, + "n_pred": 101032, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9616529466015391, + "FN": 15947, + "FP": 15487, + "IoU": 0.9261382728001146, + "TN": 143711671, + "TP": 394145, + "n_pred": 409632, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8391484209464232, + "FN": 1874, + "FP": 6097, + "IoU": 0.7228731356256302, + "TN": 144108487, + "TP": 20792, + "n_pred": 26889, + "n_ref": 22666 + }, + "2": { + "Dice": 0.962693112546629, + "FN": 5775, + "FP": 4476, + "IoU": 0.9280697199553725, + "TN": 143994737, + "TP": 132262, + "n_pred": 136738, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9612191379231368, + "FN": 6322, + "FP": 7224, + "IoU": 0.9253338918868268, + "TN": 143955829, + "TP": 167875, + "n_pred": 175099, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9243407155665293, + "FN": 1941, + "FP": 6118, + "IoU": 0.8593248149699763, + "TN": 144079962, + "TP": 49229, + "n_pred": 55347, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7728987633619786, + "FN": 10007, + "FP": 2995, + "IoU": 0.629857374669058, + "TN": 144102123, + "TP": 22125, + "n_pred": 25120, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9772703496485401, + "FN": 36760, + "FP": 24727, + "IoU": 0.9555510093138516, + "TN": 142753934, + "TP": 1321829, + "n_pred": 1346556, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9430148695574748, + "FN": 16059, + "FP": 12101, + "IoU": 0.8921742060483532, + "TN": 143876088, + "TP": 233002, + "n_pred": 245103, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9009688332133108, + "FN": 13926, + "FP": 33380, + "IoU": 0.8197846070621759, + "TN": 143874753, + "TP": 215191, + "n_pred": 248571, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8935252922339955, + "FN": 8657, + "FP": 11792, + "IoU": 0.8075424462598351, + "TN": 144030998, + "TP": 85803, + "n_pred": 97595, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657939367744542, + "FN": 8436, + "FP": 6126, + "IoU": 0.9338505846332755, + "TN": 111558782, + "TP": 205576, + "n_pred": 211702, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6935274115611764, + "FN": 16938, + "FP": 8749, + "IoU": 0.5308396193676828, + "TN": 111724169, + "TP": 29064, + "n_pred": 37813, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7301068883610451, + "FN": 1336, + "FP": 482, + "IoU": 0.574935702595277, + "TN": 111774643, + "TP": 2459, + "n_pred": 2941, + "n_ref": 3795 + }, + "12": { + "Dice": 0.685877395677586, + "FN": 2137, + "FP": 174, + "IoU": 0.5219280099296649, + "TN": 111774086, + "TP": 2523, + "n_pred": 2697, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7443163097199341, + "FN": 14540, + "FP": 11844, + "IoU": 0.5927578063500394, + "TN": 111714133, + "TP": 38403, + "n_pred": 50247, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8786555949280621, + "FN": 9653, + "FP": 13085, + "IoU": 0.7835733526237139, + "TN": 111673859, + "TP": 82323, + "n_pred": 95408, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7248706485155976, + "FN": 3517, + "FP": 1960, + "IoU": 0.568468326504885, + "TN": 111766228, + "TP": 7215, + "n_pred": 9175, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9646303820016349, + "FN": 8649, + "FP": 5846, + "IoU": 0.9316773113996842, + "TN": 111566765, + "TP": 197660, + "n_pred": 203506, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9376528405740122, + "FN": 3816, + "FP": 4113, + "IoU": 0.8826237565135007, + "TN": 111711368, + "TP": 59623, + "n_pred": 63736, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8792465880975817, + "FN": 2154, + "FP": 2385, + "IoU": 0.7845138625142423, + "TN": 111757856, + "TP": 16525, + "n_pred": 18910, + "n_ref": 18679 + }, + "5": { + "Dice": 0.7493900866771129, + "FN": 7525, + "FP": 5110, + "IoU": 0.5992196916830552, + "TN": 111747394, + "TP": 18891, + "n_pred": 24001, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9722064498279692, + "FN": 25937, + "FP": 43179, + "IoU": 0.9459160836972001, + "TN": 110500980, + "TP": 1208824, + "n_pred": 1252003, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9181435442454998, + "FN": 27073, + "FP": 10607, + "IoU": 0.8486740910606067, + "TN": 111529921, + "TP": 211319, + "n_pred": 221926, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9168295839158437, + "FN": 30336, + "FP": 14461, + "IoU": 0.8464315220409521, + "TN": 111487213, + "TP": 246910, + "n_pred": 261371, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8820718437543342, + "FN": 10381, + "FP": 8325, + "IoU": 0.7890237300369936, + "TN": 111690256, + "TP": 69958, + "n_pred": 78283, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8950755511378558, + "FN": 6917, + "FP": 30240, + "IoU": 0.8100785099466378, + "TN": 198892231, + "TP": 158487, + "n_pred": 188727, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7778214226481962, + "FN": 18573, + "FP": 6880, + "IoU": 0.6364220720785064, + "TN": 199017868, + "TP": 44554, + "n_pred": 51434, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7335522315456646, + "FN": 1419, + "FP": 772, + "IoU": 0.5792202803917803, + "TN": 199082668, + "TP": 3016, + "n_pred": 3788, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7523809523809524, + "FN": 1044, + "FP": 464, + "IoU": 0.6030534351145038, + "TN": 199084076, + "TP": 2291, + "n_pred": 2755, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5036721553372011, + "FN": 20575, + "FP": 9025, + "IoU": 0.3366054819695645, + "TN": 199043256, + "TP": 15019, + "n_pred": 24044, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6644758623226613, + "FN": 19853, + "FP": 7510, + "IoU": 0.49753938815233756, + "TN": 199033417, + "TP": 27095, + "n_pred": 34605, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8831329477947085, + "FN": 26477, + "FP": 3189, + "IoU": 0.7907234312722655, + "TN": 198946120, + "TP": 112089, + "n_pred": 115278, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9424252461682074, + "FN": 4390, + "FP": 10906, + "IoU": 0.8911192733692093, + "TN": 198947391, + "TP": 125188, + "n_pred": 136094, + "n_ref": 129578 + }, + "3": { + "Dice": 0.957812602356846, + "FN": 7240, + "FP": 4352, + "IoU": 0.9190406682357543, + "TN": 198944692, + "TP": 131591, + "n_pred": 135943, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8634897067641264, + "FN": 1999, + "FP": 2782, + "IoU": 0.7597728871470204, + "TN": 199067973, + "TP": 15121, + "n_pred": 17903, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6343475698644583, + "FN": 9842, + "FP": 1947, + "IoU": 0.46450147626618216, + "TN": 199065860, + "TP": 10226, + "n_pred": 12173, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9611079013253497, + "FN": 57096, + "FP": 31760, + "IoU": 0.9251277419006916, + "TN": 197901107, + "TP": 1097912, + "n_pred": 1129672, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.906749486706344, + "FN": 16620, + "FP": 12084, + "IoU": 0.8294068703197433, + "TN": 198919615, + "TP": 139556, + "n_pred": 151640, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9134436624394131, + "FN": 8296, + "FP": 12562, + "IoU": 0.8406776812789782, + "TN": 198956958, + "TP": 110059, + "n_pred": 122621, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9181991306749626, + "FN": 8656, + "FP": 8225, + "IoU": 0.8487690819178672, + "TN": 198976251, + "TP": 94743, + "n_pred": 102968, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9433512585245568, + "FN": 12986, + "FP": 7598, + "IoU": 0.8927765883744068, + "TN": 130883219, + "TP": 171389, + "n_pred": 178987, + "n_ref": 184375 + }, + "10": { + "Dice": 0.846633064395009, + "FN": 12257, + "FP": 13272, + "IoU": 0.7340535247361787, + "TN": 130979199, + "TP": 70464, + "n_pred": 83736, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7334143377885783, + "FN": 1053, + "FP": 1141, + "IoU": 0.579048349961627, + "TN": 131069980, + "TP": 3018, + "n_pred": 4159, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7709068271425606, + "FN": 920, + "FP": 1288, + "IoU": 0.627215937869323, + "TN": 131069269, + "TP": 3715, + "n_pred": 5003, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6362751047944335, + "FN": 45076, + "FP": 6466, + "IoU": 0.46657145222718993, + "TN": 130978568, + "TP": 45082, + "n_pred": 51548, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8927976861116249, + "FN": 3521, + "FP": 9229, + "IoU": 0.8063546064821846, + "TN": 131009350, + "TP": 53092, + "n_pred": 62321, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8376254154262943, + "FN": 989, + "FP": 9320, + "IoU": 0.7206157348437627, + "TN": 131038293, + "TP": 26590, + "n_pred": 35910, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9352198495741826, + "FN": 7998, + "FP": 13095, + "IoU": 0.8783220171790183, + "TN": 130901841, + "TP": 152258, + "n_pred": 165353, + "n_ref": 160256 + }, + "3": { + "Dice": 0.946368448261836, + "FN": 9757, + "FP": 10680, + "IoU": 0.8981967621419676, + "TN": 130874442, + "TP": 180313, + "n_pred": 190993, + "n_ref": 190070 + }, + "4": { + "Dice": 0.869818643292458, + "FN": 14135, + "FP": 3509, + "IoU": 0.7696274921986186, + "TN": 130998603, + "TP": 58945, + "n_pred": 62454, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8236841169989694, + "FN": 3111, + "FP": 1850, + "IoU": 0.7002235784639556, + "TN": 131058643, + "TP": 11588, + "n_pred": 13438, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9723765203508945, + "FN": 50027, + "FP": 30535, + "IoU": 0.9462381306068681, + "TN": 129576695, + "TP": 1417935, + "n_pred": 1448470, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9069936105608921, + "FN": 46828, + "FP": 102956, + "IoU": 0.8298154698128792, + "TN": 130195065, + "TP": 730343, + "n_pred": 833299, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8736538510498234, + "FN": 8081, + "FP": 26658, + "IoU": 0.775653072427266, + "TN": 130920347, + "TP": 120106, + "n_pred": 146764, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7621020305339848, + "FN": 17896, + "FP": 11851, + "IoU": 0.6156420394345815, + "TN": 130997798, + "TP": 47647, + "n_pred": 59498, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798089564741882, + "FN": 5004, + "FP": 3673, + "IoU": 0.9604171323519349, + "TN": 101397989, + "TP": 210534, + "n_pred": 214207, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8497136913810248, + "FN": 8651, + "FP": 4498, + "IoU": 0.7386975616541802, + "TN": 101566879, + "TP": 37172, + "n_pred": 41670, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8427511133102424, + "FN": 701, + "FP": 888, + "IoU": 0.7282367025825209, + "TN": 101611353, + "TP": 4258, + "n_pred": 5146, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7936703658035348, + "FN": 1628, + "FP": 380, + "IoU": 0.6579216354344123, + "TN": 101611330, + "TP": 3862, + "n_pred": 4242, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9056199091318407, + "FN": 4771, + "FP": 6758, + "IoU": 0.8275186260135843, + "TN": 101550358, + "TP": 55313, + "n_pred": 62071, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9348218607617306, + "FN": 936, + "FP": 7547, + "IoU": 0.8776202086068353, + "TN": 101547883, + "TP": 60834, + "n_pred": 68381, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8931152204836416, + "FN": 1873, + "FP": 5641, + "IoU": 0.8068727992392114, + "TN": 101578293, + "TP": 31393, + "n_pred": 37034, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9780092187408833, + "FN": 4722, + "FP": 2816, + "IoU": 0.9569648148253872, + "TN": 101442041, + "TP": 167621, + "n_pred": 170437, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9778497144453501, + "FN": 3210, + "FP": 4481, + "IoU": 0.9566594347862839, + "TN": 101439745, + "TP": 169764, + "n_pred": 174245, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9263395509088749, + "FN": 619, + "FP": 1861, + "IoU": 0.862786322894766, + "TN": 101599126, + "TP": 15594, + "n_pred": 17455, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8227850301587025, + "FN": 6704, + "FP": 3491, + "IoU": 0.6989250487271869, + "TN": 101583338, + "TP": 23667, + "n_pred": 27158, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9864055628927147, + "FN": 29471, + "FP": 11991, + "IoU": 0.9731757858772732, + "TN": 100071507, + "TP": 1504231, + "n_pred": 1516222, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9690517307178568, + "FN": 21559, + "FP": 4391, + "IoU": 0.9399615476270351, + "TN": 101184977, + "TP": 406273, + "n_pred": 410664, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9649629795040874, + "FN": 11559, + "FP": 4445, + "IoU": 0.9322980341724869, + "TN": 101380811, + "TP": 220385, + "n_pred": 224830, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9449731221850937, + "FN": 2947, + "FP": 6143, + "IoU": 0.8956863015113437, + "TN": 101530059, + "TP": 78051, + "n_pred": 84194, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744723131902139, + "FN": 6122, + "FP": 4643, + "IoU": 0.9502155092678235, + "TN": 118965980, + "TP": 205467, + "n_pred": 210110, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8900687504340306, + "FN": 10255, + "FP": 7158, + "IoU": 0.8019134075034696, + "TN": 119094306, + "TP": 70493, + "n_pred": 77651, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7140917730111322, + "FN": 1408, + "FP": 698, + "IoU": 0.5553209459459459, + "TN": 119177476, + "TP": 2630, + "n_pred": 3328, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6924017942095964, + "FN": 1588, + "FP": 675, + "IoU": 0.5295218295218295, + "TN": 119177402, + "TP": 2547, + "n_pred": 3222, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7915127146272549, + "FN": 3941, + "FP": 11407, + "IoU": 0.654961557483926, + "TN": 119137730, + "TP": 29134, + "n_pred": 40541, + "n_ref": 33075 + }, + "14": { + "Dice": 0.047487724490482275, + "FN": 64102, + "FP": 6703, + "IoU": 0.024321344908364337, + "TN": 119109642, + "TP": 1765, + "n_pred": 8468, + "n_ref": 65867 + }, + "15": { + "Dice": 0.595087121010284, + "FN": 9552, + "FP": 5646, + "IoU": 0.4235758173405143, + "TN": 119155846, + "TP": 11168, + "n_pred": 16814, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9516336296720652, + "FN": 12422, + "FP": 5983, + "IoU": 0.9077300232116269, + "TN": 118982743, + "TP": 181064, + "n_pred": 187047, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9655955336917024, + "FN": 10726, + "FP": 2548, + "IoU": 0.933479664040732, + "TN": 118982664, + "TP": 186274, + "n_pred": 188822, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8793720930232558, + "FN": 5524, + "FP": 4850, + "IoU": 0.7847137194679062, + "TN": 119134025, + "TP": 37813, + "n_pred": 42663, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9059173134069992, + "FN": 2022, + "FP": 1239, + "IoU": 0.8280154000316439, + "TN": 119163251, + "TP": 15700, + "n_pred": 16939, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9736528932772684, + "FN": 51459, + "FP": 39866, + "IoU": 0.9486584868800157, + "TN": 117403437, + "TP": 1687450, + "n_pred": 1727316, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9562675645127694, + "FN": 17584, + "FP": 8030, + "IoU": 0.9161999110110712, + "TN": 118876556, + "TP": 280042, + "n_pred": 288072, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9624667794153177, + "FN": 2491, + "FP": 3723, + "IoU": 0.9276491203558164, + "TN": 119096325, + "TP": 79673, + "n_pred": 83396, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9413383142103234, + "FN": 6145, + "FP": 3748, + "IoU": 0.8891776540568395, + "TN": 119092943, + "TP": 79376, + "n_pred": 83124, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39139, + "IoU": 0.0, + "TN": 61293341, + "TP": 0, + "n_pred": 39139, + "n_ref": 0 + }, + "10": { + "Dice": 0.8070697879615077, + "FN": 5158, + "FP": 8836, + "IoU": 0.6765440088757396, + "TN": 61289216, + "TP": 29270, + "n_pred": 38106, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8506263294729378, + "FN": 265, + "FP": 999, + "IoU": 0.7400781410651861, + "TN": 61327617, + "TP": 3599, + "n_pred": 4598, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8211740041928721, + "FN": 933, + "FP": 773, + "IoU": 0.6966032367063845, + "TN": 61326857, + "TP": 3917, + "n_pred": 4690, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6712984096262348, + "FN": 15931, + "FP": 20073, + "IoU": 0.5052288749330072, + "TN": 61259711, + "TP": 36765, + "n_pred": 56838, + "n_ref": 52696 + }, + "14": { + "Dice": 0.95994709545653, + "FN": 7838, + "FP": 14087, + "IoU": 0.9229791016043533, + "TN": 61047817, + "TP": 262738, + "n_pred": 276825, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8443751524397535, + "FN": 9949, + "FP": 22592, + "IoU": 0.7306654527396127, + "TN": 61211660, + "TP": 88279, + "n_pred": 110871, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9641753091344236, + "FN": 6242, + "FP": 5254, + "IoU": 0.9308286601362247, + "TN": 61166284, + "TP": 154700, + "n_pred": 159954, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9623130308023831, + "FN": 7178, + "FP": 2336, + "IoU": 0.9273635107381987, + "TN": 61201499, + "TP": 121467, + "n_pred": 123803, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9538432687123467, + "FN": 1499, + "FP": 2439, + "IoU": 0.911759433539482, + "TN": 61287852, + "TP": 40690, + "n_pred": 43129, + "n_ref": 42189 + }, + "5": { + "Dice": 0.826268726048078, + "FN": 1457, + "FP": 1535, + "IoU": 0.7039675472444841, + "TN": 61322373, + "TP": 7115, + "n_pred": 8650, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9766037178778514, + "FN": 28532, + "FP": 27889, + "IoU": 0.9542771797575161, + "TN": 60098501, + "TP": 1177558, + "n_pred": 1205447, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5805448351875223, + "FN": 117055, + "FP": 8912, + "IoU": 0.40899131552648743, + "TN": 61119341, + "TP": 87172, + "n_pred": 96084, + "n_ref": 204227 + }, + "8": { + "Dice": 0.945278317576509, + "FN": 2924, + "FP": 6256, + "IoU": 0.8962348393222485, + "TN": 61244011, + "TP": 79289, + "n_pred": 85545, + "n_ref": 82213 + }, + "9": { + "Dice": 0.86655663915979, + "FN": 5618, + "FP": 12170, + "IoU": 0.7645345758763105, + "TN": 61256936, + "TP": 57756, + "n_pred": 69926, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793726627145508, + "FN": 3524, + "FP": 3790, + "IoU": 0.959579100947244, + "TN": 148926554, + "TP": 173632, + "n_pred": 177422, + "n_ref": 177156 + }, + "10": { + "Dice": 0.894222040203406, + "FN": 7298, + "FP": 8199, + "IoU": 0.808681374304021, + "TN": 149026499, + "TP": 65504, + "n_pred": 73703, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8303116724383784, + "FN": 566, + "FP": 267, + "IoU": 0.7098571926158133, + "TN": 149104629, + "TP": 2038, + "n_pred": 2305, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7155773701885818, + "FN": 712, + "FP": 389, + "IoU": 0.5571198712791633, + "TN": 149105014, + "TP": 1385, + "n_pred": 1774, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7952205652960629, + "FN": 20642, + "FP": 12178, + "IoU": 0.6600548966803045, + "TN": 149010955, + "TP": 63725, + "n_pred": 75903, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9257938016550445, + "FN": 4181, + "FP": 10068, + "IoU": 0.8618399363934299, + "TN": 149004366, + "TP": 88885, + "n_pred": 98953, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8896339618836342, + "FN": 2753, + "FP": 6003, + "IoU": 0.8012078281796304, + "TN": 149063454, + "TP": 35290, + "n_pred": 41293, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9772112907263802, + "FN": 2824, + "FP": 4367, + "IoU": 0.9554380898674483, + "TN": 148946129, + "TP": 154180, + "n_pred": 158547, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8702577534828987, + "FN": 2773, + "FP": 14316, + "IoU": 0.7703153141044595, + "TN": 149033098, + "TP": 57313, + "n_pred": 71629, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9402526459542506, + "FN": 1047, + "FP": 2103, + "IoU": 0.8872422680412371, + "TN": 149079564, + "TP": 24786, + "n_pred": 26889, + "n_ref": 25833 + }, + "5": { + "Dice": 0.5250936974970921, + "FN": 21527, + "FP": 521, + "IoU": 0.3560183427286269, + "TN": 149073263, + "TP": 12189, + "n_pred": 12710, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9763614615500236, + "FN": 21254, + "FP": 31274, + "IoU": 0.9538146766420681, + "TN": 147970169, + "TP": 1084803, + "n_pred": 1116077, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9460141869178255, + "FN": 19607, + "FP": 9557, + "IoU": 0.8975587481119814, + "TN": 148822810, + "TP": 255526, + "n_pred": 265083, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9687504815661964, + "FN": 9041, + "FP": 5154, + "IoU": 0.939394845039514, + "TN": 148873279, + "TP": 220026, + "n_pred": 225180, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9086518640673773, + "FN": 10347, + "FP": 5163, + "IoU": 0.8325957906098219, + "TN": 149014850, + "TP": 77140, + "n_pred": 82303, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810488976978677, + "FN": 16170, + "FP": 3106, + "IoU": 0.9628027247640918, + "TN": 100194590, + "TP": 498934, + "n_pred": 502040, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6551866338427702, + "FN": 12256, + "FP": 15337, + "IoU": 0.48719521260779064, + "TN": 100658992, + "TP": 26215, + "n_pred": 41552, + "n_ref": 38471 + }, + "11": { + "Dice": 0.607681755829904, + "FN": 1266, + "FP": 1594, + "IoU": 0.43645320197044335, + "TN": 100707725, + "TP": 2215, + "n_pred": 3809, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5963368464135884, + "FN": 2959, + "FP": 986, + "IoU": 0.42484327161393787, + "TN": 100705941, + "TP": 2914, + "n_pred": 3900, + "n_ref": 5873 + }, + "13": { + "Dice": 0.009412955465587045, + "FN": 38969, + "FP": 179, + "IoU": 0.004728733411298113, + "TN": 100673466, + "TP": 186, + "n_pred": 365, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8350388943433276, + "FN": 21214, + "FP": 31208, + "IoU": 0.7167955138490462, + "TN": 100527697, + "TP": 132681, + "n_pred": 163889, + "n_ref": 153895 + }, + "15": { + "Dice": 0.910258113073892, + "FN": 2746, + "FP": 15497, + "IoU": 0.8352969854554319, + "TN": 100602037, + "TP": 92520, + "n_pred": 108017, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8638670088453342, + "FN": 48523, + "FP": 9668, + "IoU": 0.7603572958191942, + "TN": 100469976, + "TP": 184633, + "n_pred": 194301, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8859974542348469, + "FN": 12344, + "FP": 42110, + "IoU": 0.7953280336772471, + "TN": 100446745, + "TP": 211601, + "n_pred": 253711, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7143125563683735, + "FN": 627, + "FP": 44987, + "IoU": 0.555588031839749, + "TN": 100610161, + "TP": 57025, + "n_pred": 102012, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7041096843790235, + "FN": 6356, + "FP": 2147, + "IoU": 0.5433404940923738, + "TN": 100694180, + "TP": 10117, + "n_pred": 12264, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9540464412133622, + "FN": 111905, + "FP": 77505, + "IoU": 0.912130785538994, + "TN": 98557210, + "TP": 1966180, + "n_pred": 2043685, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7565088939496523, + "FN": 12515, + "FP": 90341, + "IoU": 0.6083749938128, + "TN": 100450161, + "TP": 159783, + "n_pred": 250124, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9472761439356141, + "FN": 4425, + "FP": 6882, + "IoU": 0.8998334544037137, + "TN": 100599918, + "TP": 101575, + "n_pred": 108457, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8379483116217287, + "FN": 11962, + "FP": 22807, + "IoU": 0.7210938377372414, + "TN": 100588138, + "TP": 89893, + "n_pred": 112700, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716746206366118, + "FN": 770, + "FP": 3723, + "IoU": 0.9449096950598967, + "TN": 78869143, + "TP": 77064, + "n_pred": 80787, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7748013838180798, + "FN": 10613, + "FP": 5856, + "IoU": 0.6323883928571429, + "TN": 78905900, + "TP": 28331, + "n_pred": 34187, + "n_ref": 38944 + }, + "11": { + "Dice": 0.654301499605367, + "FN": 539, + "FP": 337, + "IoU": 0.48621700879765395, + "TN": 78948995, + "TP": 829, + "n_pred": 1166, + "n_ref": 1368 + }, + "12": { + "Dice": 0.4863123993558776, + "FN": 1503, + "FP": 730, + "IoU": 0.32127659574468087, + "TN": 78947410, + "TP": 1057, + "n_pred": 1787, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6474426302555778, + "FN": 28892, + "FP": 4339, + "IoU": 0.4786803463855422, + "TN": 78886956, + "TP": 30513, + "n_pred": 34852, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6015360702203529, + "FN": 14111, + "FP": 3321, + "IoU": 0.4301405688133377, + "TN": 78920110, + "TP": 13158, + "n_pred": 16479, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9199950639628152, + "FN": 3204, + "FP": 6521, + "IoU": 0.8518433881779403, + "TN": 78885060, + "TP": 55915, + "n_pred": 62436, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9635849810164658, + "FN": 4821, + "FP": 2382, + "IoU": 0.9297288859838249, + "TN": 78848197, + "TP": 95300, + "n_pred": 97682, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9621993127147767, + "FN": 1657, + "FP": 4866, + "IoU": 0.9271523178807947, + "TN": 78861157, + "TP": 83020, + "n_pred": 87886, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8945001729505362, + "FN": 319, + "FP": 3646, + "IoU": 0.809136420525657, + "TN": 78929926, + "TP": 16809, + "n_pred": 20455, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5369149237428699, + "FN": 21526, + "FP": 1368, + "IoU": 0.36697450644251506, + "TN": 78914534, + "TP": 13272, + "n_pred": 14640, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9691511956928245, + "FN": 20362, + "FP": 23356, + "IoU": 0.940148731456484, + "TN": 78220256, + "TP": 686726, + "n_pred": 710082, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9340455800679742, + "FN": 68819, + "FP": 23300, + "IoU": 0.8762528327689065, + "TN": 78206287, + "TP": 652294, + "n_pred": 675594, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9345350389731539, + "FN": 39584, + "FP": 1259, + "IoU": 0.8771147556767068, + "TN": 78618333, + "TP": 291524, + "n_pred": 292783, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7607726306092649, + "FN": 18233, + "FP": 6178, + "IoU": 0.6139088349729541, + "TN": 78887474, + "TP": 38815, + "n_pred": 44993, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816431243484127, + "FN": 4138, + "FP": 1250, + "IoU": 0.9639480498624967, + "TN": 104854989, + "TP": 144063, + "n_pred": 145313, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9053456086511764, + "FN": 9793, + "FP": 6400, + "IoU": 0.8270606830852041, + "TN": 104910806, + "TP": 77441, + "n_pred": 83841, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8818204061658919, + "FN": 727, + "FP": 239, + "IoU": 0.7886214442013129, + "TN": 104999870, + "TP": 3604, + "n_pred": 3843, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7393212718124398, + "FN": 1380, + "FP": 1055, + "IoU": 0.5864470108695652, + "TN": 104998552, + "TP": 3453, + "n_pred": 4508, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8923248327190522, + "FN": 8939, + "FP": 7684, + "IoU": 0.8055834951229212, + "TN": 104918938, + "TP": 68879, + "n_pred": 76563, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9577155484962536, + "FN": 741, + "FP": 5382, + "IoU": 0.91886197392134, + "TN": 104928976, + "TP": 69341, + "n_pred": 74723, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9154608383281871, + "FN": 1679, + "FP": 2510, + "IoU": 0.8441012281354671, + "TN": 104977570, + "TP": 22681, + "n_pred": 25191, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9496422549332361, + "FN": 14465, + "FP": 2110, + "IoU": 0.9041131551544602, + "TN": 104831580, + "TP": 156285, + "n_pred": 158395, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9566041636846542, + "FN": 3172, + "FP": 10471, + "IoU": 0.9168180765056642, + "TN": 104840426, + "TP": 150371, + "n_pred": 160842, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7953433995817621, + "FN": 5929, + "FP": 6500, + "IoU": 0.6602241662110443, + "TN": 104967860, + "TP": 24151, + "n_pred": 30651, + "n_ref": 30080 + }, + "6": { + "Dice": 0.983683601638612, + "FN": 22515, + "FP": 17737, + "IoU": 0.9678911048022151, + "TN": 103750831, + "TP": 1213357, + "n_pred": 1231094, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9632624854845376, + "FN": 9856, + "FP": 6943, + "IoU": 0.9291286096989896, + "TN": 104767405, + "TP": 220236, + "n_pred": 227179, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9694749025758334, + "FN": 12293, + "FP": 9992, + "IoU": 0.9407581678496425, + "TN": 104628270, + "TP": 353885, + "n_pred": 363877, + "n_ref": 366178 + }, + "9": { + "Dice": 0.945128657454292, + "FN": 6760, + "FP": 3318, + "IoU": 0.8959658105541333, + "TN": 104907568, + "TP": 86794, + "n_pred": 90112, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9844758752906173, + "FN": 10134, + "FP": 2733, + "IoU": 0.9694263792820771, + "TN": 177255435, + "TP": 407986, + "n_pred": 410719, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8374352871620341, + "FN": 16720, + "FP": 4727, + "IoU": 0.7203343417483831, + "TN": 177599600, + "TP": 55241, + "n_pred": 59968, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8222447371383541, + "FN": 1091, + "FP": 488, + "IoU": 0.6981456700439687, + "TN": 177671057, + "TP": 3652, + "n_pred": 4140, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8430787589498807, + "FN": 959, + "FP": 619, + "IoU": 0.7287261474987107, + "TN": 177670471, + "TP": 4239, + "n_pred": 4858, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9181101863865068, + "FN": 4550, + "FP": 8389, + "IoU": 0.8486170909771621, + "TN": 177590816, + "TP": 72533, + "n_pred": 80922, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9557429417622638, + "FN": 2346, + "FP": 4498, + "IoU": 0.9152372341874837, + "TN": 177595545, + "TP": 73899, + "n_pred": 78397, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8840312840312841, + "FN": 845, + "FP": 5012, + "IoU": 0.7921649338206593, + "TN": 177648107, + "TP": 22324, + "n_pred": 27336, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9788411626997772, + "FN": 6559, + "FP": 2425, + "IoU": 0.9585591652790014, + "TN": 177459497, + "TP": 207807, + "n_pred": 210232, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9840694796321781, + "FN": 4678, + "FP": 1874, + "IoU": 0.9686385632709328, + "TN": 177467369, + "TP": 202367, + "n_pred": 204241, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9493577657317935, + "FN": 2208, + "FP": 1230, + "IoU": 0.9035975661049267, + "TN": 177640625, + "TP": 32225, + "n_pred": 33455, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7395643647569687, + "FN": 10062, + "FP": 4812, + "IoU": 0.5867529797460618, + "TN": 177640295, + "TP": 21119, + "n_pred": 25931, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9572648705643738, + "FN": 106937, + "FP": 44726, + "IoU": 0.9180326274060483, + "TN": 175826003, + "TP": 1698622, + "n_pred": 1743348, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.874660947144076, + "FN": 12992, + "FP": 88807, + "IoU": 0.7772421519757371, + "TN": 177219294, + "TP": 355195, + "n_pred": 444002, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9381793675881662, + "FN": 5938, + "FP": 19564, + "IoU": 0.8835572967320978, + "TN": 177457279, + "TP": 193507, + "n_pred": 213071, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9466737045193935, + "FN": 5196, + "FP": 9453, + "IoU": 0.8987468637032838, + "TN": 177531611, + "TP": 130028, + "n_pred": 139481, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755675028271545, + "FN": 4606, + "FP": 4533, + "IoU": 0.9523004253764451, + "TN": 193813940, + "TP": 182456, + "n_pred": 186989, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9239169248845219, + "FN": 6838, + "FP": 6372, + "IoU": 0.8585925624611959, + "TN": 193912117, + "TP": 80208, + "n_pred": 86580, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8244855611274425, + "FN": 728, + "FP": 287, + "IoU": 0.7013827596351868, + "TN": 194002136, + "TP": 2384, + "n_pred": 2671, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7810718358038768, + "FN": 1210, + "FP": 326, + "IoU": 0.6407857811038353, + "TN": 194001259, + "TP": 2740, + "n_pred": 3066, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8212557269148868, + "FN": 15969, + "FP": 6191, + "IoU": 0.6967208627579788, + "TN": 193932467, + "TP": 50908, + "n_pred": 57099, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9157386005463333, + "FN": 1816, + "FP": 11818, + "IoU": 0.8445736434108527, + "TN": 193917815, + "TP": 74086, + "n_pred": 85904, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8484707769592841, + "FN": 867, + "FP": 6312, + "IoU": 0.7368208812962828, + "TN": 193978257, + "TP": 20099, + "n_pred": 26411, + "n_ref": 20966 + }, + "2": { + "Dice": 0.974713794091303, + "FN": 4504, + "FP": 2469, + "IoU": 0.9506748344745628, + "TN": 193864167, + "TP": 134395, + "n_pred": 136864, + "n_ref": 138899 + }, + "3": { + "Dice": 0.968881701277747, + "FN": 4549, + "FP": 3802, + "IoU": 0.9396416516692325, + "TN": 193867178, + "TP": 130006, + "n_pred": 133808, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9375058036957935, + "FN": 837, + "FP": 1855, + "IoU": 0.8823632232127251, + "TN": 193982651, + "TP": 20192, + "n_pred": 22047, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6554274002330909, + "FN": 10961, + "FP": 6187, + "IoU": 0.4874615177690767, + "TN": 193972078, + "TP": 16309, + "n_pred": 22496, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9718818337441528, + "FN": 22345, + "FP": 56514, + "IoU": 0.9453016838361166, + "TN": 192563827, + "TP": 1362849, + "n_pred": 1419363, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9569443454713888, + "FN": 19824, + "FP": 7365, + "IoU": 0.9174432268466647, + "TN": 193676198, + "TP": 302148, + "n_pred": 309513, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9644770228361996, + "FN": 8774, + "FP": 8362, + "IoU": 0.9313912333242581, + "TN": 193755771, + "TP": 232628, + "n_pred": 240990, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9256574493568713, + "FN": 9540, + "FP": 4736, + "IoU": 0.8616036373154441, + "TN": 193902382, + "TP": 88877, + "n_pred": 93613, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719713525326179, + "FN": 2149, + "FP": 4328, + "IoU": 0.9454710770241032, + "TN": 99537019, + "TP": 112304, + "n_pred": 116632, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8965002733007342, + "FN": 11000, + "FP": 3012, + "IoU": 0.812415491920693, + "TN": 99581103, + "TP": 60685, + "n_pred": 63697, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8438842738470352, + "FN": 696, + "FP": 394, + "IoU": 0.7299306243805749, + "TN": 99651764, + "TP": 2946, + "n_pred": 3340, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7878889260622282, + "FN": 1213, + "FP": 55, + "IoU": 0.6500138007176374, + "TN": 99652177, + "TP": 2355, + "n_pred": 2410, + "n_ref": 3568 + }, + "13": { + "Dice": 0.792113196751975, + "FN": 9435, + "FP": 9459, + "IoU": 0.6557842958644562, + "TN": 99600910, + "TP": 35996, + "n_pred": 45455, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7174803347543285, + "FN": 19890, + "FP": 7083, + "IoU": 0.5594302794701338, + "TN": 99594577, + "TP": 34250, + "n_pred": 41333, + "n_ref": 54140 + }, + "15": { + "Dice": 0.757846405434304, + "FN": 13849, + "FP": 1551, + "IoU": 0.6101068408527014, + "TN": 99616302, + "TP": 24098, + "n_pred": 25649, + "n_ref": 37947 + }, + "2": { + "Dice": 0.962361820199778, + "FN": 6366, + "FP": 2112, + "IoU": 0.927454134720701, + "TN": 99538936, + "TP": 108386, + "n_pred": 110498, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9681623199752084, + "FN": 5091, + "FP": 2717, + "IoU": 0.9382893634509903, + "TN": 99529274, + "TP": 118718, + "n_pred": 121435, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9143496411907556, + "FN": 2151, + "FP": 988, + "IoU": 0.8422137327837539, + "TN": 99635906, + "TP": 16755, + "n_pred": 17743, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8860076345926023, + "FN": 235, + "FP": 1497, + "IoU": 0.7953444405057308, + "TN": 99647337, + "TP": 6731, + "n_pred": 8228, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9723596316490758, + "FN": 39083, + "FP": 35679, + "IoU": 0.9462061452582302, + "TN": 98266013, + "TP": 1315025, + "n_pred": 1350704, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9091651504506615, + "FN": 15567, + "FP": 14687, + "IoU": 0.8334581085544424, + "TN": 99474140, + "TP": 151406, + "n_pred": 166093, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9661567579169187, + "FN": 1889, + "FP": 5049, + "IoU": 0.9345292580045484, + "TN": 99549829, + "TP": 99033, + "n_pred": 104082, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9526698188137337, + "FN": 6175, + "FP": 2704, + "IoU": 0.9096174596388363, + "TN": 99557562, + "TP": 89359, + "n_pred": 92063, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717082129652848, + "FN": 22591, + "FP": 2118, + "IoU": 0.9449732315449095, + "TN": 62634484, + "TP": 424327, + "n_pred": 426445, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9194772344013491, + "FN": 7596, + "FP": 3482, + "IoU": 0.850955911041748, + "TN": 63009193, + "TP": 63249, + "n_pred": 66731, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7875019926669855, + "FN": 1075, + "FP": 258, + "IoU": 0.649487246910334, + "TN": 63079717, + "TP": 2470, + "n_pred": 2728, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8361910593998775, + "FN": 771, + "FP": 299, + "IoU": 0.7184951328597737, + "TN": 63079719, + "TP": 2731, + "n_pred": 3030, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7495862449429938, + "FN": 13045, + "FP": 8743, + "IoU": 0.5994705687709107, + "TN": 63029122, + "TP": 32610, + "n_pred": 41353, + "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": 0.9829593658847959, + "FN": 2318, + "FP": 1900, + "IoU": 0.9664897673827381, + "TN": 62957648, + "TP": 121654, + "n_pred": 123554, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9870758405003909, + "FN": 1342, + "FP": 1964, + "IoU": 0.9744814863414973, + "TN": 62953967, + "TP": 126247, + "n_pred": 128211, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2362517563835457, + "FN": 15591, + "FP": 172, + "IoU": 0.13394868413823416, + "TN": 63065319, + "TP": 2438, + "n_pred": 2610, + "n_ref": 18029 + }, + "5": { + "Dice": 0.595073346249654, + "FN": 9429, + "FP": 812, + "IoU": 0.4235618597320725, + "TN": 63065754, + "TP": 7525, + "n_pred": 8337, + "n_ref": 16954 + }, + "6": { + "Dice": 0.934871335400763, + "FN": 120682, + "FP": 19902, + "IoU": 0.8777074230299825, + "TN": 61933949, + "TP": 1008987, + "n_pred": 1028889, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8988412431601158, + "FN": 5862, + "FP": 28080, + "IoU": 0.8162685331038179, + "TN": 62898783, + "TP": 150795, + "n_pred": 178875, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9459609465664262, + "FN": 8844, + "FP": 2937, + "IoU": 0.8974629009095261, + "TN": 62968625, + "TP": 103114, + "n_pred": 106051, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9255280683952086, + "FN": 3213, + "FP": 3172, + "IoU": 0.8613794750439634, + "TN": 63037459, + "TP": 39676, + "n_pred": 42848, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797256977785928, + "FN": 7931, + "FP": 4674, + "IoU": 0.9602571540275693, + "TN": 109291654, + "TP": 304559, + "n_pred": 309233, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6682224965283136, + "FN": 18636, + "FP": 50172, + "IoU": 0.5017523533671253, + "TN": 109470718, + "TP": 69292, + "n_pred": 119464, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7627754336615096, + "FN": 1212, + "FP": 812, + "IoU": 0.6165214096248579, + "TN": 109603540, + "TP": 3254, + "n_pred": 4066, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8466225852456891, + "FN": 816, + "FP": 367, + "IoU": 0.7340377697841727, + "TN": 109604370, + "TP": 3265, + "n_pred": 3632, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7324063072031857, + "FN": 23763, + "FP": 17900, + "IoU": 0.5777926407847668, + "TN": 109510139, + "TP": 57016, + "n_pred": 74916, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7587242754611122, + "FN": 14830, + "FP": 37377, + "IoU": 0.6112455600813147, + "TN": 109474525, + "TP": 82086, + "n_pred": 119463, + "n_ref": 96916 + }, + "15": { + "Dice": 0.936438443866983, + "FN": 4080, + "FP": 9422, + "IoU": 0.8804741375494631, + "TN": 109495855, + "TP": 99461, + "n_pred": 108883, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9610328042733426, + "FN": 13369, + "FP": 2906, + "IoU": 0.9249885927353008, + "TN": 109391851, + "TP": 200692, + "n_pred": 203598, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9726291963439987, + "FN": 8489, + "FP": 4861, + "IoU": 0.946716796781455, + "TN": 109358270, + "TP": 237198, + "n_pred": 242059, + "n_ref": 245687 + }, + "4": { + "Dice": 0.673814156669201, + "FN": 24145, + "FP": 1168, + "IoU": 0.5080842628940107, + "TN": 109557360, + "TP": 26145, + "n_pred": 27313, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7723885842823001, + "FN": 2311, + "FP": 2546, + "IoU": 0.6291800274851123, + "TN": 109595720, + "TP": 8241, + "n_pred": 10787, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9677093306305118, + "FN": 44122, + "FP": 36385, + "IoU": 0.9374388041515264, + "TN": 108321966, + "TP": 1206345, + "n_pred": 1242730, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8664505278893768, + "FN": 270606, + "FP": 15270, + "IoU": 0.7643693982549178, + "TN": 108395580, + "TP": 927362, + "n_pred": 942632, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9551547336670018, + "FN": 3445, + "FP": 4628, + "IoU": 0.9141590285604917, + "TN": 109514772, + "TP": 85973, + "n_pred": 90601, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8207248313124438, + "FN": 6365, + "FP": 14970, + "IoU": 0.6959570192814696, + "TN": 109538647, + "TP": 48836, + "n_pred": 63806, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466140751505087, + "FN": 1778, + "FP": 4651, + "IoU": 0.8986393807053779, + "TN": 67003925, + "TP": 56998, + "n_pred": 61649, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7826508359583232, + "FN": 23886, + "FP": 6612, + "IoU": 0.6429140127388535, + "TN": 66981944, + "TP": 54910, + "n_pred": 61522, + "n_ref": 78796 + }, + "11": { + "Dice": 0.6755145220234661, + "FN": 1370, + "FP": 317, + "IoU": 0.5100203311065931, + "TN": 67063909, + "TP": 1756, + "n_pred": 2073, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7939464493597206, + "FN": 583, + "FP": 833, + "IoU": 0.6583011583011583, + "TN": 67063208, + "TP": 2728, + "n_pred": 3561, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5276644289412488, + "FN": 20172, + "FP": 12123, + "IoU": 0.35838598164262725, + "TN": 67017018, + "TP": 18039, + "n_pred": 30162, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8784899975743958, + "FN": 6663, + "FP": 12373, + "IoU": 0.7833099978371979, + "TN": 66979503, + "TP": 68813, + "n_pred": 81186, + "n_ref": 75476 + }, + "15": { + "Dice": 0.4459670744044882, + "FN": 16815, + "FP": 19329, + "IoU": 0.2869740190566373, + "TN": 67016661, + "TP": 14547, + "n_pred": 33876, + "n_ref": 31362 + }, + "2": { + "Dice": 0.973824128094982, + "FN": 2992, + "FP": 4698, + "IoU": 0.948983653539964, + "TN": 66916616, + "TP": 143046, + "n_pred": 147744, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9737566884520605, + "FN": 5865, + "FP": 2463, + "IoU": 0.9488555759581903, + "TN": 66904519, + "TP": 154505, + "n_pred": 156968, + "n_ref": 160370 + }, + "4": { + "Dice": 0.11152147150409153, + "FN": 12269, + "FP": 0, + "IoU": 0.05905360840555257, + "TN": 67054313, + "TP": 770, + "n_pred": 770, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7591973244147158, + "FN": 3019, + "FP": 725, + "IoU": 0.6118598382749326, + "TN": 67057706, + "TP": 5902, + "n_pred": 6627, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9701751312257784, + "FN": 41583, + "FP": 22254, + "IoU": 0.9420777849155624, + "TN": 65965236, + "TP": 1038279, + "n_pred": 1060533, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9376766705413556, + "FN": 29346, + "FP": 13493, + "IoU": 0.8826659874062935, + "TN": 66702249, + "TP": 322264, + "n_pred": 335757, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9507947727843628, + "FN": 4335, + "FP": 4088, + "IoU": 0.9062047615866017, + "TN": 66977550, + "TP": 81379, + "n_pred": 85467, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9042666366287437, + "FN": 5094, + "FP": 10204, + "IoU": 0.8252615707954494, + "TN": 66979804, + "TP": 72250, + "n_pred": 82454, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9441747711262585, + "FN": 14689, + "FP": 4885, + "IoU": 0.8942528984019622, + "TN": 74334178, + "TP": 165528, + "n_pred": 170413, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8292194425384344, + "FN": 11435, + "FP": 6983, + "IoU": 0.7082620541088513, + "TN": 74456148, + "TP": 44714, + "n_pred": 51697, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7736298649722002, + "FN": 952, + "FP": 473, + "IoU": 0.6308290155440415, + "TN": 74515420, + "TP": 2435, + "n_pred": 2908, + "n_ref": 3387 + }, + "12": { + "Dice": 0.652355396541443, + "FN": 1107, + "FP": 59, + "IoU": 0.484070796460177, + "TN": 74517020, + "TP": 1094, + "n_pred": 1153, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5714995548746403, + "FN": 15286, + "FP": 26108, + "IoU": 0.40006956723383286, + "TN": 74450282, + "TP": 27604, + "n_pred": 53712, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7392157412338481, + "FN": 5552, + "FP": 13056, + "IoU": 0.5863142215602143, + "TN": 74474299, + "TP": 26373, + "n_pred": 39429, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8447278077488966, + "FN": 4523, + "FP": 4975, + "IoU": 0.7311937510613007, + "TN": 74483946, + "TP": 25836, + "n_pred": 30811, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9767136904887799, + "FN": 2368, + "FP": 4238, + "IoU": 0.9544872059856971, + "TN": 74374134, + "TP": 138540, + "n_pred": 142778, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9776236164270198, + "FN": 4430, + "FP": 2492, + "IoU": 0.9562267205453637, + "TN": 74361147, + "TP": 151211, + "n_pred": 153703, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7464977576402053, + "FN": 5205, + "FP": 278, + "IoU": 0.5955296547654175, + "TN": 74505724, + "TP": 8073, + "n_pred": 8351, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6474812762901405, + "FN": 3843, + "FP": 3029, + "IoU": 0.4787225972843814, + "TN": 74506097, + "TP": 6311, + "n_pred": 9340, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9776571856639488, + "FN": 47026, + "FP": 24227, + "IoU": 0.956290954418139, + "TN": 72889114, + "TP": 1558913, + "n_pred": 1583140, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8690285969792017, + "FN": 35030, + "FP": 4806, + "IoU": 0.768391309150741, + "TN": 74347283, + "TP": 132161, + "n_pred": 136967, + "n_ref": 167191 + }, + "8": { + "Dice": 0.966430084581961, + "FN": 1879, + "FP": 2463, + "IoU": 0.9350408425840041, + "TN": 74452438, + "TP": 62500, + "n_pred": 64963, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9407239372719203, + "FN": 7016, + "FP": 3802, + "IoU": 0.8880819366852887, + "TN": 74422620, + "TP": 85842, + "n_pred": 89644, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793442322469669, + "FN": 5085, + "FP": 6635, + "IoU": 0.9595245166771424, + "TN": 65761622, + "TP": 277838, + "n_pred": 284473, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8552058767387302, + "FN": 14089, + "FP": 9426, + "IoU": 0.7470390172011316, + "TN": 65958221, + "TP": 69444, + "n_pred": 78870, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7925414364640884, + "FN": 768, + "FP": 734, + "IoU": 0.656371539693434, + "TN": 66046809, + "TP": 2869, + "n_pred": 3603, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8069983597594313, + "FN": 812, + "FP": 247, + "IoU": 0.6764436296975253, + "TN": 66047907, + "TP": 2214, + "n_pred": 2461, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7500192856591839, + "FN": 8736, + "FP": 17188, + "IoU": 0.6000246860246243, + "TN": 65986366, + "TP": 38890, + "n_pred": 56078, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9598756093461086, + "FN": 1566, + "FP": 3208, + "IoU": 0.9228469382807828, + "TN": 65989303, + "TP": 57103, + "n_pred": 60311, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8317876767369633, + "FN": 5447, + "FP": 2298, + "IoU": 0.7120175503829851, + "TN": 66024286, + "TP": 19149, + "n_pred": 21447, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9695409963602012, + "FN": 4370, + "FP": 4400, + "IoU": 0.9408826483495002, + "TN": 65902831, + "TP": 139579, + "n_pred": 143979, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9726560383918016, + "FN": 4209, + "FP": 4372, + "IoU": 0.9467676598490065, + "TN": 65889981, + "TP": 152618, + "n_pred": 156990, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9313682945555296, + "FN": 1627, + "FP": 2485, + "IoU": 0.8715521819260925, + "TN": 66019167, + "TP": 27901, + "n_pred": 30386, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9159045072932789, + "FN": 215, + "FP": 1578, + "IoU": 0.8448559314701047, + "TN": 66039623, + "TP": 9764, + "n_pred": 11342, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9803297989013217, + "FN": 20105, + "FP": 20160, + "IoU": 0.9614185035956058, + "TN": 65007545, + "TP": 1003370, + "n_pred": 1023530, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9527485222912406, + "FN": 83396, + "FP": 5194, + "IoU": 0.9097609720023714, + "TN": 65069454, + "TP": 893136, + "n_pred": 898330, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9670004745506978, + "FN": 1827, + "FP": 3597, + "IoU": 0.9361093115024441, + "TN": 65966285, + "TP": 79471, + "n_pred": 83068, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9358688041275106, + "FN": 6598, + "FP": 2103, + "IoU": 0.8794675015237989, + "TN": 65978992, + "TP": 63487, + "n_pred": 65590, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9846487655809165, + "FN": 2529, + "FP": 2183, + "IoU": 0.9697617259945196, + "TN": 113316711, + "TP": 151117, + "n_pred": 153300, + "n_ref": 153646 + }, + "10": { + "Dice": 0.907132463560806, + "FN": 7003, + "FP": 8059, + "IoU": 0.8300479548660085, + "TN": 113383915, + "TP": 73563, + "n_pred": 81622, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7030082041932544, + "FN": 1302, + "FP": 327, + "IoU": 0.54202980039359, + "TN": 113468983, + "TP": 1928, + "n_pred": 2255, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8855398207093673, + "FN": 675, + "FP": 206, + "IoU": 0.7945908137094894, + "TN": 113468251, + "TP": 3408, + "n_pred": 3614, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7756578142210255, + "FN": 13497, + "FP": 23165, + "IoU": 0.6335302525964355, + "TN": 113372499, + "TP": 63379, + "n_pred": 86544, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9641192200515315, + "FN": 6529, + "FP": 12605, + "IoU": 0.930724112961622, + "TN": 113196340, + "TP": 257066, + "n_pred": 269671, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8556282691811508, + "FN": 3644, + "FP": 2511, + "IoU": 0.7476838566860703, + "TN": 113448146, + "TP": 18239, + "n_pred": 20750, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9755728216919052, + "FN": 4039, + "FP": 2123, + "IoU": 0.9523105617942745, + "TN": 113343329, + "TP": 123049, + "n_pred": 125172, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9797348571239006, + "FN": 2167, + "FP": 2720, + "IoU": 0.9602747520728336, + "TN": 113349520, + "TP": 118133, + "n_pred": 120853, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9024076950651213, + "FN": 883, + "FP": 5651, + "IoU": 0.8221702092915657, + "TN": 113435797, + "TP": 30209, + "n_pred": 35860, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7801489928023562, + "FN": 8059, + "FP": 5900, + "IoU": 0.6395444920725094, + "TN": 113433814, + "TP": 24767, + "n_pred": 30667, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9721223403840031, + "FN": 23011, + "FP": 41261, + "IoU": 0.9457568527631749, + "TN": 112287653, + "TP": 1120615, + "n_pred": 1161876, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9385411297026438, + "FN": 15927, + "FP": 10541, + "IoU": 0.8841992431037123, + "TN": 113243975, + "TP": 202097, + "n_pred": 212638, + "n_ref": 218024 + }, + "8": { + "Dice": 0.966433420761095, + "FN": 10442, + "FP": 3738, + "IoU": 0.9350470885704862, + "TN": 113254228, + "TP": 204132, + "n_pred": 207870, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9279303884504626, + "FN": 9409, + "FP": 5632, + "IoU": 0.8655505001296135, + "TN": 113360669, + "TP": 96830, + "n_pred": 102462, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909220455115994, + "FN": 4045, + "FP": 20545, + "IoU": 0.8335510684816527, + "TN": 75048995, + "TP": 123143, + "n_pred": 143688, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8969932976373235, + "FN": 16209, + "FP": 3048, + "IoU": 0.8132256093421142, + "TN": 75093625, + "TP": 83846, + "n_pred": 86894, + "n_ref": 100055 + }, + "11": { + "Dice": 0.798661623508874, + "FN": 799, + "FP": 585, + "IoU": 0.6648098813271979, + "TN": 75192599, + "TP": 2745, + "n_pred": 3330, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6567370973328714, + "FN": 1210, + "FP": 772, + "IoU": 0.4889118102114492, + "TN": 75192850, + "TP": 1896, + "n_pred": 2668, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8003138684283798, + "FN": 7833, + "FP": 15834, + "IoU": 0.6671027090893746, + "TN": 75125634, + "TP": 47427, + "n_pred": 63261, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9486388059919567, + "FN": 3203, + "FP": 10858, + "IoU": 0.902295815556513, + "TN": 75052814, + "TP": 129853, + "n_pred": 140711, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9356530028598665, + "FN": 7070, + "FP": 2110, + "IoU": 0.8790864308105687, + "TN": 75120806, + "TP": 66742, + "n_pred": 68852, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9639319804011325, + "FN": 4173, + "FP": 6464, + "IoU": 0.9303751898203907, + "TN": 75043952, + "TP": 142139, + "n_pred": 148603, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9625672720737272, + "FN": 2909, + "FP": 8338, + "IoU": 0.9278358453157783, + "TN": 75040875, + "TP": 144606, + "n_pred": 152944, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9259771022502961, + "FN": 1508, + "FP": 2242, + "IoU": 0.8621576916008087, + "TN": 75169523, + "TP": 23455, + "n_pred": 25697, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8292242934455802, + "FN": 2185, + "FP": 87, + "IoU": 0.7082691319979456, + "TN": 75188940, + "TP": 5516, + "n_pred": 5603, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9822719489822311, + "FN": 28005, + "FP": 16340, + "IoU": 0.9651615163794688, + "TN": 73923854, + "TP": 1228529, + "n_pred": 1244869, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9530297621629196, + "FN": 8982, + "FP": 5097, + "IoU": 0.9102739769678353, + "TN": 75039817, + "TP": 142832, + "n_pred": 147929, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9460525843825102, + "FN": 5614, + "FP": 3410, + "IoU": 0.8976278800667052, + "TN": 75108579, + "TP": 79125, + "n_pred": 82535, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8987447056264316, + "FN": 6997, + "FP": 8829, + "IoU": 0.8161093165392391, + "TN": 75110666, + "TP": 70236, + "n_pred": 79065, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805794510855398, + "FN": 5197, + "FP": 3147, + "IoU": 0.9618988474675336, + "TN": 86708876, + "TP": 210652, + "n_pred": 213799, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7581260012423578, + "FN": 10856, + "FP": 26135, + "IoU": 0.6104693406905848, + "TN": 86832909, + "TP": 57972, + "n_pred": 84107, + "n_ref": 68828 + }, + "11": { + "Dice": 0.681110029211295, + "FN": 1191, + "FP": 119, + "IoU": 0.5164267257290514, + "TN": 86925163, + "TP": 1399, + "n_pred": 1518, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7993513513513514, + "FN": 1218, + "FP": 638, + "IoU": 0.6657662524761391, + "TN": 86922319, + "TP": 3697, + "n_pred": 4335, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6649143619207121, + "FN": 12483, + "FP": 30734, + "IoU": 0.49803124455543296, + "TN": 86841777, + "TP": 42878, + "n_pred": 73612, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9047377398981408, + "FN": 9289, + "FP": 6292, + "IoU": 0.8260466674109634, + "TN": 86838302, + "TP": 73989, + "n_pred": 80281, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9435788413661921, + "FN": 10859, + "FP": 7294, + "IoU": 0.8931843457077795, + "TN": 86757925, + "TP": 151794, + "n_pred": 159088, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9591938727830486, + "FN": 6183, + "FP": 3860, + "IoU": 0.9215874577409255, + "TN": 86799793, + "TP": 118036, + "n_pred": 121896, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9673414626874571, + "FN": 8123, + "FP": 2831, + "IoU": 0.9367486228360915, + "TN": 86754690, + "TP": 162228, + "n_pred": 165059, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8898577743031543, + "FN": 1725, + "FP": 1938, + "IoU": 0.8015709642470206, + "TN": 86909412, + "TP": 14797, + "n_pred": 16735, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8559008211238126, + "FN": 157, + "FP": 1633, + "IoU": 0.7481001970166057, + "TN": 86920766, + "TP": 5316, + "n_pred": 6949, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9728924885935634, + "FN": 30536, + "FP": 33202, + "IoU": 0.9472158248179535, + "TN": 85720351, + "TP": 1143783, + "n_pred": 1176985, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9606115606330312, + "FN": 61277, + "FP": 17608, + "IoU": 0.9242084328146692, + "TN": 85887057, + "TP": 961930, + "n_pred": 979538, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9578959890919406, + "FN": 2050, + "FP": 2551, + "IoU": 0.9191942253991113, + "TN": 86870933, + "TP": 52338, + "n_pred": 54889, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8538495156238619, + "FN": 3870, + "FP": 12182, + "IoU": 0.744971561119761, + "TN": 86864930, + "TP": 46890, + "n_pred": 59072, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941097979412886, + "FN": 4534, + "FP": 5972, + "IoU": 0.8887488748874888, + "TN": 37655165, + "TP": 83929, + "n_pred": 89901, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8593661521600147, + "FN": 12198, + "FP": 3200, + "IoU": 0.7534110563064506, + "TN": 37687156, + "TP": 47046, + "n_pred": 50246, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8401043607901603, + "FN": 334, + "FP": 524, + "IoU": 0.724293059125964, + "TN": 37746488, + "TP": 2254, + "n_pred": 2778, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7606602475928473, + "FN": 705, + "FP": 687, + "IoU": 0.6137624861265261, + "TN": 37745996, + "TP": 2212, + "n_pred": 2899, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7679966176372416, + "FN": 10372, + "FP": 10480, + "IoU": 0.623372166531202, + "TN": 37694235, + "TP": 34513, + "n_pred": 44993, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5586363596792868, + "FN": 4019, + "FP": 148078, + "IoU": 0.38757489369926557, + "TN": 37501248, + "TP": 96255, + "n_pred": 244333, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5232, + "IoU": 0.0, + "TN": 37744368, + "TP": 0, + "n_pred": 5232, + "n_ref": 0 + }, + "2": { + "Dice": 0.9065523666749365, + "FN": 14362, + "FP": 3341, + "IoU": 0.8290770760719492, + "TN": 37646027, + "TP": 85870, + "n_pred": 89211, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9593887945670628, + "FN": 3937, + "FP": 3239, + "IoU": 0.921947399334334, + "TN": 37657662, + "TP": 84762, + "n_pred": 88001, + "n_ref": 88699 + }, + "4": { + "Dice": 0.6792576419213974, + "FN": 5472, + "FP": 404, + "IoU": 0.5142998842783931, + "TN": 37737502, + "TP": 6222, + "n_pred": 6626, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8536371603856266, + "FN": 1770, + "FP": 1069, + "IoU": 0.7446483180428135, + "TN": 37738482, + "TP": 8279, + "n_pred": 9348, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9700959282916484, + "FN": 34934, + "FP": 8690, + "IoU": 0.9419284328903597, + "TN": 36998389, + "TP": 707587, + "n_pred": 716277, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9499406971755824, + "FN": 25320, + "FP": 8403, + "IoU": 0.9046543320176877, + "TN": 37395908, + "TP": 319969, + "n_pred": 328372, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9492766588283407, + "FN": 3807, + "FP": 4131, + "IoU": 0.9034506245666954, + "TN": 37667383, + "TP": 74279, + "n_pred": 78410, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9310030690853772, + "FN": 2140, + "FP": 5661, + "IoU": 0.8709127614508869, + "TN": 37689168, + "TP": 52631, + "n_pred": 58292, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757968353832445, + "FN": 6943, + "FP": 2536, + "IoU": 0.9527375711130279, + "TN": 75706127, + "TP": 191082, + "n_pred": 193618, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9289229332423355, + "FN": 10668, + "FP": 5162, + "IoU": 0.8672792668919203, + "TN": 75787415, + "TP": 103443, + "n_pred": 108605, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7090843111164873, + "FN": 1411, + "FP": 994, + "IoU": 0.5492878560719641, + "TN": 75901352, + "TP": 2931, + "n_pred": 3925, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8834044516203436, + "FN": 754, + "FP": 257, + "IoU": 0.7911588514769675, + "TN": 75901847, + "TP": 3830, + "n_pred": 4087, + "n_ref": 4584 + }, + "13": { + "Dice": 0.783479058233995, + "FN": 11169, + "FP": 5596, + "IoU": 0.6440325286111642, + "TN": 75859591, + "TP": 30332, + "n_pred": 35928, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9315534165998243, + "FN": 1735, + "FP": 16185, + "IoU": 0.8718764522932828, + "TN": 75766823, + "TP": 121945, + "n_pred": 138130, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8857436391273799, + "FN": 29065, + "FP": 11750, + "IoU": 0.7949190780779725, + "TN": 75707669, + "TP": 158204, + "n_pred": 169954, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9615770182638389, + "FN": 8546, + "FP": 6172, + "IoU": 0.9259974357040501, + "TN": 75707803, + "TP": 184167, + "n_pred": 190339, + "n_ref": 192713 + }, + "3": { + "Dice": 0.968911999554408, + "FN": 7699, + "FP": 7929, + "IoU": 0.9396986475797272, + "TN": 75647523, + "TP": 243537, + "n_pred": 251466, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9060331274119011, + "FN": 1651, + "FP": 4266, + "IoU": 0.8282089248903987, + "TN": 75872245, + "TP": 28526, + "n_pred": 32792, + "n_ref": 30177 + }, + "5": { + "Dice": 0.910585506076958, + "FN": 601, + "FP": 1172, + "IoU": 0.8358485325432831, + "TN": 75895887, + "TP": 9028, + "n_pred": 10200, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9794166782249033, + "FN": 51035, + "FP": 18566, + "IoU": 0.9596636132769714, + "TN": 74181174, + "TP": 1655913, + "n_pred": 1674479, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9579127314079796, + "FN": 14291, + "FP": 8507, + "IoU": 0.9192250594350219, + "TN": 75624447, + "TP": 259443, + "n_pred": 267950, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9629816360418025, + "FN": 3886, + "FP": 2869, + "IoU": 0.9286061554071193, + "TN": 75812072, + "TP": 87861, + "n_pred": 90730, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8841830562842347, + "FN": 12694, + "FP": 4348, + "IoU": 0.7924087022194071, + "TN": 75824594, + "TP": 65052, + "n_pred": 69400, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786203054542397, + "FN": 1945, + "FP": 2123, + "IoU": 0.958135657757973, + "TN": 61290579, + "TP": 93103, + "n_pred": 95226, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9173689107898771, + "FN": 8055, + "FP": 4555, + "IoU": 0.8473513461165989, + "TN": 61305142, + "TP": 69998, + "n_pred": 74553, + "n_ref": 78053 + }, + "11": { + "Dice": 0.892466765140325, + "FN": 321, + "FP": 407, + "IoU": 0.8058148839690584, + "TN": 61384001, + "TP": 3021, + "n_pred": 3428, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8602976476236198, + "FN": 681, + "FP": 192, + "IoU": 0.7548441449031171, + "TN": 61384189, + "TP": 2688, + "n_pred": 2880, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8034846707991289, + "FN": 8281, + "FP": 6968, + "IoU": 0.6715205824698964, + "TN": 61341327, + "TP": 31174, + "n_pred": 38142, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9214779583388383, + "FN": 3688, + "FP": 7010, + "IoU": 0.8543895467537771, + "TN": 61314280, + "TP": 62772, + "n_pred": 69782, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9169134769731636, + "FN": 2175, + "FP": 5175, + "IoU": 0.8465745418110466, + "TN": 61339844, + "TP": 40556, + "n_pred": 45731, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9754964105552759, + "FN": 4278, + "FP": 2197, + "IoU": 0.9521649515000628, + "TN": 61252389, + "TP": 128886, + "n_pred": 131083, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9792459226336209, + "FN": 3630, + "FP": 1880, + "IoU": 0.9593357933579336, + "TN": 61252250, + "TP": 129990, + "n_pred": 131870, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8332911854786591, + "FN": 4148, + "FP": 1785, + "IoU": 0.7142237849814557, + "TN": 61366989, + "TP": 14828, + "n_pred": 16613, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7645324696894203, + "FN": 9282, + "FP": 2060, + "IoU": 0.6188203663249874, + "TN": 61357995, + "TP": 18413, + "n_pred": 20473, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9757124601155789, + "FN": 29603, + "FP": 18443, + "IoU": 0.9525767151533218, + "TN": 60374619, + "TP": 965085, + "n_pred": 983528, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9416375008784876, + "FN": 12653, + "FP": 8108, + "IoU": 0.8897117024271819, + "TN": 61199507, + "TP": 167482, + "n_pred": 175590, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9727635705842466, + "FN": 8894, + "FP": 4401, + "IoU": 0.9469714495401135, + "TN": 61137036, + "TP": 237419, + "n_pred": 241820, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9575270518256027, + "FN": 4058, + "FP": 2654, + "IoU": 0.9185150113510823, + "TN": 61305379, + "TP": 75659, + "n_pred": 78313, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804849488852975, + "FN": 3812, + "FP": 3421, + "IoU": 0.9617169926165083, + "TN": 39559865, + "TP": 181702, + "n_pred": 185123, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8728435230024213, + "FN": 5690, + "FP": 7754, + "IoU": 0.7743765313999933, + "TN": 39689214, + "TP": 46142, + "n_pred": 53896, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8071495766698025, + "FN": 457, + "FP": 773, + "IoU": 0.6766561514195584, + "TN": 39744996, + "TP": 2574, + "n_pred": 3347, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8808320092445472, + "FN": 411, + "FP": 414, + "IoU": 0.7870418172431596, + "TN": 39744926, + "TP": 3049, + "n_pred": 3463, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8724660930436051, + "FN": 7916, + "FP": 2578, + "IoU": 0.7737825777662808, + "TN": 39702411, + "TP": 35895, + "n_pred": 38473, + "n_ref": 43811 + }, + "14": { + "Dice": 0.5190613036977338, + "FN": 8859, + "FP": 36494, + "IoU": 0.3504947942772853, + "TN": 39678973, + "TP": 24474, + "n_pred": 60968, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9300536905270589, + "FN": 1654, + "FP": 5876, + "IoU": 0.8692526739824976, + "TN": 39691208, + "TP": 50062, + "n_pred": 55938, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9695229998021794, + "FN": 2673, + "FP": 4568, + "IoU": 0.9408487521954009, + "TN": 39626385, + "TP": 115174, + "n_pred": 119742, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9688637401824264, + "FN": 2775, + "FP": 5677, + "IoU": 0.9396078655539042, + "TN": 39608848, + "TP": 131500, + "n_pred": 137177, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9345286717856559, + "FN": 892, + "FP": 2314, + "IoU": 0.8771035381607697, + "TN": 39722713, + "TP": 22881, + "n_pred": 25195, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8692667706708268, + "FN": 952, + "FP": 724, + "IoU": 0.7687637969094923, + "TN": 39741552, + "TP": 5572, + "n_pred": 6296, + "n_ref": 6524 + }, + "6": { + "Dice": 0.978713845029397, + "FN": 17403, + "FP": 22205, + "IoU": 0.9583150033572798, + "TN": 38798626, + "TP": 910566, + "n_pred": 932771, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9754885130190344, + "FN": 18954, + "FP": 16884, + "IoU": 0.9521499030661019, + "TN": 38999836, + "TP": 713126, + "n_pred": 730010, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9666146076303673, + "FN": 1877, + "FP": 1415, + "IoU": 0.9353863667589157, + "TN": 39697851, + "TP": 47657, + "n_pred": 49072, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9179536022858698, + "FN": 1150, + "FP": 6086, + "IoU": 0.8483495756051556, + "TN": 39701085, + "TP": 40479, + "n_pred": 46565, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610056520431265, + "FN": 5906, + "FP": 1483, + "IoU": 0.9249382866546796, + "TN": 101298169, + "TP": 91050, + "n_pred": 92533, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9067779067214503, + "FN": 10114, + "FP": 4747, + "IoU": 0.8294544286074962, + "TN": 101309470, + "TP": 72277, + "n_pred": 77024, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7574966043255669, + "FN": 1904, + "FP": 417, + "IoU": 0.6096535486041036, + "TN": 101390662, + "TP": 3625, + "n_pred": 4042, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8503187743838615, + "FN": 757, + "FP": 816, + "IoU": 0.7396126469127627, + "TN": 101390567, + "TP": 4468, + "n_pred": 5284, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9366146336502771, + "FN": 3894, + "FP": 2339, + "IoU": 0.8807857088210542, + "TN": 101344324, + "TP": 46051, + "n_pred": 48390, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9849553987485022, + "FN": 1708, + "FP": 3603, + "IoU": 0.9703567681007346, + "TN": 101217444, + "TP": 173853, + "n_pred": 177456, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9372730827235659, + "FN": 1704, + "FP": 1665, + "IoU": 0.8819510144013455, + "TN": 101368069, + "TP": 25170, + "n_pred": 26835, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9750332594235033, + "FN": 5843, + "FP": 3165, + "IoU": 0.9512828278458011, + "TN": 101211704, + "TP": 175896, + "n_pred": 179061, + "n_ref": 181739 + }, + "3": { + "Dice": 0.979026132642327, + "FN": 2448, + "FP": 4610, + "IoU": 0.9589139976482367, + "TN": 101224822, + "TP": 164728, + "n_pred": 169338, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9351404632824051, + "FN": 659, + "FP": 657, + "IoU": 0.8781819864852356, + "TN": 101385805, + "TP": 9487, + "n_pred": 10144, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8251421494116985, + "FN": 9202, + "FP": 3222, + "IoU": 0.7023336048684652, + "TN": 101354870, + "TP": 29314, + "n_pred": 32536, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9807922342016998, + "FN": 44293, + "FP": 25670, + "IoU": 0.9623084390781587, + "TN": 99540410, + "TP": 1786235, + "n_pred": 1811905, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9602777201126445, + "FN": 19261, + "FP": 17286, + "IoU": 0.9235905959586457, + "TN": 100918303, + "TP": 441758, + "n_pred": 459044, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9739280855199223, + "FN": 5176, + "FP": 8238, + "IoU": 0.9491811166212678, + "TN": 101132651, + "TP": 250543, + "n_pred": 258781, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9564666053957211, + "FN": 4404, + "FP": 3080, + "IoU": 0.9165654020669127, + "TN": 101306909, + "TP": 82215, + "n_pred": 85295, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534875183553597, + "FN": 9211, + "FP": 11061, + "IoU": 0.9111095520398499, + "TN": 73655448, + "TP": 207784, + "n_pred": 218845, + "n_ref": 216995 + }, + "10": { + "Dice": 0.34535832777325864, + "FN": 56948, + "FP": 14677, + "IoU": 0.20872091738659715, + "TN": 73792986, + "TP": 18893, + "n_pred": 33570, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6678187692538884, + "FN": 1815, + "FP": 2606, + "IoU": 0.501297236322617, + "TN": 73874639, + "TP": 4444, + "n_pred": 7050, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5285277947464875, + "FN": 3378, + "FP": 481, + "IoU": 0.3591829956824975, + "TN": 73877482, + "TP": 2163, + "n_pred": 2644, + "n_ref": 5541 + }, + "13": { + "Dice": 0.009775768314290952, + "FN": 60839, + "FP": 20196, + "IoU": 0.004911892920734328, + "TN": 73802069, + "TP": 400, + "n_pred": 20596, + "n_ref": 61239 + }, + "14": { + "Dice": 0.883719328623994, + "FN": 11319, + "FP": 12319, + "IoU": 0.7916640960329981, + "TN": 73770043, + "TP": 89823, + "n_pred": 102142, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9331139345783318, + "FN": 13492, + "FP": 16425, + "IoU": 0.8746144174350378, + "TN": 73644904, + "TP": 208683, + "n_pred": 225108, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7757974256799886, + "FN": 65865, + "FP": 6491, + "IoU": 0.6337165449197888, + "TN": 73685963, + "TP": 125185, + "n_pred": 131676, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8115115487326093, + "FN": 19484, + "FP": 58580, + "IoU": 0.6828097890789115, + "TN": 73637393, + "TP": 168047, + "n_pred": 226627, + "n_ref": 187531 + }, + "4": { + "Dice": 0.025929055794876022, + "FN": 47259, + "FP": 0, + "IoU": 0.013134814567323756, + "TN": 73835616, + "TP": 629, + "n_pred": 629, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7000565473786251, + "FN": 6462, + "FP": 964, + "IoU": 0.5385284613472533, + "TN": 73867412, + "TP": 8666, + "n_pred": 9630, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7583938220606793, + "FN": 576273, + "FP": 140559, + "IoU": 0.6108167271842805, + "TN": 72041616, + "TP": 1125056, + "n_pred": 1265615, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3506769990632717, + "FN": 135537, + "FP": 1713, + "IoU": 0.21261875258157786, + "TN": 73709192, + "TP": 37062, + "n_pred": 38775, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9203832498419338, + "FN": 3751, + "FP": 9345, + "IoU": 0.8525092350662222, + "TN": 73794712, + "TP": 75696, + "n_pred": 85041, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8454057146489528, + "FN": 10384, + "FP": 18800, + "IoU": 0.7322102017782917, + "TN": 73774523, + "TP": 79797, + "n_pred": 98597, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710431420831, + "FN": 4363, + "FP": 6550, + "IoU": 0.9437160893693396, + "TN": 69301884, + "TP": 182979, + "n_pred": 189529, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8235701854181892, + "FN": 12818, + "FP": 10599, + "IoU": 0.7000589199713085, + "TN": 69417704, + "TP": 54655, + "n_pred": 65254, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7775577557755775, + "FN": 516, + "FP": 1169, + "IoU": 0.6360691144708424, + "TN": 69491146, + "TP": 2945, + "n_pred": 4114, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7541937692571037, + "FN": 949, + "FP": 487, + "IoU": 0.6053860950810662, + "TN": 69492137, + "TP": 2203, + "n_pred": 2690, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7613295416003548, + "FN": 19456, + "FP": 17136, + "IoU": 0.6146344545780061, + "TN": 69400822, + "TP": 58362, + "n_pred": 75498, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9560087532059793, + "FN": 8833, + "FP": 4254, + "IoU": 0.9157248742666898, + "TN": 69340487, + "TP": 142202, + "n_pred": 146456, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9396630520586646, + "FN": 3529, + "FP": 8089, + "IoU": 0.8861928784836166, + "TN": 69393691, + "TP": 90467, + "n_pred": 98556, + "n_ref": 93996 + }, + "2": { + "Dice": 0.967714369642428, + "FN": 5198, + "FP": 4474, + "IoU": 0.937448261589404, + "TN": 69341152, + "TP": 144952, + "n_pred": 149426, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9714472505246199, + "FN": 6146, + "FP": 3637, + "IoU": 0.9444797566484683, + "TN": 69319570, + "TP": 166423, + "n_pred": 170060, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8423287810695639, + "FN": 8161, + "FP": 2680, + "IoU": 0.7276062212618407, + "TN": 69455977, + "TP": 28958, + "n_pred": 31638, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8984813425888987, + "FN": 2202, + "FP": 1615, + "IoU": 0.815675101410083, + "TN": 69475068, + "TP": 16891, + "n_pred": 18506, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9827088562579344, + "FN": 23789, + "FP": 26389, + "IoU": 0.9660055160247225, + "TN": 68019713, + "TP": 1425885, + "n_pred": 1452274, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9666148905184996, + "FN": 13974, + "FP": 6681, + "IoU": 0.9353868965689832, + "TN": 69176104, + "TP": 299017, + "n_pred": 305698, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9507229573045969, + "FN": 5048, + "FP": 3622, + "IoU": 0.9060742955572166, + "TN": 69403469, + "TP": 83637, + "n_pred": 87259, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9189673256334607, + "FN": 5458, + "FP": 7753, + "IoU": 0.8500828396995075, + "TN": 69407654, + "TP": 74911, + "n_pred": 82664, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698064465528271, + "FN": 4570, + "FP": 7749, + "IoU": 0.9413827559954321, + "TN": 50623392, + "TP": 197841, + "n_pred": 205590, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8961137889757328, + "FN": 5845, + "FP": 10384, + "IoU": 0.8117809426609761, + "TN": 50747328, + "TP": 69995, + "n_pred": 80379, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8631865226259726, + "FN": 1016, + "FP": 795, + "IoU": 0.7593035619351409, + "TN": 50826028, + "TP": 5713, + "n_pred": 6508, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8858109196327911, + "FN": 799, + "FP": 619, + "IoU": 0.7950274645851402, + "TN": 50826634, + "TP": 5500, + "n_pred": 6119, + "n_ref": 6299 + }, + "13": { + "Dice": 0.875753090537639, + "FN": 6254, + "FP": 5666, + "IoU": 0.7789686439577964, + "TN": 50779623, + "TP": 42009, + "n_pred": 47675, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6195973356037462, + "FN": 25994, + "FP": 4388, + "IoU": 0.44885260770975055, + "TN": 50778427, + "TP": 24743, + "n_pred": 29131, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8766348014779192, + "FN": 4861, + "FP": 3553, + "IoU": 0.7803649273016785, + "TN": 50795243, + "TP": 29895, + "n_pred": 33448, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9739517618231173, + "FN": 5582, + "FP": 5463, + "IoU": 0.9492260944316494, + "TN": 50616019, + "TP": 206488, + "n_pred": 211951, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9729015558012242, + "FN": 4684, + "FP": 6371, + "IoU": 0.9472330148062585, + "TN": 50624046, + "TP": 198451, + "n_pred": 204822, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9369624445750308, + "FN": 426, + "FP": 1934, + "IoU": 0.8814010754309262, + "TN": 50813653, + "TP": 17539, + "n_pred": 19473, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9066437795029845, + "FN": 1224, + "FP": 1169, + "IoU": 0.8292300007136231, + "TN": 50819539, + "TP": 11620, + "n_pred": 12789, + "n_ref": 12844 + }, + "6": { + "Dice": 0.986692160872684, + "FN": 26443, + "FP": 32090, + "IoU": 0.9737338672149678, + "TN": 48605093, + "TP": 2169926, + "n_pred": 2202016, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9599956362842961, + "FN": 8368, + "FP": 9967, + "IoU": 0.9230688541098477, + "TN": 50595222, + "TP": 219995, + "n_pred": 229962, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9626361210137728, + "FN": 4094, + "FP": 3578, + "IoU": 0.9279637941071529, + "TN": 50727050, + "TP": 98830, + "n_pred": 102408, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9518800628702696, + "FN": 4896, + "FP": 6248, + "IoU": 0.9081785673088014, + "TN": 50712186, + "TP": 110222, + "n_pred": 116470, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780131607683762, + "FN": 5958, + "FP": 3304, + "IoU": 0.9569723632680935, + "TN": 76669603, + "TP": 205995, + "n_pred": 209299, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8234114846289349, + "FN": 9100, + "FP": 14859, + "IoU": 0.6998296123681376, + "TN": 76805042, + "TP": 55859, + "n_pred": 70718, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8087242513415267, + "FN": 538, + "FP": 567, + "IoU": 0.6788724208079047, + "TN": 76881419, + "TP": 2336, + "n_pred": 2903, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8277581549968834, + "FN": 617, + "FP": 212, + "IoU": 0.7061325771003191, + "TN": 76882039, + "TP": 1992, + "n_pred": 2204, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6444746187591394, + "FN": 11932, + "FP": 22106, + "IoU": 0.4754426790365085, + "TN": 76819971, + "TP": 30851, + "n_pred": 52957, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9467292931607286, + "FN": 3001, + "FP": 5834, + "IoU": 0.8988470741788123, + "TN": 76797517, + "TP": 78508, + "n_pred": 84342, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8203449724108967, + "FN": 11693, + "FP": 712, + "IoU": 0.6954109067694649, + "TN": 76844133, + "TP": 28322, + "n_pred": 29034, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9568548799306796, + "FN": 5617, + "FP": 3246, + "IoU": 0.9172787769616307, + "TN": 76777717, + "TP": 98280, + "n_pred": 101526, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9611010056660185, + "FN": 5473, + "FP": 1969, + "IoU": 0.9251149639259804, + "TN": 76785481, + "TP": 91937, + "n_pred": 93906, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9601150566167683, + "FN": 1183, + "FP": 786, + "IoU": 0.9232896992364032, + "TN": 76859192, + "TP": 23699, + "n_pred": 24485, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9118010761672404, + "FN": 2114, + "FP": 525, + "IoU": 0.8378992628992629, + "TN": 76868580, + "TP": 13641, + "n_pred": 14166, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9751150861618131, + "FN": 26282, + "FP": 30105, + "IoU": 0.9514386181273894, + "TN": 75723711, + "TP": 1104762, + "n_pred": 1134867, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9273083994521292, + "FN": 10856, + "FP": 12708, + "IoU": 0.8644687801960153, + "TN": 76710996, + "TP": 150300, + "n_pred": 163008, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9613456167945302, + "FN": 2434, + "FP": 3587, + "IoU": 0.925568343367164, + "TN": 76803967, + "TP": 74872, + "n_pred": 78459, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9380320839968265, + "FN": 8413, + "FP": 2600, + "IoU": 0.8832960674812169, + "TN": 76790493, + "TP": 83354, + "n_pred": 85954, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9456377880260097, + "FN": 9539, + "FP": 3687, + "IoU": 0.8968813347887105, + "TN": 130871672, + "TP": 115034, + "n_pred": 118721, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8504445548455621, + "FN": 7920, + "FP": 9540, + "IoU": 0.7398029894341535, + "TN": 130932829, + "TP": 49643, + "n_pred": 59183, + "n_ref": 57563 + }, + "11": { + "Dice": 0.720454301939355, + "FN": 2206, + "FP": 403, + "IoU": 0.5630547646960308, + "TN": 130993961, + "TP": 3362, + "n_pred": 3765, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8277100321687738, + "FN": 1770, + "FP": 533, + "IoU": 0.7060625398851308, + "TN": 130992097, + "TP": 5532, + "n_pred": 6065, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7444502805960247, + "FN": 24559, + "FP": 12417, + "IoU": 0.5929277583283793, + "TN": 130909098, + "TP": 53858, + "n_pred": 66275, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8085516347975191, + "FN": 301998, + "FP": 3034, + "IoU": 0.6786291864692849, + "TN": 130050773, + "TP": 644127, + "n_pred": 647161, + "n_ref": 946125 + }, + "15": { + "Dice": 0.4665773063698351, + "FN": 17304, + "FP": 1002, + "IoU": 0.30427181514138035, + "TN": 130973620, + "TP": 8006, + "n_pred": 9008, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9503000977062299, + "FN": 14607, + "FP": 6757, + "IoU": 0.9053064553303902, + "TN": 130774320, + "TP": 204248, + "n_pred": 211005, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9597960964143828, + "FN": 16807, + "FP": 5497, + "IoU": 0.9226999563315751, + "TN": 130711394, + "TP": 266234, + "n_pred": 271731, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 474, + "IoU": 0.0, + "TN": 130997178, + "TP": 0, + "n_pred": 474, + "n_ref": 2280 + }, + "5": { + "Dice": 0.776443654253635, + "FN": 7779, + "FP": 1400, + "IoU": 0.6345794020462598, + "TN": 130974813, + "TP": 15940, + "n_pred": 17340, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9697344086217304, + "FN": 61754, + "FP": 26337, + "IoU": 0.9412470111948884, + "TN": 129500587, + "TP": 1411254, + "n_pred": 1437591, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8825723075677535, + "FN": 29646, + "FP": 16768, + "IoU": 0.7898249824529626, + "TN": 130779097, + "TP": 174421, + "n_pred": 191189, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9596012987993657, + "FN": 5297, + "FP": 4868, + "IoU": 0.9223399622586732, + "TN": 130869041, + "TP": 120726, + "n_pred": 125594, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8221383729629509, + "FN": 6669, + "FP": 15203, + "IoU": 0.6979923227748475, + "TN": 130927510, + "TP": 50550, + "n_pred": 65753, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587810051512922, + "FN": 2045, + "FP": 2716, + "IoU": 0.9208255034673141, + "TN": 74366565, + "TP": 55372, + "n_pred": 58088, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8708018313309993, + "FN": 12490, + "FP": 7179, + "IoU": 0.7711682993228937, + "TN": 74340744, + "TP": 66285, + "n_pred": 73464, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7945378151260504, + "FN": 497, + "FP": 481, + "IoU": 0.6591146741024747, + "TN": 74423829, + "TP": 1891, + "n_pred": 2372, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7353694581280789, + "FN": 591, + "FP": 752, + "IoU": 0.5814895606107822, + "TN": 74423489, + "TP": 1866, + "n_pred": 2618, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5734314801112443, + "FN": 58378, + "FP": 8496, + "IoU": 0.40196560636005113, + "TN": 74314875, + "TP": 44949, + "n_pred": 53445, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9368253090986888, + "FN": 13254, + "FP": 8007, + "IoU": 0.8811583995707147, + "TN": 74247796, + "TP": 157641, + "n_pred": 165648, + "n_ref": 170895 + }, + "15": { + "Dice": 0.79541301411584, + "FN": 7201, + "FP": 524, + "IoU": 0.6603201125670566, + "TN": 74403956, + "TP": 15017, + "n_pred": 15541, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9462520346097832, + "FN": 8297, + "FP": 4251, + "IoU": 0.8979870573314689, + "TN": 74303694, + "TP": 110456, + "n_pred": 114707, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9505523774231651, + "FN": 8067, + "FP": 4743, + "IoU": 0.90576447740113, + "TN": 74290762, + "TP": 123126, + "n_pred": 127869, + "n_ref": 131193 + }, + "4": { + "Dice": 0.776762851137015, + "FN": 10136, + "FP": 1546, + "IoU": 0.6350059363869275, + "TN": 74394692, + "TP": 20324, + "n_pred": 21870, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760244520763747, + "FN": 17091, + "FP": 25675, + "IoU": 0.9531716397481522, + "TN": 73513448, + "TP": 870484, + "n_pred": 896159, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8738694613671131, + "FN": 20268, + "FP": 17330, + "IoU": 0.7759930411158047, + "TN": 74258855, + "TP": 130245, + "n_pred": 147575, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9438823719204443, + "FN": 2276, + "FP": 2594, + "IoU": 0.8937284510976302, + "TN": 74380872, + "TP": 40956, + "n_pred": 43550, + "n_ref": 43232 + }, + "9": { + "Dice": 0.9008641315056154, + "FN": 1767, + "FP": 5277, + "IoU": 0.819611257650644, + "TN": 74387649, + "TP": 32005, + "n_pred": 37282, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750751701218547, + "FN": 4848, + "FP": 2082, + "IoU": 0.951362618698371, + "TN": 106504205, + "TP": 135553, + "n_pred": 137635, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8761250906713254, + "FN": 13587, + "FP": 10663, + "IoU": 0.779557478682981, + "TN": 106536682, + "TP": 85756, + "n_pred": 96419, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6455922700703806, + "FN": 1945, + "FP": 1026, + "IoU": 0.4766602078562621, + "TN": 106641011, + "TP": 2706, + "n_pred": 3732, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8503894222061221, + "FN": 775, + "FP": 877, + "IoU": 0.7397195525445092, + "TN": 106640341, + "TP": 4695, + "n_pred": 5572, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8072391262746385, + "FN": 11415, + "FP": 2687, + "IoU": 0.6767820307128123, + "TN": 106603058, + "TP": 29528, + "n_pred": 32215, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9584123619323887, + "FN": 1533, + "FP": 4431, + "IoU": 0.9201456765658892, + "TN": 106572002, + "TP": 68722, + "n_pred": 73153, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8933811542223671, + "FN": 3271, + "FP": 2288, + "IoU": 0.807307012374779, + "TN": 106617839, + "TP": 23290, + "n_pred": 25578, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9718665996633883, + "FN": 3913, + "FP": 6668, + "IoU": 0.9452728598693501, + "TN": 106453347, + "TP": 182760, + "n_pred": 189428, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9740642987877662, + "FN": 3607, + "FP": 4215, + "IoU": 0.9494399089892507, + "TN": 106491981, + "TP": 146885, + "n_pred": 151100, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8516426408784853, + "FN": 660, + "FP": 2623, + "IoU": 0.7416181331654337, + "TN": 106633982, + "TP": 9423, + "n_pred": 12046, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7061875729666623, + "FN": 1720, + "FP": 545, + "IoU": 0.545819129737317, + "TN": 106641701, + "TP": 2722, + "n_pred": 3267, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9772821601752442, + "FN": 35243, + "FP": 22284, + "IoU": 0.9555735923631711, + "TN": 105351805, + "TP": 1237356, + "n_pred": 1259640, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9666381674774365, + "FN": 10662, + "FP": 11853, + "IoU": 0.9354304920646757, + "TN": 106297994, + "TP": 326179, + "n_pred": 338032, + "n_ref": 336841 + }, + "8": { + "Dice": 0.963570954559743, + "FN": 2061, + "FP": 3154, + "IoU": 0.9297027701017726, + "TN": 106572503, + "TP": 68970, + "n_pred": 72124, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9233570106846535, + "FN": 7739, + "FP": 5101, + "IoU": 0.857625991018462, + "TN": 106556503, + "TP": 77345, + "n_pred": 82446, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699651302487766, + "FN": 5785, + "FP": 3440, + "IoU": 0.941681838871188, + "TN": 107968744, + "TP": 148959, + "n_pred": 152399, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8892687337747571, + "FN": 4924, + "FP": 14057, + "IoU": 0.8006155591504023, + "TN": 108031730, + "TP": 76217, + "n_pred": 90274, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8056640625, + "FN": 562, + "FP": 632, + "IoU": 0.6745707277187244, + "TN": 108123259, + "TP": 2475, + "n_pred": 3107, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8112428400159851, + "FN": 929, + "FP": 488, + "IoU": 0.6824294038547737, + "TN": 108122466, + "TP": 3045, + "n_pred": 3533, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8141663891475291, + "FN": 17525, + "FP": 9818, + "IoU": 0.6865772581384686, + "TN": 108039688, + "TP": 59897, + "n_pred": 69715, + "n_ref": 77422 + }, + "14": { + "Dice": 0.856180112397152, + "FN": 2796, + "FP": 9667, + "IoU": 0.7485270379338176, + "TN": 108077368, + "TP": 37097, + "n_pred": 46764, + "n_ref": 39893 + }, + "15": { + "Dice": 0.784033285658562, + "FN": 9141, + "FP": 825, + "IoU": 0.644781864841745, + "TN": 108098872, + "TP": 18090, + "n_pred": 18915, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9665354278306194, + "FN": 8858, + "FP": 3713, + "IoU": 0.9352380854253494, + "TN": 107932817, + "TP": 181540, + "n_pred": 185253, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9682121938605229, + "FN": 10220, + "FP": 2257, + "IoU": 0.9383830552167235, + "TN": 107924435, + "TP": 190016, + "n_pred": 192273, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9402422885065662, + "FN": 983, + "FP": 3126, + "IoU": 0.887223823246878, + "TN": 108090493, + "TP": 32326, + "n_pred": 35452, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8759034668626731, + "FN": 302, + "FP": 711, + "IoU": 0.7792066259808196, + "TN": 108122340, + "TP": 3575, + "n_pred": 4286, + "n_ref": 3877 + }, + "6": { + "Dice": 0.983369386202444, + "FN": 27862, + "FP": 21234, + "IoU": 0.9672828782217495, + "TN": 106626307, + "TP": 1451525, + "n_pred": 1472759, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.969093301986636, + "FN": 8237, + "FP": 7591, + "IoU": 0.9400397764939862, + "TN": 107862953, + "TP": 248147, + "n_pred": 255738, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9574693260452405, + "FN": 2007, + "FP": 1650, + "IoU": 0.9184087815979117, + "TN": 108082107, + "TP": 41164, + "n_pred": 42814, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9144375694113914, + "FN": 4101, + "FP": 6685, + "IoU": 0.8423629481314763, + "TN": 108058505, + "TP": 57637, + "n_pred": 64322, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9393209147649227, + "FN": 7556, + "FP": 7552, + "IoU": 0.8855844598432353, + "TN": 62438115, + "TP": 116937, + "n_pred": 124489, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9059805453180159, + "FN": 6663, + "FP": 4230, + "IoU": 0.8281210552890684, + "TN": 62506784, + "TP": 52483, + "n_pred": 56713, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6691973969631236, + "FN": 818, + "FP": 402, + "IoU": 0.5028524857375714, + "TN": 62567706, + "TP": 1234, + "n_pred": 1636, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7869495891083037, + "FN": 1059, + "FP": 678, + "IoU": 0.6487360970677452, + "TN": 62565215, + "TP": 3208, + "n_pred": 3886, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8772143274284602, + "FN": 5659, + "FP": 4433, + "IoU": 0.7812838628581336, + "TN": 62524018, + "TP": 36050, + "n_pred": 40483, + "n_ref": 41709 + }, + "14": { + "Dice": 0.967962861933054, + "FN": 14667, + "FP": 7824, + "IoU": 0.9379147573565947, + "TN": 62207900, + "TP": 339769, + "n_pred": 347593, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9141419390127171, + "FN": 7775, + "FP": 7922, + "IoU": 0.8418613554165282, + "TN": 62470899, + "TP": 83564, + "n_pred": 91486, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9587498890171358, + "FN": 5036, + "FP": 8902, + "IoU": 0.9207681025955865, + "TN": 62394246, + "TP": 161976, + "n_pred": 170878, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9730049280911257, + "FN": 6775, + "FP": 3956, + "IoU": 0.9474290137367483, + "TN": 62366036, + "TP": 193393, + "n_pred": 197349, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9225792721855715, + "FN": 1804, + "FP": 1834, + "IoU": 0.8562850596507862, + "TN": 62544846, + "TP": 21676, + "n_pred": 23510, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7055791599916417, + "FN": 3110, + "FP": 1117, + "IoU": 0.5450925527335342, + "TN": 62560868, + "TP": 5065, + "n_pred": 6182, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9729510326355187, + "FN": 58872, + "FP": 18897, + "IoU": 0.9473268203873632, + "TN": 61093716, + "TP": 1398675, + "n_pred": 1417572, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8996800339143863, + "FN": 9129, + "FP": 30627, + "IoU": 0.8176531024107437, + "TN": 62352136, + "TP": 178268, + "n_pred": 208895, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9174897802845928, + "FN": 2455, + "FP": 9716, + "IoU": 0.8475576152304609, + "TN": 62490320, + "TP": 67669, + "n_pred": 77385, + "n_ref": 70124 + }, + "9": { + "Dice": 0.9042753224060321, + "FN": 1985, + "FP": 8095, + "IoU": 0.8252760395902307, + "TN": 62512469, + "TP": 47611, + "n_pred": 55706, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9308308226243911, + "FN": 8211, + "FP": 32287, + "IoU": 0.8706113516190355, + "TN": 55068253, + "TP": 272497, + "n_pred": 304784, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8878604757897958, + "FN": 6927, + "FP": 10665, + "IoU": 0.7983355113831763, + "TN": 55294014, + "TP": 69642, + "n_pred": 80307, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7757789535567313, + "FN": 1028, + "FP": 879, + "IoU": 0.6336918939684979, + "TN": 55376042, + "TP": 3299, + "n_pred": 4178, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8290542023260917, + "FN": 950, + "FP": 608, + "IoU": 0.7080209895052474, + "TN": 55375912, + "TP": 3778, + "n_pred": 4386, + "n_ref": 4728 + }, + "13": { + "Dice": 0.838232954445014, + "FN": 7453, + "FP": 10849, + "IoU": 0.7215155203895314, + "TN": 55315528, + "TP": 47418, + "n_pred": 58267, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9464999842554398, + "FN": 5012, + "FP": 5182, + "IoU": 0.8984337637494022, + "TN": 55280880, + "TP": 90174, + "n_pred": 95356, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8799115504961866, + "FN": 5886, + "FP": 16489, + "IoU": 0.7855732740445432, + "TN": 55276900, + "TP": 81973, + "n_pred": 98462, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9685500410172272, + "FN": 6462, + "FP": 5806, + "IoU": 0.9390179645481026, + "TN": 55180074, + "TP": 188906, + "n_pred": 194712, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9701292492379628, + "FN": 8364, + "FP": 2445, + "IoU": 0.9419912630008479, + "TN": 55194914, + "TP": 175525, + "n_pred": 177970, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8549071230071669, + "FN": 1564, + "FP": 420, + "IoU": 0.7465832162472857, + "TN": 55373419, + "TP": 5845, + "n_pred": 6265, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7450484618626212, + "FN": 2104, + "FP": 316, + "IoU": 0.5936870382807253, + "TN": 55375292, + "TP": 3536, + "n_pred": 3852, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9697150697706935, + "FN": 70133, + "FP": 19104, + "IoU": 0.941210573229357, + "TN": 53863339, + "TP": 1428672, + "n_pred": 1447776, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9457006569434748, + "FN": 13376, + "FP": 5213, + "IoU": 0.8969944477076014, + "TN": 55200782, + "TP": 161877, + "n_pred": 167090, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9570006805035727, + "FN": 2050, + "FP": 1994, + "IoU": 0.9175467928067529, + "TN": 55332202, + "TP": 45002, + "n_pred": 46996, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9037425479182017, + "FN": 3695, + "FP": 6364, + "IoU": 0.8243889664804469, + "TN": 55323968, + "TP": 47221, + "n_pred": 53585, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981005702976485, + "FN": 6202, + "FP": 4739, + "IoU": 0.9627195224173533, + "TN": 110853137, + "TP": 282537, + "n_pred": 287276, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8833721852394799, + "FN": 8758, + "FP": 10654, + "IoU": 0.7911070936639119, + "TN": 111053687, + "TP": 73516, + "n_pred": 84170, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8169908693926161, + "FN": 547, + "FP": 836, + "IoU": 0.6906040268456376, + "TN": 111142145, + "TP": 3087, + "n_pred": 3923, + "n_ref": 3634 + }, + "12": { + "Dice": 0.842200180342651, + "FN": 769, + "FP": 106, + "IoU": 0.7274143302180686, + "TN": 111143405, + "TP": 2335, + "n_pred": 2441, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8928684206152669, + "FN": 8871, + "FP": 4021, + "IoU": 0.8064700142610524, + "TN": 111080000, + "TP": 53723, + "n_pred": 57744, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9158989960450259, + "FN": 3484, + "FP": 3427, + "IoU": 0.8448465527692343, + "TN": 111102072, + "TP": 37632, + "n_pred": 41059, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8790822851253077, + "FN": 2336, + "FP": 3999, + "IoU": 0.7842522902973129, + "TN": 111117252, + "TP": 23028, + "n_pred": 27027, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9666079467606186, + "FN": 7735, + "FP": 2501, + "IoU": 0.9353738919615122, + "TN": 110988227, + "TP": 148152, + "n_pred": 150653, + "n_ref": 155887 + }, + "3": { + "Dice": 0.97546031090287, + "FN": 6079, + "FP": 5920, + "IoU": 0.9520961669747406, + "TN": 110896134, + "TP": 238482, + "n_pred": 244402, + "n_ref": 244561 + }, + "4": { + "Dice": 0.924786674160748, + "FN": 739, + "FP": 2205, + "IoU": 0.8600959939172171, + "TN": 111125572, + "TP": 18099, + "n_pred": 20304, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8204902133662494, + "FN": 114, + "FP": 1922, + "IoU": 0.6956196740917925, + "TN": 111139926, + "TP": 4653, + "n_pred": 6575, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9814515020849496, + "FN": 22194, + "FP": 37603, + "IoU": 0.9635785670431621, + "TN": 109504807, + "TP": 1582011, + "n_pred": 1619614, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9258743347453025, + "FN": 37719, + "FP": 16879, + "IoU": 0.8619795287414145, + "TN": 110751036, + "TP": 340981, + "n_pred": 357860, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9424511958471323, + "FN": 3571, + "FP": 5830, + "IoU": 0.8911656768427512, + "TN": 111060236, + "TP": 76978, + "n_pred": 82808, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9189021383831559, + "FN": 5534, + "FP": 3348, + "IoU": 0.8499712847538935, + "TN": 111087413, + "TP": 50320, + "n_pred": 53668, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739451175872958, + "FN": 7588, + "FP": 2824, + "IoU": 0.9492134721849621, + "TN": 96916010, + "TP": 194603, + "n_pred": 197427, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9199437261338514, + "FN": 5741, + "FP": 6209, + "IoU": 0.851755365339288, + "TN": 97040415, + "TP": 68660, + "n_pred": 74869, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8003825659243066, + "FN": 983, + "FP": 478, + "IoU": 0.6671981776765376, + "TN": 97116635, + "TP": 2929, + "n_pred": 3407, + "n_ref": 3912 + }, + "12": { + "Dice": 0.76165747051823, + "FN": 1763, + "FP": 440, + "IoU": 0.6150620304036345, + "TN": 97115302, + "TP": 3520, + "n_pred": 3960, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9007152906913821, + "FN": 5598, + "FP": 4493, + "IoU": 0.8193648861520836, + "TN": 97065161, + "TP": 45773, + "n_pred": 50266, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9481579577422637, + "FN": 6580, + "FP": 7278, + "IoU": 0.9014261834477363, + "TN": 96980440, + "TP": 126727, + "n_pred": 134005, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9336908791352723, + "FN": 777, + "FP": 8842, + "IoU": 0.8756287092227926, + "TN": 97043684, + "TP": 67722, + "n_pred": 76564, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9647716359775483, + "FN": 5651, + "FP": 6161, + "IoU": 0.9319408832934805, + "TN": 96947470, + "TP": 161743, + "n_pred": 167904, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9652101987407511, + "FN": 6298, + "FP": 9096, + "IoU": 0.9327596750240238, + "TN": 96892085, + "TP": 213546, + "n_pred": 222642, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9291846730048977, + "FN": 1107, + "FP": 1351, + "IoU": 0.8677356866121395, + "TN": 97102441, + "TP": 16126, + "n_pred": 17477, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8176778445435162, + "FN": 1912, + "FP": 2791, + "IoU": 0.6915863335300676, + "TN": 97105776, + "TP": 10546, + "n_pred": 13337, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9828005137118908, + "FN": 33058, + "FP": 21355, + "IoU": 0.9661826681590799, + "TN": 95511998, + "TP": 1554614, + "n_pred": 1575969, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9625958154464942, + "FN": 15642, + "FP": 8537, + "IoU": 0.9278888882261365, + "TN": 96785723, + "TP": 311123, + "n_pred": 319660, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9592386727303351, + "FN": 3293, + "FP": 4935, + "IoU": 0.9216701731671791, + "TN": 97015982, + "TP": 96815, + "n_pred": 101750, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9503021100249913, + "FN": 5325, + "FP": 4101, + "IoU": 0.9053101078898198, + "TN": 97021479, + "TP": 90120, + "n_pred": 94221, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769788485867726, + "FN": 4848, + "FP": 4214, + "IoU": 0.9549937919046436, + "TN": 78855055, + "TP": 192288, + "n_pred": 196502, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8754512173267454, + "FN": 7522, + "FP": 16803, + "IoU": 0.7784910986659381, + "TN": 78946590, + "TP": 85490, + "n_pred": 102293, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7929400228795555, + "FN": 583, + "FP": 684, + "IoU": 0.6569184944489574, + "TN": 79052712, + "TP": 2426, + "n_pred": 3110, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6771600803750837, + "FN": 982, + "FP": 946, + "IoU": 0.5118987341772152, + "TN": 79052455, + "TP": 2022, + "n_pred": 2968, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8186148955873888, + "FN": 16415, + "FP": 5326, + "IoU": 0.6929280659877686, + "TN": 78985604, + "TP": 49060, + "n_pred": 54386, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6032168056914964, + "FN": 17232, + "FP": 9929, + "IoU": 0.43186144288493317, + "TN": 79008598, + "TP": 20646, + "n_pred": 30575, + "n_ref": 37878 + }, + "15": { + "Dice": 0.715395842373082, + "FN": 11328, + "FP": 10317, + "IoU": 0.5568998341828901, + "TN": 79007556, + "TP": 27204, + "n_pred": 37521, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9555178177679778, + "FN": 5278, + "FP": 4728, + "IoU": 0.9148244307299426, + "TN": 78938930, + "TP": 107469, + "n_pred": 112197, + "n_ref": 112747 + }, + "3": { + "Dice": 0.955469899071867, + "FN": 8346, + "FP": 2190, + "IoU": 0.9147365865501336, + "TN": 78932835, + "TP": 113034, + "n_pred": 115224, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8920326808137303, + "FN": 348, + "FP": 1621, + "IoU": 0.8051073938434129, + "TN": 79046302, + "TP": 8134, + "n_pred": 9755, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9047295328736525, + "FN": 300, + "FP": 681, + "IoU": 0.8260329845717326, + "TN": 79050766, + "TP": 4658, + "n_pred": 5339, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9820274605805344, + "FN": 26954, + "FP": 20326, + "IoU": 0.9646895397989514, + "TN": 77717425, + "TP": 1291700, + "n_pred": 1312026, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.965545718746651, + "FN": 14485, + "FP": 18307, + "IoU": 0.9333865558338564, + "TN": 78564132, + "TP": 459481, + "n_pred": 477788, + "n_ref": 473966 + }, + "8": { + "Dice": 0.947698225586301, + "FN": 977, + "FP": 2395, + "IoU": 0.9005954837568539, + "TN": 79022483, + "TP": 30550, + "n_pred": 32945, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9386599780002662, + "FN": 4304, + "FP": 4451, + "IoU": 0.8844102347442634, + "TN": 78980663, + "TP": 66987, + "n_pred": 71438, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710562521091296, + "FN": 8973, + "FP": 4407, + "IoU": 0.943740854735355, + "TN": 122474112, + "TP": 224448, + "n_pred": 228855, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8775348004926681, + "FN": 15993, + "FP": 10356, + "IoU": 0.7817924340797668, + "TN": 122591188, + "TP": 94403, + "n_pred": 104759, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8421181662172101, + "FN": 747, + "FP": 541, + "IoU": 0.7272919754393394, + "TN": 122707217, + "TP": 3435, + "n_pred": 3976, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5070957648899318, + "FN": 4021, + "FP": 390, + "IoU": 0.33967065868263474, + "TN": 122705260, + "TP": 2269, + "n_pred": 2659, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6804891474457911, + "FN": 22276, + "FP": 7327, + "IoU": 0.5157131872985751, + "TN": 122650813, + "TP": 31524, + "n_pred": 38851, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9253853999990331, + "FN": 11981, + "FP": 3454, + "IoU": 0.8611323538673312, + "TN": 122600791, + "TP": 95714, + "n_pred": 99168, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9447762195531101, + "FN": 1809, + "FP": 3952, + "IoU": 0.8953325702658018, + "TN": 122656899, + "TP": 49280, + "n_pred": 53232, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9698378740249156, + "FN": 3662, + "FP": 4628, + "IoU": 0.9414419823548941, + "TN": 122570371, + "TP": 133279, + "n_pred": 137907, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9778432750141371, + "FN": 3220, + "FP": 3245, + "IoU": 0.9566471081307628, + "TN": 122562815, + "TP": 142660, + "n_pred": 145905, + "n_ref": 145880 + }, + "4": { + "Dice": 0.95765341256393, + "FN": 3590, + "FP": 1883, + "IoU": 0.9187475875174441, + "TN": 122644582, + "TP": 61885, + "n_pred": 63768, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7869381837353367, + "FN": 5268, + "FP": 1198, + "IoU": 0.6487205954256533, + "TN": 122693533, + "TP": 11941, + "n_pred": 13139, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9822912774360646, + "FN": 42825, + "FP": 17316, + "IoU": 0.9651988389775781, + "TN": 120983808, + "TP": 1667991, + "n_pred": 1685307, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.855535100148946, + "FN": 94073, + "FP": 65381, + "IoU": 0.7475415805764679, + "TN": 122080335, + "TP": 472151, + "n_pred": 537532, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9071369428611675, + "FN": 4433, + "FP": 22596, + "IoU": 0.830055455654339, + "TN": 122552894, + "TP": 132017, + "n_pred": 154613, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9173521876964466, + "FN": 6889, + "FP": 5338, + "IoU": 0.8473228110483991, + "TN": 122631856, + "TP": 67857, + "n_pred": 73195, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c2fb0a5bdd3d97dcaaa52c7aa99c76209bd651c6 --- /dev/null +++ b/nnActive_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7239524404886081, + "FN": 5634.331111111112, + "FP": 4573.5, + "IoU": 0.6351473103640621, + "TN": 1129537.5533333335, + "TP": 22626.882222222226, + "n_pred": 27200.382222222222, + "n_ref": 28261.21333333333 + }, + "mean": { + "1": { + "Dice": 0.72508333143896, + "FN": 706.3333333333334, + "FP": 4658.766666666666, + "IoU": 0.6905636470384808, + "TN": 1127122.9666666666, + "TP": 29884.2, + "n_pred": 34542.96666666667, + "n_ref": 30590.533333333333 + }, + "10": { + "Dice": 0.712938682880147, + "FN": 2486.866666666667, + "FP": 2761.3333333333335, + "IoU": 0.6083069747856246, + "TN": 1142614.1666666667, + "TP": 14509.9, + "n_pred": 17271.233333333334, + "n_ref": 16996.766666666666 + }, + "11": { + "Dice": 0.6122965432860914, + "FN": 261.7, + "FP": 196.5, + "IoU": 0.4867602247931028, + "TN": 1161267.9, + "TP": 646.1666666666666, + "n_pred": 842.6666666666666, + "n_ref": 907.8666666666667 + }, + "12": { + "Dice": 0.4500366814529874, + "FN": 590.0333333333333, + "FP": 161.16666666666666, + "IoU": 0.3441869357536649, + "TN": 1160900.3333333333, + "TP": 720.7333333333333, + "n_pred": 881.9, + "n_ref": 1310.7666666666667 + }, + "13": { + "Dice": 0.7451295083187149, + "FN": 4784.666666666667, + "FP": 3656.9666666666667, + "IoU": 0.6283165520698107, + "TN": 1139809.5, + "TP": 14121.133333333333, + "n_pred": 17778.1, + "n_ref": 18905.8 + }, + "14": { + "Dice": 0.7607490872960805, + "FN": 1857.3666666666666, + "FP": 4496.133333333333, + "IoU": 0.6879148792871785, + "TN": 1137103.4333333333, + "TP": 18915.333333333332, + "n_pred": 23411.466666666667, + "n_ref": 20772.7 + }, + "15": { + "Dice": 0.5711216199129818, + "FN": 1124.3666666666666, + "FP": 5249.133333333333, + "IoU": 0.47456776446537235, + "TN": 1144458.5333333334, + "TP": 11540.233333333334, + "n_pred": 16789.366666666665, + "n_ref": 12664.6 + }, + "2": { + "Dice": 0.7918090972385291, + "FN": 2781.5666666666666, + "FP": 790.1333333333333, + "IoU": 0.7280463299238288, + "TN": 1141768.5666666667, + "TP": 17032.0, + "n_pred": 17822.133333333335, + "n_ref": 19813.566666666666 + }, + "3": { + "Dice": 0.8152680089554706, + "FN": 1369.8, + "FP": 2914.9666666666667, + "IoU": 0.7424819588446271, + "TN": 1135712.8666666667, + "TP": 22374.633333333335, + "n_pred": 25289.6, + "n_ref": 23744.433333333334 + }, + "4": { + "Dice": 0.6659800896190143, + "FN": 1717.0666666666666, + "FP": 2924.6666666666665, + "IoU": 0.563728757232531, + "TN": 1149006.2, + "TP": 8724.333333333334, + "n_pred": 11649.0, + "n_ref": 10441.4 + }, + "5": { + "Dice": 0.7158018315838568, + "FN": 780.2666666666667, + "FP": 330.4, + "IoU": 0.5997351147738204, + "TN": 1159498.3666666667, + "TP": 1763.2333333333333, + "n_pred": 2093.633333333333, + "n_ref": 2543.5 + }, + "6": { + "Dice": 0.892084715251831, + "FN": 51895.433333333334, + "FP": 4110.8, + "IoU": 0.8214199229803806, + "TN": 987286.6333333333, + "TP": 119079.4, + "n_pred": 123190.2, + "n_ref": 170974.83333333334 + }, + "7": { + "Dice": 0.6754048582043233, + "FN": 11592.333333333334, + "FP": 33436.76666666667, + "IoU": 0.5760252047553152, + "TN": 1061698.0666666667, + "TP": 55645.1, + "n_pred": 89081.86666666667, + "n_ref": 67237.43333333333 + }, + "8": { + "Dice": 0.8713900494756508, + "FN": 839.2666666666667, + "FP": 1421.1333333333334, + "IoU": 0.8124683954988182, + "TN": 1149023.8666666667, + "TP": 11088.0, + "n_pred": 12509.133333333333, + "n_ref": 11927.266666666666 + }, + "9": { + "Dice": 0.8541925024144816, + "FN": 1727.9, + "FP": 1493.6333333333334, + "IoU": 0.7626869932583764, + "TN": 1145791.9, + "TP": 13358.833333333334, + "n_pred": 14852.466666666667, + "n_ref": 15086.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9294593813240821, + "FN": 654, + "FP": 322, + "IoU": 0.8682149608425601, + "TN": 518290, + "TP": 6430, + "n_pred": 6752, + "n_ref": 7084 + }, + "10": { + "Dice": 0.7142857142857143, + "FN": 45, + "FP": 159, + "IoU": 0.5555555555555556, + "TN": 525237, + "TP": 255, + "n_pred": 414, + "n_ref": 300 + }, + "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": 0.9509721769236559, + "FN": 4180, + "FP": 5591, + "IoU": 0.9065271254053744, + "TN": 421163, + "TP": 94762, + "n_pred": 100353, + "n_ref": 98942 + }, + "3": { + "Dice": 0.9389818646910482, + "FN": 4169, + "FP": 5945, + "IoU": 0.8849819182568744, + "TN": 437762, + "TP": 77820, + "n_pred": 83765, + "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": 0.937425705794948, + "FN": 3536, + "FP": 3202, + "IoU": 0.8822213288119002, + "TN": 468487, + "TP": 50471, + "n_pred": 53673, + "n_ref": 54007 + }, + "7": { + "Dice": 0.9415759347217147, + "FN": 10771, + "FP": 1222, + "IoU": 0.8896017821308246, + "TN": 417062, + "TP": 96641, + "n_pred": 97863, + "n_ref": 107412 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781738185418553, + "FN": 6342, + "FP": 1109, + "IoU": 0.957280050454376, + "TN": 701745, + "TP": 166964, + "n_pred": 168073, + "n_ref": 173306 + }, + "10": { + "Dice": 0.7620694624585675, + "FN": 3698, + "FP": 1255, + "IoU": 0.6155995343422584, + "TN": 863275, + "TP": 7932, + "n_pred": 9187, + "n_ref": 11630 + }, + "11": { + "Dice": 0.6833019004787465, + "FN": 3430, + "FP": 936, + "IoU": 0.5189510797708241, + "TN": 867084, + "TP": 4710, + "n_pred": 5646, + "n_ref": 8140 + }, + "12": { + "Dice": 0.630089344606344, + "FN": 5137, + "FP": 1032, + "IoU": 0.4599492252473081, + "TN": 864737, + "TP": 5254, + "n_pred": 6286, + "n_ref": 10391 + }, + "13": { + "Dice": 0.8317478082447305, + "FN": 1562, + "FP": 242, + "IoU": 0.7119591250199585, + "TN": 869897, + "TP": 4459, + "n_pred": 4701, + "n_ref": 6021 + }, + "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": 0.9576294342111462, + "FN": 2417, + "FP": 2080, + "IoU": 0.9187034492732663, + "TN": 820844, + "TP": 50819, + "n_pred": 52899, + "n_ref": 53236 + }, + "3": { + "Dice": 0.9504781844958214, + "FN": 838, + "FP": 1953, + "IoU": 0.9056297548605241, + "TN": 846585, + "TP": 26784, + "n_pred": 28737, + "n_ref": 27622 + }, + "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": 0.9750710475145834, + "FN": 3214, + "FP": 2786, + "IoU": 0.9513547696648343, + "TN": 752818, + "TP": 117342, + "n_pred": 120128, + "n_ref": 120556 + }, + "7": { + "Dice": 0.922752688172043, + "FN": 565, + "FP": 1231, + "IoU": 0.8565838856504032, + "TN": 863637, + "TP": 10727, + "n_pred": 11958, + "n_ref": 11292 + }, + "8": { + "Dice": 0.9510375961315418, + "FN": 1650, + "FP": 3838, + "IoU": 0.9066460271828806, + "TN": 817373, + "TP": 53299, + "n_pred": 57137, + "n_ref": 54949 + }, + "9": { + "Dice": 0.9031606130354236, + "FN": 180, + "FP": 1545, + "IoU": 0.8234210256935203, + "TN": 866391, + "TP": 8044, + "n_pred": 9589, + "n_ref": 8224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0009.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": 346, + "IoU": 0.0, + "TN": 875814, + "TP": 0, + "n_pred": 346, + "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": 0.05456509994597515, + "FN": 212, + "FP": 20788, + "IoU": 0.028047764509858374, + "TN": 854554, + "TP": 606, + "n_pred": 21394, + "n_ref": 818 + }, + "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": 0.9055553060582925, + "FN": 1628, + "FP": 475, + "IoU": 0.8274107509232663, + "TN": 863975, + "TP": 10082, + "n_pred": 10557, + "n_ref": 11710 + }, + "5": { + "Dice": 0.715113965781845, + "FN": 5696, + "FP": 4328, + "IoU": 0.5565582835655828, + "TN": 853555, + "TP": 12581, + "n_pred": 16909, + "n_ref": 18277 + }, + "6": { + "Dice": 0.973439758725716, + "FN": 5117, + "FP": 4676, + "IoU": 0.9482539061880783, + "TN": 686909, + "TP": 179458, + "n_pred": 184134, + "n_ref": 184575 + }, + "7": { + "Dice": 0.6830830159452576, + "FN": 37353, + "FP": 2338, + "IoU": 0.5186986151868649, + "TN": 793694, + "TP": 42775, + "n_pred": 45113, + "n_ref": 80128 + }, + "8": { + "Dice": 0.9572525252525252, + "FN": 1413, + "FP": 174, + "IoU": 0.9180099194048357, + "TN": 856804, + "TP": 17769, + "n_pred": 17943, + "n_ref": 19182 + }, + "9": { + "Dice": 0.8444551128180509, + "FN": 1826, + "FP": 766, + "IoU": 0.7307852098047362, + "TN": 866532, + "TP": 7036, + "n_pred": 7802, + "n_ref": 8862 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9874289548468582, + "FN": 1798, + "FP": 2024, + "IoU": 0.9751700481397025, + "TN": 547001, + "TP": 150105, + "n_pred": 152129, + "n_ref": 151903 + }, + "10": { + "Dice": 0.0, + "FN": 36, + "FP": 1939, + "IoU": 0.0, + "TN": 698953, + "TP": 0, + "n_pred": 1939, + "n_ref": 36 + }, + "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": 0.994151770278936, + "FN": 1048, + "FP": 931, + "IoU": 0.9883715464256755, + "TN": 530742, + "TP": 168207, + "n_pred": 169138, + "n_ref": 169255 + }, + "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": 0.6567164179104478, + "FN": 234, + "FP": 19, + "IoU": 0.4888888888888889, + "TN": 700433, + "TP": 242, + "n_pred": 261, + "n_ref": 476 + }, + "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": 0.8814165623323198, + "FN": 589, + "FP": 74, + "IoU": 0.7879756955548449, + "TN": 697801, + "TP": 2464, + "n_pred": 2538, + "n_ref": 3053 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14418, + "IoU": 0.0, + "TN": 1036974, + "TP": 0, + "n_pred": 14418, + "n_ref": 0 + }, + "10": { + "Dice": 0.4929784270170551, + "FN": 5940, + "FP": 7527, + "IoU": 0.3271210152892975, + "TN": 1031378, + "TP": 6547, + "n_pred": 14074, + "n_ref": 12487 + }, + "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": 0.41470562340422856, + "FN": 45627, + "FP": 908, + "IoU": 0.2615953412354612, + "TN": 988371, + "TP": 16486, + "n_pred": 17394, + "n_ref": 62113 + }, + "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": 0.9309068827447483, + "FN": 1540, + "FP": 2101, + "IoU": 0.8707444353722177, + "TN": 1023223, + "TP": 24528, + "n_pred": 26629, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8096188101175632, + "FN": 4269, + "FP": 1075, + "IoU": 0.6801340755372, + "TN": 1034685, + "TP": 11363, + "n_pred": 12438, + "n_ref": 15632 + }, + "6": { + "Dice": 0.7882141788812443, + "FN": 695, + "FP": 2137, + "IoU": 0.6504566773636139, + "TN": 1043290, + "TP": 5270, + "n_pred": 7407, + "n_ref": 5965 + }, + "7": { + "Dice": 0.7915604188844602, + "FN": 16286, + "FP": 51070, + "IoU": 0.6550268886043534, + "TN": 856142, + "TP": 127894, + "n_pred": 178964, + "n_ref": 144180 + }, + "8": { + "Dice": 0.9304842168254126, + "FN": 2113, + "FP": 3463, + "IoU": 0.8700051289224601, + "TN": 1008498, + "TP": 37318, + "n_pred": 40781, + "n_ref": 39431 + }, + "9": { + "Dice": 0.7543237084905308, + "FN": 3801, + "FP": 2776, + "IoU": 0.6055535564351685, + "TN": 1034718, + "TP": 10097, + "n_pred": 12873, + "n_ref": 13898 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9371412132386594, + "FN": 1754, + "FP": 3053, + "IoU": 0.8817175196850394, + "TN": 1536448, + "TP": 35833, + "n_pred": 38886, + "n_ref": 37587 + }, + "10": { + "Dice": 0.8015142006923217, + "FN": 8111, + "FP": 11499, + "IoU": 0.6687723802445781, + "TN": 1517884, + "TP": 39594, + "n_pred": 51093, + "n_ref": 47705 + }, + "11": { + "Dice": 0.7123015873015873, + "FN": 61, + "FP": 519, + "IoU": 0.5531587057010786, + "TN": 1575790, + "TP": 718, + "n_pred": 1237, + "n_ref": 779 + }, + "12": { + "Dice": 0.781268761256754, + "FN": 814, + "FP": 279, + "IoU": 0.6410509031198687, + "TN": 1574043, + "TP": 1952, + "n_pred": 2231, + "n_ref": 2766 + }, + "13": { + "Dice": 0.8860728646277568, + "FN": 7132, + "FP": 6893, + "IoU": 0.795449573397506, + "TN": 1508523, + "TP": 54540, + "n_pred": 61433, + "n_ref": 61672 + }, + "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": 0.8558008454673556, + "FN": 66, + "FP": 548, + "IoU": 0.7479474548440066, + "TN": 1574652, + "TP": 1822, + "n_pred": 2370, + "n_ref": 1888 + }, + "3": { + "Dice": 0.952930458548436, + "FN": 165, + "FP": 145, + "IoU": 0.910092807424594, + "TN": 1573640, + "TP": 3138, + "n_pred": 3283, + "n_ref": 3303 + }, + "4": { + "Dice": 0.8915759774284563, + "FN": 687, + "FP": 120, + "IoU": 0.8043636363636364, + "TN": 1572963, + "TP": 3318, + "n_pred": 3438, + "n_ref": 4005 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6576360783018089, + "FN": 787, + "FP": 24083, + "IoU": 0.4899089342850111, + "TN": 1528332, + "TP": 23886, + "n_pred": 47969, + "n_ref": 24673 + }, + "7": { + "Dice": 0.9270547403409711, + "FN": 85124, + "FP": 4326, + "IoU": 0.8640279939682849, + "TN": 919232, + "TP": 568406, + "n_pred": 572732, + "n_ref": 653530 + }, + "8": { + "Dice": 0.9505198052375312, + "FN": 513, + "FP": 239, + "IoU": 0.905705329153605, + "TN": 1569113, + "TP": 7223, + "n_pred": 7462, + "n_ref": 7736 + }, + "9": { + "Dice": 0.8886532343584306, + "FN": 425, + "FP": 205, + "IoU": 0.799618320610687, + "TN": 1573944, + "TP": 2514, + "n_pred": 2719, + "n_ref": 2939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0069.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": 0.908875128998968, + "FN": 10047, + "FP": 2315, + "IoU": 0.8329707746145844, + "TN": 626917, + "TP": 61649, + "n_pred": 63964, + "n_ref": 71696 + }, + "15": { + "Dice": 0.55913230091062, + "FN": 4214, + "FP": 18589, + "IoU": 0.3880524917478464, + "TN": 663665, + "TP": 14460, + "n_pred": 33049, + "n_ref": 18674 + }, + "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": 0.9400017998986373, + "FN": 12262, + "FP": 405, + "IoU": 0.8867956566423879, + "TN": 589033, + "TP": 99228, + "n_pred": 99633, + "n_ref": 111490 + }, + "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": 0.5364860820113738, + "FN": 566, + "FP": 7177, + "IoU": 0.36657395287958117, + "TN": 688704, + "TP": 4481, + "n_pred": 11658, + "n_ref": 5047 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8792967206637693, + "FN": 3834, + "FP": 7164, + "IoU": 0.7845936894059581, + "TN": 649871, + "TP": 40059, + "n_pred": 47223, + "n_ref": 43893 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8345933984879218, + "FN": 721, + "FP": 176, + "IoU": 0.7161392405063292, + "TN": 697768, + "TP": 2263, + "n_pred": 2439, + "n_ref": 2984 + }, + "13": { + "Dice": 0.7699869595746816, + "FN": 1080, + "FP": 8092, + "IoU": 0.6259990213668243, + "TN": 676404, + "TP": 15352, + "n_pred": 23444, + "n_ref": 16432 + }, + "14": { + "Dice": 0.9103352085173648, + "FN": 9149, + "FP": 494, + "IoU": 0.8354268355121685, + "TN": 642334, + "TP": 48951, + "n_pred": 49445, + "n_ref": 58100 + }, + "15": { + "Dice": 0.7787724533380141, + "FN": 1612, + "FP": 2169, + "IoU": 0.6376964354158682, + "TN": 690492, + "TP": 6655, + "n_pred": 8824, + "n_ref": 8267 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9326784166425889, + "FN": 680, + "FP": 19, + "IoU": 0.8738494856524093, + "TN": 695387, + "TP": 4842, + "n_pred": 4861, + "n_ref": 5522 + }, + "4": { + "Dice": 0.9087160691787882, + "FN": 215, + "FP": 582, + "IoU": 0.8327036104114189, + "TN": 696164, + "TP": 3967, + "n_pred": 4549, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9584891889426147, + "FN": 1556, + "FP": 2539, + "IoU": 0.9202873160476525, + "TN": 649556, + "TP": 47277, + "n_pred": 49816, + "n_ref": 48833 + }, + "7": { + "Dice": 0.9641046813000298, + "FN": 773, + "FP": 792, + "IoU": 0.9306970153219378, + "TN": 678346, + "TP": 21017, + "n_pred": 21809, + "n_ref": 21790 + }, + "8": { + "Dice": 0.9181247495659143, + "FN": 776, + "FP": 1676, + "IoU": 0.8486419753086419, + "TN": 684728, + "TP": 13748, + "n_pred": 15424, + "n_ref": 14524 + }, + "9": { + "Dice": 0.950208913649025, + "FN": 951, + "FP": 479, + "IoU": 0.9051409618573798, + "TN": 685853, + "TP": 13645, + "n_pred": 14124, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8968960863697706, + "FN": 1110, + "FP": 418, + "IoU": 0.8130658184487399, + "TN": 342290, + "TP": 6646, + "n_pred": 7064, + "n_ref": 7756 + }, + "11": { + "Dice": 0.8706365503080082, + "FN": 88, + "FP": 38, + "IoU": 0.7709090909090909, + "TN": 349914, + "TP": 424, + "n_pred": 462, + "n_ref": 512 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9229854939355466, + "FN": 4059, + "FP": 1643, + "IoU": 0.8569852019061951, + "TN": 310594, + "TP": 34168, + "n_pred": 35811, + "n_ref": 38227 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07183908045977011, + "FN": 0, + "FP": 646, + "IoU": 0.037257824143070044, + "TN": 349793, + "TP": 25, + "n_pred": 671, + "n_ref": 25 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6405228758169934, + "FN": 138, + "FP": 27, + "IoU": 0.47115384615384615, + "TN": 350152, + "TP": 147, + "n_pred": 174, + "n_ref": 285 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9668100300251562, + "FN": 683, + "FP": 135, + "IoU": 0.9357524348099278, + "TN": 337732, + "TP": 11914, + "n_pred": 12049, + "n_ref": 12597 + }, + "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": 0.8673139158576052, + "FN": 4, + "FP": 160, + "IoU": 0.7657142857142857, + "TN": 349764, + "TP": 536, + "n_pred": 696, + "n_ref": 540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8937093275488069, + "FN": 23, + "FP": 26, + "IoU": 0.807843137254902, + "TN": 2277761, + "TP": 206, + "n_pred": 232, + "n_ref": 229 + }, + "10": { + "Dice": 0.8921130760294308, + "FN": 1915, + "FP": 2264, + "IoU": 0.8052383837442326, + "TN": 2256559, + "TP": 17278, + "n_pred": 19542, + "n_ref": 19193 + }, + "11": { + "Dice": 0.6349206349206349, + "FN": 18, + "FP": 28, + "IoU": 0.46511627906976744, + "TN": 2277930, + "TP": 40, + "n_pred": 68, + "n_ref": 58 + }, + "12": { + "Dice": 0.5876288659793815, + "FN": 59, + "FP": 21, + "IoU": 0.41605839416058393, + "TN": 2277879, + "TP": 57, + "n_pred": 78, + "n_ref": 116 + }, + "13": { + "Dice": 0.9203187250996016, + "FN": 109, + "FP": 51, + "IoU": 0.8523985239852399, + "TN": 2276932, + "TP": 924, + "n_pred": 975, + "n_ref": 1033 + }, + "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": 121, + "IoU": 0.0, + "TN": 2277895, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "2": { + "Dice": 0.8375488636669992, + "FN": 28899, + "FP": 1230, + "IoU": 0.7205024258560071, + "TN": 2170219, + "TP": 77668, + "n_pred": 78898, + "n_ref": 106567 + }, + "3": { + "Dice": 0.5441203584202957, + "FN": 962, + "FP": 23764, + "IoU": 0.3737399321209665, + "TN": 2238534, + "TP": 14756, + "n_pred": 38520, + "n_ref": 15718 + }, + "4": { + "Dice": 0.6158870111845864, + "FN": 1341, + "FP": 31594, + "IoU": 0.44496873894066297, + "TN": 2218677, + "TP": 26404, + "n_pred": 57998, + "n_ref": 27745 + }, + "5": { + "Dice": 0.9165649165649166, + "FN": 246, + "FP": 574, + "IoU": 0.8459804658151766, + "TN": 2272692, + "TP": 4504, + "n_pred": 5078, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9628885787065397, + "FN": 4838, + "FP": 6249, + "IoU": 0.9284331065466892, + "TN": 2123098, + "TP": 143831, + "n_pred": 150080, + "n_ref": 148669 + }, + "7": { + "Dice": 0.6169964608617157, + "FN": 13136, + "FP": 120515, + "IoU": 0.44612789729095786, + "TN": 2036713, + "TP": 107652, + "n_pred": 228167, + "n_ref": 120788 + }, + "8": { + "Dice": 0.9690187614145774, + "FN": 109, + "FP": 824, + "IoU": 0.9398995104354548, + "TN": 2262492, + "TP": 14591, + "n_pred": 15415, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8623069081784678, + "FN": 3403, + "FP": 3621, + "IoU": 0.7579433455096837, + "TN": 2248998, + "TP": 21994, + "n_pred": 25615, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9315780046569945, + "FN": 126, + "FP": 638, + "IoU": 0.8719195305951383, + "TN": 519731, + "TP": 5201, + "n_pred": 5839, + "n_ref": 5327 + }, + "10": { + "Dice": 0.6787816016195094, + "FN": 683, + "FP": 6140, + "IoU": 0.513754275940707, + "TN": 511664, + "TP": 7209, + "n_pred": 13349, + "n_ref": 7892 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7057038250313132, + "FN": 9388, + "FP": 2830, + "IoU": 0.5452413741764991, + "TN": 498829, + "TP": 14649, + "n_pred": 17479, + "n_ref": 24037 + }, + "14": { + "Dice": 0.8396355208432549, + "FN": 224, + "FP": 4827, + "IoU": 0.7235963664222392, + "TN": 507422, + "TP": 13223, + "n_pred": 18050, + "n_ref": 13447 + }, + "15": { + "Dice": 0.9083738765965458, + "FN": 1333, + "FP": 7914, + "IoU": 0.8321291119018227, + "TN": 470612, + "TP": 45837, + "n_pred": 53751, + "n_ref": 47170 + }, + "2": { + "Dice": 0.8133354300990722, + "FN": 1136, + "FP": 51, + "IoU": 0.6853962364166446, + "TN": 521923, + "TP": 2586, + "n_pred": 2637, + "n_ref": 3722 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6613509395632301, + "FN": 13148, + "FP": 188, + "IoU": 0.4940435541391608, + "TN": 499338, + "TP": 13022, + "n_pred": 13210, + "n_ref": 26170 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8908418131359852, + "FN": 366, + "FP": 1050, + "IoU": 0.8031693077564637, + "TN": 518502, + "TP": 5778, + "n_pred": 6828, + "n_ref": 6144 + }, + "7": { + "Dice": 0.6608097592811064, + "FN": 618, + "FP": 12895, + "IoU": 0.493439796071375, + "TN": 499020, + "TP": 13163, + "n_pred": 26058, + "n_ref": 13781 + }, + "8": { + "Dice": 0.9505149700598803, + "FN": 516, + "FP": 517, + "IoU": 0.9056965492057696, + "TN": 514742, + "TP": 9921, + "n_pred": 10438, + "n_ref": 10437 + }, + "9": { + "Dice": 0.9532071206555525, + "FN": 1216, + "FP": 440, + "IoU": 0.9105976353722399, + "TN": 507173, + "TP": 16867, + "n_pred": 17307, + "n_ref": 18083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9543014383145385, + "FN": 2482, + "FP": 13760, + "IoU": 0.9125970650436692, + "TN": 2617883, + "TP": 169587, + "n_pred": 183347, + "n_ref": 172069 + }, + "10": { + "Dice": 0.895817268061797, + "FN": 4959, + "FP": 2877, + "IoU": 0.8112944009632751, + "TN": 2762187, + "TP": 33689, + "n_pred": 36566, + "n_ref": 38648 + }, + "11": { + "Dice": 0.8155737704918032, + "FN": 257, + "FP": 283, + "IoU": 0.6885813148788927, + "TN": 2801978, + "TP": 1194, + "n_pred": 1477, + "n_ref": 1451 + }, + "12": { + "Dice": 0.7533291058972733, + "FN": 1945, + "FP": 1556, + "IoU": 0.6042726347914548, + "TN": 2794865, + "TP": 5346, + "n_pred": 6902, + "n_ref": 7291 + }, + "13": { + "Dice": 0.8757222963600865, + "FN": 11129, + "FP": 7776, + "IoU": 0.7789199176723735, + "TN": 2718200, + "TP": 66607, + "n_pred": 74383, + "n_ref": 77736 + }, + "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": 0.9781721182153836, + "FN": 2019, + "FP": 665, + "IoU": 0.9572767935310317, + "TN": 2740889, + "TP": 60139, + "n_pred": 60804, + "n_ref": 62158 + }, + "3": { + "Dice": 0.9669274790190426, + "FN": 536, + "FP": 1793, + "IoU": 0.9359725085910653, + "TN": 2767337, + "TP": 34046, + "n_pred": 35839, + "n_ref": 34582 + }, + "4": { + "Dice": 0.8951257004016463, + "FN": 4867, + "FP": 1478, + "IoU": 0.8101606678036083, + "TN": 2770289, + "TP": 27078, + "n_pred": 28556, + "n_ref": 31945 + }, + "5": { + "Dice": 0.6892616048437609, + "FN": 3273, + "FP": 1192, + "IoU": 0.5258574917702028, + "TN": 2794295, + "TP": 4952, + "n_pred": 6144, + "n_ref": 8225 + }, + "6": { + "Dice": 0.957066286869829, + "FN": 26179, + "FP": 5413, + "IoU": 0.9176674172295889, + "TN": 2420000, + "TP": 352120, + "n_pred": 357533, + "n_ref": 378299 + }, + "7": { + "Dice": 0.8012363444885653, + "FN": 4833, + "FP": 50278, + "IoU": 0.6683855827667128, + "TN": 2637522, + "TP": 111079, + "n_pred": 161357, + "n_ref": 115912 + }, + "8": { + "Dice": 0.9102193430577596, + "FN": 2921, + "FP": 5339, + "IoU": 0.8352316929644332, + "TN": 2753581, + "TP": 41871, + "n_pred": 47210, + "n_ref": 44792 + }, + "9": { + "Dice": 0.8804044028846486, + "FN": 4581, + "FP": 2351, + "IoU": 0.7863592936172835, + "TN": 2771265, + "TP": 25515, + "n_pred": 27866, + "n_ref": 30096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8817149419420697, + "FN": 408, + "FP": 519, + "IoU": 0.7884527612962118, + "TN": 871778, + "TP": 3455, + "n_pred": 3974, + "n_ref": 3863 + }, + "10": { + "Dice": 0.8638793885670413, + "FN": 2875, + "FP": 6876, + "IoU": 0.7603764775268473, + "TN": 835467, + "TP": 30942, + "n_pred": 37818, + "n_ref": 33817 + }, + "11": { + "Dice": 0.5411298315163529, + "FN": 279, + "FP": 1110, + "IoU": 0.37092391304347827, + "TN": 873952, + "TP": 819, + "n_pred": 1929, + "n_ref": 1098 + }, + "12": { + "Dice": 0.4068796068796069, + "FN": 988, + "FP": 219, + "IoU": 0.2553979025293029, + "TN": 874539, + "TP": 414, + "n_pred": 633, + "n_ref": 1402 + }, + "13": { + "Dice": 0.7059845964817645, + "FN": 3732, + "FP": 6079, + "IoU": 0.5455766558591941, + "TN": 854570, + "TP": 11779, + "n_pred": 17858, + "n_ref": 15511 + }, + "14": { + "Dice": 0.8555045871559633, + "FN": 2388, + "FP": 5046, + "IoU": 0.7474949899799599, + "TN": 846719, + "TP": 22007, + "n_pred": 27053, + "n_ref": 24395 + }, + "15": { + "Dice": 0.8627185051235684, + "FN": 3448, + "FP": 18416, + "IoU": 0.7585795680402809, + "TN": 785596, + "TP": 68700, + "n_pred": 87116, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9368985778761816, + "FN": 2411, + "FP": 1294, + "IoU": 0.881288048702339, + "TN": 844950, + "TP": 27505, + "n_pred": 28799, + "n_ref": 29916 + }, + "3": { + "Dice": 0.5714285714285714, + "FN": 6, + "FP": 6, + "IoU": 0.4, + "TN": 876140, + "TP": 8, + "n_pred": 14, + "n_ref": 14 + }, + "4": { + "Dice": 0.6252154225661474, + "FN": 1254, + "FP": 9837, + "IoU": 0.4547733752826664, + "TN": 855818, + "TP": 9251, + "n_pred": 19088, + "n_ref": 10505 + }, + "5": { + "Dice": 0.83343653250774, + "FN": 979, + "FP": 635, + "IoU": 0.7144373673036093, + "TN": 870508, + "TP": 4038, + "n_pred": 4673, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9619623178101671, + "FN": 2806, + "FP": 9071, + "IoU": 0.9267123287671233, + "TN": 714100, + "TP": 150183, + "n_pred": 159254, + "n_ref": 152989 + }, + "7": { + "Dice": 0.7108680617812044, + "FN": 4742, + "FP": 17834, + "IoU": 0.5514315802022691, + "TN": 825831, + "TP": 27753, + "n_pred": 45587, + "n_ref": 32495 + }, + "8": { + "Dice": 0.9539467233208041, + "FN": 718, + "FP": 691, + "IoU": 0.9119485064366954, + "TN": 860158, + "TP": 14593, + "n_pred": 15284, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9422056546769079, + "FN": 1754, + "FP": 2091, + "IoU": 0.8907266888339443, + "TN": 840973, + "TP": 31342, + "n_pred": 33433, + "n_ref": 33096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9859433966822744, + "FN": 1633, + "FP": 1276, + "IoU": 0.9722764917229746, + "TN": 1121695, + "TP": 102020, + "n_pred": 103296, + "n_ref": 103653 + }, + "10": { + "Dice": 0.8639006211180125, + "FN": 3301, + "FP": 2177, + "IoU": 0.760409377186844, + "TN": 1203760, + "TP": 17386, + "n_pred": 19563, + "n_ref": 20687 + }, + "11": { + "Dice": 0.4369230769230769, + "FN": 103, + "FP": 80, + "IoU": 0.2795275590551181, + "TN": 1226370, + "TP": 71, + "n_pred": 151, + "n_ref": 174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7953324378777703, + "FN": 4470, + "FP": 5282, + "IoU": 0.6602090592334495, + "TN": 1197924, + "TP": 18948, + "n_pred": 24230, + "n_ref": 23418 + }, + "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": 0.967211072289483, + "FN": 4396, + "FP": 1657, + "IoU": 0.9365041068300307, + "TN": 1131295, + "TP": 89276, + "n_pred": 90933, + "n_ref": 93672 + }, + "3": { + "Dice": 0.5443298969072164, + "FN": 43, + "FP": 620, + "IoU": 0.37393767705382436, + "TN": 1225565, + "TP": 396, + "n_pred": 1016, + "n_ref": 439 + }, + "4": { + "Dice": 0.8348556768748373, + "FN": 1281, + "FP": 12044, + "IoU": 0.7165255499297962, + "TN": 1179618, + "TP": 33681, + "n_pred": 45725, + "n_ref": 34962 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9686222879942902, + "FN": 9627, + "FP": 5936, + "IoU": 0.9391537908169648, + "TN": 970848, + "TP": 240213, + "n_pred": 246149, + "n_ref": 249840 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": 0.9628593233273977, + "FN": 163, + "FP": 129, + "IoU": 0.9283787098356635, + "TN": 1222547, + "TP": 3785, + "n_pred": 3914, + "n_ref": 3948 + }, + "9": { + "Dice": 0.8878808497769713, + "FN": 6969, + "FP": 446, + "IoU": 0.798368456832087, + "TN": 1189849, + "TP": 29360, + "n_pred": 29806, + "n_ref": 36329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 36, + "FP": 18, + "IoU": 0.0, + "TN": 1752266, + "TP": 0, + "n_pred": 18, + "n_ref": 36 + }, + "10": { + "Dice": 0.6958840193301117, + "FN": 3155, + "FP": 13270, + "IoU": 0.5336059289547662, + "TN": 1717103, + "TP": 18792, + "n_pred": 32062, + "n_ref": 21947 + }, + "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": 51, + "IoU": 0.0, + "TN": 1752269, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "13": { + "Dice": 0.43786210136228404, + "FN": 16841, + "FP": 4699, + "IoU": 0.2802967021951953, + "TN": 1722391, + "TP": 8389, + "n_pred": 13088, + "n_ref": 25230 + }, + "14": { + "Dice": 0.9242066734959312, + "FN": 11683, + "FP": 1487, + "IoU": 0.8590931461708001, + "TN": 1658854, + "TP": 80296, + "n_pred": 81783, + "n_ref": 91979 + }, + "15": { + "Dice": 0.8899760695295756, + "FN": 1992, + "FP": 15617, + "IoU": 0.8017629576259738, + "TN": 1663492, + "TP": 71219, + "n_pred": 86836, + "n_ref": 73211 + }, + "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": 0.22015378389316068, + "FN": 175, + "FP": 1752, + "IoU": 0.12369258753979082, + "TN": 1750121, + "TP": 272, + "n_pred": 2024, + "n_ref": 447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.833896094500269, + "FN": 162990, + "FP": 4611, + "IoU": 0.7151130277219206, + "TN": 1164013, + "TP": 420706, + "n_pred": 425317, + "n_ref": 583696 + }, + "7": { + "Dice": 0.3458265320676376, + "FN": 14685, + "FP": 67873, + "IoU": 0.2090630388963403, + "TN": 1647940, + "TP": 21822, + "n_pred": 89695, + "n_ref": 36507 + }, + "8": { + "Dice": 0.9533808597969324, + "FN": 272, + "FP": 807, + "IoU": 0.9109147952443857, + "TN": 1740208, + "TP": 11033, + "n_pred": 11840, + "n_ref": 11305 + }, + "9": { + "Dice": 0.9296510030228085, + "FN": 790, + "FP": 1258, + "IoU": 0.8685494223363286, + "TN": 1736740, + "TP": 13532, + "n_pred": 14790, + "n_ref": 14322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004032159526893282, + "FN": 12, + "FP": 81500, + "IoU": 0.0020201525521260574, + "TN": 2546803, + "TP": 165, + "n_pred": 81665, + "n_ref": 177 + }, + "10": { + "Dice": 0.9211951853590938, + "FN": 3802, + "FP": 3079, + "IoU": 0.8539034799040319, + "TN": 2581381, + "TP": 40218, + "n_pred": 43297, + "n_ref": 44020 + }, + "11": { + "Dice": 0.7697777777777778, + "FN": 457, + "FP": 61, + "IoU": 0.6257225433526011, + "TN": 2627096, + "TP": 866, + "n_pred": 927, + "n_ref": 1323 + }, + "12": { + "Dice": 0.14805194805194805, + "FN": 51, + "FP": 605, + "IoU": 0.07994389901823282, + "TN": 2627767, + "TP": 57, + "n_pred": 662, + "n_ref": 108 + }, + "13": { + "Dice": 0.790140966877108, + "FN": 6046, + "FP": 6087, + "IoU": 0.6530851489678047, + "TN": 2593506, + "TP": 22841, + "n_pred": 28928, + "n_ref": 28887 + }, + "14": { + "Dice": 0.8767685342388228, + "FN": 575, + "FP": 1167, + "IoU": 0.7805768988537599, + "TN": 2620541, + "TP": 6197, + "n_pred": 7364, + "n_ref": 6772 + }, + "15": { + "Dice": 0.38178843481167424, + "FN": 3373, + "FP": 66909, + "IoU": 0.23593233605844494, + "TN": 2536496, + "TP": 21702, + "n_pred": 88611, + "n_ref": 25075 + }, + "2": { + "Dice": 0.8767377201112141, + "FN": 133, + "FP": 0, + "IoU": 0.7805280528052805, + "TN": 2627874, + "TP": 473, + "n_pred": 473, + "n_ref": 606 + }, + "3": { + "Dice": 0.9778598964878278, + "FN": 2215, + "FP": 1943, + "IoU": 0.9566789260374449, + "TN": 2532499, + "TP": 91823, + "n_pred": 93766, + "n_ref": 94038 + }, + "4": { + "Dice": 0.4324276980748682, + "FN": 11672, + "FP": 20729, + "IoU": 0.27585821562667623, + "TN": 2583736, + "TP": 12343, + "n_pred": 33072, + "n_ref": 24015 + }, + "5": { + "Dice": 0.03016924208977189, + "FN": 2636, + "FP": 0, + "IoU": 0.015315651849084797, + "TN": 2625803, + "TP": 41, + "n_pred": 41, + "n_ref": 2677 + }, + "6": { + "Dice": 0.6686320221859738, + "FN": 655548, + "FP": 11789, + "IoU": 0.5022142888578417, + "TN": 1287869, + "TP": 673274, + "n_pred": 685063, + "n_ref": 1328822 + }, + "7": { + "Dice": 0.2735938524974229, + "FN": 2462, + "FP": 385112, + "IoU": 0.15847594894932712, + "TN": 2167918, + "TP": 72988, + "n_pred": 458100, + "n_ref": 75450 + }, + "8": { + "Dice": 0.97846337282957, + "FN": 307, + "FP": 560, + "IoU": 0.9578348409687774, + "TN": 2607918, + "TP": 19695, + "n_pred": 20255, + "n_ref": 20002 + }, + "9": { + "Dice": 0.8839829130911427, + "FN": 1933, + "FP": 4205, + "IoU": 0.7920872569609105, + "TN": 2598958, + "TP": 23384, + "n_pred": 27589, + "n_ref": 25317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.6934931506849316, + "FN": 276, + "FP": 82, + "IoU": 0.5307994757536042, + "TN": 875397, + "TP": 405, + "n_pred": 487, + "n_ref": 681 + }, + "11": { + "Dice": 0.772067714631197, + "FN": 1523, + "FP": 739, + "IoU": 0.6287543082225505, + "TN": 870067, + "TP": 3831, + "n_pred": 4570, + "n_ref": 5354 + }, + "12": { + "Dice": 0.7871374293392642, + "FN": 1514, + "FP": 783, + "IoU": 0.6489914425427873, + "TN": 869616, + "TP": 4247, + "n_pred": 5030, + "n_ref": 5761 + }, + "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": 0.9061488673139159, + "FN": 22, + "FP": 210, + "IoU": 0.8284023668639053, + "TN": 874808, + "TP": 1120, + "n_pred": 1330, + "n_ref": 1142 + }, + "3": { + "Dice": 0.9681348614894383, + "FN": 670, + "FP": 570, + "IoU": 0.9382377845295612, + "TN": 856083, + "TP": 18837, + "n_pred": 19407, + "n_ref": 19507 + }, + "4": { + "Dice": 0.9457271020536853, + "FN": 1703, + "FP": 2084, + "IoU": 0.8970420314284161, + "TN": 839378, + "TP": 32995, + "n_pred": 35079, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9694460904893656, + "FN": 3110, + "FP": 4057, + "IoU": 0.9407039083959361, + "TN": 755292, + "TP": 113701, + "n_pred": 117758, + "n_ref": 116811 + }, + "7": { + "Dice": 0.9448836187966623, + "FN": 210, + "FP": 292, + "IoU": 0.895525494276795, + "TN": 871355, + "TP": 4303, + "n_pred": 4595, + "n_ref": 4513 + }, + "8": { + "Dice": 0.9604378064074792, + "FN": 226, + "FP": 121, + "IoU": 0.9238868172844922, + "TN": 871601, + "TP": 4212, + "n_pred": 4333, + "n_ref": 4438 + }, + "9": { + "Dice": 0.7828377869777945, + "FN": 111, + "FP": 1043, + "IoU": 0.6431663574520717, + "TN": 872926, + "TP": 2080, + "n_pred": 3123, + "n_ref": 2191 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9193778668853854, + "FN": 3340, + "FP": 1968, + "IoU": 0.850785708261884, + "TN": 490123, + "TP": 30265, + "n_pred": 32233, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7450513894175866, + "FN": 915, + "FP": 9801, + "IoU": 0.5936907560476227, + "TN": 499322, + "TP": 15658, + "n_pred": 25459, + "n_ref": 16573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9493201483312732, + "FN": 43, + "FP": 162, + "IoU": 0.9035294117647059, + "TN": 523571, + "TP": 1920, + "n_pred": 2082, + "n_ref": 1963 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9291958548022926, + "FN": 7391, + "FP": 2393, + "IoU": 0.8677551903114187, + "TN": 451712, + "TP": 64200, + "n_pred": 66593, + "n_ref": 71591 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9501759232248423, + "FN": 737, + "FP": 7632, + "IoU": 0.9050810933424067, + "TN": 437526, + "TP": 79801, + "n_pred": 87433, + "n_ref": 80538 + }, + "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": 0.9378041894108473, + "FN": 1554, + "FP": 759, + "IoU": 0.8828920054680776, + "TN": 505945, + "TP": 17438, + "n_pred": 18197, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7904376486294797, + "FN": 6136, + "FP": 3910, + "IoU": 0.6534906181015453, + "TN": 496704, + "TP": 18946, + "n_pred": 22856, + "n_ref": 25082 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7934889569210584, + "FN": 11612, + "FP": 3498, + "IoU": 0.6576723532476948, + "TN": 481557, + "TP": 29029, + "n_pred": 32527, + "n_ref": 40641 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7486815415821501, + "FN": 976, + "FP": 3980, + "IoU": 0.5983141514021721, + "TN": 513358, + "TP": 7382, + "n_pred": 11362, + "n_ref": 8358 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6861233480176211, + "FN": 4650, + "FP": 1620, + "IoU": 0.5222129086336965, + "TN": 512573, + "TP": 6853, + "n_pred": 8473, + "n_ref": 11503 + }, + "7": { + "Dice": 0.36648177496038037, + "FN": 48, + "FP": 3150, + "IoU": 0.22435120058210042, + "TN": 521573, + "TP": 925, + "n_pred": 4075, + "n_ref": 973 + }, + "8": { + "Dice": 0.9233701868089973, + "FN": 113, + "FP": 88, + "IoU": 0.8576487252124646, + "TN": 524284, + "TP": 1211, + "n_pred": 1299, + "n_ref": 1324 + }, + "9": { + "Dice": 0.9430051813471503, + "FN": 189, + "FP": 922, + "IoU": 0.8921568627450981, + "TN": 515394, + "TP": 9191, + "n_pred": 10113, + "n_ref": 9380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 837, + "IoU": 0.0, + "TN": 2101947, + "TP": 0, + "n_pred": 837, + "n_ref": 0 + }, + "10": { + "Dice": 0.7909310537074893, + "FN": 1650, + "FP": 600, + "IoU": 0.6541653857977252, + "TN": 2096278, + "TP": 4256, + "n_pred": 4856, + "n_ref": 5906 + }, + "11": { + "Dice": 0.7644959857270295, + "FN": 311, + "FP": 217, + "IoU": 0.6187725631768953, + "TN": 2101399, + "TP": 857, + "n_pred": 1074, + "n_ref": 1168 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6449742268041238, + "FN": 3860, + "FP": 18180, + "IoU": 0.47598668568711366, + "TN": 2060724, + "TP": 20020, + "n_pred": 38200, + "n_ref": 23880 + }, + "14": { + "Dice": 0.8862741137258863, + "FN": 6937, + "FP": 2071, + "IoU": 0.7957740092500226, + "TN": 2058676, + "TP": 35100, + "n_pred": 37171, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8479173126614987, + "FN": 1196, + "FP": 6161, + "IoU": 0.735986506854231, + "TN": 2074918, + "TP": 20509, + "n_pred": 26670, + "n_ref": 21705 + }, + "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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.7064536741214058, + "FN": 2719, + "FP": 1875, + "IoU": 0.5461371270499901, + "TN": 2092662, + "TP": 5528, + "n_pred": 7403, + "n_ref": 8247 + }, + "6": { + "Dice": 0.9519673431154966, + "FN": 2197, + "FP": 6828, + "IoU": 0.9083374805756711, + "TN": 2004325, + "TP": 89434, + "n_pred": 96262, + "n_ref": 91631 + }, + "7": { + "Dice": 0.7998533276294079, + "FN": 2456, + "FP": 819, + "IoU": 0.6664629799368571, + "TN": 2092965, + "TP": 6544, + "n_pred": 7363, + "n_ref": 9000 + }, + "8": { + "Dice": 0.859584690365648, + "FN": 9538, + "FP": 2620, + "IoU": 0.7537470631126955, + "TN": 2053412, + "TP": 37214, + "n_pred": 39834, + "n_ref": 46752 + }, + "9": { + "Dice": 0.9102635638559753, + "FN": 2708, + "FP": 2760, + "IoU": 0.8353061654769435, + "TN": 2069583, + "TP": 27733, + "n_pred": 30493, + "n_ref": 30441 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.9323832625833839, + "FN": 760, + "FP": 132, + "IoU": 0.8733314399318376, + "TN": 518654, + "TP": 6150, + "n_pred": 6282, + "n_ref": 6910 + }, + "6": { + "Dice": 0.9256103030691356, + "FN": 5345, + "FP": 1621, + "IoU": 0.8615219465648855, + "TN": 475392, + "TP": 43338, + "n_pred": 44959, + "n_ref": 48683 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5386163832059815, + "FN": 2610, + "FP": 19852, + "IoU": 0.36856604728305176, + "TN": 490123, + "TP": 13111, + "n_pred": 32963, + "n_ref": 15721 + }, + "9": { + "Dice": 0.9156670791624294, + "FN": 5887, + "FP": 996, + "IoU": 0.84445197740113, + "TN": 481446, + "TP": 37367, + "n_pred": 38363, + "n_ref": 43254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9869065957148859, + "FN": 412, + "FP": 710, + "IoU": 0.974151634528993, + "TN": 832753, + "TP": 42285, + "n_pred": 42995, + "n_ref": 42697 + }, + "10": { + "Dice": 0.0, + "FN": 160, + "FP": 0, + "IoU": 0.0, + "TN": 876000, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 875890, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5057, + "IoU": 0.0, + "TN": 871103, + "TP": 0, + "n_pred": 5057, + "n_ref": 0 + }, + "3": { + "Dice": 0.896312411617535, + "FN": 18366, + "FP": 698, + "IoU": 0.8121069957225365, + "TN": 774698, + "TP": 82398, + "n_pred": 83096, + "n_ref": 100764 + }, + "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": 0.8670886075949367, + "FN": 238, + "FP": 14, + "IoU": 0.7653631284916201, + "TN": 875086, + "TP": 822, + "n_pred": 836, + "n_ref": 1060 + }, + "7": { + "Dice": 0.9948570452031871, + "FN": 721, + "FP": 874, + "IoU": 0.9897667197043577, + "TN": 720296, + "TP": 154269, + "n_pred": 155143, + "n_ref": 154990 + }, + "8": { + "Dice": 0.9546351084812623, + "FN": 444, + "FP": 1051, + "IoU": 0.9132075471698113, + "TN": 858935, + "TP": 15730, + "n_pred": 16781, + "n_ref": 16174 + }, + "9": { + "Dice": 0.6632696390658174, + "FN": 422, + "FP": 371, + "IoU": 0.49618805590851334, + "TN": 874586, + "TP": 781, + "n_pred": 1152, + "n_ref": 1203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559729400394975, + "FN": 861, + "FP": 4378, + "IoU": 0.9156591593283642, + "TN": 2215899, + "TP": 56878, + "n_pred": 61256, + "n_ref": 57739 + }, + "10": { + "Dice": 0.5, + "FN": 4, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 2278010, + "TP": 2, + "n_pred": 2, + "n_ref": 6 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 2, + "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": 0.06953946505220146, + "FN": 235, + "FP": 99047, + "IoU": 0.036022215317694575, + "TN": 2175024, + "TP": 3710, + "n_pred": 102757, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2792, + "IoU": 0.0, + "TN": 2275224, + "TP": 0, + "n_pred": 2792, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9074494455316373, + "FN": 460, + "FP": 3087, + "IoU": 0.8305789071455866, + "TN": 2257080, + "TP": 17389, + "n_pred": 20476, + "n_ref": 17849 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2277996, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487107664637113, + "FN": 285, + "FP": 3194, + "IoU": 0.9024260272051605, + "TN": 2242361, + "TP": 32176, + "n_pred": 35370, + "n_ref": 32461 + }, + "7": { + "Dice": 0.3325946022682461, + "FN": 87992, + "FP": 81254, + "IoU": 0.19946834928127824, + "TN": 2066599, + "TP": 42171, + "n_pred": 123425, + "n_ref": 130163 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8818486768542676, + "FN": 114, + "FP": 203, + "IoU": 0.7886666666666666, + "TN": 1575588, + "TP": 1183, + "n_pred": 1386, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7683407835919012, + "FN": 681, + "FP": 1081, + "IoU": 0.6238257899231426, + "TN": 1572404, + "TP": 2922, + "n_pred": 4003, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9365825851503492, + "FN": 196, + "FP": 249, + "IoU": 0.8807290270704905, + "TN": 1573357, + "TP": 3286, + "n_pred": 3535, + "n_ref": 3482 + }, + "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": 0.8040618706885471, + "FN": 37237, + "FP": 3920, + "IoU": 0.6723273144167383, + "TN": 1451484, + "TP": 84447, + "n_pred": 88367, + "n_ref": 121684 + }, + "3": { + "Dice": 0.8389108782720921, + "FN": 4330, + "FP": 36735, + "IoU": 0.7225206597609346, + "TN": 1429095, + "TP": 106928, + "n_pred": 143663, + "n_ref": 111258 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8210689388071263, + "FN": 210, + "FP": 21, + "IoU": 0.6964520367936925, + "TN": 1576327, + "TP": 530, + "n_pred": 551, + "n_ref": 740 + }, + "6": { + "Dice": 0.9572674127094688, + "FN": 7397, + "FP": 8370, + "IoU": 0.9180373035016219, + "TN": 1384720, + "TP": 176601, + "n_pred": 184971, + "n_ref": 183998 + }, + "7": { + "Dice": 0.8734991305307902, + "FN": 2861, + "FP": 6305, + "IoU": 0.7754091933744977, + "TN": 1536276, + "TP": 31646, + "n_pred": 37951, + "n_ref": 34507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.876937500547626, + "FN": 7860, + "FP": 6185, + "IoU": 0.780844789114797, + "TN": 1513001, + "TP": 50042, + "n_pred": 56227, + "n_ref": 57902 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9223086156547289, + "FN": 4212, + "FP": 13134, + "IoU": 0.8558188634077818, + "TN": 1807245, + "TP": 102961, + "n_pred": 116095, + "n_ref": 107173 + }, + "10": { + "Dice": 0.7850921331158691, + "FN": 5858, + "FP": 335, + "IoU": 0.6462153670379891, + "TN": 1910047, + "TP": 11312, + "n_pred": 11647, + "n_ref": 17170 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.471461716937355, + "FN": 4443, + "FP": 113, + "IoU": 0.3084395871281117, + "TN": 1920964, + "TP": 2032, + "n_pred": 2145, + "n_ref": 6475 + }, + "13": { + "Dice": 0.826920634920635, + "FN": 1363, + "FP": 0, + "IoU": 0.7049144836544706, + "TN": 1922933, + "TP": 3256, + "n_pred": 3256, + "n_ref": 4619 + }, + "14": { + "Dice": 0.8526379847677357, + "FN": 4634, + "FP": 11348, + "IoU": 0.7431289980391527, + "TN": 1865334, + "TP": 46236, + "n_pred": 57584, + "n_ref": 50870 + }, + "15": { + "Dice": 0.5873631231721418, + "FN": 7252, + "FP": 4882, + "IoU": 0.4157920077034184, + "TN": 1906782, + "TP": 8636, + "n_pred": 13518, + "n_ref": 15888 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9609906276183239, + "FN": 2105, + "FP": 1899, + "IoU": 0.9249104513999588, + "TN": 1874229, + "TP": 49319, + "n_pred": 51218, + "n_ref": 51424 + }, + "4": { + "Dice": 0.865345592103615, + "FN": 5007, + "FP": 368, + "IoU": 0.7626512408372339, + "TN": 1904906, + "TP": 17271, + "n_pred": 17639, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5536676400248035, + "FN": 637612, + "FP": 841, + "IoU": 0.3828080290164416, + "TN": 893104, + "TP": 395995, + "n_pred": 396836, + "n_ref": 1033607 + }, + "7": { + "Dice": 0.5094400820679927, + "FN": 56132, + "FP": 8903, + "IoU": 0.34177766082344846, + "TN": 1828748, + "TP": 33769, + "n_pred": 42672, + "n_ref": 89901 + }, + "8": { + "Dice": 0.9703235403495724, + "FN": 292, + "FP": 107, + "IoU": 0.9423577000866802, + "TN": 1920630, + "TP": 6523, + "n_pred": 6630, + "n_ref": 6815 + }, + "9": { + "Dice": 0.4668141592920354, + "FN": 2417, + "FP": 475, + "IoU": 0.30447330447330445, + "TN": 1923394, + "TP": 1266, + "n_pred": 1741, + "n_ref": 3683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8607332428095297, + "FN": 3569, + "FP": 2072, + "IoU": 0.7555151042343865, + "TN": 1203551, + "TP": 17432, + "n_pred": 19504, + "n_ref": 21001 + }, + "11": { + "Dice": 0.8026819923371648, + "FN": 643, + "FP": 799, + "IoU": 0.6704, + "TN": 1222249, + "TP": 2933, + "n_pred": 3732, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9044582177596017, + "FN": 9700, + "FP": 3079, + "IoU": 0.8255807605164742, + "TN": 1153358, + "TP": 60487, + "n_pred": 63566, + "n_ref": 70187 + }, + "14": { + "Dice": 0.8269530488992791, + "FN": 7041, + "FP": 65, + "IoU": 0.7049615943533319, + "TN": 1202539, + "TP": 16979, + "n_pred": 17044, + "n_ref": 24020 + }, + "15": { + "Dice": 0.7162770748445207, + "FN": 1, + "FP": 2645, + "IoU": 0.557968593384564, + "TN": 1220638, + "TP": 3340, + "n_pred": 5985, + "n_ref": 3341 + }, + "2": { + "Dice": 0.971460252923938, + "FN": 488, + "FP": 593, + "IoU": 0.9445043380050311, + "TN": 1207145, + "TP": 18398, + "n_pred": 18991, + "n_ref": 18886 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4708, + "IoU": 0.0, + "TN": 1221916, + "TP": 0, + "n_pred": 4708, + "n_ref": 0 + }, + "4": { + "Dice": 0.8673050615595075, + "FN": 29, + "FP": 68, + "IoU": 0.7657004830917874, + "TN": 1226210, + "TP": 317, + "n_pred": 385, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675130643598805, + "FN": 3035, + "FP": 1727, + "IoU": 0.9370705148535786, + "TN": 1150952, + "TP": 70910, + "n_pred": 72637, + "n_ref": 73945 + }, + "7": { + "Dice": 0.0030985428785348153, + "FN": 34, + "FP": 173058, + "IoU": 0.001551675405656405, + "TN": 1053263, + "TP": 269, + "n_pred": 173327, + "n_ref": 303 + }, + "8": { + "Dice": 0.5650793650793651, + "FN": 8, + "FP": 129, + "IoU": 0.3938053097345133, + "TN": 1226398, + "TP": 89, + "n_pred": 218, + "n_ref": 97 + }, + "9": { + "Dice": 0.9241076702387984, + "FN": 1218, + "FP": 3279, + "IoU": 0.8589220730330028, + "TN": 1194748, + "TP": 27379, + "n_pred": 30658, + "n_ref": 28597 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777458464301751, + "FN": 437, + "FP": 2041, + "IoU": 0.9564606248023333, + "TN": 468782, + "TP": 54436, + "n_pred": 56477, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8545454545454545, + "FN": 131, + "FP": 13, + "IoU": 0.746031746031746, + "TN": 525129, + "TP": 423, + "n_pred": 436, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9712755989827332, + "FN": 734, + "FP": 339, + "IoU": 0.9441553034245862, + "TN": 506482, + "TP": 18141, + "n_pred": 18480, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7039473684210527, + "FN": 2620, + "FP": 80, + "IoU": 0.5431472081218274, + "TN": 519786, + "TP": 3210, + "n_pred": 3290, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9510249919104631, + "FN": 1140, + "FP": 1433, + "IoU": 0.9066231174015605, + "TN": 498141, + "TP": 24982, + "n_pred": 26415, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9446354452565991, + "FN": 1805, + "FP": 3944, + "IoU": 0.895079753257656, + "TN": 470902, + "TP": 49045, + "n_pred": 52989, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9603284902084649, + "FN": 361, + "FP": 267, + "IoU": 0.9236845303196014, + "TN": 517467, + "TP": 7601, + "n_pred": 7868, + "n_ref": 7962 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8823455296845076, + "FN": 5273, + "FP": 4065, + "IoU": 0.789461817689897, + "TN": 1007039, + "TP": 35015, + "n_pred": 39080, + "n_ref": 40288 + }, + "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": 0.8012134490604197, + "FN": 3133, + "FP": 1585, + "IoU": 0.6683537185435119, + "TN": 1037166, + "TP": 9508, + "n_pred": 11093, + "n_ref": 12641 + }, + "14": { + "Dice": 0.9448560988747033, + "FN": 1760, + "FP": 5816, + "IoU": 0.8954760557939322, + "TN": 978911, + "TP": 64905, + "n_pred": 70721, + "n_ref": 66665 + }, + "15": { + "Dice": 0.8922619078806042, + "FN": 9310, + "FP": 11253, + "IoU": 0.8054809293173907, + "TN": 945680, + "TP": 85149, + "n_pred": 96402, + "n_ref": 94459 + }, + "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": 0.9237890933724737, + "FN": 881, + "FP": 1819, + "IoU": 0.8583718002517835, + "TN": 1032328, + "TP": 16364, + "n_pred": 18183, + "n_ref": 17245 + }, + "7": { + "Dice": 0.951420571972267, + "FN": 3553, + "FP": 8905, + "IoU": 0.907342397286764, + "TN": 916940, + "TP": 121994, + "n_pred": 130899, + "n_ref": 125547 + }, + "8": { + "Dice": 0.9498191681735986, + "FN": 113, + "FP": 109, + "IoU": 0.9044339216530348, + "TN": 1049069, + "TP": 2101, + "n_pred": 2210, + "n_ref": 2214 + }, + "9": { + "Dice": 0.8795688847235239, + "FN": 395, + "FP": 119, + "IoU": 0.7850271852781263, + "TN": 1049001, + "TP": 1877, + "n_pred": 1996, + "n_ref": 2272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9319279092748577, + "FN": 4631, + "FP": 2602, + "IoU": 0.872532778795996, + "TN": 994648, + "TP": 49511, + "n_pred": 52113, + "n_ref": 54142 + }, + "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": 0.8839014158363923, + "FN": 1374, + "FP": 1947, + "IoU": 0.7919563991730878, + "TN": 1035429, + "TP": 12642, + "n_pred": 14589, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9796599193461346, + "FN": 3041, + "FP": 1105, + "IoU": 0.9601307818059429, + "TN": 947402, + "TP": 99844, + "n_pred": 100949, + "n_ref": 102885 + }, + "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": 0.884990253411306, + "FN": 32, + "FP": 86, + "IoU": 0.7937062937062938, + "TN": 1050820, + "TP": 454, + "n_pred": 540, + "n_ref": 486 + }, + "7": { + "Dice": 0.6434782608695652, + "FN": 21, + "FP": 20, + "IoU": 0.47435897435897434, + "TN": 1051314, + "TP": 37, + "n_pred": 57, + "n_ref": 58 + }, + "8": { + "Dice": 0.10256410256410256, + "FN": 2, + "FP": 33, + "IoU": 0.05405405405405406, + "TN": 1051355, + "TP": 2, + "n_pred": 35, + "n_ref": 4 + }, + "9": { + "Dice": 0.9702964732331039, + "FN": 677, + "FP": 380, + "IoU": 0.9423066426505103, + "TN": 1033071, + "TP": 17264, + "n_pred": 17644, + "n_ref": 17941 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7107019048309385, + "FN": 6875.4977777777785, + "FP": 4122.042222222222, + "IoU": 0.6270622354261726, + "TN": 1192171.137777778, + "TP": 29296.388888888887, + "n_pred": 33418.43111111112, + "n_ref": 36171.88666666667 + }, + "mean": { + "1": { + "Dice": 0.7566979032648091, + "FN": 1039.0333333333333, + "FP": 1070.1666666666667, + "IoU": 0.7105454893136255, + "TN": 1207272.2, + "TP": 23083.666666666668, + "n_pred": 24153.833333333332, + "n_ref": 24122.7 + }, + "10": { + "Dice": 0.6830272662984609, + "FN": 3520.3, + "FP": 3411.133333333333, + "IoU": 0.587322668893235, + "TN": 1213493.3, + "TP": 12040.333333333334, + "n_pred": 15451.466666666667, + "n_ref": 15560.633333333333 + }, + "11": { + "Dice": 0.43282794862897084, + "FN": 176.2, + "FP": 113.93333333333334, + "IoU": 0.3464745375985524, + "TN": 1231670.4, + "TP": 504.53333333333336, + "n_pred": 618.4666666666667, + "n_ref": 680.7333333333333 + }, + "12": { + "Dice": 0.43754729105775386, + "FN": 169.53333333333333, + "FP": 222.8, + "IoU": 0.35890252281567353, + "TN": 1231517.4, + "TP": 555.3333333333334, + "n_pred": 778.1333333333333, + "n_ref": 724.8666666666667 + }, + "13": { + "Dice": 0.6765564603112257, + "FN": 4008.0, + "FP": 4656.333333333333, + "IoU": 0.5550499730951282, + "TN": 1213827.9, + "TP": 9972.833333333334, + "n_pred": 14629.166666666666, + "n_ref": 13980.833333333334 + }, + "14": { + "Dice": 0.6011835199011129, + "FN": 2551.1666666666665, + "FP": 8261.5, + "IoU": 0.5147680761371292, + "TN": 1208095.0, + "TP": 13557.4, + "n_pred": 21818.9, + "n_ref": 16108.566666666668 + }, + "15": { + "Dice": 0.6477927572217951, + "FN": 3809.4333333333334, + "FP": 3712.7, + "IoU": 0.5670383675504598, + "TN": 1205104.0333333334, + "TP": 19838.9, + "n_pred": 23551.6, + "n_ref": 23648.333333333332 + }, + "2": { + "Dice": 0.8060683590778791, + "FN": 5840.666666666667, + "FP": 3088.266666666667, + "IoU": 0.746031589219343, + "TN": 1183955.4333333333, + "TP": 39580.7, + "n_pred": 42668.96666666667, + "n_ref": 45421.36666666667 + }, + "3": { + "Dice": 0.7627744875492543, + "FN": 31187.266666666666, + "FP": 1079.8333333333333, + "IoU": 0.6986865661494074, + "TN": 1179803.3, + "TP": 20394.666666666668, + "n_pred": 21474.5, + "n_ref": 51581.933333333334 + }, + "4": { + "Dice": 0.7060713208718651, + "FN": 1700.2, + "FP": 2634.9666666666667, + "IoU": 0.6036024592300171, + "TN": 1220581.7666666666, + "TP": 7548.133333333333, + "n_pred": 10183.1, + "n_ref": 9248.333333333334 + }, + "5": { + "Dice": 0.657523450123905, + "FN": 685.7666666666667, + "FP": 725.7, + "IoU": 0.5396862383893942, + "TN": 1228407.6666666667, + "TP": 2645.9333333333334, + "n_pred": 3371.633333333333, + "n_ref": 3331.7 + }, + "6": { + "Dice": 0.9141015382598409, + "FN": 35972.2, + "FP": 20861.033333333333, + "IoU": 0.8659925678406352, + "TN": 973121.0666666667, + "TP": 202510.76666666666, + "n_pred": 223371.8, + "n_ref": 238482.96666666667 + }, + "7": { + "Dice": 0.8367609198573919, + "FN": 9477.833333333334, + "FP": 8647.9, + "IoU": 0.7369192850598274, + "TN": 1153452.6, + "TP": 60886.73333333333, + "n_pred": 69534.63333333333, + "n_ref": 70364.56666666667 + }, + "8": { + "Dice": 0.9155042352226089, + "FN": 887.5333333333333, + "FP": 1306.7333333333333, + "IoU": 0.8548562481121734, + "TN": 1212545.1, + "TP": 17725.7, + "n_pred": 19032.433333333334, + "n_ref": 18613.233333333334 + }, + "9": { + "Dice": 0.8260911148172037, + "FN": 2107.3333333333335, + "FP": 2037.6333333333334, + "IoU": 0.7200569419879865, + "TN": 1219719.9, + "TP": 8600.2, + "n_pred": 10637.833333333334, + "n_ref": 10707.533333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9141044828201211, + "FN": 7650, + "FP": 3427, + "IoU": 0.8417978234168356, + "TN": 2032766, + "TP": 58941, + "n_pred": 62368, + "n_ref": 66591 + }, + "10": { + "Dice": 0.050774166550425444, + "FN": 6798, + "FP": 7, + "IoU": 0.0260483755546014, + "TN": 2095797, + "TP": 182, + "n_pred": 189, + "n_ref": 6980 + }, + "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": 879, + "IoU": 0.0, + "TN": 2101905, + "TP": 0, + "n_pred": 879, + "n_ref": 0 + }, + "13": { + "Dice": 0.3549540103893628, + "FN": 12722, + "FP": 813, + "IoU": 0.21577148154586012, + "TN": 2085525, + "TP": 3724, + "n_pred": 4537, + "n_ref": 16446 + }, + "14": { + "Dice": 0.23156966490299824, + "FN": 3253, + "FP": 22889, + "IoU": 0.13094644459958113, + "TN": 2072703, + "TP": 3939, + "n_pred": 26828, + "n_ref": 7192 + }, + "15": { + "Dice": 0.795048042067782, + "FN": 16918, + "FP": 5415, + "IoU": 0.6598172124904799, + "TN": 2037134, + "TP": 43317, + "n_pred": 48732, + "n_ref": 60235 + }, + "2": { + "Dice": 0.878079112259052, + "FN": 575, + "FP": 1974, + "IoU": 0.782656889495225, + "TN": 2091056, + "TP": 9179, + "n_pred": 11153, + "n_ref": 9754 + }, + "3": { + "Dice": 2.5295642825523305e-05, + "FN": 711514, + "FP": 53, + "IoU": 1.2647981382171406e-05, + "TN": 1391208, + "TP": 9, + "n_pred": 62, + "n_ref": 711523 + }, + "4": { + "Dice": 0.8672378193472834, + "FN": 7856, + "FP": 760, + "IoU": 0.7655956688521914, + "TN": 2066027, + "TP": 28141, + "n_pred": 28901, + "n_ref": 35997 + }, + "5": { + "Dice": 0.34398919405673123, + "FN": 36, + "FP": 1421, + "IoU": 0.2077215878194671, + "TN": 2100945, + "TP": 382, + "n_pred": 1803, + "n_ref": 418 + }, + "6": { + "Dice": 0.13585421129427835, + "FN": 8192, + "FP": 409333, + "IoU": 0.07287746061352962, + "TN": 1652439, + "TP": 32820, + "n_pred": 442153, + "n_ref": 41012 + }, + "7": { + "Dice": 0.8011491778225621, + "FN": 23185, + "FP": 33156, + "IoU": 0.6682642769243451, + "TN": 1932947, + "TP": 113496, + "n_pred": 146652, + "n_ref": 136681 + }, + "8": { + "Dice": 0.6179292093946411, + "FN": 1013, + "FP": 142, + "IoU": 0.44710387745332697, + "TN": 2100695, + "TP": 934, + "n_pred": 1076, + "n_ref": 1947 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821237450798284, + "FN": 6320, + "FP": 1764, + "IoU": 0.9648753867009628, + "TN": 2047864, + "TP": 222068, + "n_pred": 223832, + "n_ref": 228388 + }, + "10": { + "Dice": 0.0, + "FN": 14808, + "FP": 22654, + "IoU": 0.0, + "TN": 2240554, + "TP": 0, + "n_pred": 22654, + "n_ref": 14808 + }, + "11": { + "Dice": 0.3927765237020316, + "FN": 506, + "FP": 32, + "IoU": 0.2443820224719101, + "TN": 2277304, + "TP": 174, + "n_pred": 206, + "n_ref": 680 + }, + "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": 14191, + "FP": 26852, + "IoU": 0.0, + "TN": 2236973, + "TP": 0, + "n_pred": 26852, + "n_ref": 14191 + }, + "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": 10230, + "IoU": 0.0, + "TN": 2267786, + "TP": 0, + "n_pred": 10230, + "n_ref": 0 + }, + "2": { + "Dice": 0.9721629741234559, + "FN": 1742, + "FP": 1325, + "IoU": 0.9458337748578292, + "TN": 2221394, + "TP": 53555, + "n_pred": 54880, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 2277360, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": 0.8699607001667619, + "FN": 10171, + "FP": 980, + "IoU": 0.7698499514973891, + "TN": 2229565, + "TP": 37300, + "n_pred": 38280, + "n_ref": 47471 + }, + "5": { + "Dice": 0.770981098109811, + "FN": 3538, + "FP": 2823, + "IoU": 0.6273142723224748, + "TN": 2260948, + "TP": 10707, + "n_pred": 13530, + "n_ref": 14245 + }, + "6": { + "Dice": 0.9121169165713525, + "FN": 98696, + "FP": 14945, + "IoU": 0.8384328522663134, + "TN": 1574649, + "TP": 589726, + "n_pred": 604671, + "n_ref": 688422 + }, + "7": { + "Dice": 0.7159476490547746, + "FN": 2885, + "FP": 631, + "IoU": 0.5575688939222349, + "TN": 2270069, + "TP": 4431, + "n_pred": 5062, + "n_ref": 7316 + }, + "8": { + "Dice": 0.9356522452495463, + "FN": 2719, + "FP": 3556, + "IoU": 0.87908509326345, + "TN": 2226120, + "TP": 45621, + "n_pred": 49177, + "n_ref": 48340 + }, + "9": { + "Dice": 0.42620613166442206, + "FN": 22666, + "FP": 13549, + "IoU": 0.2708144568609685, + "TN": 2228351, + "TP": 13450, + "n_pred": 26999, + "n_ref": 36116 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8044220680913988, + "FN": 3932, + "FP": 1623, + "IoU": 0.6728311443547912, + "TN": 508717, + "TP": 11424, + "n_pred": 13047, + "n_ref": 15356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44189197909272765, + "FN": 13715, + "FP": 3583, + "IoU": 0.2836080510229438, + "TN": 501550, + "TP": 6848, + "n_pred": 10431, + "n_ref": 20563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.731851569207288, + "FN": 1199, + "FP": 1612, + "IoU": 0.5771024522340905, + "TN": 519049, + "TP": 3836, + "n_pred": 5448, + "n_ref": 5035 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9237121341776484, + "FN": 1193, + "FP": 2373, + "IoU": 0.858238918704035, + "TN": 500541, + "TP": 21589, + "n_pred": 23962, + "n_ref": 22782 + }, + "7": { + "Dice": 0.9131713978732163, + "FN": 16868, + "FP": 9073, + "IoU": 0.840216567806789, + "TN": 363345, + "TP": 136410, + "n_pred": 145483, + "n_ref": 153278 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9098113207547169, + "FN": 282, + "FP": 196, + "IoU": 0.8345448251990308, + "TN": 522807, + "TP": 2411, + "n_pred": 2607, + "n_ref": 2693 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.7096427612140747, + "FN": 1371, + "FP": 5115, + "IoU": 0.5499583680266444, + "TN": 511284, + "TP": 7926, + "n_pred": 13041, + "n_ref": 9297 + }, + "9": { + "Dice": 0.7816641320877689, + "FN": 54, + "FP": 951, + "IoU": 0.641583452211127, + "TN": 522892, + "TP": 1799, + "n_pred": 2750, + "n_ref": 1853 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8631502628239985, + "FN": 207, + "FP": 548, + "IoU": 0.7592474489795918, + "TN": 1048256, + "TP": 2381, + "n_pred": 2929, + "n_ref": 2588 + }, + "10": { + "Dice": 0.7799688510842219, + "FN": 13351, + "FP": 5015, + "IoU": 0.6393024077929219, + "TN": 1000474, + "TP": 32552, + "n_pred": 37567, + "n_ref": 45903 + }, + "11": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 1051368, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "12": { + "Dice": 0.8198115567414325, + "FN": 1175, + "FP": 986, + "IoU": 0.6946446234280063, + "TN": 1044315, + "TP": 4916, + "n_pred": 5902, + "n_ref": 6091 + }, + "13": { + "Dice": 0.7784232365145228, + "FN": 1886, + "FP": 3988, + "IoU": 0.6372282608695652, + "TN": 1035200, + "TP": 10318, + "n_pred": 14306, + "n_ref": 12204 + }, + "14": { + "Dice": 0.9584133980648518, + "FN": 7274, + "FP": 8633, + "IoU": 0.9201475866569614, + "TN": 852187, + "TP": 183298, + "n_pred": 191931, + "n_ref": 190572 + }, + "15": { + "Dice": 0.72828334773998, + "FN": 5166, + "FP": 19667, + "IoU": 0.572677369951646, + "TN": 993279, + "TP": 33280, + "n_pred": 52947, + "n_ref": 38446 + }, + "2": { + "Dice": 0.944025262814027, + "FN": 3584, + "FP": 8753, + "IoU": 0.8939847039615021, + "TN": 935022, + "TP": 104033, + "n_pred": 112786, + "n_ref": 107617 + }, + "3": { + "Dice": 0.9489616906694953, + "FN": 1554, + "FP": 948, + "IoU": 0.9028802111637295, + "TN": 1025630, + "TP": 23260, + "n_pred": 24208, + "n_ref": 24814 + }, + "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": 0.9309661436829066, + "FN": 572, + "FP": 264, + "IoU": 0.870848138421134, + "TN": 1044919, + "TP": 5637, + "n_pred": 5901, + "n_ref": 6209 + }, + "7": { + "Dice": 0.9435132940515105, + "FN": 4545, + "FP": 881, + "IoU": 0.8930668873911158, + "TN": 1000650, + "TP": 45316, + "n_pred": 46197, + "n_ref": 49861 + }, + "8": { + "Dice": 0.9012336975678533, + "FN": 247, + "FP": 1154, + "IoU": 0.8202232773001411, + "TN": 1043599, + "TP": 6392, + "n_pred": 7546, + "n_ref": 6639 + }, + "9": { + "Dice": 0.8701180744777475, + "FN": 2699, + "FP": 876, + "IoU": 0.770096463022508, + "TN": 1035842, + "TP": 11975, + "n_pred": 12851, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7654616074096205, + "FN": 404, + "FP": 381, + "IoU": 0.6200387221684415, + "TN": 523630, + "TP": 1281, + "n_pred": 1662, + "n_ref": 1685 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9192963343526004, + "FN": 2726, + "FP": 3793, + "IoU": 0.8506460777126099, + "TN": 482048, + "TP": 37129, + "n_pred": 40922, + "n_ref": 39855 + }, + "5": { + "Dice": 0.4442523768366465, + "FN": 27, + "FP": 616, + "IoU": 0.28555555555555556, + "TN": 524796, + "TP": 257, + "n_pred": 873, + "n_ref": 284 + }, + "6": { + "Dice": 0.95652913550394, + "FN": 10158, + "FP": 4152, + "IoU": 0.9166802524629107, + "TN": 353948, + "TP": 157438, + "n_pred": 161590, + "n_ref": 167596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9255096208801676, + "FN": 2282, + "FP": 455, + "IoU": 0.8613475177304964, + "TN": 505956, + "TP": 17003, + "n_pred": 17458, + "n_ref": 19285 + }, + "9": { + "Dice": 0.6596196932268628, + "FN": 4361, + "FP": 7489, + "IoU": 0.4921138350762901, + "TN": 502364, + "TP": 11482, + "n_pred": 18971, + "n_ref": 15843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8802997017839898, + "FN": 3930, + "FP": 7349, + "IoU": 0.7861922544689401, + "TN": 1349103, + "TP": 41474, + "n_pred": 48823, + "n_ref": 45404 + }, + "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": 0.8738668333854329, + "FN": 4294, + "FP": 2162, + "IoU": 0.7759888965995836, + "TN": 1373036, + "TP": 22364, + "n_pred": 24526, + "n_ref": 26658 + }, + "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": 0.00016375992794563171, + "FN": 1, + "FP": 12210, + "IoU": 8.188666885031116e-05, + "TN": 1389644, + "TP": 1, + "n_pred": 12211, + "n_ref": 2 + }, + "3": { + "Dice": 0.8923679269437569, + "FN": 17190, + "FP": 2988, + "IoU": 0.8056537442812425, + "TN": 1298031, + "TP": 83647, + "n_pred": 86635, + "n_ref": 100837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8093171455254629, + "FN": 1786, + "FP": 5156, + "IoU": 0.6797084063855311, + "TN": 1380182, + "TP": 14732, + "n_pred": 19888, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9454488572745834, + "FN": 4091, + "FP": 2535, + "IoU": 0.8965414942618471, + "TN": 1337811, + "TP": 57419, + "n_pred": 59954, + "n_ref": 61510 + }, + "7": { + "Dice": 0.8832378304456424, + "FN": 37672, + "FP": 13983, + "IoU": 0.7908916101609149, + "TN": 1154831, + "TP": 195370, + "n_pred": 209353, + "n_ref": 233042 + }, + "8": { + "Dice": 0.9333082211130992, + "FN": 598, + "FP": 2943, + "IoU": 0.8749558584645808, + "TN": 1373538, + "TP": 24777, + "n_pred": 27720, + "n_ref": 25375 + }, + "9": { + "Dice": 0.8524759580881297, + "FN": 2306, + "FP": 2833, + "IoU": 0.7428828738680142, + "TN": 1381869, + "TP": 14848, + "n_pred": 17681, + "n_ref": 17154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8300156331422616, + "FN": 804, + "FP": 827, + "IoU": 0.7094245501514341, + "TN": 1396243, + "TP": 3982, + "n_pred": 4809, + "n_ref": 4786 + }, + "10": { + "Dice": 0.6711271230056614, + "FN": 21541, + "FP": 11687, + "IoU": 0.5050348567002324, + "TN": 1334724, + "TP": 33904, + "n_pred": 45591, + "n_ref": 55445 + }, + "11": { + "Dice": 0.06976744186046512, + "FN": 79, + "FP": 1, + "IoU": 0.03614457831325301, + "TN": 1401773, + "TP": 3, + "n_pred": 4, + "n_ref": 82 + }, + "12": { + "Dice": 0.13810741687979539, + "FN": 464, + "FP": 2906, + "IoU": 0.07417582417582418, + "TN": 1398216, + "TP": 270, + "n_pred": 3176, + "n_ref": 734 + }, + "13": { + "Dice": 0.34274204235244227, + "FN": 2503, + "FP": 22296, + "IoU": 0.20681272988965296, + "TN": 1370591, + "TP": 6466, + "n_pred": 28762, + "n_ref": 8969 + }, + "14": { + "Dice": 0.8175970216074837, + "FN": 4916, + "FP": 2825, + "IoU": 0.6914707054603427, + "TN": 1376766, + "TP": 17349, + "n_pred": 20174, + "n_ref": 22265 + }, + "15": { + "Dice": 0.8167436760905318, + "FN": 2101, + "FP": 2579, + "IoU": 0.6902508438678933, + "TN": 1386747, + "TP": 10429, + "n_pred": 13008, + "n_ref": 12530 + }, + "2": { + "Dice": 0.9203446475757886, + "FN": 12710, + "FP": 2091, + "IoU": 0.8524429999900306, + "TN": 1301549, + "TP": 85506, + "n_pred": 87597, + "n_ref": 98216 + }, + "3": { + "Dice": 0.6778693722257451, + "FN": 973, + "FP": 43, + "IoU": 0.5127098321342926, + "TN": 1399771, + "TP": 1069, + "n_pred": 1112, + "n_ref": 2042 + }, + "4": { + "Dice": 0.8855958450469338, + "FN": 1118, + "FP": 1283, + "IoU": 0.7946810330083803, + "TN": 1390162, + "TP": 9293, + "n_pred": 10576, + "n_ref": 10411 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721402964365417, + "FN": 4033, + "FP": 12271, + "IoU": 0.945790843892659, + "TN": 1101095, + "TP": 284457, + "n_pred": 296728, + "n_ref": 288490 + }, + "7": { + "Dice": 0.7936726784915785, + "FN": 23999, + "FP": 9223, + "IoU": 0.6579248138881166, + "TN": 1304737, + "TP": 63897, + "n_pred": 73120, + "n_ref": 87896 + }, + "8": { + "Dice": 0.9010989010989011, + "FN": 1164, + "FP": 3579, + "IoU": 0.82, + "TN": 1375506, + "TP": 21607, + "n_pred": 25186, + "n_ref": 22771 + }, + "9": { + "Dice": 0.8638973136915078, + "FN": 2994, + "FP": 2032, + "IoU": 0.7604042522763026, + "TN": 1380879, + "TP": 15951, + "n_pred": 17983, + "n_ref": 18945 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 782, + "IoU": 0.0, + "TN": 174450, + "TP": 0, + "n_pred": 782, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10752688172043011, + "FN": 0, + "FP": 166, + "IoU": 0.056818181818181816, + "TN": 175056, + "TP": 10, + "n_pred": 176, + "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": 0.8339951130116066, + "FN": 1490, + "FP": 684, + "IoU": 0.7152586771447282, + "TN": 167597, + "TP": 5461, + "n_pred": 6145, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9759560338905428, + "FN": 2258, + "FP": 682, + "IoU": 0.9530411449016101, + "TN": 112624, + "TP": 59668, + "n_pred": 60350, + "n_ref": 61926 + }, + "7": { + "Dice": 0.8315957064352113, + "FN": 2981, + "FP": 298, + "IoU": 0.7117362637362638, + "TN": 163857, + "TP": 8096, + "n_pred": 8394, + "n_ref": 11077 + }, + "8": { + "Dice": 0.951440511853249, + "FN": 602, + "FP": 711, + "IoU": 0.9073786681715575, + "TN": 161056, + "TP": 12863, + "n_pred": 13574, + "n_ref": 13465 + }, + "9": { + "Dice": 0.7319648093841642, + "FN": 418, + "FP": 39, + "IoU": 0.5772432932469935, + "TN": 174151, + "TP": 624, + "n_pred": 663, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9337354922200597, + "FN": 4125, + "FP": 2378, + "IoU": 0.8757071865443425, + "TN": 473376, + "TP": 45817, + "n_pred": 48195, + "n_ref": 49942 + }, + "10": { + "Dice": 0.7734027884173433, + "FN": 900, + "FP": 579, + "IoU": 0.6305271046714964, + "TN": 521693, + "TP": 2524, + "n_pred": 3103, + "n_ref": 3424 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "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": 0.9383471797114123, + "FN": 1065, + "FP": 63, + "IoU": 0.8838550247116969, + "TN": 515984, + "TP": 8584, + "n_pred": 8647, + "n_ref": 9649 + }, + "7": { + "Dice": 0.9739154925508944, + "FN": 4526, + "FP": 2698, + "IoU": 0.9491571946370131, + "TN": 383611, + "TP": 134861, + "n_pred": 137559, + "n_ref": 139387 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9463601146039304, + "FN": 2795, + "FP": 7839, + "IoU": 0.8981817485470266, + "TN": 246023, + "TP": 93807, + "n_pred": 101646, + "n_ref": 96602 + }, + "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": 0.9317601082218548, + "FN": 1154, + "FP": 662, + "IoU": 0.8722386379625721, + "TN": 336250, + "TP": 12398, + "n_pred": 13060, + "n_ref": 13552 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650801243721597, + "FN": 180, + "FP": 112, + "IoU": 0.9325167552576843, + "TN": 521369, + "TP": 4035, + "n_pred": 4147, + "n_ref": 4215 + }, + "10": { + "Dice": 0.8993392685423581, + "FN": 1651, + "FP": 1594, + "IoU": 0.8170903556732991, + "TN": 507955, + "TP": 14496, + "n_pred": 16090, + "n_ref": 16147 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8090181671783, + "FN": 4320, + "FP": 3270, + "IoU": 0.6792867404715626, + "TN": 502030, + "TP": 16076, + "n_pred": 19346, + "n_ref": 20396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8974753492386645, + "FN": 4089, + "FP": 17767, + "IoU": 0.8140183973382574, + "TN": 408179, + "TP": 95661, + "n_pred": 113428, + "n_ref": 99750 + }, + "3": { + "Dice": 0.8592746292244757, + "FN": 22040, + "FP": 4139, + "IoU": 0.7532703762346377, + "TN": 419592, + "TP": 79925, + "n_pred": 84064, + "n_ref": 101965 + }, + "4": { + "Dice": 0.07964601769911504, + "FN": 4, + "FP": 204, + "IoU": 0.041474654377880185, + "TN": 525479, + "TP": 9, + "n_pred": 213, + "n_ref": 13 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783483003691257, + "FN": 860, + "FP": 712, + "IoU": 0.9576143226919759, + "TN": 488608, + "TP": 35516, + "n_pred": 36228, + "n_ref": 36376 + }, + "7": { + "Dice": 0.6500169894665307, + "FN": 362, + "FP": 1698, + "IoU": 0.48150012584948404, + "TN": 521723, + "TP": 1913, + "n_pred": 3611, + "n_ref": 2275 + }, + "8": { + "Dice": 0.9465576862621817, + "FN": 617, + "FP": 63, + "IoU": 0.8985377499253954, + "TN": 518994, + "TP": 6022, + "n_pred": 6085, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9265667794425648, + "FN": 133, + "FP": 2146, + "IoU": 0.8631806447739689, + "TN": 509039, + "TP": 14378, + "n_pred": 16524, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1252, + "IoU": 0.0, + "TN": 3328156, + "TP": 0, + "n_pred": 1252, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 1, + "IoU": 0.0, + "TN": 3329402, + "TP": 0, + "n_pred": 1, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8006644518272426, + "FN": 16, + "FP": 104, + "IoU": 0.667590027700831, + "TN": 3329047, + "TP": 241, + "n_pred": 345, + "n_ref": 257 + }, + "13": { + "Dice": 0.37110061700734204, + "FN": 16064, + "FP": 2181, + "IoU": 0.22782292195700016, + "TN": 3305780, + "TP": 5383, + "n_pred": 7564, + "n_ref": 21447 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 94811, + "IoU": 0.0, + "TN": 3234597, + "TP": 0, + "n_pred": 94811, + "n_ref": 0 + }, + "15": { + "Dice": 0.016941380891473803, + "FN": 2962, + "FP": 37773, + "IoU": 0.008543056028817601, + "TN": 3288322, + "TP": 351, + "n_pred": 38124, + "n_ref": 3313 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9693087958266918, + "FN": 990, + "FP": 1128, + "IoU": 0.940445394218873, + "TN": 3293844, + "TP": 33446, + "n_pred": 34574, + "n_ref": 34436 + }, + "4": { + "Dice": 0.7057535446433459, + "FN": 556, + "FP": 15569, + "IoU": 0.5453007359783436, + "TN": 3293945, + "TP": 19338, + "n_pred": 34907, + "n_ref": 19894 + }, + "5": { + "Dice": 0.6735135679403916, + "FN": 918, + "FP": 5567, + "IoU": 0.5077425231516624, + "TN": 3316234, + "TP": 6689, + "n_pred": 12256, + "n_ref": 7607 + }, + "6": { + "Dice": 0.9309026175830516, + "FN": 37027, + "FP": 41302, + "IoU": 0.8707369720413356, + "TN": 2723442, + "TP": 527637, + "n_pred": 568939, + "n_ref": 564664 + }, + "7": { + "Dice": 0.8736428906314638, + "FN": 6813, + "FP": 20677, + "IoU": 0.775635793803663, + "TN": 3206884, + "TP": 95034, + "n_pred": 115711, + "n_ref": 101847 + }, + "8": { + "Dice": 0.9759826902271908, + "FN": 220, + "FP": 779, + "IoU": 0.9530919847865896, + "TN": 3308111, + "TP": 20298, + "n_pred": 21077, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7447385877103058, + "FN": 2538, + "FP": 1695, + "IoU": 0.593293620292083, + "TN": 3319000, + "TP": 6175, + "n_pred": 7870, + "n_ref": 8713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462924149893398, + "FN": 1255, + "FP": 10635, + "IoU": 0.8980597923471969, + "TN": 1285219, + "TP": 104747, + "n_pred": 115382, + "n_ref": 106002 + }, + "10": { + "Dice": 0.846411229904352, + "FN": 3746, + "FP": 9887, + "IoU": 0.7337200671901246, + "TN": 1350658, + "TP": 37565, + "n_pred": 47452, + "n_ref": 41311 + }, + "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": 0.5797744931939008, + "FN": 12335, + "FP": 9244, + "IoU": 0.40822706705059647, + "TN": 1365391, + "TP": 14886, + "n_pred": 24130, + "n_ref": 27221 + }, + "14": { + "Dice": 0.8951532879466404, + "FN": 5949, + "FP": 6202, + "IoU": 0.8102058667333104, + "TN": 1337834, + "TP": 51871, + "n_pred": 58073, + "n_ref": 57820 + }, + "15": { + "Dice": 0.8902935822983866, + "FN": 10286, + "FP": 7434, + "IoU": 0.8022784838374935, + "TN": 1312235, + "TP": 71901, + "n_pred": 79335, + "n_ref": 82187 + }, + "2": { + "Dice": 0.9537648029222884, + "FN": 3225, + "FP": 3053, + "IoU": 0.911616054961918, + "TN": 1330825, + "TP": 64753, + "n_pred": 67806, + "n_ref": 67978 + }, + "3": { + "Dice": 0.8973425207300371, + "FN": 789, + "FP": 8880, + "IoU": 0.8137998767524265, + "TN": 1349928, + "TP": 42259, + "n_pred": 51139, + "n_ref": 43048 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 1401658, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 632, + "FP": 0, + "IoU": 0.0, + "TN": 1401224, + "TP": 0, + "n_pred": 0, + "n_ref": 632 + }, + "6": { + "Dice": 0.9169507600030758, + "FN": 10984, + "FP": 1976, + "IoU": 0.846638108536672, + "TN": 1317350, + "TP": 71546, + "n_pred": 73522, + "n_ref": 82530 + }, + "7": { + "Dice": 0.8211622438696674, + "FN": 3494, + "FP": 23126, + "IoU": 0.696586311050322, + "TN": 1314121, + "TP": 61115, + "n_pred": 84241, + "n_ref": 64609 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8603095356964553, + "FN": 848, + "FP": 551, + "IoU": 0.7548624496232696, + "TN": 1396149, + "TP": 4308, + "n_pred": 4859, + "n_ref": 5156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561269868683193, + "FN": 8008, + "FP": 6218, + "IoU": 0.9159418577168518, + "TN": 5262952, + "TP": 155014, + "n_pred": 161232, + "n_ref": 163022 + }, + "10": { + "Dice": 0.7882848210128194, + "FN": 15716, + "FP": 6563, + "IoU": 0.6505528978119364, + "TN": 5368437, + "TP": 41476, + "n_pred": 48039, + "n_ref": 57192 + }, + "11": { + "Dice": 0.0, + "FN": 798, + "FP": 296, + "IoU": 0.0, + "TN": 5431098, + "TP": 0, + "n_pred": 296, + "n_ref": 798 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 539, + "IoU": 0.0, + "TN": 5431653, + "TP": 0, + "n_pred": 539, + "n_ref": 0 + }, + "13": { + "Dice": 0.6456506206669127, + "FN": 13630, + "FP": 31501, + "IoU": 0.47672382807517943, + "TN": 5345945, + "TP": 41116, + "n_pred": 72617, + "n_ref": 54746 + }, + "14": { + "Dice": 0.9024345064831966, + "FN": 4496, + "FP": 2878, + "IoU": 0.8222147214118668, + "TN": 5390715, + "TP": 34103, + "n_pred": 36981, + "n_ref": 38599 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9266516395099664, + "FN": 19989, + "FP": 9037, + "IoU": 0.8633279498250752, + "TN": 5219815, + "TP": 183351, + "n_pred": 192388, + "n_ref": 203340 + }, + "3": { + "Dice": 0.945918146787213, + "FN": 8115, + "FP": 6397, + "IoU": 0.8973858566145535, + "TN": 5290769, + "TP": 126911, + "n_pred": 133308, + "n_ref": 135026 + }, + "4": { + "Dice": 0.7058602466236054, + "FN": 792, + "FP": 11731, + "IoU": 0.5454281462122037, + "TN": 5404643, + "TP": 15026, + "n_pred": 26757, + "n_ref": 15818 + }, + "5": { + "Dice": 0.8443330171206577, + "FN": 5449, + "FP": 1443, + "IoU": 0.7306023531251221, + "TN": 5406609, + "TP": 18691, + "n_pred": 20134, + "n_ref": 24140 + }, + "6": { + "Dice": 0.8340431301944722, + "FN": 709898, + "FP": 61165, + "IoU": 0.715329316026573, + "TN": 2723578, + "TP": 1937551, + "n_pred": 1998716, + "n_ref": 2647449 + }, + "7": { + "Dice": 0.43341624838981924, + "FN": 55029, + "FP": 47015, + "IoU": 0.2766633114535634, + "TN": 5291118, + "TP": 39030, + "n_pred": 86045, + "n_ref": 94059 + }, + "8": { + "Dice": 0.96175216313505, + "FN": 870, + "FP": 3157, + "IoU": 0.9263223374865067, + "TN": 5377535, + "TP": 50630, + "n_pred": 53787, + "n_ref": 51500 + }, + "9": { + "Dice": 0.8084613973441711, + "FN": 15396, + "FP": 11750, + "IoU": 0.6785020607323891, + "TN": 5347756, + "TP": 57290, + "n_pred": 69040, + "n_ref": 72686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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": 0.9360040312421265, + "FN": 171, + "FP": 845, + "IoU": 0.8797063698792328, + "TN": 517250, + "TP": 7430, + "n_pred": 8275, + "n_ref": 7601 + }, + "5": { + "Dice": 0.5243732590529248, + "FN": 3465, + "FP": 1999, + "IoU": 0.3553563001415762, + "TN": 517220, + "TP": 3012, + "n_pred": 5011, + "n_ref": 6477 + }, + "6": { + "Dice": 0.9943186730396334, + "FN": 949, + "FP": 891, + "IoU": 0.9887015363454382, + "TN": 362842, + "TP": 161014, + "n_pred": 161905, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9739388844356683, + "FN": 1129, + "FP": 204, + "IoU": 0.9492016310354026, + "TN": 499455, + "TP": 24908, + "n_pred": 25112, + "n_ref": 26037 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8257070508933985, + "FN": 3470, + "FP": 6304, + "IoU": 0.7031525238413412, + "TN": 668002, + "TP": 23152, + "n_pred": 29456, + "n_ref": 26622 + }, + "11": { + "Dice": 0.6842105263157895, + "FN": 20, + "FP": 28, + "IoU": 0.52, + "TN": 700828, + "TP": 52, + "n_pred": 80, + "n_ref": 72 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8859344511690974, + "FN": 4666, + "FP": 5681, + "IoU": 0.7952265035919966, + "TN": 650399, + "TP": 40182, + "n_pred": 45863, + "n_ref": 44848 + }, + "14": { + "Dice": 0.5524558447232104, + "FN": 28273, + "FP": 411, + "IoU": 0.38165042683452616, + "TN": 654540, + "TP": 17704, + "n_pred": 18115, + "n_ref": 45977 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9058163566578092, + "FN": 277, + "FP": 42, + "IoU": 0.827846735024285, + "TN": 699075, + "TP": 1534, + "n_pred": 1576, + "n_ref": 1811 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8845171458072931, + "FN": 1506, + "FP": 619, + "IoU": 0.7929455324953717, + "TN": 690665, + "TP": 8138, + "n_pred": 8757, + "n_ref": 9644 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8528798331461576, + "FN": 211, + "FP": 706, + "IoU": 0.7434965034965035, + "TN": 697353, + "TP": 2658, + "n_pred": 3364, + "n_ref": 2869 + }, + "7": { + "Dice": 0.7193605683836589, + "FN": 877, + "FP": 71, + "IoU": 0.5617198335644937, + "TN": 698765, + "TP": 1215, + "n_pred": 1286, + "n_ref": 2092 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8027277633321885, + "FN": 3231, + "FP": 790, + "IoU": 0.6704638583838715, + "TN": 688726, + "TP": 8181, + "n_pred": 8971, + "n_ref": 11412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.9489300998573467, + "FN": 119, + "FP": 239, + "IoU": 0.9028230184581976, + "TN": 697244, + "TP": 3326, + "n_pred": 3565, + "n_ref": 3445 + }, + "14": { + "Dice": 0.2182381584772023, + "FN": 329, + "FP": 3203, + "IoU": 0.12248447204968944, + "TN": 696903, + "TP": 493, + "n_pred": 3696, + "n_ref": 822 + }, + "15": { + "Dice": 0.8856609529646939, + "FN": 32575, + "FP": 257, + "IoU": 0.7947858915300426, + "TN": 540939, + "TP": 127157, + "n_pred": 127414, + "n_ref": 159732 + }, + "2": { + "Dice": 0.9625205541590278, + "FN": 1477, + "FP": 2489, + "IoU": 0.927749034467682, + "TN": 646036, + "TP": 50926, + "n_pred": 53415, + "n_ref": 52403 + }, + "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": 0.973578160036379, + "FN": 997, + "FP": 2373, + "IoU": 0.948516606068013, + "TN": 635470, + "TP": 62088, + "n_pred": 64461, + "n_ref": 63085 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9488975356679636, + "FN": 193, + "FP": 595, + "IoU": 0.9027640671273445, + "TN": 1218520, + "TP": 7316, + "n_pred": 7911, + "n_ref": 7509 + }, + "11": { + "Dice": 0.8499840068237552, + "FN": 852, + "FP": 555, + "IoU": 0.7391062488410903, + "TN": 1221231, + "TP": 3986, + "n_pred": 4541, + "n_ref": 4838 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8445078459343794, + "FN": 67, + "FP": 151, + "IoU": 0.7308641975308642, + "TN": 1225814, + "TP": 592, + "n_pred": 743, + "n_ref": 659 + }, + "14": { + "Dice": 0.7563632058719072, + "FN": 1971, + "FP": 2145, + "IoU": 0.6081865778200857, + "TN": 1216119, + "TP": 6389, + "n_pred": 8534, + "n_ref": 8360 + }, + "15": { + "Dice": 0.9398637252917763, + "FN": 7968, + "FP": 946, + "IoU": 0.886549916000611, + "TN": 1148052, + "TP": 69658, + "n_pred": 70604, + "n_ref": 77626 + }, + "2": { + "Dice": 0.9733197955683728, + "FN": 791, + "FP": 2336, + "IoU": 0.9480262611152663, + "TN": 1166459, + "TP": 57038, + "n_pred": 59374, + "n_ref": 57829 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7931034482758621, + "FN": 49, + "FP": 167, + "IoU": 0.6571428571428571, + "TN": 1225994, + "TP": 414, + "n_pred": 581, + "n_ref": 463 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9837734883672784, + "FN": 6371, + "FP": 4602, + "IoU": 0.9680651676629628, + "TN": 883018, + "TP": 332633, + "n_pred": 337235, + "n_ref": 339004 + }, + "7": { + "Dice": 0.8604147322810275, + "FN": 92, + "FP": 359, + "IoU": 0.755024443237371, + "TN": 1224783, + "TP": 1390, + "n_pred": 1749, + "n_ref": 1482 + }, + "8": { + "Dice": 0.9694568245125348, + "FN": 3511, + "FP": 875, + "IoU": 0.9407241225521333, + "TN": 1152631, + "TP": 69607, + "n_pred": 70482, + "n_ref": 73118 + }, + "9": { + "Dice": 0.8745699541284404, + "FN": 663, + "FP": 2837, + "IoU": 0.7770984587950579, + "TN": 1210922, + "TP": 12202, + "n_pred": 15039, + "n_ref": 12865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9408609738884969, + "FN": 334, + "FP": 504, + "IoU": 0.8883262260127932, + "TN": 1043888, + "TP": 6666, + "n_pred": 7170, + "n_ref": 7000 + }, + "10": { + "Dice": 0.8931704683493049, + "FN": 1734, + "FP": 4598, + "IoU": 0.8069629900615816, + "TN": 1018590, + "TP": 26470, + "n_pred": 31068, + "n_ref": 28204 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.844688518963446, + "FN": 604, + "FP": 301, + "IoU": 0.7311348781937017, + "TN": 1048026, + "TP": 2461, + "n_pred": 2762, + "n_ref": 3065 + }, + "13": { + "Dice": 0.8650258661232169, + "FN": 5295, + "FP": 4176, + "IoU": 0.7621546961325967, + "TN": 1011572, + "TP": 30349, + "n_pred": 34525, + "n_ref": 35644 + }, + "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": 0.6798029556650246, + "FN": 1, + "FP": 129, + "IoU": 0.5149253731343284, + "TN": 1051124, + "TP": 138, + "n_pred": 267, + "n_ref": 139 + }, + "3": { + "Dice": 0.9745796267455059, + "FN": 430, + "FP": 533, + "IoU": 0.9504196056222005, + "TN": 1031969, + "TP": 18460, + "n_pred": 18993, + "n_ref": 18890 + }, + "4": { + "Dice": 0.8338732068486812, + "FN": 88, + "FP": 271, + "IoU": 0.7150793650793651, + "TN": 1050132, + "TP": 901, + "n_pred": 1172, + "n_ref": 989 + }, + "5": { + "Dice": 0.8736654804270463, + "FN": 89, + "FP": 337, + "IoU": 0.7756714060031595, + "TN": 1049493, + "TP": 1473, + "n_pred": 1810, + "n_ref": 1562 + }, + "6": { + "Dice": 0.9560770800205134, + "FN": 1988, + "FP": 9917, + "IoU": 0.915850262238998, + "TN": 909918, + "TP": 129569, + "n_pred": 139486, + "n_ref": 131557 + }, + "7": { + "Dice": 0.9669898326435127, + "FN": 8418, + "FP": 3322, + "IoU": 0.9360893660108659, + "TN": 867698, + "TP": 171954, + "n_pred": 175276, + "n_ref": 180372 + }, + "8": { + "Dice": 0.9468804701478425, + "FN": 3324, + "FP": 7631, + "IoU": 0.8991196567029486, + "TN": 942798, + "TP": 97639, + "n_pred": 105270, + "n_ref": 100963 + }, + "9": { + "Dice": 0.9527060237016002, + "FN": 439, + "FP": 1293, + "IoU": 0.909683474996089, + "TN": 1032215, + "TP": 17445, + "n_pred": 18738, + "n_ref": 17884 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572723349158394, + "FN": 151, + "FP": 146, + "IoU": 0.918046357615894, + "TN": 872536, + "TP": 3327, + "n_pred": 3473, + "n_ref": 3478 + }, + "10": { + "Dice": 0.5877192982456141, + "FN": 14, + "FP": 80, + "IoU": 0.4161490683229814, + "TN": 875999, + "TP": 67, + "n_pred": 147, + "n_ref": 81 + }, + "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": 0.8604742308446012, + "FN": 1640, + "FP": 1208, + "IoU": 0.755116079105761, + "TN": 864530, + "TP": 8782, + "n_pred": 9990, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9020087778528022, + "FN": 1955, + "FP": 367, + "IoU": 0.8215081866400185, + "TN": 863151, + "TP": 10687, + "n_pred": 11054, + "n_ref": 12642 + }, + "15": { + "Dice": 0.9138125705683101, + "FN": 882, + "FP": 2782, + "IoU": 0.8413028413028413, + "TN": 853072, + "TP": 19424, + "n_pred": 22206, + "n_ref": 20306 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 876139, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8871620245059518, + "FN": 2622, + "FP": 1255, + "IoU": 0.7972068207971545, + "TN": 857042, + "TP": 15241, + "n_pred": 16496, + "n_ref": 17863 + }, + "5": { + "Dice": 0.903203196187005, + "FN": 596, + "FP": 785, + "IoU": 0.8234918200408998, + "TN": 868336, + "TP": 6443, + "n_pred": 7228, + "n_ref": 7039 + }, + "6": { + "Dice": 0.9867188742734782, + "FN": 4584, + "FP": 843, + "IoU": 0.973785901287761, + "TN": 669134, + "TP": 201599, + "n_pred": 202442, + "n_ref": 206183 + }, + "7": { + "Dice": 0.8617494440326168, + "FN": 706, + "FP": 40, + "IoU": 0.7570823835884077, + "TN": 873089, + "TP": 2325, + "n_pred": 2365, + "n_ref": 3031 + }, + "8": { + "Dice": 0.9198573347538098, + "FN": 4861, + "FP": 3790, + "IoU": 0.8516072592541768, + "TN": 817862, + "TP": 49647, + "n_pred": 53437, + "n_ref": 54508 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0299.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": 0.842839248434238, + "FN": 5202, + "FP": 2326, + "IoU": 0.7283683336941618, + "TN": 322750, + "TP": 20186, + "n_pred": 22512, + "n_ref": 25388 + }, + "15": { + "Dice": 0.9003835151542946, + "FN": 15941, + "FP": 1436, + "IoU": 0.818815948617425, + "TN": 254556, + "TP": 78531, + "n_pred": 79967, + "n_ref": 94472 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8768520767549186, + "FN": 171, + "FP": 336, + "IoU": 0.7807093425605537, + "TN": 698616, + "TP": 1805, + "n_pred": 2141, + "n_ref": 1976 + }, + "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": 0.9121309300011058, + "FN": 615, + "FP": 3358, + "IoU": 0.8384565341140116, + "TN": 676334, + "TP": 20621, + "n_pred": 23979, + "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": 0.9230769230769231, + "FN": 0, + "FP": 2, + "IoU": 0.8571428571428571, + "TN": 700914, + "TP": 12, + "n_pred": 14, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.28606924863609356, + "FN": 1067, + "FP": 38584, + "IoU": 0.16690828868578633, + "TN": 653333, + "TP": 7944, + "n_pred": 46528, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958460645909882, + "FN": 2115, + "FP": 8625, + "IoU": 0.9202346912250733, + "TN": 566283, + "TP": 123905, + "n_pred": 132530, + "n_ref": 126020 + }, + "7": { + "Dice": 0.8949120766880524, + "FN": 45996, + "FP": 1538, + "IoU": 0.8098107470091626, + "TN": 450998, + "TP": 202396, + "n_pred": 203934, + "n_ref": 248392 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612576149545189, + "FN": 963, + "FP": 2751, + "IoU": 0.9254052099861415, + "TN": 1702531, + "TP": 46075, + "n_pred": 48826, + "n_ref": 47038 + }, + "10": { + "Dice": 0.8157186132615281, + "FN": 315, + "FP": 1875, + "IoU": 0.6887878357254512, + "TN": 1745283, + "TP": 4847, + "n_pred": 6722, + "n_ref": 5162 + }, + "11": { + "Dice": 0.8154639175257732, + "FN": 964, + "FP": 826, + "IoU": 0.6884247171453438, + "TN": 1746575, + "TP": 3955, + "n_pred": 4781, + "n_ref": 4919 + }, + "12": { + "Dice": 0.5349397590361445, + "FN": 363, + "FP": 216, + "IoU": 0.3651315789473684, + "TN": 1751408, + "TP": 333, + "n_pred": 549, + "n_ref": 696 + }, + "13": { + "Dice": 0.6517254018955857, + "FN": 746, + "FP": 5905, + "IoU": 0.48337734969706386, + "TN": 1739446, + "TP": 6223, + "n_pred": 12128, + "n_ref": 6969 + }, + "14": { + "Dice": 0.8535203482346438, + "FN": 3333, + "FP": 907, + "IoU": 0.7444705598746459, + "TN": 1735727, + "TP": 12353, + "n_pred": 13260, + "n_ref": 15686 + }, + "15": { + "Dice": 0.3956463624212335, + "FN": 12345, + "FP": 315, + "IoU": 0.24660795048797907, + "TN": 1735516, + "TP": 4144, + "n_pred": 4459, + "n_ref": 16489 + }, + "2": { + "Dice": 0.5698304824505285, + "FN": 115943, + "FP": 1726, + "IoU": 0.3984356228112778, + "TN": 1556715, + "TP": 77936, + "n_pred": 79662, + "n_ref": 193879 + }, + "3": { + "Dice": 0.5097067327550598, + "FN": 161815, + "FP": 1991, + "IoU": 0.3420177383592018, + "TN": 1503368, + "TP": 85146, + "n_pred": 87137, + "n_ref": 246961 + }, + "4": { + "Dice": 0.8530161427357689, + "FN": 137, + "FP": 36, + "IoU": 0.7437037037037038, + "TN": 1751645, + "TP": 502, + "n_pred": 538, + "n_ref": 639 + }, + "5": { + "Dice": 0.868657953218577, + "FN": 2547, + "FP": 940, + "IoU": 0.7678119589825543, + "TN": 1737302, + "TP": 11531, + "n_pred": 12471, + "n_ref": 14078 + }, + "6": { + "Dice": 0.9711200789415725, + "FN": 4420, + "FP": 12233, + "IoU": 0.943861435202821, + "TN": 1455679, + "TP": 279988, + "n_pred": 292221, + "n_ref": 284408 + }, + "7": { + "Dice": 0.9070040871171827, + "FN": 8582, + "FP": 3045, + "IoU": 0.8298330089130213, + "TN": 1683993, + "TP": 56700, + "n_pred": 59745, + "n_ref": 65282 + }, + "8": { + "Dice": 0.9536254980079681, + "FN": 1121, + "FP": 1789, + "IoU": 0.9113615595491928, + "TN": 1719490, + "TP": 29920, + "n_pred": 31709, + "n_ref": 31041 + }, + "9": { + "Dice": 0.7302217036172696, + "FN": 1252, + "FP": 7996, + "IoU": 0.5750781106414262, + "TN": 1730556, + "TP": 12516, + "n_pred": 20512, + "n_ref": 13768 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8855133614627285, + "FN": 1, + "FP": 406, + "IoU": 0.7945482079757699, + "TN": 1224643, + "TP": 1574, + "n_pred": 1980, + "n_ref": 1575 + }, + "10": { + "Dice": 0.8500329644124619, + "FN": 6619, + "FP": 4072, + "IoU": 0.7391802878750915, + "TN": 1185634, + "TP": 30299, + "n_pred": 34371, + "n_ref": 36918 + }, + "11": { + "Dice": 0.6707833450952717, + "FN": 1123, + "FP": 743, + "IoU": 0.5046456065834882, + "TN": 1222857, + "TP": 1901, + "n_pred": 2644, + "n_ref": 3024 + }, + "12": { + "Dice": 0.7555555555555555, + "FN": 19, + "FP": 3, + "IoU": 0.6071428571428571, + "TN": 1226568, + "TP": 34, + "n_pred": 37, + "n_ref": 53 + }, + "13": { + "Dice": 0.6788417242513984, + "FN": 880, + "FP": 3024, + "IoU": 0.5138231631382316, + "TN": 1218594, + "TP": 4126, + "n_pred": 7150, + "n_ref": 5006 + }, + "14": { + "Dice": 0.9511697480253852, + "FN": 1878, + "FP": 2023, + "IoU": 0.9068862632772408, + "TN": 1184729, + "TP": 37994, + "n_pred": 40017, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8621411874707807, + "FN": 615, + "FP": 14129, + "IoU": 0.7576873140828636, + "TN": 1165777, + "TP": 46103, + "n_pred": 60232, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9263861024094736, + "FN": 3146, + "FP": 15677, + "IoU": 0.8628670926191708, + "TN": 1089363, + "TP": 118438, + "n_pred": 134115, + "n_ref": 121584 + }, + "3": { + "Dice": 0.9373444050047381, + "FN": 7692, + "FP": 4011, + "IoU": 0.8820773253529216, + "TN": 1127381, + "TP": 87540, + "n_pred": 91551, + "n_ref": 95232 + }, + "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": 0.9661578776003358, + "FN": 2723, + "FP": 5904, + "IoU": 0.9345313531603591, + "TN": 1094851, + "TP": 123146, + "n_pred": 129050, + "n_ref": 125869 + }, + "7": { + "Dice": 0.6858301453710788, + "FN": 5069, + "FP": 35993, + "IoU": 0.521873289784702, + "TN": 1140743, + "TP": 44819, + "n_pred": 80812, + "n_ref": 49888 + }, + "8": { + "Dice": 0.964152041919654, + "FN": 290, + "FP": 572, + "IoU": 0.9307852898667095, + "TN": 1214170, + "TP": 11592, + "n_pred": 12164, + "n_ref": 11882 + }, + "9": { + "Dice": 0.9375075987841945, + "FN": 921, + "FP": 2163, + "IoU": 0.8823664034786589, + "TN": 1200407, + "TP": 23133, + "n_pred": 25296, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.9175797999047165, + "FN": 420, + "FP": 99, + "IoU": 0.8477112676056338, + "TN": 347056, + "TP": 2889, + "n_pred": 2988, + "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": 0.985108611503256, + "FN": 1725, + "FP": 1218, + "IoU": 0.9706542223817644, + "TN": 250177, + "TP": 97344, + "n_pred": 98562, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9744733200061511, + "FN": 1461, + "FP": 1527, + "IoU": 0.9502174239016344, + "TN": 290443, + "TP": 57033, + "n_pred": 58560, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9007336692300892, + "FN": 692, + "FP": 431, + "IoU": 0.819395303956256, + "TN": 344246, + "TP": 5095, + "n_pred": 5526, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 4205566, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.7331816590829542, + "FN": 3151, + "FP": 12095, + "IoU": 0.5787583234327079, + "TN": 4169375, + "TP": 20947, + "n_pred": 33042, + "n_ref": 24098 + }, + "11": { + "Dice": 0.8452937249666221, + "FN": 917, + "FP": 937, + "IoU": 0.732042202630438, + "TN": 4198649, + "TP": 5065, + "n_pred": 6002, + "n_ref": 5982 + }, + "12": { + "Dice": 0.9074979249285253, + "FN": 789, + "FP": 214, + "IoU": 0.8306601384433564, + "TN": 4199645, + "TP": 4920, + "n_pred": 5134, + "n_ref": 5709 + }, + "13": { + "Dice": 0.8741298581067849, + "FN": 8884, + "FP": 5256, + "IoU": 0.7764038014516359, + "TN": 4142329, + "TP": 49099, + "n_pred": 54355, + "n_ref": 57983 + }, + "14": { + "Dice": 0.052091721308332374, + "FN": 3012, + "FP": 95870, + "IoU": 0.026742389196744064, + "TN": 4103969, + "TP": 2717, + "n_pred": 98587, + "n_ref": 5729 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 4205515, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "2": { + "Dice": 0.9782298539242028, + "FN": 2762, + "FP": 3250, + "IoU": 0.9573873905801468, + "TN": 4064483, + "TP": 135073, + "n_pred": 138323, + "n_ref": 137835 + }, + "3": { + "Dice": 0.9702168215391946, + "FN": 168, + "FP": 82, + "IoU": 0.9421564090698751, + "TN": 4201246, + "TP": 4072, + "n_pred": 4154, + "n_ref": 4240 + }, + "4": { + "Dice": 0.7642651296829971, + "FN": 20944, + "FP": 1142, + "IoU": 0.6184701492537313, + "TN": 4147680, + "TP": 35802, + "n_pred": 36944, + "n_ref": 56746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.886372780969855, + "FN": 159490, + "FP": 24070, + "IoU": 0.7959331146214212, + "TN": 3306059, + "TP": 715949, + "n_pred": 740019, + "n_ref": 875439 + }, + "7": { + "Dice": 0.8848927757987525, + "FN": 14235, + "FP": 42216, + "IoU": 0.7935494960429498, + "TN": 3932132, + "TP": 216985, + "n_pred": 259201, + "n_ref": 231220 + }, + "8": { + "Dice": 0.9532072822107428, + "FN": 595, + "FP": 2204, + "IoU": 0.9105979302414718, + "TN": 4174260, + "TP": 28509, + "n_pred": 30713, + "n_ref": 29104 + }, + "9": { + "Dice": 0.9315093479252166, + "FN": 225, + "FP": 1277, + "IoU": 0.8717992488904063, + "TN": 4193852, + "TP": 10214, + "n_pred": 11491, + "n_ref": 10439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "10": { + "Dice": 0.8994468236973591, + "FN": 829, + "FP": 1425, + "IoU": 0.817267936765302, + "TN": 513361, + "TP": 10081, + "n_pred": 11506, + "n_ref": 10910 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7793227180982283, + "FN": 1600, + "FP": 368, + "IoU": 0.6384346867536285, + "TN": 520253, + "TP": 3475, + "n_pred": 3843, + "n_ref": 5075 + }, + "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": 0.9502118232344825, + "FN": 1575, + "FP": 987, + "IoU": 0.9051462421325435, + "TN": 498686, + "TP": 24448, + "n_pred": 25435, + "n_ref": 26023 + }, + "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": 0.933950899347817, + "FN": 1671, + "FP": 1509, + "IoU": 0.8760861941316292, + "TN": 500033, + "TP": 22483, + "n_pred": 23992, + "n_ref": 24154 + }, + "7": { + "Dice": 0.9644186160082043, + "FN": 5397, + "FP": 1889, + "IoU": 0.9312823027879428, + "TN": 419668, + "TP": 98742, + "n_pred": 100631, + "n_ref": 104139 + }, + "8": { + "Dice": 0.9533544252453963, + "FN": 92, + "FP": 483, + "IoU": 0.9108665323205705, + "TN": 519245, + "TP": 5876, + "n_pred": 6359, + "n_ref": 5968 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716330246992742, + "FN": 1173, + "FP": 1039, + "IoU": 0.9448310263125078, + "TN": 1011297, + "TP": 37883, + "n_pred": 38922, + "n_ref": 39056 + }, + "10": { + "Dice": 0.8672908162018138, + "FN": 2315, + "FP": 3114, + "IoU": 0.7656782770080711, + "TN": 1028223, + "TP": 17740, + "n_pred": 20854, + "n_ref": 20055 + }, + "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": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.723101651161658, + "FN": 1264, + "FP": 4421, + "IoU": 0.5662953921269454, + "TN": 1038284, + "TP": 7423, + "n_pred": 11844, + "n_ref": 8687 + }, + "14": { + "Dice": 0.685081386484911, + "FN": 4694, + "FP": 2329, + "IoU": 0.5210066839448916, + "TN": 1036730, + "TP": 7639, + "n_pred": 9968, + "n_ref": 12333 + }, + "15": { + "Dice": 0.924280258145886, + "FN": 6524, + "FP": 8365, + "IoU": 0.8592203175083443, + "TN": 945631, + "TP": 90872, + "n_pred": 99237, + "n_ref": 97396 + }, + "2": { + "Dice": 0.9572881355932203, + "FN": 2113, + "FP": 2927, + "IoU": 0.918075422626788, + "TN": 989872, + "TP": 56480, + "n_pred": 59407, + "n_ref": 58593 + }, + "3": { + "Dice": 0.9084895259095921, + "FN": 117, + "FP": 215, + "IoU": 0.8323232323232324, + "TN": 1049412, + "TP": 1648, + "n_pred": 1863, + "n_ref": 1765 + }, + "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": 0.9491487049447563, + "FN": 1741, + "FP": 505, + "IoU": 0.9032188563795407, + "TN": 1028185, + "TP": 20961, + "n_pred": 21466, + "n_ref": 22702 + }, + "7": { + "Dice": 0.8910139593069063, + "FN": 11143, + "FP": 6978, + "IoU": 0.8034492109116547, + "TN": 959197, + "TP": 74074, + "n_pred": 81052, + "n_ref": 85217 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9560125020562592, + "FN": 1102, + "FP": 235, + "IoU": 0.9157317534350182, + "TN": 1035526, + "TP": 14529, + "n_pred": 14764, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7231683537840293, + "FN": 4643.282222222221, + "FP": 4116.0599999999995, + "IoU": 0.6388232261249508, + "TN": 1204011.2799999998, + "TP": 25535.511111111115, + "n_pred": 29651.571111111105, + "n_ref": 30178.79333333333 + }, + "mean": { + "1": { + "Dice": 0.7823747348604995, + "FN": 8511.533333333333, + "FP": 2279.8333333333335, + "IoU": 0.7107749179397382, + "TN": 1190111.8, + "TP": 37402.96666666667, + "n_pred": 39682.8, + "n_ref": 45914.5 + }, + "10": { + "Dice": 0.7490340133120829, + "FN": 5072.166666666667, + "FP": 3127.6666666666665, + "IoU": 0.6355165858214976, + "TN": 1214774.6666666667, + "TP": 15331.633333333333, + "n_pred": 18459.3, + "n_ref": 20403.8 + }, + "11": { + "Dice": 0.49801225677002203, + "FN": 298.03333333333336, + "FP": 212.7, + "IoU": 0.40293348209919716, + "TN": 1237068.7333333334, + "TP": 726.6666666666666, + "n_pred": 939.3666666666667, + "n_ref": 1024.7 + }, + "12": { + "Dice": 0.5535878871397366, + "FN": 451.8, + "FP": 470.5, + "IoU": 0.4306014166023134, + "TN": 1236387.8333333333, + "TP": 996.0, + "n_pred": 1466.5, + "n_ref": 1447.8 + }, + "13": { + "Dice": 0.6263305011936402, + "FN": 5261.666666666667, + "FP": 5588.166666666667, + "IoU": 0.503533575684112, + "TN": 1217379.7333333334, + "TP": 10076.566666666668, + "n_pred": 15664.733333333334, + "n_ref": 15338.233333333334 + }, + "14": { + "Dice": 0.6234927158042864, + "FN": 4706.266666666666, + "FP": 8455.6, + "IoU": 0.5618324492691795, + "TN": 1200837.5666666667, + "TP": 24306.7, + "n_pred": 32762.3, + "n_ref": 29012.966666666667 + }, + "15": { + "Dice": 0.7818962514934278, + "FN": 1372.1666666666667, + "FP": 1581.8, + "IoU": 0.6961241828255207, + "TN": 1226335.4666666666, + "TP": 9016.7, + "n_pred": 10598.5, + "n_ref": 10388.866666666667 + }, + "2": { + "Dice": 0.8599426329889155, + "FN": 1717.3666666666666, + "FP": 5764.666666666667, + "IoU": 0.7974853876846677, + "TN": 1198769.4666666666, + "TP": 32054.633333333335, + "n_pred": 37819.3, + "n_ref": 33772.0 + }, + "3": { + "Dice": 0.7969242629506977, + "FN": 2667.0333333333333, + "FP": 4822.866666666667, + "IoU": 0.7497754279623569, + "TN": 1214611.9333333333, + "TP": 16204.3, + "n_pred": 21027.166666666668, + "n_ref": 18871.333333333332 + }, + "4": { + "Dice": 0.6912142418953133, + "FN": 3261.766666666667, + "FP": 705.5666666666667, + "IoU": 0.5993283845960028, + "TN": 1225705.6333333333, + "TP": 8633.166666666666, + "n_pred": 9338.733333333334, + "n_ref": 11894.933333333332 + }, + "5": { + "Dice": 0.5405986679636423, + "FN": 980.0333333333333, + "FP": 1128.1, + "IoU": 0.45080650745343426, + "TN": 1233758.7666666666, + "TP": 2439.233333333333, + "n_pred": 3567.3333333333335, + "n_ref": 3419.266666666667 + }, + "6": { + "Dice": 0.9042139860246508, + "FN": 18179.066666666666, + "FP": 15882.733333333334, + "IoU": 0.8351838508919245, + "TN": 1093778.4, + "TP": 110465.93333333333, + "n_pred": 126348.66666666667, + "n_ref": 128645.0 + }, + "7": { + "Dice": 0.7460959547471638, + "FN": 14668.833333333334, + "FP": 9243.833333333334, + "IoU": 0.6677577855358526, + "TN": 1128899.1333333333, + "TP": 85494.33333333333, + "n_pred": 94738.16666666667, + "n_ref": 100163.16666666667 + }, + "8": { + "Dice": 0.8667247420280033, + "FN": 1124.9, + "FP": 1265.2333333333333, + "IoU": 0.8047384429526127, + "TN": 1216074.7666666666, + "TP": 19841.233333333334, + "n_pred": 21106.466666666667, + "n_ref": 20966.133333333335 + }, + "9": { + "Dice": 0.8270824575883586, + "FN": 1376.6, + "FP": 1211.6333333333334, + "IoU": 0.7359559945558533, + "TN": 1225675.3, + "TP": 10042.6, + "n_pred": 11254.233333333334, + "n_ref": 11419.2 + } + }, + "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": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 525655, + "TP": 0, + "n_pred": 41, + "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": 0.8800880088008801, + "FN": 470, + "FP": 75, + "IoU": 0.7858546168958742, + "TN": 523151, + "TP": 2000, + "n_pred": 2075, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5468299711815562, + "FN": 5071, + "FP": 1219, + "IoU": 0.37630143777887953, + "TN": 515611, + "TP": 3795, + "n_pred": 5014, + "n_ref": 8866 + }, + "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": 0.8874623458432386, + "FN": 5855, + "FP": 7258, + "IoU": 0.7976919635280868, + "TN": 460879, + "TP": 51704, + "n_pred": 58962, + "n_ref": 57559 + }, + "9": { + "Dice": 0.6515880654475458, + "FN": 71, + "FP": 1377, + "IoU": 0.483226266952177, + "TN": 522894, + "TP": 1354, + "n_pred": 2731, + "n_ref": 1425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.768082224627209, + "FN": 175689, + "FP": 3246, + "IoU": 0.6234849760121202, + "TN": 1978008, + "TP": 296305, + "n_pred": 299551, + "n_ref": 471994 + }, + "10": { + "Dice": 0.5928554287085605, + "FN": 21553, + "FP": 2199, + "IoU": 0.42131806553782436, + "TN": 2412203, + "TP": 17293, + "n_pred": 19492, + "n_ref": 38846 + }, + "11": { + "Dice": 0.0, + "FN": 2, + "FP": 1, + "IoU": 0.0, + "TN": 2453245, + "TP": 0, + "n_pred": 1, + "n_ref": 2 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 2453086, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "13": { + "Dice": 0.75650162134037, + "FN": 23132, + "FP": 3075, + "IoU": 0.6083655872199889, + "TN": 2386331, + "TP": 40710, + "n_pred": 43785, + "n_ref": 63842 + }, + "14": { + "Dice": 0.9209876357849062, + "FN": 2724, + "FP": 7801, + "IoU": 0.8535468789135335, + "TN": 2381382, + "TP": 61341, + "n_pred": 69142, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8392289041806231, + "FN": 4638, + "FP": 41248, + "IoU": 0.7229925927714625, + "TN": 2287599, + "TP": 119763, + "n_pred": 161011, + "n_ref": 124401 + }, + "3": { + "Dice": 0.03501712533831525, + "FN": 40186, + "FP": 103, + "IoU": 0.017820575329107753, + "TN": 2412228, + "TP": 731, + "n_pred": 834, + "n_ref": 40917 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8747988884013456, + "FN": 1040, + "FP": 672, + "IoU": 0.7774600285974262, + "TN": 2445555, + "TP": 5981, + "n_pred": 6653, + "n_ref": 7021 + }, + "6": { + "Dice": 0.7021305468856018, + "FN": 21365, + "FP": 173990, + "IoU": 0.540987034713509, + "TN": 2027650, + "TP": 230243, + "n_pred": 404233, + "n_ref": 251608 + }, + "7": { + "Dice": 0.7749504613983673, + "FN": 36372, + "FP": 33816, + "IoU": 0.6325870399355086, + "TN": 2262215, + "TP": 120845, + "n_pred": 154661, + "n_ref": 157217 + }, + "8": { + "Dice": 0.9341515811392415, + "FN": 5354, + "FP": 3627, + "IoU": 0.876439430418931, + "TN": 2380563, + "TP": 63704, + "n_pred": 67331, + "n_ref": 69058 + }, + "9": { + "Dice": 0.8260869565217391, + "FN": 249, + "FP": 1703, + "IoU": 0.7037037037037037, + "TN": 2446660, + "TP": 4636, + "n_pred": 6339, + "n_ref": 4885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8357438016528925, + "FN": 211, + "FP": 107, + "IoU": 0.7178349600709849, + "TN": 524569, + "TP": 809, + "n_pred": 916, + "n_ref": 1020 + }, + "10": { + "Dice": 0.8042848870874348, + "FN": 1559, + "FP": 1821, + "IoU": 0.672639225181598, + "TN": 515371, + "TP": 6945, + "n_pred": 8766, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6928461264681457, + "FN": 1024, + "FP": 1565, + "IoU": 0.5300417498638591, + "TN": 520187, + "TP": 2920, + "n_pred": 4485, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6750902527075813, + "FN": 1897, + "FP": 443, + "IoU": 0.5095367847411444, + "TN": 520925, + "TP": 2431, + "n_pred": 2874, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9623007876900531, + "FN": 1544, + "FP": 514, + "IoU": 0.9273407710775314, + "TN": 497372, + "TP": 26266, + "n_pred": 26780, + "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": 0.9215686274509803, + "FN": 14, + "FP": 2, + "IoU": 0.8545454545454545, + "TN": 525586, + "TP": 94, + "n_pred": 96, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9058859784283513, + "FN": 5249, + "FP": 5440, + "IoU": 0.8279630464173051, + "TN": 463564, + "TP": 51443, + "n_pred": 56883, + "n_ref": 56692 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.22535211267605634, + "FN": 714, + "FP": 1, + "IoU": 0.12698412698412698, + "TN": 524877, + "TP": 104, + "n_pred": 105, + "n_ref": 818 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.876423402703764, + "FN": 869, + "FP": 1334, + "IoU": 0.7800299550673989, + "TN": 515681, + "TP": 7812, + "n_pred": 9146, + "n_ref": 8681 + }, + "14": { + "Dice": 0.9248154235253042, + "FN": 4791, + "FP": 4038, + "IoU": 0.8601457310312054, + "TN": 462566, + "TP": 54301, + "n_pred": 58339, + "n_ref": 59092 + }, + "15": { + "Dice": 0.9024977328959595, + "FN": 6228, + "FP": 2481, + "IoU": 0.8223196980516169, + "TN": 476681, + "TP": 40306, + "n_pred": 42787, + "n_ref": 46534 + }, + "2": { + "Dice": 0.9520793346129238, + "FN": 5974, + "FP": 4512, + "IoU": 0.908541424995421, + "TN": 411043, + "TP": 104167, + "n_pred": 108679, + "n_ref": 110141 + }, + "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": 0.9457788347205708, + "FN": 255, + "FP": 201, + "IoU": 0.8971351229415746, + "TN": 521263, + "TP": 3977, + "n_pred": 4178, + "n_ref": 4232 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383951682484901, + "FN": 1035, + "FP": 750, + "IoU": 0.8839401820546163, + "TN": 1386476, + "TP": 13595, + "n_pred": 14345, + "n_ref": 14630 + }, + "10": { + "Dice": 0.6713512163558139, + "FN": 20220, + "FP": 8731, + "IoU": 0.5052886997829839, + "TN": 1343335, + "TP": 29570, + "n_pred": 38301, + "n_ref": 49790 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1401813, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "12": { + "Dice": 0.46153846153846156, + "FN": 1186, + "FP": 3322, + "IoU": 0.3, + "TN": 1395416, + "TP": 1932, + "n_pred": 5254, + "n_ref": 3118 + }, + "13": { + "Dice": 0.3497937771796693, + "FN": 3221, + "FP": 48960, + "IoU": 0.21196973586843257, + "TN": 1335639, + "TP": 14036, + "n_pred": 62996, + "n_ref": 17257 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1401822, + "TP": 0, + "n_pred": 34, + "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": 0.9372994774956458, + "FN": 744, + "FP": 1992, + "IoU": 0.8819977572673164, + "TN": 1378670, + "TP": 20450, + "n_pred": 22442, + "n_ref": 21194 + }, + "4": { + "Dice": 0.9041207670338637, + "FN": 757, + "FP": 1358, + "IoU": 0.8250186150409531, + "TN": 1389769, + "TP": 9972, + "n_pred": 11330, + "n_ref": 10729 + }, + "5": { + "Dice": 0.6594461089966799, + "FN": 7101, + "FP": 9721, + "IoU": 0.4919206258117128, + "TN": 1368747, + "TP": 16287, + "n_pred": 26008, + "n_ref": 23388 + }, + "6": { + "Dice": 0.9704073813730519, + "FN": 3722, + "FP": 951, + "IoU": 0.9425158687201692, + "TN": 1320564, + "TP": 76619, + "n_pred": 77570, + "n_ref": 80341 + }, + "7": { + "Dice": 0.0, + "FN": 11151, + "FP": 15782, + "IoU": 0.0, + "TN": 1374923, + "TP": 0, + "n_pred": 15782, + "n_ref": 11151 + }, + "8": { + "Dice": 0.9498743795575709, + "FN": 4127, + "FP": 2417, + "IoU": 0.9045340491334539, + "TN": 1333308, + "TP": 62004, + "n_pred": 64421, + "n_ref": 66131 + }, + "9": { + "Dice": 0.8100928003881847, + "FN": 3339, + "FP": 2923, + "IoU": 0.6808033438678764, + "TN": 1382238, + "TP": 13356, + "n_pred": 16279, + "n_ref": 16695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9386285199819937, + "FN": 916, + "FP": 311, + "IoU": 0.8843543826578699, + "TN": 1566478, + "TP": 9383, + "n_pred": 9694, + "n_ref": 10299 + }, + "10": { + "Dice": 0.8288339222614841, + "FN": 3661, + "FP": 3605, + "IoU": 0.707699734491914, + "TN": 1552230, + "TP": 17592, + "n_pred": 21197, + "n_ref": 21253 + }, + "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": 0.49782954267547075, + "FN": 4428, + "FP": 28426, + "IoU": 0.3314068255357252, + "TN": 1527949, + "TP": 16285, + "n_pred": 44711, + "n_ref": 20713 + }, + "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": 0.9471258098710804, + "FN": 3563, + "FP": 8458, + "IoU": 0.8995621877245459, + "TN": 1457402, + "TP": 107665, + "n_pred": 116123, + "n_ref": 111228 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1577069, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9051195164392344, + "FN": 1176, + "FP": 896, + "IoU": 0.8266833960685905, + "TN": 1565133, + "TP": 9883, + "n_pred": 10779, + "n_ref": 11059 + }, + "6": { + "Dice": 0.9564127308330133, + "FN": 7325, + "FP": 15936, + "IoU": 0.9164664605351519, + "TN": 1298625, + "TP": 255202, + "n_pred": 271138, + "n_ref": 262527 + }, + "7": { + "Dice": 0.9182963022694598, + "FN": 72074, + "FP": 11010, + "IoU": 0.8489351605213923, + "TN": 1027099, + "TP": 466905, + "n_pred": 477915, + "n_ref": 538979 + }, + "8": { + "Dice": 0.5856209150326798, + "FN": 300, + "FP": 17, + "IoU": 0.41404805914972276, + "TN": 1576547, + "TP": 224, + "n_pred": 241, + "n_ref": 524 + }, + "9": { + "Dice": 0.7735551814925116, + "FN": 15016, + "FP": 5970, + "IoU": 0.6307297073780155, + "TN": 1520257, + "TP": 35845, + "n_pred": 41815, + "n_ref": 50861 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7975350362786999, + "FN": 1252, + "FP": 785, + "IoU": 0.663250123987436, + "TN": 1395807, + "TP": 4012, + "n_pred": 4797, + "n_ref": 5264 + }, + "10": { + "Dice": 0.7862320677244385, + "FN": 4561, + "FP": 8090, + "IoU": 0.6477614433678583, + "TN": 1365940, + "TP": 23265, + "n_pred": 31355, + "n_ref": 27826 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 1401556, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "12": { + "Dice": 0.6529842931937173, + "FN": 2305, + "FP": 1009, + "IoU": 0.4847636815920398, + "TN": 1395424, + "TP": 3118, + "n_pred": 4127, + "n_ref": 5423 + }, + "13": { + "Dice": 0.2662883520020327, + "FN": 23807, + "FP": 10844, + "IoU": 0.15359437211460955, + "TN": 1360917, + "TP": 6288, + "n_pred": 17132, + "n_ref": 30095 + }, + "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": 111, + "IoU": 0.0, + "TN": 1401745, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "3": { + "Dice": 0.9051213411155483, + "FN": 1535, + "FP": 2789, + "IoU": 0.8266864403382901, + "TN": 1376907, + "TP": 20625, + "n_pred": 23414, + "n_ref": 22160 + }, + "4": { + "Dice": 0.8728773173708374, + "FN": 3940, + "FP": 6997, + "IoU": 0.774429732293858, + "TN": 1353370, + "TP": 37549, + "n_pred": 44546, + "n_ref": 41489 + }, + "5": { + "Dice": 0.0, + "FN": 486, + "FP": 0, + "IoU": 0.0, + "TN": 1401370, + "TP": 0, + "n_pred": 0, + "n_ref": 486 + }, + "6": { + "Dice": 0.9238853648708714, + "FN": 8114, + "FP": 10209, + "IoU": 0.8585380541358492, + "TN": 1272330, + "TP": 111203, + "n_pred": 121412, + "n_ref": 119317 + }, + "7": { + "Dice": 0.8129452789333115, + "FN": 174305, + "FP": 44769, + "IoU": 0.6848422945513397, + "TN": 706731, + "TP": 476051, + "n_pred": 520820, + "n_ref": 650356 + }, + "8": { + "Dice": 0.9180727436273158, + "FN": 2731, + "FP": 2916, + "IoU": 0.848553115026685, + "TN": 1364569, + "TP": 31640, + "n_pred": 34556, + "n_ref": 34371 + }, + "9": { + "Dice": 0.02729044834307992, + "FN": 998, + "FP": 0, + "IoU": 0.01383399209486166, + "TN": 1400844, + "TP": 14, + "n_pred": 14, + "n_ref": 1012 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5823055277340583, + "FN": 4160, + "FP": 39629, + "IoU": 0.41074119926795133, + "TN": 2028472, + "TP": 30523, + "n_pred": 70152, + "n_ref": 34683 + }, + "10": { + "Dice": 0.8115409613699947, + "FN": 3457, + "FP": 9881, + "IoU": 0.682851436180331, + "TN": 2060728, + "TP": 28718, + "n_pred": 38599, + "n_ref": 32175 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7843137254901961, + "FN": 25, + "FP": 206, + "IoU": 0.6451612903225806, + "TN": 2102133, + "TP": 420, + "n_pred": 626, + "n_ref": 445 + }, + "13": { + "Dice": 0.8345470134324092, + "FN": 10590, + "FP": 3883, + "IoU": 0.7160709381253187, + "TN": 2051810, + "TP": 36501, + "n_pred": 40384, + "n_ref": 47091 + }, + "14": { + "Dice": 0.697623071471406, + "FN": 21171, + "FP": 1015, + "IoU": 0.5356537390903954, + "TN": 2055005, + "TP": 25593, + "n_pred": 26608, + "n_ref": 46764 + }, + "15": { + "Dice": 0.6991213046392136, + "FN": 9889, + "FP": 22435, + "IoU": 0.5374223646927502, + "TN": 2032906, + "TP": 37554, + "n_pred": 59989, + "n_ref": 47443 + }, + "2": { + "Dice": 0.8684116170670492, + "FN": 117, + "FP": 250, + "IoU": 0.7674271229404309, + "TN": 2101206, + "TP": 1211, + "n_pred": 1461, + "n_ref": 1328 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6117602713908783, + "FN": 729, + "FP": 1331, + "IoU": 0.4406733641053489, + "TN": 2099101, + "TP": 1623, + "n_pred": 2954, + "n_ref": 2352 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.946354798523126, + "FN": 71037, + "FP": 14483, + "IoU": 0.898172171426054, + "TN": 1262935, + "TP": 754329, + "n_pred": 768812, + "n_ref": 825366 + }, + "7": { + "Dice": 0.9360542740841248, + "FN": 4063, + "FP": 1828, + "IoU": 0.8797951354880835, + "TN": 2053776, + "TP": 43117, + "n_pred": 44945, + "n_ref": 47180 + }, + "8": { + "Dice": 0.4716981132075472, + "FN": 0, + "FP": 112, + "IoU": 0.30864197530864196, + "TN": 2102622, + "TP": 50, + "n_pred": 162, + "n_ref": 50 + }, + "9": { + "Dice": 0.9405331855062239, + "FN": 617, + "FP": 1743, + "IoU": 0.8877419968605813, + "TN": 2081761, + "TP": 18663, + "n_pred": 20406, + "n_ref": 19280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.870489910375543, + "FN": 5974, + "FP": 5803, + "IoU": 0.7706791806215437, + "TN": 474340, + "TP": 39579, + "n_pred": 45382, + "n_ref": 45553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7860889395667047, + "FN": 4049, + "FP": 10959, + "IoU": 0.6475671613751643, + "TN": 483112, + "TP": 27576, + "n_pred": 38535, + "n_ref": 31625 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7849993048797442, + "FN": 1968, + "FP": 47520, + "IoU": 0.6460895932261571, + "TN": 385864, + "TP": 90344, + "n_pred": 137864, + "n_ref": 92312 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 525435, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532569075903228, + "FN": 1480, + "FP": 995, + "IoU": 0.9106885103926097, + "TN": 497984, + "TP": 25237, + "n_pred": 26232, + "n_ref": 26717 + }, + "7": { + "Dice": 0.9529257677299139, + "FN": 8116, + "FP": 2343, + "IoU": 0.910084250343879, + "TN": 409376, + "TP": 105861, + "n_pred": 108204, + "n_ref": 113977 + }, + "8": { + "Dice": 0.8834399431414357, + "FN": 257, + "FP": 71, + "IoU": 0.7912157861234882, + "TN": 524125, + "TP": 1243, + "n_pred": 1314, + "n_ref": 1500 + }, + "9": { + "Dice": 0.9044223715121791, + "FN": 1393, + "FP": 926, + "IoU": 0.8255210292679257, + "TN": 512405, + "TP": 10972, + "n_pred": 11898, + "n_ref": 12365 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9085694460506534, + "FN": 4979, + "FP": 2927, + "IoU": 0.8324574044248538, + "TN": 1004204, + "TP": 39282, + "n_pred": 42209, + "n_ref": 44261 + }, + "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": 0.8349157370045098, + "FN": 358, + "FP": 2424, + "IoU": 0.716614036874809, + "TN": 1041575, + "TP": 7035, + "n_pred": 9459, + "n_ref": 7393 + }, + "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": 0.9752815658855928, + "FN": 3129, + "FP": 1368, + "IoU": 0.9517556563998584, + "TN": 958179, + "TP": 88716, + "n_pred": 90084, + "n_ref": 91845 + }, + "3": { + "Dice": 0.9697730276861991, + "FN": 2532, + "FP": 3345, + "IoU": 0.9413197807354747, + "TN": 951239, + "TP": 94276, + "n_pred": 97621, + "n_ref": 96808 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9173794047211768, + "FN": 249, + "FP": 717, + "IoU": 0.8473692526465476, + "TN": 1045063, + "TP": 5363, + "n_pred": 6080, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9564386317907445, + "FN": 598, + "FP": 268, + "IoU": 0.9165140268003471, + "TN": 1041019, + "TP": 9507, + "n_pred": 9775, + "n_ref": 10105 + }, + "7": { + "Dice": 0.9946190151539536, + "FN": 1628, + "FP": 211, + "IoU": 0.9892956303587331, + "TN": 879593, + "TP": 169960, + "n_pred": 170171, + "n_ref": 171588 + }, + "8": { + "Dice": 0.981960187152313, + "FN": 673, + "FP": 796, + "IoU": 0.9645597104945718, + "TN": 1009942, + "TP": 39981, + "n_pred": 40777, + "n_ref": 40654 + }, + "9": { + "Dice": 0.9545108005082592, + "FN": 297, + "FP": 61, + "IoU": 0.912980068060282, + "TN": 1047278, + "TP": 3756, + "n_pred": 3817, + "n_ref": 4053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500860585197934, + "FN": 207, + "FP": 54, + "IoU": 0.9049180327868852, + "TN": 1223879, + "TP": 2484, + "n_pred": 2538, + "n_ref": 2691 + }, + "10": { + "Dice": 0.8953311983819315, + "FN": 1592, + "FP": 892, + "IoU": 0.8104974061641745, + "TN": 1213516, + "TP": 10624, + "n_pred": 11516, + "n_ref": 12216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6894297755224907, + "FN": 2314, + "FP": 1297, + "IoU": 0.5260532878330489, + "TN": 1219005, + "TP": 4008, + "n_pred": 5305, + "n_ref": 6322 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 1226266, + "TP": 0, + "n_pred": 358, + "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": 0.9656373501239199, + "FN": 328, + "FP": 1211, + "IoU": 0.9335578292967233, + "TN": 1203461, + "TP": 21624, + "n_pred": 22835, + "n_ref": 21952 + }, + "4": { + "Dice": 0.9069686196337929, + "FN": 1230, + "FP": 3297, + "IoU": 0.8297736331503347, + "TN": 1200030, + "TP": 22067, + "n_pred": 25364, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9406675372946909, + "FN": 7125, + "FP": 2325, + "IoU": 0.8879814132122663, + "TN": 1142263, + "TP": 74911, + "n_pred": 77236, + "n_ref": 82036 + }, + "7": { + "Dice": 0.47051775780915706, + "FN": 111, + "FP": 6076, + "IoU": 0.3076320501342883, + "TN": 1217688, + "TP": 2749, + "n_pred": 8825, + "n_ref": 2860 + }, + "8": { + "Dice": 0.9549727107337781, + "FN": 257, + "FP": 337, + "IoU": 0.9138256201944002, + "TN": 1219731, + "TP": 6299, + "n_pred": 6636, + "n_ref": 6556 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7964148527528809, + "FN": 23, + "FP": 136, + "IoU": 0.6617021276595745, + "TN": 525226, + "TP": 311, + "n_pred": 447, + "n_ref": 334 + }, + "10": { + "Dice": 0.8644088669950739, + "FN": 798, + "FP": 1404, + "IoU": 0.761197267107689, + "TN": 516475, + "TP": 7019, + "n_pred": 8423, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7404823297436676, + "FN": 1468, + "FP": 243, + "IoU": 0.5879094412331407, + "TN": 521544, + "TP": 2441, + "n_pred": 2684, + "n_ref": 3909 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.1261214039473419, + "FN": 15910, + "FP": 70784, + "IoU": 0.06730500268961807, + "TN": 432746, + "TP": 6256, + "n_pred": 77040, + "n_ref": 22166 + }, + "15": { + "Dice": 0.9383122049541187, + "FN": 103, + "FP": 2223, + "IoU": 0.883792965627498, + "TN": 505680, + "TP": 17690, + "n_pred": 19913, + "n_ref": 17793 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9621120515921, + "FN": 447, + "FP": 493, + "IoU": 0.926990291262136, + "TN": 512821, + "TP": 11935, + "n_pred": 12428, + "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": 0.9433027977222085, + "FN": 116, + "FP": 113, + "IoU": 0.8926897844423618, + "TN": 523562, + "TP": 1905, + "n_pred": 2018, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9369770253929867, + "FN": 1177, + "FP": 126, + "IoU": 0.8814268814268814, + "TN": 514707, + "TP": 9686, + "n_pred": 9812, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9680426657707975, + "FN": 222, + "FP": 539, + "IoU": 0.9380646211442989, + "TN": 513409, + "TP": 11526, + "n_pred": 12065, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7446918694976696, + "FN": 275, + "FP": 218, + "IoU": 0.5932343234323433, + "TN": 524484, + "TP": 719, + "n_pred": 937, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786944916282456, + "FN": 258, + "FP": 181, + "IoU": 0.958277893936514, + "TN": 3844582, + "TP": 10083, + "n_pred": 10264, + "n_ref": 10341 + }, + "10": { + "Dice": 0.7078429717180245, + "FN": 3146, + "FP": 14157, + "IoU": 0.5477994982228727, + "TN": 3816840, + "TP": 20961, + "n_pred": 35118, + "n_ref": 24107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7880985389783512, + "FN": 996, + "FP": 991, + "IoU": 0.6502991904259063, + "TN": 3849422, + "TP": 3695, + "n_pred": 4686, + "n_ref": 4691 + }, + "13": { + "Dice": 0.22125762552792116, + "FN": 2903, + "FP": 10373, + "IoU": 0.1243899221738557, + "TN": 3839942, + "TP": 1886, + "n_pred": 12259, + "n_ref": 4789 + }, + "14": { + "Dice": 0.13270460640712034, + "FN": 7100, + "FP": 140041, + "IoU": 0.07106781651283475, + "TN": 3696706, + "TP": 11257, + "n_pred": 151298, + "n_ref": 18357 + }, + "15": { + "Dice": 0.8716053823389958, + "FN": 272, + "FP": 7581, + "IoU": 0.7724295815463081, + "TN": 3820596, + "TP": 26655, + "n_pred": 34236, + "n_ref": 26927 + }, + "2": { + "Dice": 0.9849090055796006, + "FN": 1661, + "FP": 1233, + "IoU": 0.9702667159824108, + "TN": 3757772, + "TP": 94438, + "n_pred": 95671, + "n_ref": 96099 + }, + "3": { + "Dice": 0.9819880190882323, + "FN": 384, + "FP": 503, + "IoU": 0.964613420569696, + "TN": 3830038, + "TP": 24179, + "n_pred": 24682, + "n_ref": 24563 + }, + "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": 0.9755411919585854, + "FN": 1342, + "FP": 1129, + "IoU": 0.9522502850296624, + "TN": 3803355, + "TP": 49278, + "n_pred": 50407, + "n_ref": 50620 + }, + "7": { + "Dice": 0.8191340610818104, + "FN": 24859, + "FP": 41498, + "IoU": 0.6936723586355893, + "TN": 3638483, + "TP": 150264, + "n_pred": 191762, + "n_ref": 175123 + }, + "8": { + "Dice": 0.8728752693320565, + "FN": 48, + "FP": 483, + "IoU": 0.7744265080713679, + "TN": 3852750, + "TP": 1823, + "n_pred": 2306, + "n_ref": 1871 + }, + "9": { + "Dice": 0.8640502354788069, + "FN": 109, + "FP": 324, + "IoU": 0.7606412382531785, + "TN": 3853295, + "TP": 1376, + "n_pred": 1700, + "n_ref": 1485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8401806840180684, + "FN": 244, + "FP": 1242, + "IoU": 0.724406528189911, + "TN": 870768, + "TP": 3906, + "n_pred": 5148, + "n_ref": 4150 + }, + "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": 0.99214572056074, + "FN": 1785, + "FP": 139, + "IoU": 0.9844138590280535, + "TN": 752717, + "TP": 121519, + "n_pred": 121658, + "n_ref": 123304 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9528093775682339, + "FN": 452, + "FP": 639, + "IoU": 0.9098719537381248, + "TN": 864055, + "TP": 11014, + "n_pred": 11653, + "n_ref": 11466 + }, + "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": 0.9900169756382727, + "FN": 4448, + "FP": 880, + "IoU": 0.9802313026636539, + "TN": 606643, + "TP": 264189, + "n_pred": 265069, + "n_ref": 268637 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9832876796651381, + "FN": 316, + "FP": 227, + "IoU": 0.9671247805291517, + "TN": 859643, + "TP": 15974, + "n_pred": 16201, + "n_ref": 16290 + }, + "9": { + "Dice": 0.9581942736694186, + "FN": 297, + "FP": 655, + "IoU": 0.9197437194402293, + "TN": 864298, + "TP": 10910, + "n_pred": 11565, + "n_ref": 11207 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8794609326380395, + "FN": 6486, + "FP": 4748, + "IoU": 0.7848552167917879, + "TN": 473480, + "TP": 40982, + "n_pred": 45730, + "n_ref": 47468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5090163233911631, + "FN": 94, + "FP": 5651, + "IoU": 0.3413963086094234, + "TN": 516973, + "TP": 2978, + "n_pred": 8629, + "n_ref": 3072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8278529980657641, + "FN": 69, + "FP": 821, + "IoU": 0.7062706270627063, + "TN": 522666, + "TP": 2140, + "n_pred": 2961, + "n_ref": 2209 + }, + "7": { + "Dice": 0.9114834491213731, + "FN": 2868, + "FP": 381, + "IoU": 0.8373629674125244, + "TN": 505719, + "TP": 16728, + "n_pred": 17109, + "n_ref": 19596 + }, + "8": { + "Dice": 0.9495275409080434, + "FN": 138, + "FP": 81, + "IoU": 0.903905221588416, + "TN": 523417, + "TP": 2060, + "n_pred": 2141, + "n_ref": 2198 + }, + "9": { + "Dice": 0.7043701799485861, + "FN": 416, + "FP": 389, + "IoU": 0.5436507936507936, + "TN": 523932, + "TP": 959, + "n_pred": 1348, + "n_ref": 1375 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614172693297093, + "FN": 19222, + "FP": 651, + "IoU": 0.9257011896483397, + "TN": 783918, + "TP": 247601, + "n_pred": 248252, + "n_ref": 266823 + }, + "10": { + "Dice": 0.8741534864226943, + "FN": 3035, + "FP": 2670, + "IoU": 0.7764410831145421, + "TN": 1025873, + "TP": 19814, + "n_pred": 22484, + "n_ref": 22849 + }, + "11": { + "Dice": 0.7822236280246718, + "FN": 1084, + "FP": 293, + "IoU": 0.6423376623376623, + "TN": 1047542, + "TP": 2473, + "n_pred": 2766, + "n_ref": 3557 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.24761574475463846, + "FN": 4208, + "FP": 131, + "IoU": 0.1413021967148229, + "TN": 1046339, + "TP": 714, + "n_pred": 845, + "n_ref": 4922 + }, + "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": 0.9390584583548888, + "FN": 1065, + "FP": 113, + "IoU": 0.8851180027306417, + "TN": 1041138, + "TP": 9076, + "n_pred": 9189, + "n_ref": 10141 + }, + "3": { + "Dice": 0.9540918163672655, + "FN": 25, + "FP": 44, + "IoU": 0.9122137404580153, + "TN": 1050606, + "TP": 717, + "n_pred": 761, + "n_ref": 742 + }, + "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": 0.9362658968642137, + "FN": 1564, + "FP": 21905, + "IoU": 0.8801691081485415, + "TN": 855541, + "TP": 172382, + "n_pred": 194287, + "n_ref": 173946 + }, + "7": { + "Dice": 0.9845739724609173, + "FN": 553, + "FP": 341, + "IoU": 0.9696166394779772, + "TN": 1021968, + "TP": 28530, + "n_pred": 28871, + "n_ref": 29083 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9525474525474525, + "FN": 1085, + "FP": 625, + "IoU": 0.9093943729136862, + "TN": 1032519, + "TP": 17163, + "n_pred": 17788, + "n_ref": 18248 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354342281128689, + "FN": 39635, + "FP": 8865, + "IoU": 0.8787002671095149, + "TN": 1002020, + "TP": 351336, + "n_pred": 360201, + "n_ref": 390971 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7767723548272176, + "FN": 2298, + "FP": 835, + "IoU": 0.6350186393289842, + "TN": 1393272, + "TP": 5451, + "n_pred": 6286, + "n_ref": 7749 + }, + "12": { + "Dice": 0.703202846975089, + "FN": 417, + "FP": 0, + "IoU": 0.5422612513721186, + "TN": 1400945, + "TP": 494, + "n_pred": 494, + "n_ref": 911 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.993309315491508, + "FN": 790, + "FP": 783, + "IoU": 0.9867075664621677, + "TN": 1283518, + "TP": 116765, + "n_pred": 117548, + "n_ref": 117555 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9187000589907224, + "FN": 816, + "FP": 2216, + "IoU": 0.8496255517532113, + "TN": 1381693, + "TP": 17131, + "n_pred": 19347, + "n_ref": 17947 + }, + "3": { + "Dice": 0.9694936521352701, + "FN": 3689, + "FP": 3313, + "IoU": 0.9407934789961442, + "TN": 1283592, + "TP": 111262, + "n_pred": 114575, + "n_ref": 114951 + }, + "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": 0.8132067241552864, + "FN": 1756, + "FP": 37213, + "IoU": 0.6852134577325417, + "TN": 1278061, + "TP": 84826, + "n_pred": 122039, + "n_ref": 86582 + }, + "7": { + "Dice": 0.7093872962338392, + "FN": 30, + "FP": 487, + "IoU": 0.5496515679442509, + "TN": 1400708, + "TP": 631, + "n_pred": 1118, + "n_ref": 661 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9640385706182644, + "FN": 133, + "FP": 184, + "IoU": 0.9305738063950941, + "TN": 1397290, + "TP": 4249, + "n_pred": 4433, + "n_ref": 4382 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.8990103560707258, + "FN": 4492, + "FP": 2539, + "IoU": 0.8165475134373532, + "TN": 487370, + "TP": 31295, + "n_pred": 33834, + "n_ref": 35787 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8546402502606882, + "FN": 3926, + "FP": 4438, + "IoU": 0.7461762563729061, + "TN": 492744, + "TP": 24588, + "n_pred": 29026, + "n_ref": 28514 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9484812888068468, + "FN": 126, + "FP": 181, + "IoU": 0.9020108522183211, + "TN": 522563, + "TP": 2826, + "n_pred": 3007, + "n_ref": 2952 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9040394462355396, + "FN": 612, + "FP": 1412, + "IoU": 0.8248831977850839, + "TN": 514138, + "TP": 9534, + "n_pred": 10946, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 525434, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.9030644152595372, + "FN": 348, + "FP": 737, + "IoU": 0.8232611174458381, + "TN": 519557, + "TP": 5054, + "n_pred": 5791, + "n_ref": 5402 + }, + "7": { + "Dice": 0.934874541866366, + "FN": 826, + "FP": 1022, + "IoU": 0.8777130757014293, + "TN": 510584, + "TP": 13264, + "n_pred": 14286, + "n_ref": 14090 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "9": { + "Dice": 0.9236526638290873, + "FN": 2014, + "FP": 1699, + "IoU": 0.858136247277729, + "TN": 499523, + "TP": 22460, + "n_pred": 24159, + "n_ref": 24474 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8333333333333334, + "FN": 11, + "FP": 13, + "IoU": 0.7142857142857143, + "TN": 1226540, + "TP": 60, + "n_pred": 73, + "n_ref": 71 + }, + "10": { + "Dice": 0.8095794986525652, + "FN": 2088, + "FP": 5402, + "IoU": 0.680078592174953, + "TN": 1203212, + "TP": 15922, + "n_pred": 21324, + "n_ref": 18010 + }, + "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": 0.6464668927558792, + "FN": 10882, + "FP": 1836, + "IoU": 0.4776143925080095, + "TN": 1202278, + "TP": 11628, + "n_pred": 13464, + "n_ref": 22510 + }, + "14": { + "Dice": 0.883794115783471, + "FN": 7072, + "FP": 3932, + "IoU": 0.7917841397188216, + "TN": 1173775, + "TP": 41845, + "n_pred": 45777, + "n_ref": 48917 + }, + "15": { + "Dice": 0.9092583896254018, + "FN": 802, + "FP": 4222, + "IoU": 0.8336148368935254, + "TN": 1196429, + "TP": 25171, + "n_pred": 29393, + "n_ref": 25973 + }, + "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": 0.9491807542262679, + "FN": 5962, + "FP": 2831, + "IoU": 0.9032769032769032, + "TN": 1135715, + "TP": 82116, + "n_pred": 84947, + "n_ref": 88078 + }, + "5": { + "Dice": 0.060761056483971954, + "FN": 4188, + "FP": 17113, + "IoU": 0.03133242382901319, + "TN": 1204634, + "TP": 689, + "n_pred": 17802, + "n_ref": 4877 + }, + "6": { + "Dice": 0.9058637868614042, + "FN": 4130, + "FP": 11081, + "IoU": 0.8279259711758185, + "TN": 1138226, + "TP": 73187, + "n_pred": 84268, + "n_ref": 77317 + }, + "7": { + "Dice": 0.0009614614213604679, + "FN": 124, + "FP": 24814, + "IoU": 0.0004809619238476954, + "TN": 1201674, + "TP": 12, + "n_pred": 24826, + "n_ref": 136 + }, + "8": { + "Dice": 0.9690284701836057, + "FN": 643, + "FP": 1140, + "IoU": 0.9399177786763715, + "TN": 1196948, + "TP": 27893, + "n_pred": 29033, + "n_ref": 28536 + }, + "9": { + "Dice": 0.8766250449617183, + "FN": 1270, + "FP": 1131, + "IoU": 0.7803494648248102, + "TN": 1215693, + "TP": 8530, + "n_pred": 9661, + "n_ref": 9800 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8689693749125996, + "FN": 280, + "FP": 657, + "IoU": 0.7682987141444114, + "TN": 521652, + "TP": 3107, + "n_pred": 3764, + "n_ref": 3387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8006172645104399, + "FN": 3245, + "FP": 9417, + "IoU": 0.6675244197038126, + "TN": 487612, + "TP": 25422, + "n_pred": 34839, + "n_ref": 28667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9636120988138235, + "FN": 2318, + "FP": 1581, + "IoU": 0.929779378658262, + "TN": 470171, + "TP": 51626, + "n_pred": 53207, + "n_ref": 53944 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9389425477753554, + "FN": 4435, + "FP": 578, + "IoU": 0.8849120712613068, + "TN": 482138, + "TP": 38545, + "n_pred": 39123, + "n_ref": 42980 + }, + "7": { + "Dice": 0.47843137254901963, + "FN": 1853, + "FP": 9, + "IoU": 0.31443298969072164, + "TN": 522980, + "TP": 854, + "n_pred": 863, + "n_ref": 2707 + }, + "8": { + "Dice": 0.8575581395348837, + "FN": 58, + "FP": 40, + "IoU": 0.7506361323155216, + "TN": 525303, + "TP": 295, + "n_pred": 335, + "n_ref": 353 + }, + "9": { + "Dice": 0.928233534144665, + "FN": 724, + "FP": 1051, + "IoU": 0.8660781650822393, + "TN": 512442, + "TP": 11479, + "n_pred": 12530, + "n_ref": 12203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745398773006135, + "FN": 132, + "FP": 34, + "IoU": 0.9503440023930602, + "TN": 1048049, + "TP": 3177, + "n_pred": 3211, + "n_ref": 3309 + }, + "10": { + "Dice": 0.8513368983957219, + "FN": 716, + "FP": 674, + "IoU": 0.7411545623836127, + "TN": 1046022, + "TP": 3980, + "n_pred": 4654, + "n_ref": 4696 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8292154739639729, + "FN": 1188, + "FP": 547, + "IoU": 0.7082562636623507, + "TN": 1045445, + "TP": 4212, + "n_pred": 4759, + "n_ref": 5400 + }, + "13": { + "Dice": 0.8494117647058823, + "FN": 81, + "FP": 47, + "IoU": 0.7382413087934561, + "TN": 1050903, + "TP": 361, + "n_pred": 408, + "n_ref": 442 + }, + "14": { + "Dice": 0.9797224386402743, + "FN": 2680, + "FP": 2187, + "IoU": 0.960250892251905, + "TN": 928949, + "TP": 117576, + "n_pred": 119763, + "n_ref": 120256 + }, + "15": { + "Dice": 0.915109239273493, + "FN": 945, + "FP": 345, + "IoU": 0.8435035787941284, + "TN": 1043149, + "TP": 6953, + "n_pred": 7298, + "n_ref": 7898 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9763236899563319, + "FN": 380, + "FP": 314, + "IoU": 0.9537425848163701, + "TN": 1036389, + "TP": 14309, + "n_pred": 14623, + "n_ref": 14689 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6767676767676768, + "FN": 2, + "FP": 62, + "IoU": 0.5114503816793893, + "TN": 1051261, + "TP": 67, + "n_pred": 129, + "n_ref": 69 + }, + "6": { + "Dice": 0.8787220729507895, + "FN": 186, + "FP": 3109, + "IoU": 0.7836790966386554, + "TN": 1036160, + "TP": 11937, + "n_pred": 15046, + "n_ref": 12123 + }, + "7": { + "Dice": 0.5500421886155643, + "FN": 557, + "FP": 27173, + "IoU": 0.3793504778531301, + "TN": 1006713, + "TP": 16949, + "n_pred": 44122, + "n_ref": 17506 + }, + "8": { + "Dice": 0.9674465454878439, + "FN": 170, + "FP": 541, + "IoU": 0.9369457254345512, + "TN": 1040116, + "TP": 10565, + "n_pred": 11106, + "n_ref": 10735 + }, + "9": { + "Dice": 0.8907717724805286, + "FN": 2682, + "FP": 1946, + "IoU": 0.8030554491680497, + "TN": 1027893, + "TP": 18871, + "n_pred": 20817, + "n_ref": 21553 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.91014354825918, + "FN": 548, + "FP": 585, + "IoU": 0.8351040605443167, + "TN": 694057, + "TP": 5738, + "n_pred": 6323, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8236726000304275, + "FN": 575, + "FP": 584, + "IoU": 0.7002069322296948, + "TN": 697062, + "TP": 2707, + "n_pred": 3291, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9623724489795918, + "FN": 90, + "FP": 146, + "IoU": 0.9274738783036263, + "TN": 697674, + "TP": 3018, + "n_pred": 3164, + "n_ref": 3108 + }, + "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": 0.9754106937323428, + "FN": 66, + "FP": 169, + "IoU": 0.952001633986928, + "TN": 696032, + "TP": 4661, + "n_pred": 4830, + "n_ref": 4727 + }, + "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": 0.9685037672133834, + "FN": 4659, + "FP": 2644, + "IoU": 0.9389309785426387, + "TN": 581342, + "TP": 112283, + "n_pred": 114927, + "n_ref": 116942 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9009009009009009, + "FN": 7, + "FP": 15, + "IoU": 0.819672131147541, + "TN": 700806, + "TP": 100, + "n_pred": 115, + "n_ref": 107 + }, + "9": { + "Dice": 0.8819770263711374, + "FN": 855, + "FP": 2063, + "IoU": 0.7888720063671225, + "TN": 687107, + "TP": 10903, + "n_pred": 12966, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7467297317271451, + "FN": 5789, + "FP": 1065, + "IoU": 0.5958249793607737, + "TN": 508738, + "TP": 10104, + "n_pred": 11169, + "n_ref": 15893 + }, + "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": 0.9600940175858925, + "FN": 4269, + "FP": 8906, + "IoU": 0.9232507878809062, + "TN": 354033, + "TP": 158488, + "n_pred": 167394, + "n_ref": 162757 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "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": 0.9386469404759485, + "FN": 19294, + "FP": 1839, + "IoU": 0.8843870868915865, + "TN": 2796153, + "TP": 161658, + "n_pred": 163497, + "n_ref": 180952 + }, + "15": { + "Dice": 0.9044822778927802, + "FN": 1894, + "FP": 367, + "IoU": 0.82562085454265, + "TN": 2965978, + "TP": 10705, + "n_pred": 11072, + "n_ref": 12599 + }, + "2": { + "Dice": 0.9714148720198321, + "FN": 2590, + "FP": 3014, + "IoU": 0.9444185469873543, + "TN": 2878119, + "TP": 95221, + "n_pred": 98235, + "n_ref": 97811 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5209798690274072, + "FN": 775, + "FP": 1200, + "IoU": 0.35224663824204655, + "TN": 2975895, + "TP": 1074, + "n_pred": 2274, + "n_ref": 1849 + }, + "5": { + "Dice": 0.8911663516984057, + "FN": 2540, + "FP": 1952, + "IoU": 0.8036970676921732, + "TN": 2956061, + "TP": 18391, + "n_pred": 20343, + "n_ref": 20931 + }, + "6": { + "Dice": 0.7139689385713136, + "FN": 8311, + "FP": 123132, + "IoU": 0.5551723904538871, + "TN": 2683452, + "TP": 164049, + "n_pred": 287181, + "n_ref": 172360 + }, + "7": { + "Dice": 0.9693335706423414, + "FN": 8872, + "FP": 8875, + "IoU": 0.9404920379976461, + "TN": 2680715, + "TP": 280482, + "n_pred": 289357, + "n_ref": 289354 + }, + "8": { + "Dice": 0.9775085996530738, + "FN": 583, + "FP": 182, + "IoU": 0.9560066708838921, + "TN": 2961555, + "TP": 16624, + "n_pred": 16806, + "n_ref": 17207 + }, + "9": { + "Dice": 0.7652658462967262, + "FN": 125, + "FP": 886, + "IoU": 0.619781872884543, + "TN": 2976285, + "TP": 1648, + "n_pred": 2534, + "n_ref": 1773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 525622, + "TP": 0, + "n_pred": 74, + "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": 0.8024084711744758, + "FN": 2793, + "FP": 62, + "IoU": 0.6700184928340268, + "TN": 517044, + "TP": 5797, + "n_pred": 5859, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8495368113115553, + "FN": 65, + "FP": 1478, + "IoU": 0.7384302424139685, + "TN": 519797, + "TP": 4356, + "n_pred": 5834, + "n_ref": 4421 + }, + "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": 0.7510597865809092, + "FN": 4241, + "FP": 868, + "IoU": 0.6013576779026217, + "TN": 512880, + "TP": 7707, + "n_pred": 8575, + "n_ref": 11948 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8377107862164144, + "FN": 1510, + "FP": 32357, + "IoU": 0.7207421150278294, + "TN": 404421, + "TP": 87408, + "n_pred": 119765, + "n_ref": 88918 + }, + "7": { + "Dice": 0.9044535483018369, + "FN": 1438, + "FP": 1454, + "IoU": 0.8255729794933655, + "TN": 509116, + "TP": 13688, + "n_pred": 15142, + "n_ref": 15126 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754415624860969, + "FN": 1335, + "FP": 873, + "IoU": 0.9520604455252073, + "TN": 1531030, + "TP": 43850, + "n_pred": 44723, + "n_ref": 45185 + }, + "10": { + "Dice": 0.8237347294938918, + "FN": 3987, + "FP": 558, + "IoU": 0.7002967359050445, + "TN": 1561923, + "TP": 10620, + "n_pred": 11178, + "n_ref": 14607 + }, + "11": { + "Dice": 0.7855775366943204, + "FN": 720, + "FP": 624, + "IoU": 0.6468733578560169, + "TN": 1573282, + "TP": 2462, + "n_pred": 3086, + "n_ref": 3182 + }, + "12": { + "Dice": 0.8330932949271883, + "FN": 1206, + "FP": 880, + "IoU": 0.7139330773450356, + "TN": 1569796, + "TP": 5206, + "n_pred": 6086, + "n_ref": 6412 + }, + "13": { + "Dice": 0.7899543378995434, + "FN": 136, + "FP": 1980, + "IoU": 0.6528301886792452, + "TN": 1570993, + "TP": 3979, + "n_pred": 5959, + "n_ref": 4115 + }, + "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": 0.7535441657579062, + "FN": 344, + "FP": 8244, + "IoU": 0.6045494313210849, + "TN": 1555371, + "TP": 13129, + "n_pred": 21373, + "n_ref": 13473 + }, + "3": { + "Dice": 0.8679350477385184, + "FN": 8884, + "FP": 591, + "IoU": 0.7666830829844866, + "TN": 1536478, + "TP": 31135, + "n_pred": 31726, + "n_ref": 40019 + }, + "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": 0.952919055488366, + "FN": 4708, + "FP": 10591, + "IoU": 0.9100720058780308, + "TN": 1406963, + "TP": 154826, + "n_pred": 165417, + "n_ref": 159534 + }, + "7": { + "Dice": 0.9736143822836693, + "FN": 6232, + "FP": 7570, + "IoU": 0.948585371305109, + "TN": 1308643, + "TP": 254643, + "n_pred": 262213, + "n_ref": 260875 + }, + "8": { + "Dice": 0.880410858400587, + "FN": 151, + "FP": 12, + "IoU": 0.7863695937090432, + "TN": 1576325, + "TP": 600, + "n_pred": 612, + "n_ref": 751 + }, + "9": { + "Dice": 0.9354275053865153, + "FN": 6735, + "FP": 3095, + "IoU": 0.8786884032037121, + "TN": 1496057, + "TP": 71201, + "n_pred": 74296, + "n_ref": 77936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1226587, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.8104709036470734, + "FN": 24074, + "FP": 4981, + "IoU": 0.6813376033692338, + "TN": 1135446, + "TP": 62123, + "n_pred": 67104, + "n_ref": 86197 + }, + "11": { + "Dice": 0.7426137875964866, + "FN": 2533, + "FP": 368, + "IoU": 0.5906011854360711, + "TN": 1219538, + "TP": 4185, + "n_pred": 4553, + "n_ref": 6718 + }, + "12": { + "Dice": 0.21709006928406466, + "FN": 19, + "FP": 320, + "IoU": 0.12176165803108809, + "TN": 1226238, + "TP": 47, + "n_pred": 367, + "n_ref": 66 + }, + "13": { + "Dice": 0.6551724137931034, + "FN": 44191, + "FP": 3249, + "IoU": 0.48717948717948717, + "TN": 1134116, + "TP": 45068, + "n_pred": 48317, + "n_ref": 89259 + }, + "14": { + "Dice": 0.14964457581161297, + "FN": 29288, + "FP": 5523, + "IoU": 0.08087342240059144, + "TN": 1188750, + "TP": 3063, + "n_pred": 8586, + "n_ref": 32351 + }, + "15": { + "Dice": 0.658256555634302, + "FN": 8413, + "FP": 1231, + "IoU": 0.4905979294316501, + "TN": 1207692, + "TP": 9288, + "n_pred": 10519, + "n_ref": 17701 + }, + "2": { + "Dice": 0.9504019594287633, + "FN": 664, + "FP": 1847, + "IoU": 0.9054913621137416, + "TN": 1200055, + "TP": 24058, + "n_pred": 25905, + "n_ref": 24722 + }, + "3": { + "Dice": 0.9496689970921239, + "FN": 2780, + "FP": 474, + "IoU": 0.9041616352016022, + "TN": 1192671, + "TP": 30699, + "n_pred": 31173, + "n_ref": 33479 + }, + "4": { + "Dice": 0.18340611353711792, + "FN": 185, + "FP": 2, + "IoU": 0.10096153846153846, + "TN": 1226416, + "TP": 21, + "n_pred": 23, + "n_ref": 206 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 1226457, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "6": { + "Dice": 0.9780822508644176, + "FN": 1092, + "FP": 1957, + "IoU": 0.9571046707934722, + "TN": 1155544, + "TP": 68031, + "n_pred": 69988, + "n_ref": 69123 + }, + "7": { + "Dice": 0.6842197647884851, + "FN": 4117, + "FP": 33662, + "IoU": 0.5200106723585912, + "TN": 1147916, + "TP": 40929, + "n_pred": 74591, + "n_ref": 45046 + }, + "8": { + "Dice": 0.9707927677329624, + "FN": 18, + "FP": 129, + "IoU": 0.9432432432432433, + "TN": 1224034, + "TP": 2443, + "n_pred": 2572, + "n_ref": 2461 + }, + "9": { + "Dice": 0.8909788535325852, + "FN": 110, + "FP": 3669, + "IoU": 0.8033921231985849, + "TN": 1207403, + "TP": 15442, + "n_pred": 19111, + "n_ref": 15552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9005642432440405, + "FN": 11134, + "FP": 12463, + "IoU": 0.819114930281404, + "TN": 3198955, + "TP": 106856, + "n_pred": 119319, + "n_ref": 117990 + }, + "10": { + "Dice": 0.49041730884619456, + "FN": 34193, + "FP": 9120, + "IoU": 0.3248694567843504, + "TN": 3265253, + "TP": 20842, + "n_pred": 29962, + "n_ref": 55035 + }, + "11": { + "Dice": 0.1352574985851726, + "FN": 1003, + "FP": 2053, + "IoU": 0.07253414264036419, + "TN": 3326113, + "TP": 239, + "n_pred": 2292, + "n_ref": 1242 + }, + "12": { + "Dice": 0.35793548387096774, + "FN": 1406, + "FP": 3570, + "IoU": 0.217978940751218, + "TN": 3323045, + "TP": 1387, + "n_pred": 4957, + "n_ref": 2793 + }, + "13": { + "Dice": 0.37012920426579166, + "FN": 13889, + "FP": 10681, + "IoU": 0.2270911321526314, + "TN": 3297619, + "TP": 7219, + "n_pred": 17900, + "n_ref": 21108 + }, + "14": { + "Dice": 0.0, + "FN": 25134, + "FP": 15103, + "IoU": 0.0, + "TN": 3289171, + "TP": 0, + "n_pred": 15103, + "n_ref": 25134 + }, + "15": { + "Dice": 0.0, + "FN": 7192, + "FP": 1331, + "IoU": 0.0, + "TN": 3320885, + "TP": 0, + "n_pred": 1331, + "n_ref": 7192 + }, + "2": { + "Dice": 0.7522130066895931, + "FN": 22901, + "FP": 48143, + "IoU": 0.6028376723930702, + "TN": 3150529, + "TP": 107835, + "n_pred": 155978, + "n_ref": 130736 + }, + "3": { + "Dice": 0.5171015608409428, + "FN": 16553, + "FP": 128981, + "IoU": 0.34871003110245913, + "TN": 3105953, + "TP": 77921, + "n_pred": 206902, + "n_ref": 94474 + }, + "4": { + "Dice": 0.4690197702101232, + "FN": 76797, + "FP": 150, + "IoU": 0.3063525975606458, + "TN": 3218477, + "TP": 33984, + "n_pred": 34134, + "n_ref": 110781 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6762339976988271, + "FN": 383236, + "FP": 4241, + "IoU": 0.5108410372552955, + "TN": 2537279, + "TP": 404652, + "n_pred": 408893, + "n_ref": 787888 + }, + "7": { + "Dice": 0.24111419085023653, + "FN": 67672, + "FP": 9811, + "IoU": 0.13708348182466143, + "TN": 3239616, + "TP": 12309, + "n_pred": 22120, + "n_ref": 79981 + }, + "8": { + "Dice": 0.9020847973764348, + "FN": 1552, + "FP": 1792, + "IoU": 0.8216343076594836, + "TN": 3310660, + "TP": 15404, + "n_pred": 17196, + "n_ref": 16956 + }, + "9": { + "Dice": 0.7548654461522321, + "FN": 2307, + "FP": 2366, + "IoU": 0.6062521065048871, + "TN": 3317540, + "TP": 7195, + "n_pred": 9561, + "n_ref": 9502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7924462924462925, + "FN": 52, + "FP": 2344, + "IoU": 0.6562410329985653, + "TN": 1219654, + "TP": 4574, + "n_pred": 6918, + "n_ref": 4626 + }, + "11": { + "Dice": 0.5918367346938775, + "FN": 482, + "FP": 38, + "IoU": 0.42028985507246375, + "TN": 1225727, + "TP": 377, + "n_pred": 415, + "n_ref": 859 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7413806091956909, + "FN": 1384, + "FP": 8915, + "IoU": 0.5890427357248315, + "TN": 1201563, + "TP": 14762, + "n_pred": 23677, + "n_ref": 16146 + }, + "14": { + "Dice": 0.8104670179901872, + "FN": 656, + "FP": 387, + "IoU": 0.6813321112129544, + "TN": 1223351, + "TP": 2230, + "n_pred": 2617, + "n_ref": 2886 + }, + "15": { + "Dice": 0.9526788678618858, + "FN": 5362, + "FP": 3760, + "IoU": 0.9096339590866314, + "TN": 1125679, + "TP": 91823, + "n_pred": 95583, + "n_ref": 97185 + }, + "2": { + "Dice": 0.964897970374737, + "FN": 1447, + "FP": 3674, + "IoU": 0.9321766770412555, + "TN": 1151119, + "TP": 70384, + "n_pred": 74058, + "n_ref": 71831 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9487603305785124, + "FN": 46, + "FP": 140, + "IoU": 0.9025157232704403, + "TN": 1224716, + "TP": 1722, + "n_pred": 1862, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956678058028456, + "FN": 2427, + "FP": 4634, + "IoU": 0.9169538371067333, + "TN": 1141599, + "TP": 77964, + "n_pred": 82598, + "n_ref": 80391 + }, + "7": { + "Dice": 0.9783411515133407, + "FN": 10624, + "FP": 3874, + "IoU": 0.9576006246728218, + "TN": 884685, + "TP": 327441, + "n_pred": 331315, + "n_ref": 338065 + }, + "8": { + "Dice": 0.9331941544885177, + "FN": 157, + "FP": 99, + "IoU": 0.8747553816046967, + "TN": 1224580, + "TP": 1788, + "n_pred": 1887, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9262088974854932, + "FN": 181, + "FP": 1345, + "IoU": 0.8625596685580473, + "TN": 1215521, + "TP": 9577, + "n_pred": 10922, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9161290322580645, + "FN": 126, + "FP": 186, + "IoU": 0.8452380952380952, + "TN": 173216, + "TP": 1704, + "n_pred": 1890, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7487839771101573, + "FN": 1497, + "FP": 259, + "IoU": 0.5984450034301395, + "TN": 170859, + "TP": 2617, + "n_pred": 2876, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9690520794304983, + "FN": 443, + "FP": 383, + "IoU": 0.9399622038086931, + "TN": 161474, + "TP": 12932, + "n_pred": 13315, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9689519878438755, + "FN": 612, + "FP": 757, + "IoU": 0.9397738770841582, + "TN": 152501, + "TP": 21362, + "n_pred": 22119, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0371.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7144390802520714, + "FN": 3559.0155555555557, + "FP": 5274.184444444445, + "IoU": 0.6297454188100695, + "TN": 1214708.3, + "TP": 26446.76666666667, + "n_pred": 31720.951111111106, + "n_ref": 30005.782222222228 + }, + "mean": { + "1": { + "Dice": 0.8694090826873833, + "FN": 2020.5333333333333, + "FP": 1866.8333333333333, + "IoU": 0.810323188189809, + "TN": 1206731.7333333334, + "TP": 39369.166666666664, + "n_pred": 41236.0, + "n_ref": 41389.7 + }, + "10": { + "Dice": 0.7039526998039424, + "FN": 3709.3, + "FP": 2619.0666666666666, + "IoU": 0.5993203786568991, + "TN": 1230131.7333333334, + "TP": 13528.166666666666, + "n_pred": 16147.233333333334, + "n_ref": 17237.466666666667 + }, + "11": { + "Dice": 0.5452052903379333, + "FN": 256.1333333333333, + "FP": 151.36666666666667, + "IoU": 0.4256960399840494, + "TN": 1249091.0666666667, + "TP": 489.7, + "n_pred": 641.0666666666667, + "n_ref": 745.8333333333334 + }, + "12": { + "Dice": 0.3985872194685692, + "FN": 231.46666666666667, + "FP": 146.6, + "IoU": 0.31150134536097346, + "TN": 1249037.5, + "TP": 572.7, + "n_pred": 719.3, + "n_ref": 804.1666666666666 + }, + "13": { + "Dice": 0.6356694534877709, + "FN": 3141.4666666666667, + "FP": 4292.066666666667, + "IoU": 0.5171235068514184, + "TN": 1232630.2, + "TP": 9924.533333333333, + "n_pred": 14216.6, + "n_ref": 13066.0 + }, + "14": { + "Dice": 0.7106793900125978, + "FN": 10570.3, + "FP": 9491.033333333333, + "IoU": 0.6500566324891374, + "TN": 1183203.1666666667, + "TP": 46723.76666666667, + "n_pred": 56214.8, + "n_ref": 57294.066666666666 + }, + "15": { + "Dice": 0.681187467016478, + "FN": 6034.633333333333, + "FP": 4727.8, + "IoU": 0.558695417753167, + "TN": 1223423.5666666667, + "TP": 15802.266666666666, + "n_pred": 20530.066666666666, + "n_ref": 21836.9 + }, + "2": { + "Dice": 0.7399588295592142, + "FN": 2516.0666666666666, + "FP": 2207.266666666667, + "IoU": 0.6893331275733319, + "TN": 1223786.3, + "TP": 21478.633333333335, + "n_pred": 23685.9, + "n_ref": 23994.7 + }, + "3": { + "Dice": 0.7900896906979389, + "FN": 4171.3, + "FP": 1541.8666666666666, + "IoU": 0.7400619502899285, + "TN": 1209791.0, + "TP": 34484.1, + "n_pred": 36025.96666666667, + "n_ref": 38655.4 + }, + "4": { + "Dice": 0.7058907259786984, + "FN": 2841.5333333333333, + "FP": 2284.633333333333, + "IoU": 0.6285839352575587, + "TN": 1234601.8, + "TP": 10260.3, + "n_pred": 12544.933333333332, + "n_ref": 13101.833333333334 + }, + "5": { + "Dice": 0.6782457340413416, + "FN": 869.1333333333333, + "FP": 335.93333333333334, + "IoU": 0.5488873301224118, + "TN": 1246865.6, + "TP": 1917.6, + "n_pred": 2253.5333333333333, + "n_ref": 2786.733333333333 + }, + "6": { + "Dice": 0.8829505734679958, + "FN": 5485.666666666667, + "FP": 20824.533333333333, + "IoU": 0.8225411900705966, + "TN": 1096947.4, + "TP": 126730.66666666667, + "n_pred": 147555.2, + "n_ref": 132216.33333333334 + }, + "7": { + "Dice": 0.6677364567786048, + "FN": 9300.8, + "FP": 26457.566666666666, + "IoU": 0.5914739722333542, + "TN": 1161396.2333333334, + "TP": 52833.666666666664, + "n_pred": 79291.23333333334, + "n_ref": 62134.46666666667 + }, + "8": { + "Dice": 0.8859922897299374, + "FN": 915.5, + "FP": 551.4333333333333, + "IoU": 0.8309395084178421, + "TN": 1236808.7333333334, + "TP": 11712.6, + "n_pred": 12264.033333333333, + "n_ref": 12628.1 + }, + "9": { + "Dice": 0.8210313007126667, + "FN": 1321.4, + "FP": 1614.7666666666667, + "IoU": 0.7216437589005635, + "TN": 1236178.4666666666, + "TP": 10873.633333333333, + "n_pred": 12488.4, + "n_ref": 12195.033333333333 + } + }, + "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": 0.8391898798875543, + "FN": 3456, + "FP": 1578, + "IoU": 0.7229346689416039, + "TN": 507527, + "TP": 13135, + "n_pred": 14713, + "n_ref": 16591 + }, + "11": { + "Dice": 0.7469111199681148, + "FN": 471, + "FP": 164, + "IoU": 0.5960559796437659, + "TN": 524124, + "TP": 937, + "n_pred": 1101, + "n_ref": 1408 + }, + "12": { + "Dice": 0.6737064413938754, + "FN": 282, + "FP": 27, + "IoU": 0.5079617834394905, + "TN": 525068, + "TP": 319, + "n_pred": 346, + "n_ref": 601 + }, + "13": { + "Dice": 0.7589767660173669, + "FN": 1581, + "FP": 2527, + "IoU": 0.6115733736762481, + "TN": 515120, + "TP": 6468, + "n_pred": 8995, + "n_ref": 8049 + }, + "14": { + "Dice": 0.6736703873933026, + "FN": 220, + "FP": 5247, + "IoU": 0.5079207920792079, + "TN": 514586, + "TP": 5643, + "n_pred": 10890, + "n_ref": 5863 + }, + "15": { + "Dice": 0.8725681815240043, + "FN": 5946, + "FP": 3899, + "IoU": 0.7739431930380474, + "TN": 482145, + "TP": 33706, + "n_pred": 37605, + "n_ref": 39652 + }, + "2": { + "Dice": 0.93122009569378, + "FN": 406, + "FP": 284, + "IoU": 0.8712926692781198, + "TN": 520335, + "TP": 4671, + "n_pred": 4955, + "n_ref": 5077 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 525199, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.929574334086615, + "FN": 4996, + "FP": 2608, + "IoU": 0.8684155880113519, + "TN": 467908, + "TP": 50184, + "n_pred": 52792, + "n_ref": 55180 + }, + "7": { + "Dice": 0.845022590133115, + "FN": 24538, + "FP": 1017, + "IoU": 0.7316355998949856, + "TN": 430471, + "TP": 69670, + "n_pred": 70687, + "n_ref": 94208 + }, + "8": { + "Dice": 0.8288288288288288, + "FN": 25, + "FP": 13, + "IoU": 0.7076923076923077, + "TN": 525566, + "TP": 92, + "n_pred": 105, + "n_ref": 117 + }, + "9": { + "Dice": 0.9447764341957255, + "FN": 886, + "FP": 2256, + "IoU": 0.8953329557946634, + "TN": 495677, + "TP": 26877, + "n_pred": 29133, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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": 0.7932947272173118, + "FN": 3346, + "FP": 45, + "IoU": 0.6574055364720145, + "TN": 691030, + "TP": 6507, + "n_pred": 6552, + "n_ref": 9853 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3515, + "FP": 0, + "IoU": 0.0, + "TN": 697413, + "TP": 0, + "n_pred": 0, + "n_ref": 3515 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8431667374889681, + "FN": 7248, + "FP": 2348, + "IoU": 0.7288576191687152, + "TN": 840769, + "TP": 25795, + "n_pred": 28143, + "n_ref": 33043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.5927957123270597, + "FN": 2836, + "FP": 431, + "IoU": 0.4212577502214349, + "TN": 870515, + "TP": 2378, + "n_pred": 2809, + "n_ref": 5214 + }, + "14": { + "Dice": 0.9465487113130026, + "FN": 8188, + "FP": 5485, + "IoU": 0.898521575205213, + "TN": 741422, + "TP": 121065, + "n_pred": 126550, + "n_ref": 129253 + }, + "15": { + "Dice": 0.864412944371092, + "FN": 3834, + "FP": 23379, + "IoU": 0.7612035907650997, + "TN": 762201, + "TP": 86746, + "n_pred": 110125, + "n_ref": 90580 + }, + "2": { + "Dice": 0.9603395501398964, + "FN": 2288, + "FP": 3141, + "IoU": 0.9237049945192389, + "TN": 805002, + "TP": 65729, + "n_pred": 68870, + "n_ref": 68017 + }, + "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": 0.9305186084903643, + "FN": 6998, + "FP": 1125, + "IoU": 0.8700652632925971, + "TN": 813644, + "TP": 54393, + "n_pred": 55518, + "n_ref": 61391 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": 0.9230769230769231, + "FN": 1524, + "FP": 316, + "IoU": 0.8571428571428571, + "TN": 863280, + "TP": 11040, + "n_pred": 11356, + "n_ref": 12564 + }, + "9": { + "Dice": 0.8880924855491329, + "FN": 659, + "FP": 309, + "IoU": 0.7987107506758162, + "TN": 871351, + "TP": 3841, + "n_pred": 4150, + "n_ref": 4500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7763833428408443, + "FN": 159, + "FP": 625, + "IoU": 0.6344988344988345, + "TN": 348319, + "TP": 1361, + "n_pred": 1986, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8018672199170125, + "FN": 311, + "FP": 71, + "IoU": 0.6692640692640692, + "TN": 349309, + "TP": 773, + "n_pred": 844, + "n_ref": 1084 + }, + "6": { + "Dice": 0.9040091503651347, + "FN": 6418, + "FP": 128, + "IoU": 0.8248327535456248, + "TN": 313094, + "TP": 30824, + "n_pred": 30952, + "n_ref": 37242 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9024699453551912, + "FN": 1925, + "FP": 306, + "IoU": 0.8222735601051542, + "TN": 337911, + "TP": 10322, + "n_pred": 10628, + "n_ref": 12247 + }, + "9": { + "Dice": 0.8271045677614194, + "FN": 4174, + "FP": 9566, + "IoU": 0.7051818474412617, + "TN": 303859, + "TP": 32865, + "n_pred": 42431, + "n_ref": 37039 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9463537300922046, + "FN": 195, + "FP": 61, + "IoU": 0.898170246618934, + "TN": 698414, + "TP": 2258, + "n_pred": 2319, + "n_ref": 2453 + }, + "10": { + "Dice": 0.8199847055824624, + "FN": 4581, + "FP": 6012, + "IoU": 0.6948932860969498, + "TN": 666209, + "TP": 24126, + "n_pred": 30138, + "n_ref": 28707 + }, + "11": { + "Dice": 0.7482014388489209, + "FN": 202, + "FP": 113, + "IoU": 0.5977011494252874, + "TN": 700145, + "TP": 468, + "n_pred": 581, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8610707963190379, + "FN": 2467, + "FP": 6244, + "IoU": 0.7560354002128494, + "TN": 665222, + "TP": 26995, + "n_pred": 33239, + "n_ref": 29462 + }, + "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": 0.8793619142572283, + "FN": 288, + "FP": 75, + "IoU": 0.7846975088967971, + "TN": 699242, + "TP": 1323, + "n_pred": 1398, + "n_ref": 1611 + }, + "3": { + "Dice": 0.9444568323126307, + "FN": 2475, + "FP": 8236, + "IoU": 0.8947590787612011, + "TN": 599152, + "TP": 91065, + "n_pred": 99301, + "n_ref": 93540 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9001037882719253, + "FN": 297, + "FP": 473, + "IoU": 0.8183533852323661, + "TN": 696689, + "TP": 3469, + "n_pred": 3942, + "n_ref": 3766 + }, + "6": { + "Dice": 0.9316491504692563, + "FN": 9363, + "FP": 2428, + "IoU": 0.8720441893021086, + "TN": 608779, + "TP": 80358, + "n_pred": 82786, + "n_ref": 89721 + }, + "7": { + "Dice": 0.9816703815392684, + "FN": 4173, + "FP": 1419, + "IoU": 0.9640006180151414, + "TN": 545592, + "TP": 149744, + "n_pred": 151163, + "n_ref": 153917 + }, + "8": { + "Dice": 0.9347691033340236, + "FN": 558, + "FP": 72, + "IoU": 0.8775272161741835, + "TN": 695784, + "TP": 4514, + "n_pred": 4586, + "n_ref": 5072 + }, + "9": { + "Dice": 0.8358135931830228, + "FN": 2258, + "FP": 9823, + "IoU": 0.7179379421447083, + "TN": 658097, + "TP": 30750, + "n_pred": 40573, + "n_ref": 33008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7122063037249283, + "FN": 441, + "FP": 2070, + "IoU": 0.5530437878248488, + "TN": 2622862, + "TP": 3107, + "n_pred": 5177, + "n_ref": 3548 + }, + "10": { + "Dice": 0.7733152393601663, + "FN": 3043, + "FP": 12659, + "IoU": 0.6304107331999529, + "TN": 2585995, + "TP": 26783, + "n_pred": 39442, + "n_ref": 29826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5373134328358209, + "FN": 58, + "FP": 283, + "IoU": 0.3673469387755102, + "TN": 2627941, + "TP": 198, + "n_pred": 481, + "n_ref": 256 + }, + "13": { + "Dice": 0.37721224647978296, + "FN": 2, + "FP": 4819, + "IoU": 0.2324470625696545, + "TN": 2622199, + "TP": 1460, + "n_pred": 6279, + "n_ref": 1462 + }, + "14": { + "Dice": 0.07755733294287753, + "FN": 1687, + "FP": 199911, + "IoU": 0.04034311882060046, + "TN": 2418407, + "TP": 8475, + "n_pred": 208386, + "n_ref": 10162 + }, + "15": { + "Dice": 0.7887207132490152, + "FN": 1946, + "FP": 2130, + "IoU": 0.6511468675111264, + "TN": 2616796, + "TP": 7608, + "n_pred": 9738, + "n_ref": 9554 + }, + "2": { + "Dice": 0.7691069991954947, + "FN": 262, + "FP": 25, + "IoU": 0.6248366013071895, + "TN": 2627715, + "TP": 478, + "n_pred": 503, + "n_ref": 740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2801, + "IoU": 0.0, + "TN": 2625679, + "TP": 0, + "n_pred": 2801, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 357, + "IoU": 0.0, + "TN": 2628123, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8472598458012086, + "FN": 2011, + "FP": 31707, + "IoU": 0.734996384671005, + "TN": 2501244, + "TP": 93518, + "n_pred": 125225, + "n_ref": 95529 + }, + "7": { + "Dice": 0.8329443466083893, + "FN": 35746, + "FP": 27242, + "IoU": 0.7137143324637075, + "TN": 2408462, + "TP": 157030, + "n_pred": 184272, + "n_ref": 192776 + }, + "8": { + "Dice": 0.8652297782732565, + "FN": 1782, + "FP": 6922, + "IoU": 0.7624713459229342, + "TN": 2591836, + "TP": 27940, + "n_pred": 34862, + "n_ref": 29722 + }, + "9": { + "Dice": 0.46715328467153283, + "FN": 426, + "FP": 12, + "IoU": 0.3047619047619048, + "TN": 2627850, + "TP": 192, + "n_pred": 204, + "n_ref": 618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9923464049372721, + "FN": 950, + "FP": 1281, + "IoU": 0.984809075062643, + "TN": 378832, + "TP": 144633, + "n_pred": 145914, + "n_ref": 145583 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0078.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": 0.3391812865497076, + "FN": 2, + "FP": 224, + "IoU": 0.20422535211267606, + "TN": 700644, + "TP": 58, + "n_pred": 282, + "n_ref": 60 + }, + "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": 0.9795914551488805, + "FN": 672, + "FP": 3694, + "IoU": 0.9599992670502437, + "TN": 591780, + "TP": 104782, + "n_pred": 108476, + "n_ref": 105454 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9547043010752688, + "FN": 1434, + "FP": 2610, + "IoU": 0.9133341905619133, + "TN": 654266, + "TP": 42618, + "n_pred": 45228, + "n_ref": 44052 + }, + "3": { + "Dice": 0.8793040956868431, + "FN": 167, + "FP": 166, + "IoU": 0.7846054333764554, + "TN": 699382, + "TP": 1213, + "n_pred": 1379, + "n_ref": 1380 + }, + "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": 0.9754203671850318, + "FN": 3154, + "FP": 347, + "IoU": 0.9520200635895187, + "TN": 627960, + "TP": 69467, + "n_pred": 69814, + "n_ref": 72621 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7065727699530516, + "FN": 248, + "FP": 2, + "IoU": 0.5462794918330308, + "TN": 875609, + "TP": 301, + "n_pred": 303, + "n_ref": 549 + }, + "10": { + "Dice": 0.8990734846877432, + "FN": 569, + "FP": 858, + "IoU": 0.8166516767313375, + "TN": 868377, + "TP": 6356, + "n_pred": 7214, + "n_ref": 6925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8319938767699961, + "FN": 994, + "FP": 762, + "IoU": 0.7123197903014417, + "TN": 870056, + "TP": 4348, + "n_pred": 5110, + "n_ref": 5342 + }, + "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": 0.9761093012096876, + "FN": 2127, + "FP": 3549, + "IoU": 0.9533334977678021, + "TN": 754531, + "TP": 115953, + "n_pred": 119502, + "n_ref": 118080 + }, + "3": { + "Dice": 0.9660040030700237, + "FN": 1393, + "FP": 866, + "IoU": 0.9342434650986785, + "TN": 841806, + "TP": 32095, + "n_pred": 32961, + "n_ref": 33488 + }, + "4": { + "Dice": 0.8917899437776626, + "FN": 12551, + "FP": 1018, + "IoU": 0.8047120117440488, + "TN": 806678, + "TP": 55913, + "n_pred": 56931, + "n_ref": 68464 + }, + "5": { + "Dice": 0.6637443438914027, + "FN": 632, + "FP": 1746, + "IoU": 0.4967195767195767, + "TN": 871435, + "TP": 2347, + "n_pred": 4093, + "n_ref": 2979 + }, + "6": { + "Dice": 0.9793515645176497, + "FN": 3269, + "FP": 1768, + "IoU": 0.9595385937713372, + "TN": 751671, + "TP": 119452, + "n_pred": 121220, + "n_ref": 122721 + }, + "7": { + "Dice": 0.9091542935015133, + "FN": 3867, + "FP": 1866, + "IoU": 0.8334398605461941, + "TN": 841740, + "TP": 28687, + "n_pred": 30553, + "n_ref": 32554 + }, + "8": { + "Dice": 0.9527501817300703, + "FN": 223, + "FP": 557, + "IoU": 0.9097639981490051, + "TN": 867516, + "TP": 7864, + "n_pred": 8421, + "n_ref": 8087 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.85818837442397, + "FN": 14069, + "FP": 9842, + "IoU": 0.751602414269538, + "TN": 955131, + "TP": 72350, + "n_pred": 82192, + "n_ref": 86419 + }, + "10": { + "Dice": 0.8333369300157535, + "FN": 17168, + "FP": 6001, + "IoU": 0.7142909992231142, + "TN": 970299, + "TP": 57924, + "n_pred": 63925, + "n_ref": 75092 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6487341772151899, + "FN": 370, + "FP": 74, + "IoU": 0.48009367681498827, + "TN": 1050538, + "TP": 410, + "n_pred": 484, + "n_ref": 780 + }, + "13": { + "Dice": 0.6601860224777161, + "FN": 7141, + "FP": 3381, + "IoU": 0.49274454032685727, + "TN": 1030649, + "TP": 10221, + "n_pred": 13602, + "n_ref": 17362 + }, + "14": { + "Dice": 0.8357323477922584, + "FN": 535, + "FP": 6221, + "IoU": 0.7178180603124217, + "TN": 1027450, + "TP": 17186, + "n_pred": 23407, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9518045892508508, + "FN": 9072, + "FP": 827, + "IoU": 0.9080411719896698, + "TN": 943746, + "TP": 97747, + "n_pred": 98574, + "n_ref": 106819 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9768623945032021, + "FN": 2298, + "FP": 1817, + "IoU": 0.9547712734387022, + "TN": 960410, + "TP": 86867, + "n_pred": 88684, + "n_ref": 89165 + }, + "4": { + "Dice": 0.8887454618797902, + "FN": 3484, + "FP": 653, + "IoU": 0.7997676782343546, + "TN": 1030731, + "TP": 16524, + "n_pred": 17177, + "n_ref": 20008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9062934851359898, + "FN": 5627, + "FP": 12151, + "IoU": 0.8286441315097013, + "TN": 947643, + "TP": 85971, + "n_pred": 98122, + "n_ref": 91598 + }, + "7": { + "Dice": 0.8574549573848311, + "FN": 6160, + "FP": 4410, + "IoU": 0.750478034040745, + "TN": 1009031, + "TP": 31791, + "n_pred": 36201, + "n_ref": 37951 + }, + "8": { + "Dice": 0.971728796597448, + "FN": 108, + "FP": 118, + "IoU": 0.9450121654501217, + "TN": 1047282, + "TP": 3884, + "n_pred": 4002, + "n_ref": 3992 + }, + "9": { + "Dice": 0.8169815153361771, + "FN": 1020, + "FP": 782, + "IoU": 0.6905906593406593, + "TN": 1045568, + "TP": 4022, + "n_pred": 4804, + "n_ref": 5042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9955636552288343, + "FN": 1005, + "FP": 329, + "IoU": 0.9911664989140223, + "TN": 1250840, + "TP": 149682, + "n_pred": 150011, + "n_ref": 150687 + }, + "10": { + "Dice": 0.4375889890840057, + "FN": 770, + "FP": 415, + "IoU": 0.2800729040097205, + "TN": 1400210, + "TP": 461, + "n_pred": 876, + "n_ref": 1231 + }, + "11": { + "Dice": 0.7557418273260688, + "FN": 987, + "FP": 470, + "IoU": 0.607383454594449, + "TN": 1398145, + "TP": 2254, + "n_pred": 2724, + "n_ref": 3241 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9134181370537546, + "FN": 90, + "FP": 965, + "IoU": 0.8406344410876133, + "TN": 1395236, + "TP": 5565, + "n_pred": 6530, + "n_ref": 5655 + }, + "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": 0.9841694537346711, + "FN": 105, + "FP": 37, + "IoU": 0.9688323090430202, + "TN": 1397300, + "TP": 4414, + "n_pred": 4451, + "n_ref": 4519 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9507413030136632, + "FN": 564, + "FP": 961, + "IoU": 0.9061076222140131, + "TN": 1385614, + "TP": 14717, + "n_pred": 15678, + "n_ref": 15281 + }, + "5": { + "Dice": 0.7753524654691191, + "FN": 1989, + "FP": 1150, + "IoU": 0.6331229546517064, + "TN": 1393300, + "TP": 5417, + "n_pred": 6567, + "n_ref": 7406 + }, + "6": { + "Dice": 0.9827564617390778, + "FN": 7329, + "FP": 8645, + "IoU": 0.9660975221520667, + "TN": 930681, + "TP": 455201, + "n_pred": 463846, + "n_ref": 462530 + }, + "7": { + "Dice": 0.9249732721212502, + "FN": 58, + "FP": 1135, + "IoU": 0.8604188604188604, + "TN": 1393309, + "TP": 7354, + "n_pred": 8489, + "n_ref": 7412 + }, + "8": { + "Dice": 0.9646685192536721, + "FN": 2661, + "FP": 9, + "IoU": 0.9317484662576687, + "TN": 1362736, + "TP": 36450, + "n_pred": 36459, + "n_ref": 39111 + }, + "9": { + "Dice": 0.8094276094276094, + "FN": 2407, + "FP": 706, + "IoU": 0.6798642533936652, + "TN": 1392132, + "TP": 6611, + "n_pred": 7317, + "n_ref": 9018 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9374469289555618, + "FN": 849, + "FP": 698, + "IoU": 0.8822589238145978, + "TN": 863021, + "TP": 11592, + "n_pred": 12290, + "n_ref": 12441 + }, + "10": { + "Dice": 0.8612363969453488, + "FN": 11292, + "FP": 2645, + "IoU": 0.7562907653837411, + "TN": 818973, + "TP": 43250, + "n_pred": 45895, + "n_ref": 54542 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7553313460215547, + "FN": 303, + "FP": 764, + "IoU": 0.6068533529845247, + "TN": 873446, + "TP": 1647, + "n_pred": 2411, + "n_ref": 1950 + }, + "13": { + "Dice": 0.8217386086330359, + "FN": 4402, + "FP": 4510, + "IoU": 0.6974162224561166, + "TN": 846707, + "TP": 20541, + "n_pred": 25051, + "n_ref": 24943 + }, + "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": 0.07697871620061866, + "FN": 35150, + "FP": 24827, + "IoU": 0.04003009059188834, + "TN": 813682, + "TP": 2501, + "n_pred": 27328, + "n_ref": 37651 + }, + "3": { + "Dice": 0.7900520062682225, + "FN": 65027, + "FP": 2229, + "IoU": 0.6529636069989319, + "TN": 682359, + "TP": 126545, + "n_pred": 128774, + "n_ref": 191572 + }, + "4": { + "Dice": 0.05622438111222283, + "FN": 89, + "FP": 29152, + "IoU": 0.028925345377258237, + "TN": 846048, + "TP": 871, + "n_pred": 30023, + "n_ref": 960 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9791338597061714, + "FN": 3999, + "FP": 1712, + "IoU": 0.9591207123632823, + "TN": 736456, + "TP": 133993, + "n_pred": 135705, + "n_ref": 137992 + }, + "7": { + "Dice": 0.9139209860239903, + "FN": 1908, + "FP": 2003, + "IoU": 0.841486645320796, + "TN": 851487, + "TP": 20762, + "n_pred": 22765, + "n_ref": 22670 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9127646883388011, + "FN": 234, + "FP": 936, + "IoU": 0.8395281854340968, + "TN": 868869, + "TP": 6121, + "n_pred": 7057, + "n_ref": 6355 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711830131445905, + "FN": 208, + "FP": 248, + "IoU": 0.943980343980344, + "TN": 1043252, + "TP": 7684, + "n_pred": 7932, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9185758588359737, + "FN": 1528, + "FP": 1859, + "IoU": 0.8494131246665481, + "TN": 1028900, + "TP": 19105, + "n_pred": 20964, + "n_ref": 20633 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46153846153846156, + "FN": 91, + "FP": 0, + "IoU": 0.3, + "TN": 1051262, + "TP": 39, + "n_pred": 39, + "n_ref": 130 + }, + "13": { + "Dice": 0.5532659009086234, + "FN": 12734, + "FP": 295, + "IoU": 0.38242404133289093, + "TN": 1030295, + "TP": 8068, + "n_pred": 8363, + "n_ref": 20802 + }, + "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": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.9819948912840322, + "FN": 1364, + "FP": 1526, + "IoU": 0.9646266829865361, + "TN": 969692, + "TP": 78810, + "n_pred": 80336, + "n_ref": 80174 + }, + "4": { + "Dice": 0.8241965973534972, + "FN": 217, + "FP": 62, + "IoU": 0.7009646302250804, + "TN": 1050459, + "TP": 654, + "n_pred": 716, + "n_ref": 871 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9873953348250731, + "FN": 3144, + "FP": 2337, + "IoU": 0.9751044694767442, + "TN": 831232, + "TP": 214679, + "n_pred": 217016, + "n_ref": 217823 + }, + "7": { + "Dice": 0.7390311221090702, + "FN": 2121, + "FP": 8847, + "IoU": 0.5860819684504491, + "TN": 1024894, + "TP": 15530, + "n_pred": 24377, + "n_ref": 17651 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251219263340476, + "FN": 4976, + "FP": 13371, + "IoU": 0.8606761538812022, + "TN": 1094938, + "TP": 113339, + "n_pred": 126710, + "n_ref": 118315 + }, + "10": { + "Dice": 0.8210142283838016, + "FN": 7922, + "FP": 1890, + "IoU": 0.6963733135289021, + "TN": 1194308, + "TP": 22504, + "n_pred": 24394, + "n_ref": 30426 + }, + "11": { + "Dice": 0.0, + "FN": 524, + "FP": 0, + "IoU": 0.0, + "TN": 1226100, + "TP": 0, + "n_pred": 0, + "n_ref": 524 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.8374546201794644, + "FN": 4850, + "FP": 2269, + "IoU": 0.7203629507423992, + "TN": 1201166, + "TP": 18339, + "n_pred": 20608, + "n_ref": 23189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.44957694946261145, + "FN": 15155, + "FP": 32985, + "IoU": 0.28997050147492626, + "TN": 1158824, + "TP": 19660, + "n_pred": 52645, + "n_ref": 34815 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9543330327129622, + "FN": 1719, + "FP": 2737, + "IoU": 0.9126548533793319, + "TN": 1175608, + "TP": 46560, + "n_pred": 49297, + "n_ref": 48279 + }, + "4": { + "Dice": 0.9019694622704139, + "FN": 389, + "FP": 940, + "IoU": 0.8214429665457477, + "TN": 1219181, + "TP": 6114, + "n_pred": 7054, + "n_ref": 6503 + }, + "5": { + "Dice": 0.6639536066741276, + "FN": 1962, + "FP": 1341, + "IoU": 0.4969540054827901, + "TN": 1220058, + "TP": 3263, + "n_pred": 4604, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9440992851049695, + "FN": 5475, + "FP": 1930, + "IoU": 0.8941174788377946, + "TN": 1156688, + "TP": 62531, + "n_pred": 64461, + "n_ref": 68006 + }, + "7": { + "Dice": 0.5843784548866621, + "FN": 115860, + "FP": 2184, + "IoU": 0.4128069800180072, + "TN": 1025593, + "TP": 82987, + "n_pred": 85171, + "n_ref": 198847 + }, + "8": { + "Dice": 0.9506837961044343, + "FN": 1659, + "FP": 840, + "IoU": 0.906003159557662, + "TN": 1200038, + "TP": 24087, + "n_pred": 24927, + "n_ref": 25746 + }, + "9": { + "Dice": 0.9100234970485415, + "FN": 1040, + "FP": 5240, + "IoU": 0.8349019401650981, + "TN": 1188586, + "TP": 31758, + "n_pred": 36998, + "n_ref": 32798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8691679684046096, + "FN": 3795, + "FP": 644, + "IoU": 0.7686092577147623, + "TN": 681744, + "TP": 14745, + "n_pred": 15389, + "n_ref": 18540 + }, + "10": { + "Dice": 0.7825340203461487, + "FN": 4495, + "FP": 2089, + "IoU": 0.6427563754747694, + "TN": 682498, + "TP": 11846, + "n_pred": 13935, + "n_ref": 16341 + }, + "11": { + "Dice": 0.0, + "FN": 527, + "FP": 0, + "IoU": 0.0, + "TN": 700401, + "TP": 0, + "n_pred": 0, + "n_ref": 527 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 315, + "FP": 0, + "IoU": 0.0, + "TN": 700613, + "TP": 0, + "n_pred": 0, + "n_ref": 315 + }, + "14": { + "Dice": 0.903648038385549, + "FN": 1746, + "FP": 3716, + "IoU": 0.8242316975060338, + "TN": 669853, + "TP": 25613, + "n_pred": 29329, + "n_ref": 27359 + }, + "15": { + "Dice": 0.733342993769019, + "FN": 8976, + "FP": 225, + "IoU": 0.5789594106072393, + "TN": 679075, + "TP": 12652, + "n_pred": 12877, + "n_ref": 21628 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 700610, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "3": { + "Dice": 0.9567770876137539, + "FN": 7532, + "FP": 1535, + "IoU": 0.9171358069822702, + "TN": 591508, + "TP": 100353, + "n_pred": 101888, + "n_ref": 107885 + }, + "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": 0.9210379269400014, + "FN": 1941, + "FP": 2581, + "IoU": 0.8536332739925554, + "TN": 670033, + "TP": 26373, + "n_pred": 28954, + "n_ref": 28314 + }, + "7": { + "Dice": 0.8863049095607235, + "FN": 13527, + "FP": 5569, + "IoU": 0.7958236658932715, + "TN": 607401, + "TP": 74431, + "n_pred": 80000, + "n_ref": 87958 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730228655338787, + "FN": 146, + "FP": 1140, + "IoU": 0.9474630280251655, + "TN": 1552610, + "TP": 23192, + "n_pred": 24332, + "n_ref": 23338 + }, + "10": { + "Dice": 0.831777452854947, + "FN": 2619, + "FP": 6355, + "IoU": 0.712002567394095, + "TN": 1545928, + "TP": 22186, + "n_pred": 28541, + "n_ref": 24805 + }, + "11": { + "Dice": 0.78076088198332, + "FN": 827, + "FP": 1092, + "IoU": 0.6403673163418291, + "TN": 1571752, + "TP": 3417, + "n_pred": 4509, + "n_ref": 4244 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4890591849013585, + "FN": 10418, + "FP": 21852, + "IoU": 0.323678584901706, + "TN": 1529374, + "TP": 15444, + "n_pred": 37296, + "n_ref": 25862 + }, + "14": { + "Dice": 0.9312935792582057, + "FN": 7411, + "FP": 10365, + "IoU": 0.8714213381555154, + "TN": 1438838, + "TP": 120474, + "n_pred": 130839, + "n_ref": 127885 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12243, + "IoU": 0.0, + "TN": 1564845, + "TP": 0, + "n_pred": 12243, + "n_ref": 0 + }, + "2": { + "Dice": 0.9656236568383049, + "FN": 6252, + "FP": 1746, + "IoU": 0.9335322324626648, + "TN": 1456759, + "TP": 112331, + "n_pred": 114077, + "n_ref": 118583 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1803, + "IoU": 0.0, + "TN": 1575285, + "TP": 0, + "n_pred": 1803, + "n_ref": 0 + }, + "4": { + "Dice": 0.9121133060007455, + "FN": 1437, + "FP": 921, + "IoU": 0.8384267507194737, + "TN": 1562494, + "TP": 12236, + "n_pred": 13157, + "n_ref": 13673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714046998409608, + "FN": 8485, + "FP": 3220, + "IoU": 0.9443993178762962, + "TN": 1366569, + "TP": 198814, + "n_pred": 202034, + "n_ref": 207299 + }, + "7": { + "Dice": 0.9096426817709463, + "FN": 9625, + "FP": 22025, + "IoU": 0.8342610872263213, + "TN": 1386125, + "TP": 159313, + "n_pred": 181338, + "n_ref": 168938 + }, + "8": { + "Dice": 0.9047619047619048, + "FN": 186, + "FP": 2, + "IoU": 0.8260869565217391, + "TN": 1576007, + "TP": 893, + "n_pred": 895, + "n_ref": 1079 + }, + "9": { + "Dice": 0.9530149458855867, + "FN": 757, + "FP": 337, + "IoU": 0.9102469439658709, + "TN": 1564899, + "TP": 11095, + "n_pred": 11432, + "n_ref": 11852 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8881969997169544, + "FN": 394, + "FP": 1, + "IoU": 0.7988798370672098, + "TN": 523732, + "TP": 1569, + "n_pred": 1570, + "n_ref": 1963 + }, + "11": { + "Dice": 0.8478608201668738, + "FN": 364, + "FP": 493, + "IoU": 0.7359013867488444, + "TN": 522451, + "TP": 2388, + "n_pred": 2881, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "13": { + "Dice": 0.7993468054705042, + "FN": 4799, + "FP": 2082, + "IoU": 0.6657599455967358, + "TN": 505109, + "TP": 13706, + "n_pred": 15788, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9644406738577143, + "FN": 1062, + "FP": 405, + "IoU": 0.9313234399138617, + "TN": 504335, + "TP": 19894, + "n_pred": 20299, + "n_ref": 20956 + }, + "3": { + "Dice": 0.75, + "FN": 0, + "FP": 2, + "IoU": 0.6, + "TN": 525691, + "TP": 3, + "n_pred": 5, + "n_ref": 3 + }, + "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": 0.9724904506063149, + "FN": 1465, + "FP": 3814, + "IoU": 0.9464539294843186, + "TN": 427108, + "TP": 93309, + "n_pred": 97123, + "n_ref": 94774 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1302, + "IoU": 0.0, + "TN": 524394, + "TP": 0, + "n_pred": 1302, + "n_ref": 0 + }, + "8": { + "Dice": 0.9730898296334538, + "FN": 597, + "FP": 237, + "IoU": 0.9475900207377616, + "TN": 509783, + "TP": 15079, + "n_pred": 15316, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9596339475993482, + "FN": 1087, + "FP": 845, + "IoU": 0.9224002891914689, + "TN": 500799, + "TP": 22965, + "n_pred": 23810, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797650556069831, + "FN": 1465, + "FP": 1639, + "IoU": 0.9603327752999962, + "TN": 1323605, + "TP": 75147, + "n_pred": 76786, + "n_ref": 76612 + }, + "10": { + "Dice": 0.848757142159496, + "FN": 2657, + "FP": 3537, + "IoU": 0.7372529057436158, + "TN": 1378282, + "TP": 17380, + "n_pred": 20917, + "n_ref": 20037 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 254, + "FP": 0, + "IoU": 0.0, + "TN": 1401602, + "TP": 0, + "n_pred": 0, + "n_ref": 254 + }, + "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": 378, + "IoU": 0.0, + "TN": 1401478, + "TP": 0, + "n_pred": 378, + "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": 0.9792186117081806, + "FN": 1029, + "FP": 3080, + "IoU": 0.9592833714834963, + "TN": 1300939, + "TP": 96808, + "n_pred": 99888, + "n_ref": 97837 + }, + "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": 0.17478991596638654, + "FN": 3, + "FP": 488, + "IoU": 0.09576427255985268, + "TN": 1401313, + "TP": 52, + "n_pred": 540, + "n_ref": 55 + }, + "7": { + "Dice": 0.13589712823650096, + "FN": 4041, + "FP": 507272, + "IoU": 0.07290216129968088, + "TN": 850336, + "TP": 40207, + "n_pred": 547479, + "n_ref": 44248 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 5403, + "FP": 14, + "IoU": 0.0, + "TN": 2097367, + "TP": 0, + "n_pred": 14, + "n_ref": 5403 + }, + "10": { + "Dice": 0.07075519513431323, + "FN": 6156, + "FP": 3011, + "IoU": 0.03667507356031946, + "TN": 2093268, + "TP": 349, + "n_pred": 3360, + "n_ref": 6505 + }, + "11": { + "Dice": 0.650640518741104, + "FN": 1068, + "FP": 1141, + "IoU": 0.48218471636193155, + "TN": 2098518, + "TP": 2057, + "n_pred": 3198, + "n_ref": 3125 + }, + "12": { + "Dice": 0.17341040462427745, + "FN": 18, + "FP": 125, + "IoU": 0.0949367088607595, + "TN": 2102626, + "TP": 15, + "n_pred": 140, + "n_ref": 33 + }, + "13": { + "Dice": 0.36654530536895547, + "FN": 7611, + "FP": 4742, + "IoU": 0.22439881961449112, + "TN": 2086857, + "TP": 3574, + "n_pred": 8316, + "n_ref": 11185 + }, + "14": { + "Dice": 0.2276568358609883, + "FN": 136322, + "FP": 1688, + "IoU": 0.1284496368803284, + "TN": 1944434, + "TP": 20340, + "n_pred": 22028, + "n_ref": 156662 + }, + "15": { + "Dice": 0.6561039764815101, + "FN": 5142, + "FP": 5971, + "IoU": 0.4882103711890946, + "TN": 2081070, + "TP": 10601, + "n_pred": 16572, + "n_ref": 15743 + }, + "2": { + "Dice": 0.7038318313024701, + "FN": 2811, + "FP": 24071, + "IoU": 0.5430096559227526, + "TN": 2043960, + "TP": 31942, + "n_pred": 56013, + "n_ref": 34753 + }, + "3": { + "Dice": 0.7387395838218971, + "FN": 32128, + "FP": 1294, + "IoU": 0.5857153481914867, + "TN": 2022110, + "TP": 47252, + "n_pred": 48546, + "n_ref": 79380 + }, + "4": { + "Dice": 0.6343315344149543, + "FN": 1935, + "FP": 19544, + "IoU": 0.4644842803360842, + "TN": 2062675, + "TP": 18630, + "n_pred": 38174, + "n_ref": 20565 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2102779, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.8954721885213697, + "FN": 14575, + "FP": 33845, + "IoU": 0.8107285115099111, + "TN": 1846961, + "TP": 207403, + "n_pred": 241248, + "n_ref": 221978 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9759580690493372, + "FN": 2439, + "FP": 93, + "IoU": 0.9530450263333581, + "TN": 2048860, + "TP": 51392, + "n_pred": 51485, + "n_ref": 53831 + }, + "9": { + "Dice": 0.8139752799964304, + "FN": 3136, + "FP": 1033, + "IoU": 0.6863054928517682, + "TN": 2089494, + "TP": 9121, + "n_pred": 10154, + "n_ref": 12257 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1051381, + "TP": 0, + "n_pred": 11, + "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": 0.1393596986817326, + "FN": 6, + "FP": 451, + "IoU": 0.07489878542510121, + "TN": 1050898, + "TP": 37, + "n_pred": 488, + "n_ref": 43 + }, + "3": { + "Dice": 0.9658763717731453, + "FN": 2030, + "FP": 2118, + "IoU": 0.9340047412215805, + "TN": 988539, + "TP": 58705, + "n_pred": 60823, + "n_ref": 60735 + }, + "4": { + "Dice": 0.9077007099945386, + "FN": 4, + "FP": 503, + "IoU": 0.831, + "TN": 1048392, + "TP": 2493, + "n_pred": 2996, + "n_ref": 2497 + }, + "5": { + "Dice": 0.7354510441327161, + "FN": 6777, + "FP": 710, + "IoU": 0.5815915949480273, + "TN": 1033498, + "TP": 10407, + "n_pred": 11117, + "n_ref": 17184 + }, + "6": { + "Dice": 0.9860849475741958, + "FN": 2014, + "FP": 1118, + "IoU": 0.9725518377648853, + "TN": 937286, + "TP": 110974, + "n_pred": 112092, + "n_ref": 112988 + }, + "7": { + "Dice": 0.8697129909365559, + "FN": 41, + "FP": 649, + "IoU": 0.7694620781824256, + "TN": 1048399, + "TP": 2303, + "n_pred": 2952, + "n_ref": 2344 + }, + "8": { + "Dice": 0.9654539294652518, + "FN": 2629, + "FP": 532, + "IoU": 0.9332150176417148, + "TN": 1004061, + "TP": 44170, + "n_pred": 44702, + "n_ref": 46799 + }, + "9": { + "Dice": 0.782608695652174, + "FN": 83, + "FP": 42, + "IoU": 0.6428571428571429, + "TN": 1051042, + "TP": 225, + "n_pred": 267, + "n_ref": 308 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560467479674797, + "FN": 593, + "FP": 1483, + "IoU": 0.9157945972256023, + "TN": 851506, + "TP": 22578, + "n_pred": 24061, + "n_ref": 23171 + }, + "10": { + "Dice": 0.447732582519619, + "FN": 16725, + "FP": 1713, + "IoU": 0.28843778944118553, + "TN": 850248, + "TP": 7474, + "n_pred": 9187, + "n_ref": 24199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.589431704885344, + "FN": 1523, + "FP": 536, + "IoU": 0.41786824992931865, + "TN": 872623, + "TP": 1478, + "n_pred": 2014, + "n_ref": 3001 + }, + "13": { + "Dice": 0.5837917222963952, + "FN": 14330, + "FP": 16844, + "IoU": 0.4122216565793691, + "TN": 823123, + "TP": 21863, + "n_pred": 38707, + "n_ref": 36193 + }, + "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": 0.9757524613220816, + "FN": 1357, + "FP": 798, + "IoU": 0.9526529715478413, + "TN": 830645, + "TP": 43360, + "n_pred": 44158, + "n_ref": 44717 + }, + "3": { + "Dice": 0.9619851624456383, + "FN": 939, + "FP": 1290, + "IoU": 0.9267547318611987, + "TN": 845728, + "TP": 28203, + "n_pred": 29493, + "n_ref": 29142 + }, + "4": { + "Dice": 0.882551000198059, + "FN": 836, + "FP": 350, + "IoU": 0.7897908543069834, + "TN": 870518, + "TP": 4456, + "n_pred": 4806, + "n_ref": 5292 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602567831470479, + "FN": 1363, + "FP": 2463, + "IoU": 0.9235518612504247, + "TN": 826113, + "TP": 46221, + "n_pred": 48684, + "n_ref": 47584 + }, + "7": { + "Dice": 0.9442823349789816, + "FN": 18729, + "FP": 3459, + "IoU": 0.8944458980519017, + "TN": 665955, + "TP": 188017, + "n_pred": 191476, + "n_ref": 206746 + }, + "8": { + "Dice": 0.8404070156647476, + "FN": 228, + "FP": 2156, + "IoU": 0.7247431012585152, + "TN": 867499, + "TP": 6277, + "n_pred": 8433, + "n_ref": 6505 + }, + "9": { + "Dice": 0.28210063238933186, + "FN": 6366, + "FP": 1467, + "IoU": 0.16421254801536492, + "TN": 866788, + "TP": 1539, + "n_pred": 3006, + "n_ref": 7905 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9546718049150293, + "FN": 8254, + "FP": 8966, + "IoU": 0.9132747106638867, + "TN": 1728994, + "TP": 181338, + "n_pred": 190304, + "n_ref": 189592 + }, + "10": { + "Dice": 0.9187179744800562, + "FN": 5740, + "FP": 4777, + "IoU": 0.8496561977327635, + "TN": 1857599, + "TP": 59436, + "n_pred": 64213, + "n_ref": 65176 + }, + "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": 0.8061618985308987, + "FN": 1332, + "FP": 1927, + "IoU": 0.6752690314866481, + "TN": 1917516, + "TP": 6777, + "n_pred": 8704, + "n_ref": 8109 + }, + "14": { + "Dice": 0.8842422472448161, + "FN": 149943, + "FP": 1866, + "IoU": 0.7925037895200123, + "TN": 1195929, + "TP": 579814, + "n_pred": 581680, + "n_ref": 729757 + }, + "15": { + "Dice": 0.6480762202636432, + "FN": 37589, + "FP": 3818, + "IoU": 0.47937334188324343, + "TN": 1848019, + "TP": 38126, + "n_pred": 41944, + "n_ref": 75715 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9597324582242209, + "FN": 2614, + "FP": 8319, + "IoU": 0.922582335488348, + "TN": 1786331, + "TP": 130288, + "n_pred": 138607, + "n_ref": 132902 + }, + "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": 0.6381464515700723, + "FN": 12932, + "FP": 14321, + "IoU": 0.4685866937056392, + "TN": 1876268, + "TP": 24031, + "n_pred": 38352, + "n_ref": 36963 + }, + "7": { + "Dice": 0.2742501077193331, + "FN": 1819, + "FP": 107664, + "IoU": 0.1589164854919374, + "TN": 1797383, + "TP": 20686, + "n_pred": 128350, + "n_ref": 22505 + }, + "8": { + "Dice": 0.9263343625937362, + "FN": 148, + "FP": 19, + "IoU": 0.8627773212818406, + "TN": 1926335, + "TP": 1050, + "n_pred": 1069, + "n_ref": 1198 + }, + "9": { + "Dice": 0.9441530391854366, + "FN": 245, + "FP": 117, + "IoU": 0.8942139099941555, + "TN": 1924130, + "TP": 3060, + "n_pred": 3177, + "n_ref": 3305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490094186424164, + "FN": 53, + "FP": 104, + "IoU": 0.9029666254635352, + "TN": 1049774, + "TP": 1461, + "n_pred": 1565, + "n_ref": 1514 + }, + "10": { + "Dice": 0.6507995537374489, + "FN": 106, + "FP": 833, + "IoU": 0.48235942668136716, + "TN": 1049578, + "TP": 875, + "n_pred": 1708, + "n_ref": 981 + }, + "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": 0.9136512607852317, + "FN": 946, + "FP": 1636, + "IoU": 0.8410294298731683, + "TN": 1035150, + "TP": 13660, + "n_pred": 15296, + "n_ref": 14606 + }, + "14": { + "Dice": 0.8898050139275766, + "FN": 339, + "FP": 650, + "IoU": 0.8014853472501003, + "TN": 1046410, + "TP": 3993, + "n_pred": 4643, + "n_ref": 4332 + }, + "15": { + "Dice": 0.6472460447953607, + "FN": 82951, + "FP": 506, + "IoU": 0.47846546099911264, + "TN": 891370, + "TP": 76565, + "n_pred": 77071, + "n_ref": 159516 + }, + "2": { + "Dice": 0.9387755102040817, + "FN": 14, + "FP": 19, + "IoU": 0.8846153846153846, + "TN": 1051106, + "TP": 253, + "n_pred": 272, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1051355, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": 0.7068015835935771, + "FN": 42288, + "FP": 5406, + "IoU": 0.5465530846825948, + "TN": 946211, + "TP": 57487, + "n_pred": 62893, + "n_ref": 99775 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553474245416447, + "FN": 3224, + "FP": 3627, + "IoU": 0.9145121038183179, + "TN": 971252, + "TP": 73289, + "n_pred": 76916, + "n_ref": 76513 + }, + "7": { + "Dice": 0.0021010038129328458, + "FN": 25, + "FP": 51271, + "IoU": 0.0010516066212268745, + "TN": 1000042, + "TP": 54, + "n_pred": 51325, + "n_ref": 79 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9896015842647602, + "FN": 3964, + "FP": 2232, + "IoU": 0.9794171970713688, + "TN": 2502684, + "TP": 294832, + "n_pred": 297064, + "n_ref": 298796 + }, + "10": { + "Dice": 0.737823400020949, + "FN": 113, + "FP": 2390, + "IoU": 0.5845643153526972, + "TN": 2797687, + "TP": 3522, + "n_pred": 5912, + "n_ref": 3635 + }, + "11": { + "Dice": 0.33086876155268025, + "FN": 2115, + "FP": 57, + "IoU": 0.1982281284606866, + "TN": 2801003, + "TP": 537, + "n_pred": 594, + "n_ref": 2652 + }, + "12": { + "Dice": 0.7935573630136986, + "FN": 2148, + "FP": 1710, + "IoU": 0.6577663443626364, + "TN": 2792439, + "TP": 7415, + "n_pred": 9125, + "n_ref": 9563 + }, + "13": { + "Dice": 0.8912972962659085, + "FN": 5513, + "FP": 5881, + "IoU": 0.8039100953429938, + "TN": 2745606, + "TP": 46712, + "n_pred": 52593, + "n_ref": 52225 + }, + "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": 0.9516587134636949, + "FN": 9118, + "FP": 2694, + "IoU": 0.9077756697038547, + "TN": 2675633, + "TP": 116267, + "n_pred": 118961, + "n_ref": 125385 + }, + "3": { + "Dice": 0.9203211859172329, + "FN": 1094, + "FP": 2905, + "IoU": 0.8524027459954233, + "TN": 2776618, + "TP": 23095, + "n_pred": 26000, + "n_ref": 24189 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7903134619008731, + "FN": 11577, + "FP": 1775, + "IoU": 0.653320870332866, + "TN": 2765198, + "TP": 25162, + "n_pred": 26937, + "n_ref": 36739 + }, + "6": { + "Dice": 0.977105814888314, + "FN": 15431, + "FP": 10711, + "IoU": 0.9552364546696758, + "TN": 2219710, + "TP": 557860, + "n_pred": 568571, + "n_ref": 573291 + }, + "7": { + "Dice": 0.8926225214471571, + "FN": 11320, + "FP": 13688, + "IoU": 0.8060688778081937, + "TN": 2674759, + "TP": 103945, + "n_pred": 117633, + "n_ref": 115265 + }, + "8": { + "Dice": 0.9718369062631358, + "FN": 787, + "FP": 419, + "IoU": 0.9452166802943581, + "TN": 2781698, + "TP": 20808, + "n_pred": 21227, + "n_ref": 21595 + }, + "9": { + "Dice": 0.9161702356034992, + "FN": 5362, + "FP": 4010, + "IoU": 0.8453082446150038, + "TN": 2743127, + "TP": 51213, + "n_pred": 55223, + "n_ref": 56575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706498724143547, + "FN": 557, + "FP": 2146, + "IoU": 0.9429734804531741, + "TN": 478297, + "TP": 44696, + "n_pred": 46842, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 525320, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9424350603598103, + "FN": 2803, + "FP": 2099, + "IoU": 0.8911368229363299, + "TN": 480667, + "TP": 40127, + "n_pred": 42226, + "n_ref": 42930 + }, + "15": { + "Dice": 0.548576349642069, + "FN": 309, + "FP": 8078, + "IoU": 0.37795742787213527, + "TN": 512213, + "TP": 5096, + "n_pred": 13174, + "n_ref": 5405 + }, + "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": 0.6906666666666667, + "FN": 1078, + "FP": 314, + "IoU": 0.5274949083503055, + "TN": 522750, + "TP": 1554, + "n_pred": 1868, + "n_ref": 2632 + }, + "7": { + "Dice": 0.7798112117125795, + "FN": 186, + "FP": 957, + "IoU": 0.6390906220397853, + "TN": 522529, + "TP": 2024, + "n_pred": 2981, + "n_ref": 2210 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9419013386306526, + "FN": 13124, + "FP": 2991, + "IoU": 0.8901829035599411, + "TN": 5110216, + "TP": 130629, + "n_pred": 133620, + "n_ref": 143753 + }, + "10": { + "Dice": 0.8463757663180671, + "FN": 818, + "FP": 1738, + "IoU": 0.7336667708658956, + "TN": 5247363, + "TP": 7041, + "n_pred": 8779, + "n_ref": 7859 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4219669718770438, + "FN": 1001, + "FP": 27281, + "IoU": 0.267400595777749, + "TN": 5218355, + "TP": 10323, + "n_pred": 37604, + "n_ref": 11324 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 32147, + "IoU": 0.0, + "TN": 5224813, + "TP": 0, + "n_pred": 32147, + "n_ref": 0 + }, + "15": { + "Dice": 0.5879427320316793, + "FN": 5746, + "FP": 39987, + "IoU": 0.41637314956610516, + "TN": 5178600, + "TP": 32627, + "n_pred": 72614, + "n_ref": 38373 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.960615057907466, + "FN": 792, + "FP": 1211, + "IoU": 0.9242149073023079, + "TN": 5230530, + "TP": 24427, + "n_pred": 25638, + "n_ref": 25219 + }, + "4": { + "Dice": 0.8765656418828888, + "FN": 372, + "FP": 4723, + "IoU": 0.7802553264901233, + "TN": 5233774, + "TP": 18091, + "n_pred": 22814, + "n_ref": 18463 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5085504370223367, + "FN": 3911, + "FP": 450010, + "IoU": 0.34097729460392956, + "TN": 4568181, + "TP": 234858, + "n_pred": 684868, + "n_ref": 238769 + }, + "7": { + "Dice": 0.9587639807449904, + "FN": 15387, + "FP": 12976, + "IoU": 0.9207940976062018, + "TN": 4898868, + "TP": 329729, + "n_pred": 342705, + "n_ref": 345116 + }, + "8": { + "Dice": 0.9362273633134044, + "FN": 171, + "FP": 1301, + "IoU": 0.8801010018734219, + "TN": 5244683, + "TP": 10805, + "n_pred": 12106, + "n_ref": 10976 + }, + "9": { + "Dice": 0.765110215690922, + "FN": 985, + "FP": 6, + "IoU": 0.6195777351247601, + "TN": 5254355, + "TP": 1614, + "n_pred": 1620, + "n_ref": 2599 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8736091219565936, + "FN": 1165, + "FP": 8013, + "IoU": 0.775582561068049, + "TN": 1360959, + "TP": 31719, + "n_pred": 39732, + "n_ref": 32884 + }, + "10": { + "Dice": 0.05506314220723194, + "FN": 11072, + "FP": 13022, + "IoU": 0.02831101790611389, + "TN": 1377060, + "TP": 702, + "n_pred": 13724, + "n_ref": 11774 + }, + "11": { + "Dice": 0.5263157894736842, + "FN": 37, + "FP": 260, + "IoU": 0.35714285714285715, + "TN": 1401394, + "TP": 165, + "n_pred": 425, + "n_ref": 202 + }, + "12": { + "Dice": 0.0, + "FN": 685, + "FP": 0, + "IoU": 0.0, + "TN": 1401171, + "TP": 0, + "n_pred": 0, + "n_ref": 685 + }, + "13": { + "Dice": 0.36552949102713295, + "FN": 4992, + "FP": 15726, + "IoU": 0.2236378625496515, + "TN": 1375170, + "TP": 5968, + "n_pred": 21694, + "n_ref": 10960 + }, + "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": 0.9198346333122526, + "FN": 12571, + "FP": 1119, + "IoU": 0.8515683446997213, + "TN": 1309625, + "TP": 78541, + "n_pred": 79660, + "n_ref": 91112 + }, + "3": { + "Dice": 0.9371553647346046, + "FN": 889, + "FP": 604, + "IoU": 0.8817425742574257, + "TN": 1389231, + "TP": 11132, + "n_pred": 11736, + "n_ref": 12021 + }, + "4": { + "Dice": 0.888581384409523, + "FN": 20495, + "FP": 3902, + "IoU": 0.7995019805723115, + "TN": 1280174, + "TP": 97285, + "n_pred": 101187, + "n_ref": 117780 + }, + "5": { + "Dice": 0.714829304893081, + "FN": 2529, + "FP": 2792, + "IoU": 0.5562135112593828, + "TN": 1389866, + "TP": 6669, + "n_pred": 9461, + "n_ref": 9198 + }, + "6": { + "Dice": 0.941784856166293, + "FN": 13391, + "FP": 22734, + "IoU": 0.8899748426906747, + "TN": 1073522, + "TP": 292209, + "n_pred": 314943, + "n_ref": 305600 + }, + "7": { + "Dice": 0.5422269008086511, + "FN": 6377, + "FP": 12757, + "IoU": 0.37195562266132737, + "TN": 1371390, + "TP": 11332, + "n_pred": 24089, + "n_ref": 17709 + }, + "8": { + "Dice": 0.9517056410615994, + "FN": 3324, + "FP": 2186, + "IoU": 0.9078610725573151, + "TN": 1342055, + "TP": 54291, + "n_pred": 56477, + "n_ref": 57615 + }, + "9": { + "Dice": 0.7311233885819521, + "FN": 964, + "FP": 1372, + "IoU": 0.5761973875181422, + "TN": 1396344, + "TP": 3176, + "n_pred": 4548, + "n_ref": 4140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.01834862385321101, + "FN": 0, + "FP": 428, + "IoU": 0.009259259259259259, + "TN": 700496, + "TP": 4, + "n_pred": 432, + "n_ref": 4 + }, + "14": { + "Dice": 0.9938081629662197, + "FN": 986, + "FP": 704, + "IoU": 0.9876925317700178, + "TN": 563613, + "TP": 135625, + "n_pred": 136329, + "n_ref": 136611 + }, + "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": 0.9775641256121327, + "FN": 2094, + "FP": 4146, + "IoU": 0.9561128967598096, + "TN": 558745, + "TP": 135943, + "n_pred": 140089, + "n_ref": 138037 + }, + "7": { + "Dice": 0.976291920432862, + "FN": 2234, + "FP": 487, + "IoU": 0.9536819528138086, + "TN": 642182, + "TP": 56025, + "n_pred": 56512, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8663328040389235, + "FN": 2342, + "FP": 941, + "IoU": 0.7641861801465307, + "TN": 687006, + "TP": 10639, + "n_pred": 11580, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.8212470349034225, + "FN": 1396, + "FP": 714, + "IoU": 0.6967083513008481, + "TN": 869203, + "TP": 4847, + "n_pred": 5561, + "n_ref": 6243 + }, + "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": 0.8859181374389786, + "FN": 1995, + "FP": 2562, + "IoU": 0.7952002157206418, + "TN": 853909, + "TP": 17694, + "n_pred": 20256, + "n_ref": 19689 + }, + "14": { + "Dice": 0.8703798157026761, + "FN": 1317, + "FP": 6307, + "IoU": 0.7705066072664881, + "TN": 842939, + "TP": 25597, + "n_pred": 31904, + "n_ref": 26914 + }, + "15": { + "Dice": 0.9128880914211757, + "FN": 4225, + "FP": 1698, + "IoU": 0.8397369987553439, + "TN": 839202, + "TP": 31035, + "n_pred": 32733, + "n_ref": 35260 + }, + "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": 0.9760592240068742, + "FN": 1479, + "FP": 332, + "IoU": 0.9532379673621153, + "TN": 837432, + "TP": 36917, + "n_pred": 37249, + "n_ref": 38396 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": 0.9165739710789766, + "FN": 2808, + "FP": 192, + "IoU": 0.8459958932238193, + "TN": 856680, + "TP": 16480, + "n_pred": 16672, + "n_ref": 19288 + }, + "9": { + "Dice": 0.9187543427452467, + "FN": 2410, + "FP": 4021, + "IoU": 0.849718411889795, + "TN": 833367, + "TP": 36362, + "n_pred": 40383, + "n_ref": 38772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.878099173553719, + "FN": 106, + "FP": 12, + "IoU": 0.7826887661141805, + "TN": 1226081, + "TP": 425, + "n_pred": 437, + "n_ref": 531 + }, + "10": { + "Dice": 0.9486020806241873, + "FN": 1035, + "FP": 2127, + "IoU": 0.9022293682941158, + "TN": 1194283, + "TP": 29179, + "n_pred": 31306, + "n_ref": 30214 + }, + "11": { + "Dice": 0.8159810394447266, + "FN": 560, + "FP": 527, + "IoU": 0.6891621389762653, + "TN": 1223127, + "TP": 2410, + "n_pred": 2937, + "n_ref": 2970 + }, + "12": { + "Dice": 0.9123783031988874, + "FN": 210, + "FP": 42, + "IoU": 0.8388746803069054, + "TN": 1225060, + "TP": 1312, + "n_pred": 1354, + "n_ref": 1522 + }, + "13": { + "Dice": 0.9262785791664291, + "FN": 4730, + "FP": 1735, + "IoU": 0.8626805437553101, + "TN": 1179544, + "TP": 40615, + "n_pred": 42350, + "n_ref": 45345 + }, + "14": { + "Dice": 0.9328342369807243, + "FN": 3990, + "FP": 2972, + "IoU": 0.8741230925001808, + "TN": 1171316, + "TP": 48346, + "n_pred": 51318, + "n_ref": 52336 + }, + "15": { + "Dice": 0.8753647519686613, + "FN": 148, + "FP": 6088, + "IoU": 0.7783543628931935, + "TN": 1198489, + "TP": 21899, + "n_pred": 27987, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9679502511360919, + "FN": 231, + "FP": 37, + "IoU": 0.937891077636153, + "TN": 1222309, + "TP": 4047, + "n_pred": 4084, + "n_ref": 4278 + }, + "3": { + "Dice": 0.9684553646726616, + "FN": 1649, + "FP": 1680, + "IoU": 0.9388399992651246, + "TN": 1172193, + "TP": 51102, + "n_pred": 52782, + "n_ref": 52751 + }, + "4": { + "Dice": 0.9719393057576388, + "FN": 88, + "FP": 47, + "IoU": 0.945410432672867, + "TN": 1224151, + "TP": 2338, + "n_pred": 2385, + "n_ref": 2426 + }, + "5": { + "Dice": 0.7368421052631579, + "FN": 0, + "FP": 15, + "IoU": 0.5833333333333334, + "TN": 1226588, + "TP": 21, + "n_pred": 36, + "n_ref": 21 + }, + "6": { + "Dice": 0.9680485428574149, + "FN": 16055, + "FP": 4081, + "IoU": 0.938075658653447, + "TN": 901453, + "TP": 305035, + "n_pred": 309116, + "n_ref": 321090 + }, + "7": { + "Dice": 0.9329533229948168, + "FN": 1282, + "FP": 3517, + "IoU": 0.8743322509688908, + "TN": 1188436, + "TP": 33389, + "n_pred": 36906, + "n_ref": 34671 + }, + "8": { + "Dice": 0.9492832188892905, + "FN": 168, + "FP": 253, + "IoU": 0.9034625085989452, + "TN": 1222263, + "TP": 3940, + "n_pred": 4193, + "n_ref": 4108 + }, + "9": { + "Dice": 0.8965421120851859, + "FN": 2801, + "FP": 4622, + "IoU": 0.8124842115899561, + "TN": 1187038, + "TP": 32163, + "n_pred": 36785, + "n_ref": 34964 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.7069588107604765, + "FN": 3093.3177777777773, + "FP": 4336.875555555555, + "IoU": 0.6184702107846823, + "TN": 930052.228888889, + "TP": 20452.511111111107, + "n_pred": 24789.386666666665, + "n_ref": 23545.828888888886 + }, + "mean": { + "1": { + "Dice": 0.7821573628167359, + "FN": 1879.2, + "FP": 4406.933333333333, + "IoU": 0.7262374195211919, + "TN": 917009.1333333333, + "TP": 34639.666666666664, + "n_pred": 39046.6, + "n_ref": 36518.86666666667 + }, + "10": { + "Dice": 0.7870522846713218, + "FN": 5019.9, + "FP": 2488.0333333333333, + "IoU": 0.6778131524075275, + "TN": 934827.3333333334, + "TP": 15599.666666666666, + "n_pred": 18087.7, + "n_ref": 20619.566666666666 + }, + "11": { + "Dice": 0.6259972341920645, + "FN": 180.4, + "FP": 79.6, + "IoU": 0.501863474479311, + "TN": 957168.2666666667, + "TP": 506.6666666666667, + "n_pred": 586.2666666666667, + "n_ref": 687.0666666666667 + }, + "12": { + "Dice": 0.6004519140295508, + "FN": 305.73333333333335, + "FP": 158.46666666666667, + "IoU": 0.46110588700996286, + "TN": 956889.5333333333, + "TP": 581.2, + "n_pred": 739.6666666666666, + "n_ref": 886.9333333333333 + }, + "13": { + "Dice": 0.6423284593473011, + "FN": 4402.466666666666, + "FP": 1714.2, + "IoU": 0.5093813412837822, + "TN": 944596.1666666666, + "TP": 7222.1, + "n_pred": 8936.3, + "n_ref": 11624.566666666668 + }, + "14": { + "Dice": 0.7248764433073815, + "FN": 1152.1, + "FP": 4006.633333333333, + "IoU": 0.6247369599581966, + "TN": 926153.5, + "TP": 26622.7, + "n_pred": 30629.333333333332, + "n_ref": 27774.8 + }, + "15": { + "Dice": 0.5209798678791555, + "FN": 5070.466666666666, + "FP": 9064.266666666666, + "IoU": 0.4358432898160369, + "TN": 928370.9333333333, + "TP": 15429.266666666666, + "n_pred": 24493.533333333333, + "n_ref": 20499.733333333334 + }, + "2": { + "Dice": 0.6846718508422653, + "FN": 8559.033333333333, + "FP": 2232.3333333333335, + "IoU": 0.613440730409046, + "TN": 936670.6333333333, + "TP": 10472.933333333332, + "n_pred": 12705.266666666666, + "n_ref": 19031.966666666667 + }, + "3": { + "Dice": 0.691963454129553, + "FN": 1062.6333333333334, + "FP": 6764.9, + "IoU": 0.6428105384512486, + "TN": 928802.4333333333, + "TP": 21304.966666666667, + "n_pred": 28069.866666666665, + "n_ref": 22367.6 + }, + "4": { + "Dice": 0.5645877253808429, + "FN": 724.0, + "FP": 1541.9, + "IoU": 0.48687136294313293, + "TN": 949816.5666666667, + "TP": 5852.466666666666, + "n_pred": 7394.366666666667, + "n_ref": 6576.466666666666 + }, + "5": { + "Dice": 0.5535398843943709, + "FN": 229.5, + "FP": 346.26666666666665, + "IoU": 0.4740345438403774, + "TN": 955983.7333333333, + "TP": 1375.4333333333334, + "n_pred": 1721.7, + "n_ref": 1604.9333333333334 + }, + "6": { + "Dice": 0.9111274458425552, + "FN": 6065.8, + "FP": 21836.433333333334, + "IoU": 0.8466148758839817, + "TN": 856227.2333333333, + "TP": 73805.46666666666, + "n_pred": 95641.9, + "n_ref": 79871.26666666666 + }, + "7": { + "Dice": 0.8159575022318252, + "FN": 10282.633333333333, + "FP": 9152.6, + "IoU": 0.7396019377536204, + "TN": 863254.0, + "TP": 75245.7, + "n_pred": 84398.3, + "n_ref": 85528.33333333333 + }, + "8": { + "Dice": 0.9126148179142962, + "FN": 780.6333333333333, + "FP": 471.6, + "IoU": 0.8486401352462962, + "TN": 944682.7666666667, + "TP": 11999.933333333332, + "n_pred": 12471.533333333333, + "n_ref": 12780.566666666668 + }, + "9": { + "Dice": 0.7860759144279277, + "FN": 685.2666666666667, + "FP": 788.9666666666667, + "IoU": 0.6880575127665232, + "TN": 950331.2, + "TP": 6129.5, + "n_pred": 6918.466666666666, + "n_ref": 6814.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9695568835268914, + "FN": 2411, + "FP": 2449, + "IoU": 0.9409125724915198, + "TN": 443445, + "TP": 77391, + "n_pred": 79840, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8832060080279684, + "FN": 328, + "FP": 1476, + "IoU": 0.7908405797101449, + "TN": 517071, + "TP": 6821, + "n_pred": 8297, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6117021276595744, + "FN": 70, + "FP": 76, + "IoU": 0.44061302681992337, + "TN": 525435, + "TP": 115, + "n_pred": 191, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7980033671028148, + "FN": 1381, + "FP": 5458, + "IoU": 0.6638981718104974, + "TN": 505348, + "TP": 13509, + "n_pred": 18967, + "n_ref": 14890 + }, + "15": { + "Dice": 0.878414983360421, + "FN": 18282, + "FP": 570, + "IoU": 0.7831907259177477, + "TN": 438744, + "TP": 68100, + "n_pred": 68670, + "n_ref": 86382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9602444899122012, + "FN": 947, + "FP": 3658, + "IoU": 0.9235291187166841, + "TN": 465477, + "TP": 55614, + "n_pred": 59272, + "n_ref": 56561 + }, + "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": 0.9575116575924141, + "FN": 431, + "FP": 1200, + "IoU": 0.9184866809935529, + "TN": 505687, + "TP": 18378, + "n_pred": 19578, + "n_ref": 18809 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1051358, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "10": { + "Dice": 0.6170457659632776, + "FN": 4541, + "FP": 9433, + "IoU": 0.44617945466074826, + "TN": 1026160, + "TP": 11258, + "n_pred": 20691, + "n_ref": 15799 + }, + "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": 0.6133678984567976, + "FN": 29572, + "FP": 2046, + "IoU": 0.44234364527849307, + "TN": 994694, + "TP": 25080, + "n_pred": 27126, + "n_ref": 54652 + }, + "14": { + "Dice": 0.9185557392343323, + "FN": 3503, + "FP": 6449, + "IoU": 0.8493787174791518, + "TN": 985319, + "TP": 56121, + "n_pred": 62570, + "n_ref": 59624 + }, + "15": { + "Dice": 0.5069469326008201, + "FN": 9926, + "FP": 2459, + "IoU": 0.33953711604095566, + "TN": 1032640, + "TP": 6367, + "n_pred": 8826, + "n_ref": 16293 + }, + "2": { + "Dice": 0.22743887068313587, + "FN": 477, + "FP": 48559, + "IoU": 0.1283108756710634, + "TN": 995138, + "TP": 7218, + "n_pred": 55777, + "n_ref": 7695 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30101, + "IoU": 0.0, + "TN": 1021291, + "TP": 0, + "n_pred": 30101, + "n_ref": 0 + }, + "4": { + "Dice": 0.707712623282301, + "FN": 3848, + "FP": 10318, + "IoU": 0.5476433771873802, + "TN": 1020076, + "TP": 17150, + "n_pred": 27468, + "n_ref": 20998 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8987811530310211, + "FN": 5111, + "FP": 6208, + "IoU": 0.8161694249102691, + "TN": 989819, + "TP": 50254, + "n_pred": 56462, + "n_ref": 55365 + }, + "7": { + "Dice": 0.7668061731624378, + "FN": 9681, + "FP": 50941, + "IoU": 0.6218050694665394, + "TN": 891099, + "TP": 99671, + "n_pred": 150612, + "n_ref": 109352 + }, + "8": { + "Dice": 0.7252747252747253, + "FN": 7, + "FP": 43, + "IoU": 0.5689655172413793, + "TN": 1051276, + "TP": 66, + "n_pred": 109, + "n_ref": 73 + }, + "9": { + "Dice": 0.8267672534227438, + "FN": 1181, + "FP": 3779, + "IoU": 0.7046915932364849, + "TN": 1034596, + "TP": 11836, + "n_pred": 15615, + "n_ref": 13017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.7531098029178398, + "FN": 3497, + "FP": 1326, + "IoU": 0.60399047540849, + "TN": 163053, + "TP": 7356, + "n_pred": 8682, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7499046165585654, + "FN": 2209, + "FP": 413, + "IoU": 0.5998779185106058, + "TN": 168679, + "TP": 3931, + "n_pred": 4344, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9581059953415654, + "FN": 534, + "FP": 779, + "IoU": 0.9195810620444662, + "TN": 158905, + "TP": 15014, + "n_pred": 15793, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8436414930555556, + "FN": 7164, + "FP": 1482, + "IoU": 0.7295674204748053, + "TN": 143261, + "TP": 23325, + "n_pred": 24807, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9490809955149063, + "FN": 310, + "FP": 848, + "IoU": 0.9030962343096234, + "TN": 163282, + "TP": 10792, + "n_pred": 11640, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 700636, + "TP": 0, + "n_pred": 292, + "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": 0.3980310936575394, + "FN": 20382, + "FP": 1998, + "IoU": 0.24846368246079453, + "TN": 671149, + "TP": 7399, + "n_pred": 9397, + "n_ref": 27781 + }, + "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": 0.9588297529785179, + "FN": 2022, + "FP": 3348, + "IoU": 0.9209154369532562, + "TN": 633026, + "TP": 62532, + "n_pred": 65880, + "n_ref": 64554 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9164, + "IoU": 0.0, + "TN": 691764, + "TP": 0, + "n_pred": 9164, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7923614005835765, + "FN": 1633, + "FP": 14307, + "IoU": 0.6561246062907192, + "TN": 654574, + "TP": 30414, + "n_pred": 44721, + "n_ref": 32047 + }, + "7": { + "Dice": 0.2937454642094181, + "FN": 58084, + "FP": 11011, + "IoU": 0.17215805616792867, + "TN": 617464, + "TP": 14369, + "n_pred": 25380, + "n_ref": 72453 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8835128328778867, + "FN": 2169, + "FP": 6527, + "IoU": 0.7913327254403225, + "TN": 834486, + "TP": 32978, + "n_pred": 39505, + "n_ref": 35147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.67170626349892, + "FN": 162, + "FP": 142, + "IoU": 0.5056910569105691, + "TN": 875545, + "TP": 311, + "n_pred": 453, + "n_ref": 473 + }, + "13": { + "Dice": 0.410279131590607, + "FN": 3986, + "FP": 7, + "IoU": 0.25808249721293197, + "TN": 870778, + "TP": 1389, + "n_pred": 1396, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8323699421965318, + "FN": 26, + "FP": 3, + "IoU": 0.7128712871287128, + "TN": 876059, + "TP": 72, + "n_pred": 75, + "n_ref": 98 + }, + "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": 0.9864371212307304, + "FN": 2342, + "FP": 1523, + "IoU": 0.973237222764633, + "TN": 731743, + "TP": 140552, + "n_pred": 142075, + "n_ref": 142894 + }, + "7": { + "Dice": 0.894714489788039, + "FN": 709, + "FP": 2018, + "IoU": 0.809487215313679, + "TN": 861846, + "TP": 11587, + "n_pred": 13605, + "n_ref": 12296 + }, + "8": { + "Dice": 0.8546805349182763, + "FN": 224, + "FP": 265, + "IoU": 0.7462376751427089, + "TN": 874233, + "TP": 1438, + "n_pred": 1703, + "n_ref": 1662 + }, + "9": { + "Dice": 0.8813406613208398, + "FN": 803, + "FP": 514, + "IoU": 0.787854381443299, + "TN": 869952, + "TP": 4891, + "n_pred": 5405, + "n_ref": 5694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8221225710014948, + "FN": 2429, + "FP": 427, + "IoU": 0.6979695431472082, + "TN": 1217168, + "TP": 6600, + "n_pred": 7027, + "n_ref": 9029 + }, + "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": 0.7119297831306333, + "FN": 5945, + "FP": 1374, + "IoU": 0.5527103831815682, + "TN": 1210261, + "TP": 9044, + "n_pred": 10418, + "n_ref": 14989 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 16240, + "IoU": 0.0, + "TN": 1210318, + "TP": 0, + "n_pred": 16240, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27457, + "IoU": 0.0, + "TN": 1199167, + "TP": 0, + "n_pred": 27457, + "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": 0.9185548071034905, + "FN": 22, + "FP": 111, + "IoU": 0.8493771234428086, + "TN": 1225741, + "TP": 750, + "n_pred": 861, + "n_ref": 772 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796314196922515, + "FN": 1498, + "FP": 4971, + "IoU": 0.9600760338943302, + "TN": 1064591, + "TP": 155564, + "n_pred": 160535, + "n_ref": 157062 + }, + "7": { + "Dice": 0.5340148409527269, + "FN": 14113, + "FP": 39767, + "IoU": 0.3642702913171215, + "TN": 1141871, + "TP": 30873, + "n_pred": 70640, + "n_ref": 44986 + }, + "8": { + "Dice": 0.9362241458350188, + "FN": 1046, + "FP": 1319, + "IoU": 0.8800953153518556, + "TN": 1206900, + "TP": 17359, + "n_pred": 18678, + "n_ref": 18405 + }, + "9": { + "Dice": 0.752636815920398, + "FN": 490, + "FP": 753, + "IoU": 0.6033822590938098, + "TN": 1223490, + "TP": 1891, + "n_pred": 2644, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9092940963588964, + "FN": 33666, + "FP": 20472, + "IoU": 0.8336748644372417, + "TN": 1076361, + "TP": 271357, + "n_pred": 291829, + "n_ref": 305023 + }, + "10": { + "Dice": 0.7472044506258693, + "FN": 3576, + "FP": 5512, + "IoU": 0.5964296816022026, + "TN": 1379337, + "TP": 13431, + "n_pred": 18943, + "n_ref": 17007 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.043076923076923075, + "FN": 311, + "FP": 0, + "IoU": 0.0220125786163522, + "TN": 1401538, + "TP": 7, + "n_pred": 7, + "n_ref": 318 + }, + "13": { + "Dice": 0.7931830985915493, + "FN": 3343, + "FP": 3999, + "IoU": 0.657252229120956, + "TN": 1380435, + "TP": 14079, + "n_pred": 18078, + "n_ref": 17422 + }, + "14": { + "Dice": 0.8699557492900073, + "FN": 2493, + "FP": 11290, + "IoU": 0.7698421975452951, + "TN": 1341971, + "TP": 46102, + "n_pred": 57392, + "n_ref": 48595 + }, + "15": { + "Dice": 0.1103638680447402, + "FN": 10811, + "FP": 64591, + "IoU": 0.05840482523508036, + "TN": 1321777, + "TP": 4677, + "n_pred": 69268, + "n_ref": 15488 + }, + "2": { + "Dice": 0.011626677941021034, + "FN": 39, + "FP": 9312, + "IoU": 0.005847331490537955, + "TN": 1392450, + "TP": 55, + "n_pred": 9367, + "n_ref": 94 + }, + "3": { + "Dice": 0.9069675530829131, + "FN": 15969, + "FP": 5452, + "IoU": 0.8297718477077489, + "TN": 1276019, + "TP": 104416, + "n_pred": 109868, + "n_ref": 120385 + }, + "4": { + "Dice": 0.8976671315844781, + "FN": 6759, + "FP": 3953, + "IoU": 0.8143339977467718, + "TN": 1344161, + "TP": 46983, + "n_pred": 50936, + "n_ref": 53742 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8241330217315389, + "FN": 15269, + "FP": 10919, + "IoU": 0.7008726641385297, + "TN": 1314308, + "TP": 61360, + "n_pred": 72279, + "n_ref": 76629 + }, + "7": { + "Dice": 0.9231842531456335, + "FN": 1036, + "FP": 5130, + "IoU": 0.8573279651996853, + "TN": 1358638, + "TP": 37052, + "n_pred": 42182, + "n_ref": 38088 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8077887025255446, + "FN": 286, + "FP": 711, + "IoU": 0.6775549805950841, + "TN": 1398764, + "TP": 2095, + "n_pred": 2806, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617600731670138, + "FN": 6749, + "FP": 777, + "IoU": 0.9263370135463159, + "TN": 598760, + "TP": 94642, + "n_pred": 95419, + "n_ref": 101391 + }, + "10": { + "Dice": 0.8910919233912519, + "FN": 705, + "FP": 2360, + "IoU": 0.8035760061522687, + "TN": 685324, + "TP": 12539, + "n_pred": 14899, + "n_ref": 13244 + }, + "11": { + "Dice": 0.7783576525721589, + "FN": 1080, + "FP": 1001, + "IoU": 0.6371403661726243, + "TN": 695193, + "TP": 3654, + "n_pred": 4655, + "n_ref": 4734 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8312466132390269, + "FN": 5006, + "FP": 911, + "IoU": 0.7112249877989263, + "TN": 680438, + "TP": 14573, + "n_pred": 15484, + "n_ref": 19579 + }, + "14": { + "Dice": 0.39313603254806745, + "FN": 443, + "FP": 18053, + "IoU": 0.2446604320659942, + "TN": 676441, + "TP": 5991, + "n_pred": 24044, + "n_ref": 6434 + }, + "15": { + "Dice": 0.7693146502371735, + "FN": 20415, + "FP": 9202, + "IoU": 0.6251107566897041, + "TN": 621926, + "TP": 49385, + "n_pred": 58587, + "n_ref": 69800 + }, + "2": { + "Dice": 0.959876057565451, + "FN": 1783, + "FP": 1532, + "IoU": 0.9228477668908698, + "TN": 657961, + "TP": 39652, + "n_pred": 41184, + "n_ref": 41435 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 700874, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "4": { + "Dice": 0.5303030303030303, + "FN": 62, + "FP": 0, + "IoU": 0.36082474226804123, + "TN": 700831, + "TP": 35, + "n_pred": 35, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9489709211439543, + "FN": 1362, + "FP": 6505, + "IoU": 0.90289692286804, + "TN": 619911, + "TP": 73150, + "n_pred": 79655, + "n_ref": 74512 + }, + "7": { + "Dice": 0.9388441003169471, + "FN": 1832, + "FP": 1043, + "IoU": 0.8847372008178648, + "TN": 675985, + "TP": 22068, + "n_pred": 23111, + "n_ref": 23900 + }, + "8": { + "Dice": 0.6593406593406593, + "FN": 29, + "FP": 2, + "IoU": 0.4918032786885246, + "TN": 700867, + "TP": 30, + "n_pred": 32, + "n_ref": 59 + }, + "9": { + "Dice": 0.7960687960687961, + "FN": 62, + "FP": 5084, + "IoU": 0.6612244897959184, + "TN": 685738, + "TP": 10044, + "n_pred": 15128, + "n_ref": 10106 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8756152125279643, + "FN": 363, + "FP": 193, + "IoU": 0.77875049741345, + "TN": 1224111, + "TP": 1957, + "n_pred": 2150, + "n_ref": 2320 + }, + "10": { + "Dice": 0.8060196855879708, + "FN": 7390, + "FP": 7923, + "IoU": 0.6750694930719121, + "TN": 1179497, + "TP": 31814, + "n_pred": 39737, + "n_ref": 39204 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7544483985765125, + "FN": 95, + "FP": 43, + "IoU": 0.6057142857142858, + "TN": 1226274, + "TP": 212, + "n_pred": 255, + "n_ref": 307 + }, + "13": { + "Dice": 0.6480371163454676, + "FN": 5308, + "FP": 4554, + "IoU": 0.4793305527691252, + "TN": 1207683, + "TP": 9079, + "n_pred": 13633, + "n_ref": 14387 + }, + "14": { + "Dice": 0.9115420300612358, + "FN": 2694, + "FP": 6840, + "IoU": 0.8374618545101181, + "TN": 1167967, + "TP": 49123, + "n_pred": 55963, + "n_ref": 51817 + }, + "15": { + "Dice": 0.6986119493059747, + "FN": 2423, + "FP": 74, + "IoU": 0.5368206269708774, + "TN": 1221233, + "TP": 2894, + "n_pred": 2968, + "n_ref": 5317 + }, + "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": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 1226484, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "6": { + "Dice": 0.9177481351803928, + "FN": 8538, + "FP": 8752, + "IoU": 0.8479986637245163, + "TN": 1112875, + "TP": 96459, + "n_pred": 105211, + "n_ref": 104997 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45828, + "IoU": 0.0, + "TN": 1180796, + "TP": 0, + "n_pred": 45828, + "n_ref": 0 + }, + "8": { + "Dice": 0.9504344063113744, + "FN": 3267, + "FP": 1200, + "IoU": 0.9055502695845227, + "TN": 1179329, + "TP": 42828, + "n_pred": 44028, + "n_ref": 46095 + }, + "9": { + "Dice": 0.8549499659963081, + "FN": 171, + "FP": 1322, + "IoU": 0.7466485660953673, + "TN": 1220731, + "TP": 4400, + "n_pred": 5722, + "n_ref": 4571 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.927307206068268, + "FN": 193, + "FP": 37, + "IoU": 0.8644667059516794, + "TN": 1049695, + "TP": 1467, + "n_pred": 1504, + "n_ref": 1660 + }, + "10": { + "Dice": 0.6575907236418295, + "FN": 13932, + "FP": 2014, + "IoU": 0.48985859619937294, + "TN": 1020134, + "TP": 15312, + "n_pred": 17326, + "n_ref": 29244 + }, + "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": 0.6667748390935151, + "FN": 5759, + "FP": 402, + "IoU": 0.5001217038539554, + "TN": 1039067, + "TP": 6164, + "n_pred": 6566, + "n_ref": 11923 + }, + "14": { + "Dice": 0.7213811626266823, + "FN": 945, + "FP": 27894, + "IoU": 0.5641878107385188, + "TN": 985219, + "TP": 37334, + "n_pred": 65228, + "n_ref": 38279 + }, + "15": { + "Dice": 0.6918311482495317, + "FN": 30354, + "FP": 1731, + "IoU": 0.5288546255506608, + "TN": 983292, + "TP": 36015, + "n_pred": 37746, + "n_ref": 66369 + }, + "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": 138, + "IoU": 0.0, + "TN": 1051254, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "4": { + "Dice": 0.4036796536796537, + "FN": 935, + "FP": 167, + "IoU": 0.2528813559322034, + "TN": 1049917, + "TP": 373, + "n_pred": 540, + "n_ref": 1308 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8957647077866896, + "FN": 3495, + "FP": 9384, + "IoU": 0.8112081855228825, + "TN": 983174, + "TP": 55339, + "n_pred": 64723, + "n_ref": 58834 + }, + "7": { + "Dice": 0.9467048426703537, + "FN": 37295, + "FP": 10040, + "IoU": 0.8988029956109126, + "TN": 583641, + "TP": 420416, + "n_pred": 430456, + "n_ref": 457711 + }, + "8": { + "Dice": 0.9271543548469781, + "FN": 1099, + "FP": 322, + "IoU": 0.8642010703363915, + "TN": 1040928, + "TP": 9043, + "n_pred": 9365, + "n_ref": 10142 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7794379450661241, + "FN": 1168, + "FP": 5770, + "IoU": 0.6385893629212898, + "TN": 681731, + "TP": 12259, + "n_pred": 18029, + "n_ref": 13427 + }, + "6": { + "Dice": 0.9109045055896413, + "FN": 1074, + "FP": 1293, + "IoU": 0.8363862583811433, + "TN": 686461, + "TP": 12100, + "n_pred": 13393, + "n_ref": 13174 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9482522217520102, + "FN": 2587, + "FP": 3527, + "IoU": 0.9015966007854246, + "TN": 638796, + "TP": 56018, + "n_pred": 59545, + "n_ref": 58605 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809471251304523, + "FN": 1935, + "FP": 1552, + "IoU": 0.9626067001243941, + "TN": 1483836, + "TP": 89765, + "n_pred": 91317, + "n_ref": 91700 + }, + "10": { + "Dice": 0.8962970711297071, + "FN": 6102, + "FP": 3812, + "IoU": 0.8120818090490362, + "TN": 1524331, + "TP": 42843, + "n_pred": 46655, + "n_ref": 48945 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6892109500805152, + "FN": 34, + "FP": 159, + "IoU": 0.5257985257985258, + "TN": 1576681, + "TP": 214, + "n_pred": 373, + "n_ref": 248 + }, + "13": { + "Dice": 0.4454034729315628, + "FN": 4493, + "FP": 17225, + "IoU": 0.28650744111173165, + "TN": 1546649, + "TP": 8721, + "n_pred": 25946, + "n_ref": 13214 + }, + "14": { + "Dice": 0.7512236157846436, + "FN": 1617, + "FP": 4889, + "IoU": 0.601567762875865, + "TN": 1560759, + "TP": 9823, + "n_pred": 14712, + "n_ref": 11440 + }, + "15": { + "Dice": 0.8450087647759124, + "FN": 25908, + "FP": 7160, + "IoU": 0.7316148720487619, + "TN": 1453877, + "TP": 90143, + "n_pred": 97303, + "n_ref": 116051 + }, + "2": { + "Dice": 0.9644501853307874, + "FN": 1098, + "FP": 168, + "IoU": 0.9313411790227236, + "TN": 1558649, + "TP": 17173, + "n_pred": 17341, + "n_ref": 18271 + }, + "3": { + "Dice": 0.9521663568021987, + "FN": 3974, + "FP": 5494, + "IoU": 0.9086999286416848, + "TN": 1473386, + "TP": 94234, + "n_pred": 99728, + "n_ref": 98208 + }, + "4": { + "Dice": 0.9568703944516689, + "FN": 108, + "FP": 290, + "IoU": 0.9173072927488053, + "TN": 1572275, + "TP": 4415, + "n_pred": 4705, + "n_ref": 4523 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832101854109465, + "FN": 3534, + "FP": 4385, + "IoU": 0.9669748568521229, + "TN": 1337301, + "TP": 231868, + "n_pred": 236253, + "n_ref": 235402 + }, + "7": { + "Dice": 0.9722918285134627, + "FN": 13494, + "FP": 737, + "IoU": 0.9460777441392559, + "TN": 1313171, + "TP": 249686, + "n_pred": 250423, + "n_ref": 263180 + }, + "8": { + "Dice": 0.9407023603914796, + "FN": 499, + "FP": 943, + "IoU": 0.8880434782608696, + "TN": 1564208, + "TP": 11438, + "n_pred": 12381, + "n_ref": 11937 + }, + "9": { + "Dice": 0.9135954926098869, + "FN": 1203, + "FP": 1036, + "IoU": 0.8409349246945155, + "TN": 1563012, + "TP": 11837, + "n_pred": 12873, + "n_ref": 13040 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669081898309337, + "FN": 769, + "FP": 1341, + "IoU": 0.9359363614282245, + "TN": 843224, + "TP": 30826, + "n_pred": 32167, + "n_ref": 31595 + }, + "10": { + "Dice": 0.8290324394220498, + "FN": 1362, + "FP": 1679, + "IoU": 0.7079892452467832, + "TN": 865746, + "TP": 7373, + "n_pred": 9052, + "n_ref": 8735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5724172021749876, + "FN": 1248, + "FP": 1347, + "IoU": 0.4009695290858726, + "TN": 871828, + "TP": 1737, + "n_pred": 3084, + "n_ref": 2985 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8301650520896743, + "FN": 5677, + "FP": 4088, + "IoU": 0.7096428890012191, + "TN": 842529, + "TP": 23866, + "n_pred": 27954, + "n_ref": 29543 + }, + "15": { + "Dice": 0.8570504147302782, + "FN": 530, + "FP": 4330, + "IoU": 0.7498584590045808, + "TN": 856731, + "TP": 14569, + "n_pred": 18899, + "n_ref": 15099 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9662970979283537, + "FN": 175, + "FP": 588, + "IoU": 0.934791898128365, + "TN": 864459, + "TP": 10938, + "n_pred": 11526, + "n_ref": 11113 + }, + "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": 0.9571053796159442, + "FN": 27460, + "FP": 2200, + "IoU": 0.9177393007008523, + "TN": 515599, + "TP": 330901, + "n_pred": 333101, + "n_ref": 358361 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.9299016183835107, + "FN": 3307, + "FP": 2614, + "IoU": 0.8689870336770368, + "TN": 655734, + "TP": 39273, + "n_pred": 41887, + "n_ref": 42580 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5375320395459539, + "FN": 1221, + "FP": 42, + "IoU": 0.3675513269904857, + "TN": 698931, + "TP": 734, + "n_pred": 776, + "n_ref": 1955 + }, + "13": { + "Dice": 0.8586754966887418, + "FN": 523, + "FP": 1611, + "IoU": 0.7523500058024835, + "TN": 692311, + "TP": 6483, + "n_pred": 8094, + "n_ref": 7006 + }, + "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": 0.6518518518518519, + "FN": 1, + "FP": 93, + "IoU": 0.4835164835164835, + "TN": 700746, + "TP": 88, + "n_pred": 181, + "n_ref": 89 + }, + "3": { + "Dice": 0.8730964467005076, + "FN": 29, + "FP": 21, + "IoU": 0.7747747747747747, + "TN": 700706, + "TP": 172, + "n_pred": 193, + "n_ref": 201 + }, + "4": { + "Dice": 0.9520061222258664, + "FN": 159, + "FP": 280, + "IoU": 0.908408095138744, + "TN": 696135, + "TP": 4354, + "n_pred": 4634, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9884935201850155, + "FN": 710, + "FP": 1713, + "IoU": 0.9772488262910798, + "TN": 594428, + "TP": 104077, + "n_pred": 105790, + "n_ref": 104787 + }, + "7": { + "Dice": 0.9400968646444048, + "FN": 166, + "FP": 304, + "IoU": 0.886964886964887, + "TN": 696770, + "TP": 3688, + "n_pred": 3992, + "n_ref": 3854 + }, + "8": { + "Dice": 0.9390138611996295, + "FN": 2978, + "FP": 907, + "IoU": 0.8850387642776825, + "TN": 667134, + "TP": 29909, + "n_pred": 30816, + "n_ref": 32887 + }, + "9": { + "Dice": 0.9436212564216925, + "FN": 3158, + "FP": 255, + "IoU": 0.8932603596559813, + "TN": 668953, + "TP": 28562, + "n_pred": 28817, + "n_ref": 31720 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719587358482319, + "FN": 569, + "FP": 1997, + "IoU": 0.9454472011395284, + "TN": 653891, + "TP": 44471, + "n_pred": 46468, + "n_ref": 45040 + }, + "10": { + "Dice": 0.8417932567617636, + "FN": 1918, + "FP": 1498, + "IoU": 0.7268074216250799, + "TN": 688424, + "TP": 9088, + "n_pred": 10586, + "n_ref": 11006 + }, + "11": { + "Dice": 0.790505969300739, + "FN": 858, + "FP": 616, + "IoU": 0.6535840188014101, + "TN": 696673, + "TP": 2781, + "n_pred": 3397, + "n_ref": 3639 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6450031355110883, + "FN": 11988, + "FP": 466, + "IoU": 0.47601817569841803, + "TN": 677160, + "TP": 11314, + "n_pred": 11780, + "n_ref": 23302 + }, + "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": 0.8733691481197237, + "FN": 17, + "FP": 313, + "IoU": 0.7752043596730245, + "TN": 699460, + "TP": 1138, + "n_pred": 1451, + "n_ref": 1155 + }, + "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": 7560, + "IoU": 0.0, + "TN": 693368, + "TP": 0, + "n_pred": 7560, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9550144101323766, + "FN": 5997, + "FP": 6818, + "IoU": 0.913901990029696, + "TN": 552086, + "TP": 136027, + "n_pred": 142845, + "n_ref": 142024 + }, + "7": { + "Dice": 0.8458126793634229, + "FN": 151, + "FP": 3395, + "IoU": 0.7328209764918626, + "TN": 687656, + "TP": 9726, + "n_pred": 13121, + "n_ref": 9877 + }, + "8": { + "Dice": 0.9483039178870948, + "FN": 274, + "FP": 139, + "IoU": 0.9016900737919543, + "TN": 696727, + "TP": 3788, + "n_pred": 3927, + "n_ref": 4062 + }, + "9": { + "Dice": 0.9018548532324869, + "FN": 522, + "FP": 1113, + "IoU": 0.8212528697933749, + "TN": 691781, + "TP": 7512, + "n_pred": 8625, + "n_ref": 8034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9425351886754622, + "FN": 2959, + "FP": 1340, + "IoU": 0.8913158892681077, + "TN": 486141, + "TP": 35256, + "n_pred": 36596, + "n_ref": 38215 + }, + "10": { + "Dice": 0.815657715065999, + "FN": 378, + "FP": 27, + "IoU": 0.6887009992313605, + "TN": 524395, + "TP": 896, + "n_pred": 923, + "n_ref": 1274 + }, + "11": { + "Dice": 0.5663082437275986, + "FN": 102, + "FP": 19, + "IoU": 0.395, + "TN": 525496, + "TP": 79, + "n_pred": 98, + "n_ref": 181 + }, + "12": { + "Dice": 0.21305841924398625, + "FN": 227, + "FP": 2, + "IoU": 0.11923076923076924, + "TN": 525436, + "TP": 31, + "n_pred": 33, + "n_ref": 258 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9162552569025416, + "FN": 618, + "FP": 3046, + "IoU": 0.84545301164164, + "TN": 501988, + "TP": 20044, + "n_pred": 23090, + "n_ref": 20662 + }, + "15": { + "Dice": 0.8402689733754874, + "FN": 5935, + "FP": 4018, + "IoU": 0.7245378058230931, + "TN": 489564, + "TP": 26179, + "n_pred": 30197, + "n_ref": 32114 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9044585987261147, + "FN": 26, + "FP": 169, + "IoU": 0.8255813953488372, + "TN": 524578, + "TP": 923, + "n_pred": 1092, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8304193928992814, + "FN": 1346, + "FP": 235, + "IoU": 0.7100146735143067, + "TN": 520244, + "TP": 3871, + "n_pred": 4106, + "n_ref": 5217 + }, + "6": { + "Dice": 0.9449675705243417, + "FN": 3662, + "FP": 1972, + "IoU": 0.8956763262660865, + "TN": 471691, + "TP": 48371, + "n_pred": 50343, + "n_ref": 52033 + }, + "7": { + "Dice": 0.9446531852915101, + "FN": 2343, + "FP": 279, + "IoU": 0.8951116089287143, + "TN": 500698, + "TP": 22376, + "n_pred": 22655, + "n_ref": 24719 + }, + "8": { + "Dice": 0.9419976238968092, + "FN": 1017, + "FP": 1717, + "IoU": 0.8903549227992781, + "TN": 500761, + "TP": 22201, + "n_pred": 23918, + "n_ref": 23218 + }, + "9": { + "Dice": 0.874964093725635, + "FN": 2739, + "FP": 3355, + "IoU": 0.7777210388094543, + "TN": 498280, + "TP": 21322, + "n_pred": 24677, + "n_ref": 24061 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676119053198969, + "FN": 397, + "FP": 294, + "IoU": 0.9372559702170162, + "TN": 1741307, + "TP": 10322, + "n_pred": 10616, + "n_ref": 10719 + }, + "10": { + "Dice": 0.9031415144010452, + "FN": 978, + "FP": 3989, + "IoU": 0.8233892760631489, + "TN": 1724196, + "TP": 23157, + "n_pred": 27146, + "n_ref": 24135 + }, + "11": { + "Dice": 0.8183611260534337, + "FN": 860, + "FP": 153, + "IoU": 0.6925644916540212, + "TN": 1749025, + "TP": 2282, + "n_pred": 2435, + "n_ref": 3142 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8541331247987488, + "FN": 7548, + "FP": 1965, + "IoU": 0.7454034524287435, + "TN": 1714955, + "TP": 27852, + "n_pred": 29817, + "n_ref": 35400 + }, + "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": 9722, + "IoU": 0.0, + "TN": 1742598, + "TP": 0, + "n_pred": 9722, + "n_ref": 0 + }, + "2": { + "Dice": 0.04692030057393054, + "FN": 224618, + "FP": 894, + "IoU": 0.024023751098185345, + "TN": 1521257, + "TP": 5551, + "n_pred": 6445, + "n_ref": 230169 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24247, + "IoU": 0.0, + "TN": 1728073, + "TP": 0, + "n_pred": 24247, + "n_ref": 0 + }, + "4": { + "Dice": 0.08309098462816784, + "FN": 1090, + "FP": 7738, + "IoU": 0.043346337234503686, + "TN": 1743092, + "TP": 400, + "n_pred": 8138, + "n_ref": 1490 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1752276, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602048857368006, + "FN": 3090, + "FP": 7818, + "IoU": 0.9234558544903373, + "TN": 1609814, + "TP": 131598, + "n_pred": 139416, + "n_ref": 134688 + }, + "7": { + "Dice": 0.9272161669805786, + "FN": 14655, + "FP": 4203, + "IoU": 0.8643084826985761, + "TN": 1613343, + "TP": 120119, + "n_pred": 124322, + "n_ref": 134774 + }, + "8": { + "Dice": 0.9685376725667547, + "FN": 4631, + "FP": 458, + "IoU": 0.9389947134345893, + "TN": 1668901, + "TP": 78330, + "n_pred": 78788, + "n_ref": 82961 + }, + "9": { + "Dice": 0.5987421383647799, + "FN": 938, + "FP": 19, + "IoU": 0.4272890484739677, + "TN": 1750649, + "TP": 714, + "n_pred": 733, + "n_ref": 1652 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__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": 0.6439713867103335, + "FN": 1452, + "FP": 2679, + "IoU": 0.47489513156222196, + "TN": 167365, + "TP": 3736, + "n_pred": 6415, + "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": 0.9627222862732767, + "FN": 676, + "FP": 391, + "IoU": 0.9281239474570563, + "TN": 160387, + "TP": 13778, + "n_pred": 14169, + "n_ref": 14454 + }, + "9": { + "Dice": 0.9171063829787234, + "FN": 320, + "FP": 167, + "IoU": 0.8469034894687205, + "TN": 172051, + "TP": 2694, + "n_pred": 2861, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8730893531956518, + "FN": 5942, + "FP": 101223, + "IoU": 0.7747636031938527, + "TN": 3379315, + "TP": 368624, + "n_pred": 469847, + "n_ref": 374566 + }, + "10": { + "Dice": 0.9001752460815303, + "FN": 7890, + "FP": 4300, + "IoU": 0.8184715272813915, + "TN": 3787952, + "TP": 54962, + "n_pred": 59262, + "n_ref": 62852 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 3854908, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7574369071057813, + "FN": 6254, + "FP": 7298, + "IoU": 0.6095762150326985, + "TN": 3820393, + "TP": 21159, + "n_pred": 28457, + "n_ref": 27413 + }, + "14": { + "Dice": 0.9270786100004123, + "FN": 2137, + "FP": 3170, + "IoU": 0.8640694636545259, + "TN": 3816062, + "TP": 33735, + "n_pred": 36905, + "n_ref": 35872 + }, + "15": { + "Dice": 0.07464331456825425, + "FN": 1677, + "FP": 29390, + "IoU": 0.03876856435643564, + "TN": 3822784, + "TP": 1253, + "n_pred": 30643, + "n_ref": 2930 + }, + "2": { + "Dice": 0.902146605183654, + "FN": 1139, + "FP": 1938, + "IoU": 0.8217368634493946, + "TN": 3837843, + "TP": 14184, + "n_pred": 16122, + "n_ref": 15323 + }, + "3": { + "Dice": 0.050634157546720925, + "FN": 231, + "FP": 57630, + "IoU": 0.025974681839606762, + "TN": 3795700, + "TP": 1543, + "n_pred": 59173, + "n_ref": 1774 + }, + "4": { + "Dice": 0.8496385101125652, + "FN": 108, + "FP": 1535, + "IoU": 0.7385839299920446, + "TN": 3848819, + "TP": 4642, + "n_pred": 6177, + "n_ref": 4750 + }, + "5": { + "Dice": 0.8516336368505624, + "FN": 3034, + "FP": 2783, + "IoU": 0.7416044776119403, + "TN": 3832592, + "TP": 16695, + "n_pred": 19478, + "n_ref": 19729 + }, + "6": { + "Dice": 0.615025908246608, + "FN": 112589, + "FP": 547528, + "IoU": 0.44407033453454614, + "TN": 2667693, + "TP": 527294, + "n_pred": 1074822, + "n_ref": 639883 + }, + "7": { + "Dice": 0.5886052240246104, + "FN": 25212, + "FP": 83511, + "IoU": 0.41703797834864154, + "TN": 3668603, + "TP": 77778, + "n_pred": 161289, + "n_ref": 102990 + }, + "8": { + "Dice": 0.9830420577710937, + "FN": 379, + "FP": 275, + "IoU": 0.966649668536461, + "TN": 3835494, + "TP": 18956, + "n_pred": 19231, + "n_ref": 19335 + }, + "9": { + "Dice": 0.9011459513915124, + "FN": 2053, + "FP": 2657, + "IoU": 0.8200779280311712, + "TN": 3828926, + "TP": 21468, + "n_pred": 24125, + "n_ref": 23521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1927531, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "10": { + "Dice": 0.8722363911044689, + "FN": 1850, + "FP": 6015, + "IoU": 0.7734212952293155, + "TN": 1892840, + "TP": 26847, + "n_pred": 32862, + "n_ref": 28697 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6515901060070671, + "FN": 729, + "FP": 750, + "IoU": 0.4832285115303983, + "TN": 1924690, + "TP": 1383, + "n_pred": 2133, + "n_ref": 2112 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.286527514231499, + "FN": 738, + "FP": 14, + "IoU": 0.1672203765227021, + "TN": 1926649, + "TP": 151, + "n_pred": 165, + "n_ref": 889 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 97012, + "IoU": 0.0, + "TN": 1830540, + "TP": 0, + "n_pred": 97012, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.85740153915799, + "FN": 74, + "FP": 241, + "IoU": 0.7503961965134707, + "TN": 1926290, + "TP": 947, + "n_pred": 1188, + "n_ref": 1021 + }, + "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": 0.8269438180213746, + "FN": 1019, + "FP": 746, + "IoU": 0.7049481778669341, + "TN": 1921570, + "TP": 4217, + "n_pred": 4963, + "n_ref": 5236 + }, + "7": { + "Dice": 0.9892210026383222, + "FN": 3158, + "FP": 2525, + "IoU": 0.9786719008016332, + "TN": 1661096, + "TP": 260773, + "n_pred": 263298, + "n_ref": 263931 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 50, + "FP": 0, + "IoU": 0.0, + "TN": 1927502, + "TP": 0, + "n_pred": 0, + "n_ref": 50 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.0, + "FN": 0, + "FP": 1787, + "IoU": 0.0, + "TN": 699141, + "TP": 0, + "n_pred": 1787, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7884954193093728, + "FN": 1509, + "FP": 46511, + "IoU": 0.6508398167672508, + "TN": 563398, + "TP": 89510, + "n_pred": 136021, + "n_ref": 91019 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758690580901755, + "FN": 397, + "FP": 234, + "IoU": 0.9528752800597461, + "TN": 687538, + "TP": 12759, + "n_pred": 12993, + "n_ref": 13156 + }, + "10": { + "Dice": 0.909058231488138, + "FN": 2609, + "FP": 933, + "IoU": 0.8332784184514004, + "TN": 679683, + "TP": 17703, + "n_pred": 18636, + "n_ref": 20312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.862200488997555, + "FN": 912, + "FP": 497, + "IoU": 0.7577789238439058, + "TN": 695111, + "TP": 4408, + "n_pred": 4905, + "n_ref": 5320 + }, + "13": { + "Dice": 0.29218843172331543, + "FN": 1187, + "FP": 0, + "IoU": 0.17108938547486033, + "TN": 699496, + "TP": 245, + "n_pred": 245, + "n_ref": 1432 + }, + "14": { + "Dice": 0.7691385408548648, + "FN": 419, + "FP": 3432, + "IoU": 0.6248782388466784, + "TN": 690662, + "TP": 6415, + "n_pred": 9847, + "n_ref": 6834 + }, + "15": { + "Dice": 0.9389840182648402, + "FN": 9992, + "FP": 2836, + "IoU": 0.8849857442573565, + "TN": 589394, + "TP": 98706, + "n_pred": 101542, + "n_ref": 108698 + }, + "2": { + "Dice": 0.9772596906384592, + "FN": 2751, + "FP": 1927, + "IoU": 0.9555306285410091, + "TN": 595732, + "TP": 100518, + "n_pred": 102445, + "n_ref": 103269 + }, + "3": { + "Dice": 0.9726657064934269, + "FN": 651, + "FP": 1133, + "IoU": 0.946785980611484, + "TN": 667403, + "TP": 31741, + "n_pred": 32874, + "n_ref": 32392 + }, + "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": 0.908695652173913, + "FN": 34, + "FP": 8, + "IoU": 0.8326693227091634, + "TN": 700677, + "TP": 209, + "n_pred": 217, + "n_ref": 243 + }, + "7": { + "Dice": 0.9509782369751594, + "FN": 1865, + "FP": 811, + "IoU": 0.9065381391450126, + "TN": 672296, + "TP": 25956, + "n_pred": 26767, + "n_ref": 27821 + }, + "8": { + "Dice": 0.9015300117693213, + "FN": 442, + "FP": 60, + "IoU": 0.8207142857142857, + "TN": 698128, + "TP": 2298, + "n_pred": 2358, + "n_ref": 2740 + }, + "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_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/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": 0.7878257827531923, + "FN": 1993, + "FP": 1646, + "IoU": 0.6499278499278499, + "TN": 690533, + "TP": 6756, + "n_pred": 8402, + "n_ref": 8749 + }, + "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": 0.8169874935640851, + "FN": 9655, + "FP": 1364, + "IoU": 0.6905992025607907, + "TN": 665314, + "TP": 24595, + "n_pred": 25959, + "n_ref": 34250 + }, + "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": 0.1927550681289465, + "FN": 2418, + "FP": 11, + "IoU": 0.10665685913938948, + "TN": 698209, + "TP": 290, + "n_pred": 301, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9654999386715135, + "FN": 1827, + "FP": 4361, + "IoU": 0.9333009970358394, + "TN": 608153, + "TP": 86587, + "n_pred": 90948, + "n_ref": 88414 + }, + "7": { + "Dice": 0.8497958121992457, + "FN": 56144, + "FP": 1602, + "IoU": 0.7388216989751151, + "TN": 479830, + "TP": 163352, + "n_pred": 164954, + "n_ref": 219496 + }, + "8": { + "Dice": 0.826186789127997, + "FN": 3157, + "FP": 98, + "IoU": 0.7038486034027841, + "TN": 689937, + "TP": 7736, + "n_pred": 7834, + "n_ref": 10893 + }, + "9": { + "Dice": 0.8406238113351084, + "FN": 1260, + "FP": 416, + "IoU": 0.7250656167979003, + "TN": 694832, + "TP": 4420, + "n_pred": 4836, + "n_ref": 5680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.859945215163029, + "FN": 592, + "FP": 993, + "IoU": 0.7543016586575725, + "TN": 168781, + "TP": 4866, + "n_pred": 5859, + "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": 0.8470985281709946, + "FN": 2085, + "FP": 1177, + "IoU": 0.7347536184745487, + "TN": 162934, + "TP": 9036, + "n_pred": 10213, + "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": 0.775, + "FN": 21, + "FP": 69, + "IoU": 0.6326530612244898, + "TN": 174987, + "TP": 155, + "n_pred": 224, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8882698388796868, + "FN": 2338, + "FP": 630, + "IoU": 0.7989976974129758, + "TN": 160466, + "TP": 11798, + "n_pred": 12428, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560783181796315, + "FN": 939, + "FP": 5452, + "IoU": 0.9158525345622119, + "TN": 99282, + "TP": 69559, + "n_pred": 75011, + "n_ref": 70498 + }, + "7": { + "Dice": 0.6779661016949152, + "FN": 4, + "FP": 15, + "IoU": 0.5128205128205128, + "TN": 175193, + "TP": 20, + "n_pred": 35, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.48, + "FN": 12, + "FP": 14, + "IoU": 0.3157894736842105, + "TN": 175194, + "TP": 12, + "n_pred": 26, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7305263157894737, + "FN": 5, + "FP": 251, + "IoU": 0.5754560530679934, + "TN": 349861, + "TP": 347, + "n_pred": 598, + "n_ref": 352 + }, + "10": { + "Dice": 0.9092830100079241, + "FN": 1541, + "FP": 1550, + "IoU": 0.8336562264557098, + "TN": 331882, + "TP": 15491, + "n_pred": 17041, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8483672809569996, + "FN": 397, + "FP": 541, + "IoU": 0.7366647950589557, + "TN": 346902, + "TP": 2624, + "n_pred": 3165, + "n_ref": 3021 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7981680155593199, + "FN": 1946, + "FP": 1271, + "IoU": 0.6641261223637502, + "TN": 340886, + "TP": 6361, + "n_pred": 7632, + "n_ref": 8307 + }, + "15": { + "Dice": 0.8873674434677437, + "FN": 4564, + "FP": 5866, + "IoU": 0.7975386287755261, + "TN": 298948, + "TP": 41086, + "n_pred": 46952, + "n_ref": 45650 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9677817807514153, + "FN": 208, + "FP": 105, + "IoU": 0.9375747905863582, + "TN": 345450, + "TP": 4701, + "n_pred": 4806, + "n_ref": 4909 + }, + "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": 0.9607275108950298, + "FN": 1186, + "FP": 373, + "IoU": 0.9244231142136902, + "TN": 329836, + "TP": 19069, + "n_pred": 19442, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9738866089071287, + "FN": 394, + "FP": 465, + "IoU": 0.9491023286129051, + "TN": 333587, + "TP": 16018, + "n_pred": 16483, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46153846153846156, + "FN": 0, + "FP": 14, + "IoU": 0.3, + "TN": 700908, + "TP": 6, + "n_pred": 20, + "n_ref": 6 + }, + "10": { + "Dice": 0.8265263059176592, + "FN": 7956, + "FP": 6842, + "IoU": 0.7043415715969711, + "TN": 650877, + "TP": 35253, + "n_pred": 42095, + "n_ref": 43209 + }, + "11": { + "Dice": 0.602203182374541, + "FN": 139, + "FP": 186, + "IoU": 0.4308231173380035, + "TN": 700357, + "TP": 246, + "n_pred": 432, + "n_ref": 385 + }, + "12": { + "Dice": 0.6006600660066007, + "FN": 1557, + "FP": 742, + "IoU": 0.42924528301886794, + "TN": 696900, + "TP": 1729, + "n_pred": 2471, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6680166415080446, + "FN": 7272, + "FP": 1745, + "IoU": 0.5015202609320581, + "TN": 682839, + "TP": 9072, + "n_pred": 10817, + "n_ref": 16344 + }, + "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": 0.9213836477987422, + "FN": 226, + "FP": 24, + "IoU": 0.8542274052478134, + "TN": 699213, + "TP": 1465, + "n_pred": 1489, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9750121092970909, + "FN": 504, + "FP": 373, + "IoU": 0.9512425640740535, + "TN": 682941, + "TP": 17110, + "n_pred": 17483, + "n_ref": 17614 + }, + "4": { + "Dice": 0.6951583980872684, + "FN": 912, + "FP": 108, + "IoU": 0.532753092075126, + "TN": 698745, + "TP": 1163, + "n_pred": 1271, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9163802262358602, + "FN": 684, + "FP": 1992, + "IoU": 0.8456658400138416, + "TN": 683589, + "TP": 14663, + "n_pred": 16655, + "n_ref": 15347 + }, + "7": { + "Dice": 0.9357382596119737, + "FN": 18713, + "FP": 4837, + "IoU": 0.8792369622070663, + "TN": 505918, + "TP": 171460, + "n_pred": 176297, + "n_ref": 190173 + }, + "8": { + "Dice": 0.9617722823286965, + "FN": 168, + "FP": 574, + "IoU": 0.926359666534339, + "TN": 690852, + "TP": 9334, + "n_pred": 9908, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9383097239897357, + "FN": 1290, + "FP": 1667, + "IoU": 0.883788563568481, + "TN": 675483, + "TP": 22488, + "n_pred": 24155, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5474772703963126, + "FN": 73554, + "FP": 1453, + "IoU": 0.37691476989533146, + "TN": 2508100, + "TP": 45373, + "n_pred": 46826, + "n_ref": 118927 + }, + "11": { + "Dice": 0.8262444653159802, + "FN": 2373, + "FP": 217, + "IoU": 0.7039323273891175, + "TN": 2619732, + "TP": 6158, + "n_pred": 6375, + "n_ref": 8531 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9448049941281909, + "FN": 316, + "FP": 577, + "IoU": 0.8953842549203374, + "TN": 2619944, + "TP": 7643, + "n_pred": 8220, + "n_ref": 7959 + }, + "14": { + "Dice": 0.9820159633246274, + "FN": 9886, + "FP": 8065, + "IoU": 0.964667350316992, + "TN": 2120423, + "TP": 490106, + "n_pred": 498171, + "n_ref": 499992 + }, + "15": { + "Dice": 0.7578512929644676, + "FN": 11297, + "FP": 3723, + "IoU": 0.6101131762018482, + "TN": 2589956, + "TP": 23504, + "n_pred": 27227, + "n_ref": 34801 + }, + "2": { + "Dice": 0.9047391744204272, + "FN": 24601, + "FP": 2141, + "IoU": 0.8260490590829556, + "TN": 2474747, + "TP": 126991, + "n_pred": 129132, + "n_ref": 151592 + }, + "3": { + "Dice": 0.9147421363661364, + "FN": 5000, + "FP": 22902, + "IoU": 0.8428799891882152, + "TN": 2450896, + "TP": 149682, + "n_pred": 172584, + "n_ref": 154682 + }, + "4": { + "Dice": 0.9576970436263622, + "FN": 2961, + "FP": 4391, + "IoU": 0.9188279067713336, + "TN": 2537907, + "TP": 83221, + "n_pred": 87612, + "n_ref": 86182 + }, + "5": { + "Dice": 0.8597483315502573, + "FN": 1337, + "FP": 1416, + "IoU": 0.7539987489947279, + "TN": 2617289, + "TP": 8438, + "n_pred": 9854, + "n_ref": 9775 + }, + "6": { + "Dice": 0.9584295432054835, + "FN": 7567, + "FP": 8438, + "IoU": 0.9201773504166937, + "TN": 2427973, + "TP": 184502, + "n_pred": 192940, + "n_ref": 192069 + }, + "7": { + "Dice": 0.943604486221701, + "FN": 13583, + "FP": 1326, + "IoU": 0.8932303042889779, + "TN": 2488843, + "TP": 124728, + "n_pred": 126054, + "n_ref": 138311 + }, + "8": { + "Dice": 0.9541588423726941, + "FN": 235, + "FP": 595, + "IoU": 0.9123362906632868, + "TN": 2619012, + "TP": 8638, + "n_pred": 9233, + "n_ref": 8873 + }, + "9": { + "Dice": 0.9198505603985057, + "FN": 4020, + "FP": 807, + "IoU": 0.8515956465596753, + "TN": 2595954, + "TP": 27699, + "n_pred": 28506, + "n_ref": 31719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2955188/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset552_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe33__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7158441180232247, + "FN": 4761.0888888888885, + "FP": 4484.532444444444, + "IoU": 0.6298496803019875, + "TN": 1134096.1, + "TP": 24871.612, + "n_pred": 29356.144444444442, + "n_ref": 29632.700888888892 + }, + "mean": { + "1": { + "Dice": 0.7831444830136776, + "FN": 2831.326666666667, + "FP": 2856.5066666666667, + "IoU": 0.7296889324005691, + "TN": 1129649.566666667, + "TP": 32875.933333333334, + "n_pred": 35732.44, + "n_ref": 35707.26 + }, + "10": { + "Dice": 0.727200989393191, + "FN": 3961.7066666666665, + "FP": 2881.4466666666667, + "IoU": 0.6216559521129568, + "TN": 1147168.24, + "TP": 14201.939999999999, + "n_pred": 17083.386666666665, + "n_ref": 18163.646666666664 + }, + "11": { + "Dice": 0.5428678546430165, + "FN": 234.49333333333334, + "FP": 150.82, + "IoU": 0.4327455517908426, + "TN": 1167253.2733333332, + "TP": 574.7466666666667, + "n_pred": 725.5666666666666, + "n_ref": 809.24 + }, + "12": { + "Dice": 0.48804219862971954, + "FN": 349.7133333333333, + "FP": 231.90666666666667, + "IoU": 0.3812596215085176, + "TN": 1166946.52, + "TP": 685.1933333333333, + "n_pred": 917.1, + "n_ref": 1034.9066666666668 + }, + "13": { + "Dice": 0.6652028765317306, + "FN": 4319.653333333334, + "FP": 3981.5466666666666, + "IoU": 0.5426809897968503, + "TN": 1149648.7, + "TP": 10263.433333333332, + "n_pred": 14244.98, + "n_ref": 14583.086666666666 + }, + "14": { + "Dice": 0.6841962312642919, + "FN": 4167.44, + "FP": 6942.18, + "IoU": 0.6078617994281642, + "TN": 1131078.5333333334, + "TP": 26025.18, + "n_pred": 32967.36, + "n_ref": 30192.620000000003 + }, + "15": { + "Dice": 0.6405955927047676, + "FN": 3482.213333333333, + "FP": 4867.139999999999, + "IoU": 0.5464538044821113, + "TN": 1145538.5066666666, + "TP": 14325.473333333333, + "n_pred": 19192.61333333333, + "n_ref": 17807.68666666667 + }, + "2": { + "Dice": 0.7764901539413607, + "FN": 4282.9400000000005, + "FP": 2816.5333333333338, + "IoU": 0.7148674329620434, + "TN": 1136990.08, + "TP": 24123.78, + "n_pred": 26940.313333333335, + "n_ref": 28406.72 + }, + "3": { + "Dice": 0.7714039808565829, + "FN": 8091.606666666667, + "FP": 3424.8866666666668, + "IoU": 0.7147632883395136, + "TN": 1133744.3066666669, + "TP": 22952.533333333336, + "n_pred": 26377.420000000002, + "n_ref": 31044.140000000003 + }, + "4": { + "Dice": 0.6667488207491468, + "FN": 2048.913333333333, + "FP": 2018.3466666666664, + "IoU": 0.5764229798518485, + "TN": 1155942.3933333333, + "TP": 8203.68, + "n_pred": 10222.026666666667, + "n_ref": 10252.593333333334 + }, + "5": { + "Dice": 0.6291419136214234, + "FN": 708.9399999999999, + "FP": 573.28, + "IoU": 0.5226299469158875, + "TN": 1164902.8266666667, + "TP": 2028.2866666666669, + "n_pred": 2601.5666666666666, + "n_ref": 2737.226666666667 + }, + "6": { + "Dice": 0.9008956517693747, + "FN": 23519.633333333335, + "FP": 16703.106666666667, + "IoU": 0.8383504815335037, + "TN": 1001472.1466666665, + "TP": 126518.44666666666, + "n_pred": 143221.55333333334, + "n_ref": 150038.08000000002 + }, + "7": { + "Dice": 0.7483911383638617, + "FN": 11064.486666666668, + "FP": 17387.733333333337, + "IoU": 0.6623556370675939, + "TN": 1073740.0066666666, + "TP": 66021.10666666666, + "n_pred": 83408.84, + "n_ref": 77085.59333333334 + }, + "8": { + "Dice": 0.8904452268740993, + "FN": 909.5666666666666, + "FP": 1003.2266666666668, + "IoU": 0.8303285460455486, + "TN": 1151827.0466666666, + "TP": 14473.493333333332, + "n_pred": 15476.720000000001, + "n_ref": 15383.060000000001 + }, + "9": { + "Dice": 0.8228946579921276, + "FN": 1443.7, + "FP": 1429.3266666666666, + "IoU": 0.7256802402938606, + "TN": 1155539.3533333333, + "TP": 9800.953333333333, + "n_pred": 11230.280000000002, + "n_ref": 11244.653333333332 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_000/summary.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62671a68dad25bf79cd3ec8af67520ba129a7686 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.4415201338640879, + "FN": 68715.60266666666, + "FP": 48953.793333333335, + "IoU": 0.32993819800823443, + "TN": 96221416.51599999, + "TP": 117874.92800000001, + "n_pred": 166828.7213333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5729692734632394, + "FN": 81827.54, + "FP": 64687.58, + "IoU": 0.42983973829173905, + "TN": 96197985.12, + "TP": 112460.6, + "n_pred": 177148.18, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.38919655314810986, + "FN": 44327.08, + "FP": 35419.78, + "IoU": 0.2621013702884409, + "TN": 96347318.5, + "TP": 29895.48, + "n_pred": 65315.26, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.3283646731188903, + "FN": 2762.2, + "FP": 270.18, + "IoU": 0.2187016305975063, + "TN": 96452990.28, + "TP": 938.18, + "n_pred": 1208.36, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.05695339435525401, + "FN": 4097.94, + "FP": 27.7, + "IoU": 0.033293597493803846, + "TN": 96452696.48, + "TP": 138.72, + "n_pred": 166.42, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3181139780351979, + "FN": 42613.08, + "FP": 14314.6, + "IoU": 0.20463259315135165, + "TN": 96384788.1, + "TP": 15245.06, + "n_pred": 29559.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5978941750346075, + "FN": 38055.64, + "FP": 102995.88, + "IoU": 0.48282717964338917, + "TN": 96215606.82, + "TP": 100302.5, + "n_pred": 203298.38, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3442739246099528, + "FN": 34227.74, + "FP": 33397.96, + "IoU": 0.2294029800993062, + "TN": 96369515.84, + "TP": 19819.3, + "n_pred": 53217.26, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.27978550633330174, + "FN": 107591.9, + "FP": 40573.02, + "IoU": 0.20636191542867668, + "TN": 96259546.12, + "TP": 49249.8, + "n_pred": 89822.82, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5401798026451147, + "FN": 65753.96, + "FP": 86123.0, + "IoU": 0.39013429673918487, + "TN": 96207435.26, + "TP": 97648.62, + "n_pred": 183771.62, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3731575622223728, + "FN": 19155.64, + "FP": 2216.28, + "IoU": 0.2825093529719861, + "TN": 96428167.06, + "TP": 7421.86, + "n_pred": 9638.14, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.19087699417816256, + "FN": 15592.06, + "FP": 413.84, + "IoU": 0.12039419775849276, + "TN": 96439394.84, + "TP": 1560.1, + "n_pred": 1973.94, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8053348141145912, + "FN": 277610.06, + "FP": 225222.22, + "IoU": 0.6886229316210394, + "TN": 94872515.0, + "TP": 1081613.56, + "n_pred": 1306835.78, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.413564598127282, + "FN": 224069.86, + "FP": 86101.94, + "IoU": 0.28319614196922716, + "TN": 96031934.24, + "TP": 114854.8, + "n_pred": 200956.74, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7359499171776605, + "FN": 43620.4, + "FP": 28293.62, + "IoU": 0.5940078664192449, + "TN": 96296298.04, + "TP": 88748.78, + "n_pred": 117042.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6761868413975818, + "FN": 29428.94, + "FP": 14249.3, + "IoU": 0.5230471776501278, + "TN": 96365056.04, + "TP": 48226.56, + "n_pred": 62475.86, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6575594833159387, + "FN": 14880, + "FP": 66163, + "IoU": 0.489823925264238, + "TN": 119434467, + "TP": 77810, + "n_pred": 143973, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5307173066263734, + "FN": 40387, + "FP": 21418, + "IoU": 0.36120843798125124, + "TN": 119496567, + "TP": 34948, + "n_pred": 56366, + "n_ref": 75335 + }, + "11": { + "Dice": 0.31405714285714287, + "FN": 2859, + "FP": 142, + "IoU": 0.18627982646420824, + "TN": 119589632, + "TP": 687, + "n_pred": 829, + "n_ref": 3546 + }, + "12": { + "Dice": 0.3545586107091172, + "FN": 3485, + "FP": 83, + "IoU": 0.2154793315743184, + "TN": 119588772, + "TP": 980, + "n_pred": 1063, + "n_ref": 4465 + }, + "13": { + "Dice": 0.29114634334187856, + "FN": 39526, + "FP": 24901, + "IoU": 0.17037523500476448, + "TN": 119515662, + "TP": 13231, + "n_pred": 38132, + "n_ref": 52757 + }, + "14": { + "Dice": 0.26332037704561356, + "FN": 202705, + "FP": 47853, + "IoU": 0.15162288632008072, + "TN": 119297982, + "TP": 44780, + "n_pred": 92633, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 133757, + "IoU": 0.0, + "TN": 119426700, + "TP": 0, + "n_pred": 133757, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 4491, + "IoU": 0.0, + "TN": 119448031, + "TP": 0, + "n_pred": 4491, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7049942293097177, + "FN": 13392, + "FP": 117990, + "IoU": 0.5443946623758531, + "TN": 119304952, + "TP": 156986, + "n_pred": 274976, + "n_ref": 170378 + }, + "4": { + "Dice": 0.11759005789868941, + "FN": 72850, + "FP": 0, + "IoU": 0.062467826624112016, + "TN": 119515616, + "TP": 4854, + "n_pred": 4854, + "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": 0.8931695675177453, + "FN": 167355, + "FP": 75349, + "IoU": 0.8069615194033484, + "TN": 118336037, + "TP": 1014579, + "n_pred": 1089928, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 94957, + "IoU": 0.0, + "TN": 119498363, + "TP": 0, + "n_pred": 94957, + "n_ref": 0 + }, + "8": { + "Dice": 0.5974455852156058, + "FN": 141026, + "FP": 55018, + "IoU": 0.4259696300677555, + "TN": 119251798, + "TP": 145478, + "n_pred": 200496, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6172813005337798, + "FN": 33399, + "FP": 20089, + "IoU": 0.4464257992403465, + "TN": 119496697, + "TP": 43135, + "n_pred": 63224, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7746787766800577, + "FN": 57339, + "FP": 18996, + "IoU": 0.6322250540810083, + "TN": 72618101, + "TP": 131224, + "n_pred": 150220, + "n_ref": 188563 + }, + "10": { + "Dice": 0.46998449544690235, + "FN": 36168, + "FP": 36645, + "IoU": 0.3071762959579813, + "TN": 72720564, + "TP": 32283, + "n_pred": 68928, + "n_ref": 68451 + }, + "11": { + "Dice": 0.32628182144137685, + "FN": 1792, + "FP": 87, + "IoU": 0.19494430162810625, + "TN": 72823326, + "TP": 455, + "n_pred": 542, + "n_ref": 2247 + }, + "12": { + "Dice": 0.21084519842471977, + "FN": 2526, + "FP": 79, + "IoU": 0.11784625804266848, + "TN": 72822707, + "TP": 348, + "n_pred": 427, + "n_ref": 2874 + }, + "13": { + "Dice": 0.26147218049375015, + "FN": 40958, + "FP": 11154, + "IoU": 0.15039861747395536, + "TN": 72764323, + "TP": 9225, + "n_pred": 20379, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8177796611257713, + "FN": 13203, + "FP": 15178, + "IoU": 0.6917320183346729, + "TN": 72733594, + "TP": 63685, + "n_pred": 78863, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3939908183133563, + "FN": 20425, + "FP": 47425, + "IoU": 0.24532289279914576, + "TN": 72735754, + "TP": 22056, + "n_pred": 69481, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 0, + "IoU": 0.0, + "TN": 72689817, + "TP": 0, + "n_pred": 0, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6773610951340159, + "FN": 9381, + "FP": 102807, + "IoU": 0.5121285126590536, + "TN": 72595706, + "TP": 117766, + "n_pred": 220573, + "n_ref": 127147 + }, + "4": { + "Dice": 0.20093784296118927, + "FN": 23989, + "FP": 38, + "IoU": 0.11169032830523513, + "TN": 72798612, + "TP": 3021, + "n_pred": 3059, + "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": 0.8454288819513902, + "FN": 231930, + "FP": 124905, + "IoU": 0.7322449598256762, + "TN": 71492968, + "TP": 975857, + "n_pred": 1100762, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5166206832890594, + "FN": 138141, + "FP": 50375, + "IoU": 0.34827281024421275, + "TN": 72536404, + "TP": 100740, + "n_pred": 151115, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8389157992373493, + "FN": 5284, + "FP": 15035, + "IoU": 0.7225279602343334, + "TN": 72752431, + "TP": 52910, + "n_pred": 67945, + "n_ref": 58194 + }, + "9": { + "Dice": 0.6611221261975754, + "FN": 34304, + "FP": 10476, + "IoU": 0.49378822305874903, + "TN": 72737199, + "TP": 43681, + "n_pred": 54157, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7153993198292025, + "FN": 84707, + "FP": 54796, + "IoU": 0.5569040487617402, + "TN": 71494651, + "TP": 175334, + "n_pred": 230130, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5349007479777657, + "FN": 48057, + "FP": 31348, + "IoU": 0.3650952297187085, + "TN": 71684422, + "TP": 45661, + "n_pred": 77009, + "n_ref": 93718 + }, + "11": { + "Dice": 0.16770691994572592, + "FN": 3060, + "FP": 7, + "IoU": 0.09152843601895734, + "TN": 71806112, + "TP": 309, + "n_pred": 316, + "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": 0.20142536968302718, + "FN": 55408, + "FP": 11935, + "IoU": 0.11199166622712169, + "TN": 71733652, + "TP": 8493, + "n_pred": 20428, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8015873825068454, + "FN": 168386, + "FP": 6755, + "IoU": 0.6688742848716077, + "TN": 71280562, + "TP": 353785, + "n_pred": 360540, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 30077, + "IoU": 0.0, + "TN": 71598748, + "TP": 0, + "n_pred": 30077, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 118, + "IoU": 0.0, + "TN": 71662496, + "TP": 0, + "n_pred": 118, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6204959143641325, + "FN": 26516, + "FP": 167340, + "IoU": 0.4497963585791931, + "TN": 71457153, + "TP": 158479, + "n_pred": 325819, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7527841115627375, + "FN": 2585, + "FP": 4896, + "IoU": 0.6035716178262943, + "TN": 71790617, + "TP": 11390, + "n_pred": 16286, + "n_ref": 13975 + }, + "5": { + "Dice": 0.31509494689411005, + "FN": 8385, + "FP": 127, + "IoU": 0.18701050620821394, + "TN": 71799018, + "TP": 1958, + "n_pred": 2085, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8626357131245355, + "FN": 157729, + "FP": 189558, + "IoU": 0.7584515560044041, + "TN": 70371735, + "TP": 1090466, + "n_pred": 1280024, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6687866617104417, + "FN": 87607, + "FP": 58523, + "IoU": 0.5023887925955943, + "TN": 71515825, + "TP": 147533, + "n_pred": 206056, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8602651901500802, + "FN": 7435, + "FP": 16540, + "IoU": 0.7547941702889287, + "TN": 71711713, + "TP": 73800, + "n_pred": 90340, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6915848109877961, + "FN": 39364, + "FP": 4154, + "IoU": 0.5285667858303542, + "TN": 71717178, + "TP": 48792, + "n_pred": 52946, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5984380526449009, + "FN": 35691, + "FP": 203866, + "IoU": 0.42697938095010285, + "TN": 135027450, + "TP": 178503, + "n_pred": 382369, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6276916617869651, + "FN": 28322, + "FP": 39074, + "IoU": 0.45739841718394, + "TN": 135321301, + "TP": 56813, + "n_pred": 95887, + "n_ref": 85135 + }, + "11": { + "Dice": 0.3116701607267645, + "FN": 2878, + "FP": 77, + "IoU": 0.18460264900662252, + "TN": 135441886, + "TP": 669, + "n_pred": 746, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 2, + "IoU": 0.0, + "TN": 135440000, + "TP": 0, + "n_pred": 2, + "n_ref": 5508 + }, + "13": { + "Dice": 0.45834671806403254, + "FN": 23451, + "FP": 17017, + "IoU": 0.29730856051397814, + "TN": 135387920, + "TP": 17122, + "n_pred": 34139, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8528310405269028, + "FN": 14565, + "FP": 29767, + "IoU": 0.7434223472352444, + "TN": 135272728, + "TP": 128450, + "n_pred": 158217, + "n_ref": 143015 + }, + "15": { + "Dice": 0.36904254022428085, + "FN": 27078, + "FP": 55744, + "IoU": 0.22627355361863924, + "TN": 135338467, + "TP": 24221, + "n_pred": 79965, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 710, + "IoU": 0.0, + "TN": 135235261, + "TP": 0, + "n_pred": 710, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6046365322437867, + "FN": 50985, + "FP": 179026, + "IoU": 0.433318304668002, + "TN": 135039619, + "TP": 175880, + "n_pred": 354906, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7189722935005035, + "FN": 14706, + "FP": 2598, + "IoU": 0.5612464819087705, + "TN": 135406071, + "TP": 22135, + "n_pred": 24733, + "n_ref": 36841 + }, + "5": { + "Dice": 0.10932822013657617, + "FN": 26419, + "FP": 58, + "IoU": 0.057825065831613405, + "TN": 135417408, + "TP": 1625, + "n_pred": 1683, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8951447442691494, + "FN": 233522, + "FP": 101224, + "IoU": 0.8101918686869259, + "TN": 133681908, + "TP": 1428856, + "n_pred": 1530080, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.39820980032388226, + "FN": 95447, + "FP": 217449, + "IoU": 0.24860296960513328, + "TN": 135029091, + "TP": 103523, + "n_pred": 320972, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5069191048328986, + "FN": 179532, + "FP": 34651, + "IoU": 0.3395121499938325, + "TN": 135121230, + "TP": 110097, + "n_pred": 144748, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7763343958967476, + "FN": 33252, + "FP": 4076, + "IoU": 0.6344334541181079, + "TN": 135343400, + "TP": 64782, + "n_pred": 68858, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2637049022636858, + "FN": 214818, + "FP": 16347, + "IoU": 0.15187792824358584, + "TN": 105481444, + "TP": 41396, + "n_pred": 57743, + "n_ref": 256214 + }, + "10": { + "Dice": 0.09791668642195397, + "FN": 55322, + "FP": 39809, + "IoU": 0.051478652760883, + "TN": 105653711, + "TP": 5163, + "n_pred": 44972, + "n_ref": 60485 + }, + "11": { + "Dice": 0.4594531432577705, + "FN": 1486, + "FP": 827, + "IoU": 0.2982402912621359, + "TN": 105750709, + "TP": 983, + "n_pred": 1810, + "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": 0.27037810600455187, + "FN": 66468, + "FP": 11433, + "IoU": 0.15632208804895217, + "TN": 105661670, + "TP": 14434, + "n_pred": 25867, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8763598710601338, + "FN": 32286, + "FP": 14163, + "IoU": 0.7799293105408786, + "TN": 105542941, + "TP": 164615, + "n_pred": 178778, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5749572135621445, + "FN": 15502, + "FP": 2876, + "IoU": 0.40346663204362504, + "TN": 105723197, + "TP": 12430, + "n_pred": 15306, + "n_ref": 27932 + }, + "2": { + "Dice": 0.686270165395164, + "FN": 38287, + "FP": 66495, + "IoU": 0.5223830252752011, + "TN": 105534620, + "TP": 114603, + "n_pred": 181098, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8689593876721661, + "FN": 22851, + "FP": 21970, + "IoU": 0.7682830998293957, + "TN": 105560575, + "TP": 148609, + "n_pred": 170579, + "n_ref": 171460 + }, + "4": { + "Dice": 0.007991618546402554, + "FN": 40690, + "FP": 25, + "IoU": 0.004011839819956457, + "TN": 105713126, + "TP": 164, + "n_pred": 189, + "n_ref": 40854 + }, + "5": { + "Dice": 0.21824324324324323, + "FN": 10750, + "FP": 820, + "IoU": 0.12248767538869929, + "TN": 105740820, + "TP": 1615, + "n_pred": 2435, + "n_ref": 12365 + }, + "6": { + "Dice": 0.840016234407152, + "FN": 206809, + "FP": 299718, + "IoU": 0.724162060990426, + "TN": 103917684, + "TP": 1329794, + "n_pred": 1629512, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5460096902381647, + "FN": 124248, + "FP": 115438, + "IoU": 0.3755249856703663, + "TN": 105370185, + "TP": 144134, + "n_pred": 259572, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8726986942230388, + "FN": 6496, + "FP": 17477, + "IoU": 0.7741485703518771, + "TN": 105647860, + "TP": 82172, + "n_pred": 99649, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7597073358577755, + "FN": 15622, + "FP": 21818, + "IoU": 0.6125226390685641, + "TN": 105657380, + "TP": 59185, + "n_pred": 81003, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6115592278652325, + "FN": 38611, + "FP": 234055, + "IoU": 0.44046475740188956, + "TN": 96650572, + "TP": 214642, + "n_pred": 448697, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6544938340272042, + "FN": 33734, + "FP": 49505, + "IoU": 0.48642945723998793, + "TN": 96975801, + "TP": 78840, + "n_pred": 128345, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6896437994722955, + "FN": 1470, + "FP": 412, + "IoU": 0.5263025421595772, + "TN": 97133907, + "TP": 2091, + "n_pred": 2503, + "n_ref": 3561 + }, + "12": { + "Dice": 0.3253836198927713, + "FN": 3638, + "FP": 11, + "IoU": 0.19430337822918967, + "TN": 97133351, + "TP": 880, + "n_pred": 891, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5413609462141555, + "FN": 19757, + "FP": 31312, + "IoU": 0.3711411296777451, + "TN": 97056671, + "TP": 30140, + "n_pred": 61452, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6969000108644479, + "FN": 110517, + "FP": 23395, + "IoU": 0.5348016396859584, + "TN": 96850020, + "TP": 153948, + "n_pred": 177343, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2473251357393804, + "FN": 9982, + "FP": 65430, + "IoU": 0.14111295870253526, + "TN": 97050078, + "TP": 12390, + "n_pred": 77820, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5089259312454061, + "FN": 77765, + "FP": 38485, + "IoU": 0.3413149902542949, + "TN": 96961392, + "TP": 60238, + "n_pred": 98723, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5053424381008068, + "FN": 49566, + "FP": 163623, + "IoU": 0.3380991412231516, + "TN": 96815794, + "TP": 108897, + "n_pred": 272520, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7531425981135694, + "FN": 5897, + "FP": 8262, + "IoU": 0.6040326640192405, + "TN": 97102122, + "TP": 21599, + "n_pred": 29861, + "n_ref": 27496 + }, + "5": { + "Dice": 0.20384846662657846, + "FN": 12938, + "FP": 302, + "IoU": 0.11349179779042518, + "TN": 97122945, + "TP": 1695, + "n_pred": 1997, + "n_ref": 14633 + }, + "6": { + "Dice": 0.81612188827011, + "FN": 172407, + "FP": 425980, + "IoU": 0.6893631026572387, + "TN": 95211557, + "TP": 1327936, + "n_pred": 1753916, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.751339007838233, + "FN": 55685, + "FP": 75748, + "IoU": 0.6017157679743513, + "TN": 96807882, + "TP": 198565, + "n_pred": 274313, + "n_ref": 254250 + }, + "8": { + "Dice": 0.832443487621098, + "FN": 12055, + "FP": 34643, + "IoU": 0.7129791824166098, + "TN": 96975181, + "TP": 116001, + "n_pred": 150644, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6968181007057896, + "FN": 11959, + "FP": 37312, + "IoU": 0.5347051713066143, + "TN": 97031988, + "TP": 56621, + "n_pred": 93933, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6050510311161551, + "FN": 17833, + "FP": 185403, + "IoU": 0.43374420470756064, + "TN": 130407880, + "TP": 155676, + "n_pred": 341079, + "n_ref": 173509 + }, + "10": { + "Dice": 0.3811909118231718, + "FN": 41101, + "FP": 76258, + "IoU": 0.23547613774054435, + "TN": 130613286, + "TP": 36147, + "n_pred": 112405, + "n_ref": 77248 + }, + "11": { + "Dice": 0.26680584551148223, + "FN": 3410, + "FP": 102, + "IoU": 0.1539388099253192, + "TN": 130762641, + "TP": 639, + "n_pred": 741, + "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": 0.40565058620026906, + "FN": 40261, + "FP": 21587, + "IoU": 0.25443016611616076, + "TN": 130683838, + "TP": 21106, + "n_pred": 42693, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8970869922137367, + "FN": 15179, + "FP": 17917, + "IoU": 0.8133796463370624, + "TN": 130589448, + "TP": 144248, + "n_pred": 162165, + "n_ref": 159427 + }, + "15": { + "Dice": 0.45653064631166823, + "FN": 13748, + "FP": 22065, + "IoU": 0.2957821256513617, + "TN": 130715937, + "TP": 15042, + "n_pred": 37107, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 15801, + "IoU": 0.0, + "TN": 130584660, + "TP": 0, + "n_pred": 15801, + "n_ref": 166331 + }, + "3": { + "Dice": 0.49090469746762033, + "FN": 64473, + "FP": 146211, + "IoU": 0.3252973464590632, + "TN": 130454530, + "TP": 101578, + "n_pred": 247789, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6278218970286428, + "FN": 15864, + "FP": 820, + "IoU": 0.4575367407985434, + "TN": 130736036, + "TP": 14072, + "n_pred": 14892, + "n_ref": 29936 + }, + "5": { + "Dice": 0.2805122917458078, + "FN": 26140, + "FP": 376, + "IoU": 0.1631371311346063, + "TN": 130735107, + "TP": 5169, + "n_pred": 5545, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8672453471436106, + "FN": 163806, + "FP": 195403, + "IoU": 0.7656074022355482, + "TN": 129234282, + "TP": 1173301, + "n_pred": 1368704, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5252966226193584, + "FN": 237270, + "FP": 139175, + "IoU": 0.3562049363122683, + "TN": 130182064, + "TP": 208283, + "n_pred": 347458, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7372518452226297, + "FN": 76992, + "FP": 32224, + "IoU": 0.5838470976444319, + "TN": 130504350, + "TP": 153226, + "n_pred": 185450, + "n_ref": 230218 + }, + "9": { + "Dice": 0.6947486511031572, + "FN": 37004, + "FP": 20136, + "IoU": 0.532271927311423, + "TN": 130644627, + "TP": 65025, + "n_pred": 85161, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5600274117327927, + "FN": 102779, + "FP": 51306, + "IoU": 0.38891532817767205, + "TN": 71983858, + "TP": 98065, + "n_pred": 149371, + "n_ref": 200844 + }, + "10": { + "Dice": 0.05801997649823737, + "FN": 59898, + "FP": 29884, + "IoU": 0.029876711292640495, + "TN": 72143461, + "TP": 2765, + "n_pred": 32649, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 29, + "IoU": 0.0, + "TN": 72233292, + "TP": 0, + "n_pred": 29, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 10, + "IoU": 0.0, + "TN": 72231927, + "TP": 0, + "n_pred": 10, + "n_ref": 4071 + }, + "13": { + "Dice": 0.05983752724390727, + "FN": 67871, + "FP": 12794, + "IoU": 0.030841503267973858, + "TN": 72152776, + "TP": 2567, + "n_pred": 15361, + "n_ref": 70438 + }, + "14": { + "Dice": 0.13781457449914855, + "FN": 20512, + "FP": 646804, + "IoU": 0.0740069021118464, + "TN": 71515359, + "TP": 53333, + "n_pred": 700137, + "n_ref": 73845 + }, + "15": { + "Dice": 0.32243712048641077, + "FN": 7952, + "FP": 77633, + "IoU": 0.1922056838667661, + "TN": 72130059, + "TP": 20364, + "n_pred": 97997, + "n_ref": 28316 + }, + "2": { + "Dice": 0.13426008369691034, + "FN": 115232, + "FP": 40338, + "IoU": 0.07196077144714942, + "TN": 72068375, + "TP": 12063, + "n_pred": 52401, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7090441202156522, + "FN": 16016, + "FP": 108919, + "IoU": 0.5492396226074721, + "TN": 71958843, + "TP": 152230, + "n_pred": 261149, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 72235973, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "5": { + "Dice": 0.7520751122601714, + "FN": 2700, + "FP": 944, + "IoU": 0.6026605604623269, + "TN": 72226837, + "TP": 5527, + "n_pred": 6471, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6308621264074675, + "FN": 441940, + "FP": 810076, + "IoU": 0.4607732636539552, + "TN": 69914135, + "TP": 1069857, + "n_pred": 1879933, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.37334823142024315, + "FN": 213292, + "FP": 209577, + "IoU": 0.22951945747196806, + "TN": 71687170, + "TP": 125969, + "n_pred": 335546, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7398064330994183, + "FN": 10861, + "FP": 29035, + "IoU": 0.5870577763057114, + "TN": 72139394, + "TP": 56718, + "n_pred": 85753, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3318811881188119, + "FN": 38726, + "FP": 5136, + "IoU": 0.19895536562203228, + "TN": 72181252, + "TP": 10894, + "n_pred": 16030, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12783116150452709, + "FN": 82081, + "FP": 12224, + "IoU": 0.0682797186215618, + "TN": 52451904, + "TP": 6911, + "n_pred": 19135, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 3694, + "IoU": 0.0, + "TN": 52502242, + "TP": 0, + "n_pred": 3694, + "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": 0.0, + "FN": 21615, + "FP": 349, + "IoU": 0.0, + "TN": 52531156, + "TP": 0, + "n_pred": 349, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3667947426667164, + "FN": 41088, + "FP": 9835, + "IoU": 0.2245858204409794, + "TN": 52487448, + "TP": 14749, + "n_pred": 24584, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 22842, + "IoU": 0.0, + "TN": 52505009, + "TP": 0, + "n_pred": 22842, + "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": 0.6425840145080917, + "FN": 22266, + "FP": 112146, + "IoU": 0.4733876876182715, + "TN": 52297881, + "TP": 120827, + "n_pred": 232973, + "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": 0.28659849300322926, + "FN": 5217, + "FP": 85, + "IoU": 0.16726872938589601, + "TN": 52546753, + "TP": 1065, + "n_pred": 1150, + "n_ref": 6282 + }, + "6": { + "Dice": 0.5573935973336687, + "FN": 458080, + "FP": 41774, + "IoU": 0.38637953935560854, + "TN": 51738522, + "TP": 314744, + "n_pred": 356518, + "n_ref": 772824 + }, + "7": { + "Dice": 0.002348023056665623, + "FN": 192809, + "FP": 23885, + "IoU": 0.0011753914514471143, + "TN": 52336171, + "TP": 255, + "n_pred": 24140, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7144913664978095, + "FN": 13622, + "FP": 23069, + "IoU": 0.555804409147589, + "TN": 52470519, + "TP": 45910, + "n_pred": 68979, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4104644878939022, + "FN": 54924, + "FP": 11621, + "IoU": 0.25822920266188093, + "TN": 52463409, + "TP": 23166, + "n_pred": 34787, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6740246031879713, + "FN": 52625, + "FP": 179609, + "IoU": 0.5083236120432494, + "TN": 143664919, + "TP": 240097, + "n_pred": 419706, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4866183629570927, + "FN": 55296, + "FP": 35398, + "IoU": 0.3215437210589705, + "TN": 144003573, + "TP": 42983, + "n_pred": 78381, + "n_ref": 98279 + }, + "11": { + "Dice": 0.35857652998399214, + "FN": 5163, + "FP": 46, + "IoU": 0.21845461365341334, + "TN": 144130585, + "TP": 1456, + "n_pred": 1502, + "n_ref": 6619 + }, + "12": { + "Dice": 0.27541984732824426, + "FN": 4744, + "FP": 2, + "IoU": 0.15970254957507082, + "TN": 144131602, + "TP": 902, + "n_pred": 904, + "n_ref": 5646 + }, + "13": { + "Dice": 0.4679719406792309, + "FN": 69811, + "FP": 8611, + "IoU": 0.3054591186056398, + "TN": 144024338, + "TP": 34490, + "n_pred": 43101, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9301803624910775, + "FN": 30877, + "FP": 26051, + "IoU": 0.8694740027926621, + "TN": 143701107, + "TP": 379215, + "n_pred": 405266, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5098122364360261, + "FN": 11846, + "FP": 8961, + "IoU": 0.34211275176273437, + "TN": 144105623, + "TP": 10820, + "n_pred": 19781, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 1554, + "IoU": 0.0, + "TN": 143997659, + "TP": 0, + "n_pred": 1554, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6302801525050807, + "FN": 24092, + "FP": 152010, + "IoU": 0.46015260248860385, + "TN": 143811043, + "TP": 150105, + "n_pred": 302115, + "n_ref": 174197 + }, + "4": { + "Dice": 0.5593022122600136, + "FN": 28214, + "FP": 7962, + "IoU": 0.3882161942772103, + "TN": 144078118, + "TP": 22956, + "n_pred": 30918, + "n_ref": 51170 + }, + "5": { + "Dice": 0.04184028276674617, + "FN": 31404, + "FP": 1939, + "IoU": 0.02136714507939303, + "TN": 144103179, + "TP": 728, + "n_pred": 2667, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7694609024025002, + "FN": 176774, + "FP": 531396, + "IoU": 0.6253039045283428, + "TN": 142247265, + "TP": 1181815, + "n_pred": 1713211, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5407397130784226, + "FN": 134080, + "FP": 61231, + "IoU": 0.3705574104391992, + "TN": 143826958, + "TP": 114981, + "n_pred": 176212, + "n_ref": 249061 + }, + "8": { + "Dice": 0.649196949668679, + "FN": 77115, + "FP": 87158, + "IoU": 0.48060074302426686, + "TN": 143820975, + "TP": 152002, + "n_pred": 239160, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7653102829650167, + "FN": 28765, + "FP": 11527, + "IoU": 0.6198401690773396, + "TN": 144031263, + "TP": 65695, + "n_pred": 77222, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7600067350586174, + "FN": 26692, + "FP": 91611, + "IoU": 0.6129119863361069, + "TN": 111473297, + "TP": 187320, + "n_pred": 278931, + "n_ref": 214012 + }, + "10": { + "Dice": 0.21607764688449285, + "FN": 38711, + "FP": 14192, + "IoU": 0.12112502907266505, + "TN": 111718726, + "TP": 7291, + "n_pred": 21483, + "n_ref": 46002 + }, + "11": { + "Dice": 0.03214933886440238, + "FN": 3733, + "FP": 0, + "IoU": 0.016337285902503294, + "TN": 111775125, + "TP": 62, + "n_pred": 62, + "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": 0.3717936784436791, + "FN": 38963, + "FP": 8280, + "IoU": 0.22834555640853926, + "TN": 111717697, + "TP": 13980, + "n_pred": 22260, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6556294477765002, + "FN": 7586, + "FP": 81066, + "IoU": 0.48768507067648315, + "TN": 111605878, + "TP": 84390, + "n_pred": 165456, + "n_ref": 91976 + }, + "15": { + "Dice": 0.19519600932603157, + "FN": 7132, + "FP": 22554, + "IoU": 0.10815357808087485, + "TN": 111745634, + "TP": 3600, + "n_pred": 26154, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 245, + "IoU": 0.0, + "TN": 111572366, + "TP": 0, + "n_pred": 245, + "n_ref": 206309 + }, + "3": { + "Dice": 0.3736524788383709, + "FN": 7444, + "FP": 180283, + "IoU": 0.22974946865691237, + "TN": 111535198, + "TP": 55995, + "n_pred": 236278, + "n_ref": 63439 + }, + "4": { + "Dice": 0.49379549654886284, + "FN": 12133, + "FP": 1288, + "IoU": 0.3278409375469525, + "TN": 111758953, + "TP": 6546, + "n_pred": 7834, + "n_ref": 18679 + }, + "5": { + "Dice": 0.008594044477949491, + "FN": 26302, + "FP": 0, + "IoU": 0.0043155663234403395, + "TN": 111752504, + "TP": 114, + "n_pred": 114, + "n_ref": 26416 + }, + "6": { + "Dice": 0.866330407065425, + "FN": 253592, + "FP": 49185, + "IoU": 0.7641824500407338, + "TN": 110494974, + "TP": 981169, + "n_pred": 1030354, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.2867654047387784, + "FN": 176540, + "FP": 131133, + "IoU": 0.16738245044313646, + "TN": 111409395, + "TP": 61852, + "n_pred": 192985, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6961160420402697, + "FN": 108583, + "FP": 38674, + "IoU": 0.5338788300835655, + "TN": 111463000, + "TP": 168663, + "n_pred": 207337, + "n_ref": 277246 + }, + "9": { + "Dice": 0.677575410648591, + "FN": 31808, + "FP": 14379, + "IoU": 0.5123735720771131, + "TN": 111684202, + "TP": 48531, + "n_pred": 62910, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4955264273243719, + "FN": 101685, + "FP": 28054, + "IoU": 0.3293686484921792, + "TN": 198894417, + "TP": 63719, + "n_pred": 91773, + "n_ref": 165404 + }, + "10": { + "Dice": 0.25095235304459945, + "FN": 52422, + "FP": 11483, + "IoU": 0.14347942635035518, + "TN": 199013265, + "TP": 10705, + "n_pred": 22188, + "n_ref": 63127 + }, + "11": { + "Dice": 0.2937356760886173, + "FN": 3666, + "FP": 32, + "IoU": 0.17215133199014998, + "TN": 199083408, + "TP": 769, + "n_pred": 801, + "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": 0.06476197291446768, + "FN": 33784, + "FP": 18493, + "IoU": 0.03346460332427385, + "TN": 199033788, + "TP": 1810, + "n_pred": 20303, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6423626111905, + "FN": 17954, + "FP": 14331, + "IoU": 0.4731474077579595, + "TN": 199026596, + "TP": 28994, + "n_pred": 43325, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4724314552576077, + "FN": 93878, + "FP": 5929, + "IoU": 0.30927021696252466, + "TN": 198943380, + "TP": 44688, + "n_pred": 50617, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0004010272467165894, + "FN": 129552, + "FP": 63, + "IoU": 0.00020055383713485703, + "TN": 198958234, + "TP": 26, + "n_pred": 89, + "n_ref": 129578 + }, + "3": { + "Dice": 0.644094685216695, + "FN": 10128, + "FP": 132106, + "IoU": 0.4750292503423305, + "TN": 198816938, + "TP": 128703, + "n_pred": 260809, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.20033361134278566, + "FN": 17666, + "FP": 1510, + "IoU": 0.11131708221336546, + "TN": 199066297, + "TP": 2402, + "n_pred": 3912, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8114819844223828, + "FN": 232340, + "FP": 196356, + "IoU": 0.6827679292921818, + "TN": 197736511, + "TP": 922668, + "n_pred": 1119024, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.12792389627174378, + "FN": 141626, + "FP": 56753, + "IoU": 0.06833263670049641, + "TN": 198874946, + "TP": 14550, + "n_pred": 71303, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6821246669070323, + "FN": 36057, + "FP": 40646, + "IoU": 0.5175942289671134, + "TN": 198928874, + "TP": 82298, + "n_pred": 122944, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6026216096869408, + "FN": 51541, + "FP": 16851, + "IoU": 0.4312515592515592, + "TN": 198967625, + "TP": 51858, + "n_pred": 68709, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.792864248576845, + "FN": 36530, + "FP": 40719, + "IoU": 0.6568144863923516, + "TN": 130850098, + "TP": 147845, + "n_pred": 188564, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4398079110324782, + "FN": 30518, + "FP": 102466, + "IoU": 0.28189343744431306, + "TN": 130890005, + "TP": 52203, + "n_pred": 154669, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5949981336319522, + "FN": 1680, + "FP": 1575, + "IoU": 0.42348565356004253, + "TN": 131069546, + "TP": 2391, + "n_pred": 3966, + "n_ref": 4071 + }, + "12": { + "Dice": 0.14523855144663728, + "FN": 4256, + "FP": 205, + "IoU": 0.07830578512396694, + "TN": 131070352, + "TP": 379, + "n_pred": 584, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3274810284553791, + "FN": 69034, + "FP": 17727, + "IoU": 0.19580108448811234, + "TN": 130967307, + "TP": 21124, + "n_pred": 38851, + "n_ref": 90158 + }, + "14": { + "Dice": 0.06359360654173594, + "FN": 36284, + "FP": 562399, + "IoU": 0.03284104346927039, + "TN": 130456180, + "TP": 20329, + "n_pred": 582728, + "n_ref": 56613 + }, + "15": { + "Dice": 0.41252157731718964, + "FN": 10731, + "FP": 37256, + "IoU": 0.2598596437109586, + "TN": 131010357, + "TP": 16848, + "n_pred": 54104, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6330412112576159, + "FN": 61186, + "FP": 53671, + "IoU": 0.4631018992460045, + "TN": 130861265, + "TP": 99070, + "n_pred": 152741, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6883374778610659, + "FN": 55404, + "FP": 66543, + "IoU": 0.5247824545132164, + "TN": 130818579, + "TP": 134666, + "n_pred": 201209, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 3683, + "IoU": 0.0, + "TN": 130998429, + "TP": 0, + "n_pred": 3683, + "n_ref": 73080 + }, + "5": { + "Dice": 0.45850622406639, + "FN": 9837, + "FP": 1647, + "IoU": 0.297442799461642, + "TN": 131058846, + "TP": 4862, + "n_pred": 6509, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7742241047202465, + "FN": 162667, + "FP": 598622, + "IoU": 0.6316196196234947, + "TN": 129008608, + "TP": 1305295, + "n_pred": 1903917, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.40990545154309527, + "FN": 496172, + "FP": 312873, + "IoU": 0.25778684163208093, + "TN": 129985148, + "TP": 280999, + "n_pred": 593872, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8348244000947664, + "FN": 17190, + "FP": 26733, + "IoU": 0.7164794732765298, + "TN": 130920272, + "TP": 110997, + "n_pred": 137730, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5122203555530245, + "FN": 38560, + "FP": 12831, + "IoU": 0.3442850945466609, + "TN": 130996818, + "TP": 26983, + "n_pred": 39814, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7081731098884196, + "FN": 24469, + "FP": 133004, + "IoU": 0.5481950525331237, + "TN": 101268658, + "TP": 191069, + "n_pred": 324073, + "n_ref": 215538 + }, + "10": { + "Dice": 0.2910643632232538, + "FN": 34678, + "FP": 19613, + "IoU": 0.17031909040894921, + "TN": 101551764, + "TP": 11145, + "n_pred": 30758, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6698051523473257, + "FN": 2398, + "FP": 127, + "IoU": 0.5035391270153362, + "TN": 101612114, + "TP": 2561, + "n_pred": 2688, + "n_ref": 4959 + }, + "12": { + "Dice": 0.02925958965209634, + "FN": 5408, + "FP": 33, + "IoU": 0.014847003440159334, + "TN": 101611677, + "TP": 82, + "n_pred": 115, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7051821110686398, + "FN": 21342, + "FP": 11052, + "IoU": 0.5446187584345479, + "TN": 101546064, + "TP": 38742, + "n_pred": 49794, + "n_ref": 60084 + }, + "14": { + "Dice": 0.75656977145619, + "FN": 6983, + "FP": 28273, + "IoU": 0.6084537387692547, + "TN": 101527157, + "TP": 54787, + "n_pred": 83060, + "n_ref": 61770 + }, + "15": { + "Dice": 0.33193131084131294, + "FN": 16575, + "FP": 50612, + "IoU": 0.19899139226018742, + "TN": 101533322, + "TP": 16691, + "n_pred": 67303, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 10283, + "IoU": 0.0, + "TN": 101434574, + "TP": 0, + "n_pred": 10283, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6154382420803501, + "FN": 17602, + "FP": 176569, + "IoU": 0.44450039050989437, + "TN": 101267657, + "TP": 155372, + "n_pred": 331941, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7147393984681487, + "FN": 6648, + "FP": 987, + "IoU": 0.5561046511627907, + "TN": 101600000, + "TP": 9565, + "n_pred": 10552, + "n_ref": 16213 + }, + "5": { + "Dice": 0.1995858736914759, + "FN": 26901, + "FP": 931, + "IoU": 0.11085553638745128, + "TN": 101585898, + "TP": 3470, + "n_pred": 4401, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7773992877077911, + "FN": 375503, + "FP": 287775, + "IoU": 0.6358570544673361, + "TN": 99795723, + "TP": 1158199, + "n_pred": 1445974, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.684687897299141, + "FN": 162866, + "FP": 81178, + "IoU": 0.5205516591029645, + "TN": 101108190, + "TP": 264966, + "n_pred": 346144, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6357223756631629, + "FN": 103968, + "FP": 42696, + "IoU": 0.4659772793475095, + "TN": 101342560, + "TP": 127976, + "n_pred": 170672, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7022351557179122, + "FN": 24289, + "FP": 23803, + "IoU": 0.5411112489384643, + "TN": 101512399, + "TP": 56709, + "n_pred": 80512, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0744950606631566, + "FN": 203128, + "FP": 7106, + "IoU": 0.03868858455840325, + "TN": 118963517, + "TP": 8461, + "n_pred": 15567, + "n_ref": 211589 + }, + "10": { + "Dice": 0.4259719289529251, + "FN": 46453, + "FP": 45977, + "IoU": 0.2706253698954429, + "TN": 119055487, + "TP": 34295, + "n_pred": 80272, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5433731054498548, + "FN": 2353, + "FP": 479, + "IoU": 0.3730352003542174, + "TN": 119177695, + "TP": 1685, + "n_pred": 2164, + "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": 0.25304771856495994, + "FN": 24357, + "FP": 27111, + "IoU": 0.144850962017745, + "TN": 119122026, + "TP": 8718, + "n_pred": 35829, + "n_ref": 33075 + }, + "14": { + "Dice": 0.07103239185930688, + "FN": 59342, + "FP": 111327, + "IoU": 0.03682404596092419, + "TN": 119005018, + "TP": 6525, + "n_pred": 117852, + "n_ref": 65867 + }, + "15": { + "Dice": 0.16927681761127739, + "FN": 16337, + "FP": 26682, + "IoU": 0.09246445297666765, + "TN": 119134810, + "TP": 4383, + "n_pred": 31065, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6912944290106385, + "FN": 27884, + "FP": 120019, + "IoU": 0.5282276199741631, + "TN": 118868707, + "TP": 165602, + "n_pred": 285621, + "n_ref": 193486 + }, + "3": { + "Dice": 0.3908238684205602, + "FN": 144783, + "FP": 17998, + "IoU": 0.2428720267165276, + "TN": 118967214, + "TP": 52217, + "n_pred": 70215, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 48, + "IoU": 0.0, + "TN": 119138827, + "TP": 0, + "n_pred": 48, + "n_ref": 43337 + }, + "5": { + "Dice": 0.2770525094284885, + "FN": 14857, + "FP": 95, + "IoU": 0.16080148173093115, + "TN": 119164395, + "TP": 2865, + "n_pred": 2960, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8456919962903321, + "FN": 277623, + "FP": 255640, + "IoU": 0.7326398098016143, + "TN": 117187663, + "TP": 1461286, + "n_pred": 1716926, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.3548369769565451, + "FN": 215051, + "FP": 85224, + "IoU": 0.2156849941230247, + "TN": 118799362, + "TP": 82575, + "n_pred": 167799, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8342773490942921, + "FN": 21185, + "FP": 3041, + "IoU": 0.7156739627956106, + "TN": 119097007, + "TP": 60979, + "n_pred": 64020, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7885950896215564, + "FN": 22101, + "FP": 11902, + "IoU": 0.6509756423021258, + "TN": 119084789, + "TP": 63420, + "n_pred": 75322, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8902, + "IoU": 0.0, + "TN": 61323578, + "TP": 0, + "n_pred": 8902, + "n_ref": 0 + }, + "10": { + "Dice": 0.14614929272723562, + "FN": 30848, + "FP": 10983, + "IoU": 0.07883552443240624, + "TN": 61287069, + "TP": 3580, + "n_pred": 14563, + "n_ref": 34428 + }, + "11": { + "Dice": 0.43771313941825474, + "FN": 2773, + "FP": 30, + "IoU": 0.28017462763225476, + "TN": 61328586, + "TP": 1091, + "n_pred": 1121, + "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": 0.11255690287233613, + "FN": 48505, + "FP": 17582, + "IoU": 0.059634594040809355, + "TN": 61262202, + "TP": 4191, + "n_pred": 21773, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9045472583917995, + "FN": 28966, + "FP": 22026, + "IoU": 0.8257291474426012, + "TN": 61039878, + "TP": 241610, + "n_pred": 263636, + "n_ref": 270576 + }, + "15": { + "Dice": 0.04402555707428717, + "FN": 95458, + "FP": 24838, + "IoU": 0.022508247606975118, + "TN": 61209414, + "TP": 2770, + "n_pred": 27608, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6901652810366993, + "FN": 67260, + "FP": 16853, + "IoU": 0.526910205573835, + "TN": 61154685, + "TP": 93682, + "n_pred": 110535, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8168373252209544, + "FN": 36547, + "FP": 4756, + "IoU": 0.6903846298003763, + "TN": 61199079, + "TP": 92098, + "n_pred": 96854, + "n_ref": 128645 + }, + "4": { + "Dice": 0.159052231967535, + "FN": 38544, + "FP": 0, + "IoU": 0.08639692810922278, + "TN": 61290291, + "TP": 3645, + "n_pred": 3645, + "n_ref": 42189 + }, + "5": { + "Dice": 0.3050387596899225, + "FN": 6998, + "FP": 174, + "IoU": 0.17996798536473815, + "TN": 61323734, + "TP": 1574, + "n_pred": 1748, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8353656760228291, + "FN": 259817, + "FP": 113167, + "IoU": 0.7172772249834566, + "TN": 60013223, + "TP": 946273, + "n_pred": 1059440, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.22455884090347664, + "FN": 172865, + "FP": 43732, + "IoU": 0.12648058751648458, + "TN": 61084521, + "TP": 31362, + "n_pred": 75094, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6658772479335054, + "FN": 38632, + "FP": 5104, + "IoU": 0.49911242942382356, + "TN": 61245163, + "TP": 43581, + "n_pred": 48685, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7715008819694762, + "FN": 13076, + "FP": 16718, + "IoU": 0.6280027967836987, + "TN": 61252388, + "TP": 50298, + "n_pred": 67016, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7796970421797461, + "FN": 48398, + "FP": 24363, + "IoU": 0.6389372714235382, + "TN": 148905981, + "TP": 128758, + "n_pred": 153121, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5061848443047421, + "FN": 39226, + "FP": 26285, + "IoU": 0.3388537345968694, + "TN": 149008413, + "TP": 33576, + "n_pred": 59861, + "n_ref": 72802 + }, + "11": { + "Dice": 0.13514479799785484, + "FN": 2415, + "FP": 4, + "IoU": 0.07246932515337423, + "TN": 149104892, + "TP": 189, + "n_pred": 193, + "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": 0.1280127817937377, + "FN": 77797, + "FP": 11709, + "IoU": 0.0683833631708231, + "TN": 149011424, + "TP": 6570, + "n_pred": 18279, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8136723285014243, + "FN": 5809, + "FP": 34154, + "IoU": 0.6858748624430121, + "TN": 148980280, + "TP": 87257, + "n_pred": 121411, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5144848206613224, + "FN": 16190, + "FP": 25055, + "IoU": 0.34633427366952996, + "TN": 149044402, + "TP": 21853, + "n_pred": 46908, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 13459, + "IoU": 0.0, + "TN": 148937037, + "TP": 0, + "n_pred": 13459, + "n_ref": 157004 + }, + "3": { + "Dice": 0.054110418441942865, + "FN": 55260, + "FP": 113464, + "IoU": 0.027807548256986458, + "TN": 148933950, + "TP": 4826, + "n_pred": 118290, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7822629683334112, + "FN": 9109, + "FP": 201, + "IoU": 0.6423907198279173, + "TN": 149081466, + "TP": 16724, + "n_pred": 16925, + "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": 0.8791612375089006, + "FN": 198556, + "FP": 50912, + "IoU": 0.7843779738264379, + "TN": 147950531, + "TP": 907501, + "n_pred": 958413, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3946583901662106, + "FN": 202653, + "FP": 19692, + "IoU": 0.2458407529890613, + "TN": 148812675, + "TP": 72480, + "n_pred": 92172, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7240672220582783, + "FN": 85529, + "FP": 23872, + "IoU": 0.567480696926927, + "TN": 148854561, + "TP": 143538, + "n_pred": 167410, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6521355694015243, + "FN": 42010, + "FP": 6507, + "IoU": 0.48382875502691663, + "TN": 149013506, + "TP": 45477, + "n_pred": 51984, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.010952230209161732, + "FN": 512267, + "FP": 127, + "IoU": 0.005506268062286625, + "TN": 100197569, + "TP": 2837, + "n_pred": 2964, + "n_ref": 515104 + }, + "10": { + "Dice": 0.05528067385285975, + "FN": 36594, + "FP": 27560, + "IoU": 0.02842604231345883, + "TN": 100646769, + "TP": 1877, + "n_pred": 29437, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2753880266075388, + "FN": 2860, + "FP": 408, + "IoU": 0.15968115196708665, + "TN": 100708911, + "TP": 621, + "n_pred": 1029, + "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": 1826, + "IoU": 0.0, + "TN": 100671819, + "TP": 0, + "n_pred": 1826, + "n_ref": 39155 + }, + "14": { + "Dice": 0.42601737540009144, + "FN": 42091, + "FP": 259181, + "IoU": 0.27066205734537957, + "TN": 100299724, + "TP": 111804, + "n_pred": 370985, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6369170576888876, + "FN": 48708, + "FP": 4374, + "IoU": 0.46726214371738256, + "TN": 100613160, + "TP": 46558, + "n_pred": 50932, + "n_ref": 95266 + }, + "2": { + "Dice": 0.21165492097454058, + "FN": 188542, + "FP": 143803, + "IoU": 0.11835239376165578, + "TN": 100335841, + "TP": 44614, + "n_pred": 188417, + "n_ref": 233156 + }, + "3": { + "Dice": 0.3332323034225368, + "FN": 167873, + "FP": 56517, + "IoU": 0.19992726287340173, + "TN": 100432338, + "TP": 56072, + "n_pred": 112589, + "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": 0.0007281995266703076, + "FN": 16467, + "FP": 0, + "IoU": 0.00036423238025860496, + "TN": 100696327, + "TP": 6, + "n_pred": 6, + "n_ref": 16473 + }, + "6": { + "Dice": 0.3131539173114108, + "FN": 1637492, + "FP": 295229, + "IoU": 0.18564463025120148, + "TN": 98339486, + "TP": 440593, + "n_pred": 735822, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2009774308256071, + "FN": 144519, + "FP": 76362, + "IoU": 0.1117147912812676, + "TN": 100464140, + "TP": 27779, + "n_pred": 104141, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8250197114556193, + "FN": 26999, + "FP": 6512, + "IoU": 0.7021562144482366, + "TN": 100600288, + "TP": 79001, + "n_pred": 85513, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5857012620410136, + "FN": 48531, + "FP": 26907, + "IoU": 0.4141283919168699, + "TN": 100584038, + "TP": 53324, + "n_pred": 80231, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6174320431539194, + "FN": 28215, + "FP": 33274, + "IoU": 0.44658350433812144, + "TN": 78839592, + "TP": 49619, + "n_pred": 82893, + "n_ref": 77834 + }, + "10": { + "Dice": 0.451825022856741, + "FN": 26095, + "FP": 5083, + "IoU": 0.291843641401867, + "TN": 78906673, + "TP": 12849, + "n_pred": 17932, + "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": 0.004566440023503735, + "FN": 59269, + "FP": 24, + "IoU": 0.00228844503525215, + "TN": 78891271, + "TP": 136, + "n_pred": 160, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 155299, + "IoU": 0.0, + "TN": 78768132, + "TP": 0, + "n_pred": 155299, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7475652394223461, + "FN": 22236, + "FP": 2673, + "IoU": 0.596889564992232, + "TN": 78888908, + "TP": 36883, + "n_pred": 39556, + "n_ref": 59119 + }, + "2": { + "Dice": 0.05445713635156161, + "FN": 97251, + "FP": 2413, + "IoU": 0.027990715274933194, + "TN": 78848166, + "TP": 2870, + "n_pred": 5283, + "n_ref": 100121 + }, + "3": { + "Dice": 0.6668015502621237, + "FN": 10524, + "FP": 63584, + "IoU": 0.5001517593972791, + "TN": 78802439, + "TP": 74153, + "n_pred": 137737, + "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": 0.0004022295006608056, + "FN": 34791, + "FP": 1, + "IoU": 0.0002011552056093566, + "TN": 78915901, + "TP": 7, + "n_pred": 8, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7402001689670722, + "FN": 278652, + "FP": 22098, + "IoU": 0.587553792859435, + "TN": 78221514, + "TP": 428436, + "n_pred": 450534, + "n_ref": 707088 + }, + "7": { + "Dice": 7.927146787523764e-05, + "FN": 721084, + "FP": 10521, + "IoU": 3.963730499129346e-05, + "TN": 78219066, + "TP": 29, + "n_pred": 10550, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5124201441522085, + "FN": 209750, + "FP": 21200, + "IoU": 0.34446563802127683, + "TN": 78598392, + "TP": 121358, + "n_pred": 142558, + "n_ref": 331108 + }, + "9": { + "Dice": 0.4254069671842334, + "FN": 38938, + "FP": 9984, + "IoU": 0.27016947129729085, + "TN": 78883668, + "TP": 18110, + "n_pred": 28094, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6152844477281123, + "FN": 14955, + "FP": 151673, + "IoU": 0.44433995611490157, + "TN": 104704566, + "TP": 133246, + "n_pred": 284919, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3244237703203259, + "FN": 60871, + "FP": 48925, + "IoU": 0.19361922458302425, + "TN": 104868281, + "TP": 26363, + "n_pred": 75288, + "n_ref": 87234 + }, + "11": { + "Dice": 0.4700688680911178, + "FN": 3000, + "FP": 1, + "IoU": 0.3072483841181902, + "TN": 105000108, + "TP": 1331, + "n_pred": 1332, + "n_ref": 4331 + }, + "12": { + "Dice": 0.17323115309214043, + "FN": 4347, + "FP": 292, + "IoU": 0.09482926829268293, + "TN": 104999315, + "TP": 486, + "n_pred": 778, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5086771635444202, + "FN": 46836, + "FP": 13014, + "IoU": 0.34109124537607893, + "TN": 104913608, + "TP": 30982, + "n_pred": 43996, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8989703029398597, + "FN": 3818, + "FP": 11076, + "IoU": 0.8164814312821903, + "TN": 104923282, + "TP": 66264, + "n_pred": 77340, + "n_ref": 70082 + }, + "15": { + "Dice": 0.30537813220454285, + "FN": 12240, + "FP": 42897, + "IoU": 0.18020429100316696, + "TN": 104937183, + "TP": 12120, + "n_pred": 55017, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 78, + "IoU": 0.0, + "TN": 104833612, + "TP": 0, + "n_pred": 78, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6020780731433741, + "FN": 23107, + "FP": 149307, + "IoU": 0.4306950635628199, + "TN": 104701590, + "TP": 130436, + "n_pred": 279743, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6316, + "IoU": 0.0, + "TN": 104998124, + "TP": 0, + "n_pred": 6316, + "n_ref": 0 + }, + "5": { + "Dice": 0.014808922069577455, + "FN": 29838, + "FP": 2361, + "IoU": 0.007459696063623193, + "TN": 104971999, + "TP": 242, + "n_pred": 2603, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7996079165931662, + "FN": 136645, + "FP": 414316, + "IoU": 0.666122284248825, + "TN": 103354252, + "TP": 1099227, + "n_pred": 1513543, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6379874559198278, + "FN": 44200, + "FP": 166761, + "IoU": 0.46841525703472064, + "TN": 104607587, + "TP": 185892, + "n_pred": 352653, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6971643193735534, + "FN": 156243, + "FP": 26141, + "IoU": 0.5351130075270379, + "TN": 104612121, + "TP": 209935, + "n_pred": 236076, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7282756115969333, + "FN": 29386, + "FP": 18497, + "IoU": 0.5726678030539665, + "TN": 104892389, + "TP": 64168, + "n_pred": 82665, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6546173743344322, + "FN": 156312, + "FP": 119953, + "IoU": 0.4865659492299372, + "TN": 177138215, + "TP": 261808, + "n_pred": 381761, + "n_ref": 418120 + }, + "10": { + "Dice": 0.06554403258376973, + "FN": 68131, + "FP": 41077, + "IoU": 0.03388241122454396, + "TN": 177563250, + "TP": 3830, + "n_pred": 44907, + "n_ref": 71961 + }, + "11": { + "Dice": 0.4485282159700764, + "FN": 3364, + "FP": 27, + "IoU": 0.2890985324947589, + "TN": 177671518, + "TP": 1379, + "n_pred": 1406, + "n_ref": 4743 + }, + "12": { + "Dice": 0.2032492222606291, + "FN": 4610, + "FP": 0, + "IoU": 0.113120430934975, + "TN": 177671090, + "TP": 588, + "n_pred": 588, + "n_ref": 5198 + }, + "13": { + "Dice": 0.473370721636437, + "FN": 47161, + "FP": 19416, + "IoU": 0.31007575208033245, + "TN": 177579789, + "TP": 29922, + "n_pred": 49338, + "n_ref": 77083 + }, + "14": { + "Dice": 0.6905830567572104, + "FN": 12470, + "FP": 44679, + "IoU": 0.5273973735569448, + "TN": 177555364, + "TP": 63775, + "n_pred": 108454, + "n_ref": 76245 + }, + "15": { + "Dice": 0.22932631196658798, + "FN": 10540, + "FP": 74342, + "IoU": 0.1295135933381875, + "TN": 177578777, + "TP": 12629, + "n_pred": 86971, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 3908, + "IoU": 0.0, + "TN": 177458014, + "TP": 0, + "n_pred": 3908, + "n_ref": 214366 + }, + "3": { + "Dice": 0.467731712871829, + "FN": 74578, + "FP": 226911, + "IoU": 0.3052544497598835, + "TN": 177242332, + "TP": 132467, + "n_pred": 359378, + "n_ref": 207045 + }, + "4": { + "Dice": 0.47401877248505503, + "FN": 16909, + "FP": 21981, + "IoU": 0.3106321125961641, + "TN": 177619874, + "TP": 17524, + "n_pred": 39505, + "n_ref": 34433 + }, + "5": { + "Dice": 0.04597134493914651, + "FN": 30435, + "FP": 528, + "IoU": 0.023526443596455265, + "TN": 177644579, + "TP": 746, + "n_pred": 1274, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7775969990849024, + "FN": 263277, + "FP": 618949, + "IoU": 0.6361216378745709, + "TN": 175251780, + "TP": 1542282, + "n_pred": 2161231, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.588026528358512, + "FN": 127775, + "FP": 209092, + "IoU": 0.4164572070004279, + "TN": 177099009, + "TP": 240412, + "n_pred": 449504, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7024434885115711, + "FN": 63584, + "FP": 51518, + "IoU": 0.5413586863402174, + "TN": 177425325, + "TP": 135861, + "n_pred": 187379, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7498968024640397, + "FN": 40758, + "FP": 22254, + "IoU": 0.5998679180583955, + "TN": 177518810, + "TP": 94466, + "n_pred": 116720, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7986359563847358, + "FN": 56029, + "FP": 10047, + "IoU": 0.664774312689933, + "TN": 193808426, + "TP": 131033, + "n_pred": 141080, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6494294882119008, + "FN": 34626, + "FP": 21968, + "IoU": 0.480855669913956, + "TN": 193896521, + "TP": 52420, + "n_pred": 74388, + "n_ref": 87046 + }, + "11": { + "Dice": 0.005128205128205128, + "FN": 3104, + "FP": 0, + "IoU": 0.002570694087403599, + "TN": 194002423, + "TP": 8, + "n_pred": 8, + "n_ref": 3112 + }, + "12": { + "Dice": 0.05801376597836775, + "FN": 3832, + "FP": 0, + "IoU": 0.029873417721518986, + "TN": 194001585, + "TP": 118, + "n_pred": 118, + "n_ref": 3950 + }, + "13": { + "Dice": 0.18108672148047572, + "FN": 59675, + "FP": 5463, + "IoU": 0.0995576444567321, + "TN": 193933195, + "TP": 7202, + "n_pred": 12665, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8744836154682404, + "FN": 5517, + "FP": 14688, + "IoU": 0.7769621371012253, + "TN": 193914945, + "TP": 70385, + "n_pred": 85073, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4024877099211455, + "FN": 8767, + "FP": 27453, + "IoU": 0.25194654990809395, + "TN": 193957116, + "TP": 12199, + "n_pred": 39652, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 177, + "IoU": 0.0, + "TN": 193866459, + "TP": 0, + "n_pred": 177, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6052427662894627, + "FN": 49808, + "FP": 60741, + "IoU": 0.43394129936097003, + "TN": 193810239, + "TP": 84747, + "n_pred": 145488, + "n_ref": 134555 + }, + "4": { + "Dice": 0.4780343055656076, + "FN": 14424, + "FP": 0, + "IoU": 0.3140900660991964, + "TN": 193984506, + "TP": 6605, + "n_pred": 6605, + "n_ref": 21029 + }, + "5": { + "Dice": 0.09769397542868405, + "FN": 25783, + "FP": 1685, + "IoU": 0.05135555171818339, + "TN": 193976580, + "TP": 1487, + "n_pred": 3172, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8184486849195974, + "FN": 332696, + "FP": 134242, + "IoU": 0.6926899191542125, + "TN": 192486099, + "TP": 1052498, + "n_pred": 1186740, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.40438625937115363, + "FN": 235236, + "FP": 20268, + "IoU": 0.25343618513323984, + "TN": 193663295, + "TP": 86736, + "n_pred": 107004, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7005378580073552, + "FN": 91489, + "FP": 36679, + "IoU": 0.5390983202735894, + "TN": 193727454, + "TP": 149913, + "n_pred": 186592, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6605076193106219, + "FN": 45797, + "FP": 8295, + "IoU": 0.49310293125421695, + "TN": 193898823, + "TP": 52620, + "n_pred": 60915, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8321985864625274, + "FN": 18136, + "FP": 20706, + "IoU": 0.7126199513165975, + "TN": 99520641, + "TP": 96317, + "n_pred": 117023, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5045963289061334, + "FN": 37872, + "FP": 28522, + "IoU": 0.3374315167603062, + "TN": 99555593, + "TP": 33813, + "n_pred": 62335, + "n_ref": 71685 + }, + "11": { + "Dice": 0.14136259249808625, + "FN": 3365, + "FP": 0, + "IoU": 0.07605711147721032, + "TN": 99652158, + "TP": 277, + "n_pred": 277, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.44362636947011436, + "FN": 27837, + "FP": 16294, + "IoU": 0.2850384771162414, + "TN": 99594075, + "TP": 17594, + "n_pred": 33888, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3490120417803207, + "FN": 33156, + "FP": 45124, + "IoU": 0.2113958736299162, + "TN": 99556536, + "TP": 20984, + "n_pred": 66108, + "n_ref": 54140 + }, + "15": { + "Dice": 0.20009142704233518, + "FN": 28974, + "FP": 42769, + "IoU": 0.11116755042370781, + "TN": 99575084, + "TP": 8973, + "n_pred": 51742, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7628330354545076, + "FN": 22987, + "FP": 34073, + "IoU": 0.6165966739459097, + "TN": 99506975, + "TP": 91765, + "n_pred": 125838, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7650225597006712, + "FN": 36912, + "FP": 16469, + "IoU": 0.6194627810490597, + "TN": 99515522, + "TP": 86897, + "n_pred": 103366, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4367161716171617, + "FN": 13613, + "FP": 41, + "IoU": 0.2793582097429672, + "TN": 99636853, + "TP": 5293, + "n_pred": 5334, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 710, + "IoU": 0.0, + "TN": 99648124, + "TP": 0, + "n_pred": 710, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9410172199702891, + "FN": 84361, + "FP": 74814, + "IoU": 0.888604836373154, + "TN": 98226878, + "TP": 1269747, + "n_pred": 1344561, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5841386334843918, + "FN": 39943, + "FP": 140928, + "IoU": 0.4125676759737708, + "TN": 99347899, + "TP": 127030, + "n_pred": 267958, + "n_ref": 166973 + }, + "8": { + "Dice": 0.767317081895087, + "FN": 15116, + "FP": 36924, + "IoU": 0.6224772572290818, + "TN": 99517954, + "TP": 85806, + "n_pred": 122730, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8429472151277285, + "FN": 19128, + "FP": 9343, + "IoU": 0.7285296108775041, + "TN": 99550923, + "TP": 76406, + "n_pred": 85749, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.649130489737085, + "FN": 192700, + "FP": 82121, + "IoU": 0.4805279005895596, + "TN": 62554481, + "TP": 254218, + "n_pred": 336339, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8068235073577655, + "FN": 19197, + "FP": 5535, + "IoU": 0.6761979575805185, + "TN": 63007140, + "TP": 51648, + "n_pred": 57183, + "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": 0.3616822429906542, + "FN": 2728, + "FP": 4, + "IoU": 0.22076440387906446, + "TN": 63080014, + "TP": 774, + "n_pred": 778, + "n_ref": 3502 + }, + "13": { + "Dice": 0.19611728870784248, + "FN": 40311, + "FP": 3499, + "IoU": 0.10871953452414859, + "TN": 63034366, + "TP": 5344, + "n_pred": 8843, + "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": 0.0, + "FN": 123972, + "FP": 0, + "IoU": 0.0, + "TN": 62959548, + "TP": 0, + "n_pred": 0, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6440875736468293, + "FN": 10015, + "FP": 119924, + "IoU": 0.47502151402148574, + "TN": 62836007, + "TP": 117574, + "n_pred": 237498, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.11611270085846358, + "FN": 15899, + "FP": 163, + "IoU": 0.061634632236957414, + "TN": 63066403, + "TP": 1055, + "n_pred": 1218, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7930013234045664, + "FN": 332416, + "FP": 83801, + "IoU": 0.6570026453064353, + "TN": 61870050, + "TP": 797253, + "n_pred": 881054, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6281059744896892, + "FN": 66591, + "FP": 40063, + "IoU": 0.45783855225701503, + "TN": 62886800, + "TP": 90066, + "n_pred": 130129, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7259410417804347, + "FN": 36185, + "FP": 21027, + "IoU": 0.5697860660976802, + "TN": 62950535, + "TP": 75773, + "n_pred": 96800, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6557001320045839, + "FN": 20288, + "FP": 3447, + "IoU": 0.487763294198895, + "TN": 63037184, + "TP": 22601, + "n_pred": 26048, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6568454330551678, + "FN": 127990, + "FP": 64786, + "IoU": 0.4890319023738589, + "TN": 109231542, + "TP": 184500, + "n_pred": 249286, + "n_ref": 312490 + }, + "10": { + "Dice": 0.31338252280710027, + "FN": 61340, + "FP": 55168, + "IoU": 0.1858053334824174, + "TN": 109465722, + "TP": 26588, + "n_pred": 81756, + "n_ref": 87928 + }, + "11": { + "Dice": 0.2652905198776758, + "FN": 3772, + "FP": 72, + "IoU": 0.15293080652269722, + "TN": 109604280, + "TP": 694, + "n_pred": 766, + "n_ref": 4466 + }, + "12": { + "Dice": 0.02564102564102564, + "FN": 4028, + "FP": 0, + "IoU": 0.012987012987012988, + "TN": 109604737, + "TP": 53, + "n_pred": 53, + "n_ref": 4081 + }, + "13": { + "Dice": 0.17956689729535447, + "FN": 70787, + "FP": 20519, + "IoU": 0.09863965724890916, + "TN": 109507520, + "TP": 9992, + "n_pred": 30511, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2508906040458093, + "FN": 39201, + "FP": 305450, + "IoU": 0.14343905797209505, + "TN": 109206452, + "TP": 57715, + "n_pred": 363165, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5825468018720749, + "FN": 43795, + "FP": 41833, + "IoU": 0.4109813309119925, + "TN": 109463444, + "TP": 59746, + "n_pred": 101579, + "n_ref": 103541 + }, + "2": { + "Dice": 0.54017933016424, + "FN": 109176, + "FP": 69388, + "IoU": 0.370031293107402, + "TN": 109325369, + "TP": 104885, + "n_pred": 174273, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6656190647059187, + "FN": 84302, + "FP": 77845, + "IoU": 0.4988223730573792, + "TN": 109285286, + "TP": 161385, + "n_pred": 239230, + "n_ref": 245687 + }, + "4": { + "Dice": 0.11306578706248854, + "FN": 47205, + "FP": 1195, + "IoU": 0.059920365154899485, + "TN": 109557333, + "TP": 3085, + "n_pred": 4280, + "n_ref": 50290 + }, + "5": { + "Dice": 0.2933256116982771, + "FN": 8526, + "FP": 1236, + "IoU": 0.17186969799796403, + "TN": 109597030, + "TP": 2026, + "n_pred": 3262, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7398239208355984, + "FN": 232490, + "FP": 483500, + "IoU": 0.5870798002499471, + "TN": 107874851, + "TP": 1017977, + "n_pred": 1501477, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.3058526749485826, + "FN": 970515, + "FP": 61916, + "IoU": 0.1805348746392525, + "TN": 108348934, + "TP": 227453, + "n_pred": 289369, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7754145325115027, + "FN": 9030, + "FP": 37536, + "IoU": 0.633205728058982, + "TN": 109481864, + "TP": 80388, + "n_pred": 117924, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6119309572435602, + "FN": 18047, + "FP": 29077, + "IoU": 0.4408505185220342, + "TN": 109524540, + "TP": 37154, + "n_pred": 66231, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6246176283963596, + "FN": 25799, + "FP": 13838, + "IoU": 0.45414107472388243, + "TN": 66994738, + "TP": 32977, + "n_pred": 46815, + "n_ref": 58776 + }, + "10": { + "Dice": 0.11891441081419189, + "FN": 73663, + "FP": 2402, + "IoU": 0.06321584275474765, + "TN": 66986154, + "TP": 5133, + "n_pred": 7535, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.02288853284504463, + "FN": 37761, + "FP": 660, + "IoU": 0.01157675387821255, + "TN": 67028481, + "TP": 450, + "n_pred": 1110, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8131194678135641, + "FN": 8738, + "FP": 21939, + "IoU": 0.6850895652620232, + "TN": 66969937, + "TP": 66738, + "n_pred": 88677, + "n_ref": 75476 + }, + "15": { + "Dice": 0.10568362714462591, + "FN": 27777, + "FP": 32897, + "IoU": 0.05578985044896435, + "TN": 67003093, + "TP": 3585, + "n_pred": 36482, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 97, + "IoU": 0.0, + "TN": 66921217, + "TP": 0, + "n_pred": 97, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7115531715411343, + "FN": 11998, + "FP": 108295, + "IoU": 0.5522565276459531, + "TN": 66798687, + "TP": 148372, + "n_pred": 256667, + "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": 0.0, + "FN": 8921, + "FP": 9, + "IoU": 0.0, + "TN": 67058422, + "TP": 0, + "n_pred": 9, + "n_ref": 8921 + }, + "6": { + "Dice": 0.6173297059861591, + "FN": 573497, + "FP": 54274, + "IoU": 0.44647643668836895, + "TN": 65933216, + "TP": 506365, + "n_pred": 560639, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.02630413127482337, + "FN": 346474, + "FP": 33763, + "IoU": 0.013327347790322623, + "TN": 66681979, + "TP": 5136, + "n_pred": 38899, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8058397227182019, + "FN": 8990, + "FP": 27982, + "IoU": 0.6748170560090064, + "TN": 66953656, + "TP": 76724, + "n_pred": 104706, + "n_ref": 85714 + }, + "9": { + "Dice": 0.3793527242933224, + "FN": 58361, + "FP": 3754, + "IoU": 0.23407482305358948, + "TN": 66986254, + "TP": 18983, + "n_pred": 22737, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6331646984260325, + "FN": 95800, + "FP": 2017, + "IoU": 0.46323408365069085, + "TN": 74337046, + "TP": 84417, + "n_pred": 86434, + "n_ref": 180217 + }, + "10": { + "Dice": 0.28712338593974174, + "FN": 44942, + "FP": 10708, + "IoU": 0.16762642655219348, + "TN": 74452423, + "TP": 11207, + "n_pred": 21915, + "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": 0.14496418036241046, + "FN": 2029, + "FP": 0, + "IoU": 0.0781462971376647, + "TN": 74517079, + "TP": 172, + "n_pred": 172, + "n_ref": 2201 + }, + "13": { + "Dice": 0.02422065855135406, + "FN": 42310, + "FP": 4423, + "IoU": 0.012258787225498278, + "TN": 74471967, + "TP": 580, + "n_pred": 5003, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3230760447590774, + "FN": 20607, + "FP": 26821, + "IoU": 0.1926599257821809, + "TN": 74460534, + "TP": 11318, + "n_pred": 38139, + "n_ref": 31925 + }, + "15": { + "Dice": 0.41557263678207834, + "FN": 21195, + "FP": 4580, + "IoU": 0.2622856979306792, + "TN": 74484341, + "TP": 9164, + "n_pred": 13744, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 500, + "IoU": 0.0, + "TN": 74377872, + "TP": 0, + "n_pred": 500, + "n_ref": 140908 + }, + "3": { + "Dice": 0.49168560147626444, + "FN": 61185, + "FP": 134116, + "IoU": 0.3259834965160462, + "TN": 74229523, + "TP": 94456, + "n_pred": 228572, + "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": 0.02759552296410652, + "FN": 10011, + "FP": 67, + "IoU": 0.01399080324821446, + "TN": 74509059, + "TP": 143, + "n_pred": 210, + "n_ref": 10154 + }, + "6": { + "Dice": 0.7065106915826435, + "FN": 707138, + "FP": 39598, + "IoU": 0.5462052813154612, + "TN": 72873743, + "TP": 898801, + "n_pred": 938399, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.33952920459023095, + "FN": 132293, + "FP": 3478, + "IoU": 0.2044776731568123, + "TN": 74348611, + "TP": 34898, + "n_pred": 38376, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9547011800532927, + "FN": 2933, + "FP": 2898, + "IoU": 0.9133284777858703, + "TN": 74452003, + "TP": 61446, + "n_pred": 64344, + "n_ref": 64379 + }, + "9": { + "Dice": 0.5674301891648437, + "FN": 48763, + "FP": 18467, + "IoU": 0.39609252189535143, + "TN": 74407955, + "TP": 44095, + "n_pred": 62562, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.58241175896356, + "FN": 157634, + "FP": 22030, + "IoU": 0.4108469173938279, + "TN": 65746227, + "TP": 125289, + "n_pred": 147319, + "n_ref": 282923 + }, + "10": { + "Dice": 0.08658544043598508, + "FN": 77162, + "FP": 57257, + "IoU": 0.04525179345123943, + "TN": 65910390, + "TP": 6371, + "n_pred": 63628, + "n_ref": 83533 + }, + "11": { + "Dice": 0.02819898909284384, + "FN": 3584, + "FP": 69, + "IoU": 0.014301133297355639, + "TN": 66047474, + "TP": 53, + "n_pred": 122, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 7, + "IoU": 0.0, + "TN": 66048147, + "TP": 0, + "n_pred": 7, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5399175136249816, + "FN": 25633, + "FP": 11849, + "IoU": 0.36978562421185374, + "TN": 65991705, + "TP": 21993, + "n_pred": 33842, + "n_ref": 47626 + }, + "14": { + "Dice": 0.25813328188866247, + "FN": 5147, + "FP": 302494, + "IoU": 0.14819347496836607, + "TN": 65690017, + "TP": 53522, + "n_pred": 356016, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6038723752386147, + "FN": 7988, + "FP": 13801, + "IoU": 0.43253379170247674, + "TN": 66012783, + "TP": 16608, + "n_pred": 30409, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5618144085383932, + "FN": 68149, + "FP": 50091, + "IoU": 0.3906411049268192, + "TN": 65857140, + "TP": 75800, + "n_pred": 125891, + "n_ref": 143949 + }, + "3": { + "Dice": 0.46845315904139434, + "FN": 92321, + "FP": 54067, + "IoU": 0.305869299268827, + "TN": 65840286, + "TP": 64506, + "n_pred": 118573, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5643392411086, + "FN": 17667, + "FP": 646, + "IoU": 0.39308676343872206, + "TN": 66021006, + "TP": 11861, + "n_pred": 12507, + "n_ref": 29528 + }, + "5": { + "Dice": 0.4155287392823118, + "FN": 7362, + "FP": 0, + "IoU": 0.26225072652570397, + "TN": 66041201, + "TP": 2617, + "n_pred": 2617, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8526780937609455, + "FN": 91086, + "FP": 231102, + "IoU": 0.7431899357313262, + "TN": 64796603, + "TP": 932389, + "n_pred": 1163491, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.35518672061664697, + "FN": 762169, + "FP": 16149, + "IoU": 0.21594349040628358, + "TN": 65058499, + "TP": 214363, + "n_pred": 230512, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7936511778481051, + "FN": 15719, + "FP": 18382, + "IoU": 0.657895264847512, + "TN": 65951500, + "TP": 65579, + "n_pred": 83961, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7530648259491199, + "FN": 21864, + "FP": 9760, + "IoU": 0.6039326194501847, + "TN": 65971335, + "TP": 48221, + "n_pred": 57981, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8332008350253082, + "FN": 7965, + "FP": 50363, + "IoU": 0.7140910450029165, + "TN": 113268531, + "TP": 145681, + "n_pred": 196044, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7147596644622964, + "FN": 16149, + "FP": 35265, + "IoU": 0.5561291882138633, + "TN": 113356709, + "TP": 64417, + "n_pred": 99682, + "n_ref": 80566 + }, + "11": { + "Dice": 0.017188459177409455, + "FN": 3202, + "FP": 0, + "IoU": 0.0086687306501548, + "TN": 113469310, + "TP": 28, + "n_pred": 28, + "n_ref": 3230 + }, + "12": { + "Dice": 0.06156015037593985, + "FN": 3952, + "FP": 42, + "IoU": 0.031757575757575755, + "TN": 113468415, + "TP": 131, + "n_pred": 173, + "n_ref": 4083 + }, + "13": { + "Dice": 0.1689319220591773, + "FN": 68449, + "FP": 14465, + "IoU": 0.09225867901599501, + "TN": 113381199, + "TP": 8427, + "n_pred": 22892, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8659321448741462, + "FN": 46637, + "FP": 20544, + "IoU": 0.7635629040715988, + "TN": 113188401, + "TP": 216958, + "n_pred": 237502, + "n_ref": 263595 + }, + "15": { + "Dice": 0.41020602596165295, + "FN": 8105, + "FP": 31515, + "IoU": 0.25802464511779466, + "TN": 113419142, + "TP": 13778, + "n_pred": 45293, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 149, + "IoU": 0.0, + "TN": 113345303, + "TP": 0, + "n_pred": 149, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7032794894263802, + "FN": 29610, + "FP": 46916, + "IoU": 0.5423524064682805, + "TN": 113305324, + "TP": 90690, + "n_pred": 137606, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7090385815203172, + "FN": 13477, + "FP": 980, + "IoU": 0.54923297580444, + "TN": 113440468, + "TP": 17615, + "n_pred": 18595, + "n_ref": 31092 + }, + "5": { + "Dice": 0.004559131941278381, + "FN": 32751, + "FP": 0, + "IoU": 0.0022847742643026868, + "TN": 113439714, + "TP": 75, + "n_pred": 75, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9036980479132464, + "FN": 174277, + "FP": 32319, + "IoU": 0.824314912687243, + "TN": 112296595, + "TP": 969349, + "n_pred": 1001668, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.603917279167476, + "FN": 99870, + "FP": 55114, + "IoU": 0.43257986805204696, + "TN": 113199402, + "TP": 118154, + "n_pred": 173268, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6824551152661213, + "FN": 86095, + "FP": 33467, + "IoU": 0.5179748509319024, + "TN": 113224499, + "TP": 128479, + "n_pred": 161946, + "n_ref": 214574 + }, + "9": { + "Dice": 0.5010121339059008, + "FN": 63421, + "FP": 21869, + "IoU": 0.3342336153870172, + "TN": 113344432, + "TP": 42818, + "n_pred": 64687, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5266174223127865, + "FN": 40353, + "FP": 115761, + "IoU": 0.3574206932319129, + "TN": 74953779, + "TP": 86835, + "n_pred": 202596, + "n_ref": 127188 + }, + "10": { + "Dice": 0.3846662512557702, + "FN": 69806, + "FP": 26970, + "IoU": 0.23813422554615232, + "TN": 75069703, + "TP": 30249, + "n_pred": 57219, + "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": 0.015335463258785943, + "FN": 3082, + "FP": 0, + "IoU": 0.0077269800386349004, + "TN": 75193622, + "TP": 24, + "n_pred": 24, + "n_ref": 3106 + }, + "13": { + "Dice": 0.1886145758169261, + "FN": 47941, + "FP": 15029, + "IoU": 0.10412724608402453, + "TN": 75126439, + "TP": 7319, + "n_pred": 22348, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9337414896489321, + "FN": 5097, + "FP": 13063, + "IoU": 0.875717736913064, + "TN": 75050609, + "TP": 127959, + "n_pred": 141022, + "n_ref": 133056 + }, + "15": { + "Dice": 0.20674029009295106, + "FN": 62224, + "FP": 26702, + "IoU": 0.11528742264759138, + "TN": 75096214, + "TP": 11588, + "n_pred": 38290, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 0, + "IoU": 0.0, + "TN": 75050416, + "TP": 0, + "n_pred": 0, + "n_ref": 146312 + }, + "3": { + "Dice": 0.61445837103667, + "FN": 10347, + "FP": 161785, + "IoU": 0.44347882314904624, + "TN": 74887428, + "TP": 137168, + "n_pred": 298953, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8313023522662076, + "FN": 6851, + "FP": 500, + "IoU": 0.711306601735852, + "TN": 75171265, + "TP": 18112, + "n_pred": 18612, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 50, + "IoU": 0.0, + "TN": 75188977, + "TP": 0, + "n_pred": 50, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8438696852164821, + "FN": 146042, + "FP": 264878, + "IoU": 0.7299087952507276, + "TN": 73675316, + "TP": 1110492, + "n_pred": 1375370, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6174168689863245, + "FN": 51744, + "FP": 72273, + "IoU": 0.44656762775172143, + "TN": 74972641, + "TP": 100070, + "n_pred": 172343, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7356551328084328, + "FN": 16205, + "FP": 33048, + "IoU": 0.581846893120633, + "TN": 75078941, + "TP": 68534, + "n_pred": 101582, + "n_ref": 84739 + }, + "9": { + "Dice": 0.5263270700864471, + "FN": 47765, + "FP": 5275, + "IoU": 0.35715324574586704, + "TN": 75114220, + "TP": 29468, + "n_pred": 34743, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7196324673080247, + "FN": 90928, + "FP": 6410, + "IoU": 0.5620514804799805, + "TN": 86705613, + "TP": 124921, + "n_pred": 131331, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5497564948556422, + "FN": 35753, + "FP": 18423, + "IoU": 0.3790787498137557, + "TN": 86840621, + "TP": 33075, + "n_pred": 51498, + "n_ref": 68828 + }, + "11": { + "Dice": 0.22124508215690813, + "FN": 2112, + "FP": 1253, + "IoU": 0.12438199323445225, + "TN": 86924029, + "TP": 478, + "n_pred": 1731, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 51, + "IoU": 0.0, + "TN": 86922906, + "TP": 0, + "n_pred": 51, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4846768320173867, + "FN": 34398, + "FP": 10179, + "IoU": 0.3198504729935917, + "TN": 86862332, + "TP": 20963, + "n_pred": 31142, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3010043767334394, + "FN": 13060, + "FP": 313062, + "IoU": 0.17716606953625674, + "TN": 86531532, + "TP": 70218, + "n_pred": 383280, + "n_ref": 83278 + }, + "15": { + "Dice": 0.39814789065324396, + "FN": 119702, + "FP": 10150, + "IoU": 0.2485547125917953, + "TN": 86755069, + "TP": 42951, + "n_pred": 53101, + "n_ref": 162653 + }, + "2": { + "Dice": 0.620350336064819, + "FN": 16417, + "FP": 115531, + "IoU": 0.4496433785192909, + "TN": 86688122, + "TP": 107802, + "n_pred": 223333, + "n_ref": 124219 + }, + "3": { + "Dice": 0.38454177830290726, + "FN": 124136, + "FP": 23798, + "IoU": 0.23803882585024905, + "TN": 86733723, + "TP": 46215, + "n_pred": 70013, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5625240148571916, + "FN": 9934, + "FP": 313, + "IoU": 0.3913275913275913, + "TN": 86911037, + "TP": 6588, + "n_pred": 6901, + "n_ref": 16522 + }, + "5": { + "Dice": 0.26281542612283765, + "FN": 4645, + "FP": 0, + "IoU": 0.15128814178695413, + "TN": 86922399, + "TP": 828, + "n_pred": 828, + "n_ref": 5473 + }, + "6": { + "Dice": 0.843060875127901, + "FN": 141099, + "FP": 243577, + "IoU": 0.7286994250636154, + "TN": 85509976, + "TP": 1033220, + "n_pred": 1276797, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.21126081906980607, + "FN": 899786, + "FP": 21795, + "IoU": 0.11810599405551377, + "TN": 85882870, + "TP": 123421, + "n_pred": 145216, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8658895886274076, + "FN": 7365, + "FP": 7201, + "IoU": 0.7634967283118739, + "TN": 86866283, + "TP": 47023, + "n_pred": 54224, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8138630022586216, + "FN": 7880, + "FP": 11734, + "IoU": 0.6861458700035203, + "TN": 86865378, + "TP": 42880, + "n_pred": 54614, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43473525561337306, + "FN": 9429, + "FP": 196099, + "IoU": 0.2777391218785361, + "TN": 37465038, + "TP": 79034, + "n_pred": 275133, + "n_ref": 88463 + }, + "10": { + "Dice": 0.16090457984218662, + "FN": 52321, + "FP": 19884, + "IoU": 0.08749115357395612, + "TN": 37670472, + "TP": 6923, + "n_pred": 26807, + "n_ref": 59244 + }, + "11": { + "Dice": 0.31883116883116885, + "FN": 2097, + "FP": 1, + "IoU": 0.18964851293935883, + "TN": 37747011, + "TP": 491, + "n_pred": 492, + "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": 0.2922546434470169, + "FN": 34799, + "FP": 14051, + "IoU": 0.17113479028098277, + "TN": 37690664, + "TP": 10086, + "n_pred": 24137, + "n_ref": 44885 + }, + "14": { + "Dice": 0.22882053675111902, + "FN": 14953, + "FP": 560151, + "IoU": 0.12919105121701935, + "TN": 37089175, + "TP": 85321, + "n_pred": 645472, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20389, + "IoU": 0.0, + "TN": 37729211, + "TP": 0, + "n_pred": 20389, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 0, + "IoU": 0.0, + "TN": 37649368, + "TP": 0, + "n_pred": 0, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4583768555381135, + "FN": 50301, + "FP": 40442, + "IoU": 0.29733392183737156, + "TN": 37620459, + "TP": 38398, + "n_pred": 78840, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 546, + "IoU": 0.0, + "TN": 37737360, + "TP": 0, + "n_pred": 546, + "n_ref": 11694 + }, + "5": { + "Dice": 0.11143474584233769, + "FN": 9456, + "FP": 1, + "IoU": 0.059004975124378106, + "TN": 37739550, + "TP": 593, + "n_pred": 594, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5798228683845775, + "FN": 431286, + "FP": 19796, + "IoU": 0.40827503518877317, + "TN": 36987283, + "TP": 311235, + "n_pred": 331031, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5160280765524751, + "FN": 213546, + "FP": 33572, + "IoU": 0.34773439335270717, + "TN": 37370739, + "TP": 131743, + "n_pred": 165315, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7305598262625648, + "FN": 6097, + "FP": 47004, + "IoU": 0.5754976416979775, + "TN": 37624510, + "TP": 71989, + "n_pred": 118993, + "n_ref": 78086 + }, + "9": { + "Dice": 0.5773180076628353, + "FN": 32169, + "FP": 927, + "IoU": 0.4057955402348379, + "TN": 37693902, + "TP": 22602, + "n_pred": 23529, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6605190890333784, + "FN": 62610, + "FP": 76586, + "IoU": 0.4931157164133993, + "TN": 75632077, + "TP": 135415, + "n_pred": 212001, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5599872187658591, + "FN": 54525, + "FP": 39115, + "IoU": 0.38887656141908034, + "TN": 75753462, + "TP": 59586, + "n_pred": 98701, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5237507711289328, + "FN": 2644, + "FP": 444, + "IoU": 0.35478478896782284, + "TN": 75901902, + "TP": 1698, + "n_pred": 2142, + "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": 0.5088081443081326, + "FN": 19810, + "FP": 22070, + "IoU": 0.34120904185870915, + "TN": 75843117, + "TP": 21691, + "n_pred": 43761, + "n_ref": 41501 + }, + "14": { + "Dice": 0.5593807409675444, + "FN": 6756, + "FP": 177444, + "IoU": 0.3882918664736122, + "TN": 75605564, + "TP": 116924, + "n_pred": 294368, + "n_ref": 123680 + }, + "15": { + "Dice": 0.40857332683024244, + "FN": 134075, + "FP": 19926, + "IoU": 0.25673399454620044, + "TN": 75699493, + "TP": 53194, + "n_pred": 73120, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5694062571979357, + "FN": 55512, + "FP": 151995, + "IoU": 0.39802093365979324, + "TN": 75561980, + "TP": 137201, + "n_pred": 289196, + "n_ref": 192713 + }, + "3": { + "Dice": 0.3217350764973632, + "FN": 187055, + "FP": 83551, + "IoU": 0.19170696592161585, + "TN": 75571901, + "TP": 64181, + "n_pred": 147732, + "n_ref": 251236 + }, + "4": { + "Dice": 0.808119315141787, + "FN": 6011, + "FP": 5465, + "IoU": 0.6780203131137422, + "TN": 75871046, + "TP": 24166, + "n_pred": 29631, + "n_ref": 30177 + }, + "5": { + "Dice": 0.36528313774907456, + "FN": 7310, + "FP": 749, + "IoU": 0.22345345924070148, + "TN": 75896310, + "TP": 2319, + "n_pred": 3068, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8922685687521381, + "FN": 187689, + "FP": 179178, + "IoU": 0.8054917858085833, + "TN": 74020562, + "TP": 1519259, + "n_pred": 1698437, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.758381904881043, + "FN": 94892, + "FP": 19065, + "IoU": 0.6108012663977678, + "TN": 75613889, + "TP": 178842, + "n_pred": 197907, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9286064092677133, + "FN": 9264, + "FP": 3419, + "IoU": 0.8667276128028918, + "TN": 75811522, + "TP": 82483, + "n_pred": 85902, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7628693444136657, + "FN": 24870, + "FP": 8002, + "IoU": 0.6166441199794748, + "TN": 75820940, + "TP": 52876, + "n_pred": 60878, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6808344896419095, + "FN": 25128, + "FP": 40427, + "IoU": 0.5161099833917697, + "TN": 61252275, + "TP": 69920, + "n_pred": 110347, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6927826080433298, + "FN": 31878, + "FP": 9075, + "IoU": 0.5299674042787623, + "TN": 61300622, + "TP": 46175, + "n_pred": 55250, + "n_ref": 78053 + }, + "11": { + "Dice": 0.4519209897981333, + "FN": 2301, + "FP": 224, + "IoU": 0.29192372406057204, + "TN": 61384184, + "TP": 1041, + "n_pred": 1265, + "n_ref": 3342 + }, + "12": { + "Dice": 0.4438799076212471, + "FN": 2408, + "FP": 0, + "IoU": 0.2852478480261205, + "TN": 61384381, + "TP": 961, + "n_pred": 961, + "n_ref": 3369 + }, + "13": { + "Dice": 0.14162717339957026, + "FN": 34808, + "FP": 21521, + "IoU": 0.07621031225400157, + "TN": 61326774, + "TP": 4647, + "n_pred": 26168, + "n_ref": 39455 + }, + "14": { + "Dice": 0.5632592174858219, + "FN": 4535, + "FP": 91496, + "IoU": 0.3920395553192028, + "TN": 61229794, + "TP": 61925, + "n_pred": 153421, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6456535069100514, + "FN": 15354, + "FP": 14696, + "IoU": 0.4767269751162345, + "TN": 61330323, + "TP": 27377, + "n_pred": 42073, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 6617, + "IoU": 0.0, + "TN": 61247969, + "TP": 0, + "n_pred": 6617, + "n_ref": 133164 + }, + "3": { + "Dice": 0.7659580663948747, + "FN": 28408, + "FP": 35888, + "IoU": 0.6206904688864242, + "TN": 61218242, + "TP": 105212, + "n_pred": 141100, + "n_ref": 133620 + }, + "4": { + "Dice": 0.42427014254135226, + "FN": 13410, + "FP": 1696, + "IoU": 0.26925309597523217, + "TN": 61367078, + "TP": 5566, + "n_pred": 7262, + "n_ref": 18976 + }, + "5": { + "Dice": 0.002668397519111496, + "FN": 27658, + "FP": 0, + "IoU": 0.0013359812240476621, + "TN": 61360055, + "TP": 37, + "n_pred": 37, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8571873595486467, + "FN": 177446, + "FP": 94869, + "IoU": 0.750068146962481, + "TN": 60298193, + "TP": 817242, + "n_pred": 912111, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3439991305900344, + "FN": 135820, + "FP": 33196, + "IoU": 0.20772883453412772, + "TN": 61174419, + "TP": 44315, + "n_pred": 77511, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5586518071501303, + "FN": 126709, + "FP": 62271, + "IoU": 0.3875897648614316, + "TN": 61079166, + "TP": 119604, + "n_pred": 181875, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6746582390122005, + "FN": 33820, + "FP": 10446, + "IoU": 0.5090447300999301, + "TN": 61297587, + "TP": 45897, + "n_pred": 56343, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8178762180252934, + "FN": 19827, + "FP": 53963, + "IoU": 0.6918702004785429, + "TN": 39509323, + "TP": 165687, + "n_pred": 219650, + "n_ref": 185514 + }, + "10": { + "Dice": 0.24947538415418388, + "FN": 38933, + "FP": 38678, + "IoU": 0.14251463926637942, + "TN": 39658290, + "TP": 12899, + "n_pred": 51577, + "n_ref": 51832 + }, + "11": { + "Dice": 0.566537320246519, + "FN": 1790, + "FP": 109, + "IoU": 0.39522292993630576, + "TN": 39745660, + "TP": 1241, + "n_pred": 1350, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0023094688221709007, + "FN": 3456, + "FP": 0, + "IoU": 0.0011560693641618498, + "TN": 39745340, + "TP": 4, + "n_pred": 4, + "n_ref": 3460 + }, + "13": { + "Dice": 0.47958518235752573, + "FN": 28735, + "FP": 3984, + "IoU": 0.31543048436028875, + "TN": 39701005, + "TP": 15076, + "n_pred": 19060, + "n_ref": 43811 + }, + "14": { + "Dice": 0.06779180552290609, + "FN": 23528, + "FP": 246130, + "IoU": 0.03508514543964675, + "TN": 39469337, + "TP": 9805, + "n_pred": 255935, + "n_ref": 33333 + }, + "15": { + "Dice": 0.4936020034024028, + "FN": 28359, + "FP": 19566, + "IoU": 0.32767037961897816, + "TN": 39677518, + "TP": 23357, + "n_pred": 42923, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 31, + "IoU": 0.0, + "TN": 39630922, + "TP": 0, + "n_pred": 31, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6788755196399907, + "FN": 10572, + "FP": 106457, + "IoU": 0.5138618879085456, + "TN": 39508068, + "TP": 123703, + "n_pred": 230160, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6981561270639869, + "FN": 10729, + "FP": 550, + "IoU": 0.5362825309377955, + "TN": 39724477, + "TP": 13044, + "n_pred": 13594, + "n_ref": 23773 + }, + "5": { + "Dice": 0.553017764537129, + "FN": 4018, + "FP": 33, + "IoU": 0.38218697575110566, + "TN": 39742243, + "TP": 2506, + "n_pred": 2539, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8905420448233203, + "FN": 123163, + "FP": 74677, + "IoU": 0.8026821031550517, + "TN": 38746154, + "TP": 804806, + "n_pred": 879483, + "n_ref": 927969 + }, + "7": { + "Dice": 0.10175345140254448, + "FN": 692158, + "FP": 12679, + "IoU": 0.05360391750888543, + "TN": 39004041, + "TP": 39922, + "n_pred": 52601, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8198540746069263, + "FN": 1666, + "FP": 19370, + "IoU": 0.6947056774642981, + "TN": 39679896, + "TP": 47868, + "n_pred": 67238, + "n_ref": 49534 + }, + "9": { + "Dice": 0.6798482183097567, + "FN": 18248, + "FP": 3773, + "IoU": 0.5149773137747236, + "TN": 39703398, + "TP": 23381, + "n_pred": 27154, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6221347665323357, + "FN": 14595, + "FP": 85452, + "IoU": 0.4515207666330424, + "TN": 101214200, + "TP": 82361, + "n_pred": 167813, + "n_ref": 96956 + }, + "10": { + "Dice": 0.2865802011646374, + "FN": 49910, + "FP": 111808, + "IoU": 0.16725626805493335, + "TN": 101202409, + "TP": 32481, + "n_pred": 144289, + "n_ref": 82391 + }, + "11": { + "Dice": 0.35154746038797574, + "FN": 4342, + "FP": 37, + "IoU": 0.21325907294286742, + "TN": 101391042, + "TP": 1187, + "n_pred": 1224, + "n_ref": 5529 + }, + "12": { + "Dice": 0.00972972972972973, + "FN": 5198, + "FP": 298, + "IoU": 0.004888647474198805, + "TN": 101391085, + "TP": 27, + "n_pred": 325, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5938320527850713, + "FN": 19300, + "FP": 22621, + "IoU": 0.42230521180718245, + "TN": 101324042, + "TP": 30645, + "n_pred": 53266, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8091708451420682, + "FN": 30806, + "FP": 37470, + "IoU": 0.6795020443034112, + "TN": 101183577, + "TP": 144755, + "n_pred": 182225, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6196801697954404, + "FN": 9940, + "FP": 10846, + "IoU": 0.44893955461293744, + "TN": 101358888, + "TP": 16934, + "n_pred": 27780, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 606, + "IoU": 0.0, + "TN": 101214263, + "TP": 0, + "n_pred": 606, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4102932792804206, + "FN": 102403, + "FP": 83791, + "IoU": 0.2580936935931816, + "TN": 101145641, + "TP": 64773, + "n_pred": 148564, + "n_ref": 167176 + }, + "4": { + "Dice": 0.46811192336778423, + "FN": 2718, + "FP": 14162, + "IoU": 0.3055784103998684, + "TN": 101372300, + "TP": 7428, + "n_pred": 21590, + "n_ref": 10146 + }, + "5": { + "Dice": 0.029363617761407817, + "FN": 37942, + "FP": 6, + "IoU": 0.014900576294065729, + "TN": 101358086, + "TP": 574, + "n_pred": 580, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8626631256796344, + "FN": 223271, + "FP": 288483, + "IoU": 0.758493938917731, + "TN": 99277597, + "TP": 1607257, + "n_pred": 1895740, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5167819510381688, + "FN": 249026, + "FP": 147423, + "IoU": 0.34841940562946017, + "TN": 100788166, + "TP": 211993, + "n_pred": 359416, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6105784312056669, + "FN": 130174, + "FP": 29969, + "IoU": 0.4394479292094873, + "TN": 101110920, + "TP": 125545, + "n_pred": 155514, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7481182526711362, + "FN": 19331, + "FP": 25979, + "IoU": 0.5975949839251141, + "TN": 101284010, + "TP": 67288, + "n_pred": 93267, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005101597677767365, + "FN": 216437, + "FP": 1202, + "IoU": 0.002557322053007145, + "TN": 73665307, + "TP": 558, + "n_pred": 1760, + "n_ref": 216995 + }, + "10": { + "Dice": 0.085822827585831, + "FN": 67968, + "FP": 99757, + "IoU": 0.044835362589551134, + "TN": 73707906, + "TP": 7873, + "n_pred": 107630, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6236498544190852, + "FN": 2939, + "FP": 1068, + "IoU": 0.4531186024293708, + "TN": 73876177, + "TP": 3320, + "n_pred": 4388, + "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": 0.047392309191657614, + "FN": 59537, + "FP": 8885, + "IoU": 0.024271290856197593, + "TN": 73813380, + "TP": 1702, + "n_pred": 10587, + "n_ref": 61239 + }, + "14": { + "Dice": 0.2586711437235165, + "FN": 15709, + "FP": 473978, + "IoU": 0.14854812908610376, + "TN": 73308384, + "TP": 85433, + "n_pred": 559411, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6678588551683852, + "FN": 100986, + "FP": 19554, + "IoU": 0.5013424123708782, + "TN": 73641775, + "TP": 121189, + "n_pred": 140743, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1367462725953292, + "FN": 170322, + "FP": 91382, + "IoU": 0.07339111715386358, + "TN": 73601072, + "TP": 20728, + "n_pred": 112110, + "n_ref": 191050 + }, + "3": { + "Dice": 0.29486224869694716, + "FN": 152089, + "FP": 17424, + "IoU": 0.17292576419213973, + "TN": 73678549, + "TP": 35442, + "n_pred": 52866, + "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": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.46227745165237505, + "FN": 1026213, + "FP": 544381, + "IoU": 0.3006247467393386, + "TN": 71637794, + "TP": 675116, + "n_pred": 1219497, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1701753341666832, + "FN": 146869, + "FP": 104065, + "IoU": 0.09300089639418212, + "TN": 73606840, + "TP": 25730, + "n_pred": 129795, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4575242485354845, + "FN": 55626, + "FP": 862, + "IoU": 0.29661681754224306, + "TN": 73803195, + "TP": 23821, + "n_pred": 24683, + "n_ref": 79447 + }, + "9": { + "Dice": 0.594372809253211, + "FN": 42956, + "FP": 21501, + "IoU": 0.42285238444870255, + "TN": 73771822, + "TP": 47225, + "n_pred": 68726, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5457416410733813, + "FN": 64820, + "FP": 139147, + "IoU": 0.375271448655238, + "TN": 69169287, + "TP": 122522, + "n_pred": 261669, + "n_ref": 187342 + }, + "10": { + "Dice": 0.23844190816150798, + "FN": 52243, + "FP": 45043, + "IoU": 0.13535852678730137, + "TN": 69383260, + "TP": 15230, + "n_pred": 60273, + "n_ref": 67473 + }, + "11": { + "Dice": 0.49777211966900065, + "FN": 2288, + "FP": 79, + "IoU": 0.3313559322033898, + "TN": 69492236, + "TP": 1173, + "n_pred": 1252, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 130, + "IoU": 0.0, + "TN": 69492494, + "TP": 0, + "n_pred": 130, + "n_ref": 3152 + }, + "13": { + "Dice": 0.43935953677372896, + "FN": 47922, + "FP": 28375, + "IoU": 0.2815251476085994, + "TN": 69389583, + "TP": 29896, + "n_pred": 58271, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8897253539826184, + "FN": 27058, + "FP": 3674, + "IoU": 0.8013560943448668, + "TN": 69341067, + "TP": 123977, + "n_pred": 127651, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4252171660822442, + "FN": 51311, + "FP": 64087, + "IoU": 0.2700163837983844, + "TN": 69337693, + "TP": 42685, + "n_pred": 106772, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 12724, + "IoU": 0.0, + "TN": 69332902, + "TP": 0, + "n_pred": 12724, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5428462941868326, + "FN": 55337, + "FP": 142115, + "IoU": 0.3725388008287679, + "TN": 69181092, + "TP": 117232, + "n_pred": 259347, + "n_ref": 172569 + }, + "4": { + "Dice": 0.36416540305725176, + "FN": 28233, + "FP": 2797, + "IoU": 0.22261749674316064, + "TN": 69455860, + "TP": 8886, + "n_pred": 11683, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6032207718501703, + "FN": 10590, + "FP": 596, + "IoU": 0.43186550865965767, + "TN": 69476087, + "TP": 8503, + "n_pred": 9099, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8587007980976923, + "FN": 172755, + "FP": 247479, + "IoU": 0.7523888535682994, + "TN": 67798623, + "TP": 1276919, + "n_pred": 1524398, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7685151931607234, + "FN": 72254, + "FP": 72771, + "IoU": 0.6240557649535206, + "TN": 69110014, + "TP": 240737, + "n_pred": 313508, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6138665119496575, + "FN": 19912, + "FP": 66607, + "IoU": 0.44286247842773613, + "TN": 69340484, + "TP": 68773, + "n_pred": 135380, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7044559770937724, + "FN": 25258, + "FP": 20984, + "IoU": 0.543753021617515, + "TN": 69394423, + "TP": 55111, + "n_pred": 76095, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6903570924794653, + "FN": 43351, + "FP": 99334, + "IoU": 0.5271338381746177, + "TN": 50531807, + "TP": 159060, + "n_pred": 258394, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6214085790057522, + "FN": 33546, + "FP": 17989, + "IoU": 0.45075616280680814, + "TN": 50739723, + "TP": 42294, + "n_pred": 60283, + "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": 0.0, + "FN": 6299, + "FP": 136, + "IoU": 0.0, + "TN": 50827117, + "TP": 0, + "n_pred": 136, + "n_ref": 6299 + }, + "13": { + "Dice": 0.44989193083573487, + "FN": 23285, + "FP": 37799, + "IoU": 0.2902326229927262, + "TN": 50747490, + "TP": 24978, + "n_pred": 62777, + "n_ref": 48263 + }, + "14": { + "Dice": 0.21740060297070005, + "FN": 34981, + "FP": 78456, + "IoU": 0.12195707197758393, + "TN": 50704359, + "TP": 15756, + "n_pred": 94212, + "n_ref": 50737 + }, + "15": { + "Dice": 0.09720318230283431, + "FN": 30608, + "FP": 46443, + "IoU": 0.05108437296025813, + "TN": 50752353, + "TP": 4148, + "n_pred": 50591, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 10797, + "IoU": 0.0, + "TN": 50610685, + "TP": 0, + "n_pred": 10797, + "n_ref": 212070 + }, + "3": { + "Dice": 0.617473591628949, + "FN": 32536, + "FP": 178837, + "IoU": 0.4466269778936676, + "TN": 50451580, + "TP": 170599, + "n_pred": 349436, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5813673245320408, + "FN": 7110, + "FP": 8523, + "IoU": 0.4098082150407732, + "TN": 50807064, + "TP": 10855, + "n_pred": 19378, + "n_ref": 17965 + }, + "5": { + "Dice": 0.04832092387175201, + "FN": 12526, + "FP": 0, + "IoU": 0.024758642167549052, + "TN": 50820708, + "TP": 318, + "n_pred": 318, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8562671109815526, + "FN": 201884, + "FP": 467704, + "IoU": 0.748660040471864, + "TN": 48169479, + "TP": 1994485, + "n_pred": 2462189, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5664751560636607, + "FN": 82537, + "FP": 140665, + "IoU": 0.39516242669932905, + "TN": 50464524, + "TP": 145826, + "n_pred": 286491, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8751496470393967, + "FN": 7527, + "FP": 19692, + "IoU": 0.7780142885104717, + "TN": 50710936, + "TP": 95397, + "n_pred": 115089, + "n_ref": 102924 + }, + "9": { + "Dice": 0.6947667096734398, + "FN": 47537, + "FP": 11844, + "IoU": 0.5322931270773933, + "TN": 50706590, + "TP": 67581, + "n_pred": 79425, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43675521875088036, + "FN": 149939, + "FP": 10009, + "IoU": 0.2793901658842505, + "TN": 76662898, + "TP": 62014, + "n_pred": 72023, + "n_ref": 211953 + }, + "10": { + "Dice": 0.24343650172417441, + "FN": 53452, + "FP": 18072, + "IoU": 0.13858679288458528, + "TN": 76801829, + "TP": 11507, + "n_pred": 29579, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6531986531986532, + "FN": 1419, + "FP": 126, + "IoU": 0.485, + "TN": 76881860, + "TP": 1455, + "n_pred": 1581, + "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": 0.40087961569171565, + "FN": 27470, + "FP": 18301, + "IoU": 0.2506875777617707, + "TN": 76823776, + "TP": 15313, + "n_pred": 33614, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8860873148142454, + "FN": 9467, + "FP": 9056, + "IoU": 0.7954728647932424, + "TN": 76794295, + "TP": 72042, + "n_pred": 81098, + "n_ref": 81509 + }, + "15": { + "Dice": 0.2820894886968368, + "FN": 26763, + "FP": 40689, + "IoU": 0.16420499603489294, + "TN": 76804156, + "TP": 13252, + "n_pred": 53941, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6921299493446913, + "FN": 11190, + "FP": 71285, + "IoU": 0.5292039136440958, + "TN": 76709678, + "TP": 92707, + "n_pred": 163992, + "n_ref": 103897 + }, + "3": { + "Dice": 0.39188960248887245, + "FN": 71965, + "FP": 7003, + "IoU": 0.24369570838880217, + "TN": 76780447, + "TP": 25445, + "n_pred": 32448, + "n_ref": 97410 + }, + "4": { + "Dice": 0.741494896938163, + "FN": 10061, + "FP": 273, + "IoU": 0.589187040349831, + "TN": 76859705, + "TP": 14821, + "n_pred": 15094, + "n_ref": 24882 + }, + "5": { + "Dice": 0.4359812420065369, + "FN": 11153, + "FP": 754, + "IoU": 0.27875704161366527, + "TN": 76868351, + "TP": 4602, + "n_pred": 5356, + "n_ref": 15755 + }, + "6": { + "Dice": 0.830909826338503, + "FN": 75167, + "FP": 354575, + "IoU": 0.7107320248327464, + "TN": 75399241, + "TP": 1055877, + "n_pred": 1410452, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4855544429848333, + "FN": 81872, + "FP": 86131, + "IoU": 0.3206153174246928, + "TN": 76637573, + "TP": 79284, + "n_pred": 165415, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8186850704774911, + "FN": 10164, + "FP": 19576, + "IoU": 0.6930286327697611, + "TN": 76787978, + "TP": 67142, + "n_pred": 86718, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7827455813562645, + "FN": 21905, + "FP": 16876, + "IoU": 0.6430418894912696, + "TN": 76776217, + "TP": 69862, + "n_pred": 86738, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3734839085407541, + "FN": 95073, + "FP": 3899, + "IoU": 0.22962201880565414, + "TN": 130871460, + "TP": 29500, + "n_pred": 33399, + "n_ref": 124573 + }, + "10": { + "Dice": 0.39320556020355685, + "FN": 31949, + "FP": 47106, + "IoU": 0.24471428980882592, + "TN": 130895263, + "TP": 25614, + "n_pred": 72720, + "n_ref": 57563 + }, + "11": { + "Dice": 0.4578590612610308, + "FN": 3778, + "FP": 461, + "IoU": 0.2968983247636424, + "TN": 130993903, + "TP": 1790, + "n_pred": 2251, + "n_ref": 5568 + }, + "12": { + "Dice": 0.007367990176013099, + "FN": 7275, + "FP": 0, + "IoU": 0.0036976170912078883, + "TN": 130992630, + "TP": 27, + "n_pred": 27, + "n_ref": 7302 + }, + "13": { + "Dice": 0.16469886570724865, + "FN": 70961, + "FP": 4668, + "IoU": 0.08973942348197629, + "TN": 130916847, + "TP": 7456, + "n_pred": 12124, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6716156532040168, + "FN": 449480, + "FP": 36186, + "IoU": 0.5055883523649842, + "TN": 130017621, + "TP": 496645, + "n_pred": 532831, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 23307, + "IoU": 0.0, + "TN": 130951315, + "TP": 0, + "n_pred": 23307, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6047187921974393, + "FN": 70174, + "FP": 124200, + "IoU": 0.433402807130052, + "TN": 130656877, + "TP": 148681, + "n_pred": 272881, + "n_ref": 218855 + }, + "3": { + "Dice": 0.22750484752848832, + "FN": 243970, + "FP": 21362, + "IoU": 0.1283528743146421, + "TN": 130695529, + "TP": 39071, + "n_pred": 60433, + "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": 0.06280173637875776, + "FN": 22945, + "FP": 156, + "IoU": 0.03241884816753927, + "TN": 130976057, + "TP": 774, + "n_pred": 930, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7352646935612863, + "FN": 469057, + "FP": 253897, + "IoU": 0.5813585576508262, + "TN": 129273027, + "TP": 1003951, + "n_pred": 1257848, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.16888540581787434, + "FN": 179500, + "FP": 62297, + "IoU": 0.09223093210794252, + "TN": 130733568, + "TP": 24567, + "n_pred": 86864, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8263715041842501, + "FN": 33595, + "FP": 5245, + "IoU": 0.7041167687479051, + "TN": 130868664, + "TP": 92428, + "n_pred": 97673, + "n_ref": 126023 + }, + "9": { + "Dice": 0.592820857042608, + "FN": 18359, + "FP": 35023, + "IoU": 0.4212831465059301, + "TN": 130907690, + "TP": 38860, + "n_pred": 73883, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6774249987135286, + "FN": 24506, + "FP": 6837, + "IoU": 0.5122015749992218, + "TN": 74362444, + "TP": 32911, + "n_pred": 39748, + "n_ref": 57417 + }, + "10": { + "Dice": 0.2091883582489915, + "FN": 68637, + "FP": 8014, + "IoU": 0.11681203839196211, + "TN": 74339909, + "TP": 10138, + "n_pred": 18152, + "n_ref": 78775 + }, + "11": { + "Dice": 0.3102352193261284, + "FN": 1900, + "FP": 270, + "IoU": 0.1835966892400301, + "TN": 74424040, + "TP": 488, + "n_pred": 758, + "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": 0.26241854581292384, + "FN": 85487, + "FP": 14799, + "IoU": 0.15102517650644226, + "TN": 74308572, + "TP": 17840, + "n_pred": 32639, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8377413969102386, + "FN": 30149, + "FP": 24372, + "IoU": 0.7207874346407739, + "TN": 74231431, + "TP": 140746, + "n_pred": 165118, + "n_ref": 170895 + }, + "15": { + "Dice": 0.18297247706422018, + "FN": 14739, + "FP": 52053, + "IoU": 0.10069879226077473, + "TN": 74352427, + "TP": 7479, + "n_pred": 59532, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6929882327898731, + "FN": 14574, + "FP": 77734, + "IoU": 0.5302081053708387, + "TN": 74230211, + "TP": 104179, + "n_pred": 181913, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5678568771060772, + "FN": 77773, + "FP": 3533, + "IoU": 0.3965084690408681, + "TN": 74291972, + "TP": 53420, + "n_pred": 56953, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0007219979652784615, + "FN": 30449, + "FP": 0, + "IoU": 0.00036112934996717006, + "TN": 74396238, + "TP": 11, + "n_pred": 11, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9015363140999043, + "FN": 132546, + "FP": 32379, + "IoU": 0.8207247318887684, + "TN": 73506744, + "TP": 755029, + "n_pred": 787408, + "n_ref": 887575 + }, + "7": { + "Dice": 0.17110067227363507, + "FN": 135306, + "FP": 12035, + "IoU": 0.09355390407756478, + "TN": 74264150, + "TP": 15207, + "n_pred": 27242, + "n_ref": 150513 + }, + "8": { + "Dice": 0.78524538918412, + "FN": 14344, + "FP": 1457, + "IoU": 0.6464230571281523, + "TN": 74382009, + "TP": 28888, + "n_pred": 30345, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7086921163413701, + "FN": 4143, + "FP": 20215, + "IoU": 0.5488173078704133, + "TN": 74372711, + "TP": 29629, + "n_pred": 49844, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6246551928783383, + "FN": 8833, + "FP": 149281, + "IoU": 0.45418079135051537, + "TN": 106357006, + "TP": 131568, + "n_pred": 280849, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5533827660848339, + "FN": 39265, + "FP": 57709, + "IoU": 0.3825357206530321, + "TN": 106489636, + "TP": 60078, + "n_pred": 117787, + "n_ref": 99343 + }, + "11": { + "Dice": 0.44668979037852513, + "FN": 3170, + "FP": 499, + "IoU": 0.28757281553398056, + "TN": 106641538, + "TP": 1481, + "n_pred": 1980, + "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": 0.4567157842994872, + "FN": 20502, + "FP": 28129, + "IoU": 0.2959375723882326, + "TN": 106577616, + "TP": 20441, + "n_pred": 48570, + "n_ref": 40943 + }, + "14": { + "Dice": 0.5813212212156766, + "FN": 12533, + "FP": 70612, + "IoU": 0.4097623999943209, + "TN": 106505821, + "TP": 57722, + "n_pred": 128334, + "n_ref": 70255 + }, + "15": { + "Dice": 0.23126996564402386, + "FN": 18887, + "FP": 32129, + "IoU": 0.1307548134264781, + "TN": 106587998, + "TP": 7674, + "n_pred": 39803, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6025511403715025, + "FN": 84167, + "FP": 51061, + "IoU": 0.43117938536347344, + "TN": 106408954, + "TP": 102506, + "n_pred": 153567, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5506970328894435, + "FN": 49878, + "FP": 114300, + "IoU": 0.3799737152179824, + "TN": 106381896, + "TP": 100614, + "n_pred": 214914, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8498705780845557, + "FN": 1218, + "FP": 1914, + "IoU": 0.7389347336834209, + "TN": 106634691, + "TP": 8865, + "n_pred": 10779, + "n_ref": 10083 + }, + "5": { + "Dice": 0.12613372706180132, + "FN": 4143, + "FP": 0, + "IoU": 0.06731202161188654, + "TN": 106642246, + "TP": 299, + "n_pred": 299, + "n_ref": 4442 + }, + "6": { + "Dice": 0.8785098861568937, + "FN": 212690, + "FP": 80462, + "IoU": 0.7833416231788515, + "TN": 105293627, + "TP": 1059909, + "n_pred": 1140371, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7587865533852822, + "FN": 75922, + "FP": 89967, + "IoU": 0.6113264043785496, + "TN": 106219880, + "TP": 260919, + "n_pred": 350886, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7806689998829055, + "FN": 11028, + "FP": 22688, + "IoU": 0.6402437072525315, + "TN": 106552969, + "TP": 60003, + "n_pred": 82691, + "n_ref": 71031 + }, + "9": { + "Dice": 0.7123495638732472, + "FN": 33470, + "FP": 8214, + "IoU": 0.5532165748461918, + "TN": 106553390, + "TP": 51614, + "n_pred": 59828, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7096371530205416, + "FN": 50708, + "FP": 34429, + "IoU": 0.5499516315753306, + "TN": 107937755, + "TP": 104036, + "n_pred": 138465, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6334116818134279, + "FN": 23606, + "FP": 42991, + "IoU": 0.463498533818838, + "TN": 108002796, + "TP": 57535, + "n_pred": 100526, + "n_ref": 81141 + }, + "11": { + "Dice": 0.41647168928404305, + "FN": 1702, + "FP": 2039, + "IoU": 0.26300236406619387, + "TN": 108121852, + "TP": 1335, + "n_pred": 3374, + "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": 0.5414405760227086, + "FN": 46140, + "FP": 6847, + "IoU": 0.37121598689909696, + "TN": 108042659, + "TP": 31282, + "n_pred": 38129, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6708830027434509, + "FN": 12260, + "FP": 14852, + "IoU": 0.5047584254269797, + "TN": 108072183, + "TP": 27633, + "n_pred": 42485, + "n_ref": 39893 + }, + "15": { + "Dice": 0.13104358784581224, + "FN": 20680, + "FP": 66200, + "IoU": 0.07011591441812674, + "TN": 108033497, + "TP": 6551, + "n_pred": 72751, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7821149018217174, + "FN": 23883, + "FP": 68894, + "IoU": 0.6421910433025315, + "TN": 107867636, + "TP": 166515, + "n_pred": 235409, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6435834035883827, + "FN": 86491, + "FP": 39493, + "IoU": 0.4744732593887264, + "TN": 107887199, + "TP": 113745, + "n_pred": 153238, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0668014557217954, + "FN": 32070, + "FP": 2547, + "IoU": 0.03455488621151272, + "TN": 108091072, + "TP": 1239, + "n_pred": 3786, + "n_ref": 33309 + }, + "5": { + "Dice": 0.017382413087934562, + "FN": 3843, + "FP": 1, + "IoU": 0.008767405879319236, + "TN": 108123050, + "TP": 34, + "n_pred": 35, + "n_ref": 3877 + }, + "6": { + "Dice": 0.942897761050579, + "FN": 103479, + "FP": 63172, + "IoU": 0.8919645861195584, + "TN": 106584369, + "TP": 1375908, + "n_pred": 1439080, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5893964485367903, + "FN": 101030, + "FP": 115425, + "IoU": 0.4178328120083161, + "TN": 107755119, + "TP": 155354, + "n_pred": 270779, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6949518843072953, + "FN": 10854, + "FP": 17517, + "IoU": 0.5325105457421566, + "TN": 108066240, + "TP": 32317, + "n_pred": 49834, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7382110641210551, + "FN": 16441, + "FP": 15686, + "IoU": 0.5850511469311841, + "TN": 108049504, + "TP": 45297, + "n_pred": 60983, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6267830761140835, + "FN": 49400, + "FP": 40028, + "IoU": 0.45643413302861036, + "TN": 62405639, + "TP": 75093, + "n_pred": 115121, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5673775372649423, + "FN": 29894, + "FP": 14715, + "IoU": 0.39604121254789404, + "TN": 62496299, + "TP": 29252, + "n_pred": 43967, + "n_ref": 59146 + }, + "11": { + "Dice": 0.4710593374590462, + "FN": 1405, + "FP": 48, + "IoU": 0.3080952380952381, + "TN": 62568060, + "TP": 647, + "n_pred": 695, + "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": 0.524750010980484, + "FN": 23788, + "FP": 8673, + "IoU": 0.35570243340875707, + "TN": 62519778, + "TP": 17921, + "n_pred": 26594, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8924209282894033, + "FN": 66595, + "FP": 2802, + "IoU": 0.8057401508238206, + "TN": 62212922, + "TP": 287841, + "n_pred": 290643, + "n_ref": 354436 + }, + "15": { + "Dice": 0.1592884291367893, + "FN": 81176, + "FP": 26103, + "IoU": 0.08653633282811941, + "TN": 62452718, + "TP": 10163, + "n_pred": 36266, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7854632939908909, + "FN": 38705, + "FP": 31385, + "IoU": 0.6467184483636346, + "TN": 62371763, + "TP": 128307, + "n_pred": 159692, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6579497158683921, + "FN": 89943, + "FP": 24663, + "IoU": 0.4902571264638773, + "TN": 62345329, + "TP": 110225, + "n_pred": 134888, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8642190592892827, + "FN": 5143, + "FP": 619, + "IoU": 0.7609029420307897, + "TN": 62546061, + "TP": 18337, + "n_pred": 18956, + "n_ref": 23480 + }, + "5": { + "Dice": 0.22049956933677864, + "FN": 7151, + "FP": 89, + "IoU": 0.12391093901258471, + "TN": 62561896, + "TP": 1024, + "n_pred": 1113, + "n_ref": 8175 + }, + "6": { + "Dice": 0.882159672897375, + "FN": 189038, + "FP": 149861, + "IoU": 0.7891642943173108, + "TN": 60962752, + "TP": 1268509, + "n_pred": 1418370, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5293572957072119, + "FN": 93642, + "FP": 73070, + "IoU": 0.3599496289357193, + "TN": 62309693, + "TP": 93755, + "n_pred": 166825, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7683252882323763, + "FN": 6615, + "FP": 31685, + "IoU": 0.6238053610191633, + "TN": 62468351, + "TP": 63509, + "n_pred": 95194, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7402182053721434, + "FN": 13027, + "FP": 12641, + "IoU": 0.5875765220045953, + "TN": 62507923, + "TP": 36569, + "n_pred": 49210, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4730950242149664, + "FN": 183803, + "FP": 32051, + "IoU": 0.30983920526667497, + "TN": 55068489, + "TP": 96905, + "n_pred": 128956, + "n_ref": 280708 + }, + "10": { + "Dice": 0.49546083404703867, + "FN": 38966, + "FP": 37618, + "IoU": 0.3293106921103103, + "TN": 55267061, + "TP": 37603, + "n_pred": 75221, + "n_ref": 76569 + }, + "11": { + "Dice": 0.37706342311033886, + "FN": 3242, + "FP": 343, + "IoU": 0.23233404710920771, + "TN": 55376578, + "TP": 1085, + "n_pred": 1428, + "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": 0.4138039745538479, + "FN": 36495, + "FP": 15568, + "IoU": 0.26087820667527933, + "TN": 55310809, + "TP": 18376, + "n_pred": 33944, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8041031400251684, + "FN": 14994, + "FP": 24079, + "IoU": 0.6723850249444514, + "TN": 55261983, + "TP": 80192, + "n_pred": 104271, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6319115118036375, + "FN": 39356, + "FP": 17150, + "IoU": 0.4618937424411241, + "TN": 55276239, + "TP": 48503, + "n_pred": 65653, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6816388971899361, + "FN": 23155, + "FP": 137710, + "IoU": 0.5170350488474171, + "TN": 55048170, + "TP": 172213, + "n_pred": 309923, + "n_ref": 195368 + }, + "3": { + "Dice": 0.17242008790447527, + "FN": 165471, + "FP": 11334, + "IoU": 0.09434339191591155, + "TN": 55186025, + "TP": 18418, + "n_pred": 29752, + "n_ref": 183889 + }, + "4": { + "Dice": 0.4806533945890761, + "FN": 5055, + "FP": 32, + "IoU": 0.31635532858486765, + "TN": 55373807, + "TP": 2354, + "n_pred": 2386, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5900783289817232, + "FN": 3267, + "FP": 30, + "IoU": 0.4185185185185185, + "TN": 55375578, + "TP": 2373, + "n_pred": 2403, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8599832398358145, + "FN": 209869, + "FP": 209843, + "IoU": 0.7543601724872531, + "TN": 53672600, + "TP": 1288936, + "n_pred": 1498779, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.4631049865558543, + "FN": 114627, + "FP": 25945, + "IoU": 0.3013250628733884, + "TN": 55180050, + "TP": 60626, + "n_pred": 86571, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7508943557281926, + "FN": 7906, + "FP": 18067, + "IoU": 0.601145594987638, + "TN": 55316129, + "TP": 39146, + "n_pred": 57213, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8256713520152943, + "FN": 9239, + "FP": 8360, + "IoU": 0.7031007490383967, + "TN": 55321972, + "TP": 41677, + "n_pred": 50037, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6226207720987506, + "FN": 98114, + "FP": 132967, + "IoU": 0.452032932896378, + "TN": 110724909, + "TP": 190625, + "n_pred": 323592, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5949725204647172, + "FN": 30960, + "FP": 38904, + "IoU": 0.4234597039066497, + "TN": 111025437, + "TP": 51314, + "n_pred": 90218, + "n_ref": 82274 + }, + "11": { + "Dice": 0.736874518860662, + "FN": 1241, + "FP": 468, + "IoU": 0.583373963920039, + "TN": 111142513, + "TP": 2393, + "n_pred": 2861, + "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": 0.4181043831456908, + "FN": 41389, + "FP": 17635, + "IoU": 0.26430592429171496, + "TN": 111066386, + "TP": 21205, + "n_pred": 38840, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5908746998256521, + "FN": 23154, + "FP": 1720, + "IoU": 0.41932019796432907, + "TN": 111103779, + "TP": 17962, + "n_pred": 19682, + "n_ref": 41116 + }, + "15": { + "Dice": 0.1484359203951359, + "FN": 15086, + "FP": 102842, + "IoU": 0.08016785485858696, + "TN": 111018409, + "TP": 10278, + "n_pred": 113120, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6731596921560064, + "FN": 24117, + "FP": 103840, + "IoU": 0.5073403997274061, + "TN": 110886888, + "TP": 131770, + "n_pred": 235610, + "n_ref": 155887 + }, + "3": { + "Dice": 0.4091541120791928, + "FN": 180413, + "FP": 4855, + "IoU": 0.2571928023863746, + "TN": 110897199, + "TP": 64148, + "n_pred": 69003, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8294013040901008, + "FN": 4846, + "FP": 910, + "IoU": 0.708527445817298, + "TN": 111126867, + "TP": 13992, + "n_pred": 14902, + "n_ref": 18838 + }, + "5": { + "Dice": 0.328165824769204, + "FN": 3825, + "FP": 32, + "IoU": 0.19629089393623672, + "TN": 111141816, + "TP": 942, + "n_pred": 974, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9217015180487325, + "FN": 105122, + "FP": 149572, + "IoU": 0.8547740106068218, + "TN": 109392838, + "TP": 1499083, + "n_pred": 1648655, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.1977616755582769, + "FN": 306675, + "FP": 277677, + "IoU": 0.10973114536310687, + "TN": 110490238, + "TP": 72025, + "n_pred": 349702, + "n_ref": 378700 + }, + "8": { + "Dice": 0.777075453956579, + "FN": 6172, + "FP": 36502, + "IoU": 0.6354238750630067, + "TN": 111029564, + "TP": 74377, + "n_pred": 110879, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8704292673959003, + "FN": 8507, + "FP": 5589, + "IoU": 0.770584118614, + "TN": 111085172, + "TP": 47347, + "n_pred": 52936, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8007444421782582, + "FN": 45149, + "FP": 33007, + "IoU": 0.667701255963061, + "TN": 96885827, + "TP": 157042, + "n_pred": 190049, + "n_ref": 202191 + }, + "10": { + "Dice": 0.36316309758480103, + "FN": 43358, + "FP": 65515, + "IoU": 0.22186883558706652, + "TN": 96981109, + "TP": 31043, + "n_pred": 96558, + "n_ref": 74401 + }, + "11": { + "Dice": 0.4884194923105429, + "FN": 2594, + "FP": 167, + "IoU": 0.3231184113753371, + "TN": 97116946, + "TP": 1318, + "n_pred": 1485, + "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": 0.6720015699442888, + "FN": 20552, + "FP": 9533, + "IoU": 0.5060258767897018, + "TN": 97060121, + "TP": 30819, + "n_pred": 40352, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9274952631257258, + "FN": 11909, + "FP": 7071, + "IoU": 0.864793628631267, + "TN": 96980647, + "TP": 121398, + "n_pred": 128469, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5884005338796288, + "FN": 30586, + "FP": 22456, + "IoU": 0.4168324995877082, + "TN": 97030070, + "TP": 37913, + "n_pred": 60369, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6521287956638255, + "FN": 37936, + "FP": 100180, + "IoU": 0.4838212980334412, + "TN": 96853451, + "TP": 129458, + "n_pred": 229638, + "n_ref": 167394 + }, + "3": { + "Dice": 0.46463837325733653, + "FN": 144439, + "FP": 29326, + "IoU": 0.30262471405064817, + "TN": 96871855, + "TP": 75405, + "n_pred": 104731, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8585783951529481, + "FN": 2708, + "FP": 2077, + "IoU": 0.7522009321595029, + "TN": 97101715, + "TP": 14525, + "n_pred": 16602, + "n_ref": 17233 + }, + "5": { + "Dice": 0.4301244111607682, + "FN": 8897, + "FP": 539, + "IoU": 0.27398630453181505, + "TN": 97108028, + "TP": 3561, + "n_pred": 4100, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8825886949740647, + "FN": 125982, + "FP": 262917, + "IoU": 0.7898512311485695, + "TN": 95270436, + "TP": 1461690, + "n_pred": 1724607, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4997839452205668, + "FN": 202429, + "FP": 46458, + "IoU": 0.3331413122985454, + "TN": 96747802, + "TP": 124336, + "n_pred": 170794, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7919276270006959, + "FN": 9068, + "FP": 38772, + "IoU": 0.6555299539170507, + "TN": 96982145, + "TP": 91040, + "n_pred": 129812, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8497736031614022, + "FN": 17279, + "FP": 10358, + "IoU": 0.7387881251004225, + "TN": 97015222, + "TP": 78166, + "n_pred": 88524, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21744096283288114, + "FN": 173053, + "FP": 294, + "IoU": 0.12198247480119535, + "TN": 78858975, + "TP": 24083, + "n_pred": 24377, + "n_ref": 197136 + }, + "10": { + "Dice": 0.4903359173126615, + "FN": 59804, + "FP": 9230, + "IoU": 0.3247980282075859, + "TN": 78954163, + "TP": 33208, + "n_pred": 42438, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6393020027761254, + "FN": 1397, + "FP": 422, + "IoU": 0.4698338676770621, + "TN": 79052974, + "TP": 1612, + "n_pred": 2034, + "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": 0.506182605437362, + "FN": 41159, + "FP": 6285, + "IoU": 0.3388517279821628, + "TN": 78984645, + "TP": 24316, + "n_pred": 30601, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6173207443211701, + "FN": 13229, + "FP": 17331, + "IoU": 0.446467061529823, + "TN": 79001196, + "TP": 24649, + "n_pred": 41980, + "n_ref": 37878 + }, + "15": { + "Dice": 0.12973640856672158, + "FN": 32862, + "FP": 43206, + "IoU": 0.06936798062100859, + "TN": 78974667, + "TP": 5670, + "n_pred": 48876, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6142519900856747, + "FN": 8537, + "FP": 122350, + "IoU": 0.4432638442855502, + "TN": 78821308, + "TP": 104210, + "n_pred": 226560, + "n_ref": 112747 + }, + "3": { + "Dice": 0.00011347885645735221, + "FN": 121373, + "FP": 1984, + "IoU": 5.674264777406699e-05, + "TN": 78933041, + "TP": 7, + "n_pred": 1991, + "n_ref": 121380 + }, + "4": { + "Dice": 0.554023183010407, + "FN": 5208, + "FP": 63, + "IoU": 0.38314803978935047, + "TN": 79047860, + "TP": 3274, + "n_pred": 3337, + "n_ref": 8482 + }, + "5": { + "Dice": 0.030610428901939848, + "FN": 4872, + "FP": 575, + "IoU": 0.015543105006325683, + "TN": 79050872, + "TP": 86, + "n_pred": 661, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8457512202794232, + "FN": 218996, + "FP": 182117, + "IoU": 0.7327287107759944, + "TN": 77555634, + "TP": 1099658, + "n_pred": 1281775, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.3823882188872608, + "FN": 360312, + "FP": 6823, + "IoU": 0.2363905996185437, + "TN": 78575616, + "TP": 113654, + "n_pred": 120477, + "n_ref": 473966 + }, + "8": { + "Dice": 0.46824000781784425, + "FN": 12361, + "FP": 31171, + "IoU": 0.3056875817410444, + "TN": 78993707, + "TP": 19166, + "n_pred": 50337, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8227646482247877, + "FN": 10854, + "FP": 15184, + "IoU": 0.6988956345764672, + "TN": 78969930, + "TP": 60437, + "n_pred": 75621, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6747448084132489, + "FN": 89253, + "FP": 49737, + "IoU": 0.5091433051511877, + "TN": 122428782, + "TP": 144168, + "n_pred": 193905, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5896362575374441, + "FN": 34613, + "FP": 70871, + "IoU": 0.41807389100056824, + "TN": 122530673, + "TP": 75783, + "n_pred": 146654, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6135371179039302, + "FN": 1934, + "FP": 898, + "IoU": 0.44251968503937006, + "TN": 122706860, + "TP": 2248, + "n_pred": 3146, + "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": 0.2552644479546816, + "FN": 42084, + "FP": 26279, + "IoU": 0.14630552329574545, + "TN": 122631861, + "TP": 11716, + "n_pred": 37995, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6897047328475252, + "FN": 25636, + "FP": 48200, + "IoU": 0.5263735206388915, + "TN": 122556045, + "TP": 82059, + "n_pred": 130259, + "n_ref": 107695 + }, + "15": { + "Dice": 0.767986987209899, + "FN": 11429, + "FP": 12534, + "IoU": 0.6233594769187244, + "TN": 122648317, + "TP": 39660, + "n_pred": 52194, + "n_ref": 51089 + }, + "2": { + "Dice": 0.4063298048230499, + "FN": 85946, + "FP": 63067, + "IoU": 0.2549648014079437, + "TN": 122511932, + "TP": 50995, + "n_pred": 114062, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6710774163566218, + "FN": 23859, + "FP": 95756, + "IoU": 0.5049785627969342, + "TN": 122470304, + "TP": 122021, + "n_pred": 217777, + "n_ref": 145880 + }, + "4": { + "Dice": 0.01049165690049668, + "FN": 65099, + "FP": 5825, + "IoU": 0.005273492286115007, + "TN": 122640640, + "TP": 376, + "n_pred": 6201, + "n_ref": 65475 + }, + "5": { + "Dice": 0.46169179020804785, + "FN": 11650, + "FP": 1313, + "IoU": 0.3001295756397797, + "TN": 122693418, + "TP": 5559, + "n_pred": 6872, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8685776033278274, + "FN": 193232, + "FP": 266012, + "IoU": 0.7676864148018947, + "TN": 120735112, + "TP": 1517584, + "n_pred": 1783596, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3807955195567734, + "FN": 376525, + "FP": 240407, + "IoU": 0.2351744477958323, + "TN": 121905309, + "TP": 189699, + "n_pred": 430106, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7734254675249204, + "FN": 14673, + "FP": 56676, + "IoU": 0.6305572527779791, + "TN": 122518814, + "TP": 121777, + "n_pred": 178453, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8157049873946456, + "FN": 14403, + "FP": 12864, + "IoU": 0.6887684054331698, + "TN": 122624330, + "TP": 60343, + "n_pred": 73207, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..5efd8e489f6237f659d2268bc457cc3d15d60e3f --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1696.3416666666667, + "FP": 1728.7666666666667, + "IoU": NaN, + "TN": 170241.2, + "TP": 1565.6916666666666, + "n_pred": 3294.4583333333335, + "n_ref": 3262.0333333333333 + }, + "mean": { + "1": { + "Dice": 0.33540874507549256, + "FN": 7737.875, + "FP": 66.75, + "IoU": 0.2404311817881488, + "TN": 160976.125, + "TP": 6451.25, + "n_pred": 6518.0, + "n_ref": 14189.125 + }, + "10": { + "Dice": 0.3440206162092112, + "FN": 2151.5, + "FP": 270.375, + "IoU": 0.2776423037738219, + "TN": 171238.0, + "TP": 1572.125, + "n_pred": 1842.5, + "n_ref": 3723.625 + }, + "11": { + "Dice": 0.5970507544581619, + "FN": 232.75, + "FP": 61.0, + "IoU": 0.42556832070398437, + "TN": 174720.625, + "TP": 217.625, + "n_pred": 278.625, + "n_ref": 450.375 + }, + "12": { + "Dice": 0.0, + "FN": 23.125, + "FP": 9.75, + "IoU": 0.0, + "TN": 175199.125, + "TP": 0.0, + "n_pred": 9.75, + "n_ref": 23.125 + }, + "13": { + "Dice": 0.31991904458283965, + "FN": 4298.875, + "FP": 203.875, + "IoU": 0.28419512910194694, + "TN": 170267.125, + "TP": 462.125, + "n_pred": 666.0, + "n_ref": 4761.0 + }, + "14": { + "Dice": 0.4093939439749656, + "FN": 1485.25, + "FP": 5289.625, + "IoU": 0.34658800040954235, + "TN": 165072.0, + "TP": 3385.125, + "n_pred": 8674.75, + "n_ref": 4870.375 + }, + "15": { + "Dice": 0.0, + "FN": 2.625, + "FP": 344.0, + "IoU": 0.0, + "TN": 174885.375, + "TP": 0.0, + "n_pred": 344.0, + "n_ref": 2.625 + }, + "2": { + "Dice": 0.3779780959002813, + "FN": 66.625, + "FP": 7151.25, + "IoU": 0.3273574425390714, + "TN": 167005.625, + "TP": 1008.5, + "n_pred": 8159.75, + "n_ref": 1075.125 + }, + "3": { + "Dice": 0.011713901530823335, + "FN": 6900.25, + "FP": 21.875, + "IoU": 0.0059974580310332044, + "TN": 168140.0, + "TP": 169.875, + "n_pred": 191.75, + "n_ref": 7070.125 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "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": 0.15384675424013236, + "FN": 222.0, + "FP": 7373.375, + "IoU": 0.14285817823389577, + "TN": 162708.875, + "TP": 4927.75, + "n_pred": 12301.125, + "n_ref": 5149.75 + }, + "7": { + "Dice": 0.014187643020594966, + "FN": 257.625, + "FP": 19.75, + "IoU": 0.00730098916627414, + "TN": 174946.875, + "TP": 7.75, + "n_pred": 27.5, + "n_ref": 265.375 + }, + "8": { + "Dice": 0.2719942813291705, + "FN": 683.5, + "FP": 185.875, + "IoU": 0.2297215711343135, + "TN": 172745.5, + "TP": 1617.125, + "n_pred": 1803.0, + "n_ref": 2300.625 + }, + "9": { + "Dice": 0.324046996913174, + "FN": 1383.125, + "FP": 4934.0, + "IoU": 0.2675083243488291, + "TN": 165248.75, + "TP": 3666.125, + "n_pred": 8600.125, + "n_ref": 5049.25 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3020845812866898, + "FN": 22921, + "FP": 381, + "IoU": 0.17791497618627625, + "TN": 146887, + "TP": 5043, + "n_pred": 5424, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8440754292147481, + "FN": 1151, + "FP": 1065, + "IoU": 0.7302167031896761, + "TN": 167018, + "TP": 5998, + "n_pred": 7063, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 77, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 77, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 56192, + "IoU": 0.0, + "TN": 119040, + "TP": 0, + "n_pred": 56192, + "n_ref": 0 + }, + "3": { + "Dice": 0.04685560612329334, + "FN": 55202, + "FP": 88, + "IoU": 0.023989832124132818, + "TN": 118583, + "TP": 1359, + "n_pred": 1447, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9836, + "IoU": 0.0, + "TN": 165396, + "TP": 0, + "n_pred": 9836, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.41483516483516486, + "FN": 15330, + "FP": 6, + "IoU": 0.2616984402079723, + "TN": 154460, + "TP": 5436, + "n_pred": 5442, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0565594593299142, + "FN": 19027, + "FP": 656, + "IoU": 0.02910274749667045, + "TN": 154959, + "TP": 590, + "n_pred": 1246, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5461711711711712, + "FN": 182, + "FP": 624, + "IoU": 0.3756777691711851, + "TN": 173941, + "TP": 485, + "n_pred": 1109, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 19156, + "IoU": 0.0, + "TN": 156076, + "TP": 0, + "n_pred": 19156, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 175106, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1047, + "IoU": 0.0, + "TN": 174185, + "TP": 0, + "n_pred": 1047, + "n_ref": 0 + }, + "9": { + "Dice": 0.3123500859349916, + "FN": 6181, + "FP": 30228, + "IoU": 0.1850799050987063, + "TN": 130554, + "TP": 8269, + "n_pred": 38497, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 42212, + "IoU": 0.0, + "TN": 133020, + "TP": 0, + "n_pred": 42212, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2189, + "IoU": 0.0, + "TN": 173043, + "TP": 0, + "n_pred": 2189, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7885, + "IoU": 0.0, + "TN": 167347, + "TP": 0, + "n_pred": 7885, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 0, + "IoU": 0.0, + "TN": 174655, + "TP": 0, + "n_pred": 0, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14989, + "FP": 684, + "IoU": 0.0, + "TN": 159559, + "TP": 0, + "n_pred": 684, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 207, + "IoU": 0.0, + "TN": 175025, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1068, + "IoU": 0.0, + "TN": 174164, + "TP": 0, + "n_pred": 1068, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8159828439875114, + "FN": 5468, + "FP": 367, + "IoU": 0.6891647134029405, + "TN": 156460, + "TP": 12937, + "n_pred": 13304, + "n_ref": 18405 + }, + "9": { + "Dice": 0.06372770888023897, + "FN": 2029, + "FP": 8314, + "IoU": 0.032912575970079475, + "TN": 164537, + "TP": 352, + "n_pred": 8666, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 174828, + "TP": 0, + "n_pred": 404, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8187878879499312, + "FN": 11882, + "FP": 105, + "IoU": 0.6931760008190847, + "TN": 136164, + "TP": 27081, + "n_pred": 27186, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 563, + "IoU": 0.0, + "TN": 174648, + "TP": 0, + "n_pred": 563, + "n_ref": 21 + }, + "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": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 189, + "IoU": 0.0, + "TN": 175043, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.805213103205354, + "FN": 154, + "FP": 399, + "IoU": 0.6739386792452831, + "TN": 173536, + "TP": 1143, + "n_pred": 1542, + "n_ref": 1297 + }, + "11": { + "Dice": 0.5970507544581619, + "FN": 1862, + "FP": 488, + "IoU": 0.42556832070398437, + "TN": 171141, + "TP": 1741, + "n_pred": 2229, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9031976744186047, + "FN": 375, + "FP": 291, + "IoU": 0.8234826398091705, + "TN": 171459, + "TP": 3107, + "n_pred": 3398, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9657412124299541, + "FN": 351, + "FP": 187, + "IoU": 0.9337520009851004, + "TN": 167111, + "TP": 7583, + "n_pred": 7770, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9230805254407942, + "FN": 1776, + "FP": 4794, + "IoU": 0.8571490694033745, + "TN": 129240, + "TP": 39422, + "n_pred": 44216, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9201101928374655, + "FN": 2855, + "FP": 741, + "IoU": 0.8520408163265306, + "TN": 150928, + "TP": 20708, + "n_pred": 21449, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.704141653939788, + "FN": 38982, + "FP": 150, + "IoU": 0.5433785691781701, + "TN": 89533, + "TP": 46567, + "n_pred": 46717, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 174943, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16248, + "IoU": 0.0, + "TN": 158984, + "TP": 0, + "n_pred": 16248, + "n_ref": 0 + }, + "7": { + "Dice": 0.056750572082379866, + "FN": 2061, + "FP": 0, + "IoU": 0.02920395666509656, + "TN": 173109, + "TP": 62, + "n_pred": 62, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 3680.9416666666666, + "FP": 1993.9, + "IoU": NaN, + "TN": 167921.04166666666, + "TP": 1636.1166666666666, + "n_pred": 3630.016666666667, + "n_ref": 5317.058333333333 + }, + "mean": { + "1": { + "Dice": 0.04738001958863859, + "FN": 542.625, + "FP": 426.25, + "IoU": 0.026169867460102785, + "TN": 174214.75, + "TP": 48.375, + "n_pred": 474.625, + "n_ref": 591.0 + }, + "10": { + "Dice": 0.1136199065235995, + "FN": 1133.5, + "FP": 1384.25, + "IoU": 0.07934902537697683, + "TN": 172174.875, + "TP": 539.375, + "n_pred": 1923.625, + "n_ref": 1672.875 + }, + "11": { + "Dice": 0.0, + "FN": 137.25, + "FP": 2.875, + "IoU": 0.0, + "TN": 175091.875, + "TP": 0.0, + "n_pred": 2.875, + "n_ref": 137.25 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.10129471851689589, + "FN": 406.625, + "FP": 1506.375, + "IoU": 0.07846604508269925, + "TN": 171671.625, + "TP": 1647.375, + "n_pred": 3153.75, + "n_ref": 2054.0 + }, + "14": { + "Dice": 0.025810638447094126, + "FN": 21467.5, + "FP": 810.125, + "IoU": 0.013271687225622, + "TN": 152783.75, + "TP": 170.625, + "n_pred": 980.75, + "n_ref": 21638.125 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 989.375, + "IoU": 0.0, + "TN": 174242.625, + "TP": 0.0, + "n_pred": 989.375, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.41999359948795906, + "FN": 897.375, + "FP": 285.375, + "IoU": 0.36205945237602594, + "TN": 171424.5, + "TP": 2624.75, + "n_pred": 2910.125, + "n_ref": 3522.125 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 741.5, + "IoU": 0.0, + "TN": 174490.5, + "TP": 0.0, + "n_pred": 741.5, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 35.25, + "IoU": 0.0, + "TN": 175196.75, + "TP": 0.0, + "n_pred": 35.25, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.09448735583536133, + "FN": 1132.375, + "FP": 277.75, + "IoU": 0.058251793868232225, + "TN": 173598.625, + "TP": 223.25, + "n_pred": 501.0, + "n_ref": 1355.625 + }, + "6": { + "Dice": 0.31466404649044283, + "FN": 11847.5, + "FP": 17012.875, + "IoU": 0.2236004651695113, + "TN": 139996.75, + "TP": 6374.875, + "n_pred": 23387.75, + "n_ref": 18222.375 + }, + "7": { + "Dice": 0.28007473863657173, + "FN": 9572.0, + "FP": 3309.0, + "IoU": 0.19070006533027953, + "TN": 157243.0, + "TP": 5108.0, + "n_pred": 8417.0, + "n_ref": 14680.0 + }, + "8": { + "Dice": 0.3245434316877866, + "FN": 4613.375, + "FP": 1165.125, + "IoU": 0.2641149850221804, + "TN": 164767.875, + "TP": 4685.625, + "n_pred": 5850.75, + "n_ref": 9299.0 + }, + "9": { + "Dice": 0.3129111184596349, + "FN": 3464.0, + "FP": 1962.375, + "IoU": 0.2124585967108637, + "TN": 166686.125, + "TP": 3119.5, + "n_pred": 5081.875, + "n_ref": 6583.5 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "14": { + "Dice": 0.06384455239417071, + "FN": 264, + "FP": 5132, + "IoU": 0.032974910394265235, + "TN": 169652, + "TP": 184, + "n_pred": 5316, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6077, + "IoU": 0.0, + "TN": 169155, + "TP": 0, + "n_pred": 6077, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 625, + "IoU": 0.0, + "TN": 174607, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5680995326179975, + "FN": 5615, + "FP": 946, + "IoU": 0.39674512688488417, + "TN": 164356, + "TP": 4315, + "n_pred": 5261, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7090630296182713, + "FN": 3253, + "FP": 7562, + "IoU": 0.5492623155788947, + "TN": 151238, + "TP": 13179, + "n_pred": 20741, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.39420148617371176, + "FN": 6044, + "FP": 8875, + "IoU": 0.2454862691549082, + "TN": 155459, + "TP": 4854, + "n_pred": 13729, + "n_ref": 10898 + }, + "9": { + "Dice": 0.4550010022048507, + "FN": 10056, + "FP": 820, + "IoU": 0.29449922158796055, + "TN": 159816, + "TP": 4540, + "n_pred": 5360, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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": 0.3779494233414453, + "FN": 3826, + "FP": 2053, + "IoU": 0.2330071754729289, + "TN": 167567, + "TP": 1786, + "n_pred": 3839, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "7": { + "Dice": 0.6831683168316832, + "FN": 63, + "FP": 1, + "IoU": 0.518796992481203, + "TN": 175099, + "TP": 69, + "n_pred": 70, + "n_ref": 132 + }, + "8": { + "Dice": 0.8919085855466338, + "FN": 7769, + "FP": 106, + "IoU": 0.8049052396878483, + "TN": 134867, + "TP": 32490, + "n_pred": 32596, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 4257, + "IoU": 0.0, + "TN": 170831, + "TP": 0, + "n_pred": 4257, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1498, + "IoU": 0.0, + "TN": 173734, + "TP": 0, + "n_pred": 1498, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5225, + "FP": 166, + "IoU": 0.0, + "TN": 169841, + "TP": 0, + "n_pred": 166, + "n_ref": 5225 + }, + "6": { + "Dice": 0.7360284845337883, + "FN": 3842, + "FP": 13951, + "IoU": 0.58231413882955, + "TN": 132633, + "TP": 24806, + "n_pred": 38757, + "n_ref": 28648 + }, + "7": { + "Dice": 0.3685191274799956, + "FN": 1331, + "FP": 4430, + "IoU": 0.22588013974737975, + "TN": 167790, + "TP": 1681, + "n_pred": 6111, + "n_ref": 3012 + }, + "8": { + "Dice": 0.012063655030800821, + "FN": 23094, + "FP": 0, + "IoU": 0.006068431245965139, + "TN": 151997, + "TP": 141, + "n_pred": 141, + "n_ref": 23235 + }, + "9": { + "Dice": 0.561174992752923, + "FN": 8314, + "FP": 14393, + "IoU": 0.39002310213291785, + "TN": 138006, + "TP": 14519, + "n_pred": 28912, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18952007835455437, + "FN": 3310, + "FP": 0, + "IoU": 0.10467946984041114, + "TN": 171535, + "TP": 387, + "n_pred": 387, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5410, + "IoU": 0.0, + "TN": 169822, + "TP": 0, + "n_pred": 5410, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 234, + "IoU": 0.0, + "TN": 174998, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.17313062364256904, + "FN": 54371, + "FP": 1594, + "IoU": 0.09476902173913043, + "TN": 113408, + "TP": 5859, + "n_pred": 7453, + "n_ref": 60230 + }, + "7": { + "Dice": 0.4994790009981244, + "FN": 33033, + "FP": 12600, + "IoU": 0.3328703839069033, + "TN": 106830, + "TP": 22769, + "n_pred": 35369, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3398, + "IoU": 0.0, + "TN": 171834, + "TP": 0, + "n_pred": 3398, + "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": 1098, + "FP": 23, + "IoU": 0.0, + "TN": 174111, + "TP": 0, + "n_pred": 23, + "n_ref": 1098 + }, + "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": 1503, + "IoU": 0.0, + "TN": 173729, + "TP": 0, + "n_pred": 1503, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1349, + "IoU": 0.0, + "TN": 173883, + "TP": 0, + "n_pred": 1349, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8399871989759181, + "FN": 7179, + "FP": 821, + "IoU": 0.7241189047520519, + "TN": 146234, + "TP": 20998, + "n_pred": 21819, + "n_ref": 28177 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3703857105876262, + "FN": 36049, + "FP": 434, + "IoU": 0.22728428008641505, + "TN": 128018, + "TP": 10731, + "n_pred": 11165, + "n_ref": 46780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3748, + "IoU": 0.0, + "TN": 171484, + "TP": 0, + "n_pred": 3748, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5483795973404008, + "FN": 9342, + "FP": 371, + "IoU": 0.3777706598334401, + "TN": 159622, + "TP": 5897, + "n_pred": 6268, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.01358736294711168, + "FN": 171476, + "FP": 0, + "IoU": 0.006840151282600763, + "TN": 2575, + "TP": 1181, + "n_pred": 1181, + "n_ref": 172657 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1838, + "IoU": 0.0, + "TN": 173394, + "TP": 0, + "n_pred": 1838, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "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": 108176, + "IoU": 0.0, + "TN": 67056, + "TP": 0, + "n_pred": 108176, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 3309, + "FP": 450, + "IoU": 0.0, + "TN": 171473, + "TP": 0, + "n_pred": 450, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1198, + "IoU": 0.0, + "TN": 174034, + "TP": 0, + "n_pred": 1198, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1462, + "IoU": 0.0, + "TN": 173770, + "TP": 0, + "n_pred": 1462, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5932, + "IoU": 0.0, + "TN": 169300, + "TP": 0, + "n_pred": 5932, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.6084394601786732, + "FN": 518, + "FP": 11842, + "IoU": 0.4372353503619724, + "TN": 153269, + "TP": 9603, + "n_pred": 21445, + "n_ref": 10121 + }, + "7": { + "Dice": 0.4093567251461988, + "FN": 42149, + "FP": 5018, + "IoU": 0.25735294117647056, + "TN": 111720, + "TP": 16345, + "n_pred": 21363, + "n_ref": 58494 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 174892, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1250.3083333333334, + "FP": 881.3166666666667, + "IoU": NaN, + "TN": 171428.23333333334, + "TP": 1672.1416666666667, + "n_pred": 2553.4583333333335, + "n_ref": 2922.45 + }, + "mean": { + "1": { + "Dice": 0.3182990173327017, + "FN": 80.5, + "FP": 4950.0, + "IoU": 0.27669660855334405, + "TN": 164596.75, + "TP": 5604.75, + "n_pred": 10554.75, + "n_ref": 5685.25 + }, + "10": { + "Dice": 0.10751627046133774, + "FN": 2043.0, + "FP": 470.25, + "IoU": 0.06512394504691085, + "TN": 172060.125, + "TP": 658.625, + "n_pred": 1128.875, + "n_ref": 2701.625 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 14.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 175217.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 14.5 + }, + "13": { + "Dice": 0.16274293938862255, + "FN": 2767.0, + "FP": 191.5, + "IoU": 0.08860672117095111, + "TN": 171982.125, + "TP": 291.375, + "n_pred": 482.875, + "n_ref": 3058.375 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1251.625, + "IoU": 0.0, + "TN": 173980.375, + "TP": 0.0, + "n_pred": 1251.625, + "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": 462.75, + "IoU": 0.0, + "TN": 174769.25, + "TP": 0.0, + "n_pred": 462.75, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.2749941451268967, + "FN": 570.75, + "FP": 452.5, + "IoU": 0.23403407183618663, + "TN": 172814.375, + "TP": 1394.375, + "n_pred": 1846.875, + "n_ref": 1965.125 + }, + "4": { + "Dice": 0.12093463845910957, + "FN": 2088.0, + "FP": 0.0, + "IoU": 0.06435893127205512, + "TN": 173000.375, + "TP": 143.625, + "n_pred": 143.625, + "n_ref": 2231.625 + }, + "5": { + "Dice": 0.0, + "FN": 32.75, + "FP": 57.125, + "IoU": 0.0, + "TN": 175142.125, + "TP": 0.0, + "n_pred": 57.125, + "n_ref": 32.75 + }, + "6": { + "Dice": 0.30311259245272304, + "FN": 8500.375, + "FP": 2763.375, + "IoU": 0.25421268459894375, + "TN": 154101.75, + "TP": 9866.5, + "n_pred": 12629.875, + "n_ref": 18366.875 + }, + "7": { + "Dice": 0.46703109792163366, + "FN": 820.5, + "FP": 1180.25, + "IoU": 0.4348489940549824, + "TN": 168694.75, + "TP": 4536.5, + "n_pred": 5716.75, + "n_ref": 5357.0 + }, + "8": { + "Dice": 0.48621180735370273, + "FN": 76.0, + "FP": 1440.25, + "IoU": 0.47316366385284114, + "TN": 171838.0, + "TP": 1877.75, + "n_pred": 3318.0, + "n_ref": 1953.75 + }, + "9": { + "Dice": 0.46877574190367954, + "FN": 1761.25, + "FP": 0.125, + "IoU": 0.3140289555245461, + "TN": 172762.0, + "TP": 708.625, + "n_pred": 708.75, + "n_ref": 2469.875 + } + }, + "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": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 174879, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8571, + "IoU": 0.0, + "TN": 166661, + "TP": 0, + "n_pred": 8571, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6328358208955224, + "FN": 123, + "FP": 0, + "IoU": 0.462882096069869, + "TN": 175003, + "TP": 106, + "n_pred": 106, + "n_ref": 229 + }, + "10": { + "Dice": 0.4082710074791025, + "FN": 14089, + "FP": 706, + "IoU": 0.2564953012714207, + "TN": 155333, + "TP": 5104, + "n_pred": 5810, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "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": 1006, + "IoU": 0.0, + "TN": 174226, + "TP": 0, + "n_pred": 1006, + "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": 3702, + "IoU": 0.0, + "TN": 171530, + "TP": 0, + "n_pred": 3702, + "n_ref": 0 + }, + "3": { + "Dice": 0.82498243538069, + "FN": 4563, + "FP": 170, + "IoU": 0.7021022155085599, + "TN": 159344, + "TP": 11155, + "n_pred": 11325, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 901, + "IoU": 0.0, + "TN": 174331, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "7": { + "Dice": 0.9502639622117255, + "FN": 3581, + "FP": 178, + "IoU": 0.9052408681842244, + "TN": 135563, + "TP": 35910, + "n_pred": 36088, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29564, + "IoU": 0.0, + "TN": 145668, + "TP": 0, + "n_pred": 29564, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.602644468695277, + "FN": 62487, + "FP": 141, + "IoU": 0.4312749727569924, + "TN": 65112, + "TP": 47492, + "n_pred": 47633, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6316, + "IoU": 0.0, + "TN": 168916, + "TP": 0, + "n_pred": 6316, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2632, + "IoU": 0.0, + "TN": 172600, + "TP": 0, + "n_pred": 2632, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20580, + "IoU": 0.0, + "TN": 154652, + "TP": 0, + "n_pred": 20580, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2323, + "IoU": 0.0, + "TN": 172909, + "TP": 0, + "n_pred": 2323, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11278, + "IoU": 0.0, + "TN": 163954, + "TP": 0, + "n_pred": 11278, + "n_ref": 0 + }, + "9": { + "Dice": 0.35016479894528674, + "FN": 9858, + "FP": 0, + "IoU": 0.21224228863672687, + "TN": 162718, + "TP": 2656, + "n_pred": 2656, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.12931034482758622, + "FN": 1798, + "FP": 424, + "IoU": 0.06912442396313365, + "TN": 172845, + "TP": 165, + "n_pred": 589, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17196438049183227, + "FN": 12587, + "FP": 1454, + "IoU": 0.0940705851990451, + "TN": 159733, + "TP": 1458, + "n_pred": 2912, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "FP": 0, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9724236147074055, + "FN": 608, + "FP": 244, + "IoU": 0.9463273277056823, + "TN": 159358, + "TP": 15022, + "n_pred": 15266, + "n_ref": 15630 + }, + "9": { + "Dice": 0.5873866848620724, + "FN": 4232, + "FP": 1, + "IoU": 0.4158156224123654, + "TN": 167986, + "TP": 3013, + "n_pred": 3014, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 383, + "IoU": 0.0, + "TN": 174849, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1535214982854128, + "FN": 9549, + "FP": 78, + "IoU": 0.08314285714285714, + "TN": 164732, + "TP": 873, + "n_pred": 951, + "n_ref": 10422 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.12093463845910957, + "FN": 16704, + "FP": 0, + "IoU": 0.06435893127205512, + "TN": 157379, + "TP": 1149, + "n_pred": 1149, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9129184935683382, + "FN": 5516, + "FP": 482, + "IoU": 0.8397884502377264, + "TN": 137794, + "TP": 31440, + "n_pred": 31922, + "n_ref": 36956 + }, + "7": { + "Dice": 0.011829573934837093, + "FN": 2972, + "FP": 6885, + "IoU": 0.005949979830576845, + "TN": 165316, + "TP": 59, + "n_pred": 6944, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586592657679861, + "FN": 521, + "FP": 3337, + "IoU": 0.9206009466968512, + "TN": 126642, + "TP": 44732, + "n_pred": 48069, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3450, + "IoU": 0.0, + "TN": 171782, + "TP": 0, + "n_pred": 3450, + "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": 457, + "IoU": 0.0, + "TN": 174775, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.906030855539972, + "FN": 11, + "FP": 56, + "IoU": 0.8282051282051283, + "TN": 174842, + "TP": 323, + "n_pred": 379, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0321.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 2784.425, + "FP": 1277.0666666666666, + "IoU": NaN, + "TN": 168534.325, + "TP": 2636.1833333333334, + "n_pred": 3913.25, + "n_ref": 5420.608333333334 + }, + "mean": { + "1": { + "Dice": 0.48961120409148123, + "FN": 1837.75, + "FP": 995.75, + "IoU": 0.3877165448227422, + "TN": 169346.125, + "TP": 3052.375, + "n_pred": 4048.125, + "n_ref": 4890.125 + }, + "10": { + "Dice": 0.1920921968321378, + "FN": 6012.375, + "FP": 222.75, + "IoU": 0.13444378588627165, + "TN": 168411.625, + "TP": 585.25, + "n_pred": 808.0, + "n_ref": 6597.625 + }, + "11": { + "Dice": 0.27310017271157166, + "FN": 252.125, + "FP": 13.5, + "IoU": 0.18785268785268786, + "TN": 174808.25, + "TP": 158.125, + "n_pred": 171.625, + "n_ref": 410.25 + }, + "12": { + "Dice": 0.0, + "FN": 743.375, + "FP": 0.0, + "IoU": 0.0, + "TN": 174488.625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 743.375 + }, + "13": { + "Dice": 0.3444300317913811, + "FN": 2352.25, + "FP": 68.125, + "IoU": 0.24224520854601267, + "TN": 171579.875, + "TP": 1231.75, + "n_pred": 1299.875, + "n_ref": 3584.0 + }, + "14": { + "Dice": 0.1962806003623941, + "FN": 8349.125, + "FP": 2411.25, + "IoU": 0.16026962476464793, + "TN": 159473.75, + "TP": 4997.875, + "n_pred": 7409.125, + "n_ref": 13347.0 + }, + "15": { + "Dice": 0.17984605303052534, + "FN": 5509.125, + "FP": 399.0, + "IoU": 0.12314327426635058, + "TN": 167025.375, + "TP": 2298.5, + "n_pred": 2697.5, + "n_ref": 7807.625 + }, + "2": { + "Dice": 0.16419019316493313, + "FN": 178.0, + "FP": 1461.5, + "IoU": 0.13925645872715814, + "TN": 173178.125, + "TP": 414.375, + "n_pred": 1875.875, + "n_ref": 592.375 + }, + "3": { + "Dice": 0.37422494757949587, + "FN": 2606.5, + "FP": 383.25, + "IoU": 0.2993037350018095, + "TN": 168114.0, + "TP": 4128.25, + "n_pred": 4511.5, + "n_ref": 6734.75 + }, + "4": { + "Dice": 0.7092445994901382, + "FN": 465.625, + "FP": 76.125, + "IoU": 0.5494802494802494, + "TN": 174029.5, + "TP": 660.75, + "n_pred": 736.875, + "n_ref": 1126.375 + }, + "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": 0.247819244940172, + "FN": 6562.0, + "FP": 11812.25, + "IoU": 0.2338207039464942, + "TN": 140064.375, + "TP": 16793.375, + "n_pred": 28605.625, + "n_ref": 23355.375 + }, + "7": { + "Dice": 0.3332439908125902, + "FN": 6459.75, + "FP": 804.875, + "IoU": 0.22648016622431177, + "TN": 165329.0, + "TP": 2638.375, + "n_pred": 3443.25, + "n_ref": 9098.125 + }, + "8": { + "Dice": 0.7307332480899086, + "FN": 93.5, + "FP": 109.25, + "IoU": 0.6601131418444185, + "TN": 173570.375, + "TP": 1458.875, + "n_pred": 1568.125, + "n_ref": 1552.375 + }, + "9": { + "Dice": 0.2521787866050161, + "FN": 344.875, + "FP": 398.375, + "IoU": 0.20280350663691885, + "TN": 173363.875, + "TP": 1124.875, + "n_pred": 1523.25, + "n_ref": 1469.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6984732824427481, + "FN": 471, + "FP": 3, + "IoU": 0.5366568914956011, + "TN": 174209, + "TP": 549, + "n_pred": 552, + "n_ref": 1020 + }, + "10": { + "Dice": 0.12000877577885037, + "FN": 7957, + "FP": 65, + "IoU": 0.06383475318006769, + "TN": 166663, + "TP": 547, + "n_pred": 612, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 171288, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.16224899598393575, + "FN": 3924, + "FP": 248, + "IoU": 0.08828671328671328, + "TN": 170656, + "TP": 404, + "n_pred": 652, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.772476315280672, + "FN": 9831, + "FP": 760, + "IoU": 0.6292964648232412, + "TN": 146662, + "TP": 17979, + "n_pred": 18739, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 108, + "FP": 12, + "IoU": 0.0, + "TN": 175112, + "TP": 0, + "n_pred": 12, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9410253272971981, + "FN": 629, + "FP": 335, + "IoU": 0.8886192952050838, + "TN": 166577, + "TP": 7691, + "n_pred": 8026, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7963, + "IoU": 0.0, + "TN": 167269, + "TP": 0, + "n_pred": 7963, + "n_ref": 0 + }, + "10": { + "Dice": 0.02678219771563608, + "FN": 2471, + "FP": 0, + "IoU": 0.013572854291417165, + "TN": 172727, + "TP": 34, + "n_pred": 34, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "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": 729, + "IoU": 0.0, + "TN": 174503, + "TP": 0, + "n_pred": 729, + "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": 887, + "IoU": 0.0, + "TN": 174345, + "TP": 0, + "n_pred": 887, + "n_ref": 0 + }, + "3": { + "Dice": 0.7244234750373116, + "FN": 11021, + "FP": 427, + "IoU": 0.567918475183997, + "TN": 148737, + "TP": 15047, + "n_pred": 15474, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 57599, + "IoU": 0.0, + "TN": 117633, + "TP": 0, + "n_pred": 57599, + "n_ref": 0 + }, + "7": { + "Dice": 0.2680471973300397, + "FN": 27640, + "FP": 213, + "IoU": 0.1547658786756896, + "TN": 142279, + "TP": 5100, + "n_pred": 5313, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0005370088606462006, + "FN": 33501, + "FP": 0, + "IoU": 0.00026857654431512983, + "TN": 141722, + "TP": 9, + "n_pred": 9, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10225, + "IoU": 0.0, + "TN": 165007, + "TP": 0, + "n_pred": 10225, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 136, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0690964033018868, + "FN": 47263, + "FP": 3259, + "IoU": 0.03578449147851976, + "TN": 122835, + "TP": 1875, + "n_pred": 5134, + "n_ref": 49138 + }, + "7": { + "Dice": 0.39118623603984304, + "FN": 15827, + "FP": 309, + "IoU": 0.24315196998123828, + "TN": 153912, + "TP": 5184, + "n_pred": 5493, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9584914901432594, + "FN": 78, + "FP": 261, + "IoU": 0.9202915588996002, + "TN": 170979, + "TP": 3914, + "n_pred": 4175, + "n_ref": 3992 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 175081, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.14016067606260252, + "FN": 61862, + "FP": 0, + "IoU": 0.07536171230419705, + "TN": 108328, + "TP": 5042, + "n_pred": 5042, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 0, + "IoU": 0.0, + "TN": 159489, + "TP": 0, + "n_pred": 0, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4593, + "IoU": 0.0, + "TN": 170639, + "TP": 0, + "n_pred": 4593, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 761, + "IoU": 0.0, + "TN": 174471, + "TP": 0, + "n_pred": 761, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9554, + "IoU": 0.0, + "TN": 165678, + "TP": 0, + "n_pred": 9554, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.6936865342163355, + "FN": 2358, + "FP": 1111, + "IoU": 0.5310260916587806, + "TN": 167835, + "TP": 3928, + "n_pred": 5039, + "n_ref": 6286 + }, + "11": { + "Dice": 0.5462003454231433, + "FN": 2017, + "FP": 85, + "IoU": 0.3757053757053757, + "TN": 171865, + "TP": 1265, + "n_pred": 1350, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6796075975787935, + "FN": 1480, + "FP": 55, + "IoU": 0.5147012330066393, + "TN": 172069, + "TP": 1628, + "n_pred": 1683, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8209509658246656, + "FN": 1412, + "FP": 34, + "IoU": 0.6962822936357907, + "TN": 170471, + "TP": 3315, + "n_pred": 3349, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1118, + "IoU": 0.0, + "TN": 174114, + "TP": 0, + "n_pred": 1118, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9427641604463156, + "FN": 2841, + "FP": 1591, + "IoU": 0.8917255026506731, + "TN": 134299, + "TP": 36501, + "n_pred": 38092, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2926829268292683, + "FN": 41, + "FP": 278, + "IoU": 0.17142857142857143, + "TN": 174847, + "TP": 66, + "n_pred": 344, + "n_ref": 107 + }, + "9": { + "Dice": 0.7565363598150483, + "FN": 2759, + "FP": 3033, + "IoU": 0.6084105199107566, + "TN": 160441, + "TP": 8999, + "n_pred": 12032, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7703603298316954, + "FN": 14231, + "FP": 0, + "IoU": 0.6264927429726254, + "TN": 137131, + "TP": 23870, + "n_pred": 23870, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10971, + "IoU": 0.0, + "TN": 164261, + "TP": 0, + "n_pred": 10971, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.11944646758922069, + "FN": 1812, + "FP": 606, + "IoU": 0.06351665375677769, + "TN": 172650, + "TP": 164, + "n_pred": 770, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5358635336027952, + "FN": 13414, + "FP": 136, + "IoU": 0.3659928878906981, + "TN": 153860, + "TP": 7822, + "n_pred": 7958, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "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": 12, + "FP": 6171, + "IoU": 0.0, + "TN": 169049, + "TP": 0, + "n_pred": 6171, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7092445994901382, + "FN": 3725, + "FP": 609, + "IoU": 0.5494802494802494, + "TN": 165612, + "TP": 5286, + "n_pred": 5895, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706933957731735, + "FN": 2284, + "FP": 3511, + "IoU": 0.9430556374427609, + "TN": 73466, + "TP": 95971, + "n_pred": 99482, + "n_ref": 98255 + }, + "7": { + "Dice": 0.6737425298804781, + "FN": 8211, + "FP": 2271, + "IoU": 0.5080028162403192, + "TN": 153927, + "TP": 10823, + "n_pred": 13094, + "n_ref": 19034 + }, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.841242325749368, + "FN": 4931, + "FP": 8257, + "IoU": 0.7259864115190425, + "TN": 127103, + "TP": 34941, + "n_pred": 43198, + "n_ref": 39872 + }, + "15": { + "Dice": 0.539538159091576, + "FN": 28330, + "FP": 3056, + "IoU": 0.36942982279905173, + "TN": 125458, + "TP": 18388, + "n_pred": 21444, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8001, + "IoU": 0.0, + "TN": 167231, + "TP": 0, + "n_pred": 8001, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3646, + "IoU": 0.0, + "TN": 171586, + "TP": 0, + "n_pred": 3646, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.21233179773700342, + "FN": 1800.575, + "FP": 1264.6583333333333, + "IoU": 0.17239881312792324, + "TN": 169303.85, + "TP": 2862.9166666666665, + "n_pred": 4127.575, + "n_ref": 4663.491666666667 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 782.625, + "IoU": 0.0, + "TN": 174449.375, + "TP": 0.0, + "n_pred": 782.625, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 312.125, + "IoU": 0.0, + "TN": 174919.875, + "TP": 0.0, + "n_pred": 312.125, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.375, + "IoU": 0.0, + "TN": 175231.625, + "TP": 0.0, + "n_pred": 0.375, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 32.125, + "FP": 66.5, + "IoU": 0.0, + "TN": 175133.375, + "TP": 0.0, + "n_pred": 66.5, + "n_ref": 32.125 + }, + "13": { + "Dice": 0.35752656457480936, + "FN": 633.375, + "FP": 422.25, + "IoU": 0.28799492125870735, + "TN": 173292.75, + "TP": 883.625, + "n_pred": 1305.875, + "n_ref": 1517.0 + }, + "14": { + "Dice": 0.3786793693641559, + "FN": 2724.625, + "FP": 1523.625, + "IoU": 0.3125704391924463, + "TN": 163642.125, + "TP": 7341.625, + "n_pred": 8865.25, + "n_ref": 10066.25 + }, + "15": { + "Dice": 0.3995083977089028, + "FN": 1455.5, + "FP": 2236.875, + "IoU": 0.2680784659797892, + "TN": 169692.25, + "TP": 1847.375, + "n_pred": 4084.25, + "n_ref": 3302.875 + }, + "2": { + "Dice": 0.06463849483172701, + "FN": 13177.625, + "FP": 37.125, + "IoU": 0.034735390870949255, + "TN": 161320.375, + "TP": 696.875, + "n_pred": 734.0, + "n_ref": 13874.5 + }, + "3": { + "Dice": 0.2167275451905966, + "FN": 3571.625, + "FP": 5504.625, + "IoU": 0.16056064390785457, + "TN": 162829.375, + "TP": 3326.375, + "n_pred": 8831.0, + "n_ref": 6898.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 339.25, + "IoU": 0.0, + "TN": 174892.75, + "TP": 0.0, + "n_pred": 339.25, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.15615976900866219, + "FN": 869.75, + "FP": 7.0, + "IoU": 0.0846926791073992, + "TN": 174274.125, + "TP": 81.125, + "n_pred": 88.125, + "n_ref": 950.875 + }, + "6": { + "Dice": 0.38328962928695925, + "FN": 1718.125, + "FP": 2650.5, + "IoU": 0.3641607709018567, + "TN": 149323.875, + "TP": 21539.5, + "n_pred": 24190.0, + "n_ref": 23257.625 + }, + "7": { + "Dice": 0.43860926985391524, + "FN": 776.375, + "FP": 3336.0, + "IoU": 0.3914698174855854, + "TN": 168228.75, + "TP": 2890.875, + "n_pred": 6226.875, + "n_ref": 3667.25 + }, + "8": { + "Dice": 0.4527514879500439, + "FN": 244.625, + "FP": 252.0, + "IoU": 0.41366168932471586, + "TN": 172415.25, + "TP": 2320.125, + "n_pred": 2572.125, + "n_ref": 2564.75 + }, + "9": { + "Dice": 0.33708643828527945, + "FN": 1804.875, + "FP": 1499.0, + "IoU": 0.2680573788895448, + "TN": 169911.875, + "TP": 2016.25, + "n_pred": 3515.25, + "n_ref": 3821.125 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8793638790545263, + "FN": 118, + "FP": 10411, + "IoU": 0.784700637984623, + "TN": 126328, + "TP": 38375, + "n_pred": 48786, + "n_ref": 38493 + }, + "15": { + "Dice": 0.5926271997152328, + "FN": 2812, + "FP": 15499, + "IoU": 0.4210875750869428, + "TN": 143602, + "TP": 13319, + "n_pred": 28818, + "n_ref": 16131 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 266, + "IoU": 0.0, + "TN": 174966, + "TP": 0, + "n_pred": 266, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 493, + "IoU": 0.0, + "TN": 174482, + "TP": 0, + "n_pred": 493, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1020, + "IoU": 0.0, + "TN": 174212, + "TP": 0, + "n_pred": 1020, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.15615976900866219, + "FN": 6958, + "FP": 56, + "IoU": 0.0846926791073992, + "TN": 167569, + "TP": 649, + "n_pred": 705, + "n_ref": 7607 + }, + "6": { + "Dice": 0.014181221077772801, + "FN": 7586, + "FP": 5622, + "IoU": 0.007141246335413065, + "TN": 161929, + "TP": 95, + "n_pred": 5717, + "n_ref": 7681 + }, + "7": { + "Dice": 0.8430718185150177, + "FN": 5968, + "FP": 2167, + "IoU": 0.7287157768366292, + "TN": 145245, + "TP": 21852, + "n_pred": 24019, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9055029759000878, + "FN": 1957, + "FP": 1917, + "IoU": 0.8273233786494317, + "TN": 152797, + "TP": 18561, + "n_pred": 20478, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 459, + "IoU": 0.0, + "TN": 172816, + "TP": 0, + "n_pred": 459, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1931, + "IoU": 0.0, + "TN": 173301, + "TP": 0, + "n_pred": 1931, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8580031695721078, + "FN": 738, + "FP": 158, + "IoU": 0.7513183458229253, + "TN": 171629, + "TP": 2707, + "n_pred": 2865, + "n_ref": 3445 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.15999158677019612, + "FN": 47839, + "FP": 86, + "IoU": 0.08695155175370077, + "TN": 122743, + "TP": 4564, + "n_pred": 4650, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22832, + "IoU": 0.0, + "TN": 152400, + "TP": 0, + "n_pred": 22832, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2714, + "IoU": 0.0, + "TN": 172518, + "TP": 0, + "n_pred": 2714, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9486132230781797, + "FN": 2601, + "FP": 1488, + "IoU": 0.9022495278621119, + "TN": 133401, + "TP": 37742, + "n_pred": 39230, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21103, + "IoU": 0.0, + "TN": 154129, + "TP": 0, + "n_pred": 21103, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1459, + "IoU": 0.0, + "TN": 173773, + "TP": 0, + "n_pred": 1459, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6353535984020973, + "FN": 21679, + "FP": 1689, + "IoU": 0.4655811187851622, + "TN": 131506, + "TP": 20358, + "n_pred": 22047, + "n_ref": 42037 + }, + "15": { + "Dice": 0.20638959570257281, + "FN": 8832, + "FP": 2396, + "IoU": 0.11506935687263556, + "TN": 162544, + "TP": 1460, + "n_pred": 3856, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1622, + "IoU": 0.0, + "TN": 173610, + "TP": 0, + "n_pred": 1622, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 211, + "IoU": 0.0, + "TN": 175021, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "3": { + "Dice": 0.6501826355717898, + "FN": 28573, + "FP": 62, + "IoU": 0.4816819317235637, + "TN": 119986, + "TP": 26611, + "n_pred": 26673, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3725, + "IoU": 0.0, + "TN": 171507, + "TP": 0, + "n_pred": 3725, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11197, + "IoU": 0.0, + "TN": 164035, + "TP": 0, + "n_pred": 11197, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1107, + "IoU": 0.0, + "TN": 174125, + "TP": 0, + "n_pred": 1107, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2111, + "IoU": 0.0, + "TN": 173121, + "TP": 0, + "n_pred": 2111, + "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": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.5721030887271297, + "FN": 4325, + "FP": 2200, + "IoU": 0.4006613392119041, + "TN": 164345, + "TP": 4362, + "n_pred": 6562, + "n_ref": 8687 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0339238977249849, + "FN": 57582, + "FP": 0, + "IoU": 0.017254620859147, + "TN": 116639, + "TP": 1011, + "n_pred": 1011, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21143, + "IoU": 0.0, + "TN": 154089, + "TP": 0, + "n_pred": 21143, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 856, + "IoU": 0.0, + "TN": 174376, + "TP": 0, + "n_pred": 856, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3413, + "IoU": 0.0, + "TN": 171819, + "TP": 0, + "n_pred": 3413, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 175133, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "9": { + "Dice": 0.8519624419901428, + "FN": 3790, + "FP": 325, + "IoU": 0.7421032840310855, + "TN": 159276, + "TP": 11841, + "n_pred": 12166, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9536537022788437, + "FN": 3558, + "FP": 9513, + "IoU": 0.9114130803117587, + "TN": 27682, + "TP": 134479, + "n_pred": 143992, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9113652609006433, + "FN": 243, + "FP": 5, + "IoU": 0.8371634931057124, + "TN": 173709, + "TP": 1275, + "n_pred": 1280, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.49638331115097506, + "FN": 8692, + "FP": 11, + "IoU": 0.3301262315270936, + "TN": 162240, + "TP": 4289, + "n_pred": 4300, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961807/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2242.5183333333334, + "FP": 1429.1416666666669, + "IoU": NaN, + "TN": 169485.73, + "TP": 2074.6099999999997, + "n_pred": 3503.751666666667, + "n_ref": 4317.128333333334 + }, + "mean": { + "1": { + "Dice": 0.23813979721766282, + "FN": 2039.75, + "FP": 1444.275, + "IoU": 0.18620284052486755, + "TN": 168716.625, + "TP": 3031.35, + "n_pred": 4475.625, + "n_ref": 5071.1 + }, + "10": { + "Dice": 0.15144979800525724, + "FN": 2268.075, + "FP": 531.95, + "IoU": 0.11131181201679623, + "TN": 171760.9, + "TP": 671.075, + "n_pred": 1203.025, + "n_ref": 2939.15 + }, + "11": { + "Dice": NaN, + "FN": 124.425, + "FP": 15.55, + "IoU": NaN, + "TN": 175016.875, + "TP": 75.15, + "n_pred": 90.7, + "n_ref": 199.575 + }, + "12": { + "Dice": NaN, + "FN": 162.625, + "FP": 15.25, + "IoU": NaN, + "TN": 175054.125, + "TP": 0.0, + "n_pred": 15.25, + "n_ref": 162.625 + }, + "13": { + "Dice": 0.2571826597709097, + "FN": 2091.625, + "FP": 478.425, + "IoU": 0.19630160503206348, + "TN": 171758.7, + "TP": 903.25, + "n_pred": 1381.675, + "n_ref": 2994.875 + }, + "14": { + "Dice": 0.20203291042972196, + "FN": 6805.3, + "FP": 2257.25, + "IoU": 0.16653995031845173, + "TN": 162990.4, + "TP": 3179.05, + "n_pred": 5436.3, + "n_ref": 9984.35 + }, + "15": { + "Dice": NaN, + "FN": 1393.45, + "FP": 793.85, + "IoU": NaN, + "TN": 172215.525, + "TP": 829.175, + "n_pred": 1623.025, + "n_ref": 2222.625 + }, + "2": { + "Dice": 0.20536007667698009, + "FN": 2863.925, + "FP": 1879.6, + "IoU": 0.17268174890264093, + "TN": 169539.575, + "TP": 948.9, + "n_pred": 2828.5, + "n_ref": 3812.825 + }, + "3": { + "Dice": 0.1755321078855625, + "FN": 2729.825, + "FP": 1420.75, + "IoU": 0.13997918175537677, + "TN": 169277.65, + "TP": 1803.775, + "n_pred": 3224.525, + "n_ref": 4533.6 + }, + "4": { + "Dice": NaN, + "FN": 510.725, + "FP": 90.125, + "IoU": NaN, + "TN": 174470.275, + "TP": 160.875, + "n_pred": 251.0, + "n_ref": 671.6 + }, + "5": { + "Dice": NaN, + "FN": 406.975, + "FP": 68.375, + "IoU": NaN, + "TN": 174695.775, + "TP": 60.875, + "n_pred": 129.25, + "n_ref": 467.85 + }, + "6": { + "Dice": 0.2805464534820859, + "FN": 5770.0, + "FP": 8322.475, + "IoU": 0.24373056057014036, + "TN": 149239.125, + "TP": 11900.4, + "n_pred": 20222.875, + "n_ref": 17670.4 + }, + "7": { + "Dice": 0.30662934804906117, + "FN": 3577.25, + "FP": 1729.975, + "IoU": 0.25016000645228664, + "TN": 166888.475, + "TP": 3036.3, + "n_pred": 4766.275, + "n_ref": 6613.55 + }, + "8": { + "Dice": 0.4532468512821225, + "FN": 1142.2, + "FP": 630.5, + "IoU": 0.4081550102356939, + "TN": 171067.4, + "TP": 2391.9, + "n_pred": 3022.4, + "n_ref": 3534.1 + }, + "9": { + "Dice": 0.33899981643335675, + "FN": 1751.625, + "FP": 1758.775, + "IoU": 0.2529713524221405, + "TN": 169594.525, + "TP": 2127.075, + "n_pred": 3885.85, + "n_ref": 3878.7 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_001/summary.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e98d65bf3d24c265ac3d16ac023da46a00a0475 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.4547327278270365, + "FN": 62625.46799999999, + "FP": 35257.738666666664, + "IoU": 0.3503254467338124, + "TN": 96235112.57066666, + "TP": 123965.06266666668, + "n_pred": 159222.80133333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6105680924309907, + "FN": 97623.98, + "FP": 12311.66, + "IoU": 0.48395457800640856, + "TN": 96250361.04, + "TP": 96664.16, + "n_pred": 108975.82, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4369113309027462, + "FN": 45677.62, + "FP": 17440.0, + "IoU": 0.3000136664766876, + "TN": 96365298.28, + "TP": 28544.94, + "n_pred": 45984.94, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.12030095583418628, + "FN": 3396.96, + "FP": 103.4, + "IoU": 0.07091746247376339, + "TN": 96453157.06, + "TP": 303.42, + "n_pred": 406.82, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0033730129046234364, + "FN": 4230.84, + "FP": 2.2, + "IoU": 0.0017361934618884201, + "TN": 96452721.98, + "TP": 5.82, + "n_pred": 8.02, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.32937264205470734, + "FN": 43188.06, + "FP": 9592.38, + "IoU": 0.21297203325269487, + "TN": 96389510.32, + "TP": 14670.08, + "n_pred": 24262.46, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6389738546641787, + "FN": 47499.68, + "FP": 58170.24, + "IoU": 0.5347013781089909, + "TN": 96260432.46, + "TP": 90858.46, + "n_pred": 149028.7, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.36014188952896337, + "FN": 37579.24, + "FP": 11563.0, + "IoU": 0.25442356110108433, + "TN": 96391350.8, + "TP": 16467.8, + "n_pred": 28030.8, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.3732915004973094, + "FN": 103294.92, + "FP": 24901.98, + "IoU": 0.2670782098117872, + "TN": 96275217.16, + "TP": 53546.78, + "n_pred": 78448.76, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5952926514713144, + "FN": 61431.9, + "FP": 64395.66, + "IoU": 0.4432297245348586, + "TN": 96229162.6, + "TP": 101970.68, + "n_pred": 166366.34, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.29284996460380147, + "FN": 21471.28, + "FP": 770.42, + "IoU": 0.21269846535176548, + "TN": 96429612.92, + "TP": 5106.22, + "n_pred": 5876.64, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.24224418687332544, + "FN": 14530.42, + "FP": 820.52, + "IoU": 0.1549026538956304, + "TN": 96438988.16, + "TP": 2621.74, + "n_pred": 3442.26, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.849760028416999, + "FN": 170095.36, + "FP": 254252.76, + "IoU": 0.7517617557317524, + "TN": 94843484.46, + "TP": 1189128.26, + "n_pred": 1443381.02, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.44222177311296723, + "FN": 225840.12, + "FP": 51559.58, + "IoU": 0.30957808054491204, + "TN": 96066476.6, + "TP": 113084.54, + "n_pred": 164644.12, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8030282245809083, + "FN": 38232.46, + "FP": 10442.62, + "IoU": 0.6805482507933247, + "TN": 96314149.04, + "TP": 94136.72, + "n_pred": 104579.34, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7226608095285266, + "FN": 25289.18, + "FP": 12539.66, + "IoU": 0.5763656874616374, + "TN": 96366765.68, + "TP": 52366.32, + "n_pred": 64905.98, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8182633189313622, + "FN": 21954, + "FP": 9467, + "IoU": 0.692424405571816, + "TN": 119491163, + "TP": 70736, + "n_pred": 80203, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5467496609975657, + "FN": 41869, + "FP": 13617, + "IoU": 0.37622537998021405, + "TN": 119504368, + "TP": 33466, + "n_pred": 47083, + "n_ref": 75335 + }, + "11": { + "Dice": 0.020094892548144012, + "FN": 3510, + "FP": 1, + "IoU": 0.010149422046800112, + "TN": 119589773, + "TP": 36, + "n_pred": 37, + "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": 0.3097908091208672, + "FN": 39925, + "FP": 17254, + "IoU": 0.18328548370970277, + "TN": 119523309, + "TP": 12832, + "n_pred": 30086, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2966659843714255, + "FN": 198207, + "FP": 35449, + "IoU": 0.1741678271257608, + "TN": 119310386, + "TP": 49278, + "n_pred": 84727, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 63509, + "IoU": 0.0, + "TN": 119496948, + "TP": 0, + "n_pred": 63509, + "n_ref": 32863 + }, + "2": { + "Dice": 0.2059974574369968, + "FN": 124270, + "FP": 3142, + "IoU": 0.11482562178685564, + "TN": 119449380, + "TP": 16528, + "n_pred": 19670, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7320378174518241, + "FN": 21599, + "FP": 87322, + "IoU": 0.5773341094295693, + "TN": 119335620, + "TP": 148779, + "n_pred": 236101, + "n_ref": 170378 + }, + "4": { + "Dice": 0.00033454713897860183, + "FN": 77691, + "FP": 0, + "IoU": 0.0001673015546175229, + "TN": 119515616, + "TP": 13, + "n_pred": 13, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0006844307558293278, + "FN": 64242, + "FP": 1, + "IoU": 0.000342332529370575, + "TN": 119529055, + "TP": 22, + "n_pred": 23, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9300951634869794, + "FN": 96765, + "FP": 66355, + "IoU": 0.8693251322410115, + "TN": 118345031, + "TP": 1085169, + "n_pred": 1151524, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56630, + "IoU": 0.0, + "TN": 119536690, + "TP": 0, + "n_pred": 56630, + "n_ref": 0 + }, + "8": { + "Dice": 0.7551192880410416, + "FN": 96186, + "FP": 27252, + "IoU": 0.6065796351304835, + "TN": 119279564, + "TP": 190318, + "n_pred": 217570, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7580426591886451, + "FN": 28147, + "FP": 2742, + "IoU": 0.6103612694888743, + "TN": 119514044, + "TP": 48387, + "n_pred": 51129, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.783050374848698, + "FN": 65000, + "FP": 3468, + "IoU": 0.6434534007530034, + "TN": 72633629, + "TP": 123563, + "n_pred": 127031, + "n_ref": 188563 + }, + "10": { + "Dice": 0.45228074682463526, + "FN": 38522, + "FP": 33967, + "IoU": 0.29222402312093576, + "TN": 72723242, + "TP": 29929, + "n_pred": 63896, + "n_ref": 68451 + }, + "11": { + "Dice": 0.32528278813818406, + "FN": 1715, + "FP": 492, + "IoU": 0.19423147133990507, + "TN": 72822921, + "TP": 532, + "n_pred": 1024, + "n_ref": 2247 + }, + "12": { + "Dice": 0.015193370165745856, + "FN": 2852, + "FP": 0, + "IoU": 0.007654836464857342, + "TN": 72822786, + "TP": 22, + "n_pred": 22, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3010030408932056, + "FN": 40235, + "FP": 5968, + "IoU": 0.17716514398675, + "TN": 72769509, + "TP": 9948, + "n_pred": 15916, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8318621243475307, + "FN": 9555, + "FP": 17664, + "IoU": 0.712126660461968, + "TN": 72731108, + "TP": 67333, + "n_pred": 84997, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5205936969794129, + "FN": 22997, + "FP": 12888, + "IoU": 0.3518936589066084, + "TN": 72770291, + "TP": 19484, + "n_pred": 32372, + "n_ref": 42481 + }, + "2": { + "Dice": 0.20292842795221483, + "FN": 120487, + "FP": 145, + "IoU": 0.11292172838779892, + "TN": 72689672, + "TP": 15356, + "n_pred": 15501, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6860752894075393, + "FN": 20558, + "FP": 76985, + "IoU": 0.5221572315952423, + "TN": 72621528, + "TP": 106589, + "n_pred": 183574, + "n_ref": 127147 + }, + "4": { + "Dice": 0.031699763162689014, + "FN": 26575, + "FP": 0, + "IoU": 0.016105146242132544, + "TN": 72798650, + "TP": 435, + "n_pred": 435, + "n_ref": 27010 + }, + "5": { + "Dice": 0.006231248557581353, + "FN": 8612, + "FP": 0, + "IoU": 0.0031253617316819074, + "TN": 72817021, + "TP": 27, + "n_pred": 27, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9001024218731118, + "FN": 127719, + "FP": 112023, + "IoU": 0.8183511262984824, + "TN": 71505850, + "TP": 1080068, + "n_pred": 1192091, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5484024552610497, + "FN": 142703, + "FP": 15698, + "IoU": 0.3777923552217583, + "TN": 72571081, + "TP": 96178, + "n_pred": 111876, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9144745716983678, + "FN": 3962, + "FP": 6182, + "IoU": 0.8424257487262333, + "TN": 72761284, + "TP": 54232, + "n_pred": 60414, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7350265171422916, + "FN": 24141, + "FP": 14680, + "IoU": 0.581060810446231, + "TN": 72732995, + "TP": 53844, + "n_pred": 68524, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7074730297594181, + "FN": 116095, + "FP": 2943, + "IoU": 0.5473564931706872, + "TN": 71546504, + "TP": 143946, + "n_pred": 146889, + "n_ref": 260041 + }, + "10": { + "Dice": 0.634194364397387, + "FN": 45081, + "FP": 11027, + "IoU": 0.4643371998663421, + "TN": 71704743, + "TP": 48637, + "n_pred": 59664, + "n_ref": 93718 + }, + "11": { + "Dice": 0.14508623049548316, + "FN": 3104, + "FP": 19, + "IoU": 0.07821723730814639, + "TN": 71806100, + "TP": 265, + "n_pred": 284, + "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": 0.3038315369758893, + "FN": 51709, + "FP": 4162, + "IoU": 0.17912816067466905, + "TN": 71741425, + "TP": 12192, + "n_pred": 16354, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8008164781799512, + "FN": 170842, + "FP": 3927, + "IoU": 0.6678014362343138, + "TN": 71283390, + "TP": 351329, + "n_pred": 355256, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 1770, + "IoU": 0.0, + "TN": 71627055, + "TP": 0, + "n_pred": 1770, + "n_ref": 180663 + }, + "2": { + "Dice": 0.053080406056525815, + "FN": 142853, + "FP": 611, + "IoU": 0.027263789537919112, + "TN": 71662003, + "TP": 4021, + "n_pred": 4632, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6676354298292096, + "FN": 21204, + "FP": 141874, + "IoU": 0.501090650994741, + "TN": 71482619, + "TP": 163791, + "n_pred": 305665, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7583821981656894, + "FN": 3887, + "FP": 2541, + "IoU": 0.6108016468878663, + "TN": 71792972, + "TP": 10088, + "n_pred": 12629, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3905945784034746, + "FN": 7735, + "FP": 403, + "IoU": 0.24269495626279547, + "TN": 71798742, + "TP": 2608, + "n_pred": 3011, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9154095802359583, + "FN": 51551, + "FP": 169606, + "IoU": 0.8440140753180453, + "TN": 70391687, + "TP": 1196644, + "n_pred": 1366250, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7075291745541316, + "FN": 88812, + "FP": 32163, + "IoU": 0.547423710171603, + "TN": 71542185, + "TP": 146328, + "n_pred": 178491, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9236008671224618, + "FN": 9232, + "FP": 2680, + "IoU": 0.8580468331049276, + "TN": 71725573, + "TP": 72003, + "n_pred": 74683, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8153262929867316, + "FN": 24925, + "FP": 3719, + "IoU": 0.6882285714285714, + "TN": 71717613, + "TP": 63231, + "n_pred": 66950, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8602303646153578, + "FN": 41412, + "FP": 14735, + "IoU": 0.7547405527477952, + "TN": 135216581, + "TP": 172782, + "n_pred": 187517, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6037389417459522, + "FN": 38114, + "FP": 23610, + "IoU": 0.43239689181111773, + "TN": 135336765, + "TP": 47021, + "n_pred": 70631, + "n_ref": 85135 + }, + "11": { + "Dice": 0.044468844359044746, + "FN": 3466, + "FP": 15, + "IoU": 0.022740033688938798, + "TN": 135441948, + "TP": 81, + "n_pred": 96, + "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": 0.5432299917024968, + "FN": 22569, + "FP": 7708, + "IoU": 0.37290031275242846, + "TN": 135397229, + "TP": 18004, + "n_pred": 25712, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8970956660536452, + "FN": 13748, + "FP": 15908, + "IoU": 0.8133939077414849, + "TN": 135286587, + "TP": 129267, + "n_pred": 145175, + "n_ref": 143015 + }, + "15": { + "Dice": 0.36810277423122223, + "FN": 32703, + "FP": 31142, + "IoU": 0.225567375456387, + "TN": 135363069, + "TP": 18596, + "n_pred": 49738, + "n_ref": 51299 + }, + "2": { + "Dice": 0.18432904058315316, + "FN": 187969, + "FP": 2929, + "IoU": 0.10152117024681363, + "TN": 135233042, + "TP": 21570, + "n_pred": 24499, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6525455867016402, + "FN": 61677, + "FP": 114235, + "IoU": 0.48428026971562593, + "TN": 135104410, + "TP": 165188, + "n_pred": 279423, + "n_ref": 226865 + }, + "4": { + "Dice": 0.5359667521168336, + "FN": 23042, + "FP": 852, + "IoU": 0.36608919428010506, + "TN": 135407817, + "TP": 13799, + "n_pred": 14651, + "n_ref": 36841 + }, + "5": { + "Dice": 0.14439101508464527, + "FN": 25852, + "FP": 126, + "IoU": 0.07781327653532126, + "TN": 135417340, + "TP": 2192, + "n_pred": 2318, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9477101110900533, + "FN": 97194, + "FP": 75524, + "IoU": 0.9006169507831857, + "TN": 133707608, + "TP": 1565184, + "n_pred": 1640708, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4315809123789523, + "FN": 106493, + "FP": 137103, + "IoU": 0.27516938284241815, + "TN": 135109437, + "TP": 92477, + "n_pred": 229580, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7012707869829179, + "FN": 122256, + "FP": 20340, + "IoU": 0.539966899915798, + "TN": 135135541, + "TP": 167373, + "n_pred": 187713, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7753795564262226, + "FN": 31539, + "FP": 6987, + "IoU": 0.6331590824692205, + "TN": 135340489, + "TP": 66495, + "n_pred": 73482, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2886005420382455, + "FN": 208561, + "FP": 26368, + "IoU": 0.16863423714178538, + "TN": 105471423, + "TP": 47653, + "n_pred": 74021, + "n_ref": 256214 + }, + "10": { + "Dice": 0.22039684232984852, + "FN": 49122, + "FP": 31266, + "IoU": 0.12384606162330655, + "TN": 105662254, + "TP": 11363, + "n_pred": 42629, + "n_ref": 60485 + }, + "11": { + "Dice": 0.09014514896867838, + "FN": 2351, + "FP": 31, + "IoU": 0.0472, + "TN": 105751505, + "TP": 118, + "n_pred": 149, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0027210884353741495, + "FN": 4398, + "FP": 0, + "IoU": 0.0013623978201634877, + "TN": 105749601, + "TP": 6, + "n_pred": 6, + "n_ref": 4404 + }, + "13": { + "Dice": 0.28460939022014414, + "FN": 66293, + "FP": 7149, + "IoU": 0.16591520823159306, + "TN": 105665954, + "TP": 14609, + "n_pred": 21758, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8949345179562075, + "FN": 28081, + "FP": 11558, + "IoU": 0.8098474999880072, + "TN": 105545546, + "TP": 168820, + "n_pred": 180378, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5691645569620253, + "FN": 16691, + "FP": 327, + "IoU": 0.3977847765313705, + "TN": 105725746, + "TP": 11241, + "n_pred": 11568, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7831894787060188, + "FN": 37153, + "FP": 26926, + "IoU": 0.6436412777505895, + "TN": 105574189, + "TP": 115737, + "n_pred": 142663, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8688346667878898, + "FN": 18559, + "FP": 27607, + "IoU": 0.7680881311317295, + "TN": 105554938, + "TP": 152901, + "n_pred": 180508, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0015144113336590132, + "FN": 40823, + "FP": 55, + "IoU": 0.0007577794617321372, + "TN": 105713096, + "TP": 31, + "n_pred": 86, + "n_ref": 40854 + }, + "5": { + "Dice": 0.3045374189746612, + "FN": 9781, + "FP": 2021, + "IoU": 0.17961907409981928, + "TN": 105739619, + "TP": 2584, + "n_pred": 4605, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8730175947561977, + "FN": 112019, + "FP": 302399, + "IoU": 0.7746505985311598, + "TN": 103915003, + "TP": 1424584, + "n_pred": 1726983, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.603696315965561, + "FN": 125833, + "FP": 61323, + "IoU": 0.43235316419223246, + "TN": 105424300, + "TP": 142549, + "n_pred": 203872, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8981996839139696, + "FN": 10239, + "FP": 7539, + "IoU": 0.8152109513860738, + "TN": 105657798, + "TP": 78429, + "n_pred": 85968, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7629434572560078, + "FN": 19613, + "FP": 14686, + "IoU": 0.6167409741544031, + "TN": 105664512, + "TP": 55194, + "n_pred": 69880, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6832899893776785, + "FN": 104017, + "FP": 34327, + "IoU": 0.518937339175186, + "TN": 96850300, + "TP": 149236, + "n_pred": 183563, + "n_ref": 253253 + }, + "10": { + "Dice": 0.573314993122421, + "FN": 46928, + "FP": 50785, + "IoU": 0.40185113767836483, + "TN": 96974521, + "TP": 65646, + "n_pred": 116431, + "n_ref": 112574 + }, + "11": { + "Dice": 0.587332808811959, + "FN": 2068, + "FP": 30, + "IoU": 0.41576162628794205, + "TN": 97134289, + "TP": 1493, + "n_pred": 1523, + "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": 0.5514911688060998, + "FN": 24184, + "FP": 17639, + "IoU": 0.38073027718550106, + "TN": 97070344, + "TP": 25713, + "n_pred": 43352, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8206448625888848, + "FN": 76580, + "FP": 5546, + "IoU": 0.695842021250986, + "TN": 96867869, + "TP": 187885, + "n_pred": 193431, + "n_ref": 264465 + }, + "15": { + "Dice": 0.043070435867647694, + "FN": 21371, + "FP": 23109, + "IoU": 0.022009190651041094, + "TN": 97092399, + "TP": 1001, + "n_pred": 24110, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5079416255815724, + "FN": 81287, + "FP": 28598, + "IoU": 0.3404301294710116, + "TN": 96971279, + "TP": 56716, + "n_pred": 85314, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5414144140670188, + "FN": 46139, + "FP": 144141, + "IoU": 0.3711913920503364, + "TN": 96835276, + "TP": 112324, + "n_pred": 256465, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7724801008747735, + "FN": 7892, + "FP": 3656, + "IoU": 0.629301489470981, + "TN": 97106728, + "TP": 19604, + "n_pred": 23260, + "n_ref": 27496 + }, + "5": { + "Dice": 0.47193741192477767, + "FN": 9777, + "FP": 1090, + "IoU": 0.30884691216688925, + "TN": 97122157, + "TP": 4856, + "n_pred": 5946, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8207615967160821, + "FN": 99115, + "FP": 512887, + "IoU": 0.6960098945475678, + "TN": 95124650, + "TP": 1401228, + "n_pred": 1914115, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7978638885818964, + "FN": 62937, + "FP": 34000, + "IoU": 0.663705117085863, + "TN": 96849630, + "TP": 191313, + "n_pred": 225313, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8359037846226275, + "FN": 32177, + "FP": 5467, + "IoU": 0.7180710439399953, + "TN": 97004357, + "TP": 95879, + "n_pred": 101346, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6850282565299294, + "FN": 7669, + "FP": 48344, + "IoU": 0.5209452293797681, + "TN": 97020956, + "TP": 60911, + "n_pred": 109255, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8602523793942326, + "FN": 22339, + "FP": 26776, + "IoU": 0.7547744464138603, + "TN": 130566507, + "TP": 151170, + "n_pred": 177946, + "n_ref": 173509 + }, + "10": { + "Dice": 0.38102480584680404, + "FN": 48939, + "FP": 43037, + "IoU": 0.2353493785592551, + "TN": 130646507, + "TP": 28309, + "n_pred": 71346, + "n_ref": 77248 + }, + "11": { + "Dice": 0.008351756325227217, + "FN": 4032, + "FP": 5, + "IoU": 0.004193389245189936, + "TN": 130762738, + "TP": 17, + "n_pred": 22, + "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": 0.4300607597149976, + "FN": 41690, + "FP": 10464, + "IoU": 0.27393465216967605, + "TN": 130694961, + "TP": 19677, + "n_pred": 30141, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9297886503057898, + "FN": 10665, + "FP": 11802, + "IoU": 0.8687897493999264, + "TN": 130595563, + "TP": 148762, + "n_pred": 160564, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5084138918725385, + "FN": 16720, + "FP": 6621, + "IoU": 0.3408545367258761, + "TN": 130731381, + "TP": 12070, + "n_pred": 18691, + "n_ref": 28790 + }, + "2": { + "Dice": 0.23118319438117738, + "FN": 144508, + "FP": 640, + "IoU": 0.13069934299968258, + "TN": 130599821, + "TP": 21823, + "n_pred": 22463, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4132294301419449, + "FN": 101437, + "FP": 82062, + "IoU": 0.2604216627101361, + "TN": 130518679, + "TP": 64614, + "n_pred": 146676, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5758725696884516, + "FN": 17644, + "FP": 462, + "IoU": 0.4043687084676623, + "TN": 130736394, + "TP": 12292, + "n_pred": 12754, + "n_ref": 29936 + }, + "5": { + "Dice": 0.19439359267734554, + "FN": 27911, + "FP": 253, + "IoU": 0.1076611114631519, + "TN": 130735230, + "TP": 3398, + "n_pred": 3651, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9083839430385079, + "FN": 91684, + "FP": 159533, + "IoU": 0.832146007055805, + "TN": 129270152, + "TP": 1245423, + "n_pred": 1404956, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5900201458940922, + "FN": 242738, + "FP": 39117, + "IoU": 0.4184599830812718, + "TN": 130282122, + "TP": 202815, + "n_pred": 241932, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8652403745535805, + "FN": 37975, + "FP": 21908, + "IoU": 0.762487803717189, + "TN": 130514666, + "TP": 192243, + "n_pred": 214151, + "n_ref": 230218 + }, + "9": { + "Dice": 0.768182195993683, + "FN": 28093, + "FP": 16531, + "IoU": 0.62361673414305, + "TN": 130648232, + "TP": 73936, + "n_pred": 90467, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6576897480775263, + "FN": 88676, + "FP": 28085, + "IoU": 0.4899685055191784, + "TN": 72007079, + "TP": 112168, + "n_pred": 140253, + "n_ref": 200844 + }, + "10": { + "Dice": 0.15633298159765302, + "FN": 55922, + "FP": 16835, + "IoU": 0.08479458602732144, + "TN": 72156510, + "TP": 6741, + "n_pred": 23576, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 1, + "IoU": 0.0, + "TN": 72233320, + "TP": 0, + "n_pred": 1, + "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": 0.04117064751123182, + "FN": 68816, + "FP": 6734, + "IoU": 0.021017985797957807, + "TN": 72158836, + "TP": 1622, + "n_pred": 8356, + "n_ref": 70438 + }, + "14": { + "Dice": 0.13221946276237412, + "FN": 27820, + "FP": 576321, + "IoU": 0.07078961372941679, + "TN": 71585842, + "TP": 46025, + "n_pred": 622346, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4186532060965575, + "FN": 11272, + "FP": 36063, + "IoU": 0.26474471489150186, + "TN": 72171629, + "TP": 17044, + "n_pred": 53107, + "n_ref": 28316 + }, + "2": { + "Dice": 0.12092672819740063, + "FN": 115418, + "FP": 57261, + "IoU": 0.06435445068163592, + "TN": 72051452, + "TP": 11877, + "n_pred": 69138, + "n_ref": 127295 + }, + "3": { + "Dice": 0.722507351977073, + "FN": 13956, + "FP": 104560, + "IoU": 0.5655667397344634, + "TN": 71963202, + "TP": 154290, + "n_pred": 258850, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.39896373056994816, + "FN": 6071, + "FP": 425, + "IoU": 0.24919093851132687, + "TN": 72227356, + "TP": 2156, + "n_pred": 2581, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6901540483988094, + "FN": 309559, + "FP": 769935, + "IoU": 0.5268971114924978, + "TN": 69954276, + "TP": 1202238, + "n_pred": 1972173, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3769388723242834, + "FN": 229212, + "FP": 134599, + "IoU": 0.23223948001519437, + "TN": 71762148, + "TP": 110049, + "n_pred": 244648, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7821172423325603, + "FN": 16653, + "FP": 11721, + "IoU": 0.6421941992433796, + "TN": 72156708, + "TP": 50926, + "n_pred": 62647, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4030023268032725, + "FN": 36197, + "FP": 3572, + "IoU": 0.2523499774402166, + "TN": 72182816, + "TP": 13423, + "n_pred": 16995, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09892194148805487, + "FN": 83959, + "FP": 7732, + "IoU": 0.052034655307886354, + "TN": 52456396, + "TP": 5033, + "n_pred": 12765, + "n_ref": 88992 + }, + "10": { + "Dice": 8.276775368316503e-05, + "FN": 47182, + "FP": 1142, + "IoU": 4.1385589537722965e-05, + "TN": 52504794, + "TP": 2, + "n_pred": 1144, + "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": 0.005396124601422614, + "FN": 4055, + "FP": 0, + "IoU": 0.0027053615346778162, + "TN": 52549054, + "TP": 11, + "n_pred": 11, + "n_ref": 4066 + }, + "13": { + "Dice": 0.024073487488121634, + "FN": 21349, + "FP": 218, + "IoU": 0.012183392112856685, + "TN": 52531287, + "TP": 266, + "n_pred": 484, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3295102649386398, + "FN": 44345, + "FP": 2423, + "IoU": 0.19725369035358736, + "TN": 52494860, + "TP": 11492, + "n_pred": 13915, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 6941, + "IoU": 0.0, + "TN": 52520910, + "TP": 0, + "n_pred": 6941, + "n_ref": 25269 + }, + "2": { + "Dice": 0.041024079350923365, + "FN": 132247, + "FP": 14, + "IoU": 0.020941594492560514, + "TN": 52418030, + "TP": 2829, + "n_pred": 2843, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6861350464057795, + "FN": 29503, + "FP": 74418, + "IoU": 0.5222264621099623, + "TN": 52335609, + "TP": 113590, + "n_pred": 188008, + "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": 0.32180413024198656, + "FN": 5012, + "FP": 341, + "IoU": 0.19175600181186772, + "TN": 52546497, + "TP": 1270, + "n_pred": 1611, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6451073241509481, + "FN": 384900, + "FP": 41917, + "IoU": 0.4761316786561619, + "TN": 51738379, + "TP": 387924, + "n_pred": 429841, + "n_ref": 772824 + }, + "7": { + "Dice": 0.008735527545481398, + "FN": 192162, + "FP": 12547, + "IoU": 0.004386924824060969, + "TN": 52347509, + "TP": 902, + "n_pred": 13449, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7365446305820051, + "FN": 16137, + "FP": 14907, + "IoU": 0.5829605448756701, + "TN": 52478681, + "TP": 43395, + "n_pred": 58302, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5530794908477312, + "FN": 47935, + "FP": 799, + "IoU": 0.38224594049867533, + "TN": 52474231, + "TP": 30155, + "n_pred": 30954, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8043993326436074, + "FN": 76964, + "FP": 27965, + "IoU": 0.672799333929969, + "TN": 143816563, + "TP": 215758, + "n_pred": 243723, + "n_ref": 292722 + }, + "10": { + "Dice": 0.41479193217709315, + "FN": 68336, + "FP": 16154, + "IoU": 0.26166403048071796, + "TN": 144022817, + "TP": 29943, + "n_pred": 46097, + "n_ref": 98279 + }, + "11": { + "Dice": 0.11558718861209964, + "FN": 6213, + "FP": 0, + "IoU": 0.061338570781084754, + "TN": 144130631, + "TP": 406, + "n_pred": 406, + "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": 0.521310088811616, + "FN": 65472, + "FP": 5837, + "IoU": 0.3525486208211516, + "TN": 144027112, + "TP": 38829, + "n_pred": 44666, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9440231576189373, + "FN": 35379, + "FP": 9059, + "IoU": 0.8939809281142118, + "TN": 143718099, + "TP": 374713, + "n_pred": 383772, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7429938819814486, + "FN": 7607, + "FP": 2811, + "IoU": 0.5910821525297327, + "TN": 144111773, + "TP": 15059, + "n_pred": 17870, + "n_ref": 22666 + }, + "2": { + "Dice": 0.2399303642102099, + "FN": 118880, + "FP": 2494, + "IoU": 0.13631867701788217, + "TN": 143996719, + "TP": 19157, + "n_pred": 21651, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6954113075640069, + "FN": 21807, + "FP": 111686, + "IoU": 0.5330502338369193, + "TN": 143851367, + "TP": 152390, + "n_pred": 264076, + "n_ref": 174197 + }, + "4": { + "Dice": 0.27174860923169447, + "FN": 42133, + "FP": 6303, + "IoU": 0.1572390513806483, + "TN": 144079777, + "TP": 9037, + "n_pred": 15340, + "n_ref": 51170 + }, + "5": { + "Dice": 0.32162295893122217, + "FN": 25632, + "FP": 1788, + "IoU": 0.19162735849056603, + "TN": 144103330, + "TP": 6500, + "n_pred": 8288, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8126937413239887, + "FN": 66217, + "FP": 529504, + "IoU": 0.6844853510923455, + "TN": 142249157, + "TP": 1292372, + "n_pred": 1821876, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.512001384014631, + "FN": 145478, + "FP": 51976, + "IoU": 0.3440872716642805, + "TN": 143836213, + "TP": 103583, + "n_pred": 155559, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7863445197237809, + "FN": 60187, + "FP": 31612, + "IoU": 0.6479141177237668, + "TN": 143876521, + "TP": 168930, + "n_pred": 200542, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8471173805079754, + "FN": 17532, + "FP": 10235, + "IoU": 0.7347819857681838, + "TN": 144032555, + "TP": 76928, + "n_pred": 87163, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.843840423417878, + "FN": 39910, + "FP": 24528, + "IoU": 0.7298650121572902, + "TN": 111540380, + "TP": 174102, + "n_pred": 198630, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3378471852718953, + "FN": 33303, + "FP": 16475, + "IoU": 0.20325879923811963, + "TN": 111716443, + "TP": 12699, + "n_pred": 29174, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0021058173203474598, + "FN": 3791, + "FP": 0, + "IoU": 0.001054018445322793, + "TN": 111775125, + "TP": 4, + "n_pred": 4, + "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": 0.4019643263350862, + "FN": 37923, + "FP": 6770, + "IoU": 0.25153651633647617, + "TN": 111719207, + "TP": 15020, + "n_pred": 21790, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7456464150779519, + "FN": 6126, + "FP": 52444, + "IoU": 0.5944467525273508, + "TN": 111634500, + "TP": 85850, + "n_pred": 138294, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4645606583488187, + "FN": 7232, + "FP": 836, + "IoU": 0.30255878284923926, + "TN": 111767352, + "TP": 3500, + "n_pred": 4336, + "n_ref": 10732 + }, + "2": { + "Dice": 0.1417999159836615, + "FN": 190444, + "FP": 1592, + "IoU": 0.07631035925753123, + "TN": 111571019, + "TP": 15865, + "n_pred": 17457, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4808595498051415, + "FN": 8100, + "FP": 111389, + "IoU": 0.31653396481112867, + "TN": 111604092, + "TP": 55339, + "n_pred": 166728, + "n_ref": 63439 + }, + "4": { + "Dice": 0.24377016223292347, + "FN": 16072, + "FP": 103, + "IoU": 0.13880310936002555, + "TN": 111760138, + "TP": 2607, + "n_pred": 2710, + "n_ref": 18679 + }, + "5": { + "Dice": 0.07569246325520927, + "FN": 25368, + "FP": 227, + "IoU": 0.03933490973238749, + "TN": 111752277, + "TP": 1048, + "n_pred": 1275, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9065847298377334, + "FN": 177001, + "FP": 40984, + "IoU": 0.8291312135262141, + "TN": 110503175, + "TP": 1057760, + "n_pred": 1098744, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3096410427087718, + "FN": 175128, + "FP": 106972, + "IoU": 0.18318064418989818, + "TN": 111433556, + "TP": 63264, + "n_pred": 170236, + "n_ref": 238392 + }, + "8": { + "Dice": 0.795067067883919, + "FN": 82385, + "FP": 18068, + "IoU": 0.6598434209011426, + "TN": 111483606, + "TP": 194861, + "n_pred": 212929, + "n_ref": 277246 + }, + "9": { + "Dice": 0.709491232640079, + "FN": 28588, + "FP": 13792, + "IoU": 0.5497763754767292, + "TN": 111684789, + "TP": 51751, + "n_pred": 65543, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5402874613596877, + "FN": 93569, + "FP": 28675, + "IoU": 0.37013278098094077, + "TN": 198893796, + "TP": 71835, + "n_pred": 100510, + "n_ref": 165404 + }, + "10": { + "Dice": 0.2995989907731312, + "FN": 50837, + "FP": 6626, + "IoU": 0.17619313864636646, + "TN": 199018122, + "TP": 12290, + "n_pred": 18916, + "n_ref": 63127 + }, + "11": { + "Dice": 0.05525104143828108, + "FN": 4309, + "FP": 0, + "IoU": 0.028410372040586246, + "TN": 199083440, + "TP": 126, + "n_pred": 126, + "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": 0.03826077450739253, + "FN": 34894, + "FP": 297, + "IoU": 0.01950349669833663, + "TN": 199051984, + "TP": 700, + "n_pred": 997, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6774277649939355, + "FN": 17067, + "FP": 11390, + "IoU": 0.5122047379066818, + "TN": 199029537, + "TP": 29881, + "n_pred": 41271, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4919722347152758, + "FN": 93170, + "FP": 585, + "IoU": 0.3262355283109715, + "TN": 198948724, + "TP": 45396, + "n_pred": 45981, + "n_ref": 138566 + }, + "2": { + "Dice": 0.2025705947691225, + "FN": 114897, + "FP": 688, + "IoU": 0.11270016734988408, + "TN": 198957609, + "TP": 14681, + "n_pred": 15369, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6756459821391508, + "FN": 16759, + "FP": 100446, + "IoU": 0.5101702211244707, + "TN": 198848598, + "TP": 122072, + "n_pred": 222518, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.3737787356321839, + "FN": 14865, + "FP": 2569, + "IoU": 0.22984494411803685, + "TN": 199065238, + "TP": 5203, + "n_pred": 7772, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8750665782306772, + "FN": 110105, + "FP": 188257, + "IoU": 0.7778829940480844, + "TN": 197744610, + "TP": 1044903, + "n_pred": 1233160, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.2384388338339866, + "FN": 128831, + "FP": 45846, + "IoU": 0.1353565453267466, + "TN": 198885853, + "TP": 27345, + "n_pred": 73191, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7989423171090001, + "FN": 28617, + "FP": 16549, + "IoU": 0.6651989562948467, + "TN": 198952971, + "TP": 89738, + "n_pred": 106287, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7302473064508797, + "FN": 39146, + "FP": 8324, + "IoU": 0.5751098699462063, + "TN": 198976152, + "TP": 64253, + "n_pred": 72577, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7364548972753955, + "FN": 70958, + "FP": 10216, + "IoU": 0.5828481276112462, + "TN": 130880601, + "TP": 113417, + "n_pred": 123633, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6126868589647186, + "FN": 31796, + "FP": 32589, + "IoU": 0.44163559101552335, + "TN": 130959882, + "TP": 50925, + "n_pred": 83514, + "n_ref": 82721 + }, + "11": { + "Dice": 0.41862130707251566, + "FN": 2902, + "FP": 345, + "IoU": 0.2647192028985507, + "TN": 131070776, + "TP": 1169, + "n_pred": 1514, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.28995082587315596, + "FN": 72911, + "FP": 11560, + "IoU": 0.1695570105586032, + "TN": 130973474, + "TP": 17247, + "n_pred": 28807, + "n_ref": 90158 + }, + "14": { + "Dice": 0.055196455806521896, + "FN": 43313, + "FP": 412002, + "IoU": 0.028381507207409066, + "TN": 130606577, + "TP": 13300, + "n_pred": 425302, + "n_ref": 56613 + }, + "15": { + "Dice": 0.29605886615753385, + "FN": 22268, + "FP": 2988, + "IoU": 0.1737494683809337, + "TN": 131044625, + "TP": 5311, + "n_pred": 8299, + "n_ref": 27579 + }, + "2": { + "Dice": 0.674063977964648, + "FN": 65549, + "FP": 26040, + "IoU": 0.5083684029716151, + "TN": 130888896, + "TP": 94707, + "n_pred": 120747, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7485097399575821, + "FN": 37255, + "FP": 65433, + "IoU": 0.5980947386136366, + "TN": 130819689, + "TP": 152815, + "n_pred": 218248, + "n_ref": 190070 + }, + "4": { + "Dice": 0.005585989151847154, + "FN": 72873, + "FP": 827, + "IoU": 0.002800817243292246, + "TN": 131001285, + "TP": 207, + "n_pred": 1034, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4478904964047475, + "FN": 9529, + "FP": 3217, + "IoU": 0.2885688769814691, + "TN": 131057276, + "TP": 5170, + "n_pred": 8387, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7774425551528817, + "FN": 87404, + "FP": 703017, + "IoU": 0.6359149489700269, + "TN": 128904213, + "TP": 1380558, + "n_pred": 2083575, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.44199696020300233, + "FN": 490290, + "FP": 234061, + "IoU": 0.2836945428942122, + "TN": 130063960, + "TP": 286881, + "n_pred": 520942, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8934422877148209, + "FN": 18961, + "FP": 7093, + "IoU": 0.8074068598462448, + "TN": 130939912, + "TP": 109226, + "n_pred": 116319, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5514911287278218, + "FN": 36325, + "FP": 11199, + "IoU": 0.380730238982565, + "TN": 130998450, + "TP": 29218, + "n_pred": 40417, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8245375838956549, + "FN": 33349, + "FP": 44191, + "IoU": 0.7014580582068233, + "TN": 101357471, + "TP": 182189, + "n_pred": 226380, + "n_ref": 215538 + }, + "10": { + "Dice": 0.40599170557698444, + "FN": 31824, + "FP": 9140, + "IoU": 0.25469861543219985, + "TN": 101562237, + "TP": 13999, + "n_pred": 23139, + "n_ref": 45823 + }, + "11": { + "Dice": 0.38838709677419353, + "FN": 3755, + "FP": 37, + "IoU": 0.2409927942353883, + "TN": 101612204, + "TP": 1204, + "n_pred": 1241, + "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": 0.6513258858529308, + "FN": 22099, + "FP": 18570, + "IoU": 0.4829379306837542, + "TN": 101538546, + "TP": 37985, + "n_pred": 56555, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7813543774639209, + "FN": 5977, + "FP": 25248, + "IoU": 0.6411661954997816, + "TN": 101530182, + "TP": 55793, + "n_pred": 81041, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5605872681646428, + "FN": 13831, + "FP": 16637, + "IoU": 0.3894555437548845, + "TN": 101567297, + "TP": 19435, + "n_pred": 36072, + "n_ref": 33266 + }, + "2": { + "Dice": 0.03929992044550517, + "FN": 168885, + "FP": 179, + "IoU": 0.020043820498255295, + "TN": 101444678, + "TP": 3458, + "n_pred": 3637, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6618085091075037, + "FN": 12000, + "FP": 152519, + "IoU": 0.4945544143806472, + "TN": 101291707, + "TP": 160974, + "n_pred": 313493, + "n_ref": 172974 + }, + "4": { + "Dice": 0.483737646001797, + "FN": 10829, + "FP": 663, + "IoU": 0.319032946195781, + "TN": 101600324, + "TP": 5384, + "n_pred": 6047, + "n_ref": 16213 + }, + "5": { + "Dice": 0.46168881939014855, + "FN": 20923, + "FP": 1109, + "IoU": 0.30012706480304957, + "TN": 101585720, + "TP": 9448, + "n_pred": 10557, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8361142415844779, + "FN": 217177, + "FP": 298924, + "IoU": 0.7183817101798184, + "TN": 99784574, + "TP": 1316525, + "n_pred": 1615449, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6897785405277962, + "FN": 176227, + "FP": 50087, + "IoU": 0.5264595046440924, + "TN": 101139281, + "TP": 251605, + "n_pred": 301692, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7337107018522948, + "FN": 93900, + "FP": 6302, + "IoU": 0.5794179125777558, + "TN": 101378954, + "TP": 138044, + "n_pred": 144346, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7845029745007529, + "FN": 17436, + "FP": 17484, + "IoU": 0.645417436688938, + "TN": 101518718, + "TP": 63562, + "n_pred": 81046, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06195472468892115, + "FN": 204825, + "FP": 0, + "IoU": 0.03196763536856831, + "TN": 118970623, + "TP": 6764, + "n_pred": 6764, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5642216075863626, + "FN": 40765, + "FP": 20997, + "IoU": 0.39297262764755025, + "TN": 119080467, + "TP": 39983, + "n_pred": 60980, + "n_ref": 80748 + }, + "11": { + "Dice": 0.10501640881387717, + "FN": 3814, + "FP": 4, + "IoU": 0.05541810984661059, + "TN": 119178170, + "TP": 224, + "n_pred": 228, + "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": 0.3237017243954658, + "FN": 23323, + "FP": 17426, + "IoU": 0.19310508702797965, + "TN": 119131711, + "TP": 9752, + "n_pred": 27178, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 5030, + "IoU": 0.0, + "TN": 119111315, + "TP": 0, + "n_pred": 5030, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 1864, + "IoU": 0.0, + "TN": 119159628, + "TP": 0, + "n_pred": 1864, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6958223331040049, + "FN": 47340, + "FP": 80435, + "IoU": 0.5335333910141975, + "TN": 118908291, + "TP": 146146, + "n_pred": 226581, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5744558038733804, + "FN": 115890, + "FP": 4279, + "IoU": 0.4029729877433811, + "TN": 118980933, + "TP": 81110, + "n_pred": 85389, + "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": 0.437335372589005, + "FN": 12575, + "FP": 669, + "IoU": 0.279865151432766, + "TN": 119163821, + "TP": 5147, + "n_pred": 5816, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8957084363873676, + "FN": 128964, + "FP": 245943, + "IoU": 0.8111158917642223, + "TN": 117197360, + "TP": 1609945, + "n_pred": 1855888, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.45984802218595755, + "FN": 205764, + "FP": 10044, + "IoU": 0.2985731465531251, + "TN": 118874542, + "TP": 91862, + "n_pred": 101906, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7952305133920674, + "FN": 25975, + "FP": 2962, + "IoU": 0.660068604186735, + "TN": 119097086, + "TP": 56189, + "n_pred": 59151, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7383458364825445, + "FN": 26419, + "FP": 15470, + "IoU": 0.5852204651899674, + "TN": 119081221, + "TP": 59102, + "n_pred": 74572, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1217, + "IoU": 0.0, + "TN": 61331263, + "TP": 0, + "n_pred": 1217, + "n_ref": 0 + }, + "10": { + "Dice": 0.3691460055096419, + "FN": 25115, + "FP": 6716, + "IoU": 0.22635135135135134, + "TN": 61291336, + "TP": 9313, + "n_pred": 16029, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.12095216452675832, + "FN": 48438, + "FP": 13454, + "IoU": 0.06436885865457294, + "TN": 61266330, + "TP": 4258, + "n_pred": 17712, + "n_ref": 52696 + }, + "14": { + "Dice": 0.894594815602257, + "FN": 40836, + "FP": 13302, + "IoU": 0.809291315283326, + "TN": 61048602, + "TP": 229740, + "n_pred": 243042, + "n_ref": 270576 + }, + "15": { + "Dice": 0.10392323369565218, + "FN": 92109, + "FP": 13413, + "IoU": 0.05480961295581373, + "TN": 61220839, + "TP": 6119, + "n_pred": 19532, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5699628442882887, + "FN": 91836, + "FP": 12445, + "IoU": 0.39856505966421935, + "TN": 61159093, + "TP": 69106, + "n_pred": 81551, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8524700752745671, + "FN": 25023, + "FP": 10843, + "IoU": 0.7428739389768295, + "TN": 61192992, + "TP": 103622, + "n_pred": 114465, + "n_ref": 128645 + }, + "4": { + "Dice": 0.1488176194445663, + "FN": 38797, + "FP": 5, + "IoU": 0.08039057685926909, + "TN": 61290286, + "TP": 3392, + "n_pred": 3397, + "n_ref": 42189 + }, + "5": { + "Dice": 0.41989047871400814, + "FN": 6195, + "FP": 373, + "IoU": 0.26573504751257687, + "TN": 61323535, + "TP": 2377, + "n_pred": 2750, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9001330684420197, + "FN": 122089, + "FP": 118444, + "IoU": 0.8184017926304648, + "TN": 60007946, + "TP": 1084001, + "n_pred": 1202445, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.15575203118258338, + "FN": 182929, + "FP": 47961, + "IoU": 0.08445286849493235, + "TN": 61080292, + "TP": 21298, + "n_pred": 69259, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6364274634664054, + "FN": 43235, + "FP": 1299, + "IoU": 0.4667353194750455, + "TN": 61248968, + "TP": 38978, + "n_pred": 40277, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7694914736729616, + "FN": 12970, + "FP": 17228, + "IoU": 0.6253442842609365, + "TN": 61251878, + "TP": 50404, + "n_pred": 67632, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7053116898933487, + "FN": 75808, + "FP": 8881, + "IoU": 0.5447733515375973, + "TN": 148921463, + "TP": 101348, + "n_pred": 110229, + "n_ref": 177156 + }, + "10": { + "Dice": 0.47232001167393245, + "FN": 46908, + "FP": 10950, + "IoU": 0.309174706275671, + "TN": 149023748, + "TP": 25894, + "n_pred": 36844, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.11315315315315315, + "FN": 78715, + "FP": 9881, + "IoU": 0.0599694423223835, + "TN": 149013252, + "TP": 5652, + "n_pred": 15533, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8187865116548094, + "FN": 8130, + "FP": 29466, + "IoU": 0.6931740280090098, + "TN": 148984968, + "TP": 84936, + "n_pred": 114402, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6755800235941801, + "FN": 17427, + "FP": 2373, + "IoU": 0.5100950118764845, + "TN": 149067084, + "TP": 20616, + "n_pred": 22989, + "n_ref": 38043 + }, + "2": { + "Dice": 0.25065475353671046, + "FN": 132934, + "FP": 10983, + "IoU": 0.1432848970456047, + "TN": 148939513, + "TP": 24070, + "n_pred": 35053, + "n_ref": 157004 + }, + "3": { + "Dice": 0.0037567182187122957, + "FN": 59812, + "FP": 85512, + "IoU": 0.001881893982060193, + "TN": 148961902, + "TP": 274, + "n_pred": 85786, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6219713509771553, + "FN": 14153, + "FP": 45, + "IoU": 0.45134863590694796, + "TN": 149081622, + "TP": 11680, + "n_pred": 11725, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0026045520466451595, + "FN": 33672, + "FP": 27, + "IoU": 0.0013039741576030585, + "TN": 149073757, + "TP": 44, + "n_pred": 71, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9047599276151004, + "FN": 136362, + "FP": 67789, + "IoU": 0.8260836600371769, + "TN": 147933654, + "TP": 969695, + "n_pred": 1037484, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.39056869195805566, + "FN": 205445, + "FP": 12033, + "IoU": 0.24267496848512707, + "TN": 148820334, + "TP": 69688, + "n_pred": 81721, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8756972852361473, + "FN": 40687, + "FP": 12793, + "IoU": 0.7788803440006615, + "TN": 148865640, + "TP": 188380, + "n_pred": 201173, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7481991750066698, + "FN": 32800, + "FP": 4009, + "IoU": 0.5976982600332255, + "TN": 149016004, + "TP": 54687, + "n_pred": 58696, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013738403522707117, + "FN": 511541, + "FP": 25, + "IoU": 0.006916714065797111, + "TN": 100197671, + "TP": 3563, + "n_pred": 3588, + "n_ref": 515104 + }, + "10": { + "Dice": 0.0, + "FN": 38471, + "FP": 19028, + "IoU": 0.0, + "TN": 100655301, + "TP": 0, + "n_pred": 19028, + "n_ref": 38471 + }, + "11": { + "Dice": 0.130098305793767, + "FN": 3170, + "FP": 989, + "IoU": 0.06957494407158837, + "TN": 100708330, + "TP": 311, + "n_pred": 1300, + "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": 0.028557941940051925, + "FN": 38550, + "FP": 2610, + "IoU": 0.014485813480186759, + "TN": 100671035, + "TP": 605, + "n_pred": 3215, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5533277286489972, + "FN": 66358, + "FP": 74970, + "IoU": 0.38248312323859046, + "TN": 100483935, + "TP": 87537, + "n_pred": 162507, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6321155718017128, + "FN": 50132, + "FP": 2403, + "IoU": 0.4621118266799087, + "TN": 100615131, + "TP": 45134, + "n_pred": 47537, + "n_ref": 95266 + }, + "2": { + "Dice": 0.13333516404303083, + "FN": 213734, + "FP": 38748, + "IoU": 0.07142962221960691, + "TN": 100440896, + "TP": 19422, + "n_pred": 58170, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4391844387157253, + "FN": 143363, + "FP": 62435, + "IoU": 0.28138138138138136, + "TN": 100426420, + "TP": 80582, + "n_pred": 143017, + "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": 0.041599484037407285, + "FN": 16086, + "FP": 1746, + "IoU": 0.021241561007739173, + "TN": 100694581, + "TP": 387, + "n_pred": 2133, + "n_ref": 16473 + }, + "6": { + "Dice": 0.2970699634360294, + "FN": 1588899, + "FP": 726135, + "IoU": 0.17444637011361447, + "TN": 97908580, + "TP": 489186, + "n_pred": 1215321, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3435762474517857, + "FN": 126540, + "FP": 48307, + "IoU": 0.20742050270846082, + "TN": 100492195, + "TP": 45758, + "n_pred": 94065, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7136874507838786, + "FN": 46183, + "FP": 1811, + "IoU": 0.5548320672287614, + "TN": 100604989, + "TP": 59817, + "n_pred": 61628, + "n_ref": 106000 + }, + "9": { + "Dice": 0.527296840651854, + "FN": 58319, + "FP": 19738, + "IoU": 0.35804692704349755, + "TN": 100591207, + "TP": 43536, + "n_pred": 63274, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7379389276574099, + "FN": 31411, + "FP": 1561, + "IoU": 0.5847093645695572, + "TN": 78871305, + "TP": 46423, + "n_pred": 47984, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4569243357881202, + "FN": 25263, + "FP": 7258, + "IoU": 0.29611272239297, + "TN": 78904498, + "TP": 13681, + "n_pred": 20939, + "n_ref": 38944 + }, + "11": { + "Dice": 0.006091370558375634, + "FN": 1362, + "FP": 596, + "IoU": 0.003054989816700611, + "TN": 78948736, + "TP": 6, + "n_pred": 602, + "n_ref": 1368 + }, + "12": { + "Dice": 0.019338043882484196, + "FN": 2534, + "FP": 103, + "IoU": 0.00976342470897484, + "TN": 78948037, + "TP": 26, + "n_pred": 129, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0001346597316904846, + "FN": 59401, + "FP": 0, + "IoU": 6.73343994613248e-05, + "TN": 78891295, + "TP": 4, + "n_pred": 4, + "n_ref": 59405 + }, + "14": { + "Dice": 0.01840549303833683, + "FN": 26497, + "FP": 55847, + "IoU": 0.009288223687376678, + "TN": 78867584, + "TP": 772, + "n_pred": 56619, + "n_ref": 27269 + }, + "15": { + "Dice": 0.791246953896546, + "FN": 19019, + "FP": 2140, + "IoU": 0.6545976917677403, + "TN": 78889441, + "TP": 40100, + "n_pred": 42240, + "n_ref": 59119 + }, + "2": { + "Dice": 0.07692526744439909, + "FN": 96069, + "FP": 1176, + "IoU": 0.040001184635280414, + "TN": 78849403, + "TP": 4052, + "n_pred": 5228, + "n_ref": 100121 + }, + "3": { + "Dice": 0.717113840288353, + "FN": 19221, + "FP": 32421, + "IoU": 0.5589847819774889, + "TN": 78833602, + "TP": 65456, + "n_pred": 97877, + "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": 0.05968008825151682, + "FN": 33716, + "FP": 380, + "IoU": 0.03075786002615271, + "TN": 78915522, + "TP": 1082, + "n_pred": 1462, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8094535557090371, + "FN": 211923, + "FP": 21202, + "IoU": 0.6799008636669459, + "TN": 78222410, + "TP": 495165, + "n_pred": 516367, + "n_ref": 707088 + }, + "7": { + "Dice": 1.0995037115122162e-05, + "FN": 721109, + "FP": 6484, + "IoU": 5.497548780437523e-06, + "TN": 78223103, + "TP": 4, + "n_pred": 6488, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6092306546911224, + "FN": 183814, + "FP": 5139, + "IoU": 0.438052978911336, + "TN": 78614453, + "TP": 147294, + "n_pred": 152433, + "n_ref": 331108 + }, + "9": { + "Dice": 0.46107602863433217, + "FN": 39561, + "FP": 1318, + "IoU": 0.29960936161463864, + "TN": 78892334, + "TP": 17487, + "n_pred": 18805, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8542484042864672, + "FN": 16909, + "FP": 27893, + "IoU": 0.7455790657262599, + "TN": 104828346, + "TP": 131292, + "n_pred": 159185, + "n_ref": 148201 + }, + "10": { + "Dice": 0.37524411019237963, + "FN": 60141, + "FP": 30075, + "IoU": 0.23095414674065928, + "TN": 104887131, + "TP": 27093, + "n_pred": 57168, + "n_ref": 87234 + }, + "11": { + "Dice": 0.034912718204488775, + "FN": 4254, + "FP": 3, + "IoU": 0.017766497461928935, + "TN": 105000106, + "TP": 77, + "n_pred": 80, + "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": 0.4484148376331665, + "FN": 51616, + "FP": 12845, + "IoU": 0.2890043347341253, + "TN": 104913777, + "TP": 26202, + "n_pred": 39047, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9327544526123637, + "FN": 3911, + "FP": 5630, + "IoU": 0.8739829881656804, + "TN": 104928728, + "TP": 66171, + "n_pred": 71801, + "n_ref": 70082 + }, + "15": { + "Dice": 0.39377570437664966, + "FN": 17945, + "FP": 1807, + "IoU": 0.24515611266098522, + "TN": 104978273, + "TP": 6415, + "n_pred": 8222, + "n_ref": 24360 + }, + "2": { + "Dice": 0.17618223760092272, + "FN": 154253, + "FP": 25, + "IoU": 0.096600790513834, + "TN": 104833665, + "TP": 16497, + "n_pred": 16522, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6285706070241607, + "FN": 22382, + "FP": 132627, + "IoU": 0.45833245972673586, + "TN": 104718270, + "TP": 131161, + "n_pred": 263788, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 105004420, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": 0.17098734459497128, + "FN": 27013, + "FP": 2727, + "IoU": 0.09348614624927606, + "TN": 104971633, + "TP": 3067, + "n_pred": 5794, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8240925888405285, + "FN": 70575, + "FP": 426904, + "IoU": 0.700814180623247, + "TN": 103341664, + "TP": 1165297, + "n_pred": 1592201, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7344957479000365, + "FN": 54116, + "FP": 73107, + "IoU": 0.580397692604527, + "TN": 104701241, + "TP": 175976, + "n_pred": 249083, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7865500568595528, + "FN": 125826, + "FP": 4625, + "IoU": 0.6481932454699665, + "TN": 104633637, + "TP": 240352, + "n_pred": 244977, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7756304386672659, + "FN": 21935, + "FP": 19500, + "IoU": 0.63349372866064, + "TN": 104891386, + "TP": 71619, + "n_pred": 91119, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46166391309588806, + "FN": 287904, + "FP": 15780, + "IoU": 0.3001060152108781, + "TN": 177242388, + "TP": 130216, + "n_pred": 145996, + "n_ref": 418120 + }, + "10": { + "Dice": 0.035405886289809174, + "FN": 69792, + "FP": 48392, + "IoU": 0.018021985326497885, + "TN": 177555935, + "TP": 2169, + "n_pred": 50561, + "n_ref": 71961 + }, + "11": { + "Dice": 0.19004006868918144, + "FN": 4245, + "FP": 0, + "IoU": 0.10499683744465528, + "TN": 177671545, + "TP": 498, + "n_pred": 498, + "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": 0.5041826851683799, + "FN": 46526, + "FP": 13574, + "IoU": 0.3370616720165018, + "TN": 177585631, + "TP": 30557, + "n_pred": 44131, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9167586573449445, + "FN": 8976, + "FP": 3240, + "IoU": 0.8463106246461597, + "TN": 177596803, + "TP": 67269, + "n_pred": 70509, + "n_ref": 76245 + }, + "15": { + "Dice": 0.11313681385896374, + "FN": 20302, + "FP": 24646, + "IoU": 0.05996026351563317, + "TN": 177628473, + "TP": 2867, + "n_pred": 27513, + "n_ref": 23169 + }, + "2": { + "Dice": 0.3434975376787229, + "FN": 168191, + "FP": 8311, + "IoU": 0.20736313135168877, + "TN": 177453611, + "TP": 46175, + "n_pred": 54486, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6455934914795279, + "FN": 46830, + "FP": 129074, + "IoU": 0.47666153951427914, + "TN": 177340169, + "TP": 160215, + "n_pred": 289289, + "n_ref": 207045 + }, + "4": { + "Dice": 0.45678048408904803, + "FN": 22440, + "FP": 6085, + "IoU": 0.29599190483242016, + "TN": 177635770, + "TP": 11993, + "n_pred": 18078, + "n_ref": 34433 + }, + "5": { + "Dice": 0.47832421817260384, + "FN": 19855, + "FP": 4850, + "IoU": 0.31434042907496323, + "TN": 177640257, + "TP": 11326, + "n_pred": 16176, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8040565320690334, + "FN": 141523, + "FP": 669507, + "IoU": 0.6723198492484644, + "TN": 175201222, + "TP": 1664036, + "n_pred": 2333543, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6528024579864382, + "FN": 133623, + "FP": 115886, + "IoU": 0.4845632786790422, + "TN": 177192215, + "TP": 234564, + "n_pred": 350450, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7816722305751638, + "FN": 46077, + "FP": 39597, + "IoU": 0.6415943641703131, + "TN": 177437246, + "TP": 153368, + "n_pred": 192965, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8304867357210118, + "FN": 32918, + "FP": 8846, + "IoU": 0.7101131394461025, + "TN": 177532218, + "TP": 102306, + "n_pred": 111152, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8777718136816366, + "FN": 39886, + "FP": 1102, + "IoU": 0.7821687464127038, + "TN": 193817371, + "TP": 147176, + "n_pred": 148278, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7230397218206889, + "FN": 32775, + "FP": 8802, + "IoU": 0.5662194307653785, + "TN": 193909687, + "TP": 54271, + "n_pred": 63073, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 6, + "IoU": 0.0, + "TN": 194002417, + "TP": 0, + "n_pred": 6, + "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": 0.2796510305761717, + "FN": 53350, + "FP": 16338, + "IoU": 0.1625548278555549, + "TN": 193922320, + "TP": 13527, + "n_pred": 29865, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8626350701729987, + "FN": 4572, + "FP": 18145, + "IoU": 0.758450561953066, + "TN": 193911488, + "TP": 71330, + "n_pred": 89475, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6265231465642024, + "FN": 9063, + "FP": 5128, + "IoU": 0.4561585038706216, + "TN": 193979441, + "TP": 11903, + "n_pred": 17031, + "n_ref": 20966 + }, + "2": { + "Dice": 0.16160328960765122, + "FN": 126598, + "FP": 1037, + "IoU": 0.08790447061513836, + "TN": 193865599, + "TP": 12301, + "n_pred": 13338, + "n_ref": 138899 + }, + "3": { + "Dice": 0.5709581901243334, + "FN": 61379, + "FP": 48596, + "IoU": 0.3995391780552659, + "TN": 193822384, + "TP": 73176, + "n_pred": 121772, + "n_ref": 134555 + }, + "4": { + "Dice": 0.06984855438274438, + "FN": 20268, + "FP": 0, + "IoU": 0.03618812116600884, + "TN": 193984506, + "TP": 761, + "n_pred": 761, + "n_ref": 21029 + }, + "5": { + "Dice": 0.07752860091662876, + "FN": 26162, + "FP": 205, + "IoU": 0.04032757051865332, + "TN": 193978060, + "TP": 1108, + "n_pred": 1313, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8848673360560771, + "FN": 212843, + "FP": 92233, + "IoU": 0.7935085794425037, + "TN": 192528108, + "TP": 1172351, + "n_pred": 1264584, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.39657375308850745, + "FN": 237547, + "FP": 19375, + "IoU": 0.24732896436763763, + "TN": 193664188, + "TP": 84425, + "n_pred": 103800, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7813382420867967, + "FN": 69708, + "FP": 26391, + "IoU": 0.6411444660614729, + "TN": 193737742, + "TP": 171694, + "n_pred": 198085, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7348088043840262, + "FN": 37742, + "FP": 6053, + "IoU": 0.5807887431798603, + "TN": 193901065, + "TP": 60675, + "n_pred": 66728, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8443281957658955, + "FN": 18257, + "FP": 17215, + "IoU": 0.7305951332138408, + "TN": 99524132, + "TP": 96196, + "n_pred": 113411, + "n_ref": 114453 + }, + "10": { + "Dice": 0.45842297259377046, + "FN": 47180, + "FP": 10720, + "IoU": 0.2973727322371215, + "TN": 99573395, + "TP": 24505, + "n_pred": 35225, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3868009855596794, + "FN": 33029, + "FP": 6293, + "IoU": 0.23977263939370505, + "TN": 99604076, + "TP": 12402, + "n_pred": 18695, + "n_ref": 45431 + }, + "14": { + "Dice": 0.34407433033507956, + "FN": 40216, + "FP": 12872, + "IoU": 0.2077836805348296, + "TN": 99588788, + "TP": 13924, + "n_pred": 26796, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 3477, + "IoU": 0.0, + "TN": 99614376, + "TP": 0, + "n_pred": 3477, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7371987141393203, + "FN": 35979, + "FP": 20184, + "IoU": 0.5837804588842118, + "TN": 99520864, + "TP": 78773, + "n_pred": 98957, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8173123735107971, + "FN": 22242, + "FP": 23163, + "IoU": 0.6910636039517731, + "TN": 99508828, + "TP": 101567, + "n_pred": 124730, + "n_ref": 123809 + }, + "4": { + "Dice": 0.31844114807337837, + "FN": 15278, + "FP": 252, + "IoU": 0.18937258586491282, + "TN": 99636642, + "TP": 3628, + "n_pred": 3880, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 1256, + "IoU": 0.0, + "TN": 99647578, + "TP": 0, + "n_pred": 1256, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9416253460785717, + "FN": 91637, + "FP": 64893, + "IoU": 0.8896900002184636, + "TN": 98236799, + "TP": 1262471, + "n_pred": 1327364, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5539832448167819, + "FN": 42324, + "FP": 158388, + "IoU": 0.38310983799533443, + "TN": 99330439, + "TP": 124649, + "n_pred": 283037, + "n_ref": 166973 + }, + "8": { + "Dice": 0.882330307546403, + "FN": 19516, + "FP": 2197, + "IoU": 0.7894374460574676, + "TN": 99552681, + "TP": 81406, + "n_pred": 83603, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8879875535660671, + "FN": 14201, + "FP": 6318, + "IoU": 0.7985410203039705, + "TN": 99553948, + "TP": 81333, + "n_pred": 87651, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6823646120897221, + "FN": 210986, + "FP": 8663, + "IoU": 0.5178705872281768, + "TN": 62627939, + "TP": 235932, + "n_pred": 244595, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7917901279179013, + "FN": 21543, + "FP": 4386, + "IoU": 0.6553415480320612, + "TN": 63008289, + "TP": 49302, + "n_pred": 53688, + "n_ref": 70845 + }, + "11": { + "Dice": 0.19730485634375794, + "FN": 3157, + "FP": 0, + "IoU": 0.10944992947813822, + "TN": 63079975, + "TP": 388, + "n_pred": 388, + "n_ref": 3545 + }, + "12": { + "Dice": 0.08529250956806998, + "FN": 3346, + "FP": 0, + "IoU": 0.04454597372929754, + "TN": 63080018, + "TP": 156, + "n_pred": 156, + "n_ref": 3502 + }, + "13": { + "Dice": 0.14131774623245458, + "FN": 42101, + "FP": 1089, + "IoU": 0.07603114838268013, + "TN": 63036776, + "TP": 3554, + "n_pred": 4643, + "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": 0.06868323539899844, + "FN": 119542, + "FP": 596, + "IoU": 0.03556290540106608, + "TN": 62958952, + "TP": 4430, + "n_pred": 5026, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6407407407407407, + "FN": 19118, + "FP": 102520, + "IoU": 0.4713896457765668, + "TN": 62853411, + "TP": 108471, + "n_pred": 210991, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.22762103796586555, + "FN": 14340, + "FP": 3400, + "IoU": 0.12842684484622188, + "TN": 63063166, + "TP": 2614, + "n_pred": 6014, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8120330327411162, + "FN": 231664, + "FP": 184071, + "IoU": 0.6835484951360239, + "TN": 61769780, + "TP": 898005, + "n_pred": 1082076, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4011781346488883, + "FN": 110142, + "FP": 28720, + "IoU": 0.25092109592883693, + "TN": 62898143, + "TP": 46515, + "n_pred": 75235, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7788757645567345, + "FN": 29632, + "FP": 17113, + "IoU": 0.6378349900442393, + "TN": 62954449, + "TP": 82326, + "n_pred": 99439, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7550654497903719, + "FN": 14884, + "FP": 3285, + "IoU": 0.6065101572313423, + "TN": 63037346, + "TP": 28005, + "n_pred": 31290, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5933681354226567, + "FN": 180411, + "FP": 615, + "IoU": 0.4218361252614937, + "TN": 109295713, + "TP": 132079, + "n_pred": 132694, + "n_ref": 312490 + }, + "10": { + "Dice": 0.37619590133556613, + "FN": 60521, + "FP": 30371, + "IoU": 0.23167566927869213, + "TN": 109490519, + "TP": 27407, + "n_pred": 57778, + "n_ref": 87928 + }, + "11": { + "Dice": 0.04636920384951881, + "FN": 4360, + "FP": 0, + "IoU": 0.02373488580385132, + "TN": 109604352, + "TP": 106, + "n_pred": 106, + "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": 0.17836889635521566, + "FN": 71170, + "FP": 17355, + "IoU": 0.09791713371512421, + "TN": 109510684, + "TP": 9609, + "n_pred": 26964, + "n_ref": 80779 + }, + "14": { + "Dice": 0.33698125836680054, + "FN": 36502, + "FP": 201230, + "IoU": 0.20263226741260992, + "TN": 109310672, + "TP": 60414, + "n_pred": 261644, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6801117565764677, + "FN": 46701, + "FP": 6768, + "IoU": 0.5152798049116573, + "TN": 109498509, + "TP": 56840, + "n_pred": 63608, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6234746170227382, + "FN": 100612, + "FP": 36415, + "IoU": 0.45293361439818586, + "TN": 109358342, + "TP": 113449, + "n_pred": 149864, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7013410872255139, + "FN": 63460, + "FP": 91739, + "IoU": 0.5400502628724521, + "TN": 109271392, + "TP": 182227, + "n_pred": 273966, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 61, + "IoU": 0.0, + "TN": 109558467, + "TP": 0, + "n_pred": 61, + "n_ref": 50290 + }, + "5": { + "Dice": 0.13799327262285668, + "FN": 9711, + "FP": 796, + "IoU": 0.07410997532604864, + "TN": 109597470, + "TP": 841, + "n_pred": 1637, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7411692045918492, + "FN": 145811, + "FP": 625724, + "IoU": 0.5887758762300853, + "TN": 107732627, + "TP": 1104656, + "n_pred": 1730380, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.30497818524749293, + "FN": 977253, + "FP": 28732, + "IoU": 0.17992581723322737, + "TN": 108382118, + "TP": 220715, + "n_pred": 249447, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8723298733276152, + "FN": 14665, + "FP": 7216, + "IoU": 0.7735683092907258, + "TN": 109512184, + "TP": 74753, + "n_pred": 81969, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6264947413917303, + "FN": 20413, + "FP": 21067, + "IoU": 0.45612838936382233, + "TN": 109532550, + "TP": 34788, + "n_pred": 55855, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7293555369810755, + "FN": 24745, + "FP": 511, + "IoU": 0.5740044191812708, + "TN": 67008065, + "TP": 34031, + "n_pred": 34542, + "n_ref": 58776 + }, + "10": { + "Dice": 0.16077350542260463, + "FN": 71621, + "FP": 3285, + "IoU": 0.08741365236778305, + "TN": 66985271, + "TP": 7175, + "n_pred": 10460, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.15249472944483486, + "FN": 34956, + "FP": 1224, + "IoU": 0.08254089007227082, + "TN": 67027917, + "TP": 3255, + "n_pred": 4479, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7430534088957582, + "FN": 21391, + "FP": 16014, + "IoU": 0.5911575035523008, + "TN": 66975862, + "TP": 54085, + "n_pred": 70099, + "n_ref": 75476 + }, + "15": { + "Dice": 0.1340894264063833, + "FN": 27354, + "FP": 24411, + "IoU": 0.07186272927760745, + "TN": 67011579, + "TP": 4008, + "n_pred": 28419, + "n_ref": 31362 + }, + "2": { + "Dice": 0.03804641662828651, + "FN": 143188, + "FP": 929, + "IoU": 0.019392108432505255, + "TN": 66920385, + "TP": 2850, + "n_pred": 3779, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8035568759139275, + "FN": 21341, + "FP": 46635, + "IoU": 0.6716214584188788, + "TN": 66860347, + "TP": 139029, + "n_pred": 185664, + "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": 0.0, + "FN": 8921, + "FP": 530, + "IoU": 0.0, + "TN": 67057901, + "TP": 0, + "n_pred": 530, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7225182795500134, + "FN": 454560, + "FP": 25732, + "IoU": 0.565580131585374, + "TN": 65961758, + "TP": 625302, + "n_pred": 651034, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.016208807263415698, + "FN": 348559, + "FP": 21801, + "IoU": 0.008170621647460841, + "TN": 66693941, + "TP": 3051, + "n_pred": 24852, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8140322039946796, + "FN": 10438, + "FP": 23956, + "IoU": 0.6863864320233427, + "TN": 66957682, + "TP": 75276, + "n_pred": 99232, + "n_ref": 85714 + }, + "9": { + "Dice": 0.4888698948307258, + "FN": 51034, + "FP": 3982, + "IoU": 0.3235127757420751, + "TN": 66986026, + "TP": 26310, + "n_pred": 30292, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5912041892982614, + "FN": 104406, + "FP": 435, + "IoU": 0.41965214888293517, + "TN": 74338628, + "TP": 75811, + "n_pred": 76246, + "n_ref": 180217 + }, + "10": { + "Dice": 0.4275719692625301, + "FN": 39373, + "FP": 5546, + "IoU": 0.27191830780452225, + "TN": 74457585, + "TP": 16776, + "n_pred": 22322, + "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": 0.16566216289153157, + "FN": 38286, + "FP": 8089, + "IoU": 0.0903116969732635, + "TN": 74468301, + "TP": 4604, + "n_pred": 12693, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3485038974101081, + "FN": 21530, + "FP": 17335, + "IoU": 0.2110231425091352, + "TN": 74470020, + "TP": 10395, + "n_pred": 27730, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6498193411264612, + "FN": 15072, + "FP": 1404, + "IoU": 0.4812832541006832, + "TN": 74487517, + "TP": 15287, + "n_pred": 16691, + "n_ref": 30359 + }, + "2": { + "Dice": 0.03235432265907772, + "FN": 138566, + "FP": 1522, + "IoU": 0.016443165063539985, + "TN": 74376850, + "TP": 2342, + "n_pred": 3864, + "n_ref": 140908 + }, + "3": { + "Dice": 0.44800423644668036, + "FN": 91345, + "FP": 67096, + "IoU": 0.28866331143905144, + "TN": 74296543, + "TP": 64296, + "n_pred": 131392, + "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": 0.07377276509198484, + "FN": 9755, + "FP": 264, + "IoU": 0.03829909771549242, + "TN": 74508862, + "TP": 399, + "n_pred": 663, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8647705118455906, + "FN": 326022, + "FP": 74275, + "IoU": 0.7617583236421075, + "TN": 72839066, + "TP": 1279917, + "n_pred": 1354192, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3706340983721706, + "FN": 124978, + "FP": 18384, + "IoU": 0.2274713727603395, + "TN": 74333705, + "TP": 42213, + "n_pred": 60597, + "n_ref": 167191 + }, + "8": { + "Dice": 0.953558674149261, + "FN": 1765, + "FP": 4334, + "IoU": 0.9112395034418523, + "TN": 74450567, + "TP": 62614, + "n_pred": 66948, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6923971412519435, + "FN": 39864, + "FP": 7222, + "IoU": 0.5295163868904876, + "TN": 74419200, + "TP": 52994, + "n_pred": 60216, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4010117641961133, + "FN": 208885, + "FP": 12295, + "IoU": 0.250790940931786, + "TN": 65755962, + "TP": 74038, + "n_pred": 86333, + "n_ref": 282923 + }, + "10": { + "Dice": 0.1481360960903479, + "FN": 75794, + "FP": 13213, + "IoU": 0.07999297128563455, + "TN": 65954434, + "TP": 7739, + "n_pred": 20952, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 108, + "IoU": 0.0, + "TN": 66047435, + "TP": 0, + "n_pred": 108, + "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": 0.503498727735369, + "FN": 28630, + "FP": 8834, + "IoU": 0.33645058448459086, + "TN": 65994720, + "TP": 18996, + "n_pred": 27830, + "n_ref": 47626 + }, + "14": { + "Dice": 0.3481950961346078, + "FN": 4720, + "FP": 197260, + "IoU": 0.21079674440958235, + "TN": 65795251, + "TP": 53949, + "n_pred": 251209, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7547996035861624, + "FN": 8221, + "FP": 2418, + "IoU": 0.6061671725771822, + "TN": 66024166, + "TP": 16375, + "n_pred": 18793, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5792897202192554, + "FN": 70922, + "FP": 35150, + "IoU": 0.40774655358209705, + "TN": 65872081, + "TP": 73027, + "n_pred": 108177, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5294787051160988, + "FN": 80289, + "FP": 55742, + "IoU": 0.36006190930944776, + "TN": 65838611, + "TP": 76538, + "n_pred": 132280, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6173348921440525, + "FN": 16063, + "FP": 630, + "IoU": 0.44648186219245306, + "TN": 66021022, + "TP": 13465, + "n_pred": 14095, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 227, + "IoU": 0.0, + "TN": 66040974, + "TP": 0, + "n_pred": 227, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7966471364817028, + "FN": 86040, + "FP": 392541, + "IoU": 0.6620228867470425, + "TN": 64635164, + "TP": 937435, + "n_pred": 1329976, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.2951342029641636, + "FN": 805734, + "FP": 10096, + "IoU": 0.17311286523390781, + "TN": 65064552, + "TP": 170798, + "n_pred": 180894, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8375816189929787, + "FN": 19982, + "FP": 3798, + "IoU": 0.7205509072106797, + "TN": 65966084, + "TP": 61316, + "n_pred": 65114, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7888560863601122, + "FN": 17178, + "FP": 11144, + "IoU": 0.6513314210442084, + "TN": 65969951, + "TP": 52907, + "n_pred": 64051, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9291668691131456, + "FN": 19780, + "FP": 630, + "IoU": 0.8677046332546864, + "TN": 113318264, + "TP": 133866, + "n_pred": 134496, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7246297868028021, + "FN": 23363, + "FP": 20113, + "IoU": 0.5681721113638395, + "TN": 113371861, + "TP": 57203, + "n_pred": 77316, + "n_ref": 80566 + }, + "11": { + "Dice": 0.06644717150553726, + "FN": 3119, + "FP": 0, + "IoU": 0.03436532507739938, + "TN": 113469310, + "TP": 111, + "n_pred": 111, + "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": 0.13835878829645995, + "FN": 70050, + "FP": 14969, + "IoU": 0.07432086667755458, + "TN": 113380695, + "TP": 6826, + "n_pred": 21795, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9301679619744521, + "FN": 28176, + "FP": 7172, + "IoU": 0.8694523335561571, + "TN": 113201773, + "TP": 235419, + "n_pred": 242591, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6197078023002798, + "FN": 6931, + "FP": 11420, + "IoU": 0.44896856139086566, + "TN": 113439237, + "TP": 14952, + "n_pred": 26372, + "n_ref": 21883 + }, + "2": { + "Dice": 0.11659398668808814, + "FN": 118960, + "FP": 4208, + "IoU": 0.06190592249573483, + "TN": 113341244, + "TP": 8128, + "n_pred": 12336, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6242619372442019, + "FN": 63102, + "FP": 5752, + "IoU": 0.4537651128105861, + "TN": 113346488, + "TP": 57198, + "n_pred": 62950, + "n_ref": 120300 + }, + "4": { + "Dice": 0.42949057603512225, + "FN": 22581, + "FP": 30, + "IoU": 0.2734721418931945, + "TN": 113441418, + "TP": 8511, + "n_pred": 8541, + "n_ref": 31092 + }, + "5": { + "Dice": 0.20510629743177364, + "FN": 28745, + "FP": 2887, + "IoU": 0.11427211379609666, + "TN": 113436827, + "TP": 4081, + "n_pred": 6968, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9267272111410949, + "FN": 113546, + "FP": 49343, + "IoU": 0.8634591510760129, + "TN": 112279571, + "TP": 1030080, + "n_pred": 1079423, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5273290556881443, + "FN": 118705, + "FP": 59344, + "IoU": 0.3580766346514378, + "TN": 113195172, + "TP": 99319, + "n_pred": 158663, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8026513879712767, + "FN": 66358, + "FP": 6526, + "IoU": 0.6703573043871551, + "TN": 113251440, + "TP": 148216, + "n_pred": 154742, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6009188025062687, + "FN": 56991, + "FP": 8422, + "IoU": 0.42950959785803366, + "TN": 113357879, + "TP": 49248, + "n_pred": 57670, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6509391617914445, + "FN": 41624, + "FP": 50142, + "IoU": 0.48251282918851857, + "TN": 75019398, + "TP": 85564, + "n_pred": 135706, + "n_ref": 127188 + }, + "10": { + "Dice": 0.43928534545079007, + "FN": 68153, + "FP": 13288, + "IoU": 0.2814642280511368, + "TN": 75083385, + "TP": 31902, + "n_pred": 45190, + "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": 0.0, + "FN": 3106, + "FP": 7, + "IoU": 0.0, + "TN": 75193615, + "TP": 0, + "n_pred": 7, + "n_ref": 3106 + }, + "13": { + "Dice": 0.23318782624622242, + "FN": 47621, + "FP": 2619, + "IoU": 0.13198223880854887, + "TN": 75138849, + "TP": 7639, + "n_pred": 10258, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9365185620098654, + "FN": 7843, + "FP": 9132, + "IoU": 0.8806158044279405, + "TN": 75054540, + "TP": 125213, + "n_pred": 134345, + "n_ref": 133056 + }, + "15": { + "Dice": 0.10022493295267756, + "FN": 69178, + "FP": 14026, + "IoU": 0.052756210296227145, + "TN": 75108890, + "TP": 4634, + "n_pred": 18660, + "n_ref": 73812 + }, + "2": { + "Dice": 0.15566111538774463, + "FN": 133876, + "FP": 1035, + "IoU": 0.0843994109143722, + "TN": 75049381, + "TP": 12436, + "n_pred": 13471, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6326374905233066, + "FN": 16504, + "FP": 135648, + "IoU": 0.46266991097000665, + "TN": 74913565, + "TP": 131011, + "n_pred": 266659, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6642271895632805, + "FN": 12438, + "FP": 225, + "IoU": 0.4972606002858504, + "TN": 75171540, + "TP": 12525, + "n_pred": 12750, + "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": 0.8915480979399498, + "FN": 37350, + "FP": 259264, + "IoU": 0.8043182534876019, + "TN": 73680930, + "TP": 1219184, + "n_pred": 1478448, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6014074086818878, + "FN": 64428, + "FP": 51405, + "IoU": 0.4300090050635029, + "TN": 74993509, + "TP": 87386, + "n_pred": 138791, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8375949647186094, + "FN": 16604, + "FP": 9818, + "IoU": 0.7205706610827332, + "TN": 75102171, + "TP": 68135, + "n_pred": 77953, + "n_ref": 84739 + }, + "9": { + "Dice": 0.679330080761313, + "FN": 32189, + "FP": 10336, + "IoU": 0.514382943735797, + "TN": 75109159, + "TP": 45044, + "n_pred": 55380, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6539390482957644, + "FN": 110932, + "FP": 111, + "IoU": 0.48581681792924614, + "TN": 86711912, + "TP": 104917, + "n_pred": 105028, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5687759397313087, + "FN": 39912, + "FP": 3934, + "IoU": 0.39740523899837826, + "TN": 86855110, + "TP": 28916, + "n_pred": 32850, + "n_ref": 68828 + }, + "11": { + "Dice": 0.02232435981615233, + "FN": 2556, + "FP": 422, + "IoU": 0.011288180610889775, + "TN": 86924860, + "TP": 34, + "n_pred": 456, + "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": 0.27403573539879594, + "FN": 44004, + "FP": 16169, + "IoU": 0.15877254298895568, + "TN": 86856342, + "TP": 11357, + "n_pred": 27526, + "n_ref": 55361 + }, + "14": { + "Dice": 0.48347161859607535, + "FN": 20871, + "FP": 112477, + "IoU": 0.31880156317846287, + "TN": 86732117, + "TP": 62407, + "n_pred": 174884, + "n_ref": 83278 + }, + "15": { + "Dice": 0.27257098257604523, + "FN": 136810, + "FP": 1128, + "IoU": 0.1577899756381998, + "TN": 86764091, + "TP": 25843, + "n_pred": 26971, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7425994902960203, + "FN": 14367, + "FP": 61787, + "IoU": 0.5905830994699096, + "TN": 86741866, + "TP": 109852, + "n_pred": 171639, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5942161603571907, + "FN": 95024, + "FP": 7856, + "IoU": 0.422693833575561, + "TN": 86749665, + "TP": 75327, + "n_pred": 83183, + "n_ref": 170351 + }, + "4": { + "Dice": 0.29488103821196826, + "FN": 13659, + "FP": 33, + "IoU": 0.17293868921775898, + "TN": 86911317, + "TP": 2863, + "n_pred": 2896, + "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": 0.8349564692695642, + "FN": 71468, + "FP": 364527, + "IoU": 0.7166740531541168, + "TN": 85389026, + "TP": 1102851, + "n_pred": 1467378, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2016426465126707, + "FN": 905387, + "FP": 27575, + "IoU": 0.1121260166238097, + "TN": 85877090, + "TP": 117820, + "n_pred": 145395, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7830587723590496, + "FN": 18381, + "FP": 1570, + "IoU": 0.6434647414132028, + "TN": 86871914, + "TP": 36007, + "n_pred": 37577, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6907758862475458, + "FN": 10122, + "FP": 26261, + "IoU": 0.5276223367652978, + "TN": 86850851, + "TP": 40638, + "n_pred": 66899, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.618777072877425, + "FN": 12824, + "FP": 80377, + "IoU": 0.4479921819474058, + "TN": 37580760, + "TP": 75639, + "n_pred": 156016, + "n_ref": 88463 + }, + "10": { + "Dice": 0.2795594428247489, + "FN": 48025, + "FP": 9799, + "IoU": 0.1624929391828281, + "TN": 37680557, + "TP": 11219, + "n_pred": 21018, + "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": 0.31937788226783614, + "FN": 36055, + "FP": 1580, + "IoU": 0.19003551059937587, + "TN": 37703135, + "TP": 8830, + "n_pred": 10410, + "n_ref": 44885 + }, + "14": { + "Dice": 0.27499941455320376, + "FN": 18072, + "FP": 415358, + "IoU": 0.15941989636019488, + "TN": 37233968, + "TP": 82202, + "n_pred": 497560, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18899, + "IoU": 0.0, + "TN": 37730701, + "TP": 0, + "n_pred": 18899, + "n_ref": 0 + }, + "2": { + "Dice": 0.01491148164283734, + "FN": 99479, + "FP": 11, + "IoU": 0.007511746456111649, + "TN": 37649357, + "TP": 753, + "n_pred": 764, + "n_ref": 100232 + }, + "3": { + "Dice": 0.31307650150903493, + "FN": 68419, + "FP": 20574, + "IoU": 0.18559021899279785, + "TN": 37640327, + "TP": 20280, + "n_pred": 40854, + "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": 0.23821209465381243, + "FN": 8690, + "FP": 2, + "IoU": 0.13521042682320167, + "TN": 37739549, + "TP": 1359, + "n_pred": 1361, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8284086805848191, + "FN": 206821, + "FP": 15102, + "IoU": 0.7070799064970309, + "TN": 36991977, + "TP": 535700, + "n_pred": 550802, + "n_ref": 742521 + }, + "7": { + "Dice": 0.560395115972434, + "FN": 206522, + "FP": 11191, + "IoU": 0.3892700852782765, + "TN": 37393120, + "TP": 138767, + "n_pred": 149958, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9025320932425809, + "FN": 5355, + "FP": 10354, + "IoU": 0.8223767526006331, + "TN": 37661160, + "TP": 72731, + "n_pred": 83085, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7302986122360818, + "FN": 20960, + "FP": 4013, + "IoU": 0.5751735166031573, + "TN": 37690816, + "TP": 33811, + "n_pred": 37824, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7122364541783316, + "FN": 83033, + "FP": 9887, + "IoU": 0.553080149293932, + "TN": 75698776, + "TP": 114992, + "n_pred": 124879, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5663059633958394, + "FN": 62484, + "FP": 16591, + "IoU": 0.39499778121222323, + "TN": 75775986, + "TP": 51627, + "n_pred": 68218, + "n_ref": 114111 + }, + "11": { + "Dice": 0.28798758005045605, + "FN": 3600, + "FP": 69, + "IoU": 0.1682158240761732, + "TN": 75902277, + "TP": 742, + "n_pred": 811, + "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": 0.5245887139571909, + "FN": 23708, + "FP": 8542, + "IoU": 0.3555542233679036, + "TN": 75856645, + "TP": 17793, + "n_pred": 26335, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8602799688597071, + "FN": 6546, + "FP": 31502, + "IoU": 0.7548169246433221, + "TN": 75751506, + "TP": 117134, + "n_pred": 148636, + "n_ref": 123680 + }, + "15": { + "Dice": 0.41777455647082296, + "FN": 135969, + "FP": 7018, + "IoU": 0.26404237030784355, + "TN": 75712401, + "TP": 51300, + "n_pred": 58318, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5819041152233329, + "FN": 73164, + "FP": 98627, + "IoU": 0.4103418686071257, + "TN": 75615348, + "TP": 119549, + "n_pred": 218176, + "n_ref": 192713 + }, + "3": { + "Dice": 0.4402415450209568, + "FN": 153763, + "FP": 94107, + "IoU": 0.28224982119226394, + "TN": 75561345, + "TP": 97473, + "n_pred": 191580, + "n_ref": 251236 + }, + "4": { + "Dice": 0.759438744474634, + "FN": 11450, + "FP": 414, + "IoU": 0.6121735150861365, + "TN": 75876097, + "TP": 18727, + "n_pred": 19141, + "n_ref": 30177 + }, + "5": { + "Dice": 0.21641101459988912, + "FN": 8458, + "FP": 22, + "IoU": 0.12133457672780022, + "TN": 75897037, + "TP": 1171, + "n_pred": 1193, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9154971306936673, + "FN": 115608, + "FP": 178162, + "IoU": 0.8441629400936815, + "TN": 74021578, + "TP": 1591340, + "n_pred": 1769502, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7083182286002392, + "FN": 103744, + "FP": 36258, + "IoU": 0.5483689901674882, + "TN": 75596696, + "TP": 169990, + "n_pred": 206248, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8828563818082852, + "FN": 15515, + "FP": 4715, + "IoU": 0.7902801103025026, + "TN": 75810226, + "TP": 76232, + "n_pred": 80947, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7607825607141111, + "FN": 23285, + "FP": 10964, + "IoU": 0.6139217675572088, + "TN": 75817978, + "TP": 54461, + "n_pred": 65425, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7423476069356088, + "FN": 31277, + "FP": 12990, + "IoU": 0.590264536551954, + "TN": 61279712, + "TP": 63771, + "n_pred": 76761, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6727751689382659, + "FN": 31061, + "FP": 14651, + "IoU": 0.5069036934760097, + "TN": 61295046, + "TP": 46992, + "n_pred": 61643, + "n_ref": 78053 + }, + "11": { + "Dice": 0.3169743358847366, + "FN": 2638, + "FP": 396, + "IoU": 0.18833600856072766, + "TN": 61384012, + "TP": 704, + "n_pred": 1100, + "n_ref": 3342 + }, + "12": { + "Dice": 0.040709508578075024, + "FN": 3299, + "FP": 0, + "IoU": 0.020777678836449986, + "TN": 61384381, + "TP": 70, + "n_pred": 70, + "n_ref": 3369 + }, + "13": { + "Dice": 0.08867662128531693, + "FN": 37032, + "FP": 12770, + "IoU": 0.04639540449976065, + "TN": 61335525, + "TP": 2423, + "n_pred": 15193, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7687826146878074, + "FN": 5100, + "FP": 31809, + "IoU": 0.6244085113311421, + "TN": 61289481, + "TP": 61360, + "n_pred": 93169, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7643732979444007, + "FN": 15084, + "FP": 1961, + "IoU": 0.6186118320952295, + "TN": 61343058, + "TP": 27647, + "n_pred": 29608, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0630272737778805, + "FN": 128801, + "FP": 921, + "IoU": 0.03253906104336801, + "TN": 61253665, + "TP": 4363, + "n_pred": 5284, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6882539574090127, + "FN": 53032, + "FP": 19973, + "IoU": 0.5246853697759664, + "TN": 61234157, + "TP": 80588, + "n_pred": 100561, + "n_ref": 133620 + }, + "4": { + "Dice": 0.3907189431789313, + "FN": 14362, + "FP": 28, + "IoU": 0.24279099137023785, + "TN": 61368746, + "TP": 4614, + "n_pred": 4642, + "n_ref": 18976 + }, + "5": { + "Dice": 0.04922990365004571, + "FN": 26995, + "FP": 43, + "IoU": 0.025236138149830556, + "TN": 61360012, + "TP": 700, + "n_pred": 743, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9045537004450167, + "FN": 146777, + "FP": 32162, + "IoU": 0.8257398841116035, + "TN": 60360900, + "TP": 847911, + "n_pred": 880073, + "n_ref": 994688 + }, + "7": { + "Dice": 0.2758268943853645, + "FN": 151202, + "FP": 723, + "IoU": 0.15997633502526845, + "TN": 61206892, + "TP": 28933, + "n_pred": 29656, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7724944541419023, + "FN": 84560, + "FP": 10715, + "IoU": 0.6293205409527367, + "TN": 61130722, + "TP": 161753, + "n_pred": 172468, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7710321334654114, + "FN": 25621, + "FP": 6508, + "IoU": 0.6273818498115395, + "TN": 61301525, + "TP": 54096, + "n_pred": 60604, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9313077220464211, + "FN": 22910, + "FP": 1077, + "IoU": 0.8714461040457471, + "TN": 39562209, + "TP": 162604, + "n_pred": 163681, + "n_ref": 185514 + }, + "10": { + "Dice": 0.38753679634074545, + "FN": 30439, + "FP": 37180, + "IoU": 0.24033838134184154, + "TN": 39659788, + "TP": 21393, + "n_pred": 58573, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0013188262446422684, + "FN": 3029, + "FP": 0, + "IoU": 0.0006598482349059716, + "TN": 39745769, + "TP": 2, + "n_pred": 2, + "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": 0.3443952541172304, + "FN": 34087, + "FP": 2935, + "IoU": 0.20801779831429426, + "TN": 39702054, + "TP": 9724, + "n_pred": 12659, + "n_ref": 43811 + }, + "14": { + "Dice": 0.07704166068419342, + "FN": 23138, + "FP": 221134, + "IoU": 0.040064134052745545, + "TN": 39494333, + "TP": 10195, + "n_pred": 231329, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5472444966545789, + "FN": 30287, + "FP": 5171, + "IoU": 0.3766941480478844, + "TN": 39691913, + "TP": 21429, + "n_pred": 26600, + "n_ref": 51716 + }, + "2": { + "Dice": 0.2911352987609261, + "FN": 97746, + "FP": 139, + "IoU": 0.17036767074059633, + "TN": 39630814, + "TP": 20101, + "n_pred": 20240, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7489483636630243, + "FN": 11692, + "FP": 70489, + "IoU": 0.5986550370182259, + "TN": 39544036, + "TP": 122583, + "n_pred": 193072, + "n_ref": 134275 + }, + "4": { + "Dice": 0.487608544083159, + "FN": 16080, + "FP": 88, + "IoU": 0.32240895184610874, + "TN": 39724939, + "TP": 7693, + "n_pred": 7781, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7249544626593807, + "FN": 2743, + "FP": 126, + "IoU": 0.5685714285714286, + "TN": 39742150, + "TP": 3781, + "n_pred": 3907, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9412305652619425, + "FN": 59008, + "FP": 49506, + "IoU": 0.8889853960459346, + "TN": 38771325, + "TP": 868961, + "n_pred": 918467, + "n_ref": 927969 + }, + "7": { + "Dice": 0.1264220665454462, + "FN": 682507, + "FP": 2593, + "IoU": 0.06747627856202691, + "TN": 39014127, + "TP": 49573, + "n_pred": 52166, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9061491708561566, + "FN": 1229, + "FP": 8777, + "IoU": 0.8284028742432817, + "TN": 39690489, + "TP": 48305, + "n_pred": 57082, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8417768125709864, + "FN": 7907, + "FP": 4770, + "IoU": 0.7267829048039829, + "TN": 39702401, + "TP": 33722, + "n_pred": 38492, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7522892095817156, + "FN": 35339, + "FP": 5239, + "IoU": 0.6029355643622486, + "TN": 101294413, + "TP": 61617, + "n_pred": 66856, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3969424009671094, + "FN": 55466, + "FP": 26346, + "IoU": 0.24761580694703736, + "TN": 101287871, + "TP": 26925, + "n_pred": 53271, + "n_ref": 82391 + }, + "11": { + "Dice": 0.18542829012143092, + "FN": 4964, + "FP": 0, + "IoU": 0.10218846084282872, + "TN": 101391079, + "TP": 565, + "n_pred": 565, + "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": 0.5582293888398789, + "FN": 24950, + "FP": 14611, + "IoU": 0.3871832207695644, + "TN": 101332052, + "TP": 24995, + "n_pred": 39606, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9392217451288302, + "FN": 17961, + "FP": 2436, + "IoU": 0.885408181036759, + "TN": 101218611, + "TP": 157600, + "n_pred": 160036, + "n_ref": 175561 + }, + "15": { + "Dice": 0.4978647884199434, + "FN": 17897, + "FP": 211, + "IoU": 0.3314380653498246, + "TN": 101369523, + "TP": 8977, + "n_pred": 9188, + "n_ref": 26874 + }, + "2": { + "Dice": 0.13634639242907384, + "FN": 168441, + "FP": 25, + "IoU": 0.07316080191897185, + "TN": 101214844, + "TP": 13298, + "n_pred": 13323, + "n_ref": 181739 + }, + "3": { + "Dice": 0.36082697240334993, + "FN": 120472, + "FP": 44992, + "IoU": 0.22012744617472946, + "TN": 101184440, + "TP": 46704, + "n_pred": 91696, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5362588322796579, + "FN": 3657, + "FP": 7566, + "IoU": 0.36636178861788615, + "TN": 101378896, + "TP": 6489, + "n_pred": 14055, + "n_ref": 10146 + }, + "5": { + "Dice": 0.31115612669072185, + "FN": 31143, + "FP": 1502, + "IoU": 0.18424209105902345, + "TN": 101356590, + "TP": 7373, + "n_pred": 8875, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9150836678887048, + "FN": 97764, + "FP": 223824, + "IoU": 0.8434601275730741, + "TN": 99342256, + "TP": 1732764, + "n_pred": 1956588, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6180180346187815, + "FN": 226246, + "FP": 63969, + "IoU": 0.447196888309828, + "TN": 100871620, + "TP": 234773, + "n_pred": 298742, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7446219313508748, + "FN": 94384, + "FP": 16280, + "IoU": 0.5931455630351582, + "TN": 101124609, + "TP": 161335, + "n_pred": 177615, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8381314054557677, + "FN": 15553, + "FP": 11897, + "IoU": 0.7213650574525965, + "TN": 101298092, + "TP": 71066, + "n_pred": 82963, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007867654484195838, + "FN": 216138, + "FP": 2, + "IoU": 0.00394936335525376, + "TN": 73666507, + "TP": 857, + "n_pred": 859, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03541063173455698, + "FN": 73769, + "FP": 39114, + "IoU": 0.018024444347788264, + "TN": 73768549, + "TP": 2072, + "n_pred": 41186, + "n_ref": 75841 + }, + "11": { + "Dice": 0.07188160676532769, + "FN": 6004, + "FP": 581, + "IoU": 0.03728070175438596, + "TN": 73876664, + "TP": 255, + "n_pred": 836, + "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": 0.014776455277499118, + "FN": 60694, + "FP": 11982, + "IoU": 0.0074432198413023586, + "TN": 73810283, + "TP": 545, + "n_pred": 12527, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6701595676814738, + "FN": 19728, + "FP": 60413, + "IoU": 0.5039398347312061, + "TN": 73721949, + "TP": 81414, + "n_pred": 141827, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6535228673635364, + "FN": 114297, + "FP": 90, + "IoU": 0.4853575686680314, + "TN": 73661239, + "TP": 107878, + "n_pred": 107968, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1753162535763864, + "FN": 164150, + "FP": 88924, + "IoU": 0.09608035031824384, + "TN": 73603530, + "TP": 26900, + "n_pred": 115824, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4462317899229841, + "FN": 127418, + "FP": 21781, + "IoU": 0.28719328084390766, + "TN": 73674192, + "TP": 60113, + "n_pred": 81894, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1179, + "IoU": 0.0, + "TN": 73834437, + "TP": 0, + "n_pred": 1179, + "n_ref": 47888 + }, + "5": { + "Dice": 0.09667309546769527, + "FN": 14326, + "FP": 662, + "IoU": 0.05079164027865738, + "TN": 73867714, + "TP": 802, + "n_pred": 1464, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6001347799716962, + "FN": 677208, + "FP": 687520, + "IoU": 0.42870897239632977, + "TN": 71494655, + "TP": 1024121, + "n_pred": 1711641, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.20795268260937616, + "FN": 147355, + "FP": 44943, + "IoU": 0.11604195971352659, + "TN": 73665962, + "TP": 25244, + "n_pred": 70187, + "n_ref": 172599 + }, + "8": { + "Dice": 0.3751068245635454, + "FN": 61012, + "FP": 410, + "IoU": 0.23085014463353243, + "TN": 73803647, + "TP": 18435, + "n_pred": 18845, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6090954405512389, + "FN": 38248, + "FP": 28411, + "IoU": 0.4379131813275769, + "TN": 73764912, + "TP": 51933, + "n_pred": 80344, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7562882736980616, + "FN": 67794, + "FP": 9254, + "IoU": 0.6080896864636106, + "TN": 69299180, + "TP": 119548, + "n_pred": 128802, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3012751671795612, + "FN": 50781, + "FP": 26644, + "IoU": 0.17735371930682023, + "TN": 69401659, + "TP": 16692, + "n_pred": 43336, + "n_ref": 67473 + }, + "11": { + "Dice": 0.18748363445928254, + "FN": 3103, + "FP": 0, + "IoU": 0.10343831262640855, + "TN": 69492315, + "TP": 358, + "n_pred": 358, + "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": 0.5362736605938401, + "FN": 40052, + "FP": 25262, + "IoU": 0.36637563057819167, + "TN": 69392696, + "TP": 37766, + "n_pred": 63028, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8984072244378387, + "FN": 23644, + "FP": 5167, + "IoU": 0.8155529378625114, + "TN": 69339574, + "TP": 127391, + "n_pred": 132558, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4670656979967869, + "FN": 61144, + "FP": 13826, + "IoU": 0.3046873550852331, + "TN": 69387954, + "TP": 32852, + "n_pred": 46678, + "n_ref": 93996 + }, + "2": { + "Dice": 0.3804842963318149, + "FN": 113649, + "FP": 5215, + "IoU": 0.23493708364174684, + "TN": 69340411, + "TP": 36501, + "n_pred": 41716, + "n_ref": 150150 + }, + "3": { + "Dice": 0.717041299110934, + "FN": 27760, + "FP": 86529, + "IoU": 0.5588966337061653, + "TN": 69236678, + "TP": 144809, + "n_pred": 231338, + "n_ref": 172569 + }, + "4": { + "Dice": 0.23806251332969974, + "FN": 32096, + "FP": 57, + "IoU": 0.13511405207660857, + "TN": 69458600, + "TP": 5023, + "n_pred": 5080, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5905206438548924, + "FN": 10490, + "FP": 1441, + "IoU": 0.41896367001071394, + "TN": 69475242, + "TP": 8603, + "n_pred": 10044, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9134392306730597, + "FN": 98026, + "FP": 158148, + "IoU": 0.8406701736883809, + "TN": 67887954, + "TP": 1351648, + "n_pred": 1509796, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8173833798870853, + "FN": 71717, + "FP": 36092, + "IoU": 0.691165138376833, + "TN": 69146693, + "TP": 241274, + "n_pred": 277366, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7800803996167127, + "FN": 19894, + "FP": 18893, + "IoU": 0.6394523043745004, + "TN": 69388198, + "TP": 68791, + "n_pred": 87684, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7718218666809359, + "FN": 22673, + "FP": 11441, + "IoU": 0.6284282757869513, + "TN": 69403966, + "TP": 57696, + "n_pred": 69137, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7855437897767791, + "FN": 56455, + "FP": 23238, + "IoU": 0.6468275950702197, + "TN": 50607903, + "TP": 145956, + "n_pred": 169194, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6759424649807276, + "FN": 32700, + "FP": 8664, + "IoU": 0.5105083783016189, + "TN": 50749048, + "TP": 43140, + "n_pred": 51804, + "n_ref": 75840 + }, + "11": { + "Dice": 0.2435847336199036, + "FN": 5794, + "FP": 13, + "IoU": 0.13868288341738358, + "TN": 50826810, + "TP": 935, + "n_pred": 948, + "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": 0.550183262735114, + "FN": 23195, + "FP": 17795, + "IoU": 0.379484695267795, + "TN": 50767494, + "TP": 25068, + "n_pred": 42863, + "n_ref": 48263 + }, + "14": { + "Dice": 0.32333659436179424, + "FN": 36360, + "FP": 23815, + "IoU": 0.19284526236720678, + "TN": 50759000, + "TP": 14377, + "n_pred": 38192, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0816381800674049, + "FN": 32043, + "FP": 28995, + "IoU": 0.04255619519693809, + "TN": 50769801, + "TP": 2713, + "n_pred": 31708, + "n_ref": 34756 + }, + "2": { + "Dice": 0.2686500218152756, + "FN": 179128, + "FP": 229, + "IoU": 0.15516794709348608, + "TN": 50621253, + "TP": 32942, + "n_pred": 33171, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6923620989099939, + "FN": 26933, + "FP": 129651, + "IoU": 0.5294753986045087, + "TN": 50500766, + "TP": 176202, + "n_pred": 305853, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5839505377729117, + "FN": 8898, + "FP": 4022, + "IoU": 0.4123800427525356, + "TN": 50811565, + "TP": 9067, + "n_pred": 13089, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6351644858822906, + "FN": 6849, + "FP": 38, + "IoU": 0.4653780468871293, + "TN": 50820670, + "TP": 5995, + "n_pred": 6033, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8932818387978766, + "FN": 62789, + "FP": 446998, + "IoU": 0.8071448270330983, + "TN": 48190185, + "TP": 2133580, + "n_pred": 2580578, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6509051497397015, + "FN": 84828, + "FP": 69134, + "IoU": 0.48247545353398524, + "TN": 50536055, + "TP": 143535, + "n_pred": 212669, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9552835670202078, + "FN": 6416, + "FP": 2619, + "IoU": 0.9143950806780174, + "TN": 50728009, + "TP": 96508, + "n_pred": 99127, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7305148000622843, + "FN": 42400, + "FP": 11251, + "IoU": 0.5754417618244981, + "TN": 50707183, + "TP": 72718, + "n_pred": 83969, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4667821483203929, + "FN": 147415, + "FP": 32, + "IoU": 0.30444606929735596, + "TN": 76672875, + "TP": 64538, + "n_pred": 64570, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5892512650620663, + "FN": 35789, + "FP": 4878, + "IoU": 0.4176868994945373, + "TN": 76815023, + "TP": 29170, + "n_pred": 34048, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.4020710942945335, + "FN": 28650, + "FP": 13385, + "IoU": 0.25162013958125623, + "TN": 76828692, + "TP": 14133, + "n_pred": 27518, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8968504745736088, + "FN": 7287, + "FP": 9786, + "IoU": 0.8129908538255107, + "TN": 76793565, + "TP": 74222, + "n_pred": 84008, + "n_ref": 81509 + }, + "15": { + "Dice": 0.20352999731995866, + "FN": 34699, + "FP": 6907, + "IoU": 0.1132944034781126, + "TN": 76837938, + "TP": 5316, + "n_pred": 12223, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8045032105441028, + "FN": 8676, + "FP": 37602, + "IoU": 0.6729446851214497, + "TN": 76743361, + "TP": 95221, + "n_pred": 132823, + "n_ref": 103897 + }, + "3": { + "Dice": 0.6773147899069242, + "FN": 47053, + "FP": 929, + "IoU": 0.5120755753058298, + "TN": 76786521, + "TP": 50357, + "n_pred": 51286, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6432834201388888, + "FN": 13025, + "FP": 125, + "IoU": 0.4741472387731435, + "TN": 76859853, + "TP": 11857, + "n_pred": 11982, + "n_ref": 24882 + }, + "5": { + "Dice": 0.2515763945028294, + "FN": 13421, + "FP": 466, + "IoU": 0.14388755317181431, + "TN": 76868639, + "TP": 2334, + "n_pred": 2800, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8612775260661343, + "FN": 37436, + "FP": 314850, + "IoU": 0.756354200238745, + "TN": 75438966, + "TP": 1093608, + "n_pred": 1408458, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6542797439207805, + "FN": 62840, + "FP": 41060, + "IoU": 0.4861929817620762, + "TN": 76682644, + "TP": 98316, + "n_pred": 139376, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8643166586969089, + "FN": 16755, + "FP": 2256, + "IoU": 0.7610542721399663, + "TN": 76805298, + "TP": 60551, + "n_pred": 62807, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8335141907841009, + "FN": 17260, + "FP": 12504, + "IoU": 0.7145515052123793, + "TN": 76780589, + "TP": 74507, + "n_pred": 87011, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04575331571191317, + "FN": 121639, + "FP": 746, + "IoU": 0.023412251933066813, + "TN": 130874613, + "TP": 2934, + "n_pred": 3680, + "n_ref": 124573 + }, + "10": { + "Dice": 0.33880829636734205, + "FN": 44846, + "FP": 4789, + "IoU": 0.20395496535796767, + "TN": 130937580, + "TP": 12717, + "n_pred": 17506, + "n_ref": 57563 + }, + "11": { + "Dice": 0.3612704631313838, + "FN": 4277, + "FP": 288, + "IoU": 0.22045765027322403, + "TN": 130994076, + "TP": 1291, + "n_pred": 1579, + "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": 0.21779671483265406, + "FN": 67836, + "FP": 8166, + "IoU": 0.1222064377533696, + "TN": 130913349, + "TP": 10581, + "n_pred": 18747, + "n_ref": 78417 + }, + "14": { + "Dice": 0.04479469955516776, + "FN": 924409, + "FP": 1738, + "IoU": 0.022910483899044484, + "TN": 130052069, + "TP": 21716, + "n_pred": 23454, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 10804, + "IoU": 0.0, + "TN": 130963818, + "TP": 0, + "n_pred": 10804, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6683671006259957, + "FN": 94256, + "FP": 29392, + "IoU": 0.5019154310021874, + "TN": 130751685, + "TP": 124599, + "n_pred": 153991, + "n_ref": 218855 + }, + "3": { + "Dice": 0.42236085715243626, + "FN": 201156, + "FP": 22823, + "IoU": 0.2677170245599351, + "TN": 130694068, + "TP": 81885, + "n_pred": 104708, + "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": 0.17961964660077867, + "FN": 21320, + "FP": 594, + "IoU": 0.09867149261711841, + "TN": 130975619, + "TP": 2399, + "n_pred": 2993, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8288316340423342, + "FN": 168720, + "FP": 369997, + "IoU": 0.7076963980021758, + "TN": 129156927, + "TP": 1304288, + "n_pred": 1674285, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.22307775813405292, + "FN": 175298, + "FP": 25092, + "IoU": 0.12554165448444093, + "TN": 130770773, + "TP": 28769, + "n_pred": 53861, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7035897435897436, + "FN": 55708, + "FP": 3537, + "IoU": 0.5427215189873418, + "TN": 130870372, + "TP": 70315, + "n_pred": 73852, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5438212206700815, + "FN": 25316, + "FP": 28207, + "IoU": 0.3734577294968745, + "TN": 130914506, + "TP": 31903, + "n_pred": 60110, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6706226648621763, + "FN": 28429, + "FP": 46, + "IoU": 0.5044637418860832, + "TN": 74369235, + "TP": 28988, + "n_pred": 29034, + "n_ref": 57417 + }, + "10": { + "Dice": 0.2551262303499055, + "FN": 67098, + "FP": 1087, + "IoU": 0.14621472039267736, + "TN": 74346836, + "TP": 11677, + "n_pred": 12764, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.253710467013754, + "FN": 87002, + "FP": 9038, + "IoU": 0.14528545365549772, + "TN": 74314333, + "TP": 16325, + "n_pred": 25363, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8358282963325613, + "FN": 37730, + "FP": 14582, + "IoU": 0.7179596392005477, + "TN": 74241221, + "TP": 133165, + "n_pred": 147747, + "n_ref": 170895 + }, + "15": { + "Dice": 0.23616007622677465, + "FN": 17261, + "FP": 14805, + "IoU": 0.13388974421305674, + "TN": 74389675, + "TP": 4957, + "n_pred": 19762, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7580354909255239, + "FN": 24818, + "FP": 35150, + "IoU": 0.6103519749452577, + "TN": 74272795, + "TP": 93935, + "n_pred": 129085, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6342405156295129, + "FN": 68609, + "FP": 3574, + "IoU": 0.4643866821996483, + "TN": 74291931, + "TP": 62584, + "n_pred": 66158, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9391986953001521, + "FN": 76151, + "FP": 28908, + "IoU": 0.8853672135762475, + "TN": 73510215, + "TP": 811424, + "n_pred": 840332, + "n_ref": 887575 + }, + "7": { + "Dice": 0.299338845575089, + "FN": 121967, + "FP": 11668, + "IoU": 0.1760132197976335, + "TN": 74264517, + "TP": 28546, + "n_pred": 40214, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7458447773027154, + "FN": 16891, + "FP": 1061, + "IoU": 0.594698936626555, + "TN": 74382405, + "TP": 26341, + "n_pred": 27402, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6799967553536664, + "FN": 8623, + "FP": 15047, + "IoU": 0.5151477908191483, + "TN": 74377879, + "TP": 25149, + "n_pred": 40196, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196156516020606, + "FN": 14547, + "FP": 7455, + "IoU": 0.8511930526999243, + "TN": 106498832, + "TP": 125854, + "n_pred": 133309, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6820101257986779, + "FN": 37647, + "FP": 19885, + "IoU": 0.5174623410608247, + "TN": 106527460, + "TP": 61696, + "n_pred": 81581, + "n_ref": 99343 + }, + "11": { + "Dice": 0.2689106044154904, + "FN": 3908, + "FP": 132, + "IoU": 0.1553418356679908, + "TN": 106641905, + "TP": 743, + "n_pred": 875, + "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": 0.4588624987002956, + "FN": 25497, + "FP": 10934, + "IoU": 0.29774273762939263, + "TN": 106594811, + "TP": 15446, + "n_pred": 26380, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8986420915147137, + "FN": 8676, + "FP": 5215, + "IoU": 0.8159401086524447, + "TN": 106571218, + "TP": 61579, + "n_pred": 66794, + "n_ref": 70255 + }, + "15": { + "Dice": 0.14236299229006044, + "FN": 23145, + "FP": 18013, + "IoU": 0.07663660429846995, + "TN": 106602114, + "TP": 3416, + "n_pred": 21429, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6816579626769779, + "FN": 71027, + "FP": 36989, + "IoU": 0.517056987776198, + "TN": 106423026, + "TP": 115646, + "n_pred": 152635, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6296843414709998, + "FN": 45205, + "FP": 78633, + "IoU": 0.4595177304964539, + "TN": 106417563, + "TP": 105287, + "n_pred": 183920, + "n_ref": 150492 + }, + "4": { + "Dice": 0.845619939005153, + "FN": 2042, + "FP": 894, + "IoU": 0.7325316571012116, + "TN": 106635711, + "TP": 8041, + "n_pred": 8935, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0013428827215756492, + "FN": 4439, + "FP": 23, + "IoU": 0.0006718924972004479, + "TN": 106642223, + "TP": 3, + "n_pred": 26, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9634225422863939, + "FN": 59532, + "FP": 32579, + "IoU": 0.929426484356923, + "TN": 105341510, + "TP": 1213067, + "n_pred": 1245646, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8183147678603648, + "FN": 78328, + "FP": 36464, + "IoU": 0.692498091373006, + "TN": 106273383, + "TP": 258513, + "n_pred": 294977, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8119304830666864, + "FN": 18683, + "FP": 5568, + "IoU": 0.6834031775871747, + "TN": 106570089, + "TP": 52348, + "n_pred": 57916, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8085588627328937, + "FN": 16234, + "FP": 16369, + "IoU": 0.6786393699545602, + "TN": 106545235, + "TP": 68850, + "n_pred": 85219, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.685668249660787, + "FN": 73890, + "FP": 242, + "IoU": 0.5216858296878428, + "TN": 107971942, + "TP": 80854, + "n_pred": 81096, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7002523502569266, + "FN": 27585, + "FP": 18265, + "IoU": 0.5387602358006559, + "TN": 108027522, + "TP": 53556, + "n_pred": 71821, + "n_ref": 81141 + }, + "11": { + "Dice": 0.2877891339429801, + "FN": 2502, + "FP": 146, + "IoU": 0.16808042726987119, + "TN": 108123745, + "TP": 535, + "n_pred": 681, + "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": 0.571237822500593, + "FN": 44908, + "FP": 3901, + "IoU": 0.39981309100746404, + "TN": 108045605, + "TP": 32514, + "n_pred": 36415, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7521886725031267, + "FN": 10423, + "FP": 8995, + "IoU": 0.6028064146620847, + "TN": 108078040, + "TP": 29470, + "n_pred": 38465, + "n_ref": 39893 + }, + "15": { + "Dice": 0.0005820947650277466, + "FN": 27216, + "FP": 24292, + "IoU": 0.0002911321157541292, + "TN": 108075405, + "TP": 15, + "n_pred": 24307, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8093446330491836, + "FN": 27570, + "FP": 49144, + "IoU": 0.6797471842098671, + "TN": 107887386, + "TP": 162828, + "n_pred": 211972, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7510742698703973, + "FN": 69670, + "FP": 16876, + "IoU": 0.6013762482036921, + "TN": 107909816, + "TP": 130566, + "n_pred": 147442, + "n_ref": 200236 + }, + "4": { + "Dice": 0.09983171225648194, + "FN": 31559, + "FP": 0, + "IoU": 0.05253835299768831, + "TN": 108093619, + "TP": 1750, + "n_pred": 1750, + "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": 0.9575862094578033, + "FN": 61243, + "FP": 64383, + "IoU": 0.9186238882735123, + "TN": 106583158, + "TP": 1418144, + "n_pred": 1482527, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6764225875326254, + "FN": 88317, + "FP": 72478, + "IoU": 0.5110563093333982, + "TN": 107798066, + "TP": 168067, + "n_pred": 240545, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7731224169873165, + "FN": 10621, + "FP": 8483, + "IoU": 0.6301544894877453, + "TN": 108075274, + "TP": 32550, + "n_pred": 41033, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7706605169861976, + "FN": 16958, + "FP": 9694, + "IoU": 0.6268899092843544, + "TN": 108055496, + "TP": 44780, + "n_pred": 54474, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34549291177019215, + "FN": 94858, + "FP": 17424, + "IoU": 0.2088192394145874, + "TN": 62428243, + "TP": 29635, + "n_pred": 47059, + "n_ref": 124493 + }, + "10": { + "Dice": 0.42571269993440636, + "FN": 38053, + "FP": 18856, + "IoU": 0.270416143175816, + "TN": 62492158, + "TP": 21093, + "n_pred": 39949, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 31, + "IoU": 0.0, + "TN": 62568077, + "TP": 0, + "n_pred": 31, + "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": 0.6391078107962623, + "FN": 18557, + "FP": 7590, + "IoU": 0.46962413030690275, + "TN": 62520861, + "TP": 23152, + "n_pred": 30742, + "n_ref": 41709 + }, + "14": { + "Dice": 0.911760492982062, + "FN": 52083, + "FP": 6440, + "IoU": 0.837830723018433, + "TN": 62209284, + "TP": 302353, + "n_pred": 308793, + "n_ref": 354436 + }, + "15": { + "Dice": 0.14934357769450424, + "FN": 82631, + "FP": 16570, + "IoU": 0.08069762485056853, + "TN": 62462251, + "TP": 8708, + "n_pred": 25278, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7349292054172056, + "FN": 59619, + "FP": 17849, + "IoU": 0.5809391921497774, + "TN": 62385299, + "TP": 107393, + "n_pred": 125242, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6549380554217923, + "FN": 80482, + "FP": 45634, + "IoU": 0.48692036679929374, + "TN": 62324358, + "TP": 119686, + "n_pred": 165320, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7342977084948795, + "FN": 9749, + "FP": 188, + "IoU": 0.5801504140611796, + "TN": 62546492, + "TP": 13731, + "n_pred": 13919, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5719489981785064, + "FN": 4721, + "FP": 449, + "IoU": 0.4005102040816326, + "TN": 62561536, + "TP": 3454, + "n_pred": 3903, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8910711651528881, + "FN": 62175, + "FP": 278979, + "IoU": 0.8035422446885333, + "TN": 60833634, + "TP": 1395372, + "n_pred": 1674351, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6476303986450459, + "FN": 84155, + "FP": 28191, + "IoU": 0.4788856522626491, + "TN": 62354572, + "TP": 103242, + "n_pred": 131433, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8019082598107709, + "FN": 9863, + "FP": 19909, + "IoU": 0.6693212488754123, + "TN": 62480127, + "TP": 60261, + "n_pred": 80170, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7672797498620563, + "FN": 7879, + "FP": 17427, + "IoU": 0.6224281216895693, + "TN": 62503137, + "TP": 41717, + "n_pred": 59144, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3184909873514419, + "FN": 226508, + "FP": 5447, + "IoU": 0.18940783840925374, + "TN": 55095093, + "TP": 54200, + "n_pred": 59647, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6021463080935483, + "FN": 41360, + "FP": 5167, + "IoU": 0.4307649016345307, + "TN": 55299512, + "TP": 35209, + "n_pred": 40376, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 199, + "IoU": 0.0, + "TN": 55376722, + "TP": 0, + "n_pred": 199, + "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": 0.406331577198728, + "FN": 37749, + "FP": 12283, + "IoU": 0.2549661970992048, + "TN": 55314094, + "TP": 17122, + "n_pred": 29405, + "n_ref": 54871 + }, + "14": { + "Dice": 0.843047784781311, + "FN": 11860, + "FP": 19166, + "IoU": 0.7286798656779068, + "TN": 55266896, + "TP": 83326, + "n_pred": 102492, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6258832079458434, + "FN": 41354, + "FP": 14242, + "IoU": 0.45548035768503736, + "TN": 55279147, + "TP": 46505, + "n_pred": 60747, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7192295074088237, + "FN": 23274, + "FP": 111089, + "IoU": 0.5615600231027518, + "TN": 55074791, + "TP": 172094, + "n_pred": 283183, + "n_ref": 195368 + }, + "3": { + "Dice": 0.40794843697420985, + "FN": 136609, + "FP": 625, + "IoU": 0.2562407188614414, + "TN": 55196734, + "TP": 47280, + "n_pred": 47905, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "n_ref": 7409 + }, + "5": { + "Dice": 0.46752542372881356, + "FN": 3916, + "FP": 11, + "IoU": 0.30507874712440275, + "TN": 55375597, + "TP": 1724, + "n_pred": 1735, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8925522824656492, + "FN": 67767, + "FP": 276777, + "IoU": 0.8059543293410273, + "TN": 53605666, + "TP": 1431038, + "n_pred": 1707815, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5708364364002919, + "FN": 99370, + "FP": 14730, + "IoU": 0.39941994810061954, + "TN": 55191265, + "TP": 75883, + "n_pred": 90613, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8734031237754016, + "FN": 8048, + "FP": 3259, + "IoU": 0.7752578958875792, + "TN": 55330937, + "TP": 39004, + "n_pred": 42263, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7945222216565697, + "FN": 11899, + "FP": 8282, + "IoU": 0.659093212608534, + "TN": 55322050, + "TP": 39017, + "n_pred": 47299, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6742344353213151, + "FN": 140726, + "FP": 2303, + "IoU": 0.5085623380817889, + "TN": 110855573, + "TP": 148013, + "n_pred": 150316, + "n_ref": 288739 + }, + "10": { + "Dice": 0.47315847337835715, + "FN": 52148, + "FP": 14940, + "IoU": 0.3098936367189911, + "TN": 111049401, + "TP": 30126, + "n_pred": 45066, + "n_ref": 82274 + }, + "11": { + "Dice": 0.3074065474808451, + "FN": 2972, + "FP": 11, + "IoU": 0.18161865569272978, + "TN": 111142970, + "TP": 662, + "n_pred": 673, + "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": 0.35710513576552394, + "FN": 46365, + "FP": 12069, + "IoU": 0.21736335266463977, + "TN": 111071952, + "TP": 16229, + "n_pred": 28298, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5511142305667661, + "FN": 25412, + "FP": 170, + "IoU": 0.3803710700964007, + "TN": 111105329, + "TP": 15704, + "n_pred": 15874, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 49792, + "IoU": 0.0, + "TN": 111071459, + "TP": 0, + "n_pred": 49792, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7153266125510477, + "FN": 20750, + "FP": 86809, + "IoU": 0.5568159343376076, + "TN": 110903919, + "TP": 135137, + "n_pred": 221946, + "n_ref": 155887 + }, + "3": { + "Dice": 0.4120995704600735, + "FN": 180857, + "FP": 903, + "IoU": 0.259524818303295, + "TN": 110901151, + "TP": 63704, + "n_pred": 64607, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7777777777777778, + "FN": 6728, + "FP": 192, + "IoU": 0.6363636363636364, + "TN": 111127585, + "TP": 12110, + "n_pred": 12302, + "n_ref": 18838 + }, + "5": { + "Dice": 0.2600799128223756, + "FN": 4051, + "FP": 23, + "IoU": 0.14947807933194154, + "TN": 111141825, + "TP": 716, + "n_pred": 739, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9360507310682452, + "FN": 35186, + "FP": 179199, + "IoU": 0.8797888756557684, + "TN": 109363211, + "TP": 1569019, + "n_pred": 1748218, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.22982377534015194, + "FN": 307402, + "FP": 170460, + "IoU": 0.12983101464054192, + "TN": 110597455, + "TP": 71298, + "n_pred": 241758, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8489085772984079, + "FN": 14436, + "FP": 9098, + "IoU": 0.7374814550403248, + "TN": 111056968, + "TP": 66113, + "n_pred": 75211, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8304193623126415, + "FN": 9260, + "FP": 9770, + "IoU": 0.7100146287943435, + "TN": 111080991, + "TP": 46594, + "n_pred": 56364, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.803335089366386, + "FN": 65712, + "FP": 1111, + "IoU": 0.6713116447452558, + "TN": 96917723, + "TP": 136479, + "n_pred": 137590, + "n_ref": 202191 + }, + "10": { + "Dice": 0.4725278069414647, + "FN": 43346, + "FP": 25986, + "IoU": 0.3093528046460199, + "TN": 97020638, + "TP": 31055, + "n_pred": 57041, + "n_ref": 74401 + }, + "11": { + "Dice": 0.2514944491887276, + "FN": 3323, + "FP": 183, + "IoU": 0.14383394383394382, + "TN": 97116930, + "TP": 589, + "n_pred": 772, + "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": 0.723371123196527, + "FN": 20712, + "FP": 2737, + "IoU": 0.5666260072447697, + "TN": 97066917, + "TP": 30659, + "n_pred": 33396, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9265055072996614, + "FN": 12348, + "FP": 6842, + "IoU": 0.8630742994955369, + "TN": 96980876, + "TP": 120959, + "n_pred": 127801, + "n_ref": 133307 + }, + "15": { + "Dice": 0.518017180469302, + "FN": 40639, + "FP": 11205, + "IoU": 0.3495433102479173, + "TN": 97041321, + "TP": 27860, + "n_pred": 39065, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7074204084306177, + "FN": 48593, + "FP": 49676, + "IoU": 0.5472934997926936, + "TN": 96903955, + "TP": 118801, + "n_pred": 168477, + "n_ref": 167394 + }, + "3": { + "Dice": 0.5743820456243077, + "FN": 119494, + "FP": 29225, + "IoU": 0.4029004010936728, + "TN": 96871956, + "TP": 100350, + "n_pred": 129575, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8237048563833236, + "FN": 4529, + "FP": 909, + "IoU": 0.7002535552860765, + "TN": 97102883, + "TP": 12704, + "n_pred": 13613, + "n_ref": 17233 + }, + "5": { + "Dice": 0.3971797884841363, + "FN": 9247, + "FP": 500, + "IoU": 0.24780058651026393, + "TN": 97108067, + "TP": 3211, + "n_pred": 3711, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8869820819266901, + "FN": 42390, + "FP": 351405, + "IoU": 0.7969162648002116, + "TN": 95181948, + "TP": 1545282, + "n_pred": 1896687, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.48248195619046397, + "FN": 213891, + "FP": 28250, + "IoU": 0.31794149542977057, + "TN": 96766010, + "TP": 112874, + "n_pred": 141124, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8794077116377097, + "FN": 18743, + "FP": 3572, + "IoU": 0.7847704475308642, + "TN": 97017345, + "TP": 81365, + "n_pred": 84937, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8218219819358691, + "FN": 18377, + "FP": 15041, + "IoU": 0.6975363394457216, + "TN": 97010539, + "TP": 77068, + "n_pred": 92109, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48654890001342616, + "FN": 133718, + "FP": 131, + "IoU": 0.32148306609823235, + "TN": 78859138, + "TP": 63418, + "n_pred": 63549, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5190696796419667, + "FN": 60015, + "FP": 1130, + "IoU": 0.35050243249559176, + "TN": 78962263, + "TP": 32997, + "n_pred": 34127, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5419061276861865, + "FN": 40346, + "FP": 2139, + "IoU": 0.3716537995089774, + "TN": 78988791, + "TP": 25129, + "n_pred": 27268, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5504681191485107, + "FN": 15859, + "FP": 20104, + "IoU": 0.3797557862785002, + "TN": 78998423, + "TP": 22019, + "n_pred": 42123, + "n_ref": 37878 + }, + "15": { + "Dice": 0.010910064019432265, + "FN": 38267, + "FP": 9782, + "IoU": 0.005484952601730347, + "TN": 79008091, + "TP": 265, + "n_pred": 10047, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6241773792602519, + "FN": 13064, + "FP": 106976, + "IoU": 0.45367576448528374, + "TN": 78836682, + "TP": 99683, + "n_pred": 206659, + "n_ref": 112747 + }, + "3": { + "Dice": 0.04167703109327984, + "FN": 118783, + "FP": 648, + "IoU": 0.021282000852263415, + "TN": 78934377, + "TP": 2597, + "n_pred": 3245, + "n_ref": 121380 + }, + "4": { + "Dice": 0.1043692032629344, + "FN": 8015, + "FP": 0, + "IoU": 0.055057769394010844, + "TN": 79047923, + "TP": 467, + "n_pred": 467, + "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": 0.8614237073802075, + "FN": 157889, + "FP": 215573, + "IoU": 0.7565796977891798, + "TN": 77522178, + "TP": 1160765, + "n_pred": 1376338, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4845353016728572, + "FN": 320425, + "FP": 6259, + "IoU": 0.3197272112030819, + "TN": 78576180, + "TP": 153541, + "n_pred": 159800, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7929116927411581, + "FN": 10139, + "FP": 1033, + "IoU": 0.6568796068796069, + "TN": 79023845, + "TP": 21388, + "n_pred": 22421, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8757478310141067, + "FN": 11787, + "FP": 5098, + "IoU": 0.7789603215122596, + "TN": 78980016, + "TP": 59504, + "n_pred": 64602, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5096057070876508, + "FN": 152914, + "FP": 2030, + "IoU": 0.3419267703258852, + "TN": 122476489, + "TP": 80507, + "n_pred": 82537, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7408391721027623, + "FN": 36804, + "FP": 14684, + "IoU": 0.5883594499520307, + "TN": 122586860, + "TP": 73592, + "n_pred": 88276, + "n_ref": 110396 + }, + "11": { + "Dice": 0.24419820196529374, + "FN": 3598, + "FP": 17, + "IoU": 0.1390807335079781, + "TN": 122707741, + "TP": 584, + "n_pred": 601, + "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": 0.27608396257776513, + "FN": 42173, + "FP": 18801, + "IoU": 0.16014930923816476, + "TN": 122639339, + "TP": 11627, + "n_pred": 30428, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6808746736292428, + "FN": 24247, + "FP": 53977, + "IoU": 0.5161561680439408, + "TN": 122550268, + "TP": 83448, + "n_pred": 137425, + "n_ref": 107695 + }, + "15": { + "Dice": 0.798882746581321, + "FN": 16767, + "FP": 514, + "IoU": 0.6651163692033409, + "TN": 122660337, + "TP": 34322, + "n_pred": 34836, + "n_ref": 51089 + }, + "2": { + "Dice": 0.3996581230558233, + "FN": 96727, + "FP": 24087, + "IoU": 0.249732965695407, + "TN": 122550912, + "TP": 40214, + "n_pred": 64301, + "n_ref": 136941 + }, + "3": { + "Dice": 0.695627238591973, + "FN": 17310, + "FP": 95202, + "IoU": 0.5333040210384848, + "TN": 122470858, + "TP": 128570, + "n_pred": 223772, + "n_ref": 145880 + }, + "4": { + "Dice": 0.021839931127188145, + "FN": 64752, + "FP": 11, + "IoU": 0.011040527746388541, + "TN": 122646454, + "TP": 723, + "n_pred": 734, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6317157390561764, + "FN": 8702, + "FP": 1217, + "IoU": 0.4616845761424075, + "TN": 122693514, + "TP": 8507, + "n_pred": 9724, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8671949233156195, + "FN": 72592, + "FP": 429174, + "IoU": 0.7655288108822939, + "TN": 120571950, + "TP": 1638224, + "n_pred": 2067398, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3963777472384823, + "FN": 394465, + "FP": 128660, + "IoU": 0.24717650715802925, + "TN": 122017056, + "TP": 171759, + "n_pred": 300419, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7751173726972457, + "FN": 35658, + "FP": 22827, + "IoU": 0.6328095079641128, + "TN": 122552663, + "TP": 100792, + "n_pred": 123619, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6783524054525563, + "FN": 17393, + "FP": 36996, + "IoU": 0.5132626944210771, + "TN": 122600198, + "TP": 57353, + "n_pred": 94349, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..32c99e2fdd6f3b69721d9d451e4de371481ac0d5 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,11136 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2077281280358064, + "FN": 2779.0307692307692, + "FP": 762.5589743589745, + "IoU": 0.17072531753938547, + "TN": 211178.13333333333, + "TP": 950.4307692307692, + "n_pred": 1712.9897435897435, + "n_ref": 3729.4615384615386 + }, + "mean": { + "1": { + "Dice": 0.14915254237288136, + "FN": 505.3076923076923, + "FP": 0.0, + "IoU": 0.09606986899563319, + "TN": 215159.76923076922, + "TP": 5.076923076923077, + "n_pred": 5.076923076923077, + "n_ref": 510.38461538461536 + }, + "10": { + "Dice": 0.10586061830666423, + "FN": 3614.6153846153848, + "FP": 213.15384615384616, + "IoU": 0.06090391206393553, + "TN": 211207.53846153847, + "TP": 634.8461538461538, + "n_pred": 848.0, + "n_ref": 4249.461538461538 + }, + "11": { + "Dice": 0.009345794392523364, + "FN": 84.0, + "FP": 13.846153846153847, + "IoU": 0.004694835680751174, + "TN": 215571.84615384616, + "TP": 0.46153846153846156, + "n_pred": 14.307692307692308, + "n_ref": 84.46153846153847 + }, + "12": { + "Dice": 0.0, + "FN": 8.923076923076923, + "FP": 5.076923076923077, + "IoU": 0.0, + "TN": 215656.15384615384, + "TP": 0.0, + "n_pred": 5.076923076923077, + "n_ref": 8.923076923076923 + }, + "13": { + "Dice": 0.17698545475200111, + "FN": 1569.923076923077, + "FP": 157.15384615384616, + "IoU": 0.1365395152426709, + "TN": 213279.61538461538, + "TP": 663.4615384615385, + "n_pred": 820.6153846153846, + "n_ref": 2233.3846153846152 + }, + "14": { + "Dice": 0.168740622481365, + "FN": 17978.615384615383, + "FP": 492.0769230769231, + "IoU": 0.10049741982497801, + "TN": 196706.84615384616, + "TP": 492.61538461538464, + "n_pred": 984.6923076923077, + "n_ref": 18471.23076923077 + }, + "15": { + "Dice": 0.02774694783573807, + "FN": 1147.5384615384614, + "FP": 466.0769230769231, + "IoU": 0.01447596988998263, + "TN": 213993.07692307694, + "TP": 63.46153846153846, + "n_pred": 529.5384615384615, + "n_ref": 1211.0 + }, + "2": { + "Dice": 0.10784504574654467, + "FN": 1570.8461538461538, + "FP": 261.9230769230769, + "IoU": 0.06875155125341276, + "TN": 213240.76923076922, + "TP": 596.6153846153846, + "n_pred": 858.5384615384615, + "n_ref": 2167.4615384615386 + }, + "3": { + "Dice": 0.2735310187254756, + "FN": 362.0769230769231, + "FP": 583.8461538461538, + "IoU": 0.2319225100021057, + "TN": 213877.0, + "TP": 847.2307692307693, + "n_pred": 1431.076923076923, + "n_ref": 1209.3076923076924 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 18.23076923076923, + "IoU": 0.0, + "TN": 215651.92307692306, + "TP": 0.0, + "n_pred": 18.23076923076923, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.6153846153846154, + "FP": 0.23076923076923078, + "IoU": 0.0, + "TN": 215669.3076923077, + "TP": 0.0, + "n_pred": 0.23076923076923078, + "n_ref": 0.6153846153846154 + }, + "6": { + "Dice": 0.20782332976548168, + "FN": 8518.538461538461, + "FP": 7780.7692307692305, + "IoU": 0.18105004232156907, + "TN": 195878.0, + "TP": 3492.846153846154, + "n_pred": 11273.615384615385, + "n_ref": 12011.384615384615 + }, + "7": { + "Dice": 0.2674304372987126, + "FN": 5567.538461538462, + "FP": 1055.076923076923, + "IoU": 0.23061967537106504, + "TN": 205668.61538461538, + "TP": 3378.923076923077, + "n_pred": 4434.0, + "n_ref": 8946.461538461539 + }, + "8": { + "Dice": 0.9003196951669995, + "FN": 359.53846153846155, + "FP": 162.23076923076923, + "IoU": 0.8215738965967802, + "TN": 212582.76923076922, + "TP": 2565.6153846153848, + "n_pred": 2727.846153846154, + "n_ref": 2925.153846153846 + }, + "9": { + "Dice": 0.7211404136927091, + "FN": 397.38461538461536, + "FP": 228.69230769230768, + "IoU": 0.6137805658478981, + "TN": 213528.76923076922, + "TP": 1515.3076923076924, + "n_pred": 1744.0, + "n_ref": 1912.6923076923076 + } + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.12086330935251799, + "FN": 28, + "FP": 6082, + "IoU": 0.06431852986217458, + "TN": 168702, + "TP": 420, + "n_pred": 6502, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 577, + "FP": 0, + "IoU": 0.0, + "TN": 174655, + "TP": 0, + "n_pred": 0, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0025319829424307037, + "FN": 14970, + "FP": 0, + "IoU": 0.001267596237240643, + "TN": 160243, + "TP": 19, + "n_pred": 19, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 97, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "8": { + "Dice": 0.8678169542385596, + "FN": 3945, + "FP": 460, + "IoU": 0.7664988073151339, + "TN": 156367, + "TP": 14460, + "n_pred": 14920, + "n_ref": 18405 + }, + "9": { + "Dice": 0.3843584201218314, + "FN": 1403, + "FP": 1730, + "IoU": 0.23789832157625881, + "TN": 171121, + "TP": 978, + "n_pred": 2708, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2709, + "FP": 0, + "IoU": 0.0, + "TN": 347755, + "TP": 0, + "n_pred": 0, + "n_ref": 2709 + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.24781092599767532, + "FN": 28713, + "FP": 408, + "IoU": 0.14142932955952592, + "TN": 141314, + "TP": 4797, + "n_pred": 5205, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 97, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 97, + "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": 2803, + "IoU": 0.0, + "TN": 172429, + "TP": 0, + "n_pred": 2803, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04631898763202775, + "FN": 47522, + "FP": 19023, + "IoU": 0.023708572350757764, + "TN": 107071, + "TP": 1616, + "n_pred": 20639, + "n_ref": 49138 + }, + "7": { + "Dice": 0.31042400122455227, + "FN": 15941, + "FP": 6584, + "IoU": 0.18372893640152202, + "TN": 147637, + "TP": 5070, + "n_pred": 11654, + "n_ref": 21011 + }, + "8": { + "Dice": 0.8720638042171965, + "FN": 1, + "FP": 1170, + "IoU": 0.7731499418829911, + "TN": 170070, + "TP": 3991, + "n_pred": 5161, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44745762711864406, + "FN": 163, + "FP": 0, + "IoU": 0.28820960698689957, + "TN": 175003, + "TP": 66, + "n_pred": 66, + "n_ref": 229 + }, + "10": { + "Dice": 0.2774250582656915, + "FN": 15741, + "FP": 2241, + "IoU": 0.16105253335821593, + "TN": 153798, + "TP": 3452, + "n_pred": 5693, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3279, + "IoU": 0.0, + "TN": 171953, + "TP": 0, + "n_pred": 3279, + "n_ref": 0 + }, + "3": { + "Dice": 0.8205930561764267, + "FN": 4704, + "FP": 112, + "IoU": 0.6957675300063171, + "TN": 159402, + "TP": 11014, + "n_pred": 11126, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 174995, + "TP": 0, + "n_pred": 237, + "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": 0.9688395602105153, + "FN": 2305, + "FP": 87, + "IoU": 0.9395623831421497, + "TN": 135654, + "TP": 37186, + "n_pred": 37273, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 346767, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "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": 8, + "FP": 0, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.07974695094133033, + "FN": 57608, + "FP": 2906, + "IoU": 0.04152939685757729, + "TN": 287328, + "TP": 2622, + "n_pred": 5528, + "n_ref": 60230 + }, + "7": { + "Dice": 0.05788862505849524, + "FN": 54132, + "FP": 225, + "IoU": 0.02980705731165331, + "TN": 294437, + "TP": 1670, + "n_pred": 1895, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 122, + "IoU": 0.0, + "TN": 175110, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "11": { + "Dice": 0.009345794392523364, + "FN": 1092, + "FP": 180, + "IoU": 0.004694835680751174, + "TN": 173954, + "TP": 6, + "n_pred": 186, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 175035, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4313801829861787, + "FN": 20421, + "FP": 26, + "IoU": 0.27500620501365103, + "TN": 147029, + "TP": 7756, + "n_pred": 7782, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7478, + "IoU": 0.0, + "TN": 167754, + "TP": 0, + "n_pred": 7478, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.9130507102540503, + "FN": 5611, + "FP": 2230, + "IoU": 0.8400122423995103, + "TN": 126222, + "TP": 41169, + "n_pred": 43399, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8679549114331723, + "FN": 2842, + "FP": 930, + "IoU": 0.7667140825035562, + "TN": 159063, + "TP": 12397, + "n_pred": 13327, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.004067107269954245, + "FN": 1959, + "FP": 0, + "IoU": 0.0020376974019358125, + "TN": 173269, + "TP": 4, + "n_pred": 4, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7054098360655737, + "FN": 5439, + "FP": 1749, + "IoU": 0.544890464733443, + "TN": 159438, + "TP": 8606, + "n_pred": 10355, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.961078327045242, + "FN": 728, + "FP": 479, + "IoU": 0.9250729405922156, + "TN": 159123, + "TP": 14902, + "n_pred": 15381, + "n_ref": 15630 + }, + "9": { + "Dice": 0.9111079095231235, + "FN": 921, + "FP": 313, + "IoU": 0.8367292934638794, + "TN": 167674, + "TP": 6324, + "n_pred": 6637, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0170.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": 0.1018257131913807, + "FN": 63315, + "FP": 0, + "IoU": 0.05364402726294392, + "TN": 283560, + "TP": 3589, + "n_pred": 3589, + "n_ref": 66904 + }, + "15": { + "Dice": 0.08324084350721421, + "FN": 14918, + "FP": 3254, + "IoU": 0.04342790966994789, + "TN": 331467, + "TP": 825, + "n_pred": 4079, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.4262295081967213, + "FN": 0, + "FP": 315, + "IoU": 0.2708333333333333, + "TN": 174800, + "TP": 117, + "n_pred": 432, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.026043959184840083, + "FN": 170379, + "FP": 0, + "IoU": 0.013193788841460236, + "TN": 2575, + "TP": 2278, + "n_pred": 2278, + "n_ref": 172657 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 76914, + "IoU": 0.0, + "TN": 98318, + "TP": 0, + "n_pred": 76914, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6804, + "IoU": 0.0, + "TN": 168428, + "TP": 0, + "n_pred": 6804, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0268.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.171227555172827, + "FN": 902.302564102564, + "FP": 1332.4102564102561, + "IoU": 0.1465983889857726, + "TN": 211506.61538461538, + "TP": 1928.825641025641, + "n_pred": 3261.235897435897, + "n_ref": 2831.1282051282046 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 371.0, + "IoU": 0.0, + "TN": 215299.15384615384, + "TP": 0.0, + "n_pred": 371.0, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0176909060791784, + "FN": 14.692307692307692, + "FP": 889.5384615384615, + "IoU": 0.00925476603119584, + "TN": 214745.38461538462, + "TP": 20.53846153846154, + "n_pred": 910.0769230769231, + "n_ref": 35.23076923076923 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 49.53846153846154, + "IoU": 0.0, + "TN": 215620.61538461538, + "TP": 0.0, + "n_pred": 49.53846153846154, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 19.76923076923077, + "FP": 0.0, + "IoU": 0.0, + "TN": 215650.38461538462, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 19.76923076923077 + }, + "13": { + "Dice": 0.17870720432557888, + "FN": 387.46153846153845, + "FP": 402.6923076923077, + "IoU": 0.11375367268887332, + "TN": 214565.84615384616, + "TP": 314.15384615384613, + "n_pred": 716.8461538461538, + "n_ref": 701.6153846153846 + }, + "14": { + "Dice": 0.24156336753038904, + "FN": 266.0, + "FP": 7017.153846153846, + "IoU": 0.233677560744793, + "TN": 199725.61538461538, + "TP": 8661.384615384615, + "n_pred": 15678.538461538461, + "n_ref": 8927.384615384615 + }, + "15": { + "Dice": 0.0, + "FN": 1232.923076923077, + "FP": 59.84615384615385, + "IoU": 0.0, + "TN": 214377.38461538462, + "TP": 0.0, + "n_pred": 59.84615384615385, + "n_ref": 1232.923076923077 + }, + "2": { + "Dice": 0.43714617640008113, + "FN": 860.0769230769231, + "FP": 190.07692307692307, + "IoU": 0.38833011171903153, + "TN": 210972.92307692306, + "TP": 3647.076923076923, + "n_pred": 3837.153846153846, + "n_ref": 4507.153846153846 + }, + "3": { + "Dice": 0.43409436834094367, + "FN": 30.923076923076923, + "FP": 77.07692307692308, + "IoU": 0.38353953738569124, + "TN": 215452.46153846153, + "TP": 109.6923076923077, + "n_pred": 186.76923076923077, + "n_ref": 140.6153846153846 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.384615384615385, + "IoU": 0.0, + "TN": 215664.76923076922, + "TP": 0.0, + "n_pred": 5.384615384615385, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.01014964216005205, + "FN": 599.3076923076923, + "FP": 0.0, + "IoU": 0.0051268568423820165, + "TN": 215064.84615384616, + "TP": 6.0, + "n_pred": 6.0, + "n_ref": 605.3076923076923 + }, + "6": { + "Dice": 0.2883420644906332, + "FN": 7662.384615384615, + "FP": 8219.846153846154, + "IoU": 0.2303561722591717, + "TN": 189488.46153846153, + "TP": 10299.461538461539, + "n_pred": 18519.30769230769, + "n_ref": 17961.846153846152 + }, + "7": { + "Dice": 0.18341725257948796, + "FN": 347.7692307692308, + "FP": 979.7692307692307, + "IoU": 0.1481799489421125, + "TN": 212431.76923076922, + "TP": 1910.8461538461538, + "n_pred": 2890.6153846153848, + "n_ref": 2258.6153846153848 + }, + "8": { + "Dice": 0.4495060164466756, + "FN": 368.3076923076923, + "FP": 1303.6923076923076, + "IoU": 0.4089294022100935, + "TN": 211709.84615384616, + "TP": 2288.3076923076924, + "n_pred": 3592.0, + "n_ref": 2656.6153846153848 + }, + "9": { + "Dice": 0.3277963292393856, + "FN": 1744.923076923077, + "FP": 420.53846153846155, + "IoU": 0.27782780596324447, + "TN": 211829.76923076922, + "TP": 1674.923076923077, + "n_pred": 2095.4615384615386, + "n_ref": 3419.846153846154 + } + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 174688, + "TP": 0, + "n_pred": 544, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.9662534701215562, + "FN": 3458, + "FP": 4407, + "IoU": 0.934710242979172, + "TN": 54769, + "TP": 112598, + "n_pred": 117005, + "n_ref": 116056 + }, + "15": { + "Dice": 0.0, + "FN": 16028, + "FP": 6, + "IoU": 0.0, + "TN": 159198, + "TP": 0, + "n_pred": 6, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 3789, + "IoU": 0.0, + "TN": 171443, + "TP": 0, + "n_pred": 3789, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6228830812384069, + "FN": 50014, + "FP": 0, + "IoU": 0.45230951181585227, + "TN": 83914, + "TP": 41304, + "n_pred": 41304, + "n_ref": 91318 + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3984, + "IoU": 0.0, + "TN": 171248, + "TP": 0, + "n_pred": 3984, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1574, + "IoU": 0.0, + "TN": 173658, + "TP": 0, + "n_pred": 1574, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 526, + "IoU": 0.0, + "TN": 174706, + "TP": 0, + "n_pred": 526, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 592, + "IoU": 0.0, + "TN": 174640, + "TP": 0, + "n_pred": 592, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9285508706288674, + "FN": 1113, + "FP": 873, + "IoU": 0.8666308508495064, + "TN": 160341, + "TP": 12905, + "n_pred": 13778, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8016897816036984, + "FN": 2488, + "FP": 0, + "IoU": 0.6690168950379141, + "TN": 167715, + "TP": 5029, + "n_pred": 5029, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 660, + "IoU": 0.0, + "TN": 174572, + "TP": 0, + "n_pred": 660, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 75541, + "IoU": 0.0, + "TN": 99691, + "TP": 0, + "n_pred": 75541, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 21240, + "IoU": 0.0, + "TN": 153992, + "TP": 0, + "n_pred": 21240, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3524, + "IoU": 0.0, + "TN": 171708, + "TP": 0, + "n_pred": 3524, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11152, + "IoU": 0.0, + "TN": 164080, + "TP": 0, + "n_pred": 11152, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 12514, + "FP": 0, + "IoU": 0.0, + "TN": 162718, + "TP": 0, + "n_pred": 0, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 295, + "IoU": 0.0, + "TN": 174937, + "TP": 0, + "n_pred": 295, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 174662, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 644, + "IoU": 0.0, + "TN": 174588, + "TP": 0, + "n_pred": 644, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 174975, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 487, + "IoU": 0.0, + "TN": 174745, + "TP": 0, + "n_pred": 487, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0202992843201041, + "FN": 7529, + "FP": 0, + "IoU": 0.010253713684764033, + "TN": 167625, + "TP": 78, + "n_pred": 78, + "n_ref": 7607 + }, + "6": { + "Dice": 0.31126739030729245, + "FN": 5645, + "FP": 3365, + "IoU": 0.18432011587905123, + "TN": 164186, + "TP": 2036, + "n_pred": 5401, + "n_ref": 7681 + }, + "7": { + "Dice": 0.8577559329494187, + "FN": 4435, + "FP": 3321, + "IoU": 0.7509392761953695, + "TN": 144091, + "TP": 23385, + "n_pred": 26706, + "n_ref": 27820 + }, + "8": { + "Dice": 0.8694731951578349, + "FN": 3675, + "FP": 1382, + "IoU": 0.7690867579908676, + "TN": 153332, + "TP": 16843, + "n_pred": 18225, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 4104, + "IoU": 0.0, + "TN": 169171, + "TP": 0, + "n_pred": 4104, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.088454530395892, + "FN": 191, + "FP": 5312, + "IoU": 0.046273830155979204, + "TN": 344694, + "TP": 267, + "n_pred": 5579, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2097902097902098, + "FN": 209, + "FP": 1486, + "IoU": 0.1171875, + "TN": 348544, + "TP": 225, + "n_pred": 1711, + "n_ref": 434 + }, + "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": 770, + "IoU": 0.0, + "TN": 349694, + "TP": 0, + "n_pred": 770, + "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": 0.8681887366818873, + "FN": 402, + "FP": 31, + "IoU": 0.7670790747713825, + "TN": 348605, + "TP": 1426, + "n_pred": 1457, + "n_ref": 1828 + }, + "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": 6248, + "IoU": 0.0, + "TN": 344216, + "TP": 0, + "n_pred": 6248, + "n_ref": 0 + }, + "7": { + "Dice": 0.24274758252750916, + "FN": 86, + "FP": 8998, + "IoU": 0.13814041745730551, + "TN": 339924, + "TP": 1456, + "n_pred": 10454, + "n_ref": 1542 + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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": 7486, + "IoU": 0.0, + "TN": 342978, + "TP": 0, + "n_pred": 7486, + "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": 0.3915424854780218, + "FN": 43666, + "FP": 70090, + "IoU": 0.2434273096696529, + "TN": 200107, + "TP": 36601, + "n_pred": 106691, + "n_ref": 80267 + }, + "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": 3541, + "IoU": 0.0, + "TN": 346923, + "TP": 0, + "n_pred": 3541, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 580, + "IoU": 0.0, + "TN": 349884, + "TP": 0, + "n_pred": 580, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 3448, + "IoU": 0.0, + "TN": 347016, + "TP": 0, + "n_pred": 3448, + "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": 0.5050386075121057, + "FN": 4828, + "FP": 2736, + "IoU": 0.3378271907554933, + "TN": 339041, + "TP": 3859, + "n_pred": 6595, + "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": 0.8742923528001623, + "FN": 11181, + "FP": 2453, + "IoU": 0.7766602234380631, + "TN": 289418, + "TP": 47412, + "n_pred": 49865, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 349493, + "TP": 0, + "n_pred": 971, + "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": 0.9810435589013446, + "FN": 286, + "FP": 1799, + "IoU": 0.9627924407088174, + "TN": 294427, + "TP": 53952, + "n_pred": 55751, + "n_ref": 54238 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 350094, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8372918645932297, + "FN": 5725, + "FP": 783, + "IoU": 0.7201221347783082, + "TN": 327211, + "TP": 16745, + "n_pred": 17528, + "n_ref": 22470 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.19273258065135357, + "FN": 1903.820512820513, + "FP": 805.4153846153846, + "IoU": 0.14808175571550533, + "TN": 211616.45128205128, + "TP": 1344.4666666666667, + "n_pred": 2149.882051282051, + "n_ref": 3248.2871794871794 + }, + "mean": { + "1": { + "Dice": 0.07615472325131428, + "FN": 7384.7692307692305, + "FP": 259.0769230769231, + "IoU": 0.04549241117886138, + "TN": 206600.84615384616, + "TP": 1425.4615384615386, + "n_pred": 1684.5384615384614, + "n_ref": 8810.23076923077 + }, + "10": { + "Dice": 0.36701470679769355, + "FN": 413.46153846153845, + "FP": 252.0, + "IoU": 0.29921693235460817, + "TN": 214207.84615384616, + "TP": 796.8461538461538, + "n_pred": 1048.8461538461538, + "n_ref": 1210.3076923076924 + }, + "11": { + "Dice": 0.0, + "FN": 2.1538461538461537, + "FP": 0.0, + "IoU": 0.0, + "TN": 215668.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2.1538461538461537 + }, + "12": { + "Dice": 0.0, + "FN": 317.61538461538464, + "FP": 0.0, + "IoU": 0.0, + "TN": 215352.53846153847, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 317.61538461538464 + }, + "13": { + "Dice": 0.1382803086498354, + "FN": 869.3846153846154, + "FP": 442.46153846153845, + "IoU": 0.08964150028464946, + "TN": 214092.76923076922, + "TP": 265.53846153846155, + "n_pred": 708.0, + "n_ref": 1134.923076923077 + }, + "14": { + "Dice": 0.6602081090778615, + "FN": 1605.923076923077, + "FP": 69.53846153846153, + "IoU": 0.49276914836636315, + "TN": 212367.0, + "TP": 1627.6923076923076, + "n_pred": 1697.2307692307693, + "n_ref": 3233.6153846153848 + }, + "15": { + "Dice": 0.09927942353883107, + "FN": 744.0, + "FP": 121.38461538461539, + "IoU": 0.05223251895534962, + "TN": 214757.07692307694, + "TP": 47.69230769230769, + "n_pred": 169.07692307692307, + "n_ref": 791.6923076923077 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4597.076923076923, + "IoU": 0.0, + "TN": 211073.07692307694, + "TP": 0.0, + "n_pred": 4597.076923076923, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.07656968459193399, + "FN": 10203.923076923076, + "FP": 34.92307692307692, + "IoU": 0.04135670960051019, + "TN": 204900.23076923078, + "TP": 531.0769230769231, + "n_pred": 566.0, + "n_ref": 10735.0 + }, + "4": { + "Dice": 0.0, + "FN": 1373.3076923076924, + "FP": 0.0, + "IoU": 0.0, + "TN": 214296.84615384616, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1373.3076923076924 + }, + "5": { + "Dice": 0.0, + "FN": 17.307692307692307, + "FP": 0.0, + "IoU": 0.0, + "TN": 215652.84615384616, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 17.307692307692307 + }, + "6": { + "Dice": 0.34587782446135734, + "FN": 461.9230769230769, + "FP": 5341.0, + "IoU": 0.3205729988083213, + "TN": 195451.3076923077, + "TP": 14415.923076923076, + "n_pred": 19756.923076923078, + "n_ref": 14877.846153846154 + }, + "7": { + "Dice": 0.33075069593137707, + "FN": 367.7692307692308, + "FP": 910.4615384615385, + "IoU": 0.26560022142454287, + "TN": 214246.46153846153, + "TP": 145.46153846153845, + "n_pred": 1055.923076923077, + "n_ref": 513.2307692307693 + }, + "8": { + "Dice": 0.3132892701373497, + "FN": 4115.7692307692305, + "FP": 52.92307692307692, + "IoU": 0.29546202197329696, + "TN": 210908.6923076923, + "TP": 592.7692307692307, + "n_pred": 645.6923076923077, + "n_ref": 4708.538461538462 + }, + "9": { + "Dice": 0.4835639633327495, + "FN": 680.0, + "FP": 0.38461538461538464, + "IoU": 0.3188818727860773, + "TN": 214671.23076923078, + "TP": 318.53846153846155, + "n_pred": 318.9230769230769, + "n_ref": 998.5384615384615 + } + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03208781929491239, + "FN": 27508, + "FP": 2, + "IoU": 0.01630551383823214, + "TN": 147266, + "TP": 456, + "n_pred": 458, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8706595905989386, + "FN": 1407, + "FP": 299, + "IoU": 0.7709452201933404, + "TN": 167784, + "TP": 5742, + "n_pred": 6041, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 49175, + "IoU": 0.0, + "TN": 126057, + "TP": 0, + "n_pred": 49175, + "n_ref": 0 + }, + "3": { + "Dice": 0.17832296447934493, + "FN": 50986, + "FP": 391, + "IoU": 0.09788945076555695, + "TN": 118280, + "TP": 5575, + "n_pred": 5966, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 18752, + "IoU": 0.0, + "TN": 156480, + "TP": 0, + "n_pred": 18752, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1020, + "FP": 0, + "IoU": 0.0, + "TN": 174212, + "TP": 0, + "n_pred": 0, + "n_ref": 1020 + }, + "10": { + "Dice": 0.5973992365918355, + "FN": 3887, + "FP": 2336, + "IoU": 0.4259225092250922, + "TN": 164392, + "TP": 4617, + "n_pred": 6953, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 171288, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.4942383583267561, + "FN": 1197, + "FP": 5211, + "IoU": 0.3282314708040675, + "TN": 165693, + "TP": 3131, + "n_pred": 8342, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6277, + "IoU": 0.0, + "TN": 168955, + "TP": 0, + "n_pred": 6277, + "n_ref": 0 + }, + "3": { + "Dice": 0.008521608364066024, + "FN": 27691, + "FP": 0, + "IoU": 0.004279036317871269, + "TN": 147422, + "TP": 119, + "n_pred": 119, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24630541871921183, + "FN": 33, + "FP": 426, + "IoU": 0.1404494382022472, + "TN": 174698, + "TP": 75, + "n_pred": 501, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9397340490423326, + "FN": 617, + "FP": 371, + "IoU": 0.8863191807617075, + "TN": 166541, + "TP": 7703, + "n_pred": 8074, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9608086149439533, + "FN": 868, + "FP": 555, + "IoU": 0.9245733064772607, + "TN": 156366, + "TP": 17443, + "n_pred": 17998, + "n_ref": 18311 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3221, + "IoU": 0.0, + "TN": 172011, + "TP": 0, + "n_pred": 3221, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 225, + "FP": 0, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 0, + "n_ref": 225 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.00013376136971642589, + "FN": 44533, + "FP": 317, + "IoU": 6.68851581833991e-05, + "TN": 130379, + "TP": 3, + "n_pred": 320, + "n_ref": 44536 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 525602, + "TP": 0, + "n_pred": 94, + "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": 0.6602081090778615, + "FN": 20877, + "FP": 904, + "IoU": 0.49276914836636315, + "TN": 482755, + "TP": 21160, + "n_pred": 22064, + "n_ref": 42037 + }, + "15": { + "Dice": 0.09927942353883107, + "FN": 9672, + "FP": 1578, + "IoU": 0.05223251895534962, + "TN": 513826, + "TP": 620, + "n_pred": 2198, + "n_ref": 10292 + }, + "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": 1186, + "IoU": 0.0, + "TN": 524510, + "TP": 0, + "n_pred": 1186, + "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": 8355, + "FP": 0, + "IoU": 0.0, + "TN": 517341, + "TP": 0, + "n_pred": 0, + "n_ref": 8355 + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 81, + "FP": 489, + "IoU": 0.0, + "TN": 174662, + "TP": 0, + "n_pred": 489, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.058882876272585524, + "FN": 10101, + "FP": 160, + "IoU": 0.030334530334530336, + "TN": 164650, + "TP": 321, + "n_pred": 481, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "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": 17853, + "FP": 0, + "IoU": 0.0, + "TN": 157379, + "TP": 0, + "n_pred": 0, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.947965994519778, + "FN": 3225, + "FP": 478, + "IoU": 0.9010792327830315, + "TN": 137798, + "TP": 33731, + "n_pred": 34209, + "n_ref": 36956 + }, + "7": { + "Dice": 0.01581981498860437, + "FN": 2913, + "FP": 11769, + "IoU": 0.007972972972972973, + "TN": 160432, + "TP": 118, + "n_pred": 11887, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.348685796961659, + "FN": 67474, + "FP": 51, + "IoU": 0.21115654205607476, + "TN": 89632, + "TP": 18075, + "n_pred": 18126, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 36474, + "IoU": 0.0, + "TN": 138758, + "TP": 0, + "n_pred": 36474, + "n_ref": 0 + }, + "7": { + "Dice": 0.43089430894308944, + "FN": 1540, + "FP": 0, + "IoU": 0.27461139896373055, + "TN": 173109, + "TP": 583, + "n_pred": 583, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0317.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": 152, + "IoU": 0.0, + "TN": 175080, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 381, + "IoU": 0.0, + "TN": 174851, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4249, + "IoU": 0.0, + "TN": 170983, + "TP": 0, + "n_pred": 4249, + "n_ref": 0 + }, + "3": { + "Dice": 0.04286448093239102, + "FN": 53974, + "FP": 63, + "IoU": 0.02190164171810234, + "TN": 119985, + "TP": 1210, + "n_pred": 1273, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1343, + "IoU": 0.0, + "TN": 173889, + "TP": 0, + "n_pred": 1343, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9578203919692727, + "FN": 1879, + "FP": 10113, + "IoU": 0.9190550118123524, + "TN": 27082, + "TP": 136158, + "n_pred": 146271, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8762886597938144, + "FN": 328, + "FP": 8, + "IoU": 0.7798165137614679, + "TN": 173706, + "TP": 1190, + "n_pred": 1198, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4835639633327495, + "FN": 8840, + "FP": 5, + "IoU": 0.3188818727860773, + "TN": 162246, + "TP": 4141, + "n_pred": 4146, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.267444156409485, + "FN": 1476.6256410256412, + "FP": 1203.9230769230771, + "IoU": 0.20640660329298768, + "TN": 183929.17435897436, + "TP": 2101.661538461539, + "n_pred": 3305.584615384615, + "n_ref": 3578.2871794871794 + }, + "mean": { + "1": { + "Dice": 0.19258012301715766, + "FN": 128.30769230769232, + "FP": 604.4615384615385, + "IoU": 0.18569109751529528, + "TN": 184546.61538461538, + "TP": 3432.0, + "n_pred": 4036.4615384615386, + "n_ref": 3560.3076923076924 + }, + "10": { + "Dice": 0.2051498090603795, + "FN": 2952.076923076923, + "FP": 310.38461538461536, + "IoU": 0.15362105044592037, + "TN": 184917.0, + "TP": 531.9230769230769, + "n_pred": 842.3076923076923, + "n_ref": 3484.0 + }, + "11": { + "Dice": 0.0, + "FN": 252.46153846153845, + "FP": 0.0, + "IoU": 0.0, + "TN": 188458.92307692306, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 252.46153846153845 + }, + "12": { + "Dice": 0.0, + "FN": 154.07692307692307, + "FP": 7.615384615384615, + "IoU": 0.0, + "TN": 188549.6923076923, + "TP": 0.0, + "n_pred": 7.615384615384615, + "n_ref": 154.07692307692307 + }, + "13": { + "Dice": 0.2744808103954465, + "FN": 3473.230769230769, + "FP": 945.5384615384615, + "IoU": 0.1940997553378626, + "TN": 183120.23076923078, + "TP": 1172.3846153846155, + "n_pred": 2117.923076923077, + "n_ref": 4645.615384615385 + }, + "14": { + "Dice": 0.37975406601167355, + "FN": 254.3846153846154, + "FP": 1605.8461538461538, + "IoU": 0.3061318464191825, + "TN": 184038.46153846153, + "TP": 2812.6923076923076, + "n_pred": 4418.538461538462, + "n_ref": 3067.076923076923 + }, + "15": { + "Dice": 0.46778633145414134, + "FN": 2371.3846153846152, + "FP": 409.9230769230769, + "IoU": 0.30530097796222644, + "TN": 184707.76923076922, + "TP": 1222.3076923076924, + "n_pred": 1632.2307692307693, + "n_ref": 3593.6923076923076 + }, + "2": { + "Dice": 0.3867156083724637, + "FN": 27.307692307692307, + "FP": 158.3846153846154, + "IoU": 0.3357437971045817, + "TN": 188137.15384615384, + "TP": 388.53846153846155, + "n_pred": 546.9230769230769, + "n_ref": 415.84615384615387 + }, + "3": { + "Dice": 0.49479883717094547, + "FN": 1325.4615384615386, + "FP": 57.53846153846154, + "IoU": 0.4202589812769079, + "TN": 185843.76923076922, + "TP": 1484.6153846153845, + "n_pred": 1542.1538461538462, + "n_ref": 2810.076923076923 + }, + "4": { + "Dice": 0.1883917440088655, + "FN": 483.9230769230769, + "FP": 209.07692307692307, + "IoU": 0.11606076122205154, + "TN": 187809.15384615384, + "TP": 209.23076923076923, + "n_pred": 418.3076923076923, + "n_ref": 693.1538461538462 + }, + "5": { + "Dice": 0.0, + "FN": 401.9230769230769, + "FP": 0.6153846153846154, + "IoU": 0.0, + "TN": 188308.84615384616, + "TP": 0.0, + "n_pred": 0.6153846153846154, + "n_ref": 401.9230769230769 + }, + "6": { + "Dice": 0.4208040012618579, + "FN": 947.6153846153846, + "FP": 8487.846153846154, + "IoU": 0.35541018231497834, + "TN": 166036.3076923077, + "TP": 13239.615384615385, + "n_pred": 21727.46153846154, + "n_ref": 14187.23076923077 + }, + "7": { + "Dice": 0.5149079892987551, + "FN": 5311.692307692308, + "FP": 357.61538461538464, + "IoU": 0.39356685972280264, + "TN": 179473.92307692306, + "TP": 3568.153846153846, + "n_pred": 3925.769230769231, + "n_ref": 8879.846153846154 + }, + "8": { + "Dice": 0.13894649407962184, + "FN": 2487.5384615384614, + "FP": 742.6153846153846, + "IoU": 0.08312797933273681, + "TN": 185334.92307692306, + "TP": 146.30769230769232, + "n_pred": 888.9230769230769, + "n_ref": 2633.846153846154 + }, + "9": { + "Dice": 0.3473465320109668, + "FN": 1578.0, + "FP": 4161.384615384615, + "IoU": 0.24708576074026936, + "TN": 179654.84615384616, + "TP": 3317.153846153846, + "n_pred": 7478.538461538462, + "n_ref": 4895.153846153846 + } + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 20766, + "FP": 74, + "IoU": 0.0, + "TN": 154392, + "TP": 0, + "n_pred": 74, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.004372584909497661, + "FN": 19574, + "FP": 8, + "IoU": 0.002191082802547771, + "TN": 155607, + "TP": 43, + "n_pred": 51, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5815102328863797, + "FN": 255, + "FP": 338, + "IoU": 0.4099502487562189, + "TN": 174227, + "TP": 412, + "n_pred": 750, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2148, + "IoU": 0.0, + "TN": 173084, + "TP": 0, + "n_pred": 2148, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3806398300082635, + "FN": 6389, + "FP": 19844, + "IoU": 0.23505569487373884, + "TN": 140938, + "TP": 8061, + "n_pred": 27905, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3616, + "IoU": 0.0, + "TN": 171616, + "TP": 0, + "n_pred": 3616, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2505, + "FP": 0, + "IoU": 0.0, + "TN": 172727, + "TP": 0, + "n_pred": 0, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 973, + "IoU": 0.0, + "TN": 174259, + "TP": 0, + "n_pred": 973, + "n_ref": 0 + }, + "3": { + "Dice": 0.5444157257515985, + "FN": 16063, + "FP": 682, + "IoU": 0.37401869158878503, + "TN": 148482, + "TP": 10005, + "n_pred": 10687, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 62736, + "IoU": 0.0, + "TN": 112496, + "TP": 0, + "n_pred": 62736, + "n_ref": 0 + }, + "7": { + "Dice": 0.01725965177895534, + "FN": 32455, + "FP": 0, + "IoU": 0.00870494807574832, + "TN": 142492, + "TP": 285, + "n_pred": 285, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.009567546880979716, + "FN": 9880, + "FP": 472, + "IoU": 0.004806767929244376, + "TN": 340062, + "TP": 50, + "n_pred": 522, + "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": 0.6049254249046132, + "FN": 4224, + "FP": 11722, + "IoU": 0.43361511685728493, + "TN": 322310, + "TP": 12208, + "n_pred": 23930, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "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": 0.16640544534503604, + "FN": 9040, + "FP": 9575, + "IoU": 0.09075367557270551, + "TN": 329991, + "TP": 1858, + "n_pred": 11433, + "n_ref": 10898 + }, + "9": { + "Dice": 0.34034034034034033, + "FN": 11026, + "FP": 2813, + "IoU": 0.20506634499396864, + "TN": 333055, + "TP": 3570, + "n_pred": 6383, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.9399807857612378, + "FN": 1168, + "FP": 19, + "IoU": 0.8867582522419386, + "TN": 164750, + "TP": 9295, + "n_pred": 9314, + "n_ref": 10463 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 162, + "IoU": 0.0, + "TN": 175070, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 2, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 2, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 170007, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.7480649188514357, + "FN": 3182, + "FP": 13971, + "IoU": 0.5975269246110889, + "TN": 132613, + "TP": 25466, + "n_pred": 39437, + "n_ref": 28648 + }, + "7": { + "Dice": 0.6219336219336219, + "FN": 1288, + "FP": 808, + "IoU": 0.4513089005235602, + "TN": 171412, + "TP": 1724, + "n_pred": 2532, + "n_ref": 3012 + }, + "8": { + "Dice": 0.0, + "FN": 23235, + "FP": 0, + "IoU": 0.0, + "TN": 151997, + "TP": 0, + "n_pred": 0, + "n_ref": 23235 + }, + "9": { + "Dice": 0.6117450764234424, + "FN": 2301, + "FP": 23761, + "IoU": 0.44065759539854915, + "TN": 128638, + "TP": 20532, + "n_pred": 44293, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 174884, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "10": { + "Dice": 0.8342024815680633, + "FN": 1647, + "FP": 197, + "IoU": 0.7155637821995989, + "TN": 168749, + "TP": 4639, + "n_pred": 4836, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 175133, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "13": { + "Dice": 0.6370885299529748, + "FN": 1550, + "FP": 225, + "IoU": 0.46744674467446745, + "TN": 171899, + "TP": 1558, + "n_pred": 1783, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9653522006034752, + "FN": 88, + "FP": 245, + "IoU": 0.9330249396621078, + "TN": 170260, + "TP": 4639, + "n_pred": 4884, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.8913211719181868, + "FN": 7094, + "FP": 770, + "IoU": 0.8039489429597128, + "TN": 135120, + "TP": 32248, + "n_pred": 33018, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.3893805309734513, + "FN": 63, + "FP": 75, + "IoU": 0.24175824175824176, + "TN": 175050, + "TP": 44, + "n_pred": 119, + "n_ref": 107 + }, + "9": { + "Dice": 0.7513539452937548, + "FN": 798, + "FP": 6456, + "IoU": 0.6017349291753596, + "TN": 157018, + "TP": 10960, + "n_pred": 17416, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1093, + "IoU": 0.0, + "TN": 174139, + "TP": 0, + "n_pred": 1093, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.46491799396056604, + "FN": 216, + "FP": 17858, + "IoU": 0.3028619918228805, + "TN": 149306, + "TP": 7852, + "n_pred": 25710, + "n_ref": 8068 + }, + "7": { + "Dice": 0.298465829846583, + "FN": 1503, + "FP": 6, + "IoU": 0.17540983606557378, + "TN": 173402, + "TP": 321, + "n_pred": 327, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629006150857883, + "FN": 637, + "FP": 2801, + "IoU": 0.9284554875764764, + "TN": 127178, + "TP": 44616, + "n_pred": 47417, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 935, + "IoU": 0.0, + "TN": 173921, + "TP": 0, + "n_pred": 935, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 278, + "IoU": 0.0, + "TN": 174954, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "7": { + "Dice": 0.8614864864864865, + "FN": 79, + "FP": 3, + "IoU": 0.7566765578635015, + "TN": 174895, + "TP": 255, + "n_pred": 258, + "n_ref": 334 + }, + "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": 148, + "IoU": 0.0, + "TN": 175084, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.2945990180032733, + "FN": 1616, + "FP": 108, + "IoU": 0.1727447216890595, + "TN": 173148, + "TP": 360, + "n_pred": 468, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1260175122101465, + "FN": 19804, + "FP": 59, + "IoU": 0.06724583235501291, + "TN": 153937, + "TP": 1432, + "n_pred": 1491, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1027, + "IoU": 0.0, + "TN": 174205, + "TP": 0, + "n_pred": 1027, + "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": 12, + "FP": 503, + "IoU": 0.0, + "TN": 174717, + "TP": 0, + "n_pred": 503, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.376783488017731, + "FN": 6291, + "FP": 2707, + "IoU": 0.23212152244410308, + "TN": 163514, + "TP": 2720, + "n_pred": 5427, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9680472306097616, + "FN": 1595, + "FP": 4786, + "IoU": 0.9380731941654293, + "TN": 72191, + "TP": 96660, + "n_pred": 101446, + "n_ref": 98255 + }, + "7": { + "Dice": 0.5428109854604201, + "FN": 11138, + "FP": 2163, + "IoU": 0.37250554323725055, + "TN": 154035, + "TP": 7896, + "n_pred": 10059, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7595081320233471, + "FN": 3307, + "FP": 19849, + "IoU": 0.612263692838365, + "TN": 115511, + "TP": 36565, + "n_pred": 56414, + "n_ref": 39872 + }, + "15": { + "Dice": 0.46778633145414134, + "FN": 30828, + "FP": 5329, + "IoU": 0.30530097796222644, + "TN": 123185, + "TP": 15890, + "n_pred": 21219, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.5028294260307195, + "FN": 1443, + "FP": 2247, + "IoU": 0.33585313174946, + "TN": 169676, + "TP": 1866, + "n_pred": 4113, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7148846960167715, + "FN": 232, + "FP": 7656, + "IoU": 0.5562805872756933, + "TN": 157455, + "TP": 9889, + "n_pred": 17545, + "n_ref": 10121 + }, + "7": { + "Dice": 0.7474913602864638, + "FN": 22589, + "FP": 1669, + "IoU": 0.5967953725711816, + "TN": 115069, + "TP": 35905, + "n_pred": 37574, + "n_ref": 58494 + }, + "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": 1076, + "IoU": 0.0, + "TN": 174156, + "TP": 0, + "n_pred": 1076, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.29368822836962577, + "FN": 1192.697435897436, + "FP": 722.0615384615386, + "IoU": 0.2409417452326349, + "TN": 237763.1435897436, + "TP": 2951.0205128205134, + "n_pred": 3673.082051282051, + "n_ref": 4143.717948717949 + }, + "mean": { + "1": { + "Dice": 0.18675718771061758, + "FN": 1183.0, + "FP": 47.30769230769231, + "IoU": 0.1490514549605101, + "TN": 239650.76923076922, + "TP": 1747.8461538461538, + "n_pred": 1795.1538461538462, + "n_ref": 2930.846153846154 + }, + "10": { + "Dice": 0.11448155328401166, + "FN": 944.8461538461538, + "FP": 137.92307692307693, + "IoU": 0.0878686283688953, + "TN": 241434.15384615384, + "TP": 112.0, + "n_pred": 249.92307692307693, + "n_ref": 1056.8461538461538 + }, + "11": { + "Dice": 0.26103286384976526, + "FN": 234.3846153846154, + "FP": 7.769230769230769, + "IoU": 0.15010799136069114, + "TN": 242344.0, + "TP": 42.76923076923077, + "n_pred": 50.53846153846154, + "n_ref": 277.15384615384613 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 11.076923076923077, + "IoU": 0.0, + "TN": 242617.84615384616, + "TP": 0.0, + "n_pred": 11.076923076923077, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.4439010410410801, + "FN": 857.0769230769231, + "FP": 501.53846153846155, + "IoU": 0.3666802483620993, + "TN": 240319.53846153847, + "TP": 950.7692307692307, + "n_pred": 1452.3076923076924, + "n_ref": 1807.8461538461538 + }, + "14": { + "Dice": 0.7724798200913708, + "FN": 822.5384615384615, + "FP": 1157.3076923076924, + "IoU": 0.6498077389221802, + "TN": 234969.46153846153, + "TP": 5679.615384615385, + "n_pred": 6836.923076923077, + "n_ref": 6502.153846153846 + }, + "15": { + "Dice": 0.15530005755245122, + "FN": 329.15384615384613, + "FP": 1822.2307692307693, + "IoU": 0.11263423519143931, + "TN": 239564.23076923078, + "TP": 913.3076923076923, + "n_pred": 2735.5384615384614, + "n_ref": 1242.4615384615386 + }, + "2": { + "Dice": 0.29504039237398233, + "FN": 1560.923076923077, + "FP": 204.30769230769232, + "IoU": 0.2678117197606619, + "TN": 237507.0, + "TP": 3356.6923076923076, + "n_pred": 3561.0, + "n_ref": 4917.615384615385 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 329.3076923076923, + "IoU": 0.0, + "TN": 242299.61538461538, + "TP": 0.0, + "n_pred": 329.3076923076923, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 563.7692307692307, + "IoU": 0.0, + "TN": 242065.15384615384, + "TP": 0.0, + "n_pred": 563.7692307692307, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.05752376062823905, + "FN": 1122.2307692307693, + "FP": 164.69230769230768, + "IoU": 0.02967834078489816, + "TN": 241304.3076923077, + "TP": 37.69230769230769, + "n_pred": 202.3846153846154, + "n_ref": 1159.923076923077 + }, + "6": { + "Dice": 0.8022125729313995, + "FN": 1107.3076923076924, + "FP": 3487.5384615384614, + "IoU": 0.7389149055910827, + "TN": 213229.46153846153, + "TP": 24804.615384615383, + "n_pred": 28292.153846153848, + "n_ref": 25911.923076923078 + }, + "7": { + "Dice": 0.1324972169693259, + "FN": 7363.692307692308, + "FP": 1844.7692307692307, + "IoU": 0.0793409242371315, + "TN": 232572.53846153847, + "TP": 847.9230769230769, + "n_pred": 2692.6923076923076, + "n_ref": 8211.615384615385 + }, + "8": { + "Dice": 0.5429957839658859, + "FN": 1220.0, + "FP": 163.07692307692307, + "IoU": 0.4677162655167504, + "TN": 237590.07692307694, + "TP": 3655.769230769231, + "n_pred": 3818.846153846154, + "n_ref": 4875.7692307692305 + }, + "9": { + "Dice": 0.6411011751462573, + "FN": 1145.3076923076924, + "FP": 388.3076923076923, + "IoU": 0.5145137254331832, + "TN": 238979.0, + "TP": 2116.3076923076924, + "n_pred": 2504.6153846153848, + "n_ref": 3261.6153846153848 + } + }, + "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": 0.8477819913572625, + "FN": 41, + "FP": 13767, + "IoU": 0.7357826253348642, + "TN": 122972, + "TP": 38452, + "n_pred": 52219, + "n_ref": 38493 + }, + "15": { + "Dice": 0.6212002302098049, + "FN": 4258, + "FP": 10222, + "IoU": 0.45053694076575723, + "TN": 148879, + "TP": 11873, + "n_pred": 22095, + "n_ref": 16131 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.06675128798626148, + "FN": 11995, + "FP": 504, + "IoU": 0.03452803954889541, + "TN": 162286, + "TP": 447, + "n_pred": 951, + "n_ref": 12442 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 433, + "FP": 1797, + "IoU": 0.0, + "TN": 173002, + "TP": 0, + "n_pred": 1797, + "n_ref": 433 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9183746502700241, + "FN": 3195, + "FP": 1823, + "IoU": 0.8490690889403555, + "TN": 141985, + "TP": 28229, + "n_pred": 30052, + "n_ref": 31424 + }, + "7": { + "Dice": 0.17613056783407005, + "FN": 93311, + "FP": 6032, + "IoU": 0.0965697240865026, + "TN": 65270, + "TP": 10619, + "n_pred": 16651, + "n_ref": 103930 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 175132, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 175035, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.07292352244306963, + "FN": 5335, + "FP": 1708, + "IoU": 0.03784153005464481, + "TN": 167912, + "TP": 277, + "n_pred": 1985, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": 0.43636363636363634, + "FN": 0, + "FP": 341, + "IoU": 0.27906976744186046, + "TN": 174759, + "TP": 132, + "n_pred": 473, + "n_ref": 132 + }, + "8": { + "Dice": 0.9240491141063072, + "FN": 5603, + "FP": 94, + "IoU": 0.8588209055088841, + "TN": 134879, + "TP": 34656, + "n_pred": 34750, + "n_ref": 40259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.9453969928778686, + "FN": 75, + "FP": 132, + "IoU": 0.896448224112056, + "TN": 173233, + "TP": 1792, + "n_pred": 1924, + "n_ref": 1867 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 700631, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "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": 44, + "IoU": 0.0, + "TN": 700884, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "13": { + "Dice": 0.5146925566343042, + "FN": 10178, + "FP": 1069, + "IoU": 0.3465225727732264, + "TN": 683717, + "TP": 5964, + "n_pred": 7033, + "n_ref": 16142 + }, + "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": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 589, + "IoU": 0.0, + "TN": 700339, + "TP": 0, + "n_pred": 589, + "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": 0.9739000745712155, + "FN": 928, + "FP": 4917, + "IoU": 0.9491279069767442, + "TN": 586032, + "TP": 109051, + "n_pred": 113968, + "n_ref": 109979 + }, + "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": 1510, + "IoU": 0.0, + "TN": 699418, + "TP": 0, + "n_pred": 1510, + "n_ref": 0 + }, + "9": { + "Dice": 0.8947280558245134, + "FN": 1066, + "FP": 2087, + "IoU": 0.8095094248429193, + "TN": 684376, + "TP": 13399, + "n_pred": 15486, + "n_ref": 14465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 350256, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 588, + "IoU": 0.0, + "TN": 349876, + "TP": 0, + "n_pred": 588, + "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": 49, + "IoU": 0.0, + "TN": 350415, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1950, + "IoU": 0.0, + "TN": 348514, + "TP": 0, + "n_pred": 1950, + "n_ref": 0 + }, + "14": { + "Dice": 0.5738724727838258, + "FN": 4120, + "FP": 264, + "IoU": 0.40239912758996726, + "TN": 343128, + "TP": 2952, + "n_pred": 3216, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13449, + "IoU": 0.0, + "TN": 337015, + "TP": 0, + "n_pred": 13449, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1271, + "IoU": 0.0, + "TN": 349193, + "TP": 0, + "n_pred": 1271, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 350339, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.04212399881340848, + "FN": 9254, + "FP": 433, + "IoU": 0.021515151515151515, + "TN": 340564, + "TP": 213, + "n_pred": 646, + "n_ref": 9467 + }, + "6": { + "Dice": 0.71408516612073, + "FN": 3909, + "FP": 12588, + "IoU": 0.5553129548762736, + "TN": 313366, + "TP": 20601, + "n_pred": 33189, + "n_ref": 24510 + }, + "7": { + "Dice": 0.1824890976182489, + "FN": 2417, + "FP": 20, + "IoU": 0.10040605389442599, + "TN": 347755, + "TP": 272, + "n_pred": 292, + "n_ref": 2689 + }, + "8": { + "Dice": 0.7049382377913506, + "FN": 10257, + "FP": 516, + "IoU": 0.544327891041367, + "TN": 326822, + "TP": 12869, + "n_pred": 13385, + "n_ref": 23126 + }, + "9": { + "Dice": 0.33075769807403993, + "FN": 2939, + "FP": 2864, + "IoU": 0.19814840403482106, + "TN": 343227, + "TP": 1434, + "n_pred": 4298, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.895784996133024, + "FN": 6532, + "FP": 1014, + "IoU": 0.811241463841709, + "TN": 135255, + "TP": 32431, + "n_pred": 33445, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "13": { + "Dice": 0.8300405268490375, + "FN": 168, + "FP": 1174, + "IoU": 0.7094609222775492, + "TN": 170613, + "TP": 3277, + "n_pred": 4451, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.804126704107723, + "FN": 16393, + "FP": 1150, + "IoU": 0.672417978451254, + "TN": 121679, + "TP": 36010, + "n_pred": 37160, + "n_ref": 52403 + }, + "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": 1531, + "IoU": 0.0, + "TN": 173701, + "TP": 0, + "n_pred": 1531, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743296092788655, + "FN": 357, + "FP": 1750, + "IoU": 0.9499441712398736, + "TN": 133139, + "TP": 39986, + "n_pred": 41736, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14162, + "IoU": 0.0, + "TN": 161070, + "TP": 0, + "n_pred": 14162, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7470287508424703, + "FN": 15379, + "FP": 10, + "IoU": 0.5962058198420404, + "TN": 312353, + "TP": 22722, + "n_pred": 22732, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5798, + "IoU": 0.0, + "TN": 344666, + "TP": 0, + "n_pred": 5798, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.908966856191929, + "FN": 1099, + "FP": 15312, + "IoU": 0.8331248792491586, + "TN": 252121, + "TP": 81932, + "n_pred": 97244, + "n_ref": 83031 + }, + "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_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "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": 0.0, + "FN": 3567, + "FP": 0, + "IoU": 0.0, + "TN": 171665, + "TP": 0, + "n_pred": 0, + "n_ref": 3567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3567, + "IoU": 0.0, + "TN": 171665, + "TP": 0, + "n_pred": 3567, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9363862188141268, + "FN": 168, + "FP": 421, + "IoU": 0.8803818034118602, + "TN": 170308, + "TP": 4335, + "n_pred": 4756, + "n_ref": 4503 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.7346195850018201, + "FN": 288, + "FP": 441, + "IoU": 0.5805523590333717, + "TN": 173494, + "TP": 1009, + "n_pred": 1450, + "n_ref": 1297 + }, + "11": { + "Dice": 0.26103286384976526, + "FN": 3047, + "FP": 101, + "IoU": 0.15010799136069114, + "TN": 171528, + "TP": 556, + "n_pred": 657, + "n_ref": 3603 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.8747721217220586, + "FN": 363, + "FP": 530, + "IoU": 0.7774177467597209, + "TN": 171220, + "TP": 3119, + "n_pred": 3649, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9661156501361707, + "FN": 307, + "FP": 228, + "IoU": 0.9344523401127175, + "TN": 167070, + "TP": 7627, + "n_pred": 7855, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8484735882578353, + "FN": 4664, + "FP": 8385, + "IoU": 0.7368251215134219, + "TN": 125649, + "TP": 36534, + "n_pred": 44919, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3051, + "IoU": 0.0, + "TN": 172181, + "TP": 0, + "n_pred": 3051, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6978177715402185, + "FN": 10884, + "FP": 97, + "IoU": 0.535883347421809, + "TN": 151572, + "TP": 12679, + "n_pred": 12776, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.22656412972781953, + "FN": 1650.8953846153847, + "FP": 965.2738461538462, + "IoU": 0.1825507621532572, + "TN": 211198.70358974356, + "TP": 1855.281025641026, + "n_pred": 2820.554871794872, + "n_ref": 3506.1764102564107 + }, + "mean": { + "1": { + "Dice": 0.12092891527039418, + "FN": 1840.2769230769231, + "FP": 256.36923076923074, + "IoU": 0.09526096653005998, + "TN": 212251.43076923076, + "TP": 1322.076923076923, + "n_pred": 1578.446153846154, + "n_ref": 3162.3538461538465 + }, + "10": { + "Dice": 0.16203951870558547, + "FN": 1587.9384615384618, + "FP": 360.59999999999997, + "IoU": 0.12217305785291104, + "TN": 213302.3846153846, + "TP": 419.23076923076917, + "n_pred": 779.8307692307693, + "n_ref": 2007.1692307692308 + }, + "11": { + "Dice": 0.05407573164845773, + "FN": 114.6, + "FP": 14.230769230769232, + "IoU": 0.030960565408288464, + "TN": 215532.6769230769, + "TP": 8.646153846153846, + "n_pred": 22.876923076923077, + "n_ref": 123.24615384615386 + }, + "12": { + "Dice": 0.0, + "FN": 100.07692307692307, + "FP": 4.753846153846153, + "IoU": 0.0, + "TN": 215565.3230769231, + "TP": 0.0, + "n_pred": 4.753846153846153, + "n_ref": 100.07692307692307 + }, + "13": { + "Dice": 0.24247096383278838, + "FN": 1431.4153846153845, + "FP": 489.87692307692305, + "IoU": 0.1801429383832311, + "TN": 213075.6, + "TP": 673.2615384615385, + "n_pred": 1163.1384615384616, + "n_ref": 2104.6769230769232 + }, + "14": { + "Dice": 0.444549197038532, + "FN": 4185.492307692308, + "FP": 2068.3846153846157, + "IoU": 0.35657674285549934, + "TN": 205561.4769230769, + "TP": 3854.8, + "n_pred": 5923.184615384615, + "n_ref": 8040.292307692306 + }, + "15": { + "Dice": 0.15002255207623233, + "FN": 1164.9999999999998, + "FP": 575.8923076923077, + "IoU": 0.0969287403997996, + "TN": 213479.9076923077, + "TP": 449.3538461538462, + "n_pred": 1025.246153846154, + "n_ref": 1614.353846153846 + }, + "2": { + "Dice": 0.24534944457861435, + "FN": 803.8307692307693, + "FP": 1082.353846153846, + "IoU": 0.21212743596753758, + "TN": 212186.1846153846, + "TP": 1597.7846153846153, + "n_pred": 2680.1384615384613, + "n_ref": 2401.6153846153848 + }, + "3": { + "Dice": 0.25579878176585974, + "FN": 2384.476923076923, + "FP": 216.53846153846152, + "IoU": 0.215415547653043, + "TN": 212474.6153846154, + "TP": 594.5230769230769, + "n_pred": 811.0615384615385, + "n_ref": 2979.0 + }, + "4": { + "Dice": 0.0376783488017731, + "FN": 371.44615384615383, + "FP": 159.29230769230767, + "IoU": 0.023212152244410308, + "TN": 215097.5692307692, + "TP": 41.84615384615385, + "n_pred": 201.1384615384615, + "n_ref": 413.2923076923077 + }, + "5": { + "Dice": 0.013534680557658222, + "FN": 428.276923076923, + "FP": 33.107692307692304, + "IoU": 0.006961039525456035, + "TN": 215200.03076923074, + "TP": 8.73846153846154, + "n_pred": 41.84615384615385, + "n_ref": 437.01538461538456 + }, + "6": { + "Dice": 0.41301195858214595, + "FN": 3739.5538461538454, + "FP": 6663.4, + "IoU": 0.3652608602590247, + "TN": 192016.7076923077, + "TP": 13250.492307692306, + "n_pred": 19913.892307692306, + "n_ref": 16990.046153846153 + }, + "7": { + "Dice": 0.28580071841553173, + "FN": 3791.6923076923076, + "FP": 1029.5384615384614, + "IoU": 0.2234615259395309, + "TN": 208878.66153846154, + "TP": 1970.2615384615383, + "n_pred": 2999.8, + "n_ref": 5761.953846153847 + }, + "8": { + "Dice": 0.4690114519593065, + "FN": 1710.230769230769, + "FP": 484.9076923076923, + "IoU": 0.4153619131259315, + "TN": 211625.26153846155, + "TP": 1849.753846153846, + "n_pred": 2334.661538461539, + "n_ref": 3559.9846153846156 + }, + "9": { + "Dice": 0.5041896826844137, + "FN": 1109.123076923077, + "FP": 1039.8615384615384, + "IoU": 0.3944179461541345, + "TN": 211732.7230769231, + "TP": 1788.446153846154, + "n_pred": 2828.3076923076924, + "n_ref": 2897.5692307692307 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_002/summary.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9dd981ee7ff9f6c3b60ddfc8004ee19f529d6d0 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.49941492862559805, + "FN": 57796.07200000001, + "FP": 33960.026666666665, + "IoU": 0.39190401651304, + "TN": 96236410.28266667, + "TP": 128794.45866666667, + "n_pred": 162754.48533333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6573092800075296, + "FN": 84110.44, + "FP": 19702.64, + "IoU": 0.5340433351619073, + "TN": 96242970.06, + "TP": 110177.7, + "n_pred": 129880.34, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.47623528919990077, + "FN": 41777.48, + "FP": 18901.4, + "IoU": 0.33685994320402446, + "TN": 96363836.88, + "TP": 32445.08, + "n_pred": 51346.48, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.017666236784900983, + "FN": 3664.12, + "FP": 0.42, + "IoU": 0.009373848003797642, + "TN": 96453260.04, + "TP": 36.26, + "n_pred": 36.68, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.28962548093641227, + "FN": 46035.84, + "FP": 6013.04, + "IoU": 0.18484423535099237, + "TN": 96393089.66, + "TP": 11822.3, + "n_pred": 17835.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6314955246300015, + "FN": 50227.16, + "FP": 46869.96, + "IoU": 0.5279488322776827, + "TN": 96271732.74, + "TP": 88130.98, + "n_pred": 135000.94, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5661253089016115, + "FN": 31518.98, + "FP": 7358.14, + "IoU": 0.4389956017672747, + "TN": 96395555.66, + "TP": 22528.06, + "n_pred": 29886.2, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.47772282926597387, + "FN": 95499.42, + "FP": 19969.44, + "IoU": 0.3366398657407333, + "TN": 96280149.7, + "TP": 61342.28, + "n_pred": 81311.72, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6276972690104363, + "FN": 56394.1, + "FP": 59866.74, + "IoU": 0.4795583498744557, + "TN": 96233691.52, + "TP": 107008.48, + "n_pred": 166875.22, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3551923655630636, + "FN": 20030.44, + "FP": 987.08, + "IoU": 0.2593970631869324, + "TN": 96429396.26, + "TP": 6547.06, + "n_pred": 7534.14, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5268823103577206, + "FN": 10241.9, + "FP": 2647.2, + "IoU": 0.38228234267748257, + "TN": 96437161.48, + "TP": 6910.26, + "n_pred": 9557.46, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8664838225217298, + "FN": 139383.78, + "FP": 258987.94, + "IoU": 0.7764555651499593, + "TN": 94838749.28, + "TP": 1219839.84, + "n_pred": 1478827.78, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.44385625115240834, + "FN": 230248.88, + "FP": 44886.42, + "IoU": 0.31354410759638807, + "TN": 96073149.76, + "TP": 108675.78, + "n_pred": 153562.2, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.824280360408341, + "FN": 29571.1, + "FP": 10251.92, + "IoU": 0.7105895763653881, + "TN": 96314339.74, + "TP": 102798.08, + "n_pred": 113050.0, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7306516006439401, + "FN": 24000.78, + "FP": 12958.06, + "IoU": 0.5880275813385818, + "TN": 96366347.28, + "TP": 53654.72, + "n_pred": 66612.78, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.856471451333723, + "FN": 17974, + "FP": 7068, + "IoU": 0.7489725134826279, + "TN": 119493562, + "TP": 74716, + "n_pred": 81784, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6054202546357441, + "FN": 35225, + "FP": 17058, + "IoU": 0.434123797257368, + "TN": 119500927, + "TP": 40110, + "n_pred": 57168, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0011273957158962795, + "FN": 3544, + "FP": 0, + "IoU": 0.0005640157924421884, + "TN": 119589774, + "TP": 2, + "n_pred": 2, + "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": 0.2831250703591129, + "FN": 42697, + "FP": 8247, + "IoU": 0.16490721919874107, + "TN": 119532316, + "TP": 10060, + "n_pred": 18307, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3870382930302378, + "FN": 187281, + "FP": 3412, + "IoU": 0.23995504131177336, + "TN": 119342423, + "TP": 60204, + "n_pred": 63616, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0007422099942414742, + "FN": 32834, + "FP": 45253, + "IoU": 0.0003712427671667776, + "TN": 119515204, + "TP": 29, + "n_pred": 45282, + "n_ref": 32863 + }, + "2": { + "Dice": 0.5026245642813205, + "FN": 91772, + "FP": 5256, + "IoU": 0.33567036849384474, + "TN": 119447266, + "TP": 49026, + "n_pred": 54282, + "n_ref": 140798 + }, + "3": { + "Dice": 0.770417837252936, + "FN": 15165, + "FP": 77341, + "IoU": 0.6265688138576371, + "TN": 119345601, + "TP": 155213, + "n_pred": 232554, + "n_ref": 170378 + }, + "4": { + "Dice": 0.2169393515225223, + "FN": 68250, + "FP": 0, + "IoU": 0.12166683825800474, + "TN": 119515616, + "TP": 9454, + "n_pred": 9454, + "n_ref": 77704 + }, + "5": { + "Dice": 0.03328815534472494, + "FN": 62950, + "FP": 13369, + "IoU": 0.016925791866860742, + "TN": 119515687, + "TP": 1314, + "n_pred": 14683, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9346730252662866, + "FN": 68115, + "FP": 87581, + "IoU": 0.8773578886425131, + "TN": 118323805, + "TP": 1113819, + "n_pred": 1201400, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45427, + "IoU": 0.0, + "TN": 119547893, + "TP": 0, + "n_pred": 45427, + "n_ref": 0 + }, + "8": { + "Dice": 0.8044516110992012, + "FN": 70736, + "FP": 34163, + "IoU": 0.672872481421537, + "TN": 119272653, + "TP": 215768, + "n_pred": 249931, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7386945053548162, + "FN": 30045, + "FP": 2845, + "IoU": 0.5856586754683228, + "TN": 119513941, + "TP": 46489, + "n_pred": 49334, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8968013757523646, + "FN": 32116, + "FP": 3890, + "IoU": 0.8129101650792661, + "TN": 72633207, + "TP": 156447, + "n_pred": 160337, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4431379487839403, + "FN": 40902, + "FP": 28336, + "IoU": 0.28463533325756557, + "TN": 72728873, + "TP": 27549, + "n_pred": 55885, + "n_ref": 68451 + }, + "11": { + "Dice": 0.12151477320016646, + "FN": 2101, + "FP": 10, + "IoU": 0.06468763845813026, + "TN": 72823403, + "TP": 146, + "n_pred": 156, + "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": 0.19730957251326145, + "FN": 44492, + "FP": 1812, + "IoU": 0.10945283200307722, + "TN": 72773665, + "TP": 5691, + "n_pred": 7503, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8050012521454444, + "FN": 10991, + "FP": 20934, + "IoU": 0.6736419210402568, + "TN": 72727838, + "TP": 65897, + "n_pred": 86831, + "n_ref": 76888 + }, + "15": { + "Dice": 0.81976332006326, + "FN": 12417, + "FP": 803, + "IoU": 0.6945753627206358, + "TN": 72782376, + "TP": 30064, + "n_pred": 30867, + "n_ref": 42481 + }, + "2": { + "Dice": 0.520110329371963, + "FN": 87570, + "FP": 1510, + "IoU": 0.3514520978791872, + "TN": 72688307, + "TP": 48273, + "n_pred": 49783, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7677966875623773, + "FN": 9443, + "FP": 61751, + "IoU": 0.6231087676947348, + "TN": 72636762, + "TP": 117704, + "n_pred": 179455, + "n_ref": 127147 + }, + "4": { + "Dice": 0.21077206365908194, + "FN": 23805, + "FP": 197, + "IoU": 0.1178005660308009, + "TN": 72798453, + "TP": 3205, + "n_pred": 3402, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5753808151502676, + "FN": 5145, + "FP": 12, + "IoU": 0.40388394405271066, + "TN": 72817009, + "TP": 3494, + "n_pred": 3506, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8842408694583331, + "FN": 92746, + "FP": 199202, + "IoU": 0.7925015760606515, + "TN": 71418671, + "TP": 1115041, + "n_pred": 1314243, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5287361532141541, + "FN": 145567, + "FP": 20775, + "IoU": 0.35937548140616815, + "TN": 72566004, + "TP": 93314, + "n_pred": 114089, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9186700155483793, + "FN": 4427, + "FP": 5093, + "IoU": 0.8495741621502046, + "TN": 72762373, + "TP": 53767, + "n_pred": 58860, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7243573179504013, + "FN": 26125, + "FP": 13344, + "IoU": 0.5678371601572337, + "TN": 72734331, + "TP": 51860, + "n_pred": 65204, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5979128544432866, + "FN": 140123, + "FP": 21163, + "IoU": 0.4264448585368629, + "TN": 71528284, + "TP": 119918, + "n_pred": 141081, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5956623666107275, + "FN": 47220, + "FP": 15906, + "IoU": 0.42415894329708825, + "TN": 71699864, + "TP": 46498, + "n_pred": 62404, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.23743759793025543, + "FN": 54127, + "FP": 8654, + "IoU": 0.13471159809799463, + "TN": 71736933, + "TP": 9774, + "n_pred": 18428, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7584739080583792, + "FN": 202329, + "FP": 1370, + "IoU": 0.6109206346780863, + "TN": 71285947, + "TP": 319842, + "n_pred": 321212, + "n_ref": 522171 + }, + "15": { + "Dice": 0.05838921846788754, + "FN": 175230, + "FP": 0, + "IoU": 0.030072566048388438, + "TN": 71628825, + "TP": 5433, + "n_pred": 5433, + "n_ref": 180663 + }, + "2": { + "Dice": 0.08074740972389974, + "FN": 140690, + "FP": 111, + "IoU": 0.04207232030479301, + "TN": 71662503, + "TP": 6184, + "n_pred": 6295, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6590779142170774, + "FN": 27653, + "FP": 135124, + "IoU": 0.4915109693582699, + "TN": 71489369, + "TP": 157342, + "n_pred": 292466, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6904050743363426, + "FN": 3689, + "FP": 5536, + "IoU": 0.5271897903746604, + "TN": 71789977, + "TP": 10286, + "n_pred": 15822, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8022662311147407, + "FN": 2484, + "FP": 1390, + "IoU": 0.6698201653456064, + "TN": 71797755, + "TP": 7859, + "n_pred": 9249, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9242612118283006, + "FN": 46264, + "FP": 150721, + "IoU": 0.859187399386382, + "TN": 70410572, + "TP": 1201931, + "n_pred": 1352652, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7160898612330168, + "FN": 87063, + "FP": 30354, + "IoU": 0.55774141788515, + "TN": 71543994, + "TP": 148077, + "n_pred": 178431, + "n_ref": 235140 + }, + "8": { + "Dice": 0.927779614044901, + "FN": 8254, + "FP": 3108, + "IoU": 0.86528816854985, + "TN": 71725145, + "TP": 72981, + "n_pred": 76089, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8303955044287928, + "FN": 22250, + "FP": 4672, + "IoU": 0.7099797474899815, + "TN": 71716660, + "TP": 65906, + "n_pred": 70578, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7910168976152209, + "FN": 68514, + "FP": 8462, + "IoU": 0.654282839896522, + "TN": 135222854, + "TP": 145680, + "n_pred": 154142, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5905908560517662, + "FN": 40595, + "FP": 21157, + "IoU": 0.4190343581831182, + "TN": 135339218, + "TP": 44540, + "n_pred": 65697, + "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": 0.5260949297031176, + "FN": 24651, + "FP": 4034, + "IoU": 0.3569394938014213, + "TN": 135400903, + "TP": 15922, + "n_pred": 19956, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8953193640729936, + "FN": 11968, + "FP": 18676, + "IoU": 0.8104780105262507, + "TN": 135283819, + "TP": 131047, + "n_pred": 149723, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6480531856961336, + "FN": 22738, + "FP": 8284, + "IoU": 0.47934813621334943, + "TN": 135385927, + "TP": 28561, + "n_pred": 36845, + "n_ref": 51299 + }, + "2": { + "Dice": 0.44394473838918286, + "FN": 149127, + "FP": 2209, + "IoU": 0.2853013959990177, + "TN": 135233762, + "TP": 60412, + "n_pred": 62621, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7104262520196876, + "FN": 36480, + "FP": 118724, + "IoU": 0.5509000575828513, + "TN": 135099921, + "TP": 190385, + "n_pred": 309109, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6247600595590478, + "FN": 19428, + "FP": 1489, + "IoU": 0.45429167753717714, + "TN": 135407180, + "TP": 17413, + "n_pred": 18902, + "n_ref": 36841 + }, + "5": { + "Dice": 0.4852167647412033, + "FN": 17943, + "FP": 3490, + "IoU": 0.32032092344770724, + "TN": 135413976, + "TP": 10101, + "n_pred": 13591, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9448121547453845, + "FN": 72604, + "FP": 113118, + "IoU": 0.8953971171999261, + "TN": 133670014, + "TP": 1589774, + "n_pred": 1702892, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.45383719110307286, + "FN": 94582, + "FP": 156666, + "IoU": 0.2935248400049489, + "TN": 135089874, + "TP": 104388, + "n_pred": 261054, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8476211674364253, + "FN": 61140, + "FP": 21012, + "IoU": 0.7355403826281786, + "TN": 135134869, + "TP": 228489, + "n_pred": 249501, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8084276105225324, + "FN": 27183, + "FP": 6396, + "IoU": 0.6784544671071531, + "TN": 135341080, + "TP": 70851, + "n_pred": 77247, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5316709729456315, + "FN": 158986, + "FP": 12303, + "IoU": 0.36209253045431017, + "TN": 105485488, + "TP": 97228, + "n_pred": 109531, + "n_ref": 256214 + }, + "10": { + "Dice": 0.21991645844856855, + "FN": 48955, + "FP": 32843, + "IoU": 0.12354277387279274, + "TN": 105660677, + "TP": 11530, + "n_pred": 44373, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.32878876535985957, + "FN": 64045, + "FP": 4781, + "IoU": 0.19673680893526138, + "TN": 105668322, + "TP": 16857, + "n_pred": 21638, + "n_ref": 80902 + }, + "14": { + "Dice": 0.907146110827557, + "FN": 31609, + "FP": 2229, + "IoU": 0.8300708080148647, + "TN": 105554875, + "TP": 165292, + "n_pred": 167521, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8178566747186488, + "FN": 6094, + "FP": 3633, + "IoU": 0.6918422303183906, + "TN": 105722440, + "TP": 21838, + "n_pred": 25471, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7093035145636741, + "FN": 55775, + "FP": 23827, + "IoU": 0.5495509769858021, + "TN": 105577288, + "TP": 97115, + "n_pred": 120942, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8135983051316505, + "FN": 39162, + "FP": 21459, + "IoU": 0.6857696753559784, + "TN": 105561086, + "TP": 132298, + "n_pred": 153757, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0012720156555772995, + "FN": 40828, + "FP": 0, + "IoU": 0.0006364125911783424, + "TN": 105713151, + "TP": 26, + "n_pred": 26, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6609246697607997, + "FN": 4960, + "FP": 2638, + "IoU": 0.49356795307605145, + "TN": 105739002, + "TP": 7405, + "n_pred": 10043, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9069606465605721, + "FN": 111693, + "FP": 180652, + "IoU": 0.8297602860378919, + "TN": 104036750, + "TP": 1424910, + "n_pred": 1605562, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5159071032941405, + "FN": 148925, + "FP": 75256, + "IoU": 0.34762453512126135, + "TN": 105410367, + "TP": 119457, + "n_pred": 194713, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8305762406916888, + "FN": 22192, + "FP": 4928, + "IoU": 0.7102440275225437, + "TN": 105660409, + "TP": 66476, + "n_pred": 71404, + "n_ref": 88668 + }, + "9": { + "Dice": 0.690678735465996, + "FN": 23454, + "FP": 22543, + "IoU": 0.5275089881869542, + "TN": 105656655, + "TP": 51353, + "n_pred": 73896, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7691232619048511, + "FN": 47984, + "FP": 75252, + "IoU": 0.6248580691313679, + "TN": 96809375, + "TP": 205269, + "n_pred": 280521, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6668447969549096, + "FN": 41446, + "FP": 29625, + "IoU": 0.5002004233503752, + "TN": 96995681, + "TP": 71128, + "n_pred": 100753, + "n_ref": 112574 + }, + "11": { + "Dice": 0.12578947368421053, + "FN": 3322, + "FP": 0, + "IoU": 0.06711597865768043, + "TN": 97134319, + "TP": 239, + "n_pred": 239, + "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": 0.476356481664884, + "FN": 31860, + "FP": 7795, + "IoU": 0.3126430007626707, + "TN": 97080188, + "TP": 18037, + "n_pred": 25832, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8113475365471863, + "FN": 80982, + "FP": 4344, + "IoU": 0.682577592268116, + "TN": 96869071, + "TP": 183483, + "n_pred": 187827, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6859677419354838, + "FN": 9613, + "FP": 2069, + "IoU": 0.522032650055235, + "TN": 97113439, + "TP": 12759, + "n_pred": 14828, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5025458378749034, + "FN": 88900, + "FP": 8311, + "IoU": 0.3356001476277048, + "TN": 96991566, + "TP": 49103, + "n_pred": 57414, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6615460059100183, + "FN": 28281, + "FP": 104924, + "IoU": 0.49426129611560177, + "TN": 96874493, + "TP": 130182, + "n_pred": 235106, + "n_ref": 158463 + }, + "4": { + "Dice": 0.705852683854197, + "FN": 9303, + "FP": 5860, + "IoU": 0.5454191150017987, + "TN": 97104524, + "TP": 18193, + "n_pred": 24053, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6834746392979325, + "FN": 5443, + "FP": 3069, + "IoU": 0.5191503784883064, + "TN": 97120178, + "TP": 9190, + "n_pred": 12259, + "n_ref": 14633 + }, + "6": { + "Dice": 0.838279245431019, + "FN": 132423, + "FP": 395375, + "IoU": 0.7215841174689485, + "TN": 95242162, + "TP": 1367920, + "n_pred": 1763295, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.833401621202045, + "FN": 51863, + "FP": 29052, + "IoU": 0.7143860615173914, + "TN": 96854578, + "TP": 202387, + "n_pred": 231439, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7918945436706216, + "FN": 40889, + "FP": 4925, + "IoU": 0.655484618103338, + "TN": 97004899, + "TP": 87167, + "n_pred": 92092, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6378931084987685, + "FN": 10437, + "FP": 55574, + "IoU": 0.4683135460798685, + "TN": 97013726, + "TP": 58143, + "n_pred": 113717, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495342499364687, + "FN": 10972, + "FP": 6305, + "IoU": 0.9039173812940038, + "TN": 130586978, + "TP": 162537, + "n_pred": 168842, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4836684294393621, + "FN": 39155, + "FP": 42176, + "IoU": 0.31897273579849944, + "TN": 130647368, + "TP": 38093, + "n_pred": 80269, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.33437507876099504, + "FN": 48100, + "FP": 4720, + "IoU": 0.2007505258220225, + "TN": 130700705, + "TP": 13267, + "n_pred": 17987, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8772115114589566, + "FN": 15738, + "FP": 24488, + "IoU": 0.7812793953728625, + "TN": 130582877, + "TP": 143689, + "n_pred": 168177, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8087342540597966, + "FN": 7475, + "FP": 2607, + "IoU": 0.678886517820174, + "TN": 130735395, + "TP": 21315, + "n_pred": 23922, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5164926081061765, + "FN": 106712, + "FP": 4911, + "IoU": 0.34815641022646315, + "TN": 130595550, + "TP": 59619, + "n_pred": 64530, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6997572188122475, + "FN": 27991, + "FP": 90483, + "IoU": 0.5381742770938744, + "TN": 130510258, + "TP": 138060, + "n_pred": 228543, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6171117460460303, + "FN": 16221, + "FP": 798, + "IoU": 0.44624845448038003, + "TN": 130736058, + "TP": 13715, + "n_pred": 14513, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5807447737846129, + "FN": 17016, + "FP": 3621, + "IoU": 0.4091898081878042, + "TN": 130731862, + "TP": 14293, + "n_pred": 17914, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9265983284211619, + "FN": 50629, + "FP": 153191, + "IoU": 0.8632354066099531, + "TN": 129276494, + "TP": 1286478, + "n_pred": 1439669, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5996559810526746, + "FN": 240217, + "FP": 33957, + "IoU": 0.4282204750682989, + "TN": 130287282, + "TP": 205336, + "n_pred": 239293, + "n_ref": 445553 + }, + "8": { + "Dice": 0.906184662544263, + "FN": 15894, + "FP": 28483, + "IoU": 0.8284622015376825, + "TN": 130508091, + "TP": 214324, + "n_pred": 242807, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8131979374268451, + "FN": 24911, + "FP": 10519, + "IoU": 0.6852009809148096, + "TN": 130654244, + "TP": 77118, + "n_pred": 87637, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6433574456265775, + "FN": 94295, + "FP": 23835, + "IoU": 0.47422767592876947, + "TN": 72011329, + "TP": 106549, + "n_pred": 130384, + "n_ref": 200844 + }, + "10": { + "Dice": 0.20607681872942693, + "FN": 51801, + "FP": 31892, + "IoU": 0.11487494051081382, + "TN": 72141453, + "TP": 10862, + "n_pred": 42754, + "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": 0.11329015310524215, + "FN": 66039, + "FP": 2822, + "IoU": 0.060046410046410044, + "TN": 72162748, + "TP": 4399, + "n_pred": 7221, + "n_ref": 70438 + }, + "14": { + "Dice": 0.12052437025311996, + "FN": 35355, + "FP": 526374, + "IoU": 0.06412659379326546, + "TN": 71635789, + "TP": 38490, + "n_pred": 564864, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7283657805448496, + "FN": 6205, + "FP": 10287, + "IoU": 0.5727793176696112, + "TN": 72197405, + "TP": 22111, + "n_pred": 32398, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3002293565832755, + "FN": 98955, + "FP": 33154, + "IoU": 0.1766293339316543, + "TN": 72075559, + "TP": 28340, + "n_pred": 61494, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7451022843176875, + "FN": 13375, + "FP": 92587, + "IoU": 0.5937553913806919, + "TN": 71975175, + "TP": 154871, + "n_pred": 247458, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8005216669630684, + "FN": 1475, + "FP": 1890, + "IoU": 0.6673915192250667, + "TN": 72225891, + "TP": 6752, + "n_pred": 8642, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7212293410603133, + "FN": 167714, + "FP": 871320, + "IoU": 0.5640021031279623, + "TN": 69852891, + "TP": 1344083, + "n_pred": 2215403, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.492415116028706, + "FN": 200899, + "FP": 84350, + "IoU": 0.3266251348524944, + "TN": 71812397, + "TP": 138362, + "n_pred": 222712, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8442252363337444, + "FN": 12121, + "FP": 8345, + "IoU": 0.7304409672830725, + "TN": 72160084, + "TP": 55458, + "n_pred": 63803, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3345491443615621, + "FN": 37421, + "FP": 11109, + "IoU": 0.20087602298737012, + "TN": 72175279, + "TP": 12199, + "n_pred": 23308, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0006389676775862606, + "FN": 88951, + "FP": 39299, + "IoU": 0.0003195859413364928, + "TN": 52424829, + "TP": 41, + "n_pred": 39340, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 26, + "IoU": 0.0, + "TN": 52505910, + "TP": 0, + "n_pred": 26, + "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": 0.01766186227407916, + "FN": 21422, + "FP": 47, + "IoU": 0.008909611300895577, + "TN": 52531458, + "TP": 193, + "n_pred": 240, + "n_ref": 21615 + }, + "14": { + "Dice": 0.05642013220215479, + "FN": 54211, + "FP": 176, + "IoU": 0.029028975416421188, + "TN": 52497107, + "TP": 1626, + "n_pred": 1802, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 4370, + "IoU": 0.0, + "TN": 52523481, + "TP": 0, + "n_pred": 4370, + "n_ref": 25269 + }, + "2": { + "Dice": 5.922416345869114e-05, + "FN": 135072, + "FP": 0, + "IoU": 2.9612958630696793e-05, + "TN": 52418044, + "TP": 4, + "n_pred": 4, + "n_ref": 135076 + }, + "3": { + "Dice": 0.5890437321064302, + "FN": 43615, + "FP": 95190, + "IoU": 0.4174783765522509, + "TN": 52314837, + "TP": 99478, + "n_pred": 194668, + "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": 0.5752335519777381, + "FN": 3388, + "FP": 886, + "IoU": 0.4037388392857143, + "TN": 52545952, + "TP": 2894, + "n_pred": 3780, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8245717867294026, + "FN": 159108, + "FP": 102029, + "IoU": 0.7015075675570639, + "TN": 51678267, + "TP": 613716, + "n_pred": 715745, + "n_ref": 772824 + }, + "7": { + "Dice": 0.10388298173714329, + "FN": 182063, + "FP": 7731, + "IoU": 0.05478722079733061, + "TN": 52352325, + "TP": 11001, + "n_pred": 18732, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7419742985031526, + "FN": 13284, + "FP": 18882, + "IoU": 0.5897926390695539, + "TN": 52474706, + "TP": 46248, + "n_pred": 65130, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6381063026430439, + "FN": 40741, + "FP": 1623, + "IoU": 0.46854339944551077, + "TN": 52473407, + "TP": 37349, + "n_pred": 38972, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8276853403434893, + "FN": 26987, + "FP": 83659, + "IoU": 0.7060266060189011, + "TN": 143760869, + "TP": 265735, + "n_pred": 349394, + "n_ref": 292722 + }, + "10": { + "Dice": 0.511272388308143, + "FN": 59885, + "FP": 13517, + "IoU": 0.3434291030090522, + "TN": 144025454, + "TP": 38394, + "n_pred": 51911, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.3905706246323295, + "FN": 76748, + "FP": 9237, + "IoU": 0.24267646074442037, + "TN": 144023712, + "TP": 27553, + "n_pred": 36790, + "n_ref": 104301 + }, + "14": { + "Dice": 0.926552633827211, + "FN": 52199, + "FP": 4541, + "IoU": 0.8631560922550786, + "TN": 143722617, + "TP": 357893, + "n_pred": 362434, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8310235110721989, + "FN": 3208, + "FP": 4705, + "IoU": 0.710898396112674, + "TN": 144109879, + "TP": 19458, + "n_pred": 24163, + "n_ref": 22666 + }, + "2": { + "Dice": 0.3071866676441121, + "FN": 112895, + "FP": 513, + "IoU": 0.18146517502706605, + "TN": 143998700, + "TP": 25142, + "n_pred": 25655, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7123804856355873, + "FN": 17209, + "FP": 109557, + "IoU": 0.5532538748352446, + "TN": 143853496, + "TP": 156988, + "n_pred": 266545, + "n_ref": 174197 + }, + "4": { + "Dice": 0.54486539697297, + "FN": 31244, + "FP": 2045, + "IoU": 0.3744432960631401, + "TN": 144084035, + "TP": 19926, + "n_pred": 21971, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6256386015308256, + "FN": 14926, + "FP": 5665, + "IoU": 0.45522131386088843, + "TN": 144099453, + "TP": 17206, + "n_pred": 22871, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8114043679648212, + "FN": 99416, + "FP": 485926, + "IoU": 0.6826580429001662, + "TN": 142292735, + "TP": 1259173, + "n_pred": 1745099, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5814204958311268, + "FN": 131037, + "FP": 38900, + "IoU": 0.4098610575737687, + "TN": 143849289, + "TP": 118024, + "n_pred": 156924, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8232996360143227, + "FN": 48278, + "FP": 29347, + "IoU": 0.6996680388758202, + "TN": 143878786, + "TP": 180839, + "n_pred": 210186, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8500945137044872, + "FN": 18907, + "FP": 7739, + "IoU": 0.7392733784087907, + "TN": 144035051, + "TP": 75553, + "n_pred": 83292, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9429101531277098, + "FN": 19368, + "FP": 4202, + "IoU": 0.8919867652854537, + "TN": 111560706, + "TP": 194644, + "n_pred": 198846, + "n_ref": 214012 + }, + "10": { + "Dice": 0.2525018012969338, + "FN": 36540, + "FP": 19482, + "IoU": 0.14449331134322888, + "TN": 111713436, + "TP": 9462, + "n_pred": 28944, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.34342184757904426, + "FN": 41006, + "FP": 4638, + "IoU": 0.20730796616939615, + "TN": 111721339, + "TP": 11937, + "n_pred": 16575, + "n_ref": 52943 + }, + "14": { + "Dice": 0.742623277216114, + "FN": 8054, + "FP": 50117, + "IoU": 0.5906131899530589, + "TN": 111636827, + "TP": 83922, + "n_pred": 134039, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5672173040065711, + "FN": 4517, + "FP": 4967, + "IoU": 0.39588508822217977, + "TN": 111763221, + "TP": 6215, + "n_pred": 11182, + "n_ref": 10732 + }, + "2": { + "Dice": 0.3540931769790574, + "FN": 161740, + "FP": 858, + "IoU": 0.21513561522829408, + "TN": 111571753, + "TP": 44569, + "n_pred": 45427, + "n_ref": 206309 + }, + "3": { + "Dice": 0.48913805185704273, + "FN": 9344, + "FP": 103651, + "IoU": 0.323747680890538, + "TN": 111611830, + "TP": 54095, + "n_pred": 157746, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7779606795664192, + "FN": 6155, + "FP": 994, + "IoU": 0.636608549789051, + "TN": 111759247, + "TP": 12524, + "n_pred": 13518, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5133465211126578, + "FN": 15906, + "FP": 4021, + "IoU": 0.3453034136084371, + "TN": 111748483, + "TP": 10510, + "n_pred": 14531, + "n_ref": 26416 + }, + "6": { + "Dice": 0.95013810327662, + "FN": 89084, + "FP": 31163, + "IoU": 0.9050124652032824, + "TN": 110512996, + "TP": 1145677, + "n_pred": 1176840, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.35553553404045685, + "FN": 164599, + "FP": 102924, + "IoU": 0.21620140866528378, + "TN": 111437604, + "TP": 73793, + "n_pred": 176717, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8530577148766573, + "FN": 57001, + "FP": 18875, + "IoU": 0.743766906095819, + "TN": 111482799, + "TP": 220245, + "n_pred": 239120, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7007409783480353, + "FN": 25725, + "FP": 20922, + "IoU": 0.5393389360168278, + "TN": 111677659, + "TP": 54614, + "n_pred": 75536, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3892946136800628, + "FN": 120254, + "FP": 21404, + "IoU": 0.2416920046250696, + "TN": 198901067, + "TP": 45150, + "n_pred": 66554, + "n_ref": 165404 + }, + "10": { + "Dice": 0.21626227645651486, + "FN": 53229, + "FP": 18512, + "IoU": 0.12124107350653486, + "TN": 199006236, + "TP": 9898, + "n_pred": 28410, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0015871278458844133, + "FN": 35565, + "FP": 921, + "IoU": 0.000794194166780775, + "TN": 199051360, + "TP": 29, + "n_pred": 950, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5953074027603513, + "FN": 23225, + "FP": 9029, + "IoU": 0.42379906032834913, + "TN": 199031898, + "TP": 23723, + "n_pred": 32752, + "n_ref": 46948 + }, + "15": { + "Dice": 0.439754679797517, + "FN": 98735, + "FP": 2754, + "IoU": 0.28184970280215116, + "TN": 198946555, + "TP": 39831, + "n_pred": 42585, + "n_ref": 138566 + }, + "2": { + "Dice": 0.2964068953481608, + "FN": 106649, + "FP": 2206, + "IoU": 0.17398925514478236, + "TN": 198956091, + "TP": 22929, + "n_pred": 25135, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6468660912812872, + "FN": 23335, + "FP": 102767, + "IoU": 0.4780503149860512, + "TN": 198846277, + "TP": 115496, + "n_pred": 218263, + "n_ref": 138831 + }, + "4": { + "Dice": 0.2832588176850472, + "FN": 14269, + "FP": 159, + "IoU": 0.16499797441981595, + "TN": 199070596, + "TP": 2851, + "n_pred": 3010, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6100509595576277, + "FN": 8815, + "FP": 5571, + "IoU": 0.4389016732321853, + "TN": 199062236, + "TP": 11253, + "n_pred": 16824, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8807391489581609, + "FN": 72787, + "FP": 220300, + "IoU": 0.7868935540257164, + "TN": 197712567, + "TP": 1082221, + "n_pred": 1302521, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.34476279162578777, + "FN": 114710, + "FP": 42906, + "IoU": 0.20828603289096956, + "TN": 198888793, + "TP": 41466, + "n_pred": 84372, + "n_ref": 156176 + }, + "8": { + "Dice": 0.819380037249898, + "FN": 20909, + "FP": 22052, + "IoU": 0.6940252266624883, + "TN": 198947468, + "TP": 97446, + "n_pred": 119498, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7623239633552948, + "FN": 35248, + "FP": 7248, + "IoU": 0.6159317469068298, + "TN": 198977228, + "TP": 68151, + "n_pred": 75399, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8132594770438107, + "FN": 38878, + "FP": 27940, + "IoU": 0.6852883686974542, + "TN": 130862877, + "TP": 145497, + "n_pred": 173437, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5691951856769606, + "FN": 29565, + "FP": 50899, + "IoU": 0.39781469839844336, + "TN": 130941572, + "TP": 53156, + "n_pred": 104055, + "n_ref": 82721 + }, + "11": { + "Dice": 0.19973486522315512, + "FN": 3619, + "FP": 3, + "IoU": 0.11094747177221403, + "TN": 131071118, + "TP": 452, + "n_pred": 455, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2616450717057829, + "FN": 75225, + "FP": 9056, + "IoU": 0.1505130324349386, + "TN": 130975978, + "TP": 14933, + "n_pred": 23989, + "n_ref": 90158 + }, + "14": { + "Dice": 0.08043066215082496, + "FN": 41082, + "FP": 314052, + "IoU": 0.04190036825705151, + "TN": 130704527, + "TP": 15531, + "n_pred": 329583, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7231905656709648, + "FN": 5257, + "FP": 11831, + "IoU": 0.5664044658716062, + "TN": 131035782, + "TP": 22322, + "n_pred": 34153, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5895597655717596, + "FN": 84558, + "FP": 20841, + "IoU": 0.4179969850411658, + "TN": 130894095, + "TP": 75698, + "n_pred": 96539, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7376248856701076, + "FN": 32406, + "FP": 79757, + "IoU": 0.584315135253329, + "TN": 130805365, + "TP": 157664, + "n_pred": 237421, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 7, + "IoU": 0.0, + "TN": 131002105, + "TP": 0, + "n_pred": 7, + "n_ref": 73080 + }, + "5": { + "Dice": 0.44248967079834733, + "FN": 9719, + "FP": 2830, + "IoU": 0.2841006332363512, + "TN": 131057663, + "TP": 4980, + "n_pred": 7810, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7690608521770096, + "FN": 64176, + "FP": 778902, + "IoU": 0.6247756873580244, + "TN": 128828328, + "TP": 1403786, + "n_pred": 2182688, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.36332847662961226, + "FN": 571195, + "FP": 150681, + "IoU": 0.22199230049619983, + "TN": 130147340, + "TP": 205976, + "n_pred": 356657, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8717181187173914, + "FN": 24514, + "FP": 5999, + "IoU": 0.7726066802796119, + "TN": 130941006, + "TP": 103673, + "n_pred": 109672, + "n_ref": 128187 + }, + "9": { + "Dice": 0.4729042022611151, + "FN": 42265, + "FP": 9626, + "IoU": 0.30967553113650576, + "TN": 131000023, + "TP": 23278, + "n_pred": 32904, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7843929705206059, + "FN": 25529, + "FP": 78927, + "IoU": 0.6452685378567912, + "TN": 101322735, + "TP": 190009, + "n_pred": 268936, + "n_ref": 215538 + }, + "10": { + "Dice": 0.48662443965460245, + "FN": 27423, + "FP": 11400, + "IoU": 0.32154902748894676, + "TN": 101559977, + "TP": 18400, + "n_pred": 29800, + "n_ref": 45823 + }, + "11": { + "Dice": 0.020754340451007783, + "FN": 4907, + "FP": 0, + "IoU": 0.01048598507763662, + "TN": 101612241, + "TP": 52, + "n_pred": 52, + "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": 0.6760691883672305, + "FN": 24516, + "FP": 9568, + "IoU": 0.5106529604318613, + "TN": 101547548, + "TP": 35568, + "n_pred": 45136, + "n_ref": 60084 + }, + "14": { + "Dice": 0.849408077994429, + "FN": 8101, + "FP": 10929, + "IoU": 0.7382357391435921, + "TN": 101544501, + "TP": 53669, + "n_pred": 64598, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7712197536615905, + "FN": 6780, + "FP": 8934, + "IoU": 0.6276303317535545, + "TN": 101575000, + "TP": 26486, + "n_pred": 35420, + "n_ref": 33266 + }, + "2": { + "Dice": 0.061424179178168274, + "FN": 166869, + "FP": 419, + "IoU": 0.03168520855280675, + "TN": 101444438, + "TP": 5474, + "n_pred": 5893, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6535828821861305, + "FN": 14521, + "FP": 153448, + "IoU": 0.48542377658368613, + "TN": 101290778, + "TP": 158453, + "n_pred": 311901, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5754321483948774, + "FN": 6193, + "FP": 8593, + "IoU": 0.4039345319680722, + "TN": 101592394, + "TP": 10020, + "n_pred": 18613, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6741793763617531, + "FN": 11496, + "FP": 6748, + "IoU": 0.5084996901856192, + "TN": 101580081, + "TP": 18875, + "n_pred": 25623, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8111858227149075, + "FN": 241049, + "FP": 360715, + "IoU": 0.6823487120311948, + "TN": 99722783, + "TP": 1292653, + "n_pred": 1653368, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.5758879582558842, + "FN": 222111, + "FP": 80895, + "IoU": 0.40438388369400485, + "TN": 101108473, + "TP": 205721, + "n_pred": 286616, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7904834771045639, + "FN": 70251, + "FP": 15462, + "IoU": 0.6535532687161992, + "TN": 101369794, + "TP": 161693, + "n_pred": 177155, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8325405895459972, + "FN": 15798, + "FP": 10431, + "IoU": 0.7131216572422316, + "TN": 101525771, + "TP": 65200, + "n_pred": 75631, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5020323188262119, + "FN": 138161, + "FP": 7506, + "IoU": 0.3351422898742555, + "TN": 118963117, + "TP": 73428, + "n_pred": 80934, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6278295728287453, + "FN": 29535, + "FP": 31182, + "IoU": 0.45754489413026, + "TN": 119070282, + "TP": 51213, + "n_pred": 82395, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4415942217837264, + "FN": 21214, + "FP": 8783, + "IoU": 0.28336279803143966, + "TN": 119140354, + "TP": 11861, + "n_pred": 20644, + "n_ref": 33075 + }, + "14": { + "Dice": 0.026807741526933073, + "FN": 64851, + "FP": 8916, + "IoU": 0.013585975422221628, + "TN": 119107429, + "TP": 1016, + "n_pred": 9932, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5405239668858379, + "FN": 12787, + "FP": 700, + "IoU": 0.3703548085901027, + "TN": 119160792, + "TP": 7933, + "n_pred": 8633, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6854687471551081, + "FN": 61718, + "FP": 59207, + "IoU": 0.5214548879470345, + "TN": 118929519, + "TP": 131768, + "n_pred": 190975, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5982886553263738, + "FN": 112781, + "FP": 314, + "IoU": 0.42682729051157037, + "TN": 118984898, + "TP": 84219, + "n_pred": 84533, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0011991790235915411, + "FN": 43311, + "FP": 0, + "IoU": 0.0005999492350647253, + "TN": 119138875, + "TP": 26, + "n_pred": 26, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6738830366872502, + "FN": 8446, + "FP": 532, + "IoU": 0.5081625944998357, + "TN": 119163958, + "TP": 9276, + "n_pred": 9808, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8979653001438876, + "FN": 150953, + "FP": 209922, + "IoU": 0.8148248873298917, + "TN": 117233381, + "TP": 1587956, + "n_pred": 1797878, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.289706605685561, + "FN": 241377, + "FP": 34442, + "IoU": 0.16939000445691846, + "TN": 118850144, + "TP": 56249, + "n_pred": 90691, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7900378714936774, + "FN": 26778, + "FP": 2661, + "IoU": 0.6529442970822281, + "TN": 119097387, + "TP": 55386, + "n_pred": 58047, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7320440915508465, + "FN": 29005, + "FP": 12369, + "IoU": 0.5773419143937072, + "TN": 119084322, + "TP": 56516, + "n_pred": 68885, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4527, + "IoU": 0.0, + "TN": 61327953, + "TP": 0, + "n_pred": 4527, + "n_ref": 0 + }, + "10": { + "Dice": 0.41131880615511723, + "FN": 24471, + "FP": 4030, + "IoU": 0.2589058193353789, + "TN": 61294022, + "TP": 9957, + "n_pred": 13987, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.08685370008023761, + "FN": 49611, + "FP": 15258, + "IoU": 0.04539835771257027, + "TN": 61264526, + "TP": 3085, + "n_pred": 18343, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9048632064755131, + "FN": 29615, + "FP": 21054, + "IoU": 0.8262558721667866, + "TN": 61040850, + "TP": 240961, + "n_pred": 262015, + "n_ref": 270576 + }, + "15": { + "Dice": 0.13572241662801973, + "FN": 90180, + "FP": 12319, + "IoU": 0.07280161379322822, + "TN": 61221933, + "TP": 8048, + "n_pred": 20367, + "n_ref": 98228 + }, + "2": { + "Dice": 0.516587835865095, + "FN": 99015, + "FP": 16885, + "IoU": 0.3482429552317702, + "TN": 61154653, + "TP": 61927, + "n_pred": 78812, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8238314801251748, + "FN": 29660, + "FP": 12674, + "IoU": 0.7004366008816932, + "TN": 61191161, + "TP": 98985, + "n_pred": 111659, + "n_ref": 128645 + }, + "4": { + "Dice": 0.4002578150177248, + "FN": 31632, + "FP": 5, + "IoU": 0.250201450443191, + "TN": 61290286, + "TP": 10557, + "n_pred": 10562, + "n_ref": 42189 + }, + "5": { + "Dice": 0.553603701294007, + "FN": 4743, + "FP": 1432, + "IoU": 0.3827469012395042, + "TN": 61322476, + "TP": 3829, + "n_pred": 5261, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9183806830996682, + "FN": 55781, + "FP": 148682, + "IoU": 0.8490794022905699, + "TN": 59977708, + "TP": 1150309, + "n_pred": 1298991, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.15924128963472836, + "FN": 182122, + "FP": 51297, + "IoU": 0.08650850800707566, + "TN": 61076956, + "TP": 22105, + "n_pred": 73402, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7203120330423988, + "FN": 35213, + "FP": 1286, + "IoU": 0.5628809925867375, + "TN": 61248981, + "TP": 47000, + "n_pred": 48286, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7302293869170304, + "FN": 16785, + "FP": 17638, + "IoU": 0.5750876413370859, + "TN": 61251468, + "TP": 46589, + "n_pred": 64227, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9029406514124607, + "FN": 30476, + "FP": 1058, + "IoU": 0.8230554277441727, + "TN": 148929286, + "TP": 146680, + "n_pred": 147738, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5177783193868984, + "FN": 44122, + "FP": 9299, + "IoU": 0.3493258303796543, + "TN": 149025399, + "TP": 28680, + "n_pred": 37979, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.023982307001174926, + "FN": 83326, + "FP": 1406, + "IoU": 0.012136686369836662, + "TN": 149021727, + "TP": 1041, + "n_pred": 2447, + "n_ref": 84367 + }, + "14": { + "Dice": 0.834781273099039, + "FN": 6106, + "FP": 28316, + "IoU": 0.7164159430558072, + "TN": 148986118, + "TP": 86960, + "n_pred": 115276, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7198943114703139, + "FN": 14884, + "FP": 3138, + "IoU": 0.5623709963332605, + "TN": 149066319, + "TP": 23159, + "n_pred": 26297, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5769617353498048, + "FN": 82955, + "FP": 25633, + "IoU": 0.40544358481578213, + "TN": 148924863, + "TP": 74049, + "n_pred": 99682, + "n_ref": 157004 + }, + "3": { + "Dice": 0.010706390841004321, + "FN": 59437, + "FP": 60501, + "IoU": 0.005382006352260194, + "TN": 148986913, + "TP": 649, + "n_pred": 61150, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7485235991629854, + "FN": 9736, + "FP": 1080, + "IoU": 0.598112436369041, + "TN": 149080587, + "TP": 16097, + "n_pred": 17177, + "n_ref": 25833 + }, + "5": { + "Dice": 0.05404024635994664, + "FN": 32764, + "FP": 565, + "IoU": 0.027770485108369068, + "TN": 149073219, + "TP": 952, + "n_pred": 1517, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9359152426520848, + "FN": 79124, + "FP": 61510, + "IoU": 0.879549524781019, + "TN": 147939933, + "TP": 1026933, + "n_pred": 1088443, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.43267455272400007, + "FN": 191481, + "FP": 27889, + "IoU": 0.2760591640210942, + "TN": 148804478, + "TP": 83652, + "n_pred": 111541, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8990509746985605, + "FN": 25957, + "FP": 19655, + "IoU": 0.8166145334952276, + "TN": 148858778, + "TP": 203110, + "n_pred": 222765, + "n_ref": 229067 + }, + "9": { + "Dice": 0.755735741269695, + "FN": 30073, + "FP": 7041, + "IoU": 0.6073755924170616, + "TN": 149012972, + "TP": 57414, + "n_pred": 64455, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3601913899649076, + "FN": 400454, + "FP": 6852, + "IoU": 0.21965453026691906, + "TN": 100190844, + "TP": 114650, + "n_pred": 121502, + "n_ref": 515104 + }, + "10": { + "Dice": 0.14328583975797796, + "FN": 32598, + "FP": 37632, + "IoU": 0.07717172778996886, + "TN": 100636697, + "TP": 5873, + "n_pred": 43505, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0037002318811978885, + "FN": 39080, + "FP": 1308, + "IoU": 0.001853545214146257, + "TN": 100672337, + "TP": 75, + "n_pred": 1383, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5784719208862968, + "FN": 58577, + "FP": 80338, + "IoU": 0.4069366827048281, + "TN": 100478567, + "TP": 95318, + "n_pred": 175656, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6771565746668066, + "FN": 43645, + "FP": 5577, + "IoU": 0.5118947274476165, + "TN": 100611957, + "TP": 51621, + "n_pred": 57198, + "n_ref": 95266 + }, + "2": { + "Dice": 0.14327476841712497, + "FN": 211077, + "FP": 52970, + "IoU": 0.07716530479578927, + "TN": 100426674, + "TP": 22079, + "n_pred": 75049, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4263976445831602, + "FN": 151606, + "FP": 43019, + "IoU": 0.2709691194318335, + "TN": 100445836, + "TP": 72339, + "n_pred": 115358, + "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": 0.2575951636866643, + "FN": 13959, + "FP": 532, + "IoU": 0.14783887092031756, + "TN": 100695795, + "TP": 2514, + "n_pred": 3046, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4096458399538441, + "FN": 1347828, + "FP": 756967, + "IoU": 0.257581518786957, + "TN": 97877748, + "TP": 730257, + "n_pred": 1487224, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3382382029429218, + "FN": 132968, + "FP": 20930, + "IoU": 0.20354192974103133, + "TN": 100519572, + "TP": 39330, + "n_pred": 60260, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6418037168642495, + "FN": 54975, + "FP": 1980, + "IoU": 0.4725412113354325, + "TN": 100604820, + "TP": 51025, + "n_pred": 53005, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5126328053925506, + "FN": 53677, + "FP": 37930, + "IoU": 0.34465786743928173, + "TN": 100573015, + "TP": 48178, + "n_pred": 86108, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8068494094412848, + "FN": 25131, + "FP": 102, + "IoU": 0.6762343461301581, + "TN": 78872764, + "TP": 52703, + "n_pred": 52805, + "n_ref": 77834 + }, + "10": { + "Dice": 0.3390835373317013, + "FN": 30079, + "FP": 4479, + "IoU": 0.20415448034451789, + "TN": 78907277, + "TP": 8865, + "n_pred": 13344, + "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": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.13437417526703985, + "FN": 22432, + "FP": 39887, + "IoU": 0.07202632676157007, + "TN": 78883544, + "TP": 4837, + "n_pred": 44724, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8532353918275442, + "FN": 12889, + "FP": 3015, + "IoU": 0.744037081147198, + "TN": 78888566, + "TP": 46230, + "n_pred": 49245, + "n_ref": 59119 + }, + "2": { + "Dice": 0.15636744501263014, + "FN": 91238, + "FP": 4613, + "IoU": 0.08481486432295147, + "TN": 78845966, + "TP": 8883, + "n_pred": 13496, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8194562349432144, + "FN": 13245, + "FP": 18231, + "IoU": 0.6941345667975279, + "TN": 78847792, + "TP": 71432, + "n_pred": 89663, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4055481559729941, + "FN": 12713, + "FP": 230, + "IoU": 0.2543495794446365, + "TN": 78933342, + "TP": 4415, + "n_pred": 4645, + "n_ref": 17128 + }, + "5": { + "Dice": 0.25395195141555776, + "FN": 29111, + "FP": 4303, + "IoU": 0.1454438505409069, + "TN": 78911599, + "TP": 5687, + "n_pred": 9990, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8803798904024546, + "FN": 117156, + "FP": 43156, + "IoU": 0.7863201838335262, + "TN": 78200456, + "TP": 589932, + "n_pred": 633088, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0001419324374303132, + "FN": 721061, + "FP": 11578, + "IoU": 7.097125527678107e-05, + "TN": 78218009, + "TP": 52, + "n_pred": 11630, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7669309781239831, + "FN": 122530, + "FP": 4243, + "IoU": 0.6219692203094668, + "TN": 78615349, + "TP": 208578, + "n_pred": 212821, + "n_ref": 331108 + }, + "9": { + "Dice": 0.4524231490099578, + "FN": 39306, + "FP": 3641, + "IoU": 0.29234292870207124, + "TN": 78890011, + "TP": 17742, + "n_pred": 21383, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8372197044763416, + "FN": 13435, + "FP": 38970, + "IoU": 0.7200153869990543, + "TN": 104817269, + "TP": 134766, + "n_pred": 173736, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5551168968401896, + "FN": 49410, + "FP": 11216, + "IoU": 0.38419502285424073, + "TN": 104905990, + "TP": 37824, + "n_pred": 49040, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.3858931347680223, + "FN": 58954, + "FP": 1086, + "IoU": 0.2390753320490723, + "TN": 104925536, + "TP": 18864, + "n_pred": 19950, + "n_ref": 77818 + }, + "14": { + "Dice": 0.922369927951175, + "FN": 6456, + "FP": 4254, + "IoU": 0.8559244511407662, + "TN": 104930104, + "TP": 63626, + "n_pred": 67880, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8547588111093065, + "FN": 3309, + "FP": 3845, + "IoU": 0.7463570288955859, + "TN": 104976235, + "TP": 21051, + "n_pred": 24896, + "n_ref": 24360 + }, + "2": { + "Dice": 0.296763773404319, + "FN": 140984, + "FP": 88, + "IoU": 0.174235240403189, + "TN": 104833602, + "TP": 29766, + "n_pred": 29854, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6773873779868904, + "FN": 10724, + "FP": 125314, + "IoU": 0.5121585615566402, + "TN": 104725583, + "TP": 142819, + "n_pred": 268133, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1384, + "IoU": 0.0, + "TN": 105003056, + "TP": 0, + "n_pred": 1384, + "n_ref": 0 + }, + "5": { + "Dice": 0.5211366206537543, + "FN": 15564, + "FP": 11113, + "IoU": 0.3523899691695191, + "TN": 104963247, + "TP": 14516, + "n_pred": 25629, + "n_ref": 30080 + }, + "6": { + "Dice": 0.851415504362473, + "FN": 55593, + "FP": 356359, + "IoU": 0.741273722217442, + "TN": 103412209, + "TP": 1180279, + "n_pred": 1536638, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7548567547049186, + "FN": 41174, + "FP": 81530, + "IoU": 0.6062408944169538, + "TN": 104692818, + "TP": 188918, + "n_pred": 270448, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8326181336509438, + "FN": 101231, + "FP": 5294, + "IoU": 0.7132354524701727, + "TN": 104632968, + "TP": 264947, + "n_pred": 270241, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7794957983193277, + "FN": 21665, + "FP": 19007, + "IoU": 0.6386670338749656, + "TN": 104891879, + "TP": 71889, + "n_pred": 90896, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4403596827371597, + "FN": 279015, + "FP": 74554, + "IoU": 0.2823469474743948, + "TN": 177183614, + "TP": 139105, + "n_pred": 213659, + "n_ref": 418120 + }, + "10": { + "Dice": 0.04992217898832685, + "FN": 69395, + "FP": 28273, + "IoU": 0.02560009577588443, + "TN": 177576054, + "TP": 2566, + "n_pred": 30839, + "n_ref": 71961 + }, + "11": { + "Dice": 0.026627834408154773, + "FN": 4679, + "FP": 0, + "IoU": 0.013493569470799072, + "TN": 177671545, + "TP": 64, + "n_pred": 64, + "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": 0.4276620810215095, + "FN": 54576, + "FP": 5666, + "IoU": 0.2719912023106019, + "TN": 177593539, + "TP": 22507, + "n_pred": 28173, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8919176488725071, + "FN": 12604, + "FP": 2820, + "IoU": 0.8049200025295643, + "TN": 177597223, + "TP": 63641, + "n_pred": 66461, + "n_ref": 76245 + }, + "15": { + "Dice": 0.816583551686248, + "FN": 3847, + "FP": 4833, + "IoU": 0.6900221412756232, + "TN": 177648286, + "TP": 19322, + "n_pred": 24155, + "n_ref": 23169 + }, + "2": { + "Dice": 0.3853180268640191, + "FN": 161468, + "FP": 7304, + "IoU": 0.23863400550367664, + "TN": 177454618, + "TP": 52898, + "n_pred": 60202, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6348350107760875, + "FN": 55348, + "FP": 119168, + "IoU": 0.4650243859073673, + "TN": 177350075, + "TP": 151697, + "n_pred": 270865, + "n_ref": 207045 + }, + "4": { + "Dice": 0.43393460386257887, + "FN": 24221, + "FP": 2422, + "IoU": 0.27708587708587706, + "TN": 177639433, + "TP": 10212, + "n_pred": 12634, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6712045580597993, + "FN": 11213, + "FP": 8350, + "IoU": 0.505122562039918, + "TN": 177636757, + "TP": 19968, + "n_pred": 28318, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8216592736397039, + "FN": 132072, + "FP": 594387, + "IoU": 0.6973019392936342, + "TN": 175276342, + "TP": 1673487, + "n_pred": 2267874, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7132359485026021, + "FN": 107725, + "FP": 101718, + "IoU": 0.554286504719039, + "TN": 177206383, + "TP": 260462, + "n_pred": 362180, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8060343864717753, + "FN": 37073, + "FP": 41074, + "IoU": 0.6750901176206453, + "TN": 177435769, + "TP": 162372, + "n_pred": 203446, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8306016496228281, + "FN": 37392, + "FP": 2513, + "IoU": 0.7102811880613052, + "TN": 177538551, + "TP": 97832, + "n_pred": 100345, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8790310838798244, + "FN": 39147, + "FP": 1564, + "IoU": 0.784170792997784, + "TN": 193816909, + "TP": 147915, + "n_pred": 149479, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7274714873251078, + "FN": 32478, + "FP": 8407, + "IoU": 0.5716740175793322, + "TN": 193910082, + "TP": 54568, + "n_pred": 62975, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.17084621550440857, + "FN": 60163, + "FP": 5006, + "IoU": 0.09340177788906974, + "TN": 193933652, + "TP": 6714, + "n_pred": 11720, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8294753444356822, + "FN": 4378, + "FP": 25030, + "IoU": 0.7086355169817303, + "TN": 193904603, + "TP": 71524, + "n_pred": 96554, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7158312363389233, + "FN": 1480, + "FP": 13991, + "IoU": 0.5574276968847441, + "TN": 193970578, + "TP": 19486, + "n_pred": 33477, + "n_ref": 20966 + }, + "2": { + "Dice": 0.48009550984821464, + "FN": 90442, + "FP": 14508, + "IoU": 0.31587215707236305, + "TN": 193852128, + "TP": 48457, + "n_pred": 62965, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6471441508587182, + "FN": 53805, + "FP": 34253, + "IoU": 0.47835410644045306, + "TN": 193836727, + "TP": 80750, + "n_pred": 115003, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7899871560134452, + "FN": 6575, + "FP": 1110, + "IoU": 0.6528750169384344, + "TN": 193983396, + "TP": 14454, + "n_pred": 15564, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3805672187733443, + "FN": 19883, + "FP": 4164, + "IoU": 0.235000318126869, + "TN": 193974101, + "TP": 7387, + "n_pred": 11551, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9272608269587983, + "FN": 117239, + "FP": 81691, + "IoU": 0.8643860970696408, + "TN": 192538650, + "TP": 1267955, + "n_pred": 1349646, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.4138356486931952, + "FN": 234094, + "FP": 14850, + "IoU": 0.26090338517080236, + "TN": 193668713, + "TP": 87878, + "n_pred": 102728, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9151587165444268, + "FN": 22669, + "FP": 17887, + "IoU": 0.8435876570159166, + "TN": 193746246, + "TP": 218733, + "n_pred": 236620, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7886443759111158, + "FN": 30523, + "FP": 5868, + "IoU": 0.651042815361749, + "TN": 193901250, + "TP": 67894, + "n_pred": 73762, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7815282503592716, + "FN": 35326, + "FP": 8913, + "IoU": 0.6414003858437495, + "TN": 99532434, + "TP": 79127, + "n_pred": 88040, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5370589586388452, + "FN": 41288, + "FP": 11116, + "IoU": 0.36710909288535165, + "TN": 99572999, + "TP": 30397, + "n_pred": 41513, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.32908345221112695, + "FN": 34358, + "FP": 10792, + "IoU": 0.1969478683101222, + "TN": 99599577, + "TP": 11073, + "n_pred": 21865, + "n_ref": 45431 + }, + "14": { + "Dice": 0.30795783926218706, + "FN": 42453, + "FP": 10073, + "IoU": 0.18200364412190678, + "TN": 99591587, + "TP": 11687, + "n_pred": 21760, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6319169093652409, + "FN": 19938, + "FP": 1042, + "IoU": 0.4618995101182385, + "TN": 99616811, + "TP": 18009, + "n_pred": 19051, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7902145374317403, + "FN": 35597, + "FP": 6431, + "IoU": 0.6531856778591056, + "TN": 99534617, + "TP": 79155, + "n_pred": 85586, + "n_ref": 114752 + }, + "3": { + "Dice": 0.856347303939372, + "FN": 17705, + "FP": 17893, + "IoU": 0.7487826565609519, + "TN": 99514098, + "TP": 106104, + "n_pred": 123997, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4006575065329175, + "FN": 14153, + "FP": 67, + "IoU": 0.2505138881568545, + "TN": 99636827, + "TP": 4753, + "n_pred": 4820, + "n_ref": 18906 + }, + "5": { + "Dice": 0.07246184472461845, + "FN": 6693, + "FP": 296, + "IoU": 0.03759294960066097, + "TN": 99648538, + "TP": 273, + "n_pred": 569, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9336103151970023, + "FN": 110561, + "FP": 66298, + "IoU": 0.8754870086440074, + "TN": 98235394, + "TP": 1243547, + "n_pred": 1309845, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6143767747667279, + "FN": 38348, + "FP": 123119, + "IoU": 0.4433938198916206, + "TN": 99365708, + "TP": 128625, + "n_pred": 251744, + "n_ref": 166973 + }, + "8": { + "Dice": 0.92243723684625, + "FN": 13070, + "FP": 1704, + "IoU": 0.8560403796308927, + "TN": 99553174, + "TP": 87852, + "n_pred": 89556, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8997499662116503, + "FN": 15647, + "FP": 2155, + "IoU": 0.8177686331111998, + "TN": 99558111, + "TP": 79887, + "n_pred": 82042, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43973878905786945, + "FN": 320793, + "FP": 593, + "IoU": 0.28183664759078547, + "TN": 62636009, + "TP": 126125, + "n_pred": 126718, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7118049375810429, + "FN": 28851, + "FP": 5154, + "IoU": 0.5525599021039751, + "TN": 63007521, + "TP": 41994, + "n_pred": 47148, + "n_ref": 70845 + }, + "11": { + "Dice": 0.05486968449931413, + "FN": 3445, + "FP": 0, + "IoU": 0.028208744710860368, + "TN": 63079975, + "TP": 100, + "n_pred": 100, + "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": 0.12850174216027874, + "FN": 42428, + "FP": 1343, + "IoU": 0.0686624962764373, + "TN": 63036522, + "TP": 3227, + "n_pred": 4570, + "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": 0.3924696054664363, + "FN": 91836, + "FP": 7655, + "IoU": 0.24414443845107767, + "TN": 62951893, + "TP": 32136, + "n_pred": 39791, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6973477206685299, + "FN": 14558, + "FP": 83554, + "IoU": 0.5353291371250763, + "TN": 62872377, + "TP": 113031, + "n_pred": 196585, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.39748355733485846, + "FN": 10699, + "FP": 8264, + "IoU": 0.24803711634546752, + "TN": 63058302, + "TP": 6255, + "n_pred": 14519, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7620583460293795, + "FN": 253079, + "FP": 294326, + "IoU": 0.6155850266328182, + "TN": 61659525, + "TP": 876590, + "n_pred": 1170916, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5243054172277244, + "FN": 90853, + "FP": 28553, + "IoU": 0.3552939906052589, + "TN": 62898310, + "TP": 65804, + "n_pred": 94357, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8934843797250459, + "FN": 15933, + "FP": 6962, + "IoU": 0.8074756138580559, + "TN": 62964600, + "TP": 96025, + "n_pred": 102987, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7934808470140375, + "FN": 12874, + "FP": 2750, + "IoU": 0.657661210806547, + "TN": 63037881, + "TP": 30015, + "n_pred": 32765, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6576119862281468, + "FN": 147942, + "FP": 23403, + "IoU": 0.48988219462745575, + "TN": 109272925, + "TP": 164548, + "n_pred": 187951, + "n_ref": 312490 + }, + "10": { + "Dice": 0.46699188129083397, + "FN": 47865, + "FP": 43588, + "IoU": 0.30462453237628884, + "TN": 109477302, + "TP": 40063, + "n_pred": 83651, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.1387682890870454, + "FN": 73955, + "FP": 10748, + "IoU": 0.07455723447725808, + "TN": 109517291, + "TP": 6824, + "n_pred": 17572, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3966510502774429, + "FN": 46413, + "FP": 107228, + "IoU": 0.2473890978916843, + "TN": 109404674, + "TP": 50503, + "n_pred": 157731, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5387869500870954, + "FN": 62403, + "FP": 8027, + "IoU": 0.368725799512405, + "TN": 109497250, + "TP": 41138, + "n_pred": 49165, + "n_ref": 103541 + }, + "2": { + "Dice": 0.634490564496603, + "FN": 105309, + "FP": 19988, + "IoU": 0.464654837234938, + "TN": 109374769, + "TP": 108752, + "n_pred": 128740, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7667302215966744, + "FN": 58292, + "FP": 55734, + "IoU": 0.6217051897512118, + "TN": 109307397, + "TP": 187395, + "n_pred": 243129, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 8, + "IoU": 0.0, + "TN": 109558520, + "TP": 0, + "n_pred": 8, + "n_ref": 50290 + }, + "5": { + "Dice": 0.45265619779485466, + "FN": 7165, + "FP": 1026, + "IoU": 0.29253757125583, + "TN": 109597240, + "TP": 3387, + "n_pred": 4413, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7306185063847367, + "FN": 100053, + "FP": 748270, + "IoU": 0.5755704727535439, + "TN": 107610081, + "TP": 1150414, + "n_pred": 1898684, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.23779223822484993, + "FN": 1033068, + "FP": 24057, + "IoU": 0.13493995622020827, + "TN": 108386793, + "TP": 164900, + "n_pred": 188957, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8729548790529494, + "FN": 16267, + "FP": 5025, + "IoU": 0.7745518460870578, + "TN": 109514375, + "TP": 73151, + "n_pred": 78176, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5961454918842067, + "FN": 25011, + "FP": 15893, + "IoU": 0.4246490561791431, + "TN": 109537724, + "TP": 30190, + "n_pred": 46083, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4996305826603144, + "FN": 39165, + "FP": 115, + "IoU": 0.3330050432154319, + "TN": 67008461, + "TP": 19611, + "n_pred": 19726, + "n_ref": 58776 + }, + "10": { + "Dice": 0.11260376684816567, + "FN": 73750, + "FP": 5782, + "IoU": 0.05966090472699757, + "TN": 66982774, + "TP": 5046, + "n_pred": 10828, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0024555262401713645, + "FN": 38164, + "FP": 23, + "IoU": 0.001229272375372705, + "TN": 67029118, + "TP": 47, + "n_pred": 70, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6203837699570547, + "FN": 35822, + "FP": 12707, + "IoU": 0.44967850946327526, + "TN": 66979169, + "TP": 39654, + "n_pred": 52361, + "n_ref": 75476 + }, + "15": { + "Dice": 0.18063648588077094, + "FN": 26123, + "FP": 21405, + "IoU": 0.09928553830992855, + "TN": 67014585, + "TP": 5239, + "n_pred": 26644, + "n_ref": 31362 + }, + "2": { + "Dice": 0.3604369733107439, + "FN": 113275, + "FP": 2995, + "IoU": 0.2198372172606067, + "TN": 66918319, + "TP": 32763, + "n_pred": 35758, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8461620098227078, + "FN": 16855, + "FP": 35329, + "IoU": 0.7333455970648802, + "TN": 66871653, + "TP": 143515, + "n_pred": 178844, + "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": 0.05197820844869162, + "FN": 8630, + "FP": 1985, + "IoU": 0.026682560058683295, + "TN": 67056446, + "TP": 291, + "n_pred": 2276, + "n_ref": 8921 + }, + "6": { + "Dice": 0.849736922502461, + "FN": 266309, + "FP": 21420, + "IoU": 0.7387326770073424, + "TN": 65966070, + "TP": 813553, + "n_pred": 834973, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.01888957638830209, + "FN": 348145, + "FP": 11794, + "IoU": 0.009534842764526532, + "TN": 66703948, + "TP": 3465, + "n_pred": 15259, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8617099612471849, + "FN": 5553, + "FP": 20176, + "IoU": 0.7570214373406365, + "TN": 66961462, + "TP": 80161, + "n_pred": 100337, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7199163002076148, + "FN": 33306, + "FP": 960, + "IoU": 0.5623978340825501, + "TN": 66989048, + "TP": 44038, + "n_pred": 44998, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37986964958536734, + "FN": 136562, + "FP": 5970, + "IoU": 0.2344685719196292, + "TN": 74333093, + "TP": 43655, + "n_pred": 49625, + "n_ref": 180217 + }, + "10": { + "Dice": 0.3689450580034663, + "FN": 41567, + "FP": 8316, + "IoU": 0.22620026370898938, + "TN": 74454815, + "TP": 14582, + "n_pred": 22898, + "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": 0.1082902332768204, + "FN": 40367, + "FP": 1184, + "IoU": 0.057244634024595, + "TN": 74475206, + "TP": 2523, + "n_pred": 3707, + "n_ref": 42890 + }, + "14": { + "Dice": 0.31286693173166397, + "FN": 22679, + "FP": 17934, + "IoU": 0.18544294911650855, + "TN": 74469421, + "TP": 9246, + "n_pred": 27180, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7440477332463595, + "FN": 10968, + "FP": 2373, + "IoU": 0.5924172064035195, + "TN": 74486548, + "TP": 19391, + "n_pred": 21764, + "n_ref": 30359 + }, + "2": { + "Dice": 0.41033558216294175, + "FN": 98515, + "FP": 23325, + "IoU": 0.25812717297985177, + "TN": 74355047, + "TP": 42393, + "n_pred": 65718, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5624772164361906, + "FN": 73091, + "FP": 55332, + "IoU": 0.3912822967867926, + "TN": 74308307, + "TP": 82550, + "n_pred": 137882, + "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": 0.40956937799043064, + "FN": 7158, + "FP": 1480, + "IoU": 0.2575210589651023, + "TN": 74507646, + "TP": 2996, + "n_pred": 4476, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8559681270891275, + "FN": 313000, + "FP": 122120, + "IoU": 0.7482030416785538, + "TN": 72791221, + "TP": 1292939, + "n_pred": 1415059, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.1737015862790885, + "FN": 151012, + "FP": 2915, + "IoU": 0.09511128355260838, + "TN": 74349174, + "TP": 16179, + "n_pred": 19094, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9538975569383564, + "FN": 2141, + "FP": 3875, + "IoU": 0.9118586456471416, + "TN": 74451026, + "TP": 62238, + "n_pred": 66113, + "n_ref": 64379 + }, + "9": { + "Dice": 0.775745202631628, + "FN": 30542, + "FP": 5487, + "IoU": 0.6336468554578271, + "TN": 74420935, + "TP": 62316, + "n_pred": 67803, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5095949045106523, + "FN": 183154, + "FP": 8870, + "IoU": 0.34191704393182837, + "TN": 65759387, + "TP": 99769, + "n_pred": 108639, + "n_ref": 282923 + }, + "10": { + "Dice": 0.25870646766169153, + "FN": 67569, + "FP": 23917, + "IoU": 0.14857142857142858, + "TN": 65943730, + "TP": 15964, + "n_pred": 39881, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.4038796992481203, + "FN": 34197, + "FP": 5445, + "IoU": 0.25303838254413896, + "TN": 65998109, + "TP": 13429, + "n_pred": 18874, + "n_ref": 47626 + }, + "14": { + "Dice": 0.37005013573155876, + "FN": 7482, + "FP": 166793, + "IoU": 0.22703160621302038, + "TN": 65825718, + "TP": 51187, + "n_pred": 217980, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8006169864070182, + "FN": 3834, + "FP": 6507, + "IoU": 0.6675240330514741, + "TN": 66020077, + "TP": 20762, + "n_pred": 27269, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5135982069228004, + "FN": 83225, + "FP": 31792, + "IoU": 0.34553120785701685, + "TN": 65875439, + "TP": 60724, + "n_pred": 92516, + "n_ref": 143949 + }, + "3": { + "Dice": 0.514097577183438, + "FN": 80237, + "FP": 64542, + "IoU": 0.3459834032768816, + "TN": 65829811, + "TP": 76590, + "n_pred": 141132, + "n_ref": 156827 + }, + "4": { + "Dice": 0.43406840089792686, + "FN": 21310, + "FP": 119, + "IoU": 0.2771949944345128, + "TN": 66021533, + "TP": 8218, + "n_pred": 8337, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6941858193892831, + "FN": 4648, + "FP": 49, + "IoU": 0.5316114878340646, + "TN": 66041152, + "TP": 5331, + "n_pred": 5380, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7850938003563401, + "FN": 46129, + "FP": 488935, + "IoU": 0.6462176261727971, + "TN": 64538770, + "TP": 977346, + "n_pred": 1466281, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.21928158883983842, + "FN": 854412, + "FP": 15167, + "IoU": 0.12314220343067805, + "TN": 65059481, + "TP": 122120, + "n_pred": 137287, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8822130208792177, + "FN": 16207, + "FP": 1174, + "IoU": 0.789249684741488, + "TN": 65968708, + "TP": 65091, + "n_pred": 66265, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7870512402737265, + "FN": 20572, + "FP": 6221, + "IoU": 0.6488742693890389, + "TN": 65974874, + "TP": 49513, + "n_pred": 55734, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969931452675982, + "FN": 6488, + "FP": 2636, + "IoU": 0.9416183565605764, + "TN": 113316258, + "TP": 147158, + "n_pred": 149794, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7382485658659825, + "FN": 23877, + "FP": 16322, + "IoU": 0.5850982577821815, + "TN": 113375652, + "TP": 56689, + "n_pred": 73011, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.11186560606233523, + "FN": 71975, + "FP": 5846, + "IoU": 0.05924663330190276, + "TN": 113389818, + "TP": 4901, + "n_pred": 10747, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9232900008241687, + "FN": 33940, + "FP": 4221, + "IoU": 0.8575103802610747, + "TN": 113204724, + "TP": 229655, + "n_pred": 233876, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7673421576666276, + "FN": 5506, + "FP": 4425, + "IoU": 0.6225102630378592, + "TN": 113446232, + "TP": 16377, + "n_pred": 20802, + "n_ref": 21883 + }, + "2": { + "Dice": 0.5662009778927538, + "FN": 74341, + "FP": 6484, + "IoU": 0.3948956368101099, + "TN": 113338968, + "TP": 52747, + "n_pred": 59231, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8066823404748502, + "FN": 22856, + "FP": 23848, + "IoU": 0.6759996670089075, + "TN": 113328392, + "TP": 97444, + "n_pred": 121292, + "n_ref": 120300 + }, + "4": { + "Dice": 0.43504667081518356, + "FN": 22353, + "FP": 344, + "IoU": 0.27799338338210966, + "TN": 113441104, + "TP": 8739, + "n_pred": 9083, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5528417012185186, + "FN": 17559, + "FP": 7138, + "IoU": 0.3820188169352417, + "TN": 113432576, + "TP": 15267, + "n_pred": 22405, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9452603826492266, + "FN": 77714, + "FP": 45739, + "IoU": 0.8962025955026421, + "TN": 112283175, + "TP": 1065912, + "n_pred": 1111651, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6274525824971947, + "FN": 102835, + "FP": 33951, + "IoU": 0.45714455799186426, + "TN": 113220565, + "TP": 115189, + "n_pred": 149140, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9289322235434007, + "FN": 19266, + "FP": 10618, + "IoU": 0.8672954634267647, + "TN": 113247348, + "TP": 195308, + "n_pred": 205926, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7606927417785562, + "FN": 37828, + "FP": 5215, + "IoU": 0.6138047983921618, + "TN": 113361086, + "TP": 68411, + "n_pred": 73626, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7307513203927547, + "FN": 35387, + "FP": 32262, + "IoU": 0.5757353402320476, + "TN": 75037278, + "TP": 91801, + "n_pred": 124063, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4899555455517416, + "FN": 65227, + "FP": 7285, + "IoU": 0.3244643189863984, + "TN": 75089388, + "TP": 34828, + "n_pred": 42113, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2490588857812382, + "FN": 47023, + "FP": 2648, + "IoU": 0.1422428679975133, + "TN": 75138820, + "TP": 8237, + "n_pred": 10885, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9324572553664175, + "FN": 9449, + "FP": 8458, + "IoU": 0.8734612829826024, + "TN": 75055214, + "TP": 123607, + "n_pred": 132065, + "n_ref": 133056 + }, + "15": { + "Dice": 0.1592459968921019, + "FN": 66741, + "FP": 7923, + "IoU": 0.08651128647458249, + "TN": 75114993, + "TP": 7071, + "n_pred": 14994, + "n_ref": 73812 + }, + "2": { + "Dice": 0.24734292574562744, + "FN": 125658, + "FP": 41, + "IoU": 0.141124541348657, + "TN": 75050375, + "TP": 20654, + "n_pred": 20695, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6369443718213702, + "FN": 18393, + "FP": 128805, + "IoU": 0.46729154603358425, + "TN": 74920408, + "TP": 129122, + "n_pred": 257927, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8103775961164159, + "FN": 7268, + "FP": 1013, + "IoU": 0.6812057283646443, + "TN": 75170752, + "TP": 17695, + "n_pred": 18708, + "n_ref": 24963 + }, + "5": { + "Dice": 0.19034191046880508, + "FN": 6891, + "FP": 0, + "IoU": 0.10518114530580444, + "TN": 75189027, + "TP": 810, + "n_pred": 810, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9066230193289148, + "FN": 39044, + "FP": 211745, + "IoU": 0.8291952687466074, + "TN": 73728449, + "TP": 1217490, + "n_pred": 1429235, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6616916856349824, + "FN": 48470, + "FP": 57205, + "IoU": 0.49442395188954114, + "TN": 74987709, + "TP": 103344, + "n_pred": 160549, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8201701018511084, + "FN": 18345, + "FP": 10770, + "IoU": 0.6951596184652755, + "TN": 75101219, + "TP": 66394, + "n_pred": 77164, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7610823522225785, + "FN": 27392, + "FP": 3900, + "IoU": 0.6143123020226049, + "TN": 75115595, + "TP": 49841, + "n_pred": 53741, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7346294010889293, + "FN": 89355, + "FP": 2032, + "IoU": 0.5805646201366801, + "TN": 86709991, + "TP": 126494, + "n_pred": 128526, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6824706882448234, + "FN": 26278, + "FP": 13316, + "IoU": 0.5179927931437476, + "TN": 86845728, + "TP": 42550, + "n_pred": 55866, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.17475905183641574, + "FN": 48652, + "FP": 14710, + "IoU": 0.09574574360291704, + "TN": 86857801, + "TP": 6709, + "n_pred": 21419, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5613205742440409, + "FN": 17258, + "FP": 85933, + "IoU": 0.39016376003924097, + "TN": 86758661, + "TP": 66020, + "n_pred": 151953, + "n_ref": 83278 + }, + "15": { + "Dice": 0.2280092089831024, + "FN": 141657, + "FP": 519, + "IoU": 0.1286740372122668, + "TN": 86764700, + "TP": 20996, + "n_pred": 21515, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6537263659175895, + "FN": 24832, + "FP": 80457, + "IoU": 0.48558209071899, + "TN": 86723196, + "TP": 99387, + "n_pred": 179844, + "n_ref": 124219 + }, + "3": { + "Dice": 0.46064514426228065, + "FN": 117992, + "FP": 4619, + "IoU": 0.29924558495742126, + "TN": 86752902, + "TP": 52359, + "n_pred": 56978, + "n_ref": 170351 + }, + "4": { + "Dice": 0.33130836884577025, + "FN": 12868, + "FP": 1882, + "IoU": 0.1985437948272115, + "TN": 86909468, + "TP": 3654, + "n_pred": 5536, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6327739387956565, + "FN": 2909, + "FP": 67, + "IoU": 0.4628158844765343, + "TN": 86922332, + "TP": 2564, + "n_pred": 2631, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8458037331919285, + "FN": 35454, + "FP": 379793, + "IoU": 0.7328075454021332, + "TN": 85373760, + "TP": 1138865, + "n_pred": 1518658, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.16638390671904305, + "FN": 928372, + "FP": 21912, + "IoU": 0.09074086300220358, + "TN": 85882753, + "TP": 94835, + "n_pred": 116747, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7601520744944625, + "FN": 19898, + "FP": 1867, + "IoU": 0.6131010576837614, + "TN": 86871617, + "TP": 34490, + "n_pred": 36357, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6615270973603105, + "FN": 11803, + "FP": 28062, + "IoU": 0.4942401867498922, + "TN": 86849050, + "TP": 38957, + "n_pred": 67019, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7955913342732827, + "FN": 9746, + "FP": 30703, + "IoU": 0.6605659332359901, + "TN": 37630434, + "TP": 78717, + "n_pred": 109420, + "n_ref": 88463 + }, + "10": { + "Dice": 0.26313486967443306, + "FN": 49921, + "FP": 2294, + "IoU": 0.15149988624914687, + "TN": 37688062, + "TP": 9323, + "n_pred": 11617, + "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": 0.24363023386487376, + "FN": 38598, + "FP": 439, + "IoU": 0.13871238196099198, + "TN": 37704276, + "TP": 6287, + "n_pred": 6726, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3081010623776805, + "FN": 20144, + "FP": 339750, + "IoU": 0.18210370343435814, + "TN": 37309576, + "TP": 80130, + "n_pred": 419880, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21942, + "IoU": 0.0, + "TN": 37727658, + "TP": 0, + "n_pred": 21942, + "n_ref": 0 + }, + "2": { + "Dice": 0.1773069619965658, + "FN": 90474, + "FP": 79, + "IoU": 0.09727746707738932, + "TN": 37649289, + "TP": 9758, + "n_pred": 9837, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6045861471269794, + "FN": 40041, + "FP": 23606, + "IoU": 0.433266550910467, + "TN": 37637295, + "TP": 48658, + "n_pred": 72264, + "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": 0.6800609822498094, + "FN": 3804, + "FP": 2072, + "IoU": 0.5152215163765366, + "TN": 37737479, + "TP": 6245, + "n_pred": 8317, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9052296693736555, + "FN": 120807, + "FP": 9370, + "IoU": 0.8268671921861015, + "TN": 36997709, + "TP": 621714, + "n_pred": 631084, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5789100274359111, + "FN": 204127, + "FP": 1231, + "IoU": 0.4073704259494402, + "TN": 37403080, + "TP": 141162, + "n_pred": 142393, + "n_ref": 345289 + }, + "8": { + "Dice": 0.864620520466412, + "FN": 5307, + "FP": 17484, + "IoU": 0.7615255833420529, + "TN": 37654030, + "TP": 72779, + "n_pred": 90263, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7713667430848671, + "FN": 18769, + "FP": 2573, + "IoU": 0.6278250558035714, + "TN": 37692256, + "TP": 36002, + "n_pred": 38575, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7452688652362102, + "FN": 77066, + "FP": 5621, + "IoU": 0.5939669819196056, + "TN": 75703042, + "TP": 120959, + "n_pred": 126580, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5386551374834215, + "FN": 62531, + "FP": 25823, + "IoU": 0.36860234110366313, + "TN": 75766754, + "TP": 51580, + "n_pred": 77403, + "n_ref": 114111 + }, + "11": { + "Dice": 0.1055846422338569, + "FN": 4100, + "FP": 0, + "IoU": 0.055734684477199446, + "TN": 75902346, + "TP": 242, + "n_pred": 242, + "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": 0.5118753806211738, + "FN": 25531, + "FP": 4927, + "IoU": 0.3439734642887912, + "TN": 75860260, + "TP": 15970, + "n_pred": 20897, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8622047841661101, + "FN": 10069, + "FP": 26245, + "IoU": 0.7577855594463898, + "TN": 75756763, + "TP": 113611, + "n_pred": 139856, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3893257127754468, + "FN": 140131, + "FP": 7745, + "IoU": 0.241715979365584, + "TN": 75711674, + "TP": 47138, + "n_pred": 54883, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5520739622862668, + "FN": 98514, + "FP": 54343, + "IoU": 0.3812860242212292, + "TN": 75659632, + "TP": 94199, + "n_pred": 148542, + "n_ref": 192713 + }, + "3": { + "Dice": 0.4115788165934426, + "FN": 160132, + "FP": 100365, + "IoU": 0.25911189103557725, + "TN": 75555087, + "TP": 91104, + "n_pred": 191469, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8132193604019046, + "FN": 8486, + "FP": 1478, + "IoU": 0.6852314010424894, + "TN": 75875033, + "TP": 21691, + "n_pred": 23169, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7821300266543052, + "FN": 2880, + "FP": 880, + "IoU": 0.6422114378152061, + "TN": 75896179, + "TP": 6749, + "n_pred": 7629, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9341397803304773, + "FN": 74847, + "FP": 155291, + "IoU": 0.8764186551779873, + "TN": 74044449, + "TP": 1632101, + "n_pred": 1787392, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7180754739651725, + "FN": 106398, + "FP": 24998, + "IoU": 0.5601542519716669, + "TN": 75607956, + "TP": 167336, + "n_pred": 192334, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8452731436048413, + "FN": 21979, + "FP": 3563, + "IoU": 0.7320113314447592, + "TN": 75811378, + "TP": 69768, + "n_pred": 73331, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7243954965515361, + "FN": 24600, + "FP": 15840, + "IoU": 0.5678840852264228, + "TN": 75813102, + "TP": 53146, + "n_pred": 68986, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8640871041386173, + "FN": 21242, + "FP": 1976, + "IoU": 0.7606983839050132, + "TN": 61290726, + "TP": 73806, + "n_pred": 75782, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7302560227264776, + "FN": 25870, + "FP": 12681, + "IoU": 0.5751206824343686, + "TN": 61297016, + "TP": 52183, + "n_pred": 64864, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.1277732918060522, + "FN": 36132, + "FP": 9236, + "IoU": 0.06824669856852396, + "TN": 61339059, + "TP": 3323, + "n_pred": 12559, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8157315211370361, + "FN": 6082, + "FP": 21196, + "IoU": 0.6888062425846491, + "TN": 61300094, + "TP": 60378, + "n_pred": 81574, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8071493534738424, + "FN": 12113, + "FP": 2518, + "IoU": 0.6766558376980707, + "TN": 61342501, + "TP": 30618, + "n_pred": 33136, + "n_ref": 42731 + }, + "2": { + "Dice": 0.5917512142050275, + "FN": 76326, + "FP": 2099, + "IoU": 0.42020360335050977, + "TN": 61252487, + "TP": 56838, + "n_pred": 58937, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8440122760866842, + "FN": 25816, + "FP": 14032, + "IoU": 0.7301221791780673, + "TN": 61240098, + "TP": 107804, + "n_pred": 121836, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5361666729685787, + "FN": 11886, + "FP": 381, + "IoU": 0.36627576587281085, + "TN": 61368393, + "TP": 7090, + "n_pred": 7471, + "n_ref": 18976 + }, + "5": { + "Dice": 0.3570228159626285, + "FN": 21428, + "FP": 1145, + "IoU": 0.21730235783633842, + "TN": 61358910, + "TP": 6267, + "n_pred": 7412, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9268708499259684, + "FN": 87306, + "FP": 55877, + "IoU": 0.8637085758615602, + "TN": 60337185, + "TP": 907382, + "n_pred": 963259, + "n_ref": 994688 + }, + "7": { + "Dice": 0.4588413451922724, + "FN": 123929, + "FP": 8650, + "IoU": 0.29772492517943694, + "TN": 61198965, + "TP": 56206, + "n_pred": 64856, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9008024455483378, + "FN": 34147, + "FP": 12581, + "IoU": 0.8195091427379545, + "TN": 61128856, + "TP": 212166, + "n_pred": 224747, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7688757096581998, + "FN": 23581, + "FP": 10168, + "IoU": 0.6245313456082773, + "TN": 61297865, + "TP": 56136, + "n_pred": 66304, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366178148410538, + "FN": 20917, + "FP": 1360, + "IoU": 0.8807913353382493, + "TN": 39561926, + "TP": 164597, + "n_pred": 165957, + "n_ref": 185514 + }, + "10": { + "Dice": 0.47132138649469835, + "FN": 29029, + "FP": 22127, + "IoU": 0.30831947430333023, + "TN": 39674841, + "TP": 22803, + "n_pred": 44930, + "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": 0.412449291747024, + "FN": 31407, + "FP": 3933, + "IoU": 0.2598022788203753, + "TN": 39701056, + "TP": 12404, + "n_pred": 16337, + "n_ref": 43811 + }, + "14": { + "Dice": 0.07800804618471986, + "FN": 25131, + "FP": 168751, + "IoU": 0.040587082599315136, + "TN": 39546716, + "TP": 8202, + "n_pred": 176953, + "n_ref": 33333 + }, + "15": { + "Dice": 0.4070397747272087, + "FN": 34370, + "FP": 16168, + "IoU": 0.255524129397207, + "TN": 39680916, + "TP": 17346, + "n_pred": 33514, + "n_ref": 51716 + }, + "2": { + "Dice": 0.4969581386478497, + "FN": 78760, + "FP": 371, + "IoU": 0.33063492869106226, + "TN": 39630582, + "TP": 39087, + "n_pred": 39458, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7726062530532487, + "FN": 7753, + "FP": 66723, + "IoU": 0.6294689499398004, + "TN": 39547802, + "TP": 126522, + "n_pred": 193245, + "n_ref": 134275 + }, + "4": { + "Dice": 0.23565626970292622, + "FN": 20596, + "FP": 13, + "IoU": 0.13356596317161357, + "TN": 39725014, + "TP": 3177, + "n_pred": 3190, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7605441142943993, + "FN": 1520, + "FP": 1631, + "IoU": 0.6136112814224403, + "TN": 39740645, + "TP": 5004, + "n_pred": 6635, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9295371905175362, + "FN": 44746, + "FP": 89158, + "IoU": 0.8683507565918513, + "TN": 38731673, + "TP": 883223, + "n_pred": 972381, + "n_ref": 927969 + }, + "7": { + "Dice": 0.12007925939612496, + "FN": 684963, + "FP": 5568, + "IoU": 0.0638746393943995, + "TN": 39011152, + "TP": 47117, + "n_pred": 52685, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9322894011889227, + "FN": 1309, + "FP": 5696, + "IoU": 0.8731667571971754, + "TN": 39693570, + "TP": 48225, + "n_pred": 53921, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7946862092628798, + "FN": 10941, + "FP": 4916, + "IoU": 0.6593189386615104, + "TN": 39702255, + "TP": 30688, + "n_pred": 35604, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7672087536222705, + "FN": 24281, + "FP": 19822, + "IoU": 0.6223346863279042, + "TN": 101279830, + "TP": 72675, + "n_pred": 92497, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4564993903459488, + "FN": 53750, + "FP": 14449, + "IoU": 0.2957558859975217, + "TN": 101299768, + "TP": 28641, + "n_pred": 43090, + "n_ref": 82391 + }, + "11": { + "Dice": 0.02394567548248749, + "FN": 5462, + "FP": 0, + "IoU": 0.0121179236751673, + "TN": 101391079, + "TP": 67, + "n_pred": 67, + "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": 0.46042996436543054, + "FN": 32308, + "FP": 9029, + "IoU": 0.299063994302574, + "TN": 101337634, + "TP": 17637, + "n_pred": 26666, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9098888779382053, + "FN": 27846, + "FP": 1412, + "IoU": 0.8346753459567279, + "TN": 101219635, + "TP": 147715, + "n_pred": 149127, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7756285835397007, + "FN": 9491, + "FP": 566, + "IoU": 0.6334912536443149, + "TN": 101369168, + "TP": 17383, + "n_pred": 17949, + "n_ref": 26874 + }, + "2": { + "Dice": 0.3787614566376023, + "FN": 139277, + "FP": 14, + "IoU": 0.2336247544744791, + "TN": 101214855, + "TP": 42462, + "n_pred": 42476, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5648342375285398, + "FN": 72797, + "FP": 72628, + "IoU": 0.3935672465847109, + "TN": 101156804, + "TP": 94379, + "n_pred": 167007, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5811161068500397, + "FN": 4653, + "FP": 3266, + "IoU": 0.40955860423501345, + "TN": 101383196, + "TP": 5493, + "n_pred": 8759, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6870726330717064, + "FN": 14049, + "FP": 8238, + "IoU": 0.523313513282286, + "TN": 101349854, + "TP": 24467, + "n_pred": 32705, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9218641173159305, + "FN": 91341, + "FP": 203481, + "IoU": 0.8550537387002712, + "TN": 99362599, + "TP": 1739187, + "n_pred": 1942668, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6799049114542441, + "FN": 211619, + "FP": 23213, + "IoU": 0.5150423763815691, + "TN": 100912376, + "TP": 249400, + "n_pred": 272613, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8356587009539896, + "FN": 61781, + "FP": 14499, + "IoU": 0.7177094049989268, + "TN": 101126390, + "TP": 193938, + "n_pred": 208437, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9003548607458726, + "FN": 12152, + "FP": 4331, + "IoU": 0.8187685541506322, + "TN": 101305658, + "TP": 74467, + "n_pred": 78798, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29275652068063696, + "FN": 177312, + "FP": 14421, + "IoU": 0.17147906799875548, + "TN": 73652088, + "TP": 39683, + "n_pred": 54104, + "n_ref": 216995 + }, + "10": { + "Dice": 0.02762705340402548, + "FN": 73616, + "FP": 83008, + "IoU": 0.014007012949404781, + "TN": 73724655, + "TP": 2225, + "n_pred": 85233, + "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": 16895, + "IoU": 0.0, + "TN": 73805370, + "TP": 0, + "n_pred": 16895, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6983183225443287, + "FN": 21746, + "FP": 46854, + "IoU": 0.5364739587556421, + "TN": 73735508, + "TP": 79396, + "n_pred": 126250, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6032430476035956, + "FN": 125505, + "FP": 1656, + "IoU": 0.4318883443312142, + "TN": 73659673, + "TP": 96670, + "n_pred": 98326, + "n_ref": 222175 + }, + "2": { + "Dice": 0.237242103622139, + "FN": 162136, + "FP": 23787, + "IoU": 0.1345857557124704, + "TN": 73668667, + "TP": 28914, + "n_pred": 52701, + "n_ref": 191050 + }, + "3": { + "Dice": 0.35891961570222963, + "FN": 142981, + "FP": 16164, + "IoU": 0.21870934485382557, + "TN": 73679809, + "TP": 44550, + "n_pred": 60714, + "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": 0.3841481931369572, + "FN": 11333, + "FP": 835, + "IoU": 0.23773726743093404, + "TN": 73867541, + "TP": 3795, + "n_pred": 4630, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5000939910875015, + "FN": 838053, + "FP": 887850, + "IoU": 0.3334168862021513, + "TN": 71294325, + "TP": 863276, + "n_pred": 1751126, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.20094118505412725, + "FN": 150566, + "FP": 24666, + "IoU": 0.11169239348085064, + "TN": 73686239, + "TP": 22033, + "n_pred": 46699, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4174852167388965, + "FN": 58302, + "FP": 705, + "IoU": 0.2638112586086436, + "TN": 73803352, + "TP": 21145, + "n_pred": 21850, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6859042393415704, + "FN": 21677, + "FP": 41063, + "IoU": 0.5219590990826247, + "TN": 73752260, + "TP": 68504, + "n_pred": 109567, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6765674660502745, + "FN": 58554, + "FP": 64580, + "IoU": 0.5112217273600559, + "TN": 69243854, + "TP": 128788, + "n_pred": 193368, + "n_ref": 187342 + }, + "10": { + "Dice": 0.4232170132769357, + "FN": 45861, + "FP": 13047, + "IoU": 0.2684053651266766, + "TN": 69415256, + "TP": 21612, + "n_pred": 34659, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5209124267310533, + "FN": 45025, + "FP": 15295, + "IoU": 0.3521849795409878, + "TN": 69402663, + "TP": 32793, + "n_pred": 48088, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8856171248568155, + "FN": 27332, + "FP": 4622, + "IoU": 0.7947153035199188, + "TN": 69340119, + "TP": 123703, + "n_pred": 128325, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6732837988354223, + "FN": 46242, + "FP": 104, + "IoU": 0.5074814027630181, + "TN": 69401676, + "TP": 47754, + "n_pred": 47858, + "n_ref": 93996 + }, + "2": { + "Dice": 0.3851740545955422, + "FN": 114007, + "FP": 1378, + "IoU": 0.23852357320099254, + "TN": 69344248, + "TP": 36143, + "n_pred": 37521, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5772643615977426, + "FN": 63731, + "FP": 95675, + "IoU": 0.4057425329177913, + "TN": 69227532, + "TP": 108838, + "n_pred": 204513, + "n_ref": 172569 + }, + "4": { + "Dice": 0.12209642787429241, + "FN": 34617, + "FP": 1363, + "IoU": 0.06501741073748765, + "TN": 69457294, + "TP": 2502, + "n_pred": 3865, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7662141779788839, + "FN": 5885, + "FP": 2175, + "IoU": 0.6210268948655256, + "TN": 69474508, + "TP": 13208, + "n_pred": 15383, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9339452993518431, + "FN": 97006, + "FP": 94333, + "IoU": 0.8760763390321417, + "TN": 67951769, + "TP": 1352668, + "n_pred": 1447001, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7327868425677039, + "FN": 87810, + "FP": 76416, + "IoU": 0.5782664410244295, + "TN": 69106369, + "TP": 225181, + "n_pred": 301597, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7561249067919812, + "FN": 18210, + "FP": 27251, + "IoU": 0.6078784846812034, + "TN": 69379840, + "TP": 70475, + "n_pred": 97726, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7398040104225672, + "FN": 28127, + "FP": 8621, + "IoU": 0.5870547252500281, + "TN": 69406786, + "TP": 52242, + "n_pred": 60863, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9116164818143621, + "FN": 19079, + "FP": 16470, + "IoU": 0.8375875475715114, + "TN": 50614671, + "TP": 183332, + "n_pred": 199802, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6376654125583809, + "FN": 36519, + "FP": 8167, + "IoU": 0.4680681371790446, + "TN": 50749545, + "TP": 39321, + "n_pred": 47488, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6772383734409051, + "FN": 19051, + "FP": 8793, + "IoU": 0.5119882220975883, + "TN": 50776496, + "TP": 29212, + "n_pred": 38005, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2581294555100301, + "FN": 39838, + "FP": 22810, + "IoU": 0.1481909527241084, + "TN": 50760005, + "TP": 10899, + "n_pred": 33709, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5769979048189164, + "FN": 19334, + "FP": 3278, + "IoU": 0.4054793079875901, + "TN": 50795518, + "TP": 15422, + "n_pred": 18700, + "n_ref": 34756 + }, + "2": { + "Dice": 0.5413347228125985, + "FN": 133112, + "FP": 688, + "IoU": 0.3711164797563429, + "TN": 50620794, + "TP": 78958, + "n_pred": 79646, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7355946417142983, + "FN": 19809, + "FP": 111982, + "IoU": 0.5817712151359654, + "TN": 50518435, + "TP": 183326, + "n_pred": 295308, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6234121021718344, + "FN": 8837, + "FP": 2191, + "IoU": 0.45286763246675926, + "TN": 50813396, + "TP": 9128, + "n_pred": 11319, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8061330777884255, + "FN": 3170, + "FP": 1483, + "IoU": 0.6752285893767014, + "TN": 50819225, + "TP": 9674, + "n_pred": 11157, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9115785673670765, + "FN": 77777, + "FP": 333222, + "IoU": 0.8375235364135941, + "TN": 48303961, + "TP": 2118592, + "n_pred": 2451814, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6974550499365143, + "FN": 83073, + "FP": 42976, + "IoU": 0.5354556477321727, + "TN": 50562213, + "TP": 145290, + "n_pred": 188266, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9535993852004749, + "FN": 6137, + "FP": 3282, + "IoU": 0.9113138617403913, + "TN": 50727346, + "TP": 96787, + "n_pred": 100069, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7915807603657455, + "FN": 36987, + "FP": 4156, + "IoU": 0.6550547478914097, + "TN": 50714278, + "TP": 78131, + "n_pred": 82287, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5988474679319847, + "FN": 121336, + "FP": 68, + "IoU": 0.42739634281509853, + "TN": 76672839, + "TP": 90617, + "n_pred": 90685, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6254840657974207, + "FN": 29748, + "FP": 12418, + "IoU": 0.4550577044858291, + "TN": 76807483, + "TP": 35211, + "n_pred": 47629, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.4379023795343033, + "FN": 27343, + "FP": 12295, + "IoU": 0.2803297142234649, + "TN": 76829782, + "TP": 15440, + "n_pred": 27735, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8883861980547098, + "FN": 9444, + "FP": 8664, + "IoU": 0.7991860091158107, + "TN": 76794687, + "TP": 72065, + "n_pred": 80729, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7449813696889171, + "FN": 14223, + "FP": 3435, + "IoU": 0.593601841196778, + "TN": 76841410, + "TP": 25792, + "n_pred": 29227, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8216904843018773, + "FN": 12244, + "FP": 27534, + "IoU": 0.6973468968508191, + "TN": 76753429, + "TP": 91653, + "n_pred": 119187, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7528375981758297, + "FN": 37981, + "FP": 1041, + "IoU": 0.6036403896354532, + "TN": 76786409, + "TP": 59429, + "n_pred": 60470, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5820090805902384, + "FN": 14627, + "FP": 103, + "IoU": 0.4104462677606564, + "TN": 76859875, + "TP": 10255, + "n_pred": 10358, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6680950680474547, + "FN": 7336, + "FP": 1029, + "IoU": 0.5016086749285034, + "TN": 76868076, + "TP": 8419, + "n_pred": 9448, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9105690182958392, + "FN": 29851, + "FP": 186455, + "IoU": 0.8358207482510424, + "TN": 75567361, + "TP": 1101193, + "n_pred": 1287648, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.626226066813855, + "FN": 74646, + "FP": 28624, + "IoU": 0.45584360838866056, + "TN": 76695080, + "TP": 86510, + "n_pred": 115134, + "n_ref": 161156 + }, + "8": { + "Dice": 0.80823742460751, + "FN": 23302, + "FP": 2324, + "IoU": 0.6781866130855205, + "TN": 76805230, + "TP": 54004, + "n_pred": 56328, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7979505532061506, + "FN": 19971, + "FP": 16388, + "IoU": 0.6638250658776755, + "TN": 76776705, + "TP": 71796, + "n_pred": 88184, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48393793950217656, + "FN": 70378, + "FP": 45207, + "IoU": 0.3192072093297208, + "TN": 130830152, + "TP": 54195, + "n_pred": 99402, + "n_ref": 124573 + }, + "10": { + "Dice": 0.41668817204301073, + "FN": 35765, + "FP": 25264, + "IoU": 0.26317505161360427, + "TN": 130917105, + "TP": 21798, + "n_pred": 47062, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0028694404591104736, + "FN": 5560, + "FP": 0, + "IoU": 0.0014367816091954023, + "TN": 130994364, + "TP": 8, + "n_pred": 8, + "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": 0.14090041415032206, + "FN": 72106, + "FP": 4853, + "IoU": 0.07578960009607301, + "TN": 130916662, + "TP": 6311, + "n_pred": 11164, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0008700708187450065, + "FN": 945709, + "FP": 9703, + "IoU": 0.00043522474754872215, + "TN": 130044104, + "TP": 416, + "n_pred": 10119, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 5154, + "IoU": 0.0, + "TN": 130969468, + "TP": 0, + "n_pred": 5154, + "n_ref": 25310 + }, + "2": { + "Dice": 0.599286883463251, + "FN": 114144, + "FP": 25886, + "IoU": 0.4278441290997422, + "TN": 130755191, + "TP": 104711, + "n_pred": 130597, + "n_ref": 218855 + }, + "3": { + "Dice": 0.521415719082157, + "FN": 170605, + "FP": 35795, + "IoU": 0.3526452470862763, + "TN": 130681096, + "TP": 112436, + "n_pred": 148231, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1757, + "IoU": 0.0, + "TN": 130995895, + "TP": 0, + "n_pred": 1757, + "n_ref": 2280 + }, + "5": { + "Dice": 0.4802827598294094, + "FN": 15498, + "FP": 2294, + "IoU": 0.3160342905470342, + "TN": 130973919, + "TP": 8221, + "n_pred": 10515, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8284459113454702, + "FN": 128630, + "FP": 428156, + "IoU": 0.7071341557067145, + "TN": 129098768, + "TP": 1344378, + "n_pred": 1772534, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.11701820635494872, + "FN": 189673, + "FP": 27552, + "IoU": 0.062145160802870233, + "TN": 130768313, + "TP": 14394, + "n_pred": 41946, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6628924290384516, + "FN": 62150, + "FP": 2814, + "IoU": 0.4957659678508503, + "TN": 130871095, + "TP": 63873, + "n_pred": 66687, + "n_ref": 126023 + }, + "9": { + "Dice": 0.47992543509250124, + "FN": 26582, + "FP": 39818, + "IoU": 0.3157249296660037, + "TN": 130902895, + "TP": 30637, + "n_pred": 70455, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6495818721338009, + "FN": 29725, + "FP": 152, + "IoU": 0.48102277267279264, + "TN": 74369129, + "TP": 27692, + "n_pred": 27844, + "n_ref": 57417 + }, + "10": { + "Dice": 0.15171131384740544, + "FN": 72248, + "FP": 743, + "IoU": 0.08208204431700998, + "TN": 74347180, + "TP": 6527, + "n_pred": 7270, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.1772325842508337, + "FN": 92751, + "FP": 5443, + "IoU": 0.09723269283809874, + "TN": 74317928, + "TP": 10576, + "n_pred": 16019, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8706291994565949, + "FN": 28622, + "FP": 13660, + "IoU": 0.770897564411693, + "TN": 74242143, + "TP": 142273, + "n_pred": 155933, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4773782492289965, + "FN": 15175, + "FP": 246, + "IoU": 0.3135238603988604, + "TN": 74404234, + "TP": 7043, + "n_pred": 7289, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7417324757795327, + "FN": 27646, + "FP": 35800, + "IoU": 0.5894871015121026, + "TN": 74272145, + "TP": 91107, + "n_pred": 126907, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5567036941358822, + "FN": 79473, + "FP": 2895, + "IoU": 0.38571684267048506, + "TN": 74292610, + "TP": 51720, + "n_pred": 54615, + "n_ref": 131193 + }, + "4": { + "Dice": 0.06689090562924414, + "FN": 29406, + "FP": 0, + "IoU": 0.03460275771503611, + "TN": 74396238, + "TP": 1054, + "n_pred": 1054, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9365171662509713, + "FN": 44430, + "FP": 69877, + "IoU": 0.8806133362299102, + "TN": 73469246, + "TP": 843145, + "n_pred": 913022, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3255878923983646, + "FN": 120212, + "FP": 5317, + "IoU": 0.19444907912468715, + "TN": 74270868, + "TP": 30301, + "n_pred": 35618, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6410375893134513, + "FN": 22597, + "FP": 513, + "IoU": 0.4717110526917362, + "TN": 74382953, + "TP": 20635, + "n_pred": 21148, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5737241904074079, + "FN": 11529, + "FP": 21524, + "IoU": 0.4022533275462963, + "TN": 74371402, + "TP": 22243, + "n_pred": 43767, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440277316812332, + "FN": 12405, + "FP": 2773, + "IoU": 0.8939891321049911, + "TN": 106503514, + "TP": 127996, + "n_pred": 130769, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7194004655088626, + "FN": 29027, + "FP": 25826, + "IoU": 0.5617684890028681, + "TN": 106521519, + "TP": 70316, + "n_pred": 96142, + "n_ref": 99343 + }, + "11": { + "Dice": 0.10701932858596135, + "FN": 4388, + "FP": 1, + "IoU": 0.05653482373172829, + "TN": 106642036, + "TP": 263, + "n_pred": 264, + "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": 0.38733991950237834, + "FN": 30357, + "FP": 3131, + "IoU": 0.2401869582974089, + "TN": 106602614, + "TP": 10586, + "n_pred": 13717, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8784787211193275, + "FN": 12994, + "FP": 2848, + "IoU": 0.7832920673570168, + "TN": 106573585, + "TP": 57261, + "n_pred": 60109, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8067644003232136, + "FN": 5594, + "FP": 4450, + "IoU": 0.6761149269614007, + "TN": 106615677, + "TP": 20967, + "n_pred": 25417, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6078877085086783, + "FN": 94947, + "FP": 23387, + "IoU": 0.4366657145577454, + "TN": 106436628, + "TP": 91726, + "n_pred": 115113, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6704184935148082, + "FN": 33211, + "FP": 82101, + "IoU": 0.5042327155159442, + "TN": 106414095, + "TP": 117281, + "n_pred": 199382, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7579745962411633, + "FN": 3489, + "FP": 722, + "IoU": 0.6102730217491902, + "TN": 106635883, + "TP": 6594, + "n_pred": 7316, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6019225332202431, + "FN": 2313, + "FP": 503, + "IoU": 0.43053589484327603, + "TN": 106641743, + "TP": 2129, + "n_pred": 2632, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9738627296067965, + "FN": 38712, + "FP": 27520, + "IoU": 0.949056970938814, + "TN": 105346569, + "TP": 1233887, + "n_pred": 1261407, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8615240613171529, + "FN": 74522, + "FP": 9805, + "IoU": 0.7567345360973443, + "TN": 106300042, + "TP": 262319, + "n_pred": 272124, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8229335777593078, + "FN": 18060, + "FP": 4735, + "IoU": 0.699139455692527, + "TN": 106570922, + "TP": 52971, + "n_pred": 57706, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8358430603819538, + "FN": 14729, + "FP": 12906, + "IoU": 0.7179814266761915, + "TN": 106548698, + "TP": 70355, + "n_pred": 83261, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6774280994535982, + "FN": 74777, + "FP": 1379, + "IoU": 0.5122051203217975, + "TN": 107970805, + "TP": 79967, + "n_pred": 81346, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7768124846399607, + "FN": 17924, + "FP": 18402, + "IoU": 0.6350722803210673, + "TN": 108027385, + "TP": 63217, + "n_pred": 81619, + "n_ref": 81141 + }, + "11": { + "Dice": 0.024018175916910096, + "FN": 3000, + "FP": 7, + "IoU": 0.012155059132720105, + "TN": 108123884, + "TP": 37, + "n_pred": 44, + "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": 0.47903327114719363, + "FN": 51873, + "FP": 3698, + "IoU": 0.31495315581854044, + "TN": 108045808, + "TP": 25549, + "n_pred": 29247, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7196301074170105, + "FN": 11722, + "FP": 10229, + "IoU": 0.5620486014125534, + "TN": 108076806, + "TP": 28171, + "n_pred": 38400, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7531888416467905, + "FN": 5442, + "FP": 8838, + "IoU": 0.604092156699659, + "TN": 108090859, + "TP": 21789, + "n_pred": 30627, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8365524158527907, + "FN": 41101, + "FP": 17239, + "IoU": 0.7190288821356502, + "TN": 107919291, + "TP": 149297, + "n_pred": 166536, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8351292736079386, + "FN": 41009, + "FP": 21860, + "IoU": 0.7169287155104099, + "TN": 107904832, + "TP": 159227, + "n_pred": 181087, + "n_ref": 200236 + }, + "4": { + "Dice": 0.23004158004158004, + "FN": 28883, + "FP": 745, + "IoU": 0.12997004757150407, + "TN": 108092874, + "TP": 4426, + "n_pred": 5171, + "n_ref": 33309 + }, + "5": { + "Dice": 0.3366673760374548, + "FN": 3086, + "FP": 31, + "IoU": 0.20240532241555784, + "TN": 108123020, + "TP": 791, + "n_pred": 822, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9507093137147471, + "FN": 69535, + "FP": 76656, + "IoU": 0.9060495114852225, + "TN": 106570885, + "TP": 1409852, + "n_pred": 1486508, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7025662262714242, + "FN": 72312, + "FP": 83543, + "IoU": 0.54150449949548, + "TN": 107787001, + "TP": 184072, + "n_pred": 267615, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8289130606547447, + "FN": 11698, + "FP": 1294, + "IoU": 0.7078151354998313, + "TN": 108082463, + "TP": 31473, + "n_pred": 32767, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8158949096880131, + "FN": 12050, + "FP": 10374, + "IoU": 0.6890392722431773, + "TN": 108054816, + "TP": 49688, + "n_pred": 60062, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1864026544511761, + "FN": 110617, + "FP": 10513, + "IoU": 0.10278061715775595, + "TN": 62435154, + "TP": 13876, + "n_pred": 24389, + "n_ref": 124493 + }, + "10": { + "Dice": 0.48447532930405346, + "FN": 33455, + "FP": 21220, + "IoU": 0.3196749869347734, + "TN": 62489794, + "TP": 25691, + "n_pred": 46911, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5239947725131447, + "FN": 24468, + "FP": 6856, + "IoU": 0.35500875115824154, + "TN": 62521595, + "TP": 17241, + "n_pred": 24097, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9239051321254403, + "FN": 45344, + "FP": 5571, + "IoU": 0.8585721944295528, + "TN": 62210153, + "TP": 309092, + "n_pred": 314663, + "n_ref": 354436 + }, + "15": { + "Dice": 0.17236092860271574, + "FN": 80321, + "FP": 25491, + "IoU": 0.09430796884361893, + "TN": 62453330, + "TP": 11018, + "n_pred": 36509, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6346954634761444, + "FN": 80437, + "FP": 19221, + "IoU": 0.46487464627643865, + "TN": 62383927, + "TP": 86575, + "n_pred": 105796, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6020102624473762, + "FN": 106075, + "FP": 18335, + "IoU": 0.430625666466822, + "TN": 62351657, + "TP": 94093, + "n_pred": 112428, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8484963837076513, + "FN": 5648, + "FP": 720, + "IoU": 0.7368595041322314, + "TN": 62545960, + "TP": 17832, + "n_pred": 18552, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5686138956100933, + "FN": 4885, + "FP": 107, + "IoU": 0.3972470417773485, + "TN": 62561878, + "TP": 3290, + "n_pred": 3397, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8879240235182231, + "FN": 58961, + "FP": 294105, + "IoU": 0.79843827426909, + "TN": 60818508, + "TP": 1398586, + "n_pred": 1692691, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6558042589432365, + "FN": 84983, + "FP": 22520, + "IoU": 0.48787854247154827, + "TN": 62360243, + "TP": 102414, + "n_pred": 124934, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8131310654100831, + "FN": 12101, + "FP": 14568, + "IoU": 0.6851060312662353, + "TN": 62485468, + "TP": 58023, + "n_pred": 72591, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7375663818979451, + "FN": 9666, + "FP": 18749, + "IoU": 0.5842417148291755, + "TN": 62501815, + "TP": 39930, + "n_pred": 58679, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18071216994444514, + "FN": 252278, + "FP": 5506, + "IoU": 0.09933126960945307, + "TN": 55095034, + "TP": 28430, + "n_pred": 33936, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7598176461103212, + "FN": 24735, + "FP": 8035, + "IoU": 0.6126660677982129, + "TN": 55296644, + "TP": 51834, + "n_pred": 59869, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.3723520841660113, + "FN": 40431, + "FP": 8250, + "IoU": 0.2287669713724434, + "TN": 55318127, + "TP": 14440, + "n_pred": 22690, + "n_ref": 54871 + }, + "14": { + "Dice": 0.880040153923373, + "FN": 11026, + "FP": 11918, + "IoU": 0.7857783089333732, + "TN": 55274144, + "TP": 84160, + "n_pred": 96078, + "n_ref": 95186 + }, + "15": { + "Dice": 0.677698245271745, + "FN": 32283, + "FP": 20579, + "IoU": 0.512514063335731, + "TN": 55272810, + "TP": 55576, + "n_pred": 76155, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6489352505547071, + "FN": 60248, + "FP": 85948, + "IoU": 0.48031395299236446, + "TN": 55099932, + "TP": 135120, + "n_pred": 221068, + "n_ref": 195368 + }, + "3": { + "Dice": 0.2850176956350767, + "FN": 153085, + "FP": 1462, + "IoU": 0.166192790974961, + "TN": 55195897, + "TP": 30804, + "n_pred": 32266, + "n_ref": 183889 + }, + "4": { + "Dice": 0.14427050720100187, + "FN": 6833, + "FP": 0, + "IoU": 0.07774328519368336, + "TN": 55373839, + "TP": 576, + "n_pred": 576, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7723457826269409, + "FN": 1959, + "FP": 211, + "IoU": 0.6291232267988378, + "TN": 55375397, + "TP": 3681, + "n_pred": 3892, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8944598810560818, + "FN": 59700, + "FP": 279909, + "IoU": 0.809070485755439, + "TN": 53602534, + "TP": 1439105, + "n_pred": 1719014, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.500611775940792, + "FN": 108153, + "FP": 25719, + "IoU": 0.33387735604959895, + "TN": 55180276, + "TP": 67100, + "n_pred": 92819, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8483588851394743, + "FN": 10724, + "FP": 2263, + "IoU": 0.7366521342390754, + "TN": 55331933, + "TP": 36328, + "n_pred": 38591, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7582138405473039, + "FN": 11073, + "FP": 14338, + "IoU": 0.6105832592638, + "TN": 55315994, + "TP": 39843, + "n_pred": 54181, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.506730826854057, + "FN": 174588, + "FP": 47649, + "IoU": 0.3393432583802038, + "TN": 110810227, + "TP": 114151, + "n_pred": 161800, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7285949559208189, + "FN": 25868, + "FP": 16155, + "IoU": 0.5730628168527568, + "TN": 111048186, + "TP": 56406, + "n_pred": 72561, + "n_ref": 82274 + }, + "11": { + "Dice": 0.010402408978921434, + "FN": 3615, + "FP": 0, + "IoU": 0.005228398458998349, + "TN": 111142981, + "TP": 19, + "n_pred": 19, + "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": 0.398601142074565, + "FN": 46295, + "FP": 2888, + "IoU": 0.24890809688158577, + "TN": 111081133, + "TP": 16299, + "n_pred": 19187, + "n_ref": 62594 + }, + "14": { + "Dice": 0.29260296711277106, + "FN": 34065, + "FP": 28, + "IoU": 0.17137371184133773, + "TN": 111105471, + "TP": 7051, + "n_pred": 7079, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7192609699769054, + "FN": 5899, + "FP": 9296, + "IoU": 0.561598384304674, + "TN": 111111955, + "TP": 19465, + "n_pred": 28761, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7269373505236826, + "FN": 23668, + "FP": 75664, + "IoU": 0.571014592897461, + "TN": 110915064, + "TP": 132219, + "n_pred": 207883, + "n_ref": 155887 + }, + "3": { + "Dice": 0.4652199706497643, + "FN": 170063, + "FP": 1211, + "IoU": 0.3031183373207688, + "TN": 110900843, + "TP": 74498, + "n_pred": 75709, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6306826381873286, + "FN": 10098, + "FP": 138, + "IoU": 0.46058178752107926, + "TN": 111127639, + "TP": 8740, + "n_pred": 8878, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7367697594501719, + "FN": 1551, + "FP": 747, + "IoU": 0.5832426550598476, + "TN": 111141101, + "TP": 3216, + "n_pred": 3963, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9201377564571485, + "FN": 53904, + "FP": 215209, + "IoU": 0.8520880899014738, + "TN": 109327201, + "TP": 1550301, + "n_pred": 1765510, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.24162034001971994, + "FN": 309963, + "FP": 121530, + "IoU": 0.1374107910361234, + "TN": 110646385, + "TP": 68737, + "n_pred": 190267, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8291181053287628, + "FN": 14033, + "FP": 13385, + "IoU": 0.7081142078480636, + "TN": 111052681, + "TP": 66516, + "n_pred": 79901, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8237434142939275, + "FN": 12154, + "FP": 6547, + "IoU": 0.7003092899152257, + "TN": 111084214, + "TP": 43700, + "n_pred": 50247, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.886261122055269, + "FN": 33707, + "FP": 9538, + "IoU": 0.7957530616967916, + "TN": 96909296, + "TP": 168484, + "n_pred": 178022, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6120821016695116, + "FN": 37647, + "FP": 8940, + "IoU": 0.44100742731668685, + "TN": 97037684, + "TP": 36754, + "n_pred": 45694, + "n_ref": 74401 + }, + "11": { + "Dice": 0.02474122696288816, + "FN": 3863, + "FP": 0, + "IoU": 0.012525562372188138, + "TN": 97117113, + "TP": 49, + "n_pred": 49, + "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": 0.6976323831947963, + "FN": 22038, + "FP": 3389, + "IoU": 0.5356647187728268, + "TN": 97066265, + "TP": 29333, + "n_pred": 32722, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9299153607515388, + "FN": 10859, + "FP": 7598, + "IoU": 0.8690110358042653, + "TN": 96980120, + "TP": 122448, + "n_pred": 130046, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6193855374077977, + "FN": 30880, + "FP": 15354, + "IoU": 0.44863034119232464, + "TN": 97037172, + "TP": 37619, + "n_pred": 52973, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7379385293083821, + "FN": 52977, + "FP": 28288, + "IoU": 0.5847088643820075, + "TN": 96925343, + "TP": 114417, + "n_pred": 142705, + "n_ref": 167394 + }, + "3": { + "Dice": 0.5876393516833941, + "FN": 117293, + "FP": 26632, + "IoU": 0.41606890731754814, + "TN": 96874549, + "TP": 102551, + "n_pred": 129183, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7547811883209692, + "FN": 6143, + "FP": 1063, + "IoU": 0.6061434193266287, + "TN": 97102729, + "TP": 11090, + "n_pred": 12153, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5151548672566372, + "FN": 7801, + "FP": 965, + "IoU": 0.34694181628548015, + "TN": 97107602, + "TP": 4657, + "n_pred": 5622, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9213607851039021, + "FN": 53557, + "FP": 208320, + "IoU": 0.8541881032877652, + "TN": 95325033, + "TP": 1534115, + "n_pred": 1742435, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5120253534987872, + "FN": 208662, + "FP": 16449, + "IoU": 0.3441089232956698, + "TN": 96777811, + "TP": 118103, + "n_pred": 134552, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8548478755027102, + "FN": 21886, + "FP": 4678, + "IoU": 0.7464928520985628, + "TN": 97016239, + "TP": 78222, + "n_pred": 82900, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8242187713515788, + "FN": 20050, + "FP": 12109, + "IoU": 0.7009967086300835, + "TN": 97013471, + "TP": 75395, + "n_pred": 87504, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7123603331499858, + "FN": 87700, + "FP": 677, + "IoU": 0.5532295652965175, + "TN": 78858592, + "TP": 109436, + "n_pred": 110113, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6404206155185693, + "FN": 45203, + "FP": 8484, + "IoU": 0.4710431938204461, + "TN": 78954909, + "TP": 47809, + "n_pred": 56293, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.45818258210592655, + "FN": 45846, + "FP": 578, + "IoU": 0.29717045402934006, + "TN": 78990352, + "TP": 19629, + "n_pred": 20207, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5563989878812092, + "FN": 19077, + "FP": 10902, + "IoU": 0.38542435424354243, + "TN": 79007625, + "TP": 18801, + "n_pred": 29703, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4052084378029619, + "FN": 26411, + "FP": 9173, + "IoU": 0.2540823813017503, + "TN": 79008700, + "TP": 12121, + "n_pred": 21294, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6367590082335204, + "FN": 17506, + "FP": 91155, + "IoU": 0.4670920344086865, + "TN": 78852503, + "TP": 95241, + "n_pred": 186396, + "n_ref": 112747 + }, + "3": { + "Dice": 0.041691119132413114, + "FN": 118787, + "FP": 418, + "IoU": 0.021289347936747728, + "TN": 78934607, + "TP": 2593, + "n_pred": 3011, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5113301753936755, + "FN": 2961, + "FP": 856, + "IoU": 0.3434812521499828, + "TN": 79050591, + "TP": 1997, + "n_pred": 2853, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8903200671323629, + "FN": 93761, + "FP": 208032, + "IoU": 0.8023214989853841, + "TN": 77529719, + "TP": 1224893, + "n_pred": 1432925, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.345748372840429, + "FN": 373593, + "FP": 6274, + "IoU": 0.20900591370981175, + "TN": 78576165, + "TP": 100373, + "n_pred": 106647, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7390823659480376, + "FN": 12809, + "FP": 407, + "IoU": 0.5861464270056993, + "TN": 79024471, + "TP": 18718, + "n_pred": 19125, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8914702663261583, + "FN": 10203, + "FP": 4671, + "IoU": 0.804191569468945, + "TN": 78980443, + "TP": 61088, + "n_pred": 65759, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.823478833313181, + "FN": 18892, + "FP": 73081, + "IoU": 0.6999269172794957, + "TN": 122405438, + "TP": 214529, + "n_pred": 287610, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7621344943225276, + "FN": 32672, + "FP": 15844, + "IoU": 0.6156844106463878, + "TN": 122585700, + "TP": 77724, + "n_pred": 93568, + "n_ref": 110396 + }, + "11": { + "Dice": 0.034312573443008226, + "FN": 4109, + "FP": 0, + "IoU": 0.017455762792922047, + "TN": 122707758, + "TP": 73, + "n_pred": 73, + "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": 0.0788658018597176, + "FN": 51052, + "FP": 13140, + "IoU": 0.0410516880788766, + "TN": 122645000, + "TP": 2748, + "n_pred": 15888, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8255812850407445, + "FN": 20668, + "FP": 16104, + "IoU": 0.7029701370770362, + "TN": 122588141, + "TP": 87027, + "n_pred": 103131, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8666580916243274, + "FN": 10662, + "FP": 1778, + "IoU": 0.7646925303119148, + "TN": 122659073, + "TP": 40427, + "n_pred": 42205, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5387414294498666, + "FN": 78678, + "FP": 21089, + "IoU": 0.36868316142504587, + "TN": 122553910, + "TP": 58263, + "n_pred": 79352, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7555444374477042, + "FN": 14498, + "FP": 70519, + "IoU": 0.6071284987453731, + "TN": 122495541, + "TP": 131382, + "n_pred": 201901, + "n_ref": 145880 + }, + "4": { + "Dice": 0.038073003187716066, + "FN": 64203, + "FP": 72, + "IoU": 0.0194059224678475, + "TN": 122646393, + "TP": 1272, + "n_pred": 1344, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5196935183267757, + "FN": 10935, + "FP": 662, + "IoU": 0.3510715684628728, + "TN": 122694069, + "TP": 6274, + "n_pred": 6936, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8610743898006351, + "FN": 141368, + "FP": 365061, + "IoU": 0.7560409407686486, + "TN": 120636063, + "TP": 1569448, + "n_pred": 1934509, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.30641835106870646, + "FN": 440892, + "FP": 126489, + "IoU": 0.1809291871236717, + "TN": 122019227, + "TP": 125332, + "n_pred": 251821, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8203973019174575, + "FN": 39027, + "FP": 3629, + "IoU": 0.6954861185473911, + "TN": 122571861, + "TP": 97423, + "n_pred": 101052, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6449585281254713, + "FN": 21287, + "FP": 37570, + "IoU": 0.47596958581146054, + "TN": 122599624, + "TP": 53459, + "n_pred": 91029, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..0822ecec9ac0e01c39a491277383b48dbc393a12 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,14256 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.272365028131675, + "FN": 819.9921568627451, + "FP": 505.91372549019604, + "IoU": 0.2305920968301733, + "TN": 264326.1058823529, + "TP": 2349.8705882352947, + "n_pred": 2855.7843137254904, + "n_ref": 3169.86274509804 + }, + "mean": { + "1": { + "Dice": 0.29190012361658174, + "FN": 513.8823529411765, + "FP": 48.64705882352941, + "IoU": 0.26064556657560756, + "TN": 266017.35294117645, + "TP": 1422.0, + "n_pred": 1470.6470588235295, + "n_ref": 1935.8823529411766 + }, + "10": { + "Dice": 0.213462298131391, + "FN": 370.0, + "FP": 1274.764705882353, + "IoU": 0.1736591735867515, + "TN": 265787.4117647059, + "TP": 569.7058823529412, + "n_pred": 1844.4705882352941, + "n_ref": 939.7058823529412 + }, + "11": { + "Dice": 0.0, + "FN": 193.05882352941177, + "FP": 0.0, + "IoU": 0.0, + "TN": 267808.82352941175, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 193.05882352941177 + }, + "12": { + "Dice": 0.0, + "FN": 10.882352941176471, + "FP": 0.0, + "IoU": 0.0, + "TN": 267991.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 10.882352941176471 + }, + "13": { + "Dice": 0.13993045080898475, + "FN": 3195.705882352941, + "FP": 57.05882352941177, + "IoU": 0.08328854398781024, + "TN": 264593.5882352941, + "TP": 155.52941176470588, + "n_pred": 212.58823529411765, + "n_ref": 3351.235294117647 + }, + "14": { + "Dice": 0.37309106818150745, + "FN": 740.1764705882352, + "FP": 404.94117647058823, + "IoU": 0.2975640075020718, + "TN": 265251.5294117647, + "TP": 1605.235294117647, + "n_pred": 2010.1764705882354, + "n_ref": 2345.4117647058824 + }, + "15": { + "Dice": 0.05443371378402107, + "FN": 2587.6470588235293, + "FP": 92.3529411764706, + "IoU": 0.028783658310120707, + "TN": 265161.4117647059, + "TP": 160.47058823529412, + "n_pred": 252.8235294117647, + "n_ref": 2748.1176470588234 + }, + "2": { + "Dice": 0.40774714665193507, + "FN": 1899.2941176470588, + "FP": 654.5882352941177, + "IoU": 0.3551103166010563, + "TN": 263411.29411764705, + "TP": 2036.7058823529412, + "n_pred": 2691.294117647059, + "n_ref": 3936.0 + }, + "3": { + "Dice": 0.4770065702836184, + "FN": 530.2941176470588, + "FP": 330.0, + "IoU": 0.4574075257988614, + "TN": 262023.11764705883, + "TP": 5118.470588235294, + "n_pred": 5448.470588235294, + "n_ref": 5648.764705882353 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.2941176470588236, + "IoU": 0.0, + "TN": 268000.5882352941, + "TP": 0.0, + "n_pred": 1.2941176470588236, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.30600740860041875, + "FN": 122.0, + "FP": 176.8235294117647, + "IoU": 0.22046878626131353, + "TN": 267479.5294117647, + "TP": 223.52941176470588, + "n_pred": 400.3529411764706, + "n_ref": 345.52941176470586 + }, + "6": { + "Dice": 0.5161218334406161, + "FN": 424.05882352941177, + "FP": 2840.0, + "IoU": 0.4782394481350612, + "TN": 247726.76470588235, + "TP": 17011.058823529413, + "n_pred": 19851.058823529413, + "n_ref": 17435.117647058825 + }, + "7": { + "Dice": 0.1608633347011823, + "FN": 30.529411764705884, + "FP": 1046.4117647058824, + "IoU": 0.11251938049113916, + "TN": 266840.4117647059, + "TP": 84.52941176470588, + "n_pred": 1130.9411764705883, + "n_ref": 115.05882352941177 + }, + "8": { + "Dice": 0.6314465901535987, + "FN": 386.70588235294116, + "FP": 133.7058823529412, + "IoU": 0.5772276879243501, + "TN": 263491.64705882355, + "TP": 3989.823529411765, + "n_pred": 4123.529411764706, + "n_ref": 4376.529411764706 + }, + "9": { + "Dice": 0.5134648836212701, + "FN": 1295.6470588235295, + "FP": 528.1176470588235, + "IoU": 0.4139673572784551, + "TN": 263307.1176470588, + "TP": 2871.0, + "n_pred": 3399.1176470588234, + "n_ref": 4166.64705882353 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8291749037561128, + "FN": 8041, + "FP": 168, + "IoU": 0.70819707095123, + "TN": 147100, + "TP": 19923, + "n_pred": 20091, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8530206002623254, + "FN": 1621, + "FP": 284, + "IoU": 0.7437104802905959, + "TN": 167799, + "TP": 5528, + "n_pred": 5812, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5126, + "IoU": 0.0, + "TN": 170106, + "TP": 0, + "n_pred": 5126, + "n_ref": 0 + }, + "3": { + "Dice": 0.9030612711267928, + "FN": 7164, + "FP": 3441, + "IoU": 0.8232558914702843, + "TN": 115230, + "TP": 49397, + "n_pred": 52838, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3782, + "IoU": 0.0, + "TN": 171450, + "TP": 0, + "n_pred": 3782, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 577, + "FP": 0, + "IoU": 0.0, + "TN": 174655, + "TP": 0, + "n_pred": 0, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14989, + "FP": 3, + "IoU": 0.0, + "TN": 160240, + "TP": 0, + "n_pred": 3, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9344026878369956, + "FN": 1162, + "FP": 1259, + "IoU": 0.8768816110659072, + "TN": 155568, + "TP": 17243, + "n_pred": 18502, + "n_ref": 18405 + }, + "9": { + "Dice": 0.0, + "FN": 2381, + "FP": 0, + "IoU": 0.0, + "TN": 172851, + "TP": 0, + "n_pred": 0, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9222258379433778, + "FN": 695, + "FP": 22, + "IoU": 0.8556763285024155, + "TN": 345496, + "TP": 4251, + "n_pred": 4273, + "n_ref": 4946 + }, + "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": 0.9589781505749178, + "FN": 1851, + "FP": 1367, + "IoU": 0.921189263322884, + "TN": 309632, + "TP": 37614, + "n_pred": 38981, + "n_ref": 39465 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6120148172008375, + "FN": 1812, + "FP": 3006, + "IoU": 0.44093757252262705, + "TN": 341846, + "TP": 3800, + "n_pred": 6806, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1039, + "IoU": 0.0, + "TN": 349425, + "TP": 0, + "n_pred": 1039, + "n_ref": 0 + }, + "7": { + "Dice": 0.5084745762711864, + "FN": 87, + "FP": 0, + "IoU": 0.3409090909090909, + "TN": 350332, + "TP": 45, + "n_pred": 45, + "n_ref": 132 + }, + "8": { + "Dice": 0.9330468935340169, + "FN": 4862, + "FP": 218, + "IoU": 0.8744966277145045, + "TN": 309987, + "TP": 35397, + "n_pred": 35615, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 700786, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5578, + "IoU": 0.0, + "TN": 695350, + "TP": 0, + "n_pred": 5578, + "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": 0.0559971098265896, + "FN": 15677, + "FP": 1, + "IoU": 0.028805054822523695, + "TN": 684785, + "TP": 465, + "n_pred": 466, + "n_ref": 16142 + }, + "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": 900, + "IoU": 0.0, + "TN": 700028, + "TP": 0, + "n_pred": 900, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 700886, + "TP": 0, + "n_pred": 42, + "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": 0.9782495400911354, + "FN": 170, + "FP": 4713, + "IoU": 0.9574251037561469, + "TN": 586236, + "TP": 109809, + "n_pred": 114522, + "n_ref": 109979 + }, + "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": 26, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "9": { + "Dice": 0.8966218578193028, + "FN": 358, + "FP": 2895, + "IoU": 0.8126152073732719, + "TN": 683568, + "TP": 14107, + "n_pred": 17002, + "n_ref": 14465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 174909, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 174874, + "TP": 0, + "n_pred": 358, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6227270245181019, + "FN": 6812, + "FP": 97, + "IoU": 0.45214495281896755, + "TN": 162621, + "TP": 5702, + "n_pred": 5799, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 1963, + "FP": 26, + "IoU": 0.0, + "TN": 348475, + "TP": 0, + "n_pred": 26, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 14045, + "FP": 102, + "IoU": 0.0, + "TN": 336317, + "TP": 0, + "n_pred": 102, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 350461, + "TP": 3, + "n_pred": 3, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4501, + "IoU": 0.0, + "TN": 345963, + "TP": 0, + "n_pred": 4501, + "n_ref": 0 + }, + "8": { + "Dice": 0.9722759509993553, + "FN": 550, + "FP": 310, + "IoU": 0.946047678795483, + "TN": 334524, + "TP": 15080, + "n_pred": 15390, + "n_ref": 15630 + }, + "9": { + "Dice": 0.5105704028719585, + "FN": 4685, + "FP": 223, + "IoU": 0.3427959292983396, + "TN": 342996, + "TP": 2560, + "n_pred": 2783, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "10": { + "Dice": 0.6412154866574117, + "FN": 2129, + "FP": 2523, + "IoU": 0.47190373481666475, + "TN": 166423, + "TP": 4157, + "n_pred": 6680, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.391304347826087, + "FN": 2244, + "FP": 444, + "IoU": 0.24324324324324326, + "TN": 171680, + "TP": 864, + "n_pred": 1308, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9631296891747052, + "FN": 234, + "FP": 110, + "IoU": 0.9288815381434774, + "TN": 170395, + "TP": 4493, + "n_pred": 4603, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9276677882985106, + "FN": 3778, + "FP": 1768, + "IoU": 0.8650936511797617, + "TN": 134122, + "TP": 35564, + "n_pred": 37332, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.31750741839762614, + "FN": 0, + "FP": 460, + "IoU": 0.18871252204585537, + "TN": 174665, + "TP": 107, + "n_pred": 567, + "n_ref": 107 + }, + "9": { + "Dice": 0.7315158852753308, + "FN": 2997, + "FP": 3434, + "IoU": 0.5766850974196945, + "TN": 160040, + "TP": 8761, + "n_pred": 12195, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 902, + "IoU": 0.0, + "TN": 524794, + "TP": 0, + "n_pred": 902, + "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": 5406, + "IoU": 0.0, + "TN": 520290, + "TP": 0, + "n_pred": 5406, + "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": 0.8995443598991486, + "FN": 705, + "FP": 17065, + "IoU": 0.8174290058767928, + "TN": 428364, + "TP": 79562, + "n_pred": 96627, + "n_ref": 80267 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8482043096568236, + "FN": 910, + "FP": 41, + "IoU": 0.7364190687361419, + "TN": 171624, + "TP": 2657, + "n_pred": 2698, + "n_ref": 3567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 174622, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558224082846756, + "FN": 165, + "FP": 236, + "IoU": 0.9153829921924457, + "TN": 170493, + "TP": 4338, + "n_pred": 4574, + "n_ref": 4503 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 174806, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4194804404696721, + "FN": 1173, + "FP": 17911, + "IoU": 0.26540667462180995, + "TN": 149253, + "TP": 6895, + "n_pred": 24806, + "n_ref": 8068 + }, + "7": { + "Dice": 0.6175687666370896, + "FN": 432, + "FP": 1292, + "IoU": 0.4467265725288832, + "TN": 172116, + "TP": 1392, + "n_pred": 2684, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.7461821363630149, + "FN": 12583, + "FP": 5982, + "IoU": 0.5951280150041436, + "TN": 129378, + "TP": 27289, + "n_pred": 33271, + "n_ref": 39872 + }, + "15": { + "Dice": 0.10886742756804214, + "FN": 43990, + "FP": 670, + "IoU": 0.057567316620241414, + "TN": 127844, + "TP": 2728, + "n_pred": 3398, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "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": 512, + "IoU": 0.0, + "TN": 174720, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2981, + "IoU": 0.0, + "TN": 172251, + "TP": 0, + "n_pred": 2981, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0362.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": 13224, + "IoU": 0.0, + "TN": 337240, + "TP": 0, + "n_pred": 13224, + "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": 0.25235079639224717, + "FN": 7372, + "FP": 420, + "IoU": 0.14439442187328427, + "TN": 341357, + "TP": 1315, + "n_pred": 1735, + "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": 0.6351488810800814, + "FN": 31119, + "FP": 445, + "IoU": 0.4653612927267184, + "TN": 291426, + "TP": 27474, + "n_pred": 27919, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 150, + "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": 0.9804537973630194, + "FN": 1218, + "FP": 896, + "IoU": 0.9616570537236551, + "TN": 295330, + "TP": 53020, + "n_pred": 53916, + "n_ref": 54238 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8588, + "IoU": 0.0, + "TN": 341876, + "TP": 0, + "n_pred": 8588, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8328190148641964, + "FN": 4793, + "FP": 2304, + "IoU": 0.7135303140389118, + "TN": 325690, + "TP": 17677, + "n_pred": 19981, + "n_ref": 22470 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1561.5843137254901, + "FP": 1375.701960784314, + "IoU": NaN, + "TN": 221559.99607843134, + "TP": 2273.5411764705873, + "n_pred": 3649.2431372549017, + "n_ref": 3835.1254901960783 + }, + "mean": { + "1": { + "Dice": 0.2620212507221445, + "FN": 204.05882352941177, + "FP": 1440.4705882352941, + "IoU": 0.21967915016992282, + "TN": 221471.64705882352, + "TP": 3654.6470588235293, + "n_pred": 5095.117647058823, + "n_ref": 3858.705882352941 + }, + "10": { + "Dice": 0.25887433448703046, + "FN": 1008.9411764705883, + "FP": 1471.1176470588234, + "IoU": 0.19628932170870528, + "TN": 222878.5294117647, + "TP": 1412.235294117647, + "n_pred": 2883.3529411764707, + "n_ref": 2421.176470588235 + }, + "11": { + "Dice": 0.0, + "FN": 167.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 226603.82352941178, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 167.0 + }, + "12": { + "Dice": 0.0, + "FN": 253.58823529411765, + "FP": 0.0, + "IoU": 0.0, + "TN": 226517.23529411765, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 253.58823529411765 + }, + "13": { + "Dice": 0.11212440208193541, + "FN": 303.8235294117647, + "FP": 491.7647058823529, + "IoU": 0.07120242243033408, + "TN": 225765.29411764705, + "TP": 209.94117647058823, + "n_pred": 701.7058823529412, + "n_ref": 513.7647058823529 + }, + "14": { + "Dice": 0.3324776150515832, + "FN": 3738.294117647059, + "FP": 1611.3529411764705, + "IoU": 0.2566117373137921, + "TN": 216040.70588235295, + "TP": 5380.470588235294, + "n_pred": 6991.823529411765, + "n_ref": 9118.764705882353 + }, + "15": { + "Dice": 0.1683306245646622, + "FN": 432.29411764705884, + "FP": 292.1764705882353, + "IoU": 0.12688134406720336, + "TN": 225534.58823529413, + "TP": 511.7647058823529, + "n_pred": 803.9411764705883, + "n_ref": 944.0588235294117 + }, + "2": { + "Dice": 0.21677089878435796, + "FN": 1728.0, + "FP": 1614.6470588235295, + "IoU": 0.174770764131755, + "TN": 220416.17647058822, + "TP": 3012.0, + "n_pred": 4626.64705882353, + "n_ref": 4740.0 + }, + "3": { + "Dice": 0.48778462469607187, + "FN": 1578.6470588235295, + "FP": 226.0, + "IoU": 0.3742593184349324, + "TN": 222584.41176470587, + "TP": 2381.764705882353, + "n_pred": 2607.764705882353, + "n_ref": 3960.4117647058824 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 226770.82352941178, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.2712602249138389, + "FN": 455.94117647058823, + "FP": 44.588235294117645, + "IoU": 0.20817382614131838, + "TN": 226041.9411764706, + "TP": 228.35294117647058, + "n_pred": 272.94117647058823, + "n_ref": 684.2941176470588 + }, + "6": { + "Dice": 0.42433154063129486, + "FN": 3230.0, + "FP": 10262.411764705883, + "IoU": 0.35425099127721443, + "TN": 203222.17647058822, + "TP": 10056.235294117647, + "n_pred": 20318.647058823528, + "n_ref": 13286.235294117647 + }, + "7": { + "Dice": 0.21482753674182223, + "FN": 6887.941176470588, + "FP": 1729.3529411764705, + "IoU": 0.14429922343841936, + "TN": 215948.4705882353, + "TP": 2205.0588235294117, + "n_pred": 3934.4117647058824, + "n_ref": 9093.0 + }, + "8": { + "Dice": 0.5556628547025297, + "FN": 2287.0588235294117, + "FP": 344.4117647058824, + "IoU": 0.4893757008960059, + "TN": 221526.58823529413, + "TP": 2612.764705882353, + "n_pred": 2957.176470588235, + "n_ref": 4899.823529411765 + }, + "9": { + "Dice": 0.6906399928891375, + "FN": 1148.1764705882354, + "FP": 1107.235294117647, + "IoU": 0.5375508135515958, + "TN": 222077.5294117647, + "TP": 2437.8823529411766, + "n_pred": 3545.1176470588234, + "n_ref": 3586.0588235294117 + } + }, + "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": 0.798522058178478, + "FN": 38686, + "FP": 357, + "IoU": 0.66461649472138, + "TN": 58819, + "TP": 77370, + "n_pred": 77727, + "n_ref": 116056 + }, + "15": { + "Dice": 0.6733224982586488, + "FN": 7328, + "FP": 1114, + "IoU": 0.5075253762688134, + "TN": 158090, + "TP": 8700, + "n_pred": 9814, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6833428084138715, + "FN": 419, + "FP": 138, + "IoU": 0.5189982728842832, + "TN": 174074, + "TP": 601, + "n_pred": 739, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7151197426426784, + "FN": 2502, + "FP": 2280, + "IoU": 0.5565652818991098, + "TN": 164448, + "TP": 6002, + "n_pred": 8282, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 171288, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.13404507710557534, + "FN": 3989, + "FP": 391, + "IoU": 0.07183725365543547, + "TN": 170513, + "TP": 339, + "n_pred": 730, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9070563210949782, + "FN": 3290, + "FP": 1735, + "IoU": 0.8299204603147741, + "TN": 145687, + "TP": 24520, + "n_pred": 26255, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4788732394366197, + "FN": 74, + "FP": 0, + "IoU": 0.3148148148148148, + "TN": 175124, + "TP": 34, + "n_pred": 34, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9413466755078667, + "FN": 512, + "FP": 461, + "IoU": 0.8891925748775766, + "TN": 166451, + "TP": 7808, + "n_pred": 8269, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15164, + "IoU": 0.0, + "TN": 335300, + "TP": 0, + "n_pred": 15164, + "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": 28, + "FP": 0, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "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": 3004, + "IoU": 0.0, + "TN": 347460, + "TP": 0, + "n_pred": 3004, + "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": 0.1633102895501453, + "FN": 16681, + "FP": 21, + "IoU": 0.08891555749509056, + "TN": 332132, + "TP": 1630, + "n_pred": 1651, + "n_ref": 18311 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9813203480482159, + "FN": 1853, + "FP": 487, + "IoU": 0.9633257581694225, + "TN": 111427, + "TP": 61465, + "n_pred": 61952, + "n_ref": 63318 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 251, + "FP": 0, + "IoU": 0.0, + "TN": 174981, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "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": 9391, + "IoU": 0.0, + "TN": 165841, + "TP": 0, + "n_pred": 9391, + "n_ref": 0 + }, + "3": { + "Dice": 0.6168421052631579, + "FN": 12009, + "FP": 367, + "IoU": 0.4459665144596651, + "TN": 152894, + "TP": 9962, + "n_pred": 10329, + "n_ref": 21971 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3838, + "IoU": 0.0, + "TN": 171394, + "TP": 0, + "n_pred": 3838, + "n_ref": 0 + }, + "7": { + "Dice": 0.3990196078431373, + "FN": 4902, + "FP": 2, + "IoU": 0.2492345376607471, + "TN": 168700, + "TP": 1628, + "n_pred": 1630, + "n_ref": 6530 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3235, + "IoU": 0.0, + "TN": 171997, + "TP": 0, + "n_pred": 3235, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 110800, + "IoU": 0.0, + "TN": 64432, + "TP": 0, + "n_pred": 110800, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.5848386759945703, + "FN": 6841, + "FP": 1111, + "IoU": 0.4132664354755405, + "TN": 161679, + "TP": 5601, + "n_pred": 6712, + "n_ref": 12442 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 433, + "FP": 908, + "IoU": 0.0, + "TN": 173891, + "TP": 0, + "n_pred": 908, + "n_ref": 433 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4724, + "IoU": 0.0, + "TN": 170508, + "TP": 0, + "n_pred": 4724, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8312738710402157, + "FN": 1824, + "FP": 10192, + "IoU": 0.7112648981161092, + "TN": 133616, + "TP": 29600, + "n_pred": 39792, + "n_ref": 31424 + }, + "7": { + "Dice": 0.09494230051096153, + "FN": 98718, + "FP": 651, + "IoU": 0.04983696847419703, + "TN": 70651, + "TP": 5212, + "n_pred": 5863, + "n_ref": 103930 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4315068493150685, + "FN": 166, + "FP": 0, + "IoU": 0.27510917030567683, + "TN": 350235, + "TP": 63, + "n_pred": 63, + "n_ref": 229 + }, + "10": { + "Dice": 0.7365090735434575, + "FN": 6855, + "FP": 1973, + "IoU": 0.5829159973542474, + "TN": 329298, + "TP": 12338, + "n_pred": 14311, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 1209, + "IoU": 0.0, + "TN": 349255, + "TP": 0, + "n_pred": 1209, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23801, + "IoU": 0.0, + "TN": 326663, + "TP": 0, + "n_pred": 23801, + "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": 4904, + "IoU": 0.0, + "TN": 345560, + "TP": 0, + "n_pred": 4904, + "n_ref": 0 + }, + "3": { + "Dice": 0.5023800456968773, + "FN": 10441, + "FP": 13, + "IoU": 0.33545229165342316, + "TN": 334733, + "TP": 5277, + "n_pred": 5290, + "n_ref": 15718 + }, + "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": 25670, + "IoU": 0.0, + "TN": 324794, + "TP": 0, + "n_pred": 25670, + "n_ref": 0 + }, + "7": { + "Dice": 0.7050037528146109, + "FN": 11312, + "FP": 12270, + "IoU": 0.5444060199764301, + "TN": 298703, + "TP": 28179, + "n_pred": 40449, + "n_ref": 39491 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 29, + "IoU": 0.0, + "TN": 174172, + "TP": 0, + "n_pred": 29, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 15017, + "IoU": 0.0, + "TN": 160071, + "TP": 0, + "n_pred": 15017, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.07528800908648385, + "FN": 4993, + "FP": 706, + "IoU": 0.03911650649131681, + "TN": 169301, + "TP": 232, + "n_pred": 938, + "n_ref": 5225 + }, + "6": { + "Dice": 0.7784344817644515, + "FN": 1648, + "FP": 13722, + "IoU": 0.6372433325466131, + "TN": 132862, + "TP": 27000, + "n_pred": 40722, + "n_ref": 28648 + }, + "7": { + "Dice": 0.4715135238826012, + "FN": 1783, + "FP": 972, + "IoU": 0.3084839357429719, + "TN": 171248, + "TP": 1229, + "n_pred": 2201, + "n_ref": 3012 + }, + "8": { + "Dice": 0.16953558908102573, + "FN": 21083, + "FP": 0, + "IoU": 0.09261889391004949, + "TN": 151997, + "TP": 2152, + "n_pred": 2152, + "n_ref": 23235 + }, + "9": { + "Dice": 0.564909791590774, + "FN": 8101, + "FP": 14592, + "IoU": 0.39364061456245825, + "TN": 137807, + "TP": 14732, + "n_pred": 29324, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7331, + "IoU": 0.0, + "TN": 167901, + "TP": 0, + "n_pred": 7331, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 841, + "IoU": 0.0, + "TN": 174391, + "TP": 0, + "n_pred": 841, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 174134, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.42497845756139596, + "FN": 20286, + "FP": 1068, + "IoU": 0.2698239015216276, + "TN": 145987, + "TP": 7891, + "n_pred": 8959, + "n_ref": 28177 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5340462579163906, + "FN": 29451, + "FP": 788, + "IoU": 0.36429952909519003, + "TN": 127664, + "TP": 17329, + "n_pred": 18117, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8152431011826544, + "FN": 4382, + "FP": 539, + "IoU": 0.6881100266193434, + "TN": 159454, + "TP": 10857, + "n_pred": 11396, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 419, + "FP": 9, + "IoU": 0.0, + "TN": 350036, + "TP": 0, + "n_pred": 9, + "n_ref": 419 + }, + "11": { + "Dice": 0.0, + "FN": 1713, + "FP": 0, + "IoU": 0.0, + "TN": 348751, + "TP": 0, + "n_pred": 0, + "n_ref": 1713 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0026246719160104987, + "FN": 93, + "FP": 667, + "IoU": 0.001314060446780552, + "TN": 349703, + "TP": 1, + "n_pred": 668, + "n_ref": 94 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7384926656550329, + "FN": 2533, + "FP": 52, + "IoU": 0.5854049719326383, + "TN": 344229, + "TP": 3650, + "n_pred": 3702, + "n_ref": 6183 + }, + "6": { + "Dice": 0.9081978181580815, + "FN": 4599, + "FP": 6652, + "IoU": 0.831833672127227, + "TN": 283560, + "TP": 55653, + "n_pred": 62305, + "n_ref": 60252 + }, + "7": { + "Dice": 0.03274306715669897, + "FN": 27, + "FP": 2868, + "IoU": 0.016644021739130436, + "TN": 347520, + "TP": 49, + "n_pred": 2917, + "n_ref": 76 + }, + "8": { + "Dice": 0.9515498464116169, + "FN": 361, + "FP": 333, + "IoU": 0.9075775735783727, + "TN": 342955, + "TP": 6815, + "n_pred": 7148, + "n_ref": 7176 + }, + "9": { + "Dice": 0.7737623901384326, + "FN": 6908, + "FP": 1149, + "IoU": 0.6310052667735288, + "TN": 328629, + "TP": 13778, + "n_pred": 14927, + "n_ref": 20686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.03452718371553723, + "FN": 391, + "FP": 3356, + "IoU": 0.017566858940744626, + "TN": 346650, + "TP": 67, + "n_pred": 3423, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21144278606965175, + "FN": 349, + "FP": 285, + "IoU": 0.11821974965229486, + "TN": 349745, + "TP": 85, + "n_pred": 370, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 4150, + "IoU": 0.0, + "TN": 346314, + "TP": 0, + "n_pred": 4150, + "n_ref": 0 + }, + "3": { + "Dice": 0.41264465142534573, + "FN": 1097, + "FP": 984, + "IoU": 0.2599573257467994, + "TN": 347652, + "TP": 731, + "n_pred": 1715, + "n_ref": 1828 + }, + "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": 1250, + "IoU": 0.0, + "TN": 349214, + "TP": 0, + "n_pred": 1250, + "n_ref": 0 + }, + "7": { + "Dice": 0.23022557846838998, + "FN": 353, + "FP": 7598, + "IoU": 0.1300875273522976, + "TN": 341324, + "TP": 1189, + "n_pred": 8787, + "n_ref": 1542 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5313884020278548, + "FN": 24865, + "FP": 0, + "IoU": 0.3618304545337885, + "TN": 136269, + "TP": 14098, + "n_pred": 14098, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 59, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 59, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 790, + "IoU": 0.0, + "TN": 174442, + "TP": 0, + "n_pred": 790, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1192, + "IoU": 0.0, + "TN": 174040, + "TP": 0, + "n_pred": 1192, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 225, + "FP": 0, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 0, + "n_ref": 225 + }, + "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": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.7158821625121399, + "FN": 16894, + "FP": 5047, + "IoU": 0.557489462114031, + "TN": 125649, + "TP": 27642, + "n_pred": 32689, + "n_ref": 44536 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 350317, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 350042, + "TP": 0, + "n_pred": 422, + "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": 0.5488826815642458, + "FN": 301, + "FP": 4867, + "IoU": 0.3782483156881617, + "TN": 342152, + "TP": 3144, + "n_pred": 8011, + "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": 0.8756469351447518, + "FN": 9090, + "FP": 3212, + "IoU": 0.7788006832689023, + "TN": 294849, + "TP": 43313, + "n_pred": 46525, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 743, + "IoU": 0.0, + "TN": 349721, + "TP": 0, + "n_pred": 743, + "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": 0.9735109890783393, + "FN": 633, + "FP": 1528, + "IoU": 0.9483890998543144, + "TN": 308593, + "TP": 39710, + "n_pred": 41238, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5015, + "IoU": 0.0, + "TN": 345449, + "TP": 0, + "n_pred": 5015, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 30, + "FP": 14, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 14, + "n_ref": 30 + }, + "9": { + "Dice": 0.6086446886446887, + "FN": 128, + "FP": 2543, + "IoU": 0.4374473462510531, + "TN": 345716, + "TP": 2077, + "n_pred": 4620, + "n_ref": 2205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 2615.149019607843, + "FP": 850.3725490196081, + "IoU": NaN, + "TN": 262667.1058823529, + "TP": 1869.2549019607843, + "n_pred": 2719.627450980392, + "n_ref": 4484.403921568627 + }, + "mean": { + "1": { + "Dice": 0.09550775675428695, + "FN": 13184.764705882353, + "FP": 28.294117647058822, + "IoU": 0.056076422850500664, + "TN": 253566.35294117648, + "TP": 1222.4705882352941, + "n_pred": 1250.764705882353, + "n_ref": 14407.235294117647 + }, + "10": { + "Dice": 0.284024149484581, + "FN": 1467.764705882353, + "FP": 954.6470588235294, + "IoU": 0.21278613402467653, + "TN": 264989.76470588235, + "TP": 589.7058823529412, + "n_pred": 1544.3529411764705, + "n_ref": 2057.470588235294 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.0588235294117647, + "IoU": 0.0, + "TN": 268000.82352941175, + "TP": 0.0, + "n_pred": 1.0588235294117647, + "n_ref": 0.0 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 268001.8823529412, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.027417269037371076, + "FN": 1244.1176470588234, + "FP": 1496.0588235294117, + "IoU": 0.01470574658216399, + "TN": 265245.1176470588, + "TP": 16.58823529411765, + "n_pred": 1512.6470588235295, + "n_ref": 1260.7058823529412 + }, + "14": { + "Dice": 0.11213542840283337, + "FN": 3930.470588235294, + "FP": 1017.8823529411765, + "IoU": 0.08412038350572554, + "TN": 263041.5882352941, + "TP": 11.941176470588236, + "n_pred": 1029.8235294117646, + "n_ref": 3942.4117647058824 + }, + "15": { + "Dice": 0.053766550970561766, + "FN": 2559.0588235294117, + "FP": 0.5294117647058824, + "IoU": 0.028410827700981557, + "TN": 265343.8823529412, + "TP": 98.41176470588235, + "n_pred": 98.94117647058823, + "n_ref": 2657.470588235294 + }, + "2": { + "Dice": 0.13385290700176444, + "FN": 31.88235294117647, + "FP": 257.1764705882353, + "IoU": 0.08946395863866541, + "TN": 267654.76470588235, + "TP": 58.05882352941177, + "n_pred": 315.2352941176471, + "n_ref": 89.94117647058823 + }, + "3": { + "Dice": 0.45600503679479576, + "FN": 788.0, + "FP": 153.05882352941177, + "IoU": 0.420733884885635, + "TN": 263015.82352941175, + "TP": 4045.0, + "n_pred": 4198.058823529412, + "n_ref": 4833.0 + }, + "4": { + "Dice": 0.11475262368815592, + "FN": 518.7647058823529, + "FP": 94.52941176470588, + "IoU": 0.07446684308841843, + "TN": 267163.4705882353, + "TP": 225.11764705882354, + "n_pred": 319.6470588235294, + "n_ref": 743.8823529411765 + }, + "5": { + "Dice": 0.3037841991783095, + "FN": 461.3529411764706, + "FP": 129.76470588235293, + "IoU": 0.22802243862412463, + "TN": 267025.5882352941, + "TP": 385.1764705882353, + "n_pred": 514.9411764705883, + "n_ref": 846.5294117647059 + }, + "6": { + "Dice": 0.4565464784564555, + "FN": 10276.823529411764, + "FP": 4516.588235294118, + "IoU": 0.37080185214352285, + "TN": 241675.76470588235, + "TP": 11532.70588235294, + "n_pred": 16049.29411764706, + "n_ref": 21809.529411764706 + }, + "7": { + "Dice": 0.4799937474447929, + "FN": 1613.1764705882354, + "FP": 1848.0588235294117, + "IoU": 0.4244979096636988, + "TN": 256380.41176470587, + "TP": 8160.235294117647, + "n_pred": 10008.29411764706, + "n_ref": 9773.411764705883 + }, + "8": { + "Dice": 0.2939922456073209, + "FN": 2491.0, + "FP": 1230.764705882353, + "IoU": 0.21790122721160463, + "TN": 263232.5882352941, + "TP": 1047.5294117647059, + "n_pred": 2278.294117647059, + "n_ref": 3538.529411764706 + }, + "9": { + "Dice": 0.12089803076354184, + "FN": 660.0588235294117, + "FP": 1027.1764705882354, + "IoU": 0.07663897104651397, + "TN": 265668.76470588235, + "TP": 645.8823529411765, + "n_pred": 1673.0588235294117, + "n_ref": 1305.9411764705883 + } + }, + "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": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "15": { + "Dice": 0.10753310194112353, + "FN": 27761, + "FP": 9, + "IoU": 0.056821655401963114, + "TN": 145789, + "TP": 1673, + "n_pred": 1682, + "n_ref": 29434 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1483830057070387, + "FN": 1336, + "FP": 7, + "IoU": 0.08013698630136987, + "TN": 173772, + "TP": 117, + "n_pred": 124, + "n_ref": 1453 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4590104947526237, + "FN": 8819, + "FP": 202, + "IoU": 0.2978673723536737, + "TN": 162384, + "TP": 3827, + "n_pred": 4029, + "n_ref": 12646 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8011901810066948, + "FN": 15581, + "FP": 455, + "IoU": 0.668321336973608, + "TN": 126884, + "TP": 32312, + "n_pred": 32767, + "n_ref": 47893 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6958, + "IoU": 0.0, + "TN": 168274, + "TP": 0, + "n_pred": 6958, + "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": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.07029963780046099, + "FN": 19912, + "FP": 2676, + "IoU": 0.03643033870830134, + "TN": 151790, + "TP": 854, + "n_pred": 3530, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.011066349560743581, + "FN": 19503, + "FP": 872, + "IoU": 0.005563961149885304, + "TN": 154743, + "TP": 114, + "n_pred": 986, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.35486508585445625, + "FN": 233, + "FP": 1345, + "IoU": 0.21570576540755468, + "TN": 173220, + "TP": 434, + "n_pred": 1779, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 475, + "IoU": 0.0, + "TN": 174757, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 175194, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.47267605633802817, + "FN": 5221, + "FP": 15371, + "IoU": 0.3094798967170786, + "TN": 145411, + "TP": 9229, + "n_pred": 24600, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33694965845818264, + "FN": 57648, + "FP": 107, + "IoU": 0.20260941598785034, + "TN": 278034, + "TP": 14675, + "n_pred": 14782, + "n_ref": 72323 + }, + "10": { + "Dice": 0.677128176642133, + "FN": 1982, + "FP": 343, + "IoU": 0.5118622716775142, + "TN": 345701, + "TP": 2438, + "n_pred": 2781, + "n_ref": 4420 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 584, + "IoU": 0.0, + "TN": 349880, + "TP": 0, + "n_pred": 584, + "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": 225, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "3": { + "Dice": 0.9574736998624587, + "FN": 1220, + "FP": 1068, + "IoU": 0.918416830094491, + "TN": 322419, + "TP": 25757, + "n_pred": 26825, + "n_ref": 26977 + }, + "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": 44, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 26996, + "IoU": 0.0, + "TN": 323468, + "TP": 0, + "n_pred": 26996, + "n_ref": 0 + }, + "7": { + "Dice": 0.8918918918918919, + "FN": 128, + "FP": 0, + "IoU": 0.8048780487804879, + "TN": 349808, + "TP": 528, + "n_pred": 528, + "n_ref": 656 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4453, + "IoU": 0.0, + "TN": 346011, + "TP": 0, + "n_pred": 4453, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 220, + "IoU": 0.0, + "TN": 175012, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.21967481576792608, + "FN": 80050, + "FP": 2, + "IoU": 0.12339027595269382, + "TN": 83912, + "TP": 11268, + "n_pred": 11270, + "n_ref": 91318 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 0.3489313118084588, + "FN": 38705, + "FP": 72, + "IoU": 0.2113366417181907, + "TN": 476528, + "TP": 10391, + "n_pred": 10463, + "n_ref": 49096 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7692086330935252, + "FN": 760, + "FP": 2448, + "IoU": 0.6249707739069441, + "TN": 341910, + "TP": 5346, + "n_pred": 7794, + "n_ref": 6106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "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": 0.7695682290464096, + "FN": 328, + "FP": 1668, + "IoU": 0.6254456746106212, + "TN": 345135, + "TP": 3333, + "n_pred": 5001, + "n_ref": 3661 + }, + "6": { + "Dice": 0.7736002415178468, + "FN": 8319, + "FP": 1430, + "IoU": 0.6307896231774285, + "TN": 324059, + "TP": 16656, + "n_pred": 18086, + "n_ref": 24975 + }, + "7": { + "Dice": 0.9396826063667777, + "FN": 4004, + "FP": 1739, + "IoU": 0.8862276635365902, + "TN": 299986, + "TP": 44735, + "n_pred": 46474, + "n_ref": 48739 + }, + "8": { + "Dice": 0.681368670886076, + "FN": 3219, + "FP": 3, + "IoU": 0.5167241637918104, + "TN": 343797, + "TP": 3445, + "n_pred": 3448, + "n_ref": 6664 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 521999, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 664, + "IoU": 0.0, + "TN": 525032, + "TP": 0, + "n_pred": 664, + "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": 0.00505425895644418, + "FN": 311, + "FP": 19768, + "IoU": 0.002533532041728763, + "TN": 505566, + "TP": 51, + "n_pred": 19819, + "n_ref": 362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 32, + "IoU": 0.0, + "TN": 525664, + "TP": 0, + "n_pred": 32, + "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": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.6290315672249112, + "FN": 30858, + "FP": 3786, + "IoU": 0.45882279430142464, + "TN": 461680, + "TP": 29372, + "n_pred": 33158, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7877801528695427, + "FN": 7155, + "FP": 19055, + "IoU": 0.6498657440185954, + "TN": 450839, + "TP": 48647, + "n_pred": 67702, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.010973936899862825, + "FN": 14, + "FP": 707, + "IoU": 0.005517241379310344, + "TN": 524971, + "TP": 4, + "n_pred": 711, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 0.0035212318343230582, + "FN": 66786, + "FP": 0, + "IoU": 0.0017637211526964009, + "TN": 458792, + "TP": 118, + "n_pred": 118, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 0, + "IoU": 0.0, + "TN": 509953, + "TP": 0, + "n_pred": 0, + "n_ref": 15743 + }, + "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": 0.44556856766682834, + "FN": 7507, + "FP": 494, + "IoU": 0.2866440798858773, + "TN": 514480, + "TP": 3215, + "n_pred": 3709, + "n_ref": 10722 + }, + "6": { + "Dice": 0.6424466738092919, + "FN": 1792, + "FP": 1879, + "IoU": 0.47323862821064716, + "TN": 518727, + "TP": 3298, + "n_pred": 5177, + "n_ref": 5090 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7336534909493905, + "FN": 423, + "FP": 2461, + "IoU": 0.5793465577596266, + "TN": 518840, + "TP": 3972, + "n_pred": 6433, + "n_ref": 4395 + }, + "9": { + "Dice": 0.36263622210690194, + "FN": 5986, + "FP": 155, + "IoU": 0.22147565922920892, + "TN": 517808, + "TP": 1747, + "n_pred": 1902, + "n_ref": 7733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.6692913385826772, + "FN": 32, + "FP": 52, + "IoU": 0.5029585798816568, + "TN": 175063, + "TP": 85, + "n_pred": 137, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 38101, + "FP": 0, + "IoU": 0.0, + "TN": 312363, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.5917550364894547, + "FN": 32920, + "FP": 36222, + "IoU": 0.42020745809329746, + "TN": 231211, + "TP": 50111, + "n_pred": 86333, + "n_ref": 83031 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4198, + "IoU": 0.0, + "TN": 171034, + "TP": 0, + "n_pred": 4198, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16280, + "IoU": 0.0, + "TN": 158952, + "TP": 0, + "n_pred": 16280, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5821052631578948, + "FN": 309, + "FP": 485, + "IoU": 0.4105419450631032, + "TN": 173885, + "TP": 553, + "n_pred": 1038, + "n_ref": 862 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 175131, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1152, + "IoU": 0.0, + "TN": 174080, + "TP": 0, + "n_pred": 1152, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9449107678873547, + "FN": 4820, + "FP": 227, + "IoU": 0.8955742691026464, + "TN": 126901, + "TP": 43284, + "n_pred": 43511, + "n_ref": 48104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 174820, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 85549, + "FP": 0, + "IoU": 0.0, + "TN": 89683, + "TP": 0, + "n_pred": 0, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1883, + "IoU": 0.0, + "TN": 173349, + "TP": 0, + "n_pred": 1883, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 0, + "IoU": 0.0, + "TN": 173109, + "TP": 0, + "n_pred": 0, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2360968820675391, + "FN": 39146, + "FP": 373, + "IoU": 0.13384912111515365, + "TN": 129606, + "TP": 6107, + "n_pred": 6480, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1030, + "IoU": 0.0, + "TN": 174202, + "TP": 0, + "n_pred": 1030, + "n_ref": 0 + }, + "7": { + "Dice": 0.8619528619528619, + "FN": 78, + "FP": 4, + "IoU": 0.757396449704142, + "TN": 174894, + "TP": 256, + "n_pred": 260, + "n_ref": 334 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13804, + "IoU": 0.0, + "TN": 161428, + "TP": 0, + "n_pred": 13804, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 1940, + "IoU": 0.0, + "TN": 173292, + "TP": 0, + "n_pred": 1940, + "n_ref": 0 + }, + "3": { + "Dice": 0.8665464473167243, + "FN": 12176, + "FP": 1071, + "IoU": 0.7645187094480491, + "TN": 118977, + "TP": 43008, + "n_pred": 44079, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1127, + "IoU": 0.0, + "TN": 174105, + "TP": 0, + "n_pred": 1127, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.18750844937136676, + "FN": 1922, + "FP": 10098, + "IoU": 0.10345341985529947, + "TN": 161825, + "TP": 1387, + "n_pred": 11485, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 695, + "IoU": 0.0, + "TN": 174537, + "TP": 0, + "n_pred": 695, + "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": 334, + "IoU": 0.0, + "TN": 174898, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 174870, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 174981, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8759484577739864, + "FN": 366, + "FP": 2397, + "IoU": 0.7792778399105288, + "TN": 162714, + "TP": 9755, + "n_pred": 12152, + "n_ref": 10121 + }, + "7": { + "Dice": 0.8386362139220613, + "FN": 13936, + "FP": 3211, + "IoU": 0.7221132809334738, + "TN": 113527, + "TP": 44558, + "n_pred": 47769, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 2047.0078431372544, + "FP": 1317.878431372549, + "IoU": NaN, + "TN": 242148.01960784316, + "TP": 1873.4470588235292, + "n_pred": 3191.3254901960786, + "n_ref": 3920.4549019607844 + }, + "mean": { + "1": { + "Dice": 0.030215957305913605, + "FN": 4460.823529411765, + "FP": 905.2352941176471, + "IoU": 0.015842152806128367, + "TN": 241758.58823529413, + "TP": 261.70588235294116, + "n_pred": 1166.9411764705883, + "n_ref": 4722.529411764706 + }, + "10": { + "Dice": 0.30754152157086784, + "FN": 675.4117647058823, + "FP": 276.7647058823529, + "IoU": 0.19861112830426522, + "TN": 246036.29411764705, + "TP": 397.88235294117646, + "n_pred": 674.6470588235294, + "n_ref": 1073.2941176470588 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 247386.35294117648, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 132.94117647058823, + "FP": 0.0, + "IoU": 0.0, + "TN": 247253.41176470587, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 132.94117647058823 + }, + "13": { + "Dice": 0.011179902899648124, + "FN": 1204.8823529411766, + "FP": 478.4117647058824, + "IoU": 0.005783943220573324, + "TN": 245658.76470588235, + "TP": 44.294117647058826, + "n_pred": 522.7058823529412, + "n_ref": 1249.1764705882354 + }, + "14": { + "Dice": 0.35962870149320125, + "FN": 11202.411764705883, + "FP": 67.58823529411765, + "IoU": 0.28079701755198444, + "TN": 234689.70588235295, + "TP": 1426.6470588235295, + "n_pred": 1494.235294117647, + "n_ref": 12629.058823529413 + }, + "15": { + "Dice": 0.04795024031665253, + "FN": 580.4705882352941, + "FP": 409.94117647058823, + "IoU": 0.024564046115520537, + "TN": 246371.0, + "TP": 24.941176470588236, + "n_pred": 434.88235294117646, + "n_ref": 605.4117647058823 + }, + "2": { + "Dice": 0.1831176355356694, + "FN": 930.5294117647059, + "FP": 212.52941176470588, + "IoU": 0.11949943339450013, + "TN": 245822.5294117647, + "TP": 420.7647058823529, + "n_pred": 633.2941176470588, + "n_ref": 1351.2941176470588 + }, + "3": { + "Dice": 0.39113459872161915, + "FN": 816.8235294117648, + "FP": 575.9411764705883, + "IoU": 0.3320554522889499, + "TN": 244993.88235294117, + "TP": 999.7058823529412, + "n_pred": 1575.6470588235295, + "n_ref": 1816.5294117647059 + }, + "4": { + "Dice": 0.20578706193370255, + "FN": 757.5294117647059, + "FP": 126.82352941176471, + "IoU": 0.12890588230414923, + "TN": 246339.76470588235, + "TP": 162.23529411764707, + "n_pred": 289.05882352941177, + "n_ref": 919.7647058823529 + }, + "5": { + "Dice": 0.6399842406445329, + "FN": 708.2941176470588, + "FP": 64.41176470588235, + "IoU": 0.47059711620726474, + "TN": 245921.4705882353, + "TP": 692.1764705882352, + "n_pred": 756.5882352941177, + "n_ref": 1400.4705882352941 + }, + "6": { + "Dice": 0.5483765030600816, + "FN": 5722.0, + "FP": 14556.764705882353, + "IoU": 0.5043089589293568, + "TN": 207439.11764705883, + "TP": 19668.470588235294, + "n_pred": 34225.23529411765, + "n_ref": 25390.470588235294 + }, + "7": { + "Dice": 0.3033481544874307, + "FN": 2802.8823529411766, + "FP": 1879.0588235294117, + "IoU": 0.23146403184562914, + "TN": 240324.41176470587, + "TP": 2380.0, + "n_pred": 4259.058823529412, + "n_ref": 5182.882352941177 + }, + "8": { + "Dice": 0.46084358814011345, + "FN": 527.8823529411765, + "FP": 117.23529411764706, + "IoU": 0.4279807481313891, + "TN": 245446.64705882352, + "TP": 1294.5882352941176, + "n_pred": 1411.8235294117646, + "n_ref": 1822.4705882352941 + }, + "9": { + "Dice": 0.21749805144193296, + "FN": 182.23529411764707, + "FP": 97.47058823529412, + "IoU": 0.19247482411367084, + "TN": 246778.35294117648, + "TP": 328.29411764705884, + "n_pred": 425.7647058823529, + "n_ref": 510.52941176470586 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10980, + "IoU": 0.0, + "TN": 164252, + "TP": 0, + "n_pred": 10980, + "n_ref": 0 + }, + "10": { + "Dice": 0.02120141342756184, + "FN": 2478, + "FP": 15, + "IoU": 0.010714285714285714, + "TN": 172712, + "TP": 27, + "n_pred": 42, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "3": { + "Dice": 0.6431753542573809, + "FN": 13291, + "FP": 886, + "IoU": 0.47402982859686876, + "TN": 148278, + "TP": 12777, + "n_pred": 13663, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2136, + "IoU": 0.0, + "TN": 173096, + "TP": 0, + "n_pred": 2136, + "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": 58911, + "IoU": 0.0, + "TN": 116321, + "TP": 0, + "n_pred": 58911, + "n_ref": 0 + }, + "7": { + "Dice": 0.1834993670537729, + "FN": 29406, + "FP": 264, + "IoU": 0.10101805841716156, + "TN": 142228, + "TP": 3334, + "n_pred": 3598, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0773598296664301, + "FN": 2600, + "FP": 0, + "IoU": 0.04023624953857512, + "TN": 347755, + "TP": 109, + "n_pred": 109, + "n_ref": 2709 + }, + "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": 0.0, + "FN": 0, + "FP": 1003, + "IoU": 0.0, + "TN": 349461, + "TP": 0, + "n_pred": 1003, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9306818181818182, + "FN": 229, + "FP": 15, + "IoU": 0.8703506907545164, + "TN": 173350, + "TP": 1638, + "n_pred": 1653, + "n_ref": 1867 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0118.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.39873108833577353, + "FN": 4905, + "FP": 23, + "IoU": 0.24900944833892105, + "TN": 168670, + "TP": 1634, + "n_pred": 1657, + "n_ref": 6539 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676255077312648, + "FN": 4733, + "FP": 918, + "IoU": 0.93728149521093, + "TN": 85131, + "TP": 84450, + "n_pred": 85368, + "n_ref": 89183 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 175094, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 174975, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3272, + "IoU": 0.0, + "TN": 171960, + "TP": 0, + "n_pred": 3272, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6342743538767396, + "FN": 3619, + "FP": 980, + "IoU": 0.4644229649470129, + "TN": 166645, + "TP": 3988, + "n_pred": 4968, + "n_ref": 7607 + }, + "6": { + "Dice": 0.5718940508723985, + "FN": 2240, + "FP": 5906, + "IoU": 0.4004563185397807, + "TN": 161645, + "TP": 5441, + "n_pred": 11347, + "n_ref": 7681 + }, + "7": { + "Dice": 0.8613079867406552, + "FN": 4305, + "FP": 3268, + "IoU": 0.75640118373649, + "TN": 144144, + "TP": 23515, + "n_pred": 26783, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9492446422297693, + "FN": 254, + "FP": 1913, + "IoU": 0.9033926262761357, + "TN": 152801, + "TP": 20264, + "n_pred": 22177, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 0, + "IoU": 0.0, + "TN": 173275, + "TP": 0, + "n_pred": 0, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 1411, + "IoU": 0.0, + "TN": 349053, + "TP": 0, + "n_pred": 1411, + "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": 0.9213630406290957, + "FN": 595, + "FP": 125, + "IoU": 0.8541919805589308, + "TN": 345526, + "TP": 4218, + "n_pred": 4343, + "n_ref": 4813 + }, + "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": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.4699516463274234, + "FN": 4584, + "FP": 20, + "IoU": 0.3071482317531979, + "TN": 343819, + "TP": 2041, + "n_pred": 2061, + "n_ref": 6625 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614058389313173, + "FN": 871, + "FP": 640, + "IoU": 0.9256799960651222, + "TN": 330133, + "TP": 18820, + "n_pred": 19460, + "n_ref": 19691 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.7192574029864025, + "FN": 17784, + "FP": 1149, + "IoU": 0.5615940351039689, + "TN": 482510, + "TP": 24253, + "n_pred": 25402, + "n_ref": 42037 + }, + "15": { + "Dice": 0.04795024031665253, + "FN": 9868, + "FP": 6969, + "IoU": 0.024564046115520537, + "TN": 508435, + "TP": 424, + "n_pred": 7393, + "n_ref": 10292 + }, + "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": 2444, + "IoU": 0.0, + "TN": 523252, + "TP": 0, + "n_pred": 2444, + "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": 8355, + "FP": 0, + "IoU": 0.0, + "TN": 517341, + "TP": 0, + "n_pred": 0, + "n_ref": 8355 + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 172657, + "FP": 0, + "IoU": 0.0, + "TN": 2575, + "TP": 0, + "n_pred": 0, + "n_ref": 172657 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 92361, + "IoU": 0.0, + "TN": 82871, + "TP": 0, + "n_pred": 92361, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 1506, + "IoU": 0.0, + "TN": 173726, + "TP": 0, + "n_pred": 1506, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6456941274123262, + "FN": 8422, + "FP": 115, + "IoU": 0.4767712674675165, + "TN": 158916, + "TP": 7779, + "n_pred": 7894, + "n_ref": 16201 + }, + "6": { + "Dice": 0.9511514210619493, + "FN": 511, + "FP": 3076, + "IoU": 0.9068529434677608, + "TN": 136723, + "TP": 34922, + "n_pred": 37998, + "n_ref": 35433 + }, + "7": { + "Dice": 0.37770897832817335, + "FN": 3084, + "FP": 333, + "IoU": 0.23282442748091603, + "TN": 170778, + "TP": 1037, + "n_pred": 1370, + "n_ref": 4121 + }, + "8": { + "Dice": 0.8941297103306844, + "FN": 365, + "FP": 48, + "IoU": 0.8085303662494205, + "TN": 173075, + "TP": 1744, + "n_pred": 1792, + "n_ref": 2109 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.39545269995939913, + "FN": 1489, + "FP": 0, + "IoU": 0.24645748987854252, + "TN": 348488, + "TP": 487, + "n_pred": 487, + "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": 0.06707941739788874, + "FN": 20483, + "FP": 462, + "IoU": 0.034703659323439946, + "TN": 328766, + "TP": 753, + "n_pred": 1215, + "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": 0.0, + "FN": 718, + "FP": 0, + "IoU": 0.0, + "TN": 349746, + "TP": 0, + "n_pred": 0, + "n_ref": 718 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 349918, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "4": { + "Dice": 0.1474095394736842, + "FN": 8294, + "FP": 0, + "IoU": 0.07956941515924981, + "TN": 341453, + "TP": 717, + "n_pred": 717, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721484283148474, + "FN": 1098, + "FP": 4469, + "IoU": 0.9458062380748413, + "TN": 247740, + "TP": 97157, + "n_pred": 101626, + "n_ref": 98255 + }, + "7": { + "Dice": 0.686641697877653, + "FN": 6659, + "FP": 4636, + "IoU": 0.5228136882129277, + "TN": 326794, + "TP": 12375, + "n_pred": 17011, + "n_ref": 19034 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "9": { + "Dice": 0.8699922057677318, + "FN": 1141, + "FP": 527, + "IoU": 0.7698992964546834, + "TN": 343215, + "TP": 5581, + "n_pred": 6108, + "n_ref": 6722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10393591416905153, + "FN": 73234, + "FP": 1599, + "IoU": 0.05481666729819509, + "TN": 271291, + "TP": 4340, + "n_pred": 5939, + "n_ref": 77574 + }, + "10": { + "Dice": 0.5059704513256426, + "FN": 7515, + "FP": 4690, + "IoU": 0.33866160931996747, + "TN": 332009, + "TP": 6250, + "n_pred": 10940, + "n_ref": 13765 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 316, + "IoU": 0.0, + "TN": 350148, + "TP": 0, + "n_pred": 316, + "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": 3291, + "IoU": 0.0, + "TN": 347173, + "TP": 0, + "n_pred": 3291, + "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": 0.27500992412040354, + "FN": 81847, + "FP": 77044, + "IoU": 0.1594269601697112, + "TN": 161437, + "TP": 30136, + "n_pred": 107180, + "n_ref": 111983 + }, + "7": { + "Dice": 0.014279051411760484, + "FN": 4195, + "FP": 23280, + "IoU": 0.00719086507190865, + "TN": 322790, + "TP": 199, + "n_pred": 23479, + "n_ref": 4394 + }, + "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": 1098, + "IoU": 0.0, + "TN": 349366, + "TP": 0, + "n_pred": 1098, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0349.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": 0.0, + "FN": 0, + "FP": 1166, + "IoU": 0.0, + "TN": 174066, + "TP": 0, + "n_pred": 1166, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5168570893425735, + "FN": 10196, + "FP": 122, + "IoU": 0.3484877186335796, + "TN": 159395, + "TP": 5519, + "n_pred": 5641, + "n_ref": 15715 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8234, + "IoU": 0.0, + "TN": 166998, + "TP": 0, + "n_pred": 8234, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506010475069795, + "FN": 5745, + "FP": 678, + "IoU": 0.9058528648696188, + "TN": 107009, + "TP": 61800, + "n_pred": 62478, + "n_ref": 67545 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0350.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 869.321568627451, + "FP": 1042.1686274509805, + "IoU": NaN, + "TN": 222977.76862745098, + "TP": 1881.564705882353, + "n_pred": 2923.733333333333, + "n_ref": 2750.886274509804 + }, + "mean": { + "1": { + "Dice": 0.24369557250309767, + "FN": 906.0588235294117, + "FP": 1.7647058823529411, + "IoU": 0.1920506120203548, + "TN": 224630.88235294117, + "TP": 1232.1176470588234, + "n_pred": 1233.8823529411766, + "n_ref": 2138.176470588235 + }, + "10": { + "Dice": 0.13860343058503372, + "FN": 1839.764705882353, + "FP": 389.88235294117646, + "IoU": 0.088565155652953, + "TN": 223744.58823529413, + "TP": 796.5882352941177, + "n_pred": 1186.4705882352941, + "n_ref": 2636.3529411764707 + }, + "11": { + "Dice": 0.0, + "FN": 211.94117647058823, + "FP": 0.0, + "IoU": 0.0, + "TN": 226558.88235294117, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 211.94117647058823 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 226770.82352941178, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.28446509683770094, + "FN": 779.2941176470588, + "FP": 648.4705882352941, + "IoU": 0.2240593349851787, + "TN": 224337.64705882352, + "TP": 1005.4117647058823, + "n_pred": 1653.8823529411766, + "n_ref": 1784.7058823529412 + }, + "14": { + "Dice": 0.3222029486111189, + "FN": 145.1764705882353, + "FP": 7886.0, + "IoU": 0.2646620146405292, + "TN": 216178.17647058822, + "TP": 2561.470588235294, + "n_pred": 10447.470588235294, + "n_ref": 2706.6470588235293 + }, + "15": { + "Dice": 0.20343079183054544, + "FN": 191.2941176470588, + "FP": 2048.176470588235, + "IoU": 0.1463838783373683, + "TN": 223773.76470588235, + "TP": 757.5882352941177, + "n_pred": 2805.764705882353, + "n_ref": 948.8823529411765 + }, + "2": { + "Dice": 0.24143361048122952, + "FN": 15.764705882352942, + "FP": 106.94117647058823, + "IoU": 0.23343483556638245, + "TN": 226197.17647058822, + "TP": 450.94117647058823, + "n_pred": 557.8823529411765, + "n_ref": 466.70588235294116 + }, + "3": { + "Dice": 0.30670519833488147, + "FN": 91.05882352941177, + "FP": 22.058823529411764, + "IoU": 0.2840166937462168, + "TN": 226133.29411764705, + "TP": 524.4117647058823, + "n_pred": 546.4705882352941, + "n_ref": 615.4705882352941 + }, + "4": { + "Dice": 0.020841416772906157, + "FN": 1039.1176470588234, + "FP": 0.0, + "IoU": 0.010530443062790567, + "TN": 225720.64705882352, + "TP": 11.058823529411764, + "n_pred": 11.058823529411764, + "n_ref": 1050.1764705882354 + }, + "5": { + "Dice": 0.3599308911274099, + "FN": 410.5882352941176, + "FP": 11.647058823529411, + "IoU": 0.2503114965416324, + "TN": 226168.82352941178, + "TP": 179.76470588235293, + "n_pred": 191.41176470588235, + "n_ref": 590.3529411764706 + }, + "6": { + "Dice": 0.5279727157348711, + "FN": 3189.529411764706, + "FP": 3078.9411764705883, + "IoU": 0.471606426417402, + "TN": 205333.0588235294, + "TP": 15169.29411764706, + "n_pred": 18248.235294117647, + "n_ref": 18358.823529411766 + }, + "7": { + "Dice": 0.24756200874899245, + "FN": 1521.9411764705883, + "FP": 646.2352941176471, + "IoU": 0.18215236535226295, + "TN": 223851.82352941178, + "TP": 750.8235294117648, + "n_pred": 1397.0588235294117, + "n_ref": 2272.764705882353 + }, + "8": { + "Dice": 0.6796380592270272, + "FN": 803.0, + "FP": 562.2352941176471, + "IoU": 0.5981082789101496, + "TN": 222444.11764705883, + "TP": 2961.470588235294, + "n_pred": 3523.705882352941, + "n_ref": 3764.470588235294 + }, + "9": { + "Dice": 0.46627933471091826, + "FN": 1895.2941176470588, + "FP": 230.1764705882353, + "IoU": 0.3489854127210936, + "TN": 222822.82352941178, + "TP": 1822.5294117647059, + "n_pred": 2052.705882352941, + "n_ref": 3717.823529411765 + } + }, + "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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.731086717509293, + "FN": 15403, + "FP": 6, + "IoU": 0.5761518360610645, + "TN": 314109, + "TP": 20946, + "n_pred": 20952, + "n_ref": 36349 + }, + "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": 0.0, + "FN": 356, + "FP": 11413, + "IoU": 0.0, + "TN": 338695, + "TP": 0, + "n_pred": 11413, + "n_ref": 356 + }, + "7": { + "Dice": 0.4297532656023222, + "FN": 7427, + "FP": 431, + "IoU": 0.27368518347351883, + "TN": 339645, + "TP": 2961, + "n_pred": 3392, + "n_ref": 10388 + }, + "8": { + "Dice": 0.8213851761846902, + "FN": 175, + "FP": 266, + "IoU": 0.6969072164948453, + "TN": 349009, + "TP": 1014, + "n_pred": 1280, + "n_ref": 1189 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8370125896135688, + "FN": 198, + "FP": 14716, + "IoU": 0.7197090717735721, + "TN": 122023, + "TP": 38295, + "n_pred": 53011, + "n_ref": 38493 + }, + "15": { + "Dice": 0.6102923754916363, + "FN": 3252, + "FP": 13196, + "IoU": 0.4391516350121049, + "TN": 145905, + "TP": 12879, + "n_pred": 26075, + "n_ref": 16131 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2471, + "IoU": 0.0, + "TN": 172761, + "TP": 0, + "n_pred": 2471, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.035346561994556, + "FN": 0, + "FP": 24453, + "IoU": 0.017991245331512792, + "TN": 150331, + "TP": 448, + "n_pred": 24901, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 488, + "IoU": 0.0, + "TN": 174744, + "TP": 0, + "n_pred": 488, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 261, + "IoU": 0.0, + "TN": 174971, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9417468649752114, + "FN": 1101, + "FP": 497, + "IoU": 0.8899069927661041, + "TN": 160717, + "TP": 12917, + "n_pred": 13414, + "n_ref": 14018 + }, + "9": { + "Dice": 0.7376362112321878, + "FN": 3117, + "FP": 13, + "IoU": 0.5843293492695883, + "TN": 167702, + "TP": 4400, + "n_pred": 4413, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.07594700503825341, + "FN": 9523, + "FP": 381, + "IoU": 0.03947240810784599, + "TN": 340153, + "TP": 407, + "n_pred": 788, + "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": 0.6617057235829781, + "FN": 3316, + "FP": 10095, + "IoU": 0.4944396275492894, + "TN": 323937, + "TP": 13116, + "n_pred": 23211, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 0.3565869798219861, + "FN": 7072, + "FP": 6735, + "IoU": 0.21697952702319515, + "TN": 332831, + "TP": 3826, + "n_pred": 10561, + "n_ref": 10898 + }, + "9": { + "Dice": 0.4927975739196361, + "FN": 8746, + "FP": 3296, + "IoU": 0.32696177062374243, + "TN": 332572, + "TP": 5850, + "n_pred": 9146, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.9201155950046445, + "FN": 1548, + "FP": 0, + "IoU": 0.8520500812386504, + "TN": 164769, + "TP": 8915, + "n_pred": 8915, + "n_ref": 10463 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 83649, + "IoU": 0.0, + "TN": 91583, + "TP": 0, + "n_pred": 83649, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3001, + "IoU": 0.0, + "TN": 172231, + "TP": 0, + "n_pred": 3001, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5126586274386009, + "FN": 21330, + "FP": 1827, + "IoU": 0.34468121232702265, + "TN": 139895, + "TP": 12180, + "n_pred": 14007, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10116, + "IoU": 0.0, + "TN": 165116, + "TP": 0, + "n_pred": 10116, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3436011927994879, + "FN": 38134, + "FP": 3909, + "IoU": 0.20743868644786698, + "TN": 122185, + "TP": 11004, + "n_pred": 14913, + "n_ref": 49138 + }, + "7": { + "Dice": 0.5024111391434868, + "FN": 13145, + "FP": 2436, + "IoU": 0.335480018765727, + "TN": 151785, + "TP": 7866, + "n_pred": 10302, + "n_ref": 21011 + }, + "8": { + "Dice": 0.8998525575592605, + "FN": 25, + "FP": 858, + "IoU": 0.8179381443298969, + "TN": 170382, + "TP": 3967, + "n_pred": 4825, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "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": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "14": { + "Dice": 0.7386555914474696, + "FN": 2270, + "FP": 1128, + "IoU": 0.5856097560975609, + "TN": 342264, + "TP": 4802, + "n_pred": 5930, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21135, + "IoU": 0.0, + "TN": 329329, + "TP": 0, + "n_pred": 21135, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1438, + "IoU": 0.0, + "TN": 349026, + "TP": 0, + "n_pred": 1438, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4458909682668836, + "FN": 6727, + "FP": 83, + "IoU": 0.2869109947643979, + "TN": 340914, + "TP": 2740, + "n_pred": 2823, + "n_ref": 9467 + }, + "6": { + "Dice": 0.6345291853431756, + "FN": 5470, + "FP": 16463, + "IoU": 0.4646962633929661, + "TN": 309491, + "TP": 19040, + "n_pred": 35503, + "n_ref": 24510 + }, + "7": { + "Dice": 0.0, + "FN": 2689, + "FP": 0, + "IoU": 0.0, + "TN": 347775, + "TP": 0, + "n_pred": 0, + "n_ref": 2689 + }, + "8": { + "Dice": 0.9700711962731827, + "FN": 1053, + "FP": 309, + "IoU": 0.9418818007254107, + "TN": 327029, + "TP": 22073, + "n_pred": 22382, + "n_ref": 23126 + }, + "9": { + "Dice": 0.4677656275501877, + "FN": 2940, + "FP": 321, + "IoU": 0.30528334043459737, + "TN": 345770, + "TP": 1433, + "n_pred": 1754, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.633901705115346, + "FN": 253, + "FP": 112, + "IoU": 0.46402349486049926, + "TN": 174551, + "TP": 316, + "n_pred": 428, + "n_ref": 569 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 328, + "FP": 830, + "IoU": 0.0, + "TN": 174074, + "TP": 0, + "n_pred": 830, + "n_ref": 328 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.38161838161838163, + "FN": 342, + "FP": 2753, + "IoU": 0.23580246913580247, + "TN": 171182, + "TP": 955, + "n_pred": 3708, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 171629, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.852989659823168, + "FN": 636, + "FP": 345, + "IoU": 0.7436634439508754, + "TN": 171405, + "TP": 2846, + "n_pred": 3191, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9657344419249181, + "FN": 268, + "FP": 276, + "IoU": 0.9337393422655298, + "TN": 167022, + "TP": 7666, + "n_pred": 7942, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 174870, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9248261102193687, + "FN": 3171, + "FP": 3011, + "IoU": 0.8601642199552127, + "TN": 131023, + "TP": 38027, + "n_pred": 41038, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 174728, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8449384753537363, + "FN": 6156, + "FP": 233, + "IoU": 0.7315094973945201, + "TN": 151436, + "TP": 17407, + "n_pred": 17640, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 349390, + "TP": 0, + "n_pred": 1074, + "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": 0.9457323030464517, + "FN": 609, + "FP": 1835, + "IoU": 0.8970513900589722, + "TN": 326724, + "TP": 21296, + "n_pred": 23131, + "n_ref": 21905 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4562, + "IoU": 0.0, + "TN": 345902, + "TP": 0, + "n_pred": 4562, + "n_ref": 0 + }, + "8": { + "Dice": 0.7678236397748592, + "FN": 3897, + "FP": 63, + "IoU": 0.623144271031595, + "TN": 339956, + "TP": 6548, + "n_pred": 6611, + "n_ref": 10445 + }, + "9": { + "Dice": 0.0, + "FN": 173, + "FP": 50, + "IoU": 0.0, + "TN": 350241, + "TP": 0, + "n_pred": 50, + "n_ref": 173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0297.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": 0.0, + "FN": 81, + "FP": 508, + "IoU": 0.0, + "TN": 174643, + "TP": 0, + "n_pred": 508, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1920951976200595, + "FN": 9292, + "FP": 213, + "IoU": 0.10625293841090738, + "TN": 164597, + "TP": 1130, + "n_pred": 1343, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.020841416772906157, + "FN": 17665, + "FP": 0, + "IoU": 0.010530443062790567, + "TN": 157379, + "TP": 188, + "n_pred": 188, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9495194993854061, + "FN": 2967, + "FP": 647, + "IoU": 0.9038906470228439, + "TN": 137629, + "TP": 33989, + "n_pred": 34636, + "n_ref": 36956 + }, + "7": { + "Dice": 0.1996280223186609, + "FN": 2387, + "FP": 2777, + "IoU": 0.11088154269972451, + "TN": 169424, + "TP": 644, + "n_pred": 3421, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.953546150819951, + "FN": 3515, + "FP": 9592, + "IoU": 0.9112166308787569, + "TN": 27603, + "TP": 134522, + "n_pred": 144114, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8487036429274697, + "FN": 225, + "FP": 236, + "IoU": 0.7371721778791334, + "TN": 173478, + "TP": 1293, + "n_pred": 1529, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.254538120209762, + "FN": 11088, + "FP": 0, + "IoU": 0.1458285186041137, + "TN": 162251, + "TP": 1893, + "n_pred": 1893, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963558/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1582.6109803921568, + "FP": 1018.4070588235294, + "IoU": NaN, + "TN": 242735.79921568627, + "TP": 2049.5356862745093, + "n_pred": 3067.9427450980393, + "n_ref": 3632.1466666666665 + }, + "mean": { + "1": { + "Dice": 0.1846681321804049, + "FN": 3853.9176470588236, + "FP": 484.8823529411766, + "IoU": 0.14885878088450283, + "TN": 241488.96470588236, + "TP": 1558.5882352941176, + "n_pred": 2043.4705882352941, + "n_ref": 5412.505882352941 + }, + "10": { + "Dice": 0.2405011468517808, + "FN": 1072.3764705882354, + "FP": 873.435294117647, + "IoU": 0.1739821826554703, + "TN": 244687.31764705884, + "TP": 753.2235294117647, + "n_pred": 1626.6588235294118, + "n_ref": 1825.6 + }, + "11": { + "Dice": NaN, + "FN": 114.4, + "FP": 0.21176470588235294, + "IoU": NaN, + "TN": 247271.74117647056, + "TP": 0.0, + "n_pred": 0.21176470588235294, + "n_ref": 114.4 + }, + "12": { + "Dice": NaN, + "FN": 79.48235294117647, + "FP": 0.0, + "IoU": NaN, + "TN": 247306.87058823527, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 79.48235294117647 + }, + "13": { + "Dice": 0.11502342433312807, + "FN": 1345.5647058823529, + "FP": 634.3529411764705, + "IoU": 0.07980799824121207, + "TN": 245120.08235294122, + "TP": 286.3529411764706, + "n_pred": 920.7058823529412, + "n_ref": 1631.9176470588236 + }, + "14": { + "Dice": 0.2999071523480488, + "FN": 3951.3058823529414, + "FP": 2197.5529411764705, + "IoU": 0.23675103210282064, + "TN": 239040.3411764706, + "TP": 2197.1529411764704, + "n_pred": 4394.705882352941, + "n_ref": 6148.458823529412 + }, + "15": { + "Dice": 0.10558238429328859, + "FN": 1270.1529411764704, + "FP": 568.635294117647, + "IoU": 0.0710047509062389, + "TN": 245236.92941176472, + "TP": 310.63529411764705, + "n_pred": 879.2705882352941, + "n_ref": 1580.7882352941176 + }, + "2": { + "Dice": 0.2365844396909913, + "FN": 921.0941176470587, + "FP": 569.1764705882354, + "IoU": 0.19445586166647183, + "TN": 244700.38823529411, + "TP": 1195.6941176470589, + "n_pred": 1764.8705882352945, + "n_ref": 2116.7882352941174 + }, + "3": { + "Dice": 0.42372720576619727, + "FN": 760.964705882353, + "FP": 261.4117647058823, + "IoU": 0.3736945750309191, + "TN": 243750.10588235292, + "TP": 2613.8705882352942, + "n_pred": 2875.2823529411767, + "n_ref": 3374.8352941176477 + }, + "4": { + "Dice": NaN, + "FN": 463.0823529411764, + "FP": 44.529411764705884, + "IoU": NaN, + "TN": 246799.05882352946, + "TP": 79.68235294117648, + "n_pred": 124.21176470588235, + "n_ref": 542.7647058823529 + }, + "5": { + "Dice": 0.376193392892902, + "FN": 431.6352941176471, + "FP": 85.44705882352939, + "IoU": 0.2755147327551307, + "TN": 246527.47058823527, + "TP": 341.79999999999995, + "n_pred": 427.24705882352947, + "n_ref": 773.4352941176471 + }, + "6": { + "Dice": 0.49466981426466383, + "FN": 4568.482352941176, + "FP": 7050.941176470589, + "IoU": 0.4358415353805114, + "TN": 221079.37647058823, + "TP": 14687.55294117647, + "n_pred": 21738.49411764706, + "n_ref": 19256.035294117646 + }, + "7": { + "Dice": 0.2813189564248441, + "FN": 2571.2941176470586, + "FP": 1429.8235294117646, + "IoU": 0.2189865821582299, + "TN": 240669.10588235297, + "TP": 2716.1294117647058, + "n_pred": 4145.952941176471, + "n_ref": 5287.423529411764 + }, + "8": { + "Dice": 0.5243166675661179, + "FN": 1299.129411764706, + "FP": 477.67058823529413, + "IoU": 0.4621187286146998, + "TN": 243228.31764705884, + "TP": 2381.235294117647, + "n_pred": 2858.905882352941, + "n_ref": 3680.364705882353 + }, + "9": { + "Dice": 0.4017560586853601, + "FN": 1036.2823529411764, + "FP": 598.0352941176471, + "IoU": 0.31392347574226587, + "TN": 244130.91764705878, + "TP": 1621.1176470588234, + "n_pred": 2219.1529411764704, + "n_ref": 2657.4 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_003/summary.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2086b33546ad07666d2502cc57be02cd8eb341e4 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5308456915336468, + "FN": 44309.181333333334, + "FP": 34683.17466666667, + "IoU": 0.4258755053271665, + "TN": 96235687.13466667, + "TP": 142281.34933333335, + "n_pred": 176964.52400000003, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.754767681872247, + "FN": 54434.46, + "FP": 22301.96, + "IoU": 0.6481177631941659, + "TN": 96240370.74, + "TP": 139853.68, + "n_pred": 162155.64, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5205657617563254, + "FN": 37586.74, + "FP": 20168.08, + "IoU": 0.3780040926191375, + "TN": 96362570.2, + "TP": 36635.82, + "n_pred": 56803.9, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3558851591782803, + "FN": 41920.32, + "FP": 10059.18, + "IoU": 0.23193890023234207, + "TN": 96389043.52, + "TP": 15937.82, + "n_pred": 25997.0, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6561772047101456, + "FN": 53934.36, + "FP": 21366.44, + "IoU": 0.552794090855814, + "TN": 96297236.26, + "TP": 84423.78, + "n_pred": 105790.22, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4657551846898275, + "FN": 27651.26, + "FP": 22225.72, + "IoU": 0.3315056262919411, + "TN": 96380688.08, + "TP": 26395.78, + "n_pred": 48621.5, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5689784534713374, + "FN": 81622.14, + "FP": 20985.8, + "IoU": 0.42960317478787535, + "TN": 96279133.34, + "TP": 75219.56, + "n_pred": 96205.36, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6994344122087972, + "FN": 34123.52, + "FP": 69992.38, + "IoU": 0.5600932999874648, + "TN": 96223565.88, + "TP": 129279.06, + "n_pred": 199271.44, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.4239402893202204, + "FN": 17551.78, + "FP": 1737.52, + "IoU": 0.31900853516776057, + "TN": 96428645.82, + "TP": 9025.72, + "n_pred": 10763.24, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.4443142188678076, + "FN": 11771.06, + "FP": 1807.02, + "IoU": 0.3146215153161135, + "TN": 96438001.66, + "TP": 5381.1, + "n_pred": 7188.12, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8935396951718217, + "FN": 110054.6, + "FP": 212074.78, + "IoU": 0.8143737665430296, + "TN": 94885662.44, + "TP": 1249169.02, + "n_pred": 1461243.8, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5595176425122725, + "FN": 143961.86, + "FP": 94402.3, + "IoU": 0.41852520974996965, + "TN": 96023633.88, + "TP": 194962.8, + "n_pred": 289365.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8653704294732607, + "FN": 20717.92, + "FP": 10605.68, + "IoU": 0.7687817836870672, + "TN": 96313985.98, + "TP": 111651.26, + "n_pred": 122256.94, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7544392397723602, + "FN": 21370.66, + "FP": 12520.76, + "IoU": 0.6207648214748166, + "TN": 96366784.58, + "TP": 56284.84, + "n_pred": 68805.6, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.848097909892167, + "FN": 14316, + "FP": 13759, + "IoU": 0.7362586778645173, + "TN": 119486871, + "TP": 78374, + "n_pred": 92133, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5872195640616693, + "FN": 33914, + "FP": 24319, + "IoU": 0.4156481425733036, + "TN": 119493666, + "TP": 41421, + "n_pred": 65740, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3359750453317779, + "FN": 39509, + "FP": 12858, + "IoU": 0.20190505219843025, + "TN": 119527705, + "TP": 13248, + "n_pred": 26106, + "n_ref": 52757 + }, + "14": { + "Dice": 0.27862945761922375, + "FN": 206809, + "FP": 3811, + "IoU": 0.16186489239780977, + "TN": 119342024, + "TP": 40676, + "n_pred": 44487, + "n_ref": 247485 + }, + "15": { + "Dice": 0.04856657492395012, + "FN": 29175, + "FP": 115323, + "IoU": 0.02488764120767144, + "TN": 119445134, + "TP": 3688, + "n_pred": 119011, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6431034482758621, + "FN": 71047, + "FP": 6371, + "IoU": 0.47395171537484115, + "TN": 119446151, + "TP": 69751, + "n_pred": 76122, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7913367705042997, + "FN": 7913, + "FP": 77766, + "IoU": 0.6547206460764717, + "TN": 119345176, + "TP": 162465, + "n_pred": 240231, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0855189405605174, + "FN": 74233, + "FP": 0, + "IoU": 0.044669515082878614, + "TN": 119515616, + "TP": 3471, + "n_pred": 3471, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0006579217895472675, + "FN": 64240, + "FP": 8669, + "IoU": 0.00032906914565423057, + "TN": 119520387, + "TP": 24, + "n_pred": 8693, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9416638576790672, + "FN": 46334, + "FP": 94367, + "IoU": 0.8897587638025827, + "TN": 118317019, + "TP": 1135600, + "n_pred": 1229967, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 219022, + "IoU": 0.0, + "TN": 119374298, + "TP": 0, + "n_pred": 219022, + "n_ref": 0 + }, + "8": { + "Dice": 0.8704040218344317, + "FN": 40305, + "FP": 33009, + "IoU": 0.770544547483201, + "TN": 119273807, + "TP": 246199, + "n_pred": 279208, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7717196201463572, + "FN": 26231, + "FP": 3529, + "IoU": 0.6282927194834068, + "TN": 119513257, + "TP": 50303, + "n_pred": 53832, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9136741444972618, + "FN": 24225, + "FP": 6829, + "IoU": 0.8410682115951523, + "TN": 72630268, + "TP": 164338, + "n_pred": 171167, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5146117189073092, + "FN": 30115, + "FP": 42203, + "IoU": 0.3464492923888879, + "TN": 72715006, + "TP": 38336, + "n_pred": 80539, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.24856787048567872, + "FN": 42199, + "FP": 6073, + "IoU": 0.1419226393629124, + "TN": 72769404, + "TP": 7984, + "n_pred": 14057, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8013101506060977, + "FN": 11445, + "FP": 21009, + "IoU": 0.6684883091412402, + "TN": 72727763, + "TP": 65443, + "n_pred": 86452, + "n_ref": 76888 + }, + "15": { + "Dice": 0.40812918771533047, + "FN": 23172, + "FP": 32832, + "IoU": 0.2563833601104723, + "TN": 72750347, + "TP": 19309, + "n_pred": 52141, + "n_ref": 42481 + }, + "2": { + "Dice": 0.774549796481821, + "FN": 48595, + "FP": 2196, + "IoU": 0.6320532603104919, + "TN": 72687621, + "TP": 87248, + "n_pred": 89444, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8310265518039167, + "FN": 5021, + "FP": 44643, + "IoU": 0.710902846498632, + "TN": 72653870, + "TP": 122126, + "n_pred": 166769, + "n_ref": 127147 + }, + "4": { + "Dice": 0.765211292302297, + "FN": 9554, + "FP": 1158, + "IoU": 0.6197103095711446, + "TN": 72797492, + "TP": 17456, + "n_pred": 18614, + "n_ref": 27010 + }, + "5": { + "Dice": 0.35543365175446895, + "FN": 6760, + "FP": 55, + "IoU": 0.21612606395215092, + "TN": 72816966, + "TP": 1879, + "n_pred": 1934, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8986314087547583, + "FN": 63676, + "FP": 194443, + "IoU": 0.8159224948831504, + "TN": 71423430, + "TP": 1144111, + "n_pred": 1338554, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6258425753851687, + "FN": 108385, + "FP": 47648, + "IoU": 0.45543732048064944, + "TN": 72539131, + "TP": 130496, + "n_pred": 178144, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9205864020969766, + "FN": 4284, + "FP": 5017, + "IoU": 0.8528578886586196, + "TN": 72762449, + "TP": 53910, + "n_pred": 58927, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7562008553866334, + "FN": 23793, + "FP": 11150, + "IoU": 0.6079766646098614, + "TN": 72736525, + "TP": 54192, + "n_pred": 65342, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8361384786587479, + "FN": 54917, + "FP": 25481, + "IoU": 0.7184174949741176, + "TN": 71523966, + "TP": 205124, + "n_pred": 230605, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6060658659848186, + "FN": 48327, + "FP": 10680, + "IoU": 0.4347880227590567, + "TN": 71705090, + "TP": 45391, + "n_pred": 56071, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.17089988653225102, + "FN": 57048, + "FP": 9445, + "IoU": 0.09343386142393587, + "TN": 71736142, + "TP": 6853, + "n_pred": 16298, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5996246246246246, + "FN": 298535, + "FP": 113, + "IoU": 0.42818849514823354, + "TN": 71287204, + "TP": 223636, + "n_pred": 223749, + "n_ref": 522171 + }, + "15": { + "Dice": 0.1242582969511657, + "FN": 168695, + "FP": 0, + "IoU": 0.0662448868888483, + "TN": 71628825, + "TP": 11968, + "n_pred": 11968, + "n_ref": 180663 + }, + "2": { + "Dice": 0.08155704557906546, + "FN": 140622, + "FP": 190, + "IoU": 0.0425121035739542, + "TN": 71662424, + "TP": 6252, + "n_pred": 6442, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6782654735649591, + "FN": 10772, + "FP": 154513, + "IoU": 0.5131631655218728, + "TN": 71469980, + "TP": 174223, + "n_pred": 328736, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7322113102844, + "FN": 3947, + "FP": 3388, + "IoU": 0.577549962564073, + "TN": 71792125, + "TP": 10028, + "n_pred": 13416, + "n_ref": 13975 + }, + "5": { + "Dice": 0.751409978308026, + "FN": 3415, + "FP": 1169, + "IoU": 0.6018068102849201, + "TN": 71797976, + "TP": 6928, + "n_pred": 8097, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9363659885444183, + "FN": 48514, + "FP": 114543, + "IoU": 0.8803460386369206, + "TN": 70446750, + "TP": 1199681, + "n_pred": 1314224, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7138893852751965, + "FN": 75343, + "FP": 52743, + "IoU": 0.5550761941483172, + "TN": 71521605, + "TP": 159797, + "n_pred": 212540, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9189340207887535, + "FN": 8874, + "FP": 3893, + "IoU": 0.8500258434357674, + "TN": 71724360, + "TP": 72361, + "n_pred": 76254, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8478267511564385, + "FN": 18783, + "FP": 6120, + "IoU": 0.7358500572786287, + "TN": 71715212, + "TP": 69373, + "n_pred": 75493, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8981902475598263, + "FN": 18327, + "FP": 26076, + "IoU": 0.8151954051691847, + "TN": 135205240, + "TP": 195867, + "n_pred": 221943, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6906270353484516, + "FN": 32647, + "FP": 14378, + "IoU": 0.5274486750474813, + "TN": 135345997, + "TP": 52488, + "n_pred": 66866, + "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": 0.5011371533261735, + "FN": 24708, + "FP": 6878, + "IoU": 0.33434490316326315, + "TN": 135398059, + "TP": 15865, + "n_pred": 22743, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9053973861801521, + "FN": 11803, + "FP": 15617, + "IoU": 0.8271471077714458, + "TN": 135286878, + "TP": 131212, + "n_pred": 146829, + "n_ref": 143015 + }, + "15": { + "Dice": 0.35894771384817326, + "FN": 31610, + "FP": 38716, + "IoU": 0.21873021163139478, + "TN": 135355495, + "TP": 19689, + "n_pred": 58405, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2206663567847538, + "FN": 182954, + "FP": 4828, + "IoU": 0.124016289820728, + "TN": 135231143, + "TP": 26585, + "n_pred": 31413, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6795026388882053, + "FN": 19774, + "FP": 175581, + "IoU": 0.5145808381745626, + "TN": 135043064, + "TP": 207091, + "n_pred": 382672, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6344030996417866, + "FN": 19485, + "FP": 519, + "IoU": 0.4645610278372591, + "TN": 135408150, + "TP": 17356, + "n_pred": 17875, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3270323553287719, + "FN": 22404, + "FP": 808, + "IoU": 0.19548038264245113, + "TN": 135416658, + "TP": 5640, + "n_pred": 6448, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9430142596858954, + "FN": 96715, + "FP": 92509, + "IoU": 0.8921731142802927, + "TN": 133690623, + "TP": 1565663, + "n_pred": 1658172, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4616467321691651, + "FN": 54984, + "FP": 280837, + "IoU": 0.30009149512199695, + "TN": 134965703, + "TP": 143986, + "n_pred": 424823, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8903981965195422, + "FN": 42576, + "FP": 18245, + "IoU": 0.8024484042173097, + "TN": 135137636, + "TP": 247053, + "n_pred": 265298, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7438734510177734, + "FN": 36384, + "FP": 6070, + "IoU": 0.5921962652731884, + "TN": 135341406, + "TP": 61650, + "n_pred": 67720, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6474245380694489, + "FN": 126149, + "FP": 15513, + "IoU": 0.47866056740772905, + "TN": 105482278, + "TP": 130065, + "n_pred": 145578, + "n_ref": 256214 + }, + "10": { + "Dice": 0.12918299126559074, + "FN": 53297, + "FP": 43611, + "IoU": 0.06905164463572087, + "TN": 105649909, + "TP": 7188, + "n_pred": 50799, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.30323366727265694, + "FN": 65223, + "FP": 6831, + "IoU": 0.17871268507859073, + "TN": 105666272, + "TP": 15679, + "n_pred": 22510, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8817838842277155, + "FN": 40305, + "FP": 1683, + "IoU": 0.7885630262256778, + "TN": 105555421, + "TP": 156596, + "n_pred": 158279, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7991081465937195, + "FN": 6607, + "FP": 4115, + "IoU": 0.6654289013012138, + "TN": 105721958, + "TP": 21325, + "n_pred": 25440, + "n_ref": 27932 + }, + "2": { + "Dice": 0.755542945158283, + "FN": 41050, + "FP": 31322, + "IoU": 0.6071265715588561, + "TN": 105569793, + "TP": 111840, + "n_pred": 143162, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8740206145565709, + "FN": 13781, + "FP": 31674, + "IoU": 0.7762314531294613, + "TN": 105550871, + "TP": 157679, + "n_pred": 189353, + "n_ref": 171460 + }, + "4": { + "Dice": 0.013572067218413994, + "FN": 40558, + "FP": 2469, + "IoU": 0.0068323984950257365, + "TN": 105710682, + "TP": 296, + "n_pred": 2765, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6617114016976371, + "FN": 5154, + "FP": 2219, + "IoU": 0.4944459681843116, + "TN": 105739421, + "TP": 7211, + "n_pred": 9430, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8979533626009456, + "FN": 101049, + "FP": 225234, + "IoU": 0.8148052288605586, + "TN": 103992168, + "TP": 1435554, + "n_pred": 1660788, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5924309122483671, + "FN": 107021, + "FP": 114999, + "IoU": 0.4208894024482173, + "TN": 105370624, + "TP": 161361, + "n_pred": 276360, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9001627533774171, + "FN": 9577, + "FP": 7967, + "IoU": 0.818450871837326, + "TN": 105657370, + "TP": 79091, + "n_pred": 87058, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7575882660502491, + "FN": 19747, + "FP": 15489, + "IoU": 0.6097723044210154, + "TN": 105663709, + "TP": 55060, + "n_pred": 70549, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7916791658828175, + "FN": 19693, + "FP": 103224, + "IoU": 0.6551895353697433, + "TN": 96781403, + "TP": 233560, + "n_pred": 336784, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7440970614078752, + "FN": 26620, + "FP": 32501, + "IoU": 0.5924797518524901, + "TN": 96992805, + "TP": 85954, + "n_pred": 118455, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6213314080746267, + "FN": 22788, + "FP": 10255, + "IoU": 0.45067495677616703, + "TN": 97077728, + "TP": 27109, + "n_pred": 37364, + "n_ref": 49897 + }, + "14": { + "Dice": 0.83858878514784, + "FN": 70686, + "FP": 3911, + "IoU": 0.7220429546606254, + "TN": 96869504, + "TP": 193779, + "n_pred": 197690, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3145850830935301, + "FN": 10948, + "FP": 38833, + "IoU": 0.18665141736786212, + "TN": 97076675, + "TP": 11424, + "n_pred": 50257, + "n_ref": 22372 + }, + "2": { + "Dice": 0.46754207911363127, + "FN": 95045, + "FP": 2800, + "IoU": 0.30509293125856696, + "TN": 96997077, + "TP": 42958, + "n_pred": 45758, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6656321263953036, + "FN": 14125, + "FP": 130886, + "IoU": 0.49883704453791095, + "TN": 96848531, + "TP": 144338, + "n_pred": 275224, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7884512048939776, + "FN": 8421, + "FP": 1815, + "IoU": 0.6507795708095937, + "TN": 97108569, + "TP": 19075, + "n_pred": 20890, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6042077856632931, + "FN": 7439, + "FP": 1986, + "IoU": 0.43287803116914375, + "TN": 97121261, + "TP": 7194, + "n_pred": 9180, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8341144502339012, + "FN": 154765, + "FP": 380442, + "IoU": 0.7154342468703228, + "TN": 95257095, + "TP": 1345578, + "n_pred": 1726020, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7855508102066399, + "FN": 40242, + "FP": 76603, + "IoU": 0.6468371149725104, + "TN": 96807027, + "TP": 214008, + "n_pred": 290611, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7864173272602192, + "FN": 40606, + "FP": 6895, + "IoU": 0.6480129824899408, + "TN": 97002929, + "TP": 87450, + "n_pred": 94345, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6167065610998589, + "FN": 8292, + "FP": 66648, + "IoU": 0.4458248291773893, + "TN": 97002652, + "TP": 60288, + "n_pred": 126936, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9367652884170121, + "FN": 5606, + "FP": 17062, + "IoU": 0.8810522062643319, + "TN": 130576221, + "TP": 167903, + "n_pred": 184965, + "n_ref": 173509 + }, + "10": { + "Dice": 0.48593250444049735, + "FN": 36211, + "FP": 50615, + "IoU": 0.32094507402454187, + "TN": 130638929, + "TP": 41037, + "n_pred": 91652, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3548818441075887, + "FN": 46372, + "FP": 8145, + "IoU": 0.21571814938427897, + "TN": 130697280, + "TP": 14995, + "n_pred": 23140, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9355643223144243, + "FN": 15003, + "FP": 4891, + "IoU": 0.878929879867087, + "TN": 130602474, + "TP": 144424, + "n_pred": 149315, + "n_ref": 159427 + }, + "15": { + "Dice": 0.4248535945072698, + "FN": 11959, + "FP": 33611, + "IoU": 0.2697232416147177, + "TN": 130704391, + "TP": 16831, + "n_pred": 50442, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5111906178144338, + "FN": 108751, + "FP": 1367, + "IoU": 0.3433553172965688, + "TN": 130599094, + "TP": 57580, + "n_pred": 58947, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7258071147617372, + "FN": 7174, + "FP": 112866, + "IoU": 0.5696210700674395, + "TN": 130487875, + "TP": 158877, + "n_pred": 271743, + "n_ref": 166051 + }, + "4": { + "Dice": 0.627138021475487, + "FN": 15948, + "FP": 685, + "IoU": 0.4568106854772868, + "TN": 130736171, + "TP": 13988, + "n_pred": 14673, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5101606176235691, + "FN": 19811, + "FP": 2269, + "IoU": 0.3424265888379296, + "TN": 130733214, + "TP": 11498, + "n_pred": 13767, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9527513820966519, + "FN": 46812, + "FP": 81164, + "IoU": 0.9097661871391293, + "TN": 129348521, + "TP": 1290295, + "n_pred": 1371459, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7631377634810543, + "FN": 85426, + "FP": 138126, + "IoU": 0.6169949578449798, + "TN": 130183113, + "TP": 360127, + "n_pred": 498253, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8868276761344769, + "FN": 11223, + "FP": 44671, + "IoU": 0.7966670183237597, + "TN": 130491903, + "TP": 218995, + "n_pred": 263666, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8521816516162806, + "FN": 20635, + "FP": 7602, + "IoU": 0.7424359898203975, + "TN": 130657161, + "TP": 81394, + "n_pred": 88996, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6627735005535508, + "FN": 83208, + "FP": 36501, + "IoU": 0.49563293939202424, + "TN": 71998663, + "TP": 117636, + "n_pred": 154137, + "n_ref": 200844 + }, + "10": { + "Dice": 0.261798119990004, + "FN": 49044, + "FP": 27760, + "IoU": 0.1506143348484346, + "TN": 72145585, + "TP": 13619, + "n_pred": 41379, + "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": 0.17638757143187656, + "FN": 62814, + "FP": 8384, + "IoU": 0.09672426479916775, + "TN": 72157186, + "TP": 7624, + "n_pred": 16008, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2269714905633286, + "FN": 38278, + "FP": 203993, + "IoU": 0.12801344668475875, + "TN": 71958170, + "TP": 35567, + "n_pred": 239560, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6402945699250878, + "FN": 5623, + "FP": 19874, + "IoU": 0.4709068271425607, + "TN": 72187818, + "TP": 22693, + "n_pred": 42567, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2693490272789104, + "FN": 103336, + "FP": 26649, + "IoU": 0.15563451644753937, + "TN": 72082064, + "TP": 23959, + "n_pred": 50608, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7313076198562607, + "FN": 10628, + "FP": 105194, + "IoU": 0.5764262726740784, + "TN": 71962568, + "TP": 157618, + "n_pred": 262812, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 72235614, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "5": { + "Dice": 0.8050904219691896, + "FN": 1616, + "FP": 1585, + "IoU": 0.6737668161434978, + "TN": 72226196, + "TP": 6611, + "n_pred": 8196, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7374109748959852, + "FN": 351427, + "FP": 474979, + "IoU": 0.5840467168920905, + "TN": 70249232, + "TP": 1160370, + "n_pred": 1635349, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4327467336979825, + "FN": 148511, + "FP": 351567, + "IoU": 0.2761179338417088, + "TN": 71545180, + "TP": 190750, + "n_pred": 542317, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8566079295154185, + "FN": 9244, + "FP": 10286, + "IoU": 0.7491812752841457, + "TN": 72158143, + "TP": 58335, + "n_pred": 68621, + "n_ref": 67579 + }, + "9": { + "Dice": 0.32654917253448346, + "FN": 37771, + "FP": 11102, + "IoU": 0.19513520635025197, + "TN": 72175286, + "TP": 11849, + "n_pred": 22951, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.011784786911441594, + "FN": 88343, + "FP": 20501, + "IoU": 0.005927319554674728, + "TN": 52443627, + "TP": 649, + "n_pred": 21150, + "n_ref": 88992 + }, + "10": { + "Dice": 0.004247355915809836, + "FN": 47083, + "FP": 274, + "IoU": 0.002128197564161996, + "TN": 52505662, + "TP": 101, + "n_pred": 375, + "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": 0.21986736376714971, + "FN": 18482, + "FP": 3751, + "IoU": 0.12351178743199559, + "TN": 52527754, + "TP": 3133, + "n_pred": 6884, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 638, + "IoU": 0.0, + "TN": 52527213, + "TP": 0, + "n_pred": 638, + "n_ref": 25269 + }, + "2": { + "Dice": 0.48687243922425566, + "FN": 90515, + "FP": 3413, + "IoU": 0.32176562759497146, + "TN": 52414631, + "TP": 44561, + "n_pred": 47974, + "n_ref": 135076 + }, + "3": { + "Dice": 0.701701762391466, + "FN": 33143, + "FP": 60338, + "IoU": 0.540478098224951, + "TN": 52349689, + "TP": 109950, + "n_pred": 170288, + "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": 0.5517722023098367, + "FN": 3511, + "FP": 991, + "IoU": 0.38099821256702876, + "TN": 52545847, + "TP": 2771, + "n_pred": 3762, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8827146619211352, + "FN": 60035, + "FP": 129380, + "IoU": 0.7900530257015043, + "TN": 51650916, + "TP": 712789, + "n_pred": 842169, + "n_ref": 772824 + }, + "7": { + "Dice": 0.1438591653286246, + "FN": 176892, + "FP": 15595, + "IoU": 0.07750444505149551, + "TN": 52344461, + "TP": 16172, + "n_pred": 31767, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8134830241891745, + "FN": 14535, + "FP": 6099, + "IoU": 0.6856058874617178, + "TN": 52487489, + "TP": 44997, + "n_pred": 51096, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7008544226544063, + "FN": 35026, + "FP": 1736, + "IoU": 0.5394733545461379, + "TN": 52473294, + "TP": 43064, + "n_pred": 44800, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7979530543210929, + "FN": 21325, + "FP": 116114, + "IoU": 0.6638285278204463, + "TN": 143728414, + "TP": 271397, + "n_pred": 387511, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4796510824186458, + "FN": 63582, + "FP": 11700, + "IoU": 0.31548750215950316, + "TN": 144027271, + "TP": 34697, + "n_pred": 46397, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.49436183512058446, + "FN": 64954, + "FP": 15535, + "IoU": 0.3283403985446777, + "TN": 144017414, + "TP": 39347, + "n_pred": 54882, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9030083357788123, + "FN": 68530, + "FP": 4844, + "IoU": 0.8231679102319394, + "TN": 143722314, + "TP": 341562, + "n_pred": 346406, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6910266055673346, + "FN": 2459, + "FP": 15611, + "IoU": 0.5279149358622671, + "TN": 144098973, + "TP": 20207, + "n_pred": 35818, + "n_ref": 22666 + }, + "2": { + "Dice": 0.18482325339922584, + "FN": 123975, + "FP": 68, + "IoU": 0.10182107816516418, + "TN": 143999145, + "TP": 14062, + "n_pred": 14130, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7124705435523828, + "FN": 9119, + "FP": 124121, + "IoU": 0.5533625191909305, + "TN": 143838932, + "TP": 165078, + "n_pred": 289199, + "n_ref": 174197 + }, + "4": { + "Dice": 0.6523219814241487, + "FN": 25886, + "FP": 1066, + "IoU": 0.48403399954054677, + "TN": 144085014, + "TP": 25284, + "n_pred": 26350, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5571002979145978, + "FN": 18107, + "FP": 4193, + "IoU": 0.3860977288368892, + "TN": 144100925, + "TP": 14025, + "n_pred": 18218, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8271973294535572, + "FN": 126534, + "FP": 388222, + "IoU": 0.7053167171491364, + "TN": 142390439, + "TP": 1232055, + "n_pred": 1620277, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5537364857901976, + "FN": 125472, + "FP": 73732, + "IoU": 0.38287385414181846, + "TN": 143814457, + "TP": 123589, + "n_pred": 197321, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8614828704894502, + "FN": 21460, + "FP": 45318, + "IoU": 0.7566709785559422, + "TN": 143862815, + "TP": 207657, + "n_pred": 252975, + "n_ref": 229117 + }, + "9": { + "Dice": 0.856472693155288, + "FN": 15954, + "FP": 10358, + "IoU": 0.7489744127916961, + "TN": 144032432, + "TP": 78506, + "n_pred": 88864, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9092917733456033, + "FN": 14417, + "FP": 25405, + "IoU": 0.8336709590379965, + "TN": 111539503, + "TP": 199595, + "n_pred": 225000, + "n_ref": 214012 + }, + "10": { + "Dice": 0.413650998068255, + "FN": 28336, + "FP": 21747, + "IoU": 0.2607566163338204, + "TN": 111711171, + "TP": 17666, + "n_pred": 39413, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3350654692534448, + "FN": 40724, + "FP": 7773, + "IoU": 0.20124843533829634, + "TN": 111718204, + "TP": 12219, + "n_pred": 19992, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8332898281627849, + "FN": 7380, + "FP": 26469, + "IoU": 0.7142217907045464, + "TN": 111660475, + "TP": 84596, + "n_pred": 111065, + "n_ref": 91976 + }, + "15": { + "Dice": 0.49647479743238976, + "FN": 6014, + "FP": 3556, + "IoU": 0.3302071668533035, + "TN": 111764632, + "TP": 4718, + "n_pred": 8274, + "n_ref": 10732 + }, + "2": { + "Dice": 0.5368325779106664, + "FN": 130093, + "FP": 1422, + "IoU": 0.36689757426671993, + "TN": 111571189, + "TP": 76216, + "n_pred": 77638, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4817979797143791, + "FN": 5226, + "FP": 119997, + "IoU": 0.3173477398111603, + "TN": 111595484, + "TP": 58213, + "n_pred": 178210, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7544185753441921, + "FN": 6706, + "FP": 1089, + "IoU": 0.6056758397409956, + "TN": 111759152, + "TP": 11973, + "n_pred": 13062, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4307241182699357, + "FN": 18484, + "FP": 2483, + "IoU": 0.2744731651614243, + "TN": 111750021, + "TP": 7932, + "n_pred": 10415, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9411880028349061, + "FN": 87370, + "FP": 56024, + "IoU": 0.8889094620715301, + "TN": 110488135, + "TP": 1147391, + "n_pred": 1203415, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.33761836352035324, + "FN": 152143, + "FP": 186285, + "IoU": 0.20309317434191163, + "TN": 111354243, + "TP": 86249, + "n_pred": 272534, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8799521791351774, + "FN": 40241, + "FP": 24426, + "IoU": 0.7856380439682834, + "TN": 111477248, + "TP": 237005, + "n_pred": 261431, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7682843567557023, + "FN": 25200, + "FP": 8060, + "IoU": 0.6237513999027138, + "TN": 111690521, + "TP": 55139, + "n_pred": 63199, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.596078219491581, + "FN": 88177, + "FP": 16486, + "IoU": 0.42458079058771786, + "TN": 198905985, + "TP": 77227, + "n_pred": 93713, + "n_ref": 165404 + }, + "10": { + "Dice": 0.38622026367276785, + "FN": 42005, + "FP": 25129, + "IoU": 0.23932650471356054, + "TN": 198999619, + "TP": 21122, + "n_pred": 46251, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.027526436280388096, + "FN": 35089, + "FP": 593, + "IoU": 0.013955287810539696, + "TN": 199051688, + "TP": 505, + "n_pred": 1098, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5384869325997249, + "FN": 27374, + "FP": 6178, + "IoU": 0.3684448292738019, + "TN": 199034749, + "TP": 19574, + "n_pred": 25752, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6660395373667154, + "FN": 67763, + "FP": 3240, + "IoU": 0.49929481122096386, + "TN": 198946069, + "TP": 70803, + "n_pred": 74043, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7774174622161378, + "FN": 44113, + "FP": 4826, + "IoU": 0.6358813725781971, + "TN": 198953471, + "TP": 85465, + "n_pred": 90291, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8258041129674342, + "FN": 11255, + "FP": 42567, + "IoU": 0.7032933108413544, + "TN": 198906477, + "TP": 127576, + "n_pred": 170143, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7031885444789994, + "FN": 6832, + "FP": 1853, + "IoU": 0.5422442418173193, + "TN": 199068902, + "TP": 10288, + "n_pred": 12141, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5553616887388805, + "FN": 10360, + "FP": 5185, + "IoU": 0.3844295727240328, + "TN": 199062622, + "TP": 9708, + "n_pred": 14893, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9023236736291942, + "FN": 66068, + "FP": 169687, + "IoU": 0.8220307316023688, + "TN": 197763180, + "TP": 1088940, + "n_pred": 1258627, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5458090290630145, + "FN": 70651, + "FP": 71687, + "IoU": 0.37533517947187567, + "TN": 198860012, + "TP": 85525, + "n_pred": 157212, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8651962761580535, + "FN": 11107, + "FP": 22313, + "IoU": 0.7624193135610089, + "TN": 198947207, + "TP": 107248, + "n_pred": 129561, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8194534658326642, + "FN": 23288, + "FP": 12013, + "IoU": 0.6941305930059266, + "TN": 198972463, + "TP": 80111, + "n_pred": 92124, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8672707947535092, + "FN": 26079, + "FP": 22373, + "IoU": 0.7656470679281057, + "TN": 130868444, + "TP": 158296, + "n_pred": 180669, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7007528749896583, + "FN": 19196, + "FP": 35059, + "IoU": 0.5393530310748854, + "TN": 130957412, + "TP": 63525, + "n_pred": 98584, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.296288194911832, + "FN": 72549, + "FP": 11097, + "IoU": 0.17390746135993285, + "TN": 130973937, + "TP": 17609, + "n_pred": 28706, + "n_ref": 90158 + }, + "14": { + "Dice": 0.24277287369786218, + "FN": 45007, + "FP": 27393, + "IoU": 0.13815679832392924, + "TN": 130991186, + "TP": 11606, + "n_pred": 38999, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6234548955048969, + "FN": 5235, + "FP": 21755, + "IoU": 0.45291279847569627, + "TN": 131025858, + "TP": 22344, + "n_pred": 44099, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5251557045603492, + "FN": 101359, + "FP": 5150, + "IoU": 0.3560753539774857, + "TN": 130909786, + "TP": 58897, + "n_pred": 64047, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7219441881686024, + "FN": 11265, + "FP": 126468, + "IoU": 0.5648768868192761, + "TN": 130758654, + "TP": 178805, + "n_pred": 305273, + "n_ref": 190070 + }, + "4": { + "Dice": 0.37083696599825633, + "FN": 56066, + "FP": 1666, + "IoU": 0.22762422069408397, + "TN": 131000446, + "TP": 17014, + "n_pred": 18680, + "n_ref": 73080 + }, + "5": { + "Dice": 0.3902541043605563, + "FN": 10967, + "FP": 695, + "IoU": 0.2424321164089905, + "TN": 131059798, + "TP": 3732, + "n_pred": 4427, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8506606194948375, + "FN": 68006, + "FP": 423538, + "IoU": 0.7401300555114988, + "TN": 129183692, + "TP": 1399956, + "n_pred": 1823494, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.595604022344006, + "FN": 326523, + "FP": 285428, + "IoU": 0.42409977799715604, + "TN": 130012593, + "TP": 450648, + "n_pred": 736076, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8667864769435694, + "FN": 25696, + "FP": 5807, + "IoU": 0.7648924578712479, + "TN": 130941198, + "TP": 102491, + "n_pred": 108298, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5301385118674741, + "FN": 35077, + "FP": 18927, + "IoU": 0.3606724280809755, + "TN": 130990722, + "TP": 30466, + "n_pred": 49393, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8293650228122716, + "FN": 11853, + "FP": 71960, + "IoU": 0.7084744937356086, + "TN": 101329702, + "TP": 203685, + "n_pred": 275645, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6527095168187911, + "FN": 20258, + "FP": 6947, + "IoU": 0.4844608679173773, + "TN": 101564430, + "TP": 25565, + "n_pred": 32512, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7026610401371949, + "FN": 23618, + "FP": 7244, + "IoU": 0.5416171577946768, + "TN": 101549872, + "TP": 36466, + "n_pred": 43710, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8788194986484377, + "FN": 8289, + "FP": 6460, + "IoU": 0.783834090575993, + "TN": 101548970, + "TP": 53481, + "n_pred": 59941, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5113635240270076, + "FN": 7402, + "FP": 42027, + "IoU": 0.34351134899658664, + "TN": 101541907, + "TP": 25864, + "n_pred": 67891, + "n_ref": 33266 + }, + "2": { + "Dice": 0.01769819913061478, + "FN": 170804, + "FP": 34, + "IoU": 0.008928105257661986, + "TN": 101444823, + "TP": 1539, + "n_pred": 1573, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6594385103303273, + "FN": 4864, + "FP": 168774, + "IoU": 0.4919121692006976, + "TN": 101275452, + "TP": 168110, + "n_pred": 336884, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5051192867290453, + "FN": 5902, + "FP": 14302, + "IoU": 0.3378993937407832, + "TN": 101586685, + "TP": 10311, + "n_pred": 24613, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6274758107600071, + "FN": 14515, + "FP": 4312, + "IoU": 0.45716921834904706, + "TN": 101582517, + "TP": 15856, + "n_pred": 20168, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8673060864594752, + "FN": 215150, + "FP": 188315, + "IoU": 0.7657020807576231, + "TN": 99895183, + "TP": 1318552, + "n_pred": 1506867, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8230621738689227, + "FN": 42571, + "FP": 123072, + "IoU": 0.6993251092749372, + "TN": 101066296, + "TP": 385261, + "n_pred": 508333, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8460229499808711, + "FN": 51717, + "FP": 13886, + "IoU": 0.733136720497905, + "TN": 101371370, + "TP": 180227, + "n_pred": 194113, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8958722073730395, + "FN": 9941, + "FP": 6577, + "IoU": 0.8113845275478162, + "TN": 101529625, + "TP": 71057, + "n_pred": 77634, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6805339194327618, + "FN": 95167, + "FP": 14138, + "IoU": 0.5157646183221325, + "TN": 118956485, + "TP": 116422, + "n_pred": 130560, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6134178346722899, + "FN": 27223, + "FP": 40241, + "IoU": 0.4423955896817066, + "TN": 119061223, + "TP": 53525, + "n_pred": 93766, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.38960617336363407, + "FN": 17474, + "FP": 31410, + "IoU": 0.24193223230208577, + "TN": 119117727, + "TP": 15601, + "n_pred": 47011, + "n_ref": 33075 + }, + "14": { + "Dice": 0.028497194505099643, + "FN": 64836, + "FP": 5460, + "IoU": 0.014454554376323132, + "TN": 119110885, + "TP": 1031, + "n_pred": 6491, + "n_ref": 65867 + }, + "15": { + "Dice": 0.29563823391890987, + "FN": 14081, + "FP": 17554, + "IoU": 0.1734597899357266, + "TN": 119143938, + "TP": 6639, + "n_pred": 24193, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7975081232931305, + "FN": 30392, + "FP": 52429, + "IoU": 0.6632128987658337, + "TN": 118936297, + "TP": 163094, + "n_pred": 215523, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7622276966500873, + "FN": 74938, + "FP": 1215, + "IoU": 0.6158060691673183, + "TN": 118983997, + "TP": 122062, + "n_pred": 123277, + "n_ref": 197000 + }, + "4": { + "Dice": 0.1238581756786008, + "FN": 40476, + "FP": 0, + "IoU": 0.0660174908276992, + "TN": 119138875, + "TP": 2861, + "n_pred": 2861, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6024963626617659, + "FN": 9854, + "FP": 528, + "IoU": 0.43112328767123287, + "TN": 119163962, + "TP": 7868, + "n_pred": 8396, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8945529349564719, + "FN": 141674, + "FP": 234880, + "IoU": 0.8092227689991179, + "TN": 117208423, + "TP": 1597235, + "n_pred": 1832115, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.41688425086044656, + "FN": 199273, + "FP": 75869, + "IoU": 0.26333150376845743, + "TN": 118808717, + "TP": 98353, + "n_pred": 174222, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8622252572522713, + "FN": 17770, + "FP": 2809, + "IoU": 0.7578171889894437, + "TN": 119097239, + "TP": 64394, + "n_pred": 67203, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7454359828589084, + "FN": 30030, + "FP": 7870, + "IoU": 0.5941793106402116, + "TN": 119088821, + "TP": 55491, + "n_pred": 63361, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4092, + "IoU": 0.0, + "TN": 61328388, + "TP": 0, + "n_pred": 4092, + "n_ref": 0 + }, + "10": { + "Dice": 0.4467623335816786, + "FN": 20636, + "FP": 13522, + "IoU": 0.2876329509906152, + "TN": 61284530, + "TP": 13792, + "n_pred": 27314, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.2479748837655179, + "FN": 42349, + "FP": 20409, + "IoU": 0.14153614663839684, + "TN": 61259375, + "TP": 10347, + "n_pred": 30756, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8967223676033774, + "FN": 34647, + "FP": 19698, + "IoU": 0.8127803385766552, + "TN": 61042206, + "TP": 235929, + "n_pred": 255627, + "n_ref": 270576 + }, + "15": { + "Dice": 0.555526194093942, + "FN": 56183, + "FP": 11097, + "IoU": 0.3845872398810885, + "TN": 61223155, + "TP": 42045, + "n_pred": 53142, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7228084912759665, + "FN": 57687, + "FP": 21508, + "IoU": 0.5659358728418745, + "TN": 61150030, + "TP": 103255, + "n_pred": 124763, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8306017408575336, + "FN": 16569, + "FP": 29146, + "IoU": 0.7102813214948888, + "TN": 61174689, + "TP": 112076, + "n_pred": 141222, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6396158463385354, + "FN": 22209, + "FP": 306, + "IoU": 0.4701729615248853, + "TN": 61289985, + "TP": 19980, + "n_pred": 20286, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5241526117570001, + "FN": 5371, + "FP": 441, + "IoU": 0.355153666925552, + "TN": 61323467, + "TP": 3201, + "n_pred": 3642, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8952694950712456, + "FN": 41446, + "FP": 231039, + "IoU": 0.8103962831450761, + "TN": 59895351, + "TP": 1164644, + "n_pred": 1395683, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.24637949055760383, + "FN": 167573, + "FP": 56660, + "IoU": 0.14049761007639322, + "TN": 61071593, + "TP": 36654, + "n_pred": 93314, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7123678558689829, + "FN": 35279, + "FP": 2622, + "IoU": 0.5532386397123829, + "TN": 61247645, + "TP": 46934, + "n_pred": 49556, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7164778770025491, + "FN": 20932, + "FP": 12658, + "IoU": 0.5582123316498316, + "TN": 61256448, + "TP": 42442, + "n_pred": 55100, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9087948474264372, + "FN": 27024, + "FP": 3110, + "IoU": 0.8328359202511844, + "TN": 148927234, + "TP": 150132, + "n_pred": 153242, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6139791832231284, + "FN": 33014, + "FP": 17017, + "IoU": 0.44297977042719244, + "TN": 149017681, + "TP": 39788, + "n_pred": 56805, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.15324050301547507, + "FN": 76757, + "FP": 7344, + "IoU": 0.0829780506155205, + "TN": 149015789, + "TP": 7610, + "n_pred": 14954, + "n_ref": 84367 + }, + "14": { + "Dice": 0.875941834724507, + "FN": 6805, + "FP": 17629, + "IoU": 0.7792673562491531, + "TN": 148996805, + "TP": 86261, + "n_pred": 103890, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5828882668885694, + "FN": 18780, + "FP": 8789, + "IoU": 0.4113213187564059, + "TN": 149060668, + "TP": 19263, + "n_pred": 28052, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5785187382576881, + "FN": 83872, + "FP": 22689, + "IoU": 0.4069830210414429, + "TN": 148927807, + "TP": 73132, + "n_pred": 95821, + "n_ref": 157004 + }, + "3": { + "Dice": 0.07386248479935144, + "FN": 54255, + "FP": 91971, + "IoU": 0.0383474618070855, + "TN": 148955443, + "TP": 5831, + "n_pred": 97802, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8196296946296946, + "FN": 7152, + "FP": 1070, + "IoU": 0.6943835260008178, + "TN": 149080597, + "TP": 18681, + "n_pred": 19751, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0024280469027596827, + "FN": 33675, + "FP": 15, + "IoU": 0.001215499095787258, + "TN": 149073769, + "TP": 41, + "n_pred": 56, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9501609744734386, + "FN": 47581, + "FP": 63460, + "IoU": 0.9050539667230147, + "TN": 147937983, + "TP": 1058476, + "n_pred": 1121936, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.44089215293935474, + "FN": 165512, + "FP": 112515, + "IoU": 0.28278489763909526, + "TN": 148719852, + "TP": 109621, + "n_pred": 222136, + "n_ref": 275133 + }, + "8": { + "Dice": 0.926949512239854, + "FN": 16790, + "FP": 16668, + "IoU": 0.8638451990965877, + "TN": 148861765, + "TP": 212277, + "n_pred": 228945, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7480717245755151, + "FN": 30895, + "FP": 7222, + "IoU": 0.5975356090762229, + "TN": 149012791, + "TP": 56592, + "n_pred": 63814, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19140313031512027, + "FN": 460581, + "FP": 92, + "IoU": 0.10582962600641309, + "TN": 100197604, + "TP": 54523, + "n_pred": 54615, + "n_ref": 515104 + }, + "10": { + "Dice": 0.28331063443422994, + "FN": 28486, + "FP": 22032, + "IoU": 0.1650331388526189, + "TN": 100652297, + "TP": 9985, + "n_pred": 32017, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.02539090012677842, + "FN": 38434, + "FP": 16916, + "IoU": 0.012858697009149114, + "TN": 100656729, + "TP": 721, + "n_pred": 17637, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6203257012580782, + "FN": 68322, + "FP": 36429, + "IoU": 0.449617494378008, + "TN": 100522476, + "TP": 85573, + "n_pred": 122002, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7967601327174549, + "FN": 21784, + "FP": 15704, + "IoU": 0.6621789672884564, + "TN": 100601830, + "TP": 73482, + "n_pred": 89186, + "n_ref": 95266 + }, + "2": { + "Dice": 0.32893510947922133, + "FN": 173313, + "FP": 70860, + "IoU": 0.19684161359928426, + "TN": 100408784, + "TP": 59843, + "n_pred": 130703, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5355330186912387, + "FN": 109568, + "FP": 88830, + "IoU": 0.36568459755415234, + "TN": 100400025, + "TP": 114377, + "n_pred": 203207, + "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": 0.004596927906716, + "FN": 16432, + "FP": 1324, + "IoU": 0.0023037590605158175, + "TN": 100695003, + "TP": 41, + "n_pred": 1365, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6109404845733314, + "FN": 728508, + "FP": 990369, + "IoU": 0.43982311613600855, + "TN": 97644346, + "TP": 1349577, + "n_pred": 2339946, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2443485453525944, + "FN": 132861, + "FP": 111058, + "IoU": 0.1391782775025057, + "TN": 100429444, + "TP": 39437, + "n_pred": 150495, + "n_ref": 172298 + }, + "8": { + "Dice": 0.756660181839838, + "FN": 39297, + "FP": 3606, + "IoU": 0.6085706986843786, + "TN": 100603194, + "TP": 66703, + "n_pred": 70309, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5903768979355426, + "FN": 44775, + "FP": 34433, + "IoU": 0.41881897158957504, + "TN": 100576512, + "TP": 57080, + "n_pred": 91513, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8286184949457133, + "FN": 22503, + "FP": 385, + "IoU": 0.7073856735575755, + "TN": 78872481, + "TP": 55331, + "n_pred": 55716, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5306220961805346, + "FN": 21356, + "FP": 9760, + "IoU": 0.36112023653088043, + "TN": 78901996, + "TP": 17588, + "n_pred": 27348, + "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": 0.012645735409731863, + "FN": 59027, + "FP": 0, + "IoU": 0.006363100749095194, + "TN": 78891295, + "TP": 378, + "n_pred": 378, + "n_ref": 59405 + }, + "14": { + "Dice": 0.03435492543226646, + "FN": 26662, + "FP": 7461, + "IoU": 0.01747768499856032, + "TN": 78915970, + "TP": 607, + "n_pred": 8068, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8536460989291178, + "FN": 12247, + "FP": 3825, + "IoU": 0.744661921708185, + "TN": 78887756, + "TP": 46872, + "n_pred": 50697, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5880114044321136, + "FN": 57945, + "FP": 1156, + "IoU": 0.41644203521036366, + "TN": 78849423, + "TP": 42176, + "n_pred": 43332, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8196251965706584, + "FN": 6236, + "FP": 28289, + "IoU": 0.694377069206664, + "TN": 78837734, + "TP": 78441, + "n_pred": 106730, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6410838750097894, + "FN": 8942, + "FP": 224, + "IoU": 0.4717611802674043, + "TN": 78933348, + "TP": 8186, + "n_pred": 8410, + "n_ref": 17128 + }, + "5": { + "Dice": 0.09416789003069531, + "FN": 33034, + "FP": 903, + "IoU": 0.04941038066160612, + "TN": 78914999, + "TP": 1764, + "n_pred": 2667, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9191013442482695, + "FN": 37820, + "FP": 79997, + "IoU": 0.8503122280312799, + "TN": 78163615, + "TP": 669268, + "n_pred": 749265, + "n_ref": 707088 + }, + "7": { + "Dice": 0.33621080334376213, + "FN": 567173, + "FP": 40682, + "IoU": 0.20207536148176347, + "TN": 78188905, + "TP": 153940, + "n_pred": 194622, + "n_ref": 721113 + }, + "8": { + "Dice": 0.898248382829311, + "FN": 60190, + "FP": 1188, + "IoU": 0.8152911861713653, + "TN": 78618404, + "TP": 270918, + "n_pred": 272106, + "n_ref": 331108 + }, + "9": { + "Dice": 0.28382138598118456, + "FN": 47409, + "FP": 1236, + "IoU": 0.1653798641136504, + "TN": 78892416, + "TP": 9639, + "n_pred": 10875, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8630280101135612, + "FN": 8595, + "FP": 35719, + "IoU": 0.7590582862113963, + "TN": 104820520, + "TP": 139606, + "n_pred": 175325, + "n_ref": 148201 + }, + "10": { + "Dice": 0.49056785293386673, + "FN": 56639, + "FP": 6904, + "IoU": 0.32500159340542606, + "TN": 104910302, + "TP": 30595, + "n_pred": 37499, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.35170598318504614, + "FN": 60583, + "FP": 2955, + "IoU": 0.21337575675039927, + "TN": 104923667, + "TP": 17235, + "n_pred": 20190, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9277031167609628, + "FN": 4986, + "FP": 5160, + "IoU": 0.8651550995454667, + "TN": 104929198, + "TP": 65096, + "n_pred": 70256, + "n_ref": 70082 + }, + "15": { + "Dice": 0.434057846996406, + "FN": 11679, + "FP": 21389, + "IoU": 0.27718638658768496, + "TN": 104958691, + "TP": 12681, + "n_pred": 34070, + "n_ref": 24360 + }, + "2": { + "Dice": 0.272433273706657, + "FN": 143793, + "FP": 191, + "IoU": 0.15769768516622695, + "TN": 104833499, + "TP": 26957, + "n_pred": 27148, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6722506190508644, + "FN": 5584, + "FP": 138688, + "IoU": 0.5063083656422488, + "TN": 104712209, + "TP": 147959, + "n_pred": 286647, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1821, + "IoU": 0.0, + "TN": 105002619, + "TP": 0, + "n_pred": 1821, + "n_ref": 0 + }, + "5": { + "Dice": 0.3828871304989545, + "FN": 20741, + "FP": 9363, + "IoU": 0.23677205080749436, + "TN": 104964997, + "TP": 9339, + "n_pred": 18702, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8912861671173379, + "FN": 57171, + "FP": 230371, + "IoU": 0.8038919878901383, + "TN": 103538197, + "TP": 1178701, + "n_pred": 1409072, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6739202012905001, + "FN": 24391, + "FP": 174668, + "IoU": 0.5082048621405277, + "TN": 104599680, + "TP": 205701, + "n_pred": 380369, + "n_ref": 230092 + }, + "8": { + "Dice": 0.907841379229516, + "FN": 56339, + "FP": 6567, + "IoU": 0.8312358314665522, + "TN": 104631695, + "TP": 309839, + "n_pred": 316406, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8069936079926948, + "FN": 18435, + "FP": 17497, + "IoU": 0.6764369523912437, + "TN": 104893389, + "TP": 75119, + "n_pred": 92616, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8374401095140315, + "FN": 100010, + "FP": 23490, + "IoU": 0.720341477774507, + "TN": 177234678, + "TP": 318110, + "n_pred": 341600, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0715770316523106, + "FN": 68500, + "FP": 21285, + "IoU": 0.037116873646054524, + "TN": 177583042, + "TP": 3461, + "n_pred": 24746, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5081267129836191, + "FN": 49181, + "FP": 4838, + "IoU": 0.3405964282662565, + "TN": 177594367, + "TP": 27902, + "n_pred": 32740, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9050846991530085, + "FN": 10420, + "FP": 3386, + "IoU": 0.8266253092388642, + "TN": 177596657, + "TP": 65825, + "n_pred": 69211, + "n_ref": 76245 + }, + "15": { + "Dice": 0.30453624811885444, + "FN": 9712, + "FP": 51751, + "IoU": 0.17961825947677523, + "TN": 177601368, + "TP": 13457, + "n_pred": 65208, + "n_ref": 23169 + }, + "2": { + "Dice": 0.3495834998309409, + "FN": 168874, + "FP": 406, + "IoU": 0.2118153204328311, + "TN": 177461516, + "TP": 45492, + "n_pred": 45898, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6984370846357628, + "FN": 16562, + "FP": 147927, + "IoU": 0.536614155482686, + "TN": 177321316, + "TP": 190483, + "n_pred": 338410, + "n_ref": 207045 + }, + "4": { + "Dice": 0.635483516080531, + "FN": 17104, + "FP": 2776, + "IoU": 0.4657206589803542, + "TN": 177639079, + "TP": 17329, + "n_pred": 20105, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6509122444214669, + "FN": 11666, + "FP": 9266, + "IoU": 0.4824832496847727, + "TN": 177635841, + "TP": 19515, + "n_pred": 28781, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8772040332165868, + "FN": 142767, + "FP": 322767, + "IoU": 0.78126753138382, + "TN": 175547962, + "TP": 1662792, + "n_pred": 1985559, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7274344057936603, + "FN": 61828, + "FP": 167754, + "IoU": 0.5716282202705149, + "TN": 177140347, + "TP": 306359, + "n_pred": 474113, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8421941046975334, + "FN": 19829, + "FP": 47482, + "IoU": 0.7274052655238188, + "TN": 177429361, + "TP": 179616, + "n_pred": 227098, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8618856051978271, + "FN": 30030, + "FP": 3684, + "IoU": 0.7572925965387163, + "TN": 177537380, + "TP": 105194, + "n_pred": 108878, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9390881820660931, + "FN": 16602, + "FP": 5511, + "IoU": 0.8851708183390194, + "TN": 193812962, + "TP": 170460, + "n_pred": 175971, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7788035700026412, + "FN": 23651, + "FP": 12360, + "IoU": 0.6377381646983079, + "TN": 193906129, + "TP": 63395, + "n_pred": 75755, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.3251488262383466, + "FN": 52403, + "FP": 7679, + "IoU": 0.19413595149954396, + "TN": 193930979, + "TP": 14474, + "n_pred": 22153, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8248089149224944, + "FN": 6623, + "FP": 22807, + "IoU": 0.7018508950551622, + "TN": 193906826, + "TP": 69279, + "n_pred": 92086, + "n_ref": 75902 + }, + "15": { + "Dice": 0.507969025279633, + "FN": 2369, + "FP": 33658, + "IoU": 0.34045474516695956, + "TN": 193950911, + "TP": 18597, + "n_pred": 52255, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8011474186924656, + "FN": 34725, + "FP": 16989, + "IoU": 0.6682618290054398, + "TN": 193849647, + "TP": 104174, + "n_pred": 121163, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8464900118292515, + "FN": 13978, + "FP": 29755, + "IoU": 0.7338384760513663, + "TN": 193841225, + "TP": 120577, + "n_pred": 150332, + "n_ref": 134555 + }, + "4": { + "Dice": 0.878371180942236, + "FN": 2888, + "FP": 2136, + "IoU": 0.7831210878480466, + "TN": 193982370, + "TP": 18141, + "n_pred": 20277, + "n_ref": 21029 + }, + "5": { + "Dice": 0.21387044508688885, + "FN": 23904, + "FP": 841, + "IoU": 0.11973960371384867, + "TN": 193977424, + "TP": 3366, + "n_pred": 4207, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9499461050727848, + "FN": 44745, + "FP": 96515, + "IoU": 0.9046641412045145, + "TN": 192523826, + "TP": 1340449, + "n_pred": 1436964, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5509529105339994, + "FN": 169882, + "FP": 78036, + "IoU": 0.38021739565208695, + "TN": 193605527, + "TP": 152090, + "n_pred": 230126, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9474905072483454, + "FN": 14704, + "FP": 10423, + "IoU": 0.9002203911446441, + "TN": 193753710, + "TP": 226698, + "n_pred": 237121, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7875481649096342, + "FN": 31071, + "FP": 5264, + "IoU": 0.6495500622100481, + "TN": 193901854, + "TP": 67346, + "n_pred": 72610, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8953192665224581, + "FN": 10771, + "FP": 13474, + "IoU": 0.8104778506491984, + "TN": 99527873, + "TP": 103682, + "n_pred": 117156, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6454894141898856, + "FN": 33483, + "FP": 8479, + "IoU": 0.4765480764432913, + "TN": 99575636, + "TP": 38202, + "n_pred": 46681, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.2938433694285101, + "FN": 35852, + "FP": 10188, + "IoU": 0.17222531868606053, + "TN": 99600181, + "TP": 9579, + "n_pred": 19767, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3730170366243439, + "FN": 41419, + "FP": 1345, + "IoU": 0.22926917184824727, + "TN": 99600315, + "TP": 12721, + "n_pred": 14066, + "n_ref": 54140 + }, + "15": { + "Dice": 0.31946760643151567, + "FN": 27794, + "FP": 15462, + "IoU": 0.19009904697710123, + "TN": 99602391, + "TP": 10153, + "n_pred": 25615, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8366889532266548, + "FN": 26465, + "FP": 8000, + "IoU": 0.7192306438998958, + "TN": 99533048, + "TP": 88287, + "n_pred": 96287, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8732044731514509, + "FN": 15116, + "FP": 16450, + "IoU": 0.7749449233204286, + "TN": 99515541, + "TP": 108693, + "n_pred": 125143, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5624739691795085, + "FN": 10803, + "FP": 1803, + "IoU": 0.3912791539910184, + "TN": 99635091, + "TP": 8103, + "n_pred": 9906, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0717032967032967, + "FN": 6705, + "FP": 53, + "IoU": 0.03718478415728736, + "TN": 99648781, + "TP": 261, + "n_pred": 314, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9343139823904248, + "FN": 120423, + "FP": 53043, + "IoU": 0.8767253834165629, + "TN": 98248649, + "TP": 1233685, + "n_pred": 1286728, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5454910432638079, + "FN": 24308, + "FP": 213432, + "IoU": 0.3750345027010686, + "TN": 99275395, + "TP": 142665, + "n_pred": 356097, + "n_ref": 166973 + }, + "8": { + "Dice": 0.8801552855990055, + "FN": 20210, + "FP": 1770, + "IoU": 0.7859619055038367, + "TN": 99553108, + "TP": 80712, + "n_pred": 82482, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8728596851471595, + "FN": 15831, + "FP": 7388, + "IoU": 0.7744019743106431, + "TN": 99552878, + "TP": 79703, + "n_pred": 87091, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6060365234251186, + "FN": 250937, + "FP": 3864, + "IoU": 0.434757820853539, + "TN": 62632738, + "TP": 195981, + "n_pred": 199845, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8323496151460986, + "FN": 13802, + "FP": 9177, + "IoU": 0.7128414685961361, + "TN": 63003498, + "TP": 57043, + "n_pred": 66220, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.21455730581205867, + "FN": 40125, + "FP": 363, + "IoU": 0.12017036811682386, + "TN": 63037502, + "TP": 5530, + "n_pred": 5893, + "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": 0.6724392080341899, + "FN": 60563, + "FP": 1213, + "IoU": 0.5065223469265487, + "TN": 62958335, + "TP": 63409, + "n_pred": 64622, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7959198579826035, + "FN": 2275, + "FP": 61988, + "IoU": 0.6610190054700729, + "TN": 62893943, + "TP": 125314, + "n_pred": 187302, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.3534565576605311, + "FN": 12355, + "FP": 4470, + "IoU": 0.21466579536967886, + "TN": 63062096, + "TP": 4599, + "n_pred": 9069, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8202780231869414, + "FN": 183094, + "FP": 231693, + "IoU": 0.6953146921979606, + "TN": 61722158, + "TP": 946575, + "n_pred": 1178268, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6459393951192921, + "FN": 57120, + "FP": 51999, + "IoU": 0.4770387623648493, + "TN": 62874864, + "TP": 99537, + "n_pred": 151536, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7712556381594196, + "FN": 25437, + "FP": 25885, + "IoU": 0.62767786539759, + "TN": 62945677, + "TP": 86521, + "n_pred": 112406, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8264035589134379, + "FN": 9637, + "FP": 4333, + "IoU": 0.7041633137097115, + "TN": 63036298, + "TP": 33252, + "n_pred": 37585, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8443668356895799, + "FN": 61046, + "FP": 31646, + "IoU": 0.730652997652091, + "TN": 109264682, + "TP": 251444, + "n_pred": 283090, + "n_ref": 312490 + }, + "10": { + "Dice": 0.48235597631012206, + "FN": 44925, + "FP": 47373, + "IoU": 0.3178320928891878, + "TN": 109473517, + "TP": 43003, + "n_pred": 90376, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.341259177711705, + "FN": 61095, + "FP": 14898, + "IoU": 0.20573387543505753, + "TN": 109513141, + "TP": 19684, + "n_pred": 34582, + "n_ref": 80779 + }, + "14": { + "Dice": 0.44730762489975623, + "FN": 54804, + "FP": 49263, + "IoU": 0.2880851558705423, + "TN": 109462639, + "TP": 42112, + "n_pred": 91375, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7051791441855839, + "FN": 32637, + "FP": 26650, + "IoU": 0.544615219177977, + "TN": 109478627, + "TP": 70904, + "n_pred": 97554, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6308165720538538, + "FN": 109717, + "FP": 12417, + "IoU": 0.4607246619980749, + "TN": 109382340, + "TP": 104344, + "n_pred": 116761, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7724016007803087, + "FN": 30292, + "FP": 96646, + "IoU": 0.6291973020421636, + "TN": 109266485, + "TP": 215395, + "n_pred": 312041, + "n_ref": 245687 + }, + "4": { + "Dice": 0.031008965976273443, + "FN": 49498, + "FP": 0, + "IoU": 0.015748657784847884, + "TN": 109558528, + "TP": 792, + "n_pred": 792, + "n_ref": 50290 + }, + "5": { + "Dice": 0.34304253785147804, + "FN": 8173, + "FP": 939, + "IoU": 0.20703158993995302, + "TN": 109597327, + "TP": 2379, + "n_pred": 3318, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8723054980565309, + "FN": 104019, + "FP": 231632, + "IoU": 0.7735299733688505, + "TN": 108126719, + "TP": 1146448, + "n_pred": 1378080, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7775600579440984, + "FN": 388257, + "FP": 75018, + "IoU": 0.6360721956093782, + "TN": 108335832, + "TP": 809711, + "n_pred": 884729, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8999770378874856, + "FN": 11030, + "FP": 6394, + "IoU": 0.8181438650690936, + "TN": 109513006, + "TP": 78388, + "n_pred": 84782, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6123205187586845, + "FN": 27439, + "FP": 7715, + "IoU": 0.44125500667556744, + "TN": 109545902, + "TP": 27762, + "n_pred": 35477, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.836120596561889, + "FN": 15804, + "FP": 1041, + "IoU": 0.7183910928331411, + "TN": 67007535, + "TP": 42972, + "n_pred": 44013, + "n_ref": 58776 + }, + "10": { + "Dice": 0.08580196057360509, + "FN": 75203, + "FP": 1362, + "IoU": 0.04482397265400833, + "TN": 66987194, + "TP": 3593, + "n_pred": 4955, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0515756459401603, + "FN": 37175, + "FP": 927, + "IoU": 0.026470437937554294, + "TN": 67028214, + "TP": 1036, + "n_pred": 1963, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6679819498373386, + "FN": 27737, + "FP": 19720, + "IoU": 0.5014811546703642, + "TN": 66972156, + "TP": 47739, + "n_pred": 67459, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16441683239761348, + "FN": 26691, + "FP": 20786, + "IoU": 0.0895719874204188, + "TN": 67015204, + "TP": 4671, + "n_pred": 25457, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8429462154711466, + "FN": 32137, + "FP": 10306, + "IoU": 0.7285281174845213, + "TN": 66911008, + "TP": 113901, + "n_pred": 124207, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9037044610734438, + "FN": 18952, + "FP": 11186, + "IoU": 0.8243255846487444, + "TN": 66895796, + "TP": 141418, + "n_pred": 152604, + "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": 0.029195590036749694, + "FN": 8778, + "FP": 732, + "IoU": 0.014814047446389724, + "TN": 67057699, + "TP": 143, + "n_pred": 875, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9081830247170541, + "FN": 152648, + "FP": 34834, + "IoU": 0.8318088519201647, + "TN": 65952656, + "TP": 927214, + "n_pred": 962048, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.13433564993318423, + "FN": 323563, + "FP": 37909, + "IoU": 0.07200418978278338, + "TN": 66677833, + "TP": 28047, + "n_pred": 65956, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8825222908572546, + "FN": 6779, + "FP": 14236, + "IoU": 0.7897448724362182, + "TN": 66967402, + "TP": 78935, + "n_pred": 93171, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8273114377753915, + "FN": 21486, + "FP": 1833, + "IoU": 0.7054826527905831, + "TN": 66988175, + "TP": 55858, + "n_pred": 57691, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35352514590725154, + "FN": 140511, + "FP": 4706, + "IoU": 0.21471639547271026, + "TN": 74334357, + "TP": 39706, + "n_pred": 44412, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6646605149356594, + "FN": 24564, + "FP": 7307, + "IoU": 0.49774646999495714, + "TN": 74455824, + "TP": 31585, + "n_pred": 38892, + "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": 0.29971713737157596, + "FN": 32665, + "FP": 15116, + "IoU": 0.17627486811709134, + "TN": 74461274, + "TP": 10225, + "n_pred": 25341, + "n_ref": 42890 + }, + "14": { + "Dice": 0.13485256052377811, + "FN": 29268, + "FP": 4824, + "IoU": 0.07230128710985333, + "TN": 74482531, + "TP": 2657, + "n_pred": 7481, + "n_ref": 31925 + }, + "15": { + "Dice": 0.07181544633901706, + "FN": 29106, + "FP": 3283, + "IoU": 0.03724511027881815, + "TN": 74485638, + "TP": 1253, + "n_pred": 4536, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8771710263033434, + "FN": 20354, + "FP": 13408, + "IoU": 0.781215168874258, + "TN": 74364964, + "TP": 120554, + "n_pred": 133962, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8628911670011989, + "FN": 27531, + "FP": 13181, + "IoU": 0.7588465958228193, + "TN": 74350458, + "TP": 128110, + "n_pred": 141291, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 4650, + "IoU": 0.0, + "TN": 74501352, + "TP": 0, + "n_pred": 4650, + "n_ref": 13278 + }, + "5": { + "Dice": 0.22713551439993473, + "FN": 8762, + "FP": 711, + "IoU": 0.12811780947998158, + "TN": 74508415, + "TP": 1392, + "n_pred": 2103, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8771025136654631, + "FN": 166134, + "FP": 237350, + "IoU": 0.7811064895412494, + "TN": 72675991, + "TP": 1439805, + "n_pred": 1677155, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.23273221494208574, + "FN": 144245, + "FP": 7051, + "IoU": 0.13169040759403589, + "TN": 74345038, + "TP": 22946, + "n_pred": 29997, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9598775874265678, + "FN": 1962, + "FP": 3256, + "IoU": 0.9228505951060841, + "TN": 74451645, + "TP": 62417, + "n_pred": 65673, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8096169075430608, + "FN": 27428, + "FP": 3344, + "IoU": 0.680131390199788, + "TN": 74423078, + "TP": 65430, + "n_pred": 68774, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8316650673209145, + "FN": 72755, + "FP": 12324, + "IoU": 0.7118378848896009, + "TN": 65755933, + "TP": 210168, + "n_pred": 222492, + "n_ref": 282923 + }, + "10": { + "Dice": 0.31989753635199275, + "FN": 64426, + "FP": 16817, + "IoU": 0.1904035874439462, + "TN": 65950830, + "TP": 19107, + "n_pred": 35924, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.48485434746559064, + "FN": 30083, + "FP": 7195, + "IoU": 0.32000510753178524, + "TN": 65996359, + "TP": 17543, + "n_pred": 24738, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7665291394939592, + "FN": 6834, + "FP": 24742, + "IoU": 0.6214408171584084, + "TN": 65967769, + "TP": 51835, + "n_pred": 76577, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7979742375867004, + "FN": 6476, + "FP": 2699, + "IoU": 0.6638578494229712, + "TN": 66023885, + "TP": 18120, + "n_pred": 20819, + "n_ref": 24596 + }, + "2": { + "Dice": 0.531797474290691, + "FN": 80446, + "FP": 31372, + "IoU": 0.3622098892887903, + "TN": 65875859, + "TP": 63503, + "n_pred": 94875, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5490874605906071, + "FN": 69398, + "FP": 74196, + "IoU": 0.37844283902468584, + "TN": 65820157, + "TP": 87429, + "n_pred": 161625, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7021227551811572, + "FN": 12775, + "FP": 1440, + "IoU": 0.5409777835184707, + "TN": 66020212, + "TP": 16753, + "n_pred": 18193, + "n_ref": 29528 + }, + "5": { + "Dice": 0.810125081510463, + "FN": 3146, + "FP": 57, + "IoU": 0.6808489438023116, + "TN": 66041144, + "TP": 6833, + "n_pred": 6890, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8970835581805628, + "FN": 41831, + "FP": 183404, + "IoU": 0.8133740002104602, + "TN": 64844301, + "TP": 981644, + "n_pred": 1165048, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7365174673884969, + "FN": 400512, + "FP": 11620, + "IoU": 0.5829265133299331, + "TN": 65063028, + "TP": 576020, + "n_pred": 587640, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8996122586424475, + "FN": 12506, + "FP": 2847, + "IoU": 0.8175411492067265, + "TN": 65967035, + "TP": 68792, + "n_pred": 71639, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8054205637258807, + "FN": 19536, + "FP": 4888, + "IoU": 0.6742293892467955, + "TN": 65976207, + "TP": 50549, + "n_pred": 55437, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724692296495172, + "FN": 3329, + "FP": 5182, + "IoU": 0.9464137305764727, + "TN": 113313712, + "TP": 150317, + "n_pred": 155499, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7294863333133329, + "FN": 13698, + "FP": 35895, + "IoU": 0.5741664591580014, + "TN": 113356079, + "TP": 66868, + "n_pred": 102763, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.3019543159894037, + "FN": 61773, + "FP": 8056, + "IoU": 0.1778246126312815, + "TN": 113387608, + "TP": 15103, + "n_pred": 23159, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9227800244217057, + "FN": 35750, + "FP": 2383, + "IoU": 0.8566309995563542, + "TN": 113206562, + "TP": 227845, + "n_pred": 230228, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3759080826692643, + "FN": 5868, + "FP": 47309, + "IoU": 0.23145739391837206, + "TN": 113403348, + "TP": 16015, + "n_pred": 63324, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8386416631674871, + "FN": 33218, + "FP": 2904, + "IoU": 0.7221213613145424, + "TN": 113342548, + "TP": 93870, + "n_pred": 96774, + "n_ref": 127088 + }, + "3": { + "Dice": 0.871105510046909, + "FN": 8322, + "FP": 24816, + "IoU": 0.7716447531629869, + "TN": 113327424, + "TP": 111978, + "n_pred": 136794, + "n_ref": 120300 + }, + "4": { + "Dice": 0.26957684199701787, + "FN": 25849, + "FP": 2563, + "IoU": 0.1557866587431288, + "TN": 113438885, + "TP": 5243, + "n_pred": 7806, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5643039246701528, + "FN": 17664, + "FP": 5749, + "IoU": 0.39305249513933893, + "TN": 113433965, + "TP": 15162, + "n_pred": 20911, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9466667189025587, + "FN": 56251, + "FP": 66270, + "IoU": 0.898734271375391, + "TN": 112262644, + "TP": 1087375, + "n_pred": 1153645, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6466762603655676, + "FN": 55350, + "FP": 122410, + "IoU": 0.47784298865565716, + "TN": 113132106, + "TP": 162674, + "n_pred": 285084, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9499498070672585, + "FN": 11593, + "FP": 9796, + "IoU": 0.9046708561750679, + "TN": 113248170, + "TP": 202981, + "n_pred": 212777, + "n_ref": 214574 + }, + "9": { + "Dice": 0.773337161662231, + "FN": 36211, + "FP": 4839, + "IoU": 0.6304398710815823, + "TN": 113361462, + "TP": 70028, + "n_pred": 74867, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7547629485604902, + "FN": 14420, + "FP": 58861, + "IoU": 0.6061198931464291, + "TN": 75010679, + "TP": 112768, + "n_pred": 171629, + "n_ref": 127188 + }, + "10": { + "Dice": 0.46364701177008344, + "FN": 67596, + "FP": 7502, + "IoU": 0.30178417025391185, + "TN": 75089171, + "TP": 32459, + "n_pred": 39961, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.15122219842750942, + "FN": 50317, + "FP": 5171, + "IoU": 0.08179576707319092, + "TN": 75136297, + "TP": 4943, + "n_pred": 10114, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9289758356720785, + "FN": 9093, + "FP": 9862, + "IoU": 0.8673714997411103, + "TN": 75053810, + "TP": 123963, + "n_pred": 133825, + "n_ref": 133056 + }, + "15": { + "Dice": 0.2885283402524782, + "FN": 60190, + "FP": 6990, + "IoU": 0.16858493601643523, + "TN": 75115926, + "TP": 13622, + "n_pred": 20612, + "n_ref": 73812 + }, + "2": { + "Dice": 0.5912759380263962, + "FN": 82427, + "FP": 5895, + "IoU": 0.4197244541972445, + "TN": 75044521, + "TP": 63885, + "n_pred": 69780, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7054087812660725, + "FN": 13105, + "FP": 99159, + "IoU": 0.5448892059965785, + "TN": 74950054, + "TP": 134410, + "n_pred": 233569, + "n_ref": 147515 + }, + "4": { + "Dice": 0.771280568606192, + "FN": 8957, + "FP": 536, + "IoU": 0.6277108906231617, + "TN": 75171229, + "TP": 16006, + "n_pred": 16542, + "n_ref": 24963 + }, + "5": { + "Dice": 0.185778196373911, + "FN": 6912, + "FP": 4, + "IoU": 0.10240103828682674, + "TN": 75189023, + "TP": 789, + "n_pred": 793, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9078195242936532, + "FN": 45717, + "FP": 200177, + "IoU": 0.8311991877592741, + "TN": 73740017, + "TP": 1210817, + "n_pred": 1410994, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6885059545290508, + "FN": 37343, + "FP": 66235, + "IoU": 0.5249783305587277, + "TN": 74978679, + "TP": 114471, + "n_pred": 180706, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8475294604093446, + "FN": 19147, + "FP": 4453, + "IoU": 0.7354022782312315, + "TN": 75107536, + "TP": 65592, + "n_pred": 70045, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8241987538176069, + "FN": 20156, + "FP": 4193, + "IoU": 0.7009677498587674, + "TN": 75115302, + "TP": 57077, + "n_pred": 61270, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9034317240280434, + "FN": 34411, + "FP": 4377, + "IoU": 0.8238718407454161, + "TN": 86707646, + "TP": 181438, + "n_pred": 185815, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7016291361957859, + "FN": 20377, + "FP": 20831, + "IoU": 0.5403919294214747, + "TN": 86838213, + "TP": 48451, + "n_pred": 69282, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.33777665995975853, + "FN": 39245, + "FP": 23947, + "IoU": 0.20320774701165079, + "TN": 86848564, + "TP": 16116, + "n_pred": 40063, + "n_ref": 55361 + }, + "14": { + "Dice": 0.822848079086667, + "FN": 16357, + "FP": 12458, + "IoU": 0.6990160441213337, + "TN": 86832136, + "TP": 66921, + "n_pred": 79379, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4872150201162271, + "FN": 108158, + "FP": 6552, + "IoU": 0.3220649507993263, + "TN": 86758667, + "TP": 54495, + "n_pred": 61047, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7748785534023994, + "FN": 21973, + "FP": 37437, + "IoU": 0.6324912159152769, + "TN": 86766216, + "TP": 102246, + "n_pred": 139683, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7479084028240859, + "FN": 61558, + "FP": 11782, + "IoU": 0.5973272279048827, + "TN": 86745739, + "TP": 108793, + "n_pred": 120575, + "n_ref": 170351 + }, + "4": { + "Dice": 0.19325076884714487, + "FN": 14197, + "FP": 5215, + "IoU": 0.10696048212724847, + "TN": 86906135, + "TP": 2325, + "n_pred": 7540, + "n_ref": 16522 + }, + "5": { + "Dice": 0.5617182564750474, + "FN": 3250, + "FP": 219, + "IoU": 0.390548137737175, + "TN": 86922180, + "TP": 2223, + "n_pred": 2442, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9064900084876746, + "FN": 34755, + "FP": 200351, + "IoU": 0.8289727716470134, + "TN": 85553202, + "TP": 1139564, + "n_pred": 1339915, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8003838943852922, + "FN": 309752, + "FP": 46120, + "IoU": 0.6672000239402914, + "TN": 85858545, + "TP": 713455, + "n_pred": 759575, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.834577949740886, + "FN": 12758, + "FP": 3745, + "IoU": 0.7161164914936439, + "TN": 86869739, + "TP": 41630, + "n_pred": 45375, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7150863190769498, + "FN": 9546, + "FP": 23296, + "IoU": 0.55652479204926, + "TN": 86853816, + "TP": 41214, + "n_pred": 64510, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7097525978595648, + "FN": 10804, + "FP": 52712, + "IoU": 0.550090313440765, + "TN": 37608425, + "TP": 77659, + "n_pred": 130371, + "n_ref": 88463 + }, + "10": { + "Dice": 0.3392591145515372, + "FN": 45351, + "FP": 8765, + "IoU": 0.2042817862341749, + "TN": 37681591, + "TP": 13893, + "n_pred": 22658, + "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": 0.29894635483213894, + "FN": 36813, + "FP": 1046, + "IoU": 0.17574187368008534, + "TN": 37703669, + "TP": 8072, + "n_pred": 9118, + "n_ref": 44885 + }, + "14": { + "Dice": 0.34301098464180424, + "FN": 19179, + "FP": 291473, + "IoU": 0.20700860504356128, + "TN": 37357853, + "TP": 81095, + "n_pred": 372568, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18899, + "IoU": 0.0, + "TN": 37730701, + "TP": 0, + "n_pred": 18899, + "n_ref": 0 + }, + "2": { + "Dice": 0.13239835306227482, + "FN": 93029, + "FP": 1373, + "IoU": 0.070892180502928, + "TN": 37647995, + "TP": 7203, + "n_pred": 8576, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6249792595378472, + "FN": 32199, + "FP": 35607, + "IoU": 0.4545235145527971, + "TN": 37625294, + "TP": 56500, + "n_pred": 92107, + "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": 0.4145914248724393, + "FN": 7327, + "FP": 360, + "IoU": 0.2615044672879239, + "TN": 37739191, + "TP": 2722, + "n_pred": 3082, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8816367374792573, + "FN": 146941, + "FP": 12977, + "IoU": 0.7883276990806064, + "TN": 36994102, + "TP": 595580, + "n_pred": 608557, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8145296455416413, + "FN": 67064, + "FP": 59641, + "IoU": 0.687094065640975, + "TN": 37344670, + "TP": 278225, + "n_pred": 337866, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8892820286009141, + "FN": 8718, + "FP": 8555, + "IoU": 0.8006371117600213, + "TN": 37662959, + "TP": 69368, + "n_pred": 77923, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7995594045898724, + "FN": 15210, + "FP": 4625, + "IoU": 0.6660549531955013, + "TN": 37690204, + "TP": 39561, + "n_pred": 44186, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8293146689708274, + "FN": 30542, + "FP": 38399, + "IoU": 0.7084010083578656, + "TN": 75670264, + "TP": 167483, + "n_pred": 205882, + "n_ref": 198025 + }, + "10": { + "Dice": 0.46488467901514907, + "FN": 71118, + "FP": 27858, + "IoU": 0.30283371721995644, + "TN": 75764719, + "TP": 42993, + "n_pred": 70851, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5418474270840286, + "FN": 25264, + "FP": 2194, + "IoU": 0.37159858107334937, + "TN": 75862993, + "TP": 16237, + "n_pred": 18431, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8723905658546055, + "FN": 11327, + "FP": 21542, + "IoU": 0.7736637699522111, + "TN": 75761466, + "TP": 112353, + "n_pred": 133895, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5340913039550221, + "FN": 110417, + "FP": 23665, + "IoU": 0.36434145277669794, + "TN": 75695754, + "TP": 76852, + "n_pred": 100517, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5215819784713783, + "FN": 116954, + "FP": 22025, + "IoU": 0.3527973623671637, + "TN": 75691950, + "TP": 75759, + "n_pred": 97784, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6908307675595673, + "FN": 47729, + "FP": 134423, + "IoU": 0.527686375787937, + "TN": 75521029, + "TP": 203507, + "n_pred": 337930, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6902387685242277, + "FN": 13945, + "FP": 624, + "IoU": 0.5269958767572481, + "TN": 75875887, + "TP": 16232, + "n_pred": 16856, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7666488819905903, + "FN": 1726, + "FP": 3085, + "IoU": 0.6215982381626554, + "TN": 75893974, + "TP": 7903, + "n_pred": 10988, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9477893582778711, + "FN": 88628, + "FP": 89668, + "IoU": 0.9007600956464821, + "TN": 74110072, + "TP": 1618320, + "n_pred": 1707988, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7474866314529538, + "FN": 90756, + "FP": 32870, + "IoU": 0.5967893439094075, + "TN": 75600084, + "TP": 182978, + "n_pred": 215848, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8571901823796312, + "FN": 19296, + "FP": 4845, + "IoU": 0.7500724697697532, + "TN": 75810096, + "TP": 72451, + "n_pred": 77296, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7912317880794701, + "FN": 18008, + "FP": 13516, + "IoU": 0.6545769323486227, + "TN": 75815426, + "TP": 59738, + "n_pred": 73254, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9088349971906445, + "FN": 14981, + "FP": 1082, + "IoU": 0.8329033600332882, + "TN": 61291620, + "TP": 80067, + "n_pred": 81149, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7785744728859026, + "FN": 15943, + "FP": 19385, + "IoU": 0.637430981752499, + "TN": 61290312, + "TP": 62110, + "n_pred": 81495, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.22894969852848168, + "FN": 34025, + "FP": 2549, + "IoU": 0.12927340253309208, + "TN": 61345746, + "TP": 5430, + "n_pred": 7979, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8393891304795862, + "FN": 5368, + "FP": 18011, + "IoU": 0.7232304577902475, + "TN": 61303279, + "TP": 61092, + "n_pred": 79103, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6867730713528525, + "FN": 19732, + "FP": 1247, + "IoU": 0.5229660284687798, + "TN": 61343772, + "TP": 22999, + "n_pred": 24246, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9154841517945471, + "FN": 17488, + "FP": 3870, + "IoU": 0.8441408701490141, + "TN": 61250716, + "TP": 115676, + "n_pred": 119546, + "n_ref": 133164 + }, + "3": { + "Dice": 0.930641445828261, + "FN": 9391, + "FP": 9126, + "IoU": 0.8702800779006067, + "TN": 61245004, + "TP": 124229, + "n_pred": 133355, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5501277139208174, + "FN": 10361, + "FP": 3729, + "IoU": 0.3794318432063422, + "TN": 61365045, + "TP": 8615, + "n_pred": 12344, + "n_ref": 18976 + }, + "5": { + "Dice": 0.09299319727891156, + "FN": 26328, + "FP": 338, + "IoU": 0.048763956765240965, + "TN": 61359717, + "TP": 1367, + "n_pred": 1705, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9465495555697034, + "FN": 50599, + "FP": 56024, + "IoU": 0.8985230967191771, + "TN": 60337038, + "TP": 944089, + "n_pred": 1000113, + "n_ref": 994688 + }, + "7": { + "Dice": 0.627288302460593, + "FN": 90615, + "FP": 15764, + "IoU": 0.4569701734056835, + "TN": 61191851, + "TP": 89520, + "n_pred": 105284, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9270528863024619, + "FN": 17794, + "FP": 18169, + "IoU": 0.8640247729524126, + "TN": 61123268, + "TP": 228519, + "n_pred": 246688, + "n_ref": 246313 + }, + "9": { + "Dice": 0.801500189244056, + "FN": 21482, + "FP": 7363, + "IoU": 0.668752870923289, + "TN": 61300670, + "TP": 58235, + "n_pred": 65598, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.960571844837006, + "FN": 6181, + "FP": 8541, + "IoU": 0.9241349102058695, + "TN": 39554745, + "TP": 179333, + "n_pred": 187874, + "n_ref": 185514 + }, + "10": { + "Dice": 0.42713136388208733, + "FN": 24968, + "FP": 47092, + "IoU": 0.2715620071974445, + "TN": 39649876, + "TP": 26864, + "n_pred": 73956, + "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": 0.46273640895782225, + "FN": 29192, + "FP": 4755, + "IoU": 0.30101305440019765, + "TN": 39700234, + "TP": 14619, + "n_pred": 19374, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2231359791802212, + "FN": 24759, + "FP": 34943, + "IoU": 0.12557853418477943, + "TN": 39680524, + "TP": 8574, + "n_pred": 43517, + "n_ref": 33333 + }, + "15": { + "Dice": 0.47581760067243994, + "FN": 30205, + "FP": 17190, + "IoU": 0.31217891039967494, + "TN": 39679894, + "TP": 21511, + "n_pred": 38701, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6622926632986096, + "FN": 58593, + "FP": 1835, + "IoU": 0.49509533597366356, + "TN": 39629118, + "TP": 59254, + "n_pred": 61089, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8123767897701534, + "FN": 4261, + "FP": 55794, + "IoU": 0.6840357975261615, + "TN": 39558731, + "TP": 130014, + "n_pred": 185808, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6586050165535043, + "FN": 12036, + "FP": 132, + "IoU": 0.49098514955030326, + "TN": 39724895, + "TP": 11737, + "n_pred": 11869, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7362460914391955, + "FN": 2168, + "FP": 953, + "IoU": 0.5825865989033034, + "TN": 39741323, + "TP": 4356, + "n_pred": 5309, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9597291088512603, + "FN": 48348, + "FP": 25471, + "IoU": 0.9225761453263971, + "TN": 38795360, + "TP": 879621, + "n_pred": 905092, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8261719882795372, + "FN": 197909, + "FP": 26872, + "IoU": 0.7038271195016286, + "TN": 38989848, + "TP": 534171, + "n_pred": 561043, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9346828452533738, + "FN": 1467, + "FP": 5251, + "IoU": 0.8773751939399471, + "TN": 39694015, + "TP": 48067, + "n_pred": 53318, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8294513516596327, + "FN": 5270, + "FP": 9682, + "IoU": 0.7086004950205609, + "TN": 39697489, + "TP": 36359, + "n_pred": 46041, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7830551239399711, + "FN": 16575, + "FP": 27964, + "IoU": 0.64345981428114, + "TN": 101271688, + "TP": 80381, + "n_pred": 108345, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4434332042556212, + "FN": 54278, + "FP": 16293, + "IoU": 0.2848790077418832, + "TN": 101297924, + "TP": 28113, + "n_pred": 44406, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.3861914416817842, + "FN": 35469, + "FP": 10547, + "IoU": 0.23930437082589434, + "TN": 101336116, + "TP": 14476, + "n_pred": 25023, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9368557906072499, + "FN": 20272, + "FP": 661, + "IoU": 0.8812123344417837, + "TN": 101220386, + "TP": 155289, + "n_pred": 155950, + "n_ref": 175561 + }, + "15": { + "Dice": 0.28804347826086957, + "FN": 22316, + "FP": 216, + "IoU": 0.16825396825396827, + "TN": 101369518, + "TP": 4558, + "n_pred": 4774, + "n_ref": 26874 + }, + "2": { + "Dice": 0.388201594522929, + "FN": 137965, + "FP": 9, + "IoU": 0.24084996808768183, + "TN": 101214860, + "TP": 43774, + "n_pred": 43783, + "n_ref": 181739 + }, + "3": { + "Dice": 0.506495627910698, + "FN": 91209, + "FP": 56828, + "IoU": 0.33913233692255496, + "TN": 101172604, + "TP": 75967, + "n_pred": 132795, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6720293688927279, + "FN": 3922, + "FP": 2153, + "IoU": 0.5060574030408976, + "TN": 101384309, + "TP": 6224, + "n_pred": 8377, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5759927433985084, + "FN": 21371, + "FP": 3871, + "IoU": 0.40448722485667776, + "TN": 101354221, + "TP": 17145, + "n_pred": 21016, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9152764746714265, + "FN": 90673, + "FP": 231430, + "IoU": 0.8437877978115946, + "TN": 99334650, + "TP": 1739855, + "n_pred": 1971285, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.692896908065864, + "FN": 166666, + "FP": 94258, + "IoU": 0.5301011927380389, + "TN": 100841331, + "TP": 294353, + "n_pred": 388611, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9115601232309618, + "FN": 28478, + "FP": 15616, + "IoU": 0.8374923986953398, + "TN": 101125273, + "TP": 227241, + "n_pred": 242857, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8876633226754186, + "FN": 7913, + "FP": 12008, + "IoU": 0.7980167702556095, + "TN": 101297981, + "TP": 78706, + "n_pred": 90714, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4040718078753468, + "FN": 162018, + "FP": 143, + "IoU": 0.25318921607457007, + "TN": 73666366, + "TP": 54977, + "n_pred": 55120, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 40180, + "IoU": 0.0, + "TN": 73767483, + "TP": 0, + "n_pred": 40180, + "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": 0.004636483617375337, + "FN": 61037, + "FP": 25694, + "IoU": 0.002323628541520481, + "TN": 73796571, + "TP": 202, + "n_pred": 25896, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7417318391830581, + "FN": 20953, + "FP": 34890, + "IoU": 0.5894862973418019, + "TN": 73747472, + "TP": 80189, + "n_pred": 115079, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7616341550786465, + "FN": 81850, + "FP": 5984, + "IoU": 0.6150316226841808, + "TN": 73655345, + "TP": 140325, + "n_pred": 146309, + "n_ref": 222175 + }, + "2": { + "Dice": 0.3562545867929144, + "FN": 129157, + "FP": 94522, + "IoU": 0.21673343324975838, + "TN": 73597932, + "TP": 61893, + "n_pred": 156415, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5858875452798877, + "FN": 89031, + "FP": 50211, + "IoU": 0.4143146772551758, + "TN": 73645762, + "TP": 98500, + "n_pred": 148711, + "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": 0.20891364902506965, + "FN": 13253, + "FP": 947, + "IoU": 0.1166407465007776, + "TN": 73867429, + "TP": 1875, + "n_pred": 2822, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6098413620087694, + "FN": 472520, + "FP": 1099792, + "IoU": 0.43868472657910884, + "TN": 71082383, + "TP": 1228809, + "n_pred": 2328601, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.34036686942403066, + "FN": 122602, + "FP": 71187, + "IoU": 0.20508560786919675, + "TN": 73639718, + "TP": 49997, + "n_pred": 121184, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5476902279876258, + "FN": 47845, + "FP": 4352, + "IoU": 0.37711667203665916, + "TN": 73799705, + "TP": 31602, + "n_pred": 35954, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6701708278580815, + "FN": 16231, + "FP": 56559, + "IoU": 0.5039525691699605, + "TN": 73736764, + "TP": 73950, + "n_pred": 130509, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8653759293562384, + "FN": 16824, + "FP": 36230, + "IoU": 0.7626983701000125, + "TN": 69272204, + "TP": 170518, + "n_pred": 206748, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5098336224377611, + "FN": 36171, + "FP": 24018, + "IoU": 0.34213201298488377, + "TN": 69404285, + "TP": 31302, + "n_pred": 55320, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5500713525267855, + "FN": 41392, + "FP": 18197, + "IoU": 0.3793782221527886, + "TN": 69399761, + "TP": 36426, + "n_pred": 54623, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8682310801219463, + "FN": 32989, + "FP": 2842, + "IoU": 0.7671451873899283, + "TN": 69341899, + "TP": 118046, + "n_pred": 120888, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7507636922632226, + "FN": 36855, + "FP": 1084, + "IoU": 0.6009781236853177, + "TN": 69400696, + "TP": 57141, + "n_pred": 58225, + "n_ref": 93996 + }, + "2": { + "Dice": 0.46216941588010013, + "FN": 104172, + "FP": 2838, + "IoU": 0.3005333751666797, + "TN": 69342788, + "TP": 45978, + "n_pred": 48816, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7207433041277632, + "FN": 22196, + "FP": 94330, + "IoU": 0.56340788088378, + "TN": 69228877, + "TP": 150373, + "n_pred": 244703, + "n_ref": 172569 + }, + "4": { + "Dice": 0.3053390419731401, + "FN": 28775, + "FP": 9191, + "IoU": 0.18017706758799396, + "TN": 69449466, + "TP": 8344, + "n_pred": 17535, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7559768239860494, + "FN": 5654, + "FP": 3022, + "IoU": 0.6076870902102646, + "TN": 69473661, + "TP": 13439, + "n_pred": 16461, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9492877014623672, + "FN": 92475, + "FP": 52532, + "IoU": 0.9034706291946644, + "TN": 67993570, + "TP": 1357199, + "n_pred": 1409731, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8489701220491156, + "FN": 43308, + "FP": 52644, + "IoU": 0.7375743569406649, + "TN": 69130141, + "TP": 269683, + "n_pred": 322327, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8342608705981576, + "FN": 18454, + "FP": 9451, + "IoU": 0.71564971060569, + "TN": 69397640, + "TP": 70231, + "n_pred": 79682, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8131907814132243, + "FN": 17315, + "FP": 11655, + "IoU": 0.6851908197861427, + "TN": 69403752, + "TP": 63054, + "n_pred": 74709, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9056828168583547, + "FN": 12790, + "FP": 26704, + "IoU": 0.8276236824302207, + "TN": 50604437, + "TP": 189621, + "n_pred": 216325, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6820991173854539, + "FN": 30978, + "FP": 10839, + "IoU": 0.5175648080850033, + "TN": 50746873, + "TP": 44862, + "n_pred": 55701, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6325173466555648, + "FN": 19776, + "FP": 13325, + "IoU": 0.46254140416964346, + "TN": 50771964, + "TP": 28487, + "n_pred": 41812, + "n_ref": 48263 + }, + "14": { + "Dice": 0.36579254157342517, + "FN": 37088, + "FP": 10241, + "IoU": 0.22383482567483354, + "TN": 50772574, + "TP": 13649, + "n_pred": 23890, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6509826604131826, + "FN": 8870, + "FP": 18887, + "IoU": 0.4825606323285424, + "TN": 50779909, + "TP": 25886, + "n_pred": 44773, + "n_ref": 34756 + }, + "2": { + "Dice": 0.3558814783921655, + "FN": 165991, + "FP": 808, + "IoU": 0.21645731357866949, + "TN": 50620674, + "TP": 46079, + "n_pred": 46887, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6896167183243441, + "FN": 8340, + "FP": 167007, + "IoU": 0.526270998697797, + "TN": 50463410, + "TP": 194795, + "n_pred": 361802, + "n_ref": 203135 + }, + "4": { + "Dice": 0.706363042057093, + "FN": 4999, + "FP": 5781, + "IoU": 0.5460288048513434, + "TN": 50809806, + "TP": 12966, + "n_pred": 18747, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7976331360946746, + "FN": 4082, + "FP": 364, + "IoU": 0.6633858267716536, + "TN": 50820344, + "TP": 8762, + "n_pred": 9126, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9170584161294184, + "FN": 51296, + "FP": 336718, + "IoU": 0.8468216843716777, + "TN": 48300465, + "TP": 2145073, + "n_pred": 2481791, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6305270145748908, + "FN": 69270, + "FP": 117179, + "IoU": 0.4604158105237569, + "TN": 50488010, + "TP": 159093, + "n_pred": 276272, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9275752007927142, + "FN": 9782, + "FP": 4763, + "IoU": 0.8649326288224205, + "TN": 50725865, + "TP": 93142, + "n_pred": 97905, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8602010689501315, + "FN": 24507, + "FP": 4945, + "IoU": 0.7546954515546005, + "TN": 50713489, + "TP": 90611, + "n_pred": 95556, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8320567107239005, + "FN": 58191, + "FP": 3880, + "IoU": 0.7124119110608665, + "TN": 76669027, + "TP": 153762, + "n_pred": 157642, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6251091951840176, + "FN": 32042, + "FP": 7440, + "IoU": 0.45466097598033123, + "TN": 76812461, + "TP": 32917, + "n_pred": 40357, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.44467809562887073, + "FN": 25443, + "FP": 17866, + "IoU": 0.2859074345825982, + "TN": 76824211, + "TP": 17340, + "n_pred": 35206, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8506430955828451, + "FN": 11305, + "FP": 13348, + "IoU": 0.7401035242522955, + "TN": 76790003, + "TP": 70204, + "n_pred": 83552, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5047113525079209, + "FN": 21616, + "FP": 14495, + "IoU": 0.3375343973582829, + "TN": 76830350, + "TP": 18399, + "n_pred": 32894, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8181391483333118, + "FN": 8900, + "FP": 33333, + "IoU": 0.6922465933105006, + "TN": 76747630, + "TP": 94997, + "n_pred": 128330, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7542220015461293, + "FN": 37409, + "FP": 1696, + "IoU": 0.6054224769438783, + "TN": 76785754, + "TP": 60001, + "n_pred": 61697, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6232951176121764, + "FN": 12269, + "FP": 2977, + "IoU": 0.45274417602929035, + "TN": 76857001, + "TP": 12613, + "n_pred": 15590, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6492500412065271, + "FN": 7877, + "FP": 635, + "IoU": 0.4806589383770592, + "TN": 76868470, + "TP": 7878, + "n_pred": 8513, + "n_ref": 15755 + }, + "6": { + "Dice": 0.922591827548054, + "FN": 34539, + "FP": 149461, + "IoU": 0.8563066915006189, + "TN": 75604355, + "TP": 1096505, + "n_pred": 1245966, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.635759943983918, + "FN": 48568, + "FP": 80440, + "IoU": 0.46601764929882944, + "TN": 76643264, + "TP": 112588, + "n_pred": 193028, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9353411739775376, + "FN": 6684, + "FP": 3080, + "IoU": 0.8785360634936432, + "TN": 76804474, + "TP": 70622, + "n_pred": 73702, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8708216544968728, + "FN": 18601, + "FP": 3106, + "IoU": 0.771199392872577, + "TN": 76789987, + "TP": 73166, + "n_pred": 76272, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5711781224040485, + "FN": 68535, + "FP": 15608, + "IoU": 0.399754602977579, + "TN": 130859751, + "TP": 56038, + "n_pred": 71646, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5545510090232089, + "FN": 26250, + "FP": 24055, + "IoU": 0.3836531157342743, + "TN": 130918314, + "TP": 31313, + "n_pred": 55368, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.22916627235733888, + "FN": 66309, + "FP": 15145, + "IoU": 0.12941151322117952, + "TN": 130906370, + "TP": 12108, + "n_pred": 27253, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0058538929019968135, + "FN": 943347, + "FP": 209, + "IoU": 0.0029355386153303168, + "TN": 130053598, + "TP": 2778, + "n_pred": 2987, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1624881280681077, + "FN": 18210, + "FP": 54981, + "IoU": 0.08842834190631578, + "TN": 130919641, + "TP": 7100, + "n_pred": 62081, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6822115822036211, + "FN": 98884, + "FP": 12886, + "IoU": 0.5176943225411127, + "TN": 130768191, + "TP": 119971, + "n_pred": 132857, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7563968150519963, + "FN": 69489, + "FP": 68063, + "IoU": 0.608230040102078, + "TN": 130648828, + "TP": 213552, + "n_pred": 281615, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2096, + "IoU": 0.0, + "TN": 130995556, + "TP": 0, + "n_pred": 2096, + "n_ref": 2280 + }, + "5": { + "Dice": 0.3822256420121189, + "FN": 17758, + "FP": 1511, + "IoU": 0.23626634958382878, + "TN": 130974702, + "TP": 5961, + "n_pred": 7472, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8072751381477108, + "FN": 109266, + "FP": 541880, + "IoU": 0.6768326576961101, + "TN": 128985044, + "TP": 1363742, + "n_pred": 1905622, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.10219626240177385, + "FN": 184156, + "FP": 165684, + "IoU": 0.053849752941844645, + "TN": 130630181, + "TP": 19911, + "n_pred": 185595, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7393705405141238, + "FN": 50378, + "FP": 2952, + "IoU": 0.586509013374685, + "TN": 130870957, + "TP": 75645, + "n_pred": 78597, + "n_ref": 126023 + }, + "9": { + "Dice": 0.4905914380590541, + "FN": 24421, + "FP": 43691, + "IoU": 0.32502229709642255, + "TN": 130899022, + "TP": 32798, + "n_pred": 76489, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8119908363382337, + "FN": 17897, + "FP": 404, + "IoU": 0.6834886978779336, + "TN": 74368877, + "TP": 39520, + "n_pred": 39924, + "n_ref": 57417 + }, + "10": { + "Dice": 0.2206093511621646, + "FN": 68942, + "FP": 536, + "IoU": 0.12398028016290301, + "TN": 74347387, + "TP": 9833, + "n_pred": 10369, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.34848494439204714, + "FN": 75800, + "FP": 27127, + "IoU": 0.21100924463795667, + "TN": 74296244, + "TP": 27527, + "n_pred": 54654, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8592187791094827, + "FN": 25617, + "FP": 21990, + "IoU": 0.7531845400108873, + "TN": 74233813, + "TP": 145278, + "n_pred": 167268, + "n_ref": 170895 + }, + "15": { + "Dice": 0.36069899566493446, + "FN": 15520, + "FP": 8223, + "IoU": 0.22003219342334351, + "TN": 74396257, + "TP": 6698, + "n_pred": 14921, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6922197104257495, + "FN": 15867, + "FP": 75625, + "IoU": 0.5293088724032555, + "TN": 74232320, + "TP": 102886, + "n_pred": 178511, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5654907935173754, + "FN": 77371, + "FP": 5340, + "IoU": 0.39420506397720695, + "TN": 74290165, + "TP": 53822, + "n_pred": 59162, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6823419956441756, + "FN": 14325, + "FP": 698, + "IoU": 0.5178445343090057, + "TN": 74395540, + "TP": 16135, + "n_pred": 16833, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.934006675994011, + "FN": 31075, + "FP": 89959, + "IoU": 0.8761843577819288, + "TN": 73449164, + "TP": 856500, + "n_pred": 946459, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5334328696703962, + "FN": 94063, + "FP": 4685, + "IoU": 0.3637289140323973, + "TN": 74271500, + "TP": 56450, + "n_pred": 61135, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7992178711094444, + "FN": 13394, + "FP": 1598, + "IoU": 0.6655810840954718, + "TN": 74381868, + "TP": 29838, + "n_pred": 31436, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6579187695265561, + "FN": 13240, + "FP": 8111, + "IoU": 0.49022276341236304, + "TN": 74384815, + "TP": 20532, + "n_pred": 28643, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952144777326791, + "FN": 5633, + "FP": 7914, + "IoU": 0.9086606209756262, + "TN": 106498373, + "TP": 134768, + "n_pred": 142682, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7392837709840592, + "FN": 25975, + "FP": 25773, + "IoU": 0.5863998209661434, + "TN": 106521572, + "TP": 73368, + "n_pred": 99141, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.4856168725478438, + "FN": 26771, + "FP": 3252, + "IoU": 0.3206697590225139, + "TN": 106602493, + "TP": 14172, + "n_pred": 17424, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9060237332831041, + "FN": 10129, + "FP": 2344, + "IoU": 0.8281932258020083, + "TN": 106574089, + "TP": 60126, + "n_pred": 62470, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2926543557780504, + "FN": 13320, + "FP": 50687, + "IoU": 0.17140896851698426, + "TN": 106569440, + "TP": 13241, + "n_pred": 63928, + "n_ref": 26561 + }, + "2": { + "Dice": 0.44513551313854277, + "FN": 131135, + "FP": 7322, + "IoU": 0.28628572901363436, + "TN": 106452693, + "TP": 55538, + "n_pred": 62860, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6729165515435309, + "FN": 10451, + "FP": 125688, + "IoU": 0.5070642334709248, + "TN": 106370508, + "TP": 140041, + "n_pred": 265729, + "n_ref": 150492 + }, + "4": { + "Dice": 0.3409481699828052, + "FN": 8001, + "FP": 48, + "IoU": 0.20550784720165827, + "TN": 106636557, + "TP": 2082, + "n_pred": 2130, + "n_ref": 10083 + }, + "5": { + "Dice": 0.4326450344149459, + "FN": 3122, + "FP": 340, + "IoU": 0.27603513174404015, + "TN": 106641906, + "TP": 1320, + "n_pred": 1660, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9645749435677612, + "FN": 62655, + "FP": 26218, + "IoU": 0.9315738860824889, + "TN": 105347871, + "TP": 1209944, + "n_pred": 1236162, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9046566294553936, + "FN": 39351, + "FP": 23355, + "IoU": 0.8259114482115293, + "TN": 106286492, + "TP": 297490, + "n_pred": 320845, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8281521247574728, + "FN": 14262, + "FP": 9298, + "IoU": 0.7067061708722877, + "TN": 106566359, + "TP": 56769, + "n_pred": 66067, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8591626903642566, + "FN": 11800, + "FP": 12226, + "IoU": 0.7530983454937827, + "TN": 106549378, + "TP": 73284, + "n_pred": 85510, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8802679319006419, + "FN": 27007, + "FP": 7742, + "IoU": 0.7861415752741775, + "TN": 107964442, + "TP": 127737, + "n_pred": 135479, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7623102389924318, + "FN": 21159, + "FP": 16246, + "IoU": 0.6159138283343772, + "TN": 108029541, + "TP": 59982, + "n_pred": 76228, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6476147579812225, + "FN": 35725, + "FP": 9652, + "IoU": 0.47886854859085376, + "TN": 108039854, + "TP": 41697, + "n_pred": 51349, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7530517578125, + "FN": 9048, + "FP": 11182, + "IoU": 0.6039158100832109, + "TN": 108075853, + "TP": 30845, + "n_pred": 42027, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4857324898739362, + "FN": 5885, + "FP": 39315, + "IoU": 0.32077059477654557, + "TN": 108060382, + "TP": 21346, + "n_pred": 60661, + "n_ref": 27231 + }, + "2": { + "Dice": 0.82938516531634, + "FN": 39814, + "FP": 22140, + "IoU": 0.7085038910688912, + "TN": 107914390, + "TP": 150584, + "n_pred": 172724, + "n_ref": 190398 + }, + "3": { + "Dice": 0.893823039236634, + "FN": 22447, + "FP": 19792, + "IoU": 0.8080289781300561, + "TN": 107906900, + "TP": 177789, + "n_pred": 197581, + "n_ref": 200236 + }, + "4": { + "Dice": 0.775519086045879, + "FN": 11926, + "FP": 453, + "IoU": 0.6333451809726912, + "TN": 108093166, + "TP": 21383, + "n_pred": 21836, + "n_ref": 33309 + }, + "5": { + "Dice": 0.37793156478277584, + "FN": 2894, + "FP": 342, + "IoU": 0.23299360037923678, + "TN": 108122709, + "TP": 983, + "n_pred": 1325, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9465222146718899, + "FN": 80908, + "FP": 77118, + "IoU": 0.8984738243693403, + "TN": 106570423, + "TP": 1398479, + "n_pred": 1475597, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7876338770506243, + "FN": 37306, + "FP": 80832, + "IoU": 0.6496666824824445, + "TN": 107789712, + "TP": 219078, + "n_pred": 299910, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8937665245456494, + "FN": 5648, + "FP": 3272, + "IoU": 0.8079366104687467, + "TN": 108080485, + "TP": 37523, + "n_pred": 40795, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8484953243565588, + "FN": 12650, + "FP": 4880, + "IoU": 0.7368579062715782, + "TN": 108060310, + "TP": 49088, + "n_pred": 53968, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32525351746453646, + "FN": 96348, + "FP": 20427, + "IoU": 0.19421059895114545, + "TN": 62425240, + "TP": 28145, + "n_pred": 48572, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5397886432853665, + "FN": 28218, + "FP": 24519, + "IoU": 0.3696647343572581, + "TN": 62486495, + "TP": 30928, + "n_pred": 55447, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6620895070298104, + "FN": 15479, + "FP": 11295, + "IoU": 0.4948683118255226, + "TN": 62517156, + "TP": 26230, + "n_pred": 37525, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8768027944597183, + "FN": 76817, + "FP": 1198, + "IoU": 0.7806312107391307, + "TN": 62214526, + "TP": 277619, + "n_pred": 278817, + "n_ref": 354436 + }, + "15": { + "Dice": 0.39387001524205534, + "FN": 60459, + "FP": 34584, + "IoU": 0.24522922738498923, + "TN": 62444237, + "TP": 30880, + "n_pred": 65464, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7195277427405027, + "FN": 60909, + "FP": 21809, + "IoU": 0.5619237267041272, + "TN": 62381339, + "TP": 106103, + "n_pred": 127912, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7814626078514121, + "FN": 39992, + "FP": 49595, + "IoU": 0.641311963741627, + "TN": 62320397, + "TP": 160176, + "n_pred": 209771, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8151604609084849, + "FN": 6360, + "FP": 1404, + "IoU": 0.6879922841986819, + "TN": 62545276, + "TP": 17120, + "n_pred": 18524, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5511438338154089, + "FN": 5031, + "FP": 90, + "IoU": 0.38039927404718693, + "TN": 62561895, + "TP": 3144, + "n_pred": 3234, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8719131134068439, + "FN": 74072, + "FP": 332402, + "IoU": 0.7729130829984542, + "TN": 60780211, + "TP": 1383475, + "n_pred": 1715877, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6743496030212381, + "FN": 76599, + "FP": 30412, + "IoU": 0.5086933965079496, + "TN": 62352351, + "TP": 110798, + "n_pred": 141210, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8974478825839021, + "FN": 7724, + "FP": 6537, + "IoU": 0.813973206715279, + "TN": 62493499, + "TP": 62400, + "n_pred": 68937, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7113589592826695, + "FN": 10881, + "FP": 20537, + "IoU": 0.5520225856586771, + "TN": 62500027, + "TP": 38715, + "n_pred": 59252, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6992338666118773, + "FN": 115650, + "FP": 26345, + "IoU": 0.5375554057442852, + "TN": 55074195, + "TP": 165058, + "n_pred": 191403, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7652698625544754, + "FN": 19499, + "FP": 15511, + "IoU": 0.6197871416159861, + "TN": 55289168, + "TP": 57070, + "n_pred": 72581, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5045699399505476, + "FN": 32016, + "FP": 12866, + "IoU": 0.3374079159100639, + "TN": 55313511, + "TP": 22855, + "n_pred": 35721, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8854655902385148, + "FN": 11007, + "FP": 10770, + "IoU": 0.7944712899694213, + "TN": 55275292, + "TP": 84179, + "n_pred": 94949, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7463731430220089, + "FN": 19305, + "FP": 27286, + "IoU": 0.5953710538885753, + "TN": 55266103, + "TP": 68554, + "n_pred": 95840, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6808052308656903, + "FN": 43351, + "FP": 99195, + "IoU": 0.5160763571799581, + "TN": 55086685, + "TP": 152017, + "n_pred": 251212, + "n_ref": 195368 + }, + "3": { + "Dice": 0.48880220026942073, + "FN": 114221, + "FP": 31499, + "IoU": 0.32345348858803646, + "TN": 55165860, + "TP": 69668, + "n_pred": 101167, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "n_ref": 7409 + }, + "5": { + "Dice": 0.763617354939885, + "FN": 1988, + "FP": 273, + "IoU": 0.6176221883984441, + "TN": 55375335, + "TP": 3652, + "n_pred": 3925, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9190376896499778, + "FN": 92596, + "FP": 155163, + "IoU": 0.8502032687452236, + "TN": 53727280, + "TP": 1406209, + "n_pred": 1561372, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6434761509733393, + "FN": 77129, + "FP": 31604, + "IoU": 0.4743566811855533, + "TN": 55174391, + "TP": 98124, + "n_pred": 129728, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9075988697506739, + "FN": 5135, + "FP": 3400, + "IoU": 0.8308293030999763, + "TN": 55330796, + "TP": 41917, + "n_pred": 45317, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8137283960711768, + "FN": 11108, + "FP": 7117, + "IoU": 0.6859545431047852, + "TN": 55323215, + "TP": 39808, + "n_pred": 46925, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8156057006710682, + "FN": 55446, + "FP": 50041, + "IoU": 0.6886268374756479, + "TN": 110807835, + "TP": 233293, + "n_pred": 283334, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6961023882491123, + "FN": 30713, + "FP": 14307, + "IoU": 0.5338627680392624, + "TN": 111050034, + "TP": 51561, + "n_pred": 65868, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.45821355119479135, + "FN": 42431, + "FP": 5250, + "IoU": 0.2971965096397618, + "TN": 111078771, + "TP": 20163, + "n_pred": 25413, + "n_ref": 62594 + }, + "14": { + "Dice": 0.4847125443547646, + "FN": 27934, + "FP": 93, + "IoU": 0.31988157926666505, + "TN": 111105406, + "TP": 13182, + "n_pred": 13275, + "n_ref": 41116 + }, + "15": { + "Dice": 0.31770676270646114, + "FN": 6927, + "FP": 72262, + "IoU": 0.18885337922274803, + "TN": 111048989, + "TP": 18437, + "n_pred": 90699, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6642491510312841, + "FN": 23267, + "FP": 110801, + "IoU": 0.4972852171826254, + "TN": 110879927, + "TP": 132620, + "n_pred": 243421, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5331220966139469, + "FN": 155218, + "FP": 1265, + "IoU": 0.36343999414219813, + "TN": 110900789, + "TP": 89343, + "n_pred": 90608, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5520368946963874, + "FN": 11656, + "FP": 0, + "IoU": 0.3812506635523941, + "TN": 111127777, + "TP": 7182, + "n_pred": 7182, + "n_ref": 18838 + }, + "5": { + "Dice": 0.5220397579948142, + "FN": 2955, + "FP": 363, + "IoU": 0.3532163742690059, + "TN": 111141485, + "TP": 1812, + "n_pred": 2175, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9452786932358657, + "FN": 81301, + "FP": 95018, + "IoU": 0.8962355147028965, + "TN": 109447392, + "TP": 1522904, + "n_pred": 1617922, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.26759961472335364, + "FN": 297297, + "FP": 148291, + "IoU": 0.1544675336011431, + "TN": 110619624, + "TP": 81403, + "n_pred": 229694, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9047606767072416, + "FN": 10383, + "FP": 4389, + "IoU": 0.8260849089924416, + "TN": 111061677, + "TP": 70166, + "n_pred": 74555, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8474802214043528, + "FN": 11988, + "FP": 3801, + "IoU": 0.7353281367865225, + "TN": 111086960, + "TP": 43866, + "n_pred": 47667, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442880863533402, + "FN": 14806, + "FP": 7305, + "IoU": 0.8944562187344866, + "TN": 96911529, + "TP": 187385, + "n_pred": 194690, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5779173515869706, + "FN": 39068, + "FP": 12543, + "IoU": 0.406388019874862, + "TN": 97034081, + "TP": 35333, + "n_pred": 47876, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6905833422203264, + "FN": 18993, + "FP": 10021, + "IoU": 0.5273977065415689, + "TN": 97059633, + "TP": 32378, + "n_pred": 42399, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9142897032075918, + "FN": 15429, + "FP": 6672, + "IoU": 0.8421120310903778, + "TN": 96981046, + "TP": 117878, + "n_pred": 124550, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7034172450299965, + "FN": 20661, + "FP": 19679, + "IoU": 0.5425162739005194, + "TN": 97032847, + "TP": 47838, + "n_pred": 67517, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7075927398944247, + "FN": 69541, + "FP": 11333, + "IoU": 0.5474998181584204, + "TN": 96942298, + "TP": 97853, + "n_pred": 109186, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7867669907222444, + "FN": 42609, + "FP": 53461, + "IoU": 0.6484879530195203, + "TN": 96847720, + "TP": 177235, + "n_pred": 230696, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6338454465346155, + "FN": 8961, + "FP": 596, + "IoU": 0.463963206012676, + "TN": 97103196, + "TP": 8272, + "n_pred": 8868, + "n_ref": 17233 + }, + "5": { + "Dice": 0.23462682437573493, + "FN": 10762, + "FP": 303, + "IoU": 0.13290494475354597, + "TN": 97108264, + "TP": 1696, + "n_pred": 1999, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9310470360607552, + "FN": 68517, + "FP": 156499, + "IoU": 0.8709897137379305, + "TN": 95376854, + "TP": 1519155, + "n_pred": 1675654, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4775049388493827, + "FN": 211470, + "FP": 40846, + "IoU": 0.31363316114044465, + "TN": 96753414, + "TP": 115295, + "n_pred": 156141, + "n_ref": 326765 + }, + "8": { + "Dice": 0.893929539295393, + "FN": 17643, + "FP": 1927, + "IoU": 0.8082030675748517, + "TN": 97018990, + "TP": 82465, + "n_pred": 84392, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8076953311287778, + "FN": 18384, + "FP": 18311, + "IoU": 0.6774236084250501, + "TN": 97007269, + "TP": 77061, + "n_pred": 95372, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8582005016587102, + "FN": 48645, + "FP": 425, + "IoU": 0.7516210183183928, + "TN": 78858844, + "TP": 148491, + "n_pred": 148916, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7126605325219644, + "FN": 34690, + "FP": 12340, + "IoU": 0.553591768547346, + "TN": 78951053, + "TP": 58322, + "n_pred": 70662, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.622316287581216, + "FN": 31808, + "FP": 9057, + "IoU": 0.4517120163151398, + "TN": 78981873, + "TP": 33667, + "n_pred": 42724, + "n_ref": 65475 + }, + "14": { + "Dice": 0.546763959390863, + "FN": 20644, + "FP": 7928, + "IoU": 0.37623892066541503, + "TN": 79010599, + "TP": 17234, + "n_pred": 25162, + "n_ref": 37878 + }, + "15": { + "Dice": 0.42101857649759966, + "FN": 18361, + "FP": 37117, + "IoU": 0.26663934751285545, + "TN": 78980756, + "TP": 20171, + "n_pred": 57288, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6289031958561376, + "FN": 9788, + "FP": 111718, + "IoU": 0.45868620943131444, + "TN": 78831940, + "TP": 102959, + "n_pred": 214677, + "n_ref": 112747 + }, + "3": { + "Dice": 0.04762018674895741, + "FN": 118394, + "FP": 1043, + "IoU": 0.02439084159022406, + "TN": 78933982, + "TP": 2986, + "n_pred": 4029, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0011713716762328688, + "FN": 8477, + "FP": 50, + "IoU": 0.0005860290670417253, + "TN": 79047873, + "TP": 5, + "n_pred": 55, + "n_ref": 8482 + }, + "5": { + "Dice": 0.424703214619181, + "FN": 3366, + "FP": 947, + "IoU": 0.26960203217612194, + "TN": 79050500, + "TP": 1592, + "n_pred": 2539, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9237062248831297, + "FN": 57226, + "FP": 151150, + "IoU": 0.8582287162097804, + "TN": 77586601, + "TP": 1261428, + "n_pred": 1412578, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6967714004133059, + "FN": 214851, + "FP": 10678, + "IoU": 0.5346501762118173, + "TN": 78571761, + "TP": 259115, + "n_pred": 269793, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8723556597018811, + "FN": 4723, + "FP": 3121, + "IoU": 0.7736088663126299, + "TN": 79021757, + "TP": 26804, + "n_pred": 29925, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8872155066751803, + "FN": 10849, + "FP": 4518, + "IoU": 0.79729319737762, + "TN": 78980596, + "TP": 60442, + "n_pred": 64960, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8884132986259315, + "FN": 11749, + "FP": 43936, + "IoU": 0.7992298734122448, + "TN": 122434583, + "TP": 221672, + "n_pred": 265608, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7783451811016007, + "FN": 29919, + "FP": 15917, + "IoU": 0.6371236531473403, + "TN": 122585627, + "TP": 80477, + "n_pred": 96394, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.31624321191837373, + "FN": 41658, + "FP": 10847, + "IoU": 0.18782000711556607, + "TN": 122647293, + "TP": 12142, + "n_pred": 22989, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8373406937234075, + "FN": 23662, + "FP": 8986, + "IoU": 0.7201943761195053, + "TN": 122595259, + "TP": 84033, + "n_pred": 93019, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6365977390363866, + "FN": 26368, + "FP": 1856, + "IoU": 0.46691850033053167, + "TN": 122658995, + "TP": 24721, + "n_pred": 26577, + "n_ref": 51089 + }, + "2": { + "Dice": 0.4985866556739886, + "FN": 86142, + "FP": 16032, + "IoU": 0.33207820988017495, + "TN": 122558967, + "TP": 50799, + "n_pred": 66831, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7288102937424169, + "FN": 5920, + "FP": 98238, + "IoU": 0.5733292915721085, + "TN": 122467822, + "TP": 139960, + "n_pred": 238198, + "n_ref": 145880 + }, + "4": { + "Dice": 0.28984552217054654, + "FN": 54039, + "FP": 2000, + "IoU": 0.16948499444238607, + "TN": 122644465, + "TP": 11436, + "n_pred": 13436, + "n_ref": 65475 + }, + "5": { + "Dice": 0.33385453683961147, + "FN": 13686, + "FP": 373, + "IoU": 0.200375383915368, + "TN": 122694358, + "TP": 3523, + "n_pred": 3896, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9118620380799565, + "FN": 90056, + "FP": 223260, + "IoU": 0.8380022294883965, + "TN": 120777864, + "TP": 1620760, + "n_pred": 1844020, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5041645023007865, + "FN": 326006, + "FP": 146493, + "IoU": 0.33704541914953623, + "TN": 121999223, + "TP": 240218, + "n_pred": 386711, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8245896441550206, + "FN": 35023, + "FP": 8129, + "IoU": 0.7015334177162659, + "TN": 122567361, + "TP": 101427, + "n_pred": 109556, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6236368232617475, + "FN": 21706, + "FP": 42313, + "IoU": 0.45310484456556094, + "TN": 122594881, + "TP": 53040, + "n_pred": 95353, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..6f75efe59038eeb7bd0234f6140babf33842caa8 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,15504 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2982447747196373, + "FN": 2348.40701754386, + "FP": 1792.080701754386, + "IoU": 0.2507533664017689, + "TN": 341051.53684210527, + "TP": 5271.975438596492, + "n_pred": 7064.056140350876, + "n_ref": 7620.38245614035 + }, + "mean": { + "1": { + "Dice": 0.3305370349467528, + "FN": 72.15789473684211, + "FP": 1365.6315789473683, + "IoU": 0.28751468621931897, + "TN": 348695.4736842105, + "TP": 330.7368421052632, + "n_pred": 1696.3684210526317, + "n_ref": 402.89473684210526 + }, + "10": { + "Dice": 0.154721112321971, + "FN": 2606.0, + "FP": 1627.2631578947369, + "IoU": 0.10114185888300539, + "TN": 345877.3157894737, + "TP": 353.42105263157896, + "n_pred": 1980.6842105263158, + "n_ref": 2959.4210526315787 + }, + "11": { + "Dice": 0.0, + "FN": 43.1578947368421, + "FP": 0.0, + "IoU": 0.0, + "TN": 350420.84210526315, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 43.1578947368421 + }, + "12": { + "Dice": 0.0, + "FN": 4.842105263157895, + "FP": 0.0, + "IoU": 0.0, + "TN": 350459.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.842105263157895 + }, + "13": { + "Dice": 0.19261975877170284, + "FN": 4792.473684210527, + "FP": 1056.2631578947369, + "IoU": 0.11618998983899456, + "TN": 343751.05263157893, + "TP": 864.2105263157895, + "n_pred": 1920.4736842105262, + "n_ref": 5656.684210526316 + }, + "14": { + "Dice": 0.1586504334354858, + "FN": 457.8421052631579, + "FP": 4077.4736842105262, + "IoU": 0.12338002598431386, + "TN": 345082.94736842107, + "TP": 845.7368421052631, + "n_pred": 4923.210526315789, + "n_ref": 1303.578947368421 + }, + "15": { + "Dice": 0.09476131945179313, + "FN": 4500.315789473684, + "FP": 596.3157894736842, + "IoU": 0.05523135364576909, + "TN": 344448.3157894737, + "TP": 919.0526315789474, + "n_pred": 1515.3684210526317, + "n_ref": 5419.368421052632 + }, + "2": { + "Dice": 0.12311524483593678, + "FN": 330.1578947368421, + "FP": 2322.1052631578946, + "IoU": 0.08530203273432535, + "TN": 347670.7368421053, + "TP": 141.0, + "n_pred": 2463.1052631578946, + "n_ref": 471.1578947368421 + }, + "3": { + "Dice": 0.5694580250997465, + "FN": 67.36842105263158, + "FP": 149.3684210526316, + "IoU": 0.5442753877178457, + "TN": 348141.15789473685, + "TP": 2106.1052631578946, + "n_pred": 2255.4736842105262, + "n_ref": 2173.4736842105262 + }, + "4": { + "Dice": 0.08184489671069162, + "FN": 394.4736842105263, + "FP": 1376.1052631578948, + "IoU": 0.05735107246199305, + "TN": 348496.2631578947, + "TP": 197.1578947368421, + "n_pred": 1573.2631578947369, + "n_ref": 591.6315789473684 + }, + "5": { + "Dice": 0.35161662817551964, + "FN": 71.0, + "FP": 151.47368421052633, + "IoU": 0.2711487088156723, + "TN": 350017.15789473685, + "TP": 224.3684210526316, + "n_pred": 375.8421052631579, + "n_ref": 295.36842105263156 + }, + "6": { + "Dice": 0.6650755477094056, + "FN": 4034.2105263157896, + "FP": 11501.263157894737, + "IoU": 0.5864302343229354, + "TN": 299483.2631578947, + "TP": 35445.26315789474, + "n_pred": 46946.52631578947, + "n_ref": 39479.47368421053 + }, + "7": { + "Dice": 0.3439563450303598, + "FN": 16727.894736842107, + "FP": 1801.6315789473683, + "IoU": 0.28383392161880355, + "TN": 302416.2105263158, + "TP": 29518.263157894737, + "n_pred": 31319.894736842107, + "n_ref": 46246.15789473684 + }, + "8": { + "Dice": 0.6352676530488223, + "FN": 364.7894736842105, + "FP": 260.10526315789474, + "IoU": 0.6070031865409103, + "TN": 343940.5789473684, + "TP": 5898.526315789473, + "n_pred": 6158.631578947368, + "n_ref": 6263.315789473684 + }, + "9": { + "Dice": 0.7720476212563719, + "FN": 759.421052631579, + "FP": 596.2105263157895, + "IoU": 0.6424980372426455, + "TN": 346872.5789473684, + "TP": 2235.7894736842104, + "n_pred": 2832.0, + "n_ref": 2995.2105263157896 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9595, + "IoU": 0.0, + "TN": 340869, + "TP": 0, + "n_pred": 9595, + "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": 28, + "FP": 0, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "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": 97, + "IoU": 0.0, + "TN": 350367, + "TP": 0, + "n_pred": 97, + "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": 0.6418352786213457, + "FN": 9540, + "FP": 249, + "IoU": 0.47257543103448274, + "TN": 331904, + "TP": 8771, + "n_pred": 9020, + "n_ref": 18311 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.14150230801510702, + "FN": 19080, + "FP": 1378, + "IoU": 0.07613800578034682, + "TN": 153088, + "TP": 1686, + "n_pred": 3064, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02052646583673857, + "FN": 19401, + "FP": 1213, + "IoU": 0.010369659145463275, + "TN": 154402, + "TP": 216, + "n_pred": 1429, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6883308714918759, + "FN": 201, + "FP": 221, + "IoU": 0.5247747747747747, + "TN": 174344, + "TP": 466, + "n_pred": 687, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 369, + "IoU": 0.0, + "TN": 174863, + "TP": 0, + "n_pred": 369, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.5937950671153348, + "FN": 6421, + "FP": 4564, + "IoU": 0.4222678026717156, + "TN": 156218, + "TP": 8029, + "n_pred": 12593, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 172, + "FP": 3765, + "IoU": 0.0, + "TN": 521759, + "TP": 0, + "n_pred": 3765, + "n_ref": 172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 415, + "IoU": 0.0, + "TN": 525281, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 525647, + "TP": 0, + "n_pred": 49, + "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": 0.3953102766077343, + "FN": 2844, + "FP": 146313, + "IoU": 0.2463468612312543, + "TN": 327784, + "TP": 48755, + "n_pred": 195068, + "n_ref": 51599 + }, + "7": { + "Dice": 0.48103238860443437, + "FN": 176100, + "FP": 363, + "IoU": 0.3166837692888536, + "TN": 267451, + "TP": 81782, + "n_pred": 82145, + "n_ref": 257882 + }, + "8": { + "Dice": 0.9249205890846087, + "FN": 1206, + "FP": 874, + "IoU": 0.860327692720924, + "TN": 510804, + "TP": 12812, + "n_pred": 13686, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8532459615970741, + "FN": 1918, + "FP": 8, + "IoU": 0.7440531561461794, + "TN": 518171, + "TP": 5599, + "n_pred": 5607, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 6756, + "IoU": 0.0, + "TN": 168476, + "TP": 0, + "n_pred": 6756, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.013729246487867178, + "FN": 12356, + "FP": 0, + "IoU": 0.006912072014145636, + "TN": 162790, + "TP": 86, + "n_pred": 86, + "n_ref": 12442 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11716621253405994, + "FN": 390, + "FP": 258, + "IoU": 0.06222865412445731, + "TN": 174541, + "TP": 43, + "n_pred": 301, + "n_ref": 433 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1231, + "IoU": 0.0, + "TN": 174001, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9329076453357718, + "FN": 1327, + "FP": 3002, + "IoU": 0.8742520188229826, + "TN": 140806, + "TP": 30097, + "n_pred": 33099, + "n_ref": 31424 + }, + "7": { + "Dice": 0.781570514661123, + "FN": 35881, + "FP": 2155, + "IoU": 0.6414573219588067, + "TN": 69147, + "TP": 68049, + "n_pred": 70204, + "n_ref": 103930 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9349264342845858, + "FN": 212, + "FP": 447, + "IoU": 0.8778045614685703, + "TN": 520303, + "TP": 4734, + "n_pred": 5181, + "n_ref": 4946 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 525015, + "TP": 0, + "n_pred": 681, + "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": 291, + "IoU": 0.0, + "TN": 525405, + "TP": 0, + "n_pred": 291, + "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": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": 0.9636111354175781, + "FN": 922, + "FP": 1989, + "IoU": 0.9297775847927824, + "TN": 484242, + "TP": 38543, + "n_pred": 40532, + "n_ref": 39465 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7032332563510393, + "FN": 1349, + "FP": 2249, + "IoU": 0.5422974176313446, + "TN": 517835, + "TP": 4263, + "n_pred": 6512, + "n_ref": 5612 + }, + "6": { + "Dice": 0.7528929949045192, + "FN": 1398, + "FP": 8980, + "IoU": 0.6037116236444173, + "TN": 499508, + "TP": 15810, + "n_pred": 24790, + "n_ref": 17208 + }, + "7": { + "Dice": 0.952704121671659, + "FN": 12201, + "FP": 636, + "IoU": 0.9096800067544748, + "TN": 383568, + "TP": 129291, + "n_pred": 129927, + "n_ref": 141492 + }, + "8": { + "Dice": 0.9570560016418255, + "FN": 2952, + "FP": 396, + "IoU": 0.9176485057188538, + "TN": 485041, + "TP": 37307, + "n_pred": 37703, + "n_ref": 40259 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7177587404491781, + "FN": 1159, + "FP": 60, + "IoU": 0.5597688696280245, + "TN": 347695, + "TP": 1550, + "n_pred": 1610, + "n_ref": 2709 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 175104, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 44978, + "IoU": 0.0, + "TN": 130254, + "TP": 0, + "n_pred": 44978, + "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": 141, + "IoU": 0.0, + "TN": 175091, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 18111, + "IoU": 0.0, + "TN": 157121, + "TP": 0, + "n_pred": 18111, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1566, + "IoU": 0.0, + "TN": 173666, + "TP": 0, + "n_pred": 1566, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 629, + "IoU": 0.0, + "TN": 525067, + "TP": 0, + "n_pred": 629, + "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": 0.9652054822732281, + "FN": 2229, + "FP": 1150, + "IoU": 0.9327508657405564, + "TN": 475450, + "TP": 46867, + "n_pred": 48017, + "n_ref": 49096 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5744, + "IoU": 0.0, + "TN": 695184, + "TP": 0, + "n_pred": 5744, + "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": 0.3849720376655036, + "FN": 12115, + "FP": 752, + "IoU": 0.2383686515922813, + "TN": 684034, + "TP": 4027, + "n_pred": 4779, + "n_ref": 16142 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 700829, + "TP": 0, + "n_pred": 99, + "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": 25, + "FP": 0, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1021, + "IoU": 0.0, + "TN": 699907, + "TP": 0, + "n_pred": 1021, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706433706433707, + "FN": 3315, + "FP": 3137, + "IoU": 0.9429612079635065, + "TN": 587812, + "TP": 106664, + "n_pred": 109801, + "n_ref": 109979 + }, + "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": 0.888881780962129, + "FN": 570, + "FP": 2904, + "IoU": 0.7999884852323105, + "TN": 683559, + "TP": 13895, + "n_pred": 16799, + "n_ref": 14465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10101, + "IoU": 0.0, + "TN": 165131, + "TP": 0, + "n_pred": 10101, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3237877052310042, + "FN": 5267, + "FP": 46, + "IoU": 0.19316628701594532, + "TN": 168647, + "TP": 1272, + "n_pred": 1318, + "n_ref": 6539 + }, + "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": 1705, + "IoU": 0.0, + "TN": 173527, + "TP": 0, + "n_pred": 1705, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9287704932644827, + "FN": 11033, + "FP": 954, + "IoU": 0.8670135460465735, + "TN": 85095, + "TP": 78150, + "n_pred": 79104, + "n_ref": 89183 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3336, + "IoU": 0.0, + "TN": 171896, + "TP": 0, + "n_pred": 3336, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.14437932871603623, + "FN": 1692, + "FP": 1520, + "IoU": 0.07780648865920184, + "TN": 346981, + "TP": 271, + "n_pred": 1791, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2806381859622465, + "FN": 11644, + "FP": 665, + "IoU": 0.16322229775662814, + "TN": 335754, + "TP": 2401, + "n_pred": 3066, + "n_ref": 14045 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "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": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 350461, + "TP": 3, + "n_pred": 3, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7268, + "IoU": 0.0, + "TN": 343196, + "TP": 0, + "n_pred": 7268, + "n_ref": 0 + }, + "8": { + "Dice": 0.9644238452932715, + "FN": 544, + "FP": 569, + "IoU": 0.9312920550651275, + "TN": 334265, + "TP": 15086, + "n_pred": 15655, + "n_ref": 15630 + }, + "9": { + "Dice": 0.7640393681250517, + "FN": 2626, + "FP": 227, + "IoU": 0.6181745182012848, + "TN": 342992, + "TP": 4619, + "n_pred": 4846, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.723628548806696, + "FN": 8657, + "FP": 3560, + "IoU": 0.5669419729892595, + "TN": 147021, + "TP": 15994, + "n_pred": 19554, + "n_ref": 24651 + }, + "15": { + "Dice": 0.2842839583553794, + "FN": 85506, + "FP": 2419, + "IoU": 0.16569406093730726, + "TN": 69845, + "TP": 17462, + "n_pred": 19881, + "n_ref": 102968 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 12240, + "IoU": 0.0, + "TN": 513456, + "TP": 0, + "n_pred": 12240, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 792, + "FP": 0, + "IoU": 0.0, + "TN": 524904, + "TP": 0, + "n_pred": 0, + "n_ref": 792 + }, + "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": 17396, + "IoU": 0.0, + "TN": 508300, + "TP": 0, + "n_pred": 17396, + "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": 13785, + "IoU": 0.0, + "TN": 511911, + "TP": 0, + "n_pred": 13785, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9034482385156491, + "FN": 42171, + "FP": 11318, + "IoU": 0.8238993089507178, + "TN": 221955, + "TP": 250252, + "n_pred": 261570, + "n_ref": 292423 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6211, + "IoU": 0.0, + "TN": 519485, + "TP": 0, + "n_pred": 6211, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4960212201591512, + "FN": 84, + "FP": 676, + "IoU": 0.3298059964726631, + "TN": 349330, + "TP": 374, + "n_pred": 1050, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4268502581755594, + "FN": 310, + "FP": 23, + "IoU": 0.2713347921225383, + "TN": 350007, + "TP": 124, + "n_pred": 147, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5510, + "IoU": 0.0, + "TN": 344954, + "TP": 0, + "n_pred": 5510, + "n_ref": 0 + }, + "3": { + "Dice": 0.8836789900811542, + "FN": 358, + "FP": 29, + "IoU": 0.7915993537964459, + "TN": 348607, + "TP": 1470, + "n_pred": 1499, + "n_ref": 1828 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "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": 0.526024144072828, + "FN": 213, + "FP": 2182, + "IoU": 0.35687432867883995, + "TN": 346740, + "TP": 1329, + "n_pred": 3511, + "n_ref": 1542 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.1293730836011674, + "FN": 14546, + "FP": 9021, + "IoU": 0.06916028122284541, + "TN": 325146, + "TP": 1751, + "n_pred": 10772, + "n_ref": 16297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3108049099995148, + "FN": 25961, + "FP": 16654, + "IoU": 0.18399586397058823, + "TN": 298240, + "TP": 9609, + "n_pred": 26263, + "n_ref": 35570 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 350231, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8814, + "IoU": 0.0, + "TN": 341650, + "TP": 0, + "n_pred": 8814, + "n_ref": 0 + }, + "2": { + "Dice": 0.08244153785176378, + "FN": 67, + "FP": 20768, + "IoU": 0.04299297230260438, + "TN": 328693, + "TP": 936, + "n_pred": 21704, + "n_ref": 1003 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2230, + "FP": 8076, + "IoU": 0.0, + "TN": 340158, + "TP": 0, + "n_pred": 8076, + "n_ref": 2230 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8920584819700443, + "FN": 3441, + "FP": 3809, + "IoU": 0.805149430230058, + "TN": 313256, + "TP": 29958, + "n_pred": 33767, + "n_ref": 33399 + }, + "7": { + "Dice": 0.13962821163337794, + "FN": 37283, + "FP": 21, + "IoU": 0.07505392873967916, + "TN": 310133, + "TP": 3027, + "n_pred": 3048, + "n_ref": 40310 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8815187911662147, + "FN": 822, + "FP": 707, + "IoU": 0.7881391159761674, + "TN": 343247, + "TP": 5688, + "n_pred": 6395, + "n_ref": 6510 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.704225352112676, + "FN": 42, + "FP": 21, + "IoU": 0.5434782608695652, + "TN": 175094, + "TP": 75, + "n_pred": 96, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.6222059362403811, + "FN": 1584, + "FP": 1509, + "IoU": 0.45159574468085106, + "TN": 695288, + "TP": 2547, + "n_pred": 4056, + "n_ref": 4131 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 92, + "FP": 0, + "IoU": 0.0, + "TN": 700836, + "TP": 0, + "n_pred": 0, + "n_ref": 92 + }, + "13": { + "Dice": 0.0, + "FN": 21236, + "FP": 89, + "IoU": 0.0, + "TN": 679603, + "TP": 0, + "n_pred": 89, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28214, + "IoU": 0.0, + "TN": 672714, + "TP": 0, + "n_pred": 28214, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.013477088948787063, + "FN": 713, + "FP": 19, + "IoU": 0.0067842605156037995, + "TN": 700191, + "TP": 5, + "n_pred": 24, + "n_ref": 718 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 780, + "IoU": 0.0, + "TN": 700148, + "TP": 0, + "n_pred": 780, + "n_ref": 0 + }, + "4": { + "Dice": 0.5729142769748413, + "FN": 5265, + "FP": 320, + "IoU": 0.40145750723395135, + "TN": 691597, + "TP": 3746, + "n_pred": 4066, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8979642449405436, + "FN": 1581, + "FP": 22282, + "IoU": 0.814823149628296, + "TN": 572062, + "TP": 105003, + "n_pred": 127285, + "n_ref": 106584 + }, + "7": { + "Dice": 0.9025604146905359, + "FN": 56152, + "FP": 3737, + "IoU": 0.8224237823861851, + "TN": 363670, + "TP": 277369, + "n_pred": 281106, + "n_ref": 333521 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1951, + "IoU": 0.0, + "TN": 698977, + "TP": 0, + "n_pred": 1951, + "n_ref": 0 + }, + "9": { + "Dice": 0.6508047585724283, + "FN": 2072, + "FP": 2918, + "IoU": 0.4823651452282158, + "TN": 691288, + "TP": 4650, + "n_pred": 7568, + "n_ref": 6722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.27319953367897465, + "FN": 2559.166666666666, + "FP": 1558.514814814815, + "IoU": 0.22349626586378693, + "TN": 273956.57037037035, + "TP": 4243.97037037037, + "n_pred": 5802.485185185185, + "n_ref": 6803.137037037036 + }, + "mean": { + "1": { + "Dice": 0.38135630786124836, + "FN": 6449.277777777777, + "FP": 366.44444444444446, + "IoU": 0.3140989791085033, + "TN": 267532.6111111111, + "TP": 7969.888888888889, + "n_pred": 8336.333333333334, + "n_ref": 14419.166666666666 + }, + "10": { + "Dice": 0.20431630436733134, + "FN": 1550.5555555555557, + "FP": 583.3888888888889, + "IoU": 0.15631818813888954, + "TN": 279644.05555555556, + "TP": 540.2222222222222, + "n_pred": 1123.611111111111, + "n_ref": 2090.777777777778 + }, + "11": { + "Dice": 0.0, + "FN": 382.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 281935.72222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 382.5 + }, + "12": { + "Dice": 0.0, + "FN": 135.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 282182.72222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 135.5 + }, + "13": { + "Dice": 0.3448475141480796, + "FN": 786.6111111111111, + "FP": 1323.0, + "IoU": 0.2529805719088894, + "TN": 279084.0, + "TP": 1124.611111111111, + "n_pred": 2447.6111111111113, + "n_ref": 1911.2222222222222 + }, + "14": { + "Dice": 0.584837029591653, + "FN": 4241.166666666667, + "FP": 582.5, + "IoU": 0.5250318889881243, + "TN": 273639.1111111111, + "TP": 3855.4444444444443, + "n_pred": 4437.944444444444, + "n_ref": 8096.611111111111 + }, + "15": { + "Dice": 0.17244164996225528, + "FN": 2711.722222222222, + "FP": 302.1666666666667, + "IoU": 0.10364952576524815, + "TN": 278544.8333333333, + "TP": 759.5, + "n_pred": 1061.6666666666667, + "n_ref": 3471.222222222222 + }, + "2": { + "Dice": 0.37879113546173726, + "FN": 1924.8333333333333, + "FP": 3979.0555555555557, + "IoU": 0.3338627431168609, + "TN": 268703.6666666667, + "TP": 7710.666666666667, + "n_pred": 11689.722222222223, + "n_ref": 9635.5 + }, + "3": { + "Dice": 0.3048034003323471, + "FN": 4456.666666666667, + "FP": 1006.2777777777778, + "IoU": 0.26485017144382295, + "TN": 272167.6666666667, + "TP": 4687.611111111111, + "n_pred": 5693.888888888889, + "n_ref": 9144.277777777777 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 51.77777777777778, + "IoU": 0.0, + "TN": 282266.44444444444, + "TP": 0.0, + "n_pred": 51.77777777777778, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.19375226623073427, + "FN": 1005.5, + "FP": 533.2777777777778, + "IoU": 0.14427935093747848, + "TN": 279937.22222222225, + "TP": 842.2222222222222, + "n_pred": 1375.5, + "n_ref": 1847.7222222222222 + }, + "6": { + "Dice": 0.5739693169739196, + "FN": 3077.722222222222, + "FP": 11447.277777777777, + "IoU": 0.49827274125517823, + "TN": 239112.55555555556, + "TP": 28680.666666666668, + "n_pred": 40127.944444444445, + "n_ref": 31758.38888888889 + }, + "7": { + "Dice": 0.24629750643829731, + "FN": 2401.4444444444443, + "FP": 248.72222222222223, + "IoU": 0.20637325372115906, + "TN": 278649.1111111111, + "TP": 1018.9444444444445, + "n_pred": 1267.6666666666667, + "n_ref": 3420.3888888888887 + }, + "8": { + "Dice": 0.3190187067680721, + "FN": 7778.666666666667, + "FP": 970.9444444444445, + "IoU": 0.2529872593598139, + "TN": 270444.6111111111, + "TP": 3124.0, + "n_pred": 4094.9444444444443, + "n_ref": 10902.666666666666 + }, + "9": { + "Dice": 0.39356186704894436, + "FN": 1485.3333333333333, + "FP": 1982.888888888889, + "IoU": 0.2997393142128356, + "TN": 275504.22222222225, + "TP": 3345.777777777778, + "n_pred": 5328.666666666667, + "n_ref": 4831.111111111111 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7461961727817505, + "FN": 11216, + "FP": 177, + "IoU": 0.5951458725702712, + "TN": 147091, + "TP": 16748, + "n_pred": 16925, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8726975638740344, + "FN": 1274, + "FP": 440, + "IoU": 0.7741467914086178, + "TN": 167643, + "TP": 5875, + "n_pred": 6315, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 215, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "3": { + "Dice": 0.9294521059754407, + "FN": 588, + "FP": 7909, + "IoU": 0.8682022646192027, + "TN": 110762, + "TP": 55973, + "n_pred": 63882, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8502, + "IoU": 0.0, + "TN": 166730, + "TP": 0, + "n_pred": 8502, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808166686624357, + "FN": 1887, + "FP": 516, + "IoU": 0.9623554845380204, + "TN": 286630, + "TP": 61431, + "n_pred": 61947, + "n_ref": 63318 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 350330, + "TP": 0, + "n_pred": 134, + "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": 251, + "FP": 0, + "IoU": 0.0, + "TN": 350213, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.9543617937338544, + "FN": 359, + "FP": 1708, + "IoU": 0.9127074623083745, + "TN": 326785, + "TP": 21612, + "n_pred": 23320, + "n_ref": 21971 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7269374532768502, + "FN": 1932, + "FP": 9026, + "IoU": 0.5710147196993424, + "TN": 324920, + "TP": 14586, + "n_pred": 23612, + "n_ref": 16518 + }, + "6": { + "Dice": 0.45822728781675337, + "FN": 626, + "FP": 9166, + "IoU": 0.2972080671786406, + "TN": 336531, + "TP": 4141, + "n_pred": 13307, + "n_ref": 4767 + }, + "7": { + "Dice": 0.7050115734510416, + "FN": 10226, + "FP": 734, + "IoU": 0.5444153468844827, + "TN": 326407, + "TP": 13097, + "n_pred": 13831, + "n_ref": 23323 + }, + "8": { + "Dice": 0.9048624917163685, + "FN": 3674, + "FP": 920, + "IoU": 0.8262546802314588, + "TN": 324023, + "TP": 21847, + "n_pred": 22767, + "n_ref": 25521 + }, + "9": { + "Dice": 0.618174839266865, + "FN": 2181, + "FP": 1798, + "IoU": 0.4473611111111111, + "TN": 343264, + "TP": 3221, + "n_pred": 5019, + "n_ref": 5402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.004471210876904827, + "FN": 20181, + "FP": 1639, + "IoU": 0.0022406145685673787, + "TN": 328595, + "TP": 49, + "n_pred": 1688, + "n_ref": 20230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.505486412843361, + "FN": 10639, + "FP": 16221, + "IoU": 0.33822804769882725, + "TN": 309876, + "TP": 13728, + "n_pred": 29949, + "n_ref": 24367 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8281578074925406, + "FN": 1971, + "FP": 1139, + "IoU": 0.7067144473783478, + "TN": 339860, + "TP": 7494, + "n_pred": 8633, + "n_ref": 9465 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "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": 159, + "IoU": 0.0, + "TN": 350305, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1420, + "IoU": 0.0, + "TN": 349044, + "TP": 0, + "n_pred": 1420, + "n_ref": 0 + }, + "8": { + "Dice": 0.06919176856546376, + "FN": 154, + "FP": 2967, + "IoU": 0.03583565029348162, + "TN": 347227, + "TP": 116, + "n_pred": 3083, + "n_ref": 270 + }, + "9": { + "Dice": 0.5468638546768748, + "FN": 7716, + "FP": 1813, + "IoU": 0.3763335296812619, + "TN": 335185, + "TP": 5750, + "n_pred": 7563, + "n_ref": 13466 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4893, + "IoU": 0.0, + "TN": 170339, + "TP": 0, + "n_pred": 4893, + "n_ref": 0 + }, + "10": { + "Dice": 0.037368625924484235, + "FN": 2457, + "FP": 16, + "IoU": 0.019040063466878223, + "TN": 172711, + "TP": 48, + "n_pred": 64, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 326, + "IoU": 0.0, + "TN": 174906, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "3": { + "Dice": 0.09215278537813287, + "FN": 24805, + "FP": 80, + "IoU": 0.04830197338228545, + "TN": 149084, + "TP": 1263, + "n_pred": 1343, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 66753, + "IoU": 0.0, + "TN": 108479, + "TP": 0, + "n_pred": 66753, + "n_ref": 0 + }, + "7": { + "Dice": 0.17198704283064314, + "FN": 29634, + "FP": 273, + "IoU": 0.09408414866870626, + "TN": 142219, + "TP": 3106, + "n_pred": 3379, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 2533, + "IoU": 0.0, + "TN": 172555, + "TP": 0, + "n_pred": 2533, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1890, + "IoU": 0.0, + "TN": 173342, + "TP": 0, + "n_pred": 1890, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 170007, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.7288504741815438, + "FN": 7398, + "FP": 8413, + "IoU": 0.5733790237716198, + "TN": 138171, + "TP": 21250, + "n_pred": 29663, + "n_ref": 28648 + }, + "7": { + "Dice": 0.05426356589147287, + "FN": 2928, + "FP": 0, + "IoU": 0.027888446215139442, + "TN": 172220, + "TP": 84, + "n_pred": 84, + "n_ref": 3012 + }, + "8": { + "Dice": 0.5599806611470357, + "FN": 13969, + "FP": 593, + "IoU": 0.38887023669632365, + "TN": 151404, + "TP": 9266, + "n_pred": 9859, + "n_ref": 23235 + }, + "9": { + "Dice": 0.659181636726547, + "FN": 4339, + "FP": 14785, + "IoU": 0.49162634908820246, + "TN": 137614, + "TP": 18494, + "n_pred": 33279, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.00017934538932894934, + "FN": 66898, + "FP": 0, + "IoU": 8.96807365777831e-05, + "TN": 458792, + "TP": 6, + "n_pred": 6, + "n_ref": 66904 + }, + "15": { + "Dice": 0.12378847134841013, + "FN": 14651, + "FP": 808, + "IoU": 0.06597788653253579, + "TN": 509145, + "TP": 1092, + "n_pred": 1900, + "n_ref": 15743 + }, + "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": 0.038419319429198684, + "FN": 10512, + "FP": 0, + "IoU": 0.019585898153329603, + "TN": 514974, + "TP": 210, + "n_pred": 210, + "n_ref": 10722 + }, + "6": { + "Dice": 0.6380377592076757, + "FN": 967, + "FP": 3711, + "IoU": 0.46846949210317007, + "TN": 516895, + "TP": 4123, + "n_pred": 7834, + "n_ref": 5090 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7777671481871233, + "FN": 330, + "FP": 1993, + "IoU": 0.6363494051346275, + "TN": 519308, + "TP": 4065, + "n_pred": 6058, + "n_ref": 4395 + }, + "9": { + "Dice": 0.0, + "FN": 7733, + "FP": 0, + "IoU": 0.0, + "TN": 517963, + "TP": 0, + "n_pred": 0, + "n_ref": 7733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.9438042807026764, + "FN": 3047, + "FP": 1230, + "IoU": 0.8935884357972781, + "TN": 135039, + "TP": 35916, + "n_pred": 37146, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 0.9054354223226321, + "FN": 23255, + "FP": 1650, + "IoU": 0.8272106011725119, + "TN": 206329, + "TP": 119230, + "n_pred": 120880, + "n_ref": 142485 + }, + "7": { + "Dice": 0.8551774076755974, + "FN": 340, + "FP": 60, + "IoU": 0.7469955724225174, + "TN": 348883, + "TP": 1181, + "n_pred": 1241, + "n_ref": 1521 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.5974765974765974, + "FN": 2616, + "FP": 2329, + "IoU": 0.4260011607661056, + "TN": 166617, + "TP": 3670, + "n_pred": 5999, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7095868431608504, + "FN": 1339, + "FP": 109, + "IoU": 0.5498912029841467, + "TN": 172015, + "TP": 1769, + "n_pred": 1878, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9545454545454546, + "FN": 86, + "FP": 356, + "IoU": 0.9130434782608695, + "TN": 170149, + "TP": 4641, + "n_pred": 4997, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7659451571715207, + "FN": 14147, + "FP": 1251, + "IoU": 0.620673515138078, + "TN": 134639, + "TP": 25195, + "n_pred": 26446, + "n_ref": 39342 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 418, + "IoU": 0.0, + "TN": 174814, + "TP": 0, + "n_pred": 418, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 107, + "FP": 43, + "IoU": 0.0, + "TN": 175082, + "TP": 0, + "n_pred": 43, + "n_ref": 107 + }, + "9": { + "Dice": 0.6381330492882734, + "FN": 1873, + "FP": 9338, + "IoU": 0.4685722411831627, + "TN": 154136, + "TP": 9885, + "n_pred": 19223, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 349329, + "TP": 0, + "n_pred": 1135, + "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": 711, + "IoU": 0.0, + "TN": 349753, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + }, + "3": { + "Dice": 0.6692422731804586, + "FN": 2128, + "FP": 526, + "IoU": 0.5029031653867766, + "TN": 345125, + "TP": 2685, + "n_pred": 3211, + "n_ref": 4813 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 225, + "FP": 0, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 0, + "n_ref": 225 + }, + "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": 0.24034758452858562, + "FN": 121424, + "FP": 10931, + "IoU": 0.13658810252262008, + "TN": 197171, + "TP": 20938, + "n_pred": 31869, + "n_ref": 142362 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 350394, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 890, + "IoU": 0.0, + "TN": 349574, + "TP": 0, + "n_pred": 890, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1311, + "IoU": 0.0, + "TN": 349153, + "TP": 0, + "n_pred": 1311, + "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": 0.46447486759268514, + "FN": 1121, + "FP": 4238, + "IoU": 0.3024860080697644, + "TN": 342781, + "TP": 2324, + "n_pred": 6562, + "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": 0.9579803166452717, + "FN": 2030, + "FP": 2389, + "IoU": 0.9193495400788436, + "TN": 295672, + "TP": 50373, + "n_pred": 52762, + "n_ref": 52403 + }, + "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": 156, + "IoU": 0.0, + "TN": 350308, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 350349, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669184553635979, + "FN": 1557, + "FP": 1097, + "IoU": 0.9359555984555985, + "TN": 309024, + "TP": 38786, + "n_pred": 39883, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 349918, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 30, + "FP": 5, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 5, + "n_ref": 30 + }, + "9": { + "Dice": 0.5832633641197873, + "FN": 121, + "FP": 2857, + "IoU": 0.41169498222046624, + "TN": 345402, + "TP": 2084, + "n_pred": 4941, + "n_ref": 2205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5909090909090909, + "FN": 205, + "FP": 299, + "IoU": 0.41935483870967744, + "TN": 174364, + "TP": 364, + "n_pred": 663, + "n_ref": 569 + }, + "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": 150, + "IoU": 0.0, + "TN": 175082, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 328, + "FP": 25, + "IoU": 0.0, + "TN": 174879, + "TP": 0, + "n_pred": 25, + "n_ref": 328 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3234298773788072, + "FN": 30742, + "FP": 46, + "IoU": 0.19291163132094266, + "TN": 312317, + "TP": 7359, + "n_pred": 7405, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8471104228484719, + "FN": 1525, + "FP": 27896, + "IoU": 0.7347715164026792, + "TN": 239537, + "TP": 81506, + "n_pred": 109402, + "n_ref": 83031 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.051982378854625554, + "FN": 1238, + "FP": 914, + "IoU": 0.02668475802804161, + "TN": 173021, + "TP": 59, + "n_pred": 973, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 171629, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7343844754396605, + "FN": 1060, + "FP": 692, + "IoU": 0.5802587446094873, + "TN": 171058, + "TP": 2422, + "n_pred": 3114, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2586020341917334, + "FN": 6739, + "FP": 113, + "IoU": 0.1485025475332422, + "TN": 167185, + "TP": 1195, + "n_pred": 1308, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6365, + "IoU": 0.0, + "TN": 168867, + "TP": 0, + "n_pred": 6365, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9138611562572556, + "FN": 3806, + "FP": 3243, + "IoU": 0.8413852073535699, + "TN": 130791, + "TP": 37392, + "n_pred": 40635, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 818, + "IoU": 0.0, + "TN": 174414, + "TP": 0, + "n_pred": 818, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8900019264110961, + "FN": 2773, + "FP": 2366, + "IoU": 0.8018049288441513, + "TN": 149303, + "TP": 20790, + "n_pred": 23156, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 49937, + "IoU": 0.0, + "TN": 300527, + "TP": 0, + "n_pred": 49937, + "n_ref": 0 + }, + "3": { + "Dice": 0.09802164472323706, + "FN": 52340, + "FP": 0, + "IoU": 0.051536677297767466, + "TN": 295280, + "TP": 2844, + "n_pred": 2844, + "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": 0.9899026496635206, + "FN": 1160, + "FP": 2240, + "IoU": 0.9800071738964254, + "TN": 180403, + "TP": 166661, + "n_pred": 168901, + "n_ref": 167821 + }, + "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": 2658, + "IoU": 0.0, + "TN": 347806, + "TP": 0, + "n_pred": 2658, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0330.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": 226, + "IoU": 0.0, + "TN": 350238, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "14": { + "Dice": 0.8105274626829534, + "FN": 6396, + "FP": 9255, + "IoU": 0.6814175504305168, + "TN": 301337, + "TP": 33476, + "n_pred": 42731, + "n_ref": 39872 + }, + "15": { + "Dice": 0.39353647853835566, + "FN": 34139, + "FP": 4631, + "IoU": 0.24497069076320863, + "TN": 299115, + "TP": 12579, + "n_pred": 17210, + "n_ref": 46718 + }, + "2": { + "Dice": 0.7886257417423725, + "FN": 23821, + "FP": 16431, + "IoU": 0.651017417917306, + "TN": 235123, + "TP": 75089, + "n_pred": 91520, + "n_ref": 98910 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1512, + "IoU": 0.0, + "TN": 348952, + "TP": 0, + "n_pred": 1512, + "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": 0.8212816528019015, + "FN": 958, + "FP": 6862, + "IoU": 0.6967581821002017, + "TN": 324676, + "TP": 17968, + "n_pred": 24830, + "n_ref": 18926 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6190514362057449, + "FN": 71211, + "FP": 74, + "IoU": 0.4482798653302891, + "TN": 46027, + "TP": 57920, + "n_pred": 57994, + "n_ref": 129131 + }, + "10": { + "Dice": 0.4791666666666667, + "FN": 0, + "FP": 50, + "IoU": 0.3150684931506849, + "TN": 175159, + "TP": 23, + "n_pred": 73, + "n_ref": 23 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 65255, + "IoU": 0.0, + "TN": 109977, + "TP": 0, + "n_pred": 65255, + "n_ref": 0 + }, + "7": { + "Dice": 0.9228329809725159, + "FN": 98, + "FP": 48, + "IoU": 0.8567222767419038, + "TN": 174213, + "TP": 873, + "n_pred": 921, + "n_ref": 971 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.28008365262424023, + "FN": 1858.6407407407403, + "FP": 4838.929629629629, + "IoU": 0.23425155542057058, + "TN": 329754.63703703706, + "TP": 4276.681481481482, + "n_pred": 9115.611111111111, + "n_ref": 6135.322222222221 + }, + "mean": { + "1": { + "Dice": 0.2855122069728109, + "FN": 4394.055555555556, + "FP": 19.11111111111111, + "IoU": 0.23983756596630623, + "TN": 336125.3333333333, + "TP": 190.38888888888889, + "n_pred": 209.5, + "n_ref": 4584.444444444444 + }, + "10": { + "Dice": 0.25162490683005684, + "FN": 672.7222222222222, + "FP": 1149.6666666666667, + "IoU": 0.20364224177191095, + "TN": 337121.77777777775, + "TP": 1784.7222222222222, + "n_pred": 2934.3888888888887, + "n_ref": 2457.4444444444443 + }, + "11": { + "Dice": 0.0, + "FN": 358.6111111111111, + "FP": 0.0, + "IoU": 0.0, + "TN": 340370.27777777775, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 358.6111111111111 + }, + "12": { + "Dice": 0.0, + "FN": 226.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 340502.3888888889, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 226.5 + }, + "13": { + "Dice": 0.07436651531008454, + "FN": 1102.3333333333333, + "FP": 1426.111111111111, + "IoU": 0.048277441699211644, + "TN": 338055.6666666667, + "TP": 144.77777777777777, + "n_pred": 1570.888888888889, + "n_ref": 1247.111111111111 + }, + "14": { + "Dice": 0.13855042016806723, + "FN": 173.05555555555554, + "FP": 12680.055555555555, + "IoU": 0.10598633989554038, + "TN": 327655.94444444444, + "TP": 219.83333333333334, + "n_pred": 12899.888888888889, + "n_ref": 392.8888888888889 + }, + "15": { + "Dice": 0.0002109910085370208, + "FN": 1.1111111111111112, + "FP": 3065.9444444444443, + "IoU": 0.00010554004026758459, + "TN": 337661.1111111111, + "TP": 0.7222222222222222, + "n_pred": 3066.6666666666665, + "n_ref": 1.8333333333333333 + }, + "2": { + "Dice": 0.3172702425115141, + "FN": 748.9444444444445, + "FP": 7807.222222222223, + "IoU": 0.2902953798569903, + "TN": 324650.0, + "TP": 7522.722222222223, + "n_pred": 15329.944444444445, + "n_ref": 8271.666666666666 + }, + "3": { + "Dice": 0.6021610845779426, + "FN": 1793.7777777777778, + "FP": 195.33333333333334, + "IoU": 0.5522835121076224, + "TN": 329971.27777777775, + "TP": 8768.5, + "n_pred": 8963.833333333334, + "n_ref": 10562.277777777777 + }, + "4": { + "Dice": 0.10745871887940289, + "FN": 352.22222222222223, + "FP": 513.1666666666666, + "IoU": 0.07929083364768012, + "TN": 339513.1666666667, + "TP": 350.3333333333333, + "n_pred": 863.5, + "n_ref": 702.5555555555555 + }, + "5": { + "Dice": 0.42299776601171524, + "FN": 330.1111111111111, + "FP": 6.888888888888889, + "IoU": 0.275045511434748, + "TN": 340195.6111111111, + "TP": 196.27777777777777, + "n_pred": 203.16666666666666, + "n_ref": 526.3888888888889 + }, + "6": { + "Dice": 0.6213792828085911, + "FN": 12985.166666666666, + "FP": 24580.0, + "IoU": 0.5330393311621128, + "TN": 272486.27777777775, + "TP": 30677.444444444445, + "n_pred": 55257.444444444445, + "n_ref": 43662.61111111111 + }, + "7": { + "Dice": 0.2116484440202238, + "FN": 3553.1111111111113, + "FP": 20701.944444444445, + "IoU": 0.16604265379250105, + "TN": 306600.27777777775, + "TP": 9873.555555555555, + "n_pred": 30575.5, + "n_ref": 13426.666666666666 + }, + "8": { + "Dice": 0.702015089661292, + "FN": 289.44444444444446, + "FP": 44.833333333333336, + "IoU": 0.6606148617143157, + "TN": 337914.55555555556, + "TP": 2480.0555555555557, + "n_pred": 2524.8888888888887, + "n_ref": 2769.5 + }, + "9": { + "Dice": 0.46605912060336563, + "FN": 898.4444444444445, + "FP": 393.6666666666667, + "IoU": 0.35931211821935194, + "TN": 337495.8888888889, + "TP": 1940.888888888889, + "n_pred": 2334.5555555555557, + "n_ref": 2839.3333333333335 + } + }, + "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": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9413439445110562, + "FN": 5606, + "FP": 6673, + "IoU": 0.8891877013599978, + "TN": 64423, + "TP": 98530, + "n_pred": 105203, + "n_ref": 104136 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9466360270649815, + "FN": 1313, + "FP": 1195, + "IoU": 0.8986789480063022, + "TN": 150479, + "TP": 22245, + "n_pred": 23440, + "n_ref": 23558 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.46558704453441296, + "FN": 195, + "FP": 69, + "IoU": 0.3034300791556728, + "TN": 174853, + "TP": 115, + "n_pred": 184, + "n_ref": 310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "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": 46, + "IoU": 0.0, + "TN": 350418, + "TP": 0, + "n_pred": 46, + "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": 412, + "IoU": 0.0, + "TN": 350052, + "TP": 0, + "n_pred": 412, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8158311345646438, + "FN": 247, + "FP": 102, + "IoU": 0.6889483065953654, + "TN": 349342, + "TP": 773, + "n_pred": 875, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7397895143381288, + "FN": 2634, + "FP": 2756, + "IoU": 0.587036469506589, + "TN": 337412, + "TP": 7662, + "n_pred": 10418, + "n_ref": 10296 + }, + "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": 0.5389619009690694, + "FN": 2298, + "FP": 1175, + "IoU": 0.3688896965291659, + "TN": 344961, + "TP": 2030, + "n_pred": 3205, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9452107955547716, + "FN": 1018, + "FP": 2088, + "IoU": 0.8961134524048431, + "TN": 320566, + "TP": 26792, + "n_pred": 28880, + "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": 0.6291170615473748, + "FN": 84533, + "FP": 608, + "IoU": 0.4589137729421933, + "TN": 193112, + "TP": 72211, + "n_pred": 72819, + "n_ref": 156744 + }, + "7": { + "Dice": 0.00019161906130612342, + "FN": 3234, + "FP": 80249, + "IoU": 9.581871099879029e-05, + "TN": 266973, + "TP": 8, + "n_pred": 80257, + "n_ref": 3242 + }, + "8": { + "Dice": 0.9466243335529863, + "FN": 419, + "FP": 472, + "IoU": 0.8986578707916287, + "TN": 341672, + "TP": 7901, + "n_pred": 8373, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.27906976744186046, + "FN": 877, + "FP": 2099, + "IoU": 0.16216216216216217, + "TN": 171680, + "TP": 576, + "n_pred": 2675, + "n_ref": 1453 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6447523132764174, + "FN": 6340, + "FP": 609, + "IoU": 0.4757450018860807, + "TN": 161977, + "TP": 6306, + "n_pred": 6915, + "n_ref": 12646 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399768399382399, + "FN": 4060, + "FP": 1538, + "IoU": 0.8867512289858591, + "TN": 125801, + "TP": 43833, + "n_pred": 45371, + "n_ref": 47893 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12940, + "IoU": 0.0, + "TN": 162292, + "TP": 0, + "n_pred": 12940, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 174795, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2301, + "IoU": 0.0, + "TN": 172931, + "TP": 0, + "n_pred": 2301, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 58864, + "IoU": 0.0, + "TN": 116368, + "TP": 0, + "n_pred": 58864, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 57444, + "IoU": 0.0, + "TN": 117788, + "TP": 0, + "n_pred": 57444, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.014206787687450671, + "FN": 559, + "FP": 1939, + "IoU": 0.007154213036565978, + "TN": 172716, + "TP": 18, + "n_pred": 1957, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14989, + "FP": 262, + "IoU": 0.0, + "TN": 159981, + "TP": 0, + "n_pred": 262, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9005827300017658, + "FN": 3105, + "FP": 273, + "IoU": 0.8191455187921619, + "TN": 156554, + "TP": 15300, + "n_pred": 15573, + "n_ref": 18405 + }, + "9": { + "Dice": 0.34196891191709844, + "FN": 1853, + "FP": 179, + "IoU": 0.20625, + "TN": 172672, + "TP": 528, + "n_pred": 707, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.9542711813693712, + "FN": 895, + "FP": 22, + "IoU": 0.9125417262756319, + "TN": 164747, + "TP": 9568, + "n_pred": 9590, + "n_ref": 10463 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8362919132149902, + "FN": 17, + "FP": 66, + "IoU": 0.7186440677966102, + "TN": 350169, + "TP": 212, + "n_pred": 278, + "n_ref": 229 + }, + "10": { + "Dice": 0.8193984364648205, + "FN": 3733, + "FP": 3082, + "IoU": 0.6940516273849607, + "TN": 328189, + "TP": 15460, + "n_pred": 18542, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 262, + "IoU": 0.0, + "TN": 350202, + "TP": 0, + "n_pred": 262, + "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": 33921, + "IoU": 0.0, + "TN": 316543, + "TP": 0, + "n_pred": 33921, + "n_ref": 0 + }, + "3": { + "Dice": 0.8083796365820693, + "FN": 4952, + "FP": 152, + "IoU": 0.6783868935097669, + "TN": 334594, + "TP": 10766, + "n_pred": 10918, + "n_ref": 15718 + }, + "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": 21164, + "IoU": 0.0, + "TN": 329300, + "TP": 0, + "n_pred": 21164, + "n_ref": 0 + }, + "7": { + "Dice": 0.7607164094862775, + "FN": 1753, + "FP": 21988, + "IoU": 0.6138356186665366, + "TN": 288985, + "TP": 37738, + "n_pred": 59726, + "n_ref": 39491 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 521999, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4343, + "IoU": 0.0, + "TN": 521353, + "TP": 0, + "n_pred": 4343, + "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": 362, + "FP": 18457, + "IoU": 0.0, + "TN": 506877, + "TP": 0, + "n_pred": 18457, + "n_ref": 362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 215, + "IoU": 0.0, + "TN": 525481, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "5": { + "Dice": 0.3076923076923077, + "FN": 6, + "FP": 3, + "IoU": 0.18181818181818182, + "TN": 525685, + "TP": 2, + "n_pred": 5, + "n_ref": 8 + }, + "6": { + "Dice": 0.6421259216039887, + "FN": 29965, + "FP": 3770, + "IoU": 0.472890625, + "TN": 461696, + "TP": 30265, + "n_pred": 34035, + "n_ref": 60230 + }, + "7": { + "Dice": 0.716407964242178, + "FN": 11725, + "FP": 23171, + "IoU": 0.5581274612842364, + "TN": 446723, + "TP": 44077, + "n_pred": 67248, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 18, + "FP": 2284, + "IoU": 0.0, + "TN": 523394, + "TP": 0, + "n_pred": 2284, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "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": 42, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "14": { + "Dice": 0.6927521008403361, + "FN": 3115, + "FP": 395, + "IoU": 0.5299316994777019, + "TN": 342997, + "TP": 3957, + "n_pred": 4352, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24295, + "IoU": 0.0, + "TN": 326169, + "TP": 0, + "n_pred": 24295, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1327, + "IoU": 0.0, + "TN": 349137, + "TP": 0, + "n_pred": 1327, + "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": 277, + "IoU": 0.0, + "TN": 350187, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "5": { + "Dice": 0.5383032243311228, + "FN": 5936, + "FP": 121, + "IoU": 0.36827284105131414, + "TN": 340876, + "TP": 3531, + "n_pred": 3652, + "n_ref": 9467 + }, + "6": { + "Dice": 0.8082338990587712, + "FN": 2699, + "FP": 7651, + "IoU": 0.6781816485805789, + "TN": 318303, + "TP": 21811, + "n_pred": 29462, + "n_ref": 24510 + }, + "7": { + "Dice": 0.09861533265788584, + "FN": 2543, + "FP": 126, + "IoU": 0.05186500888099467, + "TN": 347649, + "TP": 146, + "n_pred": 272, + "n_ref": 2689 + }, + "8": { + "Dice": 0.9608532950904162, + "FN": 1686, + "FP": 61, + "IoU": 0.9246560572734722, + "TN": 327277, + "TP": 21440, + "n_pred": 21501, + "n_ref": 23126 + }, + "9": { + "Dice": 0.645808383233533, + "FN": 2216, + "FP": 150, + "IoU": 0.47689586557594515, + "TN": 345941, + "TP": 2157, + "n_pred": 2307, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1292, + "IoU": 0.0, + "TN": 173940, + "TP": 0, + "n_pred": 1292, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 174134, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "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": 572, + "IoU": 0.0, + "TN": 174660, + "TP": 0, + "n_pred": 572, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8445668809305172, + "FN": 7483, + "FP": 134, + "IoU": 0.7309526332520928, + "TN": 146921, + "TP": 20694, + "n_pred": 20828, + "n_ref": 28177 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9286240196339967, + "FN": 3267, + "FP": 3422, + "IoU": 0.8667582964822118, + "TN": 125030, + "TP": 43513, + "n_pred": 46935, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.829273597216181, + "FN": 3800, + "FP": 910, + "IoU": 0.7083410737506967, + "TN": 159083, + "TP": 11439, + "n_pred": 12349, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.8320610687022901, + "FN": 18, + "FP": 70, + "IoU": 0.7124183006535948, + "TN": 875854, + "TP": 218, + "n_pred": 288, + "n_ref": 236 + }, + "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": 136714, + "IoU": 0.0, + "TN": 739446, + "TP": 0, + "n_pred": 136714, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 876075, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4704, + "IoU": 0.0, + "TN": 871456, + "TP": 0, + "n_pred": 4704, + "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": 0.7708919244676576, + "FN": 5819, + "FP": 48925, + "IoU": 0.6271962082209692, + "TN": 729316, + "TP": 92100, + "n_pred": 141025, + "n_ref": 97919 + }, + "7": { + "Dice": 0.7518474018580034, + "FN": 40321, + "FP": 22879, + "IoU": 0.6023681743540056, + "TN": 717219, + "TP": 95741, + "n_pred": 118620, + "n_ref": 136062 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 167, + "FP": 85, + "IoU": 0.0, + "TN": 525444, + "TP": 0, + "n_pred": 85, + "n_ref": 167 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1998, + "IoU": 0.0, + "TN": 523698, + "TP": 0, + "n_pred": 1998, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4825, + "IoU": 0.0, + "TN": 520871, + "TP": 0, + "n_pred": 4825, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1007223113964687, + "FN": 109, + "FP": 13337, + "IoU": 0.053031903655186986, + "TN": 511497, + "TP": 753, + "n_pred": 14090, + "n_ref": 862 + }, + "3": { + "Dice": 0.9051048939614434, + "FN": 21965, + "FP": 1249, + "IoU": 0.8266590004554925, + "TN": 391775, + "TP": 110707, + "n_pred": 111956, + "n_ref": 132672 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7826, + "IoU": 0.0, + "TN": 517870, + "TP": 0, + "n_pred": 7826, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8602186555012794, + "FN": 1878, + "FP": 13145, + "IoU": 0.7547225260820585, + "TN": 464447, + "TP": 46226, + "n_pred": 59371, + "n_ref": 48104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42044, + "IoU": 0.0, + "TN": 483652, + "TP": 0, + "n_pred": 42044, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06095019405723128, + "FN": 75132, + "FP": 115, + "IoU": 0.031433021405861836, + "TN": 448007, + "TP": 2442, + "n_pred": 2557, + "n_ref": 77574 + }, + "10": { + "Dice": 0.6140430747679916, + "FN": 4998, + "FP": 6023, + "IoU": 0.4430462906812209, + "TN": 505908, + "TP": 8767, + "n_pred": 14790, + "n_ref": 13765 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 767, + "IoU": 0.0, + "TN": 524929, + "TP": 0, + "n_pred": 767, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 525347, + "TP": 0, + "n_pred": 349, + "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": 77422, + "IoU": 0.0, + "TN": 448274, + "TP": 0, + "n_pred": 77422, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3458, + "FP": 0, + "IoU": 0.0, + "TN": 522238, + "TP": 0, + "n_pred": 0, + "n_ref": 3458 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 525509, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20383071950716905, + "FN": 88491, + "FP": 95030, + "IoU": 0.11348079589204543, + "TN": 318683, + "TP": 23492, + "n_pred": 118522, + "n_ref": 111983 + }, + "7": { + "Dice": 0.00035415691681106994, + "FN": 4380, + "FP": 74653, + "IoU": 0.00017710982073956, + "TN": 446649, + "TP": 14, + "n_pred": 74667, + "n_ref": 4394 + }, + "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": 1537, + "IoU": 0.0, + "TN": 524159, + "TP": 0, + "n_pred": 1537, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 700338, + "TP": 0, + "n_pred": 590, + "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": 1316, + "FP": 0, + "IoU": 0.0, + "TN": 699612, + "TP": 0, + "n_pred": 0, + "n_ref": 1316 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 85958, + "IoU": 0.0, + "TN": 614970, + "TP": 0, + "n_pred": 85958, + "n_ref": 0 + }, + "15": { + "Dice": 0.0008439640341480832, + "FN": 20, + "FP": 30761, + "IoU": 0.00042216016107033837, + "TN": 670134, + "TP": 13, + "n_pred": 30774, + "n_ref": 33 + }, + "2": { + "Dice": 0.9687990457655847, + "FN": 283, + "FP": 711, + "IoU": 0.9394861804456349, + "TN": 684502, + "TP": 15432, + "n_pred": 16143, + "n_ref": 15715 + }, + "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": 123, + "IoU": 0.0, + "TN": 700805, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3810164689215513, + "FN": 8376, + "FP": 183871, + "IoU": 0.23534301715085754, + "TN": 449512, + "TP": 59169, + "n_pred": 243040, + "n_ref": 67545 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36729, + "IoU": 0.0, + "TN": 664199, + "TP": 0, + "n_pred": 36729, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.566922699787547, + "FN": 4678, + "FP": 622, + "IoU": 0.395598129775345, + "TN": 692159, + "TP": 3469, + "n_pred": 4091, + "n_ref": 8147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 5357, + "FP": 0, + "IoU": 0.0, + "TN": 169875, + "TP": 0, + "n_pred": 0, + "n_ref": 5357 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672591392666723, + "FN": 3332, + "FP": 3257, + "IoU": 0.9365942377643911, + "TN": 71314, + "TP": 97329, + "n_pred": 100586, + "n_ref": 100661 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8789123281381527, + "FN": 3412, + "FP": 1335, + "IoU": 0.7839817974971559, + "TN": 153257, + "TP": 17228, + "n_pred": 18563, + "n_ref": 20640 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.24931981700060077, + "FN": 1537.5263157894738, + "FP": 1115.0807017543862, + "IoU": 0.20309322692452153, + "TN": 260012.6842105263, + "TP": 4794.077192982457, + "n_pred": 5909.1578947368425, + "n_ref": 6331.60350877193 + }, + "mean": { + "1": { + "Dice": 0.09519722966054975, + "FN": 5291.368421052632, + "FP": 37.68421052631579, + "IoU": 0.05580423013956613, + "TN": 260894.68421052632, + "TP": 1235.6315789473683, + "n_pred": 1273.3157894736842, + "n_ref": 6527.0 + }, + "10": { + "Dice": 0.39452763087566184, + "FN": 1141.2631578947369, + "FP": 491.36842105263156, + "IoU": 0.28669925516972006, + "TN": 264465.4736842105, + "TP": 1361.2631578947369, + "n_pred": 1852.6315789473683, + "n_ref": 2502.5263157894738 + }, + "11": { + "Dice": 0.0, + "FN": 90.15789473684211, + "FP": 0.0, + "IoU": 0.0, + "TN": 267369.2105263158, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 90.15789473684211 + }, + "12": { + "Dice": 0.0, + "FN": 1.7894736842105263, + "FP": 0.0, + "IoU": 0.0, + "TN": 267457.5789473684, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1.7894736842105263 + }, + "13": { + "Dice": 0.0, + "FN": 5.157894736842105, + "FP": 803.1052631578947, + "IoU": 0.0, + "TN": 266651.1052631579, + "TP": 0.0, + "n_pred": 803.1052631578947, + "n_ref": 5.157894736842105 + }, + "14": { + "Dice": 0.4748344341757744, + "FN": 421.36842105263156, + "FP": 217.78947368421052, + "IoU": 0.4520807009029062, + "TN": 261133.36842105264, + "TP": 5686.8421052631575, + "n_pred": 5904.631578947368, + "n_ref": 6108.210526315789 + }, + "15": { + "Dice": 0.35048390231216126, + "FN": 1586.6842105263158, + "FP": 212.89473684210526, + "IoU": 0.26544276200564587, + "TN": 264853.7368421053, + "TP": 806.0526315789474, + "n_pred": 1018.9473684210526, + "n_ref": 2392.7368421052633 + }, + "2": { + "Dice": 0.24727050500064637, + "FN": 1093.3157894736842, + "FP": 300.2105263157895, + "IoU": 0.19652898428889012, + "TN": 264404.7894736842, + "TP": 1661.0526315789473, + "n_pred": 1961.2631578947369, + "n_ref": 2754.3684210526317 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 664.578947368421, + "IoU": 0.0, + "TN": 266794.7894736842, + "TP": 0.0, + "n_pred": 664.578947368421, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.14338630019325746, + "FN": 208.10526315789474, + "FP": 154.10526315789474, + "IoU": 0.1005193436700286, + "TN": 266956.5789473684, + "TP": 140.57894736842104, + "n_pred": 294.6842105263158, + "n_ref": 348.6842105263158 + }, + "5": { + "Dice": 0.0755173765477736, + "FN": 1329.578947368421, + "FP": 53.10526315789474, + "IoU": 0.04353759002396394, + "TN": 266021.6842105263, + "TP": 55.0, + "n_pred": 108.10526315789474, + "n_ref": 1384.578947368421 + }, + "6": { + "Dice": 0.6916643057474222, + "FN": 7001.894736842105, + "FP": 4717.789473684211, + "IoU": 0.6223789565664185, + "TN": 212251.8947368421, + "TP": 43487.78947368421, + "n_pred": 48205.57894736842, + "n_ref": 50489.68421052631 + }, + "7": { + "Dice": 0.4764400985925155, + "FN": 2904.157894736842, + "FP": 5706.105263157895, + "IoU": 0.38246943748194323, + "TN": 243485.63157894736, + "TP": 15363.473684210527, + "n_pred": 21069.57894736842, + "n_ref": 18267.63157894737 + }, + "8": { + "Dice": 0.5954788083163032, + "FN": 357.8421052631579, + "FP": 3208.157894736842, + "IoU": 0.507183990413334, + "TN": 262589.36842105264, + "TP": 1304.0, + "n_pred": 4512.1578947368425, + "n_ref": 1661.842105263158 + }, + "9": { + "Dice": 0.1949966635869461, + "FN": 1630.2105263157894, + "FP": 159.31578947368422, + "IoU": 0.13375315320540646, + "TN": 264860.36842105264, + "TP": 809.4736842105264, + "n_pred": 968.7894736842105, + "n_ref": 2439.684210526316 + } + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1336206896551724, + "FN": 33745, + "FP": 23, + "IoU": 0.07159353348729793, + "TN": 314092, + "TP": 2604, + "n_pred": 2627, + "n_ref": 36349 + }, + "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": 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": 0.0001807337791433219, + "FN": 353, + "FP": 32839, + "IoU": 9.03750564844103e-05, + "TN": 317269, + "TP": 3, + "n_pred": 32842, + "n_ref": 356 + }, + "7": { + "Dice": 0.8062731514889113, + "FN": 2008, + "FP": 2019, + "IoU": 0.6754251632143145, + "TN": 338057, + "TP": 8380, + "n_pred": 10399, + "n_ref": 10388 + }, + "8": { + "Dice": 0.8722390645300996, + "FN": 182, + "FP": 113, + "IoU": 0.7734254992319508, + "TN": 349162, + "TP": 1007, + "n_pred": 1120, + "n_ref": 1189 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 174541, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "15": { + "Dice": 0.27153514395617206, + "FN": 24775, + "FP": 223, + "IoU": 0.15709613244765147, + "TN": 145575, + "TP": 4659, + "n_pred": 4882, + "n_ref": 29434 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.9496688683515488, + "FN": 8006, + "FP": 3447, + "IoU": 0.9041614018058124, + "TN": 55729, + "TP": 108050, + "n_pred": 111497, + "n_ref": 116056 + }, + "15": { + "Dice": 0.7799165629803118, + "FN": 5372, + "FP": 642, + "IoU": 0.6392321535692861, + "TN": 158562, + "TP": 10656, + "n_pred": 11298, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 525261, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "10": { + "Dice": 0.6976288457769939, + "FN": 702, + "FP": 841, + "IoU": 0.5356605476978634, + "TN": 522373, + "TP": 1780, + "n_pred": 2621, + "n_ref": 2482 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 537, + "IoU": 0.0, + "TN": 525159, + "TP": 0, + "n_pred": 537, + "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": 4060, + "IoU": 0.0, + "TN": 521636, + "TP": 0, + "n_pred": 4060, + "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": 0.8444557191971588, + "FN": 83801, + "FP": 3879, + "IoU": 0.7307861180451289, + "TN": 200007, + "TP": 238009, + "n_pred": 241888, + "n_ref": 321810 + }, + "7": { + "Dice": 0.5001357552961121, + "FN": 21781, + "FP": 53702, + "IoU": 0.3334540156298291, + "TN": 412451, + "TP": 37762, + "n_pred": 91464, + "n_ref": 59543 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.6961897148947509, + "FN": 13914, + "FP": 3189, + "IoU": 0.5339655031472247, + "TN": 138533, + "TP": 19596, + "n_pred": 22785, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1732, + "IoU": 0.0, + "TN": 173500, + "TP": 0, + "n_pred": 1732, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "6": { + "Dice": 0.8638784632691867, + "FN": 5751, + "FP": 7922, + "IoU": 0.7603750438135296, + "TN": 118172, + "TP": 43387, + "n_pred": 51309, + "n_ref": 49138 + }, + "7": { + "Dice": 0.679889172358928, + "FN": 8619, + "FP": 3050, + "IoU": 0.5150243132039399, + "TN": 151171, + "TP": 12392, + "n_pred": 15442, + "n_ref": 21011 + }, + "8": { + "Dice": 0.7762006610927474, + "FN": 0, + "FP": 2302, + "IoU": 0.6342548458849698, + "TN": 168938, + "TP": 3992, + "n_pred": 6294, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7418115150019391, + "FN": 20773, + "FP": 1196, + "IoU": 0.5895869528666704, + "TN": 121703, + "TP": 31560, + "n_pred": 32756, + "n_ref": 52333 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12498, + "IoU": 0.0, + "TN": 162734, + "TP": 0, + "n_pred": 12498, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9408467889955691, + "FN": 11288, + "FP": 153, + "IoU": 0.8883009362765677, + "TN": 72805, + "TP": 90986, + "n_pred": 91139, + "n_ref": 102274 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6400799822261719, + "FN": 3225, + "FP": 15, + "IoU": 0.47067472635190327, + "TN": 344343, + "TP": 2881, + "n_pred": 2896, + "n_ref": 6106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 71, + "IoU": 0.0, + "TN": 350393, + "TP": 0, + "n_pred": 71, + "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": 0.3092498849516797, + "FN": 2989, + "FP": 13, + "IoU": 0.1829069134458356, + "TN": 346790, + "TP": 672, + "n_pred": 685, + "n_ref": 3661 + }, + "6": { + "Dice": 0.8221417443907176, + "FN": 4657, + "FP": 4134, + "IoU": 0.6979971830018208, + "TN": 321355, + "TP": 20318, + "n_pred": 24452, + "n_ref": 24975 + }, + "7": { + "Dice": 0.7559131837118667, + "FN": 3741, + "FP": 25319, + "IoU": 0.6076048502525048, + "TN": 276406, + "TP": 44998, + "n_pred": 70317, + "n_ref": 48739 + }, + "8": { + "Dice": 0.6837054445750098, + "FN": 3173, + "FP": 57, + "IoU": 0.5194167534593066, + "TN": 343743, + "TP": 3491, + "n_pred": 3548, + "n_ref": 6664 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 350137, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1279, + "IoU": 0.0, + "TN": 173953, + "TP": 0, + "n_pred": 1279, + "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": 3637, + "IoU": 0.0, + "TN": 171595, + "TP": 0, + "n_pred": 3637, + "n_ref": 0 + }, + "9": { + "Dice": 0.322528797214037, + "FN": 10106, + "FP": 10, + "IoU": 0.19227083998722452, + "TN": 162708, + "TP": 2408, + "n_pred": 2418, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 419, + "FP": 17, + "IoU": 0.0, + "TN": 350028, + "TP": 0, + "n_pred": 17, + "n_ref": 419 + }, + "11": { + "Dice": 0.0, + "FN": 1713, + "FP": 0, + "IoU": 0.0, + "TN": 348751, + "TP": 0, + "n_pred": 0, + "n_ref": 1713 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 94, + "FP": 4129, + "IoU": 0.0, + "TN": 346241, + "TP": 0, + "n_pred": 4129, + "n_ref": 94 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 87, + "IoU": 0.0, + "TN": 350377, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.040119760479041915, + "FN": 6049, + "FP": 363, + "IoU": 0.020470516345860067, + "TN": 343918, + "TP": 134, + "n_pred": 497, + "n_ref": 6183 + }, + "6": { + "Dice": 0.8767977764131735, + "FN": 5994, + "FP": 9254, + "IoU": 0.7806232555462838, + "TN": 280958, + "TP": 54258, + "n_pred": 63512, + "n_ref": 60252 + }, + "7": { + "Dice": 0.0, + "FN": 76, + "FP": 463, + "IoU": 0.0, + "TN": 349925, + "TP": 0, + "n_pred": 463, + "n_ref": 76 + }, + "8": { + "Dice": 0.9825475017593244, + "FN": 195, + "FP": 53, + "IoU": 0.9656937335731083, + "TN": 343235, + "TP": 6981, + "n_pred": 7034, + "n_ref": 7176 + }, + "9": { + "Dice": 0.6866407564243866, + "FN": 8849, + "FP": 1955, + "IoU": 0.5228125966167572, + "TN": 327823, + "TP": 11837, + "n_pred": 13792, + "n_ref": 20686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 3180, + "IoU": 0.0, + "TN": 172052, + "TP": 0, + "n_pred": 3180, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5735452007730298, + "FN": 3954, + "FP": 18, + "IoU": 0.4020773746801144, + "TN": 343821, + "TP": 2671, + "n_pred": 2689, + "n_ref": 6625 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605059304599599, + "FN": 782, + "FP": 773, + "IoU": 0.9240129007036747, + "TN": 330000, + "TP": 18909, + "n_pred": 19682, + "n_ref": 19691 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 350255, + "TP": 0, + "n_pred": 209, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8771, + "IoU": 0.0, + "TN": 166461, + "TP": 0, + "n_pred": 8771, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0282172373081464, + "FN": 15962, + "FP": 500, + "IoU": 0.014310520328124065, + "TN": 158531, + "TP": 239, + "n_pred": 739, + "n_ref": 16201 + }, + "6": { + "Dice": 0.8886001087345683, + "FN": 1927, + "FP": 6474, + "IoU": 0.799532297706827, + "TN": 133325, + "TP": 33506, + "n_pred": 39980, + "n_ref": 35433 + }, + "7": { + "Dice": 0.2857142857142857, + "FN": 3263, + "FP": 1027, + "IoU": 0.16666666666666666, + "TN": 170084, + "TP": 858, + "n_pred": 1885, + "n_ref": 4121 + }, + "8": { + "Dice": 0.8455764075067024, + "FN": 532, + "FP": 44, + "IoU": 0.7324663260566652, + "TN": 173079, + "TP": 1577, + "n_pred": 1621, + "n_ref": 2109 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 175037, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1431079894644425, + "FN": 1952, + "FP": 0, + "IoU": 0.07706855791962175, + "TN": 523581, + "TP": 163, + "n_pred": 163, + "n_ref": 2115 + }, + "10": { + "Dice": 0.517566409597258, + "FN": 1118, + "FP": 8, + "IoU": 0.3491329479768786, + "TN": 523966, + "TP": 604, + "n_pred": 612, + "n_ref": 1722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 2775, + "IoU": 0.0, + "TN": 522921, + "TP": 0, + "n_pred": 2775, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7684654183652319, + "FN": 6696, + "FP": 3357, + "IoU": 0.6239901256732495, + "TN": 498960, + "TP": 16683, + "n_pred": 20040, + "n_ref": 23379 + }, + "7": { + "Dice": 0.9606287291220778, + "FN": 1484, + "FP": 9958, + "IoU": 0.9242402171753956, + "TN": 374666, + "TP": 139588, + "n_pred": 149546, + "n_ref": 141072 + }, + "8": { + "Dice": 0.6035613870665417, + "FN": 2717, + "FP": 7435, + "IoU": 0.43221476510067114, + "TN": 507816, + "TP": 7728, + "n_pred": 15163, + "n_ref": 10445 + }, + "9": { + "Dice": 0.0, + "FN": 173, + "FP": 540, + "IoU": 0.0, + "TN": 524983, + "TP": 0, + "n_pred": 540, + "n_ref": 173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3896519285042333, + "FN": 64839, + "FP": 41, + "IoU": 0.24196751957004323, + "TN": 89642, + "TP": 20710, + "n_pred": 20751, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 495, + "IoU": 0.0, + "TN": 174737, + "TP": 0, + "n_pred": 495, + "n_ref": 0 + }, + "7": { + "Dice": 0.20237087214225233, + "FN": 1884, + "FP": 0, + "IoU": 0.1125765426283561, + "TN": 173109, + "TP": 239, + "n_pred": 239, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 47314, + "IoU": 0.0, + "TN": 127918, + "TP": 0, + "n_pred": 47314, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.21022846363445818, + "FN": 2306, + "FP": 5230, + "IoU": 0.11746106101417028, + "TN": 166693, + "TP": 1003, + "n_pred": 6233, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 448, + "IoU": 0.0, + "TN": 174784, + "TP": 0, + "n_pred": 448, + "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": 89, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8024082754161952, + "FN": 192, + "FP": 4698, + "IoU": 0.6700182198528916, + "TN": 160413, + "TP": 9929, + "n_pred": 14627, + "n_ref": 10121 + }, + "7": { + "Dice": 0.8614483815607132, + "FN": 11561, + "FP": 3536, + "IoU": 0.7566177655972917, + "TN": 113202, + "TP": 46933, + "n_pred": 50469, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0361.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": 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": 35, + "IoU": 0.0, + "TN": 525661, + "TP": 0, + "n_pred": 35, + "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": 0.9706845405507825, + "FN": 9902, + "FP": 0, + "IoU": 0.9430389212945386, + "TN": 351858, + "TP": 163936, + "n_pred": 163936, + "n_ref": 173838 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9133, + "IoU": 0.0, + "TN": 516563, + "TP": 0, + "n_pred": 9133, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "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": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9443347808922227, + "FN": 1693, + "FP": 14381, + "IoU": 0.8945400149588631, + "TN": 22814, + "TP": 136344, + "n_pred": 150725, + "n_ref": 138037 + }, + "7": { + "Dice": 0.6649076517150396, + "FN": 762, + "FP": 0, + "IoU": 0.4980237154150198, + "TN": 173714, + "TP": 756, + "n_pred": 756, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.16081042788325306, + "FN": 11846, + "FP": 0, + "IoU": 0.08743548262845698, + "TN": 162251, + "TP": 1135, + "n_pred": 1135, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.2603283015661229, + "FN": 1947.1543859649123, + "FP": 1920.7228070175438, + "IoU": 0.21442991068458273, + "TN": 259807.8245614035, + "TP": 3783.6666666666665, + "n_pred": 5704.389473684211, + "n_ref": 5730.82105263158 + }, + "mean": { + "1": { + "Dice": 0.34296102627170183, + "FN": 283.5263157894737, + "FP": 1492.6315789473683, + "IoU": 0.3183697520720262, + "TN": 259736.73684210525, + "TP": 5946.473684210527, + "n_pred": 7439.105263157895, + "n_ref": 6230.0 + }, + "10": { + "Dice": 0.11892774396314602, + "FN": 1071.3157894736842, + "FP": 1062.5263157894738, + "IoU": 0.08906097254323471, + "TN": 264781.3157894737, + "TP": 544.2105263157895, + "n_pred": 1606.7368421052631, + "n_ref": 1615.5263157894738 + }, + "11": { + "Dice": 0.0, + "FN": 27.210526315789473, + "FP": 0.0, + "IoU": 0.0, + "TN": 267432.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 27.210526315789473 + }, + "12": { + "Dice": 0.0, + "FN": 13.526315789473685, + "FP": 0.0, + "IoU": 0.0, + "TN": 267445.84210526315, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 13.526315789473685 + }, + "13": { + "Dice": 0.14790952965187892, + "FN": 2520.7368421052633, + "FP": 909.421052631579, + "IoU": 0.10057504149536034, + "TN": 262983.8947368421, + "TP": 1045.3157894736842, + "n_pred": 1954.7368421052631, + "n_ref": 3566.0526315789475 + }, + "14": { + "Dice": 0.4104120598992925, + "FN": 9568.368421052632, + "FP": 726.578947368421, + "IoU": 0.338365310628733, + "TN": 253383.57894736843, + "TP": 3780.842105263158, + "n_pred": 4507.421052631579, + "n_ref": 13349.21052631579 + }, + "15": { + "Dice": 0.2646871745887092, + "FN": 656.2631578947369, + "FP": 607.3684210526316, + "IoU": 0.20619984419974743, + "TN": 265461.3157894737, + "TP": 734.421052631579, + "n_pred": 1341.7894736842106, + "n_ref": 1390.6842105263158 + }, + "2": { + "Dice": 0.35940320123723496, + "FN": 2017.421052631579, + "FP": 1246.0526315789473, + "IoU": 0.30229262101648285, + "TN": 261721.57894736843, + "TP": 2474.315789473684, + "n_pred": 3720.3684210526317, + "n_ref": 4491.736842105263 + }, + "3": { + "Dice": 0.33743204872826055, + "FN": 2799.3684210526317, + "FP": 1595.0, + "IoU": 0.29356402968400525, + "TN": 257072.63157894736, + "TP": 5992.368421052632, + "n_pred": 7587.368421052632, + "n_ref": 8791.736842105263 + }, + "4": { + "Dice": 0.0008217409168280801, + "FN": 3482.3684210526317, + "FP": 0.0, + "IoU": 0.00041137752703338036, + "TN": 263975.5263157895, + "TP": 1.4736842105263157, + "n_pred": 1.4736842105263157, + "n_ref": 3483.842105263158 + }, + "5": { + "Dice": 0.2865717715657692, + "FN": 224.47368421052633, + "FP": 44.421052631578945, + "IoU": 0.20084134615384616, + "TN": 267014.5789473684, + "TP": 175.89473684210526, + "n_pred": 220.31578947368422, + "n_ref": 400.36842105263156 + }, + "6": { + "Dice": 0.5942884736484462, + "FN": 1406.9473684210527, + "FP": 12402.947368421053, + "IoU": 0.5204283186708101, + "TN": 230640.31578947368, + "TP": 23009.157894736843, + "n_pred": 35412.10526315789, + "n_ref": 24416.105263157893 + }, + "7": { + "Dice": 0.3027658408081564, + "FN": 2562.0, + "FP": 7481.315789473684, + "IoU": 0.25145928531533335, + "TN": 247772.7894736842, + "TP": 9643.263157894737, + "n_pred": 17124.57894736842, + "n_ref": 12205.263157894737 + }, + "8": { + "Dice": 0.19032127505440255, + "FN": 1471.7368421052631, + "FP": 618.578947368421, + "IoU": 0.16609439504322573, + "TN": 264191.36842105264, + "TP": 1177.6842105263158, + "n_pred": 1796.2631578947369, + "n_ref": 2649.4210526315787 + }, + "9": { + "Dice": 0.5484226371580172, + "FN": 1102.0526315789473, + "FP": 624.0, + "IoU": 0.428786365918903, + "TN": 263503.7368421053, + "TP": 2229.5789473684213, + "n_pred": 2853.5789473684213, + "n_ref": 3331.6315789473683 + } + }, + "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": 0.8727871552079045, + "FN": 333, + "FP": 10791, + "IoU": 0.7742878013148283, + "TN": 125948, + "TP": 38160, + "n_pred": 48951, + "n_ref": 38493 + }, + "15": { + "Dice": 0.7447666602650278, + "FN": 2558, + "FP": 6745, + "IoU": 0.5933292533659731, + "TN": 152356, + "TP": 13573, + "n_pred": 20318, + "n_ref": 16131 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1065, + "IoU": 0.0, + "TN": 174167, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.3182948490230906, + "FN": 0, + "FP": 1919, + "IoU": 0.189269117025771, + "TN": 172865, + "TP": 448, + "n_pred": 2367, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96841881853555, + "FN": 3880, + "FP": 584, + "IoU": 0.9387713113967109, + "TN": 277557, + "TP": 68443, + "n_pred": 69027, + "n_ref": 72323 + }, + "10": { + "Dice": 0.7848865282472236, + "FN": 1169, + "FP": 613, + "IoU": 0.6459368170077489, + "TN": 345431, + "TP": 3251, + "n_pred": 3864, + "n_ref": 4420 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 383, + "IoU": 0.0, + "TN": 350081, + "TP": 0, + "n_pred": 383, + "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": 2735, + "IoU": 0.0, + "TN": 347729, + "TP": 0, + "n_pred": 2735, + "n_ref": 0 + }, + "3": { + "Dice": 0.9020620589047037, + "FN": 4098, + "FP": 870, + "IoU": 0.8215965813193522, + "TN": 322617, + "TP": 22879, + "n_pred": 23749, + "n_ref": 26977 + }, + "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": 0.8929765886287625, + "FN": 122, + "FP": 6, + "IoU": 0.8066465256797583, + "TN": 349802, + "TP": 534, + "n_pred": 540, + "n_ref": 656 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1535, + "IoU": 0.0, + "TN": 348929, + "TP": 0, + "n_pred": 1535, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3413, + "IoU": 0.0, + "TN": 347051, + "TP": 0, + "n_pred": 3413, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 517, + "FP": 0, + "IoU": 0.0, + "TN": 349947, + "TP": 0, + "n_pred": 0, + "n_ref": 517 + }, + "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": 213, + "IoU": 0.0, + "TN": 350251, + "TP": 0, + "n_pred": 213, + "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": 0.33833692502043544, + "FN": 17541, + "FP": 267, + "IoU": 0.20361343410402039, + "TN": 328103, + "TP": 4553, + "n_pred": 4820, + "n_ref": 22094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16978, + "IoU": 0.0, + "TN": 333486, + "TP": 0, + "n_pred": 16978, + "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": 0.8091485636545314, + "FN": 8219, + "FP": 57294, + "IoU": 0.6794706198933411, + "TN": 146074, + "TP": 138877, + "n_pred": 196171, + "n_ref": 147096 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3449, + "IoU": 0.0, + "TN": 347015, + "TP": 0, + "n_pred": 3449, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6570306362922231, + "FN": 2112, + "FP": 71, + "IoU": 0.48923724847917643, + "TN": 346190, + "TP": 2091, + "n_pred": 2162, + "n_ref": 4203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.05592361652377241, + "FN": 9643, + "FP": 47, + "IoU": 0.028766162172997895, + "TN": 340487, + "TP": 287, + "n_pred": 334, + "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": 0.6882616693492757, + "FN": 4459, + "FP": 6387, + "IoU": 0.5246943336693106, + "TN": 327645, + "TP": 11973, + "n_pred": 18360, + "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": 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": 0.2041129943502825, + "FN": 8640, + "FP": 8969, + "IoU": 0.11365581114410832, + "TN": 330597, + "TP": 2258, + "n_pred": 11227, + "n_ref": 10898 + }, + "9": { + "Dice": 0.4843243243243243, + "FN": 9892, + "FP": 125, + "IoU": 0.3195435092724679, + "TN": 335743, + "TP": 4704, + "n_pred": 4829, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 175101, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "6": { + "Dice": 0.8373250388802488, + "FN": 521, + "FP": 2, + "IoU": 0.7201712145532371, + "TN": 173363, + "TP": 1346, + "n_pred": 1348, + "n_ref": 1867 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.4673950388236103, + "FN": 7122, + "FP": 8380, + "IoU": 0.30496771879483503, + "TN": 152928, + "TP": 6802, + "n_pred": 15182, + "n_ref": 13924 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2522093049402982, + "FN": 24982, + "FP": 8273, + "IoU": 0.14430177804081, + "TN": 136369, + "TP": 5608, + "n_pred": 13881, + "n_ref": 30590 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8211462450592886, + "FN": 258, + "FP": 104, + "IoU": 0.6965632858340318, + "TN": 174039, + "TP": 831, + "n_pred": 935, + "n_ref": 1089 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0024652227504842403, + "FN": 22660, + "FP": 0, + "IoU": 0.001234132581100141, + "TN": 152544, + "TP": 28, + "n_pred": 28, + "n_ref": 22688 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6907703253347132, + "FN": 488, + "FP": 4293, + "IoU": 0.5276158482363403, + "TN": 165111, + "TP": 5340, + "n_pred": 9633, + "n_ref": 5828 + }, + "7": { + "Dice": 0.49452833888997844, + "FN": 8220, + "FP": 4667, + "IoU": 0.32848731176072116, + "TN": 156041, + "TP": 6304, + "n_pred": 10971, + "n_ref": 14524 + }, + "8": { + "Dice": 0.0, + "FN": 10568, + "FP": 0, + "IoU": 0.0, + "TN": 164664, + "TP": 0, + "n_pred": 0, + "n_ref": 10568 + }, + "9": { + "Dice": 0.755695727928365, + "FN": 2943, + "FP": 8134, + "IoU": 0.6073239037186714, + "TN": 147023, + "TP": 17132, + "n_pred": 25266, + "n_ref": 20075 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21475, + "IoU": 0.0, + "TN": 504221, + "TP": 0, + "n_pred": 21475, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1854, + "IoU": 0.0, + "TN": 523842, + "TP": 0, + "n_pred": 1854, + "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": 257, + "FP": 0, + "IoU": 0.0, + "TN": 525439, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 1546, + "FP": 785, + "IoU": 0.0, + "TN": 523365, + "TP": 0, + "n_pred": 785, + "n_ref": 1546 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 675, + "IoU": 0.0, + "TN": 525021, + "TP": 0, + "n_pred": 675, + "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": 25652, + "FP": 0, + "IoU": 0.0, + "TN": 500044, + "TP": 0, + "n_pred": 0, + "n_ref": 25652 + }, + "5": { + "Dice": 0.5731435431315384, + "FN": 4265, + "FP": 713, + "IoU": 0.4016826923076923, + "TN": 517376, + "TP": 3342, + "n_pred": 4055, + "n_ref": 7607 + }, + "6": { + "Dice": 0.4729181952680515, + "FN": 4613, + "FP": 83027, + "IoU": 0.30968753199902327, + "TN": 398739, + "TP": 39317, + "n_pred": 122344, + "n_ref": 43930 + }, + "7": { + "Dice": 0.43111338121397225, + "FN": 11189, + "FP": 97961, + "IoU": 0.2747893799665134, + "TN": 375188, + "TP": 41358, + "n_pred": 139319, + "n_ref": 52547 + }, + "8": { + "Dice": 0.9378146559761328, + "FN": 400, + "FP": 2268, + "IoU": 0.8829105591152462, + "TN": 502910, + "TP": 20118, + "n_pred": 22386, + "n_ref": 20518 + }, + "9": { + "Dice": 0.003894080996884735, + "FN": 1952, + "FP": 606, + "IoU": 0.0019508388607101053, + "TN": 523133, + "TP": 5, + "n_pred": 611, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 1964, + "FP": 0, + "IoU": 0.0, + "TN": 348500, + "TP": 0, + "n_pred": 0, + "n_ref": 1964 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 78, + "FP": 0, + "IoU": 0.0, + "TN": 350386, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651952648240938, + "FN": 6901, + "FP": 4192, + "IoU": 0.932731782156003, + "TN": 185557, + "TP": 153814, + "n_pred": 158006, + "n_ref": 160715 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 847, + "IoU": 0.0, + "TN": 349617, + "TP": 0, + "n_pred": 847, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 0.8332995198485156, + "FN": 11232, + "FP": 1093, + "IoU": 0.7142360306051472, + "TN": 482566, + "TP": 30805, + "n_pred": 31898, + "n_ref": 42037 + }, + "15": { + "Dice": 0.04929486350109975, + "FN": 9911, + "FP": 4785, + "IoU": 0.02527027923326922, + "TN": 510619, + "TP": 381, + "n_pred": 5166, + "n_ref": 10292 + }, + "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": 990, + "IoU": 0.0, + "TN": 524706, + "TP": 0, + "n_pred": 990, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 525484, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 8355, + "FP": 0, + "IoU": 0.0, + "TN": 517341, + "TP": 0, + "n_pred": 0, + "n_ref": 8355 + }, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8228317272053373, + "FN": 239, + "FP": 0, + "IoU": 0.698992443324937, + "TN": 349670, + "TP": 555, + "n_pred": 555, + "n_ref": 794 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3483, + "IoU": 0.0, + "TN": 346981, + "TP": 0, + "n_pred": 3483, + "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": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": 0.02767877541695225, + "FN": 170234, + "FP": 0, + "IoU": 0.014033604197918416, + "TN": 177807, + "TP": 2423, + "n_pred": 2423, + "n_ref": 172657 + }, + "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": 17149, + "IoU": 0.0, + "TN": 333315, + "TP": 0, + "n_pred": 17149, + "n_ref": 0 + }, + "3": { + "Dice": 0.7850981847365991, + "FN": 49090, + "FP": 715, + "IoU": 0.6462235671006741, + "TN": 209683, + "TP": 90976, + "n_pred": 91691, + "n_ref": 140066 + }, + "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": 51420, + "IoU": 0.0, + "TN": 299044, + "TP": 0, + "n_pred": 51420, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22553, + "IoU": 0.0, + "TN": 327911, + "TP": 0, + "n_pred": 22553, + "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_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9347302845816226, + "FN": 266, + "FP": 195, + "IoU": 0.87745879851143, + "TN": 171470, + "TP": 3301, + "n_pred": 3496, + "n_ref": 3567 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637305699481865, + "FN": 225, + "FP": 97, + "IoU": 0.93, + "TN": 170632, + "TP": 4278, + "n_pred": 4375, + "n_ref": 4503 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 175108, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1443, + "IoU": 0.0, + "TN": 173789, + "TP": 0, + "n_pred": 1443, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.43053753915271936, + "FN": 1264, + "FP": 16735, + "IoU": 0.2743216546385518, + "TN": 150429, + "TP": 6804, + "n_pred": 23539, + "n_ref": 8068 + }, + "7": { + "Dice": 0.5829338446788112, + "FN": 0, + "FP": 2610, + "IoU": 0.41136671177266576, + "TN": 170798, + "TP": 1824, + "n_pred": 4434, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 175094, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.026086157802884175, + "FN": 10280, + "FP": 323, + "IoU": 0.013215449046067938, + "TN": 164487, + "TP": 142, + "n_pred": 465, + "n_ref": 10422 + }, + "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": 0.0, + "FN": 0, + "FP": 1323, + "IoU": 0.0, + "TN": 173909, + "TP": 0, + "n_pred": 1323, + "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": 17853, + "FP": 0, + "IoU": 0.0, + "TN": 157379, + "TP": 0, + "n_pred": 0, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471389036424118, + "FN": 3074, + "FP": 708, + "IoU": 0.8995858113848768, + "TN": 137568, + "TP": 33882, + "n_pred": 34590, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 8101, + "IoU": 0.0, + "TN": 164100, + "TP": 0, + "n_pred": 8101, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524376644327274, + "FN": 1268, + "FP": 3125, + "IoU": 0.909194261854562, + "TN": 126854, + "TP": 43985, + "n_pred": 47110, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9280469897209985, + "FN": 18, + "FP": 31, + "IoU": 0.8657534246575342, + "TN": 174867, + "TP": 316, + "n_pred": 347, + "n_ref": 334 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 174734, + "TP": 0, + "n_pred": 498, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0396356474643033, + "FN": 383, + "FP": 15221, + "IoU": 0.02021851061157855, + "TN": 159306, + "TP": 322, + "n_pred": 15543, + "n_ref": 705 + }, + "7": { + "Dice": 0.9091226281816658, + "FN": 26098, + "FP": 469, + "IoU": 0.8333866405774742, + "TN": 15779, + "TP": 132886, + "n_pred": 133355, + "n_ref": 158984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 2394, + "IoU": 0.0, + "TN": 348070, + "TP": 0, + "n_pred": 2394, + "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": 0.3646286347744521, + "FN": 6549, + "FP": 902, + "IoU": 0.22296381270205443, + "TN": 340875, + "TP": 2138, + "n_pred": 3040, + "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": 0.781012155236533, + "FN": 20266, + "FP": 1227, + "IoU": 0.6407054496823805, + "TN": 290644, + "TP": 38327, + "n_pred": 39554, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11700, + "IoU": 0.0, + "TN": 338764, + "TP": 0, + "n_pred": 11700, + "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": 0.9750616356120944, + "FN": 1044, + "FP": 1677, + "IoU": 0.9513368505767683, + "TN": 294549, + "TP": 53194, + "n_pred": 54871, + "n_ref": 54238 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8411684162482884, + "FN": 4040, + "FP": 2920, + "IoU": 0.7258763292634896, + "TN": 325074, + "TP": 18430, + "n_pred": 21350, + "n_ref": 22470 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964507/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.27223521591791516, + "FN": 2050.1790253411305, + "FP": 2245.065730994152, + "IoU": 0.2252048650590462, + "TN": 292916.6506042885, + "TP": 4474.074230019494, + "n_pred": 6719.139961013645, + "n_ref": 6524.253255360623 + }, + "mean": { + "1": { + "Dice": 0.2871127611426127, + "FN": 3298.0771929824564, + "FP": 656.3005847953216, + "IoU": 0.24312504270114416, + "TN": 294596.96783625724, + "TP": 3134.623976608187, + "n_pred": 3790.9245614035085, + "n_ref": 6432.701169590643 + }, + "10": { + "Dice": 0.22482353967163338, + "FN": 1408.3713450292396, + "FP": 982.8426900584797, + "IoU": 0.16737250330135214, + "TN": 298377.9877192982, + "TP": 916.7678362573099, + "n_pred": 1899.6105263157892, + "n_ref": 2325.1391812865495 + }, + "11": { + "Dice": 0.0, + "FN": 180.32748538011694, + "FP": 0.0, + "IoU": 0.0, + "TN": 301505.64210526313, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 180.32748538011694 + }, + "12": { + "Dice": 0.0, + "FN": 76.43157894736842, + "FP": 0.0, + "IoU": 0.0, + "TN": 301609.5380116959, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 76.43157894736842 + }, + "13": { + "Dice": 0.15194866357634917, + "FN": 1841.4625730994153, + "FP": 1103.5801169590645, + "IoU": 0.10360460898849119, + "TN": 298105.14385964914, + "TP": 635.7830409356725, + "n_pred": 1739.363157894737, + "n_ref": 2477.245614035088 + }, + "14": { + "Dice": 0.3534568754540546, + "FN": 2972.3602339181284, + "FP": 3656.879532163742, + "IoU": 0.30896885327992357, + "TN": 292178.99005847954, + "TP": 2877.739766081871, + "n_pred": 6534.619298245614, + "n_ref": 5850.1 + }, + "15": { + "Dice": 0.17651700746469118, + "FN": 1891.2192982456138, + "FP": 956.9380116959064, + "IoU": 0.12612580513133562, + "TN": 298193.86257309944, + "TP": 643.9497076023392, + "n_pred": 1600.8877192982459, + "n_ref": 2535.1690058479535 + }, + "2": { + "Dice": 0.2851700658094139, + "FN": 1222.9345029239767, + "FP": 3130.929239766082, + "IoU": 0.2416563522027099, + "TN": 293430.15438596497, + "TP": 3901.951461988304, + "n_pred": 7032.880701754386, + "n_ref": 5124.8859649122805 + }, + "3": { + "Dice": 0.36277091174765935, + "FN": 1823.4362573099418, + "FP": 722.1116959064327, + "IoU": 0.33099462019065923, + "TN": 294829.50467836263, + "TP": 4310.916959064327, + "n_pred": 5033.02865497076, + "n_ref": 6134.353216374269 + }, + "4": { + "Dice": 0.066702331340036, + "FN": 887.433918128655, + "FP": 419.0309941520468, + "IoU": 0.04751452546134703, + "TN": 300241.5959064328, + "TP": 137.90877192982458, + "n_pred": 556.9397660818714, + "n_ref": 1025.3426900584795 + }, + "5": { + "Dice": 0.26609116170630237, + "FN": 592.1327485380117, + "FP": 157.83333333333334, + "IoU": 0.1869705014731418, + "TN": 300637.250877193, + "TP": 298.7526315789474, + "n_pred": 456.5859649122807, + "n_ref": 890.8853801169591 + }, + "6": { + "Dice": 0.6292753853775569, + "FN": 5701.188304093567, + "FP": 12929.855555555556, + "IoU": 0.552109916395491, + "TN": 250794.86140350875, + "TP": 32260.064327485383, + "n_pred": 45189.91988304094, + "n_ref": 37961.252631578944 + }, + "7": { + "Dice": 0.31622164697791055, + "FN": 5629.721637426901, + "FP": 7187.943859649124, + "IoU": 0.258035710385948, + "TN": 275784.8040935673, + "TP": 13083.5, + "n_pred": 20271.443859649124, + "n_ref": 18713.221637426897 + }, + "8": { + "Dice": 0.4884203065697784, + "FN": 2052.495906432749, + "FP": 1020.523976608187, + "IoU": 0.4387767386143199, + "TN": 295816.09649122803, + "TP": 2796.853216374269, + "n_pred": 3817.3771929824557, + "n_ref": 4849.349122807018 + }, + "9": { + "Dice": 0.47501758193072907, + "FN": 1175.0923976608187, + "FP": 751.2163742690058, + "IoU": 0.3728177977598285, + "TN": 297647.35906432744, + "TP": 2112.301754385965, + "n_pred": 2863.518128654971, + "n_ref": 3287.394152046784 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_004/summary.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38454439625b7333be60998a705bbc7bbe004188 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5600911069896709, + "FN": 39144.024, + "FP": 30122.347999999998, + "IoU": 0.4566822483051034, + "TN": 96240247.96133333, + "TP": 147446.50666666668, + "n_pred": 177568.85466666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8413866377530421, + "FN": 32464.02, + "FP": 19174.92, + "IoU": 0.754932557590016, + "TN": 96243497.78, + "TP": 161824.12, + "n_pred": 180999.04, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5682059586827353, + "FN": 33695.42, + "FP": 19567.86, + "IoU": 0.4212362209888863, + "TN": 96363170.42, + "TP": 40527.14, + "n_pred": 60095.0, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4247845006907429, + "FN": 36940.28, + "FP": 14121.5, + "IoU": 0.2874700430522501, + "TN": 96384981.2, + "TP": 20917.86, + "n_pred": 35039.36, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6635229794197893, + "FN": 45001.56, + "FP": 33428.06, + "IoU": 0.5576527258507787, + "TN": 96285174.64, + "TP": 93356.58, + "n_pred": 126784.64, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6122828842067828, + "FN": 18941.68, + "FP": 15917.98, + "IoU": 0.48165024091126196, + "TN": 96386995.82, + "TP": 35105.36, + "n_pred": 51023.34, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5700677380806928, + "FN": 79246.34, + "FP": 21150.32, + "IoU": 0.4258482184342713, + "TN": 96278968.82, + "TP": 77595.36, + "n_pred": 98745.68, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7134370066965988, + "FN": 25401.66, + "FP": 80725.18, + "IoU": 0.5679360343298869, + "TN": 96212833.08, + "TP": 138000.92, + "n_pred": 218726.1, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.34411389142032767, + "FN": 19704.14, + "FP": 1625.8, + "IoU": 0.2432490470684093, + "TN": 96428757.54, + "TP": 6873.36, + "n_pred": 8499.16, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.4839042179115363, + "FN": 11339.82, + "FP": 1629.32, + "IoU": 0.3484864512263065, + "TN": 96438179.36, + "TP": 5812.34, + "n_pred": 7441.66, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9206320769919167, + "FN": 105066.28, + "FP": 123988.82, + "IoU": 0.8583557374853555, + "TN": 94973748.4, + "TP": 1254157.34, + "n_pred": 1378146.16, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5849634102108656, + "FN": 138834.92, + "FP": 96324.6, + "IoU": 0.4409994003485857, + "TN": 96021711.58, + "TP": 200089.74, + "n_pred": 296414.34, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8860020152539267, + "FN": 15287.2, + "FP": 11915.54, + "IoU": 0.7990079153667093, + "TN": 96312676.12, + "TP": 117081.98, + "n_pred": 128997.52, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7880632875261074, + "FN": 17300.0, + "FP": 12265.32, + "IoU": 0.6634091319238329, + "TN": 96367040.02, + "TP": 60355.5, + "n_pred": 72620.82, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8847261628406844, + "FN": 10368, + "FP": 11084, + "IoU": 0.7932815541465107, + "TN": 119489546, + "TP": 82322, + "n_pred": 93406, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5971098749743176, + "FN": 36101, + "FP": 16844, + "IoU": 0.42562839692337734, + "TN": 119501141, + "TP": 39234, + "n_pred": 56078, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4174060349391212, + "FN": 33045, + "FP": 21981, + "IoU": 0.263748026439027, + "TN": 119518582, + "TP": 19712, + "n_pred": 41693, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3285533151184577, + "FN": 198122, + "FP": 3639, + "IoU": 0.19656822924133097, + "TN": 119342196, + "TP": 49363, + "n_pred": 53002, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 160601, + "IoU": 0.0, + "TN": 119399856, + "TP": 0, + "n_pred": 160601, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6008481583744759, + "FN": 78670, + "FP": 3875, + "IoU": 0.4294374209424011, + "TN": 119448647, + "TP": 62128, + "n_pred": 66003, + "n_ref": 140798 + }, + "3": { + "Dice": 0.771590569417214, + "FN": 6464, + "FP": 90581, + "IoU": 0.6281216589579206, + "TN": 119332361, + "TP": 163914, + "n_pred": 254495, + "n_ref": 170378 + }, + "4": { + "Dice": 0.06172993465356413, + "FN": 75229, + "FP": 9, + "IoU": 0.031847953366875556, + "TN": 119515607, + "TP": 2475, + "n_pred": 2484, + "n_ref": 77704 + }, + "5": { + "Dice": 0.005730424460726127, + "FN": 64054, + "FP": 8819, + "IoU": 0.0028734452608677806, + "TN": 119520237, + "TP": 210, + "n_pred": 9029, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9552956413735184, + "FN": 49004, + "FP": 57030, + "IoU": 0.9144172066339297, + "TN": 118354356, + "TP": 1132930, + "n_pred": 1189960, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 193286, + "IoU": 0.0, + "TN": 119400034, + "TP": 0, + "n_pred": 193286, + "n_ref": 0 + }, + "8": { + "Dice": 0.8840523672060524, + "FN": 36147, + "FP": 29524, + "IoU": 0.7921987925120559, + "TN": 119277292, + "TP": 250357, + "n_pred": 279881, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8022915040572581, + "FN": 22056, + "FP": 4794, + "IoU": 0.6698554003541216, + "TN": 119511992, + "TP": 54478, + "n_pred": 59272, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9333246065445462, + "FN": 17444, + "FP": 7005, + "IoU": 0.8749846600670866, + "TN": 72630092, + "TP": 171119, + "n_pred": 178124, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5085825663492737, + "FN": 25267, + "FP": 58186, + "IoU": 0.3410061830270774, + "TN": 72699023, + "TP": 43184, + "n_pred": 101370, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5482459575896603, + "FN": 25686, + "FP": 14685, + "IoU": 0.3776438305481902, + "TN": 72760792, + "TP": 24497, + "n_pred": 39182, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8053824696987582, + "FN": 12068, + "FP": 19259, + "IoU": 0.6741760013312947, + "TN": 72729513, + "TP": 64820, + "n_pred": 84079, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7023082650781832, + "FN": 14185, + "FP": 9803, + "IoU": 0.5411980720679367, + "TN": 72773376, + "TP": 28296, + "n_pred": 38099, + "n_ref": 42481 + }, + "2": { + "Dice": 0.5201512963641458, + "FN": 87574, + "FP": 1484, + "IoU": 0.35148951043858817, + "TN": 72688333, + "TP": 48269, + "n_pred": 49753, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7285784195227791, + "FN": 3575, + "FP": 88495, + "IoU": 0.5730423572402408, + "TN": 72610018, + "TP": 123572, + "n_pred": 212067, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6589163975601005, + "FN": 13237, + "FP": 1022, + "IoU": 0.4913313356164384, + "TN": 72797628, + "TP": 13773, + "n_pred": 14795, + "n_ref": 27010 + }, + "5": { + "Dice": 0.4365280289330922, + "FN": 6225, + "FP": 7, + "IoU": 0.27920425630349294, + "TN": 72817014, + "TP": 2414, + "n_pred": 2421, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9159690314876827, + "FN": 78639, + "FP": 128537, + "IoU": 0.8449657418410506, + "TN": 71489336, + "TP": 1129148, + "n_pred": 1257685, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7399549657832579, + "FN": 71121, + "FP": 46792, + "IoU": 0.5872448568818194, + "TN": 72539987, + "TP": 167760, + "n_pred": 214552, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9211871337058744, + "FN": 4124, + "FP": 5128, + "IoU": 0.8538896434098734, + "TN": 72762338, + "TP": 54070, + "n_pred": 59198, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8141345442451146, + "FN": 18013, + "FP": 9370, + "IoU": 0.686531967260031, + "TN": 72738305, + "TP": 59972, + "n_pred": 69342, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410599505190687, + "FN": 25351, + "FP": 4047, + "IoU": 0.8886810457120354, + "TN": 71545400, + "TP": 234690, + "n_pred": 238737, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6993826005612722, + "FN": 37645, + "FP": 10559, + "IoU": 0.5377312350758077, + "TN": 71705211, + "TP": 56073, + "n_pred": 66632, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.23788681382206858, + "FN": 53819, + "FP": 10780, + "IoU": 0.1350008703686346, + "TN": 71734807, + "TP": 10082, + "n_pred": 20862, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7578604991631656, + "FN": 202258, + "FP": 2169, + "IoU": 0.6101251096616699, + "TN": 71285148, + "TP": 319913, + "n_pred": 322082, + "n_ref": 522171 + }, + "15": { + "Dice": 0.25371648398383884, + "FN": 154414, + "FP": 4, + "IoU": 0.14528939983505565, + "TN": 71628821, + "TP": 26249, + "n_pred": 26253, + "n_ref": 180663 + }, + "2": { + "Dice": 0.21797831578692903, + "FN": 128840, + "FP": 558, + "IoU": 0.12232079874111455, + "TN": 71662056, + "TP": 18034, + "n_pred": 18592, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7067129429591773, + "FN": 9168, + "FP": 136769, + "IoU": 0.5464470854415037, + "TN": 71487724, + "TP": 175827, + "n_pred": 312596, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6912076687357587, + "FN": 5178, + "FP": 2682, + "IoU": 0.5281263132616918, + "TN": 71792831, + "TP": 8797, + "n_pred": 11479, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7596649149279359, + "FN": 3043, + "FP": 1576, + "IoU": 0.6124674888832956, + "TN": 71797569, + "TP": 7300, + "n_pred": 8876, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9634315510969731, + "FN": 49453, + "FP": 41547, + "IoU": 0.9294432529916836, + "TN": 70519746, + "TP": 1198742, + "n_pred": 1240289, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6978375811886619, + "FN": 83756, + "FP": 47342, + "IoU": 0.5359067126400974, + "TN": 71527006, + "TP": 151384, + "n_pred": 198726, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9203855403338896, + "FN": 8710, + "FP": 3837, + "IoU": 0.8525131653187888, + "TN": 71724416, + "TP": 72525, + "n_pred": 76362, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8591412815588717, + "FN": 15010, + "FP": 8975, + "IoU": 0.7530654476943509, + "TN": 71712357, + "TP": 73146, + "n_pred": 82121, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9121236656616183, + "FN": 30568, + "FP": 4814, + "IoU": 0.8384442577440093, + "TN": 135226502, + "TP": 183626, + "n_pred": 188440, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6781830759827792, + "FN": 34648, + "FP": 13267, + "IoU": 0.5130688400642264, + "TN": 135347108, + "TP": 50487, + "n_pred": 63754, + "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": 0.5596813414688726, + "FN": 21815, + "FP": 7700, + "IoU": 0.3885816087668055, + "TN": 135397237, + "TP": 18758, + "n_pred": 26458, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8919011172692883, + "FN": 16287, + "FP": 14432, + "IoU": 0.8048930751300437, + "TN": 135288063, + "TP": 126728, + "n_pred": 141160, + "n_ref": 143015 + }, + "15": { + "Dice": 0.49063550314129284, + "FN": 30643, + "FP": 12246, + "IoU": 0.3250609804075852, + "TN": 135381965, + "TP": 20656, + "n_pred": 32902, + "n_ref": 51299 + }, + "2": { + "Dice": 0.3987627581184614, + "FN": 156424, + "FP": 3745, + "IoU": 0.2490341516475685, + "TN": 135232226, + "TP": 53115, + "n_pred": 56860, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7095533350414212, + "FN": 19161, + "FP": 150881, + "IoU": 0.5498509580511772, + "TN": 135067764, + "TP": 207704, + "n_pred": 358585, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6083956296722254, + "FN": 20442, + "FP": 669, + "IoU": 0.4371900826446281, + "TN": 135408000, + "TP": 16399, + "n_pred": 17068, + "n_ref": 36841 + }, + "5": { + "Dice": 0.28103072828453907, + "FN": 23398, + "FP": 374, + "IoU": 0.16348793018509394, + "TN": 135417092, + "TP": 4646, + "n_pred": 5020, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9532338314413847, + "FN": 69917, + "FP": 86337, + "IoU": 0.910646388919864, + "TN": 133696795, + "TP": 1592461, + "n_pred": 1678798, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.516950828616245, + "FN": 47369, + "FP": 235949, + "IoU": 0.3485729526647491, + "TN": 135010591, + "TP": 151601, + "n_pred": 387550, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8943833416164279, + "FN": 41282, + "FP": 17372, + "IoU": 0.8089452477353494, + "TN": 135138509, + "TP": 248347, + "n_pred": 265719, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7908706523169524, + "FN": 28921, + "FP": 7630, + "IoU": 0.6540827528770442, + "TN": 135339846, + "TP": 69113, + "n_pred": 76743, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.830269354879477, + "FN": 59123, + "FP": 21459, + "IoU": 0.7097953348002867, + "TN": 105476332, + "TP": 197091, + "n_pred": 218550, + "n_ref": 256214 + }, + "10": { + "Dice": 0.14170255442156804, + "FN": 50877, + "FP": 65515, + "IoU": 0.07625396825396825, + "TN": 105628005, + "TP": 9608, + "n_pred": 75123, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3020840237470766, + "FN": 64950, + "FP": 8759, + "IoU": 0.177914589397843, + "TN": 105664344, + "TP": 15952, + "n_pred": 24711, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9017400542769224, + "FN": 33090, + "FP": 2610, + "IoU": 0.8210624978071385, + "TN": 105554494, + "TP": 163811, + "n_pred": 166421, + "n_ref": 196901 + }, + "15": { + "Dice": 0.811987270155587, + "FN": 4969, + "FP": 5665, + "IoU": 0.6834836443730095, + "TN": 105720408, + "TP": 22963, + "n_pred": 28628, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7376513676708352, + "FN": 41110, + "FP": 38400, + "IoU": 0.5843483715824142, + "TN": 105562715, + "TP": 111780, + "n_pred": 150180, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8785241254040684, + "FN": 12336, + "FP": 31669, + "IoU": 0.78336426605753, + "TN": 105550876, + "TP": 159124, + "n_pred": 190793, + "n_ref": 171460 + }, + "4": { + "Dice": 0.002538922155688623, + "FN": 40801, + "FP": 843, + "IoU": 0.0012710746576492314, + "TN": 105712308, + "TP": 53, + "n_pred": 896, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6470368989936638, + "FN": 5421, + "FP": 2155, + "IoU": 0.47823691460055096, + "TN": 105739485, + "TP": 6944, + "n_pred": 9099, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9315794170244559, + "FN": 122029, + "FP": 85760, + "IoU": 0.8719220051246238, + "TN": 104131642, + "TP": 1414574, + "n_pred": 1500334, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5783610183834063, + "FN": 94780, + "FP": 158340, + "IoU": 0.40682692713288743, + "TN": 105327283, + "TP": 173602, + "n_pred": 331942, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9044299399697001, + "FN": 9269, + "FP": 7511, + "IoU": 0.8255336403996715, + "TN": 105657826, + "TP": 79399, + "n_pred": 86910, + "n_ref": 88668 + }, + "9": { + "Dice": 0.752917320521017, + "FN": 16512, + "FP": 21749, + "IoU": 0.6037429056713203, + "TN": 105657449, + "TP": 58295, + "n_pred": 80044, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.828797560343042, + "FN": 15178, + "FP": 83179, + "IoU": 0.7076467161268845, + "TN": 96801448, + "TP": 238075, + "n_pred": 321254, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7727462490734508, + "FN": 21876, + "FP": 31470, + "IoU": 0.6296548276915387, + "TN": 96993836, + "TP": 90698, + "n_pred": 122168, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5951353295566946, + "FN": 23423, + "FP": 12597, + "IoU": 0.4236246679681249, + "TN": 97075386, + "TP": 26474, + "n_pred": 39071, + "n_ref": 49897 + }, + "14": { + "Dice": 0.788570656883377, + "FN": 89286, + "FP": 4651, + "IoU": 0.650942344565169, + "TN": 96868764, + "TP": 175179, + "n_pred": 179830, + "n_ref": 264465 + }, + "15": { + "Dice": 0.585418170568217, + "FN": 8180, + "FP": 11921, + "IoU": 0.41384539118770597, + "TN": 97103587, + "TP": 14192, + "n_pred": 26113, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6614071763304393, + "FN": 66658, + "FP": 6389, + "IoU": 0.49410632167987145, + "TN": 96993488, + "TP": 71345, + "n_pred": 77734, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7810286854958126, + "FN": 15261, + "FP": 65036, + "IoU": 0.6407276990053646, + "TN": 96914381, + "TP": 143202, + "n_pred": 208238, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7715210631682072, + "FN": 9383, + "FP": 1345, + "IoU": 0.6280295412780417, + "TN": 97109039, + "TP": 18113, + "n_pred": 19458, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6389036721660458, + "FN": 7430, + "FP": 712, + "IoU": 0.4694037145650049, + "TN": 97122535, + "TP": 7203, + "n_pred": 7915, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9388092867278582, + "FN": 116279, + "FP": 64145, + "IoU": 0.8846753698334535, + "TN": 95573392, + "TP": 1384064, + "n_pred": 1448209, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7689705241759838, + "FN": 42414, + "FP": 84874, + "IoU": 0.6246564678406719, + "TN": 96798756, + "TP": 211836, + "n_pred": 296710, + "n_ref": 254250 + }, + "8": { + "Dice": 0.897727964914418, + "FN": 17521, + "FP": 7664, + "IoU": 0.8144341290893015, + "TN": 97002160, + "TP": 110535, + "n_pred": 118199, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7202807928268051, + "FN": 7529, + "FP": 39889, + "IoU": 0.562842839889738, + "TN": 97029411, + "TP": 61051, + "n_pred": 100940, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531486982251908, + "FN": 6972, + "FP": 9400, + "IoU": 0.9104910091903624, + "TN": 130583883, + "TP": 166537, + "n_pred": 175937, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4190217639971327, + "FN": 49774, + "FP": 26412, + "IoU": 0.26503955238278987, + "TN": 130663132, + "TP": 27474, + "n_pred": 53886, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3897516203401627, + "FN": 43447, + "FP": 12669, + "IoU": 0.24204441082716516, + "TN": 130692756, + "TP": 17920, + "n_pred": 30589, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9218188861095244, + "FN": 19022, + "FP": 4794, + "IoU": 0.8549759166001912, + "TN": 130602571, + "TP": 140405, + "n_pred": 145199, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6595085760958345, + "FN": 9411, + "FP": 10599, + "IoU": 0.4919901495341339, + "TN": 130727403, + "TP": 19379, + "n_pred": 29978, + "n_ref": 28790 + }, + "2": { + "Dice": 0.41970159884538244, + "FN": 121548, + "FP": 2290, + "IoU": 0.26558376477425705, + "TN": 130598171, + "TP": 44783, + "n_pred": 47073, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6967619937681099, + "FN": 6504, + "FP": 132369, + "IoU": 0.534639099256082, + "TN": 130468372, + "TP": 159547, + "n_pred": 291916, + "n_ref": 166051 + }, + "4": { + "Dice": 0.590998490600558, + "FN": 17015, + "FP": 869, + "IoU": 0.41944489530920304, + "TN": 130735987, + "TP": 12921, + "n_pred": 13790, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5324626554285238, + "FN": 18548, + "FP": 3862, + "IoU": 0.36282732933382617, + "TN": 130731621, + "TP": 12761, + "n_pred": 16623, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9568519431602908, + "FN": 46596, + "FP": 69792, + "IoU": 0.9172733792546587, + "TN": 129359893, + "TP": 1290511, + "n_pred": 1360303, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7601538241812883, + "FN": 86291, + "FP": 140420, + "IoU": 0.6131033341126639, + "TN": 130180819, + "TP": 359262, + "n_pred": 499682, + "n_ref": 445553 + }, + "8": { + "Dice": 0.898616613359539, + "FN": 11213, + "FP": 38204, + "IoU": 0.8158981007518012, + "TN": 130498370, + "TP": 219005, + "n_pred": 257209, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8633942142124956, + "FN": 16537, + "FP": 10516, + "IoU": 0.7596250388733395, + "TN": 130654247, + "TP": 85492, + "n_pred": 96008, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7192440016529995, + "FN": 56386, + "FP": 56392, + "IoU": 0.5615776951904088, + "TN": 71978772, + "TP": 144458, + "n_pred": 200850, + "n_ref": 200844 + }, + "10": { + "Dice": 0.16710148849797024, + "FN": 54945, + "FP": 21994, + "IoU": 0.09116788924719751, + "TN": 72151351, + "TP": 7718, + "n_pred": 29712, + "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": 0.16567612407333515, + "FN": 62549, + "FP": 16907, + "IoU": 0.0903199954204591, + "TN": 72148663, + "TP": 7889, + "n_pred": 24796, + "n_ref": 70438 + }, + "14": { + "Dice": 0.09602900386249089, + "FN": 47914, + "FP": 440290, + "IoU": 0.050436169488558454, + "TN": 71721873, + "TP": 25931, + "n_pred": 466221, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4405177379459899, + "FN": 15315, + "FP": 17709, + "IoU": 0.2824769147202607, + "TN": 72189983, + "TP": 13001, + "n_pred": 30710, + "n_ref": 28316 + }, + "2": { + "Dice": 0.16917167445159736, + "FN": 114655, + "FP": 9499, + "IoU": 0.09240171352544702, + "TN": 72099214, + "TP": 12640, + "n_pred": 22139, + "n_ref": 127295 + }, + "3": { + "Dice": 0.704424731576948, + "FN": 9705, + "FP": 123342, + "IoU": 0.5437157907732828, + "TN": 71944420, + "TP": 158541, + "n_pred": 281883, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 72235994, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": 0.7580504279974378, + "FN": 1718, + "FP": 2437, + "IoU": 0.6103713428357089, + "TN": 72225344, + "TP": 6509, + "n_pred": 8946, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7617416965076044, + "FN": 300128, + "FP": 457846, + "IoU": 0.6151718864789203, + "TN": 70266365, + "TP": 1211669, + "n_pred": 1669515, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.44173729587772276, + "FN": 157938, + "FP": 300370, + "IoU": 0.2834806318017732, + "TN": 71596377, + "TP": 181323, + "n_pred": 481693, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8303166176106511, + "FN": 7210, + "FP": 17464, + "IoU": 0.7098644215279329, + "TN": 72150965, + "TP": 60369, + "n_pred": 77833, + "n_ref": 67579 + }, + "9": { + "Dice": 0.31499167840225323, + "FN": 37318, + "FP": 16188, + "IoU": 0.18693775832725504, + "TN": 72170200, + "TP": 12302, + "n_pred": 28490, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20696095504909012, + "FN": 76692, + "FP": 17571, + "IoU": 0.11542467835928043, + "TN": 52446557, + "TP": 12300, + "n_pred": 29871, + "n_ref": 88992 + }, + "10": { + "Dice": 0.02965572326786409, + "FN": 46460, + "FP": 919, + "IoU": 0.015051036317901171, + "TN": 52505017, + "TP": 724, + "n_pred": 1643, + "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": 0.24864334074112357, + "FN": 16804, + "FP": 12272, + "IoU": 0.14197184761117831, + "TN": 52519233, + "TP": 4811, + "n_pred": 17083, + "n_ref": 21615 + }, + "14": { + "Dice": 0.29372918175235335, + "FN": 45696, + "FP": 3072, + "IoU": 0.17214687059702252, + "TN": 52494211, + "TP": 10141, + "n_pred": 13213, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 33328, + "IoU": 0.0, + "TN": 52494523, + "TP": 0, + "n_pred": 33328, + "n_ref": 25269 + }, + "2": { + "Dice": 0.3709767845624273, + "FN": 104307, + "FP": 36, + "IoU": 0.22772958730534668, + "TN": 52418008, + "TP": 30769, + "n_pred": 30805, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7345107004287152, + "FN": 16824, + "FP": 74456, + "IoU": 0.5804163659681267, + "TN": 52335571, + "TP": 126269, + "n_pred": 200725, + "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": 0.669432918395574, + "FN": 2410, + "FP": 1414, + "IoU": 0.5031185031185031, + "TN": 52545424, + "TP": 3872, + "n_pred": 5286, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8953816712515406, + "FN": 84100, + "FP": 76844, + "IoU": 0.8105801324752727, + "TN": 51703452, + "TP": 688724, + "n_pred": 765568, + "n_ref": 772824 + }, + "7": { + "Dice": 0.014375524956094581, + "FN": 191652, + "FP": 1969, + "IoU": 0.007239800444027421, + "TN": 52358087, + "TP": 1412, + "n_pred": 3381, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8397736742839598, + "FN": 11667, + "FP": 6598, + "IoU": 0.7238016029033721, + "TN": 52486990, + "TP": 47865, + "n_pred": 54463, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7851139596036313, + "FN": 23302, + "FP": 6689, + "IoU": 0.6462449427334599, + "TN": 52468341, + "TP": 54788, + "n_pred": 61477, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8753922674431758, + "FN": 21859, + "FP": 55253, + "IoU": 0.7783978734104462, + "TN": 143789275, + "TP": 270863, + "n_pred": 326116, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5776810083105891, + "FN": 51185, + "FP": 17672, + "IoU": 0.40615432380919525, + "TN": 144021299, + "TP": 47094, + "n_pred": 64766, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5746355122139616, + "FN": 56689, + "FP": 13799, + "IoU": 0.40314987298899235, + "TN": 144019150, + "TP": 47612, + "n_pred": 61411, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9058163433896177, + "FN": 67433, + "FP": 3824, + "IoU": 0.827846712859614, + "TN": 143723334, + "TP": 342659, + "n_pred": 346483, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8089586372777099, + "FN": 2150, + "FP": 7540, + "IoU": 0.6792028073892604, + "TN": 144107044, + "TP": 20516, + "n_pred": 28056, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5111464458364904, + "FN": 90139, + "FP": 1479, + "IoU": 0.34331546202586083, + "TN": 143997734, + "TP": 47898, + "n_pred": 49377, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7653962027804827, + "FN": 6775, + "FP": 95859, + "IoU": 0.6199528986580561, + "TN": 143867194, + "TP": 167422, + "n_pred": 263281, + "n_ref": 174197 + }, + "4": { + "Dice": 0.678937487314796, + "FN": 24409, + "FP": 901, + "IoU": 0.5139328993105567, + "TN": 144085179, + "TP": 26761, + "n_pred": 27662, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5238280238280238, + "FN": 19997, + "FP": 2065, + "IoU": 0.3548556890955347, + "TN": 144103053, + "TP": 12135, + "n_pred": 14200, + "n_ref": 32132 + }, + "6": { + "Dice": 0.862682518637952, + "FN": 83574, + "FP": 322327, + "IoU": 0.7585239238605618, + "TN": 142456334, + "TP": 1275015, + "n_pred": 1597342, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5740966158524528, + "FN": 118419, + "FP": 75419, + "IoU": 0.40261957593688363, + "TN": 143812770, + "TP": 130642, + "n_pred": 206061, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9078970460450563, + "FN": 17015, + "FP": 26019, + "IoU": 0.8313291734604289, + "TN": 143882114, + "TP": 212102, + "n_pred": 238121, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8652349304319433, + "FN": 12312, + "FP": 13278, + "IoU": 0.7624793480480425, + "TN": 144029512, + "TP": 82148, + "n_pred": 95426, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9101351090916924, + "FN": 13304, + "FP": 26331, + "IoU": 0.8350898507549627, + "TN": 111538577, + "TP": 200708, + "n_pred": 227039, + "n_ref": 214012 + }, + "10": { + "Dice": 0.35574944654251855, + "FN": 32343, + "FP": 17129, + "IoU": 0.2163596331437804, + "TN": 111715789, + "TP": 13659, + "n_pred": 30788, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3604893903760273, + "FN": 39301, + "FP": 9101, + "IoU": 0.2198762168783444, + "TN": 111716876, + "TP": 13642, + "n_pred": 22743, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8022981802886109, + "FN": 8052, + "FP": 33309, + "IoU": 0.6698647084647005, + "TN": 111653635, + "TP": 83924, + "n_pred": 117233, + "n_ref": 91976 + }, + "15": { + "Dice": 0.37339055793991416, + "FN": 6121, + "FP": 9355, + "IoU": 0.22955145118733508, + "TN": 111758833, + "TP": 4611, + "n_pred": 13966, + "n_ref": 10732 + }, + "2": { + "Dice": 0.4729682415075425, + "FN": 142144, + "FP": 855, + "IoU": 0.30973045509837616, + "TN": 111571756, + "TP": 64165, + "n_pred": 65020, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4564177507928497, + "FN": 2850, + "FP": 141470, + "IoU": 0.2956873538985598, + "TN": 111574011, + "TP": 60589, + "n_pred": 202059, + "n_ref": 63439 + }, + "4": { + "Dice": 0.5893831775700935, + "FN": 10796, + "FP": 188, + "IoU": 0.41781947315418455, + "TN": 111760053, + "TP": 7883, + "n_pred": 8071, + "n_ref": 18679 + }, + "5": { + "Dice": 0.34521541950113377, + "FN": 20707, + "FP": 950, + "IoU": 0.20861653146239859, + "TN": 111751554, + "TP": 5709, + "n_pred": 6659, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9360501923947014, + "FN": 115508, + "FP": 37424, + "IoU": 0.8797879239261586, + "TN": 110506735, + "TP": 1119253, + "n_pred": 1156677, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3282089728919228, + "FN": 155214, + "FP": 185290, + "IoU": 0.19632176962910863, + "TN": 111355238, + "TP": 83178, + "n_pred": 268468, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8963871693866067, + "FN": 38314, + "FP": 16922, + "IoU": 0.812229746267439, + "TN": 111484752, + "TP": 238932, + "n_pred": 255854, + "n_ref": 277246 + }, + "9": { + "Dice": 0.799913845993186, + "FN": 19060, + "FP": 11596, + "IoU": 0.6665470169141241, + "TN": 111686985, + "TP": 61279, + "n_pred": 72875, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.836325442460855, + "FN": 40393, + "FP": 8538, + "IoU": 0.7186935875176783, + "TN": 198913933, + "TP": 125011, + "n_pred": 133549, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5101064053497077, + "FN": 32805, + "FP": 25436, + "IoU": 0.3423777423980669, + "TN": 198999312, + "TP": 30322, + "n_pred": 55758, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.12888980887324916, + "FN": 32792, + "FP": 5083, + "IoU": 0.06888413599822996, + "TN": 199047198, + "TP": 2802, + "n_pred": 7885, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5551336535318229, + "FN": 24872, + "FP": 10510, + "IoU": 0.3842110759163215, + "TN": 199030417, + "TP": 22076, + "n_pred": 32586, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7509031081226081, + "FN": 54588, + "FP": 1128, + "IoU": 0.6011568141795639, + "TN": 198948181, + "TP": 83978, + "n_pred": 85106, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7166513563037381, + "FN": 55855, + "FP": 2442, + "IoU": 0.5584229662172399, + "TN": 198955855, + "TP": 73723, + "n_pred": 76165, + "n_ref": 129578 + }, + "3": { + "Dice": 0.7846456188064926, + "FN": 7273, + "FP": 64942, + "IoU": 0.6456105568451169, + "TN": 198884102, + "TP": 131558, + "n_pred": 196500, + "n_ref": 138831 + }, + "4": { + "Dice": 0.46427795874049943, + "FN": 11775, + "FP": 560, + "IoU": 0.30231900452488686, + "TN": 199070195, + "TP": 5345, + "n_pred": 5905, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5188124720274504, + "FN": 11374, + "FP": 4753, + "IoU": 0.35026791829499215, + "TN": 199063054, + "TP": 8694, + "n_pred": 13447, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9405100142166474, + "FN": 53849, + "FP": 85454, + "IoU": 0.887700711509099, + "TN": 197847413, + "TP": 1101159, + "n_pred": 1186613, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6512960966904034, + "FN": 64029, + "FP": 34642, + "IoU": 0.48290517666048277, + "TN": 198897057, + "TP": 92147, + "n_pred": 126789, + "n_ref": 156176 + }, + "8": { + "Dice": 0.875554064738721, + "FN": 8726, + "FP": 22438, + "IoU": 0.7786537682981398, + "TN": 198947082, + "TP": 109629, + "n_pred": 132067, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8702434048777202, + "FN": 12962, + "FP": 14007, + "IoU": 0.7702928300086878, + "TN": 198970469, + "TP": 90437, + "n_pred": 104444, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8918105764483493, + "FN": 20903, + "FP": 18760, + "IoU": 0.8047456125236911, + "TN": 130872057, + "TP": 163472, + "n_pred": 182232, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6999100829235261, + "FN": 19671, + "FP": 34395, + "IoU": 0.53835513507975, + "TN": 130958076, + "TP": 63050, + "n_pred": 97445, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.301067626899144, + "FN": 71095, + "FP": 17415, + "IoU": 0.1772098946761734, + "TN": 130967619, + "TP": 19063, + "n_pred": 36478, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2367618233534258, + "FN": 40548, + "FP": 63028, + "IoU": 0.13427671116088966, + "TN": 130955551, + "TP": 16065, + "n_pred": 79093, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6655188144747105, + "FN": 4967, + "FP": 17762, + "IoU": 0.49870977702300345, + "TN": 131029851, + "TP": 22612, + "n_pred": 40374, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6744103782653164, + "FN": 72555, + "FP": 12125, + "IoU": 0.5087625666401749, + "TN": 130902811, + "TP": 87701, + "n_pred": 99826, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7702204731548623, + "FN": 11675, + "FP": 94766, + "IoU": 0.6263077700852421, + "TN": 130790356, + "TP": 178395, + "n_pred": 273161, + "n_ref": 190070 + }, + "4": { + "Dice": 0.2657384638474238, + "FN": 61571, + "FP": 2030, + "IoU": 0.15322859805618427, + "TN": 131000082, + "TP": 11509, + "n_pred": 13539, + "n_ref": 73080 + }, + "5": { + "Dice": 0.5314913713201218, + "FN": 8678, + "FP": 1937, + "IoU": 0.36192594373647513, + "TN": 131058556, + "TP": 6021, + "n_pred": 7958, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9157715476144549, + "FN": 55568, + "FP": 204243, + "IoU": 0.8446296955217811, + "TN": 129402987, + "TP": 1412394, + "n_pred": 1616637, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5807283248997471, + "FN": 332514, + "FP": 309549, + "IoU": 0.4091734761484099, + "TN": 129988472, + "TP": 444657, + "n_pred": 754206, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9003546240586524, + "FN": 15206, + "FP": 9802, + "IoU": 0.8187681626796339, + "TN": 130937203, + "TP": 112981, + "n_pred": 122783, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6596274824225977, + "FN": 25436, + "FP": 15955, + "IoU": 0.4921225060737687, + "TN": 130993694, + "TP": 40107, + "n_pred": 56062, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8836201226231785, + "FN": 10672, + "FP": 43293, + "IoU": 0.7915048815636457, + "TN": 101358369, + "TP": 204866, + "n_pred": 248159, + "n_ref": 215538 + }, + "10": { + "Dice": 0.5229989229516379, + "FN": 25914, + "FP": 10402, + "IoU": 0.35409515340151176, + "TN": 101560975, + "TP": 19909, + "n_pred": 30311, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.713787903315129, + "FN": 18195, + "FP": 15398, + "IoU": 0.5549534988474073, + "TN": 101541718, + "TP": 41889, + "n_pred": 57287, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8035358857276665, + "FN": 6866, + "FP": 19982, + "IoU": 0.6715921323025736, + "TN": 101535448, + "TP": 54904, + "n_pred": 74886, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7352391130109538, + "FN": 7122, + "FP": 11707, + "IoU": 0.581326573722011, + "TN": 101572227, + "TP": 26144, + "n_pred": 37851, + "n_ref": 33266 + }, + "2": { + "Dice": 0.1759024160406251, + "FN": 155543, + "FP": 1872, + "IoU": 0.09643256895215682, + "TN": 101442985, + "TP": 16800, + "n_pred": 18672, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6548223838108913, + "FN": 2638, + "FP": 176941, + "IoU": 0.4867925067516397, + "TN": 101267285, + "TP": 170336, + "n_pred": 347277, + "n_ref": 172974 + }, + "4": { + "Dice": 0.6431975649805759, + "FN": 8183, + "FP": 726, + "IoU": 0.4740539583210343, + "TN": 101600261, + "TP": 8030, + "n_pred": 8756, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6094885068490232, + "FN": 16066, + "FP": 2265, + "IoU": 0.43831964701556564, + "TN": 101584564, + "TP": 14305, + "n_pred": 16570, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9022520281859671, + "FN": 194183, + "FP": 96058, + "IoU": 0.8219118152365993, + "TN": 99987440, + "TP": 1339519, + "n_pred": 1435577, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7960204025938852, + "FN": 41343, + "FP": 156732, + "IoU": 0.6611577175467528, + "TN": 101032636, + "TP": 386489, + "n_pred": 543221, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9092628633154515, + "FN": 32449, + "FP": 7367, + "IoU": 0.8336223575180414, + "TN": 101377889, + "TP": 199495, + "n_pred": 206862, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8868655559860519, + "FN": 5461, + "FP": 13811, + "IoU": 0.796728158719109, + "TN": 101522391, + "TP": 75537, + "n_pred": 89348, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8489064019049318, + "FN": 30839, + "FP": 33503, + "IoU": 0.7374781714621448, + "TN": 118937120, + "TP": 180750, + "n_pred": 214253, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7169500506865727, + "FN": 18511, + "FP": 30631, + "IoU": 0.5587857675145225, + "TN": 119070833, + "TP": 62237, + "n_pred": 92868, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.47742809235134787, + "FN": 10866, + "FP": 37752, + "IoU": 0.3135668600957262, + "TN": 119111385, + "TP": 22209, + "n_pred": 59961, + "n_ref": 33075 + }, + "14": { + "Dice": 0.06350681536555143, + "FN": 62997, + "FP": 21647, + "IoU": 0.03279475283954567, + "TN": 119094698, + "TP": 2870, + "n_pred": 24517, + "n_ref": 65867 + }, + "15": { + "Dice": 0.2516299008663035, + "FN": 15085, + "FP": 18433, + "IoU": 0.1439225602124997, + "TN": 119143059, + "TP": 5635, + "n_pred": 24068, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8411759018487327, + "FN": 28184, + "FP": 34238, + "IoU": 0.7258874778240326, + "TN": 118954488, + "TP": 165302, + "n_pred": 199540, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7978658024186569, + "FN": 37965, + "FP": 42616, + "IoU": 0.6637077657585471, + "TN": 118942596, + "TP": 159035, + "n_pred": 201651, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 91, + "IoU": 0.0, + "TN": 119138784, + "TP": 0, + "n_pred": 91, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7351670834280518, + "FN": 6403, + "FP": 1752, + "IoU": 0.581236520488857, + "TN": 119162738, + "TP": 11319, + "n_pred": 13071, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9201512212255084, + "FN": 186676, + "FP": 82723, + "IoU": 0.8521111838175878, + "TN": 117360580, + "TP": 1552233, + "n_pred": 1634956, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4640556777996786, + "FN": 170139, + "FP": 124334, + "IoU": 0.30213053369987675, + "TN": 118760252, + "TP": 127487, + "n_pred": 251821, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9089406167378643, + "FN": 10140, + "FP": 4291, + "IoU": 0.833080793476375, + "TN": 119095757, + "TP": 72024, + "n_pred": 76315, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8036300344891811, + "FN": 22958, + "FP": 7617, + "IoU": 0.6717236788421482, + "TN": 119089074, + "TP": 62563, + "n_pred": 70180, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24783, + "IoU": 0.0, + "TN": 61307697, + "TP": 0, + "n_pred": 24783, + "n_ref": 0 + }, + "10": { + "Dice": 0.529072501018713, + "FN": 17549, + "FP": 12499, + "IoU": 0.3596863213075628, + "TN": 61285553, + "TP": 16879, + "n_pred": 29378, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3108347451101186, + "FN": 36550, + "FP": 35046, + "IoU": 0.1840167764582526, + "TN": 61244738, + "TP": 16146, + "n_pred": 51192, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9240490739768105, + "FN": 15471, + "FP": 26465, + "IoU": 0.8588208361808639, + "TN": 61035439, + "TP": 255105, + "n_pred": 281570, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7852567638980029, + "FN": 30617, + "FP": 6362, + "IoU": 0.6464384740414953, + "TN": 61227890, + "TP": 67611, + "n_pred": 73973, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8140686550365785, + "FN": 45214, + "FP": 7650, + "IoU": 0.6864382651608617, + "TN": 61163888, + "TP": 115728, + "n_pred": 123378, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8405037872837423, + "FN": 5586, + "FP": 41118, + "IoU": 0.7248870484145544, + "TN": 61162717, + "TP": 123059, + "n_pred": 164177, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3092651757188498, + "FN": 34445, + "FP": 147, + "IoU": 0.18291761148904007, + "TN": 61290144, + "TP": 7744, + "n_pred": 7891, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6517995765702188, + "FN": 3954, + "FP": 980, + "IoU": 0.48345896147403683, + "TN": 61322928, + "TP": 4618, + "n_pred": 5598, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9318159390045503, + "FN": 49391, + "FP": 119888, + "IoU": 0.872336494270644, + "TN": 60006502, + "TP": 1156699, + "n_pred": 1276587, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.32077984086453915, + "FN": 150144, + "FP": 78887, + "IoU": 0.1910290554335003, + "TN": 61049366, + "TP": 54083, + "n_pred": 132970, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8154123551811833, + "FN": 21614, + "FP": 5822, + "IoU": 0.6883512239450219, + "TN": 61244445, + "TP": 60599, + "n_pred": 66421, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7164550066392019, + "FN": 21288, + "FP": 12024, + "IoU": 0.5581845672299, + "TN": 61257082, + "TP": 42086, + "n_pred": 54110, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9578291540085474, + "FN": 9738, + "FP": 5004, + "IoU": 0.9190711462450593, + "TN": 148925340, + "TP": 167418, + "n_pred": 172422, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5505259586019681, + "FN": 36298, + "FP": 23309, + "IoU": 0.37981084371195806, + "TN": 149011389, + "TP": 36504, + "n_pred": 59813, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.2835365567476744, + "FN": 69264, + "FP": 7063, + "IoU": 0.16518648146122716, + "TN": 149016070, + "TP": 15103, + "n_pred": 22166, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8807663889525847, + "FN": 6643, + "FP": 16756, + "IoU": 0.7869370435796107, + "TN": 148997678, + "TP": 86423, + "n_pred": 103179, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7395655056508935, + "FN": 14060, + "FP": 2831, + "IoU": 0.5867544160101776, + "TN": 149066626, + "TP": 23983, + "n_pred": 26814, + "n_ref": 38043 + }, + "2": { + "Dice": 0.4174467663057991, + "FN": 102288, + "FP": 50426, + "IoU": 0.2637805524755339, + "TN": 148900070, + "TP": 54716, + "n_pred": 105142, + "n_ref": 157004 + }, + "3": { + "Dice": 0.1872687610941209, + "FN": 42573, + "FP": 109437, + "IoU": 0.10330751579431699, + "TN": 148937977, + "TP": 17513, + "n_pred": 126950, + "n_ref": 60086 + }, + "4": { + "Dice": 0.753659310282322, + "FN": 9202, + "FP": 1670, + "IoU": 0.6046976693451623, + "TN": 149079997, + "TP": 16631, + "n_pred": 18301, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0017187731515780115, + "FN": 33687, + "FP": 0, + "IoU": 0.0008601257563174753, + "TN": 149073784, + "TP": 29, + "n_pred": 29, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9593246361546864, + "FN": 51340, + "FP": 38100, + "IoU": 0.9218289098436666, + "TN": 147963343, + "TP": 1054717, + "n_pred": 1092817, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5579814931892637, + "FN": 153779, + "FP": 38488, + "IoU": 0.38694475178639187, + "TN": 148793879, + "TP": 121354, + "n_pred": 159842, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9299466980966119, + "FN": 17612, + "FP": 14246, + "IoU": 0.8690657712493783, + "TN": 148864187, + "TP": 211455, + "n_pred": 225701, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8091709182090145, + "FN": 22301, + "FP": 8445, + "IoU": 0.679502147354376, + "TN": 149011568, + "TP": 65186, + "n_pred": 73631, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7432052311575084, + "FN": 191178, + "FP": 32670, + "IoU": 0.5913497172191451, + "TN": 100165026, + "TP": 323926, + "n_pred": 356596, + "n_ref": 515104 + }, + "10": { + "Dice": 0.36677038573615844, + "FN": 23619, + "FP": 27665, + "IoU": 0.22456755775976775, + "TN": 100646664, + "TP": 14852, + "n_pred": 42517, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.019195329431364167, + "FN": 38504, + "FP": 28023, + "IoU": 0.009690672541605883, + "TN": 100645622, + "TP": 651, + "n_pred": 28674, + "n_ref": 39155 + }, + "14": { + "Dice": 0.49430208898389577, + "FN": 38624, + "FP": 197233, + "IoU": 0.32828768995921714, + "TN": 100361672, + "TP": 115271, + "n_pred": 312504, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8308759274411253, + "FN": 20628, + "FP": 9757, + "IoU": 0.710682421945669, + "TN": 100607777, + "TP": 74638, + "n_pred": 84395, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4042463601470517, + "FN": 158273, + "FP": 62443, + "IoU": 0.25332629677366975, + "TN": 100417201, + "TP": 74883, + "n_pred": 137326, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5675012331535316, + "FN": 81282, + "FP": 136168, + "IoU": 0.3961617603363389, + "TN": 100352687, + "TP": 142663, + "n_pred": 278831, + "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": 0.35406477807511305, + "FN": 12636, + "FP": 1364, + "IoU": 0.21511464932443797, + "TN": 100694963, + "TP": 3837, + "n_pred": 5201, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6406343039731098, + "FN": 908609, + "FP": 403433, + "IoU": 0.4712744376627532, + "TN": 98231282, + "TP": 1169476, + "n_pred": 1572909, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3892436838147117, + "FN": 76546, + "FP": 223940, + "IoU": 0.24165274405786422, + "TN": 100316562, + "TP": 95752, + "n_pred": 319692, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8290035346609237, + "FN": 20160, + "FP": 15252, + "IoU": 0.7079470854089005, + "TN": 100591548, + "TP": 85840, + "n_pred": 101092, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6267308820412207, + "FN": 38286, + "FP": 37435, + "IoU": 0.45637877808887933, + "TN": 100573510, + "TP": 63569, + "n_pred": 101004, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8707080546045752, + "FN": 17049, + "FP": 1003, + "IoU": 0.7710212210002917, + "TN": 78871863, + "TP": 60785, + "n_pred": 61788, + "n_ref": 77834 + }, + "10": { + "Dice": 0.620145034414946, + "FN": 18762, + "FP": 5962, + "IoU": 0.44942769340399946, + "TN": 78905794, + "TP": 20182, + "n_pred": 26144, + "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": 0.008841585479781129, + "FN": 59140, + "FP": 274, + "IoU": 0.004440422929338628, + "TN": 78891021, + "TP": 265, + "n_pred": 539, + "n_ref": 59405 + }, + "14": { + "Dice": 9.315323707498835e-05, + "FN": 27267, + "FP": 15669, + "IoU": 4.657878801993572e-05, + "TN": 78907762, + "TP": 2, + "n_pred": 15671, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8814775841624589, + "FN": 2994, + "FP": 12099, + "IoU": 0.7880732399112584, + "TN": 78879482, + "TP": 56125, + "n_pred": 68224, + "n_ref": 59119 + }, + "2": { + "Dice": 0.3668164860976779, + "FN": 77555, + "FP": 350, + "IoU": 0.22460212399597895, + "TN": 78850229, + "TP": 22566, + "n_pred": 22916, + "n_ref": 100121 + }, + "3": { + "Dice": 0.682351270528092, + "FN": 2990, + "FP": 73064, + "IoU": 0.5178552183642807, + "TN": 78792959, + "TP": 81687, + "n_pred": 154751, + "n_ref": 84677 + }, + "4": { + "Dice": 0.3226311667971809, + "FN": 13832, + "FP": 8, + "IoU": 0.19234360410831, + "TN": 78933564, + "TP": 3296, + "n_pred": 3304, + "n_ref": 17128 + }, + "5": { + "Dice": 0.11167106631469483, + "FN": 32704, + "FP": 611, + "IoU": 0.05913750741336948, + "TN": 78915291, + "TP": 2094, + "n_pred": 2705, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9262082690737549, + "FN": 53674, + "FP": 50442, + "IoU": 0.8625585785381437, + "TN": 78193170, + "TP": 653414, + "n_pred": 703856, + "n_ref": 707088 + }, + "7": { + "Dice": 0.4060448789577427, + "FN": 523252, + "FP": 55603, + "IoU": 0.25474047142069944, + "TN": 78173984, + "TP": 197861, + "n_pred": 253464, + "n_ref": 721113 + }, + "8": { + "Dice": 0.88679066738734, + "FN": 54655, + "FP": 15930, + "IoU": 0.7966072879627015, + "TN": 78603662, + "TP": 276453, + "n_pred": 292383, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3962428059507004, + "FN": 42452, + "FP": 2028, + "IoU": 0.24707156882659626, + "TN": 78891624, + "TP": 14596, + "n_pred": 16624, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9218776667673201, + "FN": 7764, + "FP": 16038, + "IoU": 0.8550770523444492, + "TN": 104840201, + "TP": 140437, + "n_pred": 156475, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5727396668107605, + "FN": 44174, + "FP": 20071, + "IoU": 0.4012860537719584, + "TN": 104897135, + "TP": 43060, + "n_pred": 63131, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.4507330040270587, + "FN": 55097, + "FP": 279, + "IoU": 0.2909330704124358, + "TN": 104926343, + "TP": 22721, + "n_pred": 23000, + "n_ref": 77818 + }, + "14": { + "Dice": 0.872979730956738, + "FN": 7588, + "FP": 10598, + "IoU": 0.7745909766980664, + "TN": 104923760, + "TP": 62494, + "n_pred": 73092, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8685690990623726, + "FN": 3054, + "FP": 3394, + "IoU": 0.7676731281977373, + "TN": 104976686, + "TP": 21306, + "n_pred": 24700, + "n_ref": 24360 + }, + "2": { + "Dice": 0.26988435689923107, + "FN": 144005, + "FP": 701, + "IoU": 0.15599209103475628, + "TN": 104832989, + "TP": 26745, + "n_pred": 27446, + "n_ref": 170750 + }, + "3": { + "Dice": 0.649776601960516, + "FN": 3968, + "FP": 157271, + "IoU": 0.48123636644423995, + "TN": 104693626, + "TP": 149575, + "n_pred": 306846, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2803, + "IoU": 0.0, + "TN": 105001637, + "TP": 0, + "n_pred": 2803, + "n_ref": 0 + }, + "5": { + "Dice": 0.4490951458002134, + "FN": 19769, + "FP": 5528, + "IoU": 0.28956975960458325, + "TN": 104968832, + "TP": 10311, + "n_pred": 15839, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9659811826322425, + "FN": 44397, + "FP": 39523, + "IoU": 0.9342007770141799, + "TN": 103729045, + "TP": 1191475, + "n_pred": 1230998, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6744196950363873, + "FN": 28715, + "FP": 165717, + "IoU": 0.5087731708980847, + "TN": 104608631, + "TP": 201377, + "n_pred": 367094, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9347278856278666, + "FN": 35511, + "FP": 10670, + "IoU": 0.8774545705430307, + "TN": 104627592, + "TP": 330667, + "n_pred": 341337, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8645782246199117, + "FN": 8936, + "FP": 17572, + "IoU": 0.7614599643647751, + "TN": 104893314, + "TP": 84618, + "n_pred": 102190, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7643995674252398, + "FN": 158004, + "FP": 2340, + "IoU": 0.6186462445892594, + "TN": 177255828, + "TP": 260116, + "n_pred": 262456, + "n_ref": 418120 + }, + "10": { + "Dice": 0.07838581339529378, + "FN": 68385, + "FP": 15704, + "IoU": 0.04079165003136942, + "TN": 177588623, + "TP": 3576, + "n_pred": 19280, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5839965472593871, + "FN": 43255, + "FP": 4939, + "IoU": 0.4124259345053766, + "TN": 177594266, + "TP": 33828, + "n_pred": 38767, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9021015480869495, + "FN": 8766, + "FP": 5880, + "IoU": 0.821662100456621, + "TN": 177594163, + "TP": 67479, + "n_pred": 73359, + "n_ref": 76245 + }, + "15": { + "Dice": 0.559959081820859, + "FN": 5105, + "FP": 23286, + "IoU": 0.38884942417393176, + "TN": 177629833, + "TP": 18064, + "n_pred": 41350, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5770553835569315, + "FN": 127136, + "FP": 732, + "IoU": 0.40553608122809137, + "TN": 177461190, + "TP": 87230, + "n_pred": 87962, + "n_ref": 214366 + }, + "3": { + "Dice": 0.761994661805872, + "FN": 8060, + "FP": 116244, + "IoU": 0.6155019193353315, + "TN": 177352999, + "TP": 198985, + "n_pred": 315229, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5431497743741457, + "FN": 19929, + "FP": 4470, + "IoU": 0.37282471788808064, + "TN": 177637385, + "TP": 14504, + "n_pred": 18974, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6841084913498643, + "FN": 12655, + "FP": 4454, + "IoU": 0.5198821383471306, + "TN": 177640653, + "TP": 18526, + "n_pred": 22980, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9084456443641272, + "FN": 136599, + "FP": 199801, + "IoU": 0.8322495711493199, + "TN": 175670928, + "TP": 1668960, + "n_pred": 1868761, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7265309376030378, + "FN": 67413, + "FP": 159012, + "IoU": 0.5705132217625603, + "TN": 177149089, + "TP": 300774, + "n_pred": 459786, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8881746016816839, + "FN": 10580, + "FP": 36978, + "IoU": 0.7988435981270857, + "TN": 177439865, + "TP": 188865, + "n_pred": 225843, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8962115062605633, + "FN": 20953, + "FP": 5514, + "IoU": 0.8119413378049993, + "TN": 177535550, + "TP": 114271, + "n_pred": 119785, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9333520191694695, + "FN": 17233, + "FP": 7021, + "IoU": 0.875032846771742, + "TN": 193811452, + "TP": 169829, + "n_pred": 176850, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7967233727350251, + "FN": 23048, + "FP": 9609, + "IoU": 0.6621281878847447, + "TN": 193908880, + "TP": 63998, + "n_pred": 73607, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.49405716073034367, + "FN": 41604, + "FP": 10158, + "IoU": 0.328071655740897, + "TN": 193928500, + "TP": 25273, + "n_pred": 35431, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8353970264058909, + "FN": 4656, + "FP": 23420, + "IoU": 0.7173234530114174, + "TN": 193906213, + "TP": 71246, + "n_pred": 94666, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7150590114473334, + "FN": 821, + "FP": 15234, + "IoU": 0.5564917127071823, + "TN": 193969335, + "TP": 20145, + "n_pred": 35379, + "n_ref": 20966 + }, + "2": { + "Dice": 0.5487514681100955, + "FN": 85168, + "FP": 3200, + "IoU": 0.3781237024891097, + "TN": 193863436, + "TP": 53731, + "n_pred": 56931, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7294887446233186, + "FN": 6680, + "FP": 88158, + "IoU": 0.5741694467767935, + "TN": 193782822, + "TP": 127875, + "n_pred": 216033, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7564631156674838, + "FN": 7452, + "FP": 1290, + "IoU": 0.6083157847573816, + "TN": 193983216, + "TP": 13577, + "n_pred": 14867, + "n_ref": 21029 + }, + "5": { + "Dice": 0.2744980161115787, + "FN": 22704, + "FP": 1432, + "IoU": 0.15908299073235316, + "TN": 193976833, + "TP": 4566, + "n_pred": 5998, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9405121555870062, + "FN": 49797, + "FP": 119132, + "IoU": 0.8877045268113427, + "TN": 192501209, + "TP": 1335397, + "n_pred": 1454529, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6158266777549387, + "FN": 164983, + "FP": 30887, + "IoU": 0.4449057555567521, + "TN": 193652676, + "TP": 156989, + "n_pred": 187876, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9264231415637894, + "FN": 14848, + "FP": 21138, + "IoU": 0.8629313628399482, + "TN": 193742995, + "TP": 226554, + "n_pred": 247692, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8482394946443285, + "FN": 21206, + "FP": 6422, + "IoU": 0.736472114384914, + "TN": 193900696, + "TP": 77211, + "n_pred": 83633, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.911631072917553, + "FN": 7309, + "FP": 13463, + "IoU": 0.8376121829950905, + "TN": 99527884, + "TP": 107144, + "n_pred": 120607, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6787936590956289, + "FN": 27559, + "FP": 14202, + "IoU": 0.5137680906307125, + "TN": 99569913, + "TP": 44126, + "n_pred": 58328, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3872191991070183, + "FN": 31555, + "FP": 12363, + "IoU": 0.24009412741807107, + "TN": 99598006, + "TP": 13876, + "n_pred": 26239, + "n_ref": 45431 + }, + "14": { + "Dice": 0.06329437857203787, + "FN": 52285, + "FP": 2620, + "IoU": 0.032681465821000705, + "TN": 99599040, + "TP": 1855, + "n_pred": 4475, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6904364706239194, + "FN": 15184, + "FP": 5228, + "IoU": 0.5272264041690793, + "TN": 99612625, + "TP": 22763, + "n_pred": 27991, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7767550742160368, + "FN": 39265, + "FP": 4126, + "IoU": 0.6349955416477397, + "TN": 99536922, + "TP": 75487, + "n_pred": 79613, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8378738961862221, + "FN": 10138, + "FP": 33852, + "IoU": 0.7209836294327703, + "TN": 99498139, + "TP": 113671, + "n_pred": 147523, + "n_ref": 123809 + }, + "4": { + "Dice": 0.37090476998811744, + "FN": 14536, + "FP": 288, + "IoU": 0.2276753152026675, + "TN": 99636606, + "TP": 4370, + "n_pred": 4658, + "n_ref": 18906 + }, + "5": { + "Dice": 0.109185667752443, + "FN": 6547, + "FP": 290, + "IoU": 0.057745314222712237, + "TN": 99648544, + "TP": 419, + "n_pred": 709, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9309321570708108, + "FN": 132031, + "FP": 49306, + "IoU": 0.8707886625044357, + "TN": 98252386, + "TP": 1222077, + "n_pred": 1271383, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5471875707891674, + "FN": 26870, + "FP": 205008, + "IoU": 0.37664020474164, + "TN": 99283819, + "TP": 140103, + "n_pred": 345111, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9481887879279571, + "FN": 7423, + "FP": 2795, + "IoU": 0.9014819171399095, + "TN": 99552083, + "TP": 93499, + "n_pred": 96294, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9011277355962484, + "FN": 14829, + "FP": 2881, + "IoU": 0.8200477569476198, + "TN": 99557385, + "TP": 80705, + "n_pred": 83586, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7598524762908324, + "FN": 151267, + "FP": 35611, + "IoU": 0.612711360353471, + "TN": 62600991, + "TP": 295651, + "n_pred": 331262, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8467672839913003, + "FN": 13029, + "FP": 7896, + "IoU": 0.7342553434678248, + "TN": 63004779, + "TP": 57816, + "n_pred": 65712, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.33948116560056857, + "FN": 36102, + "FP": 1072, + "IoU": 0.20444282748731996, + "TN": 63036793, + "TP": 9553, + "n_pred": 10625, + "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": 0.2648404904253813, + "FN": 104326, + "FP": 4743, + "IoU": 0.15263178339742842, + "TN": 62954805, + "TP": 19646, + "n_pred": 24389, + "n_ref": 123972 + }, + "3": { + "Dice": 0.68796473598359, + "FN": 1483, + "FP": 112911, + "IoU": 0.5243492723492723, + "TN": 62843020, + "TP": 126106, + "n_pred": 239017, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.39696485623003197, + "FN": 12481, + "FP": 1109, + "IoU": 0.24763328350772296, + "TN": 63065457, + "TP": 4473, + "n_pred": 5582, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8518745179301215, + "FN": 204693, + "FP": 116980, + "IoU": 0.7419698728350963, + "TN": 61836871, + "TP": 924976, + "n_pred": 1041956, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7460856634241305, + "FN": 35743, + "FP": 46558, + "IoU": 0.5950052899638314, + "TN": 62880305, + "TP": 120914, + "n_pred": 167472, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8628259738257232, + "FN": 22426, + "FP": 6042, + "IoU": 0.7587457627118644, + "TN": 62965520, + "TP": 89532, + "n_pred": 95574, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8326071343069188, + "FN": 8111, + "FP": 5873, + "IoU": 0.7132193101185349, + "TN": 63034758, + "TP": 34778, + "n_pred": 40651, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9270285586262339, + "FN": 31122, + "FP": 13174, + "IoU": 0.8639825095804264, + "TN": 109283154, + "TP": 281368, + "n_pred": 294542, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5419660839202507, + "FN": 42450, + "FP": 34420, + "IoU": 0.37171020368130253, + "TN": 109486470, + "TP": 45478, + "n_pred": 79898, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.40420187978832633, + "FN": 55191, + "FP": 20243, + "IoU": 0.2532913622775237, + "TN": 109507796, + "TP": 25588, + "n_pred": 45831, + "n_ref": 80779 + }, + "14": { + "Dice": 0.45704499627102724, + "FN": 55550, + "FP": 42733, + "IoU": 0.29621407958524587, + "TN": 109469169, + "TP": 41366, + "n_pred": 84099, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8227706898498363, + "FN": 12450, + "FP": 26793, + "IoU": 0.6989043534304172, + "TN": 109478484, + "TP": 91091, + "n_pred": 117884, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7186949125466974, + "FN": 85839, + "FP": 14536, + "IoU": 0.5609084983617458, + "TN": 109380221, + "TP": 128222, + "n_pred": 142758, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7992230313039561, + "FN": 32758, + "FP": 74224, + "IoU": 0.6655882417297311, + "TN": 109288907, + "TP": 212929, + "n_pred": 287153, + "n_ref": 245687 + }, + "4": { + "Dice": 0.008828885897537414, + "FN": 50067, + "FP": 3, + "IoU": 0.004434016662358578, + "TN": 109558525, + "TP": 223, + "n_pred": 226, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5726095065275467, + "FN": 4872, + "FP": 3607, + "IoU": 0.40115827388939895, + "TN": 109594659, + "TP": 5680, + "n_pred": 9287, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9105317525768388, + "FN": 79016, + "FP": 151196, + "IoU": 0.8357579532312689, + "TN": 108207155, + "TP": 1171451, + "n_pred": 1322647, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7508223517705069, + "FN": 437766, + "FP": 66815, + "IoU": 0.6010533032148598, + "TN": 108344035, + "TP": 760202, + "n_pred": 827017, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8867451347555675, + "FN": 9861, + "FP": 10461, + "IoU": 0.7965338059051452, + "TN": 109508939, + "TP": 79557, + "n_pred": 90018, + "n_ref": 89418 + }, + "9": { + "Dice": 0.654287074680438, + "FN": 19473, + "FP": 18283, + "IoU": 0.4862010777856404, + "TN": 109535334, + "TP": 35728, + "n_pred": 54011, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8902777904317641, + "FN": 9918, + "FP": 2125, + "IoU": 0.802252836570828, + "TN": 67006451, + "TP": 48858, + "n_pred": 50983, + "n_ref": 58776 + }, + "10": { + "Dice": 0.29585456576152536, + "FN": 63962, + "FP": 6649, + "IoU": 0.1736087541693487, + "TN": 66981907, + "TP": 14834, + "n_pred": 21483, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.2007021891780256, + "FN": 33352, + "FP": 5350, + "IoU": 0.1115447303780905, + "TN": 67023791, + "TP": 4859, + "n_pred": 10209, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7696898575020955, + "FN": 6608, + "FP": 34606, + "IoU": 0.6256063661634055, + "TN": 66957270, + "TP": 68868, + "n_pred": 103474, + "n_ref": 75476 + }, + "15": { + "Dice": 0.27401829650913173, + "FN": 23065, + "FP": 20899, + "IoU": 0.15876083503951322, + "TN": 67015091, + "TP": 8297, + "n_pred": 29196, + "n_ref": 31362 + }, + "2": { + "Dice": 0.4145866106854655, + "FN": 107429, + "FP": 1606, + "IoU": 0.26150063666657636, + "TN": 66919708, + "TP": 38609, + "n_pred": 40215, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7509236306996799, + "FN": 2239, + "FP": 102663, + "IoU": 0.6011831215094684, + "TN": 66804319, + "TP": 158131, + "n_pred": 260794, + "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": 0.07734359182020652, + "FN": 8539, + "FP": 575, + "IoU": 0.040227464195450716, + "TN": 67057856, + "TP": 382, + "n_pred": 957, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9419704695382412, + "FN": 89389, + "FP": 32646, + "IoU": 0.8903064067853894, + "TN": 65954844, + "TP": 990473, + "n_pred": 1023119, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.18101094945252738, + "FN": 315406, + "FP": 12206, + "IoU": 0.09951184115047167, + "TN": 66703536, + "TP": 36204, + "n_pred": 48410, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9040589566582129, + "FN": 6221, + "FP": 10651, + "IoU": 0.8249156851553987, + "TN": 66970987, + "TP": 79493, + "n_pred": 90144, + "n_ref": 85714 + }, + "9": { + "Dice": 0.884704170572352, + "FN": 14108, + "FP": 2374, + "IoU": 0.7932461928297247, + "TN": 66987634, + "TP": 63236, + "n_pred": 65610, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37241009536210795, + "FN": 136459, + "FP": 11024, + "IoU": 0.2288107675655325, + "TN": 74328039, + "TP": 43758, + "n_pred": 54782, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6732793330491214, + "FN": 20615, + "FP": 13872, + "IoU": 0.5074763285300125, + "TN": 74449259, + "TP": 35534, + "n_pred": 49406, + "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": 0.3545001679167133, + "FN": 30223, + "FP": 15907, + "IoU": 0.21543616170893073, + "TN": 74460483, + "TP": 12667, + "n_pred": 28574, + "n_ref": 42890 + }, + "14": { + "Dice": 0.1937453143407947, + "FN": 24689, + "FP": 35535, + "IoU": 0.10726356359324044, + "TN": 74451820, + "TP": 7236, + "n_pred": 42771, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7888130738775166, + "FN": 6949, + "FP": 5586, + "IoU": 0.6512727778550563, + "TN": 74483335, + "TP": 23410, + "n_pred": 28996, + "n_ref": 30359 + }, + "2": { + "Dice": 0.767668808089019, + "FN": 48359, + "FP": 7660, + "IoU": 0.622940337084702, + "TN": 74370712, + "TP": 92549, + "n_pred": 100209, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8290211983225846, + "FN": 8263, + "FP": 52528, + "IoU": 0.7079728489832781, + "TN": 74311111, + "TP": 147378, + "n_pred": 199906, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 5259, + "IoU": 0.0, + "TN": 74500743, + "TP": 0, + "n_pred": 5259, + "n_ref": 13278 + }, + "5": { + "Dice": 0.35494093921060216, + "FN": 7690, + "FP": 1266, + "IoU": 0.2157618213660245, + "TN": 74507860, + "TP": 2464, + "n_pred": 3730, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8750635959026212, + "FN": 186105, + "FP": 219326, + "IoU": 0.7778782806880097, + "TN": 72694015, + "TP": 1419834, + "n_pred": 1639160, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.33410191528861466, + "FN": 116621, + "FP": 84961, + "IoU": 0.2005536343158095, + "TN": 74267128, + "TP": 50570, + "n_pred": 135531, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9525108343182713, + "FN": 1519, + "FP": 4749, + "IoU": 0.909327624117579, + "TN": 74450152, + "TP": 62860, + "n_pred": 67609, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8351314922603613, + "FN": 23773, + "FP": 3504, + "IoU": 0.7169319856374919, + "TN": 74422918, + "TP": 69085, + "n_pred": 72589, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256583914213046, + "FN": 30346, + "FP": 10224, + "IoU": 0.8616052697111005, + "TN": 65758033, + "TP": 252577, + "n_pred": 262801, + "n_ref": 282923 + }, + "10": { + "Dice": 0.45273230343555454, + "FN": 56044, + "FP": 10414, + "IoU": 0.2926011474554802, + "TN": 65957233, + "TP": 27489, + "n_pred": 37903, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6096754997910943, + "FN": 23549, + "FP": 7280, + "IoU": 0.4385130951080028, + "TN": 65996274, + "TP": 24077, + "n_pred": 31357, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7295027095951546, + "FN": 12900, + "FP": 21042, + "IoU": 0.5741867496330494, + "TN": 65971469, + "TP": 45769, + "n_pred": 66811, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6934547758050985, + "FN": 4344, + "FP": 13561, + "IoU": 0.5307545142437823, + "TN": 66013023, + "TP": 20252, + "n_pred": 33813, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5765914246149403, + "FN": 76079, + "FP": 23599, + "IoU": 0.4050779478119703, + "TN": 65883632, + "TP": 67870, + "n_pred": 91469, + "n_ref": 143949 + }, + "3": { + "Dice": 0.654895021666748, + "FN": 42649, + "FP": 77686, + "IoU": 0.4868727959644028, + "TN": 65816667, + "TP": 114178, + "n_pred": 191864, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6115456238361267, + "FN": 16392, + "FP": 296, + "IoU": 0.440450643776824, + "TN": 66021356, + "TP": 13136, + "n_pred": 13432, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7693678707224335, + "FN": 3504, + "FP": 378, + "IoU": 0.6251810369798204, + "TN": 66040823, + "TP": 6475, + "n_pred": 6853, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8941931185387316, + "FN": 41059, + "FP": 191433, + "IoU": 0.8086340694110171, + "TN": 64836272, + "TP": 982416, + "n_pred": 1173849, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.749714986842155, + "FN": 381391, + "FP": 15973, + "IoU": 0.5996352663210764, + "TN": 65058675, + "TP": 595141, + "n_pred": 611114, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8760278150542882, + "FN": 9490, + "FP": 10834, + "IoU": 0.7794034645942778, + "TN": 65959048, + "TP": 71808, + "n_pred": 82642, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7747094249228226, + "FN": 24161, + "FP": 2549, + "IoU": 0.6322658809923727, + "TN": 65978546, + "TP": 45924, + "n_pred": 48473, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544464966899607, + "FN": 3272, + "FP": 11082, + "IoU": 0.9128624156184741, + "TN": 113307812, + "TP": 150374, + "n_pred": 161456, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7682048637965111, + "FN": 13519, + "FP": 26942, + "IoU": 0.6236466123451279, + "TN": 113365032, + "TP": 67047, + "n_pred": 93989, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.3328138112936099, + "FN": 58832, + "FP": 13513, + "IoU": 0.19962606069322594, + "TN": 113382151, + "TP": 18044, + "n_pred": 31557, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9241043368950346, + "FN": 34236, + "FP": 3438, + "IoU": 0.8589163137140353, + "TN": 113205507, + "TP": 229359, + "n_pred": 232797, + "n_ref": 263595 + }, + "15": { + "Dice": 0.555912885541466, + "FN": 5202, + "FP": 21449, + "IoU": 0.3849579987076525, + "TN": 113429208, + "TP": 16681, + "n_pred": 38130, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6747785547785548, + "FN": 61955, + "FP": 829, + "IoU": 0.5091817350313094, + "TN": 113344623, + "TP": 65133, + "n_pred": 65962, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7700153920374923, + "FN": 2987, + "FP": 67090, + "IoU": 0.6260366081434442, + "TN": 113285150, + "TP": 117313, + "n_pred": 184403, + "n_ref": 120300 + }, + "4": { + "Dice": 0.11814550296574265, + "FN": 29140, + "FP": 0, + "IoU": 0.06278142287405121, + "TN": 113441448, + "TP": 1952, + "n_pred": 1952, + "n_ref": 31092 + }, + "5": { + "Dice": 0.4721141929142271, + "FN": 21779, + "FP": 2925, + "IoU": 0.30899834969651196, + "TN": 113436789, + "TP": 11047, + "n_pred": 13972, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9453841214112435, + "FN": 74086, + "FP": 49491, + "IoU": 0.8964250781775802, + "TN": 112279423, + "TP": 1069540, + "n_pred": 1119031, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6816369450918749, + "FN": 60830, + "FP": 86007, + "IoU": 0.5170328025760531, + "TN": 113168509, + "TP": 157194, + "n_pred": 243201, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9483715387050521, + "FN": 10860, + "FP": 11320, + "IoU": 0.9018123544671395, + "TN": 113246646, + "TP": 203714, + "n_pred": 215034, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8638115415657789, + "FN": 20618, + "FP": 6380, + "IoU": 0.7602713574086077, + "TN": 113359921, + "TP": 85621, + "n_pred": 92001, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8206257461491425, + "FN": 14457, + "FP": 34825, + "IoU": 0.6958145334016406, + "TN": 75034715, + "TP": 112731, + "n_pred": 147556, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5284141905616704, + "FN": 60904, + "FP": 8977, + "IoU": 0.35907806882383153, + "TN": 75087696, + "TP": 39151, + "n_pred": 48128, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.1793275567146182, + "FN": 48865, + "FP": 9667, + "IoU": 0.09849523310795201, + "TN": 75131801, + "TP": 6395, + "n_pred": 16062, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9256997661020558, + "FN": 7003, + "FP": 13232, + "IoU": 0.8616769659849065, + "TN": 75050440, + "TP": 126053, + "n_pred": 139285, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5926244798392882, + "FN": 40772, + "FP": 4652, + "IoU": 0.42108482871125613, + "TN": 75118264, + "TP": 33040, + "n_pred": 37692, + "n_ref": 73812 + }, + "2": { + "Dice": 0.5670613604984168, + "FN": 88197, + "FP": 542, + "IoU": 0.39573317716916123, + "TN": 75049874, + "TP": 58115, + "n_pred": 58657, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7091419738743017, + "FN": 7129, + "FP": 108031, + "IoU": 0.5493570629162655, + "TN": 74941182, + "TP": 140386, + "n_pred": 248417, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6721686335322101, + "FN": 12176, + "FP": 297, + "IoU": 0.506215360253365, + "TN": 75171468, + "TP": 12787, + "n_pred": 13084, + "n_ref": 24963 + }, + "5": { + "Dice": 0.219320545412526, + "FN": 6752, + "FP": 4, + "IoU": 0.12316677482154445, + "TN": 75189023, + "TP": 949, + "n_pred": 953, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9592933796181894, + "FN": 41446, + "FP": 61676, + "IoU": 0.9217711897193922, + "TN": 73878518, + "TP": 1215088, + "n_pred": 1276764, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6246533328983002, + "FN": 56089, + "FP": 58951, + "IoU": 0.45417882475743127, + "TN": 74985963, + "TP": 95725, + "n_pred": 154676, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8328528101246864, + "FN": 18010, + "FP": 8774, + "IoU": 0.7135799300631998, + "TN": 75103215, + "TP": 66729, + "n_pred": 75503, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8046196376699738, + "FN": 19895, + "FP": 7951, + "IoU": 0.6731076258452291, + "TN": 75111544, + "TP": 57338, + "n_pred": 65289, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417761030342229, + "FN": 14906, + "FP": 9940, + "IoU": 0.8899592097046357, + "TN": 86702083, + "TP": 200943, + "n_pred": 210883, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6525055479515767, + "FN": 19725, + "FP": 32575, + "IoU": 0.48423616658284274, + "TN": 86826469, + "TP": 49103, + "n_pred": 81678, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.47869608267838354, + "FN": 24420, + "FP": 42970, + "IoU": 0.3146617038370402, + "TN": 86829541, + "TP": 30941, + "n_pred": 73911, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8036864846484414, + "FN": 14736, + "FP": 18749, + "IoU": 0.6718025620669038, + "TN": 86825845, + "TP": 68542, + "n_pred": 87291, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7716585024492653, + "FN": 52383, + "FP": 12877, + "IoU": 0.6282117017034126, + "TN": 86752342, + "TP": 110270, + "n_pred": 123147, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7637372708011055, + "FN": 20046, + "FP": 44406, + "IoU": 0.6177790956263899, + "TN": 86759247, + "TP": 104173, + "n_pred": 148579, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7269645173303882, + "FN": 57135, + "FP": 27909, + "IoU": 0.5710481186320993, + "TN": 86729612, + "TP": 113216, + "n_pred": 141125, + "n_ref": 170351 + }, + "4": { + "Dice": 0.1481592337623466, + "FN": 15037, + "FP": 2039, + "IoU": 0.08000646516890254, + "TN": 86909311, + "TP": 1485, + "n_pred": 3524, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6196762141967621, + "FN": 1741, + "FP": 2840, + "IoU": 0.4489354023818116, + "TN": 86919559, + "TP": 3732, + "n_pred": 6572, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9156861019552626, + "FN": 29748, + "FP": 181030, + "IoU": 0.8444843357688684, + "TN": 85572523, + "TP": 1144571, + "n_pred": 1325601, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8258316743844456, + "FN": 277123, + "FP": 37576, + "IoU": 0.7033332924830055, + "TN": 85867089, + "TP": 746084, + "n_pred": 783660, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8924688260340633, + "FN": 7437, + "FP": 3877, + "IoU": 0.8058182442289539, + "TN": 86869607, + "TP": 46951, + "n_pred": 50828, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7469002238988504, + "FN": 11063, + "FP": 15841, + "IoU": 0.5960421014699478, + "TN": 86861271, + "TP": 39697, + "n_pred": 55538, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.881376661552821, + "FN": 6309, + "FP": 15805, + "IoU": 0.7879119192849197, + "TN": 37645332, + "TP": 82154, + "n_pred": 97959, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5408044785403276, + "FN": 33161, + "FP": 11133, + "IoU": 0.37061824175511887, + "TN": 37679223, + "TP": 26083, + "n_pred": 37216, + "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": 0.31899681410683856, + "FN": 36274, + "FP": 492, + "IoU": 0.18976574035304228, + "TN": 37704223, + "TP": 8611, + "n_pred": 9103, + "n_ref": 44885 + }, + "14": { + "Dice": 0.32077445071892946, + "FN": 15778, + "FP": 342055, + "IoU": 0.19102523234967636, + "TN": 37307271, + "TP": 84496, + "n_pred": 426551, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12009, + "IoU": 0.0, + "TN": 37737591, + "TP": 0, + "n_pred": 12009, + "n_ref": 0 + }, + "2": { + "Dice": 0.00682078051205568, + "FN": 99889, + "FP": 0, + "IoU": 0.0034220608189001515, + "TN": 37649368, + "TP": 343, + "n_pred": 343, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6176566905486466, + "FN": 11369, + "FP": 84369, + "IoU": 0.44681859153627473, + "TN": 37576532, + "TP": 77330, + "n_pred": 161699, + "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": 0.43592330978809285, + "FN": 7241, + "FP": 26, + "IoU": 0.2787096774193548, + "TN": 37739525, + "TP": 2808, + "n_pred": 2834, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9206135366148387, + "FN": 89232, + "FP": 23437, + "IoU": 0.8529044673467736, + "TN": 36983642, + "TP": 653289, + "n_pred": 676726, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8190353506577155, + "FN": 80793, + "FP": 36087, + "IoU": 0.6935307937573418, + "TN": 37368224, + "TP": 264496, + "n_pred": 300583, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8696370519609417, + "FN": 4923, + "FP": 17012, + "IoU": 0.7693432038528676, + "TN": 37654502, + "TP": 73163, + "n_pred": 90175, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8212300991288676, + "FN": 11029, + "FP": 8015, + "IoU": 0.6966839741343611, + "TN": 37686814, + "TP": 43742, + "n_pred": 51757, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8922962622623895, + "FN": 15471, + "FP": 28599, + "IoU": 0.8055369245975713, + "TN": 75680064, + "TP": 182554, + "n_pred": 211153, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6054452873324327, + "FN": 55849, + "FP": 20087, + "IoU": 0.4341495402315981, + "TN": 75772490, + "TP": 58262, + "n_pred": 78349, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6016530945869555, + "FN": 21811, + "FP": 4262, + "IoU": 0.4302602539169198, + "TN": 75860925, + "TP": 19690, + "n_pred": 23952, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8832853641578983, + "FN": 9976, + "FP": 20073, + "IoU": 0.7909678406711512, + "TN": 75762935, + "TP": 113704, + "n_pred": 133777, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7754603711556328, + "FN": 57063, + "FP": 18341, + "IoU": 0.6332668644521181, + "TN": 75701078, + "TP": 130206, + "n_pred": 148547, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6131391311076045, + "FN": 61962, + "FP": 103033, + "IoU": 0.44210572585935226, + "TN": 75610942, + "TP": 130751, + "n_pred": 233784, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5948081996522688, + "FN": 118327, + "FP": 62752, + "IoU": 0.42329324687567677, + "TN": 75592700, + "TP": 132909, + "n_pred": 195661, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5947940244454504, + "FN": 17038, + "FP": 864, + "IoU": 0.42327888921104345, + "TN": 75875647, + "TP": 13139, + "n_pred": 14003, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7406775092101716, + "FN": 1386, + "FP": 4386, + "IoU": 0.588155547627542, + "TN": 75892673, + "TP": 8243, + "n_pred": 12629, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9553633709627154, + "FN": 73012, + "FP": 79670, + "IoU": 0.914541328924258, + "TN": 74120070, + "TP": 1633936, + "n_pred": 1713606, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7568444202361402, + "FN": 88930, + "FP": 29816, + "IoU": 0.6088090924065228, + "TN": 75603138, + "TP": 184804, + "n_pred": 214620, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8934597221585439, + "FN": 13798, + "FP": 4792, + "IoU": 0.8074353370140565, + "TN": 75810149, + "TP": 77949, + "n_pred": 82741, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8478070774695997, + "FN": 15695, + "FP": 6583, + "IoU": 0.7358204176499188, + "TN": 75822359, + "TP": 62051, + "n_pred": 68634, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.914573978601918, + "FN": 12558, + "FP": 2852, + "IoU": 0.8425944841675179, + "TN": 61289850, + "TP": 82490, + "n_pred": 85342, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8076661228789066, + "FN": 15177, + "FP": 14769, + "IoU": 0.6773825170756933, + "TN": 61294928, + "TP": 62876, + "n_pred": 77645, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.3529238038984052, + "FN": 28700, + "FP": 10738, + "IoU": 0.2142729065805989, + "TN": 61337557, + "TP": 10755, + "n_pred": 21493, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8481974931937448, + "FN": 1969, + "FP": 21115, + "IoU": 0.7364087924636026, + "TN": 61300175, + "TP": 64491, + "n_pred": 85606, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8752760265900847, + "FN": 4481, + "FP": 6420, + "IoU": 0.7782140749933877, + "TN": 61338599, + "TP": 38250, + "n_pred": 44670, + "n_ref": 42731 + }, + "2": { + "Dice": 0.5113970283058022, + "FN": 86958, + "FP": 1335, + "IoU": 0.3435415876697968, + "TN": 61253251, + "TP": 46206, + "n_pred": 47541, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6662139340838443, + "FN": 3634, + "FP": 126617, + "IoU": 0.4994908487263533, + "TN": 61127513, + "TP": 129986, + "n_pred": 256603, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6015249347437834, + "FN": 10219, + "FP": 1383, + "IoU": 0.43012918119750476, + "TN": 61367391, + "TP": 8757, + "n_pred": 10140, + "n_ref": 18976 + }, + "5": { + "Dice": 0.11001858422030748, + "FN": 26067, + "FP": 272, + "IoU": 0.058211463510566025, + "TN": 61359783, + "TP": 1628, + "n_pred": 1900, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9540743755405199, + "FN": 56976, + "FP": 33300, + "IoU": 0.9121818542628902, + "TN": 60359762, + "TP": 937712, + "n_pred": 971012, + "n_ref": 994688 + }, + "7": { + "Dice": 0.674813612031449, + "FN": 72290, + "FP": 31649, + "IoU": 0.509221659804329, + "TN": 61175966, + "TP": 107845, + "n_pred": 139494, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9450280677716542, + "FN": 15256, + "FP": 11625, + "IoU": 0.8957850336127287, + "TN": 61129812, + "TP": 231057, + "n_pred": 242682, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8053689542799987, + "FN": 17315, + "FP": 12846, + "IoU": 0.6741570605965667, + "TN": 61295187, + "TP": 62402, + "n_pred": 75248, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708831558202514, + "FN": 6438, + "FP": 4303, + "IoU": 0.9434139197226803, + "TN": 39558983, + "TP": 179076, + "n_pred": 183379, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5561241089650685, + "FN": 23629, + "FP": 21392, + "IoU": 0.38516060308095706, + "TN": 39675576, + "TP": 28203, + "n_pred": 49595, + "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": 0.5662012088010242, + "FN": 24794, + "FP": 4346, + "IoU": 0.39489586145316363, + "TN": 39700643, + "TP": 19017, + "n_pred": 23363, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2167089071422028, + "FN": 26236, + "FP": 25068, + "IoU": 0.12152189174842896, + "TN": 39690399, + "TP": 7097, + "n_pred": 32165, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7084244139778989, + "FN": 16553, + "FP": 12392, + "IoU": 0.5484962875148187, + "TN": 39684692, + "TP": 35163, + "n_pred": 47555, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6315123319536141, + "FN": 62464, + "FP": 2168, + "IoU": 0.46146731658542683, + "TN": 39628785, + "TP": 55383, + "n_pred": 57551, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7791780562556948, + "FN": 2583, + "FP": 72061, + "IoU": 0.6382405397022333, + "TN": 39542464, + "TP": 131692, + "n_pred": 203753, + "n_ref": 134275 + }, + "4": { + "Dice": 0.62037193100736, + "FN": 12731, + "FP": 783, + "IoU": 0.44966606939240916, + "TN": 39724244, + "TP": 11042, + "n_pred": 11825, + "n_ref": 23773 + }, + "5": { + "Dice": 0.787475016655563, + "FN": 1796, + "FP": 756, + "IoU": 0.6494505494505495, + "TN": 39741520, + "TP": 4728, + "n_pred": 5484, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9665700666869486, + "FN": 33608, + "FP": 28257, + "IoU": 0.9353029513943356, + "TN": 38792574, + "TP": 894361, + "n_pred": 922618, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7471469828942534, + "FN": 278570, + "FP": 28388, + "IoU": 0.5963564541834765, + "TN": 38988332, + "TP": 453510, + "n_pred": 481898, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9387273703590058, + "FN": 585, + "FP": 5805, + "IoU": 0.8845298975406133, + "TN": 39693461, + "TP": 48949, + "n_pred": 54754, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8583816643758311, + "FN": 3222, + "FP": 9451, + "IoU": 0.7518989819890368, + "TN": 39697720, + "TP": 38407, + "n_pred": 47858, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8801244600387282, + "FN": 17189, + "FP": 4540, + "IoU": 0.7859127453298652, + "TN": 101295112, + "TP": 79767, + "n_pred": 84307, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5735582902402304, + "FN": 47342, + "FP": 4776, + "IoU": 0.40209024057269377, + "TN": 101309441, + "TP": 35049, + "n_pred": 39825, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.4818165554959237, + "FN": 31092, + "FP": 9460, + "IoU": 0.31736385826108915, + "TN": 101337203, + "TP": 18853, + "n_pred": 28313, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9483541715302259, + "FN": 15099, + "FP": 2378, + "IoU": 0.9017809474033236, + "TN": 101218669, + "TP": 160462, + "n_pred": 162840, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7101813110181311, + "FN": 11598, + "FP": 870, + "IoU": 0.5506055363321799, + "TN": 101368864, + "TP": 15276, + "n_pred": 16146, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5912193033098707, + "FN": 104422, + "FP": 2495, + "IoU": 0.4196673795282087, + "TN": 101212374, + "TP": 77317, + "n_pred": 79812, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6163141347247307, + "FN": 52010, + "FP": 91383, + "IoU": 0.4454147796054285, + "TN": 101138049, + "TP": 115166, + "n_pred": 206549, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5306692630063921, + "FN": 3878, + "FP": 7209, + "IoU": 0.36116392970325556, + "TN": 101379253, + "TP": 6268, + "n_pred": 13477, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5421820293118919, + "FN": 23108, + "FP": 2913, + "IoU": 0.3719133939993724, + "TN": 101355179, + "TP": 15408, + "n_pred": 18321, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9562006513767366, + "FN": 67938, + "FP": 93535, + "IoU": 0.916077072320397, + "TN": 99472545, + "TP": 1762590, + "n_pred": 1856125, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7321768461631128, + "FN": 157129, + "FP": 65191, + "IoU": 0.5775070789228635, + "TN": 100870398, + "TP": 303890, + "n_pred": 369081, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9399017326092578, + "FN": 19470, + "FP": 10742, + "IoU": 0.8866175537883593, + "TN": 101130147, + "TP": 236249, + "n_pred": 246991, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8997184728543292, + "FN": 5764, + "FP": 12260, + "IoU": 0.8177166031209863, + "TN": 101297729, + "TP": 80855, + "n_pred": 93115, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.801150389845284, + "FN": 69494, + "FP": 3727, + "IoU": 0.6682659635197217, + "TN": 73662782, + "TP": 147501, + "n_pred": 151228, + "n_ref": 216995 + }, + "10": { + "Dice": 0.144439398292753, + "FN": 68049, + "FP": 24260, + "IoU": 0.07784138020599195, + "TN": 73783403, + "TP": 7792, + "n_pred": 32052, + "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": 0.0003669724770642202, + "FN": 61223, + "FP": 25945, + "IoU": 0.00018351991191044228, + "TN": 73796320, + "TP": 16, + "n_pred": 25961, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7841313603685349, + "FN": 11268, + "FP": 38216, + "IoU": 0.6449145366609739, + "TN": 73744146, + "TP": 89874, + "n_pred": 128090, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8474705857367371, + "FN": 52583, + "FP": 8464, + "IoU": 0.7353136286577725, + "TN": 73652865, + "TP": 169592, + "n_pred": 178056, + "n_ref": 222175 + }, + "2": { + "Dice": 0.583496640537514, + "FN": 65995, + "FP": 112535, + "IoU": 0.4119274667720737, + "TN": 73579919, + "TP": 125055, + "n_pred": 237590, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6760641315496035, + "FN": 66574, + "FP": 49339, + "IoU": 0.5106471904420146, + "TN": 73646634, + "TP": 120957, + "n_pred": 170296, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 425, + "IoU": 0.0, + "TN": 73835191, + "TP": 0, + "n_pred": 425, + "n_ref": 47888 + }, + "5": { + "Dice": 0.49536875218455084, + "FN": 9459, + "FP": 2091, + "IoU": 0.3292293396829084, + "TN": 73866285, + "TP": 5669, + "n_pred": 7760, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7161637246302612, + "FN": 259830, + "FP": 882785, + "IoU": 0.5578310399618592, + "TN": 71299390, + "TP": 1441499, + "n_pred": 2324284, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3301849769839418, + "FN": 110338, + "FP": 142268, + "IoU": 0.19773745740264936, + "TN": 73568637, + "TP": 62261, + "n_pred": 204529, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6422088216095241, + "FN": 38126, + "FP": 7916, + "IoU": 0.47298055240776987, + "TN": 73796141, + "TP": 41321, + "n_pred": 49237, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6926971114264193, + "FN": 11093, + "FP": 59079, + "IoU": 0.529867345571486, + "TN": 73734244, + "TP": 79088, + "n_pred": 138167, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9403139516963519, + "FN": 16502, + "FP": 5186, + "IoU": 0.8873514501786753, + "TN": 69303248, + "TP": 170840, + "n_pred": 176026, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5608804402201101, + "FN": 33837, + "FP": 18831, + "IoU": 0.38973859844271413, + "TN": 69409472, + "TP": 33636, + "n_pred": 52467, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6245419016322501, + "FN": 31635, + "FP": 23893, + "IoU": 0.4540610160159668, + "TN": 69394065, + "TP": 46183, + "n_pred": 70076, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9111627890857041, + "FN": 19582, + "FP": 6051, + "IoU": 0.8368218682759763, + "TN": 69338690, + "TP": 131453, + "n_pred": 137504, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9019103517041335, + "FN": 14397, + "FP": 2917, + "IoU": 0.8213449176065131, + "TN": 69398863, + "TP": 79599, + "n_pred": 82516, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5492109894125453, + "FN": 93037, + "FP": 719, + "IoU": 0.3785602078624502, + "TN": 69344907, + "TP": 57113, + "n_pred": 57832, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7750899955540045, + "FN": 10438, + "FP": 83654, + "IoU": 0.6327730141322208, + "TN": 69239553, + "TP": 162131, + "n_pred": 245785, + "n_ref": 172569 + }, + "4": { + "Dice": 0.2178165603873999, + "FN": 32576, + "FP": 52, + "IoU": 0.12221893411530495, + "TN": 69458605, + "TP": 4543, + "n_pred": 4595, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8023002526792716, + "FN": 5281, + "FP": 1526, + "IoU": 0.6698675978466463, + "TN": 69475157, + "TP": 13812, + "n_pred": 15338, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9520494521454559, + "FN": 96032, + "FP": 40322, + "IoU": 0.9084870026496715, + "TN": 68005780, + "TP": 1353642, + "n_pred": 1393964, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8006902854873609, + "FN": 38781, + "FP": 97733, + "IoU": 0.6676259483253961, + "TN": 69085052, + "TP": 274210, + "n_pred": 371943, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8402131525303554, + "FN": 12844, + "FP": 16002, + "IoU": 0.724454803366225, + "TN": 69391089, + "TP": 75841, + "n_pred": 91843, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7992265508606207, + "FN": 17336, + "FP": 14333, + "IoU": 0.6655931236932694, + "TN": 69401074, + "TP": 63033, + "n_pred": 77366, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9391115018643312, + "FN": 9610, + "FP": 15391, + "IoU": 0.8852122570040679, + "TN": 50615750, + "TP": 192801, + "n_pred": 208192, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7110856336537613, + "FN": 27462, + "FP": 11850, + "IoU": 0.5516934656175162, + "TN": 50745862, + "TP": 48378, + "n_pred": 60228, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6240718826252238, + "FN": 18467, + "FP": 17430, + "IoU": 0.45356430669934394, + "TN": 50767859, + "TP": 29796, + "n_pred": 47226, + "n_ref": 48263 + }, + "14": { + "Dice": 0.31671376930660533, + "FN": 38690, + "FP": 13291, + "IoU": 0.18815205847441743, + "TN": 50769524, + "TP": 12047, + "n_pred": 25338, + "n_ref": 50737 + }, + "15": { + "Dice": 0.14339964463644916, + "FN": 30640, + "FP": 18534, + "IoU": 0.07723775567648715, + "TN": 50780262, + "TP": 4116, + "n_pred": 22650, + "n_ref": 34756 + }, + "2": { + "Dice": 0.3373974693823372, + "FN": 168859, + "FP": 862, + "IoU": 0.20293333082862133, + "TN": 50620620, + "TP": 43211, + "n_pred": 44073, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6837669374344393, + "FN": 5952, + "FP": 176437, + "IoU": 0.5194877388216201, + "TN": 50453980, + "TP": 197183, + "n_pred": 373620, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5889231217098081, + "FN": 5827, + "FP": 11118, + "IoU": 0.417357218993914, + "TN": 50804469, + "TP": 12138, + "n_pred": 23256, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7766516516516516, + "FN": 4568, + "FP": 192, + "IoU": 0.6348573181957655, + "TN": 50820516, + "TP": 8276, + "n_pred": 8468, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9575792369440681, + "FN": 53017, + "FP": 136884, + "IoU": 0.918611055037752, + "TN": 48500299, + "TP": 2143352, + "n_pred": 2280236, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6201965080710804, + "FN": 72547, + "FP": 118294, + "IoU": 0.4494817643953533, + "TN": 50486895, + "TP": 155816, + "n_pred": 274110, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9450132092272725, + "FN": 6879, + "FP": 4298, + "IoU": 0.8957583331778926, + "TN": 50726330, + "TP": 96045, + "n_pred": 100343, + "n_ref": 102924 + }, + "9": { + "Dice": 0.892560182999891, + "FN": 16790, + "FP": 6882, + "IoU": 0.805967213114754, + "TN": 50711552, + "TP": 98328, + "n_pred": 105210, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9052292001663085, + "FN": 31243, + "FP": 6595, + "IoU": 0.8268664092098761, + "TN": 76666312, + "TP": 180710, + "n_pred": 187305, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6539234149403641, + "FN": 23291, + "FP": 20813, + "IoU": 0.48579956162850346, + "TN": 76799088, + "TP": 41668, + "n_pred": 62481, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.45336342789910317, + "FN": 23902, + "FP": 21629, + "IoU": 0.2931286095758554, + "TN": 76820448, + "TP": 18881, + "n_pred": 40510, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7961290945585223, + "FN": 23798, + "FP": 5759, + "IoU": 0.6613076958335243, + "TN": 76797592, + "TP": 57711, + "n_pred": 63470, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7303660944857967, + "FN": 11167, + "FP": 10133, + "IoU": 0.5752572385738215, + "TN": 76834712, + "TP": 28848, + "n_pred": 38981, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8798531050737215, + "FN": 7583, + "FP": 18721, + "IoU": 0.7854801089562707, + "TN": 76762242, + "TP": 96314, + "n_pred": 115035, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8847473555380715, + "FN": 16445, + "FP": 4649, + "IoU": 0.7933156311545283, + "TN": 76782801, + "TP": 80965, + "n_pred": 85614, + "n_ref": 97410 + }, + "4": { + "Dice": 0.4454925969888174, + "FN": 17751, + "FP": 1, + "IoU": 0.28658120001607523, + "TN": 76859977, + "TP": 7131, + "n_pred": 7132, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7514597993711634, + "FN": 5717, + "FP": 923, + "IoU": 0.6018707279050246, + "TN": 76868182, + "TP": 10038, + "n_pred": 10961, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9567909186301965, + "FN": 35494, + "FP": 63457, + "IoU": 0.9171612246452703, + "TN": 75690359, + "TP": 1095550, + "n_pred": 1159007, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6917189842314672, + "FN": 38416, + "FP": 70988, + "IoU": 0.5287235508994417, + "TN": 76652716, + "TP": 122740, + "n_pred": 193728, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9191103330282895, + "FN": 8006, + "FP": 4192, + "IoU": 0.850327615401605, + "TN": 76803362, + "TP": 69300, + "n_pred": 73492, + "n_ref": 77306 + }, + "9": { + "Dice": 0.87580697461899, + "FN": 17492, + "FP": 3573, + "IoU": 0.7790539123138243, + "TN": 76789520, + "TP": 74275, + "n_pred": 77848, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7535342728133149, + "FN": 23859, + "FP": 42024, + "IoU": 0.6045366963390697, + "TN": 130833335, + "TP": 100714, + "n_pred": 142738, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5147621910699028, + "FN": 25029, + "FP": 36307, + "IoU": 0.3465857036326835, + "TN": 130906062, + "TP": 32534, + "n_pred": 68841, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.37053290524515575, + "FN": 55451, + "FP": 22579, + "IoU": 0.22739514436215297, + "TN": 130898936, + "TP": 22966, + "n_pred": 45545, + "n_ref": 78417 + }, + "14": { + "Dice": 0.40260842618665876, + "FN": 707069, + "FP": 2355, + "IoU": 0.25204116059379217, + "TN": 130051452, + "TP": 239056, + "n_pred": 241411, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1678515093238834, + "FN": 21426, + "FP": 17085, + "IoU": 0.09161457719070645, + "TN": 130957537, + "TP": 3884, + "n_pred": 20969, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8094395463388385, + "FN": 62413, + "FP": 11247, + "IoU": 0.6798810962095071, + "TN": 130769830, + "TP": 156442, + "n_pred": 167689, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8602232329705407, + "FN": 35378, + "FP": 45107, + "IoU": 0.7547295732413423, + "TN": 130671784, + "TP": 247663, + "n_pred": 292770, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 3896, + "IoU": 0.0, + "TN": 130993756, + "TP": 0, + "n_pred": 3896, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5460171856436328, + "FN": 13838, + "FP": 2593, + "IoU": 0.37553207661903315, + "TN": 130973620, + "TP": 9881, + "n_pred": 12474, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8574513014724943, + "FN": 116803, + "FP": 334127, + "IoU": 0.7504724328840956, + "TN": 129192797, + "TP": 1356205, + "n_pred": 1690332, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.289330944358493, + "FN": 133096, + "FP": 215549, + "IoU": 0.16913320750400365, + "TN": 130580316, + "TP": 70971, + "n_pred": 286520, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7985962353584614, + "FN": 38413, + "FP": 5777, + "IoU": 0.6647192716236723, + "TN": 130868132, + "TP": 87610, + "n_pred": 93387, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5300639277571639, + "FN": 21648, + "FP": 41424, + "IoU": 0.3606033879748183, + "TN": 130901289, + "TP": 35571, + "n_pred": 76995, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9031826915044692, + "FN": 8763, + "FP": 1668, + "IoU": 0.8234577303884234, + "TN": 74367613, + "TP": 48654, + "n_pred": 50322, + "n_ref": 57417 + }, + "10": { + "Dice": 0.41690120385669927, + "FN": 55815, + "FP": 8411, + "IoU": 0.2633450324593398, + "TN": 74339512, + "TP": 22960, + "n_pred": 31371, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.49480511029651, + "FN": 57703, + "FP": 35461, + "IoU": 0.3287315906274318, + "TN": 74287910, + "TP": 45624, + "n_pred": 81085, + "n_ref": 103327 + }, + "14": { + "Dice": 0.904399387803022, + "FN": 11051, + "FP": 22742, + "IoU": 0.825482733155337, + "TN": 74233061, + "TP": 159844, + "n_pred": 182586, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3604786923525978, + "FN": 17278, + "FP": 250, + "IoU": 0.21986825707673135, + "TN": 74404230, + "TP": 4940, + "n_pred": 5190, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8003766914449358, + "FN": 15065, + "FP": 36657, + "IoU": 0.667190013512644, + "TN": 74271288, + "TP": 103688, + "n_pred": 140345, + "n_ref": 118753 + }, + "3": { + "Dice": 0.813095161324993, + "FN": 36628, + "FP": 6847, + "IoU": 0.6850550565053608, + "TN": 74288658, + "TP": 94565, + "n_pred": 101412, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5602413865693635, + "FN": 18484, + "FP": 317, + "IoU": 0.38912174675894334, + "TN": 74395921, + "TP": 11976, + "n_pred": 12293, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.945923837332412, + "FN": 38807, + "FP": 58237, + "IoU": 0.8973960998591687, + "TN": 73480886, + "TP": 848768, + "n_pred": 907005, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6691237851052412, + "FN": 60738, + "FP": 28048, + "IoU": 0.5027693617307251, + "TN": 74248137, + "TP": 89775, + "n_pred": 117823, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8465108023126078, + "FN": 9849, + "FP": 2257, + "IoU": 0.7338697267471257, + "TN": 74381209, + "TP": 33383, + "n_pred": 35640, + "n_ref": 43232 + }, + "9": { + "Dice": 0.712130974211561, + "FN": 12219, + "FP": 5206, + "IoU": 0.5529529478167171, + "TN": 74387720, + "TP": 21553, + "n_pred": 26759, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961694236016371, + "FN": 5056, + "FP": 5726, + "IoU": 0.9262148678888912, + "TN": 106500561, + "TP": 135345, + "n_pred": 141071, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7721858614307127, + "FN": 26961, + "FP": 15748, + "IoU": 0.6289110356152957, + "TN": 106531597, + "TP": 72382, + "n_pred": 88130, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.5065876891058994, + "FN": 25121, + "FP": 5700, + "IoU": 0.3392148875501147, + "TN": 106600045, + "TP": 15822, + "n_pred": 21522, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8634858990726796, + "FN": 13780, + "FP": 4077, + "IoU": 0.7597669913361674, + "TN": 106572356, + "TP": 56475, + "n_pred": 60552, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7337001897533206, + "FN": 7228, + "FP": 6806, + "IoU": 0.5794048011508377, + "TN": 106613321, + "TP": 19333, + "n_pred": 26139, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8549171602157304, + "FN": 41314, + "FP": 8022, + "IoU": 0.7465985258994838, + "TN": 106451993, + "TP": 145359, + "n_pred": 153381, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8306538715337884, + "FN": 10136, + "FP": 47093, + "IoU": 0.7103575676291216, + "TN": 106449103, + "TP": 140356, + "n_pred": 187449, + "n_ref": 150492 + }, + "4": { + "Dice": 0.1642064066022887, + "FN": 8153, + "FP": 11494, + "IoU": 0.08944709644528896, + "TN": 106625111, + "TP": 1930, + "n_pred": 13424, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5469921812669539, + "FN": 2728, + "FP": 111, + "IoU": 0.376455084559631, + "TN": 106642135, + "TP": 1714, + "n_pred": 1825, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9722412216413042, + "FN": 45178, + "FP": 24911, + "IoU": 0.9459819192144955, + "TN": 105349178, + "TP": 1227421, + "n_pred": 1252332, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.868883769529615, + "FN": 56606, + "FP": 27970, + "IoU": 0.7681648853790045, + "TN": 106281877, + "TP": 280235, + "n_pred": 308205, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9017966879560099, + "FN": 7563, + "FP": 6260, + "IoU": 0.8211564088962492, + "TN": 106569397, + "TP": 63468, + "n_pred": 69728, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8941850066918335, + "FN": 10589, + "FP": 7042, + "IoU": 0.8086208019451621, + "TN": 106554562, + "TP": 74495, + "n_pred": 81537, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.907948542111145, + "FN": 11753, + "FP": 17241, + "IoU": 0.8314155304241649, + "TN": 107954943, + "TP": 142991, + "n_pred": 160232, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7833098989316316, + "FN": 15961, + "FP": 20101, + "IoU": 0.6438039548803857, + "TN": 108025686, + "TP": 65180, + "n_pred": 85281, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7227219452956211, + "FN": 26241, + "FP": 13031, + "IoU": 0.565829767945784, + "TN": 108036475, + "TP": 51181, + "n_pred": 64212, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7198309366498251, + "FN": 10259, + "FP": 12809, + "IoU": 0.5622936510948351, + "TN": 108074226, + "TP": 29634, + "n_pred": 42443, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6087600018500532, + "FN": 907, + "FP": 32929, + "IoU": 0.4375664893617021, + "TN": 108066768, + "TP": 26324, + "n_pred": 59253, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8456395897564966, + "FN": 29121, + "FP": 29757, + "IoU": 0.7325611500987941, + "TN": 107906773, + "TP": 161277, + "n_pred": 191034, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8747565332801461, + "FN": 22611, + "FP": 28252, + "IoU": 0.7773931234900738, + "TN": 107898440, + "TP": 177625, + "n_pred": 205877, + "n_ref": 200236 + }, + "4": { + "Dice": 0.42814070351758793, + "FN": 24150, + "FP": 317, + "IoU": 0.27237851662404094, + "TN": 108093302, + "TP": 9159, + "n_pred": 9476, + "n_ref": 33309 + }, + "5": { + "Dice": 0.06874381800197824, + "FN": 3738, + "FP": 28, + "IoU": 0.03559539052496799, + "TN": 108123023, + "TP": 139, + "n_pred": 167, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9488184702152573, + "FN": 94159, + "FP": 55286, + "IoU": 0.902620949218498, + "TN": 106592255, + "TP": 1385228, + "n_pred": 1440514, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.766530173366131, + "FN": 48222, + "FP": 78582, + "IoU": 0.6214421762208702, + "TN": 107791962, + "TP": 208162, + "n_pred": 286744, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8908614972950962, + "FN": 4884, + "FP": 4497, + "IoU": 0.8032013090542922, + "TN": 108079260, + "TP": 38287, + "n_pred": 42784, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8248540522722738, + "FN": 14193, + "FP": 5998, + "IoU": 0.7019162631392465, + "TN": 108059192, + "TP": 47545, + "n_pred": 53543, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.797563697228938, + "FN": 30146, + "FP": 17748, + "IoU": 0.6632897687727167, + "TN": 62427919, + "TP": 94347, + "n_pred": 112095, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6837220791135891, + "FN": 20394, + "FP": 15458, + "IoU": 0.5194359551766661, + "TN": 62495556, + "TP": 38752, + "n_pred": 54210, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6917148585534322, + "FN": 11866, + "FP": 14735, + "IoU": 0.5287187300687407, + "TN": 62513716, + "TP": 29843, + "n_pred": 44578, + "n_ref": 41709 + }, + "14": { + "Dice": 0.909880329140679, + "FN": 56543, + "FP": 2467, + "IoU": 0.834660958299594, + "TN": 62213257, + "TP": 297893, + "n_pred": 300360, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5455824093391781, + "FN": 44791, + "FP": 32749, + "IoU": 0.3751208819547418, + "TN": 62446072, + "TP": 46548, + "n_pred": 79297, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7984477339130676, + "FN": 51689, + "FP": 6533, + "IoU": 0.6645135267509867, + "TN": 62396615, + "TP": 115323, + "n_pred": 121856, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8262133255354406, + "FN": 13690, + "FP": 64758, + "IoU": 0.7038871231966662, + "TN": 62305234, + "TP": 186478, + "n_pred": 251236, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7251736927336363, + "FN": 9598, + "FP": 924, + "IoU": 0.5688411735781019, + "TN": 62545756, + "TP": 13882, + "n_pred": 14806, + "n_ref": 23480 + }, + "5": { + "Dice": 0.628922782080971, + "FN": 4237, + "FP": 410, + "IoU": 0.45870704717530575, + "TN": 62561575, + "TP": 3938, + "n_pred": 4348, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9369487927475846, + "FN": 62798, + "FP": 124919, + "IoU": 0.8813769142591373, + "TN": 60987694, + "TP": 1394749, + "n_pred": 1519668, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7711816618656474, + "FN": 48587, + "FP": 33786, + "IoU": 0.6275798772961756, + "TN": 62348977, + "TP": 138810, + "n_pred": 172596, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8019470904693746, + "FN": 5131, + "FP": 26971, + "IoU": 0.6693753540347083, + "TN": 62473065, + "TP": 64993, + "n_pred": 91964, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7539385269814979, + "FN": 9540, + "FP": 16606, + "IoU": 0.6050572490257092, + "TN": 62503958, + "TP": 40056, + "n_pred": 56662, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8267734509508057, + "FN": 67016, + "FP": 22530, + "IoU": 0.7047005982099869, + "TN": 55078010, + "TP": 213692, + "n_pred": 236222, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7851301115241636, + "FN": 15849, + "FP": 17386, + "IoU": 0.6462668298653611, + "TN": 55287293, + "TP": 60720, + "n_pred": 78106, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6580653687627512, + "FN": 15036, + "FP": 26361, + "IoU": 0.49038556233996455, + "TN": 55300016, + "TP": 39835, + "n_pred": 66196, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9060873547903568, + "FN": 8140, + "FP": 9904, + "IoU": 0.8282995527642972, + "TN": 55276158, + "TP": 87046, + "n_pred": 96950, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8382015096816541, + "FN": 6131, + "FP": 25421, + "IoU": 0.7214689265536723, + "TN": 55267968, + "TP": 81728, + "n_pred": 107149, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7102978323985332, + "FN": 40994, + "FP": 84932, + "IoU": 0.5507456296824831, + "TN": 55100948, + "TP": 154374, + "n_pred": 239306, + "n_ref": 195368 + }, + "3": { + "Dice": 0.5734155299904535, + "FN": 95292, + "FP": 36529, + "IoU": 0.40194993149379815, + "TN": 55160830, + "TP": 88597, + "n_pred": 125126, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 128, + "IoU": 0.0, + "TN": 55373711, + "TP": 0, + "n_pred": 128, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7833566713342669, + "FN": 1724, + "FP": 442, + "IoU": 0.6438671489641565, + "TN": 55375166, + "TP": 3916, + "n_pred": 4358, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9504629103398543, + "FN": 89825, + "FP": 57044, + "IoU": 0.9056020217900324, + "TN": 53825399, + "TP": 1408980, + "n_pred": 1466024, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7643579193255406, + "FN": 53855, + "FP": 20996, + "IoU": 0.6185916870913992, + "TN": 55184999, + "TP": 121398, + "n_pred": 142394, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9217105334328585, + "FN": 4451, + "FP": 2786, + "IoU": 0.8547895180384446, + "TN": 55331410, + "TP": 42601, + "n_pred": 45387, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8087465170049206, + "FN": 9991, + "FP": 9365, + "IoU": 0.678903800534165, + "TN": 55320967, + "TP": 40925, + "n_pred": 50290, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8470652177408721, + "FN": 25350, + "FP": 69758, + "IoU": 0.7347034982161635, + "TN": 110788118, + "TP": 263389, + "n_pred": 333147, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6492192765316855, + "FN": 30738, + "FP": 24953, + "IoU": 0.4806252156639652, + "TN": 111039388, + "TP": 51536, + "n_pred": 76489, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5247768385721787, + "FN": 37109, + "FP": 9048, + "IoU": 0.3557270874626616, + "TN": 111074973, + "TP": 25485, + "n_pred": 34533, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6152009036630628, + "FN": 22054, + "FP": 1792, + "IoU": 0.4442528199869488, + "TN": 111103707, + "TP": 19062, + "n_pred": 20854, + "n_ref": 41116 + }, + "15": { + "Dice": 0.693520583258212, + "FN": 3438, + "FP": 15941, + "IoU": 0.5308316184481298, + "TN": 111105310, + "TP": 21926, + "n_pred": 37867, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6380788637805389, + "FN": 13560, + "FP": 147897, + "IoU": 0.4685138124456851, + "TN": 110842831, + "TP": 142327, + "n_pred": 290224, + "n_ref": 155887 + }, + "3": { + "Dice": 0.49549359180486013, + "FN": 163663, + "FP": 1076, + "IoU": 0.32933963531552657, + "TN": 110900978, + "TP": 80898, + "n_pred": 81974, + "n_ref": 244561 + }, + "4": { + "Dice": 0.34922249673012645, + "FN": 14032, + "FP": 3880, + "IoU": 0.21155031252751122, + "TN": 111123897, + "TP": 4806, + "n_pred": 8686, + "n_ref": 18838 + }, + "5": { + "Dice": 0.48131127450980393, + "FN": 3196, + "FP": 190, + "IoU": 0.3169255598144039, + "TN": 111141658, + "TP": 1571, + "n_pred": 1761, + "n_ref": 4767 + }, + "6": { + "Dice": 0.969984006185522, + "FN": 48598, + "FP": 47678, + "IoU": 0.9417174218755202, + "TN": 109494732, + "TP": 1555607, + "n_pred": 1603285, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.24051495862964745, + "FN": 311668, + "FP": 111672, + "IoU": 0.13669622245968366, + "TN": 110656243, + "TP": 67032, + "n_pred": 178704, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8460379108457481, + "FN": 7574, + "FP": 18986, + "IoU": 0.7331591902345909, + "TN": 111047080, + "TP": 72975, + "n_pred": 91961, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8292090274672939, + "FN": 13197, + "FP": 4375, + "IoU": 0.7082468578259642, + "TN": 111086386, + "TP": 42657, + "n_pred": 47032, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9506991574128677, + "FN": 11958, + "FP": 7772, + "IoU": 0.9060310626157942, + "TN": 96911062, + "TP": 190233, + "n_pred": 198005, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7431766805472932, + "FN": 27553, + "FP": 4826, + "IoU": 0.5913135673444659, + "TN": 97041798, + "TP": 46848, + "n_pred": 51674, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7598510012841058, + "FN": 15571, + "FP": 7058, + "IoU": 0.6127094422290301, + "TN": 97062596, + "TP": 35800, + "n_pred": 42858, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8868826975965562, + "FN": 22052, + "FP": 6328, + "IoU": 0.7967558276936298, + "TN": 96981390, + "TP": 111255, + "n_pred": 117583, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8449007854629895, + "FN": 8100, + "FP": 14075, + "IoU": 0.7314529997335724, + "TN": 97038451, + "TP": 60399, + "n_pred": 74474, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7423278538348007, + "FN": 50706, + "FP": 30302, + "IoU": 0.5902395597280673, + "TN": 96923329, + "TP": 116688, + "n_pred": 146990, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8099972142906887, + "FN": 33752, + "FP": 53552, + "IoU": 0.6806683345769506, + "TN": 96847629, + "TP": 186092, + "n_pred": 239644, + "n_ref": 219844 + }, + "4": { + "Dice": 0.4585399213540776, + "FN": 11869, + "FP": 799, + "IoU": 0.2974711623779947, + "TN": 97102993, + "TP": 5364, + "n_pred": 6163, + "n_ref": 17233 + }, + "5": { + "Dice": 0.1352535075347042, + "FN": 11547, + "FP": 102, + "IoU": 0.07253184713375796, + "TN": 97108465, + "TP": 911, + "n_pred": 1013, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9703694004021177, + "FN": 61115, + "FP": 32113, + "IoU": 0.9424442132752187, + "TN": 95501240, + "TP": 1526557, + "n_pred": 1558670, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4993143050304979, + "FN": 210073, + "FP": 23952, + "IoU": 0.3327241051902246, + "TN": 96770308, + "TP": 116692, + "n_pred": 140644, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9179950398385158, + "FN": 9607, + "FP": 6562, + "IoU": 0.8484203618636917, + "TN": 97014355, + "TP": 90501, + "n_pred": 97063, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8697929671520631, + "FN": 13584, + "FP": 10925, + "IoU": 0.7695872896493372, + "TN": 97014655, + "TP": 81861, + "n_pred": 92786, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622089864266974, + "FN": 11192, + "FP": 3414, + "IoU": 0.9271702817252555, + "TN": 78855855, + "TP": 185944, + "n_pred": 189358, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8090132219612662, + "FN": 15335, + "FP": 21340, + "IoU": 0.6792797677347139, + "TN": 78942053, + "TP": 77677, + "n_pred": 99017, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6857043038480094, + "FN": 24258, + "FP": 13526, + "IoU": 0.5217275730686953, + "TN": 78977404, + "TP": 41217, + "n_pred": 54743, + "n_ref": 65475 + }, + "14": { + "Dice": 0.49278303099170756, + "FN": 19664, + "FP": 17831, + "IoU": 0.3269489669532751, + "TN": 79000696, + "TP": 18214, + "n_pred": 36045, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5729838471096385, + "FN": 4638, + "FP": 45881, + "IoU": 0.40152583132929764, + "TN": 78971992, + "TP": 33894, + "n_pred": 79775, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6797708733402268, + "FN": 9206, + "FP": 88347, + "IoU": 0.5148885595791023, + "TN": 78855311, + "TP": 103541, + "n_pred": 191888, + "n_ref": 112747 + }, + "3": { + "Dice": 0.42972646730589653, + "FN": 83644, + "FP": 16512, + "IoU": 0.2736634467554318, + "TN": 78918513, + "TP": 37736, + "n_pred": 54248, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 3, + "IoU": 0.0, + "TN": 79047920, + "TP": 0, + "n_pred": 3, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4335013571151609, + "FN": 3281, + "FP": 1102, + "IoU": 0.27673267326732676, + "TN": 79050345, + "TP": 1677, + "n_pred": 2779, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9529914351929855, + "FN": 60154, + "FP": 64003, + "IoU": 0.9102040491604209, + "TN": 77673748, + "TP": 1258500, + "n_pred": 1322503, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6957813147772057, + "FN": 208794, + "FP": 23090, + "IoU": 0.5334851606257645, + "TN": 78559349, + "TP": 265172, + "n_pred": 288262, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8868763645184766, + "FN": 4107, + "FP": 2888, + "IoU": 0.7967456051140491, + "TN": 79021990, + "TP": 27420, + "n_pred": 30308, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8791701502696864, + "FN": 11878, + "FP": 4453, + "IoU": 0.7843921630756232, + "TN": 78980661, + "TP": 59413, + "n_pred": 63866, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8826787738545615, + "FN": 7220, + "FP": 52911, + "IoU": 0.7899955296648645, + "TN": 122425608, + "TP": 226201, + "n_pred": 279112, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7491878559396807, + "FN": 35675, + "FP": 14355, + "IoU": 0.5989611305720997, + "TN": 122587189, + "TP": 74721, + "n_pred": 89076, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.341907950889633, + "FN": 40781, + "FP": 9336, + "IoU": 0.20620565129244806, + "TN": 122648804, + "TP": 13019, + "n_pred": 22355, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8569148852951454, + "FN": 25537, + "FP": 1900, + "IoU": 0.7496509877275424, + "TN": 122602345, + "TP": 82158, + "n_pred": 84058, + "n_ref": 107695 + }, + "15": { + "Dice": 0.843208712056251, + "FN": 11755, + "FP": 2873, + "IoU": 0.7289203513583633, + "TN": 122657978, + "TP": 39334, + "n_pred": 42207, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5081561263002854, + "FN": 81740, + "FP": 25118, + "IoU": 0.3406228595758335, + "TN": 122549881, + "TP": 55201, + "n_pred": 80319, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7384737782191912, + "FN": 3863, + "FP": 96726, + "IoU": 0.5853812354187448, + "TN": 122469334, + "TP": 142017, + "n_pred": 238743, + "n_ref": 145880 + }, + "4": { + "Dice": 0.2788135793987349, + "FN": 53706, + "FP": 7178, + "IoU": 0.1619891814515574, + "TN": 122639287, + "TP": 11769, + "n_pred": 18947, + "n_ref": 65475 + }, + "5": { + "Dice": 0.53382821640376, + "FN": 10593, + "FP": 962, + "IoU": 0.3640966374993121, + "TN": 122693769, + "TP": 6616, + "n_pred": 7578, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9434442028564819, + "FN": 93855, + "FP": 100006, + "IoU": 0.892943094351626, + "TN": 120901118, + "TP": 1616961, + "n_pred": 1716967, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4657234607456417, + "FN": 342663, + "FP": 170274, + "IoU": 0.3035459702538228, + "TN": 121975442, + "TP": 223561, + "n_pred": 393835, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8506700005282527, + "FN": 15674, + "FP": 26729, + "IoU": 0.7401442587587863, + "TN": 122548761, + "TP": 120776, + "n_pred": 147505, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7640976626987575, + "FN": 17585, + "FP": 17710, + "IoU": 0.6182508436445444, + "TN": 122619484, + "TP": 57161, + "n_pred": 74871, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..dc2f9e04545d1d9a8587d3483174f640ef5f4040 --- /dev/null +++ b/nnActive_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,17220 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3502992210948898, + "FN": 1778.2126984126985, + "FP": 1970.574603174603, + "IoU": 0.2857076605969386, + "TN": 274403.6095238096, + "TP": 5556.555555555556, + "n_pred": 7527.130158730158, + "n_ref": 7334.768253968255 + }, + "mean": { + "1": { + "Dice": 0.5497010751229141, + "FN": 404.1904761904762, + "FP": 543.5238095238095, + "IoU": 0.4780980677077846, + "TN": 280045.2380952381, + "TP": 2716.0, + "n_pred": 3259.5238095238096, + "n_ref": 3120.190476190476 + }, + "10": { + "Dice": 0.49057433673579515, + "FN": 1727.5238095238096, + "FP": 326.95238095238096, + "IoU": 0.3842449010014221, + "TN": 279687.7619047619, + "TP": 1966.7142857142858, + "n_pred": 2293.6666666666665, + "n_ref": 3694.2380952380954 + }, + "11": { + "Dice": 0.0, + "FN": 82.9047619047619, + "FP": 262.3333333333333, + "IoU": 0.0, + "TN": 283363.71428571426, + "TP": 0.0, + "n_pred": 262.3333333333333, + "n_ref": 82.9047619047619 + }, + "12": { + "Dice": 0.0, + "FN": 14.80952380952381, + "FP": 0.0, + "IoU": 0.0, + "TN": 283694.14285714284, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 14.80952380952381 + }, + "13": { + "Dice": 0.2512715280241941, + "FN": 970.8095238095239, + "FP": 904.0952380952381, + "IoU": 0.17018335989125108, + "TN": 280997.95238095237, + "TP": 836.0952380952381, + "n_pred": 1740.1904761904761, + "n_ref": 1806.904761904762 + }, + "14": { + "Dice": 0.2252270566714599, + "FN": 358.0, + "FP": 9178.952380952382, + "IoU": 0.17193824185282583, + "TN": 273350.5714285714, + "TP": 821.4285714285714, + "n_pred": 10000.380952380952, + "n_ref": 1179.4285714285713 + }, + "15": { + "Dice": 0.21841971794116685, + "FN": 2360.3333333333335, + "FP": 708.3333333333334, + "IoU": 0.16242513831731925, + "TN": 278097.38095238095, + "TP": 2542.904761904762, + "n_pred": 3251.2380952380954, + "n_ref": 4903.238095238095 + }, + "2": { + "Dice": 0.24498732297219453, + "FN": 690.7142857142857, + "FP": 965.1428571428571, + "IoU": 0.21467940734956617, + "TN": 279801.04761904763, + "TP": 2252.0476190476193, + "n_pred": 3217.190476190476, + "n_ref": 2942.7619047619046 + }, + "3": { + "Dice": 0.4955475774188716, + "FN": 2460.4285714285716, + "FP": 858.8095238095239, + "IoU": 0.4487771846327166, + "TN": 269358.90476190473, + "TP": 11030.809523809523, + "n_pred": 11889.619047619048, + "n_ref": 13491.238095238095 + }, + "4": { + "Dice": 0.26844907539932444, + "FN": 378.9047619047619, + "FP": 1232.6190476190477, + "IoU": 0.18347941774925652, + "TN": 281874.14285714284, + "TP": 223.28571428571428, + "n_pred": 1455.904761904762, + "n_ref": 602.1904761904761 + }, + "5": { + "Dice": 0.20162854290422016, + "FN": 2002.857142857143, + "FP": 95.19047619047619, + "IoU": 0.13498446896295455, + "TN": 281145.95238095237, + "TP": 464.95238095238096, + "n_pred": 560.1428571428571, + "n_ref": 2467.809523809524 + }, + "6": { + "Dice": 0.7813462818935933, + "FN": 2685.5238095238096, + "FP": 10215.380952380952, + "IoU": 0.7071735970631375, + "TN": 228797.0, + "TP": 42011.04761904762, + "n_pred": 52226.42857142857, + "n_ref": 44696.57142857143 + }, + "7": { + "Dice": 0.27034821101223405, + "FN": 8980.380952380952, + "FP": 2213.1428571428573, + "IoU": 0.18957284473678185, + "TN": 265011.85714285716, + "TP": 7503.571428571428, + "n_pred": 9716.714285714286, + "n_ref": 16483.95238095238 + }, + "8": { + "Dice": 0.7176818025296706, + "FN": 2302.904761904762, + "FP": 175.9047619047619, + "IoU": 0.6266539511615146, + "TN": 272437.71428571426, + "TP": 8792.42857142857, + "n_pred": 8968.333333333334, + "n_ref": 11095.333333333334 + }, + "9": { + "Dice": 0.5393057877977077, + "FN": 1252.904761904762, + "FP": 1878.2380952380952, + "IoU": 0.41340432852754755, + "TN": 278390.7619047619, + "TP": 2187.0476190476193, + "n_pred": 4065.285714285714, + "n_ref": 3439.9523809523807 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.649113924050633, + "FN": 685, + "FP": 8, + "IoU": 0.48050974512743627, + "TN": 173898, + "TP": 641, + "n_pred": 649, + "n_ref": 1326 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 819, + "IoU": 0.0, + "TN": 174413, + "TP": 0, + "n_pred": 819, + "n_ref": 0 + }, + "3": { + "Dice": 0.889468671790215, + "FN": 22589, + "FP": 2364, + "IoU": 0.8009397386601146, + "TN": 49878, + "TP": 100401, + "n_pred": 102765, + "n_ref": 122990 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684051886538565, + "FN": 976, + "FP": 785, + "IoU": 0.9387456955024522, + "TN": 146483, + "TP": 26988, + "n_pred": 27773, + "n_ref": 27964 + }, + "10": { + "Dice": 0.7796745373324825, + "FN": 2262, + "FP": 500, + "IoU": 0.6389070466727677, + "TN": 167583, + "TP": 4887, + "n_pred": 5387, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.93850735219893, + "FN": 778, + "FP": 6532, + "IoU": 0.8841392864501608, + "TN": 112139, + "TP": 55783, + "n_pred": 62315, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3260, + "IoU": 0.0, + "TN": 347204, + "TP": 0, + "n_pred": 3260, + "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": 28, + "FP": 0, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "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": 1860, + "IoU": 0.0, + "TN": 348604, + "TP": 0, + "n_pred": 1860, + "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": 0.8815081323778656, + "FN": 3488, + "FP": 497, + "IoU": 0.7881220757124627, + "TN": 331656, + "TP": 14823, + "n_pred": 15320, + "n_ref": 18311 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5977496483825597, + "FN": 603, + "FP": 541, + "IoU": 0.4262788365095286, + "TN": 173238, + "TP": 850, + "n_pred": 1391, + "n_ref": 1453 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5368981507986489, + "FN": 7957, + "FP": 132, + "IoU": 0.36695883549851305, + "TN": 162454, + "TP": 4689, + "n_pred": 4821, + "n_ref": 12646 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576062992125984, + "FN": 2287, + "FP": 1751, + "IoU": 0.9186608653613729, + "TN": 125588, + "TP": 45606, + "n_pred": 47357, + "n_ref": 47893 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17780, + "IoU": 0.0, + "TN": 157452, + "TP": 0, + "n_pred": 17780, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8440478059062269, + "FN": 6594, + "FP": 361, + "IoU": 0.730175356921167, + "TN": 324688, + "TP": 18821, + "n_pred": 19182, + "n_ref": 25415 + }, + "10": { + "Dice": 0.5267857142857143, + "FN": 187, + "FP": 237, + "IoU": 0.3575757575757576, + "TN": 349804, + "TP": 236, + "n_pred": 473, + "n_ref": 423 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": 0.9241865683603141, + "FN": 404, + "FP": 69, + "IoU": 0.8590584028605482, + "TN": 347108, + "TP": 2883, + "n_pred": 2952, + "n_ref": 3287 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5478801169590644, + "FN": 1781, + "FP": 693, + "IoU": 0.37729675308331234, + "TN": 346491, + "TP": 1499, + "n_pred": 2192, + "n_ref": 3280 + }, + "6": { + "Dice": 0.3418033938210251, + "FN": 1905, + "FP": 96500, + "IoU": 0.20612959437219658, + "TN": 226508, + "TP": 25551, + "n_pred": 122051, + "n_ref": 27456 + }, + "7": { + "Dice": 0.3870253046389764, + "FN": 98260, + "FP": 234, + "IoU": 0.239945056641047, + "TN": 220876, + "TP": 31094, + "n_pred": 31328, + "n_ref": 129354 + }, + "8": { + "Dice": 0.6136680613668062, + "FN": 824, + "FP": 7, + "IoU": 0.4426559356136821, + "TN": 348973, + "TP": 660, + "n_pred": 667, + "n_ref": 1484 + }, + "9": { + "Dice": 0.4780952380952381, + "FN": 841, + "FP": 1351, + "IoU": 0.3141426783479349, + "TN": 347268, + "TP": 1004, + "n_pred": 2355, + "n_ref": 1845 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.012064737616478666, + "FN": 20107, + "FP": 37, + "IoU": 0.006068979128632752, + "TN": 330197, + "TP": 123, + "n_pred": 160, + "n_ref": 20230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5287733912125301, + "FN": 10846, + "FP": 13253, + "IoU": 0.3594098883572568, + "TN": 312844, + "TP": 13521, + "n_pred": 26774, + "n_ref": 24367 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8833395058462515, + "FN": 1117, + "FP": 1088, + "IoU": 0.7910546763953378, + "TN": 339911, + "TP": 8348, + "n_pred": 9436, + "n_ref": 9465 + }, + "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": 0.5390946502057613, + "FN": 139, + "FP": 85, + "IoU": 0.36901408450704226, + "TN": 350109, + "TP": 131, + "n_pred": 216, + "n_ref": 270 + }, + "9": { + "Dice": 0.8011210089080172, + "FN": 1460, + "FP": 4501, + "IoU": 0.6682250793120721, + "TN": 332497, + "TP": 12006, + "n_pred": 16507, + "n_ref": 13466 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16582, + "IoU": 0.0, + "TN": 158650, + "TP": 0, + "n_pred": 16582, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.8315717549591101, + "FN": 13388, + "FP": 2388, + "IoU": 0.7117011750516256, + "TN": 120511, + "TP": 38945, + "n_pred": 41333, + "n_ref": 52333 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3449, + "IoU": 0.0, + "TN": 171783, + "TP": 0, + "n_pred": 3449, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679635133028607, + "FN": 6026, + "FP": 345, + "IoU": 0.9379159804714526, + "TN": 72613, + "TP": 96248, + "n_pred": 96593, + "n_ref": 102274 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.7562066306861989, + "FN": 7487, + "FP": 3580, + "IoU": 0.6079841309199108, + "TN": 147001, + "TP": 17164, + "n_pred": 20744, + "n_ref": 24651 + }, + "15": { + "Dice": 0.6552591538235005, + "FN": 49567, + "FP": 6623, + "IoU": 0.48727541495195775, + "TN": 65641, + "TP": 53401, + "n_pred": 60024, + "n_ref": 102968 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5035460992907801, + "FN": 277, + "FP": 3, + "IoU": 0.33649289099526064, + "TN": 350042, + "TP": 142, + "n_pred": 145, + "n_ref": 419 + }, + "11": { + "Dice": 0.0, + "FN": 1713, + "FP": 3311, + "IoU": 0.0, + "TN": 345440, + "TP": 0, + "n_pred": 3311, + "n_ref": 1713 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 94, + "FP": 728, + "IoU": 0.0, + "TN": 349642, + "TP": 0, + "n_pred": 728, + "n_ref": 94 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 63, + "IoU": 0.0, + "TN": 350401, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.058823529411764705, + "FN": 5967, + "FP": 945, + "IoU": 0.030303030303030304, + "TN": 343336, + "TP": 216, + "n_pred": 1161, + "n_ref": 6183 + }, + "6": { + "Dice": 0.8811543367346939, + "FN": 4986, + "FP": 9922, + "IoU": 0.7875566449112207, + "TN": 280290, + "TP": 55266, + "n_pred": 65188, + "n_ref": 60252 + }, + "7": { + "Dice": 0.021832806664751507, + "FN": 0, + "FP": 6810, + "IoU": 0.01103688643624746, + "TN": 343578, + "TP": 76, + "n_pred": 6886, + "n_ref": 76 + }, + "8": { + "Dice": 0.9545322486926205, + "FN": 605, + "FP": 21, + "IoU": 0.9130193136028901, + "TN": 343267, + "TP": 6571, + "n_pred": 6592, + "n_ref": 7176 + }, + "9": { + "Dice": 0.7126037328859463, + "FN": 8793, + "FP": 800, + "IoU": 0.5535232244252071, + "TN": 328978, + "TP": 11893, + "n_pred": 12693, + "n_ref": 20686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 6392, + "IoU": 0.0, + "TN": 168840, + "TP": 0, + "n_pred": 6392, + "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": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 372, + "IoU": 0.0, + "TN": 174860, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 1957, + "IoU": 0.0, + "TN": 523739, + "TP": 0, + "n_pred": 1957, + "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": 0.9660098546049836, + "FN": 18835, + "FP": 2198, + "IoU": 0.934254411328009, + "TN": 205781, + "TP": 298882, + "n_pred": 301080, + "n_ref": 317717 + }, + "7": { + "Dice": 0.12410501193317422, + "FN": 533, + "FP": 13413, + "IoU": 0.06615776081424936, + "TN": 510762, + "TP": 988, + "n_pred": 14401, + "n_ref": 1521 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.5951557093425606, + "FN": 31, + "FP": 86, + "IoU": 0.4236453201970443, + "TN": 175029, + "TP": 86, + "n_pred": 172, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3099, + "IoU": 0.0, + "TN": 347365, + "TP": 0, + "n_pred": 3099, + "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": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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": 225, + "FP": 0, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 0, + "n_ref": 225 + }, + "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": 0.923833469726313, + "FN": 17620, + "FP": 2949, + "IoU": 0.8584484312956349, + "TN": 205153, + "TP": 124742, + "n_pred": 127691, + "n_ref": 142362 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8226950354609929, + "FN": 4, + "FP": 96, + "IoU": 0.6987951807228916, + "TN": 1051060, + "TP": 232, + "n_pred": 328, + "n_ref": 236 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1857, + "IoU": 0.0, + "TN": 1049535, + "TP": 0, + "n_pred": 1857, + "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": 170551, + "IoU": 0.0, + "TN": 880841, + "TP": 0, + "n_pred": 170551, + "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": 228, + "IoU": 0.0, + "TN": 1051164, + "TP": 0, + "n_pred": 228, + "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": 0.5397121630836593, + "FN": 12464, + "FP": 361, + "IoU": 0.36959300039323634, + "TN": 1031048, + "TP": 7519, + "n_pred": 7880, + "n_ref": 19983 + }, + "6": { + "Dice": 0.6894929968705265, + "FN": 6239, + "FP": 81174, + "IoU": 0.5261269075434364, + "TN": 866927, + "TP": 97052, + "n_pred": 178226, + "n_ref": 103291 + }, + "7": { + "Dice": 0.8126873690768375, + "FN": 38896, + "FP": 5903, + "IoU": 0.6844763105442201, + "TN": 909409, + "TP": 97184, + "n_pred": 103087, + "n_ref": 136080 + }, + "8": { + "Dice": 0.9623549391452024, + "FN": 914, + "FP": 150, + "IoU": 0.9274413529732679, + "TN": 1036728, + "TP": 13600, + "n_pred": 13750, + "n_ref": 14514 + }, + "9": { + "Dice": 0.8002786346900189, + "FN": 1132, + "FP": 875, + "IoU": 0.6670537491705375, + "TN": 1045364, + "TP": 4021, + "n_pred": 4896, + "n_ref": 5153 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8366395321267683, + "FN": 233, + "FP": 3901, + "IoU": 0.7191576086956522, + "TN": 335744, + "TP": 10586, + "n_pred": 14487, + "n_ref": 10819 + }, + "10": { + "Dice": 0.7892542331641174, + "FN": 13441, + "FP": 5614, + "IoU": 0.6518744519146449, + "TN": 295728, + "TP": 35681, + "n_pred": 41295, + "n_ref": 49122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "13": { + "Dice": 0.38110612855007475, + "FN": 8840, + "FP": 1511, + "IoU": 0.23541143448072094, + "TN": 336926, + "TP": 3187, + "n_pred": 4698, + "n_ref": 12027 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 15711, + "IoU": 0.0, + "TN": 334753, + "TP": 0, + "n_pred": 15711, + "n_ref": 0 + }, + "3": { + "Dice": 0.8113512617909032, + "FN": 27547, + "FP": 5472, + "IoU": 0.6825828654925786, + "TN": 246440, + "TP": 71005, + "n_pred": 76477, + "n_ref": 98552 + }, + "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": 0.8031568228105906, + "FN": 292, + "FP": 3574, + "IoU": 0.6710627073938569, + "TN": 338711, + "TP": 7887, + "n_pred": 11461, + "n_ref": 8179 + }, + "7": { + "Dice": 0.5608072225172597, + "FN": 41720, + "FP": 457, + "IoU": 0.3896678966789668, + "TN": 281359, + "TP": 26928, + "n_pred": 27385, + "n_ref": 68648 + }, + "8": { + "Dice": 0.935099872217365, + "FN": 618, + "FP": 347, + "IoU": 0.8781103953517747, + "TN": 342547, + "TP": 6952, + "n_pred": 7299, + "n_ref": 7570 + }, + "9": { + "Dice": 0.7622763212650853, + "FN": 458, + "FP": 4112, + "IoU": 0.6158695469446079, + "TN": 338567, + "TP": 7327, + "n_pred": 11439, + "n_ref": 7785 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 338, + "IoU": 0.0, + "TN": 174894, + "TP": 0, + "n_pred": 338, + "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": 2953, + "IoU": 0.0, + "TN": 172279, + "TP": 0, + "n_pred": 2953, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06335544797083259, + "FN": 15671, + "FP": 0, + "IoU": 0.032714029998148264, + "TN": 159031, + "TP": 530, + "n_pred": 530, + "n_ref": 16201 + }, + "6": { + "Dice": 0.9616129303813452, + "FN": 1164, + "FP": 1572, + "IoU": 0.9260640453992703, + "TN": 138227, + "TP": 34269, + "n_pred": 35841, + "n_ref": 35433 + }, + "7": { + "Dice": 0.31526527485156103, + "FN": 3298, + "FP": 277, + "IoU": 0.1871305138699409, + "TN": 170834, + "TP": 823, + "n_pred": 1100, + "n_ref": 4121 + }, + "8": { + "Dice": 0.8390429581294182, + "FN": 566, + "FP": 26, + "IoU": 0.7227166276346604, + "TN": 173097, + "TP": 1543, + "n_pred": 1569, + "n_ref": 2109 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 486, + "IoU": 0.0, + "TN": 174746, + "TP": 0, + "n_pred": 486, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 25753, + "IoU": 0.0, + "TN": 149479, + "TP": 0, + "n_pred": 25753, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9835546192412588, + "FN": 637, + "FP": 1377, + "IoU": 0.9676413881748072, + "TN": 112992, + "TP": 60226, + "n_pred": 61603, + "n_ref": 60863 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1601, + "IoU": 0.0, + "TN": 173631, + "TP": 0, + "n_pred": 1601, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 379, + "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": 84, + "FP": 0, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.896414342629482, + "FN": 351, + "FP": 13, + "IoU": 0.8122743682310469, + "TN": 173293, + "TP": 1575, + "n_pred": 1588, + "n_ref": 1926 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5952, + "FP": 0, + "IoU": 0.0, + "TN": 169280, + "TP": 0, + "n_pred": 0, + "n_ref": 5952 + }, + "6": { + "Dice": 0.7867826455924473, + "FN": 4088, + "FP": 3952, + "IoU": 0.6485092244469703, + "TN": 152358, + "TP": 14834, + "n_pred": 18786, + "n_ref": 18922 + }, + "7": { + "Dice": 0.0, + "FN": 4845, + "FP": 0, + "IoU": 0.0, + "TN": 170387, + "TP": 0, + "n_pred": 0, + "n_ref": 4845 + }, + "8": { + "Dice": 0.6915100232835482, + "FN": 27075, + "FP": 86, + "IoU": 0.5284794194746801, + "TN": 117629, + "TP": 30442, + "n_pred": 30528, + "n_ref": 57517 + }, + "9": { + "Dice": 0.23762747626304068, + "FN": 5255, + "FP": 27264, + "IoU": 0.1348338521297257, + "TN": 137645, + "TP": 5068, + "n_pred": 32332, + "n_ref": 10323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9368561196665172, + "FN": 6449, + "FP": 11289, + "IoU": 0.8812129167057311, + "TN": 25906, + "TP": 131588, + "n_pred": 142877, + "n_ref": 138037 + }, + "7": { + "Dice": 0.4817591204397801, + "FN": 1036, + "FP": 1, + "IoU": 0.3173140223831468, + "TN": 173713, + "TP": 482, + "n_pred": 483, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5224438902743143, + "FN": 8372, + "FP": 54, + "IoU": 0.35358649789029534, + "TN": 162197, + "TP": 4609, + "n_pred": 4663, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2907259134283351, + "FN": 4318.190476190477, + "FP": 5130.847619047619, + "IoU": 0.23306462157952776, + "TN": 434222.2222222222, + "TP": 6925.31111111111, + "n_pred": 12056.158730158728, + "n_ref": 11243.501587301587 + }, + "mean": { + "1": { + "Dice": 0.3649549525507195, + "FN": 7962.619047619048, + "FP": 336.6666666666667, + "IoU": 0.3121014859637893, + "TN": 430961.6666666667, + "TP": 11335.619047619048, + "n_pred": 11672.285714285714, + "n_ref": 19298.238095238095 + }, + "10": { + "Dice": 0.26573894058239494, + "FN": 3744.285714285714, + "FP": 1281.904761904762, + "IoU": 0.1912708659862801, + "TN": 442105.38095238095, + "TP": 3465.0, + "n_pred": 4746.9047619047615, + "n_ref": 7209.285714285715 + }, + "11": { + "Dice": 0.0, + "FN": 62.333333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 450534.2380952381, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 62.333333333333336 + }, + "12": { + "Dice": 0.0, + "FN": 212.8095238095238, + "FP": 0.0, + "IoU": 0.0, + "TN": 450383.7619047619, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 212.8095238095238 + }, + "13": { + "Dice": 0.1451403433152513, + "FN": 2793.3809523809523, + "FP": 2177.4285714285716, + "IoU": 0.09615858737707242, + "TN": 443586.0, + "TP": 2039.7619047619048, + "n_pred": 4217.190476190476, + "n_ref": 4833.142857142857 + }, + "14": { + "Dice": 0.265152692291159, + "FN": 12185.333333333334, + "FP": 12.666666666666666, + "IoU": 0.16882596853624376, + "TN": 437174.4761904762, + "TP": 1224.095238095238, + "n_pred": 1236.7619047619048, + "n_ref": 13409.42857142857 + }, + "15": { + "Dice": 0.31035274310972477, + "FN": 824.2857142857143, + "FP": 1284.4761904761904, + "IoU": 0.2026484150776268, + "TN": 448072.3333333333, + "TP": 415.4761904761905, + "n_pred": 1699.952380952381, + "n_ref": 1239.7619047619048 + }, + "2": { + "Dice": 0.26059416562602716, + "FN": 3149.4761904761904, + "FP": 6529.333333333333, + "IoU": 0.1912019940716742, + "TN": 436352.4285714286, + "TP": 4565.333333333333, + "n_pred": 11094.666666666666, + "n_ref": 7714.809523809524 + }, + "3": { + "Dice": 0.5619250968281022, + "FN": 2393.904761904762, + "FP": 2609.0476190476193, + "IoU": 0.5158532261209131, + "TN": 431960.38095238095, + "TP": 13633.238095238095, + "n_pred": 16242.285714285714, + "n_ref": 16027.142857142857 + }, + "4": { + "Dice": 0.0, + "FN": 1330.1904761904761, + "FP": 587.7619047619048, + "IoU": 0.0, + "TN": 448678.61904761905, + "TP": 0.0, + "n_pred": 587.7619047619048, + "n_ref": 1330.1904761904761 + }, + "5": { + "Dice": 0.23719556191231328, + "FN": 501.8095238095238, + "FP": 484.4761904761905, + "IoU": 0.1843383018281503, + "TN": 448440.2380952381, + "TP": 1170.047619047619, + "n_pred": 1654.5238095238096, + "n_ref": 1671.857142857143 + }, + "6": { + "Dice": 0.47378800898970574, + "FN": 16017.380952380952, + "FP": 39124.857142857145, + "IoU": 0.38441111140851186, + "TN": 349981.5238095238, + "TP": 45472.80952380953, + "n_pred": 84597.66666666667, + "n_ref": 61490.19047619047 + }, + "7": { + "Dice": 0.23065573217733507, + "FN": 10595.047619047618, + "FP": 21051.904761904763, + "IoU": 0.18485428238131207, + "TN": 407819.7619047619, + "TP": 11129.857142857143, + "n_pred": 32181.761904761905, + "n_ref": 21724.904761904763 + }, + "8": { + "Dice": 0.710006667283756, + "FN": 1891.4285714285713, + "FP": 1133.142857142857, + "IoU": 0.6368352850547461, + "TN": 440106.90476190473, + "TP": 7465.0952380952385, + "n_pred": 8598.238095238095, + "n_ref": 9356.52380952381 + }, + "9": { + "Dice": 0.5353837967585375, + "FN": 1108.5714285714287, + "FP": 349.04761904761904, + "IoU": 0.4274697998865964, + "TN": 447175.61904761905, + "TP": 1963.3333333333333, + "n_pred": 2312.3809523809523, + "n_ref": 3071.904761904762 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8043478260869565, + "FN": 317, + "FP": 25, + "IoU": 0.6727272727272727, + "TN": 349419, + "TP": 703, + "n_pred": 728, + "n_ref": 1020 + }, + "10": { + "Dice": 0.6600018774054257, + "FN": 3265, + "FP": 3979, + "IoU": 0.49253940455341505, + "TN": 336189, + "TP": 7031, + "n_pred": 11010, + "n_ref": 10296 + }, + "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": 0.0627147766323024, + "FN": 4182, + "FP": 182, + "IoU": 0.03237250554323725, + "TN": 345954, + "TP": 146, + "n_pred": 328, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9512954860548444, + "FN": 1393, + "FP": 1312, + "IoU": 0.9071148959549481, + "TN": 321342, + "TP": 26417, + "n_pred": 27729, + "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": 0.6243560846445062, + "FN": 85416, + "FP": 413, + "IoU": 0.4538646067308488, + "TN": 193307, + "TP": 71328, + "n_pred": 71741, + "n_ref": 156744 + }, + "7": { + "Dice": 0.001119900876858559, + "FN": 3195, + "FP": 80647, + "IoU": 0.0005602641585905184, + "TN": 266575, + "TP": 47, + "n_pred": 80694, + "n_ref": 3242 + }, + "8": { + "Dice": 0.9442116604812643, + "FN": 433, + "FP": 499, + "IoU": 0.8943190837963488, + "TN": 341645, + "TP": 7887, + "n_pred": 8386, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815220845249444, + "FN": 1541, + "FP": 785, + "IoU": 0.9637146467404022, + "TN": 286361, + "TP": 61777, + "n_pred": 62562, + "n_ref": 63318 + }, + "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": 251, + "FP": 0, + "IoU": 0.0, + "TN": 350213, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1008, + "IoU": 0.0, + "TN": 349456, + "TP": 0, + "n_pred": 1008, + "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": 9883, + "IoU": 0.0, + "TN": 340581, + "TP": 0, + "n_pred": 9883, + "n_ref": 0 + }, + "3": { + "Dice": 0.6635268544515895, + "FN": 10982, + "FP": 163, + "IoU": 0.49647600975874223, + "TN": 328330, + "TP": 10989, + "n_pred": 11152, + "n_ref": 21971 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 819, + "IoU": 0.0, + "TN": 349645, + "TP": 0, + "n_pred": 819, + "n_ref": 0 + }, + "5": { + "Dice": 0.7466772241389061, + "FN": 3316, + "FP": 5642, + "IoU": 0.5957581227436823, + "TN": 328304, + "TP": 13202, + "n_pred": 18844, + "n_ref": 16518 + }, + "6": { + "Dice": 0.6478168587022438, + "FN": 494, + "FP": 4152, + "IoU": 0.4790895840340845, + "TN": 341545, + "TP": 4273, + "n_pred": 8425, + "n_ref": 4767 + }, + "7": { + "Dice": 0.8239969357464331, + "FN": 6113, + "FP": 1239, + "IoU": 0.7006758407295823, + "TN": 325902, + "TP": 17210, + "n_pred": 18449, + "n_ref": 23323 + }, + "8": { + "Dice": 0.9356573626977585, + "FN": 1687, + "FP": 1591, + "IoU": 0.879094128061375, + "TN": 323352, + "TP": 23834, + "n_pred": 25425, + "n_ref": 25521 + }, + "9": { + "Dice": 0.5922247789754148, + "FN": 2957, + "FP": 410, + "IoU": 0.42068134893324155, + "TN": 344652, + "TP": 2445, + "n_pred": 2855, + "n_ref": 5402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 118967, + "IoU": 0.0, + "TN": 56265, + "TP": 0, + "n_pred": 118967, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 174858, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 349563, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1030, + "IoU": 0.0, + "TN": 349434, + "TP": 0, + "n_pred": 1030, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 517, + "FP": 0, + "IoU": 0.0, + "TN": 349947, + "TP": 0, + "n_pred": 0, + "n_ref": 517 + }, + "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": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "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": 0.7719337016574586, + "FN": 8122, + "FP": 134, + "IoU": 0.6285765700917761, + "TN": 328236, + "TP": 13972, + "n_pred": 14106, + "n_ref": 22094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6491, + "IoU": 0.0, + "TN": 343973, + "TP": 0, + "n_pred": 6491, + "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": 0.9303782089235539, + "FN": 11171, + "FP": 9172, + "IoU": 0.8698197967594133, + "TN": 194196, + "TP": 135925, + "n_pred": 145097, + "n_ref": 147096 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4075, + "IoU": 0.0, + "TN": 346389, + "TP": 0, + "n_pred": 4075, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7148120854826824, + "FN": 1778, + "FP": 157, + "IoU": 0.5561926605504587, + "TN": 346104, + "TP": 2425, + "n_pred": 2582, + "n_ref": 4203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.9590985803633476, + "FN": 802, + "FP": 22, + "IoU": 0.9214115402956604, + "TN": 164747, + "TP": 9661, + "n_pred": 9683, + "n_ref": 10463 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 839, + "IoU": 0.0, + "TN": 349625, + "TP": 0, + "n_pred": 839, + "n_ref": 0 + }, + "10": { + "Dice": 0.5273470430450887, + "FN": 28386, + "FP": 8618, + "IoU": 0.35809322254410464, + "TN": 292817, + "TP": 20643, + "n_pred": 29261, + "n_ref": 49029 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3791581974121263, + "FN": 6425, + "FP": 18621, + "IoU": 0.23392671438184376, + "TN": 317770, + "TP": 7648, + "n_pred": 26269, + "n_ref": 14073 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 152, + "IoU": 0.0, + "TN": 350312, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "6": { + "Dice": 0.7789822805024107, + "FN": 2123, + "FP": 19468, + "IoU": 0.6379778672032194, + "TN": 290824, + "TP": 38049, + "n_pred": 57517, + "n_ref": 40172 + }, + "7": { + "Dice": 0.7972875072609437, + "FN": 55769, + "FP": 6349, + "IoU": 0.6629078121947514, + "TN": 166188, + "TP": 122158, + "n_pred": 128507, + "n_ref": 177927 + }, + "8": { + "Dice": 0.9007299270072993, + "FN": 15, + "FP": 121, + "IoU": 0.8193891102257637, + "TN": 349711, + "TP": 617, + "n_pred": 738, + "n_ref": 632 + }, + "9": { + "Dice": 0.7602739726027398, + "FN": 94, + "FP": 2076, + "IoU": 0.6132596685082873, + "TN": 344853, + "TP": 3441, + "n_pred": 5517, + "n_ref": 3535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 830, + "IoU": 0.0, + "TN": 524866, + "TP": 0, + "n_pred": 830, + "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": 0.9227442028114863, + "FN": 6856, + "FP": 217, + "IoU": 0.8565692616551417, + "TN": 476383, + "TP": 42240, + "n_pred": 42457, + "n_ref": 49096 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0134.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 545, + "IoU": 0.0, + "TN": 174687, + "TP": 0, + "n_pred": 545, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3748, + "IoU": 0.0, + "TN": 171484, + "TP": 0, + "n_pred": 3748, + "n_ref": 0 + }, + "9": { + "Dice": 0.7695392741856598, + "FN": 4647, + "FP": 65, + "IoU": 0.6254074250735353, + "TN": 162653, + "TP": 7867, + "n_pred": 7932, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.36221060492905155, + "FN": 1478, + "FP": 230, + "IoU": 0.22115823073415414, + "TN": 348271, + "TP": 485, + "n_pred": 715, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4477741375987666, + "FN": 9398, + "FP": 2064, + "IoU": 0.2884722825749581, + "TN": 334355, + "TP": 4647, + "n_pred": 6711, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 350461, + "TP": 3, + "n_pred": 3, + "n_ref": 3 + }, + "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": 46, + "IoU": 0.0, + "TN": 350418, + "TP": 0, + "n_pred": 46, + "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": 283, + "IoU": 0.0, + "TN": 350181, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "8": { + "Dice": 0.9526436781609195, + "FN": 1126, + "FP": 316, + "IoU": 0.9095697980684812, + "TN": 334518, + "TP": 14504, + "n_pred": 14820, + "n_ref": 15630 + }, + "9": { + "Dice": 0.8314055917273075, + "FN": 1818, + "FP": 383, + "IoU": 0.7114577871001573, + "TN": 342836, + "TP": 5427, + "n_pred": 5810, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 841, + "IoU": 0.0, + "TN": 524855, + "TP": 0, + "n_pred": 841, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1653, + "IoU": 0.0, + "TN": 524043, + "TP": 0, + "n_pred": 1653, + "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": 257, + "FP": 0, + "IoU": 0.0, + "TN": 525439, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 1546, + "FP": 3040, + "IoU": 0.0, + "TN": 521110, + "TP": 0, + "n_pred": 3040, + "n_ref": 1546 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 7882, + "IoU": 0.0, + "TN": 517814, + "TP": 0, + "n_pred": 7882, + "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": 25652, + "FP": 368, + "IoU": 0.0, + "TN": 499676, + "TP": 0, + "n_pred": 368, + "n_ref": 25652 + }, + "5": { + "Dice": 0.7090080616894497, + "FN": 2550, + "FP": 1601, + "IoU": 0.5491963509991312, + "TN": 516488, + "TP": 5057, + "n_pred": 6658, + "n_ref": 7607 + }, + "6": { + "Dice": 0.5223352874667503, + "FN": 3969, + "FP": 69118, + "IoU": 0.3534870143655792, + "TN": 412648, + "TP": 39961, + "n_pred": 109079, + "n_ref": 43930 + }, + "7": { + "Dice": 0.6292563836884164, + "FN": 8214, + "FP": 44026, + "IoU": 0.4590620566825096, + "TN": 429123, + "TP": 44333, + "n_pred": 88359, + "n_ref": 52547 + }, + "8": { + "Dice": 0.9457534502486982, + "FN": 268, + "FP": 2055, + "IoU": 0.8970894431400346, + "TN": 503123, + "TP": 20250, + "n_pred": 22305, + "n_ref": 20518 + }, + "9": { + "Dice": 0.21766848816029144, + "FN": 1718, + "FP": 0, + "IoU": 0.12212570260602963, + "TN": 523739, + "TP": 239, + "n_pred": 239, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3989631466245915, + "FN": 58651, + "FP": 12, + "IoU": 0.2491904828945516, + "TN": 973259, + "TP": 19470, + "n_pred": 19482, + "n_ref": 78121 + }, + "10": { + "Dice": 0.0, + "FN": 1940, + "FP": 634, + "IoU": 0.0, + "TN": 1048818, + "TP": 0, + "n_pred": 634, + "n_ref": 1940 + }, + "11": { + "Dice": 0.0, + "FN": 792, + "FP": 0, + "IoU": 0.0, + "TN": 1050600, + "TP": 0, + "n_pred": 0, + "n_ref": 792 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.022328548644338118, + "FN": 6, + "FP": 1220, + "IoU": 0.01129032258064516, + "TN": 1050152, + "TP": 14, + "n_pred": 1234, + "n_ref": 20 + }, + "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": 0.7222126579538914, + "FN": 51421, + "FP": 5054, + "IoU": 0.5652056756153331, + "TN": 921503, + "TP": 73414, + "n_pred": 78468, + "n_ref": 124835 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10995, + "IoU": 0.0, + "TN": 1040397, + "TP": 0, + "n_pred": 10995, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 1050925, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7614554389214778, + "FN": 144238, + "FP": 78284, + "IoU": 0.6147985812140695, + "TN": 473715, + "TP": 355155, + "n_pred": 433439, + "n_ref": 499393 + }, + "7": { + "Dice": 0.5881273819520703, + "FN": 13688, + "FP": 18193, + "IoU": 0.41655838808264556, + "TN": 996749, + "TP": 22762, + "n_pred": 40955, + "n_ref": 36450 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 1050472, + "TP": 0, + "n_pred": 920, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0173.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": 1964, + "FP": 0, + "IoU": 0.0, + "TN": 348500, + "TP": 0, + "n_pred": 0, + "n_ref": 1964 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 78, + "FP": 0, + "IoU": 0.0, + "TN": 350386, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721934587700467, + "FN": 6739, + "FP": 2069, + "IoU": 0.9458914881069392, + "TN": 187680, + "TP": 153976, + "n_pred": 156045, + "n_ref": 160715 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0190.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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": 0.29641606722261127, + "FN": 55263, + "FP": 0, + "IoU": 0.17399557575032884, + "TN": 458792, + "TP": 11641, + "n_pred": 11641, + "n_ref": 66904 + }, + "15": { + "Dice": 0.4328406956805748, + "FN": 10442, + "FP": 3450, + "IoU": 0.27619444589173137, + "TN": 506503, + "TP": 5301, + "n_pred": 8751, + "n_ref": 15743 + }, + "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": 0.6790747713824636, + "FN": 4410, + "FP": 1556, + "IoU": 0.5140902427105392, + "TN": 513418, + "TP": 6312, + "n_pred": 7868, + "n_ref": 10722 + }, + "6": { + "Dice": 0.5008370535714286, + "FN": 3295, + "FP": 283, + "IoU": 0.3340777963893542, + "TN": 520323, + "TP": 1795, + "n_pred": 2078, + "n_ref": 5090 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.7144291931704051, + "FN": 127, + "FP": 3285, + "IoU": 0.5557291666666667, + "TN": 518016, + "TP": 4268, + "n_pred": 7553, + "n_ref": 4395 + }, + "9": { + "Dice": 0.30819105251783013, + "FN": 6307, + "FP": 95, + "IoU": 0.18216658150229945, + "TN": 517868, + "TP": 1426, + "n_pred": 1521, + "n_ref": 7733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.5110100739948292, + "FN": 10565, + "FP": 405, + "IoU": 0.3431924320440666, + "TN": 333762, + "TP": 5732, + "n_pred": 6137, + "n_ref": 16297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5177639751552795, + "FN": 19940, + "FP": 9175, + "IoU": 0.34931277237680186, + "TN": 305719, + "TP": 15630, + "n_pred": 24805, + "n_ref": 35570 + }, + "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": 23495, + "IoU": 0.0, + "TN": 326969, + "TP": 0, + "n_pred": 23495, + "n_ref": 0 + }, + "2": { + "Dice": 0.15073205856468516, + "FN": 61, + "FP": 10554, + "IoU": 0.0815090421389634, + "TN": 338907, + "TP": 942, + "n_pred": 11496, + "n_ref": 1003 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2230, + "FP": 389, + "IoU": 0.0, + "TN": 347845, + "TP": 0, + "n_pred": 389, + "n_ref": 2230 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9040129309005005, + "FN": 4316, + "FP": 1860, + "IoU": 0.8248390481862787, + "TN": 315205, + "TP": 29083, + "n_pred": 30943, + "n_ref": 33399 + }, + "7": { + "Dice": 0.21954119910920844, + "FN": 35233, + "FP": 864, + "IoU": 0.12330596978675863, + "TN": 309290, + "TP": 5077, + "n_pred": 5941, + "n_ref": 40310 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8471668805294793, + "FN": 238, + "FP": 2025, + "IoU": 0.7348564733450498, + "TN": 341929, + "TP": 6272, + "n_pred": 8297, + "n_ref": 6510 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3824580698377784, + "FN": 2593, + "FP": 1899, + "IoU": 0.23644399116097228, + "TN": 1045509, + "TP": 1391, + "n_pred": 3290, + "n_ref": 3984 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2313, + "IoU": 0.0, + "TN": 1049079, + "TP": 0, + "n_pred": 2313, + "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": 0.49904200965086576, + "FN": 27972, + "FP": 266, + "IoU": 0.3324823298584025, + "TN": 1009089, + "TP": 14065, + "n_pred": 14331, + "n_ref": 42037 + }, + "15": { + "Dice": 0.4982175336485995, + "FN": 6868, + "FP": 29, + "IoU": 0.3317507993411491, + "TN": 1041071, + "TP": 3424, + "n_pred": 3453, + "n_ref": 10292 + }, + "2": { + "Dice": 0.5169211592396386, + "FN": 6449, + "FP": 1302, + "IoU": 0.34854597411329635, + "TN": 1039494, + "TP": 4147, + "n_pred": 5449, + "n_ref": 10596 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 32143, + "IoU": 0.0, + "TN": 1019122, + "TP": 0, + "n_pred": 32143, + "n_ref": 127 + }, + "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": 0.3914521998015217, + "FN": 2387, + "FP": 43604, + "IoU": 0.24335751772699604, + "TN": 990609, + "TP": 14792, + "n_pred": 58396, + "n_ref": 17179 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4413, + "IoU": 0.0, + "TN": 1046979, + "TP": 0, + "n_pred": 4413, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 8355, + "FP": 0, + "IoU": 0.0, + "TN": 1043037, + "TP": 0, + "n_pred": 0, + "n_ref": 8355 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7266430887120542, + "FN": 21735, + "FP": 525, + "IoU": 0.5706515449600741, + "TN": 649082, + "TP": 29586, + "n_pred": 30111, + "n_ref": 51321 + }, + "10": { + "Dice": 0.0, + "FN": 167, + "FP": 0, + "IoU": 0.0, + "TN": 700761, + "TP": 0, + "n_pred": 0, + "n_ref": 167 + }, + "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": 0.0, + "FN": 0, + "FP": 7834, + "IoU": 0.0, + "TN": 693094, + "TP": 0, + "n_pred": 7834, + "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": 0.12888126072710251, + "FN": 36, + "FP": 11130, + "IoU": 0.06887925283522348, + "TN": 688936, + "TP": 826, + "n_pred": 11956, + "n_ref": 862 + }, + "3": { + "Dice": 0.9173562030112994, + "FN": 18646, + "FP": 1899, + "IoU": 0.8473296624086913, + "TN": 566357, + "TP": 114026, + "n_pred": 115925, + "n_ref": 132672 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9439, + "IoU": 0.0, + "TN": 691489, + "TP": 0, + "n_pred": 9439, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7824321237298317, + "FN": 1865, + "FP": 23850, + "IoU": 0.6426188954053978, + "TN": 628974, + "TP": 46239, + "n_pred": 70089, + "n_ref": 48104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 147462, + "IoU": 0.0, + "TN": 553466, + "TP": 0, + "n_pred": 147462, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8353726362625139, + "FN": 43, + "FP": 253, + "IoU": 0.7172874880611271, + "TN": 349417, + "TP": 751, + "n_pred": 1004, + "n_ref": 794 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 350394, + "TP": 0, + "n_pred": 70, + "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": 96, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 172657, + "FP": 0, + "IoU": 0.0, + "TN": 177807, + "TP": 0, + "n_pred": 0, + "n_ref": 172657 + }, + "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": 2308, + "IoU": 0.0, + "TN": 348156, + "TP": 0, + "n_pred": 2308, + "n_ref": 0 + }, + "3": { + "Dice": 0.9362788848804854, + "FN": 15231, + "FP": 1761, + "IoU": 0.8801920649805749, + "TN": 208637, + "TP": 124835, + "n_pred": 126596, + "n_ref": 140066 + }, + "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": 93946, + "IoU": 0.0, + "TN": 256518, + "TP": 0, + "n_pred": 93946, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5497, + "IoU": 0.0, + "TN": 344967, + "TP": 0, + "n_pred": 5497, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 299, + "IoU": 0.0, + "TN": 174933, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 14460, + "IoU": 0.0, + "TN": 160772, + "TP": 0, + "n_pred": 14460, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 700, + "IoU": 0.0, + "TN": 174532, + "TP": 0, + "n_pred": 700, + "n_ref": 0 + }, + "8": { + "Dice": 0.7225384925292088, + "FN": 19716, + "FP": 11964, + "IoU": 0.5656049033991964, + "TN": 102303, + "TP": 41249, + "n_pred": 53213, + "n_ref": 60965 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 730, + "IoU": 0.0, + "TN": 174502, + "TP": 0, + "n_pred": 730, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0010554361396779633, + "FN": 77533, + "FP": 78, + "IoU": 0.0005279967032400969, + "TN": 1148972, + "TP": 41, + "n_pred": 119, + "n_ref": 77574 + }, + "10": { + "Dice": 0.6667639009240114, + "FN": 30858, + "FP": 7983, + "IoU": 0.5001093965173297, + "TN": 1148925, + "TP": 38858, + "n_pred": 46841, + "n_ref": 69716 + }, + "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": 0.6022251709707053, + "FN": 17086, + "FP": 2399, + "IoU": 0.4308456258215277, + "TN": 1192389, + "TP": 14750, + "n_pred": 17149, + "n_ref": 31836 + }, + "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": 0.0546666524914683, + "FN": 50, + "FP": 88869, + "IoU": 0.02810143185047546, + "TN": 1135134, + "TP": 2571, + "n_pred": 91440, + "n_ref": 2621 + }, + "3": { + "Dice": 0.19169495951945678, + "FN": 3091, + "FP": 4, + "IoU": 0.10600808781051416, + "TN": 1223162, + "TP": 367, + "n_pred": 371, + "n_ref": 3458 + }, + "4": { + "Dice": 0.0, + "FN": 52, + "FP": 709, + "IoU": 0.0, + "TN": 1225863, + "TP": 0, + "n_pred": 709, + "n_ref": 52 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 1226578, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "6": { + "Dice": 0.2381442268907252, + "FN": 70352, + "FP": 341396, + "IoU": 0.13516669782252086, + "TN": 750523, + "TP": 64353, + "n_pred": 405749, + "n_ref": 134705 + }, + "7": { + "Dice": 0.15670311956995925, + "FN": 100260, + "FP": 127840, + "IoU": 0.08501241510993088, + "TN": 977331, + "TP": 21193, + "n_pred": 149033, + "n_ref": 121453 + }, + "8": { + "Dice": 0.7713653730142771, + "FN": 1137, + "FP": 0, + "IoU": 0.627823240589198, + "TN": 1223569, + "TP": 1918, + "n_pred": 1918, + "n_ref": 3055 + }, + "9": { + "Dice": 0.8479396401625072, + "FN": 3723, + "FP": 469, + "IoU": 0.7360201511335013, + "TN": 1210744, + "TP": 11688, + "n_pred": 12157, + "n_ref": 15411 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979007047521556, + "FN": 4802, + "FP": 530, + "IoU": 0.9588773802454091, + "TN": 45571, + "TP": 124329, + "n_pred": 124859, + "n_ref": 129131 + }, + "10": { + "Dice": 0.7272727272727273, + "FN": 7, + "FP": 5, + "IoU": 0.5714285714285714, + "TN": 175204, + "TP": 16, + "n_pred": 21, + "n_ref": 23 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "7": { + "Dice": 0.9357707509881423, + "FN": 24, + "FP": 106, + "IoU": 0.8792943361188487, + "TN": 174155, + "TP": 947, + "n_pred": 1053, + "n_ref": 971 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.29456697688599986, + "FN": 1794.7301587301586, + "FP": 1880.853968253968, + "IoU": 0.23813753157686357, + "TN": 300103.1174603175, + "TP": 4963.3936507936505, + "n_pred": 6844.247619047617, + "n_ref": 6758.1238095238095 + }, + "mean": { + "1": { + "Dice": 0.2839079058593425, + "FN": 1523.3809523809523, + "FP": 1286.6190476190477, + "IoU": 0.2487609925564441, + "TN": 303241.8095238095, + "TP": 2690.285714285714, + "n_pred": 3976.904761904762, + "n_ref": 4213.666666666667 + }, + "10": { + "Dice": 0.27647701697185273, + "FN": 2707.285714285714, + "FP": 1509.047619047619, + "IoU": 0.19720701646492356, + "TN": 301271.38095238095, + "TP": 3254.3809523809523, + "n_pred": 4763.428571428572, + "n_ref": 5961.666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 171.57142857142858, + "FP": 0.0, + "IoU": 0.0, + "TN": 308570.5238095238, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 171.57142857142858 + }, + "12": { + "Dice": 0.0, + "FN": 9.904761904761905, + "FP": 0.0, + "IoU": 0.0, + "TN": 308732.1904761905, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 9.904761904761905 + }, + "13": { + "Dice": 0.30671881993029554, + "FN": 3677.714285714286, + "FP": 747.0952380952381, + "IoU": 0.20779903243444142, + "TN": 302935.61904761905, + "TP": 1381.6666666666667, + "n_pred": 2128.7619047619046, + "n_ref": 5059.380952380952 + }, + "14": { + "Dice": 0.20239146116075918, + "FN": 8108.142857142857, + "FP": 1550.0, + "IoU": 0.13798947292534308, + "TN": 295934.61904761905, + "TP": 3149.3333333333335, + "n_pred": 4699.333333333333, + "n_ref": 11257.47619047619 + }, + "15": { + "Dice": 0.36821550840830647, + "FN": 1855.857142857143, + "FP": 2354.285714285714, + "IoU": 0.30260319581385287, + "TN": 295777.7619047619, + "TP": 8754.190476190477, + "n_pred": 11108.47619047619, + "n_ref": 10610.047619047618 + }, + "2": { + "Dice": 0.3325826550591718, + "FN": 155.0, + "FP": 894.6190476190476, + "IoU": 0.30301364760253235, + "TN": 304887.04761904763, + "TP": 2805.4285714285716, + "n_pred": 3700.0476190476193, + "n_ref": 2960.4285714285716 + }, + "3": { + "Dice": 0.16134113411341133, + "FN": 31.476190476190474, + "FP": 93.23809523809524, + "IoU": 0.15634539904055822, + "TN": 307900.38095238095, + "TP": 717.0, + "n_pred": 810.2380952380952, + "n_ref": 748.4761904761905 + }, + "4": { + "Dice": 0.1593476379153794, + "FN": 1297.857142857143, + "FP": 82.33333333333333, + "IoU": 0.11310586027974222, + "TN": 307150.28571428574, + "TP": 211.61904761904762, + "n_pred": 293.95238095238096, + "n_ref": 1509.4761904761904 + }, + "5": { + "Dice": 0.33087250822835496, + "FN": 202.04761904761904, + "FP": 60.666666666666664, + "IoU": 0.23581663004600117, + "TN": 308203.5238095238, + "TP": 275.85714285714283, + "n_pred": 336.5238095238095, + "n_ref": 477.9047619047619 + }, + "6": { + "Dice": 0.7204914042976588, + "FN": 1272.6190476190477, + "FP": 2540.7619047619046, + "IoU": 0.6678161121639228, + "TN": 278325.95238095237, + "TP": 26602.761904761905, + "n_pred": 29143.52380952381, + "n_ref": 27875.380952380954 + }, + "7": { + "Dice": 0.3315898349646608, + "FN": 3871.5238095238096, + "FP": 12150.095238095239, + "IoU": 0.26739789089392624, + "TN": 272775.5714285714, + "TP": 19944.904761904763, + "n_pred": 32095.0, + "n_ref": 23816.428571428572 + }, + "8": { + "Dice": 0.410138188901404, + "FN": 382.4761904761905, + "FP": 3763.809523809524, + "IoU": 0.33406657306540855, + "TN": 302542.28571428574, + "TP": 2053.5238095238096, + "n_pred": 5817.333333333333, + "n_ref": 2436.0 + }, + "9": { + "Dice": 0.5344305774793997, + "FN": 1654.095238095238, + "FP": 1180.2380952380952, + "IoU": 0.40014115036585696, + "TN": 303297.8095238095, + "TP": 2609.9523809523807, + "n_pred": 3790.190476190476, + "n_ref": 4264.047619047619 + } + }, + "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": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 97, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "15": { + "Dice": 0.657910447761194, + "FN": 14557, + "FP": 914, + "IoU": 0.4902135231316726, + "TN": 144884, + "TP": 14877, + "n_pred": 15791, + "n_ref": 29434 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13829, + "IoU": 0.0, + "TN": 161403, + "TP": 0, + "n_pred": 13829, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7835, + "IoU": 0.0, + "TN": 167397, + "TP": 0, + "n_pred": 7835, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.46393133933698655, + "FN": 120373, + "FP": 50, + "IoU": 0.30202513156979577, + "TN": 353164, + "TP": 52109, + "n_pred": 52159, + "n_ref": 172482 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1749, + "IoU": 0.0, + "TN": 523947, + "TP": 0, + "n_pred": 1749, + "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": 138, + "IoU": 0.0, + "TN": 525558, + "TP": 0, + "n_pred": 138, + "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": 142, + "IoU": 0.0, + "TN": 525554, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 117203, + "IoU": 0.0, + "TN": 408493, + "TP": 0, + "n_pred": 117203, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.28767641319638776, + "FN": 46074, + "FP": 1017, + "IoU": 0.1680035335689046, + "TN": 118632, + "TP": 9509, + "n_pred": 10526, + "n_ref": 55583 + }, + "15": { + "Dice": 0.613645361368935, + "FN": 5745, + "FP": 29387, + "IoU": 0.4426323137453992, + "TN": 112200, + "TP": 27900, + "n_pred": 57287, + "n_ref": 33645 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1324, + "IoU": 0.0, + "TN": 173908, + "TP": 0, + "n_pred": 1324, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39935, + "IoU": 0.0, + "TN": 135297, + "TP": 0, + "n_pred": 39935, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 145, + "IoU": 0.0, + "TN": 175087, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.16080402010050251, + "FN": 0, + "FP": 4676, + "IoU": 0.08743169398907104, + "TN": 170108, + "TP": 448, + "n_pred": 5124, + "n_ref": 448 + }, + "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": 2003, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 2003, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13177, + "IoU": 0.0, + "TN": 162055, + "TP": 0, + "n_pred": 13177, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.05359218786328761, + "FN": 9469, + "FP": 6813, + "IoU": 0.027533894761990085, + "TN": 333721, + "TP": 461, + "n_pred": 7274, + "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": 0.3167299324136654, + "FN": 13011, + "FP": 1749, + "IoU": 0.188163467356031, + "TN": 332283, + "TP": 3421, + "n_pred": 5170, + "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": 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": 0.5852468427095293, + "FN": 703, + "FP": 13747, + "IoU": 0.4136741732602962, + "TN": 325819, + "TP": 10195, + "n_pred": 23942, + "n_ref": 10898 + }, + "9": { + "Dice": 0.2387226970560304, + "FN": 12585, + "FP": 241, + "IoU": 0.13553952955449214, + "TN": 335627, + "TP": 2011, + "n_pred": 2252, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2709, + "FP": 0, + "IoU": 0.0, + "TN": 347755, + "TP": 0, + "n_pred": 0, + "n_ref": 2709 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.6090533389981074, + "FN": 17741, + "FP": 2503, + "IoU": 0.43786965817899093, + "TN": 139219, + "TP": 15769, + "n_pred": 18272, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.84219468770617, + "FN": 2544, + "FP": 14917, + "IoU": 0.7274061353524315, + "TN": 111177, + "TP": 46594, + "n_pred": 61511, + "n_ref": 49138 + }, + "7": { + "Dice": 0.637231393525777, + "FN": 7192, + "FP": 8542, + "IoU": 0.467600582005211, + "TN": 145679, + "TP": 13819, + "n_pred": 22361, + "n_ref": 21011 + }, + "8": { + "Dice": 0.854876741693462, + "FN": 4, + "FP": 1350, + "IoU": 0.7465368775739424, + "TN": 169890, + "TP": 3988, + "n_pred": 5338, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9102844638949672, + "FN": 21, + "FP": 20, + "IoU": 0.8353413654618473, + "TN": 350215, + "TP": 208, + "n_pred": 228, + "n_ref": 229 + }, + "10": { + "Dice": 0.5951509153884216, + "FN": 10172, + "FP": 2101, + "IoU": 0.42364046210200057, + "TN": 329170, + "TP": 9021, + "n_pred": 11122, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "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": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "3": { + "Dice": 0.968046804680468, + "FN": 661, + "FP": 333, + "IoU": 0.9380723942433493, + "TN": 334413, + "TP": 15057, + "n_pred": 15390, + "n_ref": 15718 + }, + "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": 1690, + "IoU": 0.0, + "TN": 348774, + "TP": 0, + "n_pred": 1690, + "n_ref": 0 + }, + "7": { + "Dice": 0.9462862212480593, + "FN": 3226, + "FP": 891, + "IoU": 0.898048635530682, + "TN": 310082, + "TP": 36265, + "n_pred": 37156, + "n_ref": 39491 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.525499983580178, + "FN": 5923, + "FP": 8526, + "IoU": 0.3563919821826281, + "TN": 152782, + "TP": 8001, + "n_pred": 16527, + "n_ref": 13924 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4080874093740427, + "FN": 20599, + "FP": 8384, + "IoU": 0.25635038743777905, + "TN": 136258, + "TP": 9991, + "n_pred": 18375, + "n_ref": 30590 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7327293318233296, + "FN": 442, + "FP": 30, + "IoU": 0.5781948168007149, + "TN": 174113, + "TP": 647, + "n_pred": 677, + "n_ref": 1089 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.027987831377661886, + "FN": 22366, + "FP": 0, + "IoU": 0.014192524682651622, + "TN": 152544, + "TP": 322, + "n_pred": 322, + "n_ref": 22688 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8742750066922459, + "FN": 929, + "FP": 480, + "IoU": 0.7766328471781865, + "TN": 168924, + "TP": 4899, + "n_pred": 5379, + "n_ref": 5828 + }, + "7": { + "Dice": 0.523303322847742, + "FN": 51, + "FP": 26317, + "IoU": 0.3543742807472883, + "TN": 134391, + "TP": 14473, + "n_pred": 40790, + "n_ref": 14524 + }, + "8": { + "Dice": 0.61305849708364, + "FN": 5155, + "FP": 1678, + "IoU": 0.44202188469704395, + "TN": 162986, + "TP": 5413, + "n_pred": 7091, + "n_ref": 10568 + }, + "9": { + "Dice": 0.7389248223942317, + "FN": 2653, + "FP": 9658, + "IoU": 0.5859482729627014, + "TN": 145499, + "TP": 17422, + "n_pred": 27080, + "n_ref": 20075 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18622, + "IoU": 0.0, + "TN": 682306, + "TP": 0, + "n_pred": 18622, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 528, + "IoU": 0.0, + "TN": 700400, + "TP": 0, + "n_pred": 528, + "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": 0.2571551077285883, + "FN": 13743, + "FP": 117, + "IoU": 0.14754904975705763, + "TN": 684669, + "TP": 2399, + "n_pred": 2516, + "n_ref": 16142 + }, + "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": 25, + "FP": 0, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 700883, + "TP": 0, + "n_pred": 45, + "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": 0.9799321688539754, + "FN": 329, + "FP": 4162, + "IoU": 0.9606539280363761, + "TN": 586787, + "TP": 109650, + "n_pred": 113812, + "n_ref": 109979 + }, + "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": 7342, + "IoU": 0.0, + "TN": 693586, + "TP": 0, + "n_pred": 7342, + "n_ref": 0 + }, + "9": { + "Dice": 0.5768654952328421, + "FN": 7144, + "FP": 3596, + "IoU": 0.40534854105531254, + "TN": 682867, + "TP": 7321, + "n_pred": 10917, + "n_ref": 14465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.7067199166521966, + "FN": 3002, + "FP": 376, + "IoU": 0.5464554242749732, + "TN": 343016, + "TP": 4070, + "n_pred": 4446, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16114, + "IoU": 0.0, + "TN": 334350, + "TP": 0, + "n_pred": 16114, + "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": 0.6951212065701899, + "FN": 3775, + "FP": 1218, + "IoU": 0.5327094057089378, + "TN": 339779, + "TP": 5692, + "n_pred": 6910, + "n_ref": 9467 + }, + "6": { + "Dice": 0.8874871160585446, + "FN": 2984, + "FP": 2474, + "IoU": 0.7977319893270086, + "TN": 323480, + "TP": 21526, + "n_pred": 24000, + "n_ref": 24510 + }, + "7": { + "Dice": 0.5507949339800593, + "FN": 1667, + "FP": 0, + "IoU": 0.3800669393826701, + "TN": 347775, + "TP": 1022, + "n_pred": 1022, + "n_ref": 2689 + }, + "8": { + "Dice": 0.9455566193750544, + "FN": 1399, + "FP": 1103, + "IoU": 0.8967353171818895, + "TN": 326235, + "TP": 21727, + "n_pred": 22830, + "n_ref": 23126 + }, + "9": { + "Dice": 0.649804275820536, + "FN": 2215, + "FP": 111, + "IoU": 0.48126672613737737, + "TN": 345980, + "TP": 2158, + "n_pred": 2269, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4862, + "IoU": 0.0, + "TN": 520834, + "TP": 0, + "n_pred": 4862, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 808, + "IoU": 0.0, + "TN": 524888, + "TP": 0, + "n_pred": 808, + "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": 0.6595923513343139, + "FN": 306, + "FP": 2934, + "IoU": 0.4920833986518263, + "TN": 519317, + "TP": 3139, + "n_pred": 6073, + "n_ref": 3445 + }, + "14": { + "Dice": 0.0, + "FN": 822, + "FP": 2086, + "IoU": 0.0, + "TN": 522788, + "TP": 0, + "n_pred": 2086, + "n_ref": 822 + }, + "15": { + "Dice": 0.9377372413197099, + "FN": 18671, + "FP": 61, + "IoU": 0.8827733380060453, + "TN": 365903, + "TP": 141061, + "n_pred": 141122, + "n_ref": 159732 + }, + "2": { + "Dice": 0.9592624275259006, + "FN": 1941, + "FP": 2345, + "IoU": 0.9217140352158983, + "TN": 470948, + "TP": 50462, + "n_pred": 52807, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 525120, + "TP": 0, + "n_pred": 576, + "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": 0.97424154278429, + "FN": 989, + "FP": 1092, + "IoU": 0.9497767587788102, + "TN": 484261, + "TP": 39354, + "n_pred": 40446, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 525623, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 30, + "FP": 12509, + "IoU": 0.0, + "TN": 513157, + "TP": 0, + "n_pred": 12509, + "n_ref": 30 + }, + "9": { + "Dice": 0.4343685748295639, + "FN": 198, + "FP": 5029, + "IoU": 0.27743986729333703, + "TN": 518462, + "TP": 2007, + "n_pred": 7036, + "n_ref": 2205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.2974963181148748, + "FN": 468, + "FP": 9, + "IoU": 0.17474048442906576, + "TN": 174654, + "TP": 101, + "n_pred": 110, + "n_ref": 569 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.30740393626991563, + "FN": 164, + "FP": 575, + "IoU": 0.18161683277962348, + "TN": 174329, + "TP": 164, + "n_pred": 739, + "n_ref": 328 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.15668789808917197, + "FN": 1174, + "FP": 150, + "IoU": 0.08500345542501728, + "TN": 173785, + "TP": 123, + "n_pred": 273, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 171629, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7232977303070761, + "FN": 1315, + "FP": 343, + "IoU": 0.5665359477124183, + "TN": 171407, + "TP": 2167, + "n_pred": 2510, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9575891487141718, + "FN": 133, + "FP": 558, + "IoU": 0.9186292981629769, + "TN": 166740, + "TP": 7801, + "n_pred": 8359, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339982947710205, + "FN": 1214, + "FP": 4437, + "IoU": 0.8761696066615536, + "TN": 129597, + "TP": 39984, + "n_pred": 44421, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 634, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 634, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9235918439247809, + "FN": 2591, + "FP": 879, + "IoU": 0.8580312576712217, + "TN": 150790, + "TP": 20972, + "n_pred": 21851, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7931629712610879, + "FN": 29261, + "FP": 96, + "IoU": 0.6572245898768171, + "TN": 89587, + "TP": 56288, + "n_pred": 56384, + "n_ref": 85549 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.23524522028262676, + "FN": 1840, + "FP": 0, + "IoU": 0.13330193122939238, + "TN": 173109, + "TP": 283, + "n_pred": 283, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 17859, + "IoU": 0.0, + "TN": 157373, + "TP": 0, + "n_pred": 17859, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3419, + "IoU": 0.0, + "TN": 697509, + "TP": 0, + "n_pred": 3419, + "n_ref": 0 + }, + "10": { + "Dice": 0.44884221863220247, + "FN": 2464, + "FP": 1630, + "IoU": 0.28935948620031243, + "TN": 695167, + "TP": 1667, + "n_pred": 3297, + "n_ref": 4131 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 92, + "FP": 0, + "IoU": 0.0, + "TN": 700836, + "TP": 0, + "n_pred": 0, + "n_ref": 92 + }, + "13": { + "Dice": 0.31219202034652677, + "FN": 17308, + "FP": 0, + "IoU": 0.18496892070069693, + "TN": 679692, + "TP": 3928, + "n_pred": 3928, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 24223, + "IoU": 0.0, + "TN": 676705, + "TP": 0, + "n_pred": 24223, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1215, + "IoU": 0.0, + "TN": 699713, + "TP": 0, + "n_pred": 1215, + "n_ref": 0 + }, + "2": { + "Dice": 0.0110803324099723, + "FN": 714, + "FP": 0, + "IoU": 0.005571030640668524, + "TN": 700210, + "TP": 4, + "n_pred": 4, + "n_ref": 718 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 721, + "IoU": 0.0, + "TN": 700207, + "TP": 0, + "n_pred": 721, + "n_ref": 0 + }, + "4": { + "Dice": 0.6094027202838557, + "FN": 4889, + "FP": 395, + "IoU": 0.43823091643631723, + "TN": 691522, + "TP": 4122, + "n_pred": 4517, + "n_ref": 9011 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 700881, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.9014084507042254, + "FN": 4024, + "FP": 18411, + "IoU": 0.8205128205128205, + "TN": 575933, + "TP": 102560, + "n_pred": 120971, + "n_ref": 106584 + }, + "7": { + "Dice": 0.9138338277508136, + "FN": 47804, + "FP": 6077, + "IoU": 0.841338877142975, + "TN": 361330, + "TP": 285717, + "n_pred": 291794, + "n_ref": 333521 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 22611, + "IoU": 0.0, + "TN": 678317, + "TP": 0, + "n_pred": 22611, + "n_ref": 0 + }, + "9": { + "Dice": 0.12122849680266595, + "FN": 6049, + "FP": 3708, + "IoU": 0.06452540747842761, + "TN": 690498, + "TP": 673, + "n_pred": 4381, + "n_ref": 6722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.11560364464692482, + "FN": 3106, + "FP": 0, + "IoU": 0.061347839226352376, + "TN": 171923, + "TP": 203, + "n_pred": 203, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 848, + "IoU": 0.0, + "TN": 174384, + "TP": 0, + "n_pred": 848, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9402284075740347, + "FN": 612, + "FP": 597, + "IoU": 0.8871991043105056, + "TN": 164514, + "TP": 9509, + "n_pred": 10106, + "n_ref": 10121 + }, + "7": { + "Dice": 0.7999691919629534, + "FN": 16948, + "FP": 3829, + "IoU": 0.6666238788248319, + "TN": 112909, + "TP": 41546, + "n_pred": 45375, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966299416720674, + "FN": 11319, + "FP": 17, + "IoU": 0.9347962382445141, + "TN": 351841, + "TP": 162519, + "n_pred": 162536, + "n_ref": 173838 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10804, + "IoU": 0.0, + "TN": 514892, + "TP": 0, + "n_pred": 10804, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.8132940164639391, + "FN": 6804, + "FP": 8392, + "IoU": 0.6853374195017912, + "TN": 126939, + "TP": 33097, + "n_pred": 41489, + "n_ref": 39901 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39013364779874216, + "FN": 10950, + "FP": 1462, + "IoU": 0.24233915272860457, + "TN": 158850, + "TP": 3970, + "n_pred": 5432, + "n_ref": 14920 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.857327112021547, + "FN": 1281, + "FP": 2480, + "IoU": 0.7502821857778368, + "TN": 160171, + "TP": 11300, + "n_pred": 13780, + "n_ref": 12581 + }, + "7": { + "Dice": 0.6987732478365417, + "FN": 2574, + "FP": 19599, + "IoU": 0.5370111294397695, + "TN": 127341, + "TP": 25718, + "n_pred": 45317, + "n_ref": 28292 + }, + "8": { + "Dice": 0.7952392518824387, + "FN": 577, + "FP": 266, + "IoU": 0.6600806451612903, + "TN": 172752, + "TP": 1637, + "n_pred": 1903, + "n_ref": 2214 + }, + "9": { + "Dice": 0.6458081244598098, + "FN": 486, + "FP": 1563, + "IoU": 0.47689558335460813, + "TN": 171315, + "TP": 1868, + "n_pred": 3431, + "n_ref": 2354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 0, + "FP": 696, + "IoU": 0.0, + "TN": 174536, + "TP": 0, + "n_pred": 696, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 486, + "IoU": 0.0, + "TN": 174746, + "TP": 0, + "n_pred": 486, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9294874562804957, + "FN": 500, + "FP": 1133, + "IoU": 0.8682639561148757, + "TN": 162836, + "TP": 10763, + "n_pred": 11896, + "n_ref": 11263 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 174996, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4805608667941364, + "FN": 815, + "FP": 0, + "IoU": 0.3162751677852349, + "TN": 174040, + "TP": 377, + "n_pred": 377, + "n_ref": 1192 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.31526808413965934, + "FN": 1681.1111111111115, + "FP": 2806.850793650794, + "IoU": 0.25645236261336357, + "TN": 314283.3206349207, + "TP": 6659.574603174603, + "n_pred": 9466.425396825398, + "n_ref": 8340.685714285712 + }, + "mean": { + "1": { + "Dice": 0.3135911520522265, + "FN": 1083.0, + "FP": 1036.7619047619048, + "IoU": 0.2854798473296297, + "TN": 310667.7619047619, + "TP": 12643.333333333334, + "n_pred": 13680.095238095239, + "n_ref": 13726.333333333334 + }, + "10": { + "Dice": 0.3049869075553074, + "FN": 1656.904761904762, + "FP": 1050.8095238095239, + "IoU": 0.2186402141219194, + "TN": 320426.0, + "TP": 2297.1428571428573, + "n_pred": 3347.9523809523807, + "n_ref": 3954.0476190476193 + }, + "11": { + "Dice": 0.0, + "FN": 486.4761904761905, + "FP": 0.0, + "IoU": 0.0, + "TN": 324944.38095238095, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 486.4761904761905 + }, + "12": { + "Dice": 0.0, + "FN": 95.38095238095238, + "FP": 0.0, + "IoU": 0.0, + "TN": 325335.4761904762, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 95.38095238095238 + }, + "13": { + "Dice": 0.14047990191121865, + "FN": 4362.380952380952, + "FP": 1626.4285714285713, + "IoU": 0.0949126518579043, + "TN": 317550.6666666667, + "TP": 1891.3809523809523, + "n_pred": 3517.809523809524, + "n_ref": 6253.761904761905 + }, + "14": { + "Dice": 0.44726860229323867, + "FN": 1184.4285714285713, + "FP": 4199.571428571428, + "IoU": 0.4063429380336665, + "TN": 311950.7619047619, + "TP": 8096.0952380952385, + "n_pred": 12295.666666666666, + "n_ref": 9280.52380952381 + }, + "15": { + "Dice": 0.184104430825326, + "FN": 1377.904761904762, + "FP": 3130.5714285714284, + "IoU": 0.13647967288751922, + "TN": 319309.8095238095, + "TP": 1612.5714285714287, + "n_pred": 4743.142857142857, + "n_ref": 2990.4761904761904 + }, + "2": { + "Dice": 0.4187801177480287, + "FN": 2049.095238095238, + "FP": 3517.0, + "IoU": 0.3619034327045686, + "TN": 309585.1904761905, + "TP": 10279.57142857143, + "n_pred": 13796.57142857143, + "n_ref": 12328.666666666666 + }, + "3": { + "Dice": 0.44591207139538536, + "FN": 2055.9523809523807, + "FP": 794.4285714285714, + "IoU": 0.3662698037665508, + "TN": 319954.95238095237, + "TP": 2625.5238095238096, + "n_pred": 3419.9523809523807, + "n_ref": 4681.476190476191 + }, + "4": { + "Dice": 0.004115226337448559, + "FN": 9.238095238095237, + "FP": 351.2857142857143, + "IoU": 0.0020833333333333333, + "TN": 325070.2380952381, + "TP": 0.09523809523809523, + "n_pred": 351.3809523809524, + "n_ref": 9.333333333333334 + }, + "5": { + "Dice": 0.5742790335151988, + "FN": 60.285714285714285, + "FP": 16.80952380952381, + "IoU": 0.42407822620827107, + "TN": 325239.3333333333, + "TP": 114.42857142857143, + "n_pred": 131.23809523809524, + "n_ref": 174.71428571428572 + }, + "6": { + "Dice": 0.6938215115063764, + "FN": 6201.047619047619, + "FP": 17152.428571428572, + "IoU": 0.6080849818267946, + "TN": 259660.80952380953, + "TP": 42416.57142857143, + "n_pred": 59569.0, + "n_ref": 48617.619047619046 + }, + "7": { + "Dice": 0.41187184785284875, + "FN": 3719.285714285714, + "FP": 6883.285714285715, + "IoU": 0.3399667871282254, + "TN": 300893.14285714284, + "TP": 13935.142857142857, + "n_pred": 20818.428571428572, + "n_ref": 17654.428571428572 + }, + "8": { + "Dice": 0.3583772685524164, + "FN": 212.0952380952381, + "FP": 618.4761904761905, + "IoU": 0.2642199416998533, + "TN": 323947.8095238095, + "TP": 652.4761904761905, + "n_pred": 1270.952380952381, + "n_ref": 864.5714285714286 + }, + "9": { + "Dice": 0.43143319054986956, + "FN": 663.1904761904761, + "FP": 1724.904761904762, + "IoU": 0.3383236083022178, + "TN": 319713.4761904762, + "TP": 3329.285714285714, + "n_pred": 5054.190476190476, + "n_ref": 3992.4761904761904 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9645431379686931, + "FN": 8277, + "FP": 1463, + "IoU": 0.9315145549149205, + "TN": 208244, + "TP": 132480, + "n_pred": 133943, + "n_ref": 140757 + }, + "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": 57, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 57, + "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": 0.9025515415260842, + "FN": 10911, + "FP": 9220, + "IoU": 0.8224090476022442, + "TN": 237108, + "TP": 93225, + "n_pred": 102445, + "n_ref": 104136 + }, + "3": { + "Dice": 0.23413516609392898, + "FN": 2511, + "FP": 4175, + "IoU": 0.13258951738453556, + "TN": 342756, + "TP": 1022, + "n_pred": 5197, + "n_ref": 3533 + }, + "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": 0.9187129378680741, + "FN": 1016, + "FP": 2973, + "IoU": 0.8496475820738004, + "TN": 323933, + "TP": 22542, + "n_pred": 25515, + "n_ref": 23558 + }, + "7": { + "Dice": 0.34705428350913303, + "FN": 8994, + "FP": 1158, + "IoU": 0.20996108949416342, + "TN": 337614, + "TP": 2698, + "n_pred": 3856, + "n_ref": 11692 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.31448275862068964, + "FN": 196, + "FP": 301, + "IoU": 0.18657937806873978, + "TN": 349853, + "TP": 114, + "n_pred": 415, + "n_ref": 310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.9590817652608905, + "FN": 8307, + "FP": 887, + "IoU": 0.9213805016118964, + "TN": 58289, + "TP": 107749, + "n_pred": 108636, + "n_ref": 116056 + }, + "15": { + "Dice": 0.05215419501133787, + "FN": 15568, + "FP": 1152, + "IoU": 0.02677532013969732, + "TN": 158052, + "TP": 460, + "n_pred": 1612, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452744952357194, + "FN": 9280, + "FP": 811, + "IoU": 0.8962279673392156, + "TN": 253222, + "TP": 87151, + "n_pred": 87962, + "n_ref": 96431 + }, + "10": { + "Dice": 0.6702854255301808, + "FN": 14612, + "FP": 5615, + "IoU": 0.5040821830485204, + "TN": 309677, + "TP": 20560, + "n_pred": 26175, + "n_ref": 35172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1819046921894444, + "FN": 17132, + "FP": 5220, + "IoU": 0.10005234126504811, + "TN": 325627, + "TP": 2485, + "n_pred": 7705, + "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": 0.021796317173994738, + "FN": 638, + "FP": 1965, + "IoU": 0.011018237082066869, + "TN": 347832, + "TP": 29, + "n_pred": 1994, + "n_ref": 667 + }, + "3": { + "Dice": 0.5224416517055656, + "FN": 3975, + "FP": 1345, + "IoU": 0.353584447144593, + "TN": 342234, + "TP": 2910, + "n_pred": 4255, + "n_ref": 6885 + }, + "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": 0.0, + "FN": 0, + "FP": 7801, + "IoU": 0.0, + "TN": 342663, + "TP": 0, + "n_pred": 7801, + "n_ref": 0 + }, + "7": { + "Dice": 0.8551795580110497, + "FN": 4561, + "FP": 3827, + "IoU": 0.7469988538336249, + "TN": 317310, + "TP": 24766, + "n_pred": 28593, + "n_ref": 29327 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "9": { + "Dice": 0.6265588914549653, + "FN": 3598, + "FP": 9338, + "IoU": 0.4561964015469985, + "TN": 326676, + "TP": 10852, + "n_pred": 20190, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7276, + "IoU": 0.0, + "TN": 518420, + "TP": 0, + "n_pred": 7276, + "n_ref": 0 + }, + "10": { + "Dice": 0.6313661944836478, + "FN": 13230, + "FP": 7927, + "IoU": 0.4613112667091025, + "TN": 486421, + "TP": 18118, + "n_pred": 26045, + "n_ref": 31348 + }, + "11": { + "Dice": 0.0, + "FN": 479, + "FP": 0, + "IoU": 0.0, + "TN": 525217, + "TP": 0, + "n_pred": 0, + "n_ref": 479 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 523693, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.5126045048052676, + "FN": 66173, + "FP": 2444, + "IoU": 0.34463228271251195, + "TN": 420996, + "TP": 36083, + "n_pred": 38527, + "n_ref": 102256 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8412269311820175, + "FN": 6308, + "FP": 1151, + "IoU": 0.7259634813916749, + "TN": 498477, + "TP": 19760, + "n_pred": 20911, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 36, + "FP": 5258, + "IoU": 0.0, + "TN": 520402, + "TP": 0, + "n_pred": 5258, + "n_ref": 36 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1075493776816425, + "FN": 258, + "FP": 50078, + "IoU": 0.05683074443965598, + "TN": 472327, + "TP": 3033, + "n_pred": 53111, + "n_ref": 3291 + }, + "7": { + "Dice": 0.33427875524789286, + "FN": 56751, + "FP": 26339, + "IoU": 0.2006810901290031, + "TN": 421745, + "TP": 20861, + "n_pred": 47200, + "n_ref": 77612 + }, + "8": { + "Dice": 0.15264187866927592, + "FN": 862, + "FP": 4, + "IoU": 0.0826271186440678, + "TN": 524752, + "TP": 78, + "n_pred": 82, + "n_ref": 940 + }, + "9": { + "Dice": 0.6963786661959815, + "FN": 1271, + "FP": 9050, + "IoU": 0.5341878413142573, + "TN": 503539, + "TP": 11836, + "n_pred": 20886, + "n_ref": 13107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.5283200771270186, + "FN": 3914, + "FP": 0, + "IoU": 0.3589911562397642, + "TN": 344358, + "TP": 2192, + "n_pred": 2192, + "n_ref": 6106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7485580670303975, + "FN": 1260, + "FP": 353, + "IoU": 0.5981564524165421, + "TN": 346450, + "TP": 2401, + "n_pred": 2754, + "n_ref": 3661 + }, + "6": { + "Dice": 0.7740400052887068, + "FN": 4485, + "FP": 7478, + "IoU": 0.6313746032724248, + "TN": 318011, + "TP": 20490, + "n_pred": 27968, + "n_ref": 24975 + }, + "7": { + "Dice": 0.9033363712010144, + "FN": 3144, + "FP": 6614, + "IoU": 0.8237132585406391, + "TN": 295111, + "TP": 45595, + "n_pred": 52209, + "n_ref": 48739 + }, + "8": { + "Dice": 0.6898783836798744, + "FN": 3147, + "FP": 15, + "IoU": 0.5265758347057943, + "TN": 343785, + "TP": 3517, + "n_pred": 3532, + "n_ref": 6664 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 521999, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 525213, + "TP": 0, + "n_pred": 483, + "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": 0.008026929052304505, + "FN": 269, + "FP": 22717, + "IoU": 0.004029637332640062, + "TN": 502617, + "TP": 93, + "n_pred": 22810, + "n_ref": 362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 640, + "IoU": 0.0, + "TN": 525056, + "TP": 0, + "n_pred": 640, + "n_ref": 0 + }, + "5": { + "Dice": 0.4, + "FN": 6, + "FP": 0, + "IoU": 0.25, + "TN": 525688, + "TP": 2, + "n_pred": 2, + "n_ref": 8 + }, + "6": { + "Dice": 0.6251716940115292, + "FN": 31328, + "FP": 3329, + "IoU": 0.45472710395066, + "TN": 462137, + "TP": 28902, + "n_pred": 32231, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7547795443824745, + "FN": 1399, + "FP": 33951, + "IoU": 0.606141298898087, + "TN": 435943, + "TP": 54403, + "n_pred": 88354, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.010471204188481676, + "FN": 15, + "FP": 552, + "IoU": 0.005263157894736842, + "TN": 525126, + "TP": 3, + "n_pred": 555, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2169, + "IoU": 0.0, + "TN": 173063, + "TP": 0, + "n_pred": 2169, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6539, + "FP": 0, + "IoU": 0.0, + "TN": 168693, + "TP": 0, + "n_pred": 0, + "n_ref": 6539 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725413296910687, + "FN": 3382, + "FP": 1463, + "IoU": 0.9465503166162875, + "TN": 84586, + "TP": 85801, + "n_pred": 87264, + "n_ref": 89183 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6067, + "IoU": 0.0, + "TN": 169165, + "TP": 0, + "n_pred": 6067, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 174918, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 925, + "IoU": 0.0, + "TN": 174307, + "TP": 0, + "n_pred": 925, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 174134, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "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": 352, + "IoU": 0.0, + "TN": 174880, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.722363591325692, + "FN": 12138, + "FP": 191, + "IoU": 0.5653905809362663, + "TN": 146864, + "TP": 16039, + "n_pred": 16230, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 175094, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9260514542553524, + "FN": 2380, + "FP": 4711, + "IoU": 0.8622866131945388, + "TN": 123741, + "TP": 44400, + "n_pred": 49111, + "n_ref": 46780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5262, + "IoU": 0.0, + "TN": 169970, + "TP": 0, + "n_pred": 5262, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7968864023351983, + "FN": 3773, + "FP": 2072, + "IoU": 0.6623534169025476, + "TN": 157921, + "TP": 11466, + "n_pred": 13538, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.29052969502407705, + "FN": 96, + "FP": 1672, + "IoU": 0.1699530516431925, + "TN": 348334, + "TP": 362, + "n_pred": 2034, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.003469210754553339, + "FN": 430, + "FP": 1868, + "IoU": 0.0017376194613379669, + "TN": 348162, + "TP": 4, + "n_pred": 1872, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1831, + "IoU": 0.0, + "TN": 348633, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + }, + "3": { + "Dice": 0.872086072922893, + "FN": 369, + "FP": 59, + "IoU": 0.7731849496555379, + "TN": 348577, + "TP": 1459, + "n_pred": 1518, + "n_ref": 1828 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 387, + "IoU": 0.0, + "TN": 350077, + "TP": 0, + "n_pred": 387, + "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": 0.7320012686330479, + "FN": 388, + "FP": 457, + "IoU": 0.5772886443221611, + "TN": 348465, + "TP": 1154, + "n_pred": 1611, + "n_ref": 1542 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.18824871648602395, + "FN": 1402, + "FP": 21, + "IoU": 0.10390428211586902, + "TN": 348876, + "TP": 165, + "n_pred": 186, + "n_ref": 1567 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09877010406811731, + "FN": 3975, + "FP": 788, + "IoU": 0.05195063694267516, + "TN": 345440, + "TP": 261, + "n_pred": 1049, + "n_ref": 4236 + }, + "14": { + "Dice": 0.8438609992896046, + "FN": 10454, + "FP": 96, + "IoU": 0.7298957986635602, + "TN": 311405, + "TP": 28509, + "n_pred": 28605, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "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": 0.024691358024691357, + "FN": 158, + "FP": 0, + "IoU": 0.0125, + "TN": 350304, + "TP": 2, + "n_pred": 2, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8249792772176919, + "FN": 46671, + "FP": 2737, + "IoU": 0.7020976406818086, + "TN": 184611, + "TP": 116445, + "n_pred": 119182, + "n_ref": 163116 + }, + "7": { + "Dice": 0.001249453364153183, + "FN": 173, + "FP": 47788, + "IoU": 0.0006251172094767769, + "TN": 302473, + "TP": 30, + "n_pred": 47818, + "n_ref": 203 + }, + "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": 190, + "IoU": 0.0, + "TN": 350274, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 174855, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "10": { + "Dice": 0.7311235039789461, + "FN": 452, + "FP": 3839, + "IoU": 0.5761975308641976, + "TN": 165107, + "TP": 5834, + "n_pred": 9673, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06825938566552901, + "FN": 2998, + "FP": 5, + "IoU": 0.0353356890459364, + "TN": 172119, + "TP": 110, + "n_pred": 115, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9678356505499066, + "FN": 63, + "FP": 247, + "IoU": 0.9376759147567351, + "TN": 170258, + "TP": 4664, + "n_pred": 4911, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8759325081835935, + "FN": 8168, + "FP": 663, + "IoU": 0.7792525934258218, + "TN": 135227, + "TP": 31174, + "n_pred": 31837, + "n_ref": 39342 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 659, + "IoU": 0.0, + "TN": 174573, + "TP": 0, + "n_pred": 659, + "n_ref": 0 + }, + "8": { + "Dice": 0.7069767441860465, + "FN": 31, + "FP": 32, + "IoU": 0.5467625899280576, + "TN": 175093, + "TP": 76, + "n_pred": 108, + "n_ref": 107 + }, + "9": { + "Dice": 0.7292396872472364, + "FN": 939, + "FP": 7095, + "IoU": 0.5738609239908767, + "TN": 156379, + "TP": 10819, + "n_pred": 17914, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3038, + "IoU": 0.0, + "TN": 522658, + "TP": 0, + "n_pred": 3038, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1047, + "IoU": 0.0, + "TN": 524649, + "TP": 0, + "n_pred": 1047, + "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": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.02127659574468085, + "FN": 30, + "FP": 62, + "IoU": 0.010752688172043012, + "TN": 525603, + "TP": 1, + "n_pred": 63, + "n_ref": 31 + }, + "3": { + "Dice": 0.929510155316607, + "FN": 534, + "FP": 115, + "IoU": 0.8683035714285714, + "TN": 520768, + "TP": 4279, + "n_pred": 4394, + "n_ref": 4813 + }, + "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": 0.9768023525770004, + "FN": 6952, + "FP": 542, + "IoU": 0.9546565661455055, + "TN": 360424, + "TP": 157778, + "n_pred": 158320, + "n_ref": 164730 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 865, + "IoU": 0.0, + "TN": 524831, + "TP": 0, + "n_pred": 865, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 523, + "IoU": 0.0, + "TN": 174709, + "TP": 0, + "n_pred": 523, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3748207171314741, + "FN": 2188, + "FP": 17427, + "IoU": 0.23063345754069425, + "TN": 149737, + "TP": 5880, + "n_pred": 23307, + "n_ref": 8068 + }, + "7": { + "Dice": 0.6914285714285714, + "FN": 9, + "FP": 1611, + "IoU": 0.5283842794759825, + "TN": 171797, + "TP": 1815, + "n_pred": 3426, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6030183727034121, + "FN": 1196, + "FP": 14, + "IoU": 0.4316580554250822, + "TN": 523567, + "TP": 919, + "n_pred": 933, + "n_ref": 2115 + }, + "10": { + "Dice": 0.6199692780337942, + "FN": 713, + "FP": 524, + "IoU": 0.44924309884238645, + "TN": 523450, + "TP": 1009, + "n_pred": 1533, + "n_ref": 1722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 300, + "IoU": 0.0, + "TN": 525396, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "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": 1045, + "IoU": 0.0, + "TN": 524651, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.878108750856544, + "FN": 1594, + "FP": 4454, + "IoU": 0.782703984478856, + "TN": 497863, + "TP": 21785, + "n_pred": 26239, + "n_ref": 23379 + }, + "7": { + "Dice": 0.9700401760091831, + "FN": 1636, + "FP": 6977, + "IoU": 0.9418233152537335, + "TN": 377647, + "TP": 139436, + "n_pred": 146413, + "n_ref": 141072 + }, + "8": { + "Dice": 0.6007666047793017, + "FN": 414, + "FP": 12918, + "IoU": 0.4293541069212002, + "TN": 502333, + "TP": 10031, + "n_pred": 22949, + "n_ref": 10445 + }, + "9": { + "Dice": 0.0, + "FN": 173, + "FP": 226, + "IoU": 0.0, + "TN": 525297, + "TP": 0, + "n_pred": 226, + "n_ref": 173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366666666666666, + "FN": 293, + "FP": 5787, + "IoU": 0.8808777429467085, + "TN": 124192, + "TP": 44960, + "n_pred": 50747, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8727272727272727, + "FN": 70, + "FP": 7, + "IoU": 0.7741935483870968, + "TN": 174891, + "TP": 264, + "n_pred": 271, + "n_ref": 334 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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": 25087, + "IoU": 0.0, + "TN": 325377, + "TP": 0, + "n_pred": 25087, + "n_ref": 0 + }, + "3": { + "Dice": 0.6138086653374563, + "FN": 29478, + "FP": 2869, + "IoU": 0.4428022668940451, + "TN": 292411, + "TP": 25706, + "n_pred": 28575, + "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": 0.9873663751214772, + "FN": 181, + "FP": 4109, + "IoU": 0.9750479846449136, + "TN": 178534, + "TP": 167640, + "n_pred": 171749, + "n_ref": 167821 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 350299, + "TP": 0, + "n_pred": 165, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 700914, + "TP": 0, + "n_pred": 14, + "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": 0.672244094488189, + "FN": 633, + "FP": 33, + "IoU": 0.5063009636767977, + "TN": 699579, + "TP": 683, + "n_pred": 716, + "n_ref": 1316 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 84138, + "IoU": 0.0, + "TN": 616790, + "TP": 0, + "n_pred": 84138, + "n_ref": 0 + }, + "15": { + "Dice": 0.0014040760753946304, + "FN": 0, + "FP": 46940, + "IoU": 0.0007025312413514146, + "TN": 653955, + "TP": 33, + "n_pred": 46973, + "n_ref": 33 + }, + "2": { + "Dice": 0.7340333149127655, + "FN": 6417, + "FP": 321, + "IoU": 0.5798204040907957, + "TN": 684892, + "TP": 9298, + "n_pred": 9619, + "n_ref": 15715 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6726, + "IoU": 0.0, + "TN": 694202, + "TP": 0, + "n_pred": 6726, + "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": 0.36780619269414416, + "FN": 4766, + "FP": 211046, + "IoU": 0.22534468091216156, + "TN": 422337, + "TP": 62779, + "n_pred": 273825, + "n_ref": 67545 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1026, + "IoU": 0.0, + "TN": 699902, + "TP": 0, + "n_pred": 1026, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7240366752561874, + "FN": 2106, + "FP": 2499, + "IoU": 0.5674431711440917, + "TN": 690282, + "TP": 6041, + "n_pred": 8540, + "n_ref": 8147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 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": 371, + "IoU": 0.0, + "TN": 350093, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "14": { + "Dice": 0.8806688492089371, + "FN": 6112, + "FP": 3037, + "IoU": 0.7867813279265422, + "TN": 307555, + "TP": 33760, + "n_pred": 36797, + "n_ref": 39872 + }, + "15": { + "Dice": 0.6828594522145714, + "FN": 13347, + "FP": 17650, + "IoU": 0.5184408401690281, + "TN": 286096, + "TP": 33371, + "n_pred": 51021, + "n_ref": 46718 + }, + "2": { + "Dice": 0.8179441662471628, + "FN": 6295, + "FP": 34933, + "IoU": 0.6919674544055349, + "TN": 216621, + "TP": 92615, + "n_pred": 127548, + "n_ref": 98910 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 350359, + "TP": 0, + "n_pred": 105, + "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": 0.8452215142984146, + "FN": 4665, + "FP": 558, + "IoU": 0.73193389447752, + "TN": 330980, + "TP": 14261, + "n_pred": 14819, + "n_ref": 18926 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3828061189174223, + "FN": 5539, + "FP": 39044, + "IoU": 0.2367100960468421, + "TN": 116823, + "TP": 13826, + "n_pred": 52870, + "n_ref": 19365 + }, + "7": { + "Dice": 0.539746158984636, + "FN": 980, + "FP": 1776, + "IoU": 0.3696248856358646, + "TN": 170860, + "TP": 1616, + "n_pred": 3392, + "n_ref": 2596 + }, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.0, + "FN": 5357, + "FP": 0, + "IoU": 0.0, + "TN": 169875, + "TP": 0, + "n_pred": 0, + "n_ref": 5357 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9570550898142633, + "FN": 6649, + "FP": 1788, + "IoU": 0.9176468291540181, + "TN": 72783, + "TP": 94012, + "n_pred": 95800, + "n_ref": 100661 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8477108107498251, + "FN": 1856, + "FP": 4893, + "IoU": 0.7356754004621471, + "TN": 149699, + "TP": 18784, + "n_pred": 23677, + "n_ref": 20640 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.3939227492120639, + "FN": 1945.3633333333332, + "FP": 1893.3133333333333, + "IoU": 0.33698832387602723, + "TN": 305980.75, + "TP": 5598.173333333334, + "n_pred": 7491.486666666666, + "n_ref": 7543.536666666666 + }, + "mean": { + "1": { + "Dice": 0.505514834492353, + "FN": 1225.1, + "FP": 663.65, + "IoU": 0.46943821493698235, + "TN": 307116.45, + "TP": 6412.4, + "n_pred": 7076.05, + "n_ref": 7637.5 + }, + "10": { + "Dice": 0.11549889971793881, + "FN": 476.05, + "FP": 376.55, + "IoU": 0.06910240770613066, + "TN": 314455.65, + "TP": 109.35, + "n_pred": 485.9, + "n_ref": 585.4 + }, + "11": { + "Dice": 0.0, + "FN": 34.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 315383.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 34.0 + }, + "12": { + "Dice": 0.0, + "FN": 1.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 315415.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1.7 + }, + "13": { + "Dice": 0.23383994365403796, + "FN": 919.6, + "FP": 457.0, + "IoU": 0.1631865154412942, + "TN": 313255.7, + "TP": 785.3, + "n_pred": 1242.3, + "n_ref": 1704.9 + }, + "14": { + "Dice": 0.27887237016464267, + "FN": 4.3, + "FP": 2063.8, + "IoU": 0.2397081585779908, + "TN": 311429.15, + "TP": 1920.35, + "n_pred": 3984.15, + "n_ref": 1924.65 + }, + "15": { + "Dice": 0.7386004781158693, + "FN": 180.9, + "FP": 261.95, + "IoU": 0.5855404773046327, + "TN": 314349.1, + "TP": 625.65, + "n_pred": 887.6, + "n_ref": 806.55 + }, + "2": { + "Dice": 0.7018941502191838, + "FN": 2978.4, + "FP": 590.85, + "IoU": 0.6300875752319228, + "TN": 304621.1, + "TP": 7227.25, + "n_pred": 7818.1, + "n_ref": 10205.65 + }, + "3": { + "Dice": 0.3176201896926471, + "FN": 64.55, + "FP": 489.85, + "IoU": 0.3033442122713697, + "TN": 311605.65, + "TP": 3257.55, + "n_pred": 3747.4, + "n_ref": 3322.1 + }, + "4": { + "Dice": 0.0, + "FN": 1327.6, + "FP": 0.8, + "IoU": 0.0, + "TN": 314089.2, + "TP": 0.0, + "n_pred": 0.8, + "n_ref": 1327.6 + }, + "5": { + "Dice": 0.5513449398898316, + "FN": 239.95, + "FP": 143.3, + "IoU": 0.41185502798711393, + "TN": 314732.45, + "TP": 301.9, + "n_pred": 445.2, + "n_ref": 541.85 + }, + "6": { + "Dice": 0.6279706969863919, + "FN": 5307.1, + "FP": 20536.0, + "IoU": 0.5662359687802441, + "TN": 250915.15, + "TP": 38659.35, + "n_pred": 59195.35, + "n_ref": 43966.45 + }, + "7": { + "Dice": 0.3829723145602356, + "FN": 14029.05, + "FP": 1783.4, + "IoU": 0.31112601855439725, + "TN": 281884.8, + "TP": 17720.35, + "n_pred": 19503.75, + "n_ref": 31749.4 + }, + "8": { + "Dice": 0.9256565902248063, + "FN": 405.1, + "FP": 204.05, + "IoU": 0.8626097466527824, + "TN": 310358.25, + "TP": 4450.2, + "n_pred": 4654.25, + "n_ref": 4855.3 + }, + "9": { + "Dice": 0.52905583046302, + "FN": 1987.05, + "FP": 828.5, + "IoU": 0.4425905346955476, + "TN": 310099.1, + "TP": 2502.95, + "n_pred": 3331.45, + "n_ref": 4490.0 + } + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6263941572779256, + "FN": 19753, + "FP": 44, + "IoU": 0.45602176242684034, + "TN": 839767, + "TP": 16596, + "n_pred": 16640, + "n_ref": 36349 + }, + "10": { + "Dice": 0.0, + "FN": 3832, + "FP": 958, + "IoU": 0.0, + "TN": 871370, + "TP": 0, + "n_pred": 958, + "n_ref": 3832 + }, + "11": { + "Dice": 0.0, + "FN": 680, + "FP": 0, + "IoU": 0.0, + "TN": 875480, + "TP": 0, + "n_pred": 0, + "n_ref": 680 + }, + "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": 2035, + "IoU": 0.0, + "TN": 874125, + "TP": 0, + "n_pred": 2035, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10653, + "IoU": 0.0, + "TN": 865507, + "TP": 0, + "n_pred": 10653, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9117451891174518, + "FN": 69, + "FP": 64, + "IoU": 0.8378048780487805, + "TN": 875340, + "TP": 687, + "n_pred": 751, + "n_ref": 756 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2074, + "FP": 0, + "IoU": 0.0, + "TN": 874086, + "TP": 0, + "n_pred": 0, + "n_ref": 2074 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7946719822260981, + "FN": 67576, + "FP": 31311, + "IoU": 0.6592993529626593, + "TN": 585914, + "TP": 191359, + "n_pred": 222670, + "n_ref": 258935 + }, + "7": { + "Dice": 0.5666575417465097, + "FN": 1073, + "FP": 13174, + "IoU": 0.39533995416348355, + "TN": 852598, + "TP": 9315, + "n_pred": 22489, + "n_ref": 10388 + }, + "8": { + "Dice": 0.9137353433835846, + "FN": 98, + "FP": 108, + "IoU": 0.8411719352351581, + "TN": 874863, + "TP": 1091, + "n_pred": 1199, + "n_ref": 1189 + }, + "9": { + "Dice": 0.16463746286766245, + "FN": 30664, + "FP": 9268, + "IoU": 0.08970296578293478, + "TN": 832293, + "TP": 3935, + "n_pred": 13203, + "n_ref": 34599 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.8366171104939281, + "FN": 86, + "FP": 14915, + "IoU": 0.7191244757339724, + "TN": 121824, + "TP": 38407, + "n_pred": 53322, + "n_ref": 38493 + }, + "15": { + "Dice": 0.7386004781158693, + "FN": 3618, + "FP": 5239, + "IoU": 0.5855404773046327, + "TN": 153862, + "TP": 12513, + "n_pred": 17752, + "n_ref": 16131 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 230, + "IoU": 0.0, + "TN": 175002, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973991559524978, + "FN": 2855, + "FP": 855, + "IoU": 0.949301702697532, + "TN": 277286, + "TP": 69468, + "n_pred": 70323, + "n_ref": 72323 + }, + "10": { + "Dice": 0.29319558247239047, + "FN": 3597, + "FP": 371, + "IoU": 0.1717804216238781, + "TN": 345673, + "TP": 823, + "n_pred": 1194, + "n_ref": 4420 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9466441461463241, + "FN": 355, + "FP": 2646, + "IoU": 0.8986935826891267, + "TN": 320841, + "TP": 26622, + "n_pred": 29268, + "n_ref": 26977 + }, + "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": 0.9002473206924979, + "FN": 110, + "FP": 11, + "IoU": 0.8185907046476761, + "TN": 349797, + "TP": 546, + "n_pred": 557, + "n_ref": 656 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.38821362799263354, + "FN": 1428, + "FP": 1894, + "IoU": 0.24085923217550273, + "TN": 521320, + "TP": 1054, + "n_pred": 2948, + "n_ref": 2482 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "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": 0.9699892189194468, + "FN": 16357, + "FP": 2544, + "IoU": 0.9417272486234176, + "TN": 201342, + "TP": 305453, + "n_pred": 307997, + "n_ref": 321810 + }, + "7": { + "Dice": 0.7931417812540685, + "FN": 19945, + "FP": 710, + "IoU": 0.6571954923406303, + "TN": 465443, + "TP": 39598, + "n_pred": 40308, + "n_ref": 59543 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.12118126272912423, + "FN": 53, + "FP": 1673, + "IoU": 0.06449864498644986, + "TN": 523851, + "TP": 119, + "n_pred": 1792, + "n_ref": 172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 266, + "IoU": 0.0, + "TN": 525430, + "TP": 0, + "n_pred": 266, + "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": 0.38459192681165233, + "FN": 3675, + "FP": 149697, + "IoU": 0.2380772593593514, + "TN": 324400, + "TP": 47924, + "n_pred": 197621, + "n_ref": 51599 + }, + "7": { + "Dice": 0.5324985041698923, + "FN": 163990, + "FP": 873, + "IoU": 0.36286062105080097, + "TN": 266941, + "TP": 93892, + "n_pred": 94765, + "n_ref": 257882 + }, + "8": { + "Dice": 0.9381321520856405, + "FN": 1311, + "FP": 365, + "IoU": 0.8834735451574776, + "TN": 511313, + "TP": 12707, + "n_pred": 13072, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8905754918576376, + "FN": 1474, + "FP": 11, + "IoU": 0.8027364505844846, + "TN": 518168, + "TP": 6043, + "n_pred": 6054, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.35239852398523985, + "FN": 386, + "FP": 316, + "IoU": 0.21388577827547592, + "TN": 174339, + "TP": 191, + "n_pred": 507, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.624708433932152, + "FN": 7356, + "FP": 1815, + "IoU": 0.4542370864079981, + "TN": 158428, + "TP": 7633, + "n_pred": 9448, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9011584774296638, + "FN": 2614, + "FP": 850, + "IoU": 0.8200986756686575, + "TN": 155977, + "TP": 15791, + "n_pred": 16641, + "n_ref": 18405 + }, + "9": { + "Dice": 0.39259814953738437, + "FN": 1596, + "FP": 833, + "IoU": 0.24424393279402615, + "TN": 172018, + "TP": 785, + "n_pred": 1618, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562356694247832, + "FN": 150, + "FP": 289, + "IoU": 0.9161413562559695, + "TN": 520461, + "TP": 4796, + "n_pred": 5085, + "n_ref": 4946 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 97, + "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": 0.9590769920095586, + "FN": 936, + "FP": 2352, + "IoU": 0.9213716909390918, + "TN": 483879, + "TP": 38529, + "n_pred": 40881, + "n_ref": 39465 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7669172932330827, + "FN": 767, + "FP": 2178, + "IoU": 0.6219512195121951, + "TN": 517906, + "TP": 4845, + "n_pred": 7023, + "n_ref": 5612 + }, + "6": { + "Dice": 0.7764579338727026, + "FN": 605, + "FP": 8955, + "IoU": 0.6345984787677255, + "TN": 499533, + "TP": 16603, + "n_pred": 25558, + "n_ref": 17208 + }, + "7": { + "Dice": 0.9596620892630404, + "FN": 10739, + "FP": 253, + "IoU": 0.9224522910861054, + "TN": 383951, + "TP": 130753, + "n_pred": 131006, + "n_ref": 141492 + }, + "8": { + "Dice": 0.9683117276931241, + "FN": 1940, + "FP": 568, + "IoU": 0.9385700639282828, + "TN": 484869, + "TP": 38319, + "n_pred": 38887, + "n_ref": 40259 + }, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11284, + "IoU": 0.0, + "TN": 514412, + "TP": 0, + "n_pred": 11284, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1904, + "IoU": 0.0, + "TN": 523792, + "TP": 0, + "n_pred": 1904, + "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": 15708, + "IoU": 0.0, + "TN": 509988, + "TP": 0, + "n_pred": 15708, + "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": 489, + "FP": 8862, + "IoU": 0.0, + "TN": 516345, + "TP": 0, + "n_pred": 8862, + "n_ref": 489 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2166, + "IoU": 0.0, + "TN": 523530, + "TP": 0, + "n_pred": 2166, + "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": 142481, + "IoU": 0.0, + "TN": 383215, + "TP": 0, + "n_pred": 142481, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7604, + "IoU": 0.0, + "TN": 518092, + "TP": 0, + "n_pred": 7604, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_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": 0.7870805895264973, + "FN": 612, + "FP": 67, + "IoU": 0.6489141675284384, + "TN": 173298, + "TP": 1255, + "n_pred": 1322, + "n_ref": 1867 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 225, + "IoU": 0.0, + "TN": 174863, + "TP": 0, + "n_pred": 225, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 841, + "IoU": 0.0, + "TN": 174391, + "TP": 0, + "n_pred": 841, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3357725865465804, + "FN": 4032, + "FP": 688, + "IoU": 0.2017588364620328, + "TN": 169319, + "TP": 1193, + "n_pred": 1881, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8827123923015725, + "FN": 2574, + "FP": 4355, + "IoU": 0.790049389449444, + "TN": 142229, + "TP": 26074, + "n_pred": 30429, + "n_ref": 28648 + }, + "7": { + "Dice": 0.5627360469995804, + "FN": 1671, + "FP": 413, + "IoU": 0.39153284671532845, + "TN": 171807, + "TP": 1341, + "n_pred": 1754, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9069452505320178, + "FN": 2139, + "FP": 2190, + "IoU": 0.8297345132743363, + "TN": 149807, + "TP": 21096, + "n_pred": 23286, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8606001731674867, + "FN": 2457, + "FP": 4144, + "IoU": 0.7553100789561479, + "TN": 148255, + "TP": 20376, + "n_pred": 24520, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 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": 6625, + "FP": 0, + "IoU": 0.0, + "TN": 343839, + "TP": 0, + "n_pred": 0, + "n_ref": 6625 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9279620347659167, + "FN": 2288, + "FP": 414, + "IoU": 0.8656055707535439, + "TN": 330359, + "TP": 17403, + "n_pred": 17817, + "n_ref": 19691 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 349720, + "TP": 0, + "n_pred": 744, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9819824552187845, + "FN": 713, + "FP": 659, + "IoU": 0.9646026831785346, + "TN": 311704, + "TP": 37388, + "n_pred": 38047, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.959085952091455, + "FN": 6518, + "FP": 10, + "IoU": 0.9213882299105262, + "TN": 267423, + "TP": 76513, + "n_pred": 76523, + "n_ref": 83031 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 350372, + "TP": 0, + "n_pred": 92, + "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_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.897585844954266, + "FN": 574, + "FP": 109, + "IoU": 0.8142002176278563, + "TN": 171556, + "TP": 2993, + "n_pred": 3102, + "n_ref": 3567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 174880, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593531468531469, + "FN": 113, + "FP": 259, + "IoU": 0.9218815623687526, + "TN": 170470, + "TP": 4390, + "n_pred": 4649, + "n_ref": 4503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 81, + "FP": 60, + "IoU": 0.0, + "TN": 175091, + "TP": 0, + "n_pred": 60, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4125440451021846, + "FN": 7495, + "FP": 841, + "IoU": 0.25987747491787266, + "TN": 163969, + "TP": 2927, + "n_pred": 3768, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17853, + "FP": 0, + "IoU": 0.0, + "TN": 157379, + "TP": 0, + "n_pred": 0, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9316656147799645, + "FN": 4480, + "FP": 284, + "IoU": 0.8720730397422127, + "TN": 137992, + "TP": 32476, + "n_pred": 32760, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 197, + "IoU": 0.0, + "TN": 172004, + "TP": 0, + "n_pred": 197, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7632095135704412, + "FN": 53746, + "FP": 215, + "IoU": 0.6170887647864437, + "TN": 34309, + "TP": 86962, + "n_pred": 87177, + "n_ref": 140708 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2246, + "IoU": 0.0, + "TN": 172986, + "TP": 0, + "n_pred": 2246, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0425531914893617, + "FN": 135, + "FP": 0, + "IoU": 0.021739130434782608, + "TN": 175094, + "TP": 3, + "n_pred": 3, + "n_ref": 138 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11215, + "IoU": 0.0, + "TN": 164017, + "TP": 0, + "n_pred": 11215, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.01952855311174672, + "FN": 12, + "FP": 69575, + "IoU": 0.009860557768924303, + "TN": 104952, + "TP": 693, + "n_pred": 70268, + "n_ref": 705 + }, + "7": { + "Dice": 0.6636968051574728, + "FN": 80022, + "FP": 0, + "IoU": 0.49666633120313997, + "TN": 16248, + "TP": 78962, + "n_pred": 78962, + "n_ref": 158984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/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": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "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": 0.5996271265439291, + "FN": 3541, + "FP": 3331, + "IoU": 0.42819104676318853, + "TN": 338446, + "TP": 5146, + "n_pred": 8477, + "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": 0.9369302034537601, + "FN": 4690, + "FP": 2567, + "IoU": 0.8813440156965336, + "TN": 289304, + "TP": 53903, + "n_pred": 56470, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9839079180463193, + "FN": 1197, + "FP": 538, + "IoU": 0.9683255440338835, + "TN": 295688, + "TP": 53041, + "n_pred": 53579, + "n_ref": 54238 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 382, + "IoU": 0.0, + "TN": 350082, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8659237053479485, + "FN": 3550, + "FP": 2309, + "IoU": 0.7635497800556923, + "TN": 325685, + "TP": 18920, + "n_pred": 21229, + "n_ref": 22470 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964339/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset575_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe33_sharp_sigmoid__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.3289565889521896, + "FN": 2303.521555555556, + "FP": 2736.4880634920637, + "IoU": 0.27007010004854415, + "TN": 325798.60396825394, + "TP": 5940.601650793649, + "n_pred": 8677.089714285712, + "n_ref": 8244.123206349206 + }, + "mean": { + "1": { + "Dice": 0.4035339840155111, + "FN": 2439.6580952380955, + "FP": 773.4442857142857, + "IoU": 0.358775721698926, + "TN": 326406.58523809526, + "TP": 7159.52761904762, + "n_pred": 7932.9719047619055, + "n_ref": 9599.185714285715 + }, + "10": { + "Dice": 0.29065522031265784, + "FN": 2062.41, + "FP": 909.0528571428573, + "IoU": 0.21209308105613517, + "TN": 331589.23476190475, + "TP": 2218.517619047619, + "n_pred": 3127.5704761904763, + "n_ref": 4280.927619047619 + }, + "11": { + "Dice": 0.0, + "FN": 167.45714285714286, + "FP": 52.46666666666666, + "IoU": 0.0, + "TN": 336559.29142857145, + "TP": 0.0, + "n_pred": 52.46666666666666, + "n_ref": 167.45714285714286 + }, + "12": { + "Dice": 0.0, + "FN": 66.92095238095237, + "FP": 0.0, + "IoU": 0.0, + "TN": 336712.2942857143, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 66.92095238095237 + }, + "13": { + "Dice": 0.21549010736699953, + "FN": 2544.7771428571427, + "FP": 1182.4095238095238, + "IoU": 0.1464480294003927, + "TN": 331665.1876190476, + "TP": 1386.8409523809526, + "n_pred": 2569.250476190476, + "n_ref": 3931.618095238095 + }, + "14": { + "Dice": 0.2837824365162519, + "FN": 4368.040952380952, + "FP": 3400.998095238095, + "IoU": 0.22496095598521398, + "TN": 325967.9157142857, + "TP": 3042.2604761904763, + "n_pred": 6443.2585714285715, + "n_ref": 7410.301428571429 + }, + "15": { + "Dice": 0.36393857568007865, + "FN": 1319.8561904761905, + "FP": 1547.9233333333334, + "IoU": 0.2779393798801902, + "TN": 331121.2771428571, + "TP": 2790.1585714285716, + "n_pred": 4338.081904761905, + "n_ref": 4110.014761904762 + }, + "2": { + "Dice": 0.39176768232492115, + "FN": 1804.5371428571427, + "FP": 2499.3890476190472, + "IoU": 0.3401772113920528, + "TN": 327049.3628571428, + "TP": 5425.926190476191, + "n_pred": 7925.315238095238, + "n_ref": 7230.463333333333 + }, + "3": { + "Dice": 0.3964692138896836, + "FN": 1401.2623809523811, + "FP": 969.0747619047621, + "IoU": 0.35811796516642164, + "TN": 328156.05380952376, + "TP": 6252.824285714285, + "n_pred": 7221.899047619047, + "n_ref": 7654.086666666667 + }, + "4": { + "Dice": 0.08638238793043047, + "FN": 868.7580952380952, + "FP": 450.96000000000004, + "IoU": 0.059733722272466414, + "TN": 335372.4971428571, + "TP": 87.0, + "n_pred": 537.96, + "n_ref": 955.7580952380952 + }, + "5": { + "Dice": 0.37906411728998374, + "FN": 601.3899999999999, + "FP": 160.0885714285714, + "IoU": 0.2782145310064982, + "TN": 335552.2995238095, + "TP": 465.4371428571429, + "n_pred": 625.5257142857143, + "n_ref": 1066.827142857143 + }, + "6": { + "Dice": 0.6594835807347452, + "FN": 6296.734285714285, + "FP": 17913.885714285716, + "IoU": 0.5867443542485222, + "TN": 273536.08714285714, + "TP": 39032.508095238096, + "n_pred": 56946.393809523805, + "n_ref": 45329.24238095238 + }, + "7": { + "Dice": 0.32548758811346284, + "FN": 8239.057619047619, + "FP": 8816.365714285716, + "IoU": 0.2585835647389286, + "TN": 305677.02666666673, + "TP": 14046.765238095239, + "n_pred": 22863.130952380954, + "n_ref": 22285.822857142855 + }, + "8": { + "Dice": 0.6243721034984107, + "FN": 1038.8009523809526, + "FP": 1179.0766666666668, + "IoU": 0.544877099526861, + "TN": 329878.5928571428, + "TP": 4682.744761904762, + "n_pred": 5861.821428571428, + "n_ref": 5721.545714285714 + }, + "9": { + "Dice": 0.5139218366097069, + "FN": 1333.162380952381, + "FP": 1192.185714285714, + "IoU": 0.4043858843555532, + "TN": 331735.35333333333, + "TP": 2518.5138095238094, + "n_pred": 3710.6995238095237, + "n_ref": 3851.6761904761906 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_001/summary.json b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8ff99c073f9526640b05628fd72b19c8263ea26 --- /dev/null +++ b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.20923694551595207, + "FN": 123755.56933333333, + "FP": 45178.568, + "IoU": 0.1384820936984373, + "TN": 96225191.74133334, + "TP": 62834.96133333333, + "n_pred": 108013.52933333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.335676113728535, + "FN": 131164.78, + "FP": 98463.44, + "IoU": 0.21731329267831406, + "TN": 96164209.26, + "TP": 63123.36, + "n_pred": 161586.8, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.12394449781640063, + "FN": 67764.82, + "FP": 8525.5, + "IoU": 0.07061656234152139, + "TN": 96374212.78, + "TP": 6457.74, + "n_pred": 14983.24, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.018668846625560186, + "FN": 3667.94, + "FP": 79.2, + "IoU": 0.00993654845703665, + "TN": 96453181.26, + "TP": 32.44, + "n_pred": 111.64, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.011082194650793378, + "FN": 4211.44, + "FP": 71.6, + "IoU": 0.005940793914454005, + "TN": 96452652.58, + "TP": 25.22, + "n_pred": 96.82, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.007738516385772156, + "FN": 57539.34, + "FP": 6911.06, + "IoU": 0.004016974450526934, + "TN": 96392191.64, + "TP": 318.8, + "n_pred": 7229.86, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.42092277801837724, + "FN": 98187.76, + "FP": 17907.28, + "IoU": 0.3002954105583197, + "TN": 96300695.42, + "TP": 40170.38, + "n_pred": 58077.66, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.21201875177650908, + "FN": 42237.24, + "FP": 12244.52, + "IoU": 0.13984161074949936, + "TN": 96390669.28, + "TP": 11809.8, + "n_pred": 24054.32, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.15152423195045592, + "FN": 141393.42, + "FP": 16614.16, + "IoU": 0.08621056111955516, + "TN": 96283504.98, + "TP": 15448.28, + "n_pred": 32062.44, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.25934430296507527, + "FN": 114676.68, + "FP": 99022.18, + "IoU": 0.16709030687389645, + "TN": 96194536.08, + "TP": 48725.9, + "n_pred": 147748.08, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3150719080686582, + "FN": 14850.92, + "FP": 25926.26, + "IoU": 0.2147436824153592, + "TN": 96404457.08, + "TP": 11726.58, + "n_pred": 37652.84, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.06641085132847754, + "FN": 16577.98, + "FP": 343.62, + "IoU": 0.038852056381986175, + "TN": 96439465.06, + "TP": 574.18, + "n_pred": 917.8, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.5698172878099282, + "FN": 691720.44, + "FP": 301251.58, + "IoU": 0.4073112656874395, + "TN": 94796485.64, + "TP": 667503.18, + "n_pred": 968754.76, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.10219908071476916, + "FN": 322111.18, + "FP": 34062.88, + "IoU": 0.055571741206862084, + "TN": 96083973.3, + "TP": 16813.48, + "n_pred": 50876.36, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.48635691641142675, + "FN": 74911.08, + "FP": 54685.6, + "IoU": 0.326845636818522, + "TN": 96269906.06, + "TP": 57458.1, + "n_pred": 112143.7, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.05777790448854264, + "FN": 75318.52, + "FP": 1569.64, + "IoU": 0.03264496182326701, + "TN": 96377735.7, + "TP": 2336.98, + "n_pred": 3906.62, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3663914257944187, + "FN": 50847, + "FP": 93873, + "IoU": 0.2242834860074077, + "TN": 119406757, + "TP": 41843, + "n_pred": 135716, + "n_ref": 92690 + }, + "10": { + "Dice": 0.10032264803509668, + "FN": 71013, + "FP": 6505, + "IoU": 0.052810361681329424, + "TN": 119511480, + "TP": 4322, + "n_pred": 10827, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0, + "FN": 52757, + "FP": 16734, + "IoU": 0.0, + "TN": 119523829, + "TP": 0, + "n_pred": 16734, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2646370826673618, + "FN": 208907, + "FP": 5491, + "IoU": 0.15249667952691165, + "TN": 119340344, + "TP": 38578, + "n_pred": 44069, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0028881014317609227, + "FN": 32722, + "FP": 64638, + "IoU": 0.0014461390139588312, + "TN": 119495819, + "TP": 141, + "n_pred": 64779, + "n_ref": 32863 + }, + "2": { + "Dice": 0.1485487539556962, + "FN": 128781, + "FP": 8977, + "IoU": 0.08023368385912201, + "TN": 119443545, + "TP": 12017, + "n_pred": 20994, + "n_ref": 140798 + }, + "3": { + "Dice": 0.415935295129926, + "FN": 88200, + "FP": 142592, + "IoU": 0.2625746876697447, + "TN": 119280350, + "TP": 82178, + "n_pred": 224770, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5267694730269052, + "FN": 38899, + "FP": 30823, + "IoU": 0.357560791323818, + "TN": 119484793, + "TP": 38805, + "n_pred": 69628, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 683, + "IoU": 0.0, + "TN": 119528373, + "TP": 0, + "n_pred": 683, + "n_ref": 64264 + }, + "6": { + "Dice": 0.6154988847113365, + "FN": 520237, + "FP": 306485, + "IoU": 0.4445636611733658, + "TN": 118104901, + "TP": 661697, + "n_pred": 968182, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 98824, + "IoU": 0.0, + "TN": 119494496, + "TP": 0, + "n_pred": 98824, + "n_ref": 0 + }, + "8": { + "Dice": 0.4362923496939156, + "FN": 195813, + "FP": 38540, + "IoU": 0.27901145691044904, + "TN": 119268276, + "TP": 90691, + "n_pred": 129231, + "n_ref": 286504 + }, + "9": { + "Dice": 0.0, + "FN": 76534, + "FP": 0, + "IoU": 0.0, + "TN": 119516786, + "TP": 0, + "n_pred": 0, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.568729850863628, + "FN": 101768, + "FP": 29866, + "IoU": 0.3973602406273892, + "TN": 72607231, + "TP": 86795, + "n_pred": 116661, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3833997285820602, + "FN": 50935, + "FP": 5405, + "IoU": 0.23716421143847488, + "TN": 72751804, + "TP": 17516, + "n_pred": 22921, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0010463081557916764, + "FN": 50154, + "FP": 5221, + "IoU": 0.0005234279113421413, + "TN": 72770256, + "TP": 29, + "n_pred": 5250, + "n_ref": 50183 + }, + "14": { + "Dice": 0.5626322132605159, + "FN": 43509, + "FP": 8386, + "IoU": 0.39143232403780753, + "TN": 72740386, + "TP": 33379, + "n_pred": 41765, + "n_ref": 76888 + }, + "15": { + "Dice": 0.0001302055076929754, + "FN": 42478, + "FP": 3597, + "IoU": 6.510699249099353e-05, + "TN": 72779582, + "TP": 3, + "n_pred": 3600, + "n_ref": 42481 + }, + "2": { + "Dice": 0.11767878122532309, + "FN": 126678, + "FP": 10755, + "IoU": 0.06251790611058813, + "TN": 72679062, + "TP": 9165, + "n_pred": 19920, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5550424799698876, + "FN": 44570, + "FP": 87828, + "IoU": 0.38412373531806027, + "TN": 72610685, + "TP": 82577, + "n_pred": 170405, + "n_ref": 127147 + }, + "4": { + "Dice": 0.05107584149978696, + "FN": 26051, + "FP": 9583, + "IoU": 0.026207198097996886, + "TN": 72789067, + "TP": 959, + "n_pred": 10542, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 35, + "IoU": 0.0, + "TN": 72816986, + "TP": 0, + "n_pred": 35, + "n_ref": 8639 + }, + "6": { + "Dice": 0.5998316561765852, + "FN": 563216, + "FP": 296815, + "IoU": 0.4283996698130137, + "TN": 71321058, + "TP": 644571, + "n_pred": 941386, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.1584688995215311, + "FN": 216525, + "FP": 20913, + "IoU": 0.08605279567657452, + "TN": 72565866, + "TP": 22356, + "n_pred": 43269, + "n_ref": 238881 + }, + "8": { + "Dice": 0.683656186732419, + "FN": 14802, + "FP": 25355, + "IoU": 0.5193598965876313, + "TN": 72742111, + "TP": 43392, + "n_pred": 68747, + "n_ref": 58194 + }, + "9": { + "Dice": 0.05005783476484631, + "FN": 75951, + "FP": 1247, + "IoU": 0.025671445880452344, + "TN": 72746428, + "TP": 2034, + "n_pred": 3281, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15223099344957278, + "FN": 224240, + "FP": 174509, + "IoU": 0.08238637671154067, + "TN": 71374938, + "TP": 35801, + "n_pred": 210310, + "n_ref": 260041 + }, + "10": { + "Dice": 0.08162353740836044, + "FN": 89515, + "FP": 5064, + "IoU": 0.042548237533153815, + "TN": 71710706, + "TP": 4203, + "n_pred": 9267, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.017832205392630786, + "FN": 63320, + "FP": 681, + "IoU": 0.008996314762627357, + "TN": 71744906, + "TP": 581, + "n_pred": 1262, + "n_ref": 63901 + }, + "14": { + "Dice": 0.2556155430014245, + "FN": 445636, + "FP": 123, + "IoU": 0.14653624203992388, + "TN": 71287194, + "TP": 76535, + "n_pred": 76658, + "n_ref": 522171 + }, + "15": { + "Dice": 0.3046635944700461, + "FN": 147607, + "FP": 3281, + "IoU": 0.1797068673074414, + "TN": 71625544, + "TP": 33056, + "n_pred": 36337, + "n_ref": 180663 + }, + "2": { + "Dice": 0.044594849112659714, + "FN": 143204, + "FP": 14049, + "IoU": 0.022805938243756332, + "TN": 71648565, + "TP": 3670, + "n_pred": 17719, + "n_ref": 146874 + }, + "3": { + "Dice": 0.49684697553531737, + "FN": 78039, + "FP": 138588, + "IoU": 0.3305365238594116, + "TN": 71485905, + "TP": 106956, + "n_pred": 245544, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4416302002460223, + "FN": 3025, + "FP": 24664, + "IoU": 0.28339242734025205, + "TN": 71770849, + "TP": 10950, + "n_pred": 35614, + "n_ref": 13975 + }, + "5": { + "Dice": 0.10042989115521815, + "FN": 9794, + "FP": 41, + "IoU": 0.05286979969183359, + "TN": 71799104, + "TP": 549, + "n_pred": 590, + "n_ref": 10343 + }, + "6": { + "Dice": 0.6151061265380378, + "FN": 570965, + "FP": 276569, + "IoU": 0.4441539805504327, + "TN": 70284724, + "TP": 677230, + "n_pred": 953799, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.08563366726453475, + "FN": 223395, + "FP": 27423, + "IoU": 0.04473212143371305, + "TN": 71546925, + "TP": 11745, + "n_pred": 39168, + "n_ref": 235140 + }, + "8": { + "Dice": 0.6098740094635425, + "FN": 27746, + "FP": 40686, + "IoU": 0.4387185144478802, + "TN": 71687567, + "TP": 53489, + "n_pred": 94175, + "n_ref": 81235 + }, + "9": { + "Dice": 0.00011155111829996096, + "FN": 88151, + "FP": 1484, + "IoU": 5.577867023650156e-05, + "TN": 71719848, + "TP": 5, + "n_pred": 1489, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38346452239811213, + "FN": 139609, + "FP": 100227, + "IoU": 0.23721379933274178, + "TN": 135131089, + "TP": 74585, + "n_pred": 174812, + "n_ref": 214194 + }, + "10": { + "Dice": 0.2248210949342546, + "FN": 72380, + "FP": 15578, + "IoU": 0.1266470068412221, + "TN": 135344797, + "TP": 12755, + "n_pred": 28333, + "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": 0.014788732394366197, + "FN": 5466, + "FP": 130, + "IoU": 0.007449450159631075, + "TN": 135439872, + "TP": 42, + "n_pred": 172, + "n_ref": 5508 + }, + "13": { + "Dice": 0.0, + "FN": 40573, + "FP": 11184, + "IoU": 0.0, + "TN": 135393753, + "TP": 0, + "n_pred": 11184, + "n_ref": 40573 + }, + "14": { + "Dice": 0.4387711369126471, + "FN": 97969, + "FP": 17267, + "IoU": 0.28104216318738223, + "TN": 135285228, + "TP": 45046, + "n_pred": 62313, + "n_ref": 143015 + }, + "15": { + "Dice": 0.11543993014535929, + "FN": 46804, + "FP": 22082, + "IoU": 0.06125563838050722, + "TN": 135372129, + "TP": 4495, + "n_pred": 26577, + "n_ref": 51299 + }, + "2": { + "Dice": 0.05519544048526026, + "FN": 202910, + "FP": 24033, + "IoU": 0.028380970321785146, + "TN": 135211938, + "TP": 6629, + "n_pred": 30662, + "n_ref": 209539 + }, + "3": { + "Dice": 0.43802861368205914, + "FN": 95060, + "FP": 243140, + "IoU": 0.2804331868809906, + "TN": 134975505, + "TP": 131805, + "n_pred": 374945, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6232616543713703, + "FN": 7060, + "FP": 28943, + "IoU": 0.4527088653775994, + "TN": 135379726, + "TP": 29781, + "n_pred": 58724, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0018521816562778273, + "FN": 28018, + "FP": 5, + "IoU": 0.0009269492673535598, + "TN": 135417461, + "TP": 26, + "n_pred": 31, + "n_ref": 28044 + }, + "6": { + "Dice": 0.6500945892066894, + "FN": 678362, + "FP": 380907, + "IoU": 0.4815852903535239, + "TN": 133402225, + "TP": 984016, + "n_pred": 1364923, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.1452724076100064, + "FN": 178189, + "FP": 66346, + "IoU": 0.07832546849794207, + "TN": 135180194, + "TP": 20781, + "n_pred": 87127, + "n_ref": 198970 + }, + "8": { + "Dice": 0.3950228103631747, + "FN": 195897, + "FP": 91204, + "IoU": 0.24612362899223544, + "TN": 135064677, + "TP": 93732, + "n_pred": 184936, + "n_ref": 289629 + }, + "9": { + "Dice": 0.00012015860936436096, + "FN": 98028, + "FP": 1828, + "IoU": 6.0082914421902224e-05, + "TN": 135345648, + "TP": 6, + "n_pred": 1834, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06382536000832319, + "FN": 245785, + "FP": 60155, + "IoU": 0.03296467100126751, + "TN": 105437636, + "TP": 10429, + "n_pred": 70584, + "n_ref": 256214 + }, + "10": { + "Dice": 0.007450583682579444, + "FN": 60253, + "FP": 1560, + "IoU": 0.003739221532758482, + "TN": 105691960, + "TP": 232, + "n_pred": 1792, + "n_ref": 60485 + }, + "11": { + "Dice": 0.08787578460521969, + "FN": 2336, + "FP": 425, + "IoU": 0.04595715272978576, + "TN": 105751111, + "TP": 133, + "n_pred": 558, + "n_ref": 2469 + }, + "12": { + "Dice": 0.025106478368078906, + "FN": 4348, + "FP": 1, + "IoU": 0.012712826333711692, + "TN": 105749600, + "TP": 56, + "n_pred": 57, + "n_ref": 4404 + }, + "13": { + "Dice": 0.004575994189213728, + "FN": 80713, + "FP": 1514, + "IoU": 0.0022932440302853817, + "TN": 105671589, + "TP": 189, + "n_pred": 1703, + "n_ref": 80902 + }, + "14": { + "Dice": 0.5567985853330605, + "FN": 120702, + "FP": 604, + "IoU": 0.3858079542290069, + "TN": 105556500, + "TP": 76199, + "n_pred": 76803, + "n_ref": 196901 + }, + "15": { + "Dice": 0.0, + "FN": 27932, + "FP": 150, + "IoU": 0.0, + "TN": 105725923, + "TP": 0, + "n_pred": 150, + "n_ref": 27932 + }, + "2": { + "Dice": 0.19123928260344847, + "FN": 134667, + "FP": 19465, + "IoU": 0.10572945374372661, + "TN": 105581650, + "TP": 18223, + "n_pred": 37688, + "n_ref": 152890 + }, + "3": { + "Dice": 0.056353746600393884, + "FN": 165451, + "FP": 35791, + "IoU": 0.02899382873906519, + "TN": 105546754, + "TP": 6009, + "n_pred": 41800, + "n_ref": 171460 + }, + "4": { + "Dice": 0.20756847319347319, + "FN": 29456, + "FP": 57572, + "IoU": 0.115802735049682, + "TN": 105655579, + "TP": 11398, + "n_pred": 68970, + "n_ref": 40854 + }, + "5": { + "Dice": 0.06992578991660929, + "FN": 11908, + "FP": 249, + "IoU": 0.036229586174092276, + "TN": 105741391, + "TP": 457, + "n_pred": 706, + "n_ref": 12365 + }, + "6": { + "Dice": 0.6119589019088945, + "FN": 763325, + "FP": 217341, + "IoU": 0.4408795263702832, + "TN": 104000061, + "TP": 773278, + "n_pred": 990619, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.11032916565189475, + "FN": 250941, + "FP": 30340, + "IoU": 0.05838538842134158, + "TN": 105455283, + "TP": 17441, + "n_pred": 47781, + "n_ref": 268382 + }, + "8": { + "Dice": 0.533037550048696, + "FN": 39410, + "FP": 46894, + "IoU": 0.3633614139655656, + "TN": 105618443, + "TP": 49258, + "n_pred": 96152, + "n_ref": 88668 + }, + "9": { + "Dice": 0.29295119362197075, + "FN": 61836, + "FP": 776, + "IoU": 0.1716126642234365, + "TN": 105678422, + "TP": 12971, + "n_pred": 13747, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2410176981324806, + "FN": 209838, + "FP": 63596, + "IoU": 0.13702110469024678, + "TN": 96821031, + "TP": 43415, + "n_pred": 107011, + "n_ref": 253253 + }, + "10": { + "Dice": 0.2192282819573184, + "FN": 97319, + "FP": 11341, + "IoU": 0.12310858249606585, + "TN": 97013965, + "TP": 15255, + "n_pred": 26596, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.025597206226548277, + "FN": 49208, + "FP": 3248, + "IoU": 0.012964531000094082, + "TN": 97084735, + "TP": 689, + "n_pred": 3937, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5229134961899636, + "FN": 168770, + "FP": 5847, + "IoU": 0.35401683979993487, + "TN": 96867568, + "TP": 95695, + "n_pred": 101542, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0001627769751968584, + "FN": 22368, + "FP": 26771, + "IoU": 8.139511222351098e-05, + "TN": 97088737, + "TP": 4, + "n_pred": 26775, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5166618775912318, + "FN": 75071, + "FP": 42675, + "IoU": 0.34831025360032764, + "TN": 96957202, + "TP": 62932, + "n_pred": 105607, + "n_ref": 138003 + }, + "3": { + "Dice": 0.040052997775227084, + "FN": 152810, + "FP": 118160, + "IoU": 0.02043575552285963, + "TN": 96861257, + "TP": 5653, + "n_pred": 123813, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5210591949309636, + "FN": 4306, + "FP": 38325, + "IoU": 0.35231916865438084, + "TN": 97072059, + "TP": 23190, + "n_pred": 61515, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.6747214106961833, + "FN": 598480, + "FP": 271084, + "IoU": 0.5091166613131672, + "TN": 95366453, + "TP": 901863, + "n_pred": 1172947, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.1730739260801536, + "FN": 226486, + "FP": 38820, + "IoU": 0.09473504623468795, + "TN": 96844810, + "TP": 27764, + "n_pred": 66584, + "n_ref": 254250 + }, + "8": { + "Dice": 0.5597736239439334, + "FN": 45268, + "FP": 84947, + "IoU": 0.3886705821044774, + "TN": 96924877, + "TP": 82788, + "n_pred": 167735, + "n_ref": 128056 + }, + "9": { + "Dice": 0.0, + "FN": 68580, + "FP": 94, + "IoU": 0.0, + "TN": 97069206, + "TP": 0, + "n_pred": 94, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6801885367905602, + "FN": 47383, + "FP": 71221, + "IoU": 0.5153679565235157, + "TN": 130522062, + "TP": 126126, + "n_pred": 197347, + "n_ref": 173509 + }, + "10": { + "Dice": 0.06371273196639793, + "FN": 74237, + "FP": 14259, + "IoU": 0.03290458653436349, + "TN": 130675285, + "TP": 3011, + "n_pred": 17270, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 28734, + "IoU": 0.0, + "TN": 130676691, + "TP": 0, + "n_pred": 28734, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7771147302796907, + "FN": 54595, + "FP": 5539, + "IoU": 0.6354764011978226, + "TN": 130601826, + "TP": 104832, + "n_pred": 110371, + "n_ref": 159427 + }, + "15": { + "Dice": 0.1623108665749656, + "FN": 24837, + "FP": 15966, + "IoU": 0.08832335329341318, + "TN": 130722036, + "TP": 3953, + "n_pred": 19919, + "n_ref": 28790 + }, + "2": { + "Dice": 0.2797535795978127, + "FN": 136428, + "FP": 17547, + "IoU": 0.16262413121743766, + "TN": 130582914, + "TP": 29903, + "n_pred": 47450, + "n_ref": 166331 + }, + "3": { + "Dice": 0.2663519307862832, + "FN": 103032, + "FP": 244131, + "IoU": 0.1536366783525362, + "TN": 130356610, + "TP": 63019, + "n_pred": 307150, + "n_ref": 166051 + }, + "4": { + "Dice": 0.38485703209592687, + "FN": 15541, + "FP": 30476, + "IoU": 0.23828047407799774, + "TN": 130706380, + "TP": 14395, + "n_pred": 44871, + "n_ref": 29936 + }, + "5": { + "Dice": 0.1969968623935455, + "FN": 27793, + "FP": 871, + "IoU": 0.10926041019266625, + "TN": 130734612, + "TP": 3516, + "n_pred": 4387, + "n_ref": 31309 + }, + "6": { + "Dice": 0.657607360009667, + "FN": 531682, + "FP": 307030, + "IoU": 0.4898770601233352, + "TN": 129122655, + "TP": 805425, + "n_pred": 1112455, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.09094954398352456, + "FN": 420822, + "FP": 73556, + "IoU": 0.04764124682870072, + "TN": 130247683, + "TP": 24731, + "n_pred": 98287, + "n_ref": 445553 + }, + "8": { + "Dice": 0.5489432523668617, + "FN": 119559, + "FP": 62294, + "IoU": 0.37830584728147904, + "TN": 130474280, + "TP": 110659, + "n_pred": 172953, + "n_ref": 230218 + }, + "9": { + "Dice": 0.0, + "FN": 102029, + "FP": 0, + "IoU": 0.0, + "TN": 130664763, + "TP": 0, + "n_pred": 0, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21409685355047584, + "FN": 128697, + "FP": 400975, + "IoU": 0.11988155907340911, + "TN": 71634189, + "TP": 72147, + "n_pred": 473122, + "n_ref": 200844 + }, + "10": { + "Dice": 0.07146082637164146, + "FN": 60131, + "FP": 5669, + "IoU": 0.03705438154890827, + "TN": 72167676, + "TP": 2532, + "n_pred": 8201, + "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": 175, + "IoU": 0.0, + "TN": 72231762, + "TP": 0, + "n_pred": 175, + "n_ref": 4071 + }, + "13": { + "Dice": 0.0, + "FN": 70438, + "FP": 260, + "IoU": 0.0, + "TN": 72165310, + "TP": 0, + "n_pred": 260, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1303309276685453, + "FN": 66179, + "FP": 36128, + "IoU": 0.06970801924108645, + "TN": 72126035, + "TP": 7666, + "n_pred": 43794, + "n_ref": 73845 + }, + "15": { + "Dice": 0.005584440593106105, + "FN": 28229, + "FP": 2755, + "IoU": 0.0028000386212223617, + "TN": 72204937, + "TP": 87, + "n_pred": 2842, + "n_ref": 28316 + }, + "2": { + "Dice": 0.08079146099649834, + "FN": 121550, + "FP": 9178, + "IoU": 0.04209623881646919, + "TN": 72099535, + "TP": 5745, + "n_pred": 14923, + "n_ref": 127295 + }, + "3": { + "Dice": 0.169267391297288, + "FN": 142185, + "FP": 113620, + "IoU": 0.0924588279537085, + "TN": 71954142, + "TP": 26061, + "n_pred": 139681, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 87682, + "IoU": 0.0, + "TN": 72148326, + "TP": 0, + "n_pred": 87682, + "n_ref": 0 + }, + "5": { + "Dice": 0.3776670739731178, + "FN": 6218, + "FP": 403, + "IoU": 0.23279258400927, + "TN": 72227378, + "TP": 2009, + "n_pred": 2412, + "n_ref": 8227 + }, + "6": { + "Dice": 0.2772159162515346, + "FN": 1078465, + "FP": 1181185, + "IoU": 0.1609115842586397, + "TN": 69543026, + "TP": 433332, + "n_pred": 1614517, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.05397439635293806, + "FN": 329079, + "FP": 27847, + "IoU": 0.02773570720332981, + "TN": 71868900, + "TP": 10182, + "n_pred": 38029, + "n_ref": 339261 + }, + "8": { + "Dice": 0.5008725417813276, + "FN": 22804, + "FP": 66434, + "IoU": 0.3341093774484565, + "TN": 72101995, + "TP": 44775, + "n_pred": 111209, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 280, + "IoU": 0.0, + "TN": 72186108, + "TP": 0, + "n_pred": 280, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00016944485628958125, + "FN": 88976, + "FP": 99844, + "IoU": 8.472960664280116e-05, + "TN": 52364284, + "TP": 16, + "n_pred": 99860, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 449, + "IoU": 0.0, + "TN": 52505487, + "TP": 0, + "n_pred": 449, + "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": 0.0, + "FN": 21615, + "FP": 8013, + "IoU": 0.0, + "TN": 52523492, + "TP": 0, + "n_pred": 8013, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 5166, + "IoU": 0.0, + "TN": 52522685, + "TP": 0, + "n_pred": 5166, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0034049954673761634, + "FN": 134845, + "FP": 376, + "IoU": 0.0017054011753241001, + "TN": 52417668, + "TP": 231, + "n_pred": 607, + "n_ref": 135076 + }, + "3": { + "Dice": 0.31978894150633064, + "FN": 114123, + "FP": 9119, + "IoU": 0.19032664967282475, + "TN": 52400908, + "TP": 28970, + "n_pred": 38089, + "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": 0.14289932093297902, + "FN": 5798, + "FP": 8, + "IoU": 0.07694753577106518, + "TN": 52546830, + "TP": 484, + "n_pred": 492, + "n_ref": 6282 + }, + "6": { + "Dice": 0.33285633625517186, + "FN": 593020, + "FP": 127742, + "IoU": 0.1996566603669248, + "TN": 51652554, + "TP": 179804, + "n_pred": 307546, + "n_ref": 772824 + }, + "7": { + "Dice": 0.02374810587823901, + "FN": 190721, + "FP": 1914, + "IoU": 0.012016740350193355, + "TN": 52358142, + "TP": 2343, + "n_pred": 4257, + "n_ref": 193064 + }, + "8": { + "Dice": 0.49504212331320363, + "FN": 32972, + "FP": 21212, + "IoU": 0.32894085009412466, + "TN": 52472376, + "TP": 26560, + "n_pred": 47772, + "n_ref": 59532 + }, + "9": { + "Dice": 0.0, + "FN": 78090, + "FP": 543, + "IoU": 0.0, + "TN": 52474487, + "TP": 0, + "n_pred": 543, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28955528509486783, + "FN": 204338, + "FP": 229375, + "IoU": 0.16928655020044167, + "TN": 143615153, + "TP": 88384, + "n_pred": 317759, + "n_ref": 292722 + }, + "10": { + "Dice": 0.07787322888609088, + "FN": 93393, + "FP": 22321, + "IoU": 0.04051409618573798, + "TN": 144016650, + "TP": 4886, + "n_pred": 27207, + "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": 0.0028283542513699842, + "FN": 5638, + "FP": 3, + "IoU": 0.0014161798548415648, + "TN": 144131601, + "TP": 8, + "n_pred": 11, + "n_ref": 5646 + }, + "13": { + "Dice": 0.11445778750827375, + "FN": 96433, + "FP": 25314, + "IoU": 0.060702850750298964, + "TN": 144007635, + "TP": 7868, + "n_pred": 33182, + "n_ref": 104301 + }, + "14": { + "Dice": 0.3207040232228184, + "FN": 331431, + "FP": 1799, + "IoU": 0.19097528229555877, + "TN": 143725359, + "TP": 78661, + "n_pred": 80460, + "n_ref": 410092 + }, + "15": { + "Dice": 0.10343273008308108, + "FN": 21060, + "FP": 6782, + "IoU": 0.054536810649280086, + "TN": 144107802, + "TP": 1606, + "n_pred": 8388, + "n_ref": 22666 + }, + "2": { + "Dice": 0.21564566196288984, + "FN": 117995, + "FP": 27800, + "IoU": 0.12085360926693078, + "TN": 143971413, + "TP": 20042, + "n_pred": 47842, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5891431659322458, + "FN": 40098, + "FP": 146938, + "IoU": 0.4175782770485933, + "TN": 143816115, + "TP": 134099, + "n_pred": 281037, + "n_ref": 174197 + }, + "4": { + "Dice": 0.698599416765926, + "FN": 8648, + "FP": 28043, + "IoU": 0.5368058273263226, + "TN": 144058037, + "TP": 42522, + "n_pred": 70565, + "n_ref": 51170 + }, + "5": { + "Dice": 0.06917627448256702, + "FN": 30887, + "FP": 2618, + "IoU": 0.0358273381294964, + "TN": 144102500, + "TP": 1245, + "n_pred": 3863, + "n_ref": 32132 + }, + "6": { + "Dice": 0.633744163578336, + "FN": 511088, + "FP": 468494, + "IoU": 0.4638546798366577, + "TN": 142310167, + "TP": 847501, + "n_pred": 1315995, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.12428688974218322, + "FN": 230935, + "FP": 24493, + "IoU": 0.06626114039641168, + "TN": 143863696, + "TP": 18126, + "n_pred": 42619, + "n_ref": 249061 + }, + "8": { + "Dice": 0.4446275285941132, + "FN": 132515, + "FP": 108811, + "IoU": 0.285865628181151, + "TN": 143799322, + "TP": 96602, + "n_pred": 205413, + "n_ref": 229117 + }, + "9": { + "Dice": 0.0, + "FN": 94460, + "FP": 276, + "IoU": 0.0, + "TN": 144042514, + "TP": 0, + "n_pred": 276, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4534598414658695, + "FN": 130662, + "FP": 70256, + "IoU": 0.29320922509744324, + "TN": 111494652, + "TP": 83350, + "n_pred": 153606, + "n_ref": 214012 + }, + "10": { + "Dice": 0.05405513383939273, + "FN": 44649, + "FP": 2705, + "IoU": 0.027778348081384605, + "TN": 111730213, + "TP": 1353, + "n_pred": 4058, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.04668820963783087, + "FN": 51621, + "FP": 2366, + "IoU": 0.023902077419588132, + "TN": 111723611, + "TP": 1322, + "n_pred": 3688, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6639409488790714, + "FN": 31486, + "FP": 29749, + "IoU": 0.4969398233723557, + "TN": 111657195, + "TP": 60490, + "n_pred": 90239, + "n_ref": 91976 + }, + "15": { + "Dice": 7.994244144216165e-05, + "FN": 10731, + "FP": 14285, + "IoU": 3.997281848343127e-05, + "TN": 111753903, + "TP": 1, + "n_pred": 14286, + "n_ref": 10732 + }, + "2": { + "Dice": 0.04930986506481747, + "FN": 200727, + "FP": 14514, + "IoU": 0.025278163959370173, + "TN": 111558097, + "TP": 5582, + "n_pred": 20096, + "n_ref": 206309 + }, + "3": { + "Dice": 0.018400373111343817, + "FN": 61348, + "FP": 161748, + "IoU": 0.009285615954739838, + "TN": 111553733, + "TP": 2091, + "n_pred": 163839, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7082953734026051, + "FN": 4296, + "FP": 7551, + "IoU": 0.5483415935951201, + "TN": 111752690, + "TP": 14383, + "n_pred": 21934, + "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": 0.5879900277264604, + "FN": 650089, + "FP": 169281, + "IoU": 0.41642059140680976, + "TN": 110374878, + "TP": 584672, + "n_pred": 753953, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.017502263819668618, + "FN": 235860, + "FP": 48410, + "IoU": 0.008828390318059149, + "TN": 111492118, + "TP": 2532, + "n_pred": 50942, + "n_ref": 238392 + }, + "8": { + "Dice": 0.32037650781897803, + "FN": 214074, + "FP": 53943, + "IoU": 0.1907430500409132, + "TN": 111447731, + "TP": 63172, + "n_pred": 117115, + "n_ref": 277246 + }, + "9": { + "Dice": 0.00014912945679595362, + "FN": 80333, + "FP": 122, + "IoU": 7.457028871130112e-05, + "TN": 111698459, + "TP": 6, + "n_pred": 128, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005125679966811028, + "FN": 164743, + "FP": 91852, + "IoU": 0.0025694250085517927, + "TN": 198830619, + "TP": 661, + "n_pred": 92513, + "n_ref": 165404 + }, + "10": { + "Dice": 0.0, + "FN": 63127, + "FP": 2785, + "IoU": 0.0, + "TN": 199021963, + "TP": 0, + "n_pred": 2785, + "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": 0.0, + "FN": 3335, + "FP": 132, + "IoU": 0.0, + "TN": 199084408, + "TP": 0, + "n_pred": 132, + "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": 0.12558369499533045, + "FN": 43519, + "FP": 4232, + "IoU": 0.06699882766705745, + "TN": 199036695, + "TP": 3429, + "n_pred": 7661, + "n_ref": 46948 + }, + "15": { + "Dice": 0.07848792866750794, + "FN": 132906, + "FP": 0, + "IoU": 0.0408469610149676, + "TN": 198949309, + "TP": 5660, + "n_pred": 5660, + "n_ref": 138566 + }, + "2": { + "Dice": 0.18802470456125342, + "FN": 115513, + "FP": 5965, + "IoU": 0.1037678080018887, + "TN": 198952332, + "TP": 14065, + "n_pred": 20030, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6077875517121578, + "FN": 34741, + "FP": 99600, + "IoU": 0.4365623597602661, + "TN": 198849444, + "TP": 104090, + "n_pred": 203690, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0016242241429317247, + "FN": 17106, + "FP": 105, + "IoU": 0.0008127721335268505, + "TN": 199070650, + "TP": 14, + "n_pred": 119, + "n_ref": 17120 + }, + "5": { + "Dice": 0.039393496172785335, + "FN": 19664, + "FP": 39, + "IoU": 0.02009250509772716, + "TN": 199067768, + "TP": 404, + "n_pred": 443, + "n_ref": 20068 + }, + "6": { + "Dice": 0.5924446093582643, + "FN": 535510, + "FP": 316822, + "IoU": 0.420903229313168, + "TN": 197616045, + "TP": 619498, + "n_pred": 936320, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.06811520970186963, + "FN": 150110, + "FP": 15868, + "IoU": 0.035258422264071984, + "TN": 198915831, + "TP": 6066, + "n_pred": 21934, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5139678514458669, + "FN": 68091, + "FP": 26973, + "IoU": 0.3458659033359022, + "TN": 198942547, + "TP": 50264, + "n_pred": 77237, + "n_ref": 118355 + }, + "9": { + "Dice": 0.0, + "FN": 103399, + "FP": 560, + "IoU": 0.0, + "TN": 198983916, + "TP": 0, + "n_pred": 560, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.598364731927612, + "FN": 65856, + "FP": 93249, + "IoU": 0.4269047344609976, + "TN": 130797568, + "TP": 118519, + "n_pred": 211768, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3234562924141638, + "FN": 61058, + "FP": 29563, + "IoU": 0.19293042641872396, + "TN": 130962908, + "TP": 21663, + "n_pred": 51226, + "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": 0.0, + "FN": 4635, + "FP": 667, + "IoU": 0.0, + "TN": 131069890, + "TP": 0, + "n_pred": 667, + "n_ref": 4635 + }, + "13": { + "Dice": 0.0, + "FN": 90158, + "FP": 1566, + "IoU": 0.0, + "TN": 130983468, + "TP": 0, + "n_pred": 1566, + "n_ref": 90158 + }, + "14": { + "Dice": 0.31141225221189384, + "FN": 42710, + "FP": 18774, + "IoU": 0.18442171727220874, + "TN": 130999805, + "TP": 13903, + "n_pred": 32677, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5078123263618786, + "FN": 16155, + "FP": 5990, + "IoU": 0.3403139801602669, + "TN": 131041623, + "TP": 11424, + "n_pred": 17414, + "n_ref": 27579 + }, + "2": { + "Dice": 0.17109241032045755, + "FN": 142995, + "FP": 24257, + "IoU": 0.09354896402963477, + "TN": 130890679, + "TP": 17261, + "n_pred": 41518, + "n_ref": 160256 + }, + "3": { + "Dice": 0.4505583223095479, + "FN": 97428, + "FP": 128520, + "IoU": 0.29078753256536616, + "TN": 130756602, + "TP": 92642, + "n_pred": 221162, + "n_ref": 190070 + }, + "4": { + "Dice": 0.40760951820398555, + "FN": 24603, + "FP": 116303, + "IoU": 0.25597334502040836, + "TN": 130885809, + "TP": 48477, + "n_pred": 164780, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 491, + "IoU": 0.0, + "TN": 131060002, + "TP": 0, + "n_pred": 491, + "n_ref": 14699 + }, + "6": { + "Dice": 0.5042368445756436, + "FN": 721338, + "FP": 746816, + "IoU": 0.3371100850739894, + "TN": 128860414, + "TP": 746624, + "n_pred": 1493440, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.029337988741608416, + "FN": 764668, + "FP": 62668, + "IoU": 0.014887377223491646, + "TN": 130235353, + "TP": 12503, + "n_pred": 75171, + "n_ref": 777171 + }, + "8": { + "Dice": 0.5488377345705735, + "FN": 55289, + "FP": 64560, + "IoU": 0.3782056270655315, + "TN": 130882445, + "TP": 72898, + "n_pred": 137458, + "n_ref": 128187 + }, + "9": { + "Dice": 6.0993275491377076e-05, + "FN": 65541, + "FP": 36, + "IoU": 3.0497567818966437e-05, + "TN": 131009613, + "TP": 2, + "n_pred": 38, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3515654761576132, + "FN": 151860, + "FP": 83038, + "IoU": 0.2132723326724184, + "TN": 101318624, + "TP": 63678, + "n_pred": 146716, + "n_ref": 215538 + }, + "10": { + "Dice": 0.02111251097621502, + "FN": 45270, + "FP": 6010, + "IoU": 0.010668878899542763, + "TN": 101565367, + "TP": 553, + "n_pred": 6563, + "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": 0.0, + "FN": 5490, + "FP": 523, + "IoU": 0.0, + "TN": 101611187, + "TP": 0, + "n_pred": 523, + "n_ref": 5490 + }, + "13": { + "Dice": 0.0, + "FN": 60084, + "FP": 297, + "IoU": 0.0, + "TN": 101556819, + "TP": 0, + "n_pred": 297, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7696980617261706, + "FN": 16917, + "FP": 9924, + "IoU": 0.6256172064607917, + "TN": 101545506, + "TP": 44853, + "n_pred": 54777, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5194161016834926, + "FN": 13998, + "FP": 21657, + "IoU": 0.3508184185131912, + "TN": 101562277, + "TP": 19268, + "n_pred": 40925, + "n_ref": 33266 + }, + "2": { + "Dice": 0.10570888839822379, + "FN": 161571, + "FP": 20690, + "IoU": 0.055803929897996714, + "TN": 101424167, + "TP": 10772, + "n_pred": 31462, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5993604284952891, + "FN": 36903, + "FP": 145009, + "IoU": 0.4279191025935349, + "TN": 101299217, + "TP": 136071, + "n_pred": 281080, + "n_ref": 172974 + }, + "4": { + "Dice": 0.08206257195370725, + "FN": 12150, + "FP": 78746, + "IoU": 0.042786886972272245, + "TN": 101522241, + "TP": 4063, + "n_pred": 82809, + "n_ref": 16213 + }, + "5": { + "Dice": 0.11938570296788348, + "FN": 28412, + "FP": 488, + "IoU": 0.06348229041770634, + "TN": 101586341, + "TP": 1959, + "n_pred": 2447, + "n_ref": 30371 + }, + "6": { + "Dice": 0.5720740948233541, + "FN": 741297, + "FP": 444181, + "IoU": 0.40063289891262527, + "TN": 99639317, + "TP": 792405, + "n_pred": 1236586, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.04166702199329712, + "FN": 418060, + "FP": 31448, + "IoU": 0.021276781048597804, + "TN": 101157920, + "TP": 9772, + "n_pred": 41220, + "n_ref": 427832 + }, + "8": { + "Dice": 0.3116834409950405, + "FN": 176263, + "FP": 69667, + "IoU": 0.18461196707016653, + "TN": 101315589, + "TP": 55681, + "n_pred": 125348, + "n_ref": 231944 + }, + "9": { + "Dice": 0.0, + "FN": 80998, + "FP": 119, + "IoU": 0.0, + "TN": 101536083, + "TP": 0, + "n_pred": 119, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3437776120618886, + "FN": 156730, + "FP": 52706, + "IoU": 0.2075673016894001, + "TN": 118917917, + "TP": 54859, + "n_pred": 107565, + "n_ref": 211589 + }, + "10": { + "Dice": 0.06824135935609447, + "FN": 77505, + "FP": 11054, + "IoU": 0.03532602775538659, + "TN": 119090410, + "TP": 3243, + "n_pred": 14297, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 2, + "IoU": 0.0, + "TN": 119178172, + "TP": 0, + "n_pred": 2, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 77, + "IoU": 0.0, + "TN": 119178000, + "TP": 0, + "n_pred": 77, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0, + "FN": 33075, + "FP": 2067, + "IoU": 0.0, + "TN": 119147070, + "TP": 0, + "n_pred": 2067, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0016952628340966573, + "FN": 65805, + "FP": 7216, + "IoU": 0.0008483505055895352, + "TN": 119109129, + "TP": 62, + "n_pred": 7278, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 2855, + "IoU": 0.0, + "TN": 119158637, + "TP": 0, + "n_pred": 2855, + "n_ref": 20720 + }, + "2": { + "Dice": 0.12730327908204905, + "FN": 180228, + "FP": 1546, + "IoU": 0.06797858812912753, + "TN": 118987180, + "TP": 13258, + "n_pred": 14804, + "n_ref": 193486 + }, + "3": { + "Dice": 0.029175349806490027, + "FN": 193668, + "FP": 28080, + "IoU": 0.014803625377643504, + "TN": 118957132, + "TP": 3332, + "n_pred": 31412, + "n_ref": 197000 + }, + "4": { + "Dice": 0.30773361976369495, + "FN": 34169, + "FP": 7079, + "IoU": 0.18184703268803554, + "TN": 119131796, + "TP": 9168, + "n_pred": 16247, + "n_ref": 43337 + }, + "5": { + "Dice": 0.07359095603021903, + "FN": 17045, + "FP": 0, + "IoU": 0.03820110596998082, + "TN": 119164490, + "TP": 677, + "n_pred": 677, + "n_ref": 17722 + }, + "6": { + "Dice": 0.5537507598334925, + "FN": 989633, + "FP": 218000, + "IoU": 0.3828875026891899, + "TN": 117225303, + "TP": 749276, + "n_pred": 967276, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.026277718486896716, + "FN": 293194, + "FP": 35262, + "IoU": 0.013313787219725553, + "TN": 118849324, + "TP": 4432, + "n_pred": 39694, + "n_ref": 297626 + }, + "8": { + "Dice": 0.464351643065452, + "FN": 43552, + "FP": 45529, + "IoU": 0.30238149311238677, + "TN": 119054519, + "TP": 38612, + "n_pred": 84141, + "n_ref": 82164 + }, + "9": { + "Dice": 0.07595493267381148, + "FN": 82066, + "FP": 1999, + "IoU": 0.03947669104204753, + "TN": 119094692, + "TP": 3455, + "n_pred": 5454, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 98698, + "IoU": 0.0, + "TN": 61233782, + "TP": 0, + "n_pred": 98698, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 46, + "IoU": 0.0, + "TN": 61298006, + "TP": 0, + "n_pred": 46, + "n_ref": 34428 + }, + "11": { + "Dice": 0.05896686159844054, + "FN": 3743, + "FP": 119, + "IoU": 0.03037911122269646, + "TN": 61328497, + "TP": 121, + "n_pred": 240, + "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": 0.00842671447781264, + "FN": 52461, + "FP": 2844, + "IoU": 0.004231184731724883, + "TN": 61276940, + "TP": 235, + "n_pred": 3079, + "n_ref": 52696 + }, + "14": { + "Dice": 0.1464429562354777, + "FN": 249179, + "FP": 250, + "IoU": 0.07900644694379418, + "TN": 61061654, + "TP": 21397, + "n_pred": 21647, + "n_ref": 270576 + }, + "15": { + "Dice": 0.40589875962781274, + "FN": 71378, + "FP": 7221, + "IoU": 0.2546254587525723, + "TN": 61227031, + "TP": 26850, + "n_pred": 34071, + "n_ref": 98228 + }, + "2": { + "Dice": 0.11235169063116532, + "FN": 150663, + "FP": 11758, + "IoU": 0.059519397799652575, + "TN": 61159780, + "TP": 10279, + "n_pred": 22037, + "n_ref": 160942 + }, + "3": { + "Dice": 0.13689278092412555, + "FN": 116233, + "FP": 40282, + "IoU": 0.07347552493088731, + "TN": 61163553, + "TP": 12412, + "n_pred": 52694, + "n_ref": 128645 + }, + "4": { + "Dice": 0.026625704045058884, + "FN": 41513, + "FP": 7913, + "IoU": 0.013492475350285417, + "TN": 61282378, + "TP": 676, + "n_pred": 8589, + "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": 0.5325307709033809, + "FN": 708923, + "FP": 163929, + "IoU": 0.36289058764878446, + "TN": 59962461, + "TP": 497167, + "n_pred": 661096, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.0700598399784845, + "FN": 196412, + "FP": 11053, + "IoU": 0.036301560758082496, + "TN": 61117200, + "TP": 7815, + "n_pred": 18868, + "n_ref": 204227 + }, + "8": { + "Dice": 0.35200821463509396, + "FN": 56845, + "FP": 36552, + "IoU": 0.213598282322233, + "TN": 61213715, + "TP": 25368, + "n_pred": 61920, + "n_ref": 82213 + }, + "9": { + "Dice": 0.29295005169706795, + "FN": 51899, + "FP": 3492, + "IoU": 0.17161188047737266, + "TN": 61265614, + "TP": 11475, + "n_pred": 14967, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6382413564645547, + "FN": 73115, + "FP": 44827, + "IoU": 0.4686890437556029, + "TN": 148885517, + "TP": 104041, + "n_pred": 148868, + "n_ref": 177156 + }, + "10": { + "Dice": 0.0926515545520277, + "FN": 69150, + "FP": 2379, + "IoU": 0.04857610300474854, + "TN": 149032319, + "TP": 3652, + "n_pred": 6031, + "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": 0.0, + "FN": 2097, + "FP": 136, + "IoU": 0.0, + "TN": 149105267, + "TP": 0, + "n_pred": 136, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 1618, + "IoU": 0.0, + "TN": 149021515, + "TP": 0, + "n_pred": 1618, + "n_ref": 84367 + }, + "14": { + "Dice": 0.46904206708861557, + "FN": 55753, + "FP": 28724, + "IoU": 0.30637162328598405, + "TN": 148985710, + "TP": 37313, + "n_pred": 66037, + "n_ref": 93066 + }, + "15": { + "Dice": 0.05076930787350273, + "FN": 37030, + "FP": 850, + "IoU": 0.026045818013524284, + "TN": 149068607, + "TP": 1013, + "n_pred": 1863, + "n_ref": 38043 + }, + "2": { + "Dice": 0.118965223804391, + "FN": 146519, + "FP": 8781, + "IoU": 0.06324456374219622, + "TN": 148941715, + "TP": 10485, + "n_pred": 19266, + "n_ref": 157004 + }, + "3": { + "Dice": 0.07885214375330003, + "FN": 51947, + "FP": 138212, + "IoU": 0.04104428688136038, + "TN": 148909202, + "TP": 8139, + "n_pred": 146351, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7286279990682506, + "FN": 8629, + "FP": 4186, + "IoU": 0.5731037009893734, + "TN": 149077481, + "TP": 17204, + "n_pred": 21390, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 143, + "IoU": 0.0, + "TN": 149073641, + "TP": 0, + "n_pred": 143, + "n_ref": 33716 + }, + "6": { + "Dice": 0.5527559924715761, + "FN": 570513, + "FP": 296122, + "IoU": 0.3819369709573457, + "TN": 147705321, + "TP": 535544, + "n_pred": 831666, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.06193988837121955, + "FN": 263919, + "FP": 75746, + "IoU": 0.031959735407362654, + "TN": 148756621, + "TP": 11214, + "n_pred": 86960, + "n_ref": 275133 + }, + "8": { + "Dice": 0.5598810181248667, + "FN": 133261, + "FP": 17364, + "IoU": 0.3887741396171748, + "TN": 148861069, + "TP": 95806, + "n_pred": 113170, + "n_ref": 229067 + }, + "9": { + "Dice": 0.13609018755371316, + "FN": 80757, + "FP": 4688, + "IoU": 0.07301328993761866, + "TN": 149015325, + "TP": 6730, + "n_pred": 11418, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09566876895805981, + "FN": 487633, + "FP": 31719, + "IoU": 0.050237462579298967, + "TN": 100165977, + "TP": 27471, + "n_pred": 59190, + "n_ref": 515104 + }, + "10": { + "Dice": 0.038101559907069364, + "FN": 37610, + "FP": 5863, + "IoU": 0.019420760590066314, + "TN": 100668466, + "TP": 861, + "n_pred": 6724, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 143, + "IoU": 0.0, + "TN": 100673502, + "TP": 0, + "n_pred": 143, + "n_ref": 39155 + }, + "14": { + "Dice": 0.025466469787331966, + "FN": 151903, + "FP": 554, + "IoU": 0.012897461297904162, + "TN": 100558351, + "TP": 1992, + "n_pred": 2546, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5875723658818989, + "FN": 53400, + "FP": 5373, + "IoU": 0.4160017488250082, + "TN": 100612161, + "TP": 41866, + "n_pred": 47239, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 2415, + "IoU": 0.0, + "TN": 100477229, + "TP": 0, + "n_pred": 2415, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0341483196828489, + "FN": 219440, + "FP": 35399, + "IoU": 0.017370750817447097, + "TN": 100453456, + "TP": 4505, + "n_pred": 39904, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0020549000804835865, + "FN": 57592, + "FP": 685, + "IoU": 0.0010285067795738553, + "TN": 100654463, + "TP": 60, + "n_pred": 745, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 10, + "IoU": 0.0, + "TN": 100696317, + "TP": 0, + "n_pred": 10, + "n_ref": 16473 + }, + "6": { + "Dice": 0.16002841290867553, + "FN": 1869692, + "FP": 317972, + "IoU": 0.08697330656157178, + "TN": 98316743, + "TP": 208393, + "n_pred": 526365, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.03755614882617171, + "FN": 168753, + "FP": 12941, + "IoU": 0.019137438660325308, + "TN": 100527561, + "TP": 3545, + "n_pred": 16486, + "n_ref": 172298 + }, + "8": { + "Dice": 0.4374740685420297, + "FN": 58552, + "FP": 63470, + "IoU": 0.27997875730217736, + "TN": 100543330, + "TP": 47448, + "n_pred": 110918, + "n_ref": 106000 + }, + "9": { + "Dice": 0.0921014931075101, + "FN": 96069, + "FP": 18003, + "IoU": 0.04827379065227185, + "TN": 100592942, + "TP": 5786, + "n_pred": 23789, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23143172205859774, + "FN": 61254, + "FP": 48868, + "IoU": 0.13085823428201607, + "TN": 78823998, + "TP": 16580, + "n_pred": 65448, + "n_ref": 77834 + }, + "10": { + "Dice": 0.0, + "FN": 38944, + "FP": 240, + "IoU": 0.0, + "TN": 78911516, + "TP": 0, + "n_pred": 240, + "n_ref": 38944 + }, + "11": { + "Dice": 0.11925465838509317, + "FN": 1272, + "FP": 146, + "IoU": 0.06340819022457067, + "TN": 78949186, + "TP": 96, + "n_pred": 242, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 18, + "IoU": 0.0, + "TN": 78948122, + "TP": 0, + "n_pred": 18, + "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": 0.41509433962264153, + "FN": 17908, + "FP": 8473, + "IoU": 0.2619047619047619, + "TN": 78914958, + "TP": 9361, + "n_pred": 17834, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6641207114837799, + "FN": 27121, + "FP": 5245, + "IoU": 0.4971412590889317, + "TN": 78886336, + "TP": 31998, + "n_pred": 37243, + "n_ref": 59119 + }, + "2": { + "Dice": 0.025506014202212452, + "FN": 98801, + "FP": 2064, + "IoU": 0.012917747223173655, + "TN": 78848515, + "TP": 1320, + "n_pred": 3384, + "n_ref": 100121 + }, + "3": { + "Dice": 0.2713400939222759, + "FN": 64743, + "FP": 42319, + "IoU": 0.15696557371885728, + "TN": 78823704, + "TP": 19934, + "n_pred": 62253, + "n_ref": 84677 + }, + "4": { + "Dice": 0.5156726675383017, + "FN": 9437, + "FP": 5010, + "IoU": 0.34741169030626073, + "TN": 78928562, + "TP": 7691, + "n_pred": 12701, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 3, + "IoU": 0.0, + "TN": 78915899, + "TP": 0, + "n_pred": 3, + "n_ref": 34798 + }, + "6": { + "Dice": 0.5255644477592474, + "FN": 420992, + "FP": 95535, + "IoU": 0.3564512853481647, + "TN": 78148077, + "TP": 286096, + "n_pred": 381631, + "n_ref": 707088 + }, + "7": { + "Dice": 0.010924638213122888, + "FN": 717095, + "FP": 10454, + "IoU": 0.005492319910548179, + "TN": 78219133, + "TP": 4018, + "n_pred": 14472, + "n_ref": 721113 + }, + "8": { + "Dice": 0.25848493340969186, + "FN": 278074, + "FP": 26203, + "IoU": 0.14842532135870432, + "TN": 78593389, + "TP": 53034, + "n_pred": 79237, + "n_ref": 331108 + }, + "9": { + "Dice": 0.2436522029473812, + "FN": 49021, + "FP": 814, + "IoU": 0.1387266254191006, + "TN": 78892838, + "TP": 8027, + "n_pred": 8841, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39718727778704427, + "FN": 80335, + "FP": 125666, + "IoU": 0.24780641698342626, + "TN": 104730573, + "TP": 67866, + "n_pred": 193532, + "n_ref": 148201 + }, + "10": { + "Dice": 0.14139519303240936, + "FN": 78792, + "FP": 23734, + "IoU": 0.0760759858698003, + "TN": 104893472, + "TP": 8442, + "n_pred": 32176, + "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": 0.0, + "FN": 4833, + "FP": 82, + "IoU": 0.0, + "TN": 104999525, + "TP": 0, + "n_pred": 82, + "n_ref": 4833 + }, + "13": { + "Dice": 0.0, + "FN": 77818, + "FP": 3522, + "IoU": 0.0, + "TN": 104923100, + "TP": 0, + "n_pred": 3522, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8591909721950495, + "FN": 15187, + "FP": 2806, + "IoU": 0.7531418066073976, + "TN": 104931552, + "TP": 54895, + "n_pred": 57701, + "n_ref": 70082 + }, + "15": { + "Dice": 0.12520935218061233, + "FN": 22491, + "FP": 3625, + "IoU": 0.06678577809540825, + "TN": 104976455, + "TP": 1869, + "n_pred": 5494, + "n_ref": 24360 + }, + "2": { + "Dice": 0.2652406843122025, + "FN": 137455, + "FP": 47010, + "IoU": 0.15289768552534902, + "TN": 104786680, + "TP": 33295, + "n_pred": 80305, + "n_ref": 170750 + }, + "3": { + "Dice": 0.46336909124956527, + "FN": 66937, + "FP": 133661, + "IoU": 0.3015487249481205, + "TN": 104717236, + "TP": 86606, + "n_pred": 220267, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 49720, + "IoU": 0.0, + "TN": 104954720, + "TP": 0, + "n_pred": 49720, + "n_ref": 0 + }, + "5": { + "Dice": 0.01585999453103637, + "FN": 29819, + "FP": 2572, + "IoU": 0.007993384785005513, + "TN": 104971788, + "TP": 261, + "n_pred": 2833, + "n_ref": 30080 + }, + "6": { + "Dice": 0.6824077052393929, + "FN": 336344, + "FP": 500936, + "IoU": 0.5179202306760448, + "TN": 103267632, + "TP": 899528, + "n_pred": 1400464, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.1667427638496873, + "FN": 205989, + "FP": 34909, + "IoU": 0.09095437375708017, + "TN": 104739439, + "TP": 24103, + "n_pred": 59012, + "n_ref": 230092 + }, + "8": { + "Dice": 0.29964111526813436, + "FN": 287570, + "FP": 79895, + "IoU": 0.17622227751959882, + "TN": 104558367, + "TP": 78608, + "n_pred": 158503, + "n_ref": 366178 + }, + "9": { + "Dice": 0.0, + "FN": 93554, + "FP": 1, + "IoU": 0.0, + "TN": 104910885, + "TP": 0, + "n_pred": 1, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4531997641945314, + "FN": 250144, + "FP": 155193, + "IoU": 0.29299178633660844, + "TN": 177102975, + "TP": 167976, + "n_pred": 323169, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0, + "FN": 71961, + "FP": 17529, + "IoU": 0.0, + "TN": 177586798, + "TP": 0, + "n_pred": 17529, + "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": 0.0, + "FN": 5198, + "FP": 201, + "IoU": 0.0, + "TN": 177670889, + "TP": 0, + "n_pred": 201, + "n_ref": 5198 + }, + "13": { + "Dice": 0.0, + "FN": 77083, + "FP": 9476, + "IoU": 0.0, + "TN": 177589729, + "TP": 0, + "n_pred": 9476, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7680721790438031, + "FN": 23720, + "FP": 8001, + "IoU": 0.6234717375305653, + "TN": 177592042, + "TP": 52525, + "n_pred": 60526, + "n_ref": 76245 + }, + "15": { + "Dice": 0.12282314994270517, + "FN": 18828, + "FP": 43177, + "IoU": 0.06542971693847406, + "TN": 177609942, + "TP": 4341, + "n_pred": 47518, + "n_ref": 23169 + }, + "2": { + "Dice": 0.09571716595727349, + "FN": 202616, + "FP": 19399, + "IoU": 0.0502641541719248, + "TN": 177442523, + "TP": 11750, + "n_pred": 31149, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5630161187867239, + "FN": 36870, + "FP": 227292, + "IoU": 0.3918040599810746, + "TN": 177241951, + "TP": 170175, + "n_pred": 397467, + "n_ref": 207045 + }, + "4": { + "Dice": 0.26095463038037153, + "FN": 19628, + "FP": 64230, + "IoU": 0.15005625209044932, + "TN": 177577625, + "TP": 14805, + "n_pred": 79035, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0313602051820116, + "FN": 30643, + "FP": 2592, + "IoU": 0.0159298848192343, + "TN": 177642515, + "TP": 538, + "n_pred": 3130, + "n_ref": 31181 + }, + "6": { + "Dice": 0.576564737011856, + "FN": 824138, + "FP": 617394, + "IoU": 0.40505160438522747, + "TN": 175253335, + "TP": 981421, + "n_pred": 1598815, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.024392600675451147, + "FN": 363012, + "FP": 50947, + "IoU": 0.012346886675860227, + "TN": 177257154, + "TP": 5175, + "n_pred": 56122, + "n_ref": 368187 + }, + "8": { + "Dice": 0.4991699001717862, + "FN": 95564, + "FP": 112889, + "IoU": 0.33259587492876214, + "TN": 177363954, + "TP": 103881, + "n_pred": 216770, + "n_ref": 199445 + }, + "9": { + "Dice": 0.0, + "FN": 135224, + "FP": 0, + "IoU": 0.0, + "TN": 177541064, + "TP": 0, + "n_pred": 0, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48468528435851665, + "FN": 114975, + "FP": 38310, + "IoU": 0.3198578350460572, + "TN": 193780163, + "TP": 72087, + "n_pred": 110397, + "n_ref": 187062 + }, + "10": { + "Dice": 0.15224370860927153, + "FN": 79862, + "FP": 145, + "IoU": 0.08239382505075066, + "TN": 193918344, + "TP": 7184, + "n_pred": 7329, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.0, + "FN": 66877, + "FP": 1027, + "IoU": 0.0, + "TN": 193937631, + "TP": 0, + "n_pred": 1027, + "n_ref": 66877 + }, + "14": { + "Dice": 0.6558336087301978, + "FN": 29266, + "FP": 19681, + "IoU": 0.4879110302041158, + "TN": 193909952, + "TP": 46636, + "n_pred": 66317, + "n_ref": 75902 + }, + "15": { + "Dice": 0.199561900445653, + "FN": 18324, + "FP": 2870, + "IoU": 0.1108407450914583, + "TN": 193981699, + "TP": 2642, + "n_pred": 5512, + "n_ref": 20966 + }, + "2": { + "Dice": 0.014050786922563679, + "FN": 137825, + "FP": 12901, + "IoU": 0.007075098814229249, + "TN": 193853735, + "TP": 1074, + "n_pred": 13975, + "n_ref": 138899 + }, + "3": { + "Dice": 0.3194903143855192, + "FN": 94312, + "FP": 77122, + "IoU": 0.19011512823783405, + "TN": 193793858, + "TP": 40243, + "n_pred": 117365, + "n_ref": 134555 + }, + "4": { + "Dice": 0.4036557501904037, + "FN": 15464, + "FP": 979, + "IoU": 0.25286259541984735, + "TN": 193983527, + "TP": 5565, + "n_pred": 6544, + "n_ref": 21029 + }, + "5": { + "Dice": 0.06901635891315032, + "FN": 26287, + "FP": 233, + "IoU": 0.035741555466676365, + "TN": 193978032, + "TP": 983, + "n_pred": 1216, + "n_ref": 27270 + }, + "6": { + "Dice": 0.4907474285256273, + "FN": 846397, + "FP": 271831, + "IoU": 0.3251592462394955, + "TN": 192348510, + "TP": 538797, + "n_pred": 810628, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.1124554080490433, + "FN": 300473, + "FP": 38885, + "IoU": 0.059577616618217186, + "TN": 193644678, + "TP": 21499, + "n_pred": 60384, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5604695763352124, + "FN": 140140, + "FP": 18683, + "IoU": 0.38934194590230115, + "TN": 193745450, + "TP": 101262, + "n_pred": 119945, + "n_ref": 241402 + }, + "9": { + "Dice": 0.029097827175327926, + "FN": 96964, + "FP": 0, + "IoU": 0.014763709521728969, + "TN": 193907118, + "TP": 1453, + "n_pred": 1453, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11513916790300484, + "FN": 98233, + "FP": 151073, + "IoU": 0.061086296633851296, + "TN": 99390274, + "TP": 16220, + "n_pred": 167293, + "n_ref": 114453 + }, + "10": { + "Dice": 0.009980660779248881, + "FN": 71316, + "FP": 1889, + "IoU": 0.0050153586864925105, + "TN": 99582226, + "TP": 369, + "n_pred": 2258, + "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": 0.0, + "FN": 3568, + "FP": 313, + "IoU": 0.0, + "TN": 99651919, + "TP": 0, + "n_pred": 313, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 8094, + "IoU": 0.0, + "TN": 99602275, + "TP": 0, + "n_pred": 8094, + "n_ref": 45431 + }, + "14": { + "Dice": 0.07626828754867909, + "FN": 48343, + "FP": 92079, + "IoU": 0.039646010436400196, + "TN": 99509581, + "TP": 5797, + "n_pred": 97876, + "n_ref": 54140 + }, + "15": { + "Dice": 0.02607476465339864, + "FN": 37231, + "FP": 16256, + "IoU": 0.013209600944597163, + "TN": 99601597, + "TP": 716, + "n_pred": 16972, + "n_ref": 37947 + }, + "2": { + "Dice": 0.13900154204623422, + "FN": 104521, + "FP": 22224, + "IoU": 0.07469191683214578, + "TN": 99518824, + "TP": 10231, + "n_pred": 32455, + "n_ref": 114752 + }, + "3": { + "Dice": 0.021826316765578634, + "FN": 121926, + "FP": 46852, + "IoU": 0.01103356947398644, + "TN": 99485139, + "TP": 1883, + "n_pred": 48735, + "n_ref": 123809 + }, + "4": { + "Dice": 0.28383225176191473, + "FN": 8737, + "FP": 42580, + "IoU": 0.16538724262433724, + "TN": 99594314, + "TP": 10169, + "n_pred": 52749, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 130, + "IoU": 0.0, + "TN": 99648704, + "TP": 0, + "n_pred": 130, + "n_ref": 6966 + }, + "6": { + "Dice": 0.6637376739306207, + "FN": 588621, + "FP": 187000, + "IoU": 0.4967121058355417, + "TN": 98114692, + "TP": 765487, + "n_pred": 952487, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.2998379586897217, + "FN": 130428, + "FP": 40247, + "IoU": 0.17635845960814595, + "TN": 99448580, + "TP": 36545, + "n_pred": 76792, + "n_ref": 166973 + }, + "8": { + "Dice": 0.47127337352736026, + "FN": 51599, + "FP": 59073, + "IoU": 0.3082783836994906, + "TN": 99495805, + "TP": 49323, + "n_pred": 108396, + "n_ref": 100922 + }, + "9": { + "Dice": 0.0, + "FN": 95534, + "FP": 0, + "IoU": 0.0, + "TN": 99560266, + "TP": 0, + "n_pred": 0, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30780912020482937, + "FN": 342326, + "FP": 128080, + "IoU": 0.1818997631296109, + "TN": 62508522, + "TP": 104592, + "n_pred": 232672, + "n_ref": 446918 + }, + "10": { + "Dice": 0.1265667920869786, + "FN": 65362, + "FP": 10314, + "IoU": 0.06755874271491763, + "TN": 63002361, + "TP": 5483, + "n_pred": 15797, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 35, + "IoU": 0.0, + "TN": 63079940, + "TP": 0, + "n_pred": 35, + "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": 0.0, + "FN": 45655, + "FP": 3327, + "IoU": 0.0, + "TN": 63034538, + "TP": 0, + "n_pred": 3327, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 63083387, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 63083467, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "2": { + "Dice": 0.05176346239430352, + "FN": 120250, + "FP": 16114, + "IoU": 0.026569393087103637, + "TN": 62943434, + "TP": 3722, + "n_pred": 19836, + "n_ref": 123972 + }, + "3": { + "Dice": 0.42181296369430016, + "FN": 57629, + "FP": 134162, + "IoU": 0.2672769158475039, + "TN": 62821769, + "TP": 69960, + "n_pred": 204122, + "n_ref": 127589 + }, + "4": { + "Dice": 0.007763443315446969, + "FN": 17893, + "FP": 16871, + "IoU": 0.0038968481375358166, + "TN": 63048620, + "TP": 136, + "n_pred": 17007, + "n_ref": 18029 + }, + "5": { + "Dice": 0.008735110606920022, + "FN": 16877, + "FP": 599, + "IoU": 0.004386714521734177, + "TN": 63065967, + "TP": 77, + "n_pred": 676, + "n_ref": 16954 + }, + "6": { + "Dice": 0.48287348210843356, + "FN": 649982, + "FP": 377446, + "IoU": 0.31828161752752776, + "TN": 61576405, + "TP": 479687, + "n_pred": 857133, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.1921849450239639, + "FN": 139615, + "FP": 3651, + "IoU": 0.10630785737455398, + "TN": 62923212, + "TP": 17042, + "n_pred": 20693, + "n_ref": 156657 + }, + "8": { + "Dice": 0.576227570271328, + "FN": 58217, + "FP": 20828, + "IoU": 0.4047188709653126, + "TN": 62950734, + "TP": 53741, + "n_pred": 74569, + "n_ref": 111958 + }, + "9": { + "Dice": 0.0, + "FN": 42889, + "FP": 2260, + "IoU": 0.0, + "TN": 63038371, + "TP": 0, + "n_pred": 2260, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.433902936675654, + "FN": 193401, + "FP": 117341, + "IoU": 0.27706005383511195, + "TN": 109178987, + "TP": 119089, + "n_pred": 236430, + "n_ref": 312490 + }, + "10": { + "Dice": 0.10237677866677113, + "FN": 82701, + "FP": 8958, + "IoU": 0.0539500030964226, + "TN": 109511932, + "TP": 5227, + "n_pred": 14185, + "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": 0.0, + "FN": 4081, + "FP": 3, + "IoU": 0.0, + "TN": 109604734, + "TP": 0, + "n_pred": 3, + "n_ref": 4081 + }, + "13": { + "Dice": 0.000278732695345164, + "FN": 80767, + "FP": 5313, + "IoU": 0.00013938577335873253, + "TN": 109522726, + "TP": 12, + "n_pred": 5325, + "n_ref": 80779 + }, + "14": { + "Dice": 0.07865969439402924, + "FN": 90350, + "FP": 63465, + "IoU": 0.04094001159738373, + "TN": 109448437, + "TP": 6566, + "n_pred": 70031, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5539689163469074, + "FN": 49113, + "FP": 38533, + "IoU": 0.3830961330011121, + "TN": 109466744, + "TP": 54428, + "n_pred": 92961, + "n_ref": 103541 + }, + "2": { + "Dice": 0.11524084413740891, + "FN": 199448, + "FP": 24934, + "IoU": 0.06114353856775246, + "TN": 109369823, + "TP": 14613, + "n_pred": 39547, + "n_ref": 214061 + }, + "3": { + "Dice": 0.20821538619263782, + "FN": 209130, + "FP": 68902, + "IoU": 0.1162055888794586, + "TN": 109294229, + "TP": 36557, + "n_pred": 105459, + "n_ref": 245687 + }, + "4": { + "Dice": 0.015485487353074442, + "FN": 49709, + "FP": 24167, + "IoU": 0.007803161556334528, + "TN": 109534361, + "TP": 581, + "n_pred": 24748, + "n_ref": 50290 + }, + "5": { + "Dice": 0.19499625966253845, + "FN": 9379, + "FP": 306, + "IoU": 0.10803094492540062, + "TN": 109597960, + "TP": 1173, + "n_pred": 1479, + "n_ref": 10552 + }, + "6": { + "Dice": 0.5463233024394457, + "FN": 611549, + "FP": 449589, + "IoU": 0.3758217376368778, + "TN": 107908762, + "TP": 638918, + "n_pred": 1088507, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.0677842186616162, + "FN": 1154948, + "FP": 28334, + "IoU": 0.0350810811692389, + "TN": 108382516, + "TP": 43020, + "n_pred": 71354, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.3755072509358583, + "FN": 41670, + "FP": 117146, + "IoU": 0.23115354079123177, + "TN": 109402254, + "TP": 47748, + "n_pred": 164894, + "n_ref": 89418 + }, + "9": { + "Dice": 0.009123399364235556, + "FN": 54947, + "FP": 226, + "IoU": 0.0045826041459938295, + "TN": 109553391, + "TP": 254, + "n_pred": 480, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2255328902131561, + "FN": 42048, + "FP": 72838, + "IoU": 0.12709894084215964, + "TN": 66935738, + "TP": 16728, + "n_pred": 89566, + "n_ref": 58776 + }, + "10": { + "Dice": 0.03603663687697301, + "FN": 77175, + "FP": 9547, + "IoU": 0.018348935399522315, + "TN": 66979009, + "TP": 1621, + "n_pred": 11168, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 2025, + "IoU": 0.0, + "TN": 67027116, + "TP": 0, + "n_pred": 2025, + "n_ref": 38211 + }, + "14": { + "Dice": 0.3114124898387578, + "FN": 60344, + "FP": 6575, + "IoU": 0.18442188395022607, + "TN": 66985301, + "TP": 15132, + "n_pred": 21707, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 27331, + "IoU": 0.0, + "TN": 67008659, + "TP": 0, + "n_pred": 27331, + "n_ref": 31362 + }, + "2": { + "Dice": 0.000556275397024605, + "FN": 145997, + "FP": 1330, + "IoU": 0.00027821508061451604, + "TN": 66919984, + "TP": 41, + "n_pred": 1371, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6078411850278501, + "FN": 50479, + "FP": 91317, + "IoU": 0.43661770373519493, + "TN": 66815665, + "TP": 109891, + "n_pred": 201208, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1527, + "IoU": 0.0, + "TN": 67052786, + "TP": 0, + "n_pred": 1527, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 121, + "IoU": 0.0, + "TN": 67058310, + "TP": 0, + "n_pred": 121, + "n_ref": 8921 + }, + "6": { + "Dice": 0.44424701707493636, + "FN": 728834, + "FP": 149438, + "IoU": 0.2855511266574473, + "TN": 65838052, + "TP": 351028, + "n_pred": 500466, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.03995680917169942, + "FN": 344061, + "FP": 18699, + "IoU": 0.02038567790682916, + "TN": 66697043, + "TP": 7549, + "n_pred": 26248, + "n_ref": 351610 + }, + "8": { + "Dice": 0.6176612744425284, + "FN": 33958, + "FP": 30117, + "IoU": 0.44682338924812876, + "TN": 66951521, + "TP": 51756, + "n_pred": 81873, + "n_ref": 85714 + }, + "9": { + "Dice": 0.0, + "FN": 77344, + "FP": 348, + "IoU": 0.0, + "TN": 66989660, + "TP": 0, + "n_pred": 348, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43581031834135076, + "FN": 121918, + "FP": 29027, + "IoU": 0.27861730802316914, + "TN": 74310036, + "TP": 58299, + "n_pred": 87326, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 5217, + "IoU": 0.0, + "TN": 74457914, + "TP": 0, + "n_pred": 5217, + "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": 37, + "IoU": 0.0, + "TN": 74517042, + "TP": 0, + "n_pred": 37, + "n_ref": 2201 + }, + "13": { + "Dice": 0.04627804971076219, + "FN": 41798, + "FP": 3211, + "IoU": 0.023687121754408798, + "TN": 74473179, + "TP": 1092, + "n_pred": 4303, + "n_ref": 42890 + }, + "14": { + "Dice": 0.44174350377200333, + "FN": 20331, + "FP": 8973, + "IoU": 0.28348574502420654, + "TN": 74478382, + "TP": 11594, + "n_pred": 20567, + "n_ref": 31925 + }, + "15": { + "Dice": 0.23023973415618323, + "FN": 25509, + "FP": 6921, + "IoU": 0.13009656652360516, + "TN": 74482000, + "TP": 4850, + "n_pred": 11771, + "n_ref": 30359 + }, + "2": { + "Dice": 0.016350604748394802, + "FN": 139594, + "FP": 18506, + "IoU": 0.008242688847905454, + "TN": 74359866, + "TP": 1314, + "n_pred": 19820, + "n_ref": 140908 + }, + "3": { + "Dice": 0.3947200523276699, + "FN": 82019, + "FP": 143771, + "IoU": 0.24588860833901113, + "TN": 74219868, + "TP": 73622, + "n_pred": 217393, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 9054, + "IoU": 0.0, + "TN": 74496948, + "TP": 0, + "n_pred": 9054, + "n_ref": 13278 + }, + "5": { + "Dice": 0.05215223851979676, + "FN": 9882, + "FP": 5, + "IoU": 0.026774288807953538, + "TN": 74509121, + "TP": 272, + "n_pred": 277, + "n_ref": 10154 + }, + "6": { + "Dice": 0.4272978460177735, + "FN": 1138288, + "FP": 115286, + "IoU": 0.27169661142500257, + "TN": 72798055, + "TP": 467651, + "n_pred": 582937, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.039875145900782186, + "FN": 163416, + "FP": 18375, + "IoU": 0.02034316631279437, + "TN": 74333714, + "TP": 3775, + "n_pred": 22150, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6685000431624512, + "FN": 10171, + "FP": 43591, + "IoU": 0.502065388533852, + "TN": 74411310, + "TP": 54208, + "n_pred": 97799, + "n_ref": 64379 + }, + "9": { + "Dice": 0.0, + "FN": 92858, + "FP": 54, + "IoU": 0.0, + "TN": 74426368, + "TP": 0, + "n_pred": 54, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5524567694936258, + "FN": 135801, + "FP": 102565, + "IoU": 0.381651309508986, + "TN": 65665692, + "TP": 147122, + "n_pred": 249687, + "n_ref": 282923 + }, + "10": { + "Dice": 0.09021946118065745, + "FN": 79198, + "FP": 8231, + "IoU": 0.04724074800575389, + "TN": 65959416, + "TP": 4335, + "n_pred": 12566, + "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": 0.0, + "FN": 3026, + "FP": 58, + "IoU": 0.0, + "TN": 66048096, + "TP": 0, + "n_pred": 58, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0, + "FN": 47626, + "FP": 261, + "IoU": 0.0, + "TN": 66003293, + "TP": 0, + "n_pred": 261, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7442296077796353, + "FN": 16156, + "FP": 13065, + "IoU": 0.5926478378453732, + "TN": 65979446, + "TP": 42513, + "n_pred": 55578, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5919741720685046, + "FN": 12861, + "FP": 3316, + "IoU": 0.4204284895385497, + "TN": 66023268, + "TP": 11735, + "n_pred": 15051, + "n_ref": 24596 + }, + "2": { + "Dice": 0.293527189421647, + "FN": 114736, + "FP": 25886, + "IoU": 0.17200812553360614, + "TN": 65881345, + "TP": 29213, + "n_pred": 55099, + "n_ref": 143949 + }, + "3": { + "Dice": 0.0692045771699693, + "FN": 150628, + "FP": 16124, + "IoU": 0.035842521870356345, + "TN": 65878229, + "TP": 6199, + "n_pred": 22323, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5588994239078252, + "FN": 10901, + "FP": 18501, + "IoU": 0.3878281871369381, + "TN": 66003151, + "TP": 18627, + "n_pred": 37128, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0891866028708134, + "FN": 9513, + "FP": 5, + "IoU": 0.04667467948717949, + "TN": 66041196, + "TP": 466, + "n_pred": 471, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6897428824704844, + "FN": 368331, + "FP": 221057, + "IoU": 0.5264179627361932, + "TN": 64806648, + "TP": 655144, + "n_pred": 876201, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.050975619191591555, + "FN": 950837, + "FP": 5902, + "IoU": 0.02615442869444665, + "TN": 65068746, + "TP": 25695, + "n_pred": 31597, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6082549622333192, + "FN": 28069, + "FP": 40495, + "IoU": 0.4370448219520005, + "TN": 65929387, + "TP": 53229, + "n_pred": 93724, + "n_ref": 81298 + }, + "9": { + "Dice": 0.0, + "FN": 70085, + "FP": 2197, + "IoU": 0.0, + "TN": 65978898, + "TP": 0, + "n_pred": 2197, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6375899168463964, + "FN": 51360, + "FP": 64920, + "IoU": 0.46798678659992865, + "TN": 113253974, + "TP": 102286, + "n_pred": 167206, + "n_ref": 153646 + }, + "10": { + "Dice": 0.2339513192625901, + "FN": 69354, + "FP": 4071, + "IoU": 0.13247161406949678, + "TN": 113387903, + "TP": 11212, + "n_pred": 15283, + "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": 24, + "IoU": 0.0, + "TN": 113468433, + "TP": 0, + "n_pred": 24, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0006385696040868455, + "FN": 76848, + "FP": 10792, + "IoU": 0.00031938677738741617, + "TN": 113384872, + "TP": 28, + "n_pred": 10820, + "n_ref": 76876 + }, + "14": { + "Dice": 0.604210063267392, + "FN": 146845, + "FP": 6110, + "IoU": 0.432880369292375, + "TN": 113202835, + "TP": 116750, + "n_pred": 122860, + "n_ref": 263595 + }, + "15": { + "Dice": 0.17868400315208827, + "FN": 19162, + "FP": 5852, + "IoU": 0.09810708491076257, + "TN": 113444805, + "TP": 2721, + "n_pred": 8573, + "n_ref": 21883 + }, + "2": { + "Dice": 0.16324556040072297, + "FN": 114940, + "FP": 9595, + "IoU": 0.08887718297081568, + "TN": 113335857, + "TP": 12148, + "n_pred": 21743, + "n_ref": 127088 + }, + "3": { + "Dice": 0.37236458214013785, + "FN": 65037, + "FP": 121259, + "IoU": 0.22877640659217832, + "TN": 113230981, + "TP": 55263, + "n_pred": 176522, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7682333304049899, + "FN": 9230, + "FP": 3961, + "IoU": 0.6236841354520298, + "TN": 113437487, + "TP": 21862, + "n_pred": 25823, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0008501335924216663, + "FN": 32812, + "FP": 96, + "IoU": 0.00042524755482655977, + "TN": 113439618, + "TP": 14, + "n_pred": 110, + "n_ref": 32826 + }, + "6": { + "Dice": 0.695050387757641, + "FN": 473236, + "FP": 115024, + "IoU": 0.5326262265125332, + "TN": 112213890, + "TP": 670390, + "n_pred": 785414, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.23397145932524616, + "FN": 182593, + "FP": 49411, + "IoU": 0.13248452895096005, + "TN": 113205105, + "TP": 35431, + "n_pred": 84842, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5483257850951576, + "FN": 115477, + "FP": 47782, + "IoU": 0.37771958712589, + "TN": 113210184, + "TP": 99097, + "n_pred": 146879, + "n_ref": 214574 + }, + "9": { + "Dice": 0.013255404233899159, + "FN": 105528, + "FP": 327, + "IoU": 0.0066719216260345705, + "TN": 113365974, + "TP": 711, + "n_pred": 1038, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21719132668299385, + "FN": 90828, + "FP": 171272, + "IoU": 0.12182537023386719, + "TN": 74898268, + "TP": 36360, + "n_pred": 207632, + "n_ref": 127188 + }, + "10": { + "Dice": 1.57254957462534e-05, + "FN": 100054, + "FP": 27126, + "IoU": 7.862809696416918e-06, + "TN": 75069547, + "TP": 1, + "n_pred": 27127, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 4884, + "IoU": 0.0, + "TN": 75136584, + "TP": 0, + "n_pred": 4884, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7307953385915049, + "FN": 49620, + "FP": 11851, + "IoU": 0.5757899894415038, + "TN": 75051821, + "TP": 83436, + "n_pred": 95287, + "n_ref": 133056 + }, + "15": { + "Dice": 0.25661817314571905, + "FN": 61438, + "FP": 10253, + "IoU": 0.14719562243502052, + "TN": 75112663, + "TP": 12374, + "n_pred": 22627, + "n_ref": 73812 + }, + "2": { + "Dice": 0.21106496170601263, + "FN": 127586, + "FP": 12405, + "IoU": 0.11798358083885153, + "TN": 75038011, + "TP": 18726, + "n_pred": 31131, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4580490430236336, + "FN": 55173, + "FP": 163340, + "IoU": 0.29705811391163084, + "TN": 74885873, + "TP": 92342, + "n_pred": 255682, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5765446674537583, + "FN": 5918, + "FP": 22058, + "IoU": 0.4050317943046724, + "TN": 75149707, + "TP": 19045, + "n_pred": 41103, + "n_ref": 24963 + }, + "5": { + "Dice": 0.005695055656225731, + "FN": 7679, + "FP": 3, + "IoU": 0.0028556593977154725, + "TN": 75189024, + "TP": 22, + "n_pred": 25, + "n_ref": 7701 + }, + "6": { + "Dice": 0.6511007734877232, + "FN": 522845, + "FP": 263465, + "IoU": 0.4826904491384534, + "TN": 73676729, + "TP": 733689, + "n_pred": 997154, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.16147728551599955, + "FN": 134596, + "FP": 44224, + "IoU": 0.08782991052755078, + "TN": 75000690, + "TP": 17218, + "n_pred": 61442, + "n_ref": 151814 + }, + "8": { + "Dice": 0.45752589622159745, + "FN": 42182, + "FP": 58735, + "IoU": 0.29661820260116817, + "TN": 75053254, + "TP": 42557, + "n_pred": 101292, + "n_ref": 84739 + }, + "9": { + "Dice": 0.0, + "FN": 77233, + "FP": 0, + "IoU": 0.0, + "TN": 75119495, + "TP": 0, + "n_pred": 0, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49518842484223785, + "FN": 107324, + "FP": 113944, + "IoU": 0.3290700530332663, + "TN": 86598079, + "TP": 108525, + "n_pred": 222469, + "n_ref": 215849 + }, + "10": { + "Dice": 0.20463374918261895, + "FN": 60848, + "FP": 1185, + "IoU": 0.11397883250253524, + "TN": 86857859, + "TP": 7980, + "n_pred": 9165, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 27, + "IoU": 0.0, + "TN": 86925255, + "TP": 0, + "n_pred": 27, + "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": 6.635920236238761e-05, + "FN": 55359, + "FP": 4915, + "IoU": 3.3180702103656515e-05, + "TN": 86867596, + "TP": 2, + "n_pred": 4917, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5591806125137657, + "FN": 41895, + "FP": 23352, + "IoU": 0.38809903404295226, + "TN": 86821242, + "TP": 41383, + "n_pred": 64735, + "n_ref": 83278 + }, + "15": { + "Dice": 0.24924700816613604, + "FN": 139441, + "FP": 392, + "IoU": 0.14236560458769051, + "TN": 86764827, + "TP": 23212, + "n_pred": 23604, + "n_ref": 162653 + }, + "2": { + "Dice": 0.11837929485414524, + "FN": 116050, + "FP": 5626, + "IoU": 0.06291347375717202, + "TN": 86798027, + "TP": 8169, + "n_pred": 13795, + "n_ref": 124219 + }, + "3": { + "Dice": 0.01091279733218112, + "FN": 169366, + "FP": 9186, + "IoU": 0.005486334293209756, + "TN": 86748335, + "TP": 985, + "n_pred": 10171, + "n_ref": 170351 + }, + "4": { + "Dice": 0.42449626044874617, + "FN": 4461, + "FP": 28242, + "IoU": 0.26943526047716915, + "TN": 86883108, + "TP": 12061, + "n_pred": 40303, + "n_ref": 16522 + }, + "5": { + "Dice": 0.12763113932509187, + "FN": 5091, + "FP": 131, + "IoU": 0.0681655960028551, + "TN": 86922268, + "TP": 382, + "n_pred": 513, + "n_ref": 5473 + }, + "6": { + "Dice": 0.6210319949354237, + "FN": 535700, + "FP": 243700, + "IoU": 0.45035997402009426, + "TN": 85509853, + "TP": 638619, + "n_pred": 882319, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.045765637636811476, + "FN": 998365, + "FP": 37569, + "IoU": 0.023418704797242774, + "TN": 85867096, + "TP": 24842, + "n_pred": 62411, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.5104063429137761, + "FN": 13188, + "FP": 65852, + "IoU": 0.3426480372588157, + "TN": 86807632, + "TP": 41200, + "n_pred": 107052, + "n_ref": 54388 + }, + "9": { + "Dice": 0.09419841314501154, + "FN": 48249, + "FP": 42, + "IoU": 0.049427187905987956, + "TN": 86877070, + "TP": 2511, + "n_pred": 2553, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2876655278538555, + "FN": 47710, + "FP": 154120, + "IoU": 0.16799610854841435, + "TN": 37507017, + "TP": 40753, + "n_pred": 194873, + "n_ref": 88463 + }, + "10": { + "Dice": 0.015180327335966323, + "FN": 58777, + "FP": 1816, + "IoU": 0.007648214870619063, + "TN": 37688540, + "TP": 467, + "n_pred": 2283, + "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": 32, + "IoU": 0.0, + "TN": 37746651, + "TP": 0, + "n_pred": 32, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 4828, + "IoU": 0.0, + "TN": 37699887, + "TP": 0, + "n_pred": 4828, + "n_ref": 44885 + }, + "14": { + "Dice": 0.27136101698160164, + "FN": 71926, + "FP": 80310, + "IoU": 0.15697957737119567, + "TN": 37569016, + "TP": 28348, + "n_pred": 108658, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18002, + "IoU": 0.0, + "TN": 37731598, + "TP": 0, + "n_pred": 18002, + "n_ref": 0 + }, + "2": { + "Dice": 0.028760336599759573, + "FN": 98653, + "FP": 7993, + "IoU": 0.01458997458997459, + "TN": 37641375, + "TP": 1579, + "n_pred": 9572, + "n_ref": 100232 + }, + "3": { + "Dice": 0.1313491961978826, + "FN": 70728, + "FP": 166967, + "IoU": 0.07029092644309372, + "TN": 37493934, + "TP": 17971, + "n_pred": 184938, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 7439, + "IoU": 0.0, + "TN": 37730467, + "TP": 0, + "n_pred": 7439, + "n_ref": 11694 + }, + "5": { + "Dice": 0.12613575628006413, + "FN": 9341, + "FP": 469, + "IoU": 0.06731317741015402, + "TN": 37739082, + "TP": 708, + "n_pred": 1177, + "n_ref": 10049 + }, + "6": { + "Dice": 0.3701602780300656, + "FN": 533443, + "FP": 178063, + "IoU": 0.2271145273000617, + "TN": 36829016, + "TP": 209078, + "n_pred": 387141, + "n_ref": 742521 + }, + "7": { + "Dice": 0.051539590883443606, + "FN": 336109, + "FP": 1762, + "IoU": 0.026451443735935064, + "TN": 37402549, + "TP": 9180, + "n_pred": 10942, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5748696327526905, + "FN": 26273, + "FP": 50361, + "IoU": 0.403380382570243, + "TN": 37621153, + "TP": 51813, + "n_pred": 102174, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 1907, + "IoU": 0.0, + "TN": 37692922, + "TP": 0, + "n_pred": 1907, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5540507672894067, + "FN": 101211, + "FP": 54638, + "IoU": 0.38317442601409785, + "TN": 75654025, + "TP": 96814, + "n_pred": 151452, + "n_ref": 198025 + }, + "10": { + "Dice": 0.17573349167922775, + "FN": 102569, + "FP": 5705, + "IoU": 0.09633104092942511, + "TN": 75786872, + "TP": 11542, + "n_pred": 17247, + "n_ref": 114111 + }, + "11": { + "Dice": 0.10416666666666667, + "FN": 4102, + "FP": 26, + "IoU": 0.054945054945054944, + "TN": 75902320, + "TP": 240, + "n_pred": 266, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 46, + "IoU": 0.0, + "TN": 75902058, + "TP": 0, + "n_pred": 46, + "n_ref": 4584 + }, + "13": { + "Dice": 0.0, + "FN": 41501, + "FP": 6131, + "IoU": 0.0, + "TN": 75859056, + "TP": 0, + "n_pred": 6131, + "n_ref": 41501 + }, + "14": { + "Dice": 0.6034016361003637, + "FN": 58881, + "FP": 26300, + "IoU": 0.43205094012535006, + "TN": 75756708, + "TP": 64799, + "n_pred": 91099, + "n_ref": 123680 + }, + "15": { + "Dice": 0.37388328515530767, + "FN": 141547, + "FP": 11588, + "IoU": 0.2299240157500113, + "TN": 75707831, + "TP": 45722, + "n_pred": 57310, + "n_ref": 187269 + }, + "2": { + "Dice": 0.27105962882104445, + "FN": 157390, + "FP": 32593, + "IoU": 0.1567778931763912, + "TN": 75681382, + "TP": 35323, + "n_pred": 67916, + "n_ref": 192713 + }, + "3": { + "Dice": 0.058986974219020494, + "FN": 241099, + "FP": 82330, + "IoU": 0.030389787928026237, + "TN": 75573122, + "TP": 10137, + "n_pred": 92467, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5307051860768383, + "FN": 3724, + "FP": 43060, + "IoU": 0.3611972090609938, + "TN": 75833451, + "TP": 26453, + "n_pred": 69513, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6294263687442833, + "FN": 4812, + "FP": 860, + "IoU": 0.4592430164934693, + "TN": 75896199, + "TP": 4817, + "n_pred": 5677, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7253034106223687, + "FN": 708615, + "FP": 47589, + "IoU": 0.5690008247189999, + "TN": 74152151, + "TP": 998333, + "n_pred": 1045922, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.03045934827509687, + "FN": 269273, + "FP": 14720, + "IoU": 0.015465204157335311, + "TN": 75618234, + "TP": 4461, + "n_pred": 19181, + "n_ref": 273734 + }, + "8": { + "Dice": 0.5969669611573268, + "FN": 36204, + "FP": 38794, + "IoU": 0.42548318152917475, + "TN": 75776147, + "TP": 55543, + "n_pred": 94337, + "n_ref": 91747 + }, + "9": { + "Dice": 0.0011224060303814906, + "FN": 77702, + "FP": 613, + "IoU": 0.0005615181408644827, + "TN": 75828329, + "TP": 44, + "n_pred": 657, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3440725404155005, + "FN": 56078, + "FP": 92504, + "IoU": 0.20778237502132743, + "TN": 61200198, + "TP": 38970, + "n_pred": 131474, + "n_ref": 95048 + }, + "10": { + "Dice": 0.3166505860858498, + "FN": 62628, + "FP": 3948, + "IoU": 0.1881074621041207, + "TN": 61305749, + "TP": 15425, + "n_pred": 19373, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 77, + "IoU": 0.0, + "TN": 61384331, + "TP": 0, + "n_pred": 77, + "n_ref": 3342 + }, + "12": { + "Dice": 0.08215451577801959, + "FN": 3218, + "FP": 156, + "IoU": 0.04283687943262411, + "TN": 61384225, + "TP": 151, + "n_pred": 307, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 3647, + "IoU": 0.0, + "TN": 61344648, + "TP": 0, + "n_pred": 3647, + "n_ref": 39455 + }, + "14": { + "Dice": 0.4641237001481114, + "FN": 36534, + "FP": 32571, + "IoU": 0.30218820369379285, + "TN": 61288719, + "TP": 29926, + "n_pred": 62497, + "n_ref": 66460 + }, + "15": { + "Dice": 0.39591933225436887, + "FN": 31845, + "FP": 1374, + "IoU": 0.2468200884253486, + "TN": 61343645, + "TP": 10886, + "n_pred": 12260, + "n_ref": 42731 + }, + "2": { + "Dice": 0.13326915054074004, + "FN": 122782, + "FP": 12259, + "IoU": 0.07139173308211218, + "TN": 61242327, + "TP": 10382, + "n_pred": 22641, + "n_ref": 133164 + }, + "3": { + "Dice": 0.4633826654619956, + "FN": 60792, + "FP": 107884, + "IoU": 0.3015602226050086, + "TN": 61146246, + "TP": 72828, + "n_pred": 180712, + "n_ref": 133620 + }, + "4": { + "Dice": 0.2779166544128459, + "FN": 14251, + "FP": 10302, + "IoU": 0.16138397431518547, + "TN": 61358472, + "TP": 4725, + "n_pred": 15027, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 18, + "IoU": 0.0, + "TN": 61360037, + "TP": 0, + "n_pred": 18, + "n_ref": 27695 + }, + "6": { + "Dice": 0.6051180563693979, + "FN": 470601, + "FP": 213406, + "IoU": 0.4338130973252081, + "TN": 60179656, + "TP": 524087, + "n_pred": 737493, + "n_ref": 994688 + }, + "7": { + "Dice": 0.16436537664775466, + "FN": 160696, + "FP": 36960, + "IoU": 0.08954144498952071, + "TN": 61170655, + "TP": 19439, + "n_pred": 56399, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5424690464865234, + "FN": 151085, + "FP": 9550, + "IoU": 0.3721835513536541, + "TN": 61131887, + "TP": 95228, + "n_pred": 104778, + "n_ref": 246313 + }, + "9": { + "Dice": 0.1038704769150302, + "FN": 75348, + "FP": 38, + "IoU": 0.05478026456021566, + "TN": 61307995, + "TP": 4369, + "n_pred": 4407, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.53885566279543, + "FN": 85549, + "FP": 85548, + "IoU": 0.3687901660874634, + "TN": 39477738, + "TP": 99965, + "n_pred": 185513, + "n_ref": 185514 + }, + "10": { + "Dice": 0.19746508181732195, + "FN": 45569, + "FP": 5339, + "IoU": 0.10954854734043483, + "TN": 39691629, + "TP": 6263, + "n_pred": 11602, + "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": 518, + "IoU": 0.0, + "TN": 39704471, + "TP": 0, + "n_pred": 518, + "n_ref": 43811 + }, + "14": { + "Dice": 0.1624005691004333, + "FN": 27055, + "FP": 37704, + "IoU": 0.08837647986260681, + "TN": 39677763, + "TP": 6278, + "n_pred": 43982, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5849083441494941, + "FN": 18819, + "FP": 27873, + "IoU": 0.4133360137707472, + "TN": 39669211, + "TP": 32897, + "n_pred": 60770, + "n_ref": 51716 + }, + "2": { + "Dice": 0.17979047947965232, + "FN": 105353, + "FP": 8643, + "IoU": 0.09877460668827576, + "TN": 39622310, + "TP": 12494, + "n_pred": 21137, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6163667461636675, + "FN": 19138, + "FP": 124187, + "IoU": 0.4454697402326067, + "TN": 39490338, + "TP": 115137, + "n_pred": 239324, + "n_ref": 134275 + }, + "4": { + "Dice": 0.3694159581616852, + "FN": 17451, + "FP": 4132, + "IoU": 0.22655438093531624, + "TN": 39720895, + "TP": 6322, + "n_pred": 10454, + "n_ref": 23773 + }, + "5": { + "Dice": 0.19934640522875818, + "FN": 5792, + "FP": 88, + "IoU": 0.11070780399274047, + "TN": 39742188, + "TP": 732, + "n_pred": 820, + "n_ref": 6524 + }, + "6": { + "Dice": 0.6771175360538527, + "FN": 413964, + "FP": 76241, + "IoU": 0.511850111032553, + "TN": 38744590, + "TP": 514005, + "n_pred": 590246, + "n_ref": 927969 + }, + "7": { + "Dice": 0.004747989762398984, + "FN": 730313, + "FP": 10468, + "IoU": 0.0023796441442169394, + "TN": 39006252, + "TP": 1767, + "n_pred": 12235, + "n_ref": 732080 + }, + "8": { + "Dice": 0.523458080846293, + "FN": 11482, + "FP": 57801, + "IoU": 0.35451623421996553, + "TN": 39641465, + "TP": 38052, + "n_pred": 95853, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0, + "FN": 41629, + "FP": 339, + "IoU": 0.0, + "TN": 39706832, + "TP": 0, + "n_pred": 339, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4085285267992111, + "FN": 26014, + "FP": 179407, + "IoU": 0.25669861739813216, + "TN": 101120245, + "TP": 70942, + "n_pred": 250349, + "n_ref": 96956 + }, + "10": { + "Dice": 0.12704903332257256, + "FN": 75307, + "FP": 22041, + "IoU": 0.06783361421786425, + "TN": 101292176, + "TP": 7084, + "n_pred": 29125, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 12207, + "IoU": 0.0, + "TN": 101334456, + "TP": 0, + "n_pred": 12207, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7573661557582242, + "FN": 68310, + "FP": 409, + "IoU": 0.609484571233733, + "TN": 101220638, + "TP": 107251, + "n_pred": 107660, + "n_ref": 175561 + }, + "15": { + "Dice": 0.03891830018600658, + "FN": 26330, + "FP": 538, + "IoU": 0.019845323216109732, + "TN": 101369196, + "TP": 544, + "n_pred": 1082, + "n_ref": 26874 + }, + "2": { + "Dice": 0.23520094553143933, + "FN": 152486, + "FP": 37757, + "IoU": 0.1332734992892809, + "TN": 101177112, + "TP": 29253, + "n_pred": 67010, + "n_ref": 181739 + }, + "3": { + "Dice": 0.1709151792387957, + "FN": 138593, + "FP": 138711, + "IoU": 0.09344300346206279, + "TN": 101090721, + "TP": 28583, + "n_pred": 167294, + "n_ref": 167176 + }, + "4": { + "Dice": 0.19514695369508625, + "FN": 2912, + "FP": 56759, + "IoU": 0.10812345863537852, + "TN": 101329703, + "TP": 7234, + "n_pred": 63993, + "n_ref": 10146 + }, + "5": { + "Dice": 0.11972617371461863, + "FN": 36050, + "FP": 212, + "IoU": 0.06367486056599876, + "TN": 101357880, + "TP": 2466, + "n_pred": 2678, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5698449325797837, + "FN": 904216, + "FP": 494262, + "IoU": 0.398449752450759, + "TN": 99071818, + "TP": 926312, + "n_pred": 1420574, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.03793223586795575, + "FN": 451438, + "FP": 34564, + "IoU": 0.019332785830022417, + "TN": 100901025, + "TP": 9581, + "n_pred": 44145, + "n_ref": 461019 + }, + "8": { + "Dice": 0.38678524229356415, + "FN": 180064, + "FP": 59825, + "IoU": 0.2397605405268362, + "TN": 101081064, + "TP": 75655, + "n_pred": 135480, + "n_ref": 255719 + }, + "9": { + "Dice": 0.0, + "FN": 86619, + "FP": 0, + "IoU": 0.0, + "TN": 101309989, + "TP": 0, + "n_pred": 0, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5293803284143446, + "FN": 111994, + "FP": 74698, + "IoU": 0.3599709283390414, + "TN": 73591811, + "TP": 105001, + "n_pred": 179699, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 36155, + "IoU": 0.0, + "TN": 73771508, + "TP": 0, + "n_pred": 36155, + "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": 1324, + "IoU": 0.0, + "TN": 73820941, + "TP": 0, + "n_pred": 1324, + "n_ref": 61239 + }, + "14": { + "Dice": 0.4158940058573018, + "FN": 68622, + "FP": 22724, + "IoU": 0.26254177901926273, + "TN": 73759638, + "TP": 32520, + "n_pred": 55244, + "n_ref": 101142 + }, + "15": { + "Dice": 0.16846002363135093, + "FN": 200789, + "FP": 10339, + "IoU": 0.0919772572834324, + "TN": 73650990, + "TP": 21386, + "n_pred": 31725, + "n_ref": 222175 + }, + "2": { + "Dice": 0.025774812240722558, + "FN": 188543, + "FP": 974, + "IoU": 0.013055659709203016, + "TN": 73691480, + "TP": 2507, + "n_pred": 3481, + "n_ref": 191050 + }, + "3": { + "Dice": 0.04621416245345282, + "FN": 181425, + "FP": 70611, + "IoU": 0.023653647992190344, + "TN": 73625362, + "TP": 6106, + "n_pred": 76717, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 38568, + "IoU": 0.0, + "TN": 73797048, + "TP": 0, + "n_pred": 38568, + "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": 0.32130870425255287, + "FN": 1269092, + "FP": 556912, + "IoU": 0.19140428324523379, + "TN": 71625263, + "TP": 432237, + "n_pred": 989149, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.07680555363233957, + "FN": 164279, + "FP": 35732, + "IoU": 0.03993644728820963, + "TN": 73675173, + "TP": 8320, + "n_pred": 44052, + "n_ref": 172599 + }, + "8": { + "Dice": 0.36166279063607515, + "FN": 45312, + "FP": 75185, + "IoU": 0.22074990946246573, + "TN": 73728872, + "TP": 34135, + "n_pred": 109320, + "n_ref": 79447 + }, + "9": { + "Dice": 0.00012317672781022573, + "FN": 90175, + "FP": 7234, + "IoU": 6.159215726530821e-05, + "TN": 73786089, + "TP": 6, + "n_pred": 7240, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1701250324853455, + "FN": 157884, + "FP": 129510, + "IoU": 0.09297085074419603, + "TN": 69178924, + "TP": 29458, + "n_pred": 158968, + "n_ref": 187342 + }, + "10": { + "Dice": 0.17243930176325756, + "FN": 59664, + "FP": 15289, + "IoU": 0.09435489717503202, + "TN": 69413014, + "TP": 7809, + "n_pred": 23098, + "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": 0.04036013660353927, + "FN": 3087, + "FP": 4, + "IoU": 0.020595690747782003, + "TN": 69492620, + "TP": 65, + "n_pred": 69, + "n_ref": 3152 + }, + "13": { + "Dice": 0.007673836537117737, + "FN": 77516, + "FP": 589, + "IoU": 0.003851696914816279, + "TN": 69417369, + "TP": 302, + "n_pred": 891, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6748053228589556, + "FN": 67541, + "FP": 12932, + "IoU": 0.509212219531979, + "TN": 69331809, + "TP": 83494, + "n_pred": 96426, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6805263157894736, + "FN": 43569, + "FP": 3777, + "IoU": 0.5157558835261269, + "TN": 69398003, + "TP": 50427, + "n_pred": 54204, + "n_ref": 93996 + }, + "2": { + "Dice": 0.24549319870048092, + "FN": 128123, + "FP": 7274, + "IoU": 0.1399214859233662, + "TN": 69338352, + "TP": 22027, + "n_pred": 29301, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5901376363219693, + "FN": 41238, + "FP": 141186, + "IoU": 0.41857818998900415, + "TN": 69182021, + "TP": 131331, + "n_pred": 272517, + "n_ref": 172569 + }, + "4": { + "Dice": 0.3830192223404921, + "FN": 21826, + "FP": 27443, + "IoU": 0.23687308323781792, + "TN": 69431214, + "TP": 15293, + "n_pred": 42736, + "n_ref": 37119 + }, + "5": { + "Dice": 0.20471848857975375, + "FN": 16915, + "FP": 7, + "IoU": 0.11403141361256544, + "TN": 69476676, + "TP": 2178, + "n_pred": 2185, + "n_ref": 19093 + }, + "6": { + "Dice": 0.675663254648005, + "FN": 519784, + "FP": 372961, + "IoU": 0.5101899173449429, + "TN": 67673141, + "TP": 929890, + "n_pred": 1302851, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.1327831229342828, + "FN": 289067, + "FP": 23432, + "IoU": 0.0711128549474917, + "TN": 69159353, + "TP": 23924, + "n_pred": 47356, + "n_ref": 312991 + }, + "8": { + "Dice": 0.40969124862754386, + "FN": 43722, + "FP": 85849, + "IoU": 0.2576174269769787, + "TN": 69321242, + "TP": 44963, + "n_pred": 130812, + "n_ref": 88685 + }, + "9": { + "Dice": 0.0, + "FN": 80369, + "FP": 0, + "IoU": 0.0, + "TN": 69415407, + "TP": 0, + "n_pred": 0, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36323757844375865, + "FN": 114720, + "FP": 192728, + "IoU": 0.22192443671720585, + "TN": 50438413, + "TP": 87691, + "n_pred": 280419, + "n_ref": 202411 + }, + "10": { + "Dice": 0.31563310858388555, + "FN": 59479, + "FP": 11470, + "IoU": 0.18738976062306723, + "TN": 50746242, + "TP": 16361, + "n_pred": 27831, + "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": 0.0, + "FN": 6299, + "FP": 18, + "IoU": 0.0, + "TN": 50827235, + "TP": 0, + "n_pred": 18, + "n_ref": 6299 + }, + "13": { + "Dice": 0.0, + "FN": 48263, + "FP": 37488, + "IoU": 0.0, + "TN": 50747801, + "TP": 0, + "n_pred": 37488, + "n_ref": 48263 + }, + "14": { + "Dice": 0.15731859726258413, + "FN": 45513, + "FP": 10452, + "IoU": 0.08537482227197699, + "TN": 50772363, + "TP": 5224, + "n_pred": 15676, + "n_ref": 50737 + }, + "15": { + "Dice": 0.09677040516735173, + "FN": 32284, + "FP": 13862, + "IoU": 0.05084536591385906, + "TN": 50784934, + "TP": 2472, + "n_pred": 16334, + "n_ref": 34756 + }, + "2": { + "Dice": 0.16150138610006598, + "FN": 189670, + "FP": 42927, + "IoU": 0.08784417071573392, + "TN": 50578555, + "TP": 22400, + "n_pred": 65327, + "n_ref": 212070 + }, + "3": { + "Dice": 0.4627545474309733, + "FN": 75424, + "FP": 221114, + "IoU": 0.30102840548828635, + "TN": 50409303, + "TP": 127711, + "n_pred": 348825, + "n_ref": 203135 + }, + "4": { + "Dice": 0.41561665731435665, + "FN": 5744, + "FP": 28623, + "IoU": 0.26232076929681464, + "TN": 50786964, + "TP": 12221, + "n_pred": 40844, + "n_ref": 17965 + }, + "5": { + "Dice": 0.011433868974042027, + "FN": 12770, + "FP": 26, + "IoU": 0.00574980574980575, + "TN": 50820682, + "TP": 74, + "n_pred": 100, + "n_ref": 12844 + }, + "6": { + "Dice": 0.5032139229788938, + "FN": 1332790, + "FP": 372306, + "IoU": 0.3361962879694784, + "TN": 48264877, + "TP": 863579, + "n_pred": 1235885, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.1875299017814426, + "FN": 201709, + "FP": 29247, + "IoU": 0.10346648033849618, + "TN": 50575942, + "TP": 26654, + "n_pred": 55901, + "n_ref": 228363 + }, + "8": { + "Dice": 0.5441682269044005, + "FN": 30699, + "FP": 90302, + "IoU": 0.3737851013838717, + "TN": 50640326, + "TP": 72225, + "n_pred": 162527, + "n_ref": 102924 + }, + "9": { + "Dice": 0.0, + "FN": 115118, + "FP": 610, + "IoU": 0.0, + "TN": 50717824, + "TP": 0, + "n_pred": 610, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2169596383643812, + "FN": 182004, + "FP": 34177, + "IoU": 0.12167960021127047, + "TN": 76638730, + "TP": 29949, + "n_pred": 64126, + "n_ref": 211953 + }, + "10": { + "Dice": 0.028796353842966645, + "FN": 63986, + "FP": 1646, + "IoU": 0.014608512874408829, + "TN": 76818255, + "TP": 973, + "n_pred": 2619, + "n_ref": 64959 + }, + "11": { + "Dice": 0.1233644859813084, + "FN": 2676, + "FP": 138, + "IoU": 0.06573705179282868, + "TN": 76881848, + "TP": 198, + "n_pred": 336, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 180, + "IoU": 0.0, + "TN": 76882071, + "TP": 0, + "n_pred": 180, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0, + "FN": 42783, + "FP": 4541, + "IoU": 0.0, + "TN": 76837536, + "TP": 0, + "n_pred": 4541, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6172830913570623, + "FN": 37164, + "FP": 17824, + "IoU": 0.44642767257608246, + "TN": 76785527, + "TP": 44345, + "n_pred": 62169, + "n_ref": 81509 + }, + "15": { + "Dice": 0.0, + "FN": 40015, + "FP": 138, + "IoU": 0.0, + "TN": 76844707, + "TP": 0, + "n_pred": 138, + "n_ref": 40015 + }, + "2": { + "Dice": 0.1734390001790044, + "FN": 93239, + "FP": 8347, + "IoU": 0.09495385053989523, + "TN": 76772616, + "TP": 10658, + "n_pred": 19005, + "n_ref": 103897 + }, + "3": { + "Dice": 5.127723034586492e-05, + "FN": 97407, + "FP": 19598, + "IoU": 2.5639272528374128e-05, + "TN": 76767852, + "TP": 3, + "n_pred": 19601, + "n_ref": 97410 + }, + "4": { + "Dice": 0.44075366777094177, + "FN": 9981, + "FP": 27833, + "IoU": 0.28267096651806883, + "TN": 76832145, + "TP": 14901, + "n_pred": 42734, + "n_ref": 24882 + }, + "5": { + "Dice": 0.2429548563611491, + "FN": 13535, + "FP": 300, + "IoU": 0.13827468078480223, + "TN": 76868805, + "TP": 2220, + "n_pred": 2520, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7102025809198543, + "FN": 312043, + "FP": 356342, + "IoU": 0.5506311071907359, + "TN": 75397474, + "TP": 819001, + "n_pred": 1175343, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.23493759593416697, + "FN": 131386, + "FP": 62503, + "IoU": 0.1331044134150649, + "TN": 76661201, + "TP": 29770, + "n_pred": 92273, + "n_ref": 161156 + }, + "8": { + "Dice": 0.5606924213637323, + "FN": 33482, + "FP": 35191, + "IoU": 0.38955705485479614, + "TN": 76772363, + "TP": 43824, + "n_pred": 79015, + "n_ref": 77306 + }, + "9": { + "Dice": 0.12253516816452274, + "FN": 85761, + "FP": 256, + "IoU": 0.06526629212262151, + "TN": 76792837, + "TP": 6006, + "n_pred": 6262, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15607811367415683, + "FN": 109931, + "FP": 48409, + "IoU": 0.08464464510758345, + "TN": 130826950, + "TP": 14642, + "n_pred": 63051, + "n_ref": 124573 + }, + "10": { + "Dice": 0.14868605193593531, + "FN": 52782, + "FP": 1966, + "IoU": 0.08031379663693326, + "TN": 130940403, + "TP": 4781, + "n_pred": 6747, + "n_ref": 57563 + }, + "11": { + "Dice": 0.011428571428571429, + "FN": 5536, + "FP": 0, + "IoU": 0.005747126436781609, + "TN": 130994364, + "TP": 32, + "n_pred": 32, + "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": 0.0, + "FN": 78417, + "FP": 7874, + "IoU": 0.0, + "TN": 130913641, + "TP": 0, + "n_pred": 7874, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 4625, + "IoU": 0.0, + "TN": 130049182, + "TP": 0, + "n_pred": 4625, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 20051, + "IoU": 0.0, + "TN": 130954571, + "TP": 0, + "n_pred": 20051, + "n_ref": 25310 + }, + "2": { + "Dice": 0.19184359738847445, + "FN": 194951, + "FP": 6444, + "IoU": 0.106099006209526, + "TN": 130774633, + "TP": 23904, + "n_pred": 30348, + "n_ref": 218855 + }, + "3": { + "Dice": 0.03287474666331439, + "FN": 277680, + "FP": 37745, + "IoU": 0.01671207596341486, + "TN": 130679146, + "TP": 5361, + "n_pred": 43106, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 3880, + "IoU": 0.0, + "TN": 130993772, + "TP": 0, + "n_pred": 3880, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 62, + "IoU": 0.0, + "TN": 130976151, + "TP": 0, + "n_pred": 62, + "n_ref": 23719 + }, + "6": { + "Dice": 0.5411294849274133, + "FN": 802995, + "FP": 333329, + "IoU": 0.3709235873483187, + "TN": 129193595, + "TP": 670013, + "n_pred": 1003342, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.11014840726098565, + "FN": 190763, + "FP": 24194, + "IoU": 0.05828415717095781, + "TN": 130771671, + "TP": 13304, + "n_pred": 37498, + "n_ref": 204067 + }, + "8": { + "Dice": 0.4464049084209189, + "FN": 76839, + "FP": 45149, + "IoU": 0.287336713948543, + "TN": 130828760, + "TP": 49184, + "n_pred": 94333, + "n_ref": 126023 + }, + "9": { + "Dice": 0.06766665069248096, + "FN": 55101, + "FP": 3264, + "IoU": 0.03501810426070135, + "TN": 130939449, + "TP": 2118, + "n_pred": 5382, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.001774749889078132, + "FN": 57355, + "FP": 12390, + "IoU": 0.0008881630782013265, + "TN": 74356891, + "TP": 62, + "n_pred": 12452, + "n_ref": 57417 + }, + "10": { + "Dice": 0.002509473261562398, + "FN": 78675, + "FP": 823, + "IoU": 0.001256312972687756, + "TN": 74347100, + "TP": 100, + "n_pred": 923, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 9, + "IoU": 0.0, + "TN": 74424301, + "TP": 0, + "n_pred": 9, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 21, + "IoU": 0.0, + "TN": 74424220, + "TP": 0, + "n_pred": 21, + "n_ref": 2457 + }, + "13": { + "Dice": 0.00042456698991653397, + "FN": 103305, + "FP": 286, + "IoU": 0.00021232856880893324, + "TN": 74323085, + "TP": 22, + "n_pred": 308, + "n_ref": 103327 + }, + "14": { + "Dice": 0.1044121164224734, + "FN": 160854, + "FP": 11398, + "IoU": 0.05508165425990027, + "TN": 74244405, + "TP": 10041, + "n_pred": 21439, + "n_ref": 170895 + }, + "15": { + "Dice": 0.0, + "FN": 22218, + "FP": 0, + "IoU": 0.0, + "TN": 74404480, + "TP": 0, + "n_pred": 0, + "n_ref": 22218 + }, + "2": { + "Dice": 0.12661665080342646, + "FN": 109707, + "FP": 15089, + "IoU": 0.06758715500366104, + "TN": 74292856, + "TP": 9046, + "n_pred": 24135, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 37945, + "IoU": 0.0, + "TN": 74257560, + "TP": 0, + "n_pred": 37945, + "n_ref": 131193 + }, + "4": { + "Dice": 0.042807811383662776, + "FN": 29741, + "FP": 2413, + "IoU": 0.021872053052657197, + "TN": 74393825, + "TP": 719, + "n_pred": 3132, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 74426429, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "6": { + "Dice": 0.5387148601017993, + "FN": 496607, + "FP": 172941, + "IoU": 0.3686582757827322, + "TN": 73366182, + "TP": 390968, + "n_pred": 563909, + "n_ref": 887575 + }, + "7": { + "Dice": 0.19716967379481257, + "FN": 132930, + "FP": 10258, + "IoU": 0.10936673902631694, + "TN": 74265927, + "TP": 17583, + "n_pred": 27841, + "n_ref": 150513 + }, + "8": { + "Dice": 0.46832229923641977, + "FN": 20631, + "FP": 30686, + "IoU": 0.3057577315403555, + "TN": 74352780, + "TP": 22601, + "n_pred": 53287, + "n_ref": 43232 + }, + "9": { + "Dice": 0.05686498551802939, + "FN": 32702, + "FP": 2791, + "IoU": 0.02926455706588628, + "TN": 74390135, + "TP": 1070, + "n_pred": 3861, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6126791293571416, + "FN": 70199, + "FP": 18561, + "IoU": 0.44162755878763477, + "TN": 106487726, + "TP": 70202, + "n_pred": 88763, + "n_ref": 140401 + }, + "10": { + "Dice": 0.3198440114427592, + "FN": 75640, + "FP": 25170, + "IoU": 0.19036566462939614, + "TN": 106522175, + "TP": 23703, + "n_pred": 48873, + "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": 0.06363797065582465, + "FN": 5290, + "FP": 7, + "IoU": 0.032864706956362975, + "TN": 106641211, + "TP": 180, + "n_pred": 187, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0, + "FN": 40943, + "FP": 31224, + "IoU": 0.0, + "TN": 106574521, + "TP": 0, + "n_pred": 31224, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7489560879472809, + "FN": 9451, + "FP": 31311, + "IoU": 0.5986649075478014, + "TN": 106545122, + "TP": 60804, + "n_pred": 92115, + "n_ref": 70255 + }, + "15": { + "Dice": 0.03857935040929496, + "FN": 25100, + "FP": 47718, + "IoU": 0.01966908547503332, + "TN": 106572409, + "TP": 1461, + "n_pred": 49179, + "n_ref": 26561 + }, + "2": { + "Dice": 0.2253309231306537, + "FN": 157317, + "FP": 44530, + "IoU": 0.12697067079579416, + "TN": 106415485, + "TP": 29356, + "n_pred": 73886, + "n_ref": 186673 + }, + "3": { + "Dice": 0.1427483310184148, + "FN": 129783, + "FP": 118946, + "IoU": 0.0768599826305124, + "TN": 106377250, + "TP": 20709, + "n_pred": 139655, + "n_ref": 150492 + }, + "4": { + "Dice": 0.4565191200212043, + "FN": 610, + "FP": 21945, + "IoU": 0.2957724491070313, + "TN": 106614660, + "TP": 9473, + "n_pred": 31418, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 8, + "IoU": 0.0, + "TN": 106642238, + "TP": 0, + "n_pred": 8, + "n_ref": 4442 + }, + "6": { + "Dice": 0.6936802567793033, + "FN": 555198, + "FP": 78391, + "IoU": 0.5310187344095811, + "TN": 105295698, + "TP": 717401, + "n_pred": 795792, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.17244138771687723, + "FN": 302040, + "FP": 31985, + "IoU": 0.0943561462586694, + "TN": 106277862, + "TP": 34801, + "n_pred": 66786, + "n_ref": 336841 + }, + "8": { + "Dice": 0.4002062328139322, + "FN": 25622, + "FP": 110488, + "IoU": 0.2501611401561269, + "TN": 106465169, + "TP": 45409, + "n_pred": 155897, + "n_ref": 71031 + }, + "9": { + "Dice": 0.0, + "FN": 85084, + "FP": 0, + "IoU": 0.0, + "TN": 106561604, + "TP": 0, + "n_pred": 0, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3599320747178104, + "FN": 109703, + "FP": 50490, + "IoU": 0.21946168763460244, + "TN": 107921694, + "TP": 45041, + "n_pred": 95531, + "n_ref": 154744 + }, + "10": { + "Dice": 0.33030079501680193, + "FN": 63006, + "FP": 10533, + "IoU": 0.19782053799332416, + "TN": 108035254, + "TP": 18135, + "n_pred": 28668, + "n_ref": 81141 + }, + "11": { + "Dice": 0.03517748640869843, + "FN": 2982, + "FP": 35, + "IoU": 0.017903645833333332, + "TN": 108123856, + "TP": 55, + "n_pred": 90, + "n_ref": 3037 + }, + "12": { + "Dice": 0.10237319683573755, + "FN": 3754, + "FP": 104, + "IoU": 0.053948013732221675, + "TN": 108122850, + "TP": 220, + "n_pred": 324, + "n_ref": 3974 + }, + "13": { + "Dice": 0.004611693100017557, + "FN": 77225, + "FP": 7816, + "IoU": 0.0023111757666768344, + "TN": 108041690, + "TP": 197, + "n_pred": 8013, + "n_ref": 77422 + }, + "14": { + "Dice": 0.39133085867716433, + "FN": 21602, + "FP": 35297, + "IoU": 0.24326373187923925, + "TN": 108051738, + "TP": 18291, + "n_pred": 53588, + "n_ref": 39893 + }, + "15": { + "Dice": 0.0016383112791430372, + "FN": 27205, + "FP": 4483, + "IoU": 0.0008198272056505014, + "TN": 108095214, + "TP": 26, + "n_pred": 4509, + "n_ref": 27231 + }, + "2": { + "Dice": 0.18787002404194814, + "FN": 169026, + "FP": 15749, + "IoU": 0.1036735921454108, + "TN": 107920781, + "TP": 21372, + "n_pred": 37121, + "n_ref": 190398 + }, + "3": { + "Dice": 0.16571348977451494, + "FN": 180011, + "FP": 23635, + "IoU": 0.09034220600256397, + "TN": 107903057, + "TP": 20225, + "n_pred": 43860, + "n_ref": 200236 + }, + "4": { + "Dice": 0.45804061118550177, + "FN": 8338, + "FP": 50754, + "IoU": 0.29705102125786614, + "TN": 108042865, + "TP": 24971, + "n_pred": 75725, + "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": 0.6442791623189109, + "FN": 682884, + "FP": 196650, + "IoU": 0.47522996210704177, + "TN": 106450891, + "TP": 796503, + "n_pred": 993153, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.26401697567149407, + "FN": 210908, + "FP": 42633, + "IoU": 0.1520849985117903, + "TN": 107827911, + "TP": 45476, + "n_pred": 88109, + "n_ref": 256384 + }, + "8": { + "Dice": 0.5945870180177885, + "FN": 19840, + "FP": 11976, + "IoU": 0.423069251273868, + "TN": 108071781, + "TP": 23331, + "n_pred": 35307, + "n_ref": 43171 + }, + "9": { + "Dice": 0.1612461281868001, + "FN": 56324, + "FP": 0, + "IoU": 0.08769315494509054, + "TN": 108065190, + "TP": 5414, + "n_pred": 5414, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02540904083008567, + "FN": 120630, + "FP": 175709, + "IoU": 0.012868002211844025, + "TN": 62269958, + "TP": 3863, + "n_pred": 179572, + "n_ref": 124493 + }, + "10": { + "Dice": 0.04077418508989004, + "FN": 57902, + "FP": 629, + "IoU": 0.020811375993308238, + "TN": 62510385, + "TP": 1244, + "n_pred": 1873, + "n_ref": 59146 + }, + "11": { + "Dice": 0.1697553743513714, + "FN": 1823, + "FP": 417, + "IoU": 0.09275010125556905, + "TN": 62567691, + "TP": 229, + "n_pred": 646, + "n_ref": 2052 + }, + "12": { + "Dice": 0.22144039735099338, + "FN": 3732, + "FP": 30, + "IoU": 0.1245054689318129, + "TN": 62565863, + "TP": 535, + "n_pred": 565, + "n_ref": 4267 + }, + "13": { + "Dice": 0.0, + "FN": 41709, + "FP": 114, + "IoU": 0.0, + "TN": 62528337, + "TP": 0, + "n_pred": 114, + "n_ref": 41709 + }, + "14": { + "Dice": 0.2505220529289789, + "FN": 303029, + "FP": 4556, + "IoU": 0.14319817711815305, + "TN": 62211168, + "TP": 51407, + "n_pred": 55963, + "n_ref": 354436 + }, + "15": { + "Dice": 0.13703721351312717, + "FN": 82711, + "FP": 25955, + "IoU": 0.07355874980817433, + "TN": 62452866, + "TP": 8628, + "n_pred": 34583, + "n_ref": 91339 + }, + "2": { + "Dice": 0.06086817782944146, + "FN": 161671, + "FP": 3141, + "IoU": 0.031389396601881836, + "TN": 62400007, + "TP": 5341, + "n_pred": 8482, + "n_ref": 167012 + }, + "3": { + "Dice": 0.1185958728851711, + "FN": 184757, + "FP": 44312, + "IoU": 0.06303583115183246, + "TN": 62325680, + "TP": 15411, + "n_pred": 59723, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7598527964397278, + "FN": 5723, + "FP": 5501, + "IoU": 0.612711776681274, + "TN": 62541179, + "TP": 17757, + "n_pred": 23258, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 379, + "IoU": 0.0, + "TN": 62561606, + "TP": 0, + "n_pred": 379, + "n_ref": 8175 + }, + "6": { + "Dice": 0.5532947642886137, + "FN": 812140, + "FP": 230005, + "IoU": 0.3824516222314927, + "TN": 60882608, + "TP": 645407, + "n_pred": 875412, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.24900989518377048, + "FN": 155551, + "FP": 36538, + "IoU": 0.14221090941567865, + "TN": 62346225, + "TP": 31846, + "n_pred": 68384, + "n_ref": 187397 + }, + "8": { + "Dice": 0.45940711462450595, + "FN": 35255, + "FP": 46807, + "IoU": 0.298201503450753, + "TN": 62453229, + "TP": 34869, + "n_pred": 81676, + "n_ref": 70124 + }, + "9": { + "Dice": 0.24331995412844037, + "FN": 41109, + "FP": 11677, + "IoU": 0.13851125291727187, + "TN": 62508887, + "TP": 8487, + "n_pred": 20164, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3019370306775651, + "FN": 204391, + "FP": 148491, + "IoU": 0.17781262304898193, + "TN": 54952049, + "TP": 76317, + "n_pred": 224808, + "n_ref": 280708 + }, + "10": { + "Dice": 0.0, + "FN": 76569, + "FP": 117, + "IoU": 0.0, + "TN": 55304562, + "TP": 0, + "n_pred": 117, + "n_ref": 76569 + }, + "11": { + "Dice": 0.16461412151067323, + "FN": 3926, + "FP": 144, + "IoU": 0.08968910758219638, + "TN": 55376777, + "TP": 401, + "n_pred": 545, + "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": 0.09747231665039884, + "FN": 51975, + "FP": 1655, + "IoU": 0.05123306089233273, + "TN": 55324722, + "TP": 2896, + "n_pred": 4551, + "n_ref": 54871 + }, + "14": { + "Dice": 0.554606165765475, + "FN": 40209, + "FP": 48093, + "IoU": 0.3837059164287858, + "TN": 55237969, + "TP": 54977, + "n_pred": 103070, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7620519473911826, + "FN": 27948, + "FP": 9466, + "IoU": 0.6155766760852813, + "TN": 55283923, + "TP": 59911, + "n_pred": 69377, + "n_ref": 87859 + }, + "2": { + "Dice": 0.08958674142326496, + "FN": 185757, + "FP": 9584, + "IoU": 0.04689390686599789, + "TN": 55176296, + "TP": 9611, + "n_pred": 19195, + "n_ref": 195368 + }, + "3": { + "Dice": 0.009395864099292203, + "FN": 182906, + "FP": 24369, + "IoU": 0.004720106790615486, + "TN": 55172990, + "TP": 983, + "n_pred": 25352, + "n_ref": 183889 + }, + "4": { + "Dice": 0.14340165408126573, + "FN": 5415, + "FP": 18407, + "IoU": 0.07723892159900837, + "TN": 55355432, + "TP": 1994, + "n_pred": 20401, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 885, + "IoU": 0.0, + "TN": 55374723, + "TP": 0, + "n_pred": 885, + "n_ref": 5640 + }, + "6": { + "Dice": 0.6010559322808761, + "FN": 795422, + "FP": 138303, + "IoU": 0.4296497237812044, + "TN": 53744140, + "TP": 703383, + "n_pred": 841686, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.12328247934865498, + "FN": 161754, + "FP": 30241, + "IoU": 0.06569048244717607, + "TN": 55175754, + "TP": 13499, + "n_pred": 43740, + "n_ref": 175253 + }, + "8": { + "Dice": 0.40777995878706924, + "FN": 22019, + "FP": 50692, + "IoU": 0.25610779178261583, + "TN": 55283504, + "TP": 25033, + "n_pred": 75725, + "n_ref": 47052 + }, + "9": { + "Dice": 0.23233799448633208, + "FN": 43921, + "FP": 2303, + "IoU": 0.13143802025592363, + "TN": 55328029, + "TP": 6995, + "n_pred": 9298, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19752281449346049, + "FN": 250266, + "FP": 62343, + "IoU": 0.10958408576913656, + "TN": 110795533, + "TP": 38473, + "n_pred": 100816, + "n_ref": 288739 + }, + "10": { + "Dice": 0.2304264154765522, + "FN": 70899, + "FP": 5081, + "IoU": 0.13021578615992216, + "TN": 111059260, + "TP": 11375, + "n_pred": 16456, + "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": 0.0, + "FN": 3104, + "FP": 3, + "IoU": 0.0, + "TN": 111143508, + "TP": 0, + "n_pred": 3, + "n_ref": 3104 + }, + "13": { + "Dice": 0.008364526045042973, + "FN": 62194, + "FP": 32648, + "IoU": 0.004199827807059911, + "TN": 111051373, + "TP": 400, + "n_pred": 33048, + "n_ref": 62594 + }, + "14": { + "Dice": 0.39433559454782025, + "FN": 25508, + "FP": 22437, + "IoU": 0.2455902947146476, + "TN": 111083062, + "TP": 15608, + "n_pred": 38045, + "n_ref": 41116 + }, + "15": { + "Dice": 0.32615551394500836, + "FN": 18745, + "FP": 8605, + "IoU": 0.1948541317083223, + "TN": 111112646, + "TP": 6619, + "n_pred": 15224, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4030558174854177, + "FN": 107586, + "FP": 35486, + "IoU": 0.2523919257157488, + "TN": 110955242, + "TP": 48301, + "n_pred": 83787, + "n_ref": 155887 + }, + "3": { + "Dice": 0.030866605682307362, + "FN": 239972, + "FP": 48194, + "IoU": 0.015675223309593346, + "TN": 110853860, + "TP": 4589, + "n_pred": 52783, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5808857628690679, + "FN": 3807, + "FP": 17883, + "IoU": 0.40932981127964924, + "TN": 111109894, + "TP": 15031, + "n_pred": 32914, + "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": 0.6271551254534956, + "FN": 683170, + "FP": 411944, + "IoU": 0.45682883556721254, + "TN": 109130466, + "TP": 921035, + "n_pred": 1332979, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.040499914752923756, + "FN": 369317, + "FP": 75276, + "IoU": 0.02066849348864257, + "TN": 110692639, + "TP": 9383, + "n_pred": 84659, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6184121794216818, + "FN": 20025, + "FP": 54667, + "IoU": 0.4476097503254053, + "TN": 111011399, + "TP": 60524, + "n_pred": 115191, + "n_ref": 80549 + }, + "9": { + "Dice": 0.0002855460175253868, + "FN": 55846, + "FP": 171, + "IoU": 0.000142793395805444, + "TN": 111090590, + "TP": 8, + "n_pred": 179, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4382388871854026, + "FN": 112150, + "FP": 118690, + "IoU": 0.2806055827549777, + "TN": 96800144, + "TP": 90041, + "n_pred": 208731, + "n_ref": 202191 + }, + "10": { + "Dice": 0.4065466448445172, + "FN": 53287, + "FP": 8355, + "IoU": 0.2551355792933443, + "TN": 97038269, + "TP": 21114, + "n_pred": 29469, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 437, + "IoU": 0.0, + "TN": 97116676, + "TP": 0, + "n_pred": 437, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0014199503017394391, + "FN": 5279, + "FP": 347, + "IoU": 0.0007104795737122557, + "TN": 97115395, + "TP": 4, + "n_pred": 351, + "n_ref": 5283 + }, + "13": { + "Dice": 0.002492743165455828, + "FN": 51295, + "FP": 9530, + "IoU": 0.0012479269634324559, + "TN": 97060124, + "TP": 76, + "n_pred": 9606, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7623285751927026, + "FN": 42171, + "FP": 14656, + "IoU": 0.6159377682258402, + "TN": 96973062, + "TP": 91136, + "n_pred": 105792, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5286675063179644, + "FN": 36388, + "FP": 20869, + "IoU": 0.35931205800734045, + "TN": 97031657, + "TP": 32111, + "n_pred": 52980, + "n_ref": 68499 + }, + "2": { + "Dice": 0.23187073678099754, + "FN": 143429, + "FP": 15351, + "IoU": 0.13113901885140497, + "TN": 96938280, + "TP": 23965, + "n_pred": 39316, + "n_ref": 167394 + }, + "3": { + "Dice": 0.18371788591116073, + "FN": 185530, + "FP": 119393, + "IoU": 0.1011505230856304, + "TN": 96781788, + "TP": 34314, + "n_pred": 153707, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6197153620761825, + "FN": 2428, + "FP": 15742, + "IoU": 0.4489764973464746, + "TN": 97088050, + "TP": 14805, + "n_pred": 30547, + "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": 0.747327347240413, + "FN": 544060, + "FP": 161634, + "IoU": 0.5965863033683072, + "TN": 95371719, + "TP": 1043612, + "n_pred": 1205246, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.1399941000284368, + "FN": 300427, + "FP": 23170, + "IoU": 0.07526540643262321, + "TN": 96771090, + "TP": 26338, + "n_pred": 49508, + "n_ref": 326765 + }, + "8": { + "Dice": 0.40540854877861193, + "FN": 46079, + "FP": 112404, + "IoU": 0.25423976057822617, + "TN": 96908513, + "TP": 54029, + "n_pred": 166433, + "n_ref": 100108 + }, + "9": { + "Dice": 0.13423464138388608, + "FN": 88465, + "FP": 1572, + "IoU": 0.0719461537668656, + "TN": 97024008, + "TP": 6980, + "n_pred": 8552, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26341361028622956, + "FN": 163251, + "FP": 26255, + "IoU": 0.15168471424542618, + "TN": 78833014, + "TP": 33885, + "n_pred": 60140, + "n_ref": 197136 + }, + "10": { + "Dice": 0.09828055038743841, + "FN": 88205, + "FP": 3, + "IoU": 0.05167983658549696, + "TN": 78963390, + "TP": 4807, + "n_pred": 4810, + "n_ref": 93012 + }, + "11": { + "Dice": 0.05883832034196631, + "FN": 2892, + "FP": 851, + "IoU": 0.030310880829015546, + "TN": 79052545, + "TP": 117, + "n_pred": 968, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 35, + "IoU": 0.0, + "TN": 79053366, + "TP": 0, + "n_pred": 35, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 1167, + "IoU": 0.0, + "TN": 78989763, + "TP": 0, + "n_pred": 1167, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4972807307472732, + "FN": 21328, + "FP": 12134, + "IoU": 0.33092057906102534, + "TN": 79006393, + "TP": 16550, + "n_pred": 28684, + "n_ref": 37878 + }, + "15": { + "Dice": 0.0034854482535414642, + "FN": 38462, + "FP": 1565, + "IoU": 0.0017457665161982193, + "TN": 79016308, + "TP": 70, + "n_pred": 1635, + "n_ref": 38532 + }, + "2": { + "Dice": 0.11907054158575787, + "FN": 105450, + "FP": 2522, + "IoU": 0.06330409737223365, + "TN": 78941136, + "TP": 7297, + "n_pred": 9819, + "n_ref": 112747 + }, + "3": { + "Dice": 0.029322562358276644, + "FN": 119311, + "FP": 17671, + "IoU": 0.01487943272612207, + "TN": 78917354, + "TP": 2069, + "n_pred": 19740, + "n_ref": 121380 + }, + "4": { + "Dice": 0.09072208449812753, + "FN": 7622, + "FP": 9617, + "IoU": 0.04751643737223051, + "TN": 79038306, + "TP": 860, + "n_pred": 10477, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 274, + "IoU": 0.0, + "TN": 79051173, + "TP": 0, + "n_pred": 274, + "n_ref": 4958 + }, + "6": { + "Dice": 0.517046304154171, + "FN": 791342, + "FP": 193743, + "IoU": 0.34865977650048235, + "TN": 77544008, + "TP": 527312, + "n_pred": 721055, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.08724380152035154, + "FN": 450846, + "FP": 32923, + "IoU": 0.04561156387295838, + "TN": 78549516, + "TP": 23120, + "n_pred": 56043, + "n_ref": 473966 + }, + "8": { + "Dice": 0.3679619349722443, + "FN": 22015, + "FP": 10662, + "IoU": 0.22546161321671526, + "TN": 79014216, + "TP": 9512, + "n_pred": 20174, + "n_ref": 31527 + }, + "9": { + "Dice": 0.4197351122893556, + "FN": 51975, + "FP": 1432, + "IoU": 0.2656106046230216, + "TN": 78983682, + "TP": 19316, + "n_pred": 20748, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5809462749115063, + "FN": 115172, + "FP": 55421, + "IoU": 0.4093899086697918, + "TN": 122423098, + "TP": 118249, + "n_pred": 173670, + "n_ref": 233421 + }, + "10": { + "Dice": 0.3459783808914976, + "FN": 86583, + "FP": 3447, + "IoU": 0.20917403792942912, + "TN": 122598097, + "TP": 23813, + "n_pred": 27260, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 1072, + "IoU": 0.0, + "TN": 122706686, + "TP": 0, + "n_pred": 1072, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 17, + "IoU": 0.0, + "TN": 122705633, + "TP": 0, + "n_pred": 17, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0, + "FN": 53800, + "FP": 13315, + "IoU": 0.0, + "TN": 122644825, + "TP": 0, + "n_pred": 13315, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6309224736735782, + "FN": 46793, + "FP": 24460, + "IoU": 0.46083765275623323, + "TN": 122579785, + "TP": 60902, + "n_pred": 85362, + "n_ref": 107695 + }, + "15": { + "Dice": 0.4207650273224044, + "FN": 34072, + "FP": 12780, + "IoU": 0.2664359861591695, + "TN": 122648071, + "TP": 17017, + "n_pred": 29797, + "n_ref": 51089 + }, + "2": { + "Dice": 0.4498943174998043, + "FN": 85218, + "FP": 41270, + "IoU": 0.29023460953588726, + "TN": 122533729, + "TP": 51723, + "n_pred": 92993, + "n_ref": 136941 + }, + "3": { + "Dice": 0.22967207511510546, + "FN": 117322, + "FP": 74247, + "IoU": 0.12973419889427468, + "TN": 122491813, + "TP": 28558, + "n_pred": 102805, + "n_ref": 145880 + }, + "4": { + "Dice": 0.45408279156000025, + "FN": 28492, + "FP": 60433, + "IoU": 0.2937303427899736, + "TN": 122586032, + "TP": 36983, + "n_pred": 97416, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 444, + "IoU": 0.0, + "TN": 122694287, + "TP": 0, + "n_pred": 444, + "n_ref": 17209 + }, + "6": { + "Dice": 0.6481119398047487, + "FN": 716564, + "FP": 363081, + "IoU": 0.47941242983619725, + "TN": 120638043, + "TP": 994252, + "n_pred": 1357333, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.04050911283231108, + "FN": 553256, + "FP": 61059, + "IoU": 0.020673284625918446, + "TN": 122084657, + "TP": 12968, + "n_pred": 74027, + "n_ref": 566224 + }, + "8": { + "Dice": 0.4814214949427304, + "FN": 70314, + "FP": 72167, + "IoU": 0.31702114401031556, + "TN": 122503323, + "TP": 66136, + "n_pred": 138303, + "n_ref": 136450 + }, + "9": { + "Dice": 0.015678211141810706, + "FN": 74136, + "FP": 2459, + "IoU": 0.007901042678582994, + "TN": 122634735, + "TP": 610, + "n_pred": 3069, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_001/summary_cross_val.json b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..b9fbf22411f72acb84c9b850a7e489b7b82d2912 --- /dev/null +++ b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_001/summary_cross_val.json @@ -0,0 +1,11292 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.11268975761586976, + "FN": 339.5095238095238, + "FP": 109.67142857142856, + "IoU": 0.08207205726010146, + "TN": 16972.614285714284, + "TP": 132.49047619047622, + "n_pred": 242.1619047619047, + "n_ref": 472.0 + }, + "mean": { + "1": { + "Dice": 0.22290427776712066, + "FN": 867.7142857142857, + "FP": 0.35714285714285715, + "IoU": 0.12543177892918825, + "TN": 16561.714285714286, + "TP": 124.5, + "n_pred": 124.85714285714286, + "n_ref": 992.2142857142857 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.5, + "IoU": 0.0, + "TN": 17552.785714285714, + "TP": 0.0, + "n_pred": 1.5, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.09284173478655768, + "FN": 87.35714285714286, + "FP": 6.928571428571429, + "IoU": 0.050177782987535655, + "TN": 17451.285714285714, + "TP": 8.714285714285714, + "n_pred": 15.642857142857142, + "n_ref": 96.07142857142857 + }, + "12": { + "Dice": 0.0, + "FN": 0.35714285714285715, + "FP": 2.357142857142857, + "IoU": 0.0, + "TN": 17551.571428571428, + "TP": 0.0, + "n_pred": 2.357142857142857, + "n_ref": 0.35714285714285715 + }, + "13": { + "Dice": 0.0, + "FN": 73.5, + "FP": 217.5, + "IoU": 0.0, + "TN": 17263.285714285714, + "TP": 0.0, + "n_pred": 217.5, + "n_ref": 73.5 + }, + "14": { + "Dice": 0.38282770463651977, + "FN": 438.64285714285717, + "FP": 3.5, + "IoU": 0.3101465405305138, + "TN": 16395.571428571428, + "TP": 716.5714285714286, + "n_pred": 720.0714285714286, + "n_ref": 1155.2142857142858 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 160.78571428571428, + "IoU": 0.0, + "TN": 17393.5, + "TP": 0.0, + "n_pred": 160.78571428571428, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.053220591892564034, + "FN": 721.7857142857143, + "FP": 85.64285714285714, + "IoU": 0.02891891891891892, + "TN": 16678.071428571428, + "TP": 68.78571428571429, + "n_pred": 154.42857142857142, + "n_ref": 790.5714285714286 + }, + "3": { + "Dice": 0.0, + "FN": 51.714285714285715, + "FP": 150.42857142857142, + "IoU": 0.0, + "TN": 17352.14285714286, + "TP": 0.0, + "n_pred": 150.42857142857142, + "n_ref": 51.714285714285715 + }, + "4": { + "Dice": 0.31516190476190475, + "FN": 54.714285714285715, + "FP": 614.9285714285714, + "IoU": 0.2988692605035945, + "TN": 16293.714285714286, + "TP": 590.9285714285714, + "n_pred": 1205.857142857143, + "n_ref": 645.6428571428571 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.785714285714286, + "IoU": 0.0, + "TN": 17549.5, + "TP": 0.0, + "n_pred": 4.785714285714286, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.19557704509763327, + "FN": 1051.0, + "FP": 147.5, + "IoU": 0.12425146049125894, + "TN": 16202.0, + "TP": 153.78571428571428, + "n_pred": 301.2857142857143, + "n_ref": 1204.7857142857142 + }, + "7": { + "Dice": 0.09678527270229427, + "FN": 833.0714285714286, + "FP": 48.785714285714285, + "IoU": 0.05357821887596015, + "TN": 16571.785714285714, + "TP": 100.64285714285714, + "n_pred": 149.42857142857142, + "n_ref": 933.7142857142857 + }, + "8": { + "Dice": 0.3177823586850385, + "FN": 174.71428571428572, + "FP": 65.42857142857143, + "IoU": 0.23290394402035625, + "TN": 17104.928571428572, + "TP": 209.21428571428572, + "n_pred": 274.64285714285717, + "n_ref": 383.92857142857144 + }, + "9": { + "Dice": 0.013245473908413205, + "FN": 738.0714285714286, + "FP": 134.64285714285714, + "IoU": 0.006802953644195269, + "TN": 16667.35714285714, + "TP": 14.214285714285714, + "n_pred": 148.85714285714286, + "n_ref": 752.2857142857143 + } + }, + "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": 0.0, + "FN": 1029, + "FP": 1303, + "IoU": 0.0, + "TN": 14052, + "TP": 0, + "n_pred": 1303, + "n_ref": 1029 + }, + "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": 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": 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": 0.635564717370077, + "FN": 2446, + "FP": 913, + "IoU": 0.4658078880407125, + "TN": 10096, + "TP": 2929, + "n_pred": 3842, + "n_ref": 5375 + }, + "9": { + "Dice": 0.0, + "FN": 4008, + "FP": 0, + "IoU": 0.0, + "TN": 12376, + "TP": 0, + "n_pred": 0, + "n_ref": 4008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0052.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": 3519, + "IoU": 0.0, + "TN": 12865, + "TP": 0, + "n_pred": 3519, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24108352144469525, + "FN": 138, + "FP": 1543, + "IoU": 0.1370636550308008, + "TN": 14436, + "TP": 267, + "n_pred": 1810, + "n_ref": 405 + }, + "7": { + "Dice": 0.19357054540458854, + "FN": 11663, + "FP": 77, + "IoU": 0.1071564377519203, + "TN": 3235, + "TP": 1409, + "n_pred": 1486, + "n_ref": 13072 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 0.9454857142857143, + "FN": 766, + "FP": 188, + "IoU": 0.8966077815107836, + "TN": 7157, + "TP": 8273, + "n_pred": 8461, + "n_ref": 9039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.48868778280542985, + "FN": 107, + "FP": 6, + "IoU": 0.32335329341317365, + "TN": 16217, + "TP": 54, + "n_pred": 60, + "n_ref": 161 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0078.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": 0.020833333333333332, + "FN": 72, + "FP": 22, + "IoU": 0.010526315789473684, + "TN": 16289, + "TP": 1, + "n_pred": 23, + "n_ref": 73 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "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": 9, + "IoU": 0.0, + "TN": 16375, + "TP": 0, + "n_pred": 9, + "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": 541, + "FP": 0, + "IoU": 0.0, + "TN": 15843, + "TP": 0, + "n_pred": 0, + "n_ref": 541 + }, + "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": 942, + "IoU": 0.0, + "TN": 15442, + "TP": 0, + "n_pred": 942, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0086.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": 0.7656554092730395, + "FN": 6141, + "FP": 0, + "IoU": 0.6202930810610277, + "TN": 211, + "TP": 10032, + "n_pred": 10032, + "n_ref": 16173 + }, + "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": 4902, + "IoU": 0.0, + "TN": 11482, + "TP": 0, + "n_pred": 4902, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.164850136239782, + "FN": 1151, + "FP": 75, + "IoU": 0.08982925018559762, + "TN": 15037, + "TP": 121, + "n_pred": 196, + "n_ref": 1272 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 16379, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "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": 0.4436909663356745, + "FN": 4559, + "FP": 35, + "IoU": 0.28509181450357923, + "TN": 9958, + "TP": 1832, + "n_pred": 1867, + "n_ref": 6391 + }, + "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": 0.05298189563365282, + "FN": 6325, + "FP": 789, + "IoU": 0.027211814576781075, + "TN": 9071, + "TP": 199, + "n_pred": 988, + "n_ref": 6524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0172.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": 0, + "FP": 67, + "IoU": 0.0, + "TN": 16317, + "TP": 0, + "n_pred": 67, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 1742, + "IoU": 0.0, + "TN": 14642, + "TP": 0, + "n_pred": 1742, + "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": 154, + "IoU": 0.0, + "TN": 16230, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22290427776712066, + "FN": 12148, + "FP": 5, + "IoU": 0.12543177892918825, + "TN": 18872, + "TP": 1743, + "n_pred": 1748, + "n_ref": 13891 + }, + "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": 49, + "IoU": 0.0, + "TN": 32719, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2251, + "IoU": 0.0, + "TN": 30517, + "TP": 0, + "n_pred": 2251, + "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": 724, + "FP": 1, + "IoU": 0.0, + "TN": 32043, + "TP": 0, + "n_pred": 1, + "n_ref": 724 + }, + "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": 481, + "IoU": 0.0, + "TN": 32287, + "TP": 0, + "n_pred": 481, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 16363, + "TP": 0, + "n_pred": 21, + "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": 30, + "IoU": 0.0, + "TN": 16354, + "TP": 0, + "n_pred": 30, + "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": 1158, + "IoU": 0.0, + "TN": 15226, + "TP": 0, + "n_pred": 1158, + "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": 606, + "IoU": 0.0, + "TN": 15778, + "TP": 0, + "n_pred": 606, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0379.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": 0.1596617756776921, + "FN": 10105, + "FP": 32, + "IoU": 0.08675675675675676, + "TN": 5284, + "TP": 963, + "n_pred": 995, + "n_ref": 11068 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1907, + "IoU": 0.0, + "TN": 14477, + "TP": 0, + "n_pred": 1907, + "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": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0402.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": 9369, + "FP": 0, + "IoU": 0.0, + "TN": 7015, + "TP": 0, + "n_pred": 0, + "n_ref": 9369 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 161.23589743589739, + "FP": 188.0, + "IoU": NaN, + "TN": 18445.010256410253, + "TP": 110.36923076923077, + "n_pred": 298.36923076923074, + "n_ref": 271.6051282051282 + }, + "mean": { + "1": { + "Dice": 0.11153643449557571, + "FN": 294.53846153846155, + "FP": 363.46153846153845, + "IoU": 0.08381273970318492, + "TN": 17937.30769230769, + "TP": 309.3076923076923, + "n_pred": 672.7692307692307, + "n_ref": 603.8461538461538 + }, + "10": { + "Dice": 0.0, + "FN": 88.61538461538461, + "FP": 74.07692307692308, + "IoU": 0.0, + "TN": 18741.923076923078, + "TP": 0.0, + "n_pred": 74.07692307692308, + "n_ref": 88.61538461538461 + }, + "11": { + "Dice": 0.0, + "FN": 70.6923076923077, + "FP": 0.0, + "IoU": 0.0, + "TN": 18833.923076923078, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 70.6923076923077 + }, + "12": { + "Dice": 0.0, + "FN": 238.53846153846155, + "FP": 0.0, + "IoU": 0.0, + "TN": 18666.076923076922, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 238.53846153846155 + }, + "13": { + "Dice": 0.0, + "FN": 429.84615384615387, + "FP": 1.3846153846153846, + "IoU": 0.0, + "TN": 18473.384615384617, + "TP": 0.0, + "n_pred": 1.3846153846153846, + "n_ref": 429.84615384615387 + }, + "14": { + "Dice": 0.18943798449612403, + "FN": 64.23076923076923, + "FP": 349.15384615384613, + "IoU": 0.15249609984399376, + "TN": 18370.923076923078, + "TP": 120.3076923076923, + "n_pred": 469.46153846153845, + "n_ref": 184.53846153846155 + }, + "15": { + "Dice": 0.16157879951306303, + "FN": 9.0, + "FP": 485.9230769230769, + "IoU": 0.11936220254565579, + "TN": 18144.23076923077, + "TP": 265.46153846153845, + "n_pred": 751.3846153846154, + "n_ref": 274.46153846153845 + }, + "2": { + "Dice": 0.0, + "FN": 304.0, + "FP": 496.15384615384613, + "IoU": 0.0, + "TN": 18104.46153846154, + "TP": 0.0, + "n_pred": 496.15384615384613, + "n_ref": 304.0 + }, + "3": { + "Dice": 0.27552634781550445, + "FN": 76.76923076923077, + "FP": 41.84615384615385, + "IoU": 0.2348060568346816, + "TN": 18611.846153846152, + "TP": 174.15384615384616, + "n_pred": 216.0, + "n_ref": 250.92307692307693 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 27.615384615384617, + "IoU": 0.0, + "TN": 18877.0, + "TP": 0.0, + "n_pred": 27.615384615384617, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.5384615384615384, + "IoU": 0.0, + "TN": 18904.076923076922, + "TP": 0.0, + "n_pred": 0.5384615384615384, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.30459361331819507, + "FN": 179.84615384615384, + "FP": 972.4615384615385, + "IoU": 0.24620311396740088, + "TN": 16990.923076923078, + "TP": 761.3846153846154, + "n_pred": 1733.8461538461538, + "n_ref": 941.2307692307693 + }, + "7": { + "Dice": 0.023773698465242254, + "FN": 489.84615384615387, + "FP": 7.384615384615385, + "IoU": 0.012326415977531596, + "TN": 18389.153846153848, + "TP": 18.23076923076923, + "n_pred": 25.615384615384617, + "n_ref": 508.0769230769231 + }, + "8": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 18904.615384615383, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.07196029776674938, + "FN": 172.6153846153846, + "FP": 0.0, + "IoU": 0.03732303732303732, + "TN": 18725.30769230769, + "TP": 6.6923076923076925, + "n_pred": 6.6923076923076925, + "n_ref": 179.30769230769232 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 16293, + "TP": 0, + "n_pred": 91, + "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": 0.7577519379844961, + "FN": 835, + "FP": 165, + "IoU": 0.609984399375975, + "TN": 13820, + "TP": 1564, + "n_pred": 1729, + "n_ref": 2399 + }, + "15": { + "Dice": 0.6463151980522521, + "FN": 117, + "FP": 3660, + "IoU": 0.47744881018262314, + "TN": 9156, + "TP": 3451, + "n_pred": 7111, + "n_ref": 3568 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2961, + "IoU": 0.0, + "TN": 13423, + "TP": 0, + "n_pred": 2961, + "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": 0.0, + "FN": 0, + "FP": 1986, + "IoU": 0.0, + "TN": 14398, + "TP": 0, + "n_pred": 1986, + "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": 5012, + "IoU": 0.0, + "TN": 11372, + "TP": 0, + "n_pred": 5012, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0084.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": 0.0, + "FN": 919, + "FP": 0, + "IoU": 0.0, + "TN": 15465, + "TP": 0, + "n_pred": 0, + "n_ref": 919 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 342, + "FP": 0, + "IoU": 0.0, + "TN": 16042, + "TP": 0, + "n_pred": 0, + "n_ref": 342 + }, + "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": 0.0, + "FN": 2816, + "FP": 0, + "IoU": 0.0, + "TN": 13568, + "TP": 0, + "n_pred": 0, + "n_ref": 2816 + }, + "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": 0.7362255965292842, + "FN": 18, + "FP": 2414, + "IoU": 0.5825609337452797, + "TN": 10558, + "TP": 3394, + "n_pred": 5808, + "n_ref": 3412 + }, + "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": 0.07196029776674938, + "FN": 2244, + "FP": 0, + "IoU": 0.03732303732303732, + "TN": 14053, + "TP": 87, + "n_pred": 87, + "n_ref": 2331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6692186069734543, + "FN": 3829, + "FP": 146, + "IoU": 0.5028764382191095, + "TN": 24772, + "TP": 4021, + "n_pred": 4167, + "n_ref": 7850 + }, + "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": 37, + "IoU": 0.0, + "TN": 32731, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.8265790434465133, + "FN": 950, + "FP": 0, + "IoU": 0.7044181705040448, + "TN": 29554, + "TP": 2264, + "n_pred": 2264, + "n_ref": 3214 + }, + "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": 2584, + "IoU": 0.0, + "TN": 30184, + "TP": 0, + "n_pred": 2584, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 5246, + "FP": 0, + "IoU": 0.0, + "TN": 11138, + "TP": 0, + "n_pred": 0, + "n_ref": 5246 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 16028, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 16128, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1136, + "FP": 6104, + "IoU": 0.0, + "TN": 9144, + "TP": 0, + "n_pred": 6104, + "n_ref": 1136 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 15788, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 963, + "IoU": 0.0, + "TN": 15421, + "TP": 0, + "n_pred": 963, + "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": 309, + "IoU": 0.0, + "TN": 16075, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 15840, + "TP": 0, + "n_pred": 544, + "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": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 14958, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0197.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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 18, + "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": 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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 8, + "FP": 0, + "IoU": 0.0, + "TN": 16376, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3006, + "FP": 0, + "IoU": 0.0, + "TN": 13378, + "TP": 0, + "n_pred": 0, + "n_ref": 3006 + }, + "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": 48, + "FP": 0, + "IoU": 0.0, + "TN": 16336, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "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": 196, + "FP": 0, + "IoU": 0.0, + "TN": 16188, + "TP": 0, + "n_pred": 0, + "n_ref": 196 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 1144, + "FP": 0, + "IoU": 0.0, + "TN": 15240, + "TP": 0, + "n_pred": 0, + "n_ref": 1144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 16289, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "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": 126, + "IoU": 0.0, + "TN": 16258, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.07132109539572676, + "FN": 6172, + "FP": 0, + "IoU": 0.036979247932594786, + "TN": 9975, + "TP": 237, + "n_pred": 237, + "n_ref": 6409 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 15456, + "TP": 0, + "n_pred": 928, + "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": 3897, + "IoU": 0.0, + "TN": 12487, + "TP": 0, + "n_pred": 3897, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 15969, + "TP": 0, + "n_pred": 415, + "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": 233, + "IoU": 0.0, + "TN": 16151, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7867424700616911, + "FN": 894, + "FP": 2632, + "IoU": 0.6484546360917248, + "TN": 6354, + "TP": 6504, + "n_pred": 9136, + "n_ref": 7398 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0401.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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 277.53846153846155, + "FP": 173.174358974359, + "IoU": NaN, + "TN": 22153.35897435898, + "TP": 81.46666666666665, + "n_pred": 254.64102564102566, + "n_ref": 359.0051282051282 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 302.9230769230769, + "IoU": 0.0, + "TN": 22382.615384615383, + "TP": 0.0, + "n_pred": 302.9230769230769, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.008834178131788559, + "FN": 10.153846153846153, + "FP": 623.6153846153846, + "IoU": 0.004496535456287779, + "TN": 22042.384615384617, + "TP": 9.384615384615385, + "n_pred": 633.0, + "n_ref": 19.53846153846154 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 22685.53846153846, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.23076923076923078, + "IoU": 0.0, + "TN": 22685.30769230769, + "TP": 0.0, + "n_pred": 0.23076923076923078, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 224.23076923076923, + "FP": 3.6923076923076925, + "IoU": 0.0, + "TN": 22457.615384615383, + "TP": 0.0, + "n_pred": 3.6923076923076925, + "n_ref": 224.23076923076923 + }, + "14": { + "Dice": 0.20597684852444484, + "FN": 719.8461538461538, + "FP": 197.92307692307693, + "IoU": 0.1658518208104597, + "TN": 21489.384615384617, + "TP": 278.38461538461536, + "n_pred": 476.3076923076923, + "n_ref": 998.2307692307693 + }, + "15": { + "Dice": 0.13738787403936906, + "FN": 948.4615384615385, + "FP": 75.3076923076923, + "IoU": 0.0782409902559944, + "TN": 21568.153846153848, + "TP": 93.61538461538461, + "n_pred": 168.92307692307693, + "n_ref": 1042.076923076923 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 490.15384615384613, + "IoU": 0.0, + "TN": 22195.384615384617, + "TP": 0.0, + "n_pred": 490.15384615384613, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.09908998988877654, + "FN": 462.3076923076923, + "FP": 84.3076923076923, + "IoU": 0.07050359712230216, + "TN": 21799.69230769231, + "TP": 339.2307692307692, + "n_pred": 423.53846153846155, + "n_ref": 801.5384615384615 + }, + "4": { + "Dice": 0.4632713723861073, + "FN": 181.30769230769232, + "FP": 124.61538461538461, + "IoU": 0.3645722934367209, + "TN": 21986.615384615383, + "TP": 393.0, + "n_pred": 517.6153846153846, + "n_ref": 574.3076923076923 + }, + "5": { + "Dice": 0.0, + "FN": 487.46153846153845, + "FP": 0.0, + "IoU": 0.0, + "TN": 22198.076923076922, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 487.46153846153845 + }, + "6": { + "Dice": 0.03671167393492117, + "FN": 13.615384615384615, + "FP": 562.7692307692307, + "IoU": 0.020319534155412017, + "TN": 22106.53846153846, + "TP": 2.6153846153846154, + "n_pred": 565.3846153846154, + "n_ref": 16.23076923076923 + }, + "7": { + "Dice": 0.16208209902666101, + "FN": 1091.4615384615386, + "FP": 131.92307692307693, + "IoU": 0.09671717171717172, + "TN": 21403.23076923077, + "TP": 58.92307692307692, + "n_pred": 190.84615384615384, + "n_ref": 1150.3846153846155 + }, + "8": { + "Dice": 0.8002628120893561, + "FN": 23.23076923076923, + "FP": 0.15384615384615385, + "IoU": 0.6670317634173056, + "TN": 22615.30769230769, + "TP": 46.84615384615385, + "n_pred": 47.0, + "n_ref": 70.07692307692308 + }, + "9": { + "Dice": 0.0, + "FN": 1.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 22684.53846153846, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1.0 + } + }, + "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": 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": 27, + "IoU": 0.0, + "TN": 16357, + "TP": 0, + "n_pred": 27, + "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": 0.8208301599390708, + "FN": 1880, + "FP": 2, + "IoU": 0.6961085096076215, + "TN": 10191, + "TP": 4311, + "n_pred": 4313, + "n_ref": 6191 + }, + "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": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 568, + "IoU": 0.0, + "TN": 32200, + "TP": 0, + "n_pred": 568, + "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": 3268, + "IoU": 0.0, + "TN": 29500, + "TP": 0, + "n_pred": 3268, + "n_ref": 0 + }, + "3": { + "Dice": 0.5945399393326593, + "FN": 6010, + "FP": 5, + "IoU": 0.42302158273381296, + "TN": 22343, + "TP": 4410, + "n_pred": 4415, + "n_ref": 10420 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1684, + "IoU": 0.0, + "TN": 31084, + "TP": 0, + "n_pred": 1684, + "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": 7866, + "FP": 0, + "IoU": 0.0, + "TN": 24902, + "TP": 0, + "n_pred": 0, + "n_ref": 7866 + }, + "15": { + "Dice": 0.12150860028404607, + "FN": 5567, + "FP": 0, + "IoU": 0.06468413978494623, + "TN": 26816, + "TP": 385, + "n_pred": 385, + "n_ref": 5952 + }, + "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": 13, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 13, + "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": 23, + "IoU": 0.0, + "TN": 32745, + "TP": 0, + "n_pred": 23, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 16285, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "10": { + "Dice": 0.035336712527154236, + "FN": 132, + "FP": 6529, + "IoU": 0.017986141825151115, + "TN": 9601, + "TP": 122, + "n_pred": 6651, + "n_ref": 254 + }, + "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": 425, + "IoU": 0.0, + "TN": 15959, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 16350, + "TP": 0, + "n_pred": 34, + "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": 0.22727272727272727, + "FN": 170, + "FP": 0, + "IoU": 0.1282051282051282, + "TN": 16189, + "TP": 25, + "n_pred": 25, + "n_ref": 195 + }, + "7": { + "Dice": 0.0, + "FN": 12710, + "FP": 0, + "IoU": 0.0, + "TN": 3674, + "TP": 0, + "n_pred": 0, + "n_ref": 12710 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1168, + "IoU": 0.0, + "TN": 15216, + "TP": 0, + "n_pred": 1168, + "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": 48, + "IoU": 0.0, + "TN": 16336, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "14": { + "Dice": 0.8530231033917746, + "FN": 466, + "FP": 431, + "IoU": 0.7437142857142857, + "TN": 12884, + "TP": 2603, + "n_pred": 3034, + "n_ref": 3069 + }, + "15": { + "Dice": 0.2906550218340611, + "FN": 3082, + "FP": 979, + "IoU": 0.170038830983037, + "TN": 11491, + "TP": 832, + "n_pred": 1811, + "n_ref": 3914 + }, + "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": 191, + "IoU": 0.0, + "TN": 16193, + "TP": 0, + "n_pred": 191, + "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": 2255, + "IoU": 0.0, + "TN": 14129, + "TP": 0, + "n_pred": 2255, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0043.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": 1663, + "IoU": 0.0, + "TN": 47489, + "TP": 0, + "n_pred": 1663, + "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": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 2915, + "FP": 0, + "IoU": 0.0, + "TN": 13469, + "TP": 0, + "n_pred": 0, + "n_ref": 2915 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 16335, + "TP": 0, + "n_pred": 49, + "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": 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": 0.5689839572192513, + "FN": 477, + "FP": 732, + "IoU": 0.3976083707025411, + "TN": 14377, + "TP": 798, + "n_pred": 1530, + "n_ref": 1275 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06642066420664207, + "FN": 7, + "FP": 246, + "IoU": 0.03435114503816794, + "TN": 16122, + "TP": 9, + "n_pred": 255, + "n_ref": 16 + }, + "7": { + "Dice": 0.32416419805332203, + "FN": 1479, + "FP": 1715, + "IoU": 0.19343434343434343, + "TN": 12424, + "TP": 766, + "n_pred": 2481, + "n_ref": 2245 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 16279, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 969, + "IoU": 0.0, + "TN": 15415, + "TP": 0, + "n_pred": 969, + "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": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "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": 1780, + "IoU": 0.0, + "TN": 14604, + "TP": 0, + "n_pred": 1780, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 842, + "IoU": 0.0, + "TN": 15542, + "TP": 0, + "n_pred": 842, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0111.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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 882, + "IoU": 0.0, + "TN": 31886, + "TP": 0, + "n_pred": 882, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 32727, + "TP": 0, + "n_pred": 41, + "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": 0.5888148362793393, + "FN": 1026, + "FP": 393, + "IoU": 0.4172484599589322, + "TN": 30333, + "TP": 1016, + "n_pred": 1409, + "n_ref": 2042 + }, + "15": { + "Dice": 0.0, + "FN": 3681, + "FP": 0, + "IoU": 0.0, + "TN": 29087, + "TP": 0, + "n_pred": 0, + "n_ref": 3681 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 896, + "IoU": 0.0, + "TN": 31872, + "TP": 0, + "n_pred": 896, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 32757, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 886, + "IoU": 0.0, + "TN": 31882, + "TP": 0, + "n_pred": 886, + "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": 4749, + "IoU": 0.0, + "TN": 28019, + "TP": 0, + "n_pred": 4749, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0185.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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 16347, + "TP": 0, + "n_pred": 37, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "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": 6337, + "FP": 0, + "IoU": 0.0, + "TN": 10047, + "TP": 0, + "n_pred": 0, + "n_ref": 6337 + }, + "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": 0.8002628120893561, + "FN": 302, + "FP": 2, + "IoU": 0.6670317634173056, + "TN": 15471, + "TP": 609, + "n_pred": 611, + "n_ref": 911 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0307.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 198.56923076923078, + "FP": 73.49230769230768, + "IoU": NaN, + "TN": 17200.28717948718, + "TP": 171.95897435897436, + "n_pred": 245.45128205128205, + "n_ref": 370.52820512820506 + }, + "mean": { + "1": { + "Dice": 0.17398843930635838, + "FN": 33.84615384615385, + "FP": 71.38461538461539, + "IoU": 0.15396419437340153, + "TN": 17377.0, + "TP": 162.07692307692307, + "n_pred": 233.46153846153845, + "n_ref": 195.92307692307693 + }, + "10": { + "Dice": 0.0, + "FN": 634.4615384615385, + "FP": 0.6923076923076923, + "IoU": 0.0, + "TN": 17009.153846153848, + "TP": 0.0, + "n_pred": 0.6923076923076923, + "n_ref": 634.4615384615385 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 17644.30769230769, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 28.53846153846154, + "IoU": 0.0, + "TN": 17615.76923076923, + "TP": 0.0, + "n_pred": 28.53846153846154, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 328.15384615384613, + "FP": 0.6153846153846154, + "IoU": 0.0, + "TN": 17315.53846153846, + "TP": 0.0, + "n_pred": 0.6153846153846154, + "n_ref": 328.15384615384613 + }, + "14": { + "Dice": 0.38095238095238093, + "FN": 1.6923076923076923, + "FP": 3.3076923076923075, + "IoU": 0.23529411764705882, + "TN": 17637.76923076923, + "TP": 1.5384615384615385, + "n_pred": 4.846153846153846, + "n_ref": 3.230769230769231 + }, + "15": { + "Dice": 0.43801691509742535, + "FN": 186.76923076923077, + "FP": 31.384615384615383, + "IoU": 0.3897064937224578, + "TN": 16705.076923076922, + "TP": 721.0769230769231, + "n_pred": 752.4615384615385, + "n_ref": 907.8461538461538 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 174.15384615384616, + "IoU": 0.0, + "TN": 17470.153846153848, + "TP": 0.0, + "n_pred": 174.15384615384616, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.29964552875142664, + "FN": 196.15384615384616, + "FP": 142.30769230769232, + "IoU": 0.2596592223332079, + "TN": 16705.69230769231, + "TP": 600.1538461538462, + "n_pred": 742.4615384615385, + "n_ref": 796.3076923076923 + }, + "4": { + "Dice": 0.7870411651062565, + "FN": 68.15384615384616, + "FP": 42.07692307692308, + "IoU": 0.6488605733888753, + "TN": 17330.384615384617, + "TP": 203.69230769230768, + "n_pred": 245.76923076923077, + "n_ref": 271.84615384615387 + }, + "5": { + "Dice": 0.0, + "FN": 475.38461538461536, + "FP": 0.0, + "IoU": 0.0, + "TN": 17168.923076923078, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 475.38461538461536 + }, + "6": { + "Dice": 0.16409374928040937, + "FN": 176.23076923076923, + "FP": 247.30769230769232, + "IoU": 0.1290945640210346, + "TN": 16726.30769230769, + "TP": 494.46153846153845, + "n_pred": 741.7692307692307, + "n_ref": 670.6923076923077 + }, + "7": { + "Dice": 0.07360710854947165, + "FN": 231.15384615384616, + "FP": 152.07692307692307, + "IoU": 0.041371397718836474, + "TN": 17213.923076923078, + "TP": 47.15384615384615, + "n_pred": 199.23076923076923, + "n_ref": 278.3076923076923 + }, + "8": { + "Dice": 0.1533577124212286, + "FN": 646.5384615384615, + "FP": 160.92307692307693, + "IoU": 0.10837641633642663, + "TN": 16487.615384615383, + "TP": 349.2307692307692, + "n_pred": 510.15384615384613, + "n_ref": 995.7692307692307 + }, + "9": { + "Dice": 0.0, + "FN": 0.0, + "FP": 47.61538461538461, + "IoU": 0.0, + "TN": 17596.69230769231, + "TP": 0.0, + "n_pred": 47.61538461538461, + "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": 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": 0.7870411651062565, + "FN": 886, + "FP": 547, + "IoU": 0.6488605733888753, + "TN": 12303, + "TP": 2648, + "n_pred": 3195, + "n_ref": 3534 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8385231901195638, + "FN": 2191, + "FP": 267, + "IoU": 0.721945701357466, + "TN": 7544, + "TP": 6382, + "n_pred": 6649, + "n_ref": 8573 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 15775, + "TP": 0, + "n_pred": 609, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 16370, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 16324, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "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": 110, + "IoU": 0.0, + "TN": 16274, + "TP": 0, + "n_pred": 110, + "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": 0.6479017400204709, + "FN": 3418, + "FP": 1398, + "IoU": 0.47918243754731266, + "TN": 7137, + "TP": 4431, + "n_pred": 5829, + "n_ref": 7849 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0076.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": 1443, + "IoU": 0.0, + "TN": 14941, + "TP": 0, + "n_pred": 1443, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 3429, + "FP": 0, + "IoU": 0.0, + "TN": 12955, + "TP": 0, + "n_pred": 0, + "n_ref": 3429 + }, + "6": { + "Dice": 0.4742268041237113, + "FN": 100, + "FP": 2, + "IoU": 0.3108108108108108, + "TN": 16236, + "TP": 46, + "n_pred": 48, + "n_ref": 146 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1908, + "FP": 0, + "IoU": 0.0, + "TN": 14476, + "TP": 0, + "n_pred": 0, + "n_ref": 1908 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 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": 0.0, + "FN": 0, + "FP": 976, + "IoU": 0.0, + "TN": 15408, + "TP": 0, + "n_pred": 976, + "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": 2751, + "FP": 0, + "IoU": 0.0, + "TN": 13633, + "TP": 0, + "n_pred": 0, + "n_ref": 2751 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.22082132564841497, + "FN": 3005, + "FP": 1321, + "IoU": 0.12411419315650941, + "TN": 11445, + "TP": 613, + "n_pred": 1934, + "n_ref": 3618 + }, + "8": { + "Dice": 0.11063372717508056, + "FN": 1656, + "FP": 0, + "IoU": 0.05855599772598067, + "TN": 14625, + "TP": 103, + "n_pred": 103, + "n_ref": 1759 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0171.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": 4206, + "FP": 0, + "IoU": 0.0, + "TN": 28562, + "TP": 0, + "n_pred": 0, + "n_ref": 4206 + }, + "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": 0.008253094910591471, + "FN": 1423, + "FP": 19, + "IoU": 0.004143646408839779, + "TN": 31320, + "TP": 6, + "n_pred": 25, + "n_ref": 1429 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 32238, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.869942196531792, + "FN": 364, + "FP": 266, + "IoU": 0.7698209718670077, + "TN": 13647, + "TP": 2107, + "n_pred": 2373, + "n_ref": 2471 + }, + "10": { + "Dice": 0.0, + "FN": 3775, + "FP": 0, + "IoU": 0.0, + "TN": 12609, + "TP": 0, + "n_pred": 0, + "n_ref": 3775 + }, + "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": 244, + "IoU": 0.0, + "TN": 16140, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "3": { + "Dice": 0.0343213728549142, + "FN": 299, + "FP": 1558, + "IoU": 0.01746031746031746, + "TN": 14494, + "TP": 33, + "n_pred": 1591, + "n_ref": 332 + }, + "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": 50, + "IoU": 0.0, + "TN": 16334, + "TP": 0, + "n_pred": 50, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 15939, + "TP": 0, + "n_pred": 445, + "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": 357, + "IoU": 0.0, + "TN": 16027, + "TP": 0, + "n_pred": 357, + "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": 183, + "IoU": 0.0, + "TN": 16201, + "TP": 0, + "n_pred": 183, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 16116, + "TP": 0, + "n_pred": 268, + "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": 797, + "IoU": 0.0, + "TN": 15587, + "TP": 0, + "n_pred": 797, + "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": 85, + "IoU": 0.0, + "TN": 16299, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 16259, + "TP": 0, + "n_pred": 125, + "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": 0.8646152133993656, + "FN": 2251, + "FP": 182, + "IoU": 0.761517349539306, + "TN": 6182, + "TP": 7769, + "n_pred": 7951, + "n_ref": 10020 + }, + "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": 675, + "IoU": 0.0, + "TN": 15709, + "TP": 0, + "n_pred": 675, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 76, + "FP": 0, + "IoU": 0.0, + "TN": 16308, + "TP": 0, + "n_pred": 0, + "n_ref": 76 + }, + "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": 38, + "IoU": 0.0, + "TN": 16346, + "TP": 0, + "n_pred": 38, + "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": 57, + "IoU": 0.0, + "TN": 16327, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 16337, + "TP": 0, + "n_pred": 47, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 16292, + "TP": 0, + "n_pred": 92, + "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": 0.38095238095238093, + "FN": 22, + "FP": 43, + "IoU": 0.23529411764705882, + "TN": 16299, + "TP": 20, + "n_pred": 63, + "n_ref": 42 + }, + "15": { + "Dice": 0.8760338301948507, + "FN": 2428, + "FP": 225, + "IoU": 0.7794129874449156, + "TN": 4357, + "TP": 9374, + "n_pred": 9599, + "n_ref": 11802 + }, + "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": 93, + "IoU": 0.0, + "TN": 16291, + "TP": 0, + "n_pred": 93, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 4473, + "FP": 7, + "IoU": 0.0, + "TN": 11904, + "TP": 0, + "n_pred": 7, + "n_ref": 4473 + }, + "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": 738, + "IoU": 0.0, + "TN": 15646, + "TP": 0, + "n_pred": 738, + "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": 506, + "IoU": 0.0, + "TN": 15878, + "TP": 0, + "n_pred": 506, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 346.2923076923077, + "FP": 175.35384615384615, + "IoU": NaN, + "TN": 21962.64615384616, + "TP": 201.24615384615385, + "n_pred": 376.6, + "n_ref": 547.5384615384615 + }, + "mean": { + "1": { + "Dice": 0.11468710089399745, + "FN": 154.6153846153846, + "FP": 65.15384615384616, + "IoU": 0.08039391226499552, + "TN": 22431.23076923077, + "TP": 34.53846153846154, + "n_pred": 99.6923076923077, + "n_ref": 189.15384615384616 + }, + "10": { + "Dice": 0.0, + "FN": 65.38461538461539, + "FP": 44.76923076923077, + "IoU": 0.0, + "TN": 22575.384615384617, + "TP": 0.0, + "n_pred": 44.76923076923077, + "n_ref": 65.38461538461539 + }, + "11": { + "Dice": 0.0, + "FN": 72.23076923076923, + "FP": 0.0, + "IoU": 0.0, + "TN": 22613.30769230769, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 72.23076923076923 + }, + "12": { + "Dice": 0.0, + "FN": 74.46153846153847, + "FP": 0.0, + "IoU": 0.0, + "TN": 22611.076923076922, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 74.46153846153847 + }, + "13": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.5384615384615385, + "IoU": 0.0, + "TN": 22684.0, + "TP": 0.0, + "n_pred": 1.5384615384615385, + "n_ref": 0.0 + }, + "14": { + "Dice": 0.09924500870043045, + "FN": 219.6153846153846, + "FP": 65.92307692307692, + "IoU": 0.0549298515226965, + "TN": 22385.076923076922, + "TP": 14.923076923076923, + "n_pred": 80.84615384615384, + "n_ref": 234.53846153846155 + }, + "15": { + "Dice": 0.1826551488974767, + "FN": 360.61538461538464, + "FP": 503.9230769230769, + "IoU": 0.11173689333889585, + "TN": 21573.76923076923, + "TP": 247.23076923076923, + "n_pred": 751.1538461538462, + "n_ref": 607.8461538461538 + }, + "2": { + "Dice": 0.0, + "FN": 801.5384615384615, + "FP": 209.23076923076923, + "IoU": 0.0, + "TN": 21674.76923076923, + "TP": 0.0, + "n_pred": 209.23076923076923, + "n_ref": 801.5384615384615 + }, + "3": { + "Dice": 0.023188632104934416, + "FN": 1003.8461538461538, + "FP": 1112.076923076923, + "IoU": 0.012158179138693303, + "TN": 20523.923076923078, + "TP": 45.69230769230769, + "n_pred": 1157.7692307692307, + "n_ref": 1049.5384615384614 + }, + "4": { + "Dice": 0.254314259763851, + "FN": 166.0, + "FP": 0.6923076923076923, + "IoU": 0.1705237515225335, + "TN": 22432.69230769231, + "TP": 86.15384615384616, + "n_pred": 86.84615384615384, + "n_ref": 252.15384615384616 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 22685.53846153846, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.4519635828888595, + "FN": 1321.6153846153845, + "FP": 278.7692307692308, + "IoU": 0.3707998793504876, + "TN": 19188.23076923077, + "TP": 1896.923076923077, + "n_pred": 2175.6923076923076, + "n_ref": 3218.5384615384614 + }, + "7": { + "Dice": 0.0, + "FN": 0.0, + "FP": 186.30769230769232, + "IoU": 0.0, + "TN": 22499.23076923077, + "TP": 0.0, + "n_pred": 186.30769230769232, + "n_ref": 0.0 + }, + "8": { + "Dice": 0.43700901949374454, + "FN": 954.4615384615385, + "FP": 149.0, + "IoU": 0.3881136950904393, + "TN": 20888.846153846152, + "TP": 693.2307692307693, + "n_pred": 842.2307692307693, + "n_ref": 1647.6923076923076 + }, + "9": { + "Dice": 0.0, + "FN": 0.0, + "FP": 12.923076923076923, + "IoU": 0.0, + "TN": 22672.615384615383, + "TP": 0.0, + "n_pred": 12.923076923076923, + "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": 0.0, + "FN": 0, + "FP": 569, + "IoU": 0.0, + "TN": 15815, + "TP": 0, + "n_pred": 569, + "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": 0.09275452841973766, + "FN": 0, + "FP": 11620, + "IoU": 0.04863271655477321, + "TN": 4170, + "TP": 594, + "n_pred": 12214, + "n_ref": 594 + }, + "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": 11747, + "FP": 0, + "IoU": 0.0, + "TN": 4637, + "TP": 0, + "n_pred": 0, + "n_ref": 11747 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5734355044699873, + "FN": 207, + "FP": 461, + "IoU": 0.40196956132497763, + "TN": 64419, + "TP": 449, + "n_pred": 910, + "n_ref": 656 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 65523, + "TP": 0, + "n_pred": 13, + "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": 0.002793296089385475, + "FN": 1285, + "FP": 857, + "IoU": 0.0013986013986013986, + "TN": 63391, + "TP": 3, + "n_pred": 860, + "n_ref": 1288 + }, + "15": { + "Dice": 0.3653102977949534, + "FN": 4688, + "FP": 6480, + "IoU": 0.2234737866777917, + "TN": 51154, + "TP": 3214, + "n_pred": 9694, + "n_ref": 7902 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2720, + "IoU": 0.0, + "TN": 62816, + "TP": 0, + "n_pred": 2720, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 11265, + "FP": 0, + "IoU": 0.0, + "TN": 54271, + "TP": 0, + "n_pred": 0, + "n_ref": 11265 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 3, + "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": 2083, + "IoU": 0.0, + "TN": 63453, + "TP": 0, + "n_pred": 2083, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 65314, + "TP": 0, + "n_pred": 222, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1803, + "FP": 0, + "IoU": 0.0, + "TN": 14581, + "TP": 0, + "n_pred": 0, + "n_ref": 1803 + }, + "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": 968, + "FP": 0, + "IoU": 0.0, + "TN": 15416, + "TP": 0, + "n_pred": 0, + "n_ref": 968 + }, + "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": 1785, + "FP": 0, + "IoU": 0.0, + "TN": 14599, + "TP": 0, + "n_pred": 0, + "n_ref": 1785 + }, + "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": 76, + "IoU": 0.0, + "TN": 16308, + "TP": 0, + "n_pred": 76, + "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": 168, + "IoU": 0.0, + "TN": 16216, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 16367, + "TP": 0, + "n_pred": 17, + "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": 0.508628519527702, + "FN": 2158, + "FP": 6, + "IoU": 0.341047503045067, + "TN": 13100, + "TP": 1120, + "n_pred": 1126, + "n_ref": 3278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8856708536682935, + "FN": 867, + "FP": 562, + "IoU": 0.7948018380241241, + "TN": 9420, + "TP": 5535, + "n_pred": 6097, + "n_ref": 6402 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2200, + "IoU": 0.0, + "TN": 14184, + "TP": 0, + "n_pred": 2200, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0045.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": 850, + "FP": 0, + "IoU": 0.0, + "TN": 31918, + "TP": 0, + "n_pred": 0, + "n_ref": 850 + }, + "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": 0.44810715812473284, + "FN": 10796, + "FP": 823, + "IoU": 0.28874877571008817, + "TN": 16432, + "TP": 4717, + "n_pred": 5540, + "n_ref": 15513 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.9110801393728223, + "FN": 2495, + "FP": 57, + "IoU": 0.8366824523230513, + "TN": 758, + "TP": 13074, + "n_pred": 13131, + "n_ref": 15569 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 939, + "FP": 0, + "IoU": 0.0, + "TN": 15445, + "TP": 0, + "n_pred": 0, + "n_ref": 939 + }, + "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": 20, + "IoU": 0.0, + "TN": 16364, + "TP": 0, + "n_pred": 20, + "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": 3519, + "FP": 0, + "IoU": 0.0, + "TN": 12865, + "TP": 0, + "n_pred": 0, + "n_ref": 3519 + }, + "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": 0.46692334616730835, + "FN": 3023, + "FP": 23, + "IoU": 0.3045662100456621, + "TN": 12004, + "TP": 1334, + "n_pred": 1357, + "n_ref": 4357 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 16291, + "TP": 0, + "n_pred": 93, + "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": 6901, + "FP": 0, + "IoU": 0.0, + "TN": 9483, + "TP": 0, + "n_pred": 0, + "n_ref": 6901 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2837, + "IoU": 0.0, + "TN": 13547, + "TP": 0, + "n_pred": 2837, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 32492, + "TP": 0, + "n_pred": 276, + "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": 0.19569672131147542, + "FN": 1570, + "FP": 0, + "IoU": 0.1084611016467916, + "TN": 31007, + "TP": 191, + "n_pred": 191, + "n_ref": 1761 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 32697, + "TP": 0, + "n_pred": 71, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.8740180389874891, + "FN": 661, + "FP": 1937, + "IoU": 0.7762273901808786, + "TN": 4774, + "TP": 9012, + "n_pred": 10949, + "n_ref": 9673 + }, + "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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0378.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_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3085130/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 264.62908424908426, + "FP": 143.93838827838826, + "IoU": NaN, + "TN": 19346.78336996337, + "TP": 139.50630036630037, + "n_pred": 283.44468864468865, + "n_ref": 404.13538461538457 + }, + "mean": { + "1": { + "Dice": 0.12462325049261043, + "FN": 270.1428571428571, + "FP": 160.65604395604393, + "IoU": 0.08872052505415405, + "TN": 19337.973626373623, + "TP": 126.08461538461538, + "n_pred": 286.7406593406593, + "n_ref": 396.2274725274725 + }, + "10": { + "Dice": 0.0017668356263577118, + "FN": 159.72307692307692, + "FP": 148.93076923076924, + "IoU": 0.0008993070912575558, + "TN": 19584.326373626373, + "TP": 1.876923076923077, + "n_pred": 150.80769230769232, + "n_ref": 161.6 + }, + "11": { + "Dice": NaN, + "FN": 46.05604395604396, + "FP": 1.3857142857142857, + "IoU": NaN, + "TN": 19845.672527472525, + "TP": 1.7428571428571427, + "n_pred": 3.1285714285714286, + "n_ref": 47.7989010989011 + }, + "12": { + "Dice": 0.0, + "FN": 62.67142857142858, + "FP": 6.225274725274725, + "IoU": 0.0, + "TN": 19825.96043956044, + "TP": 0.0, + "n_pred": 6.225274725274725, + "n_ref": 62.67142857142858 + }, + "13": { + "Dice": 0.0, + "FN": 211.14615384615385, + "FP": 44.94615384615385, + "IoU": 0.0, + "TN": 19638.764835164835, + "TP": 0.0, + "n_pred": 44.94615384615385, + "n_ref": 211.14615384615385 + }, + "14": { + "Dice": 0.25168798546198, + "FN": 288.8054945054945, + "FP": 123.96153846153845, + "IoU": 0.18374368607094452, + "TN": 19255.745054945055, + "TP": 226.34505494505487, + "n_pred": 350.3065934065934, + "n_ref": 515.1505494505494 + }, + "15": { + "Dice": 0.18392774750946683, + "FN": 300.96923076923076, + "FP": 251.46483516483514, + "IoU": 0.13980931597260077, + "TN": 19076.946153846155, + "TP": 265.4769230769231, + "n_pred": 516.9417582417583, + "n_ref": 566.4461538461538 + }, + "2": { + "Dice": 0.010644118378512807, + "FN": 365.4648351648351, + "FP": 291.067032967033, + "IoU": 0.005783783783783783, + "TN": 19224.568131868135, + "TP": 13.757142857142858, + "n_pred": 304.8241758241758, + "n_ref": 379.221978021978 + }, + "3": { + "Dice": 0.1394900997121284, + "FN": 358.1582417582418, + "FP": 306.1934065934066, + "IoU": 0.115425411085777, + "TN": 18998.659340659342, + "TP": 231.8461538461538, + "n_pred": 538.0395604395604, + "n_ref": 590.0043956043955 + }, + "4": { + "Dice": 0.36395774040362394, + "FN": 94.03516483516485, + "FP": 161.98571428571432, + "IoU": 0.2965651757703448, + "TN": 19384.08131868132, + "TP": 254.75494505494507, + "n_pred": 416.74065934065936, + "n_ref": 348.7901098901099 + }, + "5": { + "Dice": NaN, + "FN": 192.56923076923076, + "FP": 1.0648351648351648, + "IoU": NaN, + "TN": 19701.223076923074, + "TP": 0.0, + "n_pred": 1.0648351648351648, + "n_ref": 192.56923076923076 + }, + "6": { + "Dice": 0.23058793290400365, + "FN": 548.4615384615385, + "FP": 441.76153846153846, + "IoU": 0.17813371039711878, + "TN": 18242.8, + "TP": 661.834065934066, + "n_pred": 1103.5956043956044, + "n_ref": 1210.2956043956042 + }, + "7": { + "Dice": 0.07124963574873384, + "FN": 529.1065934065934, + "FP": 105.29560439560441, + "IoU": 0.040798640857899984, + "TN": 19215.464835164836, + "TP": 44.99010989010989, + "n_pred": 150.2857142857143, + "n_ref": 574.0967032967034 + }, + "8": { + "Dice": NaN, + "FN": 359.789010989011, + "FP": 75.10109890109891, + "IoU": NaN, + "TN": 19200.262637362634, + "TP": 259.70439560439564, + "n_pred": 334.8054945054945, + "n_ref": 619.4934065934066 + }, + "9": { + "Dice": 0.017041154335032515, + "FN": 182.33736263736265, + "FP": 39.036263736263734, + "IoU": 0.008825198193446519, + "TN": 19669.302197802193, + "TP": 4.181318681318681, + "n_pred": 43.21758241758242, + "n_ref": 186.51868131868133 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_002/summary.json b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9411341404acc79450b6a053e070f957f2a1187d --- /dev/null +++ b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.22370586643900697, + "FN": 110265.34133333333, + "FP": 43001.278666666665, + "IoU": 0.15499702650538477, + "TN": 96227369.03066665, + "TP": 76325.18933333334, + "n_pred": 119326.46800000002, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.24151250959778764, + "FN": 157339.82, + "FP": 42367.4, + "IoU": 0.15182146253789802, + "TN": 96220305.3, + "TP": 36948.32, + "n_pred": 79315.72, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.038386947975642086, + "FN": 72423.84, + "FP": 2863.4, + "IoU": 0.02041812095515981, + "TN": 96379874.88, + "TP": 1798.72, + "n_pred": 4662.12, + "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": 0.005731761831526372, + "FN": 4225.14, + "FP": 56.72, + "IoU": 0.0030286119849222432, + "TN": 96452667.46, + "TP": 11.52, + "n_pred": 68.24, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.0023014157692103202, + "FN": 57756.38, + "FP": 2332.72, + "IoU": 0.0011630929084969607, + "TN": 96396769.98, + "TP": 101.76, + "n_pred": 2434.48, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.43770430752499706, + "FN": 88542.06, + "FP": 35854.2, + "IoU": 0.3119046764750023, + "TN": 96282748.5, + "TP": 49816.08, + "n_pred": 85670.28, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.403915360479148, + "FN": 34537.6, + "FP": 18423.0, + "IoU": 0.28036959947342394, + "TN": 96384490.8, + "TP": 19509.44, + "n_pred": 37932.44, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.17490407739515873, + "FN": 136550.92, + "FP": 34380.34, + "IoU": 0.10174310009432502, + "TN": 96265738.8, + "TP": 20290.78, + "n_pred": 54671.12, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.25114046899391235, + "FN": 116377.28, + "FP": 76531.08, + "IoU": 0.16702954907448236, + "TN": 96217027.18, + "TP": 47025.3, + "n_pred": 123556.38, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.34882682952490646, + "FN": 16082.8, + "FP": 14478.68, + "IoU": 0.24719152021253418, + "TN": 96415904.66, + "TP": 10494.7, + "n_pred": 24973.38, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.09813607090788144, + "FN": 16193.94, + "FP": 1358.3, + "IoU": 0.06148805192639545, + "TN": 96438450.38, + "TP": 958.22, + "n_pred": 2316.52, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.6771258648141515, + "FN": 474273.38, + "FP": 358957.1, + "IoU": 0.5220479804789177, + "TN": 94738780.12, + "TP": 884950.24, + "n_pred": 1243907.34, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.04318338266350596, + "FN": 333098.32, + "FP": 5035.86, + "IoU": 0.022819685124998355, + "TN": 96113000.32, + "TP": 5826.34, + "n_pred": 10862.2, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5421685190270399, + "FN": 70042.1, + "FP": 43680.08, + "IoU": 0.37892843866825676, + "TN": 96280911.58, + "TP": 62327.08, + "n_pred": 106007.16, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.09055048008023736, + "FN": 72836.16, + "FP": 8700.3, + "IoU": 0.055001507665958495, + "TN": 96370605.04, + "TP": 4819.34, + "n_pred": 13519.64, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.1438818099794232, + "FN": 81607, + "FP": 50284, + "IoU": 0.0775175906108803, + "TN": 119450346, + "TP": 11083, + "n_pred": 61367, + "n_ref": 92690 + }, + "10": { + "Dice": 0.022262411166866197, + "FN": 74461, + "FP": 2309, + "IoU": 0.011256504044098706, + "TN": 119515676, + "TP": 874, + "n_pred": 3183, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0, + "FN": 52757, + "FP": 1392, + "IoU": 0.0, + "TN": 119539171, + "TP": 0, + "n_pred": 1392, + "n_ref": 52757 + }, + "14": { + "Dice": 0.27622309263616324, + "FN": 206512, + "FP": 8208, + "IoU": 0.16024294759731397, + "TN": 119337627, + "TP": 40973, + "n_pred": 49181, + "n_ref": 247485 + }, + "15": { + "Dice": 0.10625779996434302, + "FN": 28095, + "FP": 52113, + "IoU": 0.05610996045942384, + "TN": 119508344, + "TP": 4768, + "n_pred": 56881, + "n_ref": 32863 + }, + "2": { + "Dice": 0.08944443797253061, + "FN": 133120, + "FP": 23206, + "IoU": 0.046815931318748324, + "TN": 119429316, + "TP": 7678, + "n_pred": 30884, + "n_ref": 140798 + }, + "3": { + "Dice": 0.43500748967010866, + "FN": 88629, + "FP": 123724, + "IoU": 0.27796138754581745, + "TN": 119299218, + "TP": 81749, + "n_pred": 205473, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5867867457320095, + "FN": 43367, + "FP": 4993, + "IoU": 0.4152145785215909, + "TN": 119510623, + "TP": 34337, + "n_pred": 39330, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 143, + "IoU": 0.0, + "TN": 119528913, + "TP": 0, + "n_pred": 143, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7199052674018921, + "FN": 444494, + "FP": 129340, + "IoU": 0.5623843681793431, + "TN": 118282046, + "TP": 737440, + "n_pred": 866780, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12563, + "IoU": 0.0, + "TN": 119580757, + "TP": 0, + "n_pred": 12563, + "n_ref": 0 + }, + "8": { + "Dice": 0.4228382642580317, + "FN": 196657, + "FP": 48620, + "IoU": 0.2681007627027608, + "TN": 119258196, + "TP": 89847, + "n_pred": 138467, + "n_ref": 286504 + }, + "9": { + "Dice": 0.0032317138855973283, + "FN": 76399, + "FP": 6878, + "IoU": 0.0016184721622788088, + "TN": 119509908, + "TP": 135, + "n_pred": 7013, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5327066342170286, + "FN": 116878, + "FP": 8887, + "IoU": 0.3630539377057483, + "TN": 72628210, + "TP": 71685, + "n_pred": 80572, + "n_ref": 188563 + }, + "10": { + "Dice": 0.10451623020228948, + "FN": 64452, + "FP": 4074, + "IoU": 0.05513960703205791, + "TN": 72753135, + "TP": 3999, + "n_pred": 8073, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0037306768797253586, + "FN": 50089, + "FP": 116, + "IoU": 0.0018688244299091433, + "TN": 72775361, + "TP": 94, + "n_pred": 210, + "n_ref": 50183 + }, + "14": { + "Dice": 0.642655537939811, + "FN": 31691, + "FP": 18572, + "IoU": 0.47346532579090717, + "TN": 72730200, + "TP": 45197, + "n_pred": 63769, + "n_ref": 76888 + }, + "15": { + "Dice": 0.20327025394164994, + "FN": 37266, + "FP": 3615, + "IoU": 0.11313346060395696, + "TN": 72779564, + "TP": 5215, + "n_pred": 8830, + "n_ref": 42481 + }, + "2": { + "Dice": 0.2962621135209968, + "FN": 108558, + "FP": 21067, + "IoU": 0.17388949079089924, + "TN": 72668750, + "TP": 27285, + "n_pred": 48352, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5839009309902997, + "FN": 44892, + "FP": 72341, + "IoU": 0.41233056624959896, + "TN": 72626172, + "TP": 82255, + "n_pred": 154596, + "n_ref": 127147 + }, + "4": { + "Dice": 0.12591948642503678, + "FN": 25127, + "FP": 1015, + "IoU": 0.0671900089206066, + "TN": 72797635, + "TP": 1883, + "n_pred": 2898, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 47, + "IoU": 0.0, + "TN": 72816974, + "TP": 0, + "n_pred": 47, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6715877988801978, + "FN": 434365, + "FP": 322055, + "IoU": 0.5055567829880472, + "TN": 71295818, + "TP": 773422, + "n_pred": 1095477, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.016014928467758656, + "FN": 236950, + "FP": 338, + "IoU": 0.008072101296301716, + "TN": 72586441, + "TP": 1931, + "n_pred": 2269, + "n_ref": 238881 + }, + "8": { + "Dice": 0.7489533426369543, + "FN": 16065, + "FP": 12178, + "IoU": 0.598661399420224, + "TN": 72755288, + "TP": 42129, + "n_pred": 54307, + "n_ref": 58194 + }, + "9": { + "Dice": 0.023224312590448624, + "FN": 76982, + "FP": 7387, + "IoU": 0.011748582673476081, + "TN": 72740288, + "TP": 1003, + "n_pred": 8390, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04439541209366024, + "FN": 253039, + "FP": 48395, + "IoU": 0.022701630159903514, + "TN": 71501052, + "TP": 7002, + "n_pred": 55397, + "n_ref": 260041 + }, + "10": { + "Dice": 0.0, + "FN": 93718, + "FP": 3758, + "IoU": 0.0, + "TN": 71712012, + "TP": 0, + "n_pred": 3758, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.005085882775082294, + "FN": 63738, + "FP": 35, + "IoU": 0.002549424424424424, + "TN": 71745552, + "TP": 163, + "n_pred": 198, + "n_ref": 63901 + }, + "14": { + "Dice": 0.4814399802344255, + "FN": 356540, + "FP": 263, + "IoU": 0.31703717598778025, + "TN": 71287054, + "TP": 165631, + "n_pred": 165894, + "n_ref": 522171 + }, + "15": { + "Dice": 0.014802562706754323, + "FN": 179249, + "FP": 8971, + "IoU": 0.007456468776696162, + "TN": 71619854, + "TP": 1414, + "n_pred": 10385, + "n_ref": 180663 + }, + "2": { + "Dice": 0.11278616601712912, + "FN": 137208, + "FP": 14864, + "IoU": 0.05976332092643658, + "TN": 71647750, + "TP": 9666, + "n_pred": 24530, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5056786785826822, + "FN": 74263, + "FP": 142227, + "IoU": 0.33840022981339885, + "TN": 71482266, + "TP": 110732, + "n_pred": 252959, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5005998643784884, + "FN": 4378, + "FP": 14770, + "IoU": 0.33386675943642374, + "TN": 71780743, + "TP": 9597, + "n_pred": 24367, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7353537276396879, + "FN": 313374, + "FP": 359491, + "IoU": 0.5814698890206172, + "TN": 70201802, + "TP": 934821, + "n_pred": 1294312, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.0643528852429954, + "FN": 227154, + "FP": 5068, + "IoU": 0.033246186638246855, + "TN": 71569280, + "TP": 7986, + "n_pred": 13054, + "n_ref": 235140 + }, + "8": { + "Dice": 0.5626885859952138, + "FN": 29859, + "FP": 49998, + "IoU": 0.39148689735051395, + "TN": 71678255, + "TP": 51376, + "n_pred": 101374, + "n_ref": 81235 + }, + "9": { + "Dice": 0.03589146926048308, + "FN": 86228, + "FP": 17351, + "IoU": 0.01827366904565574, + "TN": 71703981, + "TP": 1928, + "n_pred": 19279, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43478290306637146, + "FN": 149977, + "FP": 16987, + "IoU": 0.2777780180897219, + "TN": 135214329, + "TP": 64217, + "n_pred": 81204, + "n_ref": 214194 + }, + "10": { + "Dice": 0.04949644313004556, + "FN": 82658, + "FP": 12476, + "IoU": 0.02537623833379435, + "TN": 135347899, + "TP": 2477, + "n_pred": 14953, + "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": 76, + "IoU": 0.0, + "TN": 135439926, + "TP": 0, + "n_pred": 76, + "n_ref": 5508 + }, + "13": { + "Dice": 0.0, + "FN": 40573, + "FP": 4392, + "IoU": 0.0, + "TN": 135400545, + "TP": 0, + "n_pred": 4392, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6684347243170773, + "FN": 63244, + "FP": 15894, + "IoU": 0.5019917059449118, + "TN": 135286601, + "TP": 79771, + "n_pred": 95665, + "n_ref": 143015 + }, + "15": { + "Dice": 0.38476765705131155, + "FN": 30404, + "FP": 36417, + "IoU": 0.23821195676957455, + "TN": 135357794, + "TP": 20895, + "n_pred": 57312, + "n_ref": 51299 + }, + "2": { + "Dice": 0.07909187979864749, + "FN": 200206, + "FP": 17132, + "IoU": 0.04117421284593089, + "TN": 135218839, + "TP": 9333, + "n_pred": 26465, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5190067294045394, + "FN": 88271, + "FP": 168615, + "IoU": 0.35044502882573075, + "TN": 135050030, + "TP": 138594, + "n_pred": 307209, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6648167469531823, + "FN": 6893, + "FP": 23305, + "IoU": 0.49792172380540684, + "TN": 135385364, + "TP": 29948, + "n_pred": 53253, + "n_ref": 36841 + }, + "5": { + "Dice": 0.04782830863566684, + "FN": 27342, + "FP": 609, + "IoU": 0.02450005235053921, + "TN": 135416857, + "TP": 702, + "n_pred": 1311, + "n_ref": 28044 + }, + "6": { + "Dice": 0.7728247464278625, + "FN": 474898, + "FP": 223232, + "IoU": 0.6297590700091747, + "TN": 133559900, + "TP": 1187480, + "n_pred": 1410712, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.056994287524811525, + "FN": 192854, + "FP": 9532, + "IoU": 0.029333051961132266, + "TN": 135237008, + "TP": 6116, + "n_pred": 15648, + "n_ref": 198970 + }, + "8": { + "Dice": 0.400283609721511, + "FN": 203252, + "FP": 55573, + "IoU": 0.250221609376539, + "TN": 135100308, + "TP": 86377, + "n_pred": 141950, + "n_ref": 289629 + }, + "9": { + "Dice": 0.0, + "FN": 98034, + "FP": 3559, + "IoU": 0.0, + "TN": 135343917, + "TP": 0, + "n_pred": 3559, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004637044494272335, + "FN": 255606, + "FP": 5414, + "IoU": 0.0023239102848318987, + "TN": 105492377, + "TP": 608, + "n_pred": 6022, + "n_ref": 256214 + }, + "10": { + "Dice": 0.0011057360055286801, + "FN": 60449, + "FP": 4594, + "IoU": 0.0005531738348776103, + "TN": 105688926, + "TP": 36, + "n_pred": 4630, + "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": 0.0, + "FN": 4404, + "FP": 159, + "IoU": 0.0, + "TN": 105749442, + "TP": 0, + "n_pred": 159, + "n_ref": 4404 + }, + "13": { + "Dice": 0.023386455143814645, + "FN": 79932, + "FP": 1082, + "IoU": 0.011831576893052302, + "TN": 105672021, + "TP": 970, + "n_pred": 2052, + "n_ref": 80902 + }, + "14": { + "Dice": 0.5428772385435264, + "FN": 111612, + "FP": 32021, + "IoU": 0.3725679489083618, + "TN": 105525083, + "TP": 85289, + "n_pred": 117310, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5446286410040273, + "FN": 16302, + "FP": 3146, + "IoU": 0.37421970525773857, + "TN": 105722927, + "TP": 11630, + "n_pred": 14776, + "n_ref": 27932 + }, + "2": { + "Dice": 0.21152376327513037, + "FN": 127844, + "FP": 58879, + "IoU": 0.11827037951730424, + "TN": 105542236, + "TP": 25046, + "n_pred": 83925, + "n_ref": 152890 + }, + "3": { + "Dice": 0.013579244913380539, + "FN": 170247, + "FP": 5982, + "IoU": 0.006836036564060369, + "TN": 105576563, + "TP": 1213, + "n_pred": 7195, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2363684771033014, + "FN": 31976, + "FP": 25388, + "IoU": 0.1340237311675372, + "TN": 105687763, + "TP": 8878, + "n_pred": 34266, + "n_ref": 40854 + }, + "5": { + "Dice": 0.004562935923342676, + "FN": 12330, + "FP": 2941, + "IoU": 0.002286684960146348, + "TN": 105738699, + "TP": 35, + "n_pred": 2976, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7442148288271312, + "FN": 458440, + "FP": 282685, + "IoU": 0.5926290944589312, + "TN": 103934717, + "TP": 1078163, + "n_pred": 1360848, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.03746293744634496, + "FN": 263189, + "FP": 3659, + "IoU": 0.01908903437349517, + "TN": 105481964, + "TP": 5193, + "n_pred": 8852, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6305123379639606, + "FN": 22834, + "FP": 54325, + "IoU": 0.4604001594483646, + "TN": 105611012, + "TP": 65834, + "n_pred": 120159, + "n_ref": 88668 + }, + "9": { + "Dice": 0.30582044716840384, + "FN": 59638, + "FP": 9226, + "IoU": 0.1805124177406495, + "TN": 105669972, + "TP": 15169, + "n_pred": 24395, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12822905663860204, + "FN": 234497, + "FP": 20530, + "IoU": 0.06850681013795597, + "TN": 96864097, + "TP": 18756, + "n_pred": 39286, + "n_ref": 253253 + }, + "10": { + "Dice": 0.06190633245382586, + "FN": 108820, + "FP": 4952, + "IoU": 0.031941868182359646, + "TN": 97020354, + "TP": 3754, + "n_pred": 8706, + "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": 0.0017687375635640063, + "FN": 4514, + "FP": 1, + "IoU": 0.0008851515822084533, + "TN": 97133361, + "TP": 4, + "n_pred": 5, + "n_ref": 4518 + }, + "13": { + "Dice": 0.00027185521767835645, + "FN": 49890, + "FP": 1594, + "IoU": 0.00013594608766580567, + "TN": 97086389, + "TP": 7, + "n_pred": 1601, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6041273525936103, + "FN": 149695, + "FP": 718, + "IoU": 0.43279546577269284, + "TN": 96872697, + "TP": 114770, + "n_pred": 115488, + "n_ref": 264465 + }, + "15": { + "Dice": 0.10265818237799558, + "FN": 18371, + "FP": 51575, + "IoU": 0.05410631939091511, + "TN": 97063933, + "TP": 4001, + "n_pred": 55576, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5346310913111553, + "FN": 55198, + "FP": 88957, + "IoU": 0.3648440253789214, + "TN": 96910920, + "TP": 82805, + "n_pred": 171762, + "n_ref": 138003 + }, + "3": { + "Dice": 0.014344087333048728, + "FN": 156699, + "FP": 85728, + "IoU": 0.007223853458972689, + "TN": 96893689, + "TP": 1764, + "n_pred": 87492, + "n_ref": 158463 + }, + "4": { + "Dice": 0.580390765704306, + "FN": 6227, + "FP": 24527, + "IoU": 0.4088383984007074, + "TN": 97085857, + "TP": 21269, + "n_pred": 45796, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 2, + "IoU": 0.0, + "TN": 97123245, + "TP": 0, + "n_pred": 2, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7141849345010339, + "FN": 337130, + "FP": 593900, + "IoU": 0.5554336340147729, + "TN": 95043637, + "TP": 1163213, + "n_pred": 1757113, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.17980124797781372, + "FN": 228576, + "FP": 5658, + "IoU": 0.09878110716099543, + "TN": 96877972, + "TP": 25674, + "n_pred": 31332, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6657095475950722, + "FN": 27899, + "FP": 72690, + "IoU": 0.49892401342990644, + "TN": 96937134, + "TP": 100157, + "n_pred": 172847, + "n_ref": 128056 + }, + "9": { + "Dice": 0.012323226300150066, + "FN": 67960, + "FP": 31423, + "IoU": 0.006199814005579832, + "TN": 97037877, + "TP": 620, + "n_pred": 32043, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5556077735460319, + "FN": 99619, + "FP": 18580, + "IoU": 0.38466544154011945, + "TN": 130574703, + "TP": 73890, + "n_pred": 92470, + "n_ref": 173509 + }, + "10": { + "Dice": 0.030135100872903765, + "FN": 76000, + "FP": 4331, + "IoU": 0.015298054646416356, + "TN": 130685213, + "TP": 1248, + "n_pred": 5579, + "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": 0.0, + "FN": 3328, + "FP": 24, + "IoU": 0.0, + "TN": 130763440, + "TP": 0, + "n_pred": 24, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 719, + "IoU": 0.0, + "TN": 130704706, + "TP": 0, + "n_pred": 719, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6977644056822943, + "FN": 67821, + "FP": 11537, + "IoU": 0.535820406635315, + "TN": 130595828, + "TP": 91606, + "n_pred": 103143, + "n_ref": 159427 + }, + "15": { + "Dice": 0.622598834060718, + "FN": 9246, + "FP": 14448, + "IoU": 0.45200980618900044, + "TN": 130723554, + "TP": 19544, + "n_pred": 33992, + "n_ref": 28790 + }, + "2": { + "Dice": 0.17463826181463163, + "FN": 147370, + "FP": 31854, + "IoU": 0.09567323460403158, + "TN": 130568607, + "TP": 18961, + "n_pred": 50815, + "n_ref": 166331 + }, + "3": { + "Dice": 0.3038010886613156, + "FN": 100193, + "FP": 201651, + "IoU": 0.17910699425077917, + "TN": 130399090, + "TP": 65858, + "n_pred": 267509, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6058483480315625, + "FN": 15578, + "FP": 3104, + "IoU": 0.4345641646489104, + "TN": 130733752, + "TP": 14358, + "n_pred": 17462, + "n_ref": 29936 + }, + "5": { + "Dice": 0.24356855047008988, + "FN": 26594, + "FP": 2692, + "IoU": 0.13867239198847092, + "TN": 130732791, + "TP": 4715, + "n_pred": 7407, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7268942286821394, + "FN": 432916, + "FP": 246522, + "IoU": 0.570961380474846, + "TN": 129183163, + "TP": 904191, + "n_pred": 1150713, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.021569686084819902, + "FN": 440659, + "FP": 3338, + "IoU": 0.010902423973748639, + "TN": 130317901, + "TP": 4894, + "n_pred": 8232, + "n_ref": 445553 + }, + "8": { + "Dice": 0.607729083872714, + "FN": 113462, + "FP": 37263, + "IoU": 0.43650203192002424, + "TN": 130499311, + "TP": 116756, + "n_pred": 154019, + "n_ref": 230218 + }, + "9": { + "Dice": 0.0, + "FN": 102029, + "FP": 0, + "IoU": 0.0, + "TN": 130664763, + "TP": 0, + "n_pred": 0, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17443949004584564, + "FN": 159180, + "FP": 235182, + "IoU": 0.09555393485709568, + "TN": 71799982, + "TP": 41664, + "n_pred": 276846, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0, + "FN": 62663, + "FP": 3399, + "IoU": 0.0, + "TN": 72169946, + "TP": 0, + "n_pred": 3399, + "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": 352, + "IoU": 0.0, + "TN": 72231585, + "TP": 0, + "n_pred": 352, + "n_ref": 4071 + }, + "13": { + "Dice": 0.0, + "FN": 70438, + "FP": 268, + "IoU": 0.0, + "TN": 72165302, + "TP": 0, + "n_pred": 268, + "n_ref": 70438 + }, + "14": { + "Dice": 0.02950133496495717, + "FN": 69602, + "FP": 209560, + "IoU": 0.014971507207000582, + "TN": 71952603, + "TP": 4243, + "n_pred": 213803, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2427523727351165, + "FN": 22689, + "FP": 12417, + "IoU": 0.13814351999607197, + "TN": 72195275, + "TP": 5627, + "n_pred": 18044, + "n_ref": 28316 + }, + "2": { + "Dice": 0.16017796342829793, + "FN": 112570, + "FP": 41838, + "IoU": 0.08706166153264, + "TN": 72066875, + "TP": 14725, + "n_pred": 56563, + "n_ref": 127295 + }, + "3": { + "Dice": 0.04791205944130356, + "FN": 163068, + "FP": 42722, + "IoU": 0.02454400667399795, + "TN": 72025040, + "TP": 5178, + "n_pred": 47900, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 46423, + "IoU": 0.0, + "TN": 72189585, + "TP": 0, + "n_pred": 46423, + "n_ref": 0 + }, + "5": { + "Dice": 0.3224139368175377, + "FN": 6293, + "FP": 1836, + "IoU": 0.1921892079896651, + "TN": 72225945, + "TP": 1934, + "n_pred": 3770, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4184253669887656, + "FN": 819507, + "FP": 1104938, + "IoU": 0.2645625177941213, + "TN": 69619273, + "TP": 692290, + "n_pred": 1797228, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.02700952943448088, + "FN": 334505, + "FP": 8155, + "IoU": 0.013689640085660995, + "TN": 71888592, + "TP": 4756, + "n_pred": 12911, + "n_ref": 339261 + }, + "8": { + "Dice": 0.5640263068813772, + "FN": 20925, + "FP": 51199, + "IoU": 0.39278317533549983, + "TN": 72117230, + "TP": 46654, + "n_pred": 97853, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 4308, + "IoU": 0.0, + "TN": 72182080, + "TP": 0, + "n_pred": 4308, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 6.985374372407771e-05, + "FN": 88988, + "FP": 25529, + "IoU": 3.492809179102523e-05, + "TN": 52438599, + "TP": 4, + "n_pred": 25533, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 386, + "IoU": 0.0, + "TN": 52505550, + "TP": 0, + "n_pred": 386, + "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": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "n_ref": 55837 + }, + "15": { + "Dice": 0.01845625581228986, + "FN": 25011, + "FP": 2431, + "IoU": 0.009314079422382672, + "TN": 52525420, + "TP": 258, + "n_pred": 2689, + "n_ref": 25269 + }, + "2": { + "Dice": 0.17278297211289323, + "FN": 120172, + "FP": 22537, + "IoU": 0.09456072785874262, + "TN": 52395507, + "TP": 14904, + "n_pred": 37441, + "n_ref": 135076 + }, + "3": { + "Dice": 0.32977973717294606, + "FN": 113845, + "FP": 5038, + "IoU": 0.1974468544734053, + "TN": 52404989, + "TP": 29248, + "n_pred": 34286, + "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": 0.35480978608940694, + "FN": 4897, + "FP": 140, + "IoU": 0.2156649018997197, + "TN": 52546698, + "TP": 1385, + "n_pred": 1525, + "n_ref": 6282 + }, + "6": { + "Dice": 0.54896414416199, + "FN": 445811, + "FP": 91545, + "IoU": 0.3783256919209273, + "TN": 51688751, + "TP": 327013, + "n_pred": 418558, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0, + "FN": 193064, + "FP": 564, + "IoU": 0.0, + "TN": 52359492, + "TP": 0, + "n_pred": 564, + "n_ref": 193064 + }, + "8": { + "Dice": 0.4405932143825369, + "FN": 37592, + "FP": 18121, + "IoU": 0.28253898754716494, + "TN": 52475467, + "TP": 21940, + "n_pred": 40061, + "n_ref": 59532 + }, + "9": { + "Dice": 0.0, + "FN": 78090, + "FP": 1280, + "IoU": 0.0, + "TN": 52473750, + "TP": 0, + "n_pred": 1280, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.327032744665195, + "FN": 214501, + "FP": 107425, + "IoU": 0.195480660857135, + "TN": 143737103, + "TP": 78221, + "n_pred": 185646, + "n_ref": 292722 + }, + "10": { + "Dice": 0.022565227611063228, + "FN": 97127, + "FP": 2673, + "IoU": 0.011411363816467231, + "TN": 144036298, + "TP": 1152, + "n_pred": 3825, + "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": 0.0003541703559412077, + "FN": 5645, + "FP": 0, + "IoU": 0.00017711654268508679, + "TN": 144131604, + "TP": 1, + "n_pred": 1, + "n_ref": 5646 + }, + "13": { + "Dice": 0.035982164460267536, + "FN": 102219, + "FP": 9341, + "IoU": 0.018320691293711833, + "TN": 144023608, + "TP": 2082, + "n_pred": 11423, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5155323904407706, + "FN": 267662, + "FP": 33, + "IoU": 0.34728436452301126, + "TN": 143727125, + "TP": 142430, + "n_pred": 142463, + "n_ref": 410092 + }, + "15": { + "Dice": 0.443266578726466, + "FN": 13425, + "FP": 9788, + "IoU": 0.2847414802489678, + "TN": 144104796, + "TP": 9241, + "n_pred": 19029, + "n_ref": 22666 + }, + "2": { + "Dice": 0.2450983848466687, + "FN": 113704, + "FP": 36187, + "IoU": 0.13966502892827623, + "TN": 143963026, + "TP": 24333, + "n_pred": 60520, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5980430563623182, + "FN": 41383, + "FP": 137151, + "IoU": 0.42657733468658865, + "TN": 143825902, + "TP": 132814, + "n_pred": 269965, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7452742237651717, + "FN": 9201, + "FP": 19488, + "IoU": 0.5939737892383028, + "TN": 144066592, + "TP": 41969, + "n_pred": 61457, + "n_ref": 51170 + }, + "5": { + "Dice": 0.051944925861736956, + "FN": 31053, + "FP": 8333, + "IoU": 0.026665019152353885, + "TN": 144096785, + "TP": 1079, + "n_pred": 9412, + "n_ref": 32132 + }, + "6": { + "Dice": 0.681701788330657, + "FN": 301956, + "FP": 684764, + "IoU": 0.5171074209889334, + "TN": 142093897, + "TP": 1056633, + "n_pred": 1741397, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.08028278312658035, + "FN": 238250, + "FP": 9451, + "IoU": 0.04182010893111345, + "TN": 143878738, + "TP": 10811, + "n_pred": 20262, + "n_ref": 249061 + }, + "8": { + "Dice": 0.5166767240338893, + "FN": 122090, + "FP": 78146, + "IoU": 0.3483237487103882, + "TN": 143829987, + "TP": 107027, + "n_pred": 185173, + "n_ref": 229117 + }, + "9": { + "Dice": 0.0, + "FN": 94460, + "FP": 1024, + "IoU": 0.0, + "TN": 144041766, + "TP": 0, + "n_pred": 1024, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5556281533563026, + "FN": 126847, + "FP": 12576, + "IoU": 0.3846849789044433, + "TN": 111552332, + "TP": 87165, + "n_pred": 99741, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0, + "FN": 46002, + "FP": 1581, + "IoU": 0.0, + "TN": 111731337, + "TP": 0, + "n_pred": 1581, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 7.555009915950514e-05, + "FN": 52941, + "FP": 0, + "IoU": 3.7776476588028637e-05, + "TN": 111725977, + "TP": 2, + "n_pred": 2, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6655207826603967, + "FN": 30412, + "FP": 31470, + "IoU": 0.4987119874277012, + "TN": 111655474, + "TP": 61564, + "n_pred": 93034, + "n_ref": 91976 + }, + "15": { + "Dice": 0.16860032518532808, + "FN": 7673, + "FP": 22496, + "IoU": 0.0920609124834477, + "TN": 111745692, + "TP": 3059, + "n_pred": 25555, + "n_ref": 10732 + }, + "2": { + "Dice": 0.07522173571348377, + "FN": 197264, + "FP": 25135, + "IoU": 0.039080727951469905, + "TN": 111547476, + "TP": 9045, + "n_pred": 34180, + "n_ref": 206309 + }, + "3": { + "Dice": 0.028103410979016794, + "FN": 60386, + "FP": 150777, + "IoU": 0.014251969974231617, + "TN": 111564704, + "TP": 3053, + "n_pred": 153830, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7358670336650434, + "FN": 4777, + "FP": 5203, + "IoU": 0.5821120509170086, + "TN": 111755038, + "TP": 13902, + "n_pred": 19105, + "n_ref": 18679 + }, + "5": { + "Dice": 0.008329679964927663, + "FN": 26302, + "FP": 842, + "IoU": 0.004182258419546555, + "TN": 111751662, + "TP": 114, + "n_pred": 956, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7363832445379116, + "FN": 455838, + "FP": 101853, + "IoU": 0.5827583730231765, + "TN": 110442306, + "TP": 778923, + "n_pred": 880776, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.006199187802679134, + "FN": 237615, + "FP": 11509, + "IoU": 0.0031092312555772088, + "TN": 111529019, + "TP": 777, + "n_pred": 12286, + "n_ref": 238392 + }, + "8": { + "Dice": 0.3383022901074907, + "FN": 210933, + "FP": 48475, + "IoU": 0.2035883470823189, + "TN": 111453199, + "TP": 66313, + "n_pred": 114788, + "n_ref": 277246 + }, + "9": { + "Dice": 0.0, + "FN": 80339, + "FP": 0, + "IoU": 0.0, + "TN": 111698581, + "TP": 0, + "n_pred": 0, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 2.9280576241740438e-05, + "FN": 165401, + "FP": 39507, + "IoU": 1.4640502462044498e-05, + "TN": 198882964, + "TP": 3, + "n_pred": 39510, + "n_ref": 165404 + }, + "10": { + "Dice": 0.038331096390584636, + "FN": 61799, + "FP": 4836, + "IoU": 0.01954004384738755, + "TN": 199019912, + "TP": 1328, + "n_pred": 6164, + "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": 0.0, + "FN": 3335, + "FP": 57, + "IoU": 0.0, + "TN": 199084483, + "TP": 0, + "n_pred": 57, + "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": 0.1170346175158214, + "FN": 42935, + "FP": 17617, + "IoU": 0.06215441802834353, + "TN": 199023310, + "TP": 4013, + "n_pred": 21630, + "n_ref": 46948 + }, + "15": { + "Dice": 0.25428679340299637, + "FN": 118368, + "FP": 96, + "IoU": 0.1456635559850572, + "TN": 198949213, + "TP": 20198, + "n_pred": 20294, + "n_ref": 138566 + }, + "2": { + "Dice": 0.16587247161705146, + "FN": 115428, + "FP": 26885, + "IoU": 0.0904367166678384, + "TN": 198931412, + "TP": 14150, + "n_pred": 41035, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5732196998265329, + "FN": 43827, + "FP": 97640, + "IoU": 0.40175750937747123, + "TN": 198851404, + "TP": 95004, + "n_pred": 192644, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 6639, + "IoU": 0.0, + "TN": 199064116, + "TP": 0, + "n_pred": 6639, + "n_ref": 17120 + }, + "5": { + "Dice": 0.09887258410880458, + "FN": 18963, + "FP": 1179, + "IoU": 0.05200734221301831, + "TN": 199066628, + "TP": 1105, + "n_pred": 2284, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6795554236579894, + "FN": 414244, + "FP": 284371, + "IoU": 0.5146413835410966, + "TN": 197648496, + "TP": 740764, + "n_pred": 1025135, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.0006113014352848282, + "FN": 156128, + "FP": 818, + "IoU": 0.0003057441685669516, + "TN": 198930881, + "TP": 48, + "n_pred": 866, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5643237433335306, + "FN": 56401, + "FP": 39260, + "IoU": 0.3930717254068458, + "TN": 198930260, + "TP": 61954, + "n_pred": 101214, + "n_ref": 118355 + }, + "9": { + "Dice": 0.033873167873589, + "FN": 101549, + "FP": 3982, + "IoU": 0.017228373734645794, + "TN": 198980494, + "TP": 1850, + "n_pred": 5832, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44499415821417126, + "FN": 98298, + "FP": 116416, + "IoU": 0.2861688015931328, + "TN": 130774401, + "TP": 86077, + "n_pred": 202493, + "n_ref": 184375 + }, + "10": { + "Dice": 0.20444489547391922, + "FN": 72648, + "FP": 5746, + "IoU": 0.11386166593192942, + "TN": 130986725, + "TP": 10073, + "n_pred": 15819, + "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": 0.0, + "FN": 4635, + "FP": 912, + "IoU": 0.0, + "TN": 131069645, + "TP": 0, + "n_pred": 912, + "n_ref": 4635 + }, + "13": { + "Dice": 0.016401205337925096, + "FN": 89396, + "FP": 2000, + "IoU": 0.008268408602617244, + "TN": 130983034, + "TP": 762, + "n_pred": 2762, + "n_ref": 90158 + }, + "14": { + "Dice": 0.04026587838402058, + "FN": 49380, + "FP": 295416, + "IoU": 0.02054660269466436, + "TN": 130723163, + "TP": 7233, + "n_pred": 302649, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6282869467588489, + "FN": 6314, + "FP": 18848, + "IoU": 0.45803088719925905, + "TN": 131028765, + "TP": 21265, + "n_pred": 40113, + "n_ref": 27579 + }, + "2": { + "Dice": 0.21210572927311125, + "FN": 135348, + "FP": 49700, + "IoU": 0.11863438053687439, + "TN": 130865236, + "TP": 24908, + "n_pred": 74608, + "n_ref": 160256 + }, + "3": { + "Dice": 0.3212461677506247, + "FN": 144751, + "FP": 46756, + "IoU": 0.1913599013621815, + "TN": 130838366, + "TP": 45319, + "n_pred": 92075, + "n_ref": 190070 + }, + "4": { + "Dice": 0.3993022885514526, + "FN": 45495, + "FP": 37501, + "IoU": 0.24945515052314593, + "TN": 130964611, + "TP": 27585, + "n_pred": 65086, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 3110, + "IoU": 0.0, + "TN": 131057383, + "TP": 0, + "n_pred": 3110, + "n_ref": 14699 + }, + "6": { + "Dice": 0.668655543589638, + "FN": 380475, + "FP": 697308, + "IoU": 0.5022408290882893, + "TN": 128909922, + "TP": 1087487, + "n_pred": 1784795, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.007409004888718176, + "FN": 774268, + "FP": 3567, + "IoU": 0.0037182768098901297, + "TN": 130294454, + "TP": 2903, + "n_pred": 6470, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6769988071837777, + "FN": 47593, + "FP": 29311, + "IoU": 0.5117144344690091, + "TN": 130917694, + "TP": 80594, + "n_pred": 109905, + "n_ref": 128187 + }, + "9": { + "Dice": 0.0, + "FN": 65543, + "FP": 12689, + "IoU": 0.0, + "TN": 130996960, + "TP": 0, + "n_pred": 12689, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3291433758081888, + "FN": 164045, + "FP": 45860, + "IoU": 0.1969907956449552, + "TN": 101355802, + "TP": 51493, + "n_pred": 97353, + "n_ref": 215538 + }, + "10": { + "Dice": 0.013741227885867966, + "FN": 45496, + "FP": 1444, + "IoU": 0.00691814585228595, + "TN": 101569933, + "TP": 327, + "n_pred": 1771, + "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": 0.0, + "FN": 5490, + "FP": 14, + "IoU": 0.0, + "TN": 101611696, + "TP": 0, + "n_pred": 14, + "n_ref": 5490 + }, + "13": { + "Dice": 0.0, + "FN": 60084, + "FP": 191, + "IoU": 0.0, + "TN": 101556925, + "TP": 0, + "n_pred": 191, + "n_ref": 60084 + }, + "14": { + "Dice": 0.5012430902695125, + "FN": 23867, + "FP": 51563, + "IoU": 0.33443921893887923, + "TN": 101503867, + "TP": 37903, + "n_pred": 89466, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5696796402198656, + "FN": 12745, + "FP": 18257, + "IoU": 0.3982881431593657, + "TN": 101565677, + "TP": 20521, + "n_pred": 38778, + "n_ref": 33266 + }, + "2": { + "Dice": 0.022248510665386433, + "FN": 170246, + "FP": 14067, + "IoU": 0.011249396491604528, + "TN": 101430790, + "TP": 2097, + "n_pred": 16164, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6150924182981681, + "FN": 27401, + "FP": 154790, + "IoU": 0.44413968587154173, + "TN": 101289436, + "TP": 145573, + "n_pred": 300363, + "n_ref": 172974 + }, + "4": { + "Dice": 0.20512531045382704, + "FN": 8945, + "FP": 47383, + "IoU": 0.11428391722749859, + "TN": 101553604, + "TP": 7268, + "n_pred": 54651, + "n_ref": 16213 + }, + "5": { + "Dice": 0.08751996069278958, + "FN": 28946, + "FP": 768, + "IoU": 0.04576254857252963, + "TN": 101586061, + "TP": 1425, + "n_pred": 2193, + "n_ref": 30371 + }, + "6": { + "Dice": 0.6558959899364476, + "FN": 572756, + "FP": 435530, + "IoU": 0.4879800856374465, + "TN": 99647968, + "TP": 960946, + "n_pred": 1396476, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.022365432725008936, + "FN": 422982, + "FP": 1023, + "IoU": 0.011309183756747618, + "TN": 101188345, + "TP": 4850, + "n_pred": 5873, + "n_ref": 427832 + }, + "8": { + "Dice": 0.3489467801564784, + "FN": 171065, + "FP": 56107, + "IoU": 0.2113479904600227, + "TN": 101329149, + "TP": 60879, + "n_pred": 116986, + "n_ref": 231944 + }, + "9": { + "Dice": 0.001176244658889049, + "FN": 80949, + "FP": 2269, + "IoU": 0.000588468420863007, + "TN": 101533933, + "TP": 49, + "n_pred": 2318, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07395958506541207, + "FN": 202880, + "FP": 15209, + "IoU": 0.038399809522129826, + "TN": 118955414, + "TP": 8709, + "n_pred": 23918, + "n_ref": 211589 + }, + "10": { + "Dice": 0.07124422789820269, + "FN": 77670, + "FP": 2581, + "IoU": 0.036937920771880135, + "TN": 119098883, + "TP": 3078, + "n_pred": 5659, + "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": 226, + "IoU": 0.0, + "TN": 119177851, + "TP": 0, + "n_pred": 226, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0, + "FN": 33075, + "FP": 512, + "IoU": 0.0, + "TN": 119148625, + "TP": 0, + "n_pred": 512, + "n_ref": 33075 + }, + "14": { + "Dice": 0.004833530505323644, + "FN": 65581, + "FP": 52187, + "IoU": 0.0024226201568773613, + "TN": 119064158, + "TP": 286, + "n_pred": 52473, + "n_ref": 65867 + }, + "15": { + "Dice": 0.40230045311955387, + "FN": 14949, + "FP": 2199, + "IoU": 0.2517998167459313, + "TN": 119159293, + "TP": 5771, + "n_pred": 7970, + "n_ref": 20720 + }, + "2": { + "Dice": 0.16261989503528987, + "FN": 171920, + "FP": 50180, + "IoU": 0.08850639810232039, + "TN": 118938546, + "TP": 21566, + "n_pred": 71746, + "n_ref": 193486 + }, + "3": { + "Dice": 0.0013723068478111707, + "FN": 196860, + "FP": 6896, + "IoU": 0.0006866245536940401, + "TN": 118978316, + "TP": 140, + "n_pred": 7036, + "n_ref": 197000 + }, + "4": { + "Dice": 0.3162980523962428, + "FN": 32797, + "FP": 12769, + "IoU": 0.18785869603963926, + "TN": 119126106, + "TP": 10540, + "n_pred": 23309, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0020214498287382783, + "FN": 17704, + "FP": 69, + "IoU": 0.0010117475127873643, + "TN": 119164421, + "TP": 18, + "n_pred": 87, + "n_ref": 17722 + }, + "6": { + "Dice": 0.7193456453237371, + "FN": 539726, + "FP": 396002, + "IoU": 0.5617016353374918, + "TN": 117047301, + "TP": 1199183, + "n_pred": 1595185, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.0054846856180793884, + "FN": 296779, + "FP": 10387, + "IoU": 0.0027498839334703404, + "TN": 118874199, + "TP": 847, + "n_pred": 11234, + "n_ref": 297626 + }, + "8": { + "Dice": 0.6033696609088978, + "FN": 32475, + "FP": 32852, + "IoU": 0.43201815399596577, + "TN": 119067196, + "TP": 49689, + "n_pred": 82541, + "n_ref": 82164 + }, + "9": { + "Dice": 0.16721030960911182, + "FN": 76140, + "FP": 17304, + "IoU": 0.0912326768781911, + "TN": 119079387, + "TP": 9381, + "n_pred": 26685, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36480, + "IoU": 0.0, + "TN": 61296000, + "TP": 0, + "n_pred": 36480, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 6363, + "IoU": 0.0, + "TN": 61291689, + "TP": 0, + "n_pred": 6363, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0, + "FN": 52696, + "FP": 7, + "IoU": 0.0, + "TN": 61279777, + "TP": 0, + "n_pred": 7, + "n_ref": 52696 + }, + "14": { + "Dice": 0.6492163247133537, + "FN": 137883, + "FP": 5510, + "IoU": 0.4806219801076476, + "TN": 61056394, + "TP": 132693, + "n_pred": 138203, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3658022613974115, + "FN": 74967, + "FP": 5689, + "IoU": 0.22384210475668082, + "TN": 61228563, + "TP": 23261, + "n_pred": 28950, + "n_ref": 98228 + }, + "2": { + "Dice": 0.09850733960085765, + "FN": 151386, + "FP": 23518, + "IoU": 0.05180526943510788, + "TN": 61148020, + "TP": 9556, + "n_pred": 33074, + "n_ref": 160942 + }, + "3": { + "Dice": 0.02475193245984321, + "FN": 126839, + "FP": 15477, + "IoU": 0.012531050082568935, + "TN": 61188358, + "TP": 1806, + "n_pred": 17283, + "n_ref": 128645 + }, + "4": { + "Dice": 0.11169375983219716, + "FN": 39420, + "FP": 4624, + "IoU": 0.059150236045542905, + "TN": 61285667, + "TP": 2769, + "n_pred": 7393, + "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": 0.7413984922058996, + "FN": 348104, + "FP": 250431, + "IoU": 0.5890653138540398, + "TN": 59875959, + "TP": 857986, + "n_pred": 1108417, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.00809724423143818, + "FN": 203389, + "FP": 1919, + "IoU": 0.004065080088869054, + "TN": 61126334, + "TP": 838, + "n_pred": 2757, + "n_ref": 204227 + }, + "8": { + "Dice": 0.416916024702362, + "FN": 56019, + "FP": 17249, + "IoU": 0.26335685990629587, + "TN": 61233018, + "TP": 26194, + "n_pred": 43443, + "n_ref": 82213 + }, + "9": { + "Dice": 0.1605508763942636, + "FN": 56321, + "FP": 17433, + "IoU": 0.08728204239731706, + "TN": 61251673, + "TP": 7053, + "n_pred": 24486, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5567581350646293, + "FN": 106193, + "FP": 6796, + "IoU": 0.38576911368183003, + "TN": 148923548, + "TP": 70963, + "n_pred": 77759, + "n_ref": 177156 + }, + "10": { + "Dice": 0.03779176565676357, + "FN": 71259, + "FP": 7313, + "IoU": 0.01925981401735006, + "TN": 149027385, + "TP": 1543, + "n_pred": 8856, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 284, + "IoU": 0.0, + "TN": 149022849, + "TP": 0, + "n_pred": 284, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6340284475781865, + "FN": 35876, + "FP": 30146, + "IoU": 0.46415933512969515, + "TN": 148984288, + "TP": 57190, + "n_pred": 87336, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7061271075024922, + "FN": 13605, + "FP": 6736, + "IoU": 0.5457468902833917, + "TN": 149062721, + "TP": 24438, + "n_pred": 31174, + "n_ref": 38043 + }, + "2": { + "Dice": 0.1739590626188678, + "FN": 141226, + "FP": 8617, + "IoU": 0.09526569698287053, + "TN": 148941879, + "TP": 15778, + "n_pred": 24395, + "n_ref": 157004 + }, + "3": { + "Dice": 0.07096022502912801, + "FN": 52808, + "FP": 137765, + "IoU": 0.03678525759283501, + "TN": 148909649, + "TP": 7278, + "n_pred": 145043, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6810508111669275, + "FN": 9293, + "FP": 6199, + "IoU": 0.5163586413586414, + "TN": 149075468, + "TP": 16540, + "n_pred": 22739, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 619, + "IoU": 0.0, + "TN": 149073165, + "TP": 0, + "n_pred": 619, + "n_ref": 33716 + }, + "6": { + "Dice": 0.6367958127338057, + "FN": 442262, + "FP": 314945, + "IoU": 0.4671316437274543, + "TN": 147686498, + "TP": 663795, + "n_pred": 978740, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.016601040641260018, + "FN": 272772, + "FP": 6946, + "IoU": 0.008369995639519425, + "TN": 148825421, + "TP": 2361, + "n_pred": 9307, + "n_ref": 275133 + }, + "8": { + "Dice": 0.544379532871769, + "FN": 136443, + "FP": 18601, + "IoU": 0.3739845276741444, + "TN": 148859832, + "TP": 92624, + "n_pred": 111225, + "n_ref": 229067 + }, + "9": { + "Dice": 0.15112683173319857, + "FN": 80010, + "FP": 3986, + "IoU": 0.08173996698479333, + "TN": 149016027, + "TP": 7477, + "n_pred": 11463, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.054542384963139436, + "FN": 500566, + "FP": 3448, + "IoU": 0.02803576111942486, + "TN": 100194248, + "TP": 14538, + "n_pred": 17986, + "n_ref": 515104 + }, + "10": { + "Dice": 0.0, + "FN": 38471, + "FP": 1433, + "IoU": 0.0, + "TN": 100672896, + "TP": 0, + "n_pred": 1433, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 9, + "IoU": 0.0, + "TN": 100673636, + "TP": 0, + "n_pred": 9, + "n_ref": 39155 + }, + "14": { + "Dice": 0.08550831593347254, + "FN": 144394, + "FP": 58828, + "IoU": 0.04466371760458437, + "TN": 100500077, + "TP": 9501, + "n_pred": 68329, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5379977660247353, + "FN": 55289, + "FP": 13371, + "IoU": 0.36798696576672774, + "TN": 100604163, + "TP": 39977, + "n_pred": 53348, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 5918, + "IoU": 0.0, + "TN": 100473726, + "TP": 0, + "n_pred": 5918, + "n_ref": 233156 + }, + "3": { + "Dice": 0.029102134965920325, + "FN": 220589, + "FP": 3335, + "IoU": 0.01476592749032031, + "TN": 100485520, + "TP": 3356, + "n_pred": 6691, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 2138, + "IoU": 0.0, + "TN": 100653010, + "TP": 0, + "n_pred": 2138, + "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": 0.24589019295802667, + "FN": 1707258, + "FP": 567288, + "IoU": 0.140179475635383, + "TN": 98067427, + "TP": 370827, + "n_pred": 938115, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0, + "FN": 172298, + "FP": 48, + "IoU": 0.0, + "TN": 100540454, + "TP": 0, + "n_pred": 48, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5605094965602654, + "FN": 43997, + "FP": 53235, + "IoU": 0.3893804753979967, + "TN": 100553565, + "TP": 62003, + "n_pred": 115238, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4491724191594135, + "FN": 61447, + "FP": 37659, + "IoU": 0.28963401522427856, + "TN": 100573286, + "TP": 40408, + "n_pred": 78067, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.030644613781882456, + "FN": 76525, + "FP": 6288, + "IoU": 0.015560733220798364, + "TN": 78866578, + "TP": 1309, + "n_pred": 7597, + "n_ref": 77834 + }, + "10": { + "Dice": 0.018436360051266882, + "FN": 38570, + "FP": 1254, + "IoU": 0.009303945469923877, + "TN": 78910502, + "TP": 374, + "n_pred": 1628, + "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": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.22313570778271305, + "FN": 23225, + "FP": 4934, + "IoU": 0.12557836226438532, + "TN": 78918497, + "TP": 4044, + "n_pred": 8978, + "n_ref": 27269 + }, + "15": { + "Dice": 0.800768967874231, + "FN": 12258, + "FP": 11060, + "IoU": 0.6677353624303567, + "TN": 78880521, + "TP": 46861, + "n_pred": 57921, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0637223673313372, + "FN": 96120, + "FP": 21454, + "IoU": 0.03290972650627185, + "TN": 78829125, + "TP": 4001, + "n_pred": 25455, + "n_ref": 100121 + }, + "3": { + "Dice": 0.208418194161575, + "FN": 72397, + "FP": 20883, + "IoU": 0.11633194391815081, + "TN": 78845140, + "TP": 12280, + "n_pred": 33163, + "n_ref": 84677 + }, + "4": { + "Dice": 0.3955124697052615, + "FN": 12069, + "FP": 3395, + "IoU": 0.24650392242849486, + "TN": 78930177, + "TP": 5059, + "n_pred": 8454, + "n_ref": 17128 + }, + "5": { + "Dice": 0.009051037796463391, + "FN": 34636, + "FP": 837, + "IoU": 0.004546092324961414, + "TN": 78915065, + "TP": 162, + "n_pred": 999, + "n_ref": 34798 + }, + "6": { + "Dice": 0.64265846553819, + "FN": 355085, + "FP": 36368, + "IoU": 0.47346850385227907, + "TN": 78207244, + "TP": 352003, + "n_pred": 388371, + "n_ref": 707088 + }, + "7": { + "Dice": 7.458831394497593e-05, + "FN": 721086, + "FP": 2834, + "IoU": 3.729554787850492e-05, + "TN": 78226753, + "TP": 27, + "n_pred": 2861, + "n_ref": 721113 + }, + "8": { + "Dice": 0.3351488523412917, + "FN": 262036, + "FP": 12007, + "IoU": 0.2013085991577168, + "TN": 78607585, + "TP": 69072, + "n_pred": 81079, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 0, + "IoU": 0.0, + "TN": 78893652, + "TP": 0, + "n_pred": 0, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43857572170112014, + "FN": 88001, + "FP": 66124, + "IoU": 0.2808818383296396, + "TN": 104790115, + "TP": 60200, + "n_pred": 126324, + "n_ref": 148201 + }, + "10": { + "Dice": 0.03283411996172578, + "FN": 85707, + "FP": 4252, + "IoU": 0.016691078416369718, + "TN": 104912954, + "TP": 1527, + "n_pred": 5779, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.0, + "FN": 77818, + "FP": 2700, + "IoU": 0.0, + "TN": 104923922, + "TP": 0, + "n_pred": 2700, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7995067362381089, + "FN": 22429, + "FP": 1471, + "IoU": 0.6659818596005758, + "TN": 104932887, + "TP": 47653, + "n_pred": 49124, + "n_ref": 70082 + }, + "15": { + "Dice": 0.10005543702857526, + "FN": 21382, + "FP": 32189, + "IoU": 0.05266229287874233, + "TN": 104947891, + "TP": 2978, + "n_pred": 35167, + "n_ref": 24360 + }, + "2": { + "Dice": 0.13951963420955857, + "FN": 155005, + "FP": 39208, + "IoU": 0.07499118871393326, + "TN": 104794482, + "TP": 15745, + "n_pred": 54953, + "n_ref": 170750 + }, + "3": { + "Dice": 0.4707767506331357, + "FN": 63200, + "FP": 139918, + "IoU": 0.30785351375480896, + "TN": 104710979, + "TP": 90343, + "n_pred": 230261, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24183, + "IoU": 0.0, + "TN": 104980257, + "TP": 0, + "n_pred": 24183, + "n_ref": 0 + }, + "5": { + "Dice": 0.00353386621792175, + "FN": 30017, + "FP": 5512, + "IoU": 0.0017700606877950101, + "TN": 104968848, + "TP": 63, + "n_pred": 5575, + "n_ref": 30080 + }, + "6": { + "Dice": 0.6596576735869194, + "FN": 278180, + "FP": 710039, + "IoU": 0.4921561160813624, + "TN": 103058529, + "TP": 957692, + "n_pred": 1667731, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.1483984639004895, + "FN": 211099, + "FP": 6888, + "IoU": 0.08014600388218415, + "TN": 104767460, + "TP": 18993, + "n_pred": 25881, + "n_ref": 230092 + }, + "8": { + "Dice": 0.36460081170727365, + "FN": 267853, + "FP": 74854, + "IoU": 0.2229430064031635, + "TN": 104563408, + "TP": 98325, + "n_pred": 173179, + "n_ref": 366178 + }, + "9": { + "Dice": 0.0, + "FN": 93554, + "FP": 20926, + "IoU": 0.0, + "TN": 104889960, + "TP": 0, + "n_pred": 20926, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4092212320805889, + "FN": 286095, + "FP": 95105, + "IoU": 0.2572458473379122, + "TN": 177163063, + "TP": 132025, + "n_pred": 227130, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0, + "FN": 71961, + "FP": 4647, + "IoU": 0.0, + "TN": 177599680, + "TP": 0, + "n_pred": 4647, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.0, + "FN": 77083, + "FP": 8308, + "IoU": 0.0, + "TN": 177590897, + "TP": 0, + "n_pred": 8308, + "n_ref": 77083 + }, + "14": { + "Dice": 0.6532938564026647, + "FN": 36528, + "FP": 5628, + "IoU": 0.48510497966362537, + "TN": 177594415, + "TP": 39717, + "n_pred": 45345, + "n_ref": 76245 + }, + "15": { + "Dice": 0.31401140837149516, + "FN": 7535, + "FP": 60773, + "IoU": 0.18624764718496103, + "TN": 177592346, + "TP": 15634, + "n_pred": 76407, + "n_ref": 23169 + }, + "2": { + "Dice": 0.07049546850268418, + "FN": 205837, + "FP": 19078, + "IoU": 0.036535528863453334, + "TN": 177442844, + "TP": 8529, + "n_pred": 27607, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6130663893222396, + "FN": 30206, + "FP": 193016, + "IoU": 0.4420300904112123, + "TN": 177276227, + "TP": 176839, + "n_pred": 369855, + "n_ref": 207045 + }, + "4": { + "Dice": 0.3109391640765937, + "FN": 20127, + "FP": 43279, + "IoU": 0.1840899732345069, + "TN": 177598576, + "TP": 14306, + "n_pred": 57585, + "n_ref": 34433 + }, + "5": { + "Dice": 0.016596723332622045, + "FN": 30831, + "FP": 10646, + "IoU": 0.00836780070289526, + "TN": 177634461, + "TP": 350, + "n_pred": 10996, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6313900315520717, + "FN": 584785, + "FP": 840608, + "IoU": 0.4613367183552663, + "TN": 175030121, + "TP": 1220774, + "n_pred": 2061382, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.007351484485851203, + "FN": 366814, + "FP": 3970, + "IoU": 0.003689303170436133, + "TN": 177304131, + "TP": 1373, + "n_pred": 5343, + "n_ref": 368187 + }, + "8": { + "Dice": 0.5339673981128388, + "FN": 92887, + "FP": 93115, + "IoU": 0.3642261416461581, + "TN": 177383728, + "TP": 106558, + "n_pred": 199673, + "n_ref": 199445 + }, + "9": { + "Dice": 0.0, + "FN": 135224, + "FP": 12124, + "IoU": 0.0, + "TN": 177528940, + "TP": 0, + "n_pred": 12124, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42454589433902973, + "FN": 135724, + "FP": 3449, + "IoU": 0.2694752533974416, + "TN": 193815024, + "TP": 51338, + "n_pred": 54787, + "n_ref": 187062 + }, + "10": { + "Dice": 0.1356295019854224, + "FN": 80710, + "FP": 49, + "IoU": 0.07274814857339687, + "TN": 193918440, + "TP": 6336, + "n_pred": 6385, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.0, + "FN": 66877, + "FP": 0, + "IoU": 0.0, + "TN": 193938658, + "TP": 0, + "n_pred": 0, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7121657096963667, + "FN": 16491, + "FP": 31533, + "IoU": 0.5529948340857263, + "TN": 193898100, + "TP": 59411, + "n_pred": 90944, + "n_ref": 75902 + }, + "15": { + "Dice": 0.724577731816615, + "FN": 7303, + "FP": 3084, + "IoU": 0.5681081081081081, + "TN": 193981485, + "TP": 13663, + "n_pred": 16747, + "n_ref": 20966 + }, + "2": { + "Dice": 0.16279775017308562, + "FN": 124673, + "FP": 21644, + "IoU": 0.08861177379269106, + "TN": 193844992, + "TP": 14226, + "n_pred": 35870, + "n_ref": 138899 + }, + "3": { + "Dice": 0.3246488584084835, + "FN": 94649, + "FP": 71380, + "IoU": 0.19377959064753442, + "TN": 193799600, + "TP": 39906, + "n_pred": 111286, + "n_ref": 134555 + }, + "4": { + "Dice": 0.07634248085159814, + "FN": 18293, + "FP": 47912, + "IoU": 0.0396861084115403, + "TN": 193936594, + "TP": 2736, + "n_pred": 50648, + "n_ref": 21029 + }, + "5": { + "Dice": 0.15355025854458318, + "FN": 24835, + "FP": 2011, + "IoU": 0.08315972815136095, + "TN": 193976254, + "TP": 2435, + "n_pred": 4446, + "n_ref": 27270 + }, + "6": { + "Dice": 0.642760616145592, + "FN": 559254, + "FP": 358843, + "IoU": 0.47357940227185547, + "TN": 192261498, + "TP": 825940, + "n_pred": 1184783, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.034420097502373855, + "FN": 316299, + "FP": 1988, + "IoU": 0.017511421163106555, + "TN": 193681575, + "TP": 5673, + "n_pred": 7661, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5962692455654117, + "FN": 135230, + "FP": 8547, + "IoU": 0.424774654029422, + "TN": 193755586, + "TP": 106172, + "n_pred": 114719, + "n_ref": 241402 + }, + "9": { + "Dice": 0.039778453977365444, + "FN": 96345, + "FP": 3688, + "IoU": 0.020292835806277852, + "TN": 193903430, + "TP": 2072, + "n_pred": 5760, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005282571717982532, + "FN": 113762, + "FP": 146471, + "IoU": 0.002648280725421962, + "TN": 99394876, + "TP": 691, + "n_pred": 147162, + "n_ref": 114453 + }, + "10": { + "Dice": 0.0, + "FN": 71685, + "FP": 63, + "IoU": 0.0, + "TN": 99584052, + "TP": 0, + "n_pred": 63, + "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": 0.0, + "FN": 3568, + "FP": 33, + "IoU": 0.0, + "TN": 99652199, + "TP": 0, + "n_pred": 33, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 2443, + "IoU": 0.0, + "TN": 99607926, + "TP": 0, + "n_pred": 2443, + "n_ref": 45431 + }, + "14": { + "Dice": 0.291591728804332, + "FN": 39143, + "FP": 33726, + "IoU": 0.1706803541756766, + "TN": 99567934, + "TP": 14997, + "n_pred": 48723, + "n_ref": 54140 + }, + "15": { + "Dice": 0.24178859683197376, + "FN": 29544, + "FP": 23157, + "IoU": 0.13751963864886096, + "TN": 99594696, + "TP": 8403, + "n_pred": 31560, + "n_ref": 37947 + }, + "2": { + "Dice": 0.2487692491604812, + "FN": 91861, + "FP": 46391, + "IoU": 0.1420539520798297, + "TN": 99494657, + "TP": 22891, + "n_pred": 69282, + "n_ref": 114752 + }, + "3": { + "Dice": 0.026280964541442235, + "FN": 121972, + "FP": 14151, + "IoU": 0.01331545375471151, + "TN": 99517840, + "TP": 1837, + "n_pred": 15988, + "n_ref": 123809 + }, + "4": { + "Dice": 0.27922738054896645, + "FN": 11902, + "FP": 24257, + "IoU": 0.16226860968885387, + "TN": 99612637, + "TP": 7004, + "n_pred": 31261, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 244, + "IoU": 0.0, + "TN": 99648590, + "TP": 0, + "n_pred": 244, + "n_ref": 6966 + }, + "6": { + "Dice": 0.7623789697416734, + "FN": 416136, + "FP": 168565, + "IoU": 0.616003567410731, + "TN": 98133127, + "TP": 937972, + "n_pred": 1106537, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.2115324074790857, + "FN": 146479, + "FP": 6300, + "IoU": 0.11827578445574324, + "TN": 99482527, + "TP": 20494, + "n_pred": 26794, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5827424783448087, + "FN": 32705, + "FP": 64985, + "IoU": 0.41117614084999426, + "TN": 99489893, + "TP": 68217, + "n_pred": 133202, + "n_ref": 100922 + }, + "9": { + "Dice": 0.0, + "FN": 95534, + "FP": 2873, + "IoU": 0.0, + "TN": 99557393, + "TP": 0, + "n_pred": 2873, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.342516611705321, + "FN": 346220, + "FP": 40373, + "IoU": 0.20664859396130855, + "TN": 62596229, + "TP": 100698, + "n_pred": 141071, + "n_ref": 446918 + }, + "10": { + "Dice": 0.02244736054934908, + "FN": 69982, + "FP": 5183, + "IoU": 0.011351081180617667, + "TN": 63007492, + "TP": 863, + "n_pred": 6046, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 0, + "IoU": 0.0, + "TN": 63037865, + "TP": 0, + "n_pred": 0, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5643, + "IoU": 0.0, + "TN": 63077877, + "TP": 0, + "n_pred": 5643, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0016953204807755005, + "FN": 123855, + "FP": 13938, + "IoU": 0.0008483793778551229, + "TN": 62945610, + "TP": 117, + "n_pred": 14055, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5021744654378284, + "FN": 41621, + "FP": 128826, + "IoU": 0.33526899752354583, + "TN": 62827105, + "TP": 85968, + "n_pred": 214794, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 4979, + "IoU": 0.0, + "TN": 63060512, + "TP": 0, + "n_pred": 4979, + "n_ref": 18029 + }, + "5": { + "Dice": 0.008647110332749562, + "FN": 16875, + "FP": 1239, + "IoU": 0.004342329467377563, + "TN": 63065327, + "TP": 79, + "n_pred": 1318, + "n_ref": 16954 + }, + "6": { + "Dice": 0.6127323450658235, + "FN": 468680, + "FP": 366855, + "IoU": 0.441682859746987, + "TN": 61586996, + "TP": 660989, + "n_pred": 1027844, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.060438167438581734, + "FN": 151770, + "FP": 175, + "IoU": 0.0311607325035707, + "TN": 62926688, + "TP": 4887, + "n_pred": 5062, + "n_ref": 156657 + }, + "8": { + "Dice": 0.5589329537902851, + "FN": 58550, + "FP": 25741, + "IoU": 0.3878604782896027, + "TN": 62945821, + "TP": 53408, + "n_pred": 79149, + "n_ref": 111958 + }, + "9": { + "Dice": 0.0, + "FN": 42889, + "FP": 6791, + "IoU": 0.0, + "TN": 63033840, + "TP": 0, + "n_pred": 6791, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08598803127545021, + "FN": 297022, + "FP": 31813, + "IoU": 0.044925545231961385, + "TN": 109264515, + "TP": 15468, + "n_pred": 47281, + "n_ref": 312490 + }, + "10": { + "Dice": 0.0, + "FN": 87928, + "FP": 3804, + "IoU": 0.0, + "TN": 109517086, + "TP": 0, + "n_pred": 3804, + "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": 0.0, + "FN": 4081, + "FP": 68, + "IoU": 0.0, + "TN": 109604669, + "TP": 0, + "n_pred": 68, + "n_ref": 4081 + }, + "13": { + "Dice": 0.01325843231534598, + "FN": 80222, + "FP": 2686, + "IoU": 0.006673455939615408, + "TN": 109525353, + "TP": 557, + "n_pred": 3243, + "n_ref": 80779 + }, + "14": { + "Dice": 0.007689832514357081, + "FN": 96211, + "FP": 85738, + "IoU": 0.0038597566984571925, + "TN": 109426164, + "TP": 705, + "n_pred": 86443, + "n_ref": 96916 + }, + "15": { + "Dice": 0.47189878204421193, + "FN": 58616, + "FP": 41935, + "IoU": 0.3088138249608183, + "TN": 109463342, + "TP": 44925, + "n_pred": 86860, + "n_ref": 103541 + }, + "2": { + "Dice": 0.16288633257542792, + "FN": 187483, + "FP": 85699, + "IoU": 0.08866426474512944, + "TN": 109309058, + "TP": 26578, + "n_pred": 112277, + "n_ref": 214061 + }, + "3": { + "Dice": 0.20150565070347948, + "FN": 212202, + "FP": 53176, + "IoU": 0.1120413032058167, + "TN": 109309955, + "TP": 33485, + "n_pred": 86661, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 25690, + "IoU": 0.0, + "TN": 109532838, + "TP": 0, + "n_pred": 25690, + "n_ref": 50290 + }, + "5": { + "Dice": 0.11938601478112564, + "FN": 9817, + "FP": 1026, + "IoU": 0.06348246674727932, + "TN": 109597240, + "TP": 735, + "n_pred": 1761, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6604675057428457, + "FN": 327392, + "FP": 621675, + "IoU": 0.49305821887442297, + "TN": 107736676, + "TP": 923075, + "n_pred": 1544750, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.013259725007917238, + "FN": 1189929, + "FP": 6537, + "IoU": 0.006674110941839179, + "TN": 108404313, + "TP": 8039, + "n_pred": 14576, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.5621972013312273, + "FN": 31223, + "FP": 59414, + "IoU": 0.39101134164695767, + "TN": 109459986, + "TP": 58195, + "n_pred": 117609, + "n_ref": 89418 + }, + "9": { + "Dice": 0.017504214641845116, + "FN": 54713, + "FP": 69, + "IoU": 0.008829383028767866, + "TN": 109553548, + "TP": 488, + "n_pred": 557, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13014624941028463, + "FN": 52569, + "FP": 30402, + "IoU": 0.06960236829711364, + "TN": 66978174, + "TP": 6207, + "n_pred": 36609, + "n_ref": 58776 + }, + "10": { + "Dice": 0.01499910292446624, + "FN": 78169, + "FP": 4182, + "IoU": 0.007556219720889874, + "TN": 66984374, + "TP": 627, + "n_pred": 4809, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 44, + "IoU": 0.0, + "TN": 67029097, + "TP": 0, + "n_pred": 44, + "n_ref": 38211 + }, + "14": { + "Dice": 0.4102191055372887, + "FN": 54329, + "FP": 6478, + "IoU": 0.2580349952412329, + "TN": 66985398, + "TP": 21147, + "n_pred": 27625, + "n_ref": 75476 + }, + "15": { + "Dice": 6.29415744834857e-05, + "FN": 31360, + "FP": 32187, + "IoU": 3.147177768336245e-05, + "TN": 67003803, + "TP": 2, + "n_pred": 32189, + "n_ref": 31362 + }, + "2": { + "Dice": 0.2034090909090909, + "FN": 127243, + "FP": 19967, + "IoU": 0.11321948134092347, + "TN": 66901347, + "TP": 18795, + "n_pred": 38762, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7298359001465606, + "FN": 38864, + "FP": 51092, + "IoU": 0.5745996916703711, + "TN": 66855890, + "TP": 121506, + "n_pred": 172598, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 212, + "IoU": 0.0, + "TN": 67054101, + "TP": 0, + "n_pred": 212, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 38, + "IoU": 0.0, + "TN": 67058393, + "TP": 0, + "n_pred": 38, + "n_ref": 8921 + }, + "6": { + "Dice": 0.5540683905149097, + "FN": 602252, + "FP": 166539, + "IoU": 0.38319128434588867, + "TN": 65820951, + "TP": 477610, + "n_pred": 644149, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.0008119011172097665, + "FN": 351466, + "FP": 2969, + "IoU": 0.00040611542138705337, + "TN": 66712773, + "TP": 144, + "n_pred": 3113, + "n_ref": 351610 + }, + "8": { + "Dice": 0.592177582826571, + "FN": 41163, + "FP": 20200, + "IoU": 0.4206337216987367, + "TN": 66961438, + "TP": 44551, + "n_pred": 64751, + "n_ref": 85714 + }, + "9": { + "Dice": 0.0, + "FN": 77344, + "FP": 3118, + "IoU": 0.0, + "TN": 66986890, + "TP": 0, + "n_pred": 3118, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.334653845735639, + "FN": 134051, + "FP": 49520, + "IoU": 0.20095152282827755, + "TN": 74289543, + "TP": 46166, + "n_pred": 95686, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 215, + "IoU": 0.0, + "TN": 74462916, + "TP": 0, + "n_pred": 215, + "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": 339, + "IoU": 0.0, + "TN": 74516740, + "TP": 0, + "n_pred": 339, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 6583, + "IoU": 0.0, + "TN": 74469807, + "TP": 0, + "n_pred": 6583, + "n_ref": 42890 + }, + "14": { + "Dice": 0.40012385818238116, + "FN": 19003, + "FP": 19743, + "IoU": 0.2500967716962143, + "TN": 74467612, + "TP": 12922, + "n_pred": 32665, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4926603785370729, + "FN": 14585, + "FP": 17903, + "IoU": 0.3268409929136795, + "TN": 74471018, + "TP": 15774, + "n_pred": 33677, + "n_ref": 30359 + }, + "2": { + "Dice": 0.08042329188510029, + "FN": 133483, + "FP": 36315, + "IoU": 0.041896367852931056, + "TN": 74342057, + "TP": 7425, + "n_pred": 43740, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5053176558650158, + "FN": 74631, + "FP": 83979, + "IoU": 0.33807695517903347, + "TN": 74279660, + "TP": 81010, + "n_pred": 164989, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 7908, + "IoU": 0.0, + "TN": 74498094, + "TP": 0, + "n_pred": 7908, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 6, + "IoU": 0.0, + "TN": 74509120, + "TP": 0, + "n_pred": 6, + "n_ref": 10154 + }, + "6": { + "Dice": 0.544702640143103, + "FN": 950330, + "FP": 145670, + "IoU": 0.37428958175026505, + "TN": 72767671, + "TP": 655609, + "n_pred": 801279, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0034672789896670496, + "FN": 166889, + "FP": 6707, + "IoU": 0.001736650220244051, + "TN": 74345382, + "TP": 302, + "n_pred": 7009, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6467097102509463, + "FN": 13546, + "FP": 41993, + "IoU": 0.47787951716617155, + "TN": 74412908, + "TP": 50833, + "n_pred": 92826, + "n_ref": 64379 + }, + "9": { + "Dice": 0.04571192395122959, + "FN": 90646, + "FP": 1710, + "IoU": 0.023390576093393112, + "TN": 74424712, + "TP": 2212, + "n_pred": 3922, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2701225511660133, + "FN": 230486, + "FP": 52886, + "IoU": 0.15615126455812678, + "TN": 65715371, + "TP": 52437, + "n_pred": 105323, + "n_ref": 282923 + }, + "10": { + "Dice": 0.0, + "FN": 83533, + "FP": 4476, + "IoU": 0.0, + "TN": 65963171, + "TP": 0, + "n_pred": 4476, + "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": 0.0, + "FN": 3026, + "FP": 158, + "IoU": 0.0, + "TN": 66047996, + "TP": 0, + "n_pred": 158, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0, + "FN": 47626, + "FP": 24, + "IoU": 0.0, + "TN": 66003530, + "TP": 0, + "n_pred": 24, + "n_ref": 47626 + }, + "14": { + "Dice": 0.40539840047393366, + "FN": 25822, + "FP": 70532, + "IoU": 0.2542317783918081, + "TN": 65921979, + "TP": 32847, + "n_pred": 103379, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6714280199204725, + "FN": 7204, + "FP": 9818, + "IoU": 0.505375719184053, + "TN": 66016766, + "TP": 17392, + "n_pred": 27210, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4501826570126698, + "FN": 92623, + "FP": 32748, + "IoU": 0.2904746543518, + "TN": 65874483, + "TP": 51326, + "n_pred": 84074, + "n_ref": 143949 + }, + "3": { + "Dice": 0.013100114395365143, + "FN": 155762, + "FP": 4702, + "IoU": 0.006593243318537228, + "TN": 65889651, + "TP": 1065, + "n_pred": 5767, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5399532837199196, + "FN": 14618, + "FP": 10789, + "IoU": 0.3698191829749237, + "TN": 66010863, + "TP": 14910, + "n_pred": 25699, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6393181818181818, + "FN": 4353, + "FP": 1995, + "IoU": 0.46985134457992317, + "TN": 66039206, + "TP": 5626, + "n_pred": 7621, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6950950592461432, + "FN": 258762, + "FP": 412124, + "IoU": 0.5326786937020714, + "TN": 64615581, + "TP": 764713, + "n_pred": 1176837, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.009922276181551608, + "FN": 971656, + "FP": 1431, + "IoU": 0.004985873698698212, + "TN": 65073217, + "TP": 4876, + "n_pred": 6307, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6540634758476874, + "FN": 19195, + "FP": 46498, + "IoU": 0.48595417696954524, + "TN": 65923384, + "TP": 62103, + "n_pred": 108601, + "n_ref": 81298 + }, + "9": { + "Dice": 0.0, + "FN": 70085, + "FP": 13811, + "IoU": 0.0, + "TN": 65967284, + "TP": 0, + "n_pred": 13811, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7427492179661217, + "FN": 59263, + "FP": 6116, + "IoU": 0.5907725241296429, + "TN": 113312778, + "TP": 94383, + "n_pred": 100499, + "n_ref": 153646 + }, + "10": { + "Dice": 0.18802557813594956, + "FN": 71980, + "FP": 2176, + "IoU": 0.10376834014164511, + "TN": 113389798, + "TP": 8586, + "n_pred": 10762, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 358, + "IoU": 0.0, + "TN": 113395306, + "TP": 0, + "n_pred": 358, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7029306586502159, + "FN": 115581, + "FP": 9525, + "IoU": 0.5419376098418278, + "TN": 113199420, + "TP": 148014, + "n_pred": 157539, + "n_ref": 263595 + }, + "15": { + "Dice": 0.5276457929388703, + "FN": 9501, + "FP": 12668, + "IoU": 0.3583687881682151, + "TN": 113437989, + "TP": 12382, + "n_pred": 25050, + "n_ref": 21883 + }, + "2": { + "Dice": 0.26335252049537766, + "FN": 104441, + "FP": 22255, + "IoU": 0.15164420160302122, + "TN": 113323197, + "TP": 22647, + "n_pred": 44902, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4500320923098123, + "FN": 58248, + "FP": 93415, + "IoU": 0.2903492969609059, + "TN": 113258825, + "TP": 62052, + "n_pred": 155467, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6944062140608209, + "FN": 12676, + "FP": 3533, + "IoU": 0.5318700361010831, + "TN": 113437915, + "TP": 18416, + "n_pred": 21949, + "n_ref": 31092 + }, + "5": { + "Dice": 0.00397431097543415, + "FN": 32757, + "FP": 1828, + "IoU": 0.0019911121371270274, + "TN": 113437886, + "TP": 69, + "n_pred": 1897, + "n_ref": 32826 + }, + "6": { + "Dice": 0.7763174316397544, + "FN": 359873, + "FP": 91777, + "IoU": 0.6344107955055962, + "TN": 112237137, + "TP": 783753, + "n_pred": 875530, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.05116886509076662, + "FN": 212147, + "FP": 5809, + "IoU": 0.026256182064306872, + "TN": 113248707, + "TP": 5877, + "n_pred": 11686, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5463033569861052, + "FN": 120724, + "FP": 35158, + "IoU": 0.37580286066663465, + "TN": 113222808, + "TP": 93850, + "n_pred": 129008, + "n_ref": 214574 + }, + "9": { + "Dice": 0.005049007717255568, + "FN": 105958, + "FP": 4789, + "IoU": 0.0025308931080448177, + "TN": 113361512, + "TP": 281, + "n_pred": 5070, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26703870015566195, + "FN": 97424, + "FP": 65967, + "IoU": 0.1540938624420802, + "TN": 75003573, + "TP": 29764, + "n_pred": 95731, + "n_ref": 127188 + }, + "10": { + "Dice": 0.024028659082680693, + "FN": 98794, + "FP": 3642, + "IoU": 0.012160428942013751, + "TN": 75093031, + "TP": 1261, + "n_pred": 4903, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 1797, + "IoU": 0.0, + "TN": 75139671, + "TP": 0, + "n_pred": 1797, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7716127745234943, + "FN": 47961, + "FP": 2413, + "IoU": 0.6281510899172504, + "TN": 75061259, + "TP": 85095, + "n_pred": 87508, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0934226977392445, + "FN": 69254, + "FP": 19208, + "IoU": 0.049000215007525265, + "TN": 75103708, + "TP": 4558, + "n_pred": 23766, + "n_ref": 73812 + }, + "2": { + "Dice": 0.1349041794579188, + "FN": 133722, + "FP": 27749, + "IoU": 0.07233096443200947, + "TN": 75022667, + "TP": 12590, + "n_pred": 40339, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4648018648018648, + "FN": 57785, + "FP": 148855, + "IoU": 0.30276343759489827, + "TN": 74900358, + "TP": 89730, + "n_pred": 238585, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5763771457852933, + "FN": 8091, + "FP": 16710, + "IoU": 0.4048664602980347, + "TN": 75155055, + "TP": 16872, + "n_pred": 33582, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 9, + "IoU": 0.0, + "TN": 75189018, + "TP": 0, + "n_pred": 9, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7569572756935367, + "FN": 323703, + "FP": 275321, + "IoU": 0.6089551556772671, + "TN": 73664873, + "TP": 932831, + "n_pred": 1208152, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.09668886035888095, + "FN": 143718, + "FP": 7555, + "IoU": 0.050800343856082425, + "TN": 75037359, + "TP": 8096, + "n_pred": 15651, + "n_ref": 151814 + }, + "8": { + "Dice": 0.4269607235782431, + "FN": 48556, + "FP": 48569, + "IoU": 0.27142407057340895, + "TN": 75063420, + "TP": 36183, + "n_pred": 84752, + "n_ref": 84739 + }, + "9": { + "Dice": 0.0, + "FN": 77233, + "FP": 172, + "IoU": 0.0, + "TN": 75119323, + "TP": 0, + "n_pred": 172, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33201165591470294, + "FN": 166571, + "FP": 31718, + "IoU": 0.19904914629171094, + "TN": 86680305, + "TP": 49278, + "n_pred": 80996, + "n_ref": 215849 + }, + "10": { + "Dice": 0.13579449066968252, + "FN": 63785, + "FP": 403, + "IoU": 0.07284309052303159, + "TN": 86858641, + "TP": 5043, + "n_pred": 5446, + "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": 0.0, + "FN": 4915, + "FP": 2, + "IoU": 0.0, + "TN": 86922955, + "TP": 0, + "n_pred": 2, + "n_ref": 4915 + }, + "13": { + "Dice": 0.0, + "FN": 55361, + "FP": 417, + "IoU": 0.0, + "TN": 86872094, + "TP": 0, + "n_pred": 417, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5702968049486409, + "FN": 33032, + "FP": 42686, + "IoU": 0.39889174684830586, + "TN": 86801908, + "TP": 50246, + "n_pred": 92932, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5490221093859637, + "FN": 98102, + "FP": 7945, + "IoU": 0.37838075475679667, + "TN": 86757274, + "TP": 64551, + "n_pred": 72496, + "n_ref": 162653 + }, + "2": { + "Dice": 0.21389602580221942, + "FN": 104655, + "FP": 39147, + "IoU": 0.11975564070859297, + "TN": 86764506, + "TP": 19564, + "n_pred": 58711, + "n_ref": 124219 + }, + "3": { + "Dice": 0.010016060234513962, + "FN": 169481, + "FP": 2500, + "IoU": 0.00503323671832966, + "TN": 86755021, + "TP": 870, + "n_pred": 3370, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4628411753083632, + "FN": 8323, + "FP": 10708, + "IoU": 0.30110172603745866, + "TN": 86900642, + "TP": 8199, + "n_pred": 18907, + "n_ref": 16522 + }, + "5": { + "Dice": 0.2577906846866972, + "FN": 4319, + "FP": 2326, + "IoU": 0.14796768816514938, + "TN": 86920073, + "TP": 1154, + "n_pred": 3480, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7182880769723696, + "FN": 339238, + "FP": 315798, + "IoU": 0.5604130413920517, + "TN": 85437755, + "TP": 835081, + "n_pred": 1150879, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.014184125133287817, + "FN": 1015811, + "FP": 12253, + "IoU": 0.007142719177949897, + "TN": 85892412, + "TP": 7396, + "n_pred": 19649, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6719277330960256, + "FN": 14370, + "FP": 24708, + "IoU": 0.505942146252655, + "TN": 86848776, + "TP": 40018, + "n_pred": 64726, + "n_ref": 54388 + }, + "9": { + "Dice": 0.07324128144954428, + "FN": 48747, + "FP": 2196, + "IoU": 0.038012689780194876, + "TN": 86874916, + "TP": 2013, + "n_pred": 4209, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1314022145765411, + "FN": 75344, + "FP": 98095, + "IoU": 0.07032129418197022, + "TN": 37563042, + "TP": 13119, + "n_pred": 111214, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 2546, + "IoU": 0.0, + "TN": 37687810, + "TP": 0, + "n_pred": 2546, + "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": 1348, + "IoU": 0.0, + "TN": 37703367, + "TP": 0, + "n_pred": 1348, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2384340732646345, + "FN": 62744, + "FP": 177000, + "IoU": 0.13535347706600692, + "TN": 37472326, + "TP": 37530, + "n_pred": 214530, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7532, + "IoU": 0.0, + "TN": 37742068, + "TP": 0, + "n_pred": 7532, + "n_ref": 0 + }, + "2": { + "Dice": 0.07400827249257419, + "FN": 94900, + "FP": 38528, + "IoU": 0.03842605938310752, + "TN": 37610840, + "TP": 5332, + "n_pred": 43860, + "n_ref": 100232 + }, + "3": { + "Dice": 0.11084994358781497, + "FN": 78088, + "FP": 92138, + "IoU": 0.05867715124670283, + "TN": 37568763, + "TP": 10611, + "n_pred": 102749, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 10128, + "IoU": 0.0, + "TN": 37727778, + "TP": 0, + "n_pred": 10128, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0578879230626965, + "FN": 9736, + "FP": 452, + "IoU": 0.029806685077611656, + "TN": 37739099, + "TP": 313, + "n_pred": 765, + "n_ref": 10049 + }, + "6": { + "Dice": 0.37771838395248664, + "FN": 546576, + "FP": 99053, + "IoU": 0.2328315751199538, + "TN": 36908026, + "TP": 195945, + "n_pred": 294998, + "n_ref": 742521 + }, + "7": { + "Dice": 0.010451147929470569, + "FN": 343472, + "FP": 607, + "IoU": 0.005253024030344381, + "TN": 37403704, + "TP": 1817, + "n_pred": 2424, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5251117311538557, + "FN": 35553, + "FP": 41377, + "IoU": 0.35603492294685385, + "TN": 37630137, + "TP": 42533, + "n_pred": 83910, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 2, + "IoU": 0.0, + "TN": 37694827, + "TP": 0, + "n_pred": 2, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17638357236815155, + "FN": 178649, + "FP": 2302, + "IoU": 0.09672185975929355, + "TN": 75706361, + "TP": 19376, + "n_pred": 21678, + "n_ref": 198025 + }, + "10": { + "Dice": 0.15486304792919442, + "FN": 104505, + "FP": 341, + "IoU": 0.08393038129521546, + "TN": 75792236, + "TP": 9606, + "n_pred": 9947, + "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": 0.0, + "FN": 4584, + "FP": 67, + "IoU": 0.0, + "TN": 75902037, + "TP": 0, + "n_pred": 67, + "n_ref": 4584 + }, + "13": { + "Dice": 0.0, + "FN": 41501, + "FP": 1882, + "IoU": 0.0, + "TN": 75863305, + "TP": 0, + "n_pred": 1882, + "n_ref": 41501 + }, + "14": { + "Dice": 0.6707234384379845, + "FN": 46028, + "FP": 30215, + "IoU": 0.5045777965495956, + "TN": 75752793, + "TP": 77652, + "n_pred": 107867, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5366733612328555, + "FN": 105901, + "FP": 34594, + "IoU": 0.3667488495152414, + "TN": 75684825, + "TP": 81368, + "n_pred": 115962, + "n_ref": 187269 + }, + "2": { + "Dice": 0.36546076182405285, + "FN": 142688, + "FP": 31026, + "IoU": 0.22358641095204682, + "TN": 75682949, + "TP": 50025, + "n_pred": 81051, + "n_ref": 192713 + }, + "3": { + "Dice": 0.06598445795183504, + "FN": 240516, + "FP": 62969, + "IoU": 0.034117852994064383, + "TN": 75592483, + "TP": 10720, + "n_pred": 73689, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5793095603708127, + "FN": 4712, + "FP": 32273, + "IoU": 0.4077662129703763, + "TN": 75844238, + "TP": 25465, + "n_pred": 57738, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6333853354134166, + "FN": 3742, + "FP": 3073, + "IoU": 0.4634703196347032, + "TN": 75893986, + "TP": 5887, + "n_pred": 8960, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7864692754681406, + "FN": 456430, + "FP": 222615, + "IoU": 0.6480835297940518, + "TN": 73977125, + "TP": 1250518, + "n_pred": 1473133, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.03930796930153528, + "FN": 268205, + "FP": 2054, + "IoU": 0.020048007890118496, + "TN": 75630900, + "TP": 5529, + "n_pred": 7583, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8212115736453369, + "FN": 19032, + "FP": 12630, + "IoU": 0.6966573095605354, + "TN": 75802311, + "TP": 72715, + "n_pred": 85345, + "n_ref": 91747 + }, + "9": { + "Dice": 0.02805066419524251, + "FN": 76611, + "FP": 2044, + "IoU": 0.014224840205539541, + "TN": 75826898, + "TP": 1135, + "n_pred": 3179, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2675777015905642, + "FN": 78385, + "FP": 12836, + "IoU": 0.1544529309258092, + "TN": 61279866, + "TP": 16663, + "n_pred": 29499, + "n_ref": 95048 + }, + "10": { + "Dice": 0.1451580970127526, + "FN": 71821, + "FP": 1580, + "IoU": 0.07825901322316126, + "TN": 61308117, + "TP": 6232, + "n_pred": 7812, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 56, + "IoU": 0.0, + "TN": 61348239, + "TP": 0, + "n_pred": 56, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6447541909964212, + "FN": 25384, + "FP": 19880, + "IoU": 0.4757470465601112, + "TN": 61301410, + "TP": 41076, + "n_pred": 60956, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8121736572451156, + "FN": 9600, + "FP": 5724, + "IoU": 0.6837478072438344, + "TN": 61339295, + "TP": 33131, + "n_pred": 38855, + "n_ref": 42731 + }, + "2": { + "Dice": 0.2093128852462738, + "FN": 114725, + "FP": 24583, + "IoU": 0.11688970313223072, + "TN": 61230003, + "TP": 18439, + "n_pred": 43022, + "n_ref": 133164 + }, + "3": { + "Dice": 0.4804711622997149, + "FN": 54650, + "FP": 116129, + "IoU": 0.3161974622521011, + "TN": 61138001, + "TP": 78970, + "n_pred": 195099, + "n_ref": 133620 + }, + "4": { + "Dice": 0.3148096499790824, + "FN": 14461, + "FP": 5193, + "IoU": 0.18680954942281436, + "TN": 61363581, + "TP": 4515, + "n_pred": 9708, + "n_ref": 18976 + }, + "5": { + "Dice": 0.006159575991978227, + "FN": 27609, + "FP": 143, + "IoU": 0.003089302392413248, + "TN": 61359912, + "TP": 86, + "n_pred": 229, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7223662942401825, + "FN": 363212, + "FP": 122190, + "IoU": 0.5653938926185313, + "TN": 60270872, + "TP": 631476, + "n_pred": 753666, + "n_ref": 994688 + }, + "7": { + "Dice": 0.06248603366471441, + "FN": 174123, + "FP": 6280, + "IoU": 0.032250623608615185, + "TN": 61201335, + "TP": 6012, + "n_pred": 12292, + "n_ref": 180135 + }, + "8": { + "Dice": 0.480641586791512, + "FN": 159562, + "FP": 27916, + "IoU": 0.31634509843962527, + "TN": 61113521, + "TP": 86751, + "n_pred": 114667, + "n_ref": 246313 + }, + "9": { + "Dice": 0.09546264880096612, + "FN": 75567, + "FP": 3078, + "IoU": 0.0501237997463615, + "TN": 61304955, + "TP": 4150, + "n_pred": 7228, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4469473226374459, + "FN": 121803, + "FP": 35869, + "IoU": 0.28778632505657614, + "TN": 39527417, + "TP": 63711, + "n_pred": 99580, + "n_ref": 185514 + }, + "10": { + "Dice": 7.677837920841492e-05, + "FN": 51830, + "FP": 264, + "IoU": 3.839066339066339e-05, + "TN": 39696704, + "TP": 2, + "n_pred": 266, + "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": 557, + "IoU": 0.0, + "TN": 39704432, + "TP": 0, + "n_pred": 557, + "n_ref": 43811 + }, + "14": { + "Dice": 0.16937348676514596, + "FN": 27107, + "FP": 33959, + "IoU": 0.09252214230517744, + "TN": 39681508, + "TP": 6226, + "n_pred": 40185, + "n_ref": 33333 + }, + "15": { + "Dice": 0.4559222760314635, + "FN": 28792, + "FP": 25921, + "IoU": 0.295271584424952, + "TN": 39671163, + "TP": 22924, + "n_pred": 48845, + "n_ref": 51716 + }, + "2": { + "Dice": 0.031857361428809475, + "FN": 115744, + "FP": 12076, + "IoU": 0.016186510471587017, + "TN": 39618877, + "TP": 2103, + "n_pred": 14179, + "n_ref": 117847 + }, + "3": { + "Dice": 0.577735593220339, + "FN": 17103, + "FP": 154178, + "IoU": 0.40620829043206347, + "TN": 39460347, + "TP": 117172, + "n_pred": 271350, + "n_ref": 134275 + }, + "4": { + "Dice": 0.3230785060191378, + "FN": 19063, + "FP": 674, + "IoU": 0.19266167627929806, + "TN": 39724353, + "TP": 4710, + "n_pred": 5384, + "n_ref": 23773 + }, + "5": { + "Dice": 0.4925, + "FN": 4357, + "FP": 109, + "IoU": 0.32669983416252074, + "TN": 39742167, + "TP": 2167, + "n_pred": 2276, + "n_ref": 6524 + }, + "6": { + "Dice": 0.7746526515450881, + "FN": 315364, + "FP": 41051, + "IoU": 0.6321902540711234, + "TN": 38779780, + "TP": 612605, + "n_pred": 653656, + "n_ref": 927969 + }, + "7": { + "Dice": 0.00017736568301478, + "FN": 732015, + "FP": 804, + "IoU": 8.869070685128888e-05, + "TN": 39015916, + "TP": 65, + "n_pred": 869, + "n_ref": 732080 + }, + "8": { + "Dice": 0.5902403302043805, + "FN": 14070, + "FP": 35170, + "IoU": 0.418681526256139, + "TN": 39664096, + "TP": 35464, + "n_pred": 70634, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0, + "FN": 41629, + "FP": 0, + "IoU": 0.0, + "TN": 39707171, + "TP": 0, + "n_pred": 0, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3495665463894048, + "FN": 62419, + "FP": 66106, + "IoU": 0.21180287252701427, + "TN": 101233546, + "TP": 34537, + "n_pred": 100643, + "n_ref": 96956 + }, + "10": { + "Dice": 0.005028462998102467, + "FN": 82179, + "FP": 1717, + "IoU": 0.0025205687925048746, + "TN": 101312500, + "TP": 212, + "n_pred": 1929, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 4093, + "IoU": 0.0, + "TN": 101342570, + "TP": 0, + "n_pred": 4093, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7195054834912108, + "FN": 76856, + "FP": 103, + "IoU": 0.5618965752800802, + "TN": 101220944, + "TP": 98705, + "n_pred": 98808, + "n_ref": 175561 + }, + "15": { + "Dice": 0.4955963181246275, + "FN": 15648, + "FP": 7203, + "IoU": 0.3294304076063034, + "TN": 101362531, + "TP": 11226, + "n_pred": 18429, + "n_ref": 26874 + }, + "2": { + "Dice": 0.13083206017158303, + "FN": 168380, + "FP": 9118, + "IoU": 0.06999481287036892, + "TN": 101205751, + "TP": 13359, + "n_pred": 22477, + "n_ref": 181739 + }, + "3": { + "Dice": 0.25898332207480473, + "FN": 127687, + "FP": 98289, + "IoU": 0.1487540730416439, + "TN": 101131143, + "TP": 39489, + "n_pred": 137778, + "n_ref": 167176 + }, + "4": { + "Dice": 0.25097076708916405, + "FN": 3295, + "FP": 37599, + "IoU": 0.14349146507487695, + "TN": 101348863, + "TP": 6851, + "n_pred": 44450, + "n_ref": 10146 + }, + "5": { + "Dice": 0.3085920288403765, + "FN": 30812, + "FP": 3710, + "IoU": 0.18244683370435277, + "TN": 101354382, + "TP": 7704, + "n_pred": 11414, + "n_ref": 38516 + }, + "6": { + "Dice": 0.60955075662794, + "FN": 679264, + "FP": 795626, + "IoU": 0.4383840399306362, + "TN": 98770454, + "TP": 1151264, + "n_pred": 1946890, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.012007506285345105, + "FN": 458194, + "FP": 6695, + "IoU": 0.006040015907156937, + "TN": 100928894, + "TP": 2825, + "n_pred": 9520, + "n_ref": 461019 + }, + "8": { + "Dice": 0.4483651010430893, + "FN": 165108, + "FP": 57854, + "IoU": 0.28896301658624945, + "TN": 101083035, + "TP": 90611, + "n_pred": 148465, + "n_ref": 255719 + }, + "9": { + "Dice": 0.021333274381279774, + "FN": 85654, + "FP": 2885, + "IoU": 0.010781641043975687, + "TN": 101307104, + "TP": 965, + "n_pred": 3850, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3997652421793972, + "FN": 152626, + "FP": 40670, + "IoU": 0.24981662235848873, + "TN": 73625839, + "TP": 64369, + "n_pred": 105039, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 3710, + "IoU": 0.0, + "TN": 73803953, + "TP": 0, + "n_pred": 3710, + "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": 19, + "IoU": 0.0, + "TN": 73877944, + "TP": 0, + "n_pred": 19, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 6, + "IoU": 0.0, + "TN": 73822259, + "TP": 0, + "n_pred": 6, + "n_ref": 61239 + }, + "14": { + "Dice": 0.399428416481232, + "FN": 54741, + "FP": 84794, + "IoU": 0.2495536098442475, + "TN": 73697568, + "TP": 46401, + "n_pred": 131195, + "n_ref": 101142 + }, + "15": { + "Dice": 0.318278176893181, + "FN": 178935, + "FP": 6297, + "IoU": 0.1892573269372177, + "TN": 73655032, + "TP": 43240, + "n_pred": 49537, + "n_ref": 222175 + }, + "2": { + "Dice": 4.758709628297191e-05, + "FN": 191045, + "FP": 19086, + "IoU": 2.379411428788975e-05, + "TN": 73673368, + "TP": 5, + "n_pred": 19091, + "n_ref": 191050 + }, + "3": { + "Dice": 0.0017767106842737094, + "FN": 187346, + "FP": 20534, + "IoU": 0.0008891452190421263, + "TN": 73675439, + "TP": 185, + "n_pred": 20719, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 23331, + "IoU": 0.0, + "TN": 73812285, + "TP": 0, + "n_pred": 23331, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 1054, + "IoU": 0.0, + "TN": 73867322, + "TP": 0, + "n_pred": 1054, + "n_ref": 15128 + }, + "6": { + "Dice": 0.3765512714489633, + "FN": 1149466, + "FP": 677952, + "IoU": 0.2319452809483201, + "TN": 71504223, + "TP": 551863, + "n_pred": 1229815, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.0, + "FN": 172599, + "FP": 14635, + "IoU": 0.0, + "TN": 73696270, + "TP": 0, + "n_pred": 14635, + "n_ref": 172599 + }, + "8": { + "Dice": 0.40948210780613015, + "FN": 48259, + "FP": 41694, + "IoU": 0.2574520599962028, + "TN": 73762363, + "TP": 31188, + "n_pred": 72882, + "n_ref": 79447 + }, + "9": { + "Dice": 0.048190302171295864, + "FN": 87359, + "FP": 24116, + "IoU": 0.024690061856391683, + "TN": 73769207, + "TP": 2822, + "n_pred": 26938, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23035466752100694, + "FN": 151032, + "FP": 91601, + "IoU": 0.13016996303904382, + "TN": 69216833, + "TP": 36310, + "n_pred": 127911, + "n_ref": 187342 + }, + "10": { + "Dice": 0.03695298967411008, + "FN": 66097, + "FP": 5624, + "IoU": 0.01882430195493659, + "TN": 69422679, + "TP": 1376, + "n_pred": 7000, + "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": 0.13451125676831005, + "FN": 2916, + "FP": 121, + "IoU": 0.07210510235258173, + "TN": 69492503, + "TP": 236, + "n_pred": 357, + "n_ref": 3152 + }, + "13": { + "Dice": 0.0031794056562652238, + "FN": 77694, + "FP": 60, + "IoU": 0.001592234007036647, + "TN": 69417898, + "TP": 124, + "n_pred": 184, + "n_ref": 77818 + }, + "14": { + "Dice": 0.5803998718945875, + "FN": 87606, + "FP": 4106, + "IoU": 0.40884743555862085, + "TN": 69340635, + "TP": 63429, + "n_pred": 67535, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6547755973551808, + "FN": 38491, + "FP": 20038, + "IoU": 0.48674079660452146, + "TN": 69381742, + "TP": 55505, + "n_pred": 75543, + "n_ref": 93996 + }, + "2": { + "Dice": 0.008716382758879454, + "FN": 149395, + "FP": 22332, + "IoU": 0.004377268352639695, + "TN": 69323294, + "TP": 755, + "n_pred": 23087, + "n_ref": 150150 + }, + "3": { + "Dice": 0.627504522935935, + "FN": 24119, + "FP": 152125, + "IoU": 0.45719970187314823, + "TN": 69171082, + "TP": 148450, + "n_pred": 300575, + "n_ref": 172569 + }, + "4": { + "Dice": 0.49168089704260043, + "FN": 20851, + "FP": 12786, + "IoU": 0.32597936078549244, + "TN": 69445871, + "TP": 16268, + "n_pred": 29054, + "n_ref": 37119 + }, + "5": { + "Dice": 0.3854179867359439, + "FN": 14531, + "FP": 18, + "IoU": 0.23871069017843127, + "TN": 69476665, + "TP": 4562, + "n_pred": 4580, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7079306640146957, + "FN": 350572, + "FP": 556336, + "IoU": 0.5479045468367556, + "TN": 67489766, + "TP": 1099102, + "n_pred": 1655438, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.008312819541753455, + "FN": 311674, + "FP": 2552, + "IoU": 0.004173757617820709, + "TN": 69180233, + "TP": 1317, + "n_pred": 3869, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5002346558295212, + "FN": 40187, + "FP": 56718, + "IoU": 0.3335419489281514, + "TN": 69350373, + "TP": 48498, + "n_pred": 105216, + "n_ref": 88685 + }, + "9": { + "Dice": 0.0, + "FN": 80369, + "FP": 1676, + "IoU": 0.0, + "TN": 69413731, + "TP": 0, + "n_pred": 1676, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4490415428376758, + "FN": 121348, + "FP": 77575, + "IoU": 0.28952519054524156, + "TN": 50553566, + "TP": 81063, + "n_pred": 158638, + "n_ref": 202411 + }, + "10": { + "Dice": 0.0006882720810737045, + "FN": 75811, + "FP": 8400, + "IoU": 0.0003442545109211776, + "TN": 50749312, + "TP": 29, + "n_pred": 8429, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.0, + "FN": 48263, + "FP": 11360, + "IoU": 0.0, + "TN": 50773929, + "TP": 0, + "n_pred": 11360, + "n_ref": 48263 + }, + "14": { + "Dice": 0.003918693768743752, + "FN": 50590, + "FP": 24141, + "IoU": 0.0019631934613638185, + "TN": 50758674, + "TP": 147, + "n_pred": 24288, + "n_ref": 50737 + }, + "15": { + "Dice": 0.26442112847300403, + "FN": 28884, + "FP": 3786, + "IoU": 0.15235327694463183, + "TN": 50795010, + "TP": 5872, + "n_pred": 9658, + "n_ref": 34756 + }, + "2": { + "Dice": 0.030679512153462627, + "FN": 208298, + "FP": 30055, + "IoU": 0.015578729994837377, + "TN": 50591427, + "TP": 3772, + "n_pred": 33827, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5347349255247873, + "FN": 46305, + "FP": 226606, + "IoU": 0.36494074337798815, + "TN": 50403811, + "TP": 156830, + "n_pred": 383436, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7933273756330057, + "FN": 4649, + "FP": 2289, + "IoU": 0.6574503801718179, + "TN": 50813298, + "TP": 13316, + "n_pred": 15605, + "n_ref": 17965 + }, + "5": { + "Dice": 0.04850192821121329, + "FN": 12517, + "FP": 313, + "IoU": 0.02485369005092346, + "TN": 50820395, + "TP": 327, + "n_pred": 640, + "n_ref": 12844 + }, + "6": { + "Dice": 0.6813378192775686, + "FN": 849776, + "FP": 409829, + "IoU": 0.5166886782968907, + "TN": 48227354, + "TP": 1346593, + "n_pred": 1756422, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.08925474809931173, + "FN": 217580, + "FP": 2477, + "IoU": 0.046712008317449316, + "TN": 50602712, + "TP": 10783, + "n_pred": 13260, + "n_ref": 228363 + }, + "8": { + "Dice": 0.5272190193264688, + "FN": 40099, + "FP": 72577, + "IoU": 0.3579751682326596, + "TN": 50658051, + "TP": 62825, + "n_pred": 135402, + "n_ref": 102924 + }, + "9": { + "Dice": 0.0005197505197505198, + "FN": 115088, + "FP": 292, + "IoU": 0.0002599428125812321, + "TN": 50718142, + "TP": 30, + "n_pred": 322, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.021408028431748223, + "FN": 209411, + "FP": 22986, + "IoU": 0.010819829828168162, + "TN": 76649921, + "TP": 2542, + "n_pred": 25528, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0, + "FN": 64959, + "FP": 0, + "IoU": 0.0, + "TN": 76819901, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.001824208582678917, + "FN": 42742, + "FP": 2127, + "IoU": 0.0009129369850812736, + "TN": 76839950, + "TP": 41, + "n_pred": 2168, + "n_ref": 42783 + }, + "14": { + "Dice": 0.5981059824356241, + "FN": 42383, + "FP": 10198, + "IoU": 0.42664136870685987, + "TN": 76793153, + "TP": 39126, + "n_pred": 49324, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5126529765608795, + "FN": 25186, + "FP": 3008, + "IoU": 0.3446761034795342, + "TN": 76841837, + "TP": 14829, + "n_pred": 17837, + "n_ref": 40015 + }, + "2": { + "Dice": 0.2732356857523302, + "FN": 76708, + "FP": 67929, + "IoU": 0.15823565700185072, + "TN": 76713034, + "TP": 27189, + "n_pred": 95118, + "n_ref": 103897 + }, + "3": { + "Dice": 0.0, + "FN": 97410, + "FP": 16498, + "IoU": 0.0, + "TN": 76770952, + "TP": 0, + "n_pred": 16498, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6004153197319689, + "FN": 10859, + "FP": 7806, + "IoU": 0.4289953499755262, + "TN": 76852172, + "TP": 14023, + "n_pred": 21829, + "n_ref": 24882 + }, + "5": { + "Dice": 0.32689493707930933, + "FN": 12404, + "FP": 1396, + "IoU": 0.1953821934581074, + "TN": 76867709, + "TP": 3351, + "n_pred": 4747, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7597133023746007, + "FN": 208357, + "FP": 375309, + "IoU": 0.6125303962616996, + "TN": 75378507, + "TP": 922687, + "n_pred": 1297996, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.14899188826672913, + "FN": 147160, + "FP": 12724, + "IoU": 0.0804922935357718, + "TN": 76710980, + "TP": 13996, + "n_pred": 26720, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6796385382646306, + "FN": 15709, + "FP": 42361, + "IoU": 0.5147367277528475, + "TN": 76765193, + "TP": 61597, + "n_pred": 103958, + "n_ref": 77306 + }, + "9": { + "Dice": 0.23404354864366655, + "FN": 79261, + "FP": 2596, + "IoU": 0.13253075887795004, + "TN": 76790497, + "TP": 12506, + "n_pred": 15102, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.000569082557619609, + "FN": 124531, + "FP": 22991, + "IoU": 0.00028462226559323415, + "TN": 130852368, + "TP": 42, + "n_pred": 23033, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0, + "FN": 57563, + "FP": 0, + "IoU": 0.0, + "TN": 130942369, + "TP": 0, + "n_pred": 0, + "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": 0.006279863481228669, + "FN": 7279, + "FP": 0, + "IoU": 0.0031498219665844975, + "TN": 130992630, + "TP": 23, + "n_pred": 23, + "n_ref": 7302 + }, + "13": { + "Dice": 0.0, + "FN": 78417, + "FP": 257, + "IoU": 0.0, + "TN": 130921258, + "TP": 0, + "n_pred": 257, + "n_ref": 78417 + }, + "14": { + "Dice": 0.013835511145272867, + "FN": 939393, + "FP": 20291, + "IoU": 0.00696594427244582, + "TN": 130033516, + "TP": 6732, + "n_pred": 27023, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 36278, + "IoU": 0.0, + "TN": 130938344, + "TP": 0, + "n_pred": 36278, + "n_ref": 25310 + }, + "2": { + "Dice": 0.2109830200465671, + "FN": 190991, + "FP": 17416, + "IoU": 0.11793237426514469, + "TN": 130763661, + "TP": 27864, + "n_pred": 45280, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0023012634131713105, + "FN": 282688, + "FP": 23394, + "IoU": 0.0011519571850474, + "TN": 130693497, + "TP": 353, + "n_pred": 23747, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2417, + "IoU": 0.0, + "TN": 130995235, + "TP": 0, + "n_pred": 2417, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0023733529748751945, + "FN": 23690, + "FP": 690, + "IoU": 0.001188086361587939, + "TN": 130975523, + "TP": 29, + "n_pred": 719, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7324083356289066, + "FN": 441405, + "FP": 312405, + "IoU": 0.57779516560034, + "TN": 129214519, + "TP": 1031603, + "n_pred": 1344008, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.0750495291212454, + "FN": 196074, + "FP": 946, + "IoU": 0.03898777150717272, + "TN": 130794919, + "TP": 7993, + "n_pred": 8939, + "n_ref": 204067 + }, + "8": { + "Dice": 0.5844582073757206, + "FN": 60578, + "FP": 32483, + "IoU": 0.41288657842605325, + "TN": 130841426, + "TP": 65445, + "n_pred": 97928, + "n_ref": 126023 + }, + "9": { + "Dice": 0.16161677679994316, + "FN": 49258, + "FP": 33337, + "IoU": 0.08791245196342595, + "TN": 130909376, + "TP": 7961, + "n_pred": 41298, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 418, + "IoU": 0.0, + "TN": 74368863, + "TP": 0, + "n_pred": 418, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 927, + "IoU": 0.0, + "TN": 74346996, + "TP": 0, + "n_pred": 927, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 0, + "IoU": 0.0, + "TN": 74323371, + "TP": 0, + "n_pred": 0, + "n_ref": 103327 + }, + "14": { + "Dice": 0.5081532579787233, + "FN": 109754, + "FP": 8604, + "IoU": 0.3406202820071421, + "TN": 74247199, + "TP": 61141, + "n_pred": 69745, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4821808510638298, + "FN": 14966, + "FP": 610, + "IoU": 0.3176800420536184, + "TN": 74403870, + "TP": 7252, + "n_pred": 7862, + "n_ref": 22218 + }, + "2": { + "Dice": 0.16184112843355605, + "FN": 105673, + "FP": 29807, + "IoU": 0.08804523424878836, + "TN": 74278138, + "TP": 13080, + "n_pred": 42887, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 14317, + "IoU": 0.0, + "TN": 74281188, + "TP": 0, + "n_pred": 14317, + "n_ref": 131193 + }, + "4": { + "Dice": 0.05151852440769598, + "FN": 29650, + "FP": 175, + "IoU": 0.026440346009466296, + "TN": 74396063, + "TP": 810, + "n_pred": 985, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7247826742030626, + "FN": 252590, + "FP": 229648, + "IoU": 0.5683601214797762, + "TN": 73309475, + "TP": 634985, + "n_pred": 864633, + "n_ref": 887575 + }, + "7": { + "Dice": 0.013893735966338968, + "FN": 149458, + "FP": 299, + "IoU": 0.006995464551892422, + "TN": 74275886, + "TP": 1055, + "n_pred": 1354, + "n_ref": 150513 + }, + "8": { + "Dice": 0.4601643444087174, + "FN": 19404, + "FP": 36503, + "IoU": 0.2988399071925754, + "TN": 74346963, + "TP": 23828, + "n_pred": 60331, + "n_ref": 43232 + }, + "9": { + "Dice": 0.321600950471523, + "FN": 25110, + "FP": 11434, + "IoU": 0.19161173295580233, + "TN": 74381492, + "TP": 8662, + "n_pred": 20096, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38348158343433514, + "FN": 103066, + "FP": 16980, + "IoU": 0.23722685711744113, + "TN": 106489307, + "TP": 37335, + "n_pred": 54315, + "n_ref": 140401 + }, + "10": { + "Dice": 0.10108758184258829, + "FN": 93808, + "FP": 4631, + "IoU": 0.053234462461769286, + "TN": 106542714, + "TP": 5535, + "n_pred": 10166, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0, + "FN": 40943, + "FP": 18110, + "IoU": 0.0, + "TN": 106587635, + "TP": 0, + "n_pred": 18110, + "n_ref": 40943 + }, + "14": { + "Dice": 0.6284765263018546, + "FN": 18033, + "FP": 43709, + "IoU": 0.45823242427433225, + "TN": 106532724, + "TP": 52222, + "n_pred": 95931, + "n_ref": 70255 + }, + "15": { + "Dice": 0.16920344355777647, + "FN": 16606, + "FP": 81153, + "IoU": 0.09242066955084761, + "TN": 106538974, + "TP": 9955, + "n_pred": 91108, + "n_ref": 26561 + }, + "2": { + "Dice": 0.36457019508919886, + "FN": 128574, + "FP": 73954, + "IoU": 0.22292011188403352, + "TN": 106386061, + "TP": 58099, + "n_pred": 132053, + "n_ref": 186673 + }, + "3": { + "Dice": 0.1075816804208291, + "FN": 139346, + "FP": 45572, + "IoU": 0.05684878407050759, + "TN": 106450624, + "TP": 11146, + "n_pred": 56718, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7894223014559192, + "FN": 784, + "FP": 4177, + "IoU": 0.6521037868162692, + "TN": 106632428, + "TP": 9299, + "n_pred": 13476, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 694, + "IoU": 0.0, + "TN": 106641552, + "TP": 0, + "n_pred": 694, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7939640781539514, + "FN": 312332, + "FP": 186052, + "IoU": 0.6583253979190361, + "TN": 105188037, + "TP": 960267, + "n_pred": 1146319, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.16209900263373775, + "FN": 306806, + "FP": 3700, + "IoU": 0.08819789687585342, + "TN": 106306147, + "TP": 30035, + "n_pred": 33735, + "n_ref": 336841 + }, + "8": { + "Dice": 0.4911097055309579, + "FN": 22115, + "FP": 79259, + "IoU": 0.3254774103400093, + "TN": 106496398, + "TP": 48916, + "n_pred": 128175, + "n_ref": 71031 + }, + "9": { + "Dice": 0.0, + "FN": 85084, + "FP": 362, + "IoU": 0.0, + "TN": 106561242, + "TP": 0, + "n_pred": 362, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10629175598892751, + "FN": 144530, + "FP": 27230, + "IoU": 0.05612889753481266, + "TN": 107944954, + "TP": 10214, + "n_pred": 37444, + "n_ref": 154744 + }, + "10": { + "Dice": 0.019468453672512796, + "FN": 80329, + "FP": 1464, + "IoU": 0.009829913443496156, + "TN": 108044323, + "TP": 812, + "n_pred": 2276, + "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": 0.1085565299834084, + "FN": 3745, + "FP": 16, + "IoU": 0.057393483709273184, + "TN": 108122938, + "TP": 229, + "n_pred": 245, + "n_ref": 3974 + }, + "13": { + "Dice": 0.0019021291165244297, + "FN": 77347, + "FP": 1362, + "IoU": 0.0009519699431356621, + "TN": 108048144, + "TP": 75, + "n_pred": 1437, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5392364677345338, + "FN": 15217, + "FP": 26953, + "IoU": 0.3691469945845675, + "TN": 108060082, + "TP": 24676, + "n_pred": 51629, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5846813268729034, + "FN": 11544, + "FP": 10742, + "IoU": 0.4131093145129434, + "TN": 108088955, + "TP": 15687, + "n_pred": 26429, + "n_ref": 27231 + }, + "2": { + "Dice": 0.2400794364616237, + "FN": 157032, + "FP": 54194, + "IoU": 0.1364149277163603, + "TN": 107882336, + "TP": 33366, + "n_pred": 87560, + "n_ref": 190398 + }, + "3": { + "Dice": 0.0888039090715955, + "FN": 190622, + "FP": 6672, + "IoU": 0.04646509559804358, + "TN": 107920020, + "TP": 9614, + "n_pred": 16286, + "n_ref": 200236 + }, + "4": { + "Dice": 0.5959217764465309, + "FN": 12618, + "FP": 15442, + "IoU": 0.4244220631371664, + "TN": 108078177, + "TP": 20691, + "n_pred": 36133, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 1001, + "IoU": 0.0, + "TN": 108122050, + "TP": 0, + "n_pred": 1001, + "n_ref": 3877 + }, + "6": { + "Dice": 0.7573737020783874, + "FN": 373966, + "FP": 334282, + "IoU": 0.6094943454400996, + "TN": 106313259, + "TP": 1105421, + "n_pred": 1439703, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.10332501320895658, + "FN": 242206, + "FP": 3873, + "IoU": 0.054476920889735915, + "TN": 107866671, + "TP": 14178, + "n_pred": 18051, + "n_ref": 256384 + }, + "8": { + "Dice": 0.5888901554010411, + "FN": 12173, + "FP": 31107, + "IoU": 0.41732410673416087, + "TN": 108052650, + "TP": 30998, + "n_pred": 62105, + "n_ref": 43171 + }, + "9": { + "Dice": 0.23548265460030166, + "FN": 52995, + "FP": 3775, + "IoU": 0.13345442889197565, + "TN": 108061415, + "TP": 8743, + "n_pred": 12518, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.012839037985961586, + "FN": 123369, + "FP": 49474, + "IoU": 0.0064609954761535235, + "TN": 62396193, + "TP": 1124, + "n_pred": 50598, + "n_ref": 124493 + }, + "10": { + "Dice": 0.0, + "FN": 59146, + "FP": 548, + "IoU": 0.0, + "TN": 62510466, + "TP": 0, + "n_pred": 548, + "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": 0.020871985157699443, + "FN": 4222, + "FP": 0, + "IoU": 0.010546051089758613, + "TN": 62565893, + "TP": 45, + "n_pred": 45, + "n_ref": 4267 + }, + "13": { + "Dice": 0.009972822876048682, + "FN": 41498, + "FP": 395, + "IoU": 0.0050114003420102604, + "TN": 62528056, + "TP": 211, + "n_pred": 606, + "n_ref": 41709 + }, + "14": { + "Dice": 0.4616185384790553, + "FN": 248011, + "FP": 234, + "IoU": 0.3000676685369498, + "TN": 62215490, + "TP": 106425, + "n_pred": 106659, + "n_ref": 354436 + }, + "15": { + "Dice": 0.1634355828220859, + "FN": 81016, + "FP": 24663, + "IoU": 0.08898984500267237, + "TN": 62454158, + "TP": 10323, + "n_pred": 34986, + "n_ref": 91339 + }, + "2": { + "Dice": 0.0892026111128463, + "FN": 158444, + "FP": 16522, + "IoU": 0.046683448298407926, + "TN": 62386626, + "TP": 8568, + "n_pred": 25090, + "n_ref": 167012 + }, + "3": { + "Dice": 0.04808045807010501, + "FN": 194479, + "FP": 30788, + "IoU": 0.02463239751294619, + "TN": 62339204, + "TP": 5689, + "n_pred": 36477, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7598697865460663, + "FN": 6090, + "FP": 4901, + "IoU": 0.6127338712518938, + "TN": 62541779, + "TP": 17390, + "n_pred": 22291, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 474, + "IoU": 0.0, + "TN": 62561511, + "TP": 0, + "n_pred": 474, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7365024028889744, + "FN": 467989, + "FP": 240077, + "IoU": 0.5829076403255373, + "TN": 60872536, + "TP": 989558, + "n_pred": 1229635, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.0780412469350609, + "FN": 179615, + "FP": 4254, + "IoU": 0.04060505815257943, + "TN": 62378509, + "TP": 7782, + "n_pred": 12036, + "n_ref": 187397 + }, + "8": { + "Dice": 0.5402089677882592, + "FN": 26487, + "FP": 47795, + "IoU": 0.3700591083710004, + "TN": 62452241, + "TP": 43637, + "n_pred": 91432, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3592917145101831, + "FN": 34733, + "FP": 18276, + "IoU": 0.21898573785950023, + "TN": 62502288, + "TP": 14863, + "n_pred": 33139, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13770487643984372, + "FN": 258998, + "FP": 12894, + "IoU": 0.07394363798611726, + "TN": 55087646, + "TP": 21710, + "n_pred": 34604, + "n_ref": 280708 + }, + "10": { + "Dice": 0.0, + "FN": 76569, + "FP": 183, + "IoU": 0.0, + "TN": 55304496, + "TP": 0, + "n_pred": 183, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.0, + "FN": 54871, + "FP": 58, + "IoU": 0.0, + "TN": 55326319, + "TP": 0, + "n_pred": 58, + "n_ref": 54871 + }, + "14": { + "Dice": 0.6470553437269759, + "FN": 35027, + "FP": 30602, + "IoU": 0.4782570674468153, + "TN": 55255460, + "TP": 60159, + "n_pred": 90761, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7456555566437066, + "FN": 19334, + "FP": 27414, + "IoU": 0.5944583727325566, + "TN": 55265975, + "TP": 68525, + "n_pred": 95939, + "n_ref": 87859 + }, + "2": { + "Dice": 0.09443177244062793, + "FN": 184811, + "FP": 17665, + "IoU": 0.04955570263761953, + "TN": 55168215, + "TP": 10557, + "n_pred": 28222, + "n_ref": 195368 + }, + "3": { + "Dice": 0.0, + "FN": 183889, + "FP": 17623, + "IoU": 0.0, + "TN": 55179736, + "TP": 0, + "n_pred": 17623, + "n_ref": 183889 + }, + "4": { + "Dice": 0.09566685424873382, + "FN": 6729, + "FP": 6127, + "IoU": 0.050236406619385346, + "TN": 55367712, + "TP": 680, + "n_pred": 6807, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 1940, + "IoU": 0.0, + "TN": 55373668, + "TP": 0, + "n_pred": 1940, + "n_ref": 5640 + }, + "6": { + "Dice": 0.7606460794079978, + "FN": 429793, + "FP": 242983, + "IoU": 0.6137440377359357, + "TN": 53639460, + "TP": 1069012, + "n_pred": 1311995, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.08779190835492733, + "FN": 166800, + "FP": 8863, + "IoU": 0.04591127332768472, + "TN": 55197132, + "TP": 8453, + "n_pred": 17316, + "n_ref": 175253 + }, + "8": { + "Dice": 0.5694427162030041, + "FN": 15018, + "FP": 33424, + "IoU": 0.39805656344748747, + "TN": 55300772, + "TP": 32034, + "n_pred": 65458, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5370846518987342, + "FN": 29192, + "FP": 8256, + "IoU": 0.36713310349489625, + "TN": 55322076, + "TP": 21724, + "n_pred": 29980, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18270548370109155, + "FN": 255606, + "FP": 40821, + "IoU": 0.10053707974268722, + "TN": 110817055, + "TP": 33133, + "n_pred": 73954, + "n_ref": 288739 + }, + "10": { + "Dice": 0.0, + "FN": 82274, + "FP": 876, + "IoU": 0.0, + "TN": 111063465, + "TP": 0, + "n_pred": 876, + "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": 0.0, + "FN": 3104, + "FP": 178, + "IoU": 0.0, + "TN": 111143333, + "TP": 0, + "n_pred": 178, + "n_ref": 3104 + }, + "13": { + "Dice": 0.0, + "FN": 62594, + "FP": 18405, + "IoU": 0.0, + "TN": 111065616, + "TP": 0, + "n_pred": 18405, + "n_ref": 62594 + }, + "14": { + "Dice": 0.32211509060888355, + "FN": 33215, + "FP": 40, + "IoU": 0.19197686850034018, + "TN": 111105459, + "TP": 7901, + "n_pred": 7941, + "n_ref": 41116 + }, + "15": { + "Dice": 0.5854108956602031, + "FN": 8246, + "FP": 16000, + "IoU": 0.41383812010443866, + "TN": 111105251, + "TP": 17118, + "n_pred": 33118, + "n_ref": 25364 + }, + "2": { + "Dice": 0.41672601059214265, + "FN": 86250, + "FP": 108686, + "IoU": 0.26320524014166224, + "TN": 110882042, + "TP": 69637, + "n_pred": 178323, + "n_ref": 155887 + }, + "3": { + "Dice": 0.004063063320838937, + "FN": 243993, + "FP": 34463, + "IoU": 0.0020356671827513047, + "TN": 110867591, + "TP": 568, + "n_pred": 35031, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5225397966724589, + "FN": 5757, + "FP": 18148, + "IoU": 0.3536743632725896, + "TN": 111109629, + "TP": 13081, + "n_pred": 31229, + "n_ref": 18838 + }, + "5": { + "Dice": 0.08922525393347938, + "FN": 4543, + "FP": 30, + "IoU": 0.046695851573900354, + "TN": 111141818, + "TP": 224, + "n_pred": 254, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7211855655422112, + "FN": 376110, + "FP": 573467, + "IoU": 0.5639485652568431, + "TN": 108968943, + "TP": 1228095, + "n_pred": 1801562, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.023986275972951974, + "FN": 374023, + "FP": 6596, + "IoU": 0.012138719322287281, + "TN": 110761319, + "TP": 4677, + "n_pred": 11273, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6394741520557753, + "FN": 14005, + "FP": 61028, + "IoU": 0.47001984785664336, + "TN": 111005038, + "TP": 66544, + "n_pred": 127572, + "n_ref": 80549 + }, + "9": { + "Dice": 0.0, + "FN": 55854, + "FP": 5475, + "IoU": 0.0, + "TN": 111085286, + "TP": 0, + "n_pred": 5475, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3837473149184643, + "FN": 145113, + "FP": 38208, + "IoU": 0.2374302721725132, + "TN": 96880626, + "TP": 57078, + "n_pred": 95286, + "n_ref": 202191 + }, + "10": { + "Dice": 0.08944719815354346, + "FN": 70855, + "FP": 1340, + "IoU": 0.04681744365667208, + "TN": 97045284, + "TP": 3546, + "n_pred": 4886, + "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": 0.014245548266166823, + "FN": 5245, + "FP": 14, + "IoU": 0.007173872003020577, + "TN": 97115728, + "TP": 38, + "n_pred": 52, + "n_ref": 5283 + }, + "13": { + "Dice": 0.0, + "FN": 51371, + "FP": 3888, + "IoU": 0.0, + "TN": 97065766, + "TP": 0, + "n_pred": 3888, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7805717760469296, + "FN": 46018, + "FP": 3058, + "IoU": 0.6401129322040113, + "TN": 96984660, + "TP": 87289, + "n_pred": 90347, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6586866522823095, + "FN": 25302, + "FP": 19465, + "IoU": 0.491075894684189, + "TN": 97033061, + "TP": 43197, + "n_pred": 62662, + "n_ref": 68499 + }, + "2": { + "Dice": 0.2759692921117624, + "FN": 130296, + "FP": 64364, + "IoU": 0.16007214421940127, + "TN": 96889267, + "TP": 37098, + "n_pred": 101462, + "n_ref": 167394 + }, + "3": { + "Dice": 0.059379135272354104, + "FN": 211049, + "FP": 67593, + "IoU": 0.030598009302908114, + "TN": 96833588, + "TP": 8795, + "n_pred": 76388, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7091419816138917, + "FN": 3348, + "FP": 8042, + "IoU": 0.5493570722057369, + "TN": 97095750, + "TP": 13885, + "n_pred": 21927, + "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": 0.8585268668588627, + "FN": 253101, + "FP": 186736, + "IoU": 0.7521218344371756, + "TN": 95346617, + "TP": 1334571, + "n_pred": 1521307, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.027083345844117628, + "FN": 322255, + "FP": 1771, + "IoU": 0.013727567146370565, + "TN": 96792489, + "TP": 4510, + "n_pred": 6281, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5311620113661882, + "FN": 38609, + "FP": 69957, + "IoU": 0.3616205568459119, + "TN": 96950960, + "TP": 61499, + "n_pred": 131456, + "n_ref": 100108 + }, + "9": { + "Dice": 0.33026341699865186, + "FN": 73642, + "FP": 14786, + "IoU": 0.19779372408850504, + "TN": 97010794, + "TP": 21803, + "n_pred": 36589, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.021731294093413667, + "FN": 194815, + "FP": 14152, + "IoU": 0.010985006247396917, + "TN": 78845117, + "TP": 2321, + "n_pred": 16473, + "n_ref": 197136 + }, + "10": { + "Dice": 0.003434323921139337, + "FN": 92852, + "FP": 5, + "IoU": 0.0017201156777793306, + "TN": 78963388, + "TP": 160, + "n_pred": 165, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 913, + "IoU": 0.0, + "TN": 78990017, + "TP": 0, + "n_pred": 913, + "n_ref": 65475 + }, + "14": { + "Dice": 0.33268719816854103, + "FN": 17969, + "FP": 61899, + "IoU": 0.19953496296741735, + "TN": 78956628, + "TP": 19909, + "n_pred": 81808, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4037988139196598, + "FN": 24097, + "FP": 18529, + "IoU": 0.252974886524947, + "TN": 78999344, + "TP": 14435, + "n_pred": 32964, + "n_ref": 38532 + }, + "2": { + "Dice": 0.05426886590889667, + "FN": 108937, + "FP": 23855, + "IoU": 0.027891246101814027, + "TN": 78919803, + "TP": 3810, + "n_pred": 27665, + "n_ref": 112747 + }, + "3": { + "Dice": 0.004708715755671687, + "FN": 121075, + "FP": 7862, + "IoU": 0.0023599139598582505, + "TN": 78927163, + "TP": 305, + "n_pred": 8167, + "n_ref": 121380 + }, + "4": { + "Dice": 0.10581078246276485, + "FN": 7221, + "FP": 14092, + "IoU": 0.055860724727562684, + "TN": 79033831, + "TP": 1261, + "n_pred": 15353, + "n_ref": 8482 + }, + "5": { + "Dice": 0.024008845364081505, + "FN": 4882, + "FP": 1297, + "IoU": 0.012150279776179057, + "TN": 79050150, + "TP": 76, + "n_pred": 1373, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7206768188411732, + "FN": 429844, + "FP": 259134, + "IoU": 0.5633266319682999, + "TN": 77478617, + "TP": 888810, + "n_pred": 1147944, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.004021895586211244, + "FN": 473009, + "FP": 972, + "IoU": 0.002014999852612341, + "TN": 78581467, + "TP": 957, + "n_pred": 1929, + "n_ref": 473966 + }, + "8": { + "Dice": 0.44972544456162045, + "FN": 19160, + "FP": 11104, + "IoU": 0.2900940630057939, + "TN": 79013774, + "TP": 12367, + "n_pred": 23471, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5956362546303235, + "FN": 29564, + "FP": 27091, + "IoU": 0.42413246325547355, + "TN": 78958023, + "TP": 41727, + "n_pred": 68818, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19977351974975052, + "FN": 206694, + "FP": 7425, + "IoU": 0.11097132607558356, + "TN": 122471094, + "TP": 26727, + "n_pred": 34152, + "n_ref": 233421 + }, + "10": { + "Dice": 0.13340632500947489, + "FN": 102476, + "FP": 419, + "IoU": 0.07147046879935026, + "TN": 122601125, + "TP": 7920, + "n_pred": 8339, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0, + "FN": 53800, + "FP": 4457, + "IoU": 0.0, + "TN": 122653683, + "TP": 0, + "n_pred": 4457, + "n_ref": 53800 + }, + "14": { + "Dice": 0.5226498098562797, + "FN": 50728, + "FP": 53331, + "IoU": 0.3537751667432589, + "TN": 122550914, + "TP": 56967, + "n_pred": 110298, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6444227526843553, + "FN": 18410, + "FP": 17653, + "IoU": 0.4753862267609322, + "TN": 122643198, + "TP": 32679, + "n_pred": 50332, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5299553620186092, + "FN": 61730, + "FP": 71687, + "IoU": 0.3605029046916042, + "TN": 122503312, + "TP": 75211, + "n_pred": 146898, + "n_ref": 136941 + }, + "3": { + "Dice": 0.04918822644124318, + "FN": 141337, + "FP": 34296, + "IoU": 0.02521423497025131, + "TN": 122531764, + "TP": 4543, + "n_pred": 38839, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6269163683099238, + "FN": 31330, + "FP": 9310, + "IoU": 0.45657551648057765, + "TN": 122637155, + "TP": 34145, + "n_pred": 43455, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 474, + "IoU": 0.0, + "TN": 122694257, + "TP": 0, + "n_pred": 474, + "n_ref": 17209 + }, + "6": { + "Dice": 0.7784846397866407, + "FN": 310298, + "FP": 486728, + "IoU": 0.6373105612447351, + "TN": 120514396, + "TP": 1400518, + "n_pred": 1887246, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.010913277132193136, + "FN": 563053, + "FP": 11732, + "IoU": 0.005486576832838486, + "TN": 122133984, + "TP": 3171, + "n_pred": 14903, + "n_ref": 566224 + }, + "8": { + "Dice": 0.585886725651234, + "FN": 53378, + "FP": 64055, + "IoU": 0.4143138575097878, + "TN": 122511435, + "TP": 83072, + "n_pred": 147127, + "n_ref": 136450 + }, + "9": { + "Dice": 0.034061495019217194, + "FN": 73009, + "FP": 25509, + "IoU": 0.017325819161139094, + "TN": 122611685, + "TP": 1737, + "n_pred": 27246, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3089611/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_003/summary.json b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44f0203aa810094a25e7c30ec3c331cd51eafc67 --- /dev/null +++ b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.21292037406333972, + "FN": 110197.916, + "FP": 47555.29866666665, + "IoU": 0.14525649238961524, + "TN": 96222815.01066667, + "TP": 76392.61466666668, + "n_pred": 123947.91333333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.2800328481326366, + "FN": 148353.98, + "FP": 53421.44, + "IoU": 0.17774953087770837, + "TN": 96209251.26, + "TP": 45934.16, + "n_pred": 99355.6, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.04129748935713999, + "FN": 72159.7, + "FP": 2582.72, + "IoU": 0.022490503657725713, + "TN": 96380155.56, + "TP": 2062.86, + "n_pred": 4645.58, + "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": 0.0, + "FN": 4236.66, + "FP": 0.46, + "IoU": 0.0, + "TN": 96452723.72, + "TP": 0.0, + "n_pred": 0.46, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.001786681554689574, + "FN": 57791.56, + "FP": 1030.32, + "IoU": 0.0009007429711929045, + "TN": 96398072.38, + "TP": 66.58, + "n_pred": 1096.9, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.42396886163643144, + "FN": 97277.34, + "FP": 14739.46, + "IoU": 0.3056563133571541, + "TN": 96303863.24, + "TP": 41080.8, + "n_pred": 55820.26, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.2886054703634823, + "FN": 41335.22, + "FP": 10525.22, + "IoU": 0.19517205693506462, + "TN": 96392388.58, + "TP": 12711.82, + "n_pred": 23237.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.15197842886214882, + "FN": 140015.82, + "FP": 22937.86, + "IoU": 0.08888507498196965, + "TN": 96277181.28, + "TP": 16825.88, + "n_pred": 39763.74, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.308021190331533, + "FN": 100257.2, + "FP": 123281.08, + "IoU": 0.20253663716924644, + "TN": 96170277.18, + "TP": 63145.38, + "n_pred": 186426.46, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3482634827100383, + "FN": 15923.08, + "FP": 11549.36, + "IoU": 0.2518525119630564, + "TN": 96418833.98, + "TP": 10654.42, + "n_pred": 22203.78, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.02775511170612914, + "FN": 16935.06, + "FP": 113.14, + "IoU": 0.015623548568620417, + "TN": 96439695.54, + "TP": 217.1, + "n_pred": 330.24, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.6661627888881219, + "FN": 492808.98, + "FP": 362844.14, + "IoU": 0.5095146609574656, + "TN": 94734893.08, + "TP": 866414.64, + "n_pred": 1229258.78, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.14363931208542097, + "FN": 314274.5, + "FP": 14953.84, + "IoU": 0.08317020732110038, + "TN": 96103082.34, + "TP": 24650.16, + "n_pred": 39604.0, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.41414894532421426, + "FN": 75097.16, + "FP": 88257.84, + "IoU": 0.26716385458358816, + "TN": 96236333.82, + "TP": 57272.02, + "n_pred": 145529.86, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.09814499999810965, + "FN": 72802.1, + "FP": 7092.6, + "IoU": 0.05813174250033594, + "TN": 96372212.74, + "TP": 4853.4, + "n_pred": 11946.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.281395265807419, + "FN": 72986, + "FP": 27651, + "IoU": 0.16373472050257185, + "TN": 119472979, + "TP": 19704, + "n_pred": 47355, + "n_ref": 92690 + }, + "10": { + "Dice": 0.008178302675585284, + "FN": 75022, + "FP": 896, + "IoU": 0.004105941152549488, + "TN": 119517089, + "TP": 313, + "n_pred": 1209, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0, + "FN": 52757, + "FP": 0, + "IoU": 0.0, + "TN": 119540563, + "TP": 0, + "n_pred": 0, + "n_ref": 52757 + }, + "14": { + "Dice": 0.22550911342126337, + "FN": 215521, + "FP": 4034, + "IoU": 0.12708383859668654, + "TN": 119341801, + "TP": 31964, + "n_pred": 35998, + "n_ref": 247485 + }, + "15": { + "Dice": 0.15074223131226497, + "FN": 27151, + "FP": 37210, + "IoU": 0.08151499150885505, + "TN": 119523247, + "TP": 5712, + "n_pred": 42922, + "n_ref": 32863 + }, + "2": { + "Dice": 0.06123006946947196, + "FN": 135871, + "FP": 15209, + "IoU": 0.03158191619606813, + "TN": 119437313, + "TP": 4927, + "n_pred": 20136, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5228871586116226, + "FN": 42313, + "FP": 191395, + "IoU": 0.35399269707800196, + "TN": 119231547, + "TP": 128065, + "n_pred": 319460, + "n_ref": 170378 + }, + "4": { + "Dice": 0.642990717470955, + "FN": 39710, + "FP": 2481, + "IoU": 0.47382926981355616, + "TN": 119513135, + "TP": 37994, + "n_pred": 40475, + "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": 0.6862461431759779, + "FN": 410161, + "FP": 295553, + "IoU": 0.5223551882351588, + "TN": 118115833, + "TP": 771773, + "n_pred": 1067326, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 27931, + "IoU": 0.0, + "TN": 119565389, + "TP": 0, + "n_pred": 27931, + "n_ref": 0 + }, + "8": { + "Dice": 0.33234705307338563, + "FN": 197937, + "FP": 157908, + "IoU": 0.199290298191768, + "TN": 119148908, + "TP": 88567, + "n_pred": 246475, + "n_ref": 286504 + }, + "9": { + "Dice": 0.10904877609791216, + "FN": 71687, + "FP": 7515, + "IoU": 0.05766874085354971, + "TN": 119509271, + "TP": 4847, + "n_pred": 12362, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47335432443792264, + "FN": 124370, + "FP": 18470, + "IoU": 0.31006168098805503, + "TN": 72618627, + "TP": 64193, + "n_pred": 82663, + "n_ref": 188563 + }, + "10": { + "Dice": 0.020237394686607436, + "FN": 67746, + "FP": 517, + "IoU": 0.010222132003247883, + "TN": 72756692, + "TP": 705, + "n_pred": 1222, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0, + "FN": 50183, + "FP": 46, + "IoU": 0.0, + "TN": 72775431, + "TP": 0, + "n_pred": 46, + "n_ref": 50183 + }, + "14": { + "Dice": 0.6765691295324309, + "FN": 29130, + "FP": 16531, + "IoU": 0.5112236268853231, + "TN": 72732241, + "TP": 47758, + "n_pred": 64289, + "n_ref": 76888 + }, + "15": { + "Dice": 0.013779572468231697, + "FN": 42179, + "FP": 1050, + "IoU": 0.006937584709747077, + "TN": 72782129, + "TP": 302, + "n_pred": 1352, + "n_ref": 42481 + }, + "2": { + "Dice": 0.24559472003801203, + "FN": 114651, + "FP": 15542, + "IoU": 0.139987449218879, + "TN": 72674275, + "TP": 21192, + "n_pred": 36734, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6029334699030514, + "FN": 25900, + "FP": 107454, + "IoU": 0.43157105042177996, + "TN": 72591059, + "TP": 101247, + "n_pred": 208701, + "n_ref": 127147 + }, + "4": { + "Dice": 0.005192982456140351, + "FN": 26936, + "FP": 1416, + "IoU": 0.002603250545275452, + "TN": 72797234, + "TP": 74, + "n_pred": 1490, + "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": 0.637063765216577, + "FN": 439067, + "FP": 436815, + "IoU": 0.4674200809679181, + "TN": 71181058, + "TP": 768720, + "n_pred": 1205535, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.15514706436752143, + "FN": 218304, + "FP": 5800, + "IoU": 0.08409725315819373, + "TN": 72580979, + "TP": 20577, + "n_pred": 26377, + "n_ref": 238881 + }, + "8": { + "Dice": 0.20023715668365222, + "FN": 48822, + "FP": 26043, + "IoU": 0.11125752341607607, + "TN": 72741423, + "TP": 9372, + "n_pred": 35415, + "n_ref": 58194 + }, + "9": { + "Dice": 0.05356198449403054, + "FN": 75605, + "FP": 8504, + "IoU": 0.02751795025957058, + "TN": 72739171, + "TP": 2380, + "n_pred": 10884, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.057126851920100245, + "FN": 250353, + "FP": 69446, + "IoU": 0.029403284499843696, + "TN": 71480001, + "TP": 9688, + "n_pred": 79134, + "n_ref": 260041 + }, + "10": { + "Dice": 0.0, + "FN": 93718, + "FP": 1212, + "IoU": 0.0, + "TN": 71714558, + "TP": 0, + "n_pred": 1212, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.0, + "FN": 63901, + "FP": 0, + "IoU": 0.0, + "TN": 71745587, + "TP": 0, + "n_pred": 0, + "n_ref": 63901 + }, + "14": { + "Dice": 0.22548346997968985, + "FN": 455781, + "FP": 307, + "IoU": 0.12706755116961863, + "TN": 71287010, + "TP": 66390, + "n_pred": 66697, + "n_ref": 522171 + }, + "15": { + "Dice": 0.09356309339579238, + "FN": 171715, + "FP": 1661, + "IoU": 0.04907746648822974, + "TN": 71627164, + "TP": 8948, + "n_pred": 10609, + "n_ref": 180663 + }, + "2": { + "Dice": 7.53986704701107e-05, + "FN": 146868, + "FP": 12274, + "IoU": 3.770075652851434e-05, + "TN": 71650340, + "TP": 6, + "n_pred": 12280, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5889206699858222, + "FN": 42104, + "FP": 157378, + "IoU": 0.41735475636221314, + "TN": 71467115, + "TP": 142891, + "n_pred": 300269, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4891025467901801, + "FN": 4920, + "FP": 13997, + "IoU": 0.3237165737165737, + "TN": 71781516, + "TP": 9055, + "n_pred": 23052, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7346367656965449, + "FN": 307612, + "FP": 371897, + "IoU": 0.580573819264585, + "TN": 70189396, + "TP": 940583, + "n_pred": 1312480, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.311733928506092, + "FN": 188280, + "FP": 18641, + "IoU": 0.18464739283082657, + "TN": 71555707, + "TP": 46860, + "n_pred": 65501, + "n_ref": 235140 + }, + "8": { + "Dice": 0.4145352553400559, + "FN": 37783, + "FP": 84955, + "IoU": 0.26145977495637523, + "TN": 71643298, + "TP": 43452, + "n_pred": 128407, + "n_ref": 81235 + }, + "9": { + "Dice": 0.06555343123296586, + "FN": 84933, + "FP": 6953, + "IoU": 0.03388743441735272, + "TN": 71714379, + "TP": 3223, + "n_pred": 10176, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4272176519354633, + "FN": 147202, + "FP": 32434, + "IoU": 0.27163176930437744, + "TN": 135198882, + "TP": 66992, + "n_pred": 99426, + "n_ref": 214194 + }, + "10": { + "Dice": 0.13374146456322109, + "FN": 78319, + "FP": 9977, + "IoU": 0.07166288165531164, + "TN": 135350398, + "TP": 6816, + "n_pred": 16793, + "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": 0.0, + "FN": 40573, + "FP": 4718, + "IoU": 0.0, + "TN": 135400219, + "TP": 0, + "n_pred": 4718, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6367171473930183, + "FN": 71625, + "FP": 9839, + "IoU": 0.46704698601279654, + "TN": 135292656, + "TP": 71390, + "n_pred": 81229, + "n_ref": 143015 + }, + "15": { + "Dice": 0.012700395586092025, + "FN": 50872, + "FP": 15516, + "IoU": 0.006390780513357779, + "TN": 135378695, + "TP": 427, + "n_pred": 15943, + "n_ref": 51299 + }, + "2": { + "Dice": 0.001974448837094509, + "FN": 209319, + "FP": 13088, + "IoU": 0.0009881999937114546, + "TN": 135222883, + "TP": 220, + "n_pred": 13308, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5026616350065272, + "FN": 61098, + "FP": 266925, + "IoU": 0.33570343668361047, + "TN": 134951720, + "TP": 165767, + "n_pred": 432692, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7307001154363375, + "FN": 6141, + "FP": 16488, + "IoU": 0.5756717733315831, + "TN": 135392181, + "TP": 30700, + "n_pred": 47188, + "n_ref": 36841 + }, + "5": { + "Dice": 0.004178322297369074, + "FN": 27985, + "FP": 138, + "IoU": 0.0020935348804201263, + "TN": 135417328, + "TP": 59, + "n_pred": 197, + "n_ref": 28044 + }, + "6": { + "Dice": 0.7808973469849548, + "FN": 438984, + "FP": 247531, + "IoU": 0.6405509372436069, + "TN": 133535601, + "TP": 1223394, + "n_pred": 1470925, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.15786605904497722, + "FN": 179848, + "FP": 24164, + "IoU": 0.08569738363494582, + "TN": 135222376, + "TP": 19122, + "n_pred": 43286, + "n_ref": 198970 + }, + "8": { + "Dice": 0.27179937477211974, + "FN": 226638, + "FP": 110891, + "IoU": 0.15727304504144612, + "TN": 135044990, + "TP": 62991, + "n_pred": 173882, + "n_ref": 289629 + }, + "9": { + "Dice": 0.012277180970369495, + "FN": 97410, + "FP": 2994, + "IoU": 0.006176505523221285, + "TN": 135344482, + "TP": 624, + "n_pred": 3618, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005416537365644483, + "FN": 255446, + "FP": 26594, + "IoU": 0.002715623320415264, + "TN": 105471197, + "TP": 768, + "n_pred": 27362, + "n_ref": 256214 + }, + "10": { + "Dice": 0.0, + "FN": 60485, + "FP": 7797, + "IoU": 0.0, + "TN": 105685723, + "TP": 0, + "n_pred": 7797, + "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": 0.0, + "FN": 4404, + "FP": 23, + "IoU": 0.0, + "TN": 105749578, + "TP": 0, + "n_pred": 23, + "n_ref": 4404 + }, + "13": { + "Dice": 0.01884801513662992, + "FN": 80125, + "FP": 770, + "IoU": 0.009513664413752572, + "TN": 105672333, + "TP": 777, + "n_pred": 1547, + "n_ref": 80902 + }, + "14": { + "Dice": 0.5044626556094697, + "FN": 129896, + "FP": 1743, + "IoU": 0.3373119751918004, + "TN": 105555361, + "TP": 67005, + "n_pred": 68748, + "n_ref": 196901 + }, + "15": { + "Dice": 0.010666666666666666, + "FN": 27782, + "FP": 43, + "IoU": 0.005361930294906166, + "TN": 105726030, + "TP": 150, + "n_pred": 193, + "n_ref": 27932 + }, + "2": { + "Dice": 0.2502127958300792, + "FN": 124376, + "FP": 46514, + "IoU": 0.1429961284628192, + "TN": 105554601, + "TP": 28514, + "n_pred": 75028, + "n_ref": 152890 + }, + "3": { + "Dice": 0.07278460930139467, + "FN": 164005, + "FP": 25936, + "IoU": 0.03776672272994387, + "TN": 105556609, + "TP": 7455, + "n_pred": 33391, + "n_ref": 171460 + }, + "4": { + "Dice": 0.23243095433415367, + "FN": 29804, + "FP": 43178, + "IoU": 0.13149752475247525, + "TN": 105669973, + "TP": 11050, + "n_pred": 54228, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 2, + "IoU": 0.0, + "TN": 105741638, + "TP": 0, + "n_pred": 2, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7301042100755978, + "FN": 516938, + "FP": 236936, + "IoU": 0.5749323809625838, + "TN": 103980466, + "TP": 1019665, + "n_pred": 1256601, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.23853315816530532, + "FN": 230798, + "FP": 9160, + "IoU": 0.13541734224009339, + "TN": 105476463, + "TP": 37584, + "n_pred": 46744, + "n_ref": 268382 + }, + "8": { + "Dice": 0.5497884747031505, + "FN": 32851, + "FP": 58564, + "IoU": 0.37910916105194525, + "TN": 105606773, + "TP": 55817, + "n_pred": 114381, + "n_ref": 88668 + }, + "9": { + "Dice": 0.3830956781551957, + "FN": 54805, + "FP": 9614, + "IoU": 0.2369315691593324, + "TN": 105669584, + "TP": 20002, + "n_pred": 29616, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22907947637296222, + "FN": 214308, + "FP": 47815, + "IoU": 0.12935615874154677, + "TN": 96836812, + "TP": 38945, + "n_pred": 86760, + "n_ref": 253253 + }, + "10": { + "Dice": 0.08901714160249674, + "FN": 106898, + "FP": 9276, + "IoU": 0.04658186294624538, + "TN": 97016030, + "TP": 5676, + "n_pred": 14952, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.0, + "FN": 49897, + "FP": 1119, + "IoU": 0.0, + "TN": 97086864, + "TP": 0, + "n_pred": 1119, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5791174055608923, + "FN": 156554, + "FP": 298, + "IoU": 0.40757583197047925, + "TN": 96873117, + "TP": 107911, + "n_pred": 108209, + "n_ref": 264465 + }, + "15": { + "Dice": 0.054975741408090355, + "FN": 20610, + "FP": 39967, + "IoU": 0.028264810150948845, + "TN": 97075541, + "TP": 1762, + "n_pred": 41729, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5271291221887884, + "FN": 68894, + "FP": 55097, + "IoU": 0.357892283790782, + "TN": 96944780, + "TP": 69109, + "n_pred": 124206, + "n_ref": 138003 + }, + "3": { + "Dice": 0.013952364550506635, + "FN": 155749, + "FP": 227861, + "IoU": 0.00702519129021236, + "TN": 96751556, + "TP": 2714, + "n_pred": 230575, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6895741939692428, + "FN": 6354, + "FP": 12681, + "IoU": 0.526221469995271, + "TN": 97097703, + "TP": 21142, + "n_pred": 33823, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7345043810955743, + "FN": 363068, + "FP": 459096, + "IoU": 0.580408474058136, + "TN": 95178441, + "TP": 1137275, + "n_pred": 1596371, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.49562371126587934, + "FN": 168320, + "FP": 6575, + "IoU": 0.3294546151634237, + "TN": 96877055, + "TP": 85930, + "n_pred": 92505, + "n_ref": 254250 + }, + "8": { + "Dice": 0.5201873425127853, + "FN": 33816, + "FP": 140035, + "IoU": 0.3515224308164019, + "TN": 96869789, + "TP": 94240, + "n_pred": 234275, + "n_ref": 128056 + }, + "9": { + "Dice": 0.04098725616433411, + "FN": 66877, + "FP": 12816, + "IoU": 0.020922404049339035, + "TN": 97056484, + "TP": 1703, + "n_pred": 14519, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5670909996297194, + "FN": 84681, + "FP": 50939, + "IoU": 0.39576204733390363, + "TN": 130542344, + "TP": 88828, + "n_pred": 139767, + "n_ref": 173509 + }, + "10": { + "Dice": 0.03157407858220945, + "FN": 75951, + "FP": 3611, + "IoU": 0.01604026762636194, + "TN": 130685933, + "TP": 1297, + "n_pred": 4908, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 152, + "IoU": 0.0, + "TN": 130705273, + "TP": 0, + "n_pred": 152, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7957820738137082, + "FN": 53019, + "FP": 1595, + "IoU": 0.6608289550496206, + "TN": 130605770, + "TP": 106408, + "n_pred": 108003, + "n_ref": 159427 + }, + "15": { + "Dice": 0.3329103914970302, + "FN": 19738, + "FP": 16539, + "IoU": 0.19969555913432901, + "TN": 130721463, + "TP": 9052, + "n_pred": 25591, + "n_ref": 28790 + }, + "2": { + "Dice": 0.21065009393358963, + "FN": 143401, + "FP": 28446, + "IoU": 0.11772437197410372, + "TN": 130572015, + "TP": 22930, + "n_pred": 51376, + "n_ref": 166331 + }, + "3": { + "Dice": 0.40360915328035013, + "FN": 58337, + "FP": 259989, + "IoU": 0.252826025725284, + "TN": 130340752, + "TP": 107714, + "n_pred": 367703, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6115840201774535, + "FN": 16357, + "FP": 891, + "IoU": 0.440490479125442, + "TN": 130735965, + "TP": 13579, + "n_pred": 14470, + "n_ref": 29936 + }, + "5": { + "Dice": 0.10265039966344132, + "FN": 29601, + "FP": 261, + "IoU": 0.0541019955654102, + "TN": 130735222, + "TP": 1708, + "n_pred": 1969, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6455219490160867, + "FN": 519669, + "FP": 378097, + "IoU": 0.4765835434152439, + "TN": 129051588, + "TP": 817438, + "n_pred": 1195535, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.2072268124298962, + "FN": 393084, + "FP": 8370, + "IoU": 0.11559008906796968, + "TN": 130312869, + "TP": 52469, + "n_pred": 60839, + "n_ref": 445553 + }, + "8": { + "Dice": 0.5074471964320777, + "FN": 121672, + "FP": 89048, + "IoU": 0.33998609310105055, + "TN": 130447526, + "TP": 108546, + "n_pred": 197594, + "n_ref": 230218 + }, + "9": { + "Dice": 0.0, + "FN": 102029, + "FP": 0, + "IoU": 0.0, + "TN": 130664763, + "TP": 0, + "n_pred": 0, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18773030741078067, + "FN": 155910, + "FP": 232930, + "IoU": 0.10358850461300124, + "TN": 71802234, + "TP": 44934, + "n_pred": 277864, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0, + "FN": 62663, + "FP": 6179, + "IoU": 0.0, + "TN": 72167166, + "TP": 0, + "n_pred": 6179, + "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": 0.0, + "FN": 70438, + "FP": 746, + "IoU": 0.0, + "TN": 72164824, + "TP": 0, + "n_pred": 746, + "n_ref": 70438 + }, + "14": { + "Dice": 0.0, + "FN": 73845, + "FP": 98711, + "IoU": 0.0, + "TN": 72063452, + "TP": 0, + "n_pred": 98711, + "n_ref": 73845 + }, + "15": { + "Dice": 0.10751136898228007, + "FN": 26602, + "FP": 1855, + "IoU": 0.056809519074608066, + "TN": 72205837, + "TP": 1714, + "n_pred": 3569, + "n_ref": 28316 + }, + "2": { + "Dice": 0.12187475364902642, + "FN": 117246, + "FP": 27563, + "IoU": 0.06489170724147283, + "TN": 72081150, + "TP": 10049, + "n_pred": 37612, + "n_ref": 127295 + }, + "3": { + "Dice": 0.31159019070513944, + "FN": 123788, + "FP": 72658, + "IoU": 0.18454654136087403, + "TN": 71995104, + "TP": 44458, + "n_pred": 117116, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36291, + "IoU": 0.0, + "TN": 72199717, + "TP": 0, + "n_pred": 36291, + "n_ref": 0 + }, + "5": { + "Dice": 0.13921061509052063, + "FN": 7608, + "FP": 47, + "IoU": 0.07481266618322456, + "TN": 72227734, + "TP": 619, + "n_pred": 666, + "n_ref": 8227 + }, + "6": { + "Dice": 0.41864359047198907, + "FN": 829472, + "FP": 1065572, + "IoU": 0.264737024461767, + "TN": 69658639, + "TP": 682325, + "n_pred": 1747897, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.015688918095118007, + "FN": 336026, + "FP": 69897, + "IoU": 0.007906481114874938, + "TN": 71826850, + "TP": 3235, + "n_pred": 73132, + "n_ref": 339261 + }, + "8": { + "Dice": 0.5183321397108688, + "FN": 26687, + "FP": 49312, + "IoU": 0.34983018367538987, + "TN": 72119117, + "TP": 40892, + "n_pred": 90204, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 3759, + "IoU": 0.0, + "TN": 72182629, + "TP": 0, + "n_pred": 3759, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0026369622195231094, + "FN": 88827, + "FP": 35987, + "IoU": 0.00132022179726194, + "TN": 52428141, + "TP": 165, + "n_pred": 36152, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 81, + "IoU": 0.0, + "TN": 52505855, + "TP": 0, + "n_pred": 81, + "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": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "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": 0.04611817606969718, + "FN": 131794, + "FP": 3972, + "IoU": 0.023603359990794544, + "TN": 52414072, + "TP": 3282, + "n_pred": 7254, + "n_ref": 135076 + }, + "3": { + "Dice": 0.42381880878034706, + "FN": 97556, + "FP": 26259, + "IoU": 0.26888964995984693, + "TN": 52383768, + "TP": 45537, + "n_pred": 71796, + "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": 0.10132689987937274, + "FN": 5946, + "FP": 14, + "IoU": 0.053367217280813214, + "TN": 52546824, + "TP": 336, + "n_pred": 350, + "n_ref": 6282 + }, + "6": { + "Dice": 0.5316626786867965, + "FN": 424313, + "FP": 189688, + "IoU": 0.3620848363448975, + "TN": 51590608, + "TP": 348511, + "n_pred": 538199, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0, + "FN": 193064, + "FP": 22, + "IoU": 0.0, + "TN": 52360034, + "TP": 0, + "n_pred": 22, + "n_ref": 193064 + }, + "8": { + "Dice": 0.415596368656654, + "FN": 39664, + "FP": 16212, + "IoU": 0.26230460498521335, + "TN": 52477376, + "TP": 19868, + "n_pred": 36080, + "n_ref": 59532 + }, + "9": { + "Dice": 0.1429863631679586, + "FN": 71846, + "FP": 3003, + "IoU": 0.07699801462518344, + "TN": 52472027, + "TP": 6244, + "n_pred": 9247, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33388718669948264, + "FN": 209630, + "FP": 121911, + "IoU": 0.20039890698521343, + "TN": 143722617, + "TP": 83092, + "n_pred": 205003, + "n_ref": 292722 + }, + "10": { + "Dice": 0.0, + "FN": 98279, + "FP": 158, + "IoU": 0.0, + "TN": 144038813, + "TP": 0, + "n_pred": 158, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.003711142993782879, + "FN": 104107, + "FP": 55, + "IoU": 0.0018590210433516042, + "TN": 144032894, + "TP": 194, + "n_pred": 249, + "n_ref": 104301 + }, + "14": { + "Dice": 0.44616365311245076, + "FN": 292156, + "FP": 639, + "IoU": 0.2871368365183052, + "TN": 143726519, + "TP": 117936, + "n_pred": 118575, + "n_ref": 410092 + }, + "15": { + "Dice": 0.18612693823170903, + "FN": 19383, + "FP": 9328, + "IoU": 0.10261298993561292, + "TN": 144105256, + "TP": 3283, + "n_pred": 12611, + "n_ref": 22666 + }, + "2": { + "Dice": 0.07622097678142514, + "FN": 132325, + "FP": 6131, + "IoU": 0.039620442816713834, + "TN": 143993082, + "TP": 5712, + "n_pred": 11843, + "n_ref": 138037 + }, + "3": { + "Dice": 0.611598078542069, + "FN": 19822, + "FP": 176253, + "IoU": 0.4405050649165359, + "TN": 143786800, + "TP": 154375, + "n_pred": 330628, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8401801004406304, + "FN": 7505, + "FP": 9107, + "IoU": 0.7244056605338687, + "TN": 144076973, + "TP": 43665, + "n_pred": 52772, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0039028620988725065, + "FN": 32069, + "FP": 89, + "IoU": 0.001955246578318488, + "TN": 144105029, + "TP": 63, + "n_pred": 152, + "n_ref": 32132 + }, + "6": { + "Dice": 0.6672110196660267, + "FN": 333499, + "FP": 689082, + "IoU": 0.5006126472465547, + "TN": 142089579, + "TP": 1025090, + "n_pred": 1714172, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.1480212414033255, + "FN": 227807, + "FP": 16860, + "IoU": 0.07992599305808869, + "TN": 143871329, + "TP": 21254, + "n_pred": 38114, + "n_ref": 249061 + }, + "8": { + "Dice": 0.4345430778025787, + "FN": 109778, + "FP": 200806, + "IoU": 0.2775822647311263, + "TN": 143707327, + "TP": 119339, + "n_pred": 320145, + "n_ref": 229117 + }, + "9": { + "Dice": 0.0, + "FN": 94460, + "FP": 0, + "IoU": 0.0, + "TN": 144042790, + "TP": 0, + "n_pred": 0, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4657140172928214, + "FN": 142133, + "FP": 22792, + "IoU": 0.3035379469941386, + "TN": 111542116, + "TP": 71879, + "n_pred": 94671, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0, + "FN": 46002, + "FP": 1087, + "IoU": 0.0, + "TN": 111731831, + "TP": 0, + "n_pred": 1087, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.0, + "FN": 52943, + "FP": 0, + "IoU": 0.0, + "TN": 111725977, + "TP": 0, + "n_pred": 0, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7331991407161826, + "FN": 26957, + "FP": 20362, + "IoU": 0.5787801100251028, + "TN": 111666582, + "TP": 65019, + "n_pred": 85381, + "n_ref": 91976 + }, + "15": { + "Dice": 0.14413286321547436, + "FN": 8545, + "FP": 17428, + "IoU": 0.07766335227272728, + "TN": 111750760, + "TP": 2187, + "n_pred": 19615, + "n_ref": 10732 + }, + "2": { + "Dice": 0.03969437792222602, + "FN": 201958, + "FP": 8565, + "IoU": 0.02024907620279792, + "TN": 111564046, + "TP": 4351, + "n_pred": 12916, + "n_ref": 206309 + }, + "3": { + "Dice": 0.09031350867661628, + "FN": 49309, + "FP": 235341, + "IoU": 0.047292322109913645, + "TN": 111480140, + "TP": 14130, + "n_pred": 249471, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7636666570911493, + "FN": 5387, + "FP": 2840, + "IoU": 0.6176866954784144, + "TN": 111757401, + "TP": 13292, + "n_pred": 16132, + "n_ref": 18679 + }, + "5": { + "Dice": 0.031103740556476876, + "FN": 25994, + "FP": 297, + "IoU": 0.015797551753827726, + "TN": 111752207, + "TP": 422, + "n_pred": 719, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7170117065598651, + "FN": 456443, + "FP": 157926, + "IoU": 0.558860677237599, + "TN": 110386233, + "TP": 778318, + "n_pred": 936244, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.0433685085035508, + "FN": 232963, + "FP": 6545, + "IoU": 0.022164883214867495, + "TN": 111533983, + "TP": 5429, + "n_pred": 11974, + "n_ref": 238392 + }, + "8": { + "Dice": 0.2547008547008547, + "FN": 220328, + "FP": 112776, + "IoU": 0.14593535749265427, + "TN": 111388898, + "TP": 56918, + "n_pred": 169694, + "n_ref": 277246 + }, + "9": { + "Dice": 0.049206636500754145, + "FN": 78300, + "FP": 497, + "IoU": 0.02522391013904696, + "TN": 111698084, + "TP": 2039, + "n_pred": 2536, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0003600264725347452, + "FN": 165370, + "FP": 23437, + "IoU": 0.00018004564686694097, + "TN": 198899034, + "TP": 34, + "n_pred": 23471, + "n_ref": 165404 + }, + "10": { + "Dice": 0.0, + "FN": 63127, + "FP": 118, + "IoU": 0.0, + "TN": 199024630, + "TP": 0, + "n_pred": 118, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.08477842003853564, + "FN": 44638, + "FP": 5237, + "IoU": 0.04426559356136821, + "TN": 199035690, + "TP": 2310, + "n_pred": 7547, + "n_ref": 46948 + }, + "15": { + "Dice": 0.1042784953809755, + "FN": 130941, + "FP": 52, + "IoU": 0.055007286211025984, + "TN": 198949257, + "TP": 7625, + "n_pred": 7677, + "n_ref": 138566 + }, + "2": { + "Dice": 0.00041946601975684954, + "FN": 129548, + "FP": 13431, + "IoU": 0.00020977700704151488, + "TN": 198944866, + "TP": 30, + "n_pred": 13461, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6034078506400955, + "FN": 21349, + "FP": 133082, + "IoU": 0.4320573124492025, + "TN": 198815962, + "TP": 117482, + "n_pred": 250564, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 2341, + "IoU": 0.0, + "TN": 199068414, + "TP": 0, + "n_pred": 2341, + "n_ref": 17120 + }, + "5": { + "Dice": 0.02710212039970753, + "FN": 19790, + "FP": 169, + "IoU": 0.013737214013934872, + "TN": 199067638, + "TP": 278, + "n_pred": 447, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6637009254821535, + "FN": 440449, + "FP": 283689, + "IoU": 0.4966709460018336, + "TN": 197649178, + "TP": 714559, + "n_pred": 998248, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.1046738830750051, + "FN": 147444, + "FP": 1934, + "IoU": 0.05522737334766934, + "TN": 198929765, + "TP": 8732, + "n_pred": 10666, + "n_ref": 156176 + }, + "8": { + "Dice": 0.4541414141414141, + "FN": 54849, + "FP": 97814, + "IoU": 0.2937794040773654, + "TN": 198871706, + "TP": 63506, + "n_pred": 161320, + "n_ref": 118355 + }, + "9": { + "Dice": 0.03460357855760127, + "FN": 100530, + "FP": 59553, + "IoU": 0.01760641170406009, + "TN": 198924923, + "TP": 2869, + "n_pred": 62422, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5739258853042974, + "FN": 65067, + "FP": 112078, + "IoU": 0.4024516533818177, + "TN": 130778739, + "TP": 119308, + "n_pred": 231386, + "n_ref": 184375 + }, + "10": { + "Dice": 0.32757636178119764, + "FN": 65224, + "FP": 6609, + "IoU": 0.19586924885256912, + "TN": 130985862, + "TP": 17497, + "n_pred": 24106, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.0, + "FN": 90158, + "FP": 190, + "IoU": 0.0, + "TN": 130984844, + "TP": 0, + "n_pred": 190, + "n_ref": 90158 + }, + "14": { + "Dice": 0.10985075499554166, + "FN": 49098, + "FP": 72694, + "IoU": 0.05811750330608552, + "TN": 130945885, + "TP": 7515, + "n_pred": 80209, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7115892091772418, + "FN": 6411, + "FP": 10748, + "IoU": 0.5522999452083388, + "TN": 131036865, + "TP": 21168, + "n_pred": 31916, + "n_ref": 27579 + }, + "2": { + "Dice": 0.15682951814726523, + "FN": 143875, + "FP": 32265, + "IoU": 0.08508682169737328, + "TN": 130882671, + "TP": 16381, + "n_pred": 48646, + "n_ref": 160256 + }, + "3": { + "Dice": 0.3590765293785766, + "FN": 118789, + "FP": 135673, + "IoU": 0.21882588420933066, + "TN": 130749449, + "TP": 71281, + "n_pred": 206954, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6452119938731485, + "FN": 32852, + "FP": 11389, + "IoU": 0.47624572328309794, + "TN": 130990723, + "TP": 40228, + "n_pred": 51617, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 5, + "IoU": 0.0, + "TN": 131060488, + "TP": 0, + "n_pred": 5, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6613163424131873, + "FN": 418943, + "FP": 655537, + "IoU": 0.494004941843627, + "TN": 128951693, + "TP": 1049019, + "n_pred": 1704556, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.11720312309805762, + "FN": 726621, + "FP": 34884, + "IoU": 0.06224947817573933, + "TN": 130263137, + "TP": 50550, + "n_pred": 85434, + "n_ref": 777171 + }, + "8": { + "Dice": 0.4980919129587528, + "FN": 54573, + "FP": 93783, + "IoU": 0.33163941073117986, + "TN": 130853222, + "TP": 73614, + "n_pred": 167397, + "n_ref": 128187 + }, + "9": { + "Dice": 0.02348893091239994, + "FN": 64717, + "FP": 3962, + "IoU": 0.011884037119631681, + "TN": 131005687, + "TP": 826, + "n_pred": 4788, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3523896755206535, + "FN": 156866, + "FP": 58785, + "IoU": 0.2138792591215465, + "TN": 101342877, + "TP": 58672, + "n_pred": 117457, + "n_ref": 215538 + }, + "10": { + "Dice": 0.027431886460167823, + "FN": 45161, + "FP": 1780, + "IoU": 0.013906686553368484, + "TN": 101569597, + "TP": 662, + "n_pred": 2442, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.0, + "FN": 60084, + "FP": 0, + "IoU": 0.0, + "TN": 101557116, + "TP": 0, + "n_pred": 0, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7286867859933762, + "FN": 22606, + "FP": 6558, + "IoU": 0.5731764430394567, + "TN": 101548872, + "TP": 39164, + "n_pred": 45722, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5904589293805425, + "FN": 15022, + "FP": 10286, + "IoU": 0.41890154298310067, + "TN": 101573648, + "TP": 18244, + "n_pred": 28530, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 4793, + "IoU": 0.0, + "TN": 101440064, + "TP": 0, + "n_pred": 4793, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5895480969762635, + "FN": 17356, + "FP": 199331, + "IoU": 0.4179852540255973, + "TN": 101244895, + "TP": 155618, + "n_pred": 354949, + "n_ref": 172974 + }, + "4": { + "Dice": 0.08834470761407734, + "FN": 12912, + "FP": 55216, + "IoU": 0.04621372271766369, + "TN": 101545771, + "TP": 3301, + "n_pred": 58517, + "n_ref": 16213 + }, + "5": { + "Dice": 0.022399479081881817, + "FN": 30027, + "FP": 0, + "IoU": 0.011326594448651674, + "TN": 101586829, + "TP": 344, + "n_pred": 344, + "n_ref": 30371 + }, + "6": { + "Dice": 0.673118954336099, + "FN": 530780, + "FP": 443301, + "IoU": 0.5072941214555567, + "TN": 99640197, + "TP": 1002922, + "n_pred": 1446223, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.14773895609856402, + "FN": 393345, + "FP": 4545, + "IoU": 0.07976141191598998, + "TN": 101184823, + "TP": 34487, + "n_pred": 39032, + "n_ref": 427832 + }, + "8": { + "Dice": 0.3618689775267786, + "FN": 152874, + "FP": 125995, + "IoU": 0.22090356178007983, + "TN": 101259261, + "TP": 79070, + "n_pred": 205065, + "n_ref": 231944 + }, + "9": { + "Dice": 0.001429751149347368, + "FN": 80940, + "FP": 77, + "IoU": 0.0007153869873573851, + "TN": 101536125, + "TP": 58, + "n_pred": 135, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11073037576642578, + "FN": 198243, + "FP": 16119, + "IoU": 0.05861014984102447, + "TN": 118954504, + "TP": 13346, + "n_pred": 29465, + "n_ref": 211589 + }, + "10": { + "Dice": 0.045477987716254865, + "FN": 78808, + "FP": 2628, + "IoU": 0.02326808673958933, + "TN": 119098836, + "TP": 1940, + "n_pred": 4568, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 5.3380308004377185e-05, + "FN": 33074, + "FP": 4391, + "IoU": 2.6690866385522874e-05, + "TN": 119144746, + "TP": 1, + "n_pred": 4392, + "n_ref": 33075 + }, + "14": { + "Dice": 0.00043928890109135835, + "FN": 65851, + "FP": 6962, + "IoU": 0.00021969270482912026, + "TN": 119109383, + "TP": 16, + "n_pred": 6978, + "n_ref": 65867 + }, + "15": { + "Dice": 0.20202090110042217, + "FN": 17801, + "FP": 5259, + "IoU": 0.1123599830632434, + "TN": 119156233, + "TP": 2919, + "n_pred": 8178, + "n_ref": 20720 + }, + "2": { + "Dice": 0.09014497360103124, + "FN": 183276, + "FP": 22828, + "IoU": 0.04719990384348678, + "TN": 118965898, + "TP": 10210, + "n_pred": 33038, + "n_ref": 193486 + }, + "3": { + "Dice": 0.07852019630049076, + "FN": 187848, + "FP": 26960, + "IoU": 0.04086444007858546, + "TN": 118958252, + "TP": 9152, + "n_pred": 36112, + "n_ref": 197000 + }, + "4": { + "Dice": 0.20995083579154375, + "FN": 37999, + "FP": 2175, + "IoU": 0.11728774828616628, + "TN": 119136700, + "TP": 5338, + "n_pred": 7513, + "n_ref": 43337 + }, + "5": { + "Dice": 0.00360482144868762, + "FN": 17690, + "FP": 0, + "IoU": 0.001805665274799684, + "TN": 119164490, + "TP": 32, + "n_pred": 32, + "n_ref": 17722 + }, + "6": { + "Dice": 0.7143102838681876, + "FN": 621677, + "FP": 272001, + "IoU": 0.5555852822851346, + "TN": 117171302, + "TP": 1117232, + "n_pred": 1389233, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.019203234746486577, + "FN": 294501, + "FP": 24715, + "IoU": 0.009694702194260116, + "TN": 118859871, + "TP": 3125, + "n_pred": 27840, + "n_ref": 297626 + }, + "8": { + "Dice": 0.5251291009963334, + "FN": 27455, + "FP": 71491, + "IoU": 0.3560508932348443, + "TN": 119028557, + "TP": 54709, + "n_pred": 126200, + "n_ref": 82164 + }, + "9": { + "Dice": 0.07742864097706563, + "FN": 81863, + "FP": 5308, + "IoU": 0.040273480936705235, + "TN": 119091383, + "TP": 3658, + "n_pred": 8966, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38892, + "IoU": 0.0, + "TN": 61293588, + "TP": 0, + "n_pred": 38892, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 247, + "IoU": 0.0, + "TN": 61297805, + "TP": 0, + "n_pred": 247, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.004161944222515375, + "FN": 52584, + "FP": 1013, + "IoU": 0.0020853115865125025, + "TN": 61278771, + "TP": 112, + "n_pred": 1125, + "n_ref": 52696 + }, + "14": { + "Dice": 0.24845053327479794, + "FN": 232093, + "FP": 725, + "IoU": 0.14184614137065474, + "TN": 61061179, + "TP": 38483, + "n_pred": 39208, + "n_ref": 270576 + }, + "15": { + "Dice": 0.2807780164331254, + "FN": 81757, + "FP": 2625, + "IoU": 0.1633169067851229, + "TN": 61231627, + "TP": 16471, + "n_pred": 19096, + "n_ref": 98228 + }, + "2": { + "Dice": 0.015103036400540481, + "FN": 159651, + "FP": 8726, + "IoU": 0.007608977532593064, + "TN": 61162812, + "TP": 1291, + "n_pred": 10017, + "n_ref": 160942 + }, + "3": { + "Dice": 0.382910570104364, + "FN": 88121, + "FP": 42494, + "IoU": 0.23678997773739474, + "TN": 61161341, + "TP": 40524, + "n_pred": 83018, + "n_ref": 128645 + }, + "4": { + "Dice": 0.15905525535994422, + "FN": 38539, + "FP": 57, + "IoU": 0.08639871230412347, + "TN": 61290234, + "TP": 3650, + "n_pred": 3707, + "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": 0.7391571906120469, + "FN": 361094, + "FP": 235291, + "IoU": 0.5862405567993473, + "TN": 59891099, + "TP": 844996, + "n_pred": 1080287, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.013838362222697768, + "FN": 202772, + "FP": 4603, + "IoU": 0.006967389742853039, + "TN": 61123650, + "TP": 1455, + "n_pred": 6058, + "n_ref": 204227 + }, + "8": { + "Dice": 0.3440861574243784, + "FN": 54992, + "FP": 48788, + "IoU": 0.20779230692895473, + "TN": 61201479, + "TP": 27221, + "n_pred": 76009, + "n_ref": 82213 + }, + "9": { + "Dice": 0.2667324880482228, + "FN": 53108, + "FP": 3336, + "IoU": 0.15388997151851297, + "TN": 61265770, + "TP": 10266, + "n_pred": 13602, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5314985941239805, + "FN": 108539, + "FP": 12429, + "IoU": 0.3619326423503969, + "TN": 148917915, + "TP": 68617, + "n_pred": 81046, + "n_ref": 177156 + }, + "10": { + "Dice": 0.06841769730970292, + "FN": 70119, + "FP": 2945, + "IoU": 0.03542054470804124, + "TN": 149031753, + "TP": 2683, + "n_pred": 5628, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 0, + "IoU": 0.0, + "TN": 149023133, + "TP": 0, + "n_pred": 0, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6157248759586227, + "FN": 35299, + "FP": 36806, + "IoU": 0.4447994948872736, + "TN": 148977628, + "TP": 57767, + "n_pred": 94573, + "n_ref": 93066 + }, + "15": { + "Dice": 0.20531802741009722, + "FN": 33661, + "FP": 260, + "IoU": 0.11440357152181291, + "TN": 149069197, + "TP": 4382, + "n_pred": 4642, + "n_ref": 38043 + }, + "2": { + "Dice": 0.07313404667814272, + "FN": 150610, + "FP": 11459, + "IoU": 0.03795492185227617, + "TN": 148939037, + "TP": 6394, + "n_pred": 17853, + "n_ref": 157004 + }, + "3": { + "Dice": 0.0987253093456588, + "FN": 48178, + "FP": 169241, + "IoU": 0.051925852603487595, + "TN": 148878173, + "TP": 11908, + "n_pred": 181149, + "n_ref": 60086 + }, + "4": { + "Dice": 0.71127815854767, + "FN": 11356, + "FP": 397, + "IoU": 0.5519252764010675, + "TN": 149081270, + "TP": 14477, + "n_pred": 14874, + "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": 0.6540017389541322, + "FN": 435114, + "FP": 274808, + "IoU": 0.4858860207188972, + "TN": 147726635, + "TP": 670943, + "n_pred": 945751, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.0342903613605827, + "FN": 270284, + "FP": 2838, + "IoU": 0.01744426576873127, + "TN": 148829529, + "TP": 4849, + "n_pred": 7687, + "n_ref": 275133 + }, + "8": { + "Dice": 0.3264581417678048, + "FN": 164806, + "FP": 100358, + "IoU": 0.19507019807239886, + "TN": 148778075, + "TP": 64261, + "n_pred": 164619, + "n_ref": 229067 + }, + "9": { + "Dice": 0.05733210734232393, + "FN": 84120, + "FP": 26602, + "IoU": 0.029512047611952072, + "TN": 148993411, + "TP": 3367, + "n_pred": 29969, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07767596337619086, + "FN": 493950, + "FP": 8415, + "IoU": 0.04040732046019342, + "TN": 100189281, + "TP": 21154, + "n_pred": 29569, + "n_ref": 515104 + }, + "10": { + "Dice": 0.0, + "FN": 38471, + "FP": 874, + "IoU": 0.0, + "TN": 100673455, + "TP": 0, + "n_pred": 874, + "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": 0.0, + "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": 0.0461356836338878, + "FN": 150202, + "FP": 2505, + "IoU": 0.02361253196930946, + "TN": 100556400, + "TP": 3693, + "n_pred": 6198, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5372396298545857, + "FN": 57674, + "FP": 7087, + "IoU": 0.3672779498402587, + "TN": 100610447, + "TP": 37592, + "n_pred": 44679, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 197, + "IoU": 0.0, + "TN": 100479447, + "TP": 0, + "n_pred": 197, + "n_ref": 233156 + }, + "3": { + "Dice": 0.03988040944562684, + "FN": 219223, + "FP": 8141, + "IoU": 0.02034590625888679, + "TN": 100480714, + "TP": 4722, + "n_pred": 12863, + "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": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.2656752723772455, + "FN": 1672772, + "FP": 567793, + "IoU": 0.1531865792753861, + "TN": 98066922, + "TP": 405313, + "n_pred": 973106, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.008617614269788182, + "FN": 171525, + "FP": 6329, + "IoU": 0.004327453296534119, + "TN": 100534173, + "TP": 773, + "n_pred": 7102, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5026417238784192, + "FN": 40547, + "FP": 88983, + "IoU": 0.33568567516142434, + "TN": 100517817, + "TP": 65453, + "n_pred": 154436, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4063406801926726, + "FN": 67057, + "FP": 34622, + "IoU": 0.25497336547550137, + "TN": 100576323, + "TP": 34798, + "n_pred": 69420, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06782459235135807, + "FN": 74835, + "FP": 7601, + "IoU": 0.03510270966231638, + "TN": 78865265, + "TP": 2999, + "n_pred": 10600, + "n_ref": 77834 + }, + "10": { + "Dice": 0.0, + "FN": 38944, + "FP": 30, + "IoU": 0.0, + "TN": 78911726, + "TP": 0, + "n_pred": 30, + "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": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.051751159443467136, + "FN": 26460, + "FP": 3187, + "IoU": 0.026562910428158656, + "TN": 78920244, + "TP": 809, + "n_pred": 3996, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6836635806923854, + "FN": 25962, + "FP": 4722, + "IoU": 0.5193684309456306, + "TN": 78886859, + "TP": 33157, + "n_pred": 37879, + "n_ref": 59119 + }, + "2": { + "Dice": 0.02173954067671869, + "FN": 98969, + "FP": 4709, + "IoU": 0.010989220642945722, + "TN": 78845870, + "TP": 1152, + "n_pred": 5861, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3624102271369592, + "FN": 57377, + "FP": 38681, + "IoU": 0.22130708993336468, + "TN": 78827342, + "TP": 27300, + "n_pred": 65981, + "n_ref": 84677 + }, + "4": { + "Dice": 0.38940044164826465, + "FN": 12455, + "FP": 2200, + "IoU": 0.2417735927152318, + "TN": 78931372, + "TP": 4673, + "n_pred": 6873, + "n_ref": 17128 + }, + "5": { + "Dice": 0.002515435627715527, + "FN": 34754, + "FP": 142, + "IoU": 0.0012593016599885519, + "TN": 78915760, + "TP": 44, + "n_pred": 186, + "n_ref": 34798 + }, + "6": { + "Dice": 0.6143599118154848, + "FN": 365299, + "FP": 63790, + "IoU": 0.44337625408949277, + "TN": 78179822, + "TP": 341789, + "n_pred": 405579, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0004255448493875194, + "FN": 720959, + "FP": 2511, + "IoU": 0.00021281770643317524, + "TN": 78227076, + "TP": 154, + "n_pred": 2665, + "n_ref": 721113 + }, + "8": { + "Dice": 0.2919024471697063, + "FN": 268175, + "FP": 37151, + "IoU": 0.17089331150087303, + "TN": 78582441, + "TP": 62933, + "n_pred": 100084, + "n_ref": 331108 + }, + "9": { + "Dice": 0.08638350405391879, + "FN": 54459, + "FP": 305, + "IoU": 0.04514149216257214, + "TN": 78893347, + "TP": 2589, + "n_pred": 2894, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4846291280858727, + "FN": 79846, + "FP": 65536, + "IoU": 0.3198089240515213, + "TN": 104790703, + "TP": 68355, + "n_pred": 133891, + "n_ref": 148201 + }, + "10": { + "Dice": 0.0, + "FN": 87234, + "FP": 926, + "IoU": 0.0, + "TN": 104916280, + "TP": 0, + "n_pred": 926, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.0, + "FN": 77818, + "FP": 1348, + "IoU": 0.0, + "TN": 104925274, + "TP": 0, + "n_pred": 1348, + "n_ref": 77818 + }, + "14": { + "Dice": 0.695556218851473, + "FN": 31632, + "FP": 2027, + "IoU": 0.533220541125241, + "TN": 104932331, + "TP": 38450, + "n_pred": 40477, + "n_ref": 70082 + }, + "15": { + "Dice": 0.0936293236964378, + "FN": 22093, + "FP": 21798, + "IoU": 0.04911391308115603, + "TN": 104958282, + "TP": 2267, + "n_pred": 24065, + "n_ref": 24360 + }, + "2": { + "Dice": 0.10983310780333784, + "FN": 159549, + "FP": 22013, + "IoU": 0.05810762438849779, + "TN": 104811677, + "TP": 11201, + "n_pred": 33214, + "n_ref": 170750 + }, + "3": { + "Dice": 0.535618959650636, + "FN": 35247, + "FP": 169878, + "IoU": 0.3657647462595193, + "TN": 104681019, + "TP": 118296, + "n_pred": 288174, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20031, + "IoU": 0.0, + "TN": 104984409, + "TP": 0, + "n_pred": 20031, + "n_ref": 0 + }, + "5": { + "Dice": 0.0005847953216374269, + "FN": 30071, + "FP": 691, + "IoU": 0.0002924831822170225, + "TN": 104973669, + "TP": 9, + "n_pred": 700, + "n_ref": 30080 + }, + "6": { + "Dice": 0.6228707515671038, + "FN": 315241, + "FP": 799587, + "IoU": 0.4522965090429235, + "TN": 102968981, + "TP": 920631, + "n_pred": 1720218, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.427864460401967, + "FN": 161660, + "FP": 21353, + "IoU": 0.2721549444212452, + "TN": 104752995, + "TP": 68432, + "n_pred": 89785, + "n_ref": 230092 + }, + "8": { + "Dice": 0.4035999143825672, + "FN": 244557, + "FP": 114882, + "IoU": 0.25281877520475615, + "TN": 104523380, + "TP": 121621, + "n_pred": 236503, + "n_ref": 366178 + }, + "9": { + "Dice": 0.004673069818987809, + "FN": 93301, + "FP": 14473, + "IoU": 0.0023420070908198878, + "TN": 104896413, + "TP": 253, + "n_pred": 14726, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4544261740298811, + "FN": 259670, + "FP": 120793, + "IoU": 0.29401777281305147, + "TN": 177137375, + "TP": 158450, + "n_pred": 279243, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0, + "FN": 71961, + "FP": 3755, + "IoU": 0.0, + "TN": 177600572, + "TP": 0, + "n_pred": 3755, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.0, + "FN": 77083, + "FP": 1395, + "IoU": 0.0, + "TN": 177597810, + "TP": 0, + "n_pred": 1395, + "n_ref": 77083 + }, + "14": { + "Dice": 0.6421635516898346, + "FN": 39773, + "FP": 874, + "IoU": 0.4729314436131174, + "TN": 177599169, + "TP": 36472, + "n_pred": 37346, + "n_ref": 76245 + }, + "15": { + "Dice": 0.10650826312588164, + "FN": 19054, + "FP": 49987, + "IoU": 0.05624965826453059, + "TN": 177603132, + "TP": 4115, + "n_pred": 54102, + "n_ref": 23169 + }, + "2": { + "Dice": 0.003493107269402478, + "FN": 213983, + "FP": 4540, + "IoU": 0.0017496094213954848, + "TN": 177457382, + "TP": 383, + "n_pred": 4923, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5513070786568017, + "FN": 19382, + "FP": 286085, + "IoU": 0.3805548232717539, + "TN": 177183158, + "TP": 187663, + "n_pred": 473748, + "n_ref": 207045 + }, + "4": { + "Dice": 0.3723386171433428, + "FN": 16910, + "FP": 42168, + "IoU": 0.22875680474145246, + "TN": 177599687, + "TP": 17523, + "n_pred": 59691, + "n_ref": 34433 + }, + "5": { + "Dice": 0.006412674462466994, + "FN": 31079, + "FP": 529, + "IoU": 0.003216650898770104, + "TN": 177644578, + "TP": 102, + "n_pred": 631, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6222804449177237, + "FN": 665750, + "FP": 717961, + "IoU": 0.4516742486685265, + "TN": 175152768, + "TP": 1139809, + "n_pred": 1857770, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.11381573378860728, + "FN": 340621, + "FP": 88644, + "IoU": 0.06034178941446618, + "TN": 177219457, + "TP": 27566, + "n_pred": 116210, + "n_ref": 368187 + }, + "8": { + "Dice": 0.47790455777595664, + "FN": 85730, + "FP": 162730, + "IoU": 0.3139780492855664, + "TN": 177314113, + "TP": 113715, + "n_pred": 276445, + "n_ref": 199445 + }, + "9": { + "Dice": 0.0, + "FN": 135224, + "FP": 41, + "IoU": 0.0, + "TN": 177541023, + "TP": 0, + "n_pred": 41, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3898596891036571, + "FN": 140188, + "FP": 6530, + "IoU": 0.24212777387495352, + "TN": 193811943, + "TP": 46874, + "n_pred": 53404, + "n_ref": 187062 + }, + "10": { + "Dice": 0.018299552753468153, + "FN": 86242, + "FP": 21, + "IoU": 0.009234267862680464, + "TN": 193918468, + "TP": 804, + "n_pred": 825, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.0, + "FN": 66877, + "FP": 0, + "IoU": 0.0, + "TN": 193938658, + "TP": 0, + "n_pred": 0, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7578517687475834, + "FN": 16120, + "FP": 22083, + "IoU": 0.6101137929274889, + "TN": 193907550, + "TP": 59782, + "n_pred": 81865, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5483359746434231, + "FN": 12489, + "FP": 1476, + "IoU": 0.3777292576419214, + "TN": 193983093, + "TP": 8477, + "n_pred": 9953, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0834310503004417, + "FN": 132033, + "FP": 18826, + "IoU": 0.04353146298938025, + "TN": 193847810, + "TP": 6866, + "n_pred": 25692, + "n_ref": 138899 + }, + "3": { + "Dice": 0.38712803902494647, + "FN": 80233, + "FP": 91764, + "IoU": 0.2400240368683142, + "TN": 193779216, + "TP": 54322, + "n_pred": 146086, + "n_ref": 134555 + }, + "4": { + "Dice": 0.3774678256182198, + "FN": 15427, + "FP": 3051, + "IoU": 0.23264119601328903, + "TN": 193981455, + "TP": 5602, + "n_pred": 8653, + "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": 0.6770278851131546, + "FN": 554081, + "FP": 238874, + "IoU": 0.511747660812232, + "TN": 192381467, + "TP": 831113, + "n_pred": 1069987, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.028833646698797944, + "FN": 317195, + "FP": 4600, + "IoU": 0.01462770843795549, + "TN": 193678963, + "TP": 4777, + "n_pred": 9377, + "n_ref": 321972 + }, + "8": { + "Dice": 0.4752392693269767, + "FN": 148497, + "FP": 56675, + "IoU": 0.31168120988872, + "TN": 193707458, + "TP": 92905, + "n_pred": 149580, + "n_ref": 241402 + }, + "9": { + "Dice": 0.03049371650172865, + "FN": 96750, + "FP": 9250, + "IoU": 0.01548292420147306, + "TN": 193897868, + "TP": 1667, + "n_pred": 10917, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.014759005057281453, + "FN": 112880, + "FP": 97132, + "IoU": 0.007434364439823239, + "TN": 99444215, + "TP": 1573, + "n_pred": 98705, + "n_ref": 114453 + }, + "10": { + "Dice": 0.0038152556489964803, + "FN": 71543, + "FP": 2611, + "IoU": 0.0019112738236244213, + "TN": 99581504, + "TP": 142, + "n_pred": 2753, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 155, + "IoU": 0.0, + "TN": 99610214, + "TP": 0, + "n_pred": 155, + "n_ref": 45431 + }, + "14": { + "Dice": 0.08268036311514572, + "FN": 50679, + "FP": 26119, + "IoU": 0.04312288964477504, + "TN": 99575541, + "TP": 3461, + "n_pred": 29580, + "n_ref": 54140 + }, + "15": { + "Dice": 0.21787966763439784, + "FN": 32506, + "FP": 6557, + "IoU": 0.12225867337767392, + "TN": 99611296, + "TP": 5441, + "n_pred": 11998, + "n_ref": 37947 + }, + "2": { + "Dice": 0.33702934566167875, + "FN": 83186, + "FP": 41001, + "IoU": 0.2026670433314286, + "TN": 99500047, + "TP": 31566, + "n_pred": 72567, + "n_ref": 114752 + }, + "3": { + "Dice": 0.11316169738206718, + "FN": 110770, + "FP": 93601, + "IoU": 0.0599742422151695, + "TN": 99438390, + "TP": 13039, + "n_pred": 106640, + "n_ref": 123809 + }, + "4": { + "Dice": 0.24538725002762127, + "FN": 14464, + "FP": 12856, + "IoU": 0.13985265411498016, + "TN": 99624038, + "TP": 4442, + "n_pred": 17298, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 122, + "IoU": 0.0, + "TN": 99648712, + "TP": 0, + "n_pred": 122, + "n_ref": 6966 + }, + "6": { + "Dice": 0.7617695533288953, + "FN": 422078, + "FP": 160875, + "IoU": 0.615208223458613, + "TN": 98140817, + "TP": 932030, + "n_pred": 1092905, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.48417874786090215, + "FN": 106991, + "FP": 20813, + "IoU": 0.319416782933765, + "TN": 99468014, + "TP": 59982, + "n_pred": 80795, + "n_ref": 166973 + }, + "8": { + "Dice": 0.4392932450067383, + "FN": 39151, + "FP": 118536, + "IoU": 0.2814707142141093, + "TN": 99436342, + "TP": 61771, + "n_pred": 180307, + "n_ref": 100922 + }, + "9": { + "Dice": 0.0, + "FN": 95534, + "FP": 1503, + "IoU": 0.0, + "TN": 99558763, + "TP": 0, + "n_pred": 1503, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3023440172901525, + "FN": 356338, + "FP": 61687, + "IoU": 0.17809498530293646, + "TN": 62574915, + "TP": 90580, + "n_pred": 152267, + "n_ref": 446918 + }, + "10": { + "Dice": 0.0, + "FN": 70845, + "FP": 1325, + "IoU": 0.0, + "TN": 63011350, + "TP": 0, + "n_pred": 1325, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 0, + "IoU": 0.0, + "TN": 63037865, + "TP": 0, + "n_pred": 0, + "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": 320, + "IoU": 0.0, + "TN": 63083200, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "2": { + "Dice": 0.04404228733485897, + "FN": 120835, + "FP": 15345, + "IoU": 0.022516993618869198, + "TN": 62944203, + "TP": 3137, + "n_pred": 18482, + "n_ref": 123972 + }, + "3": { + "Dice": 0.49986772632576804, + "FN": 36892, + "FP": 144598, + "IoU": 0.33321576710129436, + "TN": 62811333, + "TP": 90697, + "n_pred": 235295, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 4524, + "IoU": 0.0, + "TN": 63060967, + "TP": 0, + "n_pred": 4524, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 3, + "IoU": 0.0, + "TN": 63066563, + "TP": 0, + "n_pred": 3, + "n_ref": 16954 + }, + "6": { + "Dice": 0.6170194998095245, + "FN": 472078, + "FP": 344248, + "IoU": 0.4461519882055774, + "TN": 61609603, + "TP": 657591, + "n_pred": 1001839, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.27937371353585166, + "FN": 130258, + "FP": 5931, + "IoU": 0.16236745639284572, + "TN": 62920932, + "TP": 26399, + "n_pred": 32330, + "n_ref": 156657 + }, + "8": { + "Dice": 0.3264838769573559, + "FN": 75033, + "FP": 77315, + "IoU": 0.1950885757609379, + "TN": 62894247, + "TP": 36925, + "n_pred": 114240, + "n_ref": 111958 + }, + "9": { + "Dice": 0.06691575369936462, + "FN": 41304, + "FP": 2899, + "IoU": 0.03461605660871844, + "TN": 63037732, + "TP": 1585, + "n_pred": 4484, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14358312084827932, + "FN": 284250, + "FP": 52631, + "IoU": 0.07734422287406092, + "TN": 109243697, + "TP": 28240, + "n_pred": 80871, + "n_ref": 312490 + }, + "10": { + "Dice": 0.023834682295014106, + "FN": 86834, + "FP": 2777, + "IoU": 0.012061077118130202, + "TN": 109518113, + "TP": 1094, + "n_pred": 3871, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.0, + "FN": 80779, + "FP": 48, + "IoU": 0.0, + "TN": 109527991, + "TP": 0, + "n_pred": 48, + "n_ref": 80779 + }, + "14": { + "Dice": 3.305593891262489e-05, + "FN": 96914, + "FP": 24089, + "IoU": 1.6528242634601875e-05, + "TN": 109487813, + "TP": 2, + "n_pred": 24091, + "n_ref": 96916 + }, + "15": { + "Dice": 0.4653787417900997, + "FN": 66058, + "FP": 20062, + "IoU": 0.3032531572858264, + "TN": 109485215, + "TP": 37483, + "n_pred": 57545, + "n_ref": 103541 + }, + "2": { + "Dice": 0.10929831753828029, + "FN": 200331, + "FP": 23448, + "IoU": 0.05780833568412144, + "TN": 109371309, + "TP": 13730, + "n_pred": 37178, + "n_ref": 214061 + }, + "3": { + "Dice": 0.2363523437534171, + "FN": 191650, + "FP": 157534, + "IoU": 0.1340133574392207, + "TN": 109205597, + "TP": 54037, + "n_pred": 211571, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0011483253588516747, + "FN": 50257, + "FP": 7152, + "IoU": 0.0005744925315970893, + "TN": 109551376, + "TP": 33, + "n_pred": 7185, + "n_ref": 50290 + }, + "5": { + "Dice": 0.18452033063371462, + "FN": 9447, + "FP": 320, + "IoU": 0.10163723325974981, + "TN": 109597946, + "TP": 1105, + "n_pred": 1425, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6516892027214932, + "FN": 339369, + "FP": 634547, + "IoU": 0.4833375242836393, + "TN": 107723804, + "TP": 911098, + "n_pred": 1545645, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.065649234686737, + "FN": 1156924, + "FP": 11391, + "IoU": 0.03393864022180345, + "TN": 108399459, + "TP": 41044, + "n_pred": 52435, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.5017399332433776, + "FN": 32898, + "FP": 79358, + "IoU": 0.3348817367398208, + "TN": 109440042, + "TP": 56520, + "n_pred": 135878, + "n_ref": 89418 + }, + "9": { + "Dice": 0.11671267373722699, + "FN": 51586, + "FP": 3131, + "IoU": 0.06197284509360214, + "TN": 109550486, + "TP": 3615, + "n_pred": 6746, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12092714499087238, + "FN": 53311, + "FP": 26144, + "IoU": 0.0643546867640132, + "TN": 66982432, + "TP": 5465, + "n_pred": 31609, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 267, + "IoU": 0.0, + "TN": 66988289, + "TP": 0, + "n_pred": 267, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "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": 0.3854681108120138, + "FN": 57290, + "FP": 696, + "IoU": 0.238749146668067, + "TN": 66991180, + "TP": 18186, + "n_pred": 18882, + "n_ref": 75476 + }, + "15": { + "Dice": 0.03608206274447194, + "FN": 30458, + "FP": 17842, + "IoU": 0.018372490041460045, + "TN": 67018148, + "TP": 904, + "n_pred": 18746, + "n_ref": 31362 + }, + "2": { + "Dice": 0.14861314948879542, + "FN": 133988, + "FP": 4078, + "IoU": 0.08027125689466812, + "TN": 66917236, + "TP": 12050, + "n_pred": 16128, + "n_ref": 146038 + }, + "3": { + "Dice": 0.721904509270023, + "FN": 21577, + "FP": 85356, + "IoU": 0.5648283046971017, + "TN": 66821626, + "TP": 138793, + "n_pred": 224149, + "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": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.44451931314875803, + "FN": 719005, + "FP": 182864, + "IoU": 0.2857761699687818, + "TN": 65804626, + "TP": 360857, + "n_pred": 543721, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.007817930083461686, + "FN": 350204, + "FP": 6670, + "IoU": 0.00392430501283912, + "TN": 66709072, + "TP": 1406, + "n_pred": 8076, + "n_ref": 351610 + }, + "8": { + "Dice": 0.57699205739175, + "FN": 37296, + "FP": 33697, + "IoU": 0.40547353258912494, + "TN": 66947941, + "TP": 48418, + "n_pred": 82115, + "n_ref": 85714 + }, + "9": { + "Dice": 0.000917112829664882, + "FN": 77307, + "FP": 3307, + "IoU": 0.00045876678528474537, + "TN": 66986701, + "TP": 37, + "n_pred": 3344, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4029218716917214, + "FN": 123127, + "FP": 46073, + "IoU": 0.25228688850589953, + "TN": 74292990, + "TP": 57090, + "n_pred": 103163, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 704, + "IoU": 0.0, + "TN": 74462427, + "TP": 0, + "n_pred": 704, + "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": 0.0, + "FN": 42890, + "FP": 0, + "IoU": 0.0, + "TN": 74476390, + "TP": 0, + "n_pred": 0, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3563947903050538, + "FN": 20610, + "FP": 20257, + "IoU": 0.21683722356368096, + "TN": 74467098, + "TP": 11315, + "n_pred": 31572, + "n_ref": 31925 + }, + "15": { + "Dice": 0.3931229150628689, + "FN": 21933, + "FP": 4082, + "IoU": 0.24465027147876078, + "TN": 74484839, + "TP": 8426, + "n_pred": 12508, + "n_ref": 30359 + }, + "2": { + "Dice": 0.06794274691193554, + "FN": 134533, + "FP": 40375, + "IoU": 0.035166011153831306, + "TN": 74337997, + "TP": 6375, + "n_pred": 46750, + "n_ref": 140908 + }, + "3": { + "Dice": 0.44994914757545984, + "FN": 77335, + "FP": 114119, + "IoU": 0.2902802491103203, + "TN": 74249520, + "TP": 78306, + "n_pred": 192425, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 783, + "IoU": 0.0, + "TN": 74505219, + "TP": 0, + "n_pred": 783, + "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": 0.5455382188117899, + "FN": 940321, + "FP": 168668, + "IoU": 0.37507910202089817, + "TN": 72744673, + "TP": 665618, + "n_pred": 834286, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.003386980258405277, + "FN": 166905, + "FP": 1405, + "IoU": 0.001696362903034473, + "TN": 74350684, + "TP": 286, + "n_pred": 1691, + "n_ref": 167191 + }, + "8": { + "Dice": 0.18639571243988776, + "FN": 52189, + "FP": 54228, + "IoU": 0.1027763959968636, + "TN": 74400673, + "TP": 12190, + "n_pred": 66418, + "n_ref": 64379 + }, + "9": { + "Dice": 0.0, + "FN": 92858, + "FP": 284, + "IoU": 0.0, + "TN": 74426138, + "TP": 0, + "n_pred": 284, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4855563777633891, + "FN": 177936, + "FP": 44530, + "IoU": 0.3206170045777562, + "TN": 65723727, + "TP": 104987, + "n_pred": 149517, + "n_ref": 282923 + }, + "10": { + "Dice": 0.0002481921458467301, + "FN": 83522, + "FP": 5097, + "IoU": 0.0001241114746699763, + "TN": 65962550, + "TP": 11, + "n_pred": 5108, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0, + "FN": 47626, + "FP": 62, + "IoU": 0.0, + "TN": 66003492, + "TP": 0, + "n_pred": 62, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6287377673069953, + "FN": 30914, + "FP": 1864, + "IoU": 0.4585102340871921, + "TN": 65990647, + "TP": 27755, + "n_pred": 29619, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7075597212017712, + "FN": 6780, + "FP": 7947, + "IoU": 0.5474602833174569, + "TN": 66018637, + "TP": 17816, + "n_pred": 25763, + "n_ref": 24596 + }, + "2": { + "Dice": 0.3881998875549823, + "FN": 102866, + "FP": 26627, + "IoU": 0.24084865397242286, + "TN": 65880604, + "TP": 41083, + "n_pred": 67710, + "n_ref": 143949 + }, + "3": { + "Dice": 0.14561714841439327, + "FN": 142303, + "FP": 28131, + "IoU": 0.07852593561781594, + "TN": 65866222, + "TP": 14524, + "n_pred": 42655, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5660300237812128, + "FN": 14295, + "FP": 9063, + "IoU": 0.3947293410380659, + "TN": 66012589, + "TP": 15233, + "n_pred": 24296, + "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": 0.719219049343048, + "FN": 260631, + "FP": 334993, + "IoU": 0.5615472723685799, + "TN": 64692712, + "TP": 762844, + "n_pred": 1097837, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.1187486800522842, + "FN": 914119, + "FP": 12233, + "IoU": 0.06312217766607839, + "TN": 65062415, + "TP": 62413, + "n_pred": 74646, + "n_ref": 976532 + }, + "8": { + "Dice": 0.5852494670893883, + "FN": 27211, + "FP": 49449, + "IoU": 0.4136767956434947, + "TN": 65920433, + "TP": 54087, + "n_pred": 103536, + "n_ref": 81298 + }, + "9": { + "Dice": 0.0007660226402247, + "FN": 70058, + "FP": 382, + "IoU": 0.0003831580739920814, + "TN": 65980713, + "TP": 27, + "n_pred": 409, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6902287855007045, + "FN": 63274, + "FP": 17843, + "IoU": 0.5269842380560852, + "TN": 113301051, + "TP": 90372, + "n_pred": 108215, + "n_ref": 153646 + }, + "10": { + "Dice": 0.11436452123961384, + "FN": 75549, + "FP": 2154, + "IoU": 0.060650386847195356, + "TN": 113389820, + "TP": 5017, + "n_pred": 7171, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 0, + "IoU": 0.0, + "TN": 113395664, + "TP": 0, + "n_pred": 0, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6627567408531322, + "FN": 127312, + "FP": 11383, + "IoU": 0.4956141945901127, + "TN": 113197562, + "TP": 136283, + "n_pred": 147666, + "n_ref": 263595 + }, + "15": { + "Dice": 0.47947557359138443, + "FN": 14203, + "FP": 2472, + "IoU": 0.3153356600287415, + "TN": 113448185, + "TP": 7680, + "n_pred": 10152, + "n_ref": 21883 + }, + "2": { + "Dice": 0.2682826192719592, + "FN": 105306, + "FP": 13511, + "IoU": 0.15492286573873215, + "TN": 113331941, + "TP": 21782, + "n_pred": 35293, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4087087648882918, + "FN": 48205, + "FP": 160399, + "IoU": 0.2568409577518979, + "TN": 113191841, + "TP": 72095, + "n_pred": 232494, + "n_ref": 120300 + }, + "4": { + "Dice": 0.677866006943059, + "FN": 14104, + "FP": 2042, + "IoU": 0.5127059817709905, + "TN": 113439406, + "TP": 16988, + "n_pred": 19030, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 111, + "IoU": 0.0, + "TN": 113439603, + "TP": 0, + "n_pred": 111, + "n_ref": 32826 + }, + "6": { + "Dice": 0.744653289183437, + "FN": 375639, + "FP": 151057, + "IoU": 0.5931853588870789, + "TN": 112177857, + "TP": 767987, + "n_pred": 919044, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.07759094129533439, + "FN": 208770, + "FP": 11255, + "IoU": 0.04036130653047161, + "TN": 113243261, + "TP": 9254, + "n_pred": 20509, + "n_ref": 218024 + }, + "8": { + "Dice": 0.3790683032671304, + "FN": 141722, + "FP": 96948, + "IoU": 0.23385828288210783, + "TN": 113161018, + "TP": 72852, + "n_pred": 169800, + "n_ref": 214574 + }, + "9": { + "Dice": 0.0, + "FN": 106239, + "FP": 2215, + "IoU": 0.0, + "TN": 113364086, + "TP": 0, + "n_pred": 2215, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2101248478130905, + "FN": 103112, + "FP": 77895, + "IoU": 0.11739637122530877, + "TN": 74991645, + "TP": 24076, + "n_pred": 101971, + "n_ref": 127188 + }, + "10": { + "Dice": 7.268036085799166e-05, + "FN": 100051, + "FP": 10012, + "IoU": 3.634150108570235e-05, + "TN": 75086661, + "TP": 4, + "n_pred": 10016, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 69, + "IoU": 0.0, + "TN": 75141399, + "TP": 0, + "n_pred": 69, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7769848992683894, + "FN": 46820, + "FP": 2684, + "IoU": 0.6353027847355238, + "TN": 75060988, + "TP": 86236, + "n_pred": 88920, + "n_ref": 133056 + }, + "15": { + "Dice": 0.1420657176077462, + "FN": 66542, + "FP": 21265, + "IoU": 0.07646433943014609, + "TN": 75101651, + "TP": 7270, + "n_pred": 28535, + "n_ref": 73812 + }, + "2": { + "Dice": 0.1233992498390927, + "FN": 135192, + "FP": 22796, + "IoU": 0.06575679447453699, + "TN": 75027620, + "TP": 11120, + "n_pred": 33916, + "n_ref": 146312 + }, + "3": { + "Dice": 0.49344548630262913, + "FN": 40161, + "FP": 180251, + "IoU": 0.3275324469286015, + "TN": 74868962, + "TP": 107354, + "n_pred": 287605, + "n_ref": 147515 + }, + "4": { + "Dice": 0.640433725608313, + "FN": 10079, + "FP": 6634, + "IoU": 0.47105737886508214, + "TN": 75165131, + "TP": 14884, + "n_pred": 21518, + "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": 0.6926145092811247, + "FN": 356692, + "FP": 442016, + "IoU": 0.5297706867622384, + "TN": 73498178, + "TP": 899842, + "n_pred": 1341858, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.2851083421496023, + "FN": 122709, + "FP": 23249, + "IoU": 0.16625443411800322, + "TN": 75021665, + "TP": 29105, + "n_pred": 52354, + "n_ref": 151814 + }, + "8": { + "Dice": 0.35671899026801657, + "FN": 50174, + "FP": 74490, + "IoU": 0.21707729119695532, + "TN": 75037499, + "TP": 34565, + "n_pred": 109055, + "n_ref": 84739 + }, + "9": { + "Dice": 0.0, + "FN": 77233, + "FP": 0, + "IoU": 0.0, + "TN": 75119495, + "TP": 0, + "n_pred": 0, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5041525467241733, + "FN": 137298, + "FP": 17216, + "IoU": 0.3370347327998627, + "TN": 86694807, + "TP": 78551, + "n_pred": 95767, + "n_ref": 215849 + }, + "10": { + "Dice": 0.12121454788121455, + "FN": 64287, + "FP": 1556, + "IoU": 0.06451750397817686, + "TN": 86857488, + "TP": 4541, + "n_pred": 6097, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.0, + "FN": 55361, + "FP": 883, + "IoU": 0.0, + "TN": 86871628, + "TP": 0, + "n_pred": 883, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5501748522683628, + "FN": 42452, + "FP": 24307, + "IoU": 0.3794766928475159, + "TN": 86820287, + "TP": 40826, + "n_pred": 65133, + "n_ref": 83278 + }, + "15": { + "Dice": 0.23996343987741606, + "FN": 140337, + "FP": 1026, + "IoU": 0.1363400314029289, + "TN": 86764193, + "TP": 22316, + "n_pred": 23342, + "n_ref": 162653 + }, + "2": { + "Dice": 0.21934104360358658, + "FN": 105652, + "FP": 26512, + "IoU": 0.12317970424133058, + "TN": 86777141, + "TP": 18567, + "n_pred": 45079, + "n_ref": 124219 + }, + "3": { + "Dice": 0.1721740541211164, + "FN": 152310, + "FP": 21175, + "IoU": 0.09419608825955744, + "TN": 86736346, + "TP": 18041, + "n_pred": 39216, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4416677696889477, + "FN": 8180, + "FP": 12911, + "IoU": 0.28342336832806714, + "TN": 86898439, + "TP": 8342, + "n_pred": 21253, + "n_ref": 16522 + }, + "5": { + "Dice": 0.003283473184968989, + "FN": 5464, + "FP": 0, + "IoU": 0.0016444363237712407, + "TN": 86922399, + "TP": 9, + "n_pred": 9, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7014792301361555, + "FN": 396979, + "FP": 264629, + "IoU": 0.5402141008570149, + "TN": 85488924, + "TP": 777340, + "n_pred": 1041969, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.03641038934499899, + "FN": 1003964, + "FP": 14556, + "IoU": 0.018542769399178812, + "TN": 85890109, + "TP": 19243, + "n_pred": 33799, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.49263860731345266, + "FN": 11742, + "FP": 76099, + "IoU": 0.3268218289944592, + "TN": 86797385, + "TP": 42646, + "n_pred": 118745, + "n_ref": 54388 + }, + "9": { + "Dice": 0.020859105875187942, + "FN": 50212, + "FP": 1235, + "IoU": 0.010539474949514377, + "TN": 86875877, + "TP": 548, + "n_pred": 1783, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20693495554515676, + "FN": 66352, + "FP": 103126, + "IoU": 0.11540850466362891, + "TN": 37558011, + "TP": 22111, + "n_pred": 125237, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 657, + "IoU": 0.0, + "TN": 37689699, + "TP": 0, + "n_pred": 657, + "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": 137, + "IoU": 0.0, + "TN": 37704578, + "TP": 0, + "n_pred": 137, + "n_ref": 44885 + }, + "14": { + "Dice": 0.14963281929654884, + "FN": 84880, + "FP": 90089, + "IoU": 0.08086655495027921, + "TN": 37559237, + "TP": 15394, + "n_pred": 105483, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 37749540, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "2": { + "Dice": 0.07480859334876702, + "FN": 95498, + "FP": 21597, + "IoU": 0.03885774323026537, + "TN": 37627771, + "TP": 4734, + "n_pred": 26331, + "n_ref": 100232 + }, + "3": { + "Dice": 0.18330777215471755, + "FN": 63181, + "FP": 164200, + "IoU": 0.10090194109110752, + "TN": 37496701, + "TP": 25518, + "n_pred": 189718, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 700, + "IoU": 0.0, + "TN": 37737206, + "TP": 0, + "n_pred": 700, + "n_ref": 11694 + }, + "5": { + "Dice": 0.009506833036244802, + "FN": 10001, + "FP": 1, + "IoU": 0.004776119402985075, + "TN": 37739550, + "TP": 48, + "n_pred": 49, + "n_ref": 10049 + }, + "6": { + "Dice": 0.405310241025636, + "FN": 535036, + "FP": 73827, + "IoU": 0.2541624405278141, + "TN": 36933252, + "TP": 207485, + "n_pred": 281312, + "n_ref": 742521 + }, + "7": { + "Dice": 0.07138570443627512, + "FN": 332502, + "FP": 175, + "IoU": 0.03701398698561934, + "TN": 37404136, + "TP": 12787, + "n_pred": 12962, + "n_ref": 345289 + }, + "8": { + "Dice": 0.3316891373451715, + "FN": 49339, + "FP": 66504, + "IoU": 0.19881734559789752, + "TN": 37605010, + "TP": 28747, + "n_pred": 95251, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 32, + "IoU": 0.0, + "TN": 37694797, + "TP": 0, + "n_pred": 32, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3410673982775206, + "FN": 152463, + "FP": 23586, + "IoU": 0.205594487638249, + "TN": 75685077, + "TP": 45562, + "n_pred": 69148, + "n_ref": 198025 + }, + "10": { + "Dice": 0.18589566548565026, + "FN": 102332, + "FP": 837, + "IoU": 0.10247242231269792, + "TN": 75791740, + "TP": 11779, + "n_pred": 12616, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.0, + "FN": 41501, + "FP": 216, + "IoU": 0.0, + "TN": 75864971, + "TP": 0, + "n_pred": 216, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7134322003831689, + "FN": 48272, + "FP": 12307, + "IoU": 0.5545235941670895, + "TN": 75770701, + "TP": 75408, + "n_pred": 87715, + "n_ref": 123680 + }, + "15": { + "Dice": 0.45944753717658465, + "FN": 124256, + "FP": 24017, + "IoU": 0.298235566956637, + "TN": 75695402, + "TP": 63013, + "n_pred": 87030, + "n_ref": 187269 + }, + "2": { + "Dice": 0.38484069397627074, + "FN": 142194, + "FP": 19313, + "IoU": 0.23826794827049513, + "TN": 75694662, + "TP": 50519, + "n_pred": 69832, + "n_ref": 192713 + }, + "3": { + "Dice": 0.11135984136923398, + "FN": 229895, + "FP": 110703, + "IoU": 0.058962974423867005, + "TN": 75544749, + "TP": 21341, + "n_pred": 132044, + "n_ref": 251236 + }, + "4": { + "Dice": 0.573973990879919, + "FN": 2989, + "FP": 37371, + "IoU": 0.40249896369988747, + "TN": 75839140, + "TP": 27188, + "n_pred": 64559, + "n_ref": 30177 + }, + "5": { + "Dice": 0.4217293939175034, + "FN": 6710, + "FP": 1295, + "IoU": 0.26720981325521787, + "TN": 75895764, + "TP": 2919, + "n_pred": 4214, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7862925558300704, + "FN": 400828, + "FP": 309156, + "IoU": 0.647843563625686, + "TN": 73890584, + "TP": 1306120, + "n_pred": 1615276, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.2821198143011821, + "FN": 226182, + "FP": 15819, + "IoU": 0.16422554765448813, + "TN": 75617135, + "TP": 47552, + "n_pred": 63371, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7326744890404505, + "FN": 26432, + "FP": 21230, + "IoU": 0.5781265213273498, + "TN": 75793711, + "TP": 65315, + "n_pred": 86545, + "n_ref": 91747 + }, + "9": { + "Dice": 0.23771534793144272, + "FN": 67004, + "FP": 1889, + "IoU": 0.13489043762164876, + "TN": 75827053, + "TP": 10742, + "n_pred": 12631, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3441183585143731, + "FN": 68730, + "FP": 31593, + "IoU": 0.207815794253046, + "TN": 61261109, + "TP": 26318, + "n_pred": 57911, + "n_ref": 95048 + }, + "10": { + "Dice": 0.11052706015462946, + "FN": 73364, + "FP": 2106, + "IoU": 0.058496238725533, + "TN": 61307591, + "TP": 4689, + "n_pred": 6795, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 0, + "IoU": 0.0, + "TN": 61348295, + "TP": 0, + "n_pred": 0, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6238092273208393, + "FN": 26384, + "FP": 21952, + "IoU": 0.45328688413337553, + "TN": 61299338, + "TP": 40076, + "n_pred": 62028, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7147549338845315, + "FN": 17488, + "FP": 2660, + "IoU": 0.5561234605979158, + "TN": 61342359, + "TP": 25243, + "n_pred": 27903, + "n_ref": 42731 + }, + "2": { + "Dice": 0.2151611328125, + "FN": 115538, + "FP": 13050, + "IoU": 0.12054933180133229, + "TN": 61241536, + "TP": 17626, + "n_pred": 30676, + "n_ref": 133164 + }, + "3": { + "Dice": 0.4918355510445364, + "FN": 45427, + "FP": 136815, + "IoU": 0.3261153327047165, + "TN": 61117315, + "TP": 88193, + "n_pred": 225008, + "n_ref": 133620 + }, + "4": { + "Dice": 0.27468294160931483, + "FN": 15803, + "FP": 954, + "IoU": 0.15920722528850978, + "TN": 61367820, + "TP": 3173, + "n_pred": 4127, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0011527377521613833, + "FN": 27679, + "FP": 49, + "IoU": 0.0005767012687427913, + "TN": 61360006, + "TP": 16, + "n_pred": 65, + "n_ref": 27695 + }, + "6": { + "Dice": 0.6668417641067084, + "FN": 400577, + "FP": 193066, + "IoU": 0.5001970104920715, + "TN": 60199996, + "TP": 594111, + "n_pred": 787177, + "n_ref": 994688 + }, + "7": { + "Dice": 0.07025559875501713, + "FN": 173431, + "FP": 4007, + "IoU": 0.03640668614438857, + "TN": 61203608, + "TP": 6704, + "n_pred": 10711, + "n_ref": 180135 + }, + "8": { + "Dice": 0.2818602430456876, + "FN": 184327, + "FP": 131536, + "IoU": 0.16404966004938482, + "TN": 61009901, + "TP": 61986, + "n_pred": 193522, + "n_ref": 246313 + }, + "9": { + "Dice": 0.037513901468683, + "FN": 78081, + "FP": 5868, + "IoU": 0.019115499211310394, + "TN": 61302165, + "TP": 1636, + "n_pred": 7504, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5476402922122986, + "FN": 88847, + "FP": 70850, + "IoU": 0.3770693233059244, + "TN": 39492436, + "TP": 96667, + "n_pred": 167517, + "n_ref": 185514 + }, + "10": { + "Dice": 0.0, + "FN": 51832, + "FP": 3, + "IoU": 0.0, + "TN": 39696965, + "TP": 0, + "n_pred": 3, + "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": 0, + "IoU": 0.0, + "TN": 39704989, + "TP": 0, + "n_pred": 0, + "n_ref": 43811 + }, + "14": { + "Dice": 0.11527158972414447, + "FN": 30293, + "FP": 16372, + "IoU": 0.06116084900915401, + "TN": 39699095, + "TP": 3040, + "n_pred": 19412, + "n_ref": 33333 + }, + "15": { + "Dice": 0.4489080289731199, + "FN": 31233, + "FP": 19058, + "IoU": 0.2894141916523017, + "TN": 39678026, + "TP": 20483, + "n_pred": 39541, + "n_ref": 51716 + }, + "2": { + "Dice": 0.13892242680350136, + "FN": 108642, + "FP": 5468, + "IoU": 0.07464623119652922, + "TN": 39625485, + "TP": 9205, + "n_pred": 14673, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5306366018540947, + "FN": 13786, + "FP": 199366, + "IoU": 0.3611336736192494, + "TN": 39415159, + "TP": 120489, + "n_pred": 319855, + "n_ref": 134275 + }, + "4": { + "Dice": 0.2677778980409135, + "FN": 20062, + "FP": 233, + "IoU": 0.1545863534116471, + "TN": 39724794, + "TP": 3711, + "n_pred": 3944, + "n_ref": 23773 + }, + "5": { + "Dice": 0.06438213914849429, + "FN": 6307, + "FP": 0, + "IoU": 0.033261802575107295, + "TN": 39742276, + "TP": 217, + "n_pred": 217, + "n_ref": 6524 + }, + "6": { + "Dice": 0.7540733886910808, + "FN": 340369, + "FP": 42900, + "IoU": 0.6052309837887501, + "TN": 38777931, + "TP": 587600, + "n_pred": 630500, + "n_ref": 927969 + }, + "7": { + "Dice": 0.009635095236282767, + "FN": 728536, + "FP": 20, + "IoU": 0.004840868733779538, + "TN": 39016700, + "TP": 3544, + "n_pred": 3564, + "n_ref": 732080 + }, + "8": { + "Dice": 0.37753913418117413, + "FN": 25874, + "FP": 52144, + "IoU": 0.2326953716634867, + "TN": 39647122, + "TP": 23660, + "n_pred": 75804, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0, + "FN": 41629, + "FP": 0, + "IoU": 0.0, + "TN": 39707171, + "TP": 0, + "n_pred": 0, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29553651762312716, + "FN": 59182, + "FP": 120900, + "IoU": 0.17338976204465334, + "TN": 101178752, + "TP": 37774, + "n_pred": 158674, + "n_ref": 96956 + }, + "10": { + "Dice": 0.1659497893258427, + "FN": 74829, + "FP": 1183, + "IoU": 0.09048268600282384, + "TN": 101313034, + "TP": 7562, + "n_pred": 8745, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 602, + "IoU": 0.0, + "TN": 101346061, + "TP": 0, + "n_pred": 602, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6116977393212832, + "FN": 98080, + "FP": 289, + "IoU": 0.44060847313050894, + "TN": 101220758, + "TP": 77481, + "n_pred": 77770, + "n_ref": 175561 + }, + "15": { + "Dice": 0.00611581420800206, + "FN": 26779, + "FP": 4098, + "IoU": 0.003067286581428387, + "TN": 101365636, + "TP": 95, + "n_pred": 4193, + "n_ref": 26874 + }, + "2": { + "Dice": 0.13390792905099227, + "FN": 167259, + "FP": 20049, + "IoU": 0.07175847919598786, + "TN": 101194820, + "TP": 14480, + "n_pred": 34529, + "n_ref": 181739 + }, + "3": { + "Dice": 0.44263815672296025, + "FN": 71496, + "FP": 169461, + "IoU": 0.28422306520079493, + "TN": 101059971, + "TP": 95680, + "n_pred": 265141, + "n_ref": 167176 + }, + "4": { + "Dice": 0.15062059320552415, + "FN": 3684, + "FP": 69197, + "IoU": 0.0814438576812069, + "TN": 101317265, + "TP": 6462, + "n_pred": 75659, + "n_ref": 10146 + }, + "5": { + "Dice": 0.019074675324675324, + "FN": 38140, + "FP": 532, + "IoU": 0.009629174349518542, + "TN": 101357560, + "TP": 376, + "n_pred": 908, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5700612485078346, + "FN": 578643, + "FP": 1309694, + "IoU": 0.3986613048376835, + "TN": 98256386, + "TP": 1251885, + "n_pred": 2561579, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.11009743120005185, + "FN": 429588, + "FP": 78517, + "IoU": 0.0582556122297678, + "TN": 100857072, + "TP": 31431, + "n_pred": 109948, + "n_ref": 461019 + }, + "8": { + "Dice": 0.4598285754420637, + "FN": 160789, + "FP": 62244, + "IoU": 0.29855675031371576, + "TN": 101078645, + "TP": 94930, + "n_pred": 157174, + "n_ref": 255719 + }, + "9": { + "Dice": 0.06072803640182009, + "FN": 83843, + "FP": 2029, + "IoU": 0.03131486327948741, + "TN": 101307960, + "TP": 2776, + "n_pred": 4805, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35329853745809103, + "FN": 144127, + "FP": 122638, + "IoU": 0.21454923402613998, + "TN": 73543871, + "TP": 72868, + "n_pred": 195506, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 3232, + "IoU": 0.0, + "TN": 73804431, + "TP": 0, + "n_pred": 3232, + "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": 0, + "IoU": 0.0, + "TN": 73822265, + "TP": 0, + "n_pred": 0, + "n_ref": 61239 + }, + "14": { + "Dice": 0.40166265289739717, + "FN": 71621, + "FP": 16331, + "IoU": 0.25130029879206284, + "TN": 73766031, + "TP": 29521, + "n_pred": 45852, + "n_ref": 101142 + }, + "15": { + "Dice": 0.05865303085362266, + "FN": 215396, + "FP": 2202, + "IoU": 0.030212544066459575, + "TN": 73659127, + "TP": 6779, + "n_pred": 8981, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0, + "FN": 191050, + "FP": 18374, + "IoU": 0.0, + "TN": 73674080, + "TP": 0, + "n_pred": 18374, + "n_ref": 191050 + }, + "3": { + "Dice": 0.02591894613004466, + "FN": 184017, + "FP": 80108, + "IoU": 0.01312962610082985, + "TN": 73615865, + "TP": 3514, + "n_pred": 83622, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 8481, + "IoU": 0.0, + "TN": 73827135, + "TP": 0, + "n_pred": 8481, + "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": 0.3848614094780462, + "FN": 1149004, + "FP": 616600, + "IoU": 0.23828383009143075, + "TN": 71565575, + "TP": 552325, + "n_pred": 1168925, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.001644350481559784, + "FN": 172452, + "FP": 6048, + "IoU": 0.0008228517691313037, + "TN": 73704857, + "TP": 147, + "n_pred": 6195, + "n_ref": 172599 + }, + "8": { + "Dice": 0.42100745727948635, + "FN": 41678, + "FP": 62206, + "IoU": 0.2666304278765716, + "TN": 73741851, + "TP": 37769, + "n_pred": 99975, + "n_ref": 79447 + }, + "9": { + "Dice": 0.14469724542605794, + "FN": 82031, + "FP": 14318, + "IoU": 0.07799117694906171, + "TN": 73779005, + "TP": 8150, + "n_pred": 22468, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2251937330243835, + "FN": 150654, + "FP": 101805, + "IoU": 0.12688355749843505, + "TN": 69206629, + "TP": 36688, + "n_pred": 138493, + "n_ref": 187342 + }, + "10": { + "Dice": 0.0389822562543507, + "FN": 66101, + "FP": 1546, + "IoU": 0.019878584157985484, + "TN": 69426757, + "TP": 1372, + "n_pred": 2918, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.00012849671690888298, + "FN": 77813, + "FP": 0, + "IoU": 6.425248657123031e-05, + "TN": 69417958, + "TP": 5, + "n_pred": 5, + "n_ref": 77818 + }, + "14": { + "Dice": 0.4686994172871479, + "FN": 104705, + "FP": 331, + "IoU": 0.3060793044673176, + "TN": 69344410, + "TP": 46330, + "n_pred": 46661, + "n_ref": 151035 + }, + "15": { + "Dice": 0.410534095108155, + "FN": 65110, + "FP": 17842, + "IoU": 0.25828430408269104, + "TN": 69383938, + "TP": 28886, + "n_pred": 46728, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 3436, + "IoU": 0.0, + "TN": 69342190, + "TP": 0, + "n_pred": 3436, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6252171869360484, + "FN": 23596, + "FP": 155006, + "IoU": 0.45477524231092115, + "TN": 69168201, + "TP": 148973, + "n_pred": 303979, + "n_ref": 172569 + }, + "4": { + "Dice": 0.3130915887850467, + "FN": 26650, + "FP": 19287, + "IoU": 0.18560082260752403, + "TN": 69439370, + "TP": 10469, + "n_pred": 29756, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0676079145792217, + "FN": 18425, + "FP": 0, + "IoU": 0.03498664431990782, + "TN": 69476683, + "TP": 668, + "n_pred": 668, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6942375023577859, + "FN": 441201, + "FP": 447121, + "IoU": 0.5316721100593369, + "TN": 67598981, + "TP": 1008473, + "n_pred": 1455594, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.15793293166590722, + "FN": 284917, + "FP": 14453, + "IoU": 0.08573679774251475, + "TN": 69168332, + "TP": 28074, + "n_pred": 42527, + "n_ref": 312991 + }, + "8": { + "Dice": 0.3085546782503613, + "FN": 50896, + "FP": 118468, + "IoU": 0.18242072284736402, + "TN": 69288623, + "TP": 37789, + "n_pred": 156257, + "n_ref": 88685 + }, + "9": { + "Dice": 0.0, + "FN": 80369, + "FP": 227, + "IoU": 0.0, + "TN": 69415180, + "TP": 0, + "n_pred": 227, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3786400230148546, + "FN": 119493, + "FP": 152649, + "IoU": 0.23353236072776432, + "TN": 50478492, + "TP": 82918, + "n_pred": 235567, + "n_ref": 202411 + }, + "10": { + "Dice": 0.0245645723132499, + "FN": 74888, + "FP": 718, + "IoU": 0.012435016588730113, + "TN": 50756994, + "TP": 952, + "n_pred": 1670, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.0, + "FN": 48263, + "FP": 10876, + "IoU": 0.0, + "TN": 50774413, + "TP": 0, + "n_pred": 10876, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0010830902534185035, + "FN": 50693, + "FP": 30468, + "IoU": 0.000541838556739117, + "TN": 50752347, + "TP": 44, + "n_pred": 30512, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5405035769392622, + "FN": 19343, + "FP": 6863, + "IoU": 0.37033566399961554, + "TN": 50791933, + "TP": 15413, + "n_pred": 22276, + "n_ref": 34756 + }, + "2": { + "Dice": 0.12280906895258678, + "FN": 196841, + "FP": 20712, + "IoU": 0.0654217250474693, + "TN": 50600770, + "TP": 15229, + "n_pred": 35941, + "n_ref": 212070 + }, + "3": { + "Dice": 0.56022101227488, + "FN": 29248, + "FP": 243758, + "IoU": 0.3891020893144444, + "TN": 50386659, + "TP": 173887, + "n_pred": 417645, + "n_ref": 203135 + }, + "4": { + "Dice": 0.788095676657106, + "FN": 2990, + "FP": 5063, + "IoU": 0.6502952926871635, + "TN": 50810524, + "TP": 14975, + "n_pred": 20038, + "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": 0.6630317653170307, + "FN": 883646, + "FP": 450667, + "IoU": 0.49592185372620545, + "TN": 48186516, + "TP": 1312723, + "n_pred": 1763390, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.1743840058841229, + "FN": 204891, + "FP": 17364, + "IoU": 0.09552063875764567, + "TN": 50587825, + "TP": 23472, + "n_pred": 40836, + "n_ref": 228363 + }, + "8": { + "Dice": 0.41132533124780396, + "FN": 48489, + "FP": 107322, + "IoU": 0.2589109899831626, + "TN": 50623306, + "TP": 54435, + "n_pred": 161757, + "n_ref": 102924 + }, + "9": { + "Dice": 0.0, + "FN": 115118, + "FP": 37, + "IoU": 0.0, + "TN": 50718397, + "TP": 0, + "n_pred": 37, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.010106782205240175, + "FN": 210768, + "FP": 21358, + "IoU": 0.00507905756693855, + "TN": 76651549, + "TP": 1185, + "n_pred": 22543, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0, + "FN": 64959, + "FP": 2, + "IoU": 0.0, + "TN": 76819899, + "TP": 0, + "n_pred": 2, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0006458974745408746, + "FN": 42768, + "FP": 3649, + "IoU": 0.000323053066850448, + "TN": 76838428, + "TP": 15, + "n_pred": 3664, + "n_ref": 42783 + }, + "14": { + "Dice": 0.5745529776858282, + "FN": 36797, + "FP": 29420, + "IoU": 0.40306862948372385, + "TN": 76773931, + "TP": 44712, + "n_pred": 74132, + "n_ref": 81509 + }, + "15": { + "Dice": 0.00044973016190285827, + "FN": 40006, + "FP": 0, + "IoU": 0.0002249156566287642, + "TN": 76844845, + "TP": 9, + "n_pred": 9, + "n_ref": 40015 + }, + "2": { + "Dice": 0.28146960335801535, + "FN": 80025, + "FP": 41855, + "IoU": 0.16378505955321368, + "TN": 76739108, + "TP": 23872, + "n_pred": 65727, + "n_ref": 103897 + }, + "3": { + "Dice": 0.0, + "FN": 97410, + "FP": 69948, + "IoU": 0.0, + "TN": 76717502, + "TP": 0, + "n_pred": 69948, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5784158961637725, + "FN": 13340, + "FP": 3485, + "IoU": 0.4068812352381288, + "TN": 76856493, + "TP": 11542, + "n_pred": 15027, + "n_ref": 24882 + }, + "5": { + "Dice": 0.17041035463462767, + "FN": 14287, + "FP": 6, + "IoU": 0.0931412981409809, + "TN": 76869099, + "TP": 1468, + "n_pred": 1474, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7732420083012512, + "FN": 238969, + "FP": 284244, + "IoU": 0.6303134061759867, + "TN": 75469572, + "TP": 892075, + "n_pred": 1176319, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3422077745189732, + "FN": 123469, + "FP": 21415, + "IoU": 0.20642380224679713, + "TN": 76702289, + "TP": 37687, + "n_pred": 59102, + "n_ref": 161156 + }, + "8": { + "Dice": 0.49995995396814025, + "FN": 18004, + "FP": 100619, + "IoU": 0.33329773781087535, + "TN": 76706935, + "TP": 59302, + "n_pred": 159921, + "n_ref": 77306 + }, + "9": { + "Dice": 0.19075383653244815, + "FN": 81854, + "FP": 2255, + "IoU": 0.1054327710535832, + "TN": 76790838, + "TP": 9913, + "n_pred": 12168, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.019659611470627156, + "FN": 123013, + "FP": 32568, + "IoU": 0.00992739005097333, + "TN": 130842791, + "TP": 1560, + "n_pred": 34128, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0, + "FN": 57563, + "FP": 0, + "IoU": 0.0, + "TN": 130942369, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.0, + "FN": 78417, + "FP": 43, + "IoU": 0.0, + "TN": 130921472, + "TP": 0, + "n_pred": 43, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 106, + "IoU": 0.0, + "TN": 130053701, + "TP": 0, + "n_pred": 106, + "n_ref": 946125 + }, + "15": { + "Dice": 0.014994116658261893, + "FN": 25087, + "FP": 4212, + "IoU": 0.007553688774473274, + "TN": 130970410, + "TP": 223, + "n_pred": 4435, + "n_ref": 25310 + }, + "2": { + "Dice": 0.18054676648398665, + "FN": 196173, + "FP": 9722, + "IoU": 0.09923133123630111, + "TN": 130771355, + "TP": 22682, + "n_pred": 32404, + "n_ref": 218855 + }, + "3": { + "Dice": 0.001224095492681894, + "FN": 282856, + "FP": 19038, + "IoU": 0.0006124225781997425, + "TN": 130697853, + "TP": 185, + "n_pred": 19223, + "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": 0.0010955671666947582, + "FN": 23706, + "FP": 0, + "IoU": 0.00054808381466335, + "TN": 130976213, + "TP": 13, + "n_pred": 13, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7139283142317812, + "FN": 462813, + "FP": 346759, + "IoU": 0.5551232657807291, + "TN": 129180165, + "TP": 1010195, + "n_pred": 1356954, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.2241856229812384, + "FN": 177970, + "FP": 2652, + "IoU": 0.1262438382538615, + "TN": 130793213, + "TP": 26097, + "n_pred": 28749, + "n_ref": 204067 + }, + "8": { + "Dice": 0.4960612415796533, + "FN": 59084, + "FP": 76920, + "IoU": 0.3298413840339406, + "TN": 130796989, + "TP": 66939, + "n_pred": 143859, + "n_ref": 126023 + }, + "9": { + "Dice": 0.2106088053898919, + "FN": 46872, + "FP": 30692, + "IoU": 0.1176985815199463, + "TN": 130912021, + "TP": 10347, + "n_pred": 41039, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 303, + "IoU": 0.0, + "TN": 74368978, + "TP": 0, + "n_pred": 303, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 0, + "IoU": 0.0, + "TN": 74347923, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.010241739379201831, + "FN": 102790, + "FP": 1001, + "IoU": 0.00514722797331493, + "TN": 74322370, + "TP": 537, + "n_pred": 1538, + "n_ref": 103327 + }, + "14": { + "Dice": 0.571623559424623, + "FN": 100537, + "FP": 4916, + "IoU": 0.40019111432162946, + "TN": 74250887, + "TP": 70358, + "n_pred": 75274, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2973407923978849, + "FN": 18338, + "FP": 0, + "IoU": 0.1746331803042578, + "TN": 74404480, + "TP": 3880, + "n_pred": 3880, + "n_ref": 22218 + }, + "2": { + "Dice": 0.16668694981947993, + "FN": 106426, + "FP": 16826, + "IoU": 0.09092116035669241, + "TN": 74291119, + "TP": 12327, + "n_pred": 29153, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 41740, + "IoU": 0.0, + "TN": 74253765, + "TP": 0, + "n_pred": 41740, + "n_ref": 131193 + }, + "4": { + "Dice": 0.008304181515022721, + "FN": 30333, + "FP": 0, + "IoU": 0.004169402495075509, + "TN": 74396238, + "TP": 127, + "n_pred": 127, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 74426691, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.7222151549321519, + "FN": 302814, + "FP": 147018, + "IoU": 0.5652087342558861, + "TN": 73392105, + "TP": 584761, + "n_pred": 731779, + "n_ref": 887575 + }, + "7": { + "Dice": 0.05980924877455637, + "FN": 145791, + "FP": 2667, + "IoU": 0.03082647865256561, + "TN": 74273518, + "TP": 4722, + "n_pred": 7389, + "n_ref": 150513 + }, + "8": { + "Dice": 0.3023691982667558, + "FN": 22193, + "FP": 74890, + "IoU": 0.1781124599989841, + "TN": 74308576, + "TP": 21039, + "n_pred": 95929, + "n_ref": 43232 + }, + "9": { + "Dice": 0.020915444847338274, + "FN": 33374, + "FP": 3888, + "IoU": 0.010568242166755178, + "TN": 74389038, + "TP": 398, + "n_pred": 4286, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.481917640982298, + "FN": 89084, + "FP": 21252, + "IoU": 0.3174515783808528, + "TN": 106485035, + "TP": 51317, + "n_pred": 72569, + "n_ref": 140401 + }, + "10": { + "Dice": 0.2585595287112406, + "FN": 83016, + "FP": 10622, + "IoU": 0.14847451461828765, + "TN": 106536723, + "TP": 16327, + "n_pred": 26949, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0, + "FN": 40943, + "FP": 3357, + "IoU": 0.0, + "TN": 106602388, + "TP": 0, + "n_pred": 3357, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7873140527070905, + "FN": 18123, + "FP": 10043, + "IoU": 0.6492316122443896, + "TN": 106566390, + "TP": 52132, + "n_pred": 62175, + "n_ref": 70255 + }, + "15": { + "Dice": 0.34792238654454005, + "FN": 11481, + "FP": 45045, + "IoU": 0.2105968773566461, + "TN": 106575082, + "TP": 15080, + "n_pred": 60125, + "n_ref": 26561 + }, + "2": { + "Dice": 0.4661537388435166, + "FN": 109818, + "FP": 66213, + "IoU": 0.30391164398187326, + "TN": 106393802, + "TP": 76855, + "n_pred": 143068, + "n_ref": 186673 + }, + "3": { + "Dice": 0.09529563014091891, + "FN": 131405, + "FP": 231006, + "IoU": 0.050031717073221876, + "TN": 106265190, + "TP": 19087, + "n_pred": 250093, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7427334055134505, + "FN": 1165, + "FP": 5013, + "IoU": 0.5907525172231055, + "TN": 106631592, + "TP": 8918, + "n_pred": 13931, + "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": 0.764152255358908, + "FN": 354966, + "FP": 211470, + "IoU": 0.6183223286787879, + "TN": 105162619, + "TP": 917633, + "n_pred": 1129103, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.2880569640737944, + "FN": 278101, + "FP": 12255, + "IoU": 0.16826317116208722, + "TN": 106297592, + "TP": 58740, + "n_pred": 70995, + "n_ref": 336841 + }, + "8": { + "Dice": 0.40646546009016177, + "FN": 21982, + "FP": 121264, + "IoU": 0.255071634727892, + "TN": 106454393, + "TP": 49049, + "n_pred": 170313, + "n_ref": 71031 + }, + "9": { + "Dice": 0.006489627139292701, + "FN": 84807, + "FP": 6, + "IoU": 0.0032553766600070515, + "TN": 106561598, + "TP": 277, + "n_pred": 283, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23539230505299666, + "FN": 129360, + "FP": 35546, + "IoU": 0.13339639497608913, + "TN": 107936638, + "TP": 25384, + "n_pred": 60930, + "n_ref": 154744 + }, + "10": { + "Dice": 0.06436298708118895, + "FN": 78077, + "FP": 11005, + "IoU": 0.033251579015909534, + "TN": 108034782, + "TP": 3064, + "n_pred": 14069, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.012260066664112486, + "FN": 76942, + "FP": 401, + "IoU": 0.006167842411626383, + "TN": 108049105, + "TP": 480, + "n_pred": 881, + "n_ref": 77422 + }, + "14": { + "Dice": 0.4884074713761195, + "FN": 18543, + "FP": 26184, + "IoU": 0.3231078892806877, + "TN": 108060851, + "TP": 21350, + "n_pred": 47534, + "n_ref": 39893 + }, + "15": { + "Dice": 0.37488430161224356, + "FN": 18523, + "FP": 10518, + "IoU": 0.23068160745980026, + "TN": 108089179, + "TP": 8708, + "n_pred": 19226, + "n_ref": 27231 + }, + "2": { + "Dice": 0.23334512060522283, + "FN": 157734, + "FP": 56901, + "IoU": 0.13208302500212293, + "TN": 107879629, + "TP": 32664, + "n_pred": 89565, + "n_ref": 190398 + }, + "3": { + "Dice": 0.2213029767821007, + "FN": 169287, + "FP": 48513, + "IoU": 0.1244185906275, + "TN": 107878179, + "TP": 30949, + "n_pred": 79462, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6486466733256998, + "FN": 6684, + "FP": 22160, + "IoU": 0.4799978366294687, + "TN": 108071459, + "TP": 26625, + "n_pred": 48785, + "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": 0.7575703069753948, + "FN": 434868, + "FP": 233644, + "IoU": 0.6097490354815529, + "TN": 106413897, + "TP": 1044519, + "n_pred": 1278163, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.3484885557982244, + "FN": 198702, + "FP": 16975, + "IoU": 0.21101189278567745, + "TN": 107853569, + "TP": 57682, + "n_pred": 74657, + "n_ref": 256384 + }, + "8": { + "Dice": 0.3068996558791044, + "FN": 19136, + "FP": 89425, + "IoU": 0.1812648948686235, + "TN": 107994332, + "TP": 24035, + "n_pred": 113460, + "n_ref": 43171 + }, + "9": { + "Dice": 0.2697829716193656, + "FN": 51638, + "FP": 3037, + "IoU": 0.15592435353145503, + "TN": 108062153, + "TP": 10100, + "n_pred": 13137, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.030821947516807634, + "FN": 120940, + "FP": 102504, + "IoU": 0.015652189235981093, + "TN": 62343163, + "TP": 3553, + "n_pred": 106057, + "n_ref": 124493 + }, + "10": { + "Dice": 0.0, + "FN": 59146, + "FP": 164, + "IoU": 0.0, + "TN": 62510850, + "TP": 0, + "n_pred": 164, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.008346350220315669, + "FN": 41530, + "FP": 1005, + "IoU": 0.004190663482698881, + "TN": 62527446, + "TP": 179, + "n_pred": 1184, + "n_ref": 41709 + }, + "14": { + "Dice": 0.341214431013117, + "FN": 281469, + "FP": 287, + "IoU": 0.20570135006751747, + "TN": 62215437, + "TP": 72967, + "n_pred": 73254, + "n_ref": 354436 + }, + "15": { + "Dice": 0.015441051015185121, + "FN": 90615, + "FP": 1713, + "IoU": 0.0077805957958990675, + "TN": 62477108, + "TP": 724, + "n_pred": 2437, + "n_ref": 91339 + }, + "2": { + "Dice": 0.07995118474199192, + "FN": 159609, + "FP": 10773, + "IoU": 0.041640183367550695, + "TN": 62392375, + "TP": 7403, + "n_pred": 18176, + "n_ref": 167012 + }, + "3": { + "Dice": 0.058745153674949986, + "FN": 192342, + "FP": 58445, + "IoU": 0.030261433106611037, + "TN": 62311547, + "TP": 7826, + "n_pred": 66271, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7603327787021631, + "FN": 6344, + "FP": 4459, + "IoU": 0.6133361967142704, + "TN": 62542221, + "TP": 17136, + "n_pred": 21595, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 298, + "IoU": 0.0, + "TN": 62561687, + "TP": 0, + "n_pred": 298, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7564835198260162, + "FN": 462722, + "FP": 177758, + "IoU": 0.6083421747013554, + "TN": 60934855, + "TP": 994825, + "n_pred": 1172583, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.25877676989225645, + "FN": 159140, + "FP": 2735, + "IoU": 0.14861780236888056, + "TN": 62380028, + "TP": 28257, + "n_pred": 30992, + "n_ref": 187397 + }, + "8": { + "Dice": 0.4284698603024538, + "FN": 25528, + "FP": 93444, + "IoU": 0.2726450161400763, + "TN": 62406592, + "TP": 44596, + "n_pred": 138040, + "n_ref": 70124 + }, + "9": { + "Dice": 0.40817547128578496, + "FN": 31852, + "FP": 19603, + "IoU": 0.2564198904608448, + "TN": 62500961, + "TP": 17744, + "n_pred": 37347, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29949432332660025, + "FN": 226960, + "FP": 24469, + "IoU": 0.17612074304420058, + "TN": 55076071, + "TP": 53748, + "n_pred": 78217, + "n_ref": 280708 + }, + "10": { + "Dice": 0.05358618147616203, + "FN": 74461, + "FP": 0, + "IoU": 0.02753072392221395, + "TN": 55304679, + "TP": 2108, + "n_pred": 2108, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.003746135661029278, + "FN": 54768, + "FP": 16, + "IoU": 0.0018765827973837156, + "TN": 55326361, + "TP": 103, + "n_pred": 119, + "n_ref": 54871 + }, + "14": { + "Dice": 0.6692368381295568, + "FN": 35384, + "FP": 23729, + "IoU": 0.5028970272883992, + "TN": 55262333, + "TP": 59802, + "n_pred": 83531, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7732450844849266, + "FN": 26057, + "FP": 10190, + "IoU": 0.6303174943140675, + "TN": 55283199, + "TP": 61802, + "n_pred": 71992, + "n_ref": 87859 + }, + "2": { + "Dice": 0.041790556950188164, + "FN": 190765, + "FP": 20318, + "IoU": 0.02134120897972052, + "TN": 55165562, + "TP": 4603, + "n_pred": 24921, + "n_ref": 195368 + }, + "3": { + "Dice": 0.10750342470165374, + "FN": 171372, + "FP": 36461, + "IoU": 0.05680508282278194, + "TN": 55160898, + "TP": 12517, + "n_pred": 48978, + "n_ref": 183889 + }, + "4": { + "Dice": 0.014168590304863489, + "FN": 7320, + "FP": 5065, + "IoU": 0.007134840468173802, + "TN": 55368774, + "TP": 89, + "n_pred": 5154, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 436, + "IoU": 0.0, + "TN": 55375172, + "TP": 0, + "n_pred": 436, + "n_ref": 5640 + }, + "6": { + "Dice": 0.7811506102773041, + "FN": 418619, + "FP": 186637, + "IoU": 0.6408918254084092, + "TN": 53695806, + "TP": 1080186, + "n_pred": 1266823, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.2560681334279631, + "FN": 148193, + "FP": 9037, + "IoU": 0.14683379456291715, + "TN": 55196958, + "TP": 27060, + "n_pred": 36097, + "n_ref": 175253 + }, + "8": { + "Dice": 0.46799394230414065, + "FN": 15377, + "FP": 56638, + "IoU": 0.305477866718102, + "TN": 55277558, + "TP": 31675, + "n_pred": 88313, + "n_ref": 47052 + }, + "9": { + "Dice": 0.49747816139767054, + "FN": 31781, + "FP": 6877, + "IoU": 0.3310954613880574, + "TN": 55323455, + "TP": 19135, + "n_pred": 26012, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25261420632567017, + "FN": 239759, + "FP": 50066, + "IoU": 0.14456693378196897, + "TN": 110807810, + "TP": 48980, + "n_pred": 99046, + "n_ref": 288739 + }, + "10": { + "Dice": 0.035364208364674, + "FN": 80793, + "FP": 2, + "IoU": 0.018000388934804802, + "TN": 111064339, + "TP": 1481, + "n_pred": 1483, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.0, + "FN": 62594, + "FP": 4371, + "IoU": 0.0, + "TN": 111079650, + "TP": 0, + "n_pred": 4371, + "n_ref": 62594 + }, + "14": { + "Dice": 0.2524106877362899, + "FN": 35174, + "FP": 24, + "IoU": 0.14443364122508506, + "TN": 111105475, + "TP": 5942, + "n_pred": 5966, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6426032789391218, + "FN": 8549, + "FP": 10155, + "IoU": 0.47340859821503983, + "TN": 111111096, + "TP": 16815, + "n_pred": 26970, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4259794848064168, + "FN": 89608, + "FP": 89018, + "IoU": 0.27063146934525634, + "TN": 110901710, + "TP": 66279, + "n_pred": 155297, + "n_ref": 155887 + }, + "3": { + "Dice": 0.008081713496750688, + "FN": 243443, + "FP": 30995, + "IoU": 0.0040572515205620635, + "TN": 110871059, + "TP": 1118, + "n_pred": 32113, + "n_ref": 244561 + }, + "4": { + "Dice": 0.49821962683378435, + "FN": 4846, + "FP": 23338, + "IoU": 0.331752655538695, + "TN": 111104439, + "TP": 13992, + "n_pred": 37330, + "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": 0.7275447390789366, + "FN": 394763, + "FP": 511075, + "IoU": 0.5717644945350024, + "TN": 109031335, + "TP": 1209442, + "n_pred": 1720517, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.07104606020406172, + "FN": 364133, + "FP": 16805, + "IoU": 0.03683139277632394, + "TN": 110751110, + "TP": 14567, + "n_pred": 31372, + "n_ref": 378700 + }, + "8": { + "Dice": 0.473226887791108, + "FN": 16175, + "FP": 127141, + "IoU": 0.3099523328036978, + "TN": 110938925, + "TP": 64374, + "n_pred": 191515, + "n_ref": 80549 + }, + "9": { + "Dice": 0.0, + "FN": 55854, + "FP": 1517, + "IoU": 0.0, + "TN": 111089244, + "TP": 0, + "n_pred": 1517, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47982401869801333, + "FN": 128901, + "FP": 30006, + "IoU": 0.31563715293479244, + "TN": 96888828, + "TP": 73290, + "n_pred": 103296, + "n_ref": 202191 + }, + "10": { + "Dice": 0.04879821549412266, + "FN": 72454, + "FP": 3450, + "IoU": 0.025009312661365943, + "TN": 97043174, + "TP": 1947, + "n_pred": 5397, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.0, + "FN": 51371, + "FP": 6723, + "IoU": 0.0, + "TN": 97062931, + "TP": 0, + "n_pred": 6723, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7832413696488207, + "FN": 46648, + "FP": 1317, + "IoU": 0.6437113739006418, + "TN": 96986401, + "TP": 86659, + "n_pred": 87976, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7492924708701971, + "FN": 24417, + "FP": 5082, + "IoU": 0.5990948750356749, + "TN": 97047444, + "TP": 44082, + "n_pred": 49164, + "n_ref": 68499 + }, + "2": { + "Dice": 0.3510163496424939, + "FN": 121149, + "FP": 49853, + "IoU": 0.21286830197885356, + "TN": 96903778, + "TP": 46245, + "n_pred": 96098, + "n_ref": 167394 + }, + "3": { + "Dice": 0.2367111032375216, + "FN": 166397, + "FP": 178289, + "IoU": 0.13424408426329895, + "TN": 96722892, + "TP": 53447, + "n_pred": 231736, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5937105622376182, + "FN": 5707, + "FP": 10068, + "IoU": 0.42218233764330976, + "TN": 97093724, + "TP": 11526, + "n_pred": 21594, + "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": 0.8650724721469594, + "FN": 255963, + "FP": 159457, + "IoU": 0.7622270593642484, + "TN": 95373896, + "TP": 1331709, + "n_pred": 1491166, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.1087168693615324, + "FN": 307550, + "FP": 7507, + "IoU": 0.05748312751292361, + "TN": 96786753, + "TP": 19215, + "n_pred": 26722, + "n_ref": 326765 + }, + "8": { + "Dice": 0.4337174574552012, + "FN": 38534, + "FP": 122254, + "IoU": 0.27690882434948416, + "TN": 96898663, + "TP": 61574, + "n_pred": 183828, + "n_ref": 100108 + }, + "9": { + "Dice": 0.1586050690726667, + "FN": 86972, + "FP": 2926, + "IoU": 0.08613310833477346, + "TN": 97022654, + "TP": 8473, + "n_pred": 11399, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06680698921630818, + "FN": 190185, + "FP": 4005, + "IoU": 0.03455784748012588, + "TN": 78855264, + "TP": 6951, + "n_pred": 10956, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0010101118645160596, + "FN": 92965, + "FP": 0, + "IoU": 0.0005053111426482604, + "TN": 78963393, + "TP": 47, + "n_pred": 47, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.027190908957437126, + "FN": 64549, + "FP": 1710, + "IoU": 0.01378283843119744, + "TN": 78989220, + "TP": 926, + "n_pred": 2636, + "n_ref": 65475 + }, + "14": { + "Dice": 0.3828551414144362, + "FN": 24761, + "FP": 17527, + "IoU": 0.23674758595794604, + "TN": 79001000, + "TP": 13117, + "n_pred": 30644, + "n_ref": 37878 + }, + "15": { + "Dice": 0.24167613028522522, + "FN": 31190, + "FP": 14885, + "IoU": 0.13744688020667578, + "TN": 79002988, + "TP": 7342, + "n_pred": 22227, + "n_ref": 38532 + }, + "2": { + "Dice": 0.052627249818668544, + "FN": 109228, + "FP": 17467, + "IoU": 0.027024743883146206, + "TN": 78926191, + "TP": 3519, + "n_pred": 20986, + "n_ref": 112747 + }, + "3": { + "Dice": 0.0009815566920116934, + "FN": 121311, + "FP": 19144, + "IoU": 0.0004910193276593323, + "TN": 78915881, + "TP": 69, + "n_pred": 19213, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 11171, + "IoU": 0.0, + "TN": 79036752, + "TP": 0, + "n_pred": 11171, + "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": 0.6782273163158135, + "FN": 486914, + "FP": 302294, + "IoU": 0.5131194831666408, + "TN": 77435457, + "TP": 831740, + "n_pred": 1134034, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.06229891840742361, + "FN": 458659, + "FP": 2132, + "IoU": 0.03215094371326912, + "TN": 78580307, + "TP": 15307, + "n_pred": 17439, + "n_ref": 473966 + }, + "8": { + "Dice": 0.18587537770829957, + "FN": 21777, + "FP": 63632, + "IoU": 0.10246009310732564, + "TN": 78961246, + "TP": 9750, + "n_pred": 73382, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5507908994230496, + "FN": 38403, + "FP": 15242, + "IoU": 0.380063097315475, + "TN": 78969872, + "TP": 32888, + "n_pred": 48130, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48400736326110916, + "FN": 151518, + "FP": 23113, + "IoU": 0.3192676214458902, + "TN": 122455406, + "TP": 81903, + "n_pred": 105016, + "n_ref": 233421 + }, + "10": { + "Dice": 0.04377214362891675, + "FN": 107783, + "FP": 6382, + "IoU": 0.022375789960437754, + "TN": 122595162, + "TP": 2613, + "n_pred": 8995, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0, + "FN": 53800, + "FP": 249, + "IoU": 0.0, + "TN": 122657891, + "TP": 0, + "n_pred": 249, + "n_ref": 53800 + }, + "14": { + "Dice": 0.5907055440299891, + "FN": 58294, + "FP": 10165, + "IoU": 0.41914983879178686, + "TN": 122594080, + "TP": 49401, + "n_pred": 59566, + "n_ref": 107695 + }, + "15": { + "Dice": 0.48104970489244425, + "FN": 31365, + "FP": 11191, + "IoU": 0.31669877970456006, + "TN": 122649660, + "TP": 19724, + "n_pred": 30915, + "n_ref": 51089 + }, + "2": { + "Dice": 0.40785316560115487, + "FN": 87499, + "FP": 56067, + "IoU": 0.25616554754207077, + "TN": 122518932, + "TP": 49442, + "n_pred": 105509, + "n_ref": 136941 + }, + "3": { + "Dice": 0.32529500183451493, + "FN": 90911, + "FP": 137115, + "IoU": 0.1942401809219244, + "TN": 122428945, + "TP": 54969, + "n_pred": 192084, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6693965065572581, + "FN": 23952, + "FP": 17063, + "IoU": 0.5030773704233201, + "TN": 122629402, + "TP": 41523, + "n_pred": 58586, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 93, + "IoU": 0.0, + "TN": 122694638, + "TP": 0, + "n_pred": 93, + "n_ref": 17209 + }, + "6": { + "Dice": 0.7740177477806454, + "FN": 394516, + "FP": 374098, + "IoU": 0.6313449859322735, + "TN": 120627026, + "TP": 1316300, + "n_pred": 1690398, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.13687647321144167, + "FN": 523253, + "FP": 18685, + "IoU": 0.0734661289191994, + "TN": 122127031, + "TP": 42971, + "n_pred": 61656, + "n_ref": 566224 + }, + "8": { + "Dice": 0.45677108031912955, + "FN": 48797, + "FP": 159691, + "IoU": 0.29598400761799276, + "TN": 122415799, + "TP": 87653, + "n_pred": 247344, + "n_ref": 136450 + }, + "9": { + "Dice": 0.061200738850510895, + "FN": 71880, + "FP": 16047, + "IoU": 0.03156631017809743, + "TN": 122621147, + "TP": 2866, + "n_pred": 18913, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_003/summary_cross_val.json b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..46fd04986b48c93f792a60c1671139be712995ec --- /dev/null +++ b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_003/summary_cross_val.json @@ -0,0 +1,16284 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 299.5733333333334, + "FP": 137.44666666666666, + "IoU": NaN, + "TN": 22376.466666666667, + "TP": 124.11333333333332, + "n_pred": 261.56, + "n_ref": 423.68666666666667 + }, + "mean": { + "1": { + "Dice": 0.09035735826296742, + "FN": 3.7, + "FP": 396.85, + "IoU": 0.07074970484061394, + "TN": 22417.2, + "TP": 119.85, + "n_pred": 516.7, + "n_ref": 123.55 + }, + "10": { + "Dice": 0.00037633599277434894, + "FN": 188.95, + "FP": 30.2, + "IoU": 0.00018841617364434565, + "TN": 22718.2, + "TP": 0.25, + "n_pred": 30.45, + "n_ref": 189.2 + }, + "11": { + "Dice": 0.0, + "FN": 96.55, + "FP": 0.0, + "IoU": 0.0, + "TN": 22841.05, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 96.55 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 22937.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 802.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 22134.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 802.7 + }, + "14": { + "Dice": 0.012338754907459339, + "FN": 1711.45, + "FP": 0.0, + "IoU": 0.006246450880181715, + "TN": 21225.05, + "TP": 1.1, + "n_pred": 1.1, + "n_ref": 1712.55 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 14.85, + "IoU": 0.0, + "TN": 22922.75, + "TP": 0.0, + "n_pred": 14.85, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.06667730100494497, + "FN": 444.2, + "FP": 120.65, + "IoU": 0.040007656967840734, + "TN": 22320.5, + "TP": 52.25, + "n_pred": 172.9, + "n_ref": 496.45 + }, + "3": { + "Dice": 0.11411290322580646, + "FN": 716.75, + "FP": 121.1, + "IoU": 0.07392894461859979, + "TN": 22085.6, + "TP": 14.15, + "n_pred": 135.25, + "n_ref": 730.9 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.85, + "IoU": 0.0, + "TN": 22934.75, + "TP": 0.0, + "n_pred": 2.85, + "n_ref": 0.0 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 22937.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.35702007371459815, + "FN": 386.55, + "FP": 945.5, + "IoU": 0.3048439955968777, + "TN": 20053.25, + "TP": 1552.3, + "n_pred": 2497.8, + "n_ref": 1938.85 + }, + "7": { + "Dice": 0.15085357846355876, + "FN": 10.85, + "FP": 394.25, + "IoU": 0.10801598495533615, + "TN": 22486.55, + "TP": 45.95, + "n_pred": 440.2, + "n_ref": 56.8 + }, + "8": { + "Dice": 0.06506238859180036, + "FN": 87.55, + "FP": 20.1, + "IoU": 0.03739754098360656, + "TN": 22826.3, + "TP": 3.65, + "n_pred": 23.75, + "n_ref": 91.2 + }, + "9": { + "Dice": 0.35461689587426326, + "FN": 44.35, + "FP": 15.35, + "IoU": 0.2747336377473364, + "TN": 22805.7, + "TP": 72.2, + "n_pred": 87.55, + "n_ref": 116.55 + } + }, + "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": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 16144, + "TP": 0, + "n_pred": 240, + "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": 1246, + "IoU": 0.0, + "TN": 15138, + "TP": 0, + "n_pred": 1246, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 32649, + "TP": 0, + "n_pred": 119, + "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": 698, + "IoU": 0.0, + "TN": 32070, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 14286, + "FP": 0, + "IoU": 0.0, + "TN": 18482, + "TP": 0, + "n_pred": 0, + "n_ref": 14286 + }, + "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": 835, + "IoU": 0.0, + "TN": 31933, + "TP": 0, + "n_pred": 835, + "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": 303, + "IoU": 0.0, + "TN": 32465, + "TP": 0, + "n_pred": 303, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 16261, + "TP": 0, + "n_pred": 123, + "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": 1795, + "IoU": 0.0, + "TN": 14589, + "TP": 0, + "n_pred": 1795, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0, + "FP": 39, + "IoU": 0.0, + "TN": 16345, + "TP": 0, + "n_pred": 39, + "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": 0.8778037704692445, + "FN": 1322, + "FP": 454, + "IoU": 0.7822194972409565, + "TN": 8229, + "TP": 6379, + "n_pred": 6833, + "n_ref": 7701 + }, + "7": { + "Dice": 0.603414313854235, + "FN": 217, + "FP": 991, + "IoU": 0.4320639398213446, + "TN": 14257, + "TP": 919, + "n_pred": 1910, + "n_ref": 1136 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0048.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": 2505, + "FP": 0, + "IoU": 0.0, + "TN": 13879, + "TP": 0, + "n_pred": 0, + "n_ref": 2505 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1707, + "IoU": 0.0, + "TN": 14677, + "TP": 0, + "n_pred": 1707, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 16023, + "TP": 0, + "n_pred": 361, + "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": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "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": 8867, + "IoU": 0.0, + "TN": 7517, + "TP": 0, + "n_pred": 8867, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 57, + "IoU": 0.0, + "TN": 32711, + "TP": 0, + "n_pred": 57, + "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": 57, + "IoU": 0.0, + "TN": 32711, + "TP": 0, + "n_pred": 57, + "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": 0.0, + "FN": 0, + "FP": 2866, + "IoU": 0.0, + "TN": 29902, + "TP": 0, + "n_pred": 2866, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 73, + "FP": 0, + "IoU": 0.0, + "TN": 16311, + "TP": 0, + "n_pred": 0, + "n_ref": 73 + }, + "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": 0.24878836833602586, + "FN": 464, + "FP": 1, + "IoU": 0.14206642066420663, + "TN": 15842, + "TP": 77, + "n_pred": 78, + "n_ref": 541 + }, + "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": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 16163, + "TP": 0, + "n_pred": 221, + "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": 919, + "FP": 0, + "IoU": 0.0, + "TN": 15465, + "TP": 0, + "n_pred": 0, + "n_ref": 919 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 342, + "FP": 0, + "IoU": 0.0, + "TN": 16042, + "TP": 0, + "n_pred": 0, + "n_ref": 342 + }, + "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": 2816, + "FP": 0, + "IoU": 0.0, + "TN": 13568, + "TP": 0, + "n_pred": 0, + "n_ref": 2816 + }, + "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": 0.8786108918705604, + "FN": 629, + "FP": 140, + "IoU": 0.7835022522522522, + "TN": 12832, + "TP": 2783, + "n_pred": 2923, + "n_ref": 3412 + }, + "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": 0.7092337917485265, + "FN": 887, + "FP": 297, + "IoU": 0.5494672754946728, + "TN": 13756, + "TP": 1444, + "n_pred": 1741, + "n_ref": 2331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0118.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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0127.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": 9, + "FP": 0, + "IoU": 0.0, + "TN": 16375, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "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": 9001, + "FP": 0, + "IoU": 0.0, + "TN": 7383, + "TP": 0, + "n_pred": 0, + "n_ref": 9001 + }, + "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": 0.26024955436720143, + "FN": 322, + "FP": 93, + "IoU": 0.14959016393442623, + "TN": 15896, + "TP": 73, + "n_pred": 166, + "n_ref": 395 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 16314, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1410, + "IoU": 0.0, + "TN": 14974, + "TP": 0, + "n_pred": 1410, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1818, + "IoU": 0.0, + "TN": 47334, + "TP": 0, + "n_pred": 1818, + "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": 0.0, + "FN": 4206, + "FP": 0, + "IoU": 0.0, + "TN": 44946, + "TP": 0, + "n_pred": 0, + "n_ref": 4206 + }, + "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": 3594, + "FP": 0, + "IoU": 0.0, + "TN": 45558, + "TP": 0, + "n_pred": 0, + "n_ref": 3594 + }, + "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": 0.7852055264738694, + "FN": 2461, + "FP": 42, + "IoU": 0.6463690307996609, + "TN": 42074, + "TP": 4575, + "n_pred": 4617, + "n_ref": 7036 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1429, + "FP": 0, + "IoU": 0.0, + "TN": 47723, + "TP": 0, + "n_pred": 0, + "n_ref": 1429 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7228588661037394, + "FN": 74, + "FP": 1764, + "IoU": 0.5659976387249115, + "TN": 12149, + "TP": 2397, + "n_pred": 4161, + "n_ref": 2471 + }, + "10": { + "Dice": 0.0026343519494204425, + "FN": 3770, + "FP": 16, + "IoU": 0.0013189132155104195, + "TN": 12593, + "TP": 5, + "n_pred": 21, + "n_ref": 3775 + }, + "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": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.45645161290322583, + "FN": 49, + "FP": 625, + "IoU": 0.29571577847439917, + "TN": 15427, + "TP": 283, + "n_pred": 908, + "n_ref": 332 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2173, + "IoU": 0.0, + "TN": 30595, + "TP": 0, + "n_pred": 2173, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 32657, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 939, + "FP": 0, + "IoU": 0.0, + "TN": 31829, + "TP": 0, + "n_pred": 0, + "n_ref": 939 + }, + "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": 0.33338650502472483, + "FN": 2474, + "FP": 1705, + "IoU": 0.20003828483920366, + "TN": 27544, + "TP": 1045, + "n_pred": 2750, + "n_ref": 3519 + }, + "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": 0.5163624403880941, + "FN": 2787, + "FP": 154, + "IoU": 0.3480381290179561, + "TN": 28257, + "TP": 1570, + "n_pred": 1724, + "n_ref": 4357 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0282.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": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 16310, + "TP": 0, + "n_pred": 74, + "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": 683, + "IoU": 0.0, + "TN": 15701, + "TP": 0, + "n_pred": 683, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0341.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": 0.024677509814918678, + "FN": 1739, + "FP": 0, + "IoU": 0.01249290176036343, + "TN": 47391, + "TP": 22, + "n_pred": 22, + "n_ref": 1761 + }, + "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": 0.9774698870373838, + "FN": 68, + "FP": 654, + "IoU": 0.9559326171875, + "TN": 32768, + "TP": 15662, + "n_pred": 16316, + "n_ref": 15730 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 32490, + "FP": 0, + "IoU": 0.0, + "TN": 278, + "TP": 0, + "n_pred": 0, + "n_ref": 32490 + }, + "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": 5764, + "IoU": 0.0, + "TN": 27004, + "TP": 0, + "n_pred": 5764, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2618, + "IoU": 0.0, + "TN": 30150, + "TP": 0, + "n_pred": 2618, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 360.14, + "FP": 171.91666666666666, + "IoU": NaN, + "TN": 22944.05, + "TP": 280.6933333333333, + "n_pred": 452.61, + "n_ref": 640.8333333333334 + }, + "mean": { + "1": { + "Dice": 0.16260162601626016, + "FN": 45.55, + "FP": 12.2, + "IoU": 0.0970873786407767, + "TN": 23686.05, + "TP": 13.0, + "n_pred": 25.2, + "n_ref": 58.55 + }, + "10": { + "Dice": 0.0, + "FN": 12.7, + "FP": 157.5, + "IoU": 0.0, + "TN": 23586.6, + "TP": 0.0, + "n_pred": 157.5, + "n_ref": 12.7 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 23756.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 23756.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 262.3, + "FP": 3.85, + "IoU": 0.0, + "TN": 23490.65, + "TP": 0.0, + "n_pred": 3.85, + "n_ref": 262.3 + }, + "14": { + "Dice": 0.12736380299870367, + "FN": 717.55, + "FP": 477.85, + "IoU": 0.09226996425449946, + "TN": 22382.15, + "TP": 179.25, + "n_pred": 657.1, + "n_ref": 896.8 + }, + "15": { + "Dice": 0.3303396385061683, + "FN": 787.5, + "FP": 220.6, + "IoU": 0.24020950879024974, + "TN": 22090.35, + "TP": 658.35, + "n_pred": 878.95, + "n_ref": 1445.85 + }, + "2": { + "Dice": 0.19793865429292554, + "FN": 383.15, + "FP": 474.3, + "IoU": 0.13411391969438327, + "TN": 22623.45, + "TP": 275.9, + "n_pred": 750.2, + "n_ref": 659.05 + }, + "3": { + "Dice": 0.15752944921999365, + "FN": 414.15, + "FP": 223.4, + "IoU": 0.10313490078372518, + "TN": 22933.7, + "TP": 185.55, + "n_pred": 408.95, + "n_ref": 599.7 + }, + "4": { + "Dice": 0.18252666119770303, + "FN": 295.45, + "FP": 51.6, + "IoU": 0.14373385012919895, + "TN": 23231.75, + "TP": 178.0, + "n_pred": 229.6, + "n_ref": 473.45 + }, + "5": { + "Dice": 0.6104078762306611, + "FN": 150.0, + "FP": 16.2, + "IoU": 0.4392712550607287, + "TN": 23460.4, + "TP": 130.2, + "n_pred": 146.4, + "n_ref": 280.2 + }, + "6": { + "Dice": 0.3106808486066195, + "FN": 1439.35, + "FP": 386.05, + "IoU": 0.2635029979442056, + "TN": 19849.9, + "TP": 2081.5, + "n_pred": 2467.55, + "n_ref": 3520.85 + }, + "7": { + "Dice": 6.742254834758571e-05, + "FN": 635.35, + "FP": 423.7, + "IoU": 3.3719231201528605e-05, + "TN": 22697.6, + "TP": 0.15, + "n_pred": 423.85, + "n_ref": 635.5 + }, + "8": { + "Dice": 0.6934177752704803, + "FN": 123.45, + "FP": 25.45, + "IoU": 0.5748827459018843, + "TN": 23142.3, + "TP": 465.6, + "n_pred": 491.05, + "n_ref": 589.05 + }, + "9": { + "Dice": 0.1290904987587452, + "FN": 135.6, + "FP": 106.05, + "IoU": 0.08004478029666946, + "TN": 23472.25, + "TP": 42.9, + "n_pred": 148.95, + "n_ref": 178.5 + } + }, + "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": 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": 0.6044490789016337, + "FN": 6828, + "FP": 0, + "IoU": 0.43312577833125776, + "TN": 20723, + "TP": 5217, + "n_pred": 5217, + "n_ref": 12045 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4330, + "IoU": 0.0, + "TN": 28438, + "TP": 0, + "n_pred": 4330, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 16360, + "TP": 0, + "n_pred": 24, + "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": 0.7301066447908121, + "FN": 2631, + "FP": 1, + "IoU": 0.5749354005167958, + "TN": 10192, + "TP": 3560, + "n_pred": 3561, + "n_ref": 6191 + }, + "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": 61, + "IoU": 0.0, + "TN": 16323, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 607, + "IoU": 0.0, + "TN": 15777, + "TP": 0, + "n_pred": 607, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 700, + "IoU": 0.0, + "TN": 32068, + "TP": 0, + "n_pred": 700, + "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": 7866, + "FP": 0, + "IoU": 0.0, + "TN": 24902, + "TP": 0, + "n_pred": 0, + "n_ref": 7866 + }, + "15": { + "Dice": 0.2482218028741472, + "FN": 5097, + "FP": 82, + "IoU": 0.14169705004971828, + "TN": 26734, + "TP": 855, + "n_pred": 937, + "n_ref": 5952 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0025.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": 254, + "FP": 0, + "IoU": 0.0, + "TN": 32514, + "TP": 0, + "n_pred": 0, + "n_ref": 254 + }, + "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": 4979, + "IoU": 0.0, + "TN": 27789, + "TP": 0, + "n_pred": 4979, + "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": 0.01882039122703023, + "FN": 12875, + "FP": 367, + "IoU": 0.009499588600493679, + "TN": 19399, + "TP": 127, + "n_pred": 494, + "n_ref": 13002 + }, + "7": { + "Dice": 0.0004719578384331, + "FN": 12707, + "FP": 0, + "IoU": 0.00023603461841070024, + "TN": 20058, + "TP": 3, + "n_pred": 3, + "n_ref": 12710 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.38727149627623564, + "FN": 2712, + "FP": 3, + "IoU": 0.2401343408900084, + "TN": 29195, + "TP": 858, + "n_pred": 861, + "n_ref": 3570 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 16193, + "TP": 0, + "n_pred": 191, + "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": 0.7126954346466542, + "FN": 220, + "FP": 2077, + "IoU": 0.553633890400311, + "TN": 11238, + "TP": 2849, + "n_pred": 4926, + "n_ref": 3069 + }, + "15": { + "Dice": 0.5894984556552434, + "FN": 1910, + "FP": 881, + "IoU": 0.41793534932221066, + "TN": 11589, + "TP": 2004, + "n_pred": 2885, + "n_ref": 3914 + }, + "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": 432, + "IoU": 0.0, + "TN": 15952, + "TP": 0, + "n_pred": 432, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0043.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": 3278, + "FP": 0, + "IoU": 0.0, + "TN": 13106, + "TP": 0, + "n_pred": 0, + "n_ref": 3278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7685803565957968, + "FN": 130, + "FP": 3647, + "IoU": 0.6241417056423525, + "TN": 6335, + "TP": 6272, + "n_pred": 9919, + "n_ref": 6402 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1018, + "IoU": 0.0, + "TN": 15366, + "TP": 0, + "n_pred": 1018, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0045.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": 51, + "IoU": 0.0, + "TN": 16333, + "TP": 0, + "n_pred": 51, + "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": 0.43357879234167895, + "FN": 1663, + "FP": 260, + "IoU": 0.2767957878901843, + "TN": 13725, + "TP": 736, + "n_pred": 996, + "n_ref": 2399 + }, + "15": { + "Dice": 0.6794199321197162, + "FN": 265, + "FP": 2852, + "IoU": 0.5144859813084112, + "TN": 9964, + "TP": 3303, + "n_pred": 6155, + "n_ref": 3568 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 16235, + "TP": 0, + "n_pred": 149, + "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": 5246, + "FP": 0, + "IoU": 0.0, + "TN": 11138, + "TP": 0, + "n_pred": 0, + "n_ref": 5246 + }, + "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": 56, + "IoU": 0.0, + "TN": 16328, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "2": { + "Dice": 0.18730553827006846, + "FN": 835, + "FP": 1777, + "IoU": 0.10332990044627531, + "TN": 13471, + "TP": 301, + "n_pred": 2078, + "n_ref": 1136 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 32369, + "TP": 0, + "n_pred": 399, + "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": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 30726, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "15": { + "Dice": 0.0669050051072523, + "FN": 3550, + "FP": 104, + "IoU": 0.034610303830911494, + "TN": 28983, + "TP": 131, + "n_pred": 235, + "n_ref": 3681 + }, + "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": 138, + "IoU": 0.0, + "TN": 32630, + "TP": 0, + "n_pred": 138, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0185.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": 2518, + "FP": 0, + "IoU": 0.0, + "TN": 46634, + "TP": 0, + "n_pred": 0, + "n_ref": 2518 + }, + "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": 696, + "IoU": 0.0, + "TN": 48456, + "TP": 0, + "n_pred": 696, + "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": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 49105, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "8": { + "Dice": 0.9177561207511291, + "FN": 1384, + "FP": 0, + "IoU": 0.8480122995826928, + "TN": 40046, + "TP": 7722, + "n_pred": 7722, + "n_ref": 9106 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 460, + "IoU": 0.0, + "TN": 48692, + "TP": 0, + "n_pred": 460, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3252032520325203, + "FN": 835, + "FP": 244, + "IoU": 0.1941747572815534, + "TN": 47813, + "TP": 260, + "n_pred": 504, + "n_ref": 1095 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 48723, + "TP": 0, + "n_pred": 429, + "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": 77, + "IoU": 0.0, + "TN": 49075, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "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": 7376, + "IoU": 0.0, + "TN": 41776, + "TP": 0, + "n_pred": 7376, + "n_ref": 0 + }, + "3": { + "Dice": 0.4725883476599809, + "FN": 8283, + "FP": 0, + "IoU": 0.30940470235117556, + "TN": 37158, + "TP": 3711, + "n_pred": 3711, + "n_ref": 11994 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 48817, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9077064383277532, + "FN": 1041, + "FP": 2074, + "IoU": 0.8310096023436229, + "TN": 30719, + "TP": 15318, + "n_pred": 17392, + "n_ref": 16359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2834, + "IoU": 0.0, + "TN": 46318, + "TP": 0, + "n_pred": 2834, + "n_ref": 0 + }, + "8": { + "Dice": 0.3810909090909091, + "FN": 342, + "FP": 509, + "IoU": 0.23539982030548068, + "TN": 48039, + "TP": 262, + "n_pred": 771, + "n_ref": 604 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 1195, + "IoU": 0.0, + "TN": 15189, + "TP": 0, + "n_pred": 1195, + "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": 2239, + "IoU": 0.0, + "TN": 14145, + "TP": 0, + "n_pred": 2239, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 16147, + "TP": 0, + "n_pred": 237, + "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": 0.3842112539748376, + "FN": 8908, + "FP": 0, + "IoU": 0.2377855737143835, + "TN": 4697, + "TP": 2779, + "n_pred": 2779, + "n_ref": 11687 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.994136975710328, + "FN": 139, + "FP": 43, + "IoU": 0.9883423007942608, + "TN": 772, + "TP": 15430, + "n_pred": 15473, + "n_ref": 15569 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 32756, + "TP": 0, + "n_pred": 12, + "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": 333, + "IoU": 0.0, + "TN": 32435, + "TP": 0, + "n_pred": 333, + "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": 0.6104078762306611, + "FN": 3000, + "FP": 324, + "IoU": 0.4392712550607287, + "TN": 26840, + "TP": 2604, + "n_pred": 2928, + "n_ref": 5604 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 32480, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 32677, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "8": { + "Dice": 0.7814062959694028, + "FN": 743, + "FP": 0, + "IoU": 0.6412361178174795, + "TN": 30697, + "TP": 1328, + "n_pred": 1328, + "n_ref": 2071 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1658, + "IoU": 0.0, + "TN": 31110, + "TP": 0, + "n_pred": 1658, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 76, + "FP": 0, + "IoU": 0.0, + "TN": 16308, + "TP": 0, + "n_pred": 0, + "n_ref": 76 + }, + "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": 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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 42, + "FP": 0, + "IoU": 0.0, + "TN": 16342, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "15": { + "Dice": 0.7283322737868192, + "FN": 4928, + "FP": 200, + "IoU": 0.5727378770204966, + "TN": 4382, + "TP": 6874, + "n_pred": 7074, + "n_ref": 11802 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0379.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": 0.34403391883706846, + "FN": 5694, + "FP": 804, + "IoU": 0.2077542062911485, + "TN": 8182, + "TP": 1704, + "n_pred": 2508, + "n_ref": 7398 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3877, + "IoU": 0.0, + "TN": 12507, + "TP": 0, + "n_pred": 3877, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.17235723922727628, + "FN": 302.82, + "FP": 213.92666666666668, + "IoU": 0.13616545462871224, + "TN": 26142.099999999995, + "TP": 374.75333333333333, + "n_pred": 588.68, + "n_ref": 677.5733333333334 + }, + "mean": { + "1": { + "Dice": 0.04634864966915803, + "FN": 888.9, + "FP": 431.1, + "IoU": 0.028991992304142275, + "TN": 25431.95, + "TP": 281.65, + "n_pred": 712.75, + "n_ref": 1170.55 + }, + "10": { + "Dice": 0.0, + "FN": 604.9, + "FP": 30.8, + "IoU": 0.0, + "TN": 26397.9, + "TP": 0.0, + "n_pred": 30.8, + "n_ref": 604.9 + }, + "11": { + "Dice": 0.0, + "FN": 63.6, + "FP": 2.3, + "IoU": 0.0, + "TN": 26967.7, + "TP": 0.0, + "n_pred": 2.3, + "n_ref": 63.6 + }, + "12": { + "Dice": 0.28714965626652567, + "FN": 21.5, + "FP": 19.0, + "IoU": 0.20140949554896143, + "TN": 26965.95, + "TP": 27.15, + "n_pred": 46.15, + "n_ref": 48.65 + }, + "13": { + "Dice": 0.0, + "FN": 145.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 26887.85, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 145.75 + }, + "14": { + "Dice": 0.0, + "FN": 147.35, + "FP": 5.95, + "IoU": 0.0, + "TN": 26880.3, + "TP": 0.0, + "n_pred": 5.95, + "n_ref": 147.35 + }, + "15": { + "Dice": 0.012808470668602169, + "FN": 577.85, + "FP": 0.2, + "IoU": 0.006445513922310072, + "TN": 26451.8, + "TP": 3.75, + "n_pred": 3.95, + "n_ref": 581.6 + }, + "2": { + "Dice": 0.0, + "FN": 345.05, + "FP": 83.85, + "IoU": 0.0, + "TN": 26604.7, + "TP": 0.0, + "n_pred": 83.85, + "n_ref": 345.05 + }, + "3": { + "Dice": 0.3045022914675907, + "FN": 366.75, + "FP": 326.95, + "IoU": 0.25624316060194197, + "TN": 25629.8, + "TP": 710.1, + "n_pred": 1037.05, + "n_ref": 1076.85 + }, + "4": { + "Dice": 0.7287633988055803, + "FN": 99.2, + "FP": 114.15, + "IoU": 0.6109007717051494, + "TN": 26223.0, + "TP": 597.25, + "n_pred": 711.4, + "n_ref": 696.45 + }, + "5": { + "Dice": 0.1551846590909091, + "FN": 149.6, + "FP": 88.3, + "IoU": 0.08411934552454282, + "TN": 26773.85, + "TP": 21.85, + "n_pred": 110.15, + "n_ref": 171.45 + }, + "6": { + "Dice": 0.39741368533738997, + "FN": 641.25, + "FP": 1845.3, + "IoU": 0.34856459895315517, + "TN": 21245.25, + "TP": 3301.8, + "n_pred": 5147.1, + "n_ref": 3943.05 + }, + "7": { + "Dice": 0.09289044289044289, + "FN": 72.4, + "FP": 78.15, + "IoU": 0.05704265674205554, + "TN": 26843.2, + "TP": 39.85, + "n_pred": 118.0, + "n_ref": 112.25 + }, + "8": { + "Dice": 0.1704910267880638, + "FN": 405.95, + "FP": 0.2, + "IoU": 0.12935233988180803, + "TN": 26303.5, + "TP": 323.95, + "n_pred": 324.15, + "n_ref": 729.9 + }, + "9": { + "Dice": 0.38980630742488204, + "FN": 12.25, + "FP": 182.65, + "IoU": 0.3194119442466172, + "TN": 26524.75, + "TP": 313.95, + "n_pred": 496.6, + "n_ref": 326.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1217, + "IoU": 0.0, + "TN": 15167, + "TP": 0, + "n_pred": 1217, + "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": 235, + "IoU": 0.0, + "TN": 16149, + "TP": 0, + "n_pred": 235, + "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": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0005.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": 2947, + "FP": 0, + "IoU": 0.0, + "TN": 13437, + "TP": 0, + "n_pred": 0, + "n_ref": 2947 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1803, + "FP": 0, + "IoU": 0.0, + "TN": 14581, + "TP": 0, + "n_pred": 0, + "n_ref": 1803 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 432, + "IoU": 0.0, + "TN": 15952, + "TP": 0, + "n_pred": 432, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 16338, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "12": { + "Dice": 0.5742993125330513, + "FN": 425, + "FP": 380, + "IoU": 0.40281899109792285, + "TN": 15036, + "TP": 543, + "n_pred": 923, + "n_ref": 968 + }, + "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": 1598, + "IoU": 0.0, + "TN": 14786, + "TP": 0, + "n_pred": 1598, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1785, + "FP": 0, + "IoU": 0.0, + "TN": 14599, + "TP": 0, + "n_pred": 0, + "n_ref": 1785 + }, + "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": 293, + "IoU": 0.0, + "TN": 16091, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 16281, + "TP": 0, + "n_pred": 103, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 32503, + "TP": 0, + "n_pred": 265, + "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": 2155, + "IoU": 0.0, + "TN": 30613, + "TP": 0, + "n_pred": 2155, + "n_ref": 0 + }, + "4": { + "Dice": 0.7653002309468823, + "FN": 883, + "FP": 743, + "IoU": 0.6198269815291092, + "TN": 28491, + "TP": 2651, + "n_pred": 3394, + "n_ref": 3534 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9189645809449104, + "FN": 958, + "FP": 385, + "IoU": 0.8500781424425095, + "TN": 23810, + "TP": 7615, + "n_pred": 8000, + "n_ref": 8573 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 32597, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "8": { + "Dice": 0.6819641071522552, + "FN": 6043, + "FP": 0, + "IoU": 0.5174093595272321, + "TN": 20246, + "TP": 6479, + "n_pred": 6479, + "n_ref": 12522 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0038.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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 32325, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 32662, + "TP": 0, + "n_pred": 106, + "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": 2915, + "FP": 0, + "IoU": 0.0, + "TN": 29853, + "TP": 0, + "n_pred": 0, + "n_ref": 2915 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 32701, + "TP": 0, + "n_pred": 67, + "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": 0.4709090909090909, + "FN": 579, + "FP": 1167, + "IoU": 0.3079667063020214, + "TN": 30245, + "TP": 777, + "n_pred": 1944, + "n_ref": 1356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638189660722333, + "FN": 1039, + "FP": 85, + "IoU": 0.9301646474060267, + "TN": 16673, + "TP": 14971, + "n_pred": 15056, + "n_ref": 16010 + }, + "7": { + "Dice": 0.37156177156177156, + "FN": 1448, + "FP": 1248, + "IoU": 0.22817062696822216, + "TN": 29275, + "TP": 797, + "n_pred": 2045, + "n_ref": 2245 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.9264891835549024, + "FN": 2128, + "FP": 23, + "IoU": 0.8630459696931109, + "TN": 678, + "TP": 13555, + "n_pred": 13578, + "n_ref": 15683 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0067.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": 15619, + "IoU": 0.0, + "TN": 765, + "TP": 0, + "n_pred": 15619, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.9500808745607675, + "FN": 522, + "FP": 373, + "IoU": 0.9049086272843179, + "TN": 6972, + "TP": 8517, + "n_pred": 8890, + "n_ref": 9039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4881889763779528, + "FN": 99, + "FP": 31, + "IoU": 0.3229166666666667, + "TN": 16192, + "TP": 62, + "n_pred": 93, + "n_ref": 161 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 16274, + "TP": 0, + "n_pred": 110, + "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": 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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 850, + "FP": 0, + "IoU": 0.0, + "TN": 31918, + "TP": 0, + "n_pred": 0, + "n_ref": 850 + }, + "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": 0.7004721660119827, + "FN": 6686, + "FP": 863, + "IoU": 0.5390205178309722, + "TN": 16392, + "TP": 8827, + "n_pred": 9690, + "n_ref": 15513 + }, + "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": 348, + "IoU": 0.0, + "TN": 32420, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4081989296246405, + "FN": 15960, + "FP": 295, + "IoU": 0.2564384062943141, + "TN": 27291, + "TP": 5606, + "n_pred": 5901, + "n_ref": 21566 + }, + "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": 0.8096639935031976, + "FN": 801, + "FP": 1074, + "IoU": 0.6801978509295582, + "TN": 43289, + "TP": 3988, + "n_pred": 5062, + "n_ref": 4789 + }, + "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": 13164, + "IoU": 0.0, + "TN": 35988, + "TP": 0, + "n_pred": 13164, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.1551846590909091, + "FN": 2992, + "FP": 1766, + "IoU": 0.08411934552454282, + "TN": 11189, + "TP": 437, + "n_pred": 2203, + "n_ref": 3429 + }, + "6": { + "Dice": 0.21951219512195122, + "FN": 128, + "FP": 0, + "IoU": 0.1232876712328767, + "TN": 16238, + "TP": 18, + "n_pred": 18, + "n_ref": 146 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1908, + "FP": 0, + "IoU": 0.0, + "TN": 14476, + "TP": 0, + "n_pred": 0, + "n_ref": 1908 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 1272, + "FP": 0, + "IoU": 0.0, + "TN": 47880, + "TP": 0, + "n_pred": 0, + "n_ref": 1272 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "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": 52, + "IoU": 0.0, + "TN": 49100, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "15": { + "Dice": 0.012808470668602169, + "FN": 11557, + "FP": 4, + "IoU": 0.006445513922310072, + "TN": 37516, + "TP": 75, + "n_pred": 79, + "n_ref": 11632 + }, + "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": 0.9489318413021364, + "FN": 1787, + "FP": 472, + "IoU": 0.902826171118854, + "TN": 25905, + "TP": 20988, + "n_pred": 21460, + "n_ref": 22775 + }, + "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": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.7796126148497641, + "FN": 245, + "FP": 3305, + "IoU": 0.6388238884932343, + "TN": 39323, + "TP": 6279, + "n_pred": 9584, + "n_ref": 6524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.008938917397781824, + "FN": 15, + "FP": 5972, + "IoU": 0.004489524442966412, + "TN": 75906, + "TP": 27, + "n_pred": 5999, + "n_ref": 42 + }, + "10": { + "Dice": 0.0, + "FN": 6775, + "FP": 78, + "IoU": 0.0, + "TN": 75067, + "TP": 0, + "n_pred": 78, + "n_ref": 6775 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "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": 0.3911559096081938, + "FN": 3740, + "FP": 5, + "IoU": 0.2431285367825384, + "TN": 76972, + "TP": 1203, + "n_pred": 1208, + "n_ref": 4943 + }, + "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": 0.0, + "FN": 0, + "FP": 5908, + "IoU": 0.0, + "TN": 76012, + "TP": 0, + "n_pred": 5908, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 81879, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 168, + "FP": 0, + "IoU": 0.0, + "TN": 81752, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 16066, + "TP": 0, + "n_pred": 318, + "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": 0.9306961371617435, + "FN": 1009, + "FP": 333, + "IoU": 0.8703757365014971, + "TN": 6031, + "TP": 9011, + "n_pred": 9344, + "n_ref": 10020 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0272.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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 6901, + "FP": 0, + "IoU": 0.0, + "TN": 9483, + "TP": 0, + "n_pred": 0, + "n_ref": 6901 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2737, + "IoU": 0.0, + "TN": 13647, + "TP": 0, + "n_pred": 2737, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 4473, + "FP": 0, + "IoU": 0.0, + "TN": 11911, + "TP": 0, + "n_pred": 0, + "n_ref": 4473 + }, + "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": 79, + "IoU": 0.0, + "TN": 16305, + "TP": 0, + "n_pred": 79, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 320.33684210526314, + "FP": 398.78596491228075, + "IoU": NaN, + "TN": 30142.168421052633, + "TP": 182.07719298245613, + "n_pred": 580.8631578947369, + "n_ref": 502.4140350877193 + }, + "mean": { + "1": { + "Dice": 0.1187123461597638, + "FN": 977.2631578947369, + "FP": 904.2105263157895, + "IoU": 0.0721533726383575, + "TN": 28998.63157894737, + "TP": 163.26315789473685, + "n_pred": 1067.4736842105262, + "n_ref": 1140.5263157894738 + }, + "10": { + "Dice": 0.09167066091494913, + "FN": 358.57894736842104, + "FP": 205.31578947368422, + "IoU": 0.06288165697845106, + "TN": 30478.63157894737, + "TP": 0.8421052631578947, + "n_pred": 206.1578947368421, + "n_ref": 359.42105263157896 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 31043.36842105263, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 163.21052631578948, + "FP": 0.0, + "IoU": 0.0, + "TN": 30880.157894736843, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 163.21052631578948 + }, + "13": { + "Dice": 0.0, + "FN": 0.0, + "FP": 847.1052631578947, + "IoU": 0.0, + "TN": 30196.263157894737, + "TP": 0.0, + "n_pred": 847.1052631578947, + "n_ref": 0.0 + }, + "14": { + "Dice": 0.0, + "FN": 67.78947368421052, + "FP": 793.6315789473684, + "IoU": 0.0, + "TN": 30181.947368421053, + "TP": 0.0, + "n_pred": 793.6315789473684, + "n_ref": 67.78947368421052 + }, + "15": { + "Dice": 0.16895279803260746, + "FN": 461.7368421052632, + "FP": 341.10526315789474, + "IoU": 0.12569047022923147, + "TN": 30011.263157894737, + "TP": 229.26315789473685, + "n_pred": 570.3684210526316, + "n_ref": 691.0 + }, + "2": { + "Dice": 0.05771319934818033, + "FN": 328.94736842105266, + "FP": 536.6315789473684, + "IoU": 0.0361609801752744, + "TN": 30065.947368421053, + "TP": 111.84210526315789, + "n_pred": 648.4736842105264, + "n_ref": 440.7894736842105 + }, + "3": { + "Dice": 0.15020958345110058, + "FN": 599.0, + "FP": 372.8421052631579, + "IoU": 0.13194174482178844, + "TN": 29486.57894736842, + "TP": 584.9473684210526, + "n_pred": 957.7894736842105, + "n_ref": 1183.9473684210527 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 20.894736842105264, + "IoU": 0.0, + "TN": 31022.473684210527, + "TP": 0.0, + "n_pred": 20.894736842105264, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 478.3157894736842, + "FP": 0.0, + "IoU": 0.0, + "TN": 30565.052631578947, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 478.3157894736842 + }, + "6": { + "Dice": 0.15167558773222437, + "FN": 36.36842105263158, + "FP": 1085.578947368421, + "IoU": 0.13373370448594016, + "TN": 29455.105263157893, + "TP": 466.3157894736842, + "n_pred": 1551.8947368421052, + "n_ref": 502.6842105263158 + }, + "7": { + "Dice": 0.0, + "FN": 1026.2105263157894, + "FP": 0.0, + "IoU": 0.0, + "TN": 30017.157894736843, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1026.2105263157894 + }, + "8": { + "Dice": 0.43282660769353126, + "FN": 306.94736842105266, + "FP": 660.5263157894736, + "IoU": 0.35407427459844104, + "TN": 28901.21052631579, + "TP": 1174.6842105263158, + "n_pred": 1835.2105263157894, + "n_ref": 1481.6315789473683 + }, + "9": { + "Dice": 0.0, + "FN": 0.6842105263157895, + "FP": 213.94736842105263, + "IoU": 0.0, + "TN": 30828.736842105263, + "TP": 0.0, + "n_pred": 213.94736842105263, + "n_ref": 0.6842105263157895 + } + }, + "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": 0.0, + "FN": 0, + "FP": 1839, + "IoU": 0.0, + "TN": 14545, + "TP": 0, + "n_pred": 1839, + "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": 1684, + "IoU": 0.0, + "TN": 14700, + "TP": 0, + "n_pred": 1684, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 38, + "FP": 0, + "IoU": 0.0, + "TN": 16346, + "TP": 0, + "n_pred": 0, + "n_ref": 38 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36211031175059955, + "FN": 505, + "FP": 27, + "IoU": 0.22108345534407028, + "TN": 81237, + "TP": 151, + "n_pred": 178, + "n_ref": 656 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 81561, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1288, + "FP": 21, + "IoU": 0.0, + "TN": 80611, + "TP": 0, + "n_pred": 21, + "n_ref": 1288 + }, + "15": { + "Dice": 0.6636991557943208, + "FN": 3578, + "FP": 804, + "IoU": 0.4966689639329198, + "TN": 73214, + "TP": 4324, + "n_pred": 5128, + "n_ref": 7902 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 579, + "IoU": 0.0, + "TN": 81341, + "TP": 0, + "n_pred": 579, + "n_ref": 0 + }, + "3": { + "Dice": 0.9212078215758436, + "FN": 877, + "FP": 900, + "IoU": 0.8539251952322235, + "TN": 69755, + "TP": 10388, + "n_pred": 11288, + "n_ref": 11265 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0015.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": 3176, + "IoU": 0.0, + "TN": 45976, + "TP": 0, + "n_pred": 3176, + "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": 59, + "IoU": 0.0, + "TN": 49093, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5636, + "IoU": 0.0, + "TN": 43516, + "TP": 0, + "n_pred": 5636, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5879, + "IoU": 0.0, + "TN": 43273, + "TP": 0, + "n_pred": 5879, + "n_ref": 0 + }, + "3": { + "Dice": 0.1302592625818606, + "FN": 9694, + "FP": 1, + "IoU": 0.06966701852029555, + "TN": 38731, + "TP": 726, + "n_pred": 727, + "n_ref": 10420 + }, + "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": 3115, + "IoU": 0.0, + "TN": 46037, + "TP": 0, + "n_pred": 3115, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 16362, + "TP": 0, + "n_pred": 22, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "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": 5231, + "IoU": 0.0, + "TN": 43921, + "TP": 0, + "n_pred": 5231, + "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": 10280, + "IoU": 0.0, + "TN": 38872, + "TP": 0, + "n_pred": 10280, + "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": 5861, + "IoU": 0.0, + "TN": 43291, + "TP": 0, + "n_pred": 5861, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 49017, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 793, + "IoU": 0.0, + "TN": 31975, + "TP": 0, + "n_pred": 793, + "n_ref": 0 + }, + "10": { + "Dice": 0.0045694200351493845, + "FN": 5664, + "FP": 0, + "IoU": 0.002289941870706359, + "TN": 27091, + "TP": 13, + "n_pred": 13, + "n_ref": 5677 + }, + "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": 5413, + "IoU": 0.0, + "TN": 27355, + "TP": 0, + "n_pred": 5413, + "n_ref": 0 + }, + "15": { + "Dice": 0.012112036336109008, + "FN": 5195, + "FP": 25, + "IoU": 0.006092916984006093, + "TN": 27516, + "TP": 32, + "n_pred": 57, + "n_ref": 5227 + }, + "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": 397, + "IoU": 0.0, + "TN": 32371, + "TP": 0, + "n_pred": 397, + "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": 2611, + "IoU": 0.0, + "TN": 30157, + "TP": 0, + "n_pred": 2611, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 9275, + "FP": 0, + "IoU": 0.0, + "TN": 23493, + "TP": 0, + "n_pred": 0, + "n_ref": 9275 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 16105, + "TP": 0, + "n_pred": 279, + "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": 2751, + "FP": 0, + "IoU": 0.0, + "TN": 13633, + "TP": 0, + "n_pred": 0, + "n_ref": 2751 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3618, + "FP": 0, + "IoU": 0.0, + "TN": 12766, + "TP": 0, + "n_pred": 0, + "n_ref": 3618 + }, + "8": { + "Dice": 0.7282948157401624, + "FN": 10, + "FP": 1295, + "IoU": 0.5726915520628684, + "TN": 13330, + "TP": 1749, + "n_pred": 3044, + "n_ref": 1759 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 126, + "IoU": 0.0, + "TN": 16258, + "TP": 0, + "n_pred": 126, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 1438, + "IoU": 0.0, + "TN": 14946, + "TP": 0, + "n_pred": 1438, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 104, + "IoU": 0.0, + "TN": 49048, + "TP": 0, + "n_pred": 104, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0195.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": 574, + "IoU": 0.0, + "TN": 32194, + "TP": 0, + "n_pred": 574, + "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": 25, + "IoU": 0.0, + "TN": 32743, + "TP": 0, + "n_pred": 25, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 418, + "IoU": 0.0, + "TN": 15966, + "TP": 0, + "n_pred": 418, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 16018, + "TP": 0, + "n_pred": 366, + "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": 6337, + "FP": 0, + "IoU": 0.0, + "TN": 10047, + "TP": 0, + "n_pred": 0, + "n_ref": 6337 + }, + "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": 0.6144486692015209, + "FN": 507, + "FP": 0, + "IoU": 0.4434687156970362, + "TN": 15473, + "TP": 404, + "n_pred": 404, + "n_ref": 911 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0017329520838748808, + "FN": 7103, + "FP": 15939, + "IoU": 0.000867227473766369, + "TN": 9706, + "TP": 20, + "n_pred": 15959, + "n_ref": 7123 + }, + "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": 5945, + "IoU": 0.0, + "TN": 26823, + "TP": 0, + "n_pred": 5945, + "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": 30, + "IoU": 0.0, + "TN": 32738, + "TP": 0, + "n_pred": 30, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5454545454545454, + "FN": 5, + "FP": 0, + "IoU": 0.375, + "TN": 16376, + "TP": 3, + "n_pred": 3, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3006, + "FP": 0, + "IoU": 0.0, + "TN": 13378, + "TP": 0, + "n_pred": 0, + "n_ref": 3006 + }, + "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": 48, + "FP": 0, + "IoU": 0.0, + "TN": 16336, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "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": 196, + "FP": 0, + "IoU": 0.0, + "TN": 16188, + "TP": 0, + "n_pred": 0, + "n_ref": 196 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 16352, + "TP": 0, + "n_pred": 32, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 11807, + "IoU": 0.0, + "TN": 20961, + "TP": 0, + "n_pred": 11807, + "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": 0.40399239543726234, + "FN": 6250, + "FP": 20, + "IoU": 0.2531268612269208, + "TN": 24373, + "TP": 2125, + "n_pred": 2145, + "n_ref": 8375 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 32559, + "TP": 0, + "n_pred": 209, + "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": 0.7092198581560284, + "FN": 82, + "FP": 0, + "IoU": 0.5494505494505495, + "TN": 32586, + "TP": 100, + "n_pred": 100, + "n_ref": 182 + }, + "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": 2972, + "IoU": 0.0, + "TN": 29796, + "TP": 0, + "n_pred": 2972, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3484308131241084, + "FN": 10960, + "FP": 2, + "IoU": 0.21096955301230835, + "TN": 35259, + "TP": 2931, + "n_pred": 2933, + "n_ref": 13891 + }, + "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": 4355, + "IoU": 0.0, + "TN": 44797, + "TP": 0, + "n_pred": 4355, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 49136, + "TP": 0, + "n_pred": 16, + "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": 724, + "FP": 29, + "IoU": 0.0, + "TN": 48399, + "TP": 0, + "n_pred": 29, + "n_ref": 724 + }, + "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": 3716, + "IoU": 0.0, + "TN": 45436, + "TP": 0, + "n_pred": 3716, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 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": 0.880729675648006, + "FN": 210, + "FP": 2353, + "IoU": 0.7868784300681856, + "TN": 4358, + "TP": 9463, + "n_pred": 11816, + "n_ref": 9673 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 1144, + "FP": 0, + "IoU": 0.0, + "TN": 31624, + "TP": 0, + "n_pred": 0, + "n_ref": 1144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 32673, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2170, + "IoU": 0.0, + "TN": 30598, + "TP": 0, + "n_pred": 2170, + "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": 483, + "IoU": 0.0, + "TN": 32285, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 6409, + "FP": 0, + "IoU": 0.0, + "TN": 26359, + "TP": 0, + "n_pred": 0, + "n_ref": 6409 + }, + "8": { + "Dice": 0.8063130932650294, + "FN": 5105, + "FP": 37, + "IoU": 0.6754812243609971, + "TN": 16923, + "TP": 10703, + "n_pred": 10740, + "n_ref": 15808 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3930, + "IoU": 0.0, + "TN": 28838, + "TP": 0, + "n_pred": 3930, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.9592116068984397, + "FN": 609, + "FP": 136, + "IoU": 0.9216201998947923, + "TN": 6879, + "TP": 8760, + "n_pred": 8896, + "n_ref": 9369 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 543.3859649122808, + "FP": 324.5719298245614, + "IoU": NaN, + "TN": 28097.989473684214, + "TP": 352.7894736842106, + "n_pred": 677.3614035087718, + "n_ref": 896.1754385964912 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 110.36842105263158, + "IoU": 0.0, + "TN": 29208.36842105263, + "TP": 0.0, + "n_pred": 110.36842105263158, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 91.36842105263158, + "IoU": 0.0, + "TN": 29227.36842105263, + "TP": 0.0, + "n_pred": 91.36842105263158, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.0, + "FN": 13.105263157894736, + "FP": 0.0, + "IoU": 0.0, + "TN": 29305.63157894737, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 13.105263157894736 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 29318.736842105263, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 57.31578947368421, + "FP": 821.3157894736842, + "IoU": 0.0, + "TN": 28440.105263157893, + "TP": 0.0, + "n_pred": 821.3157894736842, + "n_ref": 57.31578947368421 + }, + "14": { + "Dice": 0.04979825151311365, + "FN": 1472.8947368421052, + "FP": 20.57894736842105, + "IoU": 0.02765329748300844, + "TN": 27747.315789473683, + "TP": 77.94736842105263, + "n_pred": 98.52631578947368, + "n_ref": 1550.842105263158 + }, + "15": { + "Dice": 0.07389233655650167, + "FN": 268.7368421052632, + "FP": 30.63157894736842, + "IoU": 0.04155169615322188, + "TN": 28978.947368421053, + "TP": 40.421052631578945, + "n_pred": 71.05263157894737, + "n_ref": 309.1578947368421 + }, + "2": { + "Dice": 0.09368681195237025, + "FN": 231.3684210526316, + "FP": 394.05263157894734, + "IoU": 0.07491915199425081, + "TN": 28342.157894736843, + "TP": 351.1578947368421, + "n_pred": 745.2105263157895, + "n_ref": 582.5263157894736 + }, + "3": { + "Dice": 0.2332124102840989, + "FN": 208.6315789473684, + "FP": 122.89473684210526, + "IoU": 0.21962892650348584, + "TN": 27751.105263157893, + "TP": 1236.1052631578948, + "n_pred": 1359.0, + "n_ref": 1444.7368421052631 + }, + "4": { + "Dice": 0.10852132114981915, + "FN": 138.68421052631578, + "FP": 947.7368421052631, + "IoU": 0.0958813388276848, + "TN": 27752.263157894737, + "TP": 480.05263157894734, + "n_pred": 1427.7894736842106, + "n_ref": 618.7368421052631 + }, + "5": { + "Dice": 0.0, + "FN": 719.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 28599.736842105263, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 719.0 + }, + "6": { + "Dice": 0.28149347621744697, + "FN": 508.1578947368421, + "FP": 1519.1052631578948, + "IoU": 0.24055189789442888, + "TN": 25302.947368421053, + "TP": 1988.5263157894738, + "n_pred": 3507.6315789473683, + "n_ref": 2496.684210526316 + }, + "7": { + "Dice": 0.07322528215869553, + "FN": 1937.2105263157894, + "FP": 342.7894736842105, + "IoU": 0.050620991575860516, + "TN": 26618.052631578947, + "TP": 420.6842105263158, + "n_pred": 763.4736842105264, + "n_ref": 2357.8947368421054 + }, + "8": { + "Dice": 0.2280400043308348, + "FN": 1555.5263157894738, + "FP": 467.7368421052632, + "IoU": 0.16438050853759922, + "TN": 26598.526315789473, + "TP": 696.9473684210526, + "n_pred": 1164.6842105263158, + "n_ref": 2252.4736842105262 + }, + "9": { + "Dice": 0.0, + "FN": 1040.157894736842, + "FP": 0.0, + "IoU": 0.0, + "TN": 28278.57894736842, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1040.157894736842 + } + }, + "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": 0.0, + "FN": 1029, + "FP": 0, + "IoU": 0.0, + "TN": 15355, + "TP": 0, + "n_pred": 0, + "n_ref": 1029 + }, + "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": 0.5964742815744989, + "FN": 1670, + "FP": 3343, + "IoU": 0.42498279421885754, + "TN": 7666, + "TP": 3705, + "n_pred": 7048, + "n_ref": 5375 + }, + "9": { + "Dice": 0.0, + "FN": 4008, + "FP": 0, + "IoU": 0.0, + "TN": 12376, + "TP": 0, + "n_pred": 0, + "n_ref": 4008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 32554, + "TP": 0, + "n_pred": 214, + "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": 17, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 17, + "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": 594, + "FP": 0, + "IoU": 0.0, + "TN": 32174, + "TP": 0, + "n_pred": 0, + "n_ref": 594 + }, + "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": 0.9915987074934606, + "FN": 273, + "FP": 0, + "IoU": 0.98333740234375, + "TN": 16384, + "TP": 16111, + "n_pred": 16111, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 11747, + "FP": 0, + "IoU": 0.0, + "TN": 21021, + "TP": 0, + "n_pred": 0, + "n_ref": 11747 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 798, + "IoU": 0.0, + "TN": 15586, + "TP": 0, + "n_pred": 798, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5480769230769231, + "FN": 63, + "FP": 501, + "IoU": 0.37748344370860926, + "TN": 15478, + "TP": 342, + "n_pred": 843, + "n_ref": 405 + }, + "7": { + "Dice": 0.0, + "FN": 13072, + "FP": 0, + "IoU": 0.0, + "TN": 3312, + "TP": 0, + "n_pred": 0, + "n_ref": 13072 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 60, + "FP": 1119, + "IoU": 0.0, + "TN": 15205, + "TP": 0, + "n_pred": 1119, + "n_ref": 60 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 16233, + "TP": 0, + "n_pred": 151, + "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": 0.6668815471394037, + "FN": 3711, + "FP": 423, + "IoU": 0.5002417794970987, + "TN": 8112, + "TP": 4138, + "n_pred": 4561, + "n_ref": 7849 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0076.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": 0.8117129108221562, + "FN": 3381, + "FP": 297, + "IoU": 0.683094950887472, + "TN": 4778, + "TP": 7928, + "n_pred": 8225, + "n_ref": 11309 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0077.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": 16173, + "FP": 0, + "IoU": 0.0, + "TN": 16595, + "TP": 0, + "n_pred": 0, + "n_ref": 16173 + }, + "15": { + "Dice": 0.221677009669505, + "FN": 5106, + "FP": 287, + "IoU": 0.12465508845966564, + "TN": 26607, + "TP": 768, + "n_pred": 1055, + "n_ref": 5874 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 32621, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 32674, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9538, + "IoU": 0.0, + "TN": 23230, + "TP": 0, + "n_pred": 9538, + "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": 29, + "IoU": 0.0, + "TN": 32739, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5258, + "IoU": 0.0, + "TN": 27510, + "TP": 0, + "n_pred": 5258, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 32669, + "TP": 0, + "n_pred": 99, + "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": 1691, + "IoU": 0.0, + "TN": 31077, + "TP": 0, + "n_pred": 1691, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1821, + "IoU": 0.0, + "TN": 30947, + "TP": 0, + "n_pred": 1821, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2503, + "IoU": 0.0, + "TN": 30265, + "TP": 0, + "n_pred": 2503, + "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": 5397, + "IoU": 0.0, + "TN": 27371, + "TP": 0, + "n_pred": 5397, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 32622, + "TP": 0, + "n_pred": 146, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0111.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": 518, + "IoU": 0.0, + "TN": 48634, + "TP": 0, + "n_pred": 518, + "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": 48, + "IoU": 0.0, + "TN": 49104, + "TP": 0, + "n_pred": 48, + "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": 4240, + "FP": 0, + "IoU": 0.0, + "TN": 44912, + "TP": 0, + "n_pred": 0, + "n_ref": 4240 + }, + "6": { + "Dice": 0.0, + "FN": 47, + "FP": 158, + "IoU": 0.0, + "TN": 48947, + "TP": 0, + "n_pred": 158, + "n_ref": 47 + }, + "7": { + "Dice": 0.0, + "FN": 844, + "FP": 0, + "IoU": 0.0, + "TN": 48308, + "TP": 0, + "n_pred": 0, + "n_ref": 844 + }, + "8": { + "Dice": 0.0, + "FN": 4293, + "FP": 0, + "IoU": 0.0, + "TN": 44859, + "TP": 0, + "n_pred": 0, + "n_ref": 4293 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.1991930060524546, + "FN": 11812, + "FP": 96, + "IoU": 0.11061318993203376, + "TN": 2995, + "TP": 1481, + "n_pred": 1577, + "n_ref": 13293 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 718, + "IoU": 0.0, + "TN": 15666, + "TP": 0, + "n_pred": 718, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 16155, + "TP": 0, + "n_pred": 229, + "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": 870, + "IoU": 0.0, + "TN": 15514, + "TP": 0, + "n_pred": 870, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 16280, + "TP": 0, + "n_pred": 104, + "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": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 14958, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1164, + "IoU": 0.0, + "TN": 31604, + "TP": 0, + "n_pred": 1164, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1352, + "IoU": 0.0, + "TN": 31416, + "TP": 0, + "n_pred": 1352, + "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": 28, + "IoU": 0.0, + "TN": 32740, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "3": { + "Dice": 0.8814052275075581, + "FN": 3057, + "FP": 42, + "IoU": 0.7879575778309955, + "TN": 18153, + "TP": 11516, + "n_pred": 11558, + "n_ref": 14573 + }, + "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": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 49137, + "TP": 0, + "n_pred": 15, + "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": 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": 4632, + "IoU": 0.0, + "TN": 44520, + "TP": 0, + "n_pred": 4632, + "n_ref": 0 + }, + "3": { + "Dice": 0.9842940547652331, + "FN": 313, + "FP": 69, + "IoU": 0.9690738341968912, + "TN": 36800, + "TP": 11970, + "n_pred": 12039, + "n_ref": 12283 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 49014, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9421, + "FP": 0, + "IoU": 0.0, + "TN": 39731, + "TP": 0, + "n_pred": 0, + "n_ref": 9421 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 48905, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 48471, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 49110, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 280, + "FP": 0, + "IoU": 0.0, + "TN": 48872, + "TP": 0, + "n_pred": 0, + "n_ref": 280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0294.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": 285, + "IoU": 0.0, + "TN": 32483, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 32624, + "TP": 0, + "n_pred": 144, + "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": 3379, + "IoU": 0.0, + "TN": 29389, + "TP": 0, + "n_pred": 3379, + "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": 1686, + "IoU": 0.0, + "TN": 31082, + "TP": 0, + "n_pred": 1686, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 32593, + "TP": 0, + "n_pred": 175, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0297.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": 249, + "FP": 0, + "IoU": 0.0, + "TN": 32519, + "TP": 0, + "n_pred": 0, + "n_ref": 249 + }, + "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": 3664, + "IoU": 0.0, + "TN": 29104, + "TP": 0, + "n_pred": 3664, + "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": 0.18640145733838806, + "FN": 1315, + "FP": 15210, + "IoU": 0.10277988923878814, + "TN": 14350, + "TP": 1893, + "n_pred": 17103, + "n_ref": 3208 + }, + "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": 1831, + "IoU": 0.0, + "TN": 30937, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 9121, + "FP": 0, + "IoU": 0.0, + "TN": 23647, + "TP": 0, + "n_pred": 0, + "n_ref": 9121 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0358.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": 33, + "IoU": 0.0, + "TN": 32735, + "TP": 0, + "n_pred": 33, + "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": 22, + "IoU": 0.0, + "TN": 32746, + "TP": 0, + "n_pred": 22, + "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": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "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": 52, + "IoU": 0.0, + "TN": 32716, + "TP": 0, + "n_pred": 52, + "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": 150, + "IoU": 0.0, + "TN": 32618, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "7": { + "Dice": 0.11748479719139866, + "FN": 14051, + "FP": 26, + "IoU": 0.06240841880911149, + "TN": 17754, + "TP": 937, + "n_pred": 963, + "n_ref": 14988 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0387.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": 3257, + "IoU": 0.0, + "TN": 13127, + "TP": 0, + "n_pred": 3257, + "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": 0.7923790367638842, + "FN": 2939, + "FP": 777, + "IoU": 0.6561487924493384, + "TN": 5577, + "TP": 7091, + "n_pred": 7868, + "n_ref": 10030 + }, + "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": 2931, + "IoU": 0.0, + "TN": 13453, + "TP": 0, + "n_pred": 2931, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6354, + "FP": 0, + "IoU": 0.0, + "TN": 10030, + "TP": 0, + "n_pred": 0, + "n_ref": 6354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 16376, + "TP": 0, + "n_pred": 8, + "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": 1544, + "IoU": 0.0, + "TN": 14840, + "TP": 0, + "n_pred": 1544, + "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": 202, + "IoU": 0.0, + "TN": 16182, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1464, + "IoU": 0.0, + "TN": 14920, + "TP": 0, + "n_pred": 1464, + "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": 3549, + "IoU": 0.0, + "TN": 12835, + "TP": 0, + "n_pred": 3549, + "n_ref": 0 + }, + "7": { + "Dice": 0.6147680243955566, + "FN": 8840, + "FP": 3, + "IoU": 0.44380149694949367, + "TN": 485, + "TP": 7056, + "n_pred": 7059, + "n_ref": 15896 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0391.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": 5457, + "IoU": 0.0, + "TN": 43695, + "TP": 0, + "n_pred": 5457, + "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": 0.749494495618962, + "FN": 4396, + "FP": 64, + "IoU": 0.5993532159540065, + "TN": 38020, + "TP": 6672, + "n_pred": 6736, + "n_ref": 11068 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "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": 0.5609642059327757, + "FN": 8134, + "FP": 317, + "IoU": 0.38981949458483756, + "TN": 35302, + "TP": 5399, + "n_pred": 5716, + "n_ref": 13533 + }, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0402.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": 0.8681705691985532, + "FN": 2635, + "FP": 135, + "IoU": 0.7670507106214784, + "TN": 37261, + "TP": 9121, + "n_pred": 9256, + "n_ref": 11756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8922331077668922, + "FN": 211, + "FP": 856, + "IoU": 0.8054339897884756, + "TN": 43668, + "TP": 4417, + "n_pred": 5273, + "n_ref": 4628 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 48929, + "TP": 0, + "n_pred": 223, + "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_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3090405/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 365.25122807017544, + "FP": 249.32957894736842, + "IoU": NaN, + "TN": 25940.5549122807, + "TP": 262.88533333333334, + "n_pred": 512.2149122807017, + "n_ref": 628.1365614035087 + }, + "mean": { + "1": { + "Dice": 0.08360399602162988, + "FN": 383.08263157894737, + "FP": 370.9457894736843, + "IoU": 0.053796489684778084, + "TN": 25948.44, + "TP": 115.55263157894737, + "n_pred": 486.4984210526316, + "n_ref": 498.63526315789477 + }, + "10": { + "Dice": 0.0184093993815447, + "FN": 233.0257894736842, + "FP": 103.03684210526316, + "IoU": 0.012614014630419081, + "TN": 26481.74, + "TP": 0.21842105263157893, + "n_pred": 103.25526315789473, + "n_ref": 233.24421052631578 + }, + "11": { + "Dice": NaN, + "FN": 34.65105263157895, + "FP": 0.45999999999999996, + "IoU": NaN, + "TN": 26782.909999999996, + "TP": 0.0, + "n_pred": 0.45999999999999996, + "n_ref": 34.65105263157895 + }, + "12": { + "Dice": NaN, + "FN": 36.9421052631579, + "FP": 3.8, + "IoU": NaN, + "TN": 26771.848947368417, + "TP": 5.43, + "n_pred": 9.23, + "n_ref": 42.3721052631579 + }, + "13": { + "Dice": 0.0, + "FN": 253.61315789473684, + "FP": 334.45421052631576, + "IoU": 0.0, + "TN": 26229.953684210523, + "TP": 0.0, + "n_pred": 334.45421052631576, + "n_ref": 253.61315789473684 + }, + "14": { + "Dice": 0.03790016188385533, + "FN": 823.4068421052631, + "FP": 259.6021052631579, + "IoU": 0.025233942523537924, + "TN": 25683.352631578946, + "TP": 51.659473684210525, + "n_pred": 311.26157894736843, + "n_ref": 875.0663157894736 + }, + "15": { + "Dice": 0.11719864875277593, + "FN": 419.16473684210524, + "FP": 121.47736842105262, + "IoU": 0.08277943781900263, + "TN": 26091.022105263157, + "TP": 186.35684210526318, + "n_pred": 307.8342105263158, + "n_ref": 605.5215789473684 + }, + "2": { + "Dice": 0.08320319331968422, + "FN": 346.54315789473685, + "FP": 321.89684210526315, + "IoU": 0.057040341766349846, + "TN": 25991.351052631577, + "TP": 158.23, + "n_pred": 480.1268421052632, + "n_ref": 504.77315789473687 + }, + "3": { + "Dice": 0.19191332752971807, + "FN": 461.0563157894737, + "FP": 233.43736842105264, + "IoU": 0.15697553546590826, + "TN": 25577.356842105266, + "TP": 546.1705263157895, + "n_pred": 779.6078947368421, + "n_ref": 1007.2268421052631 + }, + "4": { + "Dice": 0.2039622762306205, + "FN": 106.66684210526314, + "FP": 227.4463157894737, + "IoU": 0.17010319213240663, + "TN": 26232.847368421055, + "TP": 251.06052631578945, + "n_pred": 478.50684210526316, + "n_ref": 357.72736842105263 + }, + "5": { + "Dice": NaN, + "FN": 299.3831578947369, + "FP": 20.9, + "IoU": NaN, + "TN": 26467.327894736845, + "TP": 30.409999999999997, + "n_pred": 51.31, + "n_ref": 329.79315789473685 + }, + "6": { + "Dice": 0.2996567343216558, + "FN": 602.3352631578947, + "FP": 1156.3068421052633, + "IoU": 0.2582394389749215, + "TN": 23181.290526315788, + "TP": 1878.0884210526317, + "n_pred": 3034.395263157895, + "n_ref": 2480.423684210526 + }, + "7": { + "Dice": 0.06340734521220895, + "FN": 736.4042105263158, + "FP": 247.77789473684211, + "IoU": 0.04314267050089075, + "TN": 25732.512105263155, + "TP": 101.32684210526315, + "n_pred": 349.1047368421053, + "n_ref": 837.7310526315789 + }, + "8": { + "Dice": 0.31796756053494213, + "FN": 495.8847368421053, + "FP": 234.80263157894737, + "IoU": 0.25201748198066787, + "TN": 25554.36736842105, + "TP": 532.9663157894737, + "n_pred": 767.7689473684211, + "n_ref": 1028.851052631579 + }, + "9": { + "Dice": 0.1747027404115781, + "FN": 246.60842105263154, + "FP": 103.59947368421054, + "IoU": 0.1348380724581246, + "TN": 26382.00315789474, + "TP": 85.80999999999999, + "n_pred": 189.40947368421052, + "n_ref": 332.4184210526316 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_004/summary.json b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78c659bdfe9a5b0764b001569e544c37ffb416c8 --- /dev/null +++ b/nnActive_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.2587414428877803, + "FN": 89170.59599999998, + "FP": 56074.49066666667, + "IoU": 0.1856872449288564, + "TN": 96214295.81866667, + "TP": 97419.93466666665, + "n_pred": 153494.42533333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.46072968487578764, + "FN": 111206.14, + "FP": 54219.82, + "IoU": 0.3368434534213021, + "TN": 96208452.88, + "TP": 83082.0, + "n_pred": 137301.82, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.05027295125325632, + "FN": 72050.2, + "FP": 2261.56, + "IoU": 0.027537012003577187, + "TN": 96380476.72, + "TP": 2172.36, + "n_pred": 4433.92, + "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": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.01440282621378539, + "FN": 57286.58, + "FP": 4216.6, + "IoU": 0.0075038340319446995, + "TN": 96394886.1, + "TP": 571.56, + "n_pred": 4788.16, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5564107175874226, + "FN": 65793.68, + "FP": 39408.66, + "IoU": 0.4365154639383437, + "TN": 96279194.04, + "TP": 72564.46, + "n_pred": 111973.12, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.36020670508350033, + "FN": 34009.88, + "FP": 21494.64, + "IoU": 0.24240037565952888, + "TN": 96381419.16, + "TP": 20037.16, + "n_pred": 41531.8, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.24203499800580527, + "FN": 115650.7, + "FP": 56979.3, + "IoU": 0.15922375061262353, + "TN": 96243139.84, + "TP": 41191.0, + "n_pred": 98170.3, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.2812282447528193, + "FN": 102243.82, + "FP": 154942.02, + "IoU": 0.18157083310013847, + "TN": 96138616.24, + "TP": 61158.76, + "n_pred": 216100.78, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.37552550134738183, + "FN": 12356.9, + "FP": 28779.76, + "IoU": 0.26786254369633583, + "TN": 96401603.58, + "TP": 14220.6, + "n_pred": 43000.36, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.017892508091808892, + "FN": 16957.16, + "FP": 160.0, + "IoU": 0.00963038929709345, + "TN": 96439648.68, + "TP": 195.0, + "n_pred": 355.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7611899572316067, + "FN": 282830.06, + "FP": 407568.02, + "IoU": 0.6253294527474743, + "TN": 94690169.2, + "TP": 1076393.56, + "n_pred": 1483961.58, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.17615061447347974, + "FN": 305527.08, + "FP": 17519.36, + "IoU": 0.10342309854423348, + "TN": 96100516.82, + "TP": 33397.58, + "n_pred": 50916.94, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.4510993421951106, + "FN": 83362.84, + "FP": 42537.2, + "IoU": 0.3075766385041213, + "TN": 96282054.46, + "TP": 49006.34, + "n_pred": 91543.54, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.13397759220494004, + "FN": 70346.86, + "FP": 11030.42, + "IoU": 0.07989182837612896, + "TN": 96368274.92, + "TP": 7308.64, + "n_pred": 18339.06, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.36984149650149933, + "FN": 46070, + "FP": 112798, + "IoU": 0.22687456201822004, + "TN": 119387832, + "TP": 46620, + "n_pred": 159418, + "n_ref": 92690 + }, + "10": { + "Dice": 0.020199908538577123, + "FN": 74562, + "FP": 427, + "IoU": 0.010203004144557958, + "TN": 119517558, + "TP": 773, + "n_pred": 1200, + "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": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0, + "FN": 52757, + "FP": 1300, + "IoU": 0.0, + "TN": 119539263, + "TP": 0, + "n_pred": 1300, + "n_ref": 52757 + }, + "14": { + "Dice": 0.29420791177924005, + "FN": 202237, + "FP": 14859, + "IoU": 0.17247583325709756, + "TN": 119330976, + "TP": 45248, + "n_pred": 60107, + "n_ref": 247485 + }, + "15": { + "Dice": 0.13910649005364858, + "FN": 24073, + "FP": 84725, + "IoU": 0.07475252576793551, + "TN": 119475732, + "TP": 8790, + "n_pred": 93515, + "n_ref": 32863 + }, + "2": { + "Dice": 0.022445015125726966, + "FN": 138932, + "FP": 23609, + "IoU": 0.01134988169603484, + "TN": 119428913, + "TP": 1866, + "n_pred": 25475, + "n_ref": 140798 + }, + "3": { + "Dice": 0.48254982328529, + "FN": 57533, + "FP": 184480, + "IoU": 0.3180004396124647, + "TN": 119238462, + "TP": 112845, + "n_pred": 297325, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7277015531329181, + "FN": 27875, + "FP": 9416, + "IoU": 0.5719582185491277, + "TN": 119506200, + "TP": 49829, + "n_pred": 59245, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0011190028441322288, + "FN": 64228, + "FP": 43, + "IoU": 0.0005598146391528138, + "TN": 119529013, + "TP": 36, + "n_pred": 79, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8508414428652357, + "FN": 238715, + "FP": 91991, + "IoU": 0.7404038699295484, + "TN": 118319395, + "TP": 943219, + "n_pred": 1035210, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30161, + "IoU": 0.0, + "TN": 119563159, + "TP": 0, + "n_pred": 30161, + "n_ref": 0 + }, + "8": { + "Dice": 0.31460336538461536, + "FN": 219496, + "FP": 72472, + "IoU": 0.18666428953467643, + "TN": 119234344, + "TP": 67008, + "n_pred": 139480, + "n_ref": 286504 + }, + "9": { + "Dice": 0.05441480675013609, + "FN": 74035, + "FP": 12817, + "IoU": 0.027968349542814294, + "TN": 119503969, + "TP": 2499, + "n_pred": 15316, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7318511021853948, + "FN": 72861, + "FP": 11925, + "IoU": 0.5771018714337017, + "TN": 72625172, + "TP": 115702, + "n_pred": 127627, + "n_ref": 188563 + }, + "10": { + "Dice": 0.2590558313935488, + "FN": 57155, + "FP": 7462, + "IoU": 0.14880191798506184, + "TN": 72749747, + "TP": 11296, + "n_pred": 18758, + "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": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.003773155301120562, + "FN": 50067, + "FP": 11188, + "IoU": 0.001890143553143993, + "TN": 72764289, + "TP": 116, + "n_pred": 11304, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7916479310066526, + "FN": 8226, + "FP": 27916, + "IoU": 0.6551467501240411, + "TN": 72720856, + "TP": 68662, + "n_pred": 96578, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4695470815365971, + "FN": 25821, + "FP": 11821, + "IoU": 0.3068026960332953, + "TN": 72771358, + "TP": 16660, + "n_pred": 28481, + "n_ref": 42481 + }, + "2": { + "Dice": 0.14002329290832216, + "FN": 124782, + "FP": 11084, + "IoU": 0.07528228303851572, + "TN": 72678733, + "TP": 11061, + "n_pred": 22145, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5676811084779971, + "FN": 27016, + "FP": 125494, + "IoU": 0.39633709492916824, + "TN": 72573019, + "TP": 100131, + "n_pred": 225625, + "n_ref": 127147 + }, + "4": { + "Dice": 0.1543898705996939, + "FN": 24236, + "FP": 6151, + "IoU": 0.08365248333886191, + "TN": 72792499, + "TP": 2774, + "n_pred": 8925, + "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": 0.797325829512289, + "FN": 247658, + "FP": 240457, + "IoU": 0.6629607994233015, + "TN": 71377416, + "TP": 960129, + "n_pred": 1200586, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.2566975277382944, + "FN": 202130, + "FP": 10705, + "IoU": 0.1472478424270592, + "TN": 72576074, + "TP": 36751, + "n_pred": 47456, + "n_ref": 238881 + }, + "8": { + "Dice": 0.0919848122334339, + "FN": 54657, + "FP": 15173, + "IoU": 0.04820968555345046, + "TN": 72752293, + "TP": 3537, + "n_pred": 18710, + "n_ref": 58194 + }, + "9": { + "Dice": 0.2244262651125751, + "FN": 65585, + "FP": 20119, + "IoU": 0.12639647720786104, + "TN": 72727556, + "TP": 12400, + "n_pred": 32519, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32777018565517374, + "FN": 191205, + "FP": 91149, + "IoU": 0.19600785899370712, + "TN": 71458298, + "TP": 68836, + "n_pred": 159985, + "n_ref": 260041 + }, + "10": { + "Dice": 0.05342515258592997, + "FN": 91057, + "FP": 3237, + "IoU": 0.027445722242277346, + "TN": 71712533, + "TP": 2661, + "n_pred": 5898, + "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": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.0, + "FN": 63901, + "FP": 78, + "IoU": 0.0, + "TN": 71745509, + "TP": 0, + "n_pred": 78, + "n_ref": 63901 + }, + "14": { + "Dice": 0.4703478636041214, + "FN": 361372, + "FP": 775, + "IoU": 0.30748681508224557, + "TN": 71286542, + "TP": 160799, + "n_pred": 161574, + "n_ref": 522171 + }, + "15": { + "Dice": 0.455252023008677, + "FN": 122294, + "FP": 17393, + "IoU": 0.29470957708930806, + "TN": 71611432, + "TP": 58369, + "n_pred": 75762, + "n_ref": 180663 + }, + "2": { + "Dice": 0.002035168225449973, + "FN": 146717, + "FP": 7256, + "IoU": 0.0010186206449101407, + "TN": 71655358, + "TP": 157, + "n_pred": 7413, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5682972021142026, + "FN": 35166, + "FP": 192467, + "IoU": 0.39693796991485236, + "TN": 71432026, + "TP": 149829, + "n_pred": 342296, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4020008400473481, + "FN": 3447, + "FP": 27875, + "IoU": 0.25156511350059735, + "TN": 71767638, + "TP": 10528, + "n_pred": 38403, + "n_ref": 13975 + }, + "5": { + "Dice": 0.011535134095933866, + "FN": 10283, + "FP": 0, + "IoU": 0.0058010248477230976, + "TN": 71799145, + "TP": 60, + "n_pred": 60, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8092069010646993, + "FN": 175446, + "FP": 330415, + "IoU": 0.6795528978024972, + "TN": 70230878, + "TP": 1072749, + "n_pred": 1403164, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.3306797922381405, + "FN": 185895, + "FP": 13456, + "IoU": 0.19809248740929059, + "TN": 71560892, + "TP": 49245, + "n_pred": 62701, + "n_ref": 235140 + }, + "8": { + "Dice": 0.5338653172440638, + "FN": 42833, + "FP": 24227, + "IoU": 0.3641311562458516, + "TN": 71704026, + "TP": 38402, + "n_pred": 62629, + "n_ref": 81235 + }, + "9": { + "Dice": 0.1003523795089421, + "FN": 82859, + "FP": 12115, + "IoU": 0.05282683926559025, + "TN": 71709217, + "TP": 5297, + "n_pred": 17412, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6216428332092749, + "FN": 75977, + "FP": 92272, + "IoU": 0.4510027213459242, + "TN": 135139044, + "TP": 138217, + "n_pred": 230489, + "n_ref": 214194 + }, + "10": { + "Dice": 0.004110000230898889, + "FN": 84957, + "FP": 1305, + "IoU": 0.002059231837112448, + "TN": 135359070, + "TP": 178, + "n_pred": 1483, + "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": 0.0, + "FN": 40573, + "FP": 1784, + "IoU": 0.0, + "TN": 135403153, + "TP": 0, + "n_pred": 1784, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8198649516070615, + "FN": 28700, + "FP": 21533, + "IoU": 0.6947212971291051, + "TN": 135280962, + "TP": 114315, + "n_pred": 135848, + "n_ref": 143015 + }, + "15": { + "Dice": 0.23449812942768447, + "FN": 40988, + "FP": 26331, + "IoU": 0.13282236248872858, + "TN": 135367880, + "TP": 10311, + "n_pred": 36642, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0038888545956384866, + "FN": 209098, + "FP": 16822, + "IoU": 0.001948215461143925, + "TN": 135219149, + "TP": 441, + "n_pred": 17263, + "n_ref": 209539 + }, + "3": { + "Dice": 0.3700863698685603, + "FN": 94333, + "FP": 356825, + "IoU": 0.22705888399664206, + "TN": 134861820, + "TP": 132532, + "n_pred": 489357, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7131220510994392, + "FN": 4799, + "FP": 20981, + "IoU": 0.5541489398498841, + "TN": 135387688, + "TP": 32042, + "n_pred": 53023, + "n_ref": 36841 + }, + "5": { + "Dice": 0.00490161255949421, + "FN": 27975, + "FP": 41, + "IoU": 0.002456827487982909, + "TN": 135417425, + "TP": 69, + "n_pred": 110, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8580494618670442, + "FN": 276245, + "FP": 182382, + "IoU": 0.7513893406188339, + "TN": 133600750, + "TP": 1386133, + "n_pred": 1568515, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2609830809764149, + "FN": 166083, + "FP": 20167, + "IoU": 0.15007506719540745, + "TN": 135226373, + "TP": 32887, + "n_pred": 53054, + "n_ref": 198970 + }, + "8": { + "Dice": 0.12270517018954054, + "FN": 267372, + "FP": 50886, + "IoU": 0.06536275934980838, + "TN": 135104995, + "TP": 22257, + "n_pred": 73143, + "n_ref": 289629 + }, + "9": { + "Dice": 0.10205948802210729, + "FN": 92568, + "FP": 3614, + "IoU": 0.053773807649929166, + "TN": 135343862, + "TP": 5466, + "n_pred": 9080, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.018575230454738304, + "FN": 253806, + "FP": 648, + "IoU": 0.009374683682288543, + "TN": 105497143, + "TP": 2408, + "n_pred": 3056, + "n_ref": 256214 + }, + "10": { + "Dice": 0.00531268002304295, + "FN": 60319, + "FP": 1841, + "IoU": 0.0026634149472130413, + "TN": 105691679, + "TP": 166, + "n_pred": 2007, + "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": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.0801191783652121, + "FN": 77218, + "FP": 7377, + "IoU": 0.04173132908166155, + "TN": 105665726, + "TP": 3684, + "n_pred": 11061, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8337137860818844, + "FN": 54827, + "FP": 1847, + "IoU": 0.7148449292571497, + "TN": 105555257, + "TP": 142074, + "n_pred": 143921, + "n_ref": 196901 + }, + "15": { + "Dice": 0.2781930642277138, + "FN": 23187, + "FP": 1436, + "IoU": 0.1615704167801689, + "TN": 105724637, + "TP": 4745, + "n_pred": 6181, + "n_ref": 27932 + }, + "2": { + "Dice": 0.46524239934264583, + "FN": 65129, + "FP": 136619, + "IoU": 0.30313738087589676, + "TN": 105464496, + "TP": 87761, + "n_pred": 224380, + "n_ref": 152890 + }, + "3": { + "Dice": 0.07369933822421566, + "FN": 158742, + "FP": 160954, + "IoU": 0.03825951975548563, + "TN": 105421591, + "TP": 12718, + "n_pred": 173672, + "n_ref": 171460 + }, + "4": { + "Dice": 0.23673240668607431, + "FN": 23533, + "FP": 88159, + "IoU": 0.13425778797485524, + "TN": 105624992, + "TP": 17321, + "n_pred": 105480, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8277276962574525, + "FN": 229407, + "FP": 314718, + "IoU": 0.7060882472569587, + "TN": 103902684, + "TP": 1307196, + "n_pred": 1621914, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.25882780867417754, + "FN": 227822, + "FP": 4471, + "IoU": 0.1486514716715594, + "TN": 105481152, + "TP": 40560, + "n_pred": 45031, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6385976616191533, + "FN": 33148, + "FP": 29693, + "IoU": 0.469073427902772, + "TN": 105635644, + "TP": 55520, + "n_pred": 85213, + "n_ref": 88668 + }, + "9": { + "Dice": 0.40579327346363797, + "FN": 51762, + "FP": 15728, + "IoU": 0.254542442149445, + "TN": 105663470, + "TP": 23045, + "n_pred": 38773, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7073402718462982, + "FN": 85555, + "FP": 53214, + "IoU": 0.5471975775532113, + "TN": 96831413, + "TP": 167698, + "n_pred": 220912, + "n_ref": 253253 + }, + "10": { + "Dice": 0.04674451874771268, + "FN": 109764, + "FP": 4844, + "IoU": 0.02393159481510501, + "TN": 97020462, + "TP": 2810, + "n_pred": 7654, + "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": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.0, + "FN": 49897, + "FP": 0, + "IoU": 0.0, + "TN": 97087983, + "TP": 0, + "n_pred": 0, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7814830473770307, + "FN": 87944, + "FP": 10773, + "IoU": 0.6413394952731818, + "TN": 96862642, + "TP": 176521, + "n_pred": 187294, + "n_ref": 264465 + }, + "15": { + "Dice": 0.25890692035068086, + "FN": 17514, + "FP": 10297, + "IoU": 0.1487036640239983, + "TN": 97105211, + "TP": 4858, + "n_pred": 15155, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5672132005220217, + "FN": 40429, + "FP": 108470, + "IoU": 0.3958810904236975, + "TN": 96891407, + "TP": 97574, + "n_pred": 206044, + "n_ref": 138003 + }, + "3": { + "Dice": 0.0022524911553844524, + "FN": 158102, + "FP": 161710, + "IoU": 0.0011275154369668897, + "TN": 96817707, + "TP": 361, + "n_pred": 162071, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6073356038773906, + "FN": 4314, + "FP": 25662, + "IoU": 0.43609616614620567, + "TN": 97084722, + "TP": 23182, + "n_pred": 48844, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0009562841530054645, + "FN": 14626, + "FP": 0, + "IoU": 0.0004783708057131142, + "TN": 97123247, + "TP": 7, + "n_pred": 7, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8212608884307525, + "FN": 202890, + "FP": 361865, + "IoU": 0.6967282924356463, + "TN": 95275672, + "TP": 1297453, + "n_pred": 1659318, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.3473215184774947, + "FN": 199062, + "FP": 8354, + "IoU": 0.210156737901936, + "TN": 96875276, + "TP": 55188, + "n_pred": 63542, + "n_ref": 254250 + }, + "8": { + "Dice": 0.5708249959911037, + "FN": 46182, + "FP": 76932, + "IoU": 0.3994087458778075, + "TN": 96932892, + "TP": 81874, + "n_pred": 158806, + "n_ref": 128056 + }, + "9": { + "Dice": 0.030790339177982688, + "FN": 67054, + "FP": 29016, + "IoU": 0.015635886716668716, + "TN": 97040284, + "TP": 1526, + "n_pred": 30542, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7520439222401138, + "FN": 22423, + "FP": 77206, + "IoU": 0.6026205053546856, + "TN": 130516077, + "TP": 151086, + "n_pred": 228292, + "n_ref": 173509 + }, + "10": { + "Dice": 0.11403772711491726, + "FN": 72321, + "FP": 4235, + "IoU": 0.06046660039517445, + "TN": 130685309, + "TP": 4927, + "n_pred": 9162, + "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": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 25146, + "IoU": 0.0, + "TN": 130680279, + "TP": 0, + "n_pred": 25146, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9016506554853776, + "FN": 23523, + "FP": 6125, + "IoU": 0.8209142746689861, + "TN": 130601240, + "TP": 135904, + "n_pred": 142029, + "n_ref": 159427 + }, + "15": { + "Dice": 0.38309833052771386, + "FN": 16387, + "FP": 23558, + "IoU": 0.2369335982272484, + "TN": 130714444, + "TP": 12403, + "n_pred": 35961, + "n_ref": 28790 + }, + "2": { + "Dice": 0.18808450130013474, + "FN": 147416, + "FP": 15887, + "IoU": 0.1038042344883601, + "TN": 130584574, + "TP": 18915, + "n_pred": 34802, + "n_ref": 166331 + }, + "3": { + "Dice": 0.39076347951114304, + "FN": 64135, + "FP": 253658, + "IoU": 0.24282538616041113, + "TN": 130347083, + "TP": 101916, + "n_pred": 355574, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6025372051528401, + "FN": 14571, + "FP": 5700, + "IoU": 0.431165113929734, + "TN": 130731156, + "TP": 15365, + "n_pred": 21065, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0627750253869588, + "FN": 30289, + "FP": 168, + "IoU": 0.03240461289195285, + "TN": 130735315, + "TP": 1020, + "n_pred": 1188, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7564491022764919, + "FN": 336989, + "FP": 307019, + "IoU": 0.6082976608848714, + "TN": 129122666, + "TP": 1000118, + "n_pred": 1307137, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.33834873295638734, + "FN": 351095, + "FP": 18336, + "IoU": 0.20362198715641025, + "TN": 130302903, + "TP": 94458, + "n_pred": 112794, + "n_ref": 445553 + }, + "8": { + "Dice": 0.4684150842709121, + "FN": 145952, + "FP": 45308, + "IoU": 0.3058368357251221, + "TN": 130491266, + "TP": 84266, + "n_pred": 129574, + "n_ref": 230218 + }, + "9": { + "Dice": 0.002230313196972874, + "FN": 101912, + "FP": 2772, + "IoU": 0.0011164015610538067, + "TN": 130661991, + "TP": 117, + "n_pred": 2889, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3734992037297759, + "FN": 119931, + "FP": 151513, + "IoU": 0.22963358185022575, + "TN": 71883651, + "TP": 80913, + "n_pred": 232426, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0006562071228300424, + "FN": 62641, + "FP": 4367, + "IoU": 0.00032821124869461435, + "TN": 72168978, + "TP": 22, + "n_pred": 4389, + "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": 0.0, + "FN": 70438, + "FP": 164, + "IoU": 0.0, + "TN": 72165406, + "TP": 0, + "n_pred": 164, + "n_ref": 70438 + }, + "14": { + "Dice": 0.10295565670944763, + "FN": 64696, + "FP": 94733, + "IoU": 0.054271613140504694, + "TN": 72067430, + "TP": 9149, + "n_pred": 103882, + "n_ref": 73845 + }, + "15": { + "Dice": 0.19751818570817287, + "FN": 24854, + "FP": 3277, + "IoU": 0.10958123634982433, + "TN": 72204415, + "TP": 3462, + "n_pred": 6739, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2748232447351507, + "FN": 90951, + "FP": 100851, + "IoU": 0.15930149991672, + "TN": 72007862, + "TP": 36344, + "n_pred": 137195, + "n_ref": 127295 + }, + "3": { + "Dice": 0.23164345687820914, + "FN": 131884, + "FP": 109340, + "IoU": 0.1309936380076805, + "TN": 71958422, + "TP": 36362, + "n_pred": 145702, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 127370, + "IoU": 0.0, + "TN": 72108638, + "TP": 0, + "n_pred": 127370, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 5, + "IoU": 0.0, + "TN": 72227776, + "TP": 0, + "n_pred": 5, + "n_ref": 8227 + }, + "6": { + "Dice": 0.47749686409275754, + "FN": 517490, + "FP": 1658560, + "IoU": 0.3136261941478515, + "TN": 69065651, + "TP": 994307, + "n_pred": 2652867, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.08089789026315664, + "FN": 322301, + "FP": 63073, + "IoU": 0.04215403122778587, + "TN": 71833674, + "TP": 16960, + "n_pred": 80033, + "n_ref": 339261 + }, + "8": { + "Dice": 0.6665680582775579, + "FN": 22514, + "FP": 22571, + "IoU": 0.49988907376594566, + "TN": 72145858, + "TP": 45065, + "n_pred": 67636, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 18534, + "IoU": 0.0, + "TN": 72167854, + "TP": 0, + "n_pred": 18534, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0005872783758229238, + "FN": 88942, + "FP": 81235, + "IoU": 0.0002937254372103133, + "TN": 52382893, + "TP": 50, + "n_pred": 81285, + "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": 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": 0.0, + "FN": 21615, + "FP": 240, + "IoU": 0.0, + "TN": 52531265, + "TP": 0, + "n_pred": 240, + "n_ref": 21615 + }, + "14": { + "Dice": 0.002795412828587306, + "FN": 55754, + "FP": 3463, + "IoU": 0.0013996627318718382, + "TN": 52493820, + "TP": 83, + "n_pred": 3546, + "n_ref": 55837 + }, + "15": { + "Dice": 0.08735736416534422, + "FN": 24113, + "FP": 41, + "IoU": 0.045673646779928884, + "TN": 52527810, + "TP": 1156, + "n_pred": 1197, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 7526, + "IoU": 0.0, + "TN": 52410518, + "TP": 0, + "n_pred": 7526, + "n_ref": 135076 + }, + "3": { + "Dice": 0.347679618488379, + "FN": 102120, + "FP": 51628, + "IoU": 0.2104190097626861, + "TN": 52358399, + "TP": 40973, + "n_pred": 92601, + "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": 0.6576501934379301, + "FN": 246960, + "FP": 300533, + "IoU": 0.4899246010414056, + "TN": 51479763, + "TP": 525864, + "n_pred": 826397, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0786937506456961, + "FN": 185066, + "FP": 2207, + "IoU": 0.04095846285418726, + "TN": 52357849, + "TP": 7998, + "n_pred": 10205, + "n_ref": 193064 + }, + "8": { + "Dice": 0.4967956407005038, + "FN": 37788, + "FP": 6261, + "IoU": 0.33049108567780766, + "TN": 52487327, + "TP": 21744, + "n_pred": 28005, + "n_ref": 59532 + }, + "9": { + "Dice": 0.0, + "FN": 78090, + "FP": 2049, + "IoU": 0.0, + "TN": 52472981, + "TP": 0, + "n_pred": 2049, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.683943491403095, + "FN": 82632, + "FP": 111537, + "IoU": 0.5196915838608417, + "TN": 143732991, + "TP": 210090, + "n_pred": 321627, + "n_ref": 292722 + }, + "10": { + "Dice": 0.002320138804825889, + "FN": 98164, + "FP": 738, + "IoU": 0.0011614167264207156, + "TN": 144038233, + "TP": 115, + "n_pred": 853, + "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": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.108092527203286, + "FN": 98301, + "FP": 715, + "IoU": 0.05713415098651634, + "TN": 144032234, + "TP": 6000, + "n_pred": 6715, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7000566786321557, + "FN": 187768, + "FP": 2744, + "IoU": 0.5385286166904049, + "TN": 143724414, + "TP": 222324, + "n_pred": 225068, + "n_ref": 410092 + }, + "15": { + "Dice": 0.49856432739510326, + "FN": 6518, + "FP": 25964, + "IoU": 0.3320584001645075, + "TN": 144088620, + "TP": 16148, + "n_pred": 42112, + "n_ref": 22666 + }, + "2": { + "Dice": 0.028170075417433296, + "FN": 135794, + "FP": 18967, + "IoU": 0.014286260222669486, + "TN": 143980246, + "TP": 2243, + "n_pred": 21210, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5847472845763939, + "FN": 22784, + "FP": 192265, + "IoU": 0.41317517232346057, + "TN": 143770788, + "TP": 151413, + "n_pred": 343678, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7673631547969394, + "FN": 4235, + "FP": 24223, + "IoU": 0.6225379013966814, + "TN": 144061857, + "TP": 46935, + "n_pred": 71158, + "n_ref": 51170 + }, + "5": { + "Dice": 0.04129079130592723, + "FN": 31450, + "FP": 220, + "IoU": 0.02108061325420376, + "TN": 144104898, + "TP": 682, + "n_pred": 902, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7027776101934191, + "FN": 193707, + "FP": 791609, + "IoU": 0.5417556894760389, + "TN": 141987052, + "TP": 1164882, + "n_pred": 1956491, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.10742102151505026, + "FN": 232345, + "FP": 45447, + "IoU": 0.05675906936314124, + "TN": 143842742, + "TP": 16716, + "n_pred": 62163, + "n_ref": 249061 + }, + "8": { + "Dice": 0.48136097519013477, + "FN": 133989, + "FP": 71001, + "IoU": 0.31696865899412896, + "TN": 143837132, + "TP": 95128, + "n_pred": 166129, + "n_ref": 229117 + }, + "9": { + "Dice": 0.0, + "FN": 94460, + "FP": 22, + "IoU": 0.0, + "TN": 144042768, + "TP": 0, + "n_pred": 22, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6973148722793104, + "FN": 87047, + "FP": 23177, + "IoU": 0.5352904224057609, + "TN": 111541731, + "TP": 126965, + "n_pred": 150142, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0, + "FN": 46002, + "FP": 2, + "IoU": 0.0, + "TN": 111732916, + "TP": 0, + "n_pred": 2, + "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": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.034708044099632504, + "FN": 52008, + "FP": 0, + "IoU": 0.017660502804903385, + "TN": 111725977, + "TP": 935, + "n_pred": 935, + "n_ref": 52943 + }, + "14": { + "Dice": 0.754467547997077, + "FN": 12477, + "FP": 39267, + "IoU": 0.605738972745213, + "TN": 111647677, + "TP": 79499, + "n_pred": 118766, + "n_ref": 91976 + }, + "15": { + "Dice": 0.14954497354497354, + "FN": 7199, + "FP": 32985, + "IoU": 0.08081524349795274, + "TN": 111735203, + "TP": 3533, + "n_pred": 36518, + "n_ref": 10732 + }, + "2": { + "Dice": 0.030458559639839906, + "FN": 203048, + "FP": 4557, + "IoU": 0.01546479754915444, + "TN": 111568054, + "TP": 3261, + "n_pred": 7818, + "n_ref": 206309 + }, + "3": { + "Dice": 0.06863229561302367, + "FN": 51564, + "FP": 270733, + "IoU": 0.035535592449397316, + "TN": 111444748, + "TP": 11875, + "n_pred": 282608, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8101357093193933, + "FN": 2949, + "FP": 4424, + "IoU": 0.6808639570618534, + "TN": 111755817, + "TP": 15730, + "n_pred": 20154, + "n_ref": 18679 + }, + "5": { + "Dice": 0.028392916558837664, + "FN": 26032, + "FP": 249, + "IoU": 0.014400900056253515, + "TN": 111752255, + "TP": 384, + "n_pred": 633, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7876052403906698, + "FN": 368550, + "FP": 98635, + "IoU": 0.6496277174972777, + "TN": 110445524, + "TP": 866211, + "n_pred": 964846, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.050315550831336216, + "FN": 231978, + "FP": 10145, + "IoU": 0.0258070226968218, + "TN": 111530383, + "TP": 6414, + "n_pred": 16559, + "n_ref": 238392 + }, + "8": { + "Dice": 0.18235801486199577, + "FN": 244264, + "FP": 51500, + "IoU": 0.10032669599021737, + "TN": 111450174, + "TP": 32982, + "n_pred": 84482, + "n_ref": 277246 + }, + "9": { + "Dice": 0.07762281577054278, + "FN": 76994, + "FP": 2502, + "IoU": 0.04037855651187214, + "TN": 111696079, + "TP": 3345, + "n_pred": 5847, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14145209776499804, + "FN": 152417, + "FP": 5233, + "IoU": 0.07610893299811881, + "TN": 198917238, + "TP": 12987, + "n_pred": 18220, + "n_ref": 165404 + }, + "10": { + "Dice": 0.003372470647014739, + "FN": 63019, + "FP": 813, + "IoU": 0.0016890835157960587, + "TN": 199023935, + "TP": 108, + "n_pred": 921, + "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": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.30774513544448684, + "FN": 34849, + "FP": 19583, + "IoU": 0.18185507507778328, + "TN": 199021344, + "TP": 12099, + "n_pred": 31682, + "n_ref": 46948 + }, + "15": { + "Dice": 0.2809944004514365, + "FN": 115909, + "FP": 40, + "IoU": 0.1634633421352611, + "TN": 198949269, + "TP": 22657, + "n_pred": 22697, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 2631, + "IoU": 0.0, + "TN": 198955666, + "TP": 0, + "n_pred": 2631, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5127131319174394, + "FN": 16280, + "FP": 216667, + "IoU": 0.34473049074818984, + "TN": 198732377, + "TP": 122551, + "n_pred": 339218, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.012115925172046137, + "FN": 19943, + "FP": 441, + "IoU": 0.006094885172363352, + "TN": 199067366, + "TP": 125, + "n_pred": 566, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6932946628171973, + "FN": 261225, + "FP": 529573, + "IoU": 0.5305669481016347, + "TN": 197403294, + "TP": 893783, + "n_pred": 1423356, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.023398068399082768, + "FN": 154273, + "FP": 4584, + "IoU": 0.011837521771584971, + "TN": 198927115, + "TP": 1903, + "n_pred": 6487, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5992420778672669, + "FN": 50202, + "FP": 40956, + "IoU": 0.42779845710591236, + "TN": 198928564, + "TP": 68153, + "n_pred": 109109, + "n_ref": 118355 + }, + "9": { + "Dice": 0.030447351840183833, + "FN": 101756, + "FP": 2882, + "IoU": 0.015459019015628381, + "TN": 198981594, + "TP": 1643, + "n_pred": 4525, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6856886103366437, + "FN": 35584, + "FP": 100824, + "IoU": 0.5217094029081448, + "TN": 130789993, + "TP": 148791, + "n_pred": 249615, + "n_ref": 184375 + }, + "10": { + "Dice": 0.30504762534102386, + "FN": 66564, + "FP": 7053, + "IoU": 0.17997415732840244, + "TN": 130985418, + "TP": 16157, + "n_pred": 23210, + "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": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.0, + "FN": 90158, + "FP": 2733, + "IoU": 0.0, + "TN": 130982301, + "TP": 0, + "n_pred": 2733, + "n_ref": 90158 + }, + "14": { + "Dice": 0.15349437189659132, + "FN": 34897, + "FP": 204626, + "IoU": 0.08312694505797373, + "TN": 130813953, + "TP": 21716, + "n_pred": 226342, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5711884152006252, + "FN": 8212, + "FP": 20867, + "IoU": 0.3997646864550221, + "TN": 131026746, + "TP": 19367, + "n_pred": 40234, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5027282505948695, + "FN": 83140, + "FP": 69418, + "IoU": 0.3357628638853331, + "TN": 130845518, + "TP": 77116, + "n_pred": 146534, + "n_ref": 160256 + }, + "3": { + "Dice": 0.4646966843577013, + "FN": 88284, + "FP": 146219, + "IoU": 0.3026741879752237, + "TN": 130738903, + "TP": 101786, + "n_pred": 248005, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5834731627748401, + "FN": 29440, + "FP": 32867, + "IoU": 0.41190406524016726, + "TN": 130969245, + "TP": 43640, + "n_pred": 76507, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6953569016280228, + "FN": 184709, + "FP": 939704, + "IoU": 0.5329863029174312, + "TN": 128667526, + "TP": 1283253, + "n_pred": 2222957, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.16812503341471674, + "FN": 701699, + "FP": 45165, + "IoU": 0.0917775702389291, + "TN": 130252856, + "TP": 75472, + "n_pred": 120637, + "n_ref": 777171 + }, + "8": { + "Dice": 0.5675164301561388, + "FN": 60400, + "FP": 42916, + "IoU": 0.3961765720063354, + "TN": 130904089, + "TP": 67787, + "n_pred": 110703, + "n_ref": 128187 + }, + "9": { + "Dice": 0.01834286073245807, + "FN": 64813, + "FP": 13322, + "IoU": 0.009256324098142395, + "TN": 130996327, + "TP": 730, + "n_pred": 14052, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7133929863089069, + "FN": 65133, + "FP": 55718, + "IoU": 0.554476214351019, + "TN": 101345944, + "TP": 150405, + "n_pred": 206123, + "n_ref": 215538 + }, + "10": { + "Dice": 0.19503298276714337, + "FN": 40102, + "FP": 7123, + "IoU": 0.10805348845994031, + "TN": 101564254, + "TP": 5721, + "n_pred": 12844, + "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": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.0, + "FN": 60084, + "FP": 0, + "IoU": 0.0, + "TN": 101557116, + "TP": 0, + "n_pred": 0, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7996216599668953, + "FN": 11046, + "FP": 14376, + "IoU": 0.666141360018911, + "TN": 101541054, + "TP": 50724, + "n_pred": 65100, + "n_ref": 61770 + }, + "15": { + "Dice": 0.4938047686977787, + "FN": 9035, + "FP": 40643, + "IoU": 0.3278491117455249, + "TN": 101543291, + "TP": 24231, + "n_pred": 64874, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 12390, + "IoU": 0.0, + "TN": 101432467, + "TP": 0, + "n_pred": 12390, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5702069526690717, + "FN": 20209, + "FP": 210084, + "IoU": 0.3988038364947345, + "TN": 101234142, + "TP": 152765, + "n_pred": 362849, + "n_ref": 172974 + }, + "4": { + "Dice": 0.05571894223463961, + "FN": 11666, + "FP": 142452, + "IoU": 0.028657864053193836, + "TN": 101458535, + "TP": 4547, + "n_pred": 146999, + "n_ref": 16213 + }, + "5": { + "Dice": 0.04298040221958495, + "FN": 29701, + "FP": 136, + "IoU": 0.02196217261612089, + "TN": 101586693, + "TP": 670, + "n_pred": 806, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7575344271538261, + "FN": 372882, + "FP": 370210, + "IoU": 0.6097025492774876, + "TN": 99713288, + "TP": 1160820, + "n_pred": 1531030, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.16402346432779488, + "FN": 388784, + "FP": 9247, + "IoU": 0.08933854062995476, + "TN": 101180121, + "TP": 39048, + "n_pred": 48295, + "n_ref": 427832 + }, + "8": { + "Dice": 0.3880005241893885, + "FN": 162366, + "FP": 57127, + "IoU": 0.24069519253055477, + "TN": 101328129, + "TP": 69578, + "n_pred": 126705, + "n_ref": 231944 + }, + "9": { + "Dice": 0.011035848395938228, + "FN": 80541, + "FP": 1366, + "IoU": 0.005548540624544704, + "TN": 101534836, + "TP": 457, + "n_pred": 1823, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2783685091995905, + "FN": 176103, + "FP": 7882, + "IoU": 0.16168878804033335, + "TN": 118962741, + "TP": 35486, + "n_pred": 43368, + "n_ref": 211589 + }, + "10": { + "Dice": 0.07274804799085888, + "FN": 77692, + "FP": 212, + "IoU": 0.03774703557312253, + "TN": 119101252, + "TP": 3056, + "n_pred": 3268, + "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": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.05995469332833711, + "FN": 31315, + "FP": 23876, + "IoU": 0.030903759372091798, + "TN": 119125261, + "TP": 1760, + "n_pred": 25636, + "n_ref": 33075 + }, + "14": { + "Dice": 0.06717506850219537, + "FN": 60780, + "FP": 80501, + "IoU": 0.034754864451246176, + "TN": 119035844, + "TP": 5087, + "n_pred": 85588, + "n_ref": 65867 + }, + "15": { + "Dice": 0.09230904611052446, + "FN": 19671, + "FP": 959, + "IoU": 0.04838784076756308, + "TN": 119160533, + "TP": 1049, + "n_pred": 2008, + "n_ref": 20720 + }, + "2": { + "Dice": 0.41862037281688363, + "FN": 105555, + "FP": 138682, + "IoU": 0.26471845572120134, + "TN": 118850044, + "TP": 87931, + "n_pred": 226613, + "n_ref": 193486 + }, + "3": { + "Dice": 0.07881261267239567, + "FN": 186311, + "FP": 63562, + "IoU": 0.04102286595896562, + "TN": 118921650, + "TP": 10689, + "n_pred": 74251, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5267236771779797, + "FN": 21656, + "FP": 17306, + "IoU": 0.3575185924179213, + "TN": 119121569, + "TP": 21681, + "n_pred": 38987, + "n_ref": 43337 + }, + "5": { + "Dice": 0.03481925038811266, + "FN": 17408, + "FP": 0, + "IoU": 0.017718090508971898, + "TN": 119164490, + "TP": 314, + "n_pred": 314, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8233326802546278, + "FN": 270200, + "FP": 360099, + "IoU": 0.6997157704973016, + "TN": 117083204, + "TP": 1468709, + "n_pred": 1828808, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.11012054021842384, + "FN": 278962, + "FP": 22684, + "IoU": 0.058268552339920704, + "TN": 118861902, + "TP": 18664, + "n_pred": 41348, + "n_ref": 297626 + }, + "8": { + "Dice": 0.6285197535748601, + "FN": 26562, + "FP": 39164, + "IoU": 0.45827838586311487, + "TN": 119060884, + "TP": 55602, + "n_pred": 94766, + "n_ref": 82164 + }, + "9": { + "Dice": 0.1700406444346506, + "FN": 76840, + "FP": 7903, + "IoU": 0.09292044870697037, + "TN": 119088788, + "TP": 8681, + "n_pred": 16584, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49618, + "IoU": 0.0, + "TN": 61282862, + "TP": 0, + "n_pred": 49618, + "n_ref": 0 + }, + "10": { + "Dice": 0.08400834262986856, + "FN": 32696, + "FP": 5074, + "IoU": 0.04384588122120399, + "TN": 61292978, + "TP": 1732, + "n_pred": 6806, + "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": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.068087273962136, + "FN": 50691, + "FP": 4194, + "IoU": 0.03524345227632273, + "TN": 61275590, + "TP": 2005, + "n_pred": 6199, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5656567248466701, + "FN": 162899, + "FP": 2462, + "IoU": 0.3943663519363605, + "TN": 61059442, + "TP": 107677, + "n_pred": 110139, + "n_ref": 270576 + }, + "15": { + "Dice": 0.27678362974661813, + "FN": 78074, + "FP": 27248, + "IoU": 0.16062035767796232, + "TN": 61207004, + "TP": 20154, + "n_pred": 47402, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3798005336636561, + "FN": 116177, + "FP": 30022, + "IoU": 0.23441591085230723, + "TN": 61141516, + "TP": 44765, + "n_pred": 74787, + "n_ref": 160942 + }, + "3": { + "Dice": 0.3281192265057273, + "FN": 84689, + "FP": 95326, + "IoU": 0.1962575512008251, + "TN": 61108509, + "TP": 43956, + "n_pred": 139282, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5541375872382851, + "FN": 14399, + "FP": 30321, + "IoU": 0.3832574817266584, + "TN": 61259970, + "TP": 27790, + "n_pred": 58111, + "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": 0.7924585174705502, + "FN": 146590, + "FP": 408367, + "IoU": 0.65625780061036, + "TN": 59718023, + "TP": 1059500, + "n_pred": 1467867, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.05686298888138965, + "FN": 197824, + "FP": 14578, + "IoU": 0.02926349946299216, + "TN": 61113675, + "TP": 6403, + "n_pred": 20981, + "n_ref": 204227 + }, + "8": { + "Dice": 0.4101431964892032, + "FN": 51652, + "FP": 36252, + "IoU": 0.25797492930401383, + "TN": 61214015, + "TP": 30561, + "n_pred": 66813, + "n_ref": 82213 + }, + "9": { + "Dice": 0.31954127122670173, + "FN": 48913, + "FP": 12676, + "IoU": 0.19015121630506246, + "TN": 61256430, + "TP": 14461, + "n_pred": 27137, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.774749614487054, + "FN": 54818, + "FP": 16319, + "IoU": 0.632319421113839, + "TN": 148914025, + "TP": 122338, + "n_pred": 138657, + "n_ref": 177156 + }, + "10": { + "Dice": 0.00291437987716025, + "FN": 72695, + "FP": 520, + "IoU": 0.0014593164398134257, + "TN": 149034178, + "TP": 107, + "n_pred": 627, + "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": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0033255736614566014, + "FN": 84217, + "FP": 5693, + "IoU": 0.0016655562958027982, + "TN": 149017440, + "TP": 150, + "n_pred": 5843, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6005102418102493, + "FN": 11859, + "FP": 96187, + "IoU": 0.42909227330610344, + "TN": 148918247, + "TP": 81207, + "n_pred": 177394, + "n_ref": 93066 + }, + "15": { + "Dice": 0.2652266165779679, + "FN": 30418, + "FP": 11830, + "IoU": 0.15288833637439095, + "TN": 149057627, + "TP": 7625, + "n_pred": 19455, + "n_ref": 38043 + }, + "2": { + "Dice": 0.04862036654425245, + "FN": 152827, + "FP": 10640, + "IoU": 0.024915893202261934, + "TN": 148939856, + "TP": 4177, + "n_pred": 14817, + "n_ref": 157004 + }, + "3": { + "Dice": 0.12392760008792449, + "FN": 41199, + "FP": 225834, + "IoU": 0.06605693900391718, + "TN": 148821580, + "TP": 18887, + "n_pred": 244721, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7679229558292434, + "FN": 5101, + "FP": 7430, + "IoU": 0.6232751104831193, + "TN": 149074237, + "TP": 20732, + "n_pred": 28162, + "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": 0.6877244040265008, + "FN": 293632, + "FP": 444165, + "IoU": 0.5240701009274801, + "TN": 147557278, + "TP": 812425, + "n_pred": 1256590, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.006401701410943555, + "FN": 274236, + "FP": 4208, + "IoU": 0.0032111290501573345, + "TN": 148828159, + "TP": 897, + "n_pred": 5105, + "n_ref": 275133 + }, + "8": { + "Dice": 0.2856337285740992, + "FN": 182466, + "FP": 50631, + "IoU": 0.1666118456335047, + "TN": 148827802, + "TP": 46601, + "n_pred": 97232, + "n_ref": 229067 + }, + "9": { + "Dice": 0.3775272161741835, + "FN": 64183, + "FP": 12665, + "IoU": 0.23268631679846632, + "TN": 149007348, + "TP": 23304, + "n_pred": 35969, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0017458507393123947, + "FN": 514647, + "FP": 7966, + "IoU": 0.0008736880341063337, + "TN": 100189730, + "TP": 457, + "n_pred": 8423, + "n_ref": 515104 + }, + "10": { + "Dice": 0.0, + "FN": 38471, + "FP": 2357, + "IoU": 0.0, + "TN": 100671972, + "TP": 0, + "n_pred": 2357, + "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": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 27425, + "IoU": 0.0, + "TN": 100646220, + "TP": 0, + "n_pred": 27425, + "n_ref": 39155 + }, + "14": { + "Dice": 0.39377552407463223, + "FN": 87267, + "FP": 117883, + "IoU": 0.24515597288963786, + "TN": 100441022, + "TP": 66628, + "n_pred": 184511, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7119826612000677, + "FN": 30058, + "FP": 22699, + "IoU": 0.5527741279192981, + "TN": 100594835, + "TP": 65208, + "n_pred": 87907, + "n_ref": 95266 + }, + "2": { + "Dice": 0.07553392949128925, + "FN": 222965, + "FP": 26492, + "IoU": 0.03924929134828691, + "TN": 100453152, + "TP": 10191, + "n_pred": 36683, + "n_ref": 233156 + }, + "3": { + "Dice": 0.09863113319748196, + "FN": 210925, + "FP": 27049, + "IoU": 0.05187374997011881, + "TN": 100461806, + "TP": 13020, + "n_pred": 40069, + "n_ref": 223945 + }, + "4": { + "Dice": 0.20830070477682067, + "FN": 47677, + "FP": 28148, + "IoU": 0.11625874125874126, + "TN": 100627000, + "TP": 9975, + "n_pred": 38123, + "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": 0.4002838523934726, + "FN": 1346482, + "FP": 845733, + "IoU": 0.2502217990312667, + "TN": 97788982, + "TP": 731603, + "n_pred": 1577336, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.027962247171519492, + "FN": 169719, + "FP": 9586, + "IoU": 0.014179367069120978, + "TN": 100530916, + "TP": 2579, + "n_pred": 12165, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6636461833893423, + "FN": 39646, + "FP": 27614, + "IoU": 0.49660963671471553, + "TN": 100579186, + "TP": 66354, + "n_pred": 93968, + "n_ref": 106000 + }, + "9": { + "Dice": 0.379633799413464, + "FN": 67292, + "FP": 45668, + "IoU": 0.23428889054588098, + "TN": 100565277, + "TP": 34563, + "n_pred": 80231, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3842817176150509, + "FN": 55376, + "FP": 16591, + "IoU": 0.23783955520254169, + "TN": 78856275, + "TP": 22458, + "n_pred": 39049, + "n_ref": 77834 + }, + "10": { + "Dice": 0.0, + "FN": 38944, + "FP": 0, + "IoU": 0.0, + "TN": 78911756, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.22267796773108167, + "FN": 20320, + "FP": 28195, + "IoU": 0.1252884754074715, + "TN": 78895236, + "TP": 6949, + "n_pred": 35144, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6927455393547967, + "FN": 16644, + "FP": 21034, + "IoU": 0.5299240203111549, + "TN": 78870547, + "TP": 42475, + "n_pred": 63509, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0027926368785399624, + "FN": 99979, + "FP": 1433, + "IoU": 0.0013982708706697915, + "TN": 78849146, + "TP": 142, + "n_pred": 1575, + "n_ref": 100121 + }, + "3": { + "Dice": 0.2666198056243014, + "FN": 57367, + "FP": 92874, + "IoU": 0.15381496020861612, + "TN": 78773149, + "TP": 27310, + "n_pred": 120184, + "n_ref": 84677 + }, + "4": { + "Dice": 0.42013056221689316, + "FN": 10821, + "FP": 6589, + "IoU": 0.26592739385251085, + "TN": 78926983, + "TP": 6307, + "n_pred": 12896, + "n_ref": 17128 + }, + "5": { + "Dice": 0.004784143979952159, + "FN": 34714, + "FP": 234, + "IoU": 0.0023978077186572275, + "TN": 78915668, + "TP": 84, + "n_pred": 318, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7409777187568379, + "FN": 265170, + "FP": 43791, + "IoU": 0.5885342378732126, + "TN": 78199821, + "TP": 441918, + "n_pred": 485709, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 854, + "IoU": 0.0, + "TN": 78228733, + "TP": 0, + "n_pred": 854, + "n_ref": 721113 + }, + "8": { + "Dice": 0.2129301994337466, + "FN": 288353, + "FP": 27724, + "IoU": 0.1191504659562135, + "TN": 78591868, + "TP": 42755, + "n_pred": 70479, + "n_ref": 331108 + }, + "9": { + "Dice": 0.1530184910766059, + "FN": 52298, + "FP": 286, + "IoU": 0.08284787386193183, + "TN": 78893366, + "TP": 4750, + "n_pred": 5036, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7454723791085155, + "FN": 31917, + "FP": 47489, + "IoU": 0.5942255608360162, + "TN": 104808750, + "TP": 116284, + "n_pred": 163773, + "n_ref": 148201 + }, + "10": { + "Dice": 0.0, + "FN": 87234, + "FP": 427, + "IoU": 0.0, + "TN": 104916779, + "TP": 0, + "n_pred": 427, + "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": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.0, + "FN": 77818, + "FP": 2349, + "IoU": 0.0, + "TN": 104924273, + "TP": 0, + "n_pred": 2349, + "n_ref": 77818 + }, + "14": { + "Dice": 0.922862634760565, + "FN": 3826, + "FP": 7250, + "IoU": 0.8567733926447008, + "TN": 104927108, + "TP": 66256, + "n_pred": 73506, + "n_ref": 70082 + }, + "15": { + "Dice": 0.40000838943769795, + "FN": 14824, + "FP": 13783, + "IoU": 0.25000655428256824, + "TN": 104966297, + "TP": 9536, + "n_pred": 23319, + "n_ref": 24360 + }, + "2": { + "Dice": 0.035497615328326994, + "FN": 167330, + "FP": 18519, + "IoU": 0.01806952010102024, + "TN": 104815171, + "TP": 3420, + "n_pred": 21939, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5142103364196893, + "FN": 41666, + "FP": 169721, + "IoU": 0.34608555236586813, + "TN": 104681176, + "TP": 111877, + "n_pred": 281598, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27773, + "IoU": 0.0, + "TN": 104976667, + "TP": 0, + "n_pred": 27773, + "n_ref": 0 + }, + "5": { + "Dice": 0.010776071927034309, + "FN": 29914, + "FP": 563, + "IoU": 0.005417224162125118, + "TN": 104973797, + "TP": 166, + "n_pred": 729, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7175794072629609, + "FN": 192269, + "FP": 629201, + "IoU": 0.55955075216895, + "TN": 103139367, + "TP": 1043603, + "n_pred": 1672804, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.4698924731182796, + "FN": 154054, + "FP": 17510, + "IoU": 0.3070976809557273, + "TN": 104756838, + "TP": 76038, + "n_pred": 93548, + "n_ref": 230092 + }, + "8": { + "Dice": 0.39287945263869595, + "FN": 259259, + "FP": 71187, + "IoU": 0.24446171961633875, + "TN": 104567075, + "TP": 106919, + "n_pred": 178106, + "n_ref": 366178 + }, + "9": { + "Dice": 0.10102064943253468, + "FN": 88427, + "FP": 2823, + "IoU": 0.05319733961422331, + "TN": 104908063, + "TP": 5127, + "n_pred": 7950, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5523368329767799, + "FN": 244879, + "FP": 35941, + "IoU": 0.38153684196616755, + "TN": 177222227, + "TP": 173241, + "n_pred": 209182, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0, + "FN": 71961, + "FP": 2618, + "IoU": 0.0, + "TN": 177601709, + "TP": 0, + "n_pred": 2618, + "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": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.0, + "FN": 77083, + "FP": 150, + "IoU": 0.0, + "TN": 177599055, + "TP": 0, + "n_pred": 150, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8663712827684509, + "FN": 11816, + "FP": 8059, + "IoU": 0.7642460618713228, + "TN": 177591984, + "TP": 64429, + "n_pred": 72488, + "n_ref": 76245 + }, + "15": { + "Dice": 0.09459571987675909, + "FN": 20897, + "FP": 22595, + "IoU": 0.04964600996416397, + "TN": 177630524, + "TP": 2272, + "n_pred": 24867, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 4381, + "IoU": 0.0, + "TN": 177457541, + "TP": 0, + "n_pred": 4381, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5634106836594721, + "FN": 29816, + "FP": 244855, + "IoU": 0.3921863244080549, + "TN": 177224388, + "TP": 177229, + "n_pred": 422084, + "n_ref": 207045 + }, + "4": { + "Dice": 0.34961877445427303, + "FN": 12675, + "FP": 68276, + "IoU": 0.21184122131458782, + "TN": 177573579, + "TP": 21758, + "n_pred": 90034, + "n_ref": 34433 + }, + "5": { + "Dice": 0.02607502287282708, + "FN": 30725, + "FP": 3339, + "IoU": 0.01320973348783314, + "TN": 177641768, + "TP": 456, + "n_pred": 3795, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7267651973845688, + "FN": 367996, + "FP": 712937, + "IoU": 0.5708021771724077, + "TN": 175157792, + "TP": 1437563, + "n_pred": 2150500, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.3224192143046558, + "FN": 283078, + "FP": 74644, + "IoU": 0.19219295848754941, + "TN": 177233457, + "TP": 85109, + "n_pred": 159753, + "n_ref": 368187 + }, + "8": { + "Dice": 0.5636566600350837, + "FN": 91642, + "FP": 75265, + "IoU": 0.3924247388154781, + "TN": 177401578, + "TP": 107803, + "n_pred": 183068, + "n_ref": 199445 + }, + "9": { + "Dice": 0.00019154406618584194, + "FN": 135211, + "FP": 502, + "IoU": 9.578120625377599e-05, + "TN": 177540562, + "TP": 13, + "n_pred": 515, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.764584889764906, + "FN": 66810, + "FP": 7241, + "IoU": 0.6188890547238076, + "TN": 193811232, + "TP": 120252, + "n_pred": 127493, + "n_ref": 187062 + }, + "10": { + "Dice": 0.0, + "FN": 87046, + "FP": 0, + "IoU": 0.0, + "TN": 193918489, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.14695114253250852, + "FN": 61057, + "FP": 6513, + "IoU": 0.07930235726938276, + "TN": 193932145, + "TP": 5820, + "n_pred": 12333, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7495389117286431, + "FN": 3157, + "FP": 45459, + "IoU": 0.5994100246372394, + "TN": 193884174, + "TP": 72745, + "n_pred": 118204, + "n_ref": 75902 + }, + "15": { + "Dice": 0.33501625002555036, + "FN": 12771, + "FP": 19762, + "IoU": 0.20121292476920055, + "TN": 193964807, + "TP": 8195, + "n_pred": 27957, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0024509644153863203, + "FN": 138711, + "FP": 14322, + "IoU": 0.0012269858570300417, + "TN": 193852314, + "TP": 188, + "n_pred": 14510, + "n_ref": 138899 + }, + "3": { + "Dice": 0.35585635211062117, + "FN": 74798, + "FP": 141537, + "IoU": 0.21643872332410935, + "TN": 193729443, + "TP": 59757, + "n_pred": 201294, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6956999826378841, + "FN": 9008, + "FP": 1508, + "IoU": 0.5333895372054843, + "TN": 193982998, + "TP": 12021, + "n_pred": 13529, + "n_ref": 21029 + }, + "5": { + "Dice": 0.004317125818607544, + "FN": 27211, + "FP": 4, + "IoU": 0.0021632323824888173, + "TN": 193978261, + "TP": 59, + "n_pred": 63, + "n_ref": 27270 + }, + "6": { + "Dice": 0.685654996743978, + "FN": 349664, + "FP": 599833, + "IoU": 0.5216704860941438, + "TN": 192020508, + "TP": 1035530, + "n_pred": 1635363, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.04995190533518049, + "FN": 313715, + "FP": 369, + "IoU": 0.02561572992576185, + "TN": 193683194, + "TP": 8257, + "n_pred": 8626, + "n_ref": 321972 + }, + "8": { + "Dice": 0.40067881033124475, + "FN": 170452, + "FP": 41797, + "IoU": 0.2505305456587064, + "TN": 193722336, + "TP": 70950, + "n_pred": 112747, + "n_ref": 241402 + }, + "9": { + "Dice": 0.13314067322737028, + "FN": 90631, + "FP": 10756, + "IoU": 0.07131799987176317, + "TN": 193896362, + "TP": 7786, + "n_pred": 18542, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4309603136828268, + "FN": 66917, + "FP": 58616, + "IoU": 0.2746650179986017, + "TN": 99482731, + "TP": 47536, + "n_pred": 106152, + "n_ref": 114453 + }, + "10": { + "Dice": 0.0, + "FN": 71685, + "FP": 9, + "IoU": 0.0, + "TN": 99584106, + "TP": 0, + "n_pred": 9, + "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": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 1879, + "IoU": 0.0, + "TN": 99608490, + "TP": 0, + "n_pred": 1879, + "n_ref": 45431 + }, + "14": { + "Dice": 0.21109778843591792, + "FN": 41464, + "FP": 53280, + "IoU": 0.11800409607149506, + "TN": 99548380, + "TP": 12676, + "n_pred": 65956, + "n_ref": 54140 + }, + "15": { + "Dice": 0.10413863892293741, + "FN": 32722, + "FP": 57175, + "IoU": 0.05492945901053384, + "TN": 99560678, + "TP": 5225, + "n_pred": 62400, + "n_ref": 37947 + }, + "2": { + "Dice": 0.4183590835761699, + "FN": 49142, + "FP": 133292, + "IoU": 0.26450952250407184, + "TN": 99407756, + "TP": 65610, + "n_pred": 198902, + "n_ref": 114752 + }, + "3": { + "Dice": 0.03291322734217346, + "FN": 120653, + "FP": 64812, + "IoU": 0.016731965157644163, + "TN": 99467179, + "TP": 3156, + "n_pred": 67968, + "n_ref": 123809 + }, + "4": { + "Dice": 0.35285610990600147, + "FN": 12318, + "FP": 11847, + "IoU": 0.21422300263388938, + "TN": 99625047, + "TP": 6588, + "n_pred": 18435, + "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": 0.8811239816254252, + "FN": 223366, + "FP": 81740, + "IoU": 0.7875081484948268, + "TN": 98219952, + "TP": 1130742, + "n_pred": 1212482, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.48373522631636723, + "FN": 100873, + "FP": 40217, + "IoU": 0.3190308412568174, + "TN": 99448610, + "TP": 66100, + "n_pred": 106317, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5508024123479506, + "FN": 36260, + "FP": 69208, + "IoU": 0.3800740610121672, + "TN": 99485670, + "TP": 64662, + "n_pred": 133870, + "n_ref": 100922 + }, + "9": { + "Dice": 0.057248868426675995, + "FN": 92587, + "FP": 4473, + "IoU": 0.02946793724439289, + "TN": 99555793, + "TP": 2947, + "n_pred": 7420, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4052276333885813, + "FN": 303280, + "FP": 118369, + "IoU": 0.25409747614928346, + "TN": 62518233, + "TP": 143638, + "n_pred": 262007, + "n_ref": 446918 + }, + "10": { + "Dice": 0.005994610350327229, + "FN": 70627, + "FP": 1669, + "IoU": 0.0030063160217337344, + "TN": 63011006, + "TP": 218, + "n_pred": 1887, + "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": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 0, + "IoU": 0.0, + "TN": 63037865, + "TP": 0, + "n_pred": 0, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3795, + "IoU": 0.0, + "TN": 63079725, + "TP": 0, + "n_pred": 3795, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 12052, + "IoU": 0.0, + "TN": 62947496, + "TP": 0, + "n_pred": 12052, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5801833832335329, + "FN": 28373, + "FP": 115211, + "IoU": 0.4086326194398682, + "TN": 62840720, + "TP": 99216, + "n_pred": 214427, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 2203, + "IoU": 0.0, + "TN": 63063288, + "TP": 0, + "n_pred": 2203, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 40, + "IoU": 0.0, + "TN": 63066526, + "TP": 0, + "n_pred": 40, + "n_ref": 16954 + }, + "6": { + "Dice": 0.698687817304539, + "FN": 372268, + "FP": 280997, + "IoU": 0.5369102253829042, + "TN": 61672854, + "TP": 757401, + "n_pred": 1038398, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.18449650674826198, + "FN": 140588, + "FP": 1467, + "IoU": 0.1016227770610407, + "TN": 62925396, + "TP": 16069, + "n_pred": 17536, + "n_ref": 156657 + }, + "8": { + "Dice": 0.25304346835817837, + "FN": 89738, + "FP": 41444, + "IoU": 0.14484817668609276, + "TN": 62930118, + "TP": 22220, + "n_pred": 63664, + "n_ref": 111958 + }, + "9": { + "Dice": 0.0, + "FN": 42889, + "FP": 309, + "IoU": 0.0, + "TN": 63040322, + "TP": 0, + "n_pred": 309, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33236113940465956, + "FN": 245598, + "FP": 23144, + "IoU": 0.1993004284428872, + "TN": 109273184, + "TP": 66892, + "n_pred": 90036, + "n_ref": 312490 + }, + "10": { + "Dice": 0.13936688088449656, + "FN": 80327, + "FP": 13550, + "IoU": 0.07490293462622441, + "TN": 109507340, + "TP": 7601, + "n_pred": 21151, + "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": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.0002907504997274214, + "FN": 80767, + "FP": 1754, + "IoU": 0.00014539638689978554, + "TN": 109526285, + "TP": 12, + "n_pred": 1766, + "n_ref": 80779 + }, + "14": { + "Dice": 0.15574485026117635, + "FN": 85571, + "FP": 37426, + "IoU": 0.08444864599306248, + "TN": 109474476, + "TP": 11345, + "n_pred": 48771, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5925825078634805, + "FN": 40428, + "FP": 46356, + "IoU": 0.42104244914841527, + "TN": 109458921, + "TP": 63113, + "n_pred": 109469, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4194886114989476, + "FN": 133541, + "FP": 89315, + "IoU": 0.2654132166024999, + "TN": 109305442, + "TP": 80520, + "n_pred": 169835, + "n_ref": 214061 + }, + "3": { + "Dice": 0.31655804997556386, + "FN": 170227, + "FP": 155606, + "IoU": 0.18804215373804178, + "TN": 109207525, + "TP": 75460, + "n_pred": 231066, + "n_ref": 245687 + }, + "4": { + "Dice": 0.27122956355126976, + "FN": 33020, + "FP": 59786, + "IoU": 0.15689160216577638, + "TN": 109498742, + "TP": 17270, + "n_pred": 77056, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 2, + "IoU": 0.0, + "TN": 109598264, + "TP": 0, + "n_pred": 2, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6895115236313641, + "FN": 139354, + "FP": 861319, + "IoU": 0.5261484828481674, + "TN": 107497032, + "TP": 1111113, + "n_pred": 1972432, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.14388109204621724, + "FN": 1102357, + "FP": 35449, + "IoU": 0.07751717383496416, + "TN": 108375401, + "TP": 95611, + "n_pred": 131060, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.6453438744817495, + "FN": 25911, + "FP": 43891, + "IoU": 0.4763894410729958, + "TN": 109475509, + "TP": 63507, + "n_pred": 107398, + "n_ref": 89418 + }, + "9": { + "Dice": 0.12870280855705113, + "FN": 50009, + "FP": 20289, + "IoU": 0.06877732149953636, + "TN": 109533328, + "TP": 5192, + "n_pred": 25481, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5471856346504859, + "FN": 25500, + "FP": 29574, + "IoU": 0.3766383701188455, + "TN": 66979002, + "TP": 33276, + "n_pred": 62850, + "n_ref": 58776 + }, + "10": { + "Dice": 0.03222102977512666, + "FN": 77505, + "FP": 47, + "IoU": 0.016374313509125733, + "TN": 66988509, + "TP": 1291, + "n_pred": 1338, + "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": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "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": 0.6383471526342456, + "FN": 35789, + "FP": 9180, + "IoU": 0.4688031563031563, + "TN": 66982696, + "TP": 39687, + "n_pred": 48867, + "n_ref": 75476 + }, + "15": { + "Dice": 0.024764903621122505, + "FN": 30489, + "FP": 38268, + "IoU": 0.012537699267557087, + "TN": 66997722, + "TP": 873, + "n_pred": 39141, + "n_ref": 31362 + }, + "2": { + "Dice": 3.968857696607288e-05, + "FN": 146035, + "FP": 5136, + "IoU": 1.984468228663659e-05, + "TN": 66916178, + "TP": 3, + "n_pred": 5139, + "n_ref": 146038 + }, + "3": { + "Dice": 0.62204340235626, + "FN": 25864, + "FP": 137589, + "IoU": 0.4514245248507345, + "TN": 66769393, + "TP": 134506, + "n_pred": 272095, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1374, + "IoU": 0.0, + "TN": 67052939, + "TP": 0, + "n_pred": 1374, + "n_ref": 13039 + }, + "5": { + "Dice": 0.019211659489897316, + "FN": 8834, + "FP": 49, + "IoU": 0.009698996655518394, + "TN": 67058382, + "TP": 87, + "n_pred": 136, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7037965498244488, + "FN": 395113, + "FP": 181261, + "IoU": 0.5429676566044708, + "TN": 65806229, + "TP": 684749, + "n_pred": 866010, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.01701555846973303, + "FN": 348457, + "FP": 15839, + "IoU": 0.008580782639223402, + "TN": 66699903, + "TP": 3153, + "n_pred": 18992, + "n_ref": 351610 + }, + "8": { + "Dice": 0.5761655215802907, + "FN": 45419, + "FP": 13864, + "IoU": 0.4046576553053887, + "TN": 66967774, + "TP": 40295, + "n_pred": 54159, + "n_ref": 85714 + }, + "9": { + "Dice": 0.009822849981370457, + "FN": 76909, + "FP": 10790, + "IoU": 0.004935666144734155, + "TN": 66979218, + "TP": 435, + "n_pred": 11225, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4958308427071446, + "FN": 98097, + "FP": 68905, + "IoU": 0.32963768755870615, + "TN": 74270158, + "TP": 82120, + "n_pred": 151025, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0010256047531475457, + "FN": 56120, + "FP": 374, + "IoU": 0.0005130654777701113, + "TN": 74462757, + "TP": 29, + "n_pred": 403, + "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": 0.0, + "FN": 42890, + "FP": 9698, + "IoU": 0.0, + "TN": 74466692, + "TP": 0, + "n_pred": 9698, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3900433111100297, + "FN": 15895, + "FP": 34241, + "IoU": 0.2422694435208415, + "TN": 74453114, + "TP": 16030, + "n_pred": 50271, + "n_ref": 31925 + }, + "15": { + "Dice": 0.228160931576853, + "FN": 24912, + "FP": 11941, + "IoU": 0.12877068557919621, + "TN": 74476980, + "TP": 5447, + "n_pred": 17388, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 20913, + "IoU": 0.0, + "TN": 74357459, + "TP": 0, + "n_pred": 20913, + "n_ref": 140908 + }, + "3": { + "Dice": 0.3521958403378857, + "FN": 79591, + "FP": 200171, + "IoU": 0.21373646757276316, + "TN": 74163468, + "TP": 76050, + "n_pred": 276221, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 3987, + "IoU": 0.0, + "TN": 74502015, + "TP": 0, + "n_pred": 3987, + "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": 0.7567547094500743, + "FN": 566967, + "FP": 100951, + "IoU": 0.6086930030640522, + "TN": 72812390, + "TP": 1038972, + "n_pred": 1139923, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0, + "FN": 167191, + "FP": 2847, + "IoU": 0.0, + "TN": 74349242, + "TP": 0, + "n_pred": 2847, + "n_ref": 167191 + }, + "8": { + "Dice": 0.0, + "FN": 64379, + "FP": 25022, + "IoU": 0.0, + "TN": 74429879, + "TP": 0, + "n_pred": 25022, + "n_ref": 64379 + }, + "9": { + "Dice": 0.048498752314255815, + "FN": 90448, + "FP": 4116, + "IoU": 0.024852022191515253, + "TN": 74422306, + "TP": 2410, + "n_pred": 6526, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45356557428331895, + "FN": 192304, + "FP": 26043, + "IoU": 0.29329764440100203, + "TN": 65742214, + "TP": 90619, + "n_pred": 116662, + "n_ref": 282923 + }, + "10": { + "Dice": 0.062064043831579915, + "FN": 80837, + "FP": 649, + "IoU": 0.032025848756266184, + "TN": 65966998, + "TP": 2696, + "n_pred": 3345, + "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": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0, + "FN": 47626, + "FP": 0, + "IoU": 0.0, + "TN": 66003554, + "TP": 0, + "n_pred": 0, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6774751786526233, + "FN": 8755, + "FP": 38770, + "IoU": 0.5122589517544309, + "TN": 65953741, + "TP": 49914, + "n_pred": 88684, + "n_ref": 58669 + }, + "15": { + "Dice": 0.573491717077029, + "FN": 5019, + "FP": 24100, + "IoU": 0.4020248069656645, + "TN": 66002484, + "TP": 19577, + "n_pred": 43677, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5094855532064835, + "FN": 71653, + "FP": 67555, + "IoU": 0.3418185944473863, + "TN": 65839676, + "TP": 72296, + "n_pred": 139851, + "n_ref": 143949 + }, + "3": { + "Dice": 0.14903198618421595, + "FN": 138791, + "FP": 67179, + "IoU": 0.08051570047230877, + "TN": 65827174, + "TP": 18036, + "n_pred": 85215, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6453387704904768, + "FN": 9588, + "FP": 12329, + "IoU": 0.4763838784432711, + "TN": 66009323, + "TP": 19940, + "n_pred": 32269, + "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": 0.7269614715064494, + "FN": 131285, + "FP": 538908, + "IoU": 0.5710443598016619, + "TN": 64488797, + "TP": 892190, + "n_pred": 1431098, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.14695799578482158, + "FN": 898855, + "FP": 2923, + "IoU": 0.07930634893895075, + "TN": 65071725, + "TP": 77677, + "n_pred": 80600, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7138061497407653, + "FN": 22717, + "FP": 24258, + "IoU": 0.5549755579976505, + "TN": 65945624, + "TP": 58581, + "n_pred": 82839, + "n_ref": 81298 + }, + "9": { + "Dice": 0.018008050208885754, + "FN": 69141, + "FP": 33813, + "IoU": 0.00908583418352615, + "TN": 65947282, + "TP": 944, + "n_pred": 34757, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.870950163314021, + "FN": 23388, + "FP": 15213, + "IoU": 0.7714009913596551, + "TN": 113303681, + "TP": 130258, + "n_pred": 145471, + "n_ref": 153646 + }, + "10": { + "Dice": 0.0, + "FN": 80566, + "FP": 1999, + "IoU": 0.0, + "TN": 113389975, + "TP": 0, + "n_pred": 1999, + "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": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 84, + "IoU": 0.0, + "TN": 113395580, + "TP": 0, + "n_pred": 84, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8330248457562114, + "FN": 63769, + "FP": 16339, + "IoU": 0.713832546243043, + "TN": 113192606, + "TP": 199826, + "n_pred": 216165, + "n_ref": 263595 + }, + "15": { + "Dice": 0.29322794947877007, + "FN": 10716, + "FP": 43116, + "IoU": 0.17180264311758642, + "TN": 113407541, + "TP": 11167, + "n_pred": 54283, + "n_ref": 21883 + }, + "2": { + "Dice": 0.27678018962855555, + "FN": 104946, + "FP": 10767, + "IoU": 0.16061804069493307, + "TN": 113334685, + "TP": 22142, + "n_pred": 32909, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4208477329788805, + "FN": 49061, + "FP": 147011, + "IoU": 0.26650231378431866, + "TN": 113205229, + "TP": 71239, + "n_pred": 218250, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7624089785556818, + "FN": 8267, + "FP": 5959, + "IoU": 0.6160427518825403, + "TN": 113435489, + "TP": 22825, + "n_pred": 28784, + "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": 0.8490872332356896, + "FN": 278252, + "FP": 29363, + "IoU": 0.7377511639069079, + "TN": 112299551, + "TP": 865374, + "n_pred": 894737, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.04974510046040678, + "FN": 212384, + "FP": 3092, + "IoU": 0.025506973715154035, + "TN": 113251424, + "TP": 5640, + "n_pred": 8732, + "n_ref": 218024 + }, + "8": { + "Dice": 0.3003087388642189, + "FN": 165307, + "FP": 64268, + "IoU": 0.1766842871590363, + "TN": 113193698, + "TP": 49267, + "n_pred": 113535, + "n_ref": 214574 + }, + "9": { + "Dice": 0.0007446422084998184, + "FN": 106198, + "FP": 3840, + "IoU": 0.0003724597788860727, + "TN": 113362461, + "TP": 41, + "n_pred": 3881, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4565395481307374, + "FN": 67558, + "FP": 74408, + "IoU": 0.29578959899998014, + "TN": 74995132, + "TP": 59630, + "n_pred": 134038, + "n_ref": 127188 + }, + "10": { + "Dice": 0.0010351461411509653, + "FN": 100002, + "FP": 2293, + "IoU": 0.0005178410911791144, + "TN": 75094380, + "TP": 53, + "n_pred": 2346, + "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": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 0, + "IoU": 0.0, + "TN": 75141468, + "TP": 0, + "n_pred": 0, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8663061287709988, + "FN": 17000, + "FP": 18821, + "IoU": 0.7641446696998229, + "TN": 75044851, + "TP": 116056, + "n_pred": 134877, + "n_ref": 133056 + }, + "15": { + "Dice": 0.22068241314540102, + "FN": 58891, + "FP": 46493, + "IoU": 0.12402643281659116, + "TN": 75076423, + "TP": 14921, + "n_pred": 61414, + "n_ref": 73812 + }, + "2": { + "Dice": 0.05455153563149458, + "FN": 141582, + "FP": 22372, + "IoU": 0.028040596618529322, + "TN": 75028044, + "TP": 4730, + "n_pred": 27102, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4809911417581551, + "FN": 37723, + "FP": 199217, + "IoU": 0.3166480163353829, + "TN": 74849996, + "TP": 109792, + "n_pred": 309009, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6662384613972949, + "FN": 6811, + "FP": 11376, + "IoU": 0.4995184237320785, + "TN": 75160389, + "TP": 18152, + "n_pred": 29528, + "n_ref": 24963 + }, + "5": { + "Dice": 0.005435485958327941, + "FN": 7680, + "FP": 5, + "IoU": 0.0027251492343628343, + "TN": 75189022, + "TP": 21, + "n_pred": 26, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7927336793201404, + "FN": 195544, + "FP": 359264, + "IoU": 0.6566352972339364, + "TN": 73580930, + "TP": 1060990, + "n_pred": 1420254, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.2879708032016066, + "FN": 121988, + "FP": 25506, + "IoU": 0.1682043762688924, + "TN": 75019408, + "TP": 29826, + "n_pred": 55332, + "n_ref": 151814 + }, + "8": { + "Dice": 0.4835244857090843, + "FN": 54195, + "FP": 11056, + "IoU": 0.31884753901560625, + "TN": 75100933, + "TP": 30544, + "n_pred": 41600, + "n_ref": 84739 + }, + "9": { + "Dice": 0.0, + "FN": 77233, + "FP": 62, + "IoU": 0.0, + "TN": 75119433, + "TP": 0, + "n_pred": 62, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6271209353651137, + "FN": 116112, + "FP": 2493, + "IoU": 0.4567925547993515, + "TN": 86709530, + "TP": 99737, + "n_pred": 102230, + "n_ref": 215849 + }, + "10": { + "Dice": 0.1064516129032258, + "FN": 64934, + "FP": 438, + "IoU": 0.056218057921635436, + "TN": 86858606, + "TP": 3894, + "n_pred": 4332, + "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": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.021578455526293432, + "FN": 54726, + "FP": 2859, + "IoU": 0.010906904843696325, + "TN": 86869652, + "TP": 635, + "n_pred": 3494, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6149048326101476, + "FN": 19295, + "FP": 60846, + "IoU": 0.44394410368849047, + "TN": 86783748, + "TP": 63983, + "n_pred": 124829, + "n_ref": 83278 + }, + "15": { + "Dice": 0.18620519446581785, + "FN": 143414, + "FP": 24751, + "IoU": 0.10266056220785041, + "TN": 86740468, + "TP": 19239, + "n_pred": 43990, + "n_ref": 162653 + }, + "2": { + "Dice": 0.41649648679519574, + "FN": 64054, + "FP": 104526, + "IoU": 0.2630221425604931, + "TN": 86699127, + "TP": 60165, + "n_pred": 164691, + "n_ref": 124219 + }, + "3": { + "Dice": 0.14335171928177445, + "FN": 150807, + "FP": 82777, + "IoU": 0.07720994911665245, + "TN": 86674744, + "TP": 19544, + "n_pred": 102321, + "n_ref": 170351 + }, + "4": { + "Dice": 0.22557296880675426, + "FN": 3791, + "FP": 83624, + "IoU": 0.1271243983783676, + "TN": 86827726, + "TP": 12731, + "n_pred": 96355, + "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": 0.788185207304052, + "FN": 129053, + "FP": 432751, + "IoU": 0.6504172189139241, + "TN": 85320802, + "TP": 1045266, + "n_pred": 1478017, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.07397495778542477, + "FN": 983319, + "FP": 15324, + "IoU": 0.038408097591694425, + "TN": 85889341, + "TP": 39888, + "n_pred": 55212, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6033655340040464, + "FN": 10698, + "FP": 46743, + "IoU": 0.43201392253611653, + "TN": 86826741, + "TP": 43690, + "n_pred": 90433, + "n_ref": 54388 + }, + "9": { + "Dice": 0.1203731668847948, + "FN": 47173, + "FP": 5251, + "IoU": 0.06404099194801022, + "TN": 86871861, + "TP": 3587, + "n_pred": 8838, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18762181883391224, + "FN": 44520, + "FP": 336015, + "IoU": 0.1035224440371468, + "TN": 37325122, + "TP": 43943, + "n_pred": 379958, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 923, + "IoU": 0.0, + "TN": 37689433, + "TP": 0, + "n_pred": 923, + "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": 3739, + "IoU": 0.0, + "TN": 37700976, + "TP": 0, + "n_pred": 3739, + "n_ref": 44885 + }, + "14": { + "Dice": 0.31789465932343364, + "FN": 39840, + "FP": 219506, + "IoU": 0.1889861779973732, + "TN": 37429820, + "TP": 60434, + "n_pred": 279940, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3936, + "IoU": 0.0, + "TN": 37745664, + "TP": 0, + "n_pred": 3936, + "n_ref": 0 + }, + "2": { + "Dice": 0.10498353667265815, + "FN": 93632, + "FP": 18902, + "IoU": 0.055399801903738645, + "TN": 37630466, + "TP": 6600, + "n_pred": 25502, + "n_ref": 100232 + }, + "3": { + "Dice": 0.1668778181917256, + "FN": 64199, + "FP": 180429, + "IoU": 0.0910347492642906, + "TN": 37480472, + "TP": 24500, + "n_pred": 204929, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 4071, + "IoU": 0.0, + "TN": 37733835, + "TP": 0, + "n_pred": 4071, + "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": 0.5402333137732773, + "FN": 439170, + "FP": 77165, + "IoU": 0.370081958213267, + "TN": 36929914, + "TP": 303351, + "n_pred": 380516, + "n_ref": 742521 + }, + "7": { + "Dice": 0.022125195122502998, + "FN": 341377, + "FP": 4423, + "IoU": 0.01118634762318708, + "TN": 37399888, + "TP": 3912, + "n_pred": 8335, + "n_ref": 345289 + }, + "8": { + "Dice": 0.10774572010056267, + "FN": 72236, + "FP": 24653, + "IoU": 0.05694040237884348, + "TN": 37646861, + "TP": 5850, + "n_pred": 30503, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 0, + "IoU": 0.0, + "TN": 37694829, + "TP": 0, + "n_pred": 0, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7143176952086837, + "FN": 73583, + "FP": 25955, + "IoU": 0.5555942494865613, + "TN": 75682708, + "TP": 124442, + "n_pred": 150397, + "n_ref": 198025 + }, + "10": { + "Dice": 0.010132488378975957, + "FN": 113529, + "FP": 185, + "IoU": 0.005092041716245538, + "TN": 75792392, + "TP": 582, + "n_pred": 767, + "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": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.0, + "FN": 41501, + "FP": 67, + "IoU": 0.0, + "TN": 75865120, + "TP": 0, + "n_pred": 67, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8076871894960965, + "FN": 14429, + "FP": 37597, + "IoU": 0.6774121542439405, + "TN": 75745411, + "TP": 109251, + "n_pred": 146848, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5398175941722274, + "FN": 112277, + "FP": 15581, + "IoU": 0.3696918905595267, + "TN": 75703838, + "TP": 74992, + "n_pred": 90573, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6095453272697429, + "FN": 34888, + "FP": 167307, + "IoU": 0.43837842342092104, + "TN": 75546668, + "TP": 157825, + "n_pred": 325132, + "n_ref": 192713 + }, + "3": { + "Dice": 0.03808784928300813, + "FN": 243872, + "FP": 128085, + "IoU": 0.019413636471484575, + "TN": 75527367, + "TP": 7364, + "n_pred": 135449, + "n_ref": 251236 + }, + "4": { + "Dice": 0.47582638742108313, + "FN": 4288, + "FP": 52751, + "IoU": 0.3121864750144704, + "TN": 75823760, + "TP": 25889, + "n_pred": 78640, + "n_ref": 30177 + }, + "5": { + "Dice": 0.28580537180202437, + "FN": 7836, + "FP": 1125, + "IoU": 0.16672865910358936, + "TN": 75895934, + "TP": 1793, + "n_pred": 2918, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8355725745978377, + "FN": 248896, + "FP": 324947, + "IoU": 0.7175823553874585, + "TN": 73874793, + "TP": 1458052, + "n_pred": 1782999, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.3356703541830722, + "FN": 216401, + "FP": 10536, + "IoU": 0.20168501776480108, + "TN": 75622418, + "TP": 57333, + "n_pred": 67869, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7745994021659235, + "FN": 28518, + "FP": 8280, + "IoU": 0.632119327781499, + "TN": 75806661, + "TP": 63229, + "n_pred": 71509, + "n_ref": 91747 + }, + "9": { + "Dice": 0.3685360524399126, + "FN": 58012, + "FP": 9614, + "IoU": 0.22589285714285715, + "TN": 75819328, + "TP": 19734, + "n_pred": 29348, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4182771237455169, + "FN": 48806, + "FP": 79817, + "IoU": 0.26444399965687815, + "TN": 61212885, + "TP": 46242, + "n_pred": 126059, + "n_ref": 95048 + }, + "10": { + "Dice": 0.15913268913504597, + "FN": 71301, + "FP": 55, + "IoU": 0.08644441030368208, + "TN": 61309642, + "TP": 6752, + "n_pred": 6807, + "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": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 4124, + "IoU": 0.0, + "TN": 61344171, + "TP": 0, + "n_pred": 4124, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6990554826500555, + "FN": 4401, + "FP": 49032, + "IoU": 0.5373445779794271, + "TN": 61272258, + "TP": 62059, + "n_pred": 111091, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5492867056820295, + "FN": 23537, + "FP": 7962, + "IoU": 0.37863215828615393, + "TN": 61337057, + "TP": 19194, + "n_pred": 27156, + "n_ref": 42731 + }, + "2": { + "Dice": 0.11144568766046467, + "FN": 124374, + "FP": 15791, + "IoU": 0.05901111073814239, + "TN": 61238795, + "TP": 8790, + "n_pred": 24581, + "n_ref": 133164 + }, + "3": { + "Dice": 0.46293886849765853, + "FN": 42178, + "FP": 169988, + "IoU": 0.30118442201786516, + "TN": 61084142, + "TP": 91442, + "n_pred": 261430, + "n_ref": 133620 + }, + "4": { + "Dice": 0.3974574317425814, + "FN": 12942, + "FP": 5353, + "IoU": 0.24801677010974557, + "TN": 61363421, + "TP": 6034, + "n_pred": 11387, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0009377479622015437, + "FN": 27682, + "FP": 18, + "IoU": 0.00046909392703785226, + "TN": 61360037, + "TP": 13, + "n_pred": 31, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7669170190263502, + "FN": 279702, + "FP": 154898, + "IoU": 0.6219508588309183, + "TN": 60238164, + "TP": 714986, + "n_pred": 869884, + "n_ref": 994688 + }, + "7": { + "Dice": 0.13953856660695022, + "FN": 166037, + "FP": 7833, + "IoU": 0.07500212802179095, + "TN": 61199782, + "TP": 14098, + "n_pred": 21931, + "n_ref": 180135 + }, + "8": { + "Dice": 0.24580820482948246, + "FN": 200317, + "FP": 81934, + "IoU": 0.1401261854639951, + "TN": 61059503, + "TP": 45996, + "n_pred": 127930, + "n_ref": 246313 + }, + "9": { + "Dice": 0.15358665507678299, + "FN": 72296, + "FP": 9498, + "IoU": 0.0831810794148966, + "TN": 61298535, + "TP": 7421, + "n_pred": 16919, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6231340789304538, + "FN": 64330, + "FP": 82252, + "IoU": 0.4525742626024215, + "TN": 39481034, + "TP": 121184, + "n_pred": 203436, + "n_ref": 185514 + }, + "10": { + "Dice": 0.0, + "FN": 51832, + "FP": 55, + "IoU": 0.0, + "TN": 39696913, + "TP": 0, + "n_pred": 55, + "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": 13, + "IoU": 0.0, + "TN": 39704976, + "TP": 0, + "n_pred": 13, + "n_ref": 43811 + }, + "14": { + "Dice": 0.10413677535239806, + "FN": 28579, + "FP": 53216, + "IoU": 0.05492842204993703, + "TN": 39662251, + "TP": 4754, + "n_pred": 57970, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5297899993159587, + "FN": 20736, + "FP": 34256, + "IoU": 0.3603498813567208, + "TN": 39662828, + "TP": 30980, + "n_pred": 65236, + "n_ref": 51716 + }, + "2": { + "Dice": 0.005848835260599966, + "FN": 117498, + "FP": 1144, + "IoU": 0.0029329949323898446, + "TN": 39629809, + "TP": 349, + "n_pred": 1493, + "n_ref": 117847 + }, + "3": { + "Dice": 0.529960170791178, + "FN": 14190, + "FP": 198825, + "IoU": 0.36050735514860405, + "TN": 39415700, + "TP": 120085, + "n_pred": 318910, + "n_ref": 134275 + }, + "4": { + "Dice": 0.5906524021680525, + "FN": 13366, + "FP": 1059, + "IoU": 0.4190963273195876, + "TN": 39723968, + "TP": 10407, + "n_pred": 11466, + "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": 0.8507210072189553, + "FN": 209701, + "FP": 42373, + "IoU": 0.7402214889183402, + "TN": 38778458, + "TP": 718268, + "n_pred": 760641, + "n_ref": 927969 + }, + "7": { + "Dice": 0.12875099979812382, + "FN": 681696, + "FP": 194, + "IoU": 0.06880484627338947, + "TN": 39016526, + "TP": 50384, + "n_pred": 50578, + "n_ref": 732080 + }, + "8": { + "Dice": 0.31717493809152275, + "FN": 35509, + "FP": 24878, + "IoU": 0.18847766489275924, + "TN": 39674388, + "TP": 14025, + "n_pred": 38903, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0, + "FN": 41629, + "FP": 0, + "IoU": 0.0, + "TN": 39707171, + "TP": 0, + "n_pred": 0, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5306148926589891, + "FN": 27429, + "FP": 95579, + "IoU": 0.36111356376762666, + "TN": 101204073, + "TP": 69527, + "n_pred": 165106, + "n_ref": 96956 + }, + "10": { + "Dice": 0.028055081476632455, + "FN": 81191, + "FP": 1955, + "IoU": 0.014227112133355464, + "TN": 101312262, + "TP": 1200, + "n_pred": 3155, + "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": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 734, + "IoU": 0.0, + "TN": 101345929, + "TP": 0, + "n_pred": 734, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8907602441587031, + "FN": 33132, + "FP": 1802, + "IoU": 0.803036710024075, + "TN": 101219245, + "TP": 142429, + "n_pred": 144231, + "n_ref": 175561 + }, + "15": { + "Dice": 0.2513234884368905, + "FN": 22815, + "FP": 1368, + "IoU": 0.1437221159974506, + "TN": 101368366, + "TP": 4059, + "n_pred": 5427, + "n_ref": 26874 + }, + "2": { + "Dice": 0.13511590987247793, + "FN": 167398, + "FP": 16197, + "IoU": 0.0724527119877132, + "TN": 101198672, + "TP": 14341, + "n_pred": 30538, + "n_ref": 181739 + }, + "3": { + "Dice": 0.20471543277215948, + "FN": 125516, + "FP": 198168, + "IoU": 0.11402951738635368, + "TN": 101031264, + "TP": 41660, + "n_pred": 239828, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0939079179096431, + "FN": 3614, + "FP": 122437, + "IoU": 0.049267251457577516, + "TN": 101264025, + "TP": 6532, + "n_pred": 128969, + "n_ref": 10146 + }, + "5": { + "Dice": 0.09598418743672564, + "FN": 36525, + "FP": 979, + "IoU": 0.05041144448664388, + "TN": 101357113, + "TP": 1991, + "n_pred": 2970, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6729116856918341, + "FN": 341794, + "FP": 1105491, + "IoU": 0.5070587077263464, + "TN": 98460589, + "TP": 1488734, + "n_pred": 2594225, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.17742396266534752, + "FN": 414751, + "FP": 14266, + "IoU": 0.09734790704524654, + "TN": 100921323, + "TP": 46268, + "n_pred": 60534, + "n_ref": 461019 + }, + "8": { + "Dice": 0.4604591629198553, + "FN": 170820, + "FP": 28140, + "IoU": 0.29908863203210045, + "TN": 101112749, + "TP": 84899, + "n_pred": 113039, + "n_ref": 255719 + }, + "9": { + "Dice": 0.07700923519093811, + "FN": 82975, + "FP": 4375, + "IoU": 0.04004659647888872, + "TN": 101305614, + "TP": 3644, + "n_pred": 8019, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29113754507800044, + "FN": 159393, + "FP": 121106, + "IoU": 0.17036920920080095, + "TN": 73545403, + "TP": 57602, + "n_pred": 178708, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 3251, + "IoU": 0.0, + "TN": 73804412, + "TP": 0, + "n_pred": 3251, + "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": 6.955473377925646e-05, + "FN": 61236, + "FP": 25021, + "IoU": 3.477857639693949e-05, + "TN": 73797244, + "TP": 3, + "n_pred": 25024, + "n_ref": 61239 + }, + "14": { + "Dice": 0.529025605774188, + "FN": 31878, + "FP": 91449, + "IoU": 0.3596429739707463, + "TN": 73690913, + "TP": 69264, + "n_pred": 160713, + "n_ref": 101142 + }, + "15": { + "Dice": 0.3622623559072098, + "FN": 165058, + "FP": 36043, + "IoU": 0.22119681819238007, + "TN": 73625286, + "TP": 57117, + "n_pred": 93160, + "n_ref": 222175 + }, + "2": { + "Dice": 5.8308660131777574e-05, + "FN": 191041, + "FP": 117643, + "IoU": 2.915518006563155e-05, + "TN": 73574811, + "TP": 9, + "n_pred": 117652, + "n_ref": 191050 + }, + "3": { + "Dice": 0.15292366642706934, + "FN": 158916, + "FP": 158093, + "IoU": 0.08279228294331412, + "TN": 73537880, + "TP": 28615, + "n_pred": 186708, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 50676, + "IoU": 0.0, + "TN": 73784940, + "TP": 0, + "n_pred": 50676, + "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": 0.4935522291475715, + "FN": 766260, + "FP": 1152741, + "IoU": 0.3276265123139937, + "TN": 71029434, + "TP": 935069, + "n_pred": 2087810, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.034318585533110256, + "FN": 169276, + "FP": 17734, + "IoU": 0.017458874709062537, + "TN": 73693171, + "TP": 3323, + "n_pred": 21057, + "n_ref": 172599 + }, + "8": { + "Dice": 0.39816558200582824, + "FN": 53965, + "FP": 23068, + "IoU": 0.2485685021704141, + "TN": 73780989, + "TP": 25482, + "n_pred": 48550, + "n_ref": 79447 + }, + "9": { + "Dice": 0.07111626446360847, + "FN": 85765, + "FP": 29594, + "IoU": 0.03686912961803381, + "TN": 73763729, + "TP": 4416, + "n_pred": 34010, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7371016722461812, + "FN": 49839, + "FP": 48246, + "IoU": 0.5836587602084996, + "TN": 69260188, + "TP": 137503, + "n_pred": 185749, + "n_ref": 187342 + }, + "10": { + "Dice": 0.06487736437331117, + "FN": 64976, + "FP": 7006, + "IoU": 0.03352622886988279, + "TN": 69421297, + "TP": 2497, + "n_pred": 9503, + "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": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 2.5700664362173762e-05, + "FN": 77817, + "FP": 0, + "IoU": 1.285049731424606e-05, + "TN": 69417958, + "TP": 1, + "n_pred": 1, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7516573551328454, + "FN": 48651, + "FP": 19003, + "IoU": 0.602124231054235, + "TN": 69325738, + "TP": 102384, + "n_pred": 121387, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6208522254363857, + "FN": 40662, + "FP": 24479, + "IoU": 0.4501709221354716, + "TN": 69377301, + "TP": 53334, + "n_pred": 77813, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0001640737159766781, + "FN": 150136, + "FP": 20491, + "IoU": 8.204358858656478e-05, + "TN": 69325135, + "TP": 14, + "n_pred": 20505, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6022793902081501, + "FN": 24654, + "FP": 170700, + "IoU": 0.4309011300175664, + "TN": 69152507, + "TP": 147915, + "n_pred": 318615, + "n_ref": 172569 + }, + "4": { + "Dice": 0.480899478633728, + "FN": 17380, + "FP": 25234, + "IoU": 0.31656856927493465, + "TN": 69433423, + "TP": 19739, + "n_pred": 44973, + "n_ref": 37119 + }, + "5": { + "Dice": 0.12302885319533272, + "FN": 17833, + "FP": 130, + "IoU": 0.06554648077823441, + "TN": 69476553, + "TP": 1260, + "n_pred": 1390, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7981075018320176, + "FN": 202643, + "FP": 428265, + "IoU": 0.6640423357734196, + "TN": 67617837, + "TP": 1247031, + "n_pred": 1675296, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.40040745625731244, + "FN": 229658, + "FP": 19917, + "IoU": 0.2503184062864215, + "TN": 69162868, + "TP": 83333, + "n_pred": 103250, + "n_ref": 312991 + }, + "8": { + "Dice": 0.29791692411844034, + "FN": 60961, + "FP": 69710, + "IoU": 0.1750307774866631, + "TN": 69337381, + "TP": 27724, + "n_pred": 97434, + "n_ref": 88685 + }, + "9": { + "Dice": 0.005063731026522533, + "FN": 80165, + "FP": 0, + "IoU": 0.002538292127561622, + "TN": 69415407, + "TP": 204, + "n_pred": 204, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6877326251059009, + "FN": 57917, + "FP": 73299, + "IoU": 0.5240796489064596, + "TN": 50557842, + "TP": 144494, + "n_pred": 217793, + "n_ref": 202411 + }, + "10": { + "Dice": 0.09345730027548209, + "FN": 71769, + "FP": 7209, + "IoU": 0.04901925369360257, + "TN": 50750503, + "TP": 4071, + "n_pred": 11280, + "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": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.0, + "FN": 48263, + "FP": 9969, + "IoU": 0.0, + "TN": 50775320, + "TP": 0, + "n_pred": 9969, + "n_ref": 48263 + }, + "14": { + "Dice": 0.17490074561828217, + "FN": 41706, + "FP": 43502, + "IoU": 0.09583081314530077, + "TN": 50739313, + "TP": 9031, + "n_pred": 52533, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6876396629243734, + "FN": 9215, + "FP": 13989, + "IoU": 0.5239716894040415, + "TN": 50784807, + "TP": 25541, + "n_pred": 39530, + "n_ref": 34756 + }, + "2": { + "Dice": 0.020640162089845412, + "FN": 209401, + "FP": 43883, + "IoU": 0.010427695709759214, + "TN": 50577599, + "TP": 2669, + "n_pred": 46552, + "n_ref": 212070 + }, + "3": { + "Dice": 0.449398572545627, + "FN": 54569, + "FP": 309476, + "IoU": 0.28982210682174203, + "TN": 50320941, + "TP": 148566, + "n_pred": 458042, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5261675154404595, + "FN": 3397, + "FP": 22841, + "IoU": 0.3570063225996177, + "TN": 50792746, + "TP": 14568, + "n_pred": 37409, + "n_ref": 17965 + }, + "5": { + "Dice": 0.03693891454091287, + "FN": 12600, + "FP": 123, + "IoU": 0.018816996992365234, + "TN": 50820585, + "TP": 244, + "n_pred": 367, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7738996398790213, + "FN": 505644, + "FP": 482271, + "IoU": 0.6311878415912553, + "TN": 48154912, + "TP": 1690725, + "n_pred": 2172996, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.2280254081751008, + "FN": 194942, + "FP": 31350, + "IoU": 0.12868435542310167, + "TN": 50573839, + "TP": 33421, + "n_pred": 64771, + "n_ref": 228363 + }, + "8": { + "Dice": 0.36066797097359016, + "FN": 65225, + "FP": 68428, + "IoU": 0.22000910406648302, + "TN": 50662200, + "TP": 37699, + "n_pred": 106127, + "n_ref": 102924 + }, + "9": { + "Dice": 8.587302814059132e-05, + "FN": 115113, + "FP": 1328, + "IoU": 4.293835769369493e-05, + "TN": 50717106, + "TP": 5, + "n_pred": 1333, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10849525781582207, + "FN": 197282, + "FP": 43821, + "IoU": 0.057359231196290474, + "TN": 76629086, + "TP": 14671, + "n_pred": 58492, + "n_ref": 211953 + }, + "10": { + "Dice": 0.06700879765395894, + "FN": 62674, + "FP": 956, + "IoU": 0.03466585754380642, + "TN": 76818945, + "TP": 2285, + "n_pred": 3241, + "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": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.030882929749592287, + "FN": 42035, + "FP": 4910, + "IoU": 0.015683643301952068, + "TN": 76837167, + "TP": 748, + "n_pred": 5658, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7258455076488748, + "FN": 18261, + "FP": 29517, + "IoU": 0.5696683659683317, + "TN": 76773834, + "TP": 63248, + "n_pred": 92765, + "n_ref": 81509 + }, + "15": { + "Dice": 0.15348026652998462, + "FN": 36272, + "FP": 5017, + "IoU": 0.08311867116717002, + "TN": 76839828, + "TP": 3743, + "n_pred": 8760, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5038885192577808, + "FN": 35736, + "FP": 98482, + "IoU": 0.3367987785293929, + "TN": 76682481, + "TP": 68161, + "n_pred": 166643, + "n_ref": 103897 + }, + "3": { + "Dice": 0.0, + "FN": 97410, + "FP": 117653, + "IoU": 0.0, + "TN": 76669797, + "TP": 0, + "n_pred": 117653, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6955096961526496, + "FN": 8115, + "FP": 6566, + "IoU": 0.5331658611040447, + "TN": 76853412, + "TP": 16767, + "n_pred": 23333, + "n_ref": 24882 + }, + "5": { + "Dice": 0.014993070429633363, + "FN": 15636, + "FP": 0, + "IoU": 0.00755315772770549, + "TN": 76869105, + "TP": 119, + "n_pred": 119, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8302263901880039, + "FN": 105868, + "FP": 313410, + "IoU": 0.7097325356155336, + "TN": 75440406, + "TP": 1025176, + "n_pred": 1338586, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.46782516485075687, + "FN": 98510, + "FP": 44016, + "IoU": 0.3053340611779385, + "TN": 76679688, + "TP": 62646, + "n_pred": 106662, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6209159651876159, + "FN": 16378, + "FP": 58018, + "IoU": 0.45023794744465134, + "TN": 76749536, + "TP": 60928, + "n_pred": 118946, + "n_ref": 77306 + }, + "9": { + "Dice": 0.2672640716886026, + "FN": 77451, + "FP": 1047, + "IoU": 0.15424397181459693, + "TN": 76792046, + "TP": 14316, + "n_pred": 15363, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20413808296972627, + "FN": 107894, + "FP": 22157, + "IoU": 0.11367136918148982, + "TN": 130853202, + "TP": 16679, + "n_pred": 38836, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0031087197881971133, + "FN": 57472, + "FP": 891, + "IoU": 0.0015567796900126595, + "TN": 130941478, + "TP": 91, + "n_pred": 982, + "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": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.0, + "FN": 78417, + "FP": 3176, + "IoU": 0.0, + "TN": 130918339, + "TP": 0, + "n_pred": 3176, + "n_ref": 78417 + }, + "14": { + "Dice": 0.05954693922172973, + "FN": 915078, + "FP": 65602, + "IoU": 0.03068713200300081, + "TN": 129988205, + "TP": 31047, + "n_pred": 96649, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0006699232379623168, + "FN": 25286, + "FP": 46316, + "IoU": 0.00033507385586239633, + "TN": 130928306, + "TP": 24, + "n_pred": 46340, + "n_ref": 25310 + }, + "2": { + "Dice": 0.48076467464564354, + "FN": 130583, + "FP": 60088, + "IoU": 0.31645174820662286, + "TN": 130720989, + "TP": 88272, + "n_pred": 148360, + "n_ref": 218855 + }, + "3": { + "Dice": 0.025819107063538727, + "FN": 278013, + "FP": 101410, + "IoU": 0.013078389703759387, + "TN": 130615481, + "TP": 5028, + "n_pred": 106438, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 13887, + "IoU": 0.0, + "TN": 130983765, + "TP": 0, + "n_pred": 13887, + "n_ref": 2280 + }, + "5": { + "Dice": 0.007558896401125436, + "FN": 23629, + "FP": 4, + "IoU": 0.0037937866205791848, + "TN": 130976209, + "TP": 90, + "n_pred": 94, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7976276418583889, + "FN": 196324, + "FP": 451511, + "IoU": 0.6633782259359352, + "TN": 129075413, + "TP": 1276684, + "n_pred": 1728195, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.16111596227733146, + "FN": 185616, + "FP": 6522, + "IoU": 0.08761616228767885, + "TN": 130789343, + "TP": 18451, + "n_pred": 24973, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6226171940498718, + "FN": 61042, + "FP": 17731, + "IoU": 0.4520291609276959, + "TN": 130856178, + "TP": 64981, + "n_pred": 82712, + "n_ref": 126023 + }, + "9": { + "Dice": 0.2891723120009083, + "FN": 38117, + "FP": 55794, + "IoU": 0.16902480245635457, + "TN": 130886919, + "TP": 19102, + "n_pred": 74896, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 20618, + "IoU": 0.0, + "TN": 74348663, + "TP": 0, + "n_pred": 20618, + "n_ref": 57417 + }, + "10": { + "Dice": 0.001978364805397385, + "FN": 78697, + "FP": 0, + "IoU": 0.0009901618533798794, + "TN": 74347923, + "TP": 78, + "n_pred": 78, + "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": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.045348129850498645, + "FN": 100867, + "FP": 2707, + "IoU": 0.023200105626497162, + "TN": 74320664, + "TP": 2460, + "n_pred": 5167, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7878006482245273, + "FN": 49606, + "FP": 15734, + "IoU": 0.6498936392522062, + "TN": 74240069, + "TP": 121289, + "n_pred": 137023, + "n_ref": 170895 + }, + "15": { + "Dice": 0.11011954874558007, + "FN": 20910, + "FP": 230, + "IoU": 0.0582679971489665, + "TN": 74404250, + "TP": 1308, + "n_pred": 1538, + "n_ref": 22218 + }, + "2": { + "Dice": 0.4516141372332246, + "FN": 59725, + "FP": 83628, + "IoU": 0.29166769607818915, + "TN": 74224317, + "TP": 59028, + "n_pred": 142656, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 88224, + "IoU": 0.0, + "TN": 74207281, + "TP": 0, + "n_pred": 88224, + "n_ref": 131193 + }, + "4": { + "Dice": 0.09299085236566305, + "FN": 28925, + "FP": 1019, + "IoU": 0.04876266717494202, + "TN": 74395219, + "TP": 1535, + "n_pred": 2554, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8397317598667585, + "FN": 94238, + "FP": 208589, + "IoU": 0.7237393309760218, + "TN": 73330534, + "TP": 793337, + "n_pred": 1001926, + "n_ref": 887575 + }, + "7": { + "Dice": 0.11374604201111592, + "FN": 141191, + "FP": 4074, + "IoU": 0.060302612768214664, + "TN": 74272111, + "TP": 9322, + "n_pred": 13396, + "n_ref": 150513 + }, + "8": { + "Dice": 0.49052820706446026, + "FN": 24394, + "FP": 14737, + "IoU": 0.3249667925960427, + "TN": 74368729, + "TP": 18838, + "n_pred": 33575, + "n_ref": 43232 + }, + "9": { + "Dice": 0.2014129680998613, + "FN": 29125, + "FP": 7725, + "IoU": 0.11198399884328987, + "TN": 74385201, + "TP": 4647, + "n_pred": 12372, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8232770256893877, + "FN": 26040, + "FP": 23057, + "IoU": 0.699635380342351, + "TN": 106483230, + "TP": 114361, + "n_pred": 137418, + "n_ref": 140401 + }, + "10": { + "Dice": 0.030135265131436873, + "FN": 97808, + "FP": 996, + "IoU": 0.015298139307746738, + "TN": 106546349, + "TP": 1535, + "n_pred": 2531, + "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": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0, + "FN": 40943, + "FP": 886, + "IoU": 0.0, + "TN": 106604859, + "TP": 0, + "n_pred": 886, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8379296790799701, + "FN": 4170, + "FP": 21394, + "IoU": 0.7210662418575217, + "TN": 106555039, + "TP": 66085, + "n_pred": 87479, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6644615950018375, + "FN": 9385, + "FP": 7962, + "IoU": 0.49752339020363234, + "TN": 106612165, + "TP": 17176, + "n_pred": 25138, + "n_ref": 26561 + }, + "2": { + "Dice": 0.600186323171123, + "FN": 51060, + "FP": 129617, + "IoU": 0.4287615795630592, + "TN": 106330398, + "TP": 135613, + "n_pred": 265230, + "n_ref": 186673 + }, + "3": { + "Dice": 0.03422061688744962, + "FN": 142799, + "FP": 291427, + "IoU": 0.01740816756011848, + "TN": 106204769, + "TP": 7693, + "n_pred": 299120, + "n_ref": 150492 + }, + "4": { + "Dice": 0.35248953894583285, + "FN": 901, + "FP": 32833, + "IoU": 0.21395283810233945, + "TN": 106603772, + "TP": 9182, + "n_pred": 42015, + "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": 0.9015749854393657, + "FN": 162707, + "FP": 79627, + "IoU": 0.8207888326359647, + "TN": 105294462, + "TP": 1109892, + "n_pred": 1189519, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.24408798228984244, + "FN": 286177, + "FP": 27624, + "IoU": 0.1390092327109599, + "TN": 106282223, + "TP": 50664, + "n_pred": 78288, + "n_ref": 336841 + }, + "8": { + "Dice": 0.5483957614257511, + "FN": 30198, + "FP": 37054, + "IoU": 0.37778600175787574, + "TN": 106538603, + "TP": 40833, + "n_pred": 77887, + "n_ref": 71031 + }, + "9": { + "Dice": 0.0, + "FN": 85084, + "FP": 308, + "IoU": 0.0, + "TN": 106561296, + "TP": 0, + "n_pred": 308, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4711337185850703, + "FN": 99264, + "FP": 25293, + "IoU": 0.30815887845276246, + "TN": 107946891, + "TP": 55480, + "n_pred": 80773, + "n_ref": 154744 + }, + "10": { + "Dice": 0.30522088353413657, + "FN": 66131, + "FP": 2204, + "IoU": 0.18009478672985782, + "TN": 108043583, + "TP": 15010, + "n_pred": 17214, + "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": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.05712646700289218, + "FN": 75032, + "FP": 3862, + "IoU": 0.0294030805570592, + "TN": 108045644, + "TP": 2390, + "n_pred": 6252, + "n_ref": 77422 + }, + "14": { + "Dice": 0.556529506029055, + "FN": 8116, + "FP": 42527, + "IoU": 0.3855496238776996, + "TN": 108044508, + "TP": 31777, + "n_pred": 74304, + "n_ref": 39893 + }, + "15": { + "Dice": 0.25979520025303443, + "FN": 20660, + "FP": 16784, + "IoU": 0.14929001476769282, + "TN": 108082913, + "TP": 6571, + "n_pred": 23355, + "n_ref": 27231 + }, + "2": { + "Dice": 0.51473905820689, + "FN": 60570, + "FP": 184216, + "IoU": 0.3465647306293945, + "TN": 107752314, + "TP": 129828, + "n_pred": 314044, + "n_ref": 190398 + }, + "3": { + "Dice": 0.013240518823295242, + "FN": 197808, + "FP": 164089, + "IoU": 0.006664379331640705, + "TN": 107762603, + "TP": 2428, + "n_pred": 166517, + "n_ref": 200236 + }, + "4": { + "Dice": 0.5068696134267426, + "FN": 8167, + "FP": 40754, + "IoU": 0.3394677504286891, + "TN": 108052865, + "TP": 25142, + "n_pred": 65896, + "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": 0.9035355275339272, + "FN": 137920, + "FP": 148519, + "IoU": 0.8240445087124195, + "TN": 106499022, + "TP": 1341467, + "n_pred": 1489986, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.2616802592259704, + "FN": 216934, + "FP": 5679, + "IoU": 0.15053632141889545, + "TN": 107864865, + "TP": 39450, + "n_pred": 45129, + "n_ref": 256384 + }, + "8": { + "Dice": 0.4691814818157206, + "FN": 17176, + "FP": 41644, + "IoU": 0.3064905971821022, + "TN": 108042113, + "TP": 25995, + "n_pred": 67639, + "n_ref": 43171 + }, + "9": { + "Dice": 0.30722294654498045, + "FN": 49956, + "FP": 3180, + "IoU": 0.18149049570227055, + "TN": 108062010, + "TP": 11782, + "n_pred": 14962, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05557903760633896, + "FN": 119825, + "FP": 38816, + "IoU": 0.028583850247077627, + "TN": 62406851, + "TP": 4668, + "n_pred": 43484, + "n_ref": 124493 + }, + "10": { + "Dice": 0.11917859598674752, + "FN": 55333, + "FP": 1029, + "IoU": 0.06336518487744079, + "TN": 62509985, + "TP": 3813, + "n_pred": 4842, + "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": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.006580319284506128, + "FN": 41567, + "FP": 1308, + "IoU": 0.003301020526768487, + "TN": 62527143, + "TP": 142, + "n_pred": 1450, + "n_ref": 41709 + }, + "14": { + "Dice": 0.75412568062594, + "FN": 138586, + "FP": 2165, + "IoU": 0.6052983586697738, + "TN": 62213559, + "TP": 215850, + "n_pred": 218015, + "n_ref": 354436 + }, + "15": { + "Dice": 0.3330279652844744, + "FN": 63711, + "FP": 46953, + "IoU": 0.19978017528128886, + "TN": 62431868, + "TP": 27628, + "n_pred": 74581, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6180500117199045, + "FN": 76044, + "FP": 36391, + "IoU": 0.4472303751665413, + "TN": 62366757, + "TP": 90968, + "n_pred": 127359, + "n_ref": 167012 + }, + "3": { + "Dice": 0.2084106234860223, + "FN": 171518, + "FP": 46120, + "IoU": 0.1163272266614695, + "TN": 62323872, + "TP": 28650, + "n_pred": 74770, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7309816125543179, + "FN": 4219, + "FP": 9958, + "IoU": 0.5760212931395419, + "TN": 62536722, + "TP": 19261, + "n_pred": 29219, + "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": 0.8675760025252848, + "FN": 168526, + "FP": 224978, + "IoU": 0.7661229402237708, + "TN": 60887635, + "TP": 1289021, + "n_pred": 1513999, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.45287760149985035, + "FN": 129906, + "FP": 9004, + "IoU": 0.29272254214591575, + "TN": 62373759, + "TP": 57491, + "n_pred": 66495, + "n_ref": 187397 + }, + "8": { + "Dice": 0.49381096042880995, + "FN": 27976, + "FP": 58433, + "IoU": 0.3278545703462277, + "TN": 62441603, + "TP": 42148, + "n_pred": 100581, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3569987266137722, + "FN": 31373, + "FP": 34271, + "IoU": 0.21728450999797297, + "TN": 62486293, + "TP": 18223, + "n_pred": 52494, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14820547547644383, + "FN": 257728, + "FP": 6422, + "IoU": 0.08003343433288057, + "TN": 55094118, + "TP": 22980, + "n_pred": 29402, + "n_ref": 280708 + }, + "10": { + "Dice": 0.08478144424928684, + "FN": 73166, + "FP": 305, + "IoU": 0.044267242500715454, + "TN": 55304374, + "TP": 3403, + "n_pred": 3708, + "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": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.026895595231825283, + "FN": 54105, + "FP": 1324, + "IoU": 0.013631105970282054, + "TN": 55325053, + "TP": 766, + "n_pred": 2090, + "n_ref": 54871 + }, + "14": { + "Dice": 0.712094667016775, + "FN": 12473, + "FP": 54410, + "IoU": 0.5529091686943501, + "TN": 55231652, + "TP": 82713, + "n_pred": 137123, + "n_ref": 95186 + }, + "15": { + "Dice": 0.746035165636445, + "FN": 20332, + "FP": 25643, + "IoU": 0.5949410583073426, + "TN": 55267746, + "TP": 67527, + "n_pred": 93170, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5950043137093792, + "FN": 50538, + "FP": 146622, + "IoU": 0.42349191496827393, + "TN": 55039258, + "TP": 144830, + "n_pred": 291452, + "n_ref": 195368 + }, + "3": { + "Dice": 0.015284508760633071, + "FN": 182085, + "FP": 50363, + "IoU": 0.007701108208254359, + "TN": 55146996, + "TP": 1804, + "n_pred": 52167, + "n_ref": 183889 + }, + "4": { + "Dice": 0.043816349989857326, + "FN": 7085, + "FP": 7056, + "IoU": 0.022398893881783614, + "TN": 55366783, + "TP": 324, + "n_pred": 7380, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 82, + "IoU": 0.0, + "TN": 55375526, + "TP": 0, + "n_pred": 82, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8551933341359014, + "FN": 170393, + "FP": 279477, + "IoU": 0.7470198764875312, + "TN": 53602966, + "TP": 1328412, + "n_pred": 1607889, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.3550014292939288, + "FN": 134892, + "FP": 11771, + "IoU": 0.2158065275044914, + "TN": 55194224, + "TP": 40361, + "n_pred": 52132, + "n_ref": 175253 + }, + "8": { + "Dice": 0.5548038137147048, + "FN": 16793, + "FP": 31769, + "IoU": 0.38389515484452114, + "TN": 55302427, + "TP": 30259, + "n_pred": 62028, + "n_ref": 47052 + }, + "9": { + "Dice": 0.4935360937174507, + "FN": 30778, + "FP": 10553, + "IoU": 0.3276122923750183, + "TN": 55319779, + "TP": 20138, + "n_pred": 30691, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.569009122146059, + "FN": 158247, + "FP": 39433, + "IoU": 0.3976329485757469, + "TN": 110818443, + "TP": 130492, + "n_pred": 169925, + "n_ref": 288739 + }, + "10": { + "Dice": 0.0, + "FN": 82274, + "FP": 64, + "IoU": 0.0, + "TN": 111064277, + "TP": 0, + "n_pred": 64, + "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": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.0, + "FN": 62594, + "FP": 514, + "IoU": 0.0, + "TN": 111083507, + "TP": 0, + "n_pred": 514, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5674648422652984, + "FN": 21707, + "FP": 7881, + "IoU": 0.39612629344653755, + "TN": 111097618, + "TP": 19409, + "n_pred": 27290, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6046973674874051, + "FN": 8320, + "FP": 13964, + "IoU": 0.4333807973962571, + "TN": 111107287, + "TP": 17044, + "n_pred": 31008, + "n_ref": 25364 + }, + "2": { + "Dice": 0.43158846323325656, + "FN": 60881, + "FP": 189369, + "IoU": 0.27517552193155226, + "TN": 110801359, + "TP": 95006, + "n_pred": 284375, + "n_ref": 155887 + }, + "3": { + "Dice": 0.0034567529436411787, + "FN": 244033, + "FP": 60400, + "IoU": 0.001731368929141759, + "TN": 110841654, + "TP": 528, + "n_pred": 60928, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6601941747572816, + "FN": 3198, + "FP": 12902, + "IoU": 0.4927536231884058, + "TN": 111114875, + "TP": 15640, + "n_pred": 28542, + "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": 0.8358600550614836, + "FN": 140958, + "FP": 433725, + "IoU": 0.7180065066022876, + "TN": 109108685, + "TP": 1463247, + "n_pred": 1896972, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.06082835878750291, + "FN": 366146, + "FP": 21514, + "IoU": 0.0313682180033682, + "TN": 110746401, + "TP": 12554, + "n_pred": 34068, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6789306720554533, + "FN": 20410, + "FP": 36470, + "IoU": 0.5139250890880968, + "TN": 111029596, + "TP": 60139, + "n_pred": 96609, + "n_ref": 80549 + }, + "9": { + "Dice": 0.002538388659480524, + "FN": 55783, + "FP": 16, + "IoU": 0.0012708072310721318, + "TN": 111090745, + "TP": 71, + "n_pred": 87, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8411001409668087, + "FN": 47953, + "FP": 10324, + "IoU": 0.7257746512010916, + "TN": 96908510, + "TP": 154238, + "n_pred": 164562, + "n_ref": 202191 + }, + "10": { + "Dice": 0.0011505016722408027, + "FN": 74358, + "FP": 306, + "IoU": 0.000575581940112707, + "TN": 97046318, + "TP": 43, + "n_pred": 349, + "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": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.0, + "FN": 51371, + "FP": 4584, + "IoU": 0.0, + "TN": 97065070, + "TP": 0, + "n_pred": 4584, + "n_ref": 51371 + }, + "14": { + "Dice": 0.898288302118514, + "FN": 16278, + "FP": 10224, + "IoU": 0.8153569612139537, + "TN": 96977494, + "TP": 117029, + "n_pred": 127253, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7587210375874319, + "FN": 17137, + "FP": 15530, + "IoU": 0.6112413571505075, + "TN": 97036996, + "TP": 51362, + "n_pred": 66892, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5599452826939542, + "FN": 51961, + "FP": 129474, + "IoU": 0.3888361157147284, + "TN": 96824157, + "TP": 115433, + "n_pred": 244907, + "n_ref": 167394 + }, + "3": { + "Dice": 0.3381079023694582, + "FN": 149667, + "FP": 125095, + "IoU": 0.20344756609139586, + "TN": 96776086, + "TP": 70177, + "n_pred": 195272, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5167570781006168, + "FN": 3325, + "FP": 22687, + "IoU": 0.34839679358717435, + "TN": 97081105, + "TP": 13908, + "n_pred": 36595, + "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": 0.9016680527001291, + "FN": 116913, + "FP": 203876, + "IoU": 0.8209431173487955, + "TN": 95329477, + "TP": 1470759, + "n_pred": 1674635, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.13598363428424157, + "FN": 301439, + "FP": 20395, + "IoU": 0.07295195298997581, + "TN": 96773865, + "TP": 25326, + "n_pred": 45721, + "n_ref": 326765 + }, + "8": { + "Dice": 0.46205173146838585, + "FN": 46857, + "FP": 77139, + "IoU": 0.300433857836804, + "TN": 96943778, + "TP": 53251, + "n_pred": 130390, + "n_ref": 100108 + }, + "9": { + "Dice": 0.3520312475781577, + "FN": 72733, + "FP": 10877, + "IoU": 0.21361524425800868, + "TN": 97014703, + "TP": 22712, + "n_pred": 33589, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.041325227731829096, + "FN": 192799, + "FP": 8423, + "IoU": 0.021098565375391006, + "TN": 78850846, + "TP": 4337, + "n_pred": 12760, + "n_ref": 197136 + }, + "10": { + "Dice": 0.00042715484363081615, + "FN": 92991, + "FP": 5292, + "IoU": 0.000213623046875, + "TN": 78958101, + "TP": 21, + "n_pred": 5313, + "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": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.02633181969210322, + "FN": 64524, + "FP": 5806, + "IoU": 0.013341563670543342, + "TN": 78985124, + "TP": 951, + "n_pred": 6757, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4274058292915099, + "FN": 9591, + "FP": 66201, + "IoU": 0.27178393335831436, + "TN": 78952326, + "TP": 28287, + "n_pred": 94488, + "n_ref": 37878 + }, + "15": { + "Dice": 0.22526315789473683, + "FN": 32861, + "FP": 6147, + "IoU": 0.1269276393831554, + "TN": 79011726, + "TP": 5671, + "n_pred": 11818, + "n_ref": 38532 + }, + "2": { + "Dice": 0.45723307917480394, + "FN": 60186, + "FP": 64601, + "IoU": 0.2963721045627805, + "TN": 78879057, + "TP": 52561, + "n_pred": 117162, + "n_ref": 112747 + }, + "3": { + "Dice": 0.00010868856378931809, + "FN": 121370, + "FP": 62622, + "IoU": 5.434723535613743e-05, + "TN": 78872403, + "TP": 10, + "n_pred": 62632, + "n_ref": 121380 + }, + "4": { + "Dice": 0.027560335125672127, + "FN": 7931, + "FP": 30952, + "IoU": 0.013972713901709184, + "TN": 79016971, + "TP": 551, + "n_pred": 31503, + "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": 0.816151290032704, + "FN": 153849, + "FP": 370926, + "IoU": 0.689405059245493, + "TN": 77366825, + "TP": 1164805, + "n_pred": 1535731, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.07492002559181062, + "FN": 455230, + "FP": 7458, + "IoU": 0.038917876965003824, + "TN": 78574981, + "TP": 18736, + "n_pred": 26194, + "n_ref": 473966 + }, + "8": { + "Dice": 0.2805857078245138, + "FN": 21601, + "FP": 29299, + "IoU": 0.16318679512050768, + "TN": 78995579, + "TP": 9926, + "n_pred": 39225, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5963170492873463, + "FN": 27445, + "FP": 31919, + "IoU": 0.42482317604883246, + "TN": 78953195, + "TP": 43846, + "n_pred": 75765, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6380585418851143, + "FN": 107154, + "FP": 36097, + "IoU": 0.46849190035544935, + "TN": 122442422, + "TP": 126267, + "n_pred": 162364, + "n_ref": 233421 + }, + "10": { + "Dice": 0.0278579689039277, + "FN": 108770, + "FP": 4713, + "IoU": 0.014125741688312817, + "TN": 122596831, + "TP": 1626, + "n_pred": 6339, + "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": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0, + "FN": 53800, + "FP": 887, + "IoU": 0.0, + "TN": 122657253, + "TP": 0, + "n_pred": 887, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7288211654724868, + "FN": 35424, + "FP": 18357, + "IoU": 0.5733427474375654, + "TN": 122585888, + "TP": 72271, + "n_pred": 90628, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6633887067800063, + "FN": 15268, + "FP": 21084, + "IoU": 0.496321339004891, + "TN": 122639767, + "TP": 35821, + "n_pred": 56905, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6173040655830243, + "FN": 40707, + "FP": 78613, + "IoU": 0.4464496135539123, + "TN": 122496386, + "TP": 96234, + "n_pred": 174847, + "n_ref": 136941 + }, + "3": { + "Dice": 0.1522282791634945, + "FN": 112188, + "FP": 263079, + "IoU": 0.08238478673901296, + "TN": 122302981, + "TP": 33692, + "n_pred": 296771, + "n_ref": 145880 + }, + "4": { + "Dice": 0.4775050858745363, + "FN": 19587, + "FP": 80836, + "IoU": 0.31363328799611784, + "TN": 122565629, + "TP": 45888, + "n_pred": 126724, + "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": 0.8242416815880489, + "FN": 183919, + "FP": 467261, + "IoU": 0.701029853398204, + "TN": 120533863, + "TP": 1526897, + "n_pred": 1994158, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.11608218350913997, + "FN": 528929, + "FP": 39043, + "IoU": 0.06161743495019553, + "TN": 122106673, + "TP": 37295, + "n_pred": 76338, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5633214117866654, + "FN": 51947, + "FP": 79064, + "IoU": 0.3920998171812504, + "TN": 122496426, + "TP": 84503, + "n_pred": 163567, + "n_ref": 136450 + }, + "9": { + "Dice": 0.08195882522582866, + "FN": 70341, + "FP": 28342, + "IoU": 0.04273048269439702, + "TN": 122608852, + "TP": 4405, + "n_pred": 32747, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3083400/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset631_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_001/summary_cross_val.json b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..32a456e184ee3a3204660cf755dc6039bdbd83d0 --- /dev/null +++ b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_001/summary_cross_val.json @@ -0,0 +1,11292 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 867.0102564102566, + "FP": 336.08717948717947, + "IoU": NaN, + "TN": 199370.98461538463, + "TP": 1616.6871794871797, + "n_pred": 1952.7743589743588, + "n_ref": 2483.6974358974358 + }, + "mean": { + "1": { + "Dice": 0.32648753661077784, + "FN": 703.6153846153846, + "FP": 306.0, + "IoU": 0.29316159478343357, + "TN": 195728.84615384616, + "TP": 5452.307692307692, + "n_pred": 5758.307692307692, + "n_ref": 6155.923076923077 + }, + "10": { + "Dice": 0.5044083656233307, + "FN": 1093.3076923076924, + "FP": 155.76923076923077, + "IoU": 0.33761221804197944, + "TN": 200272.46153846153, + "TP": 669.2307692307693, + "n_pred": 825.0, + "n_ref": 1762.5384615384614 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 202190.76923076922, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.12325938205596089, + "FN": 327.61538461538464, + "FP": 36.30769230769231, + "IoU": 0.06981919760757518, + "TN": 201776.15384615384, + "TP": 50.69230769230769, + "n_pred": 87.0, + "n_ref": 378.3076923076923 + }, + "13": { + "Dice": 0.10870341707346112, + "FN": 362.6923076923077, + "FP": 166.92307692307693, + "IoU": 0.0694507835082915, + "TN": 201520.6923076923, + "TP": 140.46153846153845, + "n_pred": 307.38461538461536, + "n_ref": 503.15384615384613 + }, + "14": { + "Dice": 0.33972777930026493, + "FN": 4389.307692307692, + "FP": 58.69230769230769, + "IoU": 0.20462173314993123, + "TN": 196598.46153846153, + "TP": 1144.3076923076924, + "n_pred": 1203.0, + "n_ref": 5533.615384615385 + }, + "15": { + "Dice": 0.3058690744920993, + "FN": 125.07692307692308, + "FP": 98.61538461538461, + "IoU": 0.28258602711157454, + "TN": 201216.61538461538, + "TP": 750.4615384615385, + "n_pred": 849.0769230769231, + "n_ref": 875.5384615384615 + }, + "2": { + "Dice": 0.1909723404496805, + "FN": 2791.0, + "FP": 114.38461538461539, + "IoU": 0.13382006744289623, + "TN": 197343.92307692306, + "TP": 1941.4615384615386, + "n_pred": 2055.846153846154, + "n_ref": 4732.461538461538 + }, + "3": { + "Dice": 0.5078091210870973, + "FN": 1289.2307692307693, + "FP": 2575.076923076923, + "IoU": 0.43361654429040986, + "TN": 196959.53846153847, + "TP": 1366.923076923077, + "n_pred": 3942.0, + "n_ref": 2656.153846153846 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 8.153846153846153, + "IoU": 0.0, + "TN": 202182.61538461538, + "TP": 0.0, + "n_pred": 8.153846153846153, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 365.53846153846155, + "FP": 0.0, + "IoU": 0.0, + "TN": 201825.23076923078, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 365.53846153846155 + }, + "6": { + "Dice": 0.6961491078765625, + "FN": 553.1538461538462, + "FP": 578.6923076923077, + "IoU": 0.6528961871627159, + "TN": 193441.23076923078, + "TP": 7617.692307692308, + "n_pred": 8196.384615384615, + "n_ref": 8170.846153846154 + }, + "7": { + "Dice": 0.2965237763339375, + "FN": 319.0769230769231, + "FP": 468.0769230769231, + "IoU": 0.20575884219957782, + "TN": 200859.38461538462, + "TP": 544.2307692307693, + "n_pred": 1012.3076923076923, + "n_ref": 863.3076923076923 + }, + "8": { + "Dice": 0.9031180758709269, + "FN": 477.6923076923077, + "FP": 405.7692307692308, + "IoU": 0.8272047800145524, + "TN": 196737.46153846153, + "TP": 4569.846153846154, + "n_pred": 4975.615384615385, + "n_ref": 5047.538461538462 + }, + "9": { + "Dice": 0.016590531075034554, + "FN": 207.84615384615384, + "FP": 68.84615384615384, + "IoU": 0.008399929860465562, + "TN": 201911.38461538462, + "TP": 2.6923076923076925, + "n_pred": 71.53846153846153, + "n_ref": 210.53846153846155 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.06201550387596899, + "FN": 34, + "FP": 87, + "IoU": 0.032, + "TN": 175107, + "TP": 4, + "n_pred": 91, + "n_ref": 38 + }, + "10": { + "Dice": 0.5374242107463935, + "FN": 7447, + "FP": 1403, + "IoU": 0.3674505038953613, + "TN": 161241, + "TP": 5141, + "n_pred": 6544, + "n_ref": 12588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0924092409240924, + "FN": 1095, + "FP": 5, + "IoU": 0.04844290657439446, + "TN": 174076, + "TP": 56, + "n_pred": 61, + "n_ref": 1151 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 175127, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.9565964761495488, + "FN": 300, + "FP": 306, + "IoU": 0.9168039538714992, + "TN": 167948, + "TP": 6678, + "n_pred": 6984, + "n_ref": 6978 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4752, + "FP": 0, + "IoU": 0.0, + "TN": 170480, + "TP": 0, + "n_pred": 0, + "n_ref": 4752 + }, + "6": { + "Dice": 0.8596187175043327, + "FN": 5520, + "FP": 2013, + "IoU": 0.7537993920972644, + "TN": 144635, + "TP": 23064, + "n_pred": 25077, + "n_ref": 28584 + }, + "7": { + "Dice": 0.5986595874314562, + "FN": 3442, + "FP": 5780, + "IoU": 0.4272049689440994, + "TN": 159132, + "TP": 6878, + "n_pred": 12658, + "n_ref": 10320 + }, + "8": { + "Dice": 0.9299282397636134, + "FN": 997, + "FP": 1659, + "IoU": 0.8690335305719921, + "TN": 154952, + "TP": 17624, + "n_pred": 19283, + "n_ref": 18621 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 758, + "IoU": 0.0, + "TN": 174474, + "TP": 0, + "n_pred": 758, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 644, + "IoU": 0.0, + "TN": 349820, + "TP": 0, + "n_pred": 644, + "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": 226, + "IoU": 0.0, + "TN": 350238, + "TP": 0, + "n_pred": 226, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.48083941605839414, + "FN": 2107, + "FP": 169, + "IoU": 0.3165165165165165, + "TN": 171902, + "TP": 1054, + "n_pred": 1223, + "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": 1, + "IoU": 0.0, + "TN": 174743, + "TP": 0, + "n_pred": 1, + "n_ref": 488 + }, + "13": { + "Dice": 0.4348136682938445, + "FN": 4052, + "FP": 695, + "IoU": 0.277803134033166, + "TN": 168659, + "TP": 1826, + "n_pred": 2521, + "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": 0.6252110298255487, + "FN": 1328, + "FP": 4, + "IoU": 0.4547687269750307, + "TN": 172789, + "TP": 1111, + "n_pred": 1115, + "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": 0.2632696390658174, + "FN": 180, + "FP": 167, + "IoU": 0.15158924205378974, + "TN": 174823, + "TP": 62, + "n_pred": 229, + "n_ref": 242 + }, + "8": { + "Dice": 0.8315649098393924, + "FN": 3906, + "FP": 1904, + "IoU": 0.711691147280667, + "TN": 155080, + "TP": 14342, + "n_pred": 16246, + "n_ref": 18248 + }, + "9": { + "Dice": 0.023965141612200435, + "FN": 2676, + "FP": 12, + "IoU": 0.012127894156560088, + "TN": 172511, + "TP": 33, + "n_pred": 45, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.33972777930026493, + "FN": 57061, + "FP": 763, + "IoU": 0.20462173314993123, + "TN": 102532, + "TP": 14876, + "n_pred": 15639, + "n_ref": 71937 + }, + "15": { + "Dice": 0.917607223476298, + "FN": 1626, + "FP": 126, + "IoU": 0.8477580813347236, + "TN": 163724, + "TP": 9756, + "n_pred": 9882, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 174983, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9174471059563645, + "FN": 9113, + "FP": 3642, + "IoU": 0.8474847843503007, + "TN": 91601, + "TP": 70876, + "n_pred": 74518, + "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": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "3": { + "Dice": 0.5403577795536977, + "FN": 14954, + "FP": 0, + "IoU": 0.3701987870619946, + "TN": 151488, + "TP": 8790, + "n_pred": 8790, + "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": 4539, + "IoU": 0.0, + "TN": 170693, + "TP": 0, + "n_pred": 4539, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.4949614700652045, + "FN": 4659, + "FP": 453, + "IoU": 0.32886963371406064, + "TN": 167615, + "TP": 2505, + "n_pred": 2958, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.27736890524379026, + "FN": 2676, + "FP": 466, + "IoU": 0.1610146862483311, + "TN": 171487, + "TP": 603, + "n_pred": 1069, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9246894409937888, + "FN": 178, + "FP": 16, + "IoU": 0.859927797833935, + "TN": 173847, + "TP": 1191, + "n_pred": 1207, + "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": 0.9365835777126099, + "FN": 868, + "FP": 170, + "IoU": 0.880730782488797, + "TN": 166529, + "TP": 7665, + "n_pred": 7835, + "n_ref": 8533 + }, + "7": { + "Dice": 0.6206896551724138, + "FN": 165, + "FP": 0, + "IoU": 0.45, + "TN": 174932, + "TP": 135, + "n_pred": 135, + "n_ref": 300 + }, + "8": { + "Dice": 0.9478610780097749, + "FN": 1307, + "FP": 1712, + "IoU": 0.9008896621909983, + "TN": 144771, + "TP": 27442, + "n_pred": 29154, + "n_ref": 28749 + }, + "9": { + "Dice": 0.025806451612903226, + "FN": 26, + "FP": 125, + "IoU": 0.013071895424836602, + "TN": 175079, + "TP": 2, + "n_pred": 127, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 1370, + "IoU": 0.0, + "TN": 349094, + "TP": 0, + "n_pred": 1370, + "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": 512, + "IoU": 0.0, + "TN": 349952, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "2": { + "Dice": 0.5729170213490415, + "FN": 36283, + "FP": 1346, + "IoU": 0.4014602023286887, + "TN": 287596, + "TP": 25239, + "n_pred": 26585, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32924, + "IoU": 0.0, + "TN": 317540, + "TP": 0, + "n_pred": 32924, + "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": 138, + "IoU": 0.0, + "TN": 350326, + "TP": 0, + "n_pred": 138, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.9883941362893073, + "FN": 803, + "FP": 801, + "IoU": 0.9770545740648022, + "TN": 105327, + "TP": 68301, + "n_pred": 69102, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1213.0205128205127, + "FP": 592.3897435897435, + "IoU": NaN, + "TN": 209882.47179487182, + "TP": 3982.2717948717955, + "n_pred": 4574.66153846154, + "n_ref": 5195.292307692307 + }, + "mean": { + "1": { + "Dice": 0.06963702047135731, + "FN": 4944.615384615385, + "FP": 340.84615384615387, + "IoU": 0.04215788377421371, + "TN": 209061.3076923077, + "TP": 1323.3846153846155, + "n_pred": 1664.2307692307693, + "n_ref": 6268.0 + }, + "10": { + "Dice": 0.12561943012841675, + "FN": 735.8461538461538, + "FP": 534.0769230769231, + "IoU": 0.08378291135132923, + "TN": 214359.46153846153, + "TP": 40.76923076923077, + "n_pred": 574.8461538461538, + "n_ref": 776.6153846153846 + }, + "11": { + "Dice": 0.1280281323261266, + "FN": 259.84615384615387, + "FP": 47.53846153846154, + "IoU": 0.086046918767507, + "TN": 215211.53846153847, + "TP": 151.23076923076923, + "n_pred": 198.76923076923077, + "n_ref": 411.0769230769231 + }, + "12": { + "Dice": 0.14094782634605643, + "FN": 43.61538461538461, + "FP": 102.92307692307692, + "IoU": 0.0837293613905849, + "TN": 215494.0, + "TP": 29.615384615384617, + "n_pred": 132.53846153846155, + "n_ref": 73.23076923076923 + }, + "13": { + "Dice": 0.18569124527555306, + "FN": 1652.6923076923076, + "FP": 70.53846153846153, + "IoU": 0.11899432972829449, + "TN": 213244.61538461538, + "TP": 702.3076923076923, + "n_pred": 772.8461538461538, + "n_ref": 2355.0 + }, + "14": { + "Dice": 0.0, + "FN": 115.46153846153847, + "FP": 21.0, + "IoU": 0.0, + "TN": 215533.6923076923, + "TP": 0.0, + "n_pred": 21.0, + "n_ref": 115.46153846153847 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 215670.15384615384, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.5276106194690265, + "FN": 101.53846153846153, + "FP": 309.0769230769231, + "IoU": 0.35833633850222385, + "TN": 215030.23076923078, + "TP": 229.30769230769232, + "n_pred": 538.3846153846154, + "n_ref": 330.84615384615387 + }, + "3": { + "Dice": 0.5075720296516386, + "FN": 363.6923076923077, + "FP": 269.2307692307692, + "IoU": 0.43780051716969237, + "TN": 210091.76923076922, + "TP": 4945.461538461538, + "n_pred": 5214.692307692308, + "n_ref": 5309.153846153846 + }, + "4": { + "Dice": 0.25748444498223655, + "FN": 142.15384615384616, + "FP": 784.8461538461538, + "IoU": 0.19343498568541967, + "TN": 214270.53846153847, + "TP": 472.61538461538464, + "n_pred": 1257.4615384615386, + "n_ref": 614.7692307692307 + }, + "5": { + "Dice": 0.012849998174716168, + "FN": 635.2307692307693, + "FP": 282.61538461538464, + "IoU": 0.006551274892983436, + "TN": 214738.76923076922, + "TP": 13.538461538461538, + "n_pred": 296.15384615384613, + "n_ref": 648.7692307692307 + }, + "6": { + "Dice": 0.7205722371718354, + "FN": 3730.153846153846, + "FP": 4194.7692307692305, + "IoU": 0.6427041556525939, + "TN": 165890.46153846153, + "TP": 41854.769230769234, + "n_pred": 46049.53846153846, + "n_ref": 45584.92307692308 + }, + "7": { + "Dice": 0.3069806582250916, + "FN": 3214.5384615384614, + "FP": 1214.3846153846155, + "IoU": 0.23658871773527437, + "TN": 206123.3076923077, + "TP": 5117.923076923077, + "n_pred": 6332.307692307692, + "n_ref": 8332.461538461539 + }, + "8": { + "Dice": 0.8544048018488812, + "FN": 1033.2307692307693, + "FP": 355.3076923076923, + "IoU": 0.7521492865966517, + "TN": 210428.84615384616, + "TP": 3852.769230769231, + "n_pred": 4208.076923076923, + "n_ref": 4886.0 + }, + "9": { + "Dice": 0.2926743271257294, + "FN": 1222.6923076923076, + "FP": 358.6923076923077, + "IoU": 0.21038949163892307, + "TN": 213088.38461538462, + "TP": 1000.3846153846154, + "n_pred": 1359.076923076923, + "n_ref": 2223.076923076923 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1502, + "IoU": 0.0, + "TN": 348962, + "TP": 0, + "n_pred": 1502, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 350309, + "TP": 0, + "n_pred": 155, + "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": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "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": 1283, + "FP": 1865, + "IoU": 0.0, + "TN": 347316, + "TP": 0, + "n_pred": 1865, + "n_ref": 1283 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 762, + "IoU": 0.0, + "TN": 349702, + "TP": 0, + "n_pred": 762, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2260, + "IoU": 0.0, + "TN": 348204, + "TP": 0, + "n_pred": 2260, + "n_ref": 0 + }, + "8": { + "Dice": 0.855361738633114, + "FN": 3922, + "FP": 3665, + "IoU": 0.747276906165684, + "TN": 320443, + "TP": 22434, + "n_pred": 26099, + "n_ref": 26356 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": 0.5490981963927856, + "FN": 136, + "FP": 314, + "IoU": 0.3784530386740331, + "TN": 174508, + "TP": 274, + "n_pred": 588, + "n_ref": 410 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 79, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 79, + "n_ref": 3 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.481061653303843, + "FN": 11063, + "FP": 199, + "IoU": 0.31670913724062616, + "TN": 158750, + "TP": 5220, + "n_pred": 5419, + "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": 0.7492036525801656, + "FN": 389, + "FP": 3154, + "IoU": 0.598981324278438, + "TN": 166397, + "TP": 5292, + "n_pred": 8446, + "n_ref": 5681 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9355513438669194, + "FN": 2313, + "FP": 4250, + "IoU": 0.8789069707369276, + "TN": 121034, + "TP": 47635, + "n_pred": 51885, + "n_ref": 49948 + }, + "7": { + "Dice": 0.7367610016298711, + "FN": 3109, + "FP": 5774, + "IoU": 0.5832316787088299, + "TN": 153918, + "TP": 12431, + "n_pred": 18205, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6041798606713109, + "FN": 523, + "FP": 102, + "IoU": 0.43284936479128855, + "TN": 174130, + "TP": 477, + "n_pred": 579, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 4019, + "IoU": 0.0, + "TN": 171213, + "TP": 0, + "n_pred": 4019, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6576111307628817, + "FN": 12119, + "FP": 2400, + "IoU": 0.4898812451689973, + "TN": 146770, + "TP": 13943, + "n_pred": 16343, + "n_ref": 26062 + }, + "7": { + "Dice": 0.8417445251407025, + "FN": 16222, + "FP": 818, + "IoU": 0.7267347691518193, + "TN": 112875, + "TP": 45317, + "n_pred": 46135, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3775, + "IoU": 0.0, + "TN": 171457, + "TP": 0, + "n_pred": 3775, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 175106, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "12": { + "Dice": 0.18938053097345134, + "FN": 72, + "FP": 844, + "IoU": 0.10459433040078202, + "TN": 174209, + "TP": 107, + "n_pred": 951, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.038549994524148506, + "FN": 6975, + "FP": 1804, + "IoU": 0.019653824678950306, + "TN": 166277, + "TP": 176, + "n_pred": 1980, + "n_ref": 7151 + }, + "6": { + "Dice": 0.47806653217831574, + "FN": 5161, + "FP": 8034, + "IoU": 0.3141178916727311, + "TN": 155994, + "TP": 6043, + "n_pred": 14077, + "n_ref": 11204 + }, + "7": { + "Dice": 0.29846983437795443, + "FN": 18573, + "FP": 1462, + "IoU": 0.1754126023788945, + "TN": 150935, + "TP": 4262, + "n_pred": 5724, + "n_ref": 22835 + }, + "8": { + "Dice": 0.895979646463308, + "FN": 3824, + "FP": 101, + "IoU": 0.8115608046473667, + "TN": 154403, + "TP": 16904, + "n_pred": 17005, + "n_ref": 20728 + }, + "9": { + "Dice": 0.0, + "FN": 4566, + "FP": 492, + "IoU": 0.0, + "TN": 170174, + "TP": 0, + "n_pred": 492, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3481851023567865, + "FN": 64280, + "FP": 133, + "IoU": 0.21078941887106853, + "TN": 268847, + "TP": 17204, + "n_pred": 17337, + "n_ref": 81484 + }, + "10": { + "Dice": 0.021804763502180476, + "FN": 3334, + "FP": 2498, + "IoU": 0.01102255384093607, + "TN": 344567, + "TP": 65, + "n_pred": 2563, + "n_ref": 3399 + }, + "11": { + "Dice": 0.5121125293045063, + "FN": 3375, + "FP": 371, + "IoU": 0.344187675070028, + "TN": 344752, + "TP": 1966, + "n_pred": 2337, + "n_ref": 5341 + }, + "12": { + "Dice": 0.3744107744107744, + "FN": 495, + "FP": 434, + "IoU": 0.23032311516155757, + "TN": 349257, + "TP": 278, + "n_pred": 712, + "n_ref": 773 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 133, + "IoU": 0.0, + "TN": 350109, + "TP": 0, + "n_pred": 133, + "n_ref": 222 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 350191, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5276106194690265, + "FN": 1320, + "FP": 4018, + "IoU": 0.35833633850222385, + "TN": 342145, + "TP": 2981, + "n_pred": 6999, + "n_ref": 4301 + }, + "3": { + "Dice": 0.5640707415451442, + "FN": 2107, + "FP": 703, + "IoU": 0.39282627484874677, + "TN": 345836, + "TP": 1818, + "n_pred": 2521, + "n_ref": 3925 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2631, + "IoU": 0.0, + "TN": 347833, + "TP": 0, + "n_pred": 2631, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8063563165388884, + "FN": 7561, + "FP": 30654, + "IoU": 0.6755418955519141, + "TN": 232683, + "TP": 79566, + "n_pred": 110220, + "n_ref": 87127 + }, + "7": { + "Dice": 0.5788699046522046, + "FN": 3885, + "FP": 2696, + "IoU": 0.4073306916426513, + "TN": 339360, + "TP": 4523, + "n_pred": 7219, + "n_ref": 8408 + }, + "8": { + "Dice": 0.8509504352460473, + "FN": 58, + "FP": 781, + "IoU": 0.7405689548546691, + "TN": 347230, + "TP": 2395, + "n_pred": 3176, + "n_ref": 2453 + }, + "9": { + "Dice": 0.6899416702233604, + "FN": 8216, + "FP": 2681, + "IoU": 0.5266495808175145, + "TN": 327443, + "TP": 12124, + "n_pred": 14805, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1525974025974026, + "FN": 1756, + "FP": 332, + "IoU": 0.08260105448154657, + "TN": 172956, + "TP": 188, + "n_pred": 520, + "n_ref": 1944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 396, + "IoU": 0.0, + "TN": 174836, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.950155442390952, + "FN": 7576, + "FP": 5491, + "IoU": 0.9050439281743465, + "TN": 37621, + "TP": 124544, + "n_pred": 130035, + "n_ref": 132120 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2177, + "IoU": 0.0, + "TN": 173055, + "TP": 0, + "n_pred": 2177, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.05719419074711783, + "FN": 6096, + "FP": 201, + "IoU": 0.02943896424167694, + "TN": 168744, + "TP": 191, + "n_pred": 392, + "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": 0.47619657025851037, + "FN": 7980, + "FP": 206, + "IoU": 0.31250524901318555, + "TN": 163325, + "TP": 3721, + "n_pred": 3927, + "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": 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": 0.7295913438315139, + "FN": 5584, + "FP": 14, + "IoU": 0.574296577946768, + "TN": 162082, + "TP": 7552, + "n_pred": 7566, + "n_ref": 13136 + }, + "9": { + "Dice": 0.1692501047339757, + "FN": 2590, + "FP": 1376, + "IoU": 0.09244851258581235, + "TN": 170862, + "TP": 404, + "n_pred": 1780, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9586453474097717, + "FN": 2621, + "FP": 2769, + "IoU": 0.9205752766603303, + "TN": 107369, + "TP": 62473, + "n_pred": 65242, + "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": 0.9401408450704225, + "FN": 44, + "FP": 58, + "IoU": 0.8870431893687708, + "TN": 174329, + "TP": 801, + "n_pred": 859, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2764, + "IoU": 0.0, + "TN": 172468, + "TP": 0, + "n_pred": 2764, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.004291845493562232, + "FN": 464, + "FP": 0, + "IoU": 0.002150537634408602, + "TN": 174767, + "TP": 1, + "n_pred": 1, + "n_ref": 465 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5382185723310171, + "FN": 1459, + "FP": 3, + "IoU": 0.3681936041486603, + "TN": 172918, + "TP": 852, + "n_pred": 855, + "n_ref": 2311 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812459286179587, + "FN": 3078, + "FP": 2939, + "IoU": 0.9631823382917143, + "TN": 11805, + "TP": 157410, + "n_pred": 160349, + "n_ref": 160488 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 565, + "IoU": 0.0, + "TN": 174667, + "TP": 0, + "n_pred": 565, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 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": 1501, + "FP": 0, + "IoU": 0.0, + "TN": 348963, + "TP": 0, + "n_pred": 0, + "n_ref": 1501 + }, + "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": 0.9555912030187675, + "FN": 10684, + "FP": 2, + "IoU": 0.9149589756241197, + "TN": 224807, + "TP": 114971, + "n_pred": 114973, + "n_ref": 125655 + }, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3047150252785892, + "FN": 1404.4205128205133, + "FP": 992.6974358974359, + "IoU": 0.24391324632024328, + "TN": 223483.80000000002, + "TP": 3268.6205128205124, + "n_pred": 4261.317948717949, + "n_ref": 4673.041025641025 + }, + "mean": { + "1": { + "Dice": 0.29684013148173144, + "FN": 6767.153846153846, + "FP": 371.15384615384613, + "IoU": 0.23616113844457365, + "TN": 216219.23076923078, + "TP": 5792.0, + "n_pred": 6163.153846153846, + "n_ref": 12559.153846153846 + }, + "10": { + "Dice": 0.48940668156030653, + "FN": 2631.5384615384614, + "FP": 2355.4615384615386, + "IoU": 0.35826450049756725, + "TN": 220921.0, + "TP": 3241.5384615384614, + "n_pred": 5597.0, + "n_ref": 5873.076923076923 + }, + "11": { + "Dice": 0.18310828198824, + "FN": 184.23076923076923, + "FP": 174.0, + "IoU": 0.1129571746597346, + "TN": 228690.61538461538, + "TP": 100.6923076923077, + "n_pred": 274.6923076923077, + "n_ref": 284.9230769230769 + }, + "12": { + "Dice": 0.20703450475149895, + "FN": 353.9230769230769, + "FP": 171.6153846153846, + "IoU": 0.14190340119951925, + "TN": 228339.38461538462, + "TP": 284.61538461538464, + "n_pred": 456.2307692307692, + "n_ref": 638.5384615384615 + }, + "13": { + "Dice": 0.18613360329617784, + "FN": 940.1538461538462, + "FP": 339.9230769230769, + "IoU": 0.13802692854825335, + "TN": 227167.0, + "TP": 702.4615384615385, + "n_pred": 1042.3846153846155, + "n_ref": 1642.6153846153845 + }, + "14": { + "Dice": 0.3928025087960838, + "FN": 152.23076923076923, + "FP": 711.9230769230769, + "IoU": 0.3234553127165082, + "TN": 226705.23076923078, + "TP": 1580.1538461538462, + "n_pred": 2292.076923076923, + "n_ref": 1732.3846153846155 + }, + "15": { + "Dice": 0.0, + "FN": 622.1538461538462, + "FP": 498.2307692307692, + "IoU": 0.0, + "TN": 228029.15384615384, + "TP": 0.0, + "n_pred": 498.2307692307692, + "n_ref": 622.1538461538462 + }, + "2": { + "Dice": 0.12623342450576464, + "FN": 1090.7692307692307, + "FP": 482.61538461538464, + "IoU": 0.08443332870177389, + "TN": 227015.23076923078, + "TP": 560.9230769230769, + "n_pred": 1043.5384615384614, + "n_ref": 1651.6923076923076 + }, + "3": { + "Dice": 0.419839001136659, + "FN": 1126.3846153846155, + "FP": 1346.6153846153845, + "IoU": 0.37217856182586057, + "TN": 223268.3076923077, + "TP": 3408.230769230769, + "n_pred": 4754.846153846154, + "n_ref": 4534.615384615385 + }, + "4": { + "Dice": 0.11325699681479395, + "FN": 1691.923076923077, + "FP": 325.15384615384613, + "IoU": 0.0755385387647478, + "TN": 226456.76923076922, + "TP": 675.6923076923077, + "n_pred": 1000.8461538461538, + "n_ref": 2367.6153846153848 + }, + "5": { + "Dice": 0.0, + "FN": 539.2307692307693, + "FP": 0.23076923076923078, + "IoU": 0.0, + "TN": 228610.07692307694, + "TP": 0.0, + "n_pred": 0.23076923076923078, + "n_ref": 539.2307692307693 + }, + "6": { + "Dice": 0.6151533753243527, + "FN": 1200.5384615384614, + "FP": 5344.076923076923, + "IoU": 0.5554337531665821, + "TN": 199135.61538461538, + "TP": 23469.30769230769, + "n_pred": 28813.384615384617, + "n_ref": 24669.846153846152 + }, + "7": { + "Dice": 0.44720748701023616, + "FN": 1251.5384615384614, + "FP": 1262.7692307692307, + "IoU": 0.35889968793709115, + "TN": 223520.0, + "TP": 3115.230769230769, + "n_pred": 4378.0, + "n_ref": 4366.7692307692305 + }, + "8": { + "Dice": 0.7387742050229692, + "FN": 434.38461538461536, + "FP": 708.3846153846154, + "IoU": 0.6560555400724424, + "TN": 223258.76923076922, + "TP": 4748.0, + "n_pred": 5456.384615384615, + "n_ref": 5182.384615384615 + }, + "9": { + "Dice": 0.35493517749002307, + "FN": 2080.153846153846, + "FP": 798.3076923076923, + "IoU": 0.24539082826899494, + "TN": 224920.61538461538, + "TP": 1350.4615384615386, + "n_pred": 2148.769230769231, + "n_ref": 3430.6153846153848 + } + }, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8777033395318032, + "FN": 4245, + "FP": 556, + "IoU": 0.7820600118026239, + "TN": 153203, + "TP": 17228, + "n_pred": 17784, + "n_ref": 21473 + }, + "10": { + "Dice": 0.6376021798365122, + "FN": 1766, + "FP": 894, + "IoU": 0.468, + "TN": 170232, + "TP": 2340, + "n_pred": 3234, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.46916299559471364, + "FN": 2161, + "FP": 249, + "IoU": 0.3064748201438849, + "TN": 171757, + "TP": 1065, + "n_pred": 1314, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "3": { + "Dice": 0.9028538483712886, + "FN": 1137, + "FP": 3244, + "IoU": 0.8229111928533894, + "TN": 150493, + "TP": 20358, + "n_pred": 23602, + "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": 53, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 53, + "n_ref": 3 + }, + "7": { + "Dice": 0.8382202173467296, + "FN": 1750, + "FP": 617, + "IoU": 0.7214966466643135, + "TN": 166733, + "TP": 6132, + "n_pred": 6749, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8595591137170886, + "FN": 1330, + "FP": 1161, + "IoU": 0.7537077318568322, + "TN": 165118, + "TP": 7623, + "n_pred": 8784, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.7856050175921676, + "FN": 1979, + "FP": 9233, + "IoU": 0.6469106254330164, + "TN": 143478, + "TP": 20542, + "n_pred": 29775, + "n_ref": 22521 + }, + "15": { + "Dice": 0.0, + "FN": 8088, + "FP": 6231, + "IoU": 0.0, + "TN": 160913, + "TP": 0, + "n_pred": 6231, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 350236, + "TP": 0, + "n_pred": 228, + "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": 0.5619254005778829, + "FN": 12904, + "FP": 438, + "IoU": 0.3907484360016439, + "TN": 328565, + "TP": 8557, + "n_pred": 8995, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9507072893784555, + "FN": 2239, + "FP": 2406, + "IoU": 0.9060458342604018, + "TN": 301025, + "TP": 44794, + "n_pred": 47200, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11485, + "IoU": 0.0, + "TN": 338979, + "TP": 0, + "n_pred": 11485, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.12821085548358277, + "FN": 261, + "FP": 3642, + "IoU": 0.0684964200477327, + "TN": 171042, + "TP": 287, + "n_pred": 3929, + "n_ref": 548 + }, + "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": 512, + "IoU": 0.0, + "TN": 174720, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "13": { + "Dice": 0.6507100536066961, + "FN": 4741, + "FP": 2687, + "IoU": 0.48226109988150834, + "TN": 160885, + "TP": 6919, + "n_pred": 9606, + "n_ref": 11660 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 614, + "IoU": 0.0, + "TN": 174618, + "TP": 0, + "n_pred": 614, + "n_ref": 0 + }, + "8": { + "Dice": 0.8391520484543741, + "FN": 1130, + "FP": 4500, + "IoU": 0.7228785193935814, + "TN": 154916, + "TP": 14686, + "n_pred": 19186, + "n_ref": 15816 + }, + "9": { + "Dice": 0.6374756525126607, + "FN": 4273, + "FP": 380, + "IoU": 0.4678636779505947, + "TN": 166488, + "TP": 4091, + "n_pred": 4471, + "n_ref": 8364 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.42815420560747663, + "FN": 1255, + "FP": 703, + "IoU": 0.2723894463024898, + "TN": 172541, + "TP": 733, + "n_pred": 1436, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 149, + "IoU": 0.0, + "TN": 175083, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7957705723178953, + "FN": 5304, + "FP": 7753, + "IoU": 0.6608130926094298, + "TN": 136737, + "TP": 25438, + "n_pred": 33191, + "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": 0.24234234234234234, + "FN": 6729, + "FP": 1681, + "IoU": 0.13787801127626859, + "TN": 165477, + "TP": 1345, + "n_pred": 3026, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1194, + "IoU": 0.0, + "TN": 349270, + "TP": 0, + "n_pred": 1194, + "n_ref": 0 + }, + "10": { + "Dice": 0.43054611375481533, + "FN": 4500, + "FP": 526, + "IoU": 0.2743286168062374, + "TN": 343538, + "TP": 1900, + "n_pred": 2426, + "n_ref": 6400 + }, + "11": { + "Dice": 0.30427892234548337, + "FN": 1140, + "FP": 1494, + "IoU": 0.17943925233644858, + "TN": 347254, + "TP": 576, + "n_pred": 2070, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4961, + "FP": 0, + "IoU": 0.0, + "TN": 345503, + "TP": 0, + "n_pred": 0, + "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": 0.5049336980230585, + "FN": 14180, + "FP": 119, + "IoU": 0.33773331480709556, + "TN": 328873, + "TP": 7292, + "n_pred": 7411, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8760, + "IoU": 0.0, + "TN": 341704, + "TP": 0, + "n_pred": 8760, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 5904, + "FP": 0, + "IoU": 0.0, + "TN": 344560, + "TP": 0, + "n_pred": 0, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9295619997145147, + "FN": 2414, + "FP": 4001, + "IoU": 0.8683940587559494, + "TN": 301720, + "TP": 42329, + "n_pred": 46330, + "n_ref": 44743 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7022016222479722, + "FN": 17, + "FP": 240, + "IoU": 0.5410714285714285, + "TN": 349904, + "TP": 303, + "n_pred": 543, + "n_ref": 320 + }, + "9": { + "Dice": 0.6463239455012406, + "FN": 3271, + "FP": 4854, + "IoU": 0.4774583574506399, + "TN": 334915, + "TP": 7424, + "n_pred": 12278, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 175178, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7010, + "FP": 3, + "IoU": 0.0, + "TN": 168219, + "TP": 0, + "n_pred": 3, + "n_ref": 7010 + }, + "6": { + "Dice": 0.7720303221248401, + "FN": 962, + "FP": 10977, + "IoU": 0.6287047115534131, + "TN": 143077, + "TP": 20216, + "n_pred": 31193, + "n_ref": 21178 + }, + "7": { + "Dice": 0.4708981435022579, + "FN": 4218, + "FP": 0, + "IoU": 0.30795734208367515, + "TN": 169137, + "TP": 1877, + "n_pred": 1877, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9153481434127111, + "FN": 2662, + "FP": 516, + "IoU": 0.843909626719057, + "TN": 154872, + "TP": 17182, + "n_pred": 17698, + "n_ref": 19844 + }, + "9": { + "Dice": 0.41749521116482713, + "FN": 12605, + "FP": 167, + "IoU": 0.2638192403020347, + "TN": 157883, + "TP": 4577, + "n_pred": 4744, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6969463430657856, + "FN": 23878, + "FP": 109, + "IoU": 0.5348562120653881, + "TN": 123663, + "TP": 27582, + "n_pred": 27691, + "n_ref": 51460 + }, + "10": { + "Dice": 0.5030103793447346, + "FN": 11603, + "FP": 1852, + "IoU": 0.33601460718515597, + "TN": 154968, + "TP": 6809, + "n_pred": 8661, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19318181818181818, + "FN": 244, + "FP": 40, + "IoU": 0.1069182389937107, + "TN": 174914, + "TP": 34, + "n_pred": 74, + "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": 427, + "IoU": 0.0, + "TN": 174805, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "3": { + "Dice": 0.6578232286340394, + "FN": 7516, + "FP": 4195, + "IoU": 0.4901166840822013, + "TN": 152264, + "TP": 11257, + "n_pred": 15452, + "n_ref": 18773 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "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": 226, + "IoU": 0.0, + "TN": 175006, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "7": { + "Dice": 0.14044213263979194, + "FN": 1320, + "FP": 2, + "IoU": 0.07552447552447553, + "TN": 173802, + "TP": 108, + "n_pred": 110, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 175091, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "10": { + "Dice": 0.7311630047164385, + "FN": 652, + "FP": 1685, + "IoU": 0.5762466001813237, + "TN": 169717, + "TP": 3178, + "n_pred": 4863, + "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": 0, + "IoU": 0.0, + "TN": 173362, + "TP": 0, + "n_pred": 0, + "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": 0.11761658031088083, + "FN": 3187, + "FP": 219, + "IoU": 0.06248279658684283, + "TN": 171599, + "TP": 227, + "n_pred": 446, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9688220722644572, + "FN": 2635, + "FP": 5760, + "IoU": 0.9395294897282969, + "TN": 36404, + "TP": 130433, + "n_pred": 136193, + "n_ref": 133068 + }, + "7": { + "Dice": 0.6653487715334652, + "FN": 1976, + "FP": 394, + "IoU": 0.49851883199322894, + "TN": 170506, + "TP": 2356, + "n_pred": 2750, + "n_ref": 4332 + }, + "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": 306, + "IoU": 0.0, + "TN": 174926, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5032312377745314, + "FN": 59850, + "FP": 339, + "IoU": 0.3362117452440033, + "TN": 259789, + "TP": 30486, + "n_pred": 30825, + "n_ref": 90336 + }, + "10": { + "Dice": 0.1063627730294397, + "FN": 3764, + "FP": 0, + "IoU": 0.05616850551654965, + "TN": 346476, + "TP": 224, + "n_pred": 224, + "n_ref": 3988 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 350218, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5678, + "IoU": 0.0, + "TN": 344786, + "TP": 0, + "n_pred": 5678, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 5219, + "FP": 969, + "IoU": 0.0, + "TN": 344276, + "TP": 0, + "n_pred": 969, + "n_ref": 5219 + }, + "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": 34656, + "IoU": 0.0, + "TN": 315808, + "TP": 0, + "n_pred": 34656, + "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": 62, + "IoU": 0.0, + "TN": 350402, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2952, + "IoU": 0.0, + "TN": 347512, + "TP": 0, + "n_pred": 2952, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2258, + "IoU": 0.0, + "TN": 348206, + "TP": 0, + "n_pred": 2258, + "n_ref": 0 + }, + "10": { + "Dice": 0.8294308357348703, + "FN": 2070, + "FP": 1718, + "IoU": 0.7085705493152793, + "TN": 337466, + "TP": 9210, + "n_pred": 10928, + "n_ref": 11280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6937208664655882, + "FN": 1712, + "FP": 522, + "IoU": 0.5310663308144417, + "TN": 345700, + "TP": 2530, + "n_pred": 3052, + "n_ref": 4242 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "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": 0.9583569298146261, + "FN": 771, + "FP": 332, + "IoU": 0.9200434940195723, + "TN": 336669, + "TP": 12692, + "n_pred": 13024, + "n_ref": 13463 + }, + "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": 0.9510441545716211, + "FN": 1651, + "FP": 2346, + "IoU": 0.9066579482029845, + "TN": 307643, + "TP": 38824, + "n_pred": 41170, + "n_ref": 40475 + }, + "7": { + "Dice": 0.9690346083788707, + "FN": 1194, + "FP": 455, + "IoU": 0.9399293286219081, + "TN": 323013, + "TP": 25802, + "n_pred": 26257, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9446210824219978, + "FN": 477, + "FP": 1108, + "IoU": 0.8950539627888499, + "TN": 335361, + "TP": 13518, + "n_pred": 14626, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.5489273105820585, + "FN": 9594, + "FP": 20304, + "IoU": 0.3782907049282595, + "TN": 127142, + "TP": 18192, + "n_pred": 38496, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09317585301837271, + "FN": 484, + "FP": 898, + "IoU": 0.048864418444597386, + "TN": 173779, + "TP": 71, + "n_pred": 969, + "n_ref": 555 + }, + "13": { + "Dice": 0.6522251694665487, + "FN": 650, + "FP": 1710, + "IoU": 0.48392739995626505, + "TN": 170659, + "TP": 2213, + "n_pred": 3923, + "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": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3417, + "IoU": 0.0, + "TN": 171815, + "TP": 0, + "n_pred": 3417, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7835973428717424, + "FN": 399, + "FP": 1295, + "IoU": 0.6441923965553455, + "TN": 170471, + "TP": 3067, + "n_pred": 4362, + "n_ref": 3466 + }, + "7": { + "Dice": 0.49371602268077397, + "FN": 5812, + "FP": 2849, + "IoU": 0.3277708786091276, + "TN": 162348, + "TP": 4223, + "n_pred": 7072, + "n_ref": 10035 + }, + "8": { + "Dice": 0.9105374249066407, + "FN": 31, + "FP": 1622, + "IoU": 0.8357675111773473, + "TN": 165167, + "TP": 8412, + "n_pred": 10034, + "n_ref": 8443 + }, + "9": { + "Dice": 0.5409090909090909, + "FN": 164, + "FP": 38, + "IoU": 0.3707165109034268, + "TN": 174911, + "TP": 119, + "n_pred": 157, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3622363846030836, + "FN": 2288.7128205128206, + "FP": 982.605128205128, + "IoU": 0.2994721255346754, + "TN": 196230.85128205127, + "TP": 2688.5999999999995, + "n_pred": 3671.2051282051284, + "n_ref": 4977.31282051282 + }, + "mean": { + "1": { + "Dice": 0.2639186756247152, + "FN": 4423.307692307692, + "FP": 840.6923076923077, + "IoU": 0.2197737896310041, + "TN": 195938.46153846153, + "TP": 988.3076923076923, + "n_pred": 1829.0, + "n_ref": 5411.615384615385 + }, + "10": { + "Dice": 0.35801318788892145, + "FN": 304.6923076923077, + "FP": 1099.1538461538462, + "IoU": 0.29499635011485154, + "TN": 199147.76923076922, + "TP": 1639.1538461538462, + "n_pred": 2738.3076923076924, + "n_ref": 1943.8461538461538 + }, + "11": { + "Dice": 0.31142520612485275, + "FN": 213.46153846153845, + "FP": 11.384615384615385, + "IoU": 0.18443080357142858, + "TN": 201915.07692307694, + "TP": 50.84615384615385, + "n_pred": 62.23076923076923, + "n_ref": 264.3076923076923 + }, + "12": { + "Dice": 0.13366231170129222, + "FN": 365.2307692307692, + "FP": 65.15384615384616, + "IoU": 0.07882335748457858, + "TN": 201691.84615384616, + "TP": 68.53846153846153, + "n_pred": 133.69230769230768, + "n_ref": 433.7692307692308 + }, + "13": { + "Dice": 0.0, + "FN": 7.923076923076923, + "FP": 135.30769230769232, + "IoU": 0.0, + "TN": 202047.53846153847, + "TP": 0.0, + "n_pred": 135.30769230769232, + "n_ref": 7.923076923076923 + }, + "14": { + "Dice": 0.9360620359193825, + "FN": 59.53846153846154, + "FP": 209.3846153846154, + "IoU": 0.8798088493141266, + "TN": 199953.3076923077, + "TP": 1968.5384615384614, + "n_pred": 2177.923076923077, + "n_ref": 2028.076923076923 + }, + "15": { + "Dice": 0.6032553248261682, + "FN": 1747.1538461538462, + "FP": 197.23076923076923, + "IoU": 0.43190093046253425, + "TN": 198768.15384615384, + "TP": 1478.2307692307693, + "n_pred": 1675.4615384615386, + "n_ref": 3225.3846153846152 + }, + "2": { + "Dice": 0.18782437425420878, + "FN": 2741.153846153846, + "FP": 1417.3076923076924, + "IoU": 0.15041563046882195, + "TN": 196022.38461538462, + "TP": 2009.923076923077, + "n_pred": 3427.230769230769, + "n_ref": 4751.076923076923 + }, + "3": { + "Dice": 0.4501479757981192, + "FN": 2639.076923076923, + "FP": 2818.076923076923, + "IoU": 0.37398669963765013, + "TN": 190788.84615384616, + "TP": 5944.7692307692305, + "n_pred": 8762.846153846154, + "n_ref": 8583.846153846154 + }, + "4": { + "Dice": 0.4536201166081186, + "FN": 599.1538461538462, + "FP": 198.0, + "IoU": 0.41542733321816105, + "TN": 198131.84615384616, + "TP": 3261.769230769231, + "n_pred": 3459.769230769231, + "n_ref": 3860.923076923077 + }, + "5": { + "Dice": 0.10114568503830249, + "FN": 1019.5384615384615, + "FP": 0.38461538461538464, + "IoU": 0.05326669046769011, + "TN": 201113.46153846153, + "TP": 57.38461538461539, + "n_pred": 57.76923076923077, + "n_ref": 1076.923076923077 + }, + "6": { + "Dice": 0.507340025946307, + "FN": 5486.615384615385, + "FP": 6797.461538461538, + "IoU": 0.45547389000900923, + "TN": 171029.6923076923, + "TP": 18877.0, + "n_pred": 25674.46153846154, + "n_ref": 24363.615384615383 + }, + "7": { + "Dice": 0.19874748310743517, + "FN": 14134.076923076924, + "FP": 758.2307692307693, + "IoU": 0.1586971622343547, + "TN": 184849.23076923078, + "TP": 2449.230769230769, + "n_pred": 3207.4615384615386, + "n_ref": 16583.30769230769 + }, + "8": { + "Dice": 0.3261531830693428, + "FN": 27.153846153846153, + "FP": 125.53846153846153, + "IoU": 0.3192758376004449, + "TN": 200757.46153846153, + "TP": 1280.6153846153845, + "n_pred": 1406.1538461538462, + "n_ref": 1307.7692307692307 + }, + "9": { + "Dice": 0.6022301831390875, + "FN": 562.6153846153846, + "FP": 65.76923076923077, + "IoU": 0.47580455880547495, + "TN": 201307.6923076923, + "TP": 254.69230769230768, + "n_pred": 320.46153846153845, + "n_ref": 817.3076923076923 + } + }, + "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": 5, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 5, + "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": 0.8870303179386262, + "FN": 5282, + "FP": 229, + "IoU": 0.7969941429992264, + "TN": 148085, + "TP": 21636, + "n_pred": 21865, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9436094473951859, + "FN": 1175, + "FP": 2817, + "IoU": 0.8932391955498502, + "TN": 137840, + "TP": 33400, + "n_pred": 36217, + "n_ref": 34575 + }, + "7": { + "Dice": 0.8989504727209645, + "FN": 1811, + "FP": 1684, + "IoU": 0.8164487159287852, + "TN": 156191, + "TP": 15546, + "n_pred": 17230, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8702261541336989, + "FN": 1828, + "FP": 255, + "IoU": 0.7702657990515055, + "TN": 166165, + "TP": 6984, + "n_pred": 7239, + "n_ref": 8812 + }, + "10": { + "Dice": 0.4739450770261219, + "FN": 1122, + "FP": 2805, + "IoU": 0.3105688202247191, + "TN": 169536, + "TP": 1769, + "n_pred": 4574, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.39655172413793105, + "FN": 964, + "FP": 506, + "IoU": 0.24731182795698925, + "TN": 173279, + "TP": 483, + "n_pred": 989, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9499548634619724, + "FN": 3722, + "FP": 1600, + "IoU": 0.9046800279404653, + "TN": 119399, + "TP": 50511, + "n_pred": 52111, + "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": 627, + "IoU": 0.0, + "TN": 174605, + "TP": 0, + "n_pred": 627, + "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": 27, + "FP": 0, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 0, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17183544772252898, + "FN": 55647, + "FP": 298, + "IoU": 0.09399342499473676, + "TN": 113483, + "TP": 5804, + "n_pred": 6102, + "n_ref": 61451 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 174995, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1188, + "IoU": 0.0, + "TN": 174044, + "TP": 0, + "n_pred": 1188, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1435, + "IoU": 0.0, + "TN": 173797, + "TP": 0, + "n_pred": 1435, + "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": 52626, + "IoU": 0.0, + "TN": 122606, + "TP": 0, + "n_pred": 52626, + "n_ref": 0 + }, + "7": { + "Dice": 0.38189478752859035, + "FN": 50086, + "FP": 1260, + "IoU": 0.2360135698131175, + "TN": 108024, + "TP": 15862, + "n_pred": 17122, + "n_ref": 65948 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.7490196078431373, + "FN": 2124, + "FP": 2100, + "IoU": 0.5987460815047022, + "TN": 164705, + "TP": 6303, + "n_pred": 8403, + "n_ref": 8427 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09523809523809523, + "FN": 38, + "FP": 0, + "IoU": 0.05, + "TN": 175192, + "TP": 2, + "n_pred": 2, + "n_ref": 40 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6800176271850364, + "FN": 6455, + "FP": 80, + "IoU": 0.515171748646042, + "TN": 161753, + "TP": 6944, + "n_pred": 7024, + "n_ref": 13399 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 185, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 130791, + "FP": 0, + "IoU": 0.0, + "TN": 44441, + "TP": 0, + "n_pred": 0, + "n_ref": 130791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9690, + "IoU": 0.0, + "TN": 165542, + "TP": 0, + "n_pred": 9690, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7247, + "IoU": 0.0, + "TN": 167985, + "TP": 0, + "n_pred": 7247, + "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": 259, + "IoU": 0.0, + "TN": 174973, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 26, + "FP": 259, + "IoU": 0.0, + "TN": 174947, + "TP": 0, + "n_pred": 259, + "n_ref": 26 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1277, + "IoU": 0.0, + "TN": 173955, + "TP": 0, + "n_pred": 1277, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 852, + "FP": 0, + "IoU": 0.0, + "TN": 174380, + "TP": 0, + "n_pred": 0, + "n_ref": 852 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 468, + "IoU": 0.0, + "TN": 174764, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 885, + "IoU": 0.0, + "TN": 174347, + "TP": 0, + "n_pred": 885, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1225, + "IoU": 0.0, + "TN": 174007, + "TP": 0, + "n_pred": 1225, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9274501484938481, + "FN": 2507, + "FP": 742, + "IoU": 0.8647151898734177, + "TN": 151216, + "TP": 20767, + "n_pred": 21509, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481203636233321, + "FN": 1462, + "FP": 2881, + "IoU": 0.9013582265830835, + "TN": 131204, + "TP": 39685, + "n_pred": 42566, + "n_ref": 41147 + }, + "7": { + "Dice": 0.11038712150249137, + "FN": 947, + "FP": 6016, + "IoU": 0.05841784989858012, + "TN": 167837, + "TP": 432, + "n_pred": 6448, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0078.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": 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": 168, + "IoU": 0.0, + "TN": 350296, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8989796803191028, + "FN": 467, + "FP": 6523, + "IoU": 0.8164969022366901, + "TN": 312372, + "TP": 31102, + "n_pred": 37625, + "n_ref": 31569 + }, + "7": { + "Dice": 0.0, + "FN": 26, + "FP": 12, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 12, + "n_ref": 26 + }, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7126046049393036, + "FN": 61886, + "FP": 0, + "IoU": 0.5535242767477094, + "TN": 36622, + "TP": 76724, + "n_pred": 76724, + "n_ref": 138610 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8053691275167785, + "FN": 28, + "FP": 1, + "IoU": 0.6741573033707865, + "TN": 350375, + "TP": 60, + "n_pred": 61, + "n_ref": 88 + }, + "10": { + "Dice": 0.9251144424642694, + "FN": 715, + "FP": 1428, + "IoU": 0.8606631989596879, + "TN": 335084, + "TP": 13237, + "n_pred": 14665, + "n_ref": 13952 + }, + "11": { + "Dice": 0.31142520612485275, + "FN": 2775, + "FP": 148, + "IoU": 0.18443080357142858, + "TN": 346880, + "TP": 661, + "n_pred": 809, + "n_ref": 3436 + }, + "12": { + "Dice": 0.17652173913043478, + "FN": 3746, + "FP": 42, + "IoU": 0.09680495946590367, + "TN": 346270, + "TP": 406, + "n_pred": 448, + "n_ref": 4152 + }, + "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": 0.7512974970168351, + "FN": 1403, + "FP": 15896, + "IoU": 0.6016625218752878, + "TN": 307036, + "TP": 26129, + "n_pred": 42025, + "n_ref": 27532 + }, + "3": { + "Dice": 0.6207673883435871, + "FN": 23279, + "FP": 946, + "IoU": 0.45008172160174337, + "TN": 306412, + "TP": 19827, + "n_pred": 20773, + "n_ref": 43106 + }, + "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": 0.970654022401126, + "FN": 1639, + "FP": 1864, + "IoU": 0.9429813138876229, + "TN": 289028, + "TP": 57933, + "n_pred": 59797, + "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": 0.8461822205828108, + "FN": 407, + "FP": 10, + "IoU": 0.7333759590792839, + "TN": 348900, + "TP": 1147, + "n_pred": 1157, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 602, + "IoU": 0.0, + "TN": 174630, + "TP": 0, + "n_pred": 602, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1251, + "IoU": 0.0, + "TN": 139749, + "TP": 0, + "n_pred": 1251, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34009, + "IoU": 0.0, + "TN": 141223, + "TP": 0, + "n_pred": 34009, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8682804149638479, + "FN": 818, + "FP": 20, + "IoU": 0.7672222222222222, + "TN": 171632, + "TP": 2762, + "n_pred": 2782, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 472, + "IoU": 0.0, + "TN": 174760, + "TP": 0, + "n_pred": 472, + "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": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 174926, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.10114568503830249, + "FN": 13254, + "FP": 5, + "IoU": 0.05326669046769011, + "TN": 161227, + "TP": 746, + "n_pred": 751, + "n_ref": 14000 + }, + "6": { + "Dice": 0.2384917517674784, + "FN": 3879, + "FP": 20356, + "IoU": 0.13539065287192295, + "TN": 147202, + "TP": 3795, + "n_pred": 24151, + "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": 0.9784595492080285, + "FN": 326, + "FP": 407, + "IoU": 0.9578275128013348, + "TN": 157851, + "TP": 16648, + "n_pred": 17055, + "n_ref": 16974 + }, + "9": { + "Dice": 0.35827814569536426, + "FN": 6907, + "FP": 845, + "IoU": 0.218233158531666, + "TN": 165316, + "TP": 2164, + "n_pred": 3009, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.9360620359193825, + "FN": 774, + "FP": 2722, + "IoU": 0.8798088493141266, + "TN": 146145, + "TP": 25591, + "n_pred": 28313, + "n_ref": 26365 + }, + "15": { + "Dice": 0.6032553248261682, + "FN": 22713, + "FP": 2564, + "IoU": 0.43190093046253425, + "TN": 130738, + "TP": 19217, + "n_pred": 21781, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0321.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1086.3285714285714, + "FP": 800.3761904761903, + "IoU": NaN, + "TN": 209722.96666666667, + "TP": 1172.0428571428572, + "n_pred": 1972.4190476190477, + "n_ref": 2258.3714285714286 + }, + "mean": { + "1": { + "Dice": 0.0973508218043705, + "FN": 2413.785714285714, + "FP": 1438.5714285714287, + "IoU": 0.07301108941662428, + "TN": 206881.42857142858, + "TP": 2047.9285714285713, + "n_pred": 3486.5, + "n_ref": 4461.714285714285 + }, + "10": { + "Dice": 0.32709102610193375, + "FN": 760.7142857142857, + "FP": 410.14285714285717, + "IoU": 0.26628642696942234, + "TN": 210550.07142857142, + "TP": 1060.7857142857142, + "n_pred": 1470.9285714285713, + "n_ref": 1821.5 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 212781.7142857143, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 212781.7142857143, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.15247192424845443, + "FN": 2404.285714285714, + "FP": 309.64285714285717, + "IoU": 0.09474710090464272, + "TN": 209749.64285714287, + "TP": 318.14285714285717, + "n_pred": 627.7857142857143, + "n_ref": 2722.4285714285716 + }, + "14": { + "Dice": 0.12224758109417656, + "FN": 995.0714285714286, + "FP": 2279.6428571428573, + "IoU": 0.07834515489266486, + "TN": 208999.2857142857, + "TP": 507.7142857142857, + "n_pred": 2787.3571428571427, + "n_ref": 1502.7857142857142 + }, + "15": { + "Dice": 0.012361053456943868, + "FN": 2809.285714285714, + "FP": 226.42857142857142, + "IoU": 0.006337195554504611, + "TN": 209669.42857142858, + "TP": 76.57142857142857, + "n_pred": 303.0, + "n_ref": 2885.8571428571427 + }, + "2": { + "Dice": 0.11177271357462772, + "FN": 356.92857142857144, + "FP": 909.6428571428571, + "IoU": 0.08407985866829261, + "TN": 210746.85714285713, + "TP": 768.2857142857143, + "n_pred": 1677.9285714285713, + "n_ref": 1125.2142857142858 + }, + "3": { + "Dice": 0.19083828095212158, + "FN": 123.21428571428571, + "FP": 1226.2857142857142, + "IoU": 0.18247916666666666, + "TN": 208929.64285714287, + "TP": 2502.5714285714284, + "n_pred": 3728.8571428571427, + "n_ref": 2625.785714285714 + }, + "4": { + "Dice": 0.0, + "FN": 177.71428571428572, + "FP": 46.142857142857146, + "IoU": 0.0, + "TN": 212557.85714285713, + "TP": 0.0, + "n_pred": 46.142857142857146, + "n_ref": 177.71428571428572 + }, + "5": { + "Dice": 0.6926829268292682, + "FN": 303.64285714285717, + "FP": 33.857142857142854, + "IoU": 0.5298507462686567, + "TN": 212063.85714285713, + "TP": 380.35714285714283, + "n_pred": 414.2142857142857, + "n_ref": 684.0 + }, + "6": { + "Dice": 0.34094174014336015, + "FN": 1999.142857142857, + "FP": 3449.8571428571427, + "IoU": 0.264422532871416, + "TN": 202334.85714285713, + "TP": 4997.857142857143, + "n_pred": 8447.714285714286, + "n_ref": 6997.0 + }, + "7": { + "Dice": 0.0894510014540533, + "FN": 2964.285714285714, + "FP": 1416.2857142857142, + "IoU": 0.05651347749414765, + "TN": 207252.0, + "TP": 1149.142857142857, + "n_pred": 2565.4285714285716, + "n_ref": 4113.428571428572 + }, + "8": { + "Dice": 0.8835310548803763, + "FN": 645.2857142857143, + "FP": 86.92857142857143, + "IoU": 0.7941989604220931, + "TN": 208929.7142857143, + "TP": 3119.785714285714, + "n_pred": 3206.714285714286, + "n_ref": 3765.0714285714284 + }, + "9": { + "Dice": 0.7172007076862591, + "FN": 341.57142857142856, + "FP": 172.21428571428572, + "IoU": 0.5590903518450411, + "TN": 211616.42857142858, + "TP": 651.5, + "n_pred": 823.7142857142857, + "n_ref": 993.0714285714286 + } + }, + "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": 0.06201771934838525, + "FN": 5489, + "FP": 1075, + "IoU": 0.03200117976699602, + "TN": 168451, + "TP": 217, + "n_pred": 1292, + "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": 0.4176938263699909, + "FN": 7620, + "FP": 3293, + "IoU": 0.2639778781951845, + "TN": 160405, + "TP": 3914, + "n_pred": 7207, + "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": 0.0, + "FN": 44, + "FP": 0, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 0, + "n_ref": 44 + }, + "8": { + "Dice": 0.8391353559892886, + "FN": 5662, + "FP": 165, + "IoU": 0.7228537455410226, + "TN": 154207, + "TP": 15198, + "n_pred": 15363, + "n_ref": 20860 + }, + "9": { + "Dice": 0.7172007076862591, + "FN": 4782, + "FP": 2411, + "IoU": 0.5590903518450411, + "TN": 158918, + "TP": 9121, + "n_pred": 11532, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.008974358974358974, + "FN": 6184, + "FP": 0, + "IoU": 0.004507405022537025, + "TN": 344252, + "TP": 28, + "n_pred": 28, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 2488, + "FP": 0, + "IoU": 0.0, + "TN": 347976, + "TP": 0, + "n_pred": 0, + "n_ref": 2488 + }, + "5": { + "Dice": 0.6926829268292682, + "FN": 4251, + "FP": 474, + "IoU": 0.5298507462686567, + "TN": 340414, + "TP": 5325, + "n_pred": 5799, + "n_ref": 9576 + }, + "6": { + "Dice": 0.18817499542375984, + "FN": 554, + "FP": 8316, + "IoU": 0.10385936552838958, + "TN": 340566, + "TP": 1028, + "n_pred": 9344, + "n_ref": 1582 + }, + "7": { + "Dice": 0.3336589904628984, + "FN": 14097, + "FP": 226, + "IoU": 0.20023451895694902, + "TN": 332555, + "TP": 3586, + "n_pred": 3812, + "n_ref": 17683 + }, + "8": { + "Dice": 0.9279267537714639, + "FN": 3372, + "FP": 1052, + "IoU": 0.8655441753031639, + "TN": 317561, + "TP": 28479, + "n_pred": 29531, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4081, + "IoU": 0.0, + "TN": 346383, + "TP": 0, + "n_pred": 4081, + "n_ref": 0 + }, + "10": { + "Dice": 0.820687334056318, + "FN": 3297, + "FP": 1498, + "IoU": 0.6959030948756976, + "TN": 334696, + "TP": 10973, + "n_pred": 12471, + "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": 973, + "IoU": 0.0, + "TN": 349491, + "TP": 0, + "n_pred": 973, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1264, + "IoU": 0.0, + "TN": 349200, + "TP": 0, + "n_pred": 1264, + "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": 1088, + "IoU": 0.0, + "TN": 349376, + "TP": 0, + "n_pred": 1088, + "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": 0.7637861502296793, + "FN": 10938, + "FP": 15, + "IoU": 0.617843062000628, + "TN": 321803, + "TP": 17708, + "n_pred": 17723, + "n_ref": 28646 + }, + "7": { + "Dice": 0.4714000226235813, + "FN": 27359, + "FP": 679, + "IoU": 0.3083867784903799, + "TN": 309924, + "TP": 12502, + "n_pred": 13181, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 174555, + "TP": 0, + "n_pred": 677, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 896, + "IoU": 0.0, + "TN": 174336, + "TP": 0, + "n_pred": 896, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2279, + "IoU": 0.0, + "TN": 172953, + "TP": 0, + "n_pred": 2279, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.0, + "FN": 0, + "FP": 6035, + "IoU": 0.0, + "TN": 169197, + "TP": 0, + "n_pred": 6035, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10103, + "IoU": 0.0, + "TN": 165129, + "TP": 0, + "n_pred": 10103, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 174929, + "TP": 0, + "n_pred": 303, + "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": 13037, + "IoU": 0.0, + "TN": 162195, + "TP": 0, + "n_pred": 13037, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17976, + "IoU": 0.0, + "TN": 157256, + "TP": 0, + "n_pred": 17976, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6724813936562346, + "FN": 27609, + "FP": 291, + "IoU": 0.506570220893833, + "TN": 293921, + "TP": 28643, + "n_pred": 28934, + "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": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": 0.9541914047606079, + "FN": 1069, + "FP": 2295, + "IoU": 0.9123958333333333, + "TN": 312064, + "TP": 35036, + "n_pred": 37331, + "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": 0.6419763731999655, + "FN": 1442, + "FP": 23470, + "IoU": 0.4727284272017271, + "TN": 303217, + "TP": 22335, + "n_pred": 45805, + "n_ref": 23777 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 350374, + "TP": 0, + "n_pred": 90, + "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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.7527500771049656, + "FN": 1864, + "FP": 541, + "IoU": 0.6035278602044181, + "TN": 169166, + "TP": 3661, + "n_pred": 4202, + "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": 0.039721946375372394, + "FN": 26040, + "FP": 69, + "IoU": 0.020263424518743668, + "TN": 148583, + "TP": 540, + "n_pred": 609, + "n_ref": 26580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2316, + "IoU": 0.0, + "TN": 172916, + "TP": 0, + "n_pred": 2316, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 174548, + "TP": 0, + "n_pred": 684, + "n_ref": 0 + }, + "2": { + "Dice": 0.6706362814477663, + "FN": 4997, + "FP": 5568, + "IoU": 0.5044791520097557, + "TN": 153911, + "TP": 10756, + "n_pred": 16324, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4249, + "IoU": 0.0, + "TN": 170983, + "TP": 0, + "n_pred": 4249, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 296, + "IoU": 0.0, + "TN": 174936, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13362, + "IoU": 0.0, + "TN": 161870, + "TP": 0, + "n_pred": 13362, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 343, + "IoU": 0.0, + "TN": 174889, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7926546621501159, + "FN": 15054, + "FP": 65, + "IoU": 0.6565268753691672, + "TN": 131214, + "TP": 28899, + "n_pred": 28964, + "n_ref": 43953 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 174802, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 174883, + "TP": 0, + "n_pred": 349, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2162296384584823, + "FN": 4833, + "FP": 10949, + "IoU": 0.12122055793752436, + "TN": 157273, + "TP": 2177, + "n_pred": 13126, + "n_ref": 7010 + }, + "15": { + "Dice": 0.049444213827775474, + "FN": 39330, + "FP": 1888, + "IoU": 0.025348782218018444, + "TN": 132942, + "TP": 1072, + "n_pred": 2960, + "n_ref": 40402 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 94, + "IoU": 0.0, + "TN": 175138, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 17279, + "IoU": 0.0, + "TN": 157953, + "TP": 0, + "n_pred": 17279, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 506, + "IoU": 0.0, + "TN": 174726, + "TP": 0, + "n_pred": 506, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 446, + "IoU": 0.0, + "TN": 174786, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 174152, + "TP": 0, + "n_pred": 1080, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5172558481065771, + "FN": 9098, + "FP": 106, + "IoU": 0.3488503714184648, + "TN": 161097, + "TP": 4931, + "n_pred": 5037, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 175140, + "TP": 0, + "n_pred": 92, + "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": 521, + "IoU": 0.0, + "TN": 174711, + "TP": 0, + "n_pred": 521, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2718, + "IoU": 0.0, + "TN": 172514, + "TP": 0, + "n_pred": 2718, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3358813/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0349.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1371.898534798535, + "FP": 740.8311355311355, + "IoU": NaN, + "TN": 207738.2148717949, + "TP": 2545.6444688644688, + "n_pred": 3286.475604395605, + "n_ref": 3917.543003663003 + }, + "mean": { + "1": { + "Dice": 0.21084683719859046, + "FN": 3850.4956043956045, + "FP": 659.4527472527473, + "IoU": 0.17285309920996986, + "TN": 204765.85494505492, + "TP": 3120.785714285714, + "n_pred": 3780.2384615384617, + "n_ref": 6971.281318681317 + }, + "10": { + "Dice": 0.3609077382605818, + "FN": 1105.2197802197802, + "FP": 910.9208791208791, + "IoU": 0.26818848139503, + "TN": 209050.15274725272, + "TP": 1330.2956043956044, + "n_pred": 2241.2164835164835, + "n_ref": 2435.515384615385 + }, + "11": { + "Dice": NaN, + "FN": 131.5076923076923, + "FP": 46.58461538461539, + "IoU": NaN, + "TN": 212157.94285714286, + "TP": 60.55384615384615, + "n_pred": 107.13846153846154, + "n_ref": 192.06153846153848 + }, + "12": { + "Dice": NaN, + "FN": 218.0769230769231, + "FP": 75.2, + "IoU": NaN, + "TN": 212016.61978021977, + "TP": 86.69230769230771, + "n_pred": 161.89230769230767, + "n_ref": 304.7692307692308 + }, + "13": { + "Dice": 0.1266000379787293, + "FN": 1073.5494505494505, + "FP": 204.46703296703294, + "IoU": 0.08424382853789641, + "TN": 210745.89780219784, + "TP": 372.67472527472523, + "n_pred": 577.1417582417582, + "n_ref": 1446.2241758241757 + }, + "14": { + "Dice": 0.35816798102198155, + "FN": 1142.321978021978, + "FP": 656.1285714285715, + "IoU": 0.29724621001464613, + "TN": 209557.99560439558, + "TP": 1040.142857142857, + "n_pred": 1696.2714285714287, + "n_ref": 2182.4648351648348 + }, + "15": { + "Dice": NaN, + "FN": 1060.7340659340657, + "FP": 204.1010989010989, + "IoU": NaN, + "TN": 210670.70109890113, + "TP": 461.0527472527472, + "n_pred": 665.1538461538462, + "n_ref": 1521.786813186813 + }, + "2": { + "Dice": 0.22888269445066162, + "FN": 1416.278021978022, + "FP": 646.6054945054944, + "IoU": 0.1622170447568017, + "TN": 209231.7252747253, + "TP": 1101.9802197802198, + "n_pred": 1748.5857142857142, + "n_ref": 2518.2582417582416 + }, + "3": { + "Dice": 0.4152412817251271, + "FN": 1108.3197802197801, + "FP": 1647.0571428571427, + "IoU": 0.36001229791805595, + "TN": 206007.62087912086, + "TP": 3633.591208791209, + "n_pred": 5280.648351648351, + "n_ref": 4741.9109890109885 + }, + "4": { + "Dice": 0.16487231168102984, + "FN": 522.1890109890111, + "FP": 272.4593406593407, + "IoU": 0.1368801715336657, + "TN": 210719.92527472525, + "TP": 882.0153846153847, + "n_pred": 1154.4747252747252, + "n_ref": 1404.2043956043956 + }, + "5": { + "Dice": 0.1613357220084574, + "FN": 572.6362637362638, + "FP": 63.41758241758241, + "IoU": 0.11793374232586604, + "TN": 211670.2791208791, + "TP": 90.25604395604395, + "n_pred": 153.67362637362638, + "n_ref": 662.8923076923077 + }, + "6": { + "Dice": 0.5760312972924836, + "FN": 2593.9208791208794, + "FP": 4072.971428571428, + "IoU": 0.5141861037724634, + "TN": 186366.37142857144, + "TP": 19363.325274725277, + "n_pred": 23436.296703296703, + "n_ref": 21957.246153846158 + }, + "7": { + "Dice": 0.2677820812261507, + "FN": 4376.7032967032965, + "FP": 1023.9494505494506, + "IoU": 0.20329157752008914, + "TN": 204520.7846153846, + "TP": 2475.1516483516484, + "n_pred": 3499.101098901099, + "n_ref": 6851.854945054944 + }, + "8": { + "Dice": 0.7411962641384993, + "FN": 523.5494505494505, + "FP": 336.38571428571424, + "IoU": 0.6697768809412368, + "TN": 208022.45054945053, + "TP": 3514.2032967032965, + "n_pred": 3850.589010989011, + "n_ref": 4037.752747252747 + }, + "9": { + "Dice": 0.3967261853032267, + "FN": 882.9758241758242, + "FP": 292.76593406593406, + "IoU": 0.2998150320837799, + "TN": 210568.90109890111, + "TP": 651.946153846154, + "n_pred": 944.7120879120879, + "n_ref": 1534.921978021978 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_002/summary.json b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c8d6fa226733bc45e3e094d70bdd7fd8e5b4bde --- /dev/null +++ b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.533828779046564, + "FN": 54944.590666666656, + "FP": 32324.206666666665, + "IoU": 0.413380978822022, + "TN": 96238046.10266666, + "TP": 131645.94, + "n_pred": 163970.14666666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7116633857829057, + "FN": 51329.5, + "FP": 43738.02, + "IoU": 0.5873503126937142, + "TN": 96218934.68, + "TP": 142958.64, + "n_pred": 186696.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5278495087916141, + "FN": 37028.76, + "FP": 19137.76, + "IoU": 0.3814384958207895, + "TN": 96363600.52, + "TP": 37193.8, + "n_pred": 56331.56, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.414147644093458, + "FN": 2489.44, + "FP": 222.14, + "IoU": 0.2887442212759291, + "TN": 96453038.32, + "TP": 1210.94, + "n_pred": 1433.08, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.40780287675474947, + "FN": 2876.12, + "FP": 277.04, + "IoU": 0.2847751875848377, + "TN": 96452447.14, + "TP": 1360.54, + "n_pred": 1637.58, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.23855941515618023, + "FN": 48456.1, + "FP": 5604.34, + "IoU": 0.14689491297465193, + "TN": 96393498.36, + "TP": 9402.04, + "n_pred": 15006.38, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6268743523601359, + "FN": 73440.24, + "FP": 12624.98, + "IoU": 0.5125877246717686, + "TN": 96305977.72, + "TP": 64917.9, + "n_pred": 77542.88, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.37233796668316765, + "FN": 38591.92, + "FP": 3630.4, + "IoU": 0.2685495267557019, + "TN": 96399283.4, + "TP": 15455.12, + "n_pred": 19085.52, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.2636781808974785, + "FN": 128282.6, + "FP": 3981.5, + "IoU": 0.17267305407726166, + "TN": 96296137.64, + "TP": 28559.1, + "n_pred": 32540.6, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.637305614175367, + "FN": 40666.14, + "FP": 91619.28, + "IoU": 0.48204577469337556, + "TN": 96201938.98, + "TP": 122736.44, + "n_pred": 214355.72, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5355780771207277, + "FN": 12002.72, + "FP": 6376.38, + "IoU": 0.4241376365001092, + "TN": 96424006.96, + "TP": 14574.78, + "n_pred": 20951.16, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.35023795364423077, + "FN": 13475.86, + "FP": 1017.3, + "IoU": 0.24444049662246886, + "TN": 96438791.38, + "TP": 3676.3, + "n_pred": 4693.6, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8746543637646909, + "FN": 146356.36, + "FP": 209250.16, + "IoU": 0.7881594568709045, + "TN": 94888487.06, + "TP": 1212867.26, + "n_pred": 1422117.42, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6144480081121265, + "FN": 158405.74, + "FP": 61090.42, + "IoU": 0.47076607827065703, + "TN": 96056945.76, + "TP": 180518.92, + "n_pred": 241609.34, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8054659426542112, + "FN": 31791.26, + "FP": 20199.58, + "IoU": 0.6805638731320809, + "TN": 96304392.08, + "TP": 100577.92, + "n_pred": 120777.5, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6268283957074167, + "FN": 38976.1, + "FP": 6093.8, + "IoU": 0.4675879303860787, + "TN": 96373211.54, + "TP": 38679.4, + "n_pred": 44773.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6568870748059435, + "FN": 18177, + "FP": 59664, + "IoU": 0.4890780681833099, + "TN": 119440966, + "TP": 74513, + "n_pred": 134177, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5894913385459938, + "FN": 37375, + "FP": 15494, + "IoU": 0.41792819473956555, + "TN": 119502491, + "TP": 37960, + "n_pred": 53454, + "n_ref": 75335 + }, + "11": { + "Dice": 0.5338999420513811, + "FN": 2164, + "FP": 249, + "IoU": 0.36416337285902506, + "TN": 119589525, + "TP": 1382, + "n_pred": 1631, + "n_ref": 3546 + }, + "12": { + "Dice": 0.42523056653491437, + "FN": 3174, + "FP": 316, + "IoU": 0.27002719096423344, + "TN": 119588539, + "TP": 1291, + "n_pred": 1607, + "n_ref": 4465 + }, + "13": { + "Dice": 0.037543392066860796, + "FN": 51616, + "FP": 6885, + "IoU": 0.01913081385600751, + "TN": 119533678, + "TP": 1141, + "n_pred": 8026, + "n_ref": 52757 + }, + "14": { + "Dice": 0.24408592691637784, + "FN": 212801, + "FP": 2026, + "IoU": 0.1390078994513268, + "TN": 119343809, + "TP": 34684, + "n_pred": 36710, + "n_ref": 247485 + }, + "15": { + "Dice": 0.007386754535250027, + "FN": 32659, + "FP": 22167, + "IoU": 0.003707068871524623, + "TN": 119538290, + "TP": 204, + "n_pred": 22371, + "n_ref": 32863 + }, + "2": { + "Dice": 0.09854086062889515, + "FN": 133501, + "FP": 6, + "IoU": 0.05182381182352774, + "TN": 119452516, + "TP": 7297, + "n_pred": 7303, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6896900054036768, + "FN": 14027, + "FP": 126666, + "IoU": 0.5263563647136451, + "TN": 119296276, + "TP": 156351, + "n_pred": 283017, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6387147792067258, + "FN": 39338, + "FP": 4065, + "IoU": 0.4691998190023114, + "TN": 119511551, + "TP": 38366, + "n_pred": 42431, + "n_ref": 77704 + }, + "5": { + "Dice": 0.004750103263114415, + "FN": 64103, + "FP": 3363, + "IoU": 0.002380705931063037, + "TN": 119525693, + "TP": 161, + "n_pred": 3524, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9196762558328886, + "FN": 129777, + "FP": 54012, + "IoU": 0.8512969013209315, + "TN": 118357374, + "TP": 1052157, + "n_pred": 1106169, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 157319, + "IoU": 0.0, + "TN": 119436001, + "TP": 0, + "n_pred": 157319, + "n_ref": 0 + }, + "8": { + "Dice": 0.758177767107986, + "FN": 95436, + "FP": 26447, + "IoU": 0.610536473761068, + "TN": 119280369, + "TP": 191068, + "n_pred": 217515, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5727367556240711, + "FN": 45512, + "FP": 773, + "IoU": 0.40128319557090564, + "TN": 119516013, + "TP": 31022, + "n_pred": 31795, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8519347890484965, + "FN": 18884, + "FP": 40096, + "IoU": 0.7420613227557192, + "TN": 72597001, + "TP": 169679, + "n_pred": 209775, + "n_ref": 188563 + }, + "10": { + "Dice": 0.38979935474749033, + "FN": 38125, + "FP": 56821, + "IoU": 0.24208123124081998, + "TN": 72700388, + "TP": 30326, + "n_pred": 87147, + "n_ref": 68451 + }, + "11": { + "Dice": 0.4866412213740458, + "FN": 1482, + "FP": 132, + "IoU": 0.32156368221941994, + "TN": 72823281, + "TP": 765, + "n_pred": 897, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6192185850052798, + "FN": 1408, + "FP": 395, + "IoU": 0.4484551850718874, + "TN": 72822391, + "TP": 1466, + "n_pred": 1861, + "n_ref": 2874 + }, + "13": { + "Dice": 0.33241855809898946, + "FN": 39887, + "FP": 1467, + "IoU": 0.19934172313649565, + "TN": 72774010, + "TP": 10296, + "n_pred": 11763, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8466735455974843, + "FN": 7962, + "FP": 17002, + "IoU": 0.7341143891788263, + "TN": 72731770, + "TP": 68926, + "n_pred": 85928, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4393806281572589, + "FN": 30478, + "FP": 152, + "IoU": 0.28154246710294845, + "TN": 72783027, + "TP": 12003, + "n_pred": 12155, + "n_ref": 42481 + }, + "2": { + "Dice": 0.1358792976870879, + "FN": 125941, + "FP": 2, + "IoU": 0.07289189885531304, + "TN": 72689815, + "TP": 9902, + "n_pred": 9904, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6650011468872375, + "FN": 6832, + "FP": 114387, + "IoU": 0.4981286278536355, + "TN": 72584126, + "TP": 120315, + "n_pred": 234702, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6205905281621517, + "FN": 14273, + "FP": 1301, + "IoU": 0.44989580021899617, + "TN": 72797349, + "TP": 12737, + "n_pred": 14038, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6828814650547249, + "FN": 3866, + "FP": 567, + "IoU": 0.518466217684119, + "TN": 72816454, + "TP": 4773, + "n_pred": 5340, + "n_ref": 8639 + }, + "6": { + "Dice": 0.899867057278513, + "FN": 94314, + "FP": 153490, + "IoU": 0.817962104700219, + "TN": 71464383, + "TP": 1113473, + "n_pred": 1266963, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6091852367351476, + "FN": 112829, + "FP": 48905, + "IoU": 0.4380060183608654, + "TN": 72537874, + "TP": 126052, + "n_pred": 174957, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8301590606929472, + "FN": 6368, + "FP": 14838, + "IoU": 0.7096341329828021, + "TN": 72752628, + "TP": 51826, + "n_pred": 66664, + "n_ref": 58194 + }, + "9": { + "Dice": 0.6976422391343217, + "FN": 33113, + "FP": 5782, + "IoU": 0.5356763403249489, + "TN": 72741893, + "TP": 44872, + "n_pred": 50654, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8234821100355348, + "FN": 44987, + "FP": 47209, + "IoU": 0.6999316517493898, + "TN": 71502238, + "TP": 215054, + "n_pred": 262263, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7452250541226478, + "FN": 27798, + "FP": 17275, + "IoU": 0.5939113277413891, + "TN": 71698495, + "TP": 65920, + "n_pred": 83195, + "n_ref": 93718 + }, + "11": { + "Dice": 0.32801161103047893, + "FN": 2691, + "FP": 87, + "IoU": 0.19618055555555555, + "TN": 71806032, + "TP": 678, + "n_pred": 765, + "n_ref": 3369 + }, + "12": { + "Dice": 0.2027268971216086, + "FN": 5773, + "FP": 16, + "IoU": 0.11279693486590038, + "TN": 71802963, + "TP": 736, + "n_pred": 752, + "n_ref": 6509 + }, + "13": { + "Dice": 0.31144645593620945, + "FN": 51910, + "FP": 1110, + "IoU": 0.18444570918767594, + "TN": 71744477, + "TP": 11991, + "n_pred": 13101, + "n_ref": 63901 + }, + "14": { + "Dice": 0.18883689955498825, + "FN": 467728, + "FP": 0, + "IoU": 0.10426277981733953, + "TN": 71287317, + "TP": 54443, + "n_pred": 54443, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 0, + "IoU": 0.0, + "TN": 71628825, + "TP": 0, + "n_pred": 0, + "n_ref": 180663 + }, + "2": { + "Dice": 0.16533935353510157, + "FN": 133618, + "FP": 219, + "IoU": 0.0901198561454318, + "TN": 71662395, + "TP": 13256, + "n_pred": 13475, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7017799356042038, + "FN": 12481, + "FP": 134138, + "IoU": 0.540570859171568, + "TN": 71490355, + "TP": 172514, + "n_pred": 306652, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7326516136659179, + "FN": 1580, + "FP": 7466, + "IoU": 0.5780980364721795, + "TN": 71788047, + "TP": 12395, + "n_pred": 19861, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7235849056603774, + "FN": 3440, + "FP": 1834, + "IoU": 0.5668883961566888, + "TN": 71797311, + "TP": 6903, + "n_pred": 8737, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9140451587616973, + "FN": 73971, + "FP": 146872, + "IoU": 0.8416972088078923, + "TN": 70414421, + "TP": 1174224, + "n_pred": 1321096, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8673893281115599, + "FN": 40016, + "FP": 19647, + "IoU": 0.7658318517035798, + "TN": 71554701, + "TP": 195124, + "n_pred": 214771, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8673719970241818, + "FN": 15362, + "FP": 4783, + "IoU": 0.7658048315468855, + "TN": 71723470, + "TP": 65873, + "n_pred": 70656, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7880511530453402, + "FN": 28166, + "FP": 4103, + "IoU": 0.6502346654526929, + "TN": 71717229, + "TP": 59990, + "n_pred": 64093, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.839330727163975, + "FN": 57031, + "FP": 3139, + "IoU": 0.7231437471529865, + "TN": 135228177, + "TP": 157163, + "n_pred": 160302, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6492487205120936, + "FN": 41623, + "FP": 5391, + "IoU": 0.4806574906656651, + "TN": 135354984, + "TP": 43512, + "n_pred": 48903, + "n_ref": 85135 + }, + "11": { + "Dice": 0.1723076923076923, + "FN": 3211, + "FP": 17, + "IoU": 0.09427609427609428, + "TN": 135441946, + "TP": 336, + "n_pred": 353, + "n_ref": 3547 + }, + "12": { + "Dice": 0.45039237668161436, + "FN": 3901, + "FP": 21, + "IoU": 0.29064930367155, + "TN": 135439981, + "TP": 1607, + "n_pred": 1628, + "n_ref": 5508 + }, + "13": { + "Dice": 0.2723637657797224, + "FN": 34068, + "FP": 689, + "IoU": 0.1576511075565896, + "TN": 135404248, + "TP": 6505, + "n_pred": 7194, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8938944490762774, + "FN": 18108, + "FP": 11545, + "IoU": 0.8081457039337474, + "TN": 135290950, + "TP": 124907, + "n_pred": 136452, + "n_ref": 143015 + }, + "15": { + "Dice": 0.40444335671942133, + "FN": 36426, + "FP": 7376, + "IoU": 0.25348103962505325, + "TN": 135386835, + "TP": 14873, + "n_pred": 22249, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2911794925944126, + "FN": 173690, + "FP": 845, + "IoU": 0.17039793900676858, + "TN": 135235126, + "TP": 35849, + "n_pred": 36694, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6707949665690326, + "FN": 56362, + "FP": 110993, + "IoU": 0.504658761965086, + "TN": 135107652, + "TP": 170503, + "n_pred": 281496, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8271614009306882, + "FN": 3068, + "FP": 11046, + "IoU": 0.7052644767891076, + "TN": 135397623, + "TP": 33773, + "n_pred": 44819, + "n_ref": 36841 + }, + "5": { + "Dice": 0.21986771574558792, + "FN": 24537, + "FP": 350, + "IoU": 0.12351200957948863, + "TN": 135417116, + "TP": 3507, + "n_pred": 3857, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9277221301873245, + "FN": 140281, + "FP": 96889, + "IoU": 0.8651881721194111, + "TN": 133686243, + "TP": 1522097, + "n_pred": 1618986, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7243698492116118, + "FN": 72796, + "FP": 23225, + "IoU": 0.5678525619388375, + "TN": 135223315, + "TP": 126174, + "n_pred": 149399, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7517494180892687, + "FN": 85676, + "FP": 49027, + "IoU": 0.6022423934612113, + "TN": 135106854, + "TP": 203953, + "n_pred": 252980, + "n_ref": 289629 + }, + "9": { + "Dice": 0.2637570836505117, + "FN": 82442, + "FP": 4604, + "IoU": 0.15191254700987938, + "TN": 135342872, + "TP": 15592, + "n_pred": 20196, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7141308775784809, + "FN": 111590, + "FP": 4197, + "IoU": 0.5553682448130072, + "TN": 105493594, + "TP": 144624, + "n_pred": 148821, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3044446628017425, + "FN": 41895, + "FP": 43049, + "IoU": 0.17955454246914057, + "TN": 105650471, + "TP": 18590, + "n_pred": 61639, + "n_ref": 60485 + }, + "11": { + "Dice": 0.592063100813409, + "FN": 1268, + "FP": 387, + "IoU": 0.42051820728291317, + "TN": 105751149, + "TP": 1201, + "n_pred": 1588, + "n_ref": 2469 + }, + "12": { + "Dice": 0.24138534196256778, + "FN": 3714, + "FP": 623, + "IoU": 0.13725880246667993, + "TN": 105748978, + "TP": 690, + "n_pred": 1313, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2641502045930654, + "FN": 67410, + "FP": 7760, + "IoU": 0.15217342266134307, + "TN": 105665343, + "TP": 13492, + "n_pred": 21252, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8158494800807039, + "FN": 60225, + "FP": 1475, + "IoU": 0.688974472718474, + "TN": 105555629, + "TP": 136676, + "n_pred": 138151, + "n_ref": 196901 + }, + "15": { + "Dice": 0.4836515028432169, + "FN": 18406, + "FP": 1934, + "IoU": 0.31895801245563515, + "TN": 105724139, + "TP": 9526, + "n_pred": 11460, + "n_ref": 27932 + }, + "2": { + "Dice": 0.5979119638826185, + "FN": 87201, + "FP": 1149, + "IoU": 0.4264439525055343, + "TN": 105599966, + "TP": 65689, + "n_pred": 66838, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8233947710847151, + "FN": 13896, + "FP": 53694, + "IoU": 0.6998054664807198, + "TN": 105528851, + "TP": 157564, + "n_pred": 211258, + "n_ref": 171460 + }, + "4": { + "Dice": 0.38078607241602835, + "FN": 26462, + "FP": 20345, + "IoU": 0.2351672412947924, + "TN": 105692806, + "TP": 14392, + "n_pred": 34737, + "n_ref": 40854 + }, + "5": { + "Dice": 0.27976031957390146, + "FN": 10264, + "FP": 554, + "IoU": 0.1626286864308383, + "TN": 105741086, + "TP": 2101, + "n_pred": 2655, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9057378817982331, + "FN": 57077, + "FP": 250878, + "IoU": 0.8277156512432859, + "TN": 103966524, + "TP": 1479526, + "n_pred": 1730404, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6662587645970669, + "FN": 58765, + "FP": 151237, + "IoU": 0.4995412505153484, + "TN": 105334386, + "TP": 209617, + "n_pred": 360854, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8633613976480148, + "FN": 12169, + "FP": 12045, + "IoU": 0.7595742356994628, + "TN": 105653292, + "TP": 76499, + "n_pred": 88544, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6878157329689635, + "FN": 30761, + "FP": 9222, + "IoU": 0.5241761772721323, + "TN": 105669976, + "TP": 44046, + "n_pred": 53268, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8544706719672215, + "FN": 35950, + "FP": 38070, + "IoU": 0.7459177613851292, + "TN": 96846557, + "TP": 217303, + "n_pred": 255373, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6903424654669851, + "FN": 30037, + "FP": 44008, + "IoU": 0.5271167822610517, + "TN": 96981298, + "TP": 82537, + "n_pred": 126545, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6850420168067227, + "FN": 1523, + "FP": 351, + "IoU": 0.5209611451942741, + "TN": 97133968, + "TP": 2038, + "n_pred": 2389, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7510507986069412, + "FN": 1391, + "FP": 682, + "IoU": 0.6013461538461539, + "TN": 97132680, + "TP": 3127, + "n_pred": 3809, + "n_ref": 4518 + }, + "13": { + "Dice": 0.4773121519218479, + "FN": 31599, + "FP": 8476, + "IoU": 0.31346684254706797, + "TN": 97079507, + "TP": 18298, + "n_pred": 26774, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7488382406143146, + "FN": 104047, + "FP": 3562, + "IoU": 0.5985143287803094, + "TN": 96869853, + "TP": 160418, + "n_pred": 163980, + "n_ref": 264465 + }, + "15": { + "Dice": 0.045026572373101224, + "FN": 21834, + "FP": 987, + "IoU": 0.02303180786848752, + "TN": 97114521, + "TP": 538, + "n_pred": 1525, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6031789048632096, + "FN": 48975, + "FP": 68165, + "IoU": 0.43182259128477746, + "TN": 96931712, + "TP": 89028, + "n_pred": 157193, + "n_ref": 138003 + }, + "3": { + "Dice": 0.4198073310029417, + "FN": 102378, + "FP": 52646, + "IoU": 0.2656684461581458, + "TN": 96926771, + "TP": 56085, + "n_pred": 108731, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7003639524145798, + "FN": 1710, + "FP": 20354, + "IoU": 0.5388923719958203, + "TN": 97090030, + "TP": 25786, + "n_pred": 46140, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6336181826316496, + "FN": 7552, + "FP": 637, + "IoU": 0.4637197118533071, + "TN": 97122610, + "TP": 7081, + "n_pred": 7718, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8882513599066406, + "FN": 74716, + "FP": 283993, + "IoU": 0.7989677953031268, + "TN": 95353544, + "TP": 1425627, + "n_pred": 1709620, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8027335633290896, + "FN": 71712, + "FP": 18003, + "IoU": 0.6704719507223061, + "TN": 96865627, + "TP": 182538, + "n_pred": 200541, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8927933795640014, + "FN": 11542, + "FP": 16440, + "IoU": 0.8063475805558631, + "TN": 96993384, + "TP": 116514, + "n_pred": 132954, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6339332280179288, + "FN": 26645, + "FP": 21786, + "IoU": 0.4640572781798464, + "TN": 97047514, + "TP": 41935, + "n_pred": 63721, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8455143088338737, + "FN": 13640, + "FP": 44780, + "IoU": 0.7323731383624461, + "TN": 130548503, + "TP": 159869, + "n_pred": 204649, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5429681451556143, + "FN": 38675, + "FP": 26261, + "IoU": 0.37265358567854, + "TN": 130663283, + "TP": 38573, + "n_pred": 64834, + "n_ref": 77248 + }, + "11": { + "Dice": 0.4407039020657995, + "FN": 2897, + "FP": 27, + "IoU": 0.2826300294406281, + "TN": 130762716, + "TP": 1152, + "n_pred": 1179, + "n_ref": 4049 + }, + "12": { + "Dice": 0.5753768844221105, + "FN": 1954, + "FP": 74, + "IoU": 0.4038800705467372, + "TN": 130763390, + "TP": 1374, + "n_pred": 1448, + "n_ref": 3328 + }, + "13": { + "Dice": 0.23238079392149522, + "FN": 52987, + "FP": 2376, + "IoU": 0.1314654158103635, + "TN": 130703049, + "TP": 8380, + "n_pred": 10756, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9339490966160892, + "FN": 14225, + "FP": 6313, + "IoU": 0.8760830216000965, + "TN": 130601052, + "TP": 145202, + "n_pred": 151515, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7035523007979014, + "FN": 12698, + "FP": 863, + "IoU": 0.5426769635450038, + "TN": 130737139, + "TP": 16092, + "n_pred": 16955, + "n_ref": 28790 + }, + "2": { + "Dice": 0.12343228367770459, + "FN": 155387, + "FP": 53, + "IoU": 0.06577555534185979, + "TN": 130600408, + "TP": 10944, + "n_pred": 10997, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4970074146806345, + "FN": 62791, + "FP": 146216, + "IoU": 0.33067855392981005, + "TN": 130454525, + "TP": 103260, + "n_pred": 249476, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6702067650891832, + "FN": 12708, + "FP": 4247, + "IoU": 0.5039932130006144, + "TN": 130732609, + "TP": 17228, + "n_pred": 21475, + "n_ref": 29936 + }, + "5": { + "Dice": 0.28926882850183866, + "FN": 25252, + "FP": 4512, + "IoU": 0.16909075681862595, + "TN": 130730971, + "TP": 6057, + "n_pred": 10569, + "n_ref": 31309 + }, + "6": { + "Dice": 0.935996081454069, + "FN": 91197, + "FP": 79195, + "IoU": 0.8796923255068481, + "TN": 129350490, + "TP": 1245910, + "n_pred": 1325105, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8115873446729394, + "FN": 107690, + "FP": 49182, + "IoU": 0.6829171172445855, + "TN": 130272057, + "TP": 337863, + "n_pred": 387045, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7866735668654716, + "FN": 44766, + "FP": 55814, + "IoU": 0.6483610225429323, + "TN": 130480760, + "TP": 185452, + "n_pred": 241266, + "n_ref": 230218 + }, + "9": { + "Dice": 0.4353970440415472, + "FN": 72791, + "FP": 3038, + "IoU": 0.27827957398612313, + "TN": 130661725, + "TP": 29238, + "n_pred": 32276, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6322794836616665, + "FN": 75720, + "FP": 69819, + "IoU": 0.4622870506866472, + "TN": 71965345, + "TP": 125124, + "n_pred": 194943, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3872343093610885, + "FN": 44135, + "FP": 14503, + "IoU": 0.2401057460539616, + "TN": 72158842, + "TP": 18528, + "n_pred": 33031, + "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": 0.5831309697264044, + "FN": 2270, + "FP": 305, + "IoU": 0.411563071297989, + "TN": 72231632, + "TP": 1801, + "n_pred": 2106, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2436659632197769, + "FN": 60335, + "FP": 2384, + "IoU": 0.1387355469500975, + "TN": 72163186, + "TP": 10103, + "n_pred": 12487, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3591137915976634, + "FN": 52052, + "FP": 25733, + "IoU": 0.21885356203177408, + "TN": 72136430, + "TP": 21793, + "n_pred": 47526, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3944272781482084, + "FN": 21040, + "FP": 1302, + "IoU": 0.24566142210817746, + "TN": 72206390, + "TP": 7276, + "n_pred": 8578, + "n_ref": 28316 + }, + "2": { + "Dice": 0.08136871884682743, + "FN": 121859, + "FP": 883, + "IoU": 0.04240977390815897, + "TN": 72107830, + "TP": 5436, + "n_pred": 6319, + "n_ref": 127295 + }, + "3": { + "Dice": 0.587368795966265, + "FN": 57754, + "FP": 97489, + "IoU": 0.4157976931905846, + "TN": 71970273, + "TP": 110492, + "n_pred": 207981, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1831, + "IoU": 0.0, + "TN": 72234177, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + }, + "5": { + "Dice": 0.6693451185214946, + "FN": 3229, + "FP": 1709, + "IoU": 0.5030193236714976, + "TN": 72226072, + "TP": 4998, + "n_pred": 6707, + "n_ref": 8227 + }, + "6": { + "Dice": 0.569521516105724, + "FN": 637680, + "FP": 683740, + "IoU": 0.39813357734349275, + "TN": 70040471, + "TP": 874117, + "n_pred": 1557857, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.1748659250836536, + "FN": 280130, + "FP": 277909, + "IoU": 0.09580990650874151, + "TN": 71618838, + "TP": 59131, + "n_pred": 337040, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8740154535458632, + "FN": 9155, + "FP": 7688, + "IoU": 0.7762233116770962, + "TN": 72160741, + "TP": 58424, + "n_pred": 66112, + "n_ref": 67579 + }, + "9": { + "Dice": 0.35417344551356544, + "FN": 38191, + "FP": 3490, + "IoU": 0.21519487855394465, + "TN": 72182898, + "TP": 11429, + "n_pred": 14919, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03395272304049444, + "FN": 86031, + "FP": 82466, + "IoU": 0.017269535396423615, + "TN": 52381662, + "TP": 2961, + "n_pred": 85427, + "n_ref": 88992 + }, + "10": { + "Dice": 0.02530806668737703, + "FN": 46573, + "FP": 490, + "IoU": 0.012816210093552041, + "TN": 52505446, + "TP": 611, + "n_pred": 1101, + "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": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.006715323307473448, + "FN": 55647, + "FP": 560, + "IoU": 0.003368973526960654, + "TN": 52496723, + "TP": 190, + "n_pred": 750, + "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": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.5160245647810288, + "FN": 73939, + "FP": 55779, + "IoU": 0.34773120399050644, + "TN": 52354248, + "TP": 69154, + "n_pred": 124933, + "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": 0.571370475803172, + "FN": 3472, + "FP": 744, + "IoU": 0.3999430686023342, + "TN": 52546094, + "TP": 2810, + "n_pred": 3554, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8547473256399616, + "FN": 98251, + "FP": 131018, + "IoU": 0.7463395150922396, + "TN": 51649278, + "TP": 674573, + "n_pred": 805591, + "n_ref": 772824 + }, + "7": { + "Dice": 0.20525385572770155, + "FN": 166760, + "FP": 36939, + "IoU": 0.11436372569053448, + "TN": 52323117, + "TP": 26304, + "n_pred": 63243, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7032375926113874, + "FN": 17958, + "FP": 17130, + "IoU": 0.5423025749393441, + "TN": 52476458, + "TP": 41574, + "n_pred": 58704, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5553701829718568, + "FN": 47631, + "FP": 1140, + "IoU": 0.38443771298750473, + "TN": 52473890, + "TP": 30459, + "n_pred": 31599, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8069481255116289, + "FN": 23117, + "FP": 105882, + "IoU": 0.6763730419162879, + "TN": 143738646, + "TP": 269605, + "n_pred": 375487, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5765567299121355, + "FN": 53002, + "FP": 13504, + "IoU": 0.40504370074161544, + "TN": 144025467, + "TP": 45277, + "n_pred": 58781, + "n_ref": 98279 + }, + "11": { + "Dice": 0.20255226717349986, + "FN": 5873, + "FP": 1, + "IoU": 0.11268882175226586, + "TN": 144130630, + "TP": 746, + "n_pred": 747, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5900522371110607, + "FN": 3048, + "FP": 562, + "IoU": 0.4184922680412371, + "TN": 144131042, + "TP": 2598, + "n_pred": 3160, + "n_ref": 5646 + }, + "13": { + "Dice": 0.34813034305834273, + "FN": 80621, + "FP": 8060, + "IoU": 0.2107492813342708, + "TN": 144024889, + "TP": 23680, + "n_pred": 31740, + "n_ref": 104301 + }, + "14": { + "Dice": 0.39942596998999147, + "FN": 307527, + "FP": 905, + "IoU": 0.24955169989075346, + "TN": 143726253, + "TP": 102565, + "n_pred": 103470, + "n_ref": 410092 + }, + "15": { + "Dice": 0.1813539593737093, + "FN": 20251, + "FP": 1552, + "IoU": 0.09971921711123957, + "TN": 144113032, + "TP": 2415, + "n_pred": 3967, + "n_ref": 22666 + }, + "2": { + "Dice": 0.37291323496769824, + "FN": 106116, + "FP": 1240, + "IoU": 0.2291907493699606, + "TN": 143997973, + "TP": 31921, + "n_pred": 33161, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7412758915494475, + "FN": 12491, + "FP": 100388, + "IoU": 0.5889105377205601, + "TN": 143862665, + "TP": 161706, + "n_pred": 262094, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9052161479247057, + "FN": 4956, + "FP": 4722, + "IoU": 0.8268446289272168, + "TN": 144081358, + "TP": 46214, + "n_pred": 50936, + "n_ref": 51170 + }, + "5": { + "Dice": 0.4402453767966686, + "FN": 22300, + "FP": 2702, + "IoU": 0.28225297123500026, + "TN": 144102416, + "TP": 9832, + "n_pred": 12534, + "n_ref": 32132 + }, + "6": { + "Dice": 0.841185701597986, + "FN": 98905, + "FP": 376747, + "IoU": 0.7259020731431838, + "TN": 142401914, + "TP": 1259684, + "n_pred": 1636431, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8094320289966281, + "FN": 69737, + "FP": 14701, + "IoU": 0.679870489304752, + "TN": 143873488, + "TP": 179324, + "n_pred": 194025, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7590343082010826, + "FN": 64780, + "FP": 39562, + "IoU": 0.61164810052144, + "TN": 143868571, + "TP": 164337, + "n_pred": 203899, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6909892937554565, + "FN": 41827, + "FP": 5248, + "IoU": 0.5278713844425723, + "TN": 144037542, + "TP": 52633, + "n_pred": 57881, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8547943352928498, + "FN": 11748, + "FP": 56970, + "IoU": 0.7464112007439608, + "TN": 111507938, + "TP": 202264, + "n_pred": 259234, + "n_ref": 214012 + }, + "10": { + "Dice": 0.42957512803866404, + "FN": 31114, + "FP": 8425, + "IoU": 0.2735407058996454, + "TN": 111724493, + "TP": 14888, + "n_pred": 23313, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0548436699128652, + "FN": 3688, + "FP": 0, + "IoU": 0.028194993412384718, + "TN": 111775125, + "TP": 107, + "n_pred": 107, + "n_ref": 3795 + }, + "12": { + "Dice": 0.29490224739630916, + "FN": 3853, + "FP": 6, + "IoU": 0.17295327903986285, + "TN": 111774254, + "TP": 807, + "n_pred": 813, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3550241854522223, + "FN": 41273, + "FP": 1129, + "IoU": 0.21582334664891256, + "TN": 111724848, + "TP": 11670, + "n_pred": 12799, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8009702171327285, + "FN": 6118, + "FP": 36551, + "IoU": 0.6680152808359333, + "TN": 111650393, + "TP": 85858, + "n_pred": 122409, + "n_ref": 91976 + }, + "15": { + "Dice": 0.13603846604902076, + "FN": 9572, + "FP": 5162, + "IoU": 0.07298351579212281, + "TN": 111763026, + "TP": 1160, + "n_pred": 6322, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 15642, + "IoU": 0.0, + "TN": 111556969, + "TP": 0, + "n_pred": 15642, + "n_ref": 206309 + }, + "3": { + "Dice": 0.1288136642118943, + "FN": 46787, + "FP": 178453, + "IoU": 0.06884063962429514, + "TN": 111537028, + "TP": 16652, + "n_pred": 195105, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8291406828030864, + "FN": 2990, + "FP": 3476, + "IoU": 0.7081471451139698, + "TN": 111756765, + "TP": 15689, + "n_pred": 19165, + "n_ref": 18679 + }, + "5": { + "Dice": 0.035849961273189984, + "FN": 25930, + "FP": 211, + "IoU": 0.018252150073233935, + "TN": 111752293, + "TP": 486, + "n_pred": 697, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9383951150982583, + "FN": 113582, + "FP": 33627, + "IoU": 0.8839400877334065, + "TN": 110510532, + "TP": 1121179, + "n_pred": 1154806, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6454688684028327, + "FN": 119993, + "FP": 10071, + "IoU": 0.47652567987990163, + "TN": 111530457, + "TP": 118399, + "n_pred": 128470, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7657701604682995, + "FN": 66892, + "FP": 61792, + "IoU": 0.6204437260720037, + "TN": 111439882, + "TP": 210354, + "n_pred": 272146, + "n_ref": 277246 + }, + "9": { + "Dice": 0.559095725891911, + "FN": 48683, + "FP": 1245, + "IoU": 0.3880172582859384, + "TN": 111697336, + "TP": 31656, + "n_pred": 32901, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7769516488485514, + "FN": 45128, + "FP": 23930, + "IoU": 0.6352583265551882, + "TN": 198898541, + "TP": 120276, + "n_pred": 144206, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6856308743947593, + "FN": 24611, + "FP": 10709, + "IoU": 0.5216425591852213, + "TN": 199014039, + "TP": 38516, + "n_pred": 49225, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6623174017869806, + "FN": 2100, + "FP": 281, + "IoU": 0.4951229855810009, + "TN": 199083159, + "TP": 2335, + "n_pred": 2616, + "n_ref": 4435 + }, + "12": { + "Dice": 0.44756856418529617, + "FN": 2364, + "FP": 33, + "IoU": 0.28830166270783847, + "TN": 199084507, + "TP": 971, + "n_pred": 1004, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 951, + "IoU": 0.0, + "TN": 199051330, + "TP": 0, + "n_pred": 951, + "n_ref": 35594 + }, + "14": { + "Dice": 0.47130115914105475, + "FN": 31782, + "FP": 2244, + "IoU": 0.30830216295332574, + "TN": 199038683, + "TP": 15166, + "n_pred": 17410, + "n_ref": 46948 + }, + "15": { + "Dice": 0.08976868572688924, + "FN": 132054, + "FP": 6, + "IoU": 0.04699362064486332, + "TN": 198949303, + "TP": 6512, + "n_pred": 6518, + "n_ref": 138566 + }, + "2": { + "Dice": 0.2259025850637722, + "FN": 113053, + "FP": 199, + "IoU": 0.12733381107592254, + "TN": 198958098, + "TP": 16525, + "n_pred": 16724, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6675563402222453, + "FN": 10273, + "FP": 117771, + "IoU": 0.5010015510401322, + "TN": 198831273, + "TP": 128558, + "n_pred": 246329, + "n_ref": 138831 + }, + "4": { + "Dice": 0.447640249332146, + "FN": 12093, + "FP": 313, + "IoU": 0.2883611541329662, + "TN": 199070442, + "TP": 5027, + "n_pred": 5340, + "n_ref": 17120 + }, + "5": { + "Dice": 0.10854779411764706, + "FN": 18887, + "FP": 511, + "IoU": 0.05738860002915593, + "TN": 199067296, + "TP": 1181, + "n_pred": 1692, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9018548890050411, + "FN": 65400, + "FP": 171755, + "IoU": 0.8212529291214784, + "TN": 197761112, + "TP": 1089608, + "n_pred": 1261363, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6893379312099965, + "FN": 47830, + "FP": 49826, + "IoU": 0.5259463500354365, + "TN": 198881873, + "TP": 108346, + "n_pred": 158172, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8328695412591266, + "FN": 27668, + "FP": 8728, + "IoU": 0.713604494700314, + "TN": 198960792, + "TP": 90687, + "n_pred": 99415, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7799505216736582, + "FN": 30887, + "FP": 10029, + "IoU": 0.6392777797369257, + "TN": 198974447, + "TP": 72512, + "n_pred": 82541, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8667063213107662, + "FN": 32109, + "FP": 14726, + "IoU": 0.7647676304990935, + "TN": 130876091, + "TP": 152266, + "n_pred": 166992, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6163676321817696, + "FN": 29714, + "FP": 36270, + "IoU": 0.4454706658486776, + "TN": 130956201, + "TP": 53007, + "n_pred": 89277, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5654946852003271, + "FN": 2342, + "FP": 315, + "IoU": 0.39420884632922937, + "TN": 131070806, + "TP": 1729, + "n_pred": 2044, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6352422023869221, + "FN": 1468, + "FP": 2169, + "IoU": 0.465461493239271, + "TN": 131068388, + "TP": 3167, + "n_pred": 5336, + "n_ref": 4635 + }, + "13": { + "Dice": 0.12067147039399106, + "FN": 84037, + "FP": 5170, + "IoU": 0.06420988586774085, + "TN": 130979864, + "TP": 6121, + "n_pred": 11291, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5522859803008772, + "FN": 34072, + "FP": 2474, + "IoU": 0.38148831384230036, + "TN": 131016105, + "TP": 22541, + "n_pred": 25015, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6160879603172789, + "FN": 14103, + "FP": 2692, + "IoU": 0.445178553731294, + "TN": 131044921, + "TP": 13476, + "n_pred": 16168, + "n_ref": 27579 + }, + "2": { + "Dice": 0.39261846374873055, + "FN": 120630, + "FP": 1973, + "IoU": 0.24425965764444088, + "TN": 130912963, + "TP": 39626, + "n_pred": 41599, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7159766929271326, + "FN": 26029, + "FP": 104119, + "IoU": 0.557604125239217, + "TN": 130781003, + "TP": 164041, + "n_pred": 268160, + "n_ref": 190070 + }, + "4": { + "Dice": 0.49292770432987665, + "FN": 48006, + "FP": 3581, + "IoU": 0.3270763491214568, + "TN": 130998531, + "TP": 25074, + "n_pred": 28655, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4614325746030185, + "FN": 10006, + "FP": 949, + "IoU": 0.2999105316973415, + "TN": 131059544, + "TP": 4693, + "n_pred": 5642, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7934000711101542, + "FN": 67716, + "FP": 661527, + "IoU": 0.6575502385783631, + "TN": 128945703, + "TP": 1400246, + "n_pred": 2061773, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.462295975239454, + "FN": 461562, + "FP": 272618, + "IoU": 0.3006404144070856, + "TN": 130025403, + "TP": 315609, + "n_pred": 588227, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8568192264758028, + "FN": 23799, + "FP": 11089, + "IoU": 0.7495045808323042, + "TN": 130935916, + "TP": 104388, + "n_pred": 115477, + "n_ref": 128187 + }, + "9": { + "Dice": 0.44341739577972206, + "FN": 44004, + "FP": 10068, + "IoU": 0.2848659586568092, + "TN": 130999581, + "TP": 21539, + "n_pred": 31607, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7609920607039977, + "FN": 25992, + "FP": 93071, + "IoU": 0.614194660557534, + "TN": 101308591, + "TP": 189546, + "n_pred": 282617, + "n_ref": 215538 + }, + "10": { + "Dice": 0.23525341636395086, + "FN": 39023, + "FP": 5187, + "IoU": 0.1333071946677122, + "TN": 101566190, + "TP": 6800, + "n_pred": 11987, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7200606366851945, + "FN": 2109, + "FP": 107, + "IoU": 0.5625740228977497, + "TN": 101612134, + "TP": 2850, + "n_pred": 2957, + "n_ref": 4959 + }, + "12": { + "Dice": 0.77599486521181, + "FN": 1863, + "FP": 231, + "IoU": 0.6339800734137389, + "TN": 101611479, + "TP": 3627, + "n_pred": 3858, + "n_ref": 5490 + }, + "13": { + "Dice": 0.37957950234681415, + "FN": 45325, + "FP": 2922, + "IoU": 0.23424753198108117, + "TN": 101554194, + "TP": 14759, + "n_pred": 17681, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9123910547677182, + "FN": 5345, + "FP": 5491, + "IoU": 0.8388962400202198, + "TN": 101549939, + "TP": 56425, + "n_pred": 61916, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5207475451377891, + "FN": 20936, + "FP": 1759, + "IoU": 0.35203426124197, + "TN": 101582175, + "TP": 12330, + "n_pred": 14089, + "n_ref": 33266 + }, + "2": { + "Dice": 0.01250093699366304, + "FN": 171259, + "FP": 0, + "IoU": 0.00628978258472929, + "TN": 101444857, + "TP": 1084, + "n_pred": 1084, + "n_ref": 172343 + }, + "3": { + "Dice": 0.657768082133431, + "FN": 7742, + "FP": 164196, + "IoU": 0.49005546163656316, + "TN": 101280030, + "TP": 165232, + "n_pred": 329428, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4111117187072784, + "FN": 4936, + "FP": 27371, + "IoU": 0.25874174008810574, + "TN": 101573616, + "TP": 11277, + "n_pred": 38648, + "n_ref": 16213 + }, + "5": { + "Dice": 0.46814244465832533, + "FN": 20643, + "FP": 1461, + "IoU": 0.30560442322191506, + "TN": 101585368, + "TP": 9728, + "n_pred": 11189, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8489256293754227, + "FN": 239458, + "FP": 221188, + "IoU": 0.7375071941831112, + "TN": 99862310, + "TP": 1294244, + "n_pred": 1515432, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8408866855040906, + "FN": 58071, + "FP": 81862, + "IoU": 0.7254568427330909, + "TN": 101107506, + "TP": 369761, + "n_pred": 451623, + "n_ref": 427832 + }, + "8": { + "Dice": 0.693334376696484, + "FN": 90180, + "FP": 35226, + "IoU": 0.5306134670808849, + "TN": 101350030, + "TP": 141764, + "n_pred": 176990, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6267345836227521, + "FN": 40395, + "FP": 7969, + "IoU": 0.45638270369912437, + "TN": 101528233, + "TP": 40603, + "n_pred": 48572, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7901509391566532, + "FN": 60379, + "FP": 19938, + "IoU": 0.6530987746569514, + "TN": 118950685, + "TP": 151210, + "n_pred": 171148, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6583793182559137, + "FN": 26223, + "FP": 30361, + "IoU": 0.4907343239521551, + "TN": 119071103, + "TP": 54525, + "n_pred": 84886, + "n_ref": 80748 + }, + "11": { + "Dice": 0.37954454654414704, + "FN": 3088, + "FP": 18, + "IoU": 0.23422090729783038, + "TN": 119178156, + "TP": 950, + "n_pred": 968, + "n_ref": 4038 + }, + "12": { + "Dice": 0.009626955475330927, + "FN": 4115, + "FP": 0, + "IoU": 0.0048367593712212815, + "TN": 119178077, + "TP": 20, + "n_pred": 20, + "n_ref": 4135 + }, + "13": { + "Dice": 0.3799970154698148, + "FN": 21616, + "FP": 15777, + "IoU": 0.23456562679112422, + "TN": 119133360, + "TP": 11459, + "n_pred": 27236, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0066261569775215795, + "FN": 65644, + "FP": 1219, + "IoU": 0.003324091464687118, + "TN": 119115126, + "TP": 223, + "n_pred": 1442, + "n_ref": 65867 + }, + "15": { + "Dice": 0.09838472834067548, + "FN": 19648, + "FP": 0, + "IoU": 0.051737451737451735, + "TN": 119161492, + "TP": 1072, + "n_pred": 1072, + "n_ref": 20720 + }, + "2": { + "Dice": 0.4131213351193198, + "FN": 142443, + "FP": 2580, + "IoU": 0.2603358052900554, + "TN": 118986146, + "TP": 51043, + "n_pred": 53623, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8509336000109593, + "FN": 41711, + "FP": 12696, + "IoU": 0.7405434533801313, + "TN": 118972516, + "TP": 155289, + "n_pred": 167985, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5302941692496638, + "FN": 25202, + "FP": 6924, + "IoU": 0.36081653767334515, + "TN": 119131951, + "TP": 18135, + "n_pred": 25059, + "n_ref": 43337 + }, + "5": { + "Dice": 0.4664907195085017, + "FN": 12331, + "FP": 0, + "IoU": 0.3041981717639093, + "TN": 119164490, + "TP": 5391, + "n_pred": 5391, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9279466985583559, + "FN": 101728, + "FP": 152520, + "IoU": 0.8655788824217033, + "TN": 117290783, + "TP": 1637181, + "n_pred": 1789701, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.588179981890367, + "FN": 111847, + "FP": 148303, + "IoU": 0.4166111645575865, + "TN": 118736283, + "TP": 185779, + "n_pred": 334082, + "n_ref": 297626 + }, + "8": { + "Dice": 0.741831791667135, + "FN": 16161, + "FP": 29779, + "IoU": 0.5896125706832942, + "TN": 119070269, + "TP": 66003, + "n_pred": 95782, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5725056468572318, + "FN": 48769, + "FP": 6117, + "IoU": 0.40105633034330734, + "TN": 119090574, + "TP": 36752, + "n_pred": 42869, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 88699, + "IoU": 0.0, + "TN": 61243781, + "TP": 0, + "n_pred": 88699, + "n_ref": 0 + }, + "10": { + "Dice": 0.48439355385920274, + "FN": 17295, + "FP": 19179, + "IoU": 0.31960378308802956, + "TN": 61278873, + "TP": 17133, + "n_pred": 36312, + "n_ref": 34428 + }, + "11": { + "Dice": 0.5449688334817453, + "FN": 2334, + "FP": 221, + "IoU": 0.37454100367197063, + "TN": 61328395, + "TP": 1530, + "n_pred": 1751, + "n_ref": 3864 + }, + "12": { + "Dice": 0.3289133804029619, + "FN": 3895, + "FP": 2, + "IoU": 0.19682605111294313, + "TN": 61327628, + "TP": 955, + "n_pred": 957, + "n_ref": 4850 + }, + "13": { + "Dice": 0.12170223233503474, + "FN": 48738, + "FP": 8390, + "IoU": 0.06479389712863831, + "TN": 61271394, + "TP": 3958, + "n_pred": 12348, + "n_ref": 52696 + }, + "14": { + "Dice": 0.4919552616449428, + "FN": 182012, + "FP": 909, + "IoU": 0.32622060150652893, + "TN": 61060995, + "TP": 88564, + "n_pred": 89473, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3543480355938193, + "FN": 76167, + "FP": 4227, + "IoU": 0.21532380069298718, + "TN": 61230025, + "TP": 22061, + "n_pred": 26288, + "n_ref": 98228 + }, + "2": { + "Dice": 0.27336107888322386, + "FN": 135260, + "FP": 1274, + "IoU": 0.15831977116930512, + "TN": 61170264, + "TP": 25682, + "n_pred": 26956, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6938516579238034, + "FN": 20911, + "FP": 74160, + "IoU": 0.5312196444860827, + "TN": 61129675, + "TP": 107734, + "n_pred": 181894, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5378256224833594, + "FN": 25827, + "FP": 2294, + "IoU": 0.36782591102218826, + "TN": 61287997, + "TP": 16362, + "n_pred": 18656, + "n_ref": 42189 + }, + "5": { + "Dice": 0.4576212068364144, + "FN": 5948, + "FP": 272, + "IoU": 0.2966983265490728, + "TN": 61323636, + "TP": 2624, + "n_pred": 2896, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8925623442587232, + "FN": 61132, + "FP": 214505, + "IoU": 0.8059707376134648, + "TN": 59911885, + "TP": 1144958, + "n_pred": 1359463, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.32757575984260806, + "FN": 138542, + "FP": 131125, + "IoU": 0.1958688184355543, + "TN": 60997128, + "TP": 65685, + "n_pred": 196810, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6897462185582068, + "FN": 33101, + "FP": 11081, + "IoU": 0.5264218492078805, + "TN": 61239186, + "TP": 49112, + "n_pred": 60193, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7496446557986909, + "FN": 20654, + "FP": 7880, + "IoU": 0.5995452886855475, + "TN": 61261226, + "TP": 42720, + "n_pred": 50600, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8633155439124457, + "FN": 17655, + "FP": 32851, + "IoU": 0.7595032546534163, + "TN": 148897493, + "TP": 159501, + "n_pred": 192352, + "n_ref": 177156 + }, + "10": { + "Dice": 0.52724178156853, + "FN": 45232, + "FP": 4210, + "IoU": 0.3579961564431517, + "TN": 149030488, + "TP": 27570, + "n_pred": 31780, + "n_ref": 72802 + }, + "11": { + "Dice": 0.4976958525345622, + "FN": 1740, + "FP": 4, + "IoU": 0.3312883435582822, + "TN": 149104892, + "TP": 864, + "n_pred": 868, + "n_ref": 2604 + }, + "12": { + "Dice": 0.06451612903225806, + "FN": 2027, + "FP": 3, + "IoU": 0.03333333333333333, + "TN": 149105400, + "TP": 70, + "n_pred": 73, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 1190, + "IoU": 0.0, + "TN": 149021943, + "TP": 0, + "n_pred": 1190, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8587039235381853, + "FN": 8433, + "FP": 19419, + "IoU": 0.7523936524869983, + "TN": 148995015, + "TP": 84633, + "n_pred": 104052, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5994168033533808, + "FN": 21598, + "FP": 382, + "IoU": 0.42797657774886144, + "TN": 149069075, + "TP": 16445, + "n_pred": 16827, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 20, + "IoU": 0.0, + "TN": 148950476, + "TP": 0, + "n_pred": 20, + "n_ref": 157004 + }, + "3": { + "Dice": 0.06836271862480366, + "FN": 52339, + "FP": 158811, + "IoU": 0.03539107434090006, + "TN": 148888603, + "TP": 7747, + "n_pred": 166558, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8954153876621448, + "FN": 3226, + "FP": 2055, + "IoU": 0.8106353987378083, + "TN": 149079612, + "TP": 22607, + "n_pred": 24662, + "n_ref": 25833 + }, + "5": { + "Dice": 0.03594209652520898, + "FN": 33099, + "FP": 0, + "IoU": 0.018299916953375253, + "TN": 149073784, + "TP": 617, + "n_pred": 617, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9353897681457222, + "FN": 97299, + "FP": 42057, + "IoU": 0.8786218093325228, + "TN": 147959386, + "TP": 1008758, + "n_pred": 1050815, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6747263046184804, + "FN": 128266, + "FP": 13338, + "IoU": 0.5091222341240541, + "TN": 148819029, + "TP": 146867, + "n_pred": 160205, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8499808418500748, + "FN": 52710, + "FP": 9543, + "IoU": 0.7391014626377771, + "TN": 148868890, + "TP": 176357, + "n_pred": 185900, + "n_ref": 229067 + }, + "9": { + "Dice": 0.5680949036135176, + "FN": 51092, + "FP": 4248, + "IoU": 0.39674061154412166, + "TN": 149015765, + "TP": 36395, + "n_pred": 40643, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5656674126585721, + "FN": 273846, + "FP": 96641, + "IoU": 0.3943767419431299, + "TN": 100101055, + "TP": 241258, + "n_pred": 337899, + "n_ref": 515104 + }, + "10": { + "Dice": 0.06806684476780538, + "FN": 36076, + "FP": 29506, + "IoU": 0.03523250511202319, + "TN": 100644823, + "TP": 2395, + "n_pred": 31901, + "n_ref": 38471 + }, + "11": { + "Dice": 0.1113749190589251, + "FN": 3223, + "FP": 894, + "IoU": 0.05897142857142857, + "TN": 100708425, + "TP": 258, + "n_pred": 1152, + "n_ref": 3481 + }, + "12": { + "Dice": 0.029805760214333555, + "FN": 5784, + "FP": 10, + "IoU": 0.015128335883052865, + "TN": 100706917, + "TP": 89, + "n_pred": 99, + "n_ref": 5873 + }, + "13": { + "Dice": 0.049527139079377884, + "FN": 38050, + "FP": 4362, + "IoU": 0.02539237539352437, + "TN": 100669283, + "TP": 1105, + "n_pred": 5467, + "n_ref": 39155 + }, + "14": { + "Dice": 0.1524342392964758, + "FN": 141172, + "FP": 313, + "IoU": 0.08250544718821332, + "TN": 100558592, + "TP": 12723, + "n_pred": 13036, + "n_ref": 153895 + }, + "15": { + "Dice": 0.04905378740632444, + "FN": 92867, + "FP": 146, + "IoU": 0.025143587808661383, + "TN": 100617388, + "TP": 2399, + "n_pred": 2545, + "n_ref": 95266 + }, + "2": { + "Dice": 0.010204643790974315, + "FN": 231952, + "FP": 1611, + "IoU": 0.005128489097701125, + "TN": 100478033, + "TP": 1204, + "n_pred": 2815, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6599360972568579, + "FN": 54579, + "FP": 119969, + "IoU": 0.49246613979076165, + "TN": 100368886, + "TP": 169366, + "n_pred": 289335, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 392, + "IoU": 0.0, + "TN": 100654756, + "TP": 0, + "n_pred": 392, + "n_ref": 57652 + }, + "5": { + "Dice": 0.07507263219058687, + "FN": 15827, + "FP": 91, + "IoU": 0.03900024148756339, + "TN": 100696236, + "TP": 646, + "n_pred": 737, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4533838909880287, + "FN": 1315236, + "FP": 524201, + "IoU": 0.293145718802622, + "TN": 98110514, + "TP": 762849, + "n_pred": 1287050, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.29501612608775024, + "FN": 111698, + "FP": 177927, + "IoU": 0.17303162252837462, + "TN": 100362575, + "TP": 60600, + "n_pred": 238527, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7259057927051229, + "FN": 31219, + "FP": 25254, + "IoU": 0.5697426364148902, + "TN": 100581546, + "TP": 74781, + "n_pred": 100035, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5111893633330068, + "FN": 57506, + "FP": 27309, + "IoU": 0.34335418537673035, + "TN": 100583636, + "TP": 44349, + "n_pred": 71658, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5243364415974973, + "FN": 30235, + "FP": 56126, + "IoU": 0.3553224843236787, + "TN": 78816740, + "TP": 47599, + "n_pred": 103725, + "n_ref": 77834 + }, + "10": { + "Dice": 0.1471063692208212, + "FN": 35759, + "FP": 1173, + "IoU": 0.07939277612982028, + "TN": 78910583, + "TP": 3185, + "n_pred": 4358, + "n_ref": 38944 + }, + "11": { + "Dice": 0.12858052196053468, + "FN": 1267, + "FP": 102, + "IoU": 0.06870748299319727, + "TN": 78949230, + "TP": 101, + "n_pred": 203, + "n_ref": 1368 + }, + "12": { + "Dice": 0.11850236277717194, + "FN": 2397, + "FP": 28, + "IoU": 0.06298299845440494, + "TN": 78948112, + "TP": 163, + "n_pred": 191, + "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": 0.4666211089379551, + "FN": 17368, + "FP": 5267, + "IoU": 0.3043090730268011, + "TN": 78918164, + "TP": 9901, + "n_pred": 15168, + "n_ref": 27269 + }, + "15": { + "Dice": 0.777685072815534, + "FN": 18107, + "FP": 5341, + "IoU": 0.636239528389699, + "TN": 78886240, + "TP": 41012, + "n_pred": 46353, + "n_ref": 59119 + }, + "2": { + "Dice": 0.004623678415194364, + "FN": 99889, + "FP": 0, + "IoU": 0.0023171961926069457, + "TN": 78850579, + "TP": 232, + "n_pred": 232, + "n_ref": 100121 + }, + "3": { + "Dice": 0.566861276156032, + "FN": 29819, + "FP": 54015, + "IoU": 0.39553831511550774, + "TN": 78812008, + "TP": 54858, + "n_pred": 108873, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6883125723231911, + "FN": 7016, + "FP": 2142, + "IoU": 0.5247535028541774, + "TN": 78931430, + "TP": 10112, + "n_pred": 12254, + "n_ref": 17128 + }, + "5": { + "Dice": 0.030895459046541236, + "FN": 34252, + "FP": 1, + "IoU": 0.015690106037529815, + "TN": 78915901, + "TP": 546, + "n_pred": 547, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8084160081801179, + "FN": 207419, + "FP": 29411, + "IoU": 0.6784381241522391, + "TN": 78214201, + "TP": 499669, + "n_pred": 529080, + "n_ref": 707088 + }, + "7": { + "Dice": 0.43752836846801485, + "FN": 509528, + "FP": 34485, + "IoU": 0.28002323987093664, + "TN": 78195102, + "TP": 211585, + "n_pred": 246070, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8281273705565846, + "FN": 96396, + "FP": 1030, + "IoU": 0.7066701190469022, + "TN": 78618562, + "TP": 234712, + "n_pred": 235742, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3379852537476465, + "FN": 45290, + "FP": 771, + "IoU": 0.20335875750185925, + "TN": 78892881, + "TP": 11758, + "n_pred": 12529, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7935427190863167, + "FN": 14520, + "FP": 55040, + "IoU": 0.6577462224649554, + "TN": 104801199, + "TP": 133681, + "n_pred": 188721, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6312934902776874, + "FN": 38697, + "FP": 17999, + "IoU": 0.4612336434388452, + "TN": 104899207, + "TP": 48537, + "n_pred": 66536, + "n_ref": 87234 + }, + "11": { + "Dice": 0.4704220377891577, + "FN": 2999, + "FP": 0, + "IoU": 0.30755021934888016, + "TN": 105000109, + "TP": 1332, + "n_pred": 1332, + "n_ref": 4331 + }, + "12": { + "Dice": 0.647720302596606, + "FN": 1665, + "FP": 1781, + "IoU": 0.47898397338977927, + "TN": 104997826, + "TP": 3168, + "n_pred": 4949, + "n_ref": 4833 + }, + "13": { + "Dice": 0.23701295158703314, + "FN": 66957, + "FP": 2970, + "IoU": 0.13443828291330395, + "TN": 104923652, + "TP": 10861, + "n_pred": 13831, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9429210227549748, + "FN": 2393, + "FP": 5802, + "IoU": 0.8920062200200306, + "TN": 104928556, + "TP": 67689, + "n_pred": 73491, + "n_ref": 70082 + }, + "15": { + "Dice": 0.41330272304062243, + "FN": 17879, + "FP": 521, + "IoU": 0.26047988424902535, + "TN": 104979559, + "TP": 6481, + "n_pred": 7002, + "n_ref": 24360 + }, + "2": { + "Dice": 0.16171791012685444, + "FN": 155707, + "FP": 247, + "IoU": 0.08797230360766563, + "TN": 104833443, + "TP": 15043, + "n_pred": 15290, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6367484162560664, + "FN": 16041, + "FP": 140843, + "IoU": 0.46708063562805296, + "TN": 104710054, + "TP": 137502, + "n_pred": 278345, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6456, + "IoU": 0.0, + "TN": 104997984, + "TP": 0, + "n_pred": 6456, + "n_ref": 0 + }, + "5": { + "Dice": 0.3460057093660791, + "FN": 22444, + "FP": 6422, + "IoU": 0.20919401676620458, + "TN": 104967938, + "TP": 7636, + "n_pred": 14058, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8818643720900409, + "FN": 53123, + "FP": 263762, + "IoU": 0.7886917741262202, + "TN": 103504806, + "TP": 1182749, + "n_pred": 1446511, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7975227535347502, + "FN": 45814, + "FP": 47756, + "IoU": 0.663233134663557, + "TN": 104726592, + "TP": 184278, + "n_pred": 232034, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6774037378590184, + "FN": 164689, + "FP": 27219, + "IoU": 0.5121772662221623, + "TN": 104611043, + "TP": 201489, + "n_pred": 228708, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6883075569393211, + "FN": 42707, + "FP": 3344, + "IoU": 0.5247476728105843, + "TN": 104907542, + "TP": 50847, + "n_pred": 54191, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5986859177297309, + "FN": 216247, + "FP": 54394, + "IoU": 0.4272317857248674, + "TN": 177203774, + "TP": 201873, + "n_pred": 256267, + "n_ref": 418120 + }, + "10": { + "Dice": 0.23888909795657245, + "FN": 59265, + "FP": 21635, + "IoU": 0.13564682251378263, + "TN": 177582692, + "TP": 12696, + "n_pred": 34331, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5597269624573379, + "FN": 2857, + "FP": 110, + "IoU": 0.3886255924170616, + "TN": 177671435, + "TP": 1886, + "n_pred": 1996, + "n_ref": 4743 + }, + "12": { + "Dice": 0.5595581774821137, + "FN": 2969, + "FP": 540, + "IoU": 0.3884628790519345, + "TN": 177670550, + "TP": 2229, + "n_pred": 2769, + "n_ref": 5198 + }, + "13": { + "Dice": 0.19686493056750032, + "FN": 68499, + "FP": 1540, + "IoU": 0.1091792478028058, + "TN": 177597665, + "TP": 8584, + "n_pred": 10124, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9357040323633042, + "FN": 4542, + "FP": 5312, + "IoU": 0.8791765268462548, + "TN": 177594731, + "TP": 71703, + "n_pred": 77015, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5121404751979992, + "FN": 13340, + "FP": 5386, + "IoU": 0.34421292243039747, + "TN": 177647733, + "TP": 9829, + "n_pred": 15215, + "n_ref": 23169 + }, + "2": { + "Dice": 0.1137167791952378, + "FN": 201414, + "FP": 476, + "IoU": 0.06028616378547956, + "TN": 177461446, + "TP": 12952, + "n_pred": 13428, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6899484836394066, + "FN": 11644, + "FP": 163976, + "IoU": 0.5266575207333277, + "TN": 177305267, + "TP": 195401, + "n_pred": 359377, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5724085078583364, + "FN": 11652, + "FP": 22383, + "IoU": 0.40096099690228104, + "TN": 177619472, + "TP": 22781, + "n_pred": 45164, + "n_ref": 34433 + }, + "5": { + "Dice": 0.554817532342151, + "FN": 16814, + "FP": 6242, + "IoU": 0.3839082916922748, + "TN": 177638865, + "TP": 14367, + "n_pred": 20609, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8399137907772322, + "FN": 124742, + "FP": 515980, + "IoU": 0.724009805564326, + "TN": 175354749, + "TP": 1680817, + "n_pred": 2196797, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7855871819321706, + "FN": 106612, + "FP": 36173, + "IoU": 0.6468864378276783, + "TN": 177271928, + "TP": 261575, + "n_pred": 297748, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7115197440758064, + "FN": 52873, + "FP": 65980, + "IoU": 0.5522162569464067, + "TN": 177410863, + "TP": 146572, + "n_pred": 212552, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6786102630091975, + "FN": 63766, + "FP": 3919, + "IoU": 0.5135579942936404, + "TN": 177537145, + "TP": 71458, + "n_pred": 75377, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8790296059336891, + "FN": 25350, + "FP": 19159, + "IoU": 0.7841684406534737, + "TN": 193799314, + "TP": 161712, + "n_pred": 180871, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7879735880505161, + "FN": 25588, + "FP": 7486, + "IoU": 0.6501290568273177, + "TN": 193911003, + "TP": 61458, + "n_pred": 68944, + "n_ref": 87046 + }, + "11": { + "Dice": 0.12473636637541428, + "FN": 2905, + "FP": 0, + "IoU": 0.06651670951156813, + "TN": 194002423, + "TP": 207, + "n_pred": 207, + "n_ref": 3112 + }, + "12": { + "Dice": 0.42167957117331745, + "FN": 2888, + "FP": 25, + "IoU": 0.26716981132075474, + "TN": 194001560, + "TP": 1062, + "n_pred": 1087, + "n_ref": 3950 + }, + "13": { + "Dice": 0.33689852483159904, + "FN": 52923, + "FP": 2007, + "IoU": 0.20257244062481852, + "TN": 193936651, + "TP": 13954, + "n_pred": 15961, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8328028820242249, + "FN": 2505, + "FP": 26966, + "IoU": 0.7135066298557374, + "TN": 193902667, + "TP": 73397, + "n_pred": 100363, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5794809160305343, + "FN": 11477, + "FP": 2295, + "IoU": 0.4079360302652508, + "TN": 193982274, + "TP": 9489, + "n_pred": 11784, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 0, + "IoU": 0.0, + "TN": 193866636, + "TP": 0, + "n_pred": 0, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6063478260869565, + "FN": 29960, + "FP": 105850, + "IoU": 0.4350783053597055, + "TN": 193765130, + "TP": 104595, + "n_pred": 210445, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8036448985227116, + "FN": 6477, + "FP": 634, + "IoU": 0.6717444490606103, + "TN": 193983872, + "TP": 14552, + "n_pred": 15186, + "n_ref": 21029 + }, + "5": { + "Dice": 0.004371430585912712, + "FN": 27208, + "FP": 1034, + "IoU": 0.002190503109101187, + "TN": 193977231, + "TP": 62, + "n_pred": 1096, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9166165770043886, + "FN": 99653, + "FP": 134235, + "IoU": 0.8460684902025695, + "TN": 192486106, + "TP": 1285541, + "n_pred": 1419776, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8067612730908628, + "FN": 87578, + "FP": 24708, + "IoU": 0.6761105342102227, + "TN": 193658855, + "TP": 234394, + "n_pred": 259102, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8486807315694462, + "FN": 55232, + "FP": 11156, + "IoU": 0.7371376079949952, + "TN": 193752977, + "TP": 186170, + "n_pred": 197326, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5931301674644507, + "FN": 56163, + "FP": 1807, + "IoU": 0.421595625798212, + "TN": 193905311, + "TP": 42254, + "n_pred": 44061, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7563858482976532, + "FN": 10560, + "FP": 56363, + "IoU": 0.6082158579992507, + "TN": 99484984, + "TP": 103893, + "n_pred": 160256, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6445977011494253, + "FN": 35233, + "FP": 4963, + "IoU": 0.4755766621438263, + "TN": 99579152, + "TP": 36452, + "n_pred": 41415, + "n_ref": 71685 + }, + "11": { + "Dice": 0.05811783524393495, + "FN": 3533, + "FP": 0, + "IoU": 0.029928610653487096, + "TN": 99652158, + "TP": 109, + "n_pred": 109, + "n_ref": 3642 + }, + "12": { + "Dice": 0.2466830466830467, + "FN": 3066, + "FP": 0, + "IoU": 0.14069506726457398, + "TN": 99652232, + "TP": 502, + "n_pred": 502, + "n_ref": 3568 + }, + "13": { + "Dice": 0.2121927464219093, + "FN": 39004, + "FP": 8719, + "IoU": 0.11868882733148661, + "TN": 99601650, + "TP": 6427, + "n_pred": 15146, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5453442288576482, + "FN": 33018, + "FP": 2201, + "IoU": 0.3748957242505458, + "TN": 99599459, + "TP": 21122, + "n_pred": 23323, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 746, + "IoU": 0.0, + "TN": 99617107, + "TP": 0, + "n_pred": 746, + "n_ref": 37947 + }, + "2": { + "Dice": 0.29856482400658024, + "FN": 93699, + "FP": 5223, + "IoU": 0.17547822463013127, + "TN": 99535825, + "TP": 21053, + "n_pred": 26276, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8075876339890595, + "FN": 19801, + "FP": 29760, + "IoU": 0.6772721056984157, + "TN": 99502231, + "TP": 104008, + "n_pred": 133768, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6644853047632836, + "FN": 7432, + "FP": 4155, + "IoU": 0.4975499761502103, + "TN": 99632739, + "TP": 11474, + "n_pred": 15629, + "n_ref": 18906 + }, + "5": { + "Dice": 0.4326462627524464, + "FN": 4888, + "FP": 562, + "IoU": 0.27603613177470776, + "TN": 99648272, + "TP": 2078, + "n_pred": 2640, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9360806471969766, + "FN": 104394, + "FP": 66277, + "IoU": 0.8798417330512502, + "TN": 98235415, + "TP": 1249714, + "n_pred": 1315991, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.732044713553796, + "FN": 41237, + "FP": 50811, + "IoU": 0.5773426881680932, + "TN": 99438016, + "TP": 125736, + "n_pred": 176547, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7871468601259021, + "FN": 18895, + "FP": 25467, + "IoU": 0.6490042646116355, + "TN": 99529411, + "TP": 82027, + "n_pred": 107494, + "n_ref": 100922 + }, + "9": { + "Dice": 0.6707991999780816, + "FN": 46567, + "FP": 1495, + "IoU": 0.5046635541951375, + "TN": 99558771, + "TP": 48967, + "n_pred": 50462, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8102547963140138, + "FN": 125101, + "FP": 25625, + "IoU": 0.6810322023604201, + "TN": 62610977, + "TP": 321817, + "n_pred": 347442, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6724021592442645, + "FN": 32978, + "FP": 3920, + "IoU": 0.5064803049555273, + "TN": 63008755, + "TP": 37867, + "n_pred": 41787, + "n_ref": 70845 + }, + "11": { + "Dice": 0.45807420115805275, + "FN": 2477, + "FP": 50, + "IoU": 0.29707927677329626, + "TN": 63079925, + "TP": 1068, + "n_pred": 1118, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6047591410330818, + "FN": 1939, + "FP": 104, + "IoU": 0.4334442595673877, + "TN": 63079914, + "TP": 1563, + "n_pred": 1667, + "n_ref": 3502 + }, + "13": { + "Dice": 0.05513198885063125, + "FN": 44310, + "FP": 1792, + "IoU": 0.028347419225662317, + "TN": 63036073, + "TP": 1345, + "n_pred": 3137, + "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": 0.26877720835399793, + "FN": 104462, + "FP": 1694, + "IoU": 0.15525281301227062, + "TN": 62957854, + "TP": 19510, + "n_pred": 21204, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6810072087950189, + "FN": 9739, + "FP": 100666, + "IoU": 0.5163085145998992, + "TN": 62855265, + "TP": 117850, + "n_pred": 218516, + "n_ref": 127589 + }, + "4": { + "Dice": 0.1323440946460798, + "FN": 16709, + "FP": 599, + "IoU": 0.07086106935795576, + "TN": 63064892, + "TP": 1320, + "n_pred": 1919, + "n_ref": 18029 + }, + "5": { + "Dice": 0.2653851959945655, + "FN": 14317, + "FP": 282, + "IoU": 0.15299373404502203, + "TN": 63066284, + "TP": 2637, + "n_pred": 2919, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8523673493040784, + "FN": 232439, + "FP": 78367, + "IoU": 0.7427179322470523, + "TN": 61875484, + "TP": 897230, + "n_pred": 975597, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.740433087864175, + "FN": 34895, + "FP": 50475, + "IoU": 0.5878473630342004, + "TN": 62876388, + "TP": 121762, + "n_pred": 172237, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9071768625958144, + "FN": 15443, + "FP": 4308, + "IoU": 0.830122305747166, + "TN": 62967254, + "TP": 96515, + "n_pred": 100823, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7454785071362476, + "FN": 16303, + "FP": 1851, + "IoU": 0.5942333482342423, + "TN": 63038780, + "TP": 26586, + "n_pred": 28437, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8411551343163278, + "FN": 70382, + "FP": 21058, + "IoU": 0.7258565483828414, + "TN": 109275270, + "TP": 242108, + "n_pred": 263166, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3070182852956921, + "FN": 66134, + "FP": 32250, + "IoU": 0.18134766762635424, + "TN": 109488640, + "TP": 21794, + "n_pred": 54044, + "n_ref": 87928 + }, + "11": { + "Dice": 0.45571355148192566, + "FN": 3136, + "FP": 41, + "IoU": 0.2950965165298425, + "TN": 109604311, + "TP": 1330, + "n_pred": 1371, + "n_ref": 4466 + }, + "12": { + "Dice": 0.35774647887323946, + "FN": 3192, + "FP": 0, + "IoU": 0.21783876500857632, + "TN": 109604737, + "TP": 889, + "n_pred": 889, + "n_ref": 4081 + }, + "13": { + "Dice": 0.159710944331799, + "FN": 72469, + "FP": 14974, + "IoU": 0.08678579261224191, + "TN": 109513065, + "TP": 8310, + "n_pred": 23284, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2549785324386718, + "FN": 73280, + "FP": 64844, + "IoU": 0.14611770524233433, + "TN": 109447058, + "TP": 23636, + "n_pred": 88480, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7116221117155603, + "FN": 39574, + "FP": 12270, + "IoU": 0.552339587776636, + "TN": 109493007, + "TP": 63967, + "n_pred": 76237, + "n_ref": 103541 + }, + "2": { + "Dice": 0.3462981259069437, + "FN": 169196, + "FP": 186, + "IoU": 0.20940783301516475, + "TN": 109394571, + "TP": 44865, + "n_pred": 45051, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7716537325733123, + "FN": 20966, + "FP": 112032, + "IoU": 0.6282053790824642, + "TN": 109251099, + "TP": 224721, + "n_pred": 336753, + "n_ref": 245687 + }, + "4": { + "Dice": 0.2596676036350736, + "FN": 40775, + "FP": 13481, + "IoU": 0.14920575183076948, + "TN": 109545047, + "TP": 9515, + "n_pred": 22996, + "n_ref": 50290 + }, + "5": { + "Dice": 0.05383977136535448, + "FN": 10260, + "FP": 3, + "IoU": 0.027664613927048793, + "TN": 109598263, + "TP": 292, + "n_pred": 295, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7767751184156139, + "FN": 84392, + "FP": 585807, + "IoU": 0.6350223332683467, + "TN": 107772544, + "TP": 1166075, + "n_pred": 1751882, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5967760824234163, + "FN": 660356, + "FP": 66141, + "IoU": 0.42528927489638946, + "TN": 108344709, + "TP": 537612, + "n_pred": 603753, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8356240307690586, + "FN": 14788, + "FP": 14573, + "IoU": 0.7176582588877883, + "TN": 109504827, + "TP": 74630, + "n_pred": 89203, + "n_ref": 89418 + }, + "9": { + "Dice": 0.690851581033456, + "FN": 19818, + "FP": 11849, + "IoU": 0.527710663683818, + "TN": 109541768, + "TP": 35383, + "n_pred": 47232, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7005842628424008, + "FN": 12611, + "FP": 26849, + "IoU": 0.5391532846715329, + "TN": 66981727, + "TP": 46165, + "n_pred": 73014, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3905691371146971, + "FN": 56565, + "FP": 12812, + "IoU": 0.24267531219980787, + "TN": 66975744, + "TP": 22231, + "n_pred": 35043, + "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": 0.43772933304554285, + "FN": 2297, + "FP": 308, + "IoU": 0.2801878972091738, + "TN": 67063733, + "TP": 1014, + "n_pred": 1322, + "n_ref": 3311 + }, + "13": { + "Dice": 0.08384537229667618, + "FN": 36478, + "FP": 1394, + "IoU": 0.043757101376088875, + "TN": 67027747, + "TP": 1733, + "n_pred": 3127, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5064156580358511, + "FN": 49033, + "FP": 2513, + "IoU": 0.33906063675646564, + "TN": 66989363, + "TP": 26443, + "n_pred": 28956, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 21475, + "IoU": 0.0, + "TN": 67014515, + "TP": 0, + "n_pred": 21475, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 0, + "IoU": 0.0, + "TN": 66921314, + "TP": 0, + "n_pred": 0, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7241382609735677, + "FN": 9007, + "FP": 106317, + "IoU": 0.5675679729420632, + "TN": 66800665, + "TP": 151363, + "n_pred": 257680, + "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": 0.026526901272863408, + "FN": 8797, + "FP": 304, + "IoU": 0.013441734417344173, + "TN": 67058127, + "TP": 124, + "n_pred": 428, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8582457707670014, + "FN": 253676, + "FP": 19242, + "IoU": 0.7516904678720121, + "TN": 65968248, + "TP": 826186, + "n_pred": 845428, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3659149343204673, + "FN": 270702, + "FP": 9705, + "IoU": 0.22392649073523102, + "TN": 66706037, + "TP": 80908, + "n_pred": 90613, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8552468979059807, + "FN": 9931, + "FP": 15722, + "IoU": 0.7471016207263693, + "TN": 66965916, + "TP": 75783, + "n_pred": 91505, + "n_ref": 85714 + }, + "9": { + "Dice": 0.6738505869615257, + "FN": 37823, + "FP": 434, + "IoU": 0.508125691069454, + "TN": 66989574, + "TP": 39521, + "n_pred": 39955, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.52505229211418, + "FN": 87089, + "FP": 81393, + "IoU": 0.355980275983334, + "TN": 74257670, + "TP": 93128, + "n_pred": 174521, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5675569754046768, + "FN": 32254, + "FP": 4159, + "IoU": 0.396216090734231, + "TN": 74458972, + "TP": 23895, + "n_pred": 28054, + "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": 0.0008795074758135445, + "FN": 2200, + "FP": 72, + "IoU": 0.0004399472063352398, + "TN": 74517007, + "TP": 1, + "n_pred": 73, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0656944072785657, + "FN": 41417, + "FP": 481, + "IoU": 0.033962786193539464, + "TN": 74475909, + "TP": 1473, + "n_pred": 1954, + "n_ref": 42890 + }, + "14": { + "Dice": 0.48932335179654507, + "FN": 13329, + "FP": 25486, + "IoU": 0.32391005208061174, + "TN": 74461869, + "TP": 18596, + "n_pred": 44082, + "n_ref": 31925 + }, + "15": { + "Dice": 0.42352137044236066, + "FN": 20445, + "FP": 6544, + "IoU": 0.2686502452375146, + "TN": 74482377, + "TP": 9914, + "n_pred": 16458, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 0, + "IoU": 0.0, + "TN": 74378372, + "TP": 0, + "n_pred": 0, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5948512811626016, + "FN": 32066, + "FP": 136266, + "IoU": 0.42333688469272746, + "TN": 74227373, + "TP": 123575, + "n_pred": 259841, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1924, + "IoU": 0.0, + "TN": 74504078, + "TP": 0, + "n_pred": 1924, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3447985399410361, + "FN": 7698, + "FP": 1636, + "IoU": 0.20831212892281595, + "TN": 74507490, + "TP": 2456, + "n_pred": 4092, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8955247035304691, + "FN": 237858, + "FP": 81353, + "IoU": 0.8108146070745312, + "TN": 72831988, + "TP": 1368081, + "n_pred": 1449434, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.41115373886455603, + "FN": 110445, + "FP": 52096, + "IoU": 0.2587750299835376, + "TN": 74299993, + "TP": 56746, + "n_pred": 108842, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9370650598386595, + "FN": 2640, + "FP": 5653, + "IoU": 0.8815827050491204, + "TN": 74449248, + "TP": 61739, + "n_pred": 67392, + "n_ref": 64379 + }, + "9": { + "Dice": 0.623607413804178, + "FN": 49169, + "FP": 3570, + "IoU": 0.4530737959928651, + "TN": 74422852, + "TP": 43689, + "n_pred": 47259, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7618305415759032, + "FN": 80078, + "FP": 46752, + "IoU": 0.6152877834230682, + "TN": 65721505, + "TP": 202845, + "n_pred": 249597, + "n_ref": 282923 + }, + "10": { + "Dice": 0.23569821319668857, + "FN": 66721, + "FP": 42312, + "IoU": 0.13359291191545156, + "TN": 65925335, + "TP": 16812, + "n_pred": 59124, + "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": 0.13184881336067975, + "FN": 2801, + "FP": 162, + "IoU": 0.0705771643663739, + "TN": 66047992, + "TP": 225, + "n_pred": 387, + "n_ref": 3026 + }, + "13": { + "Dice": 0.33587354461606145, + "FN": 36938, + "FP": 5329, + "IoU": 0.20183174393352846, + "TN": 65998225, + "TP": 10688, + "n_pred": 16017, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8760554718974448, + "FN": 3110, + "FP": 12611, + "IoU": 0.7794472502805836, + "TN": 65979900, + "TP": 55559, + "n_pred": 68170, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7854421355274538, + "FN": 7795, + "FP": 1384, + "IoU": 0.6466897613548884, + "TN": 66025200, + "TP": 16801, + "n_pred": 18185, + "n_ref": 24596 + }, + "2": { + "Dice": 0.41295954885587244, + "FN": 105870, + "FP": 2392, + "IoU": 0.2602073239898593, + "TN": 65904839, + "TP": 38079, + "n_pred": 40471, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6471908623303045, + "FN": 39623, + "FP": 88162, + "IoU": 0.4784051528844152, + "TN": 65806191, + "TP": 117204, + "n_pred": 205366, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8898696641610924, + "FN": 3720, + "FP": 2668, + "IoU": 0.8015902596595851, + "TN": 66018984, + "TP": 25808, + "n_pred": 28476, + "n_ref": 29528 + }, + "5": { + "Dice": 0.3439271859146523, + "FN": 7674, + "FP": 1120, + "IoU": 0.20767636724029193, + "TN": 66040081, + "TP": 2305, + "n_pred": 3425, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7710210503256129, + "FN": 55593, + "FP": 519293, + "IoU": 0.6273671738070792, + "TN": 64508412, + "TP": 967882, + "n_pred": 1487175, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5502944933295487, + "FN": 604304, + "FP": 4072, + "IoU": 0.3795905380765324, + "TN": 65070576, + "TP": 372228, + "n_pred": 376300, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8104610940939425, + "FN": 11711, + "FP": 20837, + "IoU": 0.681323738189651, + "TN": 65949045, + "TP": 69587, + "n_pred": 90424, + "n_ref": 81298 + }, + "9": { + "Dice": 0.5685571284428416, + "FN": 41629, + "FP": 1558, + "IoU": 0.39719163072456487, + "TN": 65979537, + "TP": 28456, + "n_pred": 30014, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8122695336700656, + "FN": 3526, + "FP": 65865, + "IoU": 0.6838837233669384, + "TN": 113253029, + "TP": 150120, + "n_pred": 215985, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7384411919255135, + "FN": 18030, + "FP": 26271, + "IoU": 0.5853402847328173, + "TN": 113365703, + "TP": 62536, + "n_pred": 88807, + "n_ref": 80566 + }, + "11": { + "Dice": 0.1011169900058789, + "FN": 3058, + "FP": 0, + "IoU": 0.05325077399380805, + "TN": 113469310, + "TP": 172, + "n_pred": 172, + "n_ref": 3230 + }, + "12": { + "Dice": 0.6474159146841674, + "FN": 2110, + "FP": 39, + "IoU": 0.4786511402231926, + "TN": 113468418, + "TP": 1973, + "n_pred": 2012, + "n_ref": 4083 + }, + "13": { + "Dice": 0.13186862967157417, + "FN": 71054, + "FP": 5602, + "IoU": 0.07058852057518368, + "TN": 113390062, + "TP": 5822, + "n_pred": 11424, + "n_ref": 76876 + }, + "14": { + "Dice": 0.815896809086961, + "FN": 81362, + "FP": 878, + "IoU": 0.6890419816011464, + "TN": 113208067, + "TP": 182233, + "n_pred": 183111, + "n_ref": 263595 + }, + "15": { + "Dice": 0.49786678713045224, + "FN": 11964, + "FP": 8044, + "IoU": 0.3314398369365456, + "TN": 113442613, + "TP": 9919, + "n_pred": 17963, + "n_ref": 21883 + }, + "2": { + "Dice": 0.10158431513088145, + "FN": 120285, + "FP": 47, + "IoU": 0.05351004837377591, + "TN": 113345405, + "TP": 6803, + "n_pred": 6850, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6726711856694526, + "FN": 19774, + "FP": 78060, + "IoU": 0.506785642266586, + "TN": 113274180, + "TP": 100526, + "n_pred": 178586, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7743534514553797, + "FN": 4848, + "FP": 10447, + "IoU": 0.6317918101061653, + "TN": 113431001, + "TP": 26244, + "n_pred": 36691, + "n_ref": 31092 + }, + "5": { + "Dice": 0.27570801345418133, + "FN": 27457, + "FP": 752, + "IoU": 0.1598963607123712, + "TN": 113438962, + "TP": 5369, + "n_pred": 6121, + "n_ref": 32826 + }, + "6": { + "Dice": 0.916244603996952, + "FN": 132994, + "FP": 51773, + "IoU": 0.8454348715366167, + "TN": 112277141, + "TP": 1010632, + "n_pred": 1062405, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7276561590154389, + "FN": 79316, + "FP": 24514, + "IoU": 0.5719021349231873, + "TN": 113230002, + "TP": 138708, + "n_pred": 163222, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7942152086716354, + "FN": 42902, + "FP": 46060, + "IoU": 0.6586707797140818, + "TN": 113211906, + "TP": 171672, + "n_pred": 217732, + "n_ref": 214574 + }, + "9": { + "Dice": 0.3661389494805165, + "FN": 82152, + "FP": 1247, + "IoU": 0.2240943006531083, + "TN": 113365054, + "TP": 24087, + "n_pred": 25334, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6933023913069961, + "FN": 13363, + "FP": 87343, + "IoU": 0.5305760006712317, + "TN": 74982197, + "TP": 113825, + "n_pred": 201168, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6235624257977862, + "FN": 48058, + "FP": 14722, + "IoU": 0.4530263031792084, + "TN": 75081951, + "TP": 51997, + "n_pred": 66719, + "n_ref": 100055 + }, + "11": { + "Dice": 0.2833615887624122, + "FN": 2959, + "FP": 0, + "IoU": 0.16506772009029344, + "TN": 75193184, + "TP": 585, + "n_pred": 585, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0985663082437276, + "FN": 2941, + "FP": 77, + "IoU": 0.051837888784165884, + "TN": 75193545, + "TP": 165, + "n_pred": 242, + "n_ref": 3106 + }, + "13": { + "Dice": 0.09543319991175266, + "FN": 52232, + "FP": 5170, + "IoU": 0.05010756246897236, + "TN": 75136298, + "TP": 3028, + "n_pred": 8198, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9250281032004356, + "FN": 14972, + "FP": 4169, + "IoU": 0.8605137547822919, + "TN": 75059503, + "TP": 118084, + "n_pred": 122253, + "n_ref": 133056 + }, + "15": { + "Dice": 0.13612436989784538, + "FN": 67709, + "FP": 9753, + "IoU": 0.07303296834799258, + "TN": 75113163, + "TP": 6103, + "n_pred": 15856, + "n_ref": 73812 + }, + "2": { + "Dice": 0.21265810415483366, + "FN": 128902, + "FP": 15, + "IoU": 0.11898009253247863, + "TN": 75050401, + "TP": 17410, + "n_pred": 17425, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6661159619820538, + "FN": 9624, + "FP": 128609, + "IoU": 0.49938071301299414, + "TN": 74920604, + "TP": 137891, + "n_pred": 266500, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8457542908762421, + "FN": 2493, + "FP": 5703, + "IoU": 0.7327333202895715, + "TN": 75166062, + "TP": 22470, + "n_pred": 28173, + "n_ref": 24963 + }, + "5": { + "Dice": 0.07667332667332667, + "FN": 7394, + "FP": 0, + "IoU": 0.03986495260355798, + "TN": 75189027, + "TP": 307, + "n_pred": 307, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8921485908369603, + "FN": 54821, + "FP": 235728, + "IoU": 0.8052962549471876, + "TN": 73704466, + "TP": 1201713, + "n_pred": 1437441, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7748272571778003, + "FN": 20671, + "FP": 55552, + "IoU": 0.632422865850718, + "TN": 74989362, + "TP": 131143, + "n_pred": 186695, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8266668441439163, + "FN": 22634, + "FP": 3410, + "IoU": 0.7045457123733678, + "TN": 75108579, + "TP": 62105, + "n_pred": 65515, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7275383032692262, + "FN": 30911, + "FP": 3784, + "IoU": 0.5717565449226706, + "TN": 75115711, + "TP": 46322, + "n_pred": 50106, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187640923172811, + "FN": 15371, + "FP": 20081, + "IoU": 0.8497350909167973, + "TN": 86691942, + "TP": 200478, + "n_pred": 220559, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5871896891539762, + "FN": 29055, + "FP": 26868, + "IoU": 0.41561820765758234, + "TN": 86832176, + "TP": 39773, + "n_pred": 66641, + "n_ref": 68828 + }, + "11": { + "Dice": 0.26860734369831296, + "FN": 2184, + "FP": 27, + "IoU": 0.15513947267863967, + "TN": 86925255, + "TP": 406, + "n_pred": 433, + "n_ref": 2590 + }, + "12": { + "Dice": 0.38908172925213, + "FN": 3682, + "FP": 190, + "IoU": 0.2415279138099902, + "TN": 86922767, + "TP": 1233, + "n_pred": 1423, + "n_ref": 4915 + }, + "13": { + "Dice": 0.05291051897526242, + "FN": 53559, + "FP": 10952, + "IoU": 0.027174158913033642, + "TN": 86861559, + "TP": 1802, + "n_pred": 12754, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8220086731159068, + "FN": 19209, + "FP": 8537, + "IoU": 0.6978053694930022, + "TN": 86836057, + "TP": 64069, + "n_pred": 72606, + "n_ref": 83278 + }, + "15": { + "Dice": 0.562550680932573, + "FN": 98482, + "FP": 1319, + "IoU": 0.39135340180030737, + "TN": 86763900, + "TP": 64171, + "n_pred": 65490, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5906813429597191, + "FN": 71817, + "FP": 808, + "IoU": 0.4191254688987179, + "TN": 86802845, + "TP": 52402, + "n_pred": 53210, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6652870632346153, + "FN": 64421, + "FP": 42168, + "IoU": 0.4984495503931413, + "TN": 86715353, + "TP": 105930, + "n_pred": 148098, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7499399903984637, + "FN": 4025, + "FP": 4309, + "IoU": 0.5999231913974366, + "TN": 86907041, + "TP": 12497, + "n_pred": 16806, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6990249651773277, + "FN": 2211, + "FP": 598, + "IoU": 0.5373085158952396, + "TN": 86921801, + "TP": 3262, + "n_pred": 3860, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8642198284203058, + "FN": 68984, + "FP": 278341, + "IoU": 0.7609041344843253, + "TN": 85475212, + "TP": 1105335, + "n_pred": 1383676, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6983668513120078, + "FN": 462747, + "FP": 21392, + "IoU": 0.5365312430894534, + "TN": 85883273, + "TP": 560460, + "n_pred": 581852, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9094919896688328, + "FN": 4913, + "FP": 4934, + "IoU": 0.8340076194329253, + "TN": 86868550, + "TP": 49475, + "n_pred": 54409, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7131999287453239, + "FN": 14727, + "FP": 14253, + "IoU": 0.5542429975543353, + "TN": 86862859, + "TP": 36033, + "n_pred": 50286, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3310362869521385, + "FN": 36582, + "FP": 173102, + "IoU": 0.19834840288264868, + "TN": 37488035, + "TP": 51881, + "n_pred": 224983, + "n_ref": 88463 + }, + "10": { + "Dice": 0.3676593226266376, + "FN": 45577, + "FP": 1435, + "IoU": 0.22523443036305807, + "TN": 37688921, + "TP": 13667, + "n_pred": 15102, + "n_ref": 59244 + }, + "11": { + "Dice": 0.23705722070844687, + "FN": 2240, + "FP": 0, + "IoU": 0.13446676970633695, + "TN": 37747012, + "TP": 348, + "n_pred": 348, + "n_ref": 2588 + }, + "12": { + "Dice": 0.22079902409271118, + "FN": 2555, + "FP": 0, + "IoU": 0.1241001028453891, + "TN": 37746683, + "TP": 362, + "n_pred": 362, + "n_ref": 2917 + }, + "13": { + "Dice": 0.09788965166539537, + "FN": 42575, + "FP": 1, + "IoU": 0.05146370806041973, + "TN": 37704714, + "TP": 2310, + "n_pred": 2311, + "n_ref": 44885 + }, + "14": { + "Dice": 0.38512891256415055, + "FN": 49882, + "FP": 111023, + "IoU": 0.23848895157053815, + "TN": 37538303, + "TP": 50392, + "n_pred": 161415, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 646, + "IoU": 0.0, + "TN": 37748954, + "TP": 0, + "n_pred": 646, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 0, + "IoU": 0.0, + "TN": 37649368, + "TP": 0, + "n_pred": 0, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5128529003394015, + "FN": 35510, + "FP": 65536, + "IoU": 0.3448568742503323, + "TN": 37595365, + "TP": 53189, + "n_pred": 118725, + "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": 0.7089807742954964, + "FN": 3319, + "FP": 2206, + "IoU": 0.5491636066911465, + "TN": 37737345, + "TP": 6730, + "n_pred": 8936, + "n_ref": 10049 + }, + "6": { + "Dice": 0.744805824224241, + "FN": 298775, + "FP": 5308, + "IoU": 0.5933789676516957, + "TN": 37001771, + "TP": 443746, + "n_pred": 449054, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6381949484755227, + "FN": 178663, + "FP": 10264, + "IoU": 0.46863899334276465, + "TN": 37394047, + "TP": 166626, + "n_pred": 176890, + "n_ref": 345289 + }, + "8": { + "Dice": 0.818229956434881, + "FN": 10096, + "FP": 20112, + "IoU": 0.6923766268152101, + "TN": 37651402, + "TP": 67990, + "n_pred": 88102, + "n_ref": 78086 + }, + "9": { + "Dice": 0.5834052613802679, + "FN": 31452, + "FP": 1851, + "IoU": 0.4118363886828441, + "TN": 37692978, + "TP": 23319, + "n_pred": 25170, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.794916246461367, + "FN": 57485, + "FP": 15032, + "IoU": 0.6596356843473812, + "TN": 75693631, + "TP": 140540, + "n_pred": 155572, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5358653940765522, + "FN": 70543, + "FP": 4929, + "IoU": 0.36599462365591395, + "TN": 75787648, + "TP": 43568, + "n_pred": 48497, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5798462852263023, + "FN": 2305, + "FP": 647, + "IoU": 0.40829825616355986, + "TN": 75901699, + "TP": 2037, + "n_pred": 2684, + "n_ref": 4342 + }, + "12": { + "Dice": 0.5196078431372549, + "FN": 2835, + "FP": 399, + "IoU": 0.3509933774834437, + "TN": 75901705, + "TP": 1749, + "n_pred": 2148, + "n_ref": 4584 + }, + "13": { + "Dice": 0.32835480993680377, + "FN": 32850, + "FP": 2541, + "IoU": 0.19642613868579992, + "TN": 75862646, + "TP": 8651, + "n_pred": 11192, + "n_ref": 41501 + }, + "14": { + "Dice": 0.864562078012117, + "FN": 13942, + "FP": 20440, + "IoU": 0.7614349153483209, + "TN": 75762568, + "TP": 109738, + "n_pred": 130178, + "n_ref": 123680 + }, + "15": { + "Dice": 0.42852730544791146, + "FN": 135240, + "FP": 3529, + "IoU": 0.27269153764714515, + "TN": 75715890, + "TP": 52029, + "n_pred": 55558, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5689108238635326, + "FN": 114789, + "FP": 3304, + "IoU": 0.3975369483259105, + "TN": 75710671, + "TP": 77924, + "n_pred": 81228, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5825957524348871, + "FN": 108960, + "FP": 94909, + "IoU": 0.4110300596570801, + "TN": 75560543, + "TP": 142276, + "n_pred": 237185, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7320483849528113, + "FN": 2641, + "FP": 17517, + "IoU": 0.577347255419969, + "TN": 75858994, + "TP": 27536, + "n_pred": 45053, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6784474597664879, + "FN": 4254, + "FP": 841, + "IoU": 0.5133715377268386, + "TN": 75896218, + "TP": 5375, + "n_pred": 6216, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9464951535906306, + "FN": 113168, + "FP": 67023, + "IoU": 0.8984250588087404, + "TN": 74132717, + "TP": 1593780, + "n_pred": 1660803, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8325836601267939, + "FN": 65775, + "FP": 17858, + "IoU": 0.7131848610387116, + "TN": 75615096, + "TP": 207959, + "n_pred": 225817, + "n_ref": 273734 + }, + "8": { + "Dice": 0.933312325205814, + "FN": 8818, + "FP": 3033, + "IoU": 0.8749630723781389, + "TN": 75811908, + "TP": 82929, + "n_pred": 85962, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8051432451996627, + "FN": 23801, + "FP": 2310, + "IoU": 0.6738408114319976, + "TN": 75826632, + "TP": 53945, + "n_pred": 56255, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6238167259786477, + "FN": 24931, + "FP": 59635, + "IoU": 0.4532948029195193, + "TN": 61233067, + "TP": 70117, + "n_pred": 129752, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7104071495541503, + "FN": 24635, + "FP": 18916, + "IoU": 0.5508770844290444, + "TN": 61290781, + "TP": 53418, + "n_pred": 72334, + "n_ref": 78053 + }, + "11": { + "Dice": 0.6925509486999297, + "FN": 1371, + "FP": 379, + "IoU": 0.5296963181940338, + "TN": 61384029, + "TP": 1971, + "n_pred": 2350, + "n_ref": 3342 + }, + "12": { + "Dice": 0.732067864942046, + "FN": 1190, + "FP": 405, + "IoU": 0.5773714891361951, + "TN": 61383976, + "TP": 2179, + "n_pred": 2584, + "n_ref": 3369 + }, + "13": { + "Dice": 0.13494881015093563, + "FN": 36509, + "FP": 1260, + "IoU": 0.07235662532236277, + "TN": 61347035, + "TP": 2946, + "n_pred": 4206, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7756060687867826, + "FN": 9000, + "FP": 24248, + "IoU": 0.6334612162102571, + "TN": 61297042, + "TP": 57460, + "n_pred": 81708, + "n_ref": 66460 + }, + "15": { + "Dice": 0.790888395183631, + "FN": 13896, + "FP": 1352, + "IoU": 0.6541070253839348, + "TN": 61343667, + "TP": 28835, + "n_pred": 30187, + "n_ref": 42731 + }, + "2": { + "Dice": 0.08260559679195974, + "FN": 127427, + "FP": 0, + "IoU": 0.04308221441230362, + "TN": 61254586, + "TP": 5737, + "n_pred": 5737, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6326475961509852, + "FN": 27308, + "FP": 96154, + "IoU": 0.46268072105634234, + "TN": 61157976, + "TP": 106312, + "n_pred": 202466, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6311793583742437, + "FN": 7919, + "FP": 5003, + "IoU": 0.4611118061637266, + "TN": 61363771, + "TP": 11057, + "n_pred": 16060, + "n_ref": 18976 + }, + "5": { + "Dice": 0.00518414515606437, + "FN": 27623, + "FP": 10, + "IoU": 0.0025988088792636707, + "TN": 61360045, + "TP": 72, + "n_pred": 82, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9056811650757227, + "FN": 140589, + "FP": 37305, + "IoU": 0.8276209237853358, + "TN": 60355757, + "TP": 854099, + "n_pred": 891404, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5066018518725558, + "FN": 66853, + "FP": 153806, + "IoU": 0.33922758810688114, + "TN": 61053809, + "TP": 113282, + "n_pred": 267088, + "n_ref": 180135 + }, + "8": { + "Dice": 0.880955157670989, + "FN": 46134, + "FP": 7967, + "IoU": 0.7872384772691521, + "TN": 61133470, + "TP": 200179, + "n_pred": 208146, + "n_ref": 246313 + }, + "9": { + "Dice": 0.571930965966538, + "FN": 47191, + "FP": 1498, + "IoU": 0.40049251985470663, + "TN": 61306535, + "TP": 32526, + "n_pred": 34024, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8749355982350091, + "FN": 13996, + "FP": 35038, + "IoU": 0.7776760129130545, + "TN": 39528248, + "TP": 171518, + "n_pred": 206556, + "n_ref": 185514 + }, + "10": { + "Dice": 0.47981003997746235, + "FN": 33949, + "FP": 4827, + "IoU": 0.3156250551545209, + "TN": 39692141, + "TP": 17883, + "n_pred": 22710, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7747478520732163, + "FN": 957, + "FP": 249, + "IoU": 0.6323170731707317, + "TN": 39745520, + "TP": 2074, + "n_pred": 2323, + "n_ref": 3031 + }, + "12": { + "Dice": 0.6624952597648843, + "FN": 1713, + "FP": 67, + "IoU": 0.4953218032322087, + "TN": 39745273, + "TP": 1747, + "n_pred": 1814, + "n_ref": 3460 + }, + "13": { + "Dice": 0.23169972773239986, + "FN": 37854, + "FP": 1652, + "IoU": 0.13102962848910102, + "TN": 39703337, + "TP": 5957, + "n_pred": 7609, + "n_ref": 43811 + }, + "14": { + "Dice": 0.22725365925556398, + "FN": 23311, + "FP": 44846, + "IoU": 0.12819299300323617, + "TN": 39670621, + "TP": 10022, + "n_pred": 54868, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8402474602222176, + "FN": 11106, + "FP": 4336, + "IoU": 0.724505816027974, + "TN": 39692748, + "TP": 40610, + "n_pred": 44946, + "n_ref": 51716 + }, + "2": { + "Dice": 5.0912176495545185e-05, + "FN": 117844, + "FP": 0, + "IoU": 2.545673627669775e-05, + "TN": 39630953, + "TP": 3, + "n_pred": 3, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6769843410385366, + "FN": 6262, + "FP": 115898, + "IoU": 0.5116979050497056, + "TN": 39498627, + "TP": 128013, + "n_pred": 243911, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7825387650473725, + "FN": 8204, + "FP": 449, + "IoU": 0.6427627776401619, + "TN": 39724578, + "TP": 15569, + "n_pred": 16018, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8058518744285279, + "FN": 1236, + "FP": 1312, + "IoU": 0.6748340990301174, + "TN": 39740964, + "TP": 5288, + "n_pred": 6600, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9210161738012096, + "FN": 79347, + "FP": 66204, + "IoU": 0.8535959033286963, + "TN": 38754627, + "TP": 848622, + "n_pred": 914826, + "n_ref": 927969 + }, + "7": { + "Dice": 0.532290975539217, + "FN": 466128, + "FP": 1241, + "IoU": 0.36266791759679595, + "TN": 39015479, + "TP": 265952, + "n_pred": 267193, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8448023426061494, + "FN": 2220, + "FP": 15164, + "IoU": 0.7313054499366286, + "TN": 39684102, + "TP": 47314, + "n_pred": 62478, + "n_ref": 49534 + }, + "9": { + "Dice": 0.6629910406616126, + "FN": 19503, + "FP": 2991, + "IoU": 0.49587628865979383, + "TN": 39704180, + "TP": 22126, + "n_pred": 25117, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6822339938121934, + "FN": 30693, + "FP": 31034, + "IoU": 0.5177201343854989, + "TN": 101268618, + "TP": 66263, + "n_pred": 97297, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5694506201131458, + "FN": 40769, + "FP": 22170, + "IoU": 0.3980642878319832, + "TN": 101292047, + "TP": 41622, + "n_pred": 63792, + "n_ref": 82391 + }, + "11": { + "Dice": 0.35729074238391006, + "FN": 4321, + "FP": 25, + "IoU": 0.21750090025207058, + "TN": 101391054, + "TP": 1208, + "n_pred": 1233, + "n_ref": 5529 + }, + "12": { + "Dice": 0.749730312837109, + "FN": 1750, + "FP": 570, + "IoU": 0.5996548748921484, + "TN": 101390813, + "TP": 3475, + "n_pred": 4045, + "n_ref": 5225 + }, + "13": { + "Dice": 0.4106318082788671, + "FN": 35809, + "FP": 4769, + "IoU": 0.25836166246298936, + "TN": 101341894, + "TP": 14136, + "n_pred": 18905, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9430385240479733, + "FN": 18025, + "FP": 1006, + "IoU": 0.8922165523568957, + "TN": 101220041, + "TP": 157536, + "n_pred": 158542, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6787405303030303, + "FN": 12539, + "FP": 1031, + "IoU": 0.513707220928149, + "TN": 101368703, + "TP": 14335, + "n_pred": 15366, + "n_ref": 26874 + }, + "2": { + "Dice": 0.28227970882106435, + "FN": 151764, + "FP": 664, + "IoU": 0.1643339199464921, + "TN": 101214205, + "TP": 29975, + "n_pred": 30639, + "n_ref": 181739 + }, + "3": { + "Dice": 0.47317127746750165, + "FN": 88935, + "FP": 85292, + "IoU": 0.3099046215758037, + "TN": 101144140, + "TP": 78241, + "n_pred": 163533, + "n_ref": 167176 + }, + "4": { + "Dice": 0.794112114371708, + "FN": 1703, + "FP": 2675, + "IoU": 0.6585289758989158, + "TN": 101383787, + "TP": 8443, + "n_pred": 11118, + "n_ref": 10146 + }, + "5": { + "Dice": 0.3993177445905476, + "FN": 28449, + "FP": 1838, + "IoU": 0.24946721514595827, + "TN": 101356254, + "TP": 10067, + "n_pred": 11905, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9064088307870142, + "FN": 87381, + "FP": 272596, + "IoU": 0.8288370062820832, + "TN": 99293484, + "TP": 1743147, + "n_pred": 2015743, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6241202468434325, + "FN": 247925, + "FP": 8749, + "IoU": 0.45361540164506736, + "TN": 100926840, + "TP": 213094, + "n_pred": 221843, + "n_ref": 461019 + }, + "8": { + "Dice": 0.732296326886457, + "FN": 96126, + "FP": 20558, + "IoU": 0.5776557585321977, + "TN": 101120331, + "TP": 159593, + "n_pred": 180151, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7166265677718776, + "FN": 36281, + "FP": 3529, + "IoU": 0.5583928650663353, + "TN": 101306460, + "TP": 50338, + "n_pred": 53867, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6269566372404773, + "FN": 94272, + "FP": 51770, + "IoU": 0.45661823526128775, + "TN": 73614739, + "TP": 122723, + "n_pred": 174493, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03789746917585983, + "FN": 73797, + "FP": 29985, + "IoU": 0.01931472416986374, + "TN": 73777678, + "TP": 2044, + "n_pred": 32029, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5192761605035405, + "FN": 3289, + "FP": 2210, + "IoU": 0.35069075451647186, + "TN": 73875035, + "TP": 2970, + "n_pred": 5180, + "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": 25054, + "IoU": 0.0, + "TN": 73797211, + "TP": 0, + "n_pred": 25054, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5761730306807166, + "FN": 55376, + "FP": 11954, + "IoU": 0.40466506330904717, + "TN": 73770408, + "TP": 45766, + "n_pred": 57720, + "n_ref": 101142 + }, + "15": { + "Dice": 0.20074039609167965, + "FN": 197367, + "FP": 182, + "IoU": 0.11156833380554694, + "TN": 73661147, + "TP": 24808, + "n_pred": 24990, + "n_ref": 222175 + }, + "2": { + "Dice": 0.007118734030983145, + "FN": 190366, + "FP": 435, + "IoU": 0.003572081364075515, + "TN": 73692019, + "TP": 684, + "n_pred": 1119, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4736379783626675, + "FN": 114200, + "FP": 48788, + "IoU": 0.31030513839344276, + "TN": 73647185, + "TP": 73331, + "n_pred": 122119, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 12358, + "IoU": 0.0, + "TN": 73823258, + "TP": 0, + "n_pred": 12358, + "n_ref": 47888 + }, + "5": { + "Dice": 0.1156695511423769, + "FN": 14199, + "FP": 6, + "IoU": 0.061384961014933265, + "TN": 73868370, + "TP": 929, + "n_pred": 935, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6561001963332258, + "FN": 391857, + "FP": 980882, + "IoU": 0.48820618512115566, + "TN": 71201293, + "TP": 1309472, + "n_pred": 2290354, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.17789500704987743, + "FN": 148690, + "FP": 72291, + "IoU": 0.0976315896933317, + "TN": 73638614, + "TP": 23909, + "n_pred": 96200, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6570783608703005, + "FN": 34766, + "FP": 11871, + "IoU": 0.4892901728027333, + "TN": 73792186, + "TP": 44681, + "n_pred": 56552, + "n_ref": 79447 + }, + "9": { + "Dice": 0.706795150199059, + "FN": 27689, + "FP": 24159, + "IoU": 0.5465453909393039, + "TN": 73769164, + "TP": 62492, + "n_pred": 86651, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8417982535745255, + "FN": 20373, + "FP": 42385, + "IoU": 0.7268148715649445, + "TN": 69266049, + "TP": 166969, + "n_pred": 209354, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5861308693721418, + "FN": 29856, + "FP": 23267, + "IoU": 0.41455807802512673, + "TN": 69405036, + "TP": 37617, + "n_pred": 60884, + "n_ref": 67473 + }, + "11": { + "Dice": 0.5876413570274637, + "FN": 2006, + "FP": 36, + "IoU": 0.416070917929654, + "TN": 69492279, + "TP": 1455, + "n_pred": 1491, + "n_ref": 3461 + }, + "12": { + "Dice": 0.42868187089292614, + "FN": 2043, + "FP": 913, + "IoU": 0.2728167281672817, + "TN": 69491711, + "TP": 1109, + "n_pred": 2022, + "n_ref": 3152 + }, + "13": { + "Dice": 0.4916684661340243, + "FN": 50495, + "FP": 6003, + "IoU": 0.3259684327316544, + "TN": 69411955, + "TP": 27323, + "n_pred": 33326, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8949070590878134, + "FN": 25548, + "FP": 3925, + "IoU": 0.80980252968508, + "TN": 69340816, + "TP": 125487, + "n_pred": 129412, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6099417951016807, + "FN": 51136, + "FP": 3682, + "IoU": 0.4387886729867524, + "TN": 69398098, + "TP": 42860, + "n_pred": 46542, + "n_ref": 93996 + }, + "2": { + "Dice": 0.07469757482899435, + "FN": 144324, + "FP": 13, + "IoU": 0.03879783968088011, + "TN": 69345613, + "TP": 5826, + "n_pred": 5839, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6647276171583543, + "FN": 23789, + "FP": 126293, + "IoU": 0.49782173712281924, + "TN": 69196914, + "TP": 148780, + "n_pred": 275073, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5287337814810342, + "FN": 17416, + "FP": 17707, + "IoU": 0.35937329004486923, + "TN": 69440950, + "TP": 19703, + "n_pred": 37410, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7748378580037881, + "FN": 5593, + "FP": 2253, + "IoU": 0.6324369905368687, + "TN": 69474430, + "TP": 13500, + "n_pred": 15753, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9355924313038161, + "FN": 103153, + "FP": 82240, + "IoU": 0.878979498849152, + "TN": 67963862, + "TP": 1346521, + "n_pred": 1428761, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8418577819760501, + "FN": 71470, + "FP": 19269, + "IoU": 0.726903629687594, + "TN": 69163516, + "TP": 241521, + "n_pred": 260790, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6688638022789551, + "FN": 25466, + "FP": 37130, + "IoU": 0.5024758574096888, + "TN": 69369961, + "TP": 63219, + "n_pred": 100349, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6293613455139854, + "FN": 42444, + "FP": 2225, + "IoU": 0.45917378986367047, + "TN": 69413182, + "TP": 37925, + "n_pred": 40150, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8421198357186649, + "FN": 10798, + "FP": 61049, + "IoU": 0.7272944659530859, + "TN": 50570092, + "TP": 191613, + "n_pred": 252662, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7674168208425586, + "FN": 25235, + "FP": 5439, + "IoU": 0.6226085458728576, + "TN": 50752273, + "TP": 50605, + "n_pred": 56044, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7726273199050049, + "FN": 2337, + "FP": 248, + "IoU": 0.6294969184463236, + "TN": 50826575, + "TP": 4392, + "n_pred": 4640, + "n_ref": 6729 + }, + "12": { + "Dice": 0.45331544224533155, + "FN": 4272, + "FP": 617, + "IoU": 0.2930884904569115, + "TN": 50826636, + "TP": 2027, + "n_pred": 2644, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4408634446374238, + "FN": 31383, + "FP": 11434, + "IoU": 0.2827612777861534, + "TN": 50773855, + "TP": 16880, + "n_pred": 28314, + "n_ref": 48263 + }, + "14": { + "Dice": 0.44789356984478934, + "FN": 35082, + "FP": 3513, + "IoU": 0.2885714285714286, + "TN": 50779302, + "TP": 15655, + "n_pred": 19168, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 1416, + "IoU": 0.0, + "TN": 50797380, + "TP": 0, + "n_pred": 1416, + "n_ref": 34756 + }, + "2": { + "Dice": 0.2790212712438586, + "FN": 177683, + "FP": 26, + "IoU": 0.16212941309595655, + "TN": 50621456, + "TP": 34387, + "n_pred": 34413, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6920694438967734, + "FN": 10076, + "FP": 161724, + "IoU": 0.5291331719924683, + "TN": 50468693, + "TP": 193059, + "n_pred": 354783, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8660565016576465, + "FN": 2683, + "FP": 2044, + "IoU": 0.7637563096606527, + "TN": 50813543, + "TP": 15282, + "n_pred": 17326, + "n_ref": 17965 + }, + "5": { + "Dice": 0.847411003236246, + "FN": 2370, + "FP": 1402, + "IoU": 0.7352239225045627, + "TN": 50819306, + "TP": 10474, + "n_pred": 11876, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8803144041280123, + "FN": 143673, + "FP": 414487, + "IoU": 0.7862157085645474, + "TN": 48222696, + "TP": 2052696, + "n_pred": 2467183, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.789579105267802, + "FN": 49397, + "FP": 45991, + "IoU": 0.6523178083789557, + "TN": 50559198, + "TP": 178966, + "n_pred": 224957, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7999878599208293, + "FN": 10669, + "FP": 35462, + "IoU": 0.666649805616175, + "TN": 50695166, + "TP": 92255, + "n_pred": 127717, + "n_ref": 102924 + }, + "9": { + "Dice": 0.46449612000726687, + "FN": 79323, + "FP": 3211, + "IoU": 0.3025040353590413, + "TN": 50715223, + "TP": 35795, + "n_pred": 39006, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7915796610835696, + "FN": 50842, + "FP": 33998, + "IoU": 0.6550532423124932, + "TN": 76638909, + "TP": 161111, + "n_pred": 195109, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6268644524676937, + "FN": 26588, + "FP": 19092, + "IoU": 0.4565204459197392, + "TN": 76800809, + "TP": 38371, + "n_pred": 57463, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6713368359603036, + "FN": 1149, + "FP": 540, + "IoU": 0.5052724077328646, + "TN": 76881446, + "TP": 1725, + "n_pred": 2265, + "n_ref": 2874 + }, + "12": { + "Dice": 0.07949944792050055, + "FN": 2501, + "FP": 0, + "IoU": 0.041395170563434266, + "TN": 76882251, + "TP": 108, + "n_pred": 108, + "n_ref": 2609 + }, + "13": { + "Dice": 0.34856664184661207, + "FN": 31548, + "FP": 10446, + "IoU": 0.21106915403257623, + "TN": 76831631, + "TP": 11235, + "n_pred": 21681, + "n_ref": 42783 + }, + "14": { + "Dice": 0.874916840904771, + "FN": 7862, + "FP": 13196, + "IoU": 0.7776463755873502, + "TN": 76790155, + "TP": 73647, + "n_pred": 86843, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5035093288188198, + "FN": 25739, + "FP": 2415, + "IoU": 0.3364600518501061, + "TN": 76842430, + "TP": 14276, + "n_pred": 16691, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7709016371451108, + "FN": 32064, + "FP": 10631, + "IoU": 0.6272090667784297, + "TN": 76770332, + "TP": 71833, + "n_pred": 82464, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8359699199853268, + "FN": 24485, + "FP": 4133, + "IoU": 0.718168657613031, + "TN": 76783317, + "TP": 72925, + "n_pred": 77058, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8857832649616267, + "FN": 2318, + "FP": 3501, + "IoU": 0.7949829123066624, + "TN": 76856477, + "TP": 22564, + "n_pred": 26065, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6631383088691337, + "FN": 7736, + "FP": 411, + "IoU": 0.4960410738587158, + "TN": 76868694, + "TP": 8019, + "n_pred": 8430, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9101983805650968, + "FN": 50284, + "FP": 162975, + "IoU": 0.8351963920158822, + "TN": 75590841, + "TP": 1080760, + "n_pred": 1243735, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7343437077131258, + "FN": 39053, + "FP": 49291, + "IoU": 0.5802078433049651, + "TN": 76674413, + "TP": 122103, + "n_pred": 171394, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8077793641397082, + "FN": 7715, + "FP": 25405, + "IoU": 0.6775418406986593, + "TN": 76782149, + "TP": 69591, + "n_pred": 94996, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5894946808510638, + "FN": 51870, + "FP": 3696, + "IoU": 0.41793155463373244, + "TN": 76789397, + "TP": 39897, + "n_pred": 43593, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36832809850180126, + "FN": 87868, + "FP": 38028, + "IoU": 0.22573661908598347, + "TN": 130837331, + "TP": 36705, + "n_pred": 74733, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4945044589697681, + "FN": 28701, + "FP": 30306, + "IoU": 0.3284662395156426, + "TN": 130912063, + "TP": 28862, + "n_pred": 59168, + "n_ref": 57563 + }, + "11": { + "Dice": 0.5921085699924604, + "FN": 3212, + "FP": 34, + "IoU": 0.42056408425562297, + "TN": 130994330, + "TP": 2356, + "n_pred": 2390, + "n_ref": 5568 + }, + "12": { + "Dice": 0.41294667101118715, + "FN": 5401, + "FP": 4, + "IoU": 0.2601970982753901, + "TN": 130992626, + "TP": 1901, + "n_pred": 1905, + "n_ref": 7302 + }, + "13": { + "Dice": 0.1872916913850568, + "FN": 69735, + "FP": 5612, + "IoU": 0.10332147234883195, + "TN": 130915903, + "TP": 8682, + "n_pred": 14294, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 0, + "IoU": 0.0, + "TN": 130053807, + "TP": 0, + "n_pred": 0, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 1225, + "IoU": 0.0, + "TN": 130973397, + "TP": 0, + "n_pred": 1225, + "n_ref": 25310 + }, + "2": { + "Dice": 0.3484230097301665, + "FN": 172286, + "FP": 1889, + "IoU": 0.21096383140651614, + "TN": 130779188, + "TP": 46569, + "n_pred": 48458, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6375829919480153, + "FN": 102503, + "FP": 102741, + "IoU": 0.4679793251110731, + "TN": 130614150, + "TP": 180538, + "n_pred": 283279, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 8179, + "IoU": 0.0, + "TN": 130989473, + "TP": 0, + "n_pred": 8179, + "n_ref": 2280 + }, + "5": { + "Dice": 0.01096163428001993, + "FN": 23587, + "FP": 233, + "IoU": 0.005511022044088177, + "TN": 130975980, + "TP": 132, + "n_pred": 365, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8671076655063066, + "FN": 74359, + "FP": 354353, + "IoU": 0.7653928260480551, + "TN": 129172571, + "TP": 1398649, + "n_pred": 1753002, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6206337160705644, + "FN": 91206, + "FP": 46768, + "IoU": 0.4499411964040106, + "TN": 130749097, + "TP": 112861, + "n_pred": 159629, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7421807416520887, + "FN": 48808, + "FP": 4838, + "IoU": 0.5900535682900176, + "TN": 130869071, + "TP": 77215, + "n_pred": 82053, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6670378431273304, + "FN": 17683, + "FP": 21787, + "IoU": 0.5004176897957118, + "TN": 130920926, + "TP": 39536, + "n_pred": 61323, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5676064536678053, + "FN": 31577, + "FP": 7792, + "IoU": 0.39626431934242207, + "TN": 74361489, + "TP": 25840, + "n_pred": 33632, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4444619588062211, + "FN": 53398, + "FP": 10040, + "IoU": 0.2857287620334403, + "TN": 74337883, + "TP": 25377, + "n_pred": 35417, + "n_ref": 78775 + }, + "11": { + "Dice": 0.37419790611279974, + "FN": 1834, + "FP": 19, + "IoU": 0.23016202742002492, + "TN": 74424291, + "TP": 554, + "n_pred": 573, + "n_ref": 2388 + }, + "12": { + "Dice": 0.4721371708511941, + "FN": 1686, + "FP": 38, + "IoU": 0.3090180360721443, + "TN": 74424203, + "TP": 771, + "n_pred": 809, + "n_ref": 2457 + }, + "13": { + "Dice": 0.08707061278761569, + "FN": 98383, + "FP": 5292, + "IoU": 0.04551689851683407, + "TN": 74318079, + "TP": 4944, + "n_pred": 10236, + "n_ref": 103327 + }, + "14": { + "Dice": 0.6718220103541169, + "FN": 83236, + "FP": 2405, + "IoU": 0.5058222735141373, + "TN": 74253398, + "TP": 87659, + "n_pred": 90064, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2276810557278003, + "FN": 19354, + "FP": 76, + "IoU": 0.12846505786310217, + "TN": 74404404, + "TP": 2864, + "n_pred": 2940, + "n_ref": 22218 + }, + "2": { + "Dice": 0.3258118785307961, + "FN": 93867, + "FP": 9124, + "IoU": 0.19460888197252046, + "TN": 74298821, + "TP": 24886, + "n_pred": 34010, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5957234484573025, + "FN": 65527, + "FP": 23599, + "IoU": 0.42422088996847385, + "TN": 74271906, + "TP": 65666, + "n_pred": 89265, + "n_ref": 131193 + }, + "4": { + "Dice": 0.15120856051549697, + "FN": 27867, + "FP": 1244, + "IoU": 0.08178778703002776, + "TN": 74394994, + "TP": 2593, + "n_pred": 3837, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9521209985060607, + "FN": 32607, + "FP": 53380, + "IoU": 0.9086173090105265, + "TN": 73485743, + "TP": 854968, + "n_pred": 908348, + "n_ref": 887575 + }, + "7": { + "Dice": 0.617439408886052, + "FN": 54750, + "FP": 63918, + "IoU": 0.4465912111588343, + "TN": 74212267, + "TP": 95763, + "n_pred": 159681, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8951165742534571, + "FN": 3035, + "FP": 6385, + "IoU": 0.8101457161859846, + "TN": 74377081, + "TP": 40197, + "n_pred": 46582, + "n_ref": 43232 + }, + "9": { + "Dice": 0.756157034869544, + "FN": 8964, + "FP": 7036, + "IoU": 0.6079200156831994, + "TN": 74385890, + "TP": 24808, + "n_pred": 31844, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9422579119286967, + "FN": 13909, + "FP": 1594, + "IoU": 0.8908200992992711, + "TN": 106504693, + "TP": 126492, + "n_pred": 128086, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6758360221848839, + "FN": 31165, + "FP": 34238, + "IoU": 0.510386956228805, + "TN": 106513107, + "TP": 68178, + "n_pred": 102416, + "n_ref": 99343 + }, + "11": { + "Dice": 0.37497984846042237, + "FN": 3488, + "FP": 389, + "IoU": 0.23075396825396827, + "TN": 106641648, + "TP": 1163, + "n_pred": 1552, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7251917134027698, + "FN": 2302, + "FP": 99, + "IoU": 0.568863350691327, + "TN": 106641119, + "TP": 3168, + "n_pred": 3267, + "n_ref": 5470 + }, + "13": { + "Dice": 0.10658449439476719, + "FN": 38124, + "FP": 9135, + "IoU": 0.05629218419265945, + "TN": 106596610, + "TP": 2819, + "n_pred": 11954, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8236475262706346, + "FN": 2573, + "FP": 26410, + "IoU": 0.7001706925981482, + "TN": 106550023, + "TP": 67682, + "n_pred": 94092, + "n_ref": 70255 + }, + "15": { + "Dice": 0.32335329341317365, + "FN": 21350, + "FP": 459, + "IoU": 0.19285714285714287, + "TN": 106619668, + "TP": 5211, + "n_pred": 5670, + "n_ref": 26561 + }, + "2": { + "Dice": 0.519098169637188, + "FN": 111050, + "FP": 29067, + "IoU": 0.3505284138314638, + "TN": 106430948, + "TP": 75623, + "n_pred": 104690, + "n_ref": 186673 + }, + "3": { + "Dice": 0.599417401657631, + "FN": 46782, + "FP": 91834, + "IoU": 0.42797718775533783, + "TN": 106404362, + "TP": 103710, + "n_pred": 195544, + "n_ref": 150492 + }, + "4": { + "Dice": 0.73580547112462, + "FN": 1005, + "FP": 5514, + "IoU": 0.5820350067320639, + "TN": 106631091, + "TP": 9078, + "n_pred": 14592, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6200937316930287, + "FN": 2325, + "FP": 269, + "IoU": 0.44937380598599025, + "TN": 106641977, + "TP": 2117, + "n_pred": 2386, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9483410818536314, + "FN": 102449, + "FP": 25034, + "IoU": 0.901757276518091, + "TN": 105349055, + "TP": 1170150, + "n_pred": 1195184, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6096597957624403, + "FN": 151320, + "FP": 86243, + "IoU": 0.43849684696183266, + "TN": 106223604, + "TP": 185521, + "n_pred": 271764, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7421081583041043, + "FN": 8298, + "FP": 35303, + "IoU": 0.5899618184212011, + "TN": 106540354, + "TP": 62733, + "n_pred": 98036, + "n_ref": 71031 + }, + "9": { + "Dice": 0.5874121471127587, + "FN": 47766, + "FP": 4657, + "IoU": 0.4158411428444078, + "TN": 106556947, + "TP": 37318, + "n_pred": 41975, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8156220643442169, + "FN": 40572, + "FP": 11047, + "IoU": 0.6886501679825805, + "TN": 107961137, + "TP": 114172, + "n_pred": 125219, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7915492472723308, + "FN": 12184, + "FP": 24135, + "IoU": 0.6550115885861925, + "TN": 108021652, + "TP": 68957, + "n_pred": 93092, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5952797202797203, + "FN": 1675, + "FP": 177, + "IoU": 0.4237710018668326, + "TN": 108123714, + "TP": 1362, + "n_pred": 1539, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7892301220025242, + "FN": 1160, + "FP": 343, + "IoU": 0.6518415566365532, + "TN": 108122611, + "TP": 2814, + "n_pred": 3157, + "n_ref": 3974 + }, + "13": { + "Dice": 0.532403497779836, + "FN": 48106, + "FP": 3389, + "IoU": 0.36277239484723617, + "TN": 108046117, + "TP": 29316, + "n_pred": 32705, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6942749139442063, + "FN": 7017, + "FP": 21937, + "IoU": 0.531715995471454, + "TN": 108065098, + "TP": 32876, + "n_pred": 54813, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4554947787170562, + "FN": 18987, + "FP": 723, + "IoU": 0.29491307147456536, + "TN": 108098974, + "TP": 8244, + "n_pred": 8967, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5271605224335951, + "FN": 122146, + "FP": 292, + "IoU": 0.3579212334154911, + "TN": 107936238, + "TP": 68252, + "n_pred": 68544, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8493015991004765, + "FN": 19711, + "FP": 44353, + "IoU": 0.7380748929837401, + "TN": 107882339, + "TP": 180525, + "n_pred": 224878, + "n_ref": 200236 + }, + "4": { + "Dice": 0.764636566608782, + "FN": 8651, + "FP": 6529, + "IoU": 0.6189567749385009, + "TN": 108087090, + "TP": 24658, + "n_pred": 31187, + "n_ref": 33309 + }, + "5": { + "Dice": 0.13740091280326688, + "FN": 3591, + "FP": 0, + "IoU": 0.07376837761155533, + "TN": 108123051, + "TP": 286, + "n_pred": 286, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9601003826785881, + "FN": 56969, + "FP": 61256, + "IoU": 0.9232625598532561, + "TN": 106586285, + "TP": 1422418, + "n_pred": 1483674, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8520598162421481, + "FN": 36504, + "FP": 39850, + "IoU": 0.7422510582850044, + "TN": 107830694, + "TP": 219880, + "n_pred": 259730, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7892464717489508, + "FN": 3773, + "FP": 17268, + "IoU": 0.6518638627376363, + "TN": 108066489, + "TP": 39398, + "n_pred": 56666, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6842456286186531, + "FN": 26343, + "FP": 6324, + "IoU": 0.5200405512620846, + "TN": 108058866, + "TP": 35395, + "n_pred": 41719, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10132463150908437, + "FN": 117165, + "FP": 12823, + "IoU": 0.05336595881033528, + "TN": 62432844, + "TP": 7328, + "n_pred": 20151, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6449727075998837, + "FN": 19208, + "FP": 24760, + "IoU": 0.47598503086787597, + "TN": 62486254, + "TP": 39938, + "n_pred": 64698, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5613032294941411, + "FN": 1070, + "FP": 465, + "IoU": 0.3901470003972984, + "TN": 62567643, + "TP": 982, + "n_pred": 1447, + "n_ref": 2052 + }, + "12": { + "Dice": 0.65403103969235, + "FN": 1886, + "FP": 633, + "IoU": 0.4859183673469388, + "TN": 62565260, + "TP": 2381, + "n_pred": 3014, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6128953697220616, + "FN": 21576, + "FP": 3856, + "IoU": 0.44185229891363986, + "TN": 62524595, + "TP": 20133, + "n_pred": 23989, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5349089932442204, + "FN": 224980, + "FP": 138, + "IoU": 0.36510291222706687, + "TN": 62215586, + "TP": 129456, + "n_pred": 129594, + "n_ref": 354436 + }, + "15": { + "Dice": 0.10720488596240099, + "FN": 85722, + "FP": 7834, + "IoU": 0.05663839956439757, + "TN": 62470987, + "TP": 5617, + "n_pred": 13451, + "n_ref": 91339 + }, + "2": { + "Dice": 0.2541960694650856, + "FN": 142553, + "FP": 971, + "IoU": 0.14560401945434956, + "TN": 62402177, + "TP": 24459, + "n_pred": 25430, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6257220161011368, + "FN": 68115, + "FP": 89861, + "IoU": 0.45530964144964814, + "TN": 62280131, + "TP": 132053, + "n_pred": 221914, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8670607973156507, + "FN": 1774, + "FP": 4882, + "IoU": 0.7653197940906847, + "TN": 62541798, + "TP": 21706, + "n_pred": 26588, + "n_ref": 23480 + }, + "5": { + "Dice": 0.1837322695035461, + "FN": 7346, + "FP": 20, + "IoU": 0.10115924344112263, + "TN": 62561965, + "TP": 829, + "n_pred": 849, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9140526620341911, + "FN": 63523, + "FP": 198634, + "IoU": 0.8417099338780001, + "TN": 60913979, + "TP": 1394024, + "n_pred": 1592658, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6927013163586923, + "FN": 75311, + "FP": 24137, + "IoU": 0.5298722663968913, + "TN": 62358626, + "TP": 112086, + "n_pred": 136223, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8572539427828164, + "FN": 9490, + "FP": 10703, + "IoU": 0.7501701164214928, + "TN": 62489333, + "TP": 60634, + "n_pred": 71337, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6644633396428608, + "FN": 16423, + "FP": 17080, + "IoU": 0.49752534645149676, + "TN": 62503484, + "TP": 33173, + "n_pred": 50253, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7044891527026317, + "FN": 113066, + "FP": 27575, + "IoU": 0.5437925542439901, + "TN": 55072965, + "TP": 167642, + "n_pred": 195217, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6554679701215105, + "FN": 28964, + "FP": 21081, + "IoU": 0.48750640040962623, + "TN": 55283598, + "TP": 47605, + "n_pred": 68686, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6127868379275508, + "FN": 2204, + "FP": 479, + "IoU": 0.44173949230129006, + "TN": 55376442, + "TP": 2123, + "n_pred": 2602, + "n_ref": 4327 + }, + "12": { + "Dice": 0.11953295072234316, + "FN": 4426, + "FP": 23, + "IoU": 0.06356556514418017, + "TN": 55376497, + "TP": 302, + "n_pred": 325, + "n_ref": 4728 + }, + "13": { + "Dice": 0.442769665567593, + "FN": 37951, + "FP": 4637, + "IoU": 0.28433151845130067, + "TN": 55321740, + "TP": 16920, + "n_pred": 21557, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8669670814825955, + "FN": 14477, + "FP": 10292, + "IoU": 0.7651737803143783, + "TN": 55275770, + "TP": 80709, + "n_pred": 91001, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8126485407358114, + "FN": 19473, + "FP": 12059, + "IoU": 0.684421225404832, + "TN": 55281330, + "TP": 68386, + "n_pred": 80445, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5030518190878734, + "FN": 126219, + "FP": 10401, + "IoU": 0.3360515918335609, + "TN": 55175479, + "TP": 69149, + "n_pred": 79550, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7182990008634513, + "FN": 44131, + "FP": 65489, + "IoU": 0.5604263407357506, + "TN": 55131870, + "TP": 139758, + "n_pred": 205247, + "n_ref": 183889 + }, + "4": { + "Dice": 0.4762693613849085, + "FN": 4534, + "FP": 1789, + "IoU": 0.31256794955425093, + "TN": 55372050, + "TP": 2875, + "n_pred": 4664, + "n_ref": 7409 + }, + "5": { + "Dice": 0.263544536271809, + "FN": 4779, + "FP": 33, + "IoU": 0.15177154944473822, + "TN": 55375575, + "TP": 861, + "n_pred": 894, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9153775378442841, + "FN": 102976, + "FP": 155100, + "IoU": 0.8439595986468389, + "TN": 53727343, + "TP": 1395829, + "n_pred": 1550929, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7431491068766433, + "FN": 65585, + "FP": 10223, + "IoU": 0.5912786559986197, + "TN": 55195772, + "TP": 109668, + "n_pred": 119891, + "n_ref": 175253 + }, + "8": { + "Dice": 0.906917220152276, + "FN": 5064, + "FP": 3555, + "IoU": 0.8296875926255262, + "TN": 55330641, + "TP": 41988, + "n_pred": 45543, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8310630557801132, + "FN": 9795, + "FP": 6923, + "IoU": 0.7109562751776483, + "TN": 55323409, + "TP": 41121, + "n_pred": 48044, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7611342484827895, + "FN": 107261, + "FP": 6645, + "IoU": 0.614379925791512, + "TN": 110851231, + "TP": 181478, + "n_pred": 188123, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7425165327244151, + "FN": 19678, + "FP": 23735, + "IoU": 0.5904781669480893, + "TN": 111040606, + "TP": 62596, + "n_pred": 86331, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7607648518464458, + "FN": 1028, + "FP": 611, + "IoU": 0.6138987043580684, + "TN": 111142370, + "TP": 2606, + "n_pred": 3217, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6403883495145631, + "FN": 1455, + "FP": 397, + "IoU": 0.47100828334761496, + "TN": 111143114, + "TP": 1649, + "n_pred": 2046, + "n_ref": 3104 + }, + "13": { + "Dice": 0.32693902609782105, + "FN": 47417, + "FP": 15072, + "IoU": 0.19541369453815055, + "TN": 111068949, + "TP": 15177, + "n_pred": 30249, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6549361835185764, + "FN": 18076, + "FP": 6202, + "IoU": 0.4869182974766474, + "TN": 111099297, + "TP": 23040, + "n_pred": 29242, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0009457755359394704, + "FN": 25352, + "FP": 0, + "IoU": 0.00047311149660936763, + "TN": 111121251, + "TP": 12, + "n_pred": 12, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7385712585947669, + "FN": 53466, + "FP": 19041, + "IoU": 0.5855037501143328, + "TN": 110971687, + "TP": 102421, + "n_pred": 121462, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6130467811643449, + "FN": 125126, + "FP": 25648, + "IoU": 0.44200970359980607, + "TN": 110876406, + "TP": 119435, + "n_pred": 145083, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8812389664580325, + "FN": 2365, + "FP": 2075, + "IoU": 0.7876918663032564, + "TN": 111125702, + "TP": 16473, + "n_pred": 18548, + "n_ref": 18838 + }, + "5": { + "Dice": 0.40491803278688526, + "FN": 3532, + "FP": 98, + "IoU": 0.2538540596094553, + "TN": 111141750, + "TP": 1235, + "n_pred": 1333, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9581620183438819, + "FN": 47025, + "FP": 88963, + "IoU": 0.9196842841348289, + "TN": 109453447, + "TP": 1557180, + "n_pred": 1646143, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.36529364163908284, + "FN": 286385, + "FP": 34414, + "IoU": 0.22346132060399793, + "TN": 110733501, + "TP": 92315, + "n_pred": 126729, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8451050050115354, + "FN": 9302, + "FP": 16815, + "IoU": 0.7317591717677991, + "TN": 111049251, + "TP": 71247, + "n_pred": 88062, + "n_ref": 80549 + }, + "9": { + "Dice": 0.6939140606185709, + "FN": 25599, + "FP": 1092, + "IoU": 0.5312928037087767, + "TN": 111089669, + "TP": 30255, + "n_pred": 31347, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9234532746570023, + "FN": 23826, + "FP": 5744, + "IoU": 0.8577920984923173, + "TN": 96913090, + "TP": 178365, + "n_pred": 184109, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7140948426483587, + "FN": 22291, + "FP": 19436, + "IoU": 0.5553246587167109, + "TN": 97027188, + "TP": 52110, + "n_pred": 71546, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5856697819314641, + "FN": 2126, + "FP": 401, + "IoU": 0.41409691629955947, + "TN": 97116712, + "TP": 1786, + "n_pred": 2187, + "n_ref": 3912 + }, + "12": { + "Dice": 0.46558761435608725, + "FN": 3629, + "FP": 168, + "IoU": 0.303430563199413, + "TN": 97115574, + "TP": 1654, + "n_pred": 1822, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6387251742925771, + "FN": 24115, + "FP": 6718, + "IoU": 0.4692110382344334, + "TN": 97062936, + "TP": 27256, + "n_pred": 33974, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9279854572573879, + "FN": 13853, + "FP": 4687, + "IoU": 0.8656463324492369, + "TN": 96983031, + "TP": 119454, + "n_pred": 124141, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8776473978260522, + "FN": 13675, + "FP": 1611, + "IoU": 0.781971188132934, + "TN": 97050915, + "TP": 54824, + "n_pred": 56435, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5989424361914504, + "FN": 94789, + "FP": 2445, + "IoU": 0.4274930964030641, + "TN": 96951186, + "TP": 72605, + "n_pred": 75050, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6831112932012866, + "FN": 74786, + "FP": 59796, + "IoU": 0.5187312258618223, + "TN": 96841385, + "TP": 145058, + "n_pred": 204854, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7496761191881388, + "FN": 1609, + "FP": 8825, + "IoU": 0.5995855399493438, + "TN": 97094967, + "TP": 15624, + "n_pred": 24449, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0014354066985645933, + "FN": 12449, + "FP": 73, + "IoU": 0.0007182188173330142, + "TN": 97108494, + "TP": 9, + "n_pred": 82, + "n_ref": 12458 + }, + "6": { + "Dice": 0.970389350562577, + "FN": 56909, + "FP": 36511, + "IoU": 0.9424818508751784, + "TN": 95496842, + "TP": 1530763, + "n_pred": 1567274, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6330803386064466, + "FN": 157523, + "FP": 38655, + "IoU": 0.4631437797602758, + "TN": 96755605, + "TP": 169242, + "n_pred": 207897, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7800082781456954, + "FN": 20959, + "FP": 23687, + "IoU": 0.6393553859202714, + "TN": 96997230, + "TP": 79149, + "n_pred": 102836, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6942112417046454, + "FN": 43350, + "FP": 2544, + "IoU": 0.5316413066772802, + "TN": 97023036, + "TP": 52095, + "n_pred": 54639, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9081961746669376, + "FN": 22825, + "FP": 12415, + "IoU": 0.8318309146699372, + "TN": 78846854, + "TP": 174311, + "n_pred": 186726, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6216819449980072, + "FN": 46218, + "FP": 10734, + "IoU": 0.45104389566826675, + "TN": 78952659, + "TP": 46794, + "n_pred": 57528, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5689585846401287, + "FN": 1594, + "FP": 550, + "IoU": 0.3975835908963192, + "TN": 79052846, + "TP": 1415, + "n_pred": 1965, + "n_ref": 3009 + }, + "12": { + "Dice": 0.1542242703533026, + "FN": 2753, + "FP": 0, + "IoU": 0.08355525965379494, + "TN": 79053401, + "TP": 251, + "n_pred": 251, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5182296332992526, + "FN": 40892, + "FP": 4815, + "IoU": 0.34973680466638213, + "TN": 78986115, + "TP": 24583, + "n_pred": 29398, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5930283781671427, + "FN": 17012, + "FP": 11627, + "IoU": 0.4214927785072215, + "TN": 79006900, + "TP": 20866, + "n_pred": 32493, + "n_ref": 37878 + }, + "15": { + "Dice": 0.13102568369667722, + "FN": 34989, + "FP": 12006, + "IoU": 0.07010566306541612, + "TN": 79005867, + "TP": 3543, + "n_pred": 15549, + "n_ref": 38532 + }, + "2": { + "Dice": 0.45754101509461453, + "FN": 78207, + "FP": 3694, + "IoU": 0.2966309117922381, + "TN": 78939964, + "TP": 34540, + "n_pred": 38234, + "n_ref": 112747 + }, + "3": { + "Dice": 0.747300127922207, + "FN": 48065, + "FP": 1518, + "IoU": 0.5965516119058081, + "TN": 78933507, + "TP": 73315, + "n_pred": 74833, + "n_ref": 121380 + }, + "4": { + "Dice": 0.1953518033019202, + "FN": 5725, + "FP": 16987, + "IoU": 0.10824924417919825, + "TN": 79030936, + "TP": 2757, + "n_pred": 19744, + "n_ref": 8482 + }, + "5": { + "Dice": 0.24313857551776394, + "FN": 4236, + "FP": 259, + "IoU": 0.13839371286179797, + "TN": 79051188, + "TP": 722, + "n_pred": 981, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9434723409078368, + "FN": 53384, + "FP": 98232, + "IoU": 0.8929935082991857, + "TN": 77639519, + "TP": 1265270, + "n_pred": 1363502, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7137819694693048, + "FN": 202721, + "FP": 14811, + "IoU": 0.5549463252157937, + "TN": 78567628, + "TP": 271245, + "n_pred": 286056, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7125751503006013, + "FN": 3081, + "FP": 19867, + "IoU": 0.553488734093474, + "TN": 79005011, + "TP": 28446, + "n_pred": 48313, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7617537421856191, + "FN": 25414, + "FP": 3283, + "IoU": 0.6151875988950573, + "TN": 78981831, + "TP": 45877, + "n_pred": 49160, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9286613089945137, + "FN": 12017, + "FP": 21999, + "IoU": 0.8668232714744343, + "TN": 122456520, + "TP": 221404, + "n_pred": 243403, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7480618955170416, + "FN": 25819, + "FP": 31150, + "IoU": 0.5975230667062298, + "TN": 122570394, + "TP": 84577, + "n_pred": 115727, + "n_ref": 110396 + }, + "11": { + "Dice": 0.60297845373891, + "FN": 2279, + "FP": 227, + "IoU": 0.4316171467452937, + "TN": 122707531, + "TP": 1903, + "n_pred": 2130, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4233714218400283, + "FN": 4493, + "FP": 402, + "IoU": 0.2685295875672445, + "TN": 122705248, + "TP": 1797, + "n_pred": 2199, + "n_ref": 6290 + }, + "13": { + "Dice": 0.10108729908603845, + "FN": 49951, + "FP": 18503, + "IoU": 0.05323430563047177, + "TN": 122639637, + "TP": 3849, + "n_pred": 22352, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8626423875623058, + "FN": 17614, + "FP": 11073, + "IoU": 0.7584618752525933, + "TN": 122593172, + "TP": 90081, + "n_pred": 101154, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7331587370871526, + "FN": 20855, + "FP": 1153, + "IoU": 0.5787297576662456, + "TN": 122659698, + "TP": 30234, + "n_pred": 31387, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5364916158170374, + "FN": 86694, + "FP": 129, + "IoU": 0.3665791201575837, + "TN": 122574870, + "TP": 50247, + "n_pred": 50376, + "n_ref": 136941 + }, + "3": { + "Dice": 0.765366351829307, + "FN": 13229, + "FP": 68103, + "IoU": 0.619913731464649, + "TN": 122497957, + "TP": 132651, + "n_pred": 200754, + "n_ref": 145880 + }, + "4": { + "Dice": 0.736376866274996, + "FN": 24489, + "FP": 4857, + "IoU": 0.5827503838935335, + "TN": 122641608, + "TP": 40986, + "n_pred": 45843, + "n_ref": 65475 + }, + "5": { + "Dice": 0.21918369437189533, + "FN": 15069, + "FP": 178, + "IoU": 0.12308046241444758, + "TN": 122694553, + "TP": 2140, + "n_pred": 2318, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9389343042397176, + "FN": 51582, + "FP": 164242, + "IoU": 0.8848974271729194, + "TN": 120836882, + "TP": 1659234, + "n_pred": 1823476, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5777035866825891, + "FN": 272579, + "FP": 156725, + "IoU": 0.40617664593214736, + "TN": 121988991, + "TP": 293645, + "n_pred": 450370, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8878217714398979, + "FN": 17754, + "FP": 12241, + "IoU": 0.7982729284220296, + "TN": 122563249, + "TP": 118696, + "n_pred": 130937, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7023635188533375, + "FN": 31820, + "FP": 4561, + "IoU": 0.5412636967732987, + "TN": 122632633, + "TP": 42926, + "n_pred": 47487, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_002/summary_cross_val.json b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..05a1e4ead28c17c332e695ded1f002af594a2f0f --- /dev/null +++ b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_002/summary_cross_val.json @@ -0,0 +1,14724 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1197.9, + "FP": 692.0148148148149, + "IoU": NaN, + "TN": 229344.63703703706, + "TP": 2408.114814814815, + "n_pred": 3100.1296296296296, + "n_ref": 3606.0148148148155 + }, + "mean": { + "1": { + "Dice": 0.24197324783436228, + "FN": 3356.5, + "FP": 1611.4444444444443, + "IoU": 0.20380025626432496, + "TN": 223739.44444444444, + "TP": 4935.277777777777, + "n_pred": 6546.722222222223, + "n_ref": 8291.777777777777 + }, + "10": { + "Dice": 0.2712694130627076, + "FN": 675.4444444444445, + "FP": 698.5, + "IoU": 0.190198026022017, + "TN": 231469.88888888888, + "TP": 798.8333333333334, + "n_pred": 1497.3333333333333, + "n_ref": 1474.2777777777778 + }, + "11": { + "Dice": 0.6618706792619836, + "FN": 120.0, + "FP": 74.38888888888889, + "IoU": 0.49739253856360416, + "TN": 233266.94444444444, + "TP": 181.33333333333334, + "n_pred": 255.72222222222223, + "n_ref": 301.3333333333333 + }, + "12": { + "Dice": 0.22663767881442026, + "FN": 213.22222222222223, + "FP": 71.33333333333333, + "IoU": 0.14806118627170956, + "TN": 233260.27777777778, + "TP": 97.83333333333333, + "n_pred": 169.16666666666666, + "n_ref": 311.05555555555554 + }, + "13": { + "Dice": 0.08093443858327053, + "FN": 555.5555555555555, + "FP": 6.944444444444445, + "IoU": 0.0460588386654087, + "TN": 232990.66666666666, + "TP": 89.5, + "n_pred": 96.44444444444444, + "n_ref": 645.0555555555555 + }, + "14": { + "Dice": 0.0, + "FN": 83.38888888888889, + "FP": 421.94444444444446, + "IoU": 0.0, + "TN": 233137.33333333334, + "TP": 0.0, + "n_pred": 421.94444444444446, + "n_ref": 83.38888888888889 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 233642.66666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.15984495630557188, + "FN": 5581.111111111111, + "FP": 49.333333333333336, + "IoU": 0.09993626977527104, + "TN": 226744.11111111112, + "TP": 1268.111111111111, + "n_pred": 1317.4444444444443, + "n_ref": 6849.222222222223 + }, + "3": { + "Dice": 0.34281999054137136, + "FN": 1654.3333333333333, + "FP": 3318.9444444444443, + "IoU": 0.2765030803778166, + "TN": 224589.61111111112, + "TP": 4079.777777777778, + "n_pred": 7398.722222222223, + "n_ref": 5734.111111111111 + }, + "4": { + "Dice": 0.4502521411990715, + "FN": 383.6666666666667, + "FP": 30.77777777777778, + "IoU": 0.409507862550961, + "TN": 231978.22222222222, + "TP": 1250.0, + "n_pred": 1280.7777777777778, + "n_ref": 1633.6666666666667 + }, + "5": { + "Dice": 0.37579704203970704, + "FN": 589.7222222222222, + "FP": 33.0, + "IoU": 0.2956268625175747, + "TN": 232688.22222222222, + "TP": 331.72222222222223, + "n_pred": 364.72222222222223, + "n_ref": 921.4444444444445 + }, + "6": { + "Dice": 0.6079532102377326, + "FN": 2582.9444444444443, + "FP": 3288.1666666666665, + "IoU": 0.5362000721359194, + "TN": 211091.5, + "TP": 16680.055555555555, + "n_pred": 19968.222222222223, + "n_ref": 19263.0 + }, + "7": { + "Dice": 0.3410037091936704, + "FN": 703.4444444444445, + "FP": 232.66666666666666, + "IoU": 0.27991306984318776, + "TN": 231122.27777777778, + "TP": 1584.2777777777778, + "n_pred": 1816.9444444444443, + "n_ref": 2287.722222222222 + }, + "8": { + "Dice": 0.8599142811592431, + "FN": 599.3333333333334, + "FP": 152.83333333333334, + "IoU": 0.7618125294433147, + "TN": 229457.5, + "TP": 3433.0, + "n_pred": 3585.8333333333335, + "n_ref": 4032.3333333333335 + }, + "9": { + "Dice": 0.6580619917228284, + "FN": 869.8333333333334, + "FP": 389.94444444444446, + "IoU": 0.4991807456967143, + "TN": 230990.88888888888, + "TP": 1392.0, + "n_pred": 1781.9444444444443, + "n_ref": 2261.8333333333335 + } + }, + "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": 0.5989982882140367, + "FN": 982, + "FP": 5343, + "IoU": 0.4275500045252964, + "TN": 164183, + "TP": 4724, + "n_pred": 10067, + "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": 0.2428033157498116, + "FN": 9923, + "FP": 125, + "IoU": 0.1381765159962261, + "TN": 163573, + "TP": 1611, + "n_pred": 1736, + "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": 0.7073170731707317, + "FN": 15, + "FP": 9, + "IoU": 0.5471698113207547, + "TN": 175179, + "TP": 29, + "n_pred": 38, + "n_ref": 44 + }, + "8": { + "Dice": 0.8005671865877054, + "FN": 6463, + "FP": 710, + "IoU": 0.6674547983310153, + "TN": 153662, + "TP": 14397, + "n_pred": 15107, + "n_ref": 20860 + }, + "9": { + "Dice": 0.7004980250729864, + "FN": 5745, + "FP": 1231, + "IoU": 0.5390511431214484, + "TN": 160098, + "TP": 8158, + "n_pred": 9389, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 1866, + "IoU": 0.0, + "TN": 517618, + "TP": 0, + "n_pred": 1866, + "n_ref": 6212 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 515, + "IoU": 0.0, + "TN": 525181, + "TP": 0, + "n_pred": 515, + "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": 123, + "IoU": 0.0, + "TN": 525573, + "TP": 0, + "n_pred": 123, + "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": 656, + "FP": 0, + "IoU": 0.0, + "TN": 525040, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 2488, + "FP": 0, + "IoU": 0.0, + "TN": 523208, + "TP": 0, + "n_pred": 0, + "n_ref": 2488 + }, + "5": { + "Dice": 0.7374976645699695, + "FN": 3655, + "FP": 560, + "IoU": 0.5841554853985793, + "TN": 515560, + "TP": 5921, + "n_pred": 6481, + "n_ref": 9576 + }, + "6": { + "Dice": 0.6956055536041116, + "FN": 8666, + "FP": 7799, + "IoU": 0.5332785305289416, + "TN": 490418, + "TP": 18813, + "n_pred": 26612, + "n_ref": 27479 + }, + "7": { + "Dice": 0.6643380358111775, + "FN": 7888, + "FP": 2010, + "IoU": 0.4973848575636013, + "TN": 506003, + "TP": 9795, + "n_pred": 11805, + "n_ref": 17683 + }, + "8": { + "Dice": 0.9477564351815849, + "FN": 1383, + "FP": 1976, + "IoU": 0.9007006237620836, + "TN": 491869, + "TP": 30468, + "n_pred": 32444, + "n_ref": 31851 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 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": 0.900504282398143, + "FN": 4418, + "FP": 554, + "IoU": 0.819015725101922, + "TN": 147760, + "TP": 22500, + "n_pred": 23054, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9393890978808698, + "FN": 2237, + "FP": 1936, + "IoU": 0.8857056777409548, + "TN": 138721, + "TP": 32338, + "n_pred": 34274, + "n_ref": 34575 + }, + "7": { + "Dice": 0.8604467165723327, + "FN": 3219, + "FP": 1367, + "IoU": 0.7550737022003845, + "TN": 156508, + "TP": 14138, + "n_pred": 15505, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8843020763153059, + "FN": 1593, + "FP": 296, + "IoU": 0.7925999121651296, + "TN": 166124, + "TP": 7219, + "n_pred": 7515, + "n_ref": 8812 + }, + "10": { + "Dice": 0.38271971496437057, + "FN": 1602, + "FP": 2556, + "IoU": 0.23664402423352304, + "TN": 169785, + "TP": 1289, + "n_pred": 3845, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5285198555956678, + "FN": 715, + "FP": 591, + "IoU": 0.3591756624141315, + "TN": 173194, + "TP": 732, + "n_pred": 1323, + "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": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "3": { + "Dice": 0.9366041053476549, + "FN": 5228, + "FP": 1406, + "IoU": 0.8807670878340732, + "TN": 119593, + "TP": 49005, + "n_pred": 50411, + "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": 761, + "IoU": 0.0, + "TN": 174471, + "TP": 0, + "n_pred": 761, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.7727272727272727, + "FN": 10, + "FP": 0, + "IoU": 0.6296296296296297, + "TN": 175205, + "TP": 17, + "n_pred": 17, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7194103194103194, + "FN": 524, + "FP": 618, + "IoU": 0.5617805065234075, + "TN": 172626, + "TP": 1464, + "n_pred": 2082, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 174925, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8925985656933054, + "FN": 4729, + "FP": 1531, + "IoU": 0.806029808198804, + "TN": 142959, + "TP": 26013, + "n_pred": 27544, + "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": 0.7928202007909948, + "FN": 256, + "FP": 3830, + "IoU": 0.6567540322580645, + "TN": 163328, + "TP": 7818, + "n_pred": 11648, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2022075417504411, + "FN": 38876, + "FP": 10, + "IoU": 0.11247546446341353, + "TN": 131418, + "TP": 4928, + "n_pred": 4938, + "n_ref": 43804 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 37123, + "IoU": 0.0, + "TN": 138109, + "TP": 0, + "n_pred": 37123, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21705, + "IoU": 0.0, + "TN": 153527, + "TP": 0, + "n_pred": 21705, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6306449353196656, + "FN": 23697, + "FP": 30, + "IoU": 0.46054157288043107, + "TN": 131249, + "TP": 20256, + "n_pred": 20286, + "n_ref": 43953 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.014096419509444602, + "FN": 6960, + "FP": 34, + "IoU": 0.007098239636570131, + "TN": 168188, + "TP": 50, + "n_pred": 84, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8240125379411589, + "FN": 410, + "FP": 8461, + "IoU": 0.700698404129694, + "TN": 145593, + "TP": 20768, + "n_pred": 29229, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8369315571887919, + "FN": 1540, + "FP": 235, + "IoU": 0.7195892575039494, + "TN": 168902, + "TP": 4555, + "n_pred": 4790, + "n_ref": 6095 + }, + "8": { + "Dice": 0.918606230140409, + "FN": 2932, + "FP": 65, + "IoU": 0.84946506605053, + "TN": 155323, + "TP": 16912, + "n_pred": 16977, + "n_ref": 19844 + }, + "9": { + "Dice": 0.6284462151394422, + "FN": 9295, + "FP": 31, + "IoU": 0.45820019752512636, + "TN": 158019, + "TP": 7887, + "n_pred": 7918, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7595, + "IoU": 0.0, + "TN": 167637, + "TP": 0, + "n_pred": 7595, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18629173989455183, + "FN": 35, + "FP": 428, + "IoU": 0.10271317829457365, + "TN": 349948, + "TP": 53, + "n_pred": 481, + "n_ref": 88 + }, + "10": { + "Dice": 0.6458984751978383, + "FN": 5586, + "FP": 3587, + "IoU": 0.4769941273732824, + "TN": 332925, + "TP": 8366, + "n_pred": 11953, + "n_ref": 13952 + }, + "11": { + "Dice": 0.6043310391136478, + "FN": 1636, + "FP": 721, + "IoU": 0.4330045706038008, + "TN": 346307, + "TP": 1800, + "n_pred": 2521, + "n_ref": 3436 + }, + "12": { + "Dice": 0.3780308596620132, + "FN": 3123, + "FP": 263, + "IoU": 0.23306908267270668, + "TN": 346049, + "TP": 1029, + "n_pred": 1292, + "n_ref": 4152 + }, + "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": 0.38246871511662067, + "FN": 21022, + "FP": 0, + "IoU": 0.2364521284323696, + "TN": 322932, + "TP": 6510, + "n_pred": 6510, + "n_ref": 27532 + }, + "3": { + "Dice": 0.5713862559241706, + "FN": 23816, + "FP": 5124, + "IoU": 0.3999585320340037, + "TN": 302234, + "TP": 19290, + "n_pred": 24414, + "n_ref": 43106 + }, + "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": 0.9639040607931608, + "FN": 2746, + "FP": 1510, + "IoU": 0.9303231721292688, + "TN": 289382, + "TP": 56826, + "n_pred": 58336, + "n_ref": 59572 + }, + "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": 0.5104835258878905, + "FN": 361, + "FP": 1927, + "IoU": 0.3427176098822178, + "TN": 346983, + "TP": 1193, + "n_pred": 3120, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9049578725489618, + "FN": 13701, + "FP": 2396, + "IoU": 0.8264137514558081, + "TN": 257732, + "TP": 76635, + "n_pred": 79031, + "n_ref": 90336 + }, + "10": { + "Dice": 0.0, + "FN": 3988, + "FP": 0, + "IoU": 0.0, + "TN": 346476, + "TP": 0, + "n_pred": 0, + "n_ref": 3988 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 374, + "IoU": 0.0, + "TN": 350090, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "3": { + "Dice": 0.5489295819764027, + "FN": 78, + "FP": 8371, + "IoU": 0.37829286239882265, + "TN": 336874, + "TP": 5141, + "n_pred": 13512, + "n_ref": 5219 + }, + "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": 30, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 160, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 742, + "IoU": 0.0, + "TN": 174490, + "TP": 0, + "n_pred": 742, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33081, + "IoU": 0.0, + "TN": 142151, + "TP": 0, + "n_pred": 33081, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7517433751743375, + "FN": 1424, + "FP": 0, + "IoU": 0.6022346368715084, + "TN": 171652, + "TP": 2156, + "n_pred": 2156, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 572, + "IoU": 0.0, + "TN": 349892, + "TP": 0, + "n_pred": 572, + "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": 0.4167560664112388, + "FN": 45206, + "FP": 462, + "IoU": 0.26322922044398556, + "TN": 288480, + "TP": 16316, + "n_pred": 16778, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11759, + "IoU": 0.0, + "TN": 338705, + "TP": 0, + "n_pred": 11759, + "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": 312, + "IoU": 0.0, + "TN": 350152, + "TP": 0, + "n_pred": 312, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1187, + "IoU": 0.0, + "TN": 349277, + "TP": 0, + "n_pred": 1187, + "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": 1501, + "FP": 0, + "IoU": 0.0, + "TN": 348963, + "TP": 0, + "n_pred": 0, + "n_ref": 1501 + }, + "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": 0.9895871862084492, + "FN": 2584, + "FP": 6, + "IoU": 0.97938899101551, + "TN": 224803, + "TP": 123071, + "n_pred": 123077, + "n_ref": 125655 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 350408, + "TP": 0, + "n_pred": 56, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3041791930233918, + "FN": 1108.8296296296296, + "FP": 950.2, + "IoU": 0.2429405304717468, + "TN": 229019.77037037036, + "TP": 2563.866666666667, + "n_pred": 3514.066666666666, + "n_ref": 3672.6962962962957 + }, + "mean": { + "1": { + "Dice": 0.26215378657650623, + "FN": 4916.0, + "FP": 118.77777777777777, + "IoU": 0.1637294148487137, + "TN": 226984.83333333334, + "TP": 1623.0555555555557, + "n_pred": 1741.8333333333333, + "n_ref": 6539.055555555556 + }, + "10": { + "Dice": 0.14843283019075434, + "FN": 514.2222222222222, + "FP": 797.7222222222222, + "IoU": 0.10065226450376454, + "TN": 231928.27777777778, + "TP": 402.44444444444446, + "n_pred": 1200.1666666666667, + "n_ref": 916.6666666666666 + }, + "11": { + "Dice": 0.25999110411850096, + "FN": 32.666666666666664, + "FP": 50.22222222222222, + "IoU": 0.19024775314689188, + "TN": 233510.22222222222, + "TP": 49.55555555555556, + "n_pred": 99.77777777777777, + "n_ref": 82.22222222222223 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.5, + "IoU": 0.0, + "TN": 233637.16666666666, + "TP": 0.0, + "n_pred": 5.5, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.16492555435372425, + "FN": 1056.611111111111, + "FP": 281.6111111111111, + "IoU": 0.1060037262562092, + "TN": 231866.38888888888, + "TP": 438.05555555555554, + "n_pred": 719.6666666666666, + "n_ref": 1494.6666666666667 + }, + "14": { + "Dice": 0.4069625063483413, + "FN": 757.3888888888889, + "FP": 559.7777777777778, + "IoU": 0.3190040460680575, + "TN": 230798.94444444444, + "TP": 1526.5555555555557, + "n_pred": 2086.3333333333335, + "n_ref": 2283.9444444444443 + }, + "15": { + "Dice": 0.35051322918844385, + "FN": 2274.5, + "FP": 18.166666666666668, + "IoU": 0.2680671595502007, + "TN": 231291.05555555556, + "TP": 58.94444444444444, + "n_pred": 77.11111111111111, + "n_ref": 2333.4444444444443 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 369.8333333333333, + "IoU": 0.0, + "TN": 233272.83333333334, + "TP": 0.0, + "n_pred": 369.8333333333333, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.40443865059934503, + "FN": 592.5, + "FP": 79.11111111111111, + "IoU": 0.33954407132560993, + "TN": 231557.72222222222, + "TP": 1413.3333333333333, + "n_pred": 1492.4444444444443, + "n_ref": 2005.8333333333333 + }, + "4": { + "Dice": 0.20645732317401677, + "FN": 17.555555555555557, + "FP": 125.27777777777777, + "IoU": 0.1758324593602517, + "TN": 233201.77777777778, + "TP": 298.05555555555554, + "n_pred": 423.3333333333333, + "n_ref": 315.6111111111111 + }, + "5": { + "Dice": 0.15738430127041741, + "FN": 235.77777777777777, + "FP": 203.88888888888889, + "IoU": 0.11484025823539148, + "TN": 233048.83333333334, + "TP": 154.16666666666666, + "n_pred": 358.05555555555554, + "n_ref": 389.94444444444446 + }, + "6": { + "Dice": 0.5926365590317855, + "FN": 1659.0, + "FP": 9710.166666666666, + "IoU": 0.5336415541067783, + "TN": 195712.44444444444, + "TP": 26561.055555555555, + "n_pred": 36271.22222222222, + "n_ref": 28220.055555555555 + }, + "7": { + "Dice": 0.17249828483407967, + "FN": 3476.277777777778, + "FP": 1086.111111111111, + "IoU": 0.12410296395101203, + "TN": 227281.61111111112, + "TP": 1798.6666666666667, + "n_pred": 2884.777777777778, + "n_ref": 5274.944444444444 + }, + "8": { + "Dice": 0.8476245056981244, + "FN": 211.38888888888889, + "FP": 535.8333333333334, + "IoU": 0.7369077893312773, + "TN": 231023.44444444444, + "TP": 1872.0, + "n_pred": 2407.8333333333335, + "n_ref": 2083.3888888888887 + }, + "9": { + "Dice": 0.588669259966838, + "FN": 888.5555555555555, + "FP": 311.0, + "IoU": 0.4715344963920437, + "TN": 230181.0, + "TP": 2262.1111111111113, + "n_pred": 2573.1111111111113, + "n_ref": 3150.6666666666665 + } + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35100188837599666, + "FN": 48068, + "FP": 1422, + "IoU": 0.212857665452579, + "TN": 112359, + "TP": 13383, + "n_pred": 14805, + "n_ref": 61451 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2983, + "IoU": 0.0, + "TN": 172249, + "TP": 0, + "n_pred": 2983, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1707, + "IoU": 0.0, + "TN": 173525, + "TP": 0, + "n_pred": 1707, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 202, + "IoU": 0.0, + "TN": 175030, + "TP": 0, + "n_pred": 202, + "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": 45364, + "IoU": 0.0, + "TN": 129868, + "TP": 0, + "n_pred": 45364, + "n_ref": 0 + }, + "7": { + "Dice": 0.4123074843114501, + "FN": 47650, + "FP": 4513, + "IoU": 0.25968975745447836, + "TN": 104771, + "TP": 18298, + "n_pred": 22811, + "n_ref": 65948 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 350378, + "TP": 0, + "n_pred": 86, + "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": 1283, + "FP": 3306, + "IoU": 0.0, + "TN": 345875, + "TP": 0, + "n_pred": 3306, + "n_ref": 1283 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9665, + "IoU": 0.0, + "TN": 340799, + "TP": 0, + "n_pred": 9665, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "8": { + "Dice": 0.8153503701275171, + "FN": 2730, + "FP": 7971, + "IoU": 0.6882628834445189, + "TN": 316137, + "TP": 23626, + "n_pred": 31597, + "n_ref": 26356 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5539, + "IoU": 0.0, + "TN": 169693, + "TP": 0, + "n_pred": 5539, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.5667125171939478, + "FN": 204, + "FP": 111, + "IoU": 0.39539347408829173, + "TN": 174711, + "TP": 206, + "n_pred": 317, + "n_ref": 410 + }, + "11": { + "Dice": 0.027149321266968326, + "FN": 0, + "FP": 215, + "IoU": 0.013761467889908258, + "TN": 175014, + "TP": 3, + "n_pred": 218, + "n_ref": 3 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.5152216485668506, + "FN": 10495, + "FP": 397, + "IoU": 0.34700239808153477, + "TN": 158552, + "TP": 5788, + "n_pred": 6185, + "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": 0.8258292926960671, + "FN": 316, + "FP": 1947, + "IoU": 0.7033298374410069, + "TN": 167604, + "TP": 5365, + "n_pred": 7312, + "n_ref": 5681 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 175194, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.9463109387338938, + "FN": 2614, + "FP": 2757, + "IoU": 0.8980931600417418, + "TN": 122527, + "TP": 47334, + "n_pred": 50091, + "n_ref": 49948 + }, + "7": { + "Dice": 0.7673485204971351, + "FN": 1679, + "FP": 6726, + "IoU": 0.6225186382825834, + "TN": 152966, + "TP": 13861, + "n_pred": 20587, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7265917602996255, + "FN": 224, + "FP": 360, + "IoU": 0.5705882352941176, + "TN": 173872, + "TP": 776, + "n_pred": 1136, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.4723172941413328, + "FN": 9052, + "FP": 6674, + "IoU": 0.3091723774380601, + "TN": 152468, + "TP": 7038, + "n_pred": 13712, + "n_ref": 16090 + }, + "11": { + "Dice": 0.5857142857142857, + "FN": 258, + "FP": 32, + "IoU": 0.41414141414141414, + "TN": 174737, + "TP": 205, + "n_pred": 237, + "n_ref": 463 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3094061232017706, + "FN": 6580, + "FP": 2781, + "IoU": 0.18301623319951127, + "TN": 163774, + "TP": 2097, + "n_pred": 4878, + "n_ref": 8677 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8391588828621606, + "FN": 3312, + "FP": 7037, + "IoU": 0.7228886627751299, + "TN": 137886, + "TP": 26997, + "n_pred": 34034, + "n_ref": 30309 + }, + "7": { + "Dice": 0.19418540866703238, + "FN": 767, + "FP": 702, + "IoU": 0.10753341433778858, + "TN": 173586, + "TP": 177, + "n_pred": 879, + "n_ref": 944 + }, + "8": { + "Dice": 0.8798986412687317, + "FN": 1075, + "FP": 1674, + "IoU": 0.7855526952180357, + "TN": 162413, + "TP": 10070, + "n_pred": 11744, + "n_ref": 11145 + }, + "9": { + "Dice": 0.7942590565049745, + "FN": 7888, + "FP": 756, + "IoU": 0.658731098740574, + "TN": 149903, + "TP": 16685, + "n_pred": 17441, + "n_ref": 24573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 3516, + "IoU": 0.0, + "TN": 697412, + "TP": 0, + "n_pred": 3516, + "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": 121, + "IoU": 0.0, + "TN": 700807, + "TP": 0, + "n_pred": 121, + "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": 67, + "IoU": 0.0, + "TN": 700861, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 700829, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "5": { + "Dice": 0.6295372050816697, + "FN": 2940, + "FP": 326, + "IoU": 0.45936103294156594, + "TN": 694887, + "TP": 2775, + "n_pred": 3101, + "n_ref": 5715 + }, + "6": { + "Dice": 0.7623436747177242, + "FN": 4128, + "FP": 63942, + "IoU": 0.6159574828204868, + "TN": 523682, + "TP": 109176, + "n_pred": 173118, + "n_ref": 113304 + }, + "7": { + "Dice": 0.00614486519701974, + "FN": 12477, + "FP": 462, + "IoU": 0.0030819015332460126, + "TN": 687949, + "TP": 40, + "n_pred": 502, + "n_ref": 12517 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5970215113072256, + "FN": 3646, + "FP": 7, + "IoU": 0.42553860669916654, + "TN": 694569, + "TP": 2706, + "n_pred": 2713, + "n_ref": 6352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43545947135352203, + "FN": 40420, + "FP": 630, + "IoU": 0.2783305790935621, + "TN": 468814, + "TP": 15832, + "n_pred": 16462, + "n_ref": 56252 + }, + "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": 6657, + "IoU": 0.0, + "TN": 519039, + "TP": 0, + "n_pred": 6657, + "n_ref": 0 + }, + "3": { + "Dice": 0.8088773011986901, + "FN": 10665, + "FP": 1357, + "IoU": 0.6790881426512199, + "TN": 488234, + "TP": 25440, + "n_pred": 26797, + "n_ref": 36105 + }, + "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": 0.5015549197661401, + "FN": 3617, + "FP": 36453, + "IoU": 0.3347169184791632, + "TN": 465466, + "TP": 20160, + "n_pred": 56613, + "n_ref": 23777 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 525389, + "TP": 0, + "n_pred": 307, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.38419064225515837, + "FN": 4366, + "FP": 4110, + "IoU": 0.23776978417266187, + "TN": 164112, + "TP": 2644, + "n_pred": 6754, + "n_ref": 7010 + }, + "15": { + "Dice": 0.005215893713863944, + "FN": 40296, + "FP": 137, + "IoU": 0.002614766027775722, + "TN": 134693, + "TP": 106, + "n_pred": 243, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 150, + "IoU": 0.0, + "TN": 175082, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 174926, + "TP": 0, + "n_pred": 306, + "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": 1944, + "FP": 63, + "IoU": 0.0, + "TN": 173225, + "TP": 0, + "n_pred": 63, + "n_ref": 1944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9453626657547779, + "FN": 7715, + "FP": 6665, + "IoU": 0.8963864970998306, + "TN": 36447, + "TP": 124405, + "n_pred": 131070, + "n_ref": 132120 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6509, + "IoU": 0.0, + "TN": 168723, + "TP": 0, + "n_pred": 6509, + "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": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 174873, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8366968767898656, + "FN": 9267, + "FP": 427, + "IoU": 0.7192423540315107, + "TN": 140704, + "TP": 24834, + "n_pred": 25261, + "n_ref": 34101 + }, + "15": { + "Dice": 0.6958105646630237, + "FN": 645, + "FP": 190, + "IoU": 0.5335195530726257, + "TN": 173442, + "TP": 955, + "n_pred": 1145, + "n_ref": 1600 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 566, + "IoU": 0.0, + "TN": 174666, + "TP": 0, + "n_pred": 566, + "n_ref": 0 + }, + "11": { + "Dice": 0.6870919136112507, + "FN": 330, + "FP": 293, + "IoU": 0.523335883703137, + "TN": 173925, + "TP": 684, + "n_pred": 977, + "n_ref": 1014 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "6": { + "Dice": 0.9531054998033953, + "FN": 5774, + "FP": 2455, + "IoU": 0.9104121758442746, + "TN": 83378, + "TP": 83625, + "n_pred": 86080, + "n_ref": 89399 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.825473971722365, + "FN": 4236, + "FP": 4454, + "IoU": 0.7028145412263602, + "TN": 145991, + "TP": 20551, + "n_pred": 25005, + "n_ref": 24787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785290086797624, + "FN": 2702, + "FP": 212, + "IoU": 0.9579606440071556, + "TN": 105916, + "TP": 66402, + "n_pred": 66614, + "n_ref": 69104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 174935, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3116353924577374, + "FN": 958.9098039215688, + "FP": 870.5372549019609, + "IoU": 0.25679695603912783, + "TN": 211245.45490196077, + "TP": 3388.1568627450984, + "n_pred": 4258.694117647058, + "n_ref": 4347.066666666667 + }, + "mean": { + "1": { + "Dice": 0.25677988540666813, + "FN": 88.0, + "FP": 642.9411764705883, + "IoU": 0.21867412991720694, + "TN": 214553.29411764705, + "TP": 1178.8235294117646, + "n_pred": 1821.764705882353, + "n_ref": 1266.8235294117646 + }, + "10": { + "Dice": 0.2973390303678583, + "FN": 2586.764705882353, + "FP": 1009.0588235294117, + "IoU": 0.21328670864482818, + "TN": 211821.0, + "TP": 1046.235294117647, + "n_pred": 2055.294117647059, + "n_ref": 3633.0 + }, + "11": { + "Dice": 0.6355685131195336, + "FN": 0.0, + "FP": 7.352941176470588, + "IoU": 0.4658119658119658, + "TN": 216449.29411764705, + "TP": 6.411764705882353, + "n_pred": 13.764705882352942, + "n_ref": 6.411764705882353 + }, + "12": { + "Dice": 0.08346983637455749, + "FN": 430.11764705882354, + "FP": 33.05882352941177, + "IoU": 0.05247169783843111, + "TN": 215947.0, + "TP": 52.88235294117647, + "n_pred": 85.94117647058823, + "n_ref": 483.0 + }, + "13": { + "Dice": 0.02823942656887583, + "FN": 948.5294117647059, + "FP": 17.176470588235293, + "IoU": 0.015167166894886133, + "TN": 215438.64705882352, + "TP": 58.705882352941174, + "n_pred": 75.88235294117646, + "n_ref": 1007.2352941176471 + }, + "14": { + "Dice": 0.39600629482311855, + "FN": 2105.529411764706, + "FP": 289.94117647058823, + "IoU": 0.31149295642547864, + "TN": 209791.5294117647, + "TP": 4276.058823529412, + "n_pred": 4566.0, + "n_ref": 6381.588235294118 + }, + "15": { + "Dice": 0.17080058468155543, + "FN": 495.4117647058824, + "FP": 1722.2941176470588, + "IoU": 0.15181963074762636, + "TN": 213595.4705882353, + "TP": 649.8823529411765, + "n_pred": 2372.176470588235, + "n_ref": 1145.2941176470588 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 912.0, + "IoU": 0.0, + "TN": 215551.0588235294, + "TP": 0.0, + "n_pred": 912.0, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.7328638975466664, + "FN": 1321.6470588235295, + "FP": 908.0, + "IoU": 0.6551328421942973, + "TN": 209400.4705882353, + "TP": 4832.941176470588, + "n_pred": 5740.941176470588, + "n_ref": 6154.588235294118 + }, + "4": { + "Dice": 0.0, + "FN": 200.8235294117647, + "FP": 1285.764705882353, + "IoU": 0.0, + "TN": 214976.4705882353, + "TP": 0.0, + "n_pred": 1285.764705882353, + "n_ref": 200.8235294117647 + }, + "5": { + "Dice": 0.1633845126835781, + "FN": 221.94117647058823, + "FP": 39.294117647058826, + "IoU": 0.09764612008777179, + "TN": 216144.23529411765, + "TP": 57.588235294117645, + "n_pred": 96.88235294117646, + "n_ref": 279.52941176470586 + }, + "6": { + "Dice": 0.5044918206663539, + "FN": 667.1764705882352, + "FP": 4635.058823529412, + "IoU": 0.47384122596197675, + "TN": 182616.35294117648, + "TP": 28544.470588235294, + "n_pred": 33179.529411764706, + "n_ref": 29211.647058823528 + }, + "7": { + "Dice": 0.47458706384450094, + "FN": 4323.294117647059, + "FP": 912.8823529411765, + "IoU": 0.39472686782454897, + "TN": 206575.82352941178, + "TP": 4651.058823529412, + "n_pred": 5563.941176470588, + "n_ref": 8974.35294117647 + }, + "8": { + "Dice": 0.7777754563725906, + "FN": 774.5882352941177, + "FP": 509.0, + "IoU": 0.7021298166406169, + "TN": 209830.11764705883, + "TP": 5349.35294117647, + "n_pred": 5858.35294117647, + "n_ref": 6123.941176470588 + }, + "9": { + "Dice": 0.15322456441020435, + "FN": 219.8235294117647, + "FP": 134.23529411764707, + "IoU": 0.09975321159728244, + "TN": 215991.0588235294, + "TP": 117.94117647058823, + "n_pred": 252.1764705882353, + "n_ref": 337.7647058823529 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6060606060606061, + "FN": 18, + "FP": 8, + "IoU": 0.43478260869565216, + "TN": 175186, + "TP": 20, + "n_pred": 28, + "n_ref": 38 + }, + "10": { + "Dice": 0.36126224156692055, + "FN": 9600, + "FP": 966, + "IoU": 0.2204515272244356, + "TN": 161678, + "TP": 2988, + "n_pred": 3954, + "n_ref": 12588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1151, + "FP": 0, + "IoU": 0.0, + "TN": 174081, + "TP": 0, + "n_pred": 0, + "n_ref": 1151 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.9440942724033982, + "FN": 88, + "FP": 728, + "IoU": 0.8941084868933299, + "TN": 167526, + "TP": 6890, + "n_pred": 7618, + "n_ref": 6978 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3267690253671562, + "FN": 3773, + "FP": 261, + "IoU": 0.19529224017554359, + "TN": 170219, + "TP": 979, + "n_pred": 1240, + "n_ref": 4752 + }, + "6": { + "Dice": 0.8678766480940034, + "FN": 4986, + "FP": 2199, + "IoU": 0.7665919501023292, + "TN": 144449, + "TP": 23598, + "n_pred": 25797, + "n_ref": 28584 + }, + "7": { + "Dice": 0.636267593633916, + "FN": 985, + "FP": 9688, + "IoU": 0.4665633746501399, + "TN": 155224, + "TP": 9335, + "n_pred": 19023, + "n_ref": 10320 + }, + "8": { + "Dice": 0.927483743517985, + "FN": 1719, + "FP": 924, + "IoU": 0.8647735993860323, + "TN": 155687, + "TP": 16902, + "n_pred": 17826, + "n_ref": 18621 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346187063794029, + "FN": 1453, + "FP": 1348, + "IoU": 0.8772621708075895, + "TN": 152411, + "TP": 20020, + "n_pred": 21368, + "n_ref": 21473 + }, + "10": { + "Dice": 0.7074770441626586, + "FN": 1679, + "FP": 328, + "IoU": 0.547361299052774, + "TN": 170798, + "TP": 2427, + "n_pred": 2755, + "n_ref": 4106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3226, + "FP": 0, + "IoU": 0.0, + "TN": 172006, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9547978910369068, + "FN": 1122, + "FP": 807, + "IoU": 0.9135055152004304, + "TN": 152930, + "TP": 20373, + "n_pred": 21180, + "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": 10, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 10, + "n_ref": 3 + }, + "7": { + "Dice": 0.8680226742247416, + "FN": 1374, + "FP": 605, + "IoU": 0.7668198421114646, + "TN": 166745, + "TP": 6508, + "n_pred": 7113, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8093710273018948, + "FN": 2268, + "FP": 881, + "IoU": 0.6797844213951596, + "TN": 165398, + "TP": 6685, + "n_pred": 7566, + "n_ref": 8953 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.7039927949564695, + "FN": 8451, + "FP": 3381, + "IoU": 0.5432012971971276, + "TN": 149330, + "TP": 14070, + "n_pred": 17451, + "n_ref": 22521 + }, + "15": { + "Dice": 0.10156764589645632, + "FN": 7317, + "FP": 6323, + "IoU": 0.053500798001526614, + "TN": 160821, + "TP": 771, + "n_pred": 7094, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 941, + "IoU": 0.0, + "TN": 349523, + "TP": 0, + "n_pred": 941, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8784, + "IoU": 0.0, + "TN": 166448, + "TP": 0, + "n_pred": 8784, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 175145, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "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": 2344, + "IoU": 0.0, + "TN": 172888, + "TP": 0, + "n_pred": 2344, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 806, + "IoU": 0.0, + "TN": 174426, + "TP": 0, + "n_pred": 806, + "n_ref": 0 + }, + "3": { + "Dice": 0.01945819005283905, + "FN": 736, + "FP": 10955, + "IoU": 0.009824680274413484, + "TN": 163425, + "TP": 116, + "n_pred": 11071, + "n_ref": 852 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 812, + "IoU": 0.0, + "TN": 174420, + "TP": 0, + "n_pred": 812, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 48965, + "IoU": 0.0, + "TN": 126267, + "TP": 0, + "n_pred": 48965, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 58156, + "FP": 0, + "IoU": 0.0, + "TN": 117076, + "TP": 0, + "n_pred": 0, + "n_ref": 58156 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 1293, + "IoU": 0.0, + "TN": 173939, + "TP": 0, + "n_pred": 1293, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7870283854754003, + "FN": 1635, + "FP": 11585, + "IoU": 0.6488432013175021, + "TN": 137585, + "TP": 24427, + "n_pred": 36012, + "n_ref": 26062 + }, + "7": { + "Dice": 0.9152245009198064, + "FN": 7808, + "FP": 2146, + "IoU": 0.8436994582711784, + "TN": 111547, + "TP": 53731, + "n_pred": 55877, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 174622, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 762, + "IoU": 0.0, + "TN": 174470, + "TP": 0, + "n_pred": 762, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.8562171615048911, + "FN": 17101, + "FP": 1316, + "IoU": 0.7485836757538941, + "TN": 101979, + "TP": 54836, + "n_pred": 56152, + "n_ref": 71937 + }, + "15": { + "Dice": 0.9232358621928761, + "FN": 1105, + "FP": 604, + "IoU": 0.8574169864842316, + "TN": 163246, + "TP": 10277, + "n_pred": 10881, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 6287, + "FP": 0, + "IoU": 0.0, + "TN": 168945, + "TP": 0, + "n_pred": 0, + "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": 0.1514372516943211, + "FN": 10729, + "FP": 164, + "IoU": 0.08192161820480405, + "TN": 163367, + "TP": 972, + "n_pred": 1136, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8926834316464866, + "FN": 197, + "FP": 2914, + "IoU": 0.8061682242990654, + "TN": 159182, + "TP": 12939, + "n_pred": 15853, + "n_ref": 13136 + }, + "9": { + "Dice": 0.4206609761435763, + "FN": 2033, + "FP": 614, + "IoU": 0.26635254988913526, + "TN": 171624, + "TP": 961, + "n_pred": 1575, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 175161, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 407, + "IoU": 0.0, + "TN": 174825, + "TP": 0, + "n_pred": 407, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8500770695439296, + "FN": 6609, + "FP": 5, + "IoU": 0.7392469938892174, + "TN": 149867, + "TP": 18751, + "n_pred": 18756, + "n_ref": 25360 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7628007402837754, + "FN": 1357, + "FP": 181, + "IoU": 0.6165544751932186, + "TN": 171221, + "TP": 2473, + "n_pred": 2654, + "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": 1, + "IoU": 0.0, + "TN": 173361, + "TP": 0, + "n_pred": 1, + "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": 0.0, + "FN": 3414, + "FP": 51, + "IoU": 0.0, + "TN": 171767, + "TP": 0, + "n_pred": 51, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9802154721045238, + "FN": 1552, + "FP": 3757, + "IoU": 0.9611986113648822, + "TN": 38407, + "TP": 131516, + "n_pred": 135273, + "n_ref": 133068 + }, + "7": { + "Dice": 0.4698009034632759, + "FN": 2928, + "FP": 241, + "IoU": 0.3070194620599169, + "TN": 170659, + "TP": 1404, + "n_pred": 1645, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 788, + "IoU": 0.0, + "TN": 174444, + "TP": 0, + "n_pred": 788, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2015, + "IoU": 0.0, + "TN": 173217, + "TP": 0, + "n_pred": 2015, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14380, + "IoU": 0.0, + "TN": 160852, + "TP": 0, + "n_pred": 14380, + "n_ref": 0 + }, + "3": { + "Dice": 0.8256993172971526, + "FN": 17260, + "FP": 2935, + "IoU": 0.7031413073836158, + "TN": 107203, + "TP": 47834, + "n_pred": 50769, + "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": 0.899292324442025, + "FN": 19, + "FP": 166, + "IoU": 0.8170128585558852, + "TN": 174221, + "TP": 826, + "n_pred": 992, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9895735888144572, + "FN": 563, + "FP": 2346, + "IoU": 0.9793623542098243, + "TN": 34276, + "TP": 138047, + "n_pred": 140393, + "n_ref": 138610 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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": 0.41982151765423203, + "FN": 10242, + "FP": 225, + "IoU": 0.2656798091763715, + "TN": 336210, + "TP": 3787, + "n_pred": 4012, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17052, + "IoU": 0.0, + "TN": 333412, + "TP": 0, + "n_pred": 17052, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 350334, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "3": { + "Dice": 0.8026547473926589, + "FN": 2914, + "FP": 0, + "IoU": 0.6703619909502262, + "TN": 341624, + "TP": 5926, + "n_pred": 5926, + "n_ref": 8840 + }, + "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": 5661, + "IoU": 0.0, + "TN": 344803, + "TP": 0, + "n_pred": 5661, + "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": 1104, + "IoU": 0.0, + "TN": 349360, + "TP": 0, + "n_pred": 1104, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.19359397079604335, + "FN": 6342, + "FP": 506, + "IoU": 0.10717079530638852, + "TN": 342794, + "TP": 822, + "n_pred": 1328, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.412793373216751, + "FN": 2382, + "FP": 170, + "IoU": 0.26007538416932446, + "TN": 347015, + "TP": 897, + "n_pred": 1067, + "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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 178, + "IoU": 0.0, + "TN": 350286, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "3": { + "Dice": 0.8504789670970428, + "FN": 348, + "FP": 11, + "IoU": 0.7398550724637681, + "TN": 349084, + "TP": 1021, + "n_pred": 1032, + "n_ref": 1369 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19003, + "IoU": 0.0, + "TN": 331461, + "TP": 0, + "n_pred": 19003, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9428470003549876, + "FN": 565, + "FP": 401, + "IoU": 0.8918737407656145, + "TN": 341530, + "TP": 7968, + "n_pred": 8369, + "n_ref": 8533 + }, + "7": { + "Dice": 0.05228758169934641, + "FN": 256, + "FP": 1339, + "IoU": 0.026845637583892617, + "TN": 348825, + "TP": 44, + "n_pred": 1383, + "n_ref": 300 + }, + "8": { + "Dice": 0.9363372348851535, + "FN": 2150, + "FP": 1467, + "IoU": 0.8802952078369076, + "TN": 320248, + "TP": 26599, + "n_pred": 28066, + "n_ref": 28749 + }, + "9": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.3535782461334684, + "FN": 18710, + "FP": 14476, + "IoU": 0.21475557238180873, + "TN": 308202, + "TP": 9076, + "n_pred": 23552, + "n_ref": 27786 + }, + "11": { + "Dice": 0.6355685131195336, + "FN": 0, + "FP": 125, + "IoU": 0.4658119658119658, + "TN": 350230, + "TP": 109, + "n_pred": 234, + "n_ref": 109 + }, + "12": { + "Dice": 0.004555808656036446, + "FN": 553, + "FP": 321, + "IoU": 0.00228310502283105, + "TN": 349588, + "TP": 2, + "n_pred": 323, + "n_ref": 555 + }, + "13": { + "Dice": 0.017999307718933887, + "FN": 2837, + "FP": 0, + "IoU": 0.009081383164512749, + "TN": 347601, + "TP": 26, + "n_pred": 26, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1511, + "IoU": 0.0, + "TN": 348953, + "TP": 0, + "n_pred": 1511, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818689324865201, + "FN": 2038, + "FP": 3860, + "IoU": 0.964383627821592, + "TN": 184866, + "TP": 159700, + "n_pred": 163560, + "n_ref": 161738 + }, + "7": { + "Dice": 0.8550932568149211, + "FN": 1989, + "FP": 738, + "IoU": 0.7468671679197995, + "TN": 339691, + "TP": 8046, + "n_pred": 8784, + "n_ref": 10035 + }, + "8": { + "Dice": 0.9069588196432504, + "FN": 206, + "FP": 1484, + "IoU": 0.8297572277626675, + "TN": 340537, + "TP": 8237, + "n_pred": 9721, + "n_ref": 8443 + }, + "9": { + "Dice": 0.4986864103176499, + "FN": 1676, + "FP": 423, + "IoU": 0.33216671969455935, + "TN": 347321, + "TP": 1044, + "n_pred": 1467, + "n_ref": 2720 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.34611725209096295, + "FN": 1538.529411764706, + "FP": 805.6588235294116, + "IoU": 0.27892288964873474, + "TN": 201046.4705882353, + "TP": 2764.635294117647, + "n_pred": 3570.2941176470586, + "n_ref": 4303.164705882354 + }, + "mean": { + "1": { + "Dice": 0.0971383883332599, + "FN": 4274.411764705882, + "FP": 198.11764705882354, + "IoU": 0.05379472727494541, + "TN": 201164.0, + "TP": 518.7647058823529, + "n_pred": 716.8823529411765, + "n_ref": 4793.176470588235 + }, + "10": { + "Dice": 0.3950883457423476, + "FN": 684.7647058823529, + "FP": 523.8235294117648, + "IoU": 0.2890559915865808, + "TN": 204029.11764705883, + "TP": 917.5882352941177, + "n_pred": 1441.4117647058824, + "n_ref": 1602.3529411764705 + }, + "11": { + "Dice": 0.0, + "FN": 528.3529411764706, + "FP": 0.0, + "IoU": 0.0, + "TN": 205626.9411764706, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 528.3529411764706 + }, + "12": { + "Dice": 0.17825096140150976, + "FN": 132.8235294117647, + "FP": 34.23529411764706, + "IoU": 0.13850154935812306, + "TN": 205841.0, + "TP": 147.23529411764707, + "n_pred": 181.47058823529412, + "n_ref": 280.05882352941177 + }, + "13": { + "Dice": 0.2000500013204574, + "FN": 308.6470588235294, + "FP": 379.11764705882354, + "IoU": 0.15462511652175095, + "TN": 205049.76470588235, + "TP": 417.7647058823529, + "n_pred": 796.8823529411765, + "n_ref": 726.4117647058823 + }, + "14": { + "Dice": 0.5203981027287834, + "FN": 108.58823529411765, + "FP": 304.1764705882353, + "IoU": 0.452388891497773, + "TN": 204244.41176470587, + "TP": 1498.1176470588234, + "n_pred": 1802.2941176470588, + "n_ref": 1606.7058823529412 + }, + "15": { + "Dice": 0.3075724744698157, + "FN": 3980.705882352941, + "FP": 274.6470588235294, + "IoU": 0.2019584272704128, + "TN": 200838.5294117647, + "TP": 1061.4117647058824, + "n_pred": 1336.0588235294117, + "n_ref": 5042.117647058823 + }, + "2": { + "Dice": 0.3098507462686567, + "FN": 69.82352941176471, + "FP": 161.94117647058823, + "IoU": 0.22448096885813149, + "TN": 205740.35294117648, + "TP": 183.1764705882353, + "n_pred": 345.11764705882354, + "n_ref": 253.0 + }, + "3": { + "Dice": 0.2833522459127197, + "FN": 449.11764705882354, + "FP": 1474.2941176470588, + "IoU": 0.21941160854543149, + "TN": 203661.9411764706, + "TP": 569.9411764705883, + "n_pred": 2044.235294117647, + "n_ref": 1019.0588235294117 + }, + "4": { + "Dice": 0.39588419201353753, + "FN": 176.76470588235293, + "FP": 389.3529411764706, + "IoU": 0.33542792277388533, + "TN": 204086.64705882352, + "TP": 1502.5294117647059, + "n_pred": 1891.8823529411766, + "n_ref": 1679.2941176470588 + }, + "5": { + "Dice": 0.28141054416679134, + "FN": 509.94117647058823, + "FP": 23.941176470588236, + "IoU": 0.19580759353092247, + "TN": 205289.5294117647, + "TP": 331.88235294117646, + "n_pred": 355.8235294117647, + "n_ref": 841.8235294117648 + }, + "6": { + "Dice": 0.7639848019060594, + "FN": 2090.1176470588234, + "FP": 6415.117647058823, + "IoU": 0.6574792550866366, + "TN": 171441.0, + "TP": 26209.058823529413, + "n_pred": 32624.176470588234, + "n_ref": 28299.176470588234 + }, + "7": { + "Dice": 0.23889516477608555, + "FN": 8917.058823529413, + "FP": 770.0588235294117, + "IoU": 0.18626651678082365, + "TN": 193469.9411764706, + "TP": 2998.235294117647, + "n_pred": 3768.294117647059, + "n_ref": 11915.29411764706 + }, + "8": { + "Dice": 0.7425702144380337, + "FN": 169.41176470588235, + "FP": 263.47058823529414, + "IoU": 0.695671765200608, + "TN": 202596.9411764706, + "TP": 3125.470588235294, + "n_pred": 3388.9411764705883, + "n_ref": 3294.8823529411766 + }, + "9": { + "Dice": 0.47731259788638675, + "FN": 677.4117647058823, + "FP": 872.5882352941177, + "IoU": 0.37897301044499576, + "TN": 202616.9411764706, + "TP": 1988.3529411764705, + "n_pred": 2860.9411764705883, + "n_ref": 2665.764705882353 + } + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.660998299489847, + "FN": 1819, + "FP": 4959, + "IoU": 0.4936500821754071, + "TN": 161846, + "TP": 6608, + "n_pred": 11567, + "n_ref": 8427 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2132, + "IoU": 0.0, + "TN": 173100, + "TP": 0, + "n_pred": 2132, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.698797508089052, + "FN": 6164, + "FP": 73, + "IoU": 0.5370397862232779, + "TN": 161760, + "TP": 7235, + "n_pred": 7308, + "n_ref": 13399 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 3.0582676442928906e-05, + "FN": 130789, + "FP": 0, + "IoU": 1.5291572050064605e-05, + "TN": 44441, + "TP": 2, + "n_pred": 2, + "n_ref": 130791 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 175147, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9143470251229832, + "FN": 691, + "FP": 3540, + "IoU": 0.8422092936525696, + "TN": 148418, + "TP": 22583, + "n_pred": 26123, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9251289891075865, + "FN": 4838, + "FP": 1039, + "IoU": 0.86068838003129, + "TN": 133046, + "TP": 36309, + "n_pred": 37348, + "n_ref": 41147 + }, + "7": { + "Dice": 0.6144465290806754, + "FN": 724, + "FP": 98, + "IoU": 0.44346648612051454, + "TN": 173755, + "TP": 655, + "n_pred": 753, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.35942668136714445, + "FN": 385, + "FP": 196, + "IoU": 0.21908602150537634, + "TN": 174488, + "TP": 163, + "n_pred": 359, + "n_ref": 548 + }, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.6476227365159292, + "FN": 4972, + "FP": 2306, + "IoU": 0.47887727337820424, + "TN": 161266, + "TP": 6688, + "n_pred": 8994, + "n_ref": 11660 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8608954871461881, + "FN": 1232, + "FP": 3481, + "IoU": 0.755765144841167, + "TN": 155935, + "TP": 14584, + "n_pred": 18065, + "n_ref": 15816 + }, + "9": { + "Dice": 0.8054235569917, + "FN": 2008, + "FP": 1063, + "IoU": 0.6742335843852764, + "TN": 165805, + "TP": 6356, + "n_pred": 7419, + "n_ref": 8364 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "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": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "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": 118, + "IoU": 0.0, + "TN": 350346, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22729, + "IoU": 0.0, + "TN": 327735, + "TP": 0, + "n_pred": 22729, + "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": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 175032, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1942767766665198, + "FN": 72665, + "FP": 485, + "IoU": 0.10758945454989081, + "TN": 268495, + "TP": 8819, + "n_pred": 9304, + "n_ref": 81484 + }, + "10": { + "Dice": 0.003320420586607637, + "FN": 3393, + "FP": 209, + "IoU": 0.0016629711751662971, + "TN": 346856, + "TP": 6, + "n_pred": 215, + "n_ref": 3399 + }, + "11": { + "Dice": 0.0, + "FN": 5341, + "FP": 0, + "IoU": 0.0, + "TN": 345123, + "TP": 0, + "n_pred": 0, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 773, + "FP": 0, + "IoU": 0.0, + "TN": 349691, + "TP": 0, + "n_pred": 0, + "n_ref": 773 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 721, + "IoU": 0.0, + "TN": 349521, + "TP": 0, + "n_pred": 721, + "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": 0.6197014925373134, + "FN": 1187, + "FP": 2635, + "IoU": 0.44896193771626297, + "TN": 343528, + "TP": 3114, + "n_pred": 5749, + "n_ref": 4301 + }, + "3": { + "Dice": 0.7179637214745466, + "FN": 1471, + "FP": 457, + "IoU": 0.5600182565038795, + "TN": 346082, + "TP": 2454, + "n_pred": 2911, + "n_ref": 3925 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2075, + "IoU": 0.0, + "TN": 348389, + "TP": 0, + "n_pred": 2075, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6413400857031555, + "FN": 4811, + "FP": 87257, + "IoU": 0.4720387191485457, + "TN": 176080, + "TP": 82316, + "n_pred": 169573, + "n_ref": 87127 + }, + "7": { + "Dice": 0.5325719800546888, + "FN": 5097, + "FP": 715, + "IoU": 0.3629288611202455, + "TN": 341341, + "TP": 3311, + "n_pred": 4026, + "n_ref": 8408 + }, + "8": { + "Dice": 0.9078253533009913, + "FN": 301, + "FP": 136, + "IoU": 0.8312089609887988, + "TN": 347875, + "TP": 2152, + "n_pred": 2288, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8186419340749685, + "FN": 4408, + "FP": 2651, + "IoU": 0.6929668131007786, + "TN": 327473, + "TP": 15932, + "n_pred": 18583, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 174947, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7285461278377073, + "FN": 5582, + "FP": 1162, + "IoU": 0.5730024059769533, + "TN": 159438, + "TP": 9050, + "n_pred": 10212, + "n_ref": 14632 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3388, + "IoU": 0.0, + "TN": 171844, + "TP": 0, + "n_pred": 3388, + "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": 68, + "FP": 0, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.7258796821793416, + "FN": 1868, + "FP": 64, + "IoU": 0.5697104677060134, + "TN": 170742, + "TP": 2558, + "n_pred": 2622, + "n_ref": 4426 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "FP": 0, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8204645323289391, + "FN": 349, + "FP": 795, + "IoU": 0.6955827567855242, + "TN": 171474, + "TP": 2614, + "n_pred": 3409, + "n_ref": 2963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9153902963747873, + "FN": 2386, + "FP": 249, + "IoU": 0.843981289596779, + "TN": 158343, + "TP": 14254, + "n_pred": 14503, + "n_ref": 16640 + }, + "7": { + "Dice": 0.9213434660657349, + "FN": 3202, + "FP": 3360, + "IoU": 0.854158332222074, + "TN": 130238, + "TP": 38432, + "n_pred": 41792, + "n_ref": 41634 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.6209049908311444, + "FN": 4176, + "FP": 3473, + "IoU": 0.45022640695752175, + "TN": 161319, + "TP": 6264, + "n_pred": 9737, + "n_ref": 10440 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.713003845606039, + "FN": 1445, + "FP": 570, + "IoU": 0.5540061974324922, + "TN": 170714, + "TP": 2503, + "n_pred": 3073, + "n_ref": 3948 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 311, + "FP": 0, + "IoU": 0.0, + "TN": 174921, + "TP": 0, + "n_pred": 0, + "n_ref": 311 + }, + "6": { + "Dice": 0.5045268950825492, + "FN": 5557, + "FP": 25, + "IoU": 0.33736942070275405, + "TN": 166808, + "TP": 2842, + "n_pred": 2867, + "n_ref": 8399 + }, + "7": { + "Dice": 0.5594542546593988, + "FN": 11696, + "FP": 1801, + "IoU": 0.3883627135541759, + "TN": 153165, + "TP": 8570, + "n_pred": 10371, + "n_ref": 20266 + }, + "8": { + "Dice": 0.9671865007133369, + "FN": 1110, + "FP": 224, + "IoU": 0.9364580356292274, + "TN": 154238, + "TP": 19660, + "n_pred": 19884, + "n_ref": 20770 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1053, + "IoU": 0.0, + "TN": 174179, + "TP": 0, + "n_pred": 1053, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1519, + "IoU": 0.0, + "TN": 173713, + "TP": 0, + "n_pred": 1519, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5628210883335827, + "FN": 8358, + "FP": 407, + "IoU": 0.39161518706184495, + "TN": 160825, + "TP": 5642, + "n_pred": 6049, + "n_ref": 14000 + }, + "6": { + "Dice": 0.46531177829099307, + "FN": 2637, + "FP": 8939, + "IoU": 0.3031962920604346, + "TN": 158619, + "TP": 5037, + "n_pred": 13976, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 10, + "IoU": 0.0, + "TN": 175140, + "TP": 0, + "n_pred": 10, + "n_ref": 82 + }, + "8": { + "Dice": 0.9769437310296522, + "FN": 237, + "FP": 553, + "IoU": 0.9549266845438467, + "TN": 157705, + "TP": 16737, + "n_pred": 17290, + "n_ref": 16974 + }, + "9": { + "Dice": 0.5462172612533742, + "FN": 1584, + "FP": 10856, + "IoU": 0.37572138304812563, + "TN": 155305, + "TP": 7487, + "n_pred": 18343, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.9099469853535808, + "FN": 1048, + "FP": 3963, + "IoU": 0.8347731469269322, + "TN": 144904, + "TP": 25317, + "n_pred": 29280, + "n_ref": 26365 + }, + "15": { + "Dice": 0.5271045971117103, + "FN": 25998, + "FP": 2589, + "IoU": 0.3578696736224983, + "TN": 130713, + "TP": 15932, + "n_pred": 18521, + "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": 265, + "IoU": 0.0, + "TN": 174967, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": 0.0, + "FN": 3641, + "FP": 0, + "IoU": 0.0, + "TN": 171591, + "TP": 0, + "n_pred": 0, + "n_ref": 3641 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9437008872870841, + "FN": 9213, + "FP": 6986, + "IoU": 0.8934030862369624, + "TN": 23267, + "TP": 135766, + "n_pred": 142752, + "n_ref": 144979 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1991, + "IoU": 0.0, + "TN": 173241, + "TP": 0, + "n_pred": 1991, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6935928349982776, + "FN": 3448, + "FP": 110, + "IoU": 0.5309162821357943, + "TN": 167647, + "TP": 4027, + "n_pred": 4137, + "n_ref": 7475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2883, + "IoU": 0.0, + "TN": 347581, + "TP": 0, + "n_pred": 2883, + "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": 0.7527272727272727, + "FN": 51, + "FP": 221, + "IoU": 0.6034985422740525, + "TN": 349778, + "TP": 414, + "n_pred": 635, + "n_ref": 465 + }, + "14": { + "Dice": 0.13084922010398614, + "FN": 798, + "FP": 1208, + "IoU": 0.07000463606861382, + "TN": 348307, + "TP": 151, + "n_pred": 1359, + "n_ref": 949 + }, + "15": { + "Dice": 0.08804035182792114, + "FN": 41674, + "FP": 2080, + "IoU": 0.0460471809183273, + "TN": 304598, + "TP": 2112, + "n_pred": 4192, + "n_ref": 43786 + }, + "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": 0.24460940261576528, + "FN": 1965, + "FP": 172, + "IoU": 0.13934756343133306, + "TN": 347981, + "TP": 346, + "n_pred": 518, + "n_ref": 2311 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9879333555646127, + "FN": 508, + "FP": 3400, + "IoU": 0.9761544469393733, + "TN": 186576, + "TP": 159980, + "n_pred": 163380, + "n_ref": 160488 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.24973990388746453, + "FN": 1415.1851851851854, + "FP": 1764.9592592592596, + "IoU": 0.19832105094487026, + "TN": 296041.9296296296, + "TP": 2566.3703703703704, + "n_pred": 4331.32962962963, + "n_ref": 3981.5555555555557 + }, + "mean": { + "1": { + "Dice": 0.2678253771063886, + "FN": 2722.5555555555557, + "FP": 2338.277777777778, + "IoU": 0.2294723522627038, + "TN": 290479.1666666667, + "TP": 6248.444444444444, + "n_pred": 8586.722222222223, + "n_ref": 8971.0 + }, + "10": { + "Dice": 0.3607334570186514, + "FN": 1946.9444444444443, + "FP": 1154.4444444444443, + "IoU": 0.2747926986732293, + "TN": 297038.44444444444, + "TP": 1648.611111111111, + "n_pred": 2803.0555555555557, + "n_ref": 3595.5555555555557 + }, + "11": { + "Dice": 0.21192758253461128, + "FN": 62.166666666666664, + "FP": 52.611111111111114, + "IoU": 0.13445945945945945, + "TN": 301640.5, + "TP": 33.166666666666664, + "n_pred": 85.77777777777777, + "n_ref": 95.33333333333333 + }, + "12": { + "Dice": 0.13286425681022265, + "FN": 212.44444444444446, + "FP": 151.66666666666666, + "IoU": 0.08839548464280252, + "TN": 301311.6666666667, + "TP": 112.66666666666667, + "n_pred": 264.3333333333333, + "n_ref": 325.1111111111111 + }, + "13": { + "Dice": 0.06973179342013756, + "FN": 1858.9444444444443, + "FP": 672.4444444444445, + "IoU": 0.04018809831681822, + "TN": 299037.1666666667, + "TP": 219.88888888888889, + "n_pred": 892.3333333333334, + "n_ref": 2078.8333333333335 + }, + "14": { + "Dice": 0.23235525348076386, + "FN": 266.94444444444446, + "FP": 452.3888888888889, + "IoU": 0.21703700194248354, + "TN": 296997.1111111111, + "TP": 4072.0, + "n_pred": 4524.388888888889, + "n_ref": 4338.944444444444 + }, + "15": { + "Dice": 0.1411395713538944, + "FN": 18.666666666666668, + "FP": 346.44444444444446, + "IoU": 0.07592800899887514, + "TN": 301393.3333333333, + "TP": 30.0, + "n_pred": 376.44444444444446, + "n_ref": 48.666666666666664 + }, + "2": { + "Dice": 0.07397768673868732, + "FN": 1685.8333333333333, + "FP": 1884.0, + "IoU": 0.04080023909309641, + "TN": 297836.3888888889, + "TP": 382.22222222222223, + "n_pred": 2266.222222222222, + "n_ref": 2068.0555555555557 + }, + "3": { + "Dice": 0.44453737266939236, + "FN": 1359.5, + "FP": 1000.7777777777778, + "IoU": 0.3766308880085176, + "TN": 297542.1666666667, + "TP": 1886.0, + "n_pred": 2886.777777777778, + "n_ref": 3245.5 + }, + "4": { + "Dice": 0.18366375144386035, + "FN": 438.1666666666667, + "FP": 215.5, + "IoU": 0.16979470862572463, + "TN": 300052.6666666667, + "TP": 1082.111111111111, + "n_pred": 1297.611111111111, + "n_ref": 1520.2777777777778 + }, + "5": { + "Dice": 0.0014790164540580515, + "FN": 525.6111111111111, + "FP": 2.6666666666666665, + "IoU": 0.0007411524921252547, + "TN": 301259.27777777775, + "TP": 0.8888888888888888, + "n_pred": 3.5555555555555554, + "n_ref": 526.5 + }, + "6": { + "Dice": 0.4162115925113552, + "FN": 3004.6666666666665, + "FP": 11779.222222222223, + "IoU": 0.35077124001529403, + "TN": 275882.55555555556, + "TP": 11122.0, + "n_pred": 22901.222222222223, + "n_ref": 14126.666666666666 + }, + "7": { + "Dice": 0.2850515977425265, + "FN": 4525.277777777777, + "FP": 5233.611111111111, + "IoU": 0.23144666021678584, + "TN": 287204.72222222225, + "TP": 4824.833333333333, + "n_pred": 10058.444444444445, + "n_ref": 9350.111111111111 + }, + "8": { + "Dice": 0.6250996355798883, + "FN": 1907.5, + "FP": 259.6666666666667, + "IoU": 0.542626676928611, + "TN": 293399.5, + "TP": 6221.777777777777, + "n_pred": 6481.444444444444, + "n_ref": 8129.277777777777 + }, + "9": { + "Dice": 0.29950061344753043, + "FN": 692.5555555555555, + "FP": 930.6666666666666, + "IoU": 0.20173109449652737, + "TN": 299554.27777777775, + "TP": 610.9444444444445, + "n_pred": 1541.611111111111, + "n_ref": 1303.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6005, + "IoU": 0.0, + "TN": 344459, + "TP": 0, + "n_pred": 6005, + "n_ref": 0 + }, + "10": { + "Dice": 0.19079266699025502, + "FN": 11715, + "FP": 9958, + "IoU": 0.10545649661548621, + "TN": 326236, + "TP": 2555, + "n_pred": 12513, + "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": 1180, + "IoU": 0.0, + "TN": 349284, + "TP": 0, + "n_pred": 1180, + "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": 662, + "IoU": 0.0, + "TN": 349802, + "TP": 0, + "n_pred": 662, + "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": 0.5928942977721072, + "FN": 16564, + "FP": 28, + "IoU": 0.4213573271953686, + "TN": 321790, + "TP": 12082, + "n_pred": 12110, + "n_ref": 28646 + }, + "7": { + "Dice": 0.0027793632280318633, + "FN": 39805, + "FP": 380, + "IoU": 0.0013916155165130091, + "TN": 310223, + "TP": 56, + "n_pred": 436, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6387, + "IoU": 0.0, + "TN": 519309, + "TP": 0, + "n_pred": 6387, + "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": 195, + "IoU": 0.0, + "TN": 525501, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 525356, + "TP": 0, + "n_pred": 340, + "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": 0.9183187572193018, + "FN": 1983, + "FP": 1482, + "IoU": 0.8489735431286232, + "TN": 502753, + "TP": 19478, + "n_pred": 20960, + "n_ref": 21461 + }, + "5": { + "Dice": 0.0, + "FN": 2326, + "FP": 0, + "IoU": 0.0, + "TN": 523370, + "TP": 0, + "n_pred": 0, + "n_ref": 2326 + }, + "6": { + "Dice": 0.8689867305697628, + "FN": 9693, + "FP": 4959, + "IoU": 0.768325849092404, + "TN": 462452, + "TP": 48592, + "n_pred": 53551, + "n_ref": 58285 + }, + "7": { + "Dice": 0.0, + "FN": 40, + "FP": 5104, + "IoU": 0.0, + "TN": 520552, + "TP": 0, + "n_pred": 5104, + "n_ref": 40 + }, + "8": { + "Dice": 0.7619103064174962, + "FN": 11650, + "FP": 619, + "IoU": 0.6153918495297805, + "TN": 493796, + "TP": 19631, + "n_pred": 20250, + "n_ref": 31281 + }, + "9": { + "Dice": 0.28511321485910424, + "FN": 2918, + "FP": 9995, + "IoU": 0.1662577479338843, + "TN": 510208, + "TP": 2575, + "n_pred": 12570, + "n_ref": 5493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6871366077855917, + "FN": 11039, + "FP": 261, + "IoU": 0.523387743051162, + "TN": 151523, + "TP": 12409, + "n_pred": 12670, + "n_ref": 23448 + }, + "10": { + "Dice": 0.0, + "FN": 5672, + "FP": 0, + "IoU": 0.0, + "TN": 169560, + "TP": 0, + "n_pred": 0, + "n_ref": 5672 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 174789, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "12": { + "Dice": 0.0032768978700163844, + "FN": 662, + "FP": 1163, + "IoU": 0.0016411378555798686, + "TN": 173404, + "TP": 3, + "n_pred": 1166, + "n_ref": 665 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 174993, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 462, + "IoU": 0.0, + "TN": 174770, + "TP": 0, + "n_pred": 462, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.2698089023537637, + "FN": 692, + "FP": 24374, + "IoU": 0.15594167761053304, + "TN": 145535, + "TP": 4631, + "n_pred": 29005, + "n_ref": 5323 + }, + "7": { + "Dice": 0.6938598871879882, + "FN": 14905, + "FP": 26832, + "IoU": 0.531229291851519, + "TN": 86197, + "TP": 47298, + "n_pred": 74130, + "n_ref": 62203 + }, + "8": { + "Dice": 0.0611353711790393, + "FN": 208, + "FP": 222, + "IoU": 0.03153153153153153, + "TN": 174788, + "TP": 14, + "n_pred": 236, + "n_ref": 222 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0058.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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "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": 20745, + "IoU": 0.0, + "TN": 329719, + "TP": 0, + "n_pred": 20745, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2597, + "IoU": 0.0, + "TN": 347867, + "TP": 0, + "n_pred": 2597, + "n_ref": 0 + }, + "8": { + "Dice": 0.8387308554439473, + "FN": 16819, + "FP": 376, + "IoU": 0.7222536303283852, + "TN": 288555, + "TP": 44714, + "n_pred": 45090, + "n_ref": 61533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.6188654134087507, + "FN": 1301, + "FP": 990, + "IoU": 0.44808479884365215, + "TN": 346313, + "TP": 1860, + "n_pred": 2850, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 60, + "IoU": 0.0, + "TN": 349916, + "TP": 0, + "n_pred": 60, + "n_ref": 488 + }, + "13": { + "Dice": 0.31117721084544103, + "FN": 4518, + "FP": 1503, + "IoU": 0.18425687576209185, + "TN": 343083, + "TP": 1360, + "n_pred": 2863, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9294210139230554, + "FN": 4805, + "FP": 6327, + "IoU": 0.8681480077699342, + "TN": 266036, + "TP": 73296, + "n_pred": 79623, + "n_ref": 78101 + }, + "15": { + "Dice": 0.1411395713538944, + "FN": 336, + "FP": 6236, + "IoU": 0.07592800899887514, + "TN": 343352, + "TP": 540, + "n_pred": 6776, + "n_ref": 876 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9025619487610248, + "FN": 290, + "FP": 174, + "IoU": 0.8224263298890164, + "TN": 347851, + "TP": 2149, + "n_pred": 2323, + "n_ref": 2439 + }, + "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": 0.16519174041297935, + "FN": 186, + "FP": 380, + "IoU": 0.09003215434083602, + "TN": 349842, + "TP": 56, + "n_pred": 436, + "n_ref": 242 + }, + "8": { + "Dice": 0.8353883743394511, + "FN": 3546, + "FP": 2248, + "IoU": 0.7173106947697112, + "TN": 329968, + "TP": 14702, + "n_pred": 16950, + "n_ref": 18248 + }, + "9": { + "Dice": 0.0, + "FN": 2709, + "FP": 0, + "IoU": 0.0, + "TN": 347755, + "TP": 0, + "n_pred": 0, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1226, + "IoU": 0.0, + "TN": 349238, + "TP": 0, + "n_pred": 1226, + "n_ref": 0 + }, + "10": { + "Dice": 0.5282854656222803, + "FN": 3972, + "FP": 364, + "IoU": 0.3589591957421644, + "TN": 343700, + "TP": 2428, + "n_pred": 2792, + "n_ref": 6400 + }, + "11": { + "Dice": 0.42385516506922255, + "FN": 1119, + "FP": 504, + "IoU": 0.2689189189189189, + "TN": 348244, + "TP": 597, + "n_pred": 1101, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 350013, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4961, + "FP": 0, + "IoU": 0.0, + "TN": 345503, + "TP": 0, + "n_pred": 0, + "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": 0.20275302288607172, + "FN": 19049, + "FP": 6, + "IoU": 0.1128131110904181, + "TN": 328986, + "TP": 2423, + "n_pred": 2429, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14567, + "IoU": 0.0, + "TN": 335897, + "TP": 0, + "n_pred": 14567, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 5904, + "FP": 843, + "IoU": 0.0, + "TN": 343717, + "TP": 0, + "n_pred": 843, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9467734015462093, + "FN": 3289, + "FP": 1372, + "IoU": 0.8989265965520981, + "TN": 304349, + "TP": 41454, + "n_pred": 42826, + "n_ref": 44743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7054, + "IoU": 0.0, + "TN": 343410, + "TP": 0, + "n_pred": 7054, + "n_ref": 0 + }, + "8": { + "Dice": 0.5880184331797235, + "FN": 1, + "FP": 446, + "IoU": 0.4164490861618799, + "TN": 349698, + "TP": 319, + "n_pred": 765, + "n_ref": 320 + }, + "9": { + "Dice": 0.6672368006481523, + "FN": 3283, + "FP": 4110, + "IoU": 0.5006416751097602, + "TN": 335659, + "TP": 7412, + "n_pred": 11522, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22843, + "IoU": 0.0, + "TN": 327621, + "TP": 0, + "n_pred": 22843, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 350306, + "TP": 0, + "n_pred": 158, + "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": 292, + "IoU": 0.0, + "TN": 350172, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.25473050039481765, + "FN": 3917, + "FP": 98015, + "IoU": 0.14595482270929688, + "TN": 231112, + "TP": 17420, + "n_pred": 115435, + "n_ref": 21337 + }, + "7": { + "Dice": 0.012678897320142157, + "FN": 10200, + "FP": 79, + "IoU": 0.006379893668438859, + "TN": 340119, + "TP": 66, + "n_pred": 145, + "n_ref": 10266 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.829954855271311, + "FN": 1893, + "FP": 28, + "IoU": 0.7093357542744742, + "TN": 343855, + "TP": 4688, + "n_pred": 4716, + "n_ref": 6581 + }, + "10": { + "Dice": 0.8298762574557108, + "FN": 864, + "FP": 1047, + "IoU": 0.7092209373097992, + "TN": 343892, + "TP": 4661, + "n_pred": 5708, + "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": 0.17694534309552187, + "FN": 23982, + "FP": 187, + "IoU": 0.09705981245563568, + "TN": 323697, + "TP": 2598, + "n_pred": 2785, + "n_ref": 26580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1671354108073649, + "FN": 11296, + "FP": 33124, + "IoU": 0.09118808437506394, + "TN": 301587, + "TP": 4457, + "n_pred": 37581, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2878, + "IoU": 0.0, + "TN": 347586, + "TP": 0, + "n_pred": 2878, + "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": 1807, + "IoU": 0.0, + "TN": 348657, + "TP": 0, + "n_pred": 1807, + "n_ref": 0 + }, + "7": { + "Dice": 0.7542653425006366, + "FN": 965, + "FP": 0, + "IoU": 0.6054783319705642, + "TN": 348018, + "TP": 1481, + "n_pred": 1481, + "n_ref": 2446 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0147.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": 2075, + "IoU": 0.0, + "TN": 173157, + "TP": 0, + "n_pred": 2075, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3376146788990826, + "FN": 87, + "FP": 274, + "IoU": 0.20309050772626933, + "TN": 174779, + "TP": 92, + "n_pred": 366, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8800, + "IoU": 0.0, + "TN": 166432, + "TP": 0, + "n_pred": 8800, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.004437049362174155, + "FN": 7135, + "FP": 45, + "IoU": 0.0022234574763757642, + "TN": 168036, + "TP": 16, + "n_pred": 61, + "n_ref": 7151 + }, + "6": { + "Dice": 0.6014714391998016, + "FN": 3928, + "FP": 5714, + "IoU": 0.43007447688852113, + "TN": 158314, + "TP": 7276, + "n_pred": 12990, + "n_ref": 11204 + }, + "7": { + "Dice": 0.5624438974952947, + "FN": 13123, + "FP": 1988, + "IoU": 0.3912500503565242, + "TN": 150409, + "TP": 9712, + "n_pred": 11700, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9599605279388183, + "FN": 1272, + "FP": 351, + "IoU": 0.9230039375681959, + "TN": 154153, + "TP": 19456, + "n_pred": 19807, + "n_ref": 20728 + }, + "9": { + "Dice": 0.24565243828286512, + "FN": 3556, + "FP": 2647, + "IoU": 0.140024954942465, + "TN": 168019, + "TP": 1010, + "n_pred": 3657, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821589264055715, + "FN": 1254, + "FP": 570, + "IoU": 0.9649433019411878, + "TN": 123202, + "TP": 50206, + "n_pred": 50776, + "n_ref": 51460 + }, + "10": { + "Dice": 0.689056505624553, + "FN": 7815, + "FP": 1749, + "IoU": 0.5256187689102723, + "TN": 155071, + "TP": 10597, + "n_pred": 12346, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.007142857142857143, + "FN": 277, + "FP": 1, + "IoU": 0.0035842293906810036, + "TN": 174953, + "TP": 1, + "n_pred": 2, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6813309202283169, + "FN": 8985, + "FP": 171, + "IoU": 0.5166807432432432, + "TN": 156288, + "TP": 9788, + "n_pred": 9959, + "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": 0.8660500171291539, + "FN": 164, + "FP": 227, + "IoU": 0.7637462235649547, + "TN": 173577, + "TP": 1264, + "n_pred": 1491, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2949, + "IoU": 0.0, + "TN": 522747, + "TP": 0, + "n_pred": 2949, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3108, + "IoU": 0.0, + "TN": 522588, + "TP": 0, + "n_pred": 3108, + "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": 316, + "IoU": 0.0, + "TN": 525380, + "TP": 0, + "n_pred": 316, + "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": 0.8961047094188377, + "FN": 2951, + "FP": 3685, + "IoU": 0.8117660407329664, + "TN": 490442, + "TP": 28618, + "n_pred": 32303, + "n_ref": 31569 + }, + "7": { + "Dice": 0.0, + "FN": 26, + "FP": 41447, + "IoU": 0.0, + "TN": 484223, + "TP": 0, + "n_pred": 41447, + "n_ref": 26 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 350048, + "TP": 0, + "n_pred": 416, + "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": 800, + "IoU": 0.0, + "TN": 349664, + "TP": 0, + "n_pred": 800, + "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": 14885, + "IoU": 0.0, + "TN": 335579, + "TP": 0, + "n_pred": 14885, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 704, + "IoU": 0.0, + "TN": 349760, + "TP": 0, + "n_pred": 704, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.750458261084964, + "FN": 3706, + "FP": 1331, + "IoU": 0.600586789310919, + "TN": 337853, + "TP": 7574, + "n_pred": 8905, + "n_ref": 11280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5820153637596024, + "FN": 2310, + "FP": 465, + "IoU": 0.41045251752708733, + "TN": 345757, + "TP": 1932, + "n_pred": 2397, + "n_ref": 4242 + }, + "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": 0.9323807292886702, + "FN": 1522, + "FP": 210, + "IoU": 0.8733269948072845, + "TN": 336791, + "TP": 11941, + "n_pred": 12151, + "n_ref": 13463 + }, + "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": 0.9558749671154904, + "FN": 507, + "FP": 3183, + "IoU": 0.9154794081268038, + "TN": 306806, + "TP": 39968, + "n_pred": 43151, + "n_ref": 40475 + }, + "7": { + "Dice": 0.9688325409403064, + "FN": 1320, + "FP": 332, + "IoU": 0.9395491803278688, + "TN": 323136, + "TP": 25676, + "n_pred": 26008, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9556532161406313, + "FN": 839, + "FP": 382, + "IoU": 0.9150726855394032, + "TN": 336087, + "TP": 13156, + "n_pred": 13538, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/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": 0.0, + "FN": 0, + "FP": 1469, + "IoU": 0.0, + "TN": 348995, + "TP": 0, + "n_pred": 1469, + "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": 0.02410575427682737, + "FN": 12543, + "FP": 7, + "IoU": 0.012199921290830381, + "TN": 337759, + "TP": 155, + "n_pred": 162, + "n_ref": 12698 + }, + "7": { + "Dice": 0.2496722799233639, + "FN": 360, + "FP": 7081, + "IoU": 0.1426431616545685, + "TN": 341785, + "TP": 1238, + "n_pred": 8319, + "n_ref": 1598 + }, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.714654135814189, + "FN": 34820, + "FP": 1250, + "IoU": 0.5560014278856215, + "TN": 93993, + "TP": 45169, + "n_pred": 46419, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5954880104077348, + "FN": 13674, + "FP": 7, + "IoU": 0.42398214812007917, + "TN": 151481, + "TP": 10070, + "n_pred": 10077, + "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": 33252, + "IoU": 0.0, + "TN": 141980, + "TP": 0, + "n_pred": 33252, + "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_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3359741/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1243.870806100218, + "FP": 1016.6740305010893, + "IoU": NaN, + "TN": 233339.6525054466, + "TP": 2738.228801742919, + "n_pred": 3754.902832244009, + "n_ref": 3982.099607843137 + }, + "mean": { + "1": { + "Dice": 0.22517413705143702, + "FN": 3071.493464052287, + "FP": 981.9117647058823, + "IoU": 0.17389417611357896, + "TN": 231384.1477124183, + "TP": 2900.8732026143794, + "n_pred": 3882.784967320262, + "n_ref": 5972.366666666667 + }, + "10": { + "Dice": 0.29457261527646383, + "FN": 1281.6281045751634, + "FP": 836.7098039215686, + "IoU": 0.21359713788608398, + "TN": 235257.34575163395, + "TP": 962.7424836601307, + "n_pred": 1799.4522875816997, + "n_ref": 2244.3705882352942 + }, + "11": { + "Dice": 0.35387157580692585, + "FN": 148.63725490196077, + "FP": 36.91503267973856, + "IoU": 0.25758234339638425, + "TN": 238098.78039215686, + "TP": 54.09346405228759, + "n_pred": 91.00849673202615, + "n_ref": 202.7307189542484 + }, + "12": { + "Dice": 0.12424454668014202, + "FN": 197.72156862745098, + "FP": 59.158823529411755, + "IoU": 0.08548598362221324, + "TN": 237999.42222222226, + "TP": 82.12352941176472, + "n_pred": 141.2823529411765, + "n_ref": 279.8450980392157 + }, + "13": { + "Dice": 0.10877624284929313, + "FN": 945.6575163398691, + "FP": 271.4588235294118, + "IoU": 0.07240858933101464, + "TN": 236876.5267973856, + "TP": 244.7830065359477, + "n_pred": 516.2418300653595, + "n_ref": 1190.4405228758171 + }, + "14": { + "Dice": 0.3111444314762014, + "FN": 664.3679738562091, + "FP": 405.64575163398695, + "IoU": 0.2599845791867585, + "TN": 234993.86601307188, + "TP": 2274.546405228758, + "n_pred": 2680.192156862745, + "n_ref": 2938.9143790849675 + }, + "15": { + "Dice": NaN, + "FN": 1353.8568627450982, + "FP": 472.31045751633985, + "IoU": NaN, + "TN": 236152.2111111111, + "TP": 360.04771241830065, + "n_pred": 832.3581699346405, + "n_ref": 1713.9045751633985 + }, + "2": { + "Dice": 0.1087346778625832, + "FN": 1467.353594771242, + "FP": 675.4215686274509, + "IoU": 0.07304349554529979, + "TN": 235828.94901960786, + "TP": 366.7019607843137, + "n_pred": 1042.1235294117646, + "n_ref": 1834.0555555555554 + }, + "3": { + "Dice": 0.441602431453899, + "FN": 1075.4196078431373, + "FP": 1356.2254901960782, + "IoU": 0.37344449809033453, + "TN": 233350.3823529412, + "TP": 2556.3986928104578, + "n_pred": 3912.624183006536, + "n_ref": 3631.8183006535946 + }, + "4": { + "Dice": 0.24725148156609725, + "FN": 243.3954248366013, + "FP": 409.3346405228758, + "IoU": 0.21811259066216454, + "TN": 236859.15686274512, + "TP": 826.5392156862745, + "n_pred": 1235.8738562091505, + "n_ref": 1069.934640522876 + }, + "5": { + "Dice": 0.1958910833229104, + "FN": 416.5986928104576, + "FP": 60.558169934640524, + "IoU": 0.14093239737275715, + "TN": 237686.01960784313, + "TP": 175.2496732026144, + "n_pred": 235.80784313725493, + "n_ref": 591.8483660130719 + }, + "6": { + "Dice": 0.5770555968706573, + "FN": 2000.7810457516339, + "FP": 7165.546405228757, + "IoU": 0.5103866694613209, + "TN": 207348.7705882353, + "TP": 21823.32810457516, + "n_pred": 28988.87450980392, + "n_ref": 23824.1091503268 + }, + "7": { + "Dice": 0.3024071640781726, + "FN": 4389.070588235294, + "FP": 1647.0660130718957, + "IoU": 0.24329121572327167, + "TN": 229130.87516339868, + "TP": 3171.4143790849675, + "n_pred": 4818.480392156863, + "n_ref": 7560.484967320261 + }, + "8": { + "Dice": 0.7705968186495761, + "FN": 732.4444444444446, + "FP": 344.1607843137255, + "IoU": 0.6878297155088855, + "TN": 233261.5006535948, + "TP": 4000.320261437909, + "n_pred": 4344.481045751634, + "n_ref": 4732.764705882352 + }, + "9": { + "Dice": 0.43535380548675756, + "FN": 669.6359477124183, + "FP": 527.6869281045751, + "IoU": 0.33023451172551266, + "TN": 235866.8333333333, + "TP": 1274.269934640523, + "n_pred": 1801.9568627450979, + "n_ref": 1943.9058823529413 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_003/summary.json b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7367e6f2cc2bb8ab274c07607e4727871b25ab1d --- /dev/null +++ b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6071936004587905, + "FN": 45266.297333333336, + "FP": 28179.977333333336, + "IoU": 0.48703822759401383, + "TN": 96242190.332, + "TP": 141324.23333333334, + "n_pred": 169504.2106666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.758592772109649, + "FN": 48345.12, + "FP": 28802.44, + "IoU": 0.6526465517379465, + "TN": 96233870.26, + "TP": 145943.02, + "n_pred": 174745.46, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5609783834770977, + "FN": 35429.72, + "FP": 16481.4, + "IoU": 0.4151059768589521, + "TN": 96366256.88, + "TP": 38792.84, + "n_pred": 55274.24, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.42363680219633226, + "FN": 2540.12, + "FP": 187.52, + "IoU": 0.28887491667857323, + "TN": 96453072.94, + "TP": 1160.26, + "n_pred": 1347.78, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.3320722989064535, + "FN": 3162.24, + "FP": 244.24, + "IoU": 0.22526218144644083, + "TN": 96452479.94, + "TP": 1074.42, + "n_pred": 1318.66, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.43055402429062206, + "FN": 37230.1, + "FP": 12169.52, + "IoU": 0.2953904345370972, + "TN": 96386933.18, + "TP": 20628.04, + "n_pred": 32797.56, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6794204971892769, + "FN": 63532.68, + "FP": 14570.68, + "IoU": 0.5671189053038143, + "TN": 96304032.02, + "TP": 74825.46, + "n_pred": 89396.14, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4552282852973633, + "FN": 36579.16, + "FP": 3824.68, + "IoU": 0.3420162283208981, + "TN": 96399089.12, + "TP": 17467.88, + "n_pred": 21292.56, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7009927226217074, + "FN": 52858.62, + "FP": 28334.14, + "IoU": 0.5602912357449348, + "TN": 96271785.0, + "TP": 103983.08, + "n_pred": 132317.22, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7071284319019275, + "FN": 52978.32, + "FP": 33353.04, + "IoU": 0.5647785408509188, + "TN": 96260205.22, + "TP": 110424.26, + "n_pred": 143777.3, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5532828896389512, + "FN": 11934.82, + "FP": 3894.9, + "IoU": 0.44645584666487687, + "TN": 96426488.44, + "TP": 14642.68, + "n_pred": 18537.58, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.37105563703368344, + "FN": 13077.22, + "FP": 1021.08, + "IoU": 0.265208734951236, + "TN": 96438787.6, + "TP": 4074.94, + "n_pred": 5096.02, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8887447498333095, + "FN": 104596.2, + "FP": 219544.06, + "IoU": 0.8091047704826179, + "TN": 94878193.16, + "TP": 1254627.42, + "n_pred": 1474171.48, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6228493252170698, + "FN": 166654.22, + "FP": 40049.66, + "IoU": 0.48266745797274313, + "TN": 96077986.52, + "TP": 172270.44, + "n_pred": 212320.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8569118068959523, + "FN": 27914.08, + "FP": 11151.24, + "IoU": 0.7562590588693499, + "TN": 96313440.42, + "TP": 104455.1, + "n_pred": 115606.34, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7664553802724611, + "FN": 22161.84, + "FP": 9071.06, + "IoU": 0.6343925734898077, + "TN": 96370234.28, + "TP": 55493.66, + "n_pred": 64564.72, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8380451357985499, + "FN": 18774, + "FP": 9795, + "IoU": 0.7212372542323267, + "TN": 119490835, + "TP": 73916, + "n_pred": 83711, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6103141023844882, + "FN": 31772, + "FP": 23858, + "IoU": 0.4391741352716422, + "TN": 119494127, + "TP": 43563, + "n_pred": 67421, + "n_ref": 75335 + }, + "11": { + "Dice": 0.4055360281195079, + "FN": 2623, + "FP": 83, + "IoU": 0.2543400385781207, + "TN": 119589691, + "TP": 923, + "n_pred": 1006, + "n_ref": 3546 + }, + "12": { + "Dice": 0.30390143737166325, + "FN": 3651, + "FP": 78, + "IoU": 0.1791767554479419, + "TN": 119588777, + "TP": 814, + "n_pred": 892, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2899866552282909, + "FN": 40588, + "FP": 19002, + "IoU": 0.1695815159074123, + "TN": 119521561, + "TP": 12169, + "n_pred": 31171, + "n_ref": 52757 + }, + "14": { + "Dice": 0.32500192624007984, + "FN": 198977, + "FP": 2516, + "IoU": 0.1940312238751045, + "TN": 119343319, + "TP": 48508, + "n_pred": 51024, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 14855, + "IoU": 0.0, + "TN": 119545602, + "TP": 0, + "n_pred": 14855, + "n_ref": 32863 + }, + "2": { + "Dice": 0.836334204347629, + "FN": 20935, + "FP": 25978, + "IoU": 0.7187065285172927, + "TN": 119426544, + "TP": 119863, + "n_pred": 145841, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8325833544344345, + "FN": 33923, + "FP": 20954, + "IoU": 0.7131844124349299, + "TN": 119401988, + "TP": 136455, + "n_pred": 157409, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6949276855247435, + "FN": 35541, + "FP": 1478, + "IoU": 0.5324821297769695, + "TN": 119514138, + "TP": 42163, + "n_pred": 43641, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 3658, + "IoU": 0.0, + "TN": 119525398, + "TP": 0, + "n_pred": 3658, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9524337217910619, + "FN": 49146, + "FP": 64001, + "IoU": 0.909187076372363, + "TN": 118347385, + "TP": 1132788, + "n_pred": 1196789, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 103464, + "IoU": 0.0, + "TN": 119489856, + "TP": 0, + "n_pred": 103464, + "n_ref": 0 + }, + "8": { + "Dice": 0.7576694058647111, + "FN": 87304, + "FP": 40119, + "IoU": 0.6098774428010275, + "TN": 119266697, + "TP": 199200, + "n_pred": 239319, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7318628753654, + "FN": 31093, + "FP": 2204, + "IoU": 0.577116512992456, + "TN": 119514582, + "TP": 45441, + "n_pred": 47645, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9110675058157744, + "FN": 18397, + "FP": 14824, + "IoU": 0.8366611435342475, + "TN": 72622273, + "TP": 170166, + "n_pred": 184990, + "n_ref": 188563 + }, + "10": { + "Dice": 0.519411882404079, + "FN": 30810, + "FP": 38845, + "IoU": 0.35081456904264835, + "TN": 72718364, + "TP": 37641, + "n_pred": 76486, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5860124083474337, + "FN": 1208, + "FP": 260, + "IoU": 0.4144395692062226, + "TN": 72823153, + "TP": 1039, + "n_pred": 1299, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5562456866804693, + "FN": 1665, + "FP": 264, + "IoU": 0.3852772466539197, + "TN": 72822522, + "TP": 1209, + "n_pred": 1473, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5563919175752726, + "FN": 27934, + "FP": 7544, + "IoU": 0.3854175689019003, + "TN": 72767933, + "TP": 22249, + "n_pred": 29793, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8494950623746479, + "FN": 4672, + "FP": 20917, + "IoU": 0.7383671591431931, + "TN": 72727855, + "TP": 72216, + "n_pred": 93133, + "n_ref": 76888 + }, + "15": { + "Dice": 0.560695499213504, + "FN": 25906, + "FP": 67, + "IoU": 0.3895600263232114, + "TN": 72783112, + "TP": 16575, + "n_pred": 16642, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8561683346561103, + "FN": 25271, + "FP": 11880, + "IoU": 0.7485090337997469, + "TN": 72677937, + "TP": 110572, + "n_pred": 122452, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8642966097147806, + "FN": 14390, + "FP": 21018, + "IoU": 0.761023183612864, + "TN": 72677495, + "TP": 112757, + "n_pred": 133775, + "n_ref": 127147 + }, + "4": { + "Dice": 0.43527893302739135, + "FN": 19422, + "FP": 267, + "IoU": 0.27818308465007147, + "TN": 72798383, + "TP": 7588, + "n_pred": 7855, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7157370930955836, + "FN": 3461, + "FP": 652, + "IoU": 0.5573135292218275, + "TN": 72816369, + "TP": 5178, + "n_pred": 5830, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9058881945309919, + "FN": 62964, + "FP": 174905, + "IoU": 0.8279667489216688, + "TN": 71442968, + "TP": 1144823, + "n_pred": 1319728, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5744211572712588, + "FN": 127935, + "FP": 36461, + "IoU": 0.40293889054339693, + "TN": 72550318, + "TP": 110946, + "n_pred": 147407, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9131783611910798, + "FN": 5063, + "FP": 5040, + "IoU": 0.8402283581617485, + "TN": 72762426, + "TP": 53131, + "n_pred": 58171, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8345320803761593, + "FN": 16664, + "FP": 7653, + "IoU": 0.7160489502323735, + "TN": 72740022, + "TP": 61321, + "n_pred": 68974, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9147192629904237, + "FN": 34951, + "FP": 7020, + "IoU": 0.8428411486514317, + "TN": 71542427, + "TP": 225090, + "n_pred": 232110, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7010629961296652, + "FN": 35120, + "FP": 14853, + "IoU": 0.5397205515284929, + "TN": 71700917, + "TP": 58598, + "n_pred": 73451, + "n_ref": 93718 + }, + "11": { + "Dice": 0.48977889027951604, + "FN": 2195, + "FP": 251, + "IoU": 0.3243093922651934, + "TN": 71805868, + "TP": 1174, + "n_pred": 1425, + "n_ref": 3369 + }, + "12": { + "Dice": 0.18224753437977498, + "FN": 5853, + "FP": 34, + "IoU": 0.1002598196545927, + "TN": 71802945, + "TP": 656, + "n_pred": 690, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5103584978046805, + "FN": 39956, + "FP": 5990, + "IoU": 0.3426049133650971, + "TN": 71739597, + "TP": 23945, + "n_pred": 29935, + "n_ref": 63901 + }, + "14": { + "Dice": 0.27935102661897515, + "FN": 437355, + "FP": 249, + "IoU": 0.16235213046973698, + "TN": 71287068, + "TP": 84816, + "n_pred": 85065, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 0, + "IoU": 0.0, + "TN": 71628825, + "TP": 0, + "n_pred": 0, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7144824070937283, + "FN": 31932, + "FP": 59933, + "IoU": 0.5557935659818092, + "TN": 71602681, + "TP": 114942, + "n_pred": 174875, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7377790858046385, + "FN": 57146, + "FP": 33734, + "IoU": 0.5845086842622607, + "TN": 71590759, + "TP": 127849, + "n_pred": 161583, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7324044514723872, + "FN": 1701, + "FP": 7268, + "IoU": 0.5777903309325425, + "TN": 71788245, + "TP": 12274, + "n_pred": 19542, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7810730396391209, + "FN": 2205, + "FP": 2357, + "IoU": 0.6407874015748032, + "TN": 71796788, + "TP": 8138, + "n_pred": 10495, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9218752680694539, + "FN": 39192, + "FP": 165723, + "IoU": 0.8550729250211115, + "TN": 70395570, + "TP": 1209003, + "n_pred": 1374726, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8722617879001495, + "FN": 36543, + "FP": 21624, + "IoU": 0.7734612328831144, + "TN": 71552724, + "TP": 198597, + "n_pred": 220221, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8822900834290189, + "FN": 14769, + "FP": 2966, + "IoU": 0.7893730478260353, + "TN": 71725287, + "TP": 66466, + "n_pred": 69432, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8388091652909054, + "FN": 18802, + "FP": 7853, + "IoU": 0.7223697778333281, + "TN": 71713479, + "TP": 69354, + "n_pred": 77207, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8523501882861312, + "FN": 53829, + "FP": 1730, + "IoU": 0.7426918730664493, + "TN": 135229586, + "TP": 160365, + "n_pred": 162095, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7451207654812267, + "FN": 27276, + "FP": 12307, + "IoU": 0.5937788633238235, + "TN": 135348068, + "TP": 57859, + "n_pred": 70166, + "n_ref": 85135 + }, + "11": { + "Dice": 0.13117324274888947, + "FN": 3296, + "FP": 29, + "IoU": 0.07019015659955258, + "TN": 135441934, + "TP": 251, + "n_pred": 280, + "n_ref": 3547 + }, + "12": { + "Dice": 0.3820389059529033, + "FN": 4202, + "FP": 23, + "IoU": 0.2361236666064003, + "TN": 135439979, + "TP": 1306, + "n_pred": 1329, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6094867524178762, + "FN": 18800, + "FP": 9101, + "IoU": 0.4383178322663768, + "TN": 135395836, + "TP": 21773, + "n_pred": 30874, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9003758423605804, + "FN": 12813, + "FP": 16000, + "IoU": 0.8188032575543188, + "TN": 135286495, + "TP": 130202, + "n_pred": 146202, + "n_ref": 143015 + }, + "15": { + "Dice": 0.544820628089041, + "FN": 29969, + "FP": 5672, + "IoU": 0.37440101104070495, + "TN": 135388539, + "TP": 21330, + "n_pred": 27002, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7375970015537561, + "FN": 39115, + "FP": 82143, + "IoU": 0.5842801407011746, + "TN": 135153828, + "TP": 170424, + "n_pred": 252567, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6146159295013583, + "FN": 113634, + "FP": 28365, + "IoU": 0.4436429886768797, + "TN": 135190280, + "TP": 113231, + "n_pred": 141596, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8439310895129959, + "FN": 4583, + "FP": 7348, + "IoU": 0.7300006789019892, + "TN": 135401321, + "TP": 32258, + "n_pred": 39606, + "n_ref": 36841 + }, + "5": { + "Dice": 0.27549227506816115, + "FN": 23497, + "FP": 419, + "IoU": 0.15975125601658294, + "TN": 135417047, + "TP": 4547, + "n_pred": 4966, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9521197519143382, + "FN": 56768, + "FP": 104718, + "IoU": 0.9086150384585784, + "TN": 133678414, + "TP": 1605610, + "n_pred": 1710328, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7787490340719144, + "FN": 56874, + "FP": 23868, + "IoU": 0.6376650302013122, + "TN": 135222672, + "TP": 142096, + "n_pred": 165964, + "n_ref": 198970 + }, + "8": { + "Dice": 0.806127607876156, + "FN": 79954, + "FP": 20899, + "IoU": 0.6752209140560593, + "TN": 135134982, + "TP": 209675, + "n_pred": 230574, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8052193142413875, + "FN": 28486, + "FP": 5161, + "IoU": 0.6739473811715684, + "TN": 135342315, + "TP": 69548, + "n_pred": 74709, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7384256621958699, + "FN": 103903, + "FP": 4004, + "IoU": 0.5853207695086428, + "TN": 105493787, + "TP": 152311, + "n_pred": 156315, + "n_ref": 256214 + }, + "10": { + "Dice": 0.25937773074548853, + "FN": 44308, + "FP": 48075, + "IoU": 0.14901436993367723, + "TN": 105645445, + "TP": 16177, + "n_pred": 64252, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5581273014203051, + "FN": 1408, + "FP": 272, + "IoU": 0.38708500547245533, + "TN": 105751264, + "TP": 1061, + "n_pred": 1333, + "n_ref": 2469 + }, + "12": { + "Dice": 0.35359116022099446, + "FN": 3316, + "FP": 662, + "IoU": 0.21476510067114093, + "TN": 105748939, + "TP": 1088, + "n_pred": 1750, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3600608155803725, + "FN": 61009, + "FP": 9703, + "IoU": 0.21955741956845648, + "TN": 105663400, + "TP": 19893, + "n_pred": 29596, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8766195341602655, + "FN": 41351, + "FP": 2435, + "IoU": 0.7803407312276759, + "TN": 105554669, + "TP": 155550, + "n_pred": 157985, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6436918726666225, + "FN": 13363, + "FP": 2766, + "IoU": 0.474591178578409, + "TN": 105723307, + "TP": 14569, + "n_pred": 17335, + "n_ref": 27932 + }, + "2": { + "Dice": 0.819424409696177, + "FN": 25077, + "FP": 31255, + "IoU": 0.6940888973363382, + "TN": 105569860, + "TP": 127813, + "n_pred": 159068, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9112554918993588, + "FN": 12481, + "FP": 18484, + "IoU": 0.8369782672787769, + "TN": 105564061, + "TP": 158979, + "n_pred": 177463, + "n_ref": 171460 + }, + "4": { + "Dice": 0.39973039009183586, + "FN": 28993, + "FP": 6630, + "IoU": 0.2497894027461882, + "TN": 105706521, + "TP": 11861, + "n_pred": 18491, + "n_ref": 40854 + }, + "5": { + "Dice": 0.37112893275755704, + "FN": 9357, + "FP": 837, + "IoU": 0.22784426602029995, + "TN": 105740803, + "TP": 3008, + "n_pred": 3845, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9207548341041001, + "FN": 53313, + "FP": 202007, + "IoU": 0.8531470542559861, + "TN": 104015395, + "TP": 1483290, + "n_pred": 1685297, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.663327388498015, + "FN": 85762, + "FP": 99616, + "IoU": 0.4962526970255273, + "TN": 105386007, + "TP": 182620, + "n_pred": 282236, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8801729773218686, + "FN": 9900, + "FP": 11547, + "IoU": 0.7859901212393354, + "TN": 105653790, + "TP": 78768, + "n_pred": 90315, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7752872925109643, + "FN": 18946, + "FP": 13436, + "IoU": 0.6330360481851252, + "TN": 105665762, + "TP": 55861, + "n_pred": 69297, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8871688330790021, + "FN": 36110, + "FP": 19123, + "IoU": 0.7972178165477135, + "TN": 96865504, + "TP": 217143, + "n_pred": 236266, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7436728318128188, + "FN": 23070, + "FP": 38630, + "IoU": 0.5919420121160816, + "TN": 96986676, + "TP": 89504, + "n_pred": 128134, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6276520509193777, + "FN": 1786, + "FP": 320, + "IoU": 0.4573563514558104, + "TN": 97133999, + "TP": 1775, + "n_pred": 2095, + "n_ref": 3561 + }, + "12": { + "Dice": 0.742418616165367, + "FN": 1519, + "FP": 562, + "IoU": 0.5903543307086614, + "TN": 97132800, + "TP": 2999, + "n_pred": 3561, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6708406521762557, + "FN": 18771, + "FP": 11774, + "IoU": 0.5047104798041219, + "TN": 97076209, + "TP": 31126, + "n_pred": 42900, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7882069822365991, + "FN": 88417, + "FP": 6192, + "IoU": 0.650446875565753, + "TN": 96867223, + "TP": 176048, + "n_pred": 182240, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2380311478561815, + "FN": 19277, + "FP": 538, + "IoU": 0.13509384548232212, + "TN": 97114970, + "TP": 3095, + "n_pred": 3633, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6909817328088638, + "FN": 20571, + "FP": 84464, + "IoU": 0.527862559390831, + "TN": 96915413, + "TP": 117432, + "n_pred": 201896, + "n_ref": 138003 + }, + "3": { + "Dice": 0.4772646996491393, + "FN": 97659, + "FP": 35535, + "IoU": 0.3134259116073362, + "TN": 96943882, + "TP": 60804, + "n_pred": 96339, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8310956352741112, + "FN": 1838, + "FP": 8591, + "IoU": 0.7110039626458281, + "TN": 97101793, + "TP": 25658, + "n_pred": 34249, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6538478539539406, + "FN": 7237, + "FP": 594, + "IoU": 0.4857161620805149, + "TN": 97122653, + "TP": 7396, + "n_pred": 7990, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9067254556033049, + "FN": 51777, + "FP": 246250, + "IoU": 0.8293666584029593, + "TN": 95391287, + "TP": 1448566, + "n_pred": 1694816, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8569870144372315, + "FN": 54713, + "FP": 11884, + "IoU": 0.7497613983932906, + "TN": 96871746, + "TP": 199537, + "n_pred": 211421, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9248841342024753, + "FN": 11214, + "FP": 7765, + "IoU": 0.8602646129832647, + "TN": 97002059, + "TP": 116842, + "n_pred": 124607, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7851542152159013, + "FN": 11303, + "FP": 20043, + "IoU": 0.6462994933595116, + "TN": 97049257, + "TP": 57277, + "n_pred": 77320, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9095198806482967, + "FN": 12564, + "FP": 19458, + "IoU": 0.8340545274580627, + "TN": 130573825, + "TP": 160945, + "n_pred": 180403, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6007116284408316, + "FN": 32762, + "FP": 26377, + "IoU": 0.4292979493365501, + "TN": 130663167, + "TP": 44486, + "n_pred": 70863, + "n_ref": 77248 + }, + "11": { + "Dice": 0.44246107102164833, + "FN": 2884, + "FP": 52, + "IoU": 0.2840770543769812, + "TN": 130762691, + "TP": 1165, + "n_pred": 1217, + "n_ref": 4049 + }, + "12": { + "Dice": 0.44387636532651636, + "FN": 2373, + "FP": 20, + "IoU": 0.2852449223416965, + "TN": 130763444, + "TP": 955, + "n_pred": 975, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5409697836505107, + "FN": 36025, + "FP": 6982, + "IoU": 0.37077352997117735, + "TN": 130698443, + "TP": 25342, + "n_pred": 32324, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9506871975586028, + "FN": 9429, + "FP": 6132, + "IoU": 0.9060093380607518, + "TN": 130601233, + "TP": 149998, + "n_pred": 156130, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7601326986874369, + "FN": 10345, + "FP": 1296, + "IoU": 0.613075849232201, + "TN": 130736706, + "TP": 18445, + "n_pred": 19741, + "n_ref": 28790 + }, + "2": { + "Dice": 0.798070225644293, + "FN": 18526, + "FP": 56270, + "IoU": 0.6639907278044573, + "TN": 130544191, + "TP": 147805, + "n_pred": 204075, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7251489629884267, + "FN": 64797, + "FP": 11959, + "IoU": 0.5688107409696085, + "TN": 130588782, + "TP": 101254, + "n_pred": 113213, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6711275342055328, + "FN": 13136, + "FP": 3329, + "IoU": 0.5050353224109424, + "TN": 130733527, + "TP": 16800, + "n_pred": 20129, + "n_ref": 29936 + }, + "5": { + "Dice": 0.29338361968617593, + "FN": 25008, + "FP": 5344, + "IoU": 0.17190952991569586, + "TN": 130730139, + "TP": 6301, + "n_pred": 11645, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9447116173809756, + "FN": 56600, + "FP": 93281, + "IoU": 0.8952165426443734, + "TN": 129336404, + "TP": 1280507, + "n_pred": 1373788, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8465529464320398, + "FN": 96868, + "FP": 29538, + "IoU": 0.7339330780839881, + "TN": 130291701, + "TP": 348685, + "n_pred": 378223, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8029537653091494, + "FN": 40745, + "FP": 52249, + "IoU": 0.670779241468915, + "TN": 130484325, + "TP": 189473, + "n_pred": 241722, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8214808486556785, + "FN": 26546, + "FP": 6261, + "IoU": 0.6970449718348878, + "TN": 130658502, + "TP": 75483, + "n_pred": 81744, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.609117225712983, + "FN": 87956, + "FP": 56929, + "IoU": 0.4379357031186354, + "TN": 71978235, + "TP": 112888, + "n_pred": 169817, + "n_ref": 200844 + }, + "10": { + "Dice": 0.27391578757551166, + "FN": 48992, + "FP": 23485, + "IoU": 0.15869201838696198, + "TN": 72149860, + "TP": 13671, + "n_pred": 37156, + "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": 0.5219520727654364, + "FN": 2579, + "FP": 154, + "IoU": 0.3531360946745562, + "TN": 72231783, + "TP": 1492, + "n_pred": 1646, + "n_ref": 4071 + }, + "13": { + "Dice": 0.29529036684289117, + "FN": 55804, + "FP": 14044, + "IoU": 0.1732203309580739, + "TN": 72151526, + "TP": 14634, + "n_pred": 28678, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4543838018351807, + "FN": 37176, + "FP": 50887, + "IoU": 0.2939822980470128, + "TN": 72111276, + "TP": 36669, + "n_pred": 87556, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5913666054534044, + "FN": 15596, + "FP": 1983, + "IoU": 0.41981583550612234, + "TN": 72205709, + "TP": 12720, + "n_pred": 14703, + "n_ref": 28316 + }, + "2": { + "Dice": 0.33095942208567797, + "FN": 101387, + "FP": 3360, + "IoU": 0.19829321495541694, + "TN": 72105353, + "TP": 25908, + "n_pred": 29268, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6780611331117788, + "FN": 31953, + "FP": 97469, + "IoU": 0.5129292663191766, + "TN": 71970293, + "TP": 136293, + "n_pred": 233762, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3830, + "IoU": 0.0, + "TN": 72232178, + "TP": 0, + "n_pred": 3830, + "n_ref": 0 + }, + "5": { + "Dice": 0.6679469273743017, + "FN": 2488, + "FP": 3218, + "IoU": 0.5014416775884666, + "TN": 72224563, + "TP": 5739, + "n_pred": 8957, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6014136189969227, + "FN": 557104, + "FP": 708340, + "IoU": 0.4300153549082782, + "TN": 70015871, + "TP": 954693, + "n_pred": 1663033, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.16628127442063054, + "FN": 287342, + "FP": 233292, + "IoU": 0.09067981479443825, + "TN": 71663455, + "TP": 51919, + "n_pred": 285211, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8772761508129902, + "FN": 8176, + "FP": 8444, + "IoU": 0.7813819501992818, + "TN": 72159985, + "TP": 59403, + "n_pred": 67847, + "n_ref": 67579 + }, + "9": { + "Dice": 0.2967010144580238, + "FN": 40334, + "FP": 3689, + "IoU": 0.17419197508863418, + "TN": 72182699, + "TP": 9286, + "n_pred": 12975, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0641584434603717, + "FN": 83472, + "FP": 77562, + "IoU": 0.03314240426528333, + "TN": 52386566, + "TP": 5520, + "n_pred": 83082, + "n_ref": 88992 + }, + "10": { + "Dice": 0.05118632978621048, + "FN": 45854, + "FP": 3453, + "IoU": 0.026265379070640044, + "TN": 52502483, + "TP": 1330, + "n_pred": 4783, + "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": 0.16027499378779095, + "FN": 19680, + "FP": 596, + "IoU": 0.08711899509252172, + "TN": 52530909, + "TP": 1935, + "n_pred": 2531, + "n_ref": 21615 + }, + "14": { + "Dice": 0.17260125898136963, + "FN": 50408, + "FP": 1642, + "IoU": 0.09445188677603994, + "TN": 52495641, + "TP": 5429, + "n_pred": 7071, + "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": 0.3989609469551613, + "FN": 101287, + "FP": 520, + "IoU": 0.24918876663028408, + "TN": 52417524, + "TP": 33789, + "n_pred": 34309, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6259932155418202, + "FN": 67894, + "FP": 21963, + "IoU": 0.4555968883288096, + "TN": 52388064, + "TP": 75199, + "n_pred": 97162, + "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": 0.6127060566771625, + "FN": 2974, + "FP": 1208, + "IoU": 0.4416555407209613, + "TN": 52545630, + "TP": 3308, + "n_pred": 4516, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8660979904265198, + "FN": 85897, + "FP": 126506, + "IoU": 0.7638208444063914, + "TN": 51653790, + "TP": 686927, + "n_pred": 813433, + "n_ref": 772824 + }, + "7": { + "Dice": 0.24083880783610695, + "FN": 162434, + "FP": 30667, + "IoU": 0.13690548024189764, + "TN": 52329389, + "TP": 30630, + "n_pred": 61297, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7277672809587703, + "FN": 19666, + "FP": 10159, + "IoU": 0.5720394312034552, + "TN": 52483429, + "TP": 39866, + "n_pred": 50025, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6975344350463564, + "FN": 33475, + "FP": 5217, + "IoU": 0.5355492335578043, + "TN": 52469813, + "TP": 44615, + "n_pred": 49832, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8699175558272627, + "FN": 29829, + "FP": 48794, + "IoU": 0.7697823820845875, + "TN": 143795734, + "TP": 262893, + "n_pred": 311687, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6310235219326128, + "FN": 48649, + "FP": 9391, + "IoU": 0.46094548156403825, + "TN": 144029580, + "TP": 49630, + "n_pred": 59021, + "n_ref": 98279 + }, + "11": { + "Dice": 0.21274298056155508, + "FN": 5831, + "FP": 1, + "IoU": 0.1190332326283988, + "TN": 144130630, + "TP": 788, + "n_pred": 789, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5508557457212714, + "FN": 3393, + "FP": 281, + "IoU": 0.38012485237050786, + "TN": 144131323, + "TP": 2253, + "n_pred": 2534, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5863438576735476, + "FN": 56397, + "FP": 11194, + "IoU": 0.4147712022165462, + "TN": 144021755, + "TP": 47904, + "n_pred": 59098, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5510757618510158, + "FN": 253851, + "FP": 707, + "IoU": 0.38033442145672214, + "TN": 143726451, + "TP": 156241, + "n_pred": 156948, + "n_ref": 410092 + }, + "15": { + "Dice": 0.03217492517459262, + "FN": 22279, + "FP": 1003, + "IoU": 0.016350500654865013, + "TN": 144113581, + "TP": 387, + "n_pred": 1390, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7186288173014349, + "FN": 17118, + "FP": 77571, + "IoU": 0.5608279841193277, + "TN": 143921642, + "TP": 120919, + "n_pred": 198490, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6475927145999618, + "FN": 84259, + "FP": 13626, + "IoU": 0.47884444397118564, + "TN": 143949427, + "TP": 89938, + "n_pred": 103564, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9141366962478592, + "FN": 4198, + "FP": 4626, + "IoU": 0.8418524625421178, + "TN": 144081454, + "TP": 46972, + "n_pred": 51598, + "n_ref": 51170 + }, + "5": { + "Dice": 0.3466229475619147, + "FN": 25155, + "FP": 1148, + "IoU": 0.2096454326923077, + "TN": 144103970, + "TP": 6977, + "n_pred": 8125, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8545524335038355, + "FN": 53972, + "FP": 390128, + "IoU": 0.7460423842165428, + "TN": 142388533, + "TP": 1304617, + "n_pred": 1694745, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7674105215208613, + "FN": 87330, + "FP": 10706, + "IoU": 0.6226002533039223, + "TN": 143877483, + "TP": 161731, + "n_pred": 172437, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7961192092062556, + "FN": 60489, + "FP": 25880, + "IoU": 0.6612940544398561, + "TN": 143882253, + "TP": 168628, + "n_pred": 194508, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8876129978011239, + "FN": 10901, + "FP": 10259, + "IoU": 0.7979354271908632, + "TN": 144032531, + "TP": 83559, + "n_pred": 93818, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8550498967653132, + "FN": 15230, + "FP": 52166, + "IoU": 0.7468010128560587, + "TN": 111512742, + "TP": 198782, + "n_pred": 250948, + "n_ref": 214012 + }, + "10": { + "Dice": 0.36609356472997734, + "FN": 32417, + "FP": 14629, + "IoU": 0.2240602991868846, + "TN": 111718289, + "TP": 13585, + "n_pred": 28214, + "n_ref": 46002 + }, + "11": { + "Dice": 0.19881376037959667, + "FN": 3376, + "FP": 1, + "IoU": 0.11037934668071654, + "TN": 111775124, + "TP": 419, + "n_pred": 420, + "n_ref": 3795 + }, + "12": { + "Dice": 0.38785604639263177, + "FN": 3523, + "FP": 66, + "IoU": 0.24058400338552688, + "TN": 111774194, + "TP": 1137, + "n_pred": 1203, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4490915398291488, + "FN": 32230, + "FP": 18588, + "IoU": 0.28956676126434694, + "TN": 111707389, + "TP": 20713, + "n_pred": 39301, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8399126198577173, + "FN": 5082, + "FP": 28042, + "IoU": 0.7240080654568481, + "TN": 111658902, + "TP": 86894, + "n_pred": 114936, + "n_ref": 91976 + }, + "15": { + "Dice": 0.17566414471812958, + "FN": 9188, + "FP": 5303, + "IoU": 0.09628936700966635, + "TN": 111762885, + "TP": 1544, + "n_pred": 6847, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7433342607405347, + "FN": 78066, + "FP": 10496, + "IoU": 0.5915131108599894, + "TN": 111562115, + "TP": 128243, + "n_pred": 138739, + "n_ref": 206309 + }, + "3": { + "Dice": 0.29304634631011806, + "FN": 41982, + "FP": 61545, + "IoU": 0.17167797478077193, + "TN": 111653936, + "TP": 21457, + "n_pred": 83002, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8519924616939338, + "FN": 3082, + "FP": 2337, + "IoU": 0.7421488389798249, + "TN": 111757904, + "TP": 15597, + "n_pred": 17934, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0841451362417055, + "FN": 25224, + "FP": 724, + "IoU": 0.04392041267501842, + "TN": 111751780, + "TP": 1192, + "n_pred": 1916, + "n_ref": 26416 + }, + "6": { + "Dice": 0.951350640490858, + "FN": 77305, + "FP": 41073, + "IoU": 0.9072152019776868, + "TN": 110503086, + "TP": 1157456, + "n_pred": 1198529, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6524426577478286, + "FN": 119591, + "FP": 6980, + "IoU": 0.4841668976085291, + "TN": 111533548, + "TP": 118801, + "n_pred": 125781, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7781178887872062, + "FN": 55326, + "FP": 71236, + "IoU": 0.6368191183475761, + "TN": 111430438, + "TP": 221920, + "n_pred": 293156, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7703330275825707, + "FN": 27010, + "FP": 4789, + "IoU": 0.626456630015976, + "TN": 111693792, + "TP": 53329, + "n_pred": 58118, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7731898945739716, + "FN": 59465, + "FP": 2688, + "IoU": 0.6302441520119935, + "TN": 198919783, + "TP": 105939, + "n_pred": 108627, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6798466235660818, + "FN": 20486, + "FP": 19675, + "IoU": 0.514975483683969, + "TN": 199005073, + "TP": 42641, + "n_pred": 62316, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6145437983907697, + "FN": 2411, + "FP": 128, + "IoU": 0.4435678281832128, + "TN": 199083312, + "TP": 2024, + "n_pred": 2152, + "n_ref": 4435 + }, + "12": { + "Dice": 0.3039959534648457, + "FN": 2734, + "FP": 18, + "IoU": 0.17924246943036087, + "TN": 199084522, + "TP": 601, + "n_pred": 619, + "n_ref": 3335 + }, + "13": { + "Dice": 0.1857008269653512, + "FN": 31159, + "FP": 7736, + "IoU": 0.10235402723286406, + "TN": 199044545, + "TP": 4435, + "n_pred": 12171, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6721249676036095, + "FN": 18421, + "FP": 9411, + "IoU": 0.5061658297698681, + "TN": 199031516, + "TP": 28527, + "n_pred": 37938, + "n_ref": 46948 + }, + "15": { + "Dice": 0.0005338989776556063, + "FN": 138529, + "FP": 0, + "IoU": 0.00026702076988583057, + "TN": 198949309, + "TP": 37, + "n_pred": 37, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9174853249794702, + "FN": 8914, + "FP": 12790, + "IoU": 0.8475500112384805, + "TN": 198945507, + "TP": 120664, + "n_pred": 133454, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9238895261881598, + "FN": 11580, + "FP": 9386, + "IoU": 0.8585452410991992, + "TN": 198939658, + "TP": 127251, + "n_pred": 136637, + "n_ref": 138831 + }, + "4": { + "Dice": 0.11795745616445885, + "FN": 16047, + "FP": 0, + "IoU": 0.06267523364485982, + "TN": 199070755, + "TP": 1073, + "n_pred": 1073, + "n_ref": 17120 + }, + "5": { + "Dice": 0.23946990799358486, + "FN": 17231, + "FP": 789, + "IoU": 0.13602147959917535, + "TN": 199067018, + "TP": 2837, + "n_pred": 3626, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9059843078474566, + "FN": 39224, + "FP": 192350, + "IoU": 0.828127342547415, + "TN": 197740517, + "TP": 1115784, + "n_pred": 1308134, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7431335841012668, + "FN": 48801, + "FP": 25428, + "IoU": 0.5912590031056585, + "TN": 198906271, + "TP": 107375, + "n_pred": 132803, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8899575973616136, + "FN": 18241, + "FP": 6517, + "IoU": 0.8017329745659555, + "TN": 198963003, + "TP": 100114, + "n_pred": 106631, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8434472156481987, + "FN": 20004, + "FP": 10954, + "IoU": 0.7292768882320534, + "TN": 198973522, + "TP": 83395, + "n_pred": 94349, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8837277966413285, + "FN": 25741, + "FP": 16002, + "IoU": 0.7916776875589514, + "TN": 130874815, + "TP": 158634, + "n_pred": 174636, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6436094182659817, + "FN": 28913, + "FP": 30678, + "IoU": 0.47450153881427526, + "TN": 130961793, + "TP": 53808, + "n_pred": 84486, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5136278991027594, + "FN": 2554, + "FP": 319, + "IoU": 0.34555808656036446, + "TN": 131070802, + "TP": 1517, + "n_pred": 1836, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6811566449636155, + "FN": 1078, + "FP": 2252, + "IoU": 0.5164803252504719, + "TN": 131068305, + "TP": 3557, + "n_pred": 5809, + "n_ref": 4635 + }, + "13": { + "Dice": 0.31001662119358986, + "FN": 70387, + "FP": 17619, + "IoU": 0.1834435918609722, + "TN": 130967415, + "TP": 19771, + "n_pred": 37390, + "n_ref": 90158 + }, + "14": { + "Dice": 0.7089900790829441, + "FN": 24204, + "FP": 2401, + "IoU": 0.5491747720879792, + "TN": 131016178, + "TP": 32409, + "n_pred": 34810, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7364607103663317, + "FN": 6440, + "FP": 8689, + "IoU": 0.5828554097275835, + "TN": 131038924, + "TP": 21139, + "n_pred": 29828, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6817341214533633, + "FN": 71967, + "FP": 10468, + "IoU": 0.5171446311004897, + "TN": 130904468, + "TP": 88289, + "n_pred": 98757, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7578576025552404, + "FN": 31098, + "FP": 70488, + "IoU": 0.6101213549382479, + "TN": 130814634, + "TP": 158972, + "n_pred": 229460, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5674515960230246, + "FN": 43259, + "FP": 2204, + "IoU": 0.3961133839859731, + "TN": 130999908, + "TP": 29821, + "n_pred": 32025, + "n_ref": 73080 + }, + "5": { + "Dice": 0.47715934657145653, + "FN": 9821, + "FP": 869, + "IoU": 0.31333504624871533, + "TN": 131059624, + "TP": 4878, + "n_pred": 5747, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7953016138598338, + "FN": 55292, + "FP": 671907, + "IoU": 0.6601665802906627, + "TN": 128935323, + "TP": 1412670, + "n_pred": 2084577, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.49502356509233814, + "FN": 464277, + "FP": 174093, + "IoU": 0.3289244626097487, + "TN": 130123928, + "TP": 312894, + "n_pred": 486987, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8866848232226779, + "FN": 21400, + "FP": 5894, + "IoU": 0.7964364824248029, + "TN": 130941111, + "TP": 106787, + "n_pred": 112681, + "n_ref": 128187 + }, + "9": { + "Dice": 0.49742800873987125, + "FN": 40159, + "FP": 11134, + "IoU": 0.3310510322521747, + "TN": 130998515, + "TP": 25384, + "n_pred": 36518, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8139449649501214, + "FN": 22327, + "FP": 66003, + "IoU": 0.6862623916232449, + "TN": 101335659, + "TP": 193211, + "n_pred": 259214, + "n_ref": 215538 + }, + "10": { + "Dice": 0.44802927927927927, + "FN": 29909, + "FP": 9303, + "IoU": 0.288684105503755, + "TN": 101562074, + "TP": 15914, + "n_pred": 25217, + "n_ref": 45823 + }, + "11": { + "Dice": 0.5416911332941867, + "FN": 3114, + "FP": 8, + "IoU": 0.3714515804308436, + "TN": 101612233, + "TP": 1845, + "n_pred": 1853, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7523418587517103, + "FN": 1916, + "FP": 437, + "IoU": 0.6030032056689725, + "TN": 101611273, + "TP": 3574, + "n_pred": 4011, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6092778411897988, + "FN": 24320, + "FP": 21550, + "IoU": 0.4381017713207732, + "TN": 101535566, + "TP": 35764, + "n_pred": 57314, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9029006181645268, + "FN": 4806, + "FP": 7446, + "IoU": 0.8229889042995839, + "TN": 101547984, + "TP": 56964, + "n_pred": 64410, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5900868306801736, + "FN": 18587, + "FP": 1807, + "IoU": 0.4185270721067488, + "TN": 101582127, + "TP": 14679, + "n_pred": 16486, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7549706257448099, + "FN": 27899, + "FP": 65861, + "IoU": 0.6063878020520226, + "TN": 101378996, + "TP": 144444, + "n_pred": 210305, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6804542737597131, + "FN": 73364, + "FP": 20191, + "IoU": 0.5156731291900707, + "TN": 101424035, + "TP": 99610, + "n_pred": 119801, + "n_ref": 172974 + }, + "4": { + "Dice": 0.42353145260966674, + "FN": 6447, + "FP": 20138, + "IoU": 0.2686583587796759, + "TN": 101580849, + "TP": 9766, + "n_pred": 29904, + "n_ref": 16213 + }, + "5": { + "Dice": 0.515548808538044, + "FN": 19164, + "FP": 1898, + "IoU": 0.3472992655489789, + "TN": 101584931, + "TP": 11207, + "n_pred": 13105, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8712394665900798, + "FN": 198937, + "FP": 195593, + "IoU": 0.7718550044960518, + "TN": 99887905, + "TP": 1334765, + "n_pred": 1530358, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8464019410232968, + "FN": 68170, + "FP": 62367, + "IoU": 0.7337061071116017, + "TN": 101127001, + "TP": 359662, + "n_pred": 422029, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7863107287449392, + "FN": 70354, + "FP": 17474, + "IoU": 0.6478682372563327, + "TN": 101367782, + "TP": 161590, + "n_pred": 179064, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8150240120426555, + "FN": 19817, + "FP": 7954, + "IoU": 0.6877979134814282, + "TN": 101528248, + "TP": 61181, + "n_pred": 69135, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8176769917277733, + "FN": 54918, + "FP": 14950, + "IoU": 0.6915851133800361, + "TN": 118955673, + "TP": 156671, + "n_pred": 171621, + "n_ref": 211589 + }, + "10": { + "Dice": 0.680892597879531, + "FN": 24940, + "FP": 27370, + "IoU": 0.5161767698255609, + "TN": 119074094, + "TP": 55808, + "n_pred": 83178, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5159545700378583, + "FN": 2607, + "FP": 78, + "IoU": 0.34766763848396504, + "TN": 119178096, + "TP": 1431, + "n_pred": 1509, + "n_ref": 4038 + }, + "12": { + "Dice": 0.05139868091880828, + "FN": 4022, + "FP": 149, + "IoU": 0.026377217553688142, + "TN": 119177928, + "TP": 113, + "n_pred": 262, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5464610517991301, + "FN": 15800, + "FP": 12875, + "IoU": 0.37595212187159954, + "TN": 119136262, + "TP": 17275, + "n_pred": 30150, + "n_ref": 33075 + }, + "14": { + "Dice": 0.014036154499043565, + "FN": 65313, + "FP": 12518, + "IoU": 0.007067678765069848, + "TN": 119103827, + "TP": 554, + "n_pred": 13072, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3556714280468549, + "FN": 15877, + "FP": 1670, + "IoU": 0.21630192050022332, + "TN": 119159822, + "TP": 4843, + "n_pred": 6513, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8099002357198981, + "FN": 57426, + "FP": 6446, + "IoU": 0.6805313806694276, + "TN": 118982280, + "TP": 136060, + "n_pred": 142506, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8870637966103493, + "FN": 29749, + "FP": 12838, + "IoU": 0.7970481990869147, + "TN": 118972374, + "TP": 167251, + "n_pred": 180089, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5102384901966116, + "FN": 24574, + "FP": 11446, + "IoU": 0.3424967599437782, + "TN": 119127429, + "TP": 18763, + "n_pred": 30209, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6831432657401636, + "FN": 8407, + "FP": 234, + "IoU": 0.5187680997995099, + "TN": 119164256, + "TP": 9315, + "n_pred": 9549, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9290452065869843, + "FN": 57202, + "FP": 199675, + "IoU": 0.8674924584129448, + "TN": 117243628, + "TP": 1681707, + "n_pred": 1881382, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6699605248262691, + "FN": 114162, + "FP": 66596, + "IoU": 0.5037147673671551, + "TN": 118817990, + "TP": 183464, + "n_pred": 250060, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8296690335212663, + "FN": 11823, + "FP": 17059, + "IoU": 0.7089182951533415, + "TN": 119082989, + "TP": 70341, + "n_pred": 87400, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6831229884641811, + "FN": 38295, + "FP": 5518, + "IoU": 0.5187447138039741, + "TN": 119091173, + "TP": 47226, + "n_pred": 52744, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 67684, + "IoU": 0.0, + "TN": 61264796, + "TP": 0, + "n_pred": 67684, + "n_ref": 0 + }, + "10": { + "Dice": 0.6129300035174112, + "FN": 12646, + "FP": 14865, + "IoU": 0.4418883005700607, + "TN": 61283187, + "TP": 21782, + "n_pred": 36647, + "n_ref": 34428 + }, + "11": { + "Dice": 0.6426786606696652, + "FN": 1935, + "FP": 210, + "IoU": 0.4734904270986745, + "TN": 61328406, + "TP": 1929, + "n_pred": 2139, + "n_ref": 3864 + }, + "12": { + "Dice": 0.13025936599423632, + "FN": 4511, + "FP": 16, + "IoU": 0.06966707768187423, + "TN": 61327614, + "TP": 339, + "n_pred": 355, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3732739637699673, + "FN": 37355, + "FP": 14160, + "IoU": 0.22946332415938733, + "TN": 61265624, + "TP": 15341, + "n_pred": 29501, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7279382694803231, + "FN": 114070, + "FP": 2916, + "IoU": 0.5722507422520585, + "TN": 61058988, + "TP": 156506, + "n_pred": 159422, + "n_ref": 270576 + }, + "15": { + "Dice": 0.25151440008501896, + "FN": 84028, + "FP": 488, + "IoU": 0.14384699542120832, + "TN": 61233764, + "TP": 14200, + "n_pred": 14688, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6636714201095213, + "FN": 78590, + "FP": 4877, + "IoU": 0.49663790036123723, + "TN": 61166661, + "TP": 82352, + "n_pred": 87229, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7748660987095151, + "FN": 10087, + "FP": 58806, + "IoU": 0.6324746200340355, + "TN": 61145029, + "TP": 118558, + "n_pred": 177364, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7298837913752272, + "FN": 15684, + "FP": 3934, + "IoU": 0.5746590638076448, + "TN": 61286357, + "TP": 26505, + "n_pred": 30439, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5102459016393442, + "FN": 5584, + "FP": 152, + "IoU": 0.3425034387895461, + "TN": 61323756, + "TP": 2988, + "n_pred": 3140, + "n_ref": 8572 + }, + "6": { + "Dice": 0.888671458785411, + "FN": 42612, + "FP": 248898, + "IoU": 0.7996478321470692, + "TN": 59877492, + "TP": 1163478, + "n_pred": 1412376, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3806573355430484, + "FN": 146231, + "FP": 42492, + "IoU": 0.23506904616182783, + "TN": 61085761, + "TP": 57996, + "n_pred": 100488, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7725570183571296, + "FN": 30133, + "FP": 532, + "IoU": 0.6294035893407457, + "TN": 61249735, + "TP": 52080, + "n_pred": 52612, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8009351256575102, + "FN": 11984, + "FP": 13561, + "IoU": 0.6679664651978944, + "TN": 61255545, + "TP": 51390, + "n_pred": 64951, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9113467607470273, + "FN": 19195, + "FP": 11537, + "IoU": 0.8371322730572941, + "TN": 148918807, + "TP": 157961, + "n_pred": 169498, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5232697771139033, + "FN": 46003, + "FP": 2828, + "IoU": 0.3543435144783816, + "TN": 149031870, + "TP": 26799, + "n_pred": 29627, + "n_ref": 72802 + }, + "11": { + "Dice": 0.46972799064053816, + "FN": 1801, + "FP": 12, + "IoU": 0.3069571865443425, + "TN": 149104884, + "TP": 803, + "n_pred": 815, + "n_ref": 2604 + }, + "12": { + "Dice": 0.08782254413761884, + "FN": 2000, + "FP": 15, + "IoU": 0.045928030303030304, + "TN": 149105388, + "TP": 97, + "n_pred": 112, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0882256812517874, + "FN": 80048, + "FP": 9222, + "IoU": 0.046148585838079265, + "TN": 149013911, + "TP": 4319, + "n_pred": 13541, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8799404011238089, + "FN": 2708, + "FP": 21949, + "IoU": 0.7856192670521236, + "TN": 148992485, + "TP": 90358, + "n_pred": 112307, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6888595305395109, + "FN": 15622, + "FP": 4632, + "IoU": 0.5253895723491505, + "TN": 149064825, + "TP": 22421, + "n_pred": 27053, + "n_ref": 38043 + }, + "2": { + "Dice": 0.6633038459125415, + "FN": 77711, + "FP": 2788, + "IoU": 0.49622634424752177, + "TN": 148947708, + "TP": 79293, + "n_pred": 82081, + "n_ref": 157004 + }, + "3": { + "Dice": 0.09017146146571456, + "FN": 53507, + "FP": 79257, + "IoU": 0.04721442770716864, + "TN": 148968157, + "TP": 6579, + "n_pred": 85836, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9014660892367595, + "FN": 3144, + "FP": 1816, + "IoU": 0.8206083402654707, + "TN": 149079851, + "TP": 22689, + "n_pred": 24505, + "n_ref": 25833 + }, + "5": { + "Dice": 0.07657887284055509, + "FN": 32364, + "FP": 242, + "IoU": 0.03981388774368337, + "TN": 149073542, + "TP": 1352, + "n_pred": 1594, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9480751693929759, + "FN": 59647, + "FP": 54974, + "IoU": 0.9012765378357683, + "TN": 147946469, + "TP": 1046410, + "n_pred": 1101384, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6778004934790272, + "FN": 130914, + "FP": 6198, + "IoU": 0.5126310289303347, + "TN": 148826169, + "TP": 144219, + "n_pred": 150417, + "n_ref": 275133 + }, + "8": { + "Dice": 0.838777186396477, + "FN": 48308, + "FP": 21180, + "IoU": 0.7223223455226236, + "TN": 148857253, + "TP": 180759, + "n_pred": 201939, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7294311220500548, + "FN": 33845, + "FP": 5950, + "IoU": 0.5740980553742093, + "TN": 149014063, + "TP": 53642, + "n_pred": 59592, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5252485563902706, + "FN": 297207, + "FP": 96690, + "IoU": 0.3561607338417834, + "TN": 100101006, + "TP": 217897, + "n_pred": 314587, + "n_ref": 515104 + }, + "10": { + "Dice": 0.10326894502228826, + "FN": 36108, + "FP": 4930, + "IoU": 0.05444575009792401, + "TN": 100669399, + "TP": 2363, + "n_pred": 7293, + "n_ref": 38471 + }, + "11": { + "Dice": 0.23097769439232854, + "FN": 2927, + "FP": 762, + "IoU": 0.1305679943436248, + "TN": 100708557, + "TP": 554, + "n_pred": 1316, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0773286467486819, + "FN": 5631, + "FP": 144, + "IoU": 0.04021937842778794, + "TN": 100706783, + "TP": 242, + "n_pred": 386, + "n_ref": 5873 + }, + "13": { + "Dice": 0.06312505342336952, + "FN": 37678, + "FP": 6164, + "IoU": 0.03259118691939363, + "TN": 100667481, + "TP": 1477, + "n_pred": 7641, + "n_ref": 39155 + }, + "14": { + "Dice": 0.30740429515067064, + "FN": 124995, + "FP": 5231, + "IoU": 0.18161708331762252, + "TN": 100553674, + "TP": 28900, + "n_pred": 34131, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0, + "FN": 95266, + "FP": 0, + "IoU": 0.0, + "TN": 100617534, + "TP": 0, + "n_pred": 0, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2279929112778553, + "FN": 202923, + "FP": 1821, + "IoU": 0.128663656442971, + "TN": 100477823, + "TP": 30233, + "n_pred": 32054, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7110390350244207, + "FN": 36727, + "FP": 115441, + "IoU": 0.551637368659874, + "TN": 100373414, + "TP": 187218, + "n_pred": 302659, + "n_ref": 223945 + }, + "4": { + "Dice": 0.19351625605030115, + "FN": 51435, + "FP": 384, + "IoU": 0.1071231649321111, + "TN": 100654764, + "TP": 6217, + "n_pred": 6601, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 20, + "IoU": 0.0, + "TN": 100696307, + "TP": 0, + "n_pred": 20, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5767647394612601, + "FN": 961619, + "FP": 676927, + "IoU": 0.4052490515467809, + "TN": 97957788, + "TP": 1116466, + "n_pred": 1793393, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.45028257479289774, + "FN": 93619, + "FP": 98488, + "IoU": 0.2905578574963255, + "TN": 100442014, + "TP": 78679, + "n_pred": 177167, + "n_ref": 172298 + }, + "8": { + "Dice": 0.797700714157406, + "FN": 23846, + "FP": 17823, + "IoU": 0.6634793212892597, + "TN": 100588977, + "TP": 82154, + "n_pred": 99977, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6129379831724966, + "FN": 49804, + "FP": 15935, + "IoU": 0.4418965956363019, + "TN": 100595010, + "TP": 52051, + "n_pred": 67986, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5840794443123895, + "FN": 33604, + "FP": 29388, + "IoU": 0.4125086269608849, + "TN": 78843478, + "TP": 44230, + "n_pred": 73618, + "n_ref": 77834 + }, + "10": { + "Dice": 0.3056262157713602, + "FN": 30774, + "FP": 6350, + "IoU": 0.18037709188855036, + "TN": 78905406, + "TP": 8170, + "n_pred": 14520, + "n_ref": 38944 + }, + "11": { + "Dice": 0.12492033142128744, + "FN": 1270, + "FP": 103, + "IoU": 0.06662134602311352, + "TN": 78949229, + "TP": 98, + "n_pred": 201, + "n_ref": 1368 + }, + "12": { + "Dice": 0.010869565217391304, + "FN": 2546, + "FP": 2, + "IoU": 0.00546448087431694, + "TN": 78948138, + "TP": 14, + "n_pred": 16, + "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": 0.44586718068750286, + "FN": 17554, + "FP": 6594, + "IoU": 0.2868912972861235, + "TN": 78916837, + "TP": 9715, + "n_pred": 16309, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7180882602066746, + "FN": 25208, + "FP": 1418, + "IoU": 0.5601698135024861, + "TN": 78890163, + "TP": 33911, + "n_pred": 35329, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6159704703707013, + "FN": 55315, + "FP": 554, + "IoU": 0.4450558728582071, + "TN": 78850025, + "TP": 44806, + "n_pred": 45360, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7242493060812516, + "FN": 27273, + "FP": 16439, + "IoU": 0.567704418687448, + "TN": 78849584, + "TP": 57404, + "n_pred": 73843, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7062680115273775, + "FN": 7325, + "FP": 829, + "IoU": 0.545915241966921, + "TN": 78932743, + "TP": 9803, + "n_pred": 10632, + "n_ref": 17128 + }, + "5": { + "Dice": 0.11812846605287244, + "FN": 32604, + "FP": 154, + "IoU": 0.0627718013275349, + "TN": 78915748, + "TP": 2194, + "n_pred": 2348, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8139634022956146, + "FN": 198240, + "FP": 34361, + "IoU": 0.6862886051501856, + "TN": 78209251, + "TP": 508848, + "n_pred": 543209, + "n_ref": 707088 + }, + "7": { + "Dice": 0.376319886597526, + "FN": 546961, + "FP": 30288, + "IoU": 0.23176972082815966, + "TN": 78199299, + "TP": 174152, + "n_pred": 204440, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8267553438825402, + "FN": 96412, + "FP": 1948, + "IoU": 0.7046742890084551, + "TN": 78617644, + "TP": 234696, + "n_pred": 236644, + "n_ref": 331108 + }, + "9": { + "Dice": 0.357017145452481, + "FN": 44471, + "FP": 831, + "IoU": 0.21729815649890288, + "TN": 78892821, + "TP": 12577, + "n_pred": 13408, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8478818302177547, + "FN": 11472, + "FP": 37589, + "IoU": 0.7359330426825986, + "TN": 104818650, + "TP": 136729, + "n_pred": 174318, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6373010450669299, + "FN": 36863, + "FP": 20471, + "IoU": 0.46767559537625925, + "TN": 104896735, + "TP": 50371, + "n_pred": 70842, + "n_ref": 87234 + }, + "11": { + "Dice": 0.34946646341463417, + "FN": 3414, + "FP": 0, + "IoU": 0.21172939274994226, + "TN": 105000109, + "TP": 917, + "n_pred": 917, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6825503355704698, + "FN": 1782, + "FP": 1056, + "IoU": 0.5180845644421803, + "TN": 104998551, + "TP": 3051, + "n_pred": 4107, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6120908483633934, + "FN": 41166, + "FP": 5290, + "IoU": 0.4410165086393608, + "TN": 104921332, + "TP": 36652, + "n_pred": 41942, + "n_ref": 77818 + }, + "14": { + "Dice": 0.941447722660187, + "FN": 1892, + "FP": 6590, + "IoU": 0.8893729131886478, + "TN": 104927768, + "TP": 68190, + "n_pred": 74780, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7272504412629928, + "FN": 9527, + "FP": 1599, + "IoU": 0.5714010555106129, + "TN": 104978481, + "TP": 14833, + "n_pred": 16432, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7427177373062673, + "FN": 28423, + "FP": 70183, + "IoU": 0.5907326933213798, + "TN": 104763507, + "TP": 142327, + "n_pred": 212510, + "n_ref": 170750 + }, + "3": { + "Dice": 0.605699008065872, + "FN": 79688, + "FP": 16469, + "IoU": 0.4344105121991389, + "TN": 104834428, + "TP": 73855, + "n_pred": 90324, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4735, + "IoU": 0.0, + "TN": 104999705, + "TP": 0, + "n_pred": 4735, + "n_ref": 0 + }, + "5": { + "Dice": 0.4486368496079829, + "FN": 20009, + "FP": 4745, + "IoU": 0.2891888011486001, + "TN": 104969615, + "TP": 10071, + "n_pred": 14816, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9011626551992452, + "FN": 37195, + "FP": 225741, + "IoU": 0.8201055956672525, + "TN": 103542827, + "TP": 1198677, + "n_pred": 1424418, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8306951599539851, + "FN": 39094, + "FP": 38761, + "IoU": 0.7104179607443473, + "TN": 104735587, + "TP": 190998, + "n_pred": 229759, + "n_ref": 230092 + }, + "8": { + "Dice": 0.800783351976806, + "FN": 120633, + "FP": 1539, + "IoU": 0.6677553662191305, + "TN": 104636723, + "TP": 245545, + "n_pred": 247084, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8249009583250337, + "FN": 19011, + "FP": 12635, + "IoU": 0.7019841979866088, + "TN": 104898251, + "TP": 74543, + "n_pred": 87178, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6356793923410883, + "FN": 201784, + "FP": 46189, + "IoU": 0.46593109330208976, + "TN": 177211979, + "TP": 216336, + "n_pred": 262525, + "n_ref": 418120 + }, + "10": { + "Dice": 0.26618425663708434, + "FN": 57909, + "FP": 19568, + "IoU": 0.15352511225950247, + "TN": 177584759, + "TP": 14052, + "n_pred": 33620, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5036038859291758, + "FN": 3136, + "FP": 32, + "IoU": 0.33654450261780106, + "TN": 177671513, + "TP": 1607, + "n_pred": 1639, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6354143523661409, + "FN": 2338, + "FP": 944, + "IoU": 0.4656463692608271, + "TN": 177670146, + "TP": 2860, + "n_pred": 3804, + "n_ref": 5198 + }, + "13": { + "Dice": 0.71310975390953, + "FN": 27401, + "FP": 12574, + "IoU": 0.5541340888051128, + "TN": 177586631, + "TP": 49682, + "n_pred": 62256, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9356898722791869, + "FN": 3424, + "FP": 6586, + "IoU": 0.8791515253950816, + "TN": 177593457, + "TP": 72821, + "n_pred": 79407, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6593927012721701, + "FN": 8967, + "FP": 5705, + "IoU": 0.491861189997922, + "TN": 177647414, + "TP": 14202, + "n_pred": 19907, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7348673742228637, + "FN": 35173, + "FP": 94129, + "IoU": 0.5808619264493752, + "TN": 177367793, + "TP": 179193, + "n_pred": 273322, + "n_ref": 214366 + }, + "3": { + "Dice": 0.628330338789259, + "FN": 105105, + "FP": 15494, + "IoU": 0.45807701122050515, + "TN": 177453749, + "TP": 101940, + "n_pred": 117434, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6775311285142825, + "FN": 10382, + "FP": 12512, + "IoU": 0.5123229310895729, + "TN": 177629343, + "TP": 24051, + "n_pred": 36563, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5865800865800865, + "FN": 16276, + "FP": 4734, + "IoU": 0.41500765696784075, + "TN": 177640373, + "TP": 14905, + "n_pred": 19639, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8611983517372739, + "FN": 76122, + "FP": 481354, + "IoU": 0.756232091032759, + "TN": 175389375, + "TP": 1729437, + "n_pred": 2210791, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7944765182150874, + "FN": 95301, + "FP": 45885, + "IoU": 0.6590303135686547, + "TN": 177262216, + "TP": 272886, + "n_pred": 318771, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7696390213234139, + "FN": 52544, + "FP": 35394, + "IoU": 0.625539199196045, + "TN": 177441449, + "TP": 146901, + "n_pred": 182295, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8634771266555541, + "FN": 25663, + "FP": 8982, + "IoU": 0.7597534083186552, + "TN": 177532082, + "TP": 109561, + "n_pred": 118543, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.900819237640618, + "FN": 26468, + "FP": 8895, + "IoU": 0.819536939226463, + "TN": 193809578, + "TP": 160594, + "n_pred": 169489, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7979104992934828, + "FN": 24649, + "FP": 6958, + "IoU": 0.6637696268243904, + "TN": 193911531, + "TP": 62397, + "n_pred": 69355, + "n_ref": 87046 + }, + "11": { + "Dice": 0.16671575846833578, + "FN": 2829, + "FP": 0, + "IoU": 0.09093830334190231, + "TN": 194002423, + "TP": 283, + "n_pred": 283, + "n_ref": 3112 + }, + "12": { + "Dice": 0.3255616786774057, + "FN": 3182, + "FP": 0, + "IoU": 0.19443037974683544, + "TN": 194001585, + "TP": 768, + "n_pred": 768, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5722237886905033, + "FN": 35421, + "FP": 11610, + "IoU": 0.40077974696446544, + "TN": 193927048, + "TP": 31456, + "n_pred": 43066, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8068319889523463, + "FN": 533, + "FP": 35556, + "IoU": 0.6762098727771896, + "TN": 193894077, + "TP": 75369, + "n_pred": 110925, + "n_ref": 75902 + }, + "15": { + "Dice": 0.786824593407158, + "FN": 5654, + "FP": 2643, + "IoU": 0.6485662247448007, + "TN": 193981926, + "TP": 15312, + "n_pred": 17955, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7233758950559588, + "FN": 49897, + "FP": 18173, + "IoU": 0.5666318630946318, + "TN": 193848463, + "TP": 89002, + "n_pred": 107175, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7198152947562365, + "FN": 40401, + "FP": 32897, + "IoU": 0.5622745622626185, + "TN": 193838083, + "TP": 94154, + "n_pred": 127051, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7390205465195802, + "FN": 8602, + "FP": 175, + "IoU": 0.5860686662893794, + "TN": 193984331, + "TP": 12427, + "n_pred": 12602, + "n_ref": 21029 + }, + "5": { + "Dice": 0.013340744858254585, + "FN": 27078, + "FP": 1322, + "IoU": 0.006715165081141578, + "TN": 193976943, + "TP": 192, + "n_pred": 1514, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9149598431082827, + "FN": 74907, + "FP": 168660, + "IoU": 0.8432497519071933, + "TN": 192451681, + "TP": 1310287, + "n_pred": 1478947, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7934190342055923, + "FN": 100860, + "FP": 14281, + "IoU": 0.6575762892821774, + "TN": 193669282, + "TP": 221112, + "n_pred": 235393, + "n_ref": 321972 + }, + "8": { + "Dice": 0.867590445703898, + "FN": 44770, + "FP": 15249, + "IoU": 0.766145466021952, + "TN": 193748884, + "TP": 196632, + "n_pred": 211881, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7100168190497869, + "FN": 42271, + "FP": 3591, + "IoU": 0.5504078111520665, + "TN": 193903527, + "TP": 56146, + "n_pred": 59737, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8708032915198224, + "FN": 9317, + "FP": 21880, + "IoU": 0.7711705896591434, + "TN": 99519467, + "TP": 105136, + "n_pred": 127016, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6991268618387263, + "FN": 30849, + "FP": 4299, + "IoU": 0.5374289324068224, + "TN": 99579816, + "TP": 40836, + "n_pred": 45135, + "n_ref": 71685 + }, + "11": { + "Dice": 0.15033011681056374, + "FN": 3346, + "FP": 0, + "IoU": 0.08127402526084569, + "TN": 99652158, + "TP": 296, + "n_pred": 296, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0044742729306487695, + "FN": 3560, + "FP": 0, + "IoU": 0.002242152466367713, + "TN": 99652232, + "TP": 8, + "n_pred": 8, + "n_ref": 3568 + }, + "13": { + "Dice": 0.4018429823824328, + "FN": 31084, + "FP": 11628, + "IoU": 0.25144149038714314, + "TN": 99598741, + "TP": 14347, + "n_pred": 25975, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3689139936399146, + "FN": 41437, + "FP": 2024, + "IoU": 0.2261769104764618, + "TN": 99599636, + "TP": 12703, + "n_pred": 14727, + "n_ref": 54140 + }, + "15": { + "Dice": 0.35690447704804484, + "FN": 29445, + "FP": 1194, + "IoU": 0.2172146853682839, + "TN": 99616659, + "TP": 8502, + "n_pred": 9696, + "n_ref": 37947 + }, + "2": { + "Dice": 0.873813517325506, + "FN": 23061, + "FP": 3421, + "IoU": 0.7759048175133068, + "TN": 99537627, + "TP": 91691, + "n_pred": 95112, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9367532814294615, + "FN": 13296, + "FP": 1627, + "IoU": 0.8810309639975764, + "TN": 99530364, + "TP": 110513, + "n_pred": 112140, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7477447578820335, + "FN": 6514, + "FP": 1847, + "IoU": 0.5971184888931721, + "TN": 99635047, + "TP": 12392, + "n_pred": 14239, + "n_ref": 18906 + }, + "5": { + "Dice": 0.14578910120311395, + "FN": 6348, + "FP": 894, + "IoU": 0.07862595419847328, + "TN": 99647940, + "TP": 618, + "n_pred": 1512, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9520034238320644, + "FN": 60610, + "FP": 69817, + "IoU": 0.9084031813473322, + "TN": 98231875, + "TP": 1293498, + "n_pred": 1363315, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.834499233836812, + "FN": 35453, + "FP": 16714, + "IoU": 0.7160005879566872, + "TN": 99472113, + "TP": 131520, + "n_pred": 148234, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9138011702054957, + "FN": 14009, + "FP": 2388, + "IoU": 0.8412835156325622, + "TN": 99552490, + "TP": 86913, + "n_pred": 89301, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8658809711610983, + "FN": 20337, + "FP": 2958, + "IoU": 0.7634833285952158, + "TN": 99557308, + "TP": 75197, + "n_pred": 78155, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8211155194988913, + "FN": 134929, + "FP": 1008, + "IoU": 0.6965190678817483, + "TN": 62635594, + "TP": 311989, + "n_pred": 312997, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7256887527978633, + "FN": 27238, + "FP": 5729, + "IoU": 0.5694752788152637, + "TN": 63006946, + "TP": 43607, + "n_pred": 49336, + "n_ref": 70845 + }, + "11": { + "Dice": 0.5011417894955367, + "FN": 2338, + "FP": 65, + "IoU": 0.33434903047091413, + "TN": 63079910, + "TP": 1207, + "n_pred": 1272, + "n_ref": 3545 + }, + "12": { + "Dice": 0.31693989071038253, + "FN": 2835, + "FP": 40, + "IoU": 0.18831168831168832, + "TN": 63079978, + "TP": 667, + "n_pred": 707, + "n_ref": 3502 + }, + "13": { + "Dice": 0.2975894077858531, + "FN": 35316, + "FP": 13491, + "IoU": 0.17480472052209786, + "TN": 63024374, + "TP": 10339, + "n_pred": 23830, + "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": 0.7946601627567131, + "FN": 7329, + "FP": 52952, + "IoU": 0.6592830820013112, + "TN": 62906596, + "TP": 116643, + "n_pred": 169595, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7071565458100234, + "FN": 54527, + "FP": 5985, + "IoU": 0.5469777052420381, + "TN": 62949946, + "TP": 73062, + "n_pred": 79047, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0177020340846619, + "FN": 17868, + "FP": 0, + "IoU": 0.008930057130179156, + "TN": 63065491, + "TP": 161, + "n_pred": 161, + "n_ref": 18029 + }, + "5": { + "Dice": 0.15132367360278898, + "FN": 15565, + "FP": 15, + "IoU": 0.08185514762213449, + "TN": 63066551, + "TP": 1389, + "n_pred": 1404, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8586370882545316, + "FN": 203522, + "FP": 101433, + "IoU": 0.7522910368109222, + "TN": 61852418, + "TP": 926147, + "n_pred": 1027580, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7317867732206711, + "FN": 41645, + "FP": 42663, + "IoU": 0.5770218743728678, + "TN": 62884200, + "TP": 115012, + "n_pred": 157675, + "n_ref": 156657 + }, + "8": { + "Dice": 0.931808486498752, + "FN": 9296, + "FP": 5730, + "IoU": 0.8723234314458569, + "TN": 62965832, + "TP": 102662, + "n_pred": 108392, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8437907192411988, + "FN": 6949, + "FP": 6358, + "IoU": 0.729790647146019, + "TN": 63034273, + "TP": 35940, + "n_pred": 42298, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912624699002408, + "FN": 47190, + "FP": 3610, + "IoU": 0.8392913634925656, + "TN": 109292718, + "TP": 265300, + "n_pred": 268910, + "n_ref": 312490 + }, + "10": { + "Dice": 0.24235377797231494, + "FN": 70210, + "FP": 40570, + "IoU": 0.13788541455898146, + "TN": 109480320, + "TP": 17718, + "n_pred": 58288, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5788073250899984, + "FN": 2617, + "FP": 74, + "IoU": 0.40726872246696033, + "TN": 109604278, + "TP": 1849, + "n_pred": 1923, + "n_ref": 4466 + }, + "12": { + "Dice": 0.11631663974151858, + "FN": 3829, + "FP": 0, + "IoU": 0.06174957118353345, + "TN": 109604737, + "TP": 252, + "n_pred": 252, + "n_ref": 4081 + }, + "13": { + "Dice": 0.25833304667882084, + "FN": 65759, + "FP": 20485, + "IoU": 0.14832516985305735, + "TN": 109507554, + "TP": 15020, + "n_pred": 35505, + "n_ref": 80779 + }, + "14": { + "Dice": 0.39632689931115506, + "FN": 61158, + "FP": 47773, + "IoU": 0.2471369627269523, + "TN": 109464129, + "TP": 35758, + "n_pred": 83531, + "n_ref": 96916 + }, + "15": { + "Dice": 0.49007767610129815, + "FN": 66695, + "FP": 9981, + "IoU": 0.3245714487059777, + "TN": 109495296, + "TP": 36846, + "n_pred": 46827, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5941912859557323, + "FN": 122478, + "FP": 2617, + "IoU": 0.42266866040853246, + "TN": 109392140, + "TP": 91583, + "n_pred": 94200, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7969669032253454, + "FN": 22659, + "FP": 90977, + "IoU": 0.6624646531853717, + "TN": 109272154, + "TP": 223028, + "n_pred": 314005, + "n_ref": 245687 + }, + "4": { + "Dice": 0.22578297957983062, + "FN": 42998, + "FP": 7011, + "IoU": 0.12725781399975566, + "TN": 109551517, + "TP": 7292, + "n_pred": 14303, + "n_ref": 50290 + }, + "5": { + "Dice": 0.3502406516105146, + "FN": 8187, + "FP": 588, + "IoU": 0.2122980251346499, + "TN": 109597678, + "TP": 2365, + "n_pred": 2953, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7693071402040752, + "FN": 47096, + "FP": 674616, + "IoU": 0.625100839807946, + "TN": 107683735, + "TP": 1203371, + "n_pred": 1877987, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5089282475827939, + "FN": 770011, + "FP": 55872, + "IoU": 0.3413170739488292, + "TN": 108354978, + "TP": 427957, + "n_pred": 483829, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.874495551412456, + "FN": 15308, + "FP": 5964, + "IoU": 0.776980981736596, + "TN": 109513436, + "TP": 74110, + "n_pred": 80074, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6715816095244912, + "FN": 12979, + "FP": 28316, + "IoU": 0.5055497683106434, + "TN": 109525301, + "TP": 42222, + "n_pred": 70538, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7417629390892515, + "FN": 9754, + "FP": 24379, + "IoU": 0.589525584751368, + "TN": 66984197, + "TP": 49022, + "n_pred": 73401, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3910475598383587, + "FN": 56781, + "FP": 11784, + "IoU": 0.2430448222565688, + "TN": 66976772, + "TP": 22015, + "n_pred": 33799, + "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": 0.3248075490439533, + "FN": 2657, + "FP": 62, + "IoU": 0.19389267714201008, + "TN": 67063979, + "TP": 654, + "n_pred": 716, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3036713678083725, + "FN": 30072, + "FP": 7254, + "IoU": 0.1790168261299901, + "TN": 67021887, + "TP": 8139, + "n_pred": 15393, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7773876716590373, + "FN": 23000, + "FP": 7054, + "IoU": 0.63584151217739, + "TN": 66984822, + "TP": 52476, + "n_pred": 59530, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 22023, + "IoU": 0.0, + "TN": 67013967, + "TP": 0, + "n_pred": 22023, + "n_ref": 31362 + }, + "2": { + "Dice": 0.46159707955534274, + "FN": 101213, + "FP": 3354, + "IoU": 0.300049534111599, + "TN": 66917960, + "TP": 44825, + "n_pred": 48179, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8162889499064246, + "FN": 10983, + "FP": 56258, + "IoU": 0.6896015288882323, + "TN": 66850724, + "TP": 149387, + "n_pred": 205645, + "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": 0.05477107402652974, + "FN": 8665, + "FP": 171, + "IoU": 0.028156621205455347, + "TN": 67058260, + "TP": 256, + "n_pred": 427, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8988465378510643, + "FN": 174635, + "FP": 29108, + "IoU": 0.8162772662921449, + "TN": 65958382, + "TP": 905227, + "n_pred": 934335, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.31564118363679977, + "FN": 284505, + "FP": 6483, + "IoU": 0.1873954531364757, + "TN": 66709259, + "TP": 67105, + "n_pred": 73588, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8945708466686063, + "FN": 8848, + "FP": 9270, + "IoU": 0.8092520845616104, + "TN": 66972368, + "TP": 76866, + "n_pred": 86136, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7896647706644075, + "FN": 25144, + "FP": 2664, + "IoU": 0.6524347565243476, + "TN": 66987344, + "TP": 52200, + "n_pred": 54864, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.598589046725853, + "FN": 83362, + "FP": 46539, + "IoU": 0.4271331298841045, + "TN": 74292524, + "TP": 96855, + "n_pred": 143394, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6820367086173372, + "FN": 24229, + "FP": 5533, + "IoU": 0.517492947699491, + "TN": 74457598, + "TP": 31920, + "n_pred": 37453, + "n_ref": 56149 + }, + "11": { + "Dice": 0.18780096308186195, + "FN": 3036, + "FP": 0, + "IoU": 0.10363153232949512, + "TN": 74515893, + "TP": 351, + "n_pred": 351, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0426856380613606, + "FN": 2153, + "FP": 0, + "IoU": 0.021808268968650613, + "TN": 74517079, + "TP": 48, + "n_pred": 48, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3017586571419419, + "FN": 33470, + "FP": 10124, + "IoU": 0.1776889123627721, + "TN": 74466266, + "TP": 9420, + "n_pred": 19544, + "n_ref": 42890 + }, + "14": { + "Dice": 0.45836639525373246, + "FN": 13151, + "FP": 31218, + "IoU": 0.2973251191739385, + "TN": 74456137, + "TP": 18774, + "n_pred": 49992, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5602648725513084, + "FN": 17160, + "FP": 3559, + "IoU": 0.38914440709947523, + "TN": 74485362, + "TP": 13199, + "n_pred": 16758, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7162803478725853, + "FN": 44463, + "FP": 31941, + "IoU": 0.5579725656497868, + "TN": 74346431, + "TP": 96445, + "n_pred": 128386, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6363670607143082, + "FN": 54276, + "FP": 61568, + "IoU": 0.4666703497553048, + "TN": 74302071, + "TP": 101365, + "n_pred": 162933, + "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": 0.4028050858565998, + "FN": 7081, + "FP": 2031, + "IoU": 0.2521953221173574, + "TN": 74507095, + "TP": 3073, + "n_pred": 5104, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9109908680955402, + "FN": 198188, + "FP": 76903, + "IoU": 0.8365318906944323, + "TN": 72836438, + "TP": 1407751, + "n_pred": 1484654, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.25932730419000255, + "FN": 138043, + "FP": 28458, + "IoU": 0.14898108347090963, + "TN": 74323631, + "TP": 29148, + "n_pred": 57606, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9529271206690562, + "FN": 2565, + "FP": 3542, + "IoU": 0.9100867183934277, + "TN": 74451359, + "TP": 61814, + "n_pred": 65356, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7562430785465383, + "FN": 27643, + "FP": 14398, + "IoU": 0.608031252330872, + "TN": 74412024, + "TP": 65215, + "n_pred": 79613, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.841101834453635, + "FN": 65822, + "FP": 16206, + "IoU": 0.7257771730591149, + "TN": 65752051, + "TP": 217101, + "n_pred": 233307, + "n_ref": 282923 + }, + "10": { + "Dice": 0.30230000845874055, + "FN": 63877, + "FP": 26854, + "IoU": 0.17806444599454646, + "TN": 65940793, + "TP": 19656, + "n_pred": 46510, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 172, + "IoU": 0.0, + "TN": 66047371, + "TP": 0, + "n_pred": 172, + "n_ref": 3637 + }, + "12": { + "Dice": 0.15132605304212168, + "FN": 2735, + "FP": 529, + "IoU": 0.08185654008438818, + "TN": 66047625, + "TP": 291, + "n_pred": 820, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6639617957990499, + "FN": 21279, + "FP": 5390, + "IoU": 0.49696318092651276, + "TN": 65998164, + "TP": 26347, + "n_pred": 31737, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8778548576134816, + "FN": 3243, + "FP": 12181, + "IoU": 0.7823006351446719, + "TN": 65980330, + "TP": 55426, + "n_pred": 67607, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7696353283783196, + "FN": 6889, + "FP": 3711, + "IoU": 0.6255343201328293, + "TN": 66022873, + "TP": 17707, + "n_pred": 21418, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6490244640626799, + "FN": 67822, + "FP": 14513, + "IoU": 0.4804117075387159, + "TN": 65892718, + "TP": 76127, + "n_pred": 90640, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6966383396574088, + "FN": 41897, + "FP": 58199, + "IoU": 0.5344935031112517, + "TN": 65836154, + "TP": 114930, + "n_pred": 173129, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8876152764028552, + "FN": 3974, + "FP": 2497, + "IoU": 0.7979391100702576, + "TN": 66019155, + "TP": 25554, + "n_pred": 28051, + "n_ref": 29528 + }, + "5": { + "Dice": 0.18511569731081925, + "FN": 8943, + "FP": 178, + "IoU": 0.1019986216402481, + "TN": 66041023, + "TP": 1036, + "n_pred": 1214, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7780629237304896, + "FN": 39949, + "FP": 521139, + "IoU": 0.6367454911065159, + "TN": 64506566, + "TP": 983526, + "n_pred": 1504665, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5219247417791172, + "FN": 630421, + "FP": 3644, + "IoU": 0.35311107392957997, + "TN": 65071004, + "TP": 346111, + "n_pred": 349755, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9138917929952953, + "FN": 11367, + "FP": 1811, + "IoU": 0.841437148804582, + "TN": 65968071, + "TP": 69931, + "n_pred": 71742, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8085851245774484, + "FN": 19734, + "FP": 4105, + "IoU": 0.6786763714786359, + "TN": 65976990, + "TP": 50351, + "n_pred": 54456, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.880331353659042, + "FN": 4973, + "FP": 35447, + "IoU": 0.7862427482773027, + "TN": 113283447, + "TP": 148673, + "n_pred": 184120, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7778279201103704, + "FN": 20240, + "FP": 14222, + "IoU": 0.6364307718276575, + "TN": 113377752, + "TP": 60326, + "n_pred": 74548, + "n_ref": 80566 + }, + "11": { + "Dice": 0.2373806275579809, + "FN": 2795, + "FP": 0, + "IoU": 0.1346749226006192, + "TN": 113469310, + "TP": 435, + "n_pred": 435, + "n_ref": 3230 + }, + "12": { + "Dice": 0.5233712326294893, + "FN": 2633, + "FP": 8, + "IoU": 0.35443656807626495, + "TN": 113468449, + "TP": 1450, + "n_pred": 1458, + "n_ref": 4083 + }, + "13": { + "Dice": 0.44582406914477185, + "FN": 48403, + "FP": 22383, + "IoU": 0.28685559999597016, + "TN": 113373281, + "TP": 28473, + "n_pred": 50856, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8505235414855964, + "FN": 67389, + "FP": 1576, + "IoU": 0.739922540549306, + "TN": 113207369, + "TP": 196206, + "n_pred": 197782, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6742907218753423, + "FN": 6494, + "FP": 8373, + "IoU": 0.5086263881544156, + "TN": 113442284, + "TP": 15389, + "n_pred": 23762, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8429226384701168, + "FN": 25048, + "FP": 12982, + "IoU": 0.7284928964089384, + "TN": 113332470, + "TP": 102040, + "n_pred": 115022, + "n_ref": 127088 + }, + "3": { + "Dice": 0.85099661591989, + "FN": 21975, + "FP": 12457, + "IoU": 0.7406389116958051, + "TN": 113339783, + "TP": 98325, + "n_pred": 110782, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7309287870226167, + "FN": 4575, + "FP": 14948, + "IoU": 0.5759556907037359, + "TN": 113426500, + "TP": 26517, + "n_pred": 41465, + "n_ref": 31092 + }, + "5": { + "Dice": 0.25112390567079423, + "FN": 28050, + "FP": 435, + "IoU": 0.14359159375845584, + "TN": 113439279, + "TP": 4776, + "n_pred": 5211, + "n_ref": 32826 + }, + "6": { + "Dice": 0.932824952860394, + "FN": 91864, + "FP": 59616, + "IoU": 0.8741067881606527, + "TN": 112269298, + "TP": 1051762, + "n_pred": 1111378, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.76714533364382, + "FN": 69777, + "FP": 20219, + "IoU": 0.6222512308861121, + "TN": 113234297, + "TP": 148247, + "n_pred": 168466, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8512592815694809, + "FN": 39341, + "FP": 21896, + "IoU": 0.7410369180022836, + "TN": 113236070, + "TP": 175233, + "n_pred": 197129, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7288267108295599, + "FN": 43307, + "FP": 3523, + "IoU": 0.5733496109764764, + "TN": 113362778, + "TP": 62932, + "n_pred": 66455, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7427764712179553, + "FN": 16173, + "FP": 60716, + "IoU": 0.5908070078337875, + "TN": 75008824, + "TP": 111015, + "n_pred": 171731, + "n_ref": 127188 + }, + "10": { + "Dice": 0.596566716545395, + "FN": 53609, + "FP": 9210, + "IoU": 0.42507664851507804, + "TN": 75087463, + "TP": 46446, + "n_pred": 55656, + "n_ref": 100055 + }, + "11": { + "Dice": 0.3920235667346476, + "FN": 2679, + "FP": 4, + "IoU": 0.24379932356257047, + "TN": 75193180, + "TP": 865, + "n_pred": 869, + "n_ref": 3544 + }, + "12": { + "Dice": 0.030864197530864196, + "FN": 3056, + "FP": 84, + "IoU": 0.01567398119122257, + "TN": 75193538, + "TP": 50, + "n_pred": 134, + "n_ref": 3106 + }, + "13": { + "Dice": 0.37800687285223367, + "FN": 36670, + "FP": 24508, + "IoU": 0.2330508474576271, + "TN": 75116960, + "TP": 18590, + "n_pred": 43098, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9348138901243473, + "FN": 7998, + "FP": 9443, + "IoU": 0.8776061586397097, + "TN": 75054229, + "TP": 125058, + "n_pred": 134501, + "n_ref": 133056 + }, + "15": { + "Dice": 0.3700499437752631, + "FN": 55548, + "FP": 6635, + "IoU": 0.2270314617077082, + "TN": 75116281, + "TP": 18264, + "n_pred": 24899, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8061391962281542, + "FN": 24745, + "FP": 33724, + "IoU": 0.6752371747872647, + "TN": 75016692, + "TP": 121567, + "n_pred": 155291, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7777882973389016, + "FN": 36609, + "FP": 26762, + "IoU": 0.6363777205253706, + "TN": 75022451, + "TP": 110906, + "n_pred": 137668, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8884137817613683, + "FN": 3355, + "FP": 2073, + "IoU": 0.7992306554223998, + "TN": 75169692, + "TP": 21608, + "n_pred": 23681, + "n_ref": 24963 + }, + "5": { + "Dice": 0.3812102905947297, + "FN": 5871, + "FP": 70, + "IoU": 0.23549092780851885, + "TN": 75188957, + "TP": 1830, + "n_pred": 1900, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9041624832495183, + "FN": 24142, + "FP": 237115, + "IoU": 0.8250880896381948, + "TN": 73703079, + "TP": 1232392, + "n_pred": 1469507, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7901302378947112, + "FN": 22348, + "FP": 46428, + "IoU": 0.6530704896036158, + "TN": 74998486, + "TP": 129466, + "n_pred": 175894, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8303501219495941, + "FN": 22437, + "FP": 3021, + "IoU": 0.7099134001823154, + "TN": 75108968, + "TP": 62302, + "n_pred": 65323, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7835494744058501, + "FN": 22372, + "FP": 7938, + "IoU": 0.6441276960467764, + "TN": 75111557, + "TP": 54861, + "n_pred": 62799, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606221092565208, + "FN": 12517, + "FP": 4153, + "IoU": 0.9242279615639858, + "TN": 86707870, + "TP": 203332, + "n_pred": 207485, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5437396117413545, + "FN": 35133, + "FP": 21415, + "IoU": 0.3733807608346354, + "TN": 86837629, + "TP": 33695, + "n_pred": 55110, + "n_ref": 68828 + }, + "11": { + "Dice": 0.41669081425673715, + "FN": 1871, + "FP": 142, + "IoU": 0.2631771595900439, + "TN": 86925140, + "TP": 719, + "n_pred": 861, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5192665426521392, + "FN": 2961, + "FP": 657, + "IoU": 0.3506819813352477, + "TN": 86922300, + "TP": 1954, + "n_pred": 2611, + "n_ref": 4915 + }, + "13": { + "Dice": 0.20913283095264876, + "FN": 46064, + "FP": 24252, + "IoU": 0.11677741072437918, + "TN": 86848259, + "TP": 9297, + "n_pred": 33549, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8601791445012074, + "FN": 13991, + "FP": 8534, + "IoU": 0.7546616999956433, + "TN": 86836060, + "TP": 69287, + "n_pred": 77821, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6242708933475195, + "FN": 88430, + "FP": 915, + "IoU": 0.4537745769343637, + "TN": 86764304, + "TP": 74223, + "n_pred": 75138, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8413633258092693, + "FN": 26933, + "FP": 9753, + "IoU": 0.7261666616905025, + "TN": 86793900, + "TP": 97286, + "n_pred": 107039, + "n_ref": 124219 + }, + "3": { + "Dice": 0.70730883709596, + "FN": 68762, + "FP": 15315, + "IoU": 0.5471599538957052, + "TN": 86742206, + "TP": 101589, + "n_pred": 116904, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8391998461242547, + "FN": 3433, + "FP": 1583, + "IoU": 0.7229494614747307, + "TN": 86909767, + "TP": 13089, + "n_pred": 14672, + "n_ref": 16522 + }, + "5": { + "Dice": 0.744273127753304, + "FN": 2094, + "FP": 228, + "IoU": 0.5927030345553411, + "TN": 86922171, + "TP": 3379, + "n_pred": 3607, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8695179932072987, + "FN": 42347, + "FP": 297386, + "IoU": 0.7691568622787854, + "TN": 85456167, + "TP": 1131972, + "n_pred": 1429358, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5856476392858015, + "FN": 591621, + "FP": 19083, + "IoU": 0.4140747776530524, + "TN": 85885582, + "TP": 431586, + "n_pred": 450669, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9206933931946163, + "FN": 6401, + "FP": 1866, + "IoU": 0.8530415614889608, + "TN": 86871618, + "TP": 47987, + "n_pred": 49853, + "n_ref": 54388 + }, + "9": { + "Dice": 0.734596981965403, + "FN": 10842, + "FP": 18002, + "IoU": 0.5805241266978854, + "TN": 86859110, + "TP": 39918, + "n_pred": 57920, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2964402475556164, + "FN": 39726, + "FP": 191615, + "IoU": 0.17401223944758246, + "TN": 37469522, + "TP": 48737, + "n_pred": 240352, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5203280486239924, + "FN": 36943, + "FP": 4174, + "IoU": 0.35165095083414805, + "TN": 37686182, + "TP": 22301, + "n_pred": 26475, + "n_ref": 59244 + }, + "11": { + "Dice": 0.4118908979466748, + "FN": 1916, + "FP": 3, + "IoU": 0.2593593207255886, + "TN": 37747009, + "TP": 672, + "n_pred": 675, + "n_ref": 2588 + }, + "12": { + "Dice": 0.05076820307281229, + "FN": 2841, + "FP": 1, + "IoU": 0.02604523646333105, + "TN": 37746682, + "TP": 76, + "n_pred": 77, + "n_ref": 2917 + }, + "13": { + "Dice": 0.46733122944113276, + "FN": 30891, + "FP": 1010, + "IoU": 0.30491338925808914, + "TN": 37703705, + "TP": 13994, + "n_pred": 15004, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5152473890221685, + "FN": 28862, + "FP": 105509, + "IoU": 0.3470257504264201, + "TN": 37543817, + "TP": 71412, + "n_pred": 176921, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 37749408, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "2": { + "Dice": 0.3223359460013563, + "FN": 79793, + "FP": 6147, + "IoU": 0.19213378580358906, + "TN": 37643221, + "TP": 20439, + "n_pred": 26586, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5807590561366492, + "FN": 33925, + "FP": 45156, + "IoU": 0.4092039893915057, + "TN": 37615745, + "TP": 54774, + "n_pred": 99930, + "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": 0.7067487138101483, + "FN": 3043, + "FP": 2771, + "IoU": 0.5464898595943838, + "TN": 37736780, + "TP": 7006, + "n_pred": 9777, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7613247691889224, + "FN": 282095, + "FP": 6592, + "IoU": 0.6146282336576725, + "TN": 37000487, + "TP": 460426, + "n_pred": 467018, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7269927048709351, + "FN": 145382, + "FP": 4760, + "IoU": 0.5710829055360821, + "TN": 37399551, + "TP": 199907, + "n_pred": 204667, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8551866638649577, + "FN": 4829, + "FP": 19981, + "IoU": 0.7470096974517422, + "TN": 37651533, + "TP": 73257, + "n_pred": 93238, + "n_ref": 78086 + }, + "9": { + "Dice": 0.6817774993287389, + "FN": 24301, + "FP": 4143, + "IoU": 0.5171945547747564, + "TN": 37690686, + "TP": 30470, + "n_pred": 34613, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8585862597152096, + "FN": 46682, + "FP": 3172, + "IoU": 0.752213005164093, + "TN": 75705491, + "TP": 151343, + "n_pred": 154515, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5536774341600691, + "FN": 68269, + "FP": 5638, + "IoU": 0.3828173930471236, + "TN": 75786939, + "TP": 45842, + "n_pred": 51480, + "n_ref": 114111 + }, + "11": { + "Dice": 0.586094674556213, + "FN": 2361, + "FP": 437, + "IoU": 0.41452186649926764, + "TN": 75901909, + "TP": 1981, + "n_pred": 2418, + "n_ref": 4342 + }, + "12": { + "Dice": 0.14514835605453089, + "FN": 4222, + "FP": 42, + "IoU": 0.07825335062689148, + "TN": 75902062, + "TP": 362, + "n_pred": 404, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6026405777989051, + "FN": 21851, + "FP": 4062, + "IoU": 0.4312709874240063, + "TN": 75861125, + "TP": 19650, + "n_pred": 23712, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8982611649641725, + "FN": 9979, + "FP": 15777, + "IoU": 0.8153122467857475, + "TN": 75767231, + "TP": 113701, + "n_pred": 129478, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4194145917458871, + "FN": 137569, + "FP": 28, + "IoU": 0.26535395655029176, + "TN": 75719391, + "TP": 49700, + "n_pred": 49728, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7472838088508083, + "FN": 57353, + "FP": 34199, + "IoU": 0.5965308137075166, + "TN": 75679776, + "TP": 135360, + "n_pred": 169559, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6121472401197006, + "FN": 119602, + "FP": 47203, + "IoU": 0.4410750605651406, + "TN": 75608249, + "TP": 131634, + "n_pred": 178837, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8480922183189622, + "FN": 2293, + "FP": 7696, + "IoU": 0.7362500990151295, + "TN": 75868815, + "TP": 27884, + "n_pred": 35580, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8401443583483706, + "FN": 1714, + "FP": 1298, + "IoU": 0.7243525212775693, + "TN": 75895761, + "TP": 7915, + "n_pred": 9213, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9622260386622706, + "FN": 65884, + "FP": 62962, + "IoU": 0.9272019481216559, + "TN": 74136778, + "TP": 1641064, + "n_pred": 1704026, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8433881754484248, + "FN": 67483, + "FP": 9116, + "IoU": 0.7291886158741382, + "TN": 75623838, + "TP": 206251, + "n_pred": 215367, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9277166817743876, + "FN": 10383, + "FP": 2296, + "IoU": 0.8651786948523548, + "TN": 75812645, + "TP": 81364, + "n_pred": 83660, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8407739904860689, + "FN": 18978, + "FP": 3281, + "IoU": 0.7252891011638096, + "TN": 75825661, + "TP": 58768, + "n_pred": 62049, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7777507942250792, + "FN": 16585, + "FP": 28258, + "IoU": 0.6363275104212285, + "TN": 61264444, + "TP": 78463, + "n_pred": 106721, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7786397141661571, + "FN": 17578, + "FP": 16807, + "IoU": 0.6375184482395109, + "TN": 61292890, + "TP": 60475, + "n_pred": 77282, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7119763601599166, + "FN": 1294, + "FP": 363, + "IoU": 0.5527665317139001, + "TN": 61384045, + "TP": 2048, + "n_pred": 2411, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7199594389048505, + "FN": 1239, + "FP": 418, + "IoU": 0.5624504885133351, + "TN": 61383963, + "TP": 2130, + "n_pred": 2548, + "n_ref": 3369 + }, + "13": { + "Dice": 0.3483835659278371, + "FN": 30543, + "FP": 2795, + "IoU": 0.21093491124260355, + "TN": 61345500, + "TP": 8912, + "n_pred": 11707, + "n_ref": 39455 + }, + "14": { + "Dice": 0.750158551194419, + "FN": 2587, + "FP": 39959, + "IoU": 0.6002029712739266, + "TN": 61281331, + "TP": 63873, + "n_pred": 103832, + "n_ref": 66460 + }, + "15": { + "Dice": 0.903694834074581, + "FN": 5750, + "FP": 2132, + "IoU": 0.8243095646746762, + "TN": 61342887, + "TP": 36981, + "n_pred": 39113, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7616851525027803, + "FN": 44473, + "FP": 11026, + "IoU": 0.6150981344059921, + "TN": 61243560, + "TP": 88691, + "n_pred": 99717, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8077018550696716, + "FN": 24617, + "FP": 27286, + "IoU": 0.677432786844493, + "TN": 61226844, + "TP": 109003, + "n_pred": 136289, + "n_ref": 133620 + }, + "4": { + "Dice": 0.638507002441218, + "FN": 9037, + "FP": 2217, + "IoU": 0.46897560515264475, + "TN": 61366557, + "TP": 9939, + "n_pred": 12156, + "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": 0.9327580781061244, + "FN": 75856, + "FP": 56620, + "IoU": 0.8739893542139887, + "TN": 60336442, + "TP": 918832, + "n_pred": 975452, + "n_ref": 994688 + }, + "7": { + "Dice": 0.569562704451608, + "FN": 84547, + "FP": 59931, + "IoU": 0.398173835528563, + "TN": 61147684, + "TP": 95588, + "n_pred": 155519, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8906789614086561, + "FN": 42311, + "FP": 7767, + "IoU": 0.80290459697733, + "TN": 61133670, + "TP": 204002, + "n_pred": 211769, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7466527534868682, + "FN": 28914, + "FP": 5562, + "IoU": 0.5957269667796292, + "TN": 61302471, + "TP": 50803, + "n_pred": 56365, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613196291316193, + "FN": 7853, + "FP": 6444, + "IoU": 0.9255201658696173, + "TN": 39556842, + "TP": 177661, + "n_pred": 184105, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6004688033734996, + "FN": 26343, + "FP": 7576, + "IoU": 0.42904995960140047, + "TN": 39689392, + "TP": 25489, + "n_pred": 33065, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7292161520190024, + "FN": 1189, + "FP": 179, + "IoU": 0.5738317757009346, + "TN": 39745590, + "TP": 1842, + "n_pred": 2021, + "n_ref": 3031 + }, + "12": { + "Dice": 0.48975141735717403, + "FN": 2337, + "FP": 3, + "IoU": 0.32428530176147846, + "TN": 39745337, + "TP": 1123, + "n_pred": 1126, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6046374698592497, + "FN": 22246, + "FP": 5956, + "IoU": 0.4333192677878916, + "TN": 39699033, + "TP": 21565, + "n_pred": 27521, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2546765373766586, + "FN": 20828, + "FP": 52365, + "IoU": 0.14591939135102336, + "TN": 39663102, + "TP": 12505, + "n_pred": 64870, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8295734788760866, + "FN": 10677, + "FP": 6185, + "IoU": 0.7087787775686085, + "TN": 39690899, + "TP": 41039, + "n_pred": 47224, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7680022856556792, + "FN": 13012, + "FP": 50325, + "IoU": 0.6233796351354566, + "TN": 39580628, + "TP": 104835, + "n_pred": 155160, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7246280552603613, + "FN": 52450, + "FP": 9740, + "IoU": 0.5681699822935111, + "TN": 39604785, + "TP": 81825, + "n_pred": 91565, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7542471793541694, + "FN": 9233, + "FP": 242, + "IoU": 0.6054549240058297, + "TN": 39724785, + "TP": 14540, + "n_pred": 14782, + "n_ref": 23773 + }, + "5": { + "Dice": 0.816626673891168, + "FN": 1249, + "FP": 1120, + "IoU": 0.6900837257980115, + "TN": 39741156, + "TP": 5275, + "n_pred": 6395, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9033820125793872, + "FN": 43502, + "FP": 145688, + "IoU": 0.82378916171552, + "TN": 38675143, + "TP": 884467, + "n_pred": 1030155, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4403931066981101, + "FN": 525073, + "FP": 1014, + "IoU": 0.2823744294728916, + "TN": 39015706, + "TP": 207007, + "n_pred": 208021, + "n_ref": 732080 + }, + "8": { + "Dice": 0.894178355303279, + "FN": 1881, + "FP": 9398, + "IoU": 0.8086099233014321, + "TN": 39689868, + "TP": 47653, + "n_pred": 57051, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7903628359650333, + "FN": 10120, + "FP": 6595, + "IoU": 0.6533883543463835, + "TN": 39700576, + "TP": 31509, + "n_pred": 38104, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7882848663486179, + "FN": 19131, + "FP": 22673, + "IoU": 0.6505529595666603, + "TN": 101276979, + "TP": 77825, + "n_pred": 100498, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5472118849311832, + "FN": 45336, + "FP": 15986, + "IoU": 0.37666324445754595, + "TN": 101298231, + "TP": 37055, + "n_pred": 53041, + "n_ref": 82391 + }, + "11": { + "Dice": 0.2856259659969088, + "FN": 4605, + "FP": 17, + "IoU": 0.16660656328885684, + "TN": 101391062, + "TP": 924, + "n_pred": 941, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6712868921018043, + "FN": 2416, + "FP": 335, + "IoU": 0.5052158273381295, + "TN": 101391048, + "TP": 2809, + "n_pred": 3144, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6707362600772886, + "FN": 16707, + "FP": 15926, + "IoU": 0.5045923092104264, + "TN": 101330737, + "TP": 33238, + "n_pred": 49164, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9557732177354756, + "FN": 13286, + "FP": 1732, + "IoU": 0.9152927639557117, + "TN": 101219315, + "TP": 162275, + "n_pred": 164007, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7700878984284827, + "FN": 9527, + "FP": 831, + "IoU": 0.626132467063707, + "TN": 101368903, + "TP": 17347, + "n_pred": 18178, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8165159241200481, + "FN": 17209, + "FP": 56736, + "IoU": 0.689925568717895, + "TN": 101158133, + "TP": 164530, + "n_pred": 221266, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5586617031724115, + "FN": 100619, + "FP": 4540, + "IoU": 0.3875992918539915, + "TN": 101224892, + "TP": 66557, + "n_pred": 71097, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8016487383130592, + "FN": 2172, + "FP": 1774, + "IoU": 0.6689597315436242, + "TN": 101384688, + "TP": 7974, + "n_pred": 9748, + "n_ref": 10146 + }, + "5": { + "Dice": 0.3986389537982208, + "FN": 28792, + "FP": 546, + "IoU": 0.24893758640110594, + "TN": 101357546, + "TP": 9724, + "n_pred": 10270, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9307332268413065, + "FN": 79628, + "FP": 180982, + "IoU": 0.8704406142649055, + "TN": 99385098, + "TP": 1750900, + "n_pred": 1931882, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6009065426134669, + "FN": 259511, + "FP": 8153, + "IoU": 0.42949707143648813, + "TN": 100927436, + "TP": 201508, + "n_pred": 209661, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8175308078502966, + "FN": 76598, + "FP": 3360, + "IoU": 0.691375989563029, + "TN": 101137529, + "TP": 179121, + "n_pred": 182481, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9208668744922007, + "FN": 6714, + "FP": 7019, + "IoU": 0.853339456203678, + "TN": 101302970, + "TP": 79905, + "n_pred": 86924, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7466135615276929, + "FN": 46598, + "FP": 69061, + "IoU": 0.5956770702240121, + "TN": 73597448, + "TP": 170397, + "n_pred": 239458, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 33424, + "IoU": 0.0, + "TN": 73774239, + "TP": 0, + "n_pred": 33424, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4879488440727988, + "FN": 3779, + "FP": 1426, + "IoU": 0.32270657124268054, + "TN": 73875819, + "TP": 2480, + "n_pred": 3906, + "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": 0.009607375543410047, + "FN": 60818, + "FP": 25981, + "IoU": 0.00482687457005274, + "TN": 73796284, + "TP": 421, + "n_pred": 26402, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7172255344806974, + "FN": 32151, + "FP": 22250, + "IoU": 0.5591205264522822, + "TN": 73760112, + "TP": 68991, + "n_pred": 91241, + "n_ref": 101142 + }, + "15": { + "Dice": 0.13462241707310058, + "FN": 205793, + "FP": 4820, + "IoU": 0.07216899050639881, + "TN": 73656509, + "TP": 16382, + "n_pred": 21202, + "n_ref": 222175 + }, + "2": { + "Dice": 0.23003699877259443, + "FN": 164999, + "FP": 9393, + "IoU": 0.12996712282294717, + "TN": 73683061, + "TP": 26051, + "n_pred": 35444, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5944982559956129, + "FN": 94300, + "FP": 32884, + "IoU": 0.42297937980627454, + "TN": 73663089, + "TP": 93231, + "n_pred": 126115, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 8758, + "IoU": 0.0, + "TN": 73826858, + "TP": 0, + "n_pred": 8758, + "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": 0.6839375743519358, + "FN": 224083, + "FP": 1141252, + "IoU": 0.5196847512876502, + "TN": 71040923, + "TP": 1477246, + "n_pred": 2618498, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.22762057694916144, + "FN": 146588, + "FP": 29937, + "IoU": 0.12842655132914643, + "TN": 73680968, + "TP": 26011, + "n_pred": 55948, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5094806704346823, + "FN": 50737, + "FP": 4546, + "IoU": 0.34181419880228114, + "TN": 73799511, + "TP": 28710, + "n_pred": 33256, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6435940558030665, + "FN": 24741, + "FP": 47737, + "IoU": 0.4744848388172682, + "TN": 73745586, + "TP": 65440, + "n_pred": 113177, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8801593812258292, + "FN": 18358, + "FP": 27659, + "IoU": 0.7859684373561053, + "TN": 69280775, + "TP": 168984, + "n_pred": 196643, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6421438743365123, + "FN": 30272, + "FP": 11191, + "IoU": 0.4729100986474118, + "TN": 69417112, + "TP": 37201, + "n_pred": 48392, + "n_ref": 67473 + }, + "11": { + "Dice": 0.5539925527513446, + "FN": 2122, + "FP": 34, + "IoU": 0.38311874105865523, + "TN": 69492281, + "TP": 1339, + "n_pred": 1373, + "n_ref": 3461 + }, + "12": { + "Dice": 0.45805921052631576, + "FN": 2038, + "FP": 598, + "IoU": 0.29706666666666665, + "TN": 69492026, + "TP": 1114, + "n_pred": 1712, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6615031396088629, + "FN": 29990, + "FP": 18958, + "IoU": 0.49421344134909484, + "TN": 69399000, + "TP": 47828, + "n_pred": 66786, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9225289098096221, + "FN": 16492, + "FP": 6105, + "IoU": 0.8561982945144457, + "TN": 69338636, + "TP": 134543, + "n_pred": 140648, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6324785289450414, + "FN": 41783, + "FP": 18897, + "IoU": 0.4624998892756858, + "TN": 69382883, + "TP": 52213, + "n_pred": 71110, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8606339859789024, + "FN": 19776, + "FP": 22448, + "IoU": 0.7553621710564433, + "TN": 69323178, + "TP": 130374, + "n_pred": 152822, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7941478254313241, + "FN": 51442, + "FP": 11353, + "IoU": 0.6585780928872021, + "TN": 69311854, + "TP": 121127, + "n_pred": 132480, + "n_ref": 172569 + }, + "4": { + "Dice": 0.4511045631399873, + "FN": 23264, + "FP": 10453, + "IoU": 0.2912427478348608, + "TN": 69448204, + "TP": 13855, + "n_pred": 24308, + "n_ref": 37119 + }, + "5": { + "Dice": 0.794309290083938, + "FN": 5135, + "FP": 2094, + "IoU": 0.6588002076745174, + "TN": 69474589, + "TP": 13958, + "n_pred": 16052, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9521818779813915, + "FN": 73068, + "FP": 65197, + "IoU": 0.908728201939307, + "TN": 67980905, + "TP": 1376606, + "n_pred": 1441803, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8400960017711019, + "FN": 62542, + "FP": 32799, + "IoU": 0.7242806327539836, + "TN": 69149986, + "TP": 250449, + "n_pred": 283248, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8081535492945894, + "FN": 21464, + "FP": 10451, + "IoU": 0.6780685119431892, + "TN": 69396640, + "TP": 67221, + "n_pred": 77672, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8299081345893541, + "FN": 19977, + "FP": 4778, + "IoU": 0.7092675020846301, + "TN": 69410629, + "TP": 60392, + "n_pred": 65170, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8428091522765087, + "FN": 16505, + "FP": 52841, + "IoU": 0.7283233823829001, + "TN": 50578300, + "TP": 185906, + "n_pred": 238747, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7447611914681147, + "FN": 28109, + "FP": 4607, + "IoU": 0.5933223115840243, + "TN": 50753105, + "TP": 47731, + "n_pred": 52338, + "n_ref": 75840 + }, + "11": { + "Dice": 0.6343022675057437, + "FN": 3554, + "FP": 107, + "IoU": 0.46445289643066123, + "TN": 50826716, + "TP": 3175, + "n_pred": 3282, + "n_ref": 6729 + }, + "12": { + "Dice": 0.013582342954159592, + "FN": 6255, + "FP": 136, + "IoU": 0.006837606837606838, + "TN": 50827117, + "TP": 44, + "n_pred": 180, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5443822935468307, + "FN": 17801, + "FP": 33189, + "IoU": 0.37398713352649415, + "TN": 50752100, + "TP": 30462, + "n_pred": 63651, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4721788750436707, + "FN": 30464, + "FP": 14860, + "IoU": 0.3090537677027913, + "TN": 50767955, + "TP": 20273, + "n_pred": 35133, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 2303, + "IoU": 0.0, + "TN": 50796493, + "TP": 0, + "n_pred": 2303, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7649297403038295, + "FN": 50967, + "FP": 48050, + "IoU": 0.6193410733507612, + "TN": 50573432, + "TP": 161103, + "n_pred": 209153, + "n_ref": 212070 + }, + "3": { + "Dice": 0.759058315556812, + "FN": 55464, + "FP": 38284, + "IoU": 0.6116792795927413, + "TN": 50592133, + "TP": 147671, + "n_pred": 185955, + "n_ref": 203135 + }, + "4": { + "Dice": 0.800664645522388, + "FN": 4232, + "FP": 2606, + "IoU": 0.6675902970200768, + "TN": 50812981, + "TP": 13733, + "n_pred": 16339, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8537214585499211, + "FN": 1758, + "FP": 2041, + "IoU": 0.7447766207591535, + "TN": 50818667, + "TP": 11086, + "n_pred": 13127, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9053857712001314, + "FN": 80171, + "FP": 362121, + "IoU": 0.8271277198660147, + "TN": 48275062, + "TP": 2116198, + "n_pred": 2478319, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8302181080688218, + "FN": 48451, + "FP": 25134, + "IoU": 0.7097204306165359, + "TN": 50580055, + "TP": 179912, + "n_pred": 205046, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9437321150660174, + "FN": 8933, + "FP": 2275, + "IoU": 0.8934590632990808, + "TN": 50728353, + "TP": 93991, + "n_pred": 96266, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8276516058582937, + "FN": 28712, + "FP": 7274, + "IoU": 0.705977514870253, + "TN": 50711160, + "TP": 86406, + "n_pred": 93680, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8389419362030396, + "FN": 46379, + "FP": 17194, + "IoU": 0.7225667366363077, + "TN": 76655713, + "TP": 165574, + "n_pred": 182768, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6658956498882902, + "FN": 26958, + "FP": 11175, + "IoU": 0.499133107415872, + "TN": 76808726, + "TP": 38001, + "n_pred": 49176, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6136363636363636, + "FN": 1497, + "FP": 237, + "IoU": 0.4426229508196721, + "TN": 76881749, + "TP": 1377, + "n_pred": 1614, + "n_ref": 2874 + }, + "12": { + "Dice": 0.09978150036416605, + "FN": 2472, + "FP": 0, + "IoU": 0.05251054043694902, + "TN": 76882251, + "TP": 137, + "n_pred": 137, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5222171447004113, + "FN": 23356, + "FP": 12192, + "IoU": 0.3533788085493406, + "TN": 76829885, + "TP": 19427, + "n_pred": 31619, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8765390327963803, + "FN": 5084, + "FP": 16445, + "IoU": 0.7802131612797844, + "TN": 76786906, + "TP": 76425, + "n_pred": 92870, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5523565655757382, + "FN": 22758, + "FP": 5213, + "IoU": 0.3815556734766074, + "TN": 76839632, + "TP": 17257, + "n_pred": 22470, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8306322768513678, + "FN": 18893, + "FP": 15772, + "IoU": 0.710325982501734, + "TN": 76765191, + "TP": 85004, + "n_pred": 100776, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8669384519562878, + "FN": 20855, + "FP": 2645, + "IoU": 0.7651291789515766, + "TN": 76784805, + "TP": 76555, + "n_pred": 79200, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8737683358624178, + "FN": 3289, + "FP": 2950, + "IoU": 0.775833572865766, + "TN": 76857028, + "TP": 21593, + "n_pred": 24543, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7268402994385527, + "FN": 6434, + "FP": 572, + "IoU": 0.5708948367734428, + "TN": 76868533, + "TP": 9321, + "n_pred": 9893, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9117897698957454, + "FN": 33271, + "FP": 179135, + "IoU": 0.8378801675190947, + "TN": 75574681, + "TP": 1097773, + "n_pred": 1276908, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7604023353582042, + "FN": 42050, + "FP": 33009, + "IoU": 0.6134267246929158, + "TN": 76690695, + "TP": 119106, + "n_pred": 152115, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9050127954237543, + "FN": 8168, + "FP": 6345, + "IoU": 0.8265053615617267, + "TN": 76801209, + "TP": 69138, + "n_pred": 75483, + "n_ref": 77306 + }, + "9": { + "Dice": 0.790037988603419, + "FN": 28545, + "FP": 5059, + "IoU": 0.6529444570673166, + "TN": 76788034, + "TP": 63222, + "n_pred": 68281, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37509490573459325, + "FN": 83568, + "FP": 53060, + "IoU": 0.23084111623403308, + "TN": 130822299, + "TP": 41005, + "n_pred": 94065, + "n_ref": 124573 + }, + "10": { + "Dice": 0.48409690879672995, + "FN": 34824, + "FP": 13642, + "IoU": 0.31934555157643424, + "TN": 130928727, + "TP": 22739, + "n_pred": 36381, + "n_ref": 57563 + }, + "11": { + "Dice": 0.5060853283402434, + "FN": 3676, + "FP": 17, + "IoU": 0.3387645478961504, + "TN": 130994347, + "TP": 1892, + "n_pred": 1909, + "n_ref": 5568 + }, + "12": { + "Dice": 0.07740916271721959, + "FN": 7008, + "FP": 0, + "IoU": 0.04026294165981923, + "TN": 130992630, + "TP": 294, + "n_pred": 294, + "n_ref": 7302 + }, + "13": { + "Dice": 0.144641213105876, + "FN": 71740, + "FP": 7231, + "IoU": 0.0779586213338315, + "TN": 130914284, + "TP": 6677, + "n_pred": 13908, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0012729333831529484, + "FN": 945522, + "FP": 690, + "IoU": 0.0006368720394163591, + "TN": 130053117, + "TP": 603, + "n_pred": 1293, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 5, + "IoU": 0.0, + "TN": 130974617, + "TP": 0, + "n_pred": 5, + "n_ref": 25310 + }, + "2": { + "Dice": 0.47076567569998407, + "FN": 150811, + "FP": 2179, + "IoU": 0.30784404209307165, + "TN": 130778898, + "TP": 68044, + "n_pred": 70223, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6788181433825864, + "FN": 95993, + "FP": 81010, + "IoU": 0.5137961439468646, + "TN": 130635881, + "TP": 187048, + "n_pred": 268058, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1336, + "IoU": 0.0, + "TN": 130996316, + "TP": 0, + "n_pred": 1336, + "n_ref": 2280 + }, + "5": { + "Dice": 0.12712560103201595, + "FN": 22093, + "FP": 236, + "IoU": 0.06787726988102692, + "TN": 130975977, + "TP": 1626, + "n_pred": 1862, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8668022105834021, + "FN": 75276, + "FP": 354291, + "IoU": 0.7649169621392011, + "TN": 129172633, + "TP": 1397732, + "n_pred": 1752023, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6087443303304452, + "FN": 92605, + "FP": 50674, + "IoU": 0.43755029618318214, + "TN": 130745191, + "TP": 111462, + "n_pred": 162136, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8409889868138085, + "FN": 32365, + "FP": 3052, + "IoU": 0.7256091419717219, + "TN": 130870857, + "TP": 93658, + "n_pred": 96710, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6749687514466923, + "FN": 13479, + "FP": 28647, + "IoU": 0.5093983648941374, + "TN": 130914066, + "TP": 43740, + "n_pred": 72387, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8083436323669538, + "FN": 14576, + "FP": 5739, + "IoU": 0.678336183418836, + "TN": 74363542, + "TP": 42841, + "n_pred": 48580, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4899096233232506, + "FN": 52132, + "FP": 3349, + "IoU": 0.32442404169304956, + "TN": 74344574, + "TP": 26643, + "n_pred": 29992, + "n_ref": 78775 + }, + "11": { + "Dice": 0.4733876017532874, + "FN": 1632, + "FP": 50, + "IoU": 0.31009023789991796, + "TN": 74424260, + "TP": 756, + "n_pred": 806, + "n_ref": 2388 + }, + "12": { + "Dice": 0.2898550724637681, + "FN": 2037, + "FP": 21, + "IoU": 0.1694915254237288, + "TN": 74424220, + "TP": 420, + "n_pred": 441, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2949284668916699, + "FN": 83578, + "FP": 10848, + "IoU": 0.17297131596233853, + "TN": 74312523, + "TP": 19749, + "n_pred": 30597, + "n_ref": 103327 + }, + "14": { + "Dice": 0.890666961986766, + "FN": 26130, + "FP": 9411, + "IoU": 0.8028850953379255, + "TN": 74246392, + "TP": 144765, + "n_pred": 154176, + "n_ref": 170895 + }, + "15": { + "Dice": 0.463216011042098, + "FN": 15506, + "FP": 50, + "IoU": 0.3014190767019939, + "TN": 74404430, + "TP": 6712, + "n_pred": 6762, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6787136187413793, + "FN": 40761, + "FP": 33078, + "IoU": 0.5136763901969953, + "TN": 74274867, + "TP": 77992, + "n_pred": 111070, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7017801447399286, + "FN": 50416, + "FP": 18236, + "IoU": 0.5405711073486404, + "TN": 74277269, + "TP": 80777, + "n_pred": 99013, + "n_ref": 131193 + }, + "4": { + "Dice": 0.33736188787341426, + "FN": 24277, + "FP": 12, + "IoU": 0.2029075872932528, + "TN": 74396226, + "TP": 6183, + "n_pred": 6195, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9448379870946254, + "FN": 25202, + "FP": 75493, + "IoU": 0.8954435200837324, + "TN": 73463630, + "TP": 862373, + "n_pred": 937866, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5180496164256314, + "FN": 85820, + "FP": 34550, + "IoU": 0.3495728481652194, + "TN": 74241635, + "TP": 64693, + "n_pred": 99243, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9128598668741154, + "FN": 4215, + "FP": 3234, + "IoU": 0.839689235139672, + "TN": 74380232, + "TP": 39017, + "n_pred": 42251, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7930692263890019, + "FN": 9399, + "FP": 3320, + "IoU": 0.6570958697293217, + "TN": 74389606, + "TP": 24373, + "n_pred": 27693, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958459189492467, + "FN": 10144, + "FP": 1147, + "IoU": 0.9202320061039365, + "TN": 106505140, + "TP": 130257, + "n_pred": 131404, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7278934651679929, + "FN": 27493, + "FP": 26226, + "IoU": 0.5721953666908234, + "TN": 106521119, + "TP": 71850, + "n_pred": 98076, + "n_ref": 99343 + }, + "11": { + "Dice": 0.37348629700446145, + "FN": 3479, + "FP": 453, + "IoU": 0.22962382445141066, + "TN": 106641584, + "TP": 1172, + "n_pred": 1625, + "n_ref": 4651 + }, + "12": { + "Dice": 0.5198166621730925, + "FN": 3542, + "FP": 20, + "IoU": 0.351183970856102, + "TN": 106641198, + "TP": 1928, + "n_pred": 1948, + "n_ref": 5470 + }, + "13": { + "Dice": 0.21351563675263677, + "FN": 34556, + "FP": 12497, + "IoU": 0.11951721556886227, + "TN": 106593248, + "TP": 6387, + "n_pred": 18884, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9381716716854988, + "FN": 2337, + "FP": 6615, + "IoU": 0.8835436451151294, + "TN": 106569818, + "TP": 67918, + "n_pred": 74533, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6610032163814481, + "FN": 13100, + "FP": 707, + "IoU": 0.49365556696494056, + "TN": 106619420, + "TP": 13461, + "n_pred": 14168, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7403070030963832, + "FN": 46209, + "FP": 52338, + "IoU": 0.5876884327499571, + "TN": 106407677, + "TP": 140464, + "n_pred": 192802, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6564979880766881, + "FN": 59698, + "FP": 35315, + "IoU": 0.48864682170208873, + "TN": 106460881, + "TP": 90794, + "n_pred": 126109, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8526538886841135, + "FN": 830, + "FP": 2368, + "IoU": 0.7431531603887238, + "TN": 106634237, + "TP": 9253, + "n_pred": 11621, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5930513595166164, + "FN": 2479, + "FP": 215, + "IoU": 0.42151599742323387, + "TN": 106642031, + "TP": 1963, + "n_pred": 2178, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9588300008438032, + "FN": 73782, + "FP": 29167, + "IoU": 0.9209158942544206, + "TN": 105344922, + "TP": 1198817, + "n_pred": 1227984, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7327587297170826, + "FN": 105087, + "FP": 63957, + "IoU": 0.5782314283005404, + "TN": 106245890, + "TP": 231754, + "n_pred": 295711, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8835110173399098, + "FN": 7799, + "FP": 8875, + "IoU": 0.7913298125297225, + "TN": 106566782, + "TP": 63232, + "n_pred": 72107, + "n_ref": 71031 + }, + "9": { + "Dice": 0.821879786203232, + "FN": 19348, + "FP": 9145, + "IoU": 0.6976196287767036, + "TN": 106552459, + "TP": 65736, + "n_pred": 74881, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8667529378115266, + "FN": 30498, + "FP": 7703, + "IoU": 0.7648402248117848, + "TN": 107964481, + "TP": 124246, + "n_pred": 131949, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7888480918477834, + "FN": 15936, + "FP": 18971, + "IoU": 0.6513205210164615, + "TN": 108026816, + "TP": 65205, + "n_pred": 84176, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6268846888936079, + "FN": 1561, + "FP": 196, + "IoU": 0.45654191153727186, + "TN": 108123695, + "TP": 1476, + "n_pred": 1672, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7106993424985056, + "FN": 1596, + "FP": 340, + "IoU": 0.5512285581826611, + "TN": 108122614, + "TP": 2378, + "n_pred": 2718, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6543674521297075, + "FN": 35781, + "FP": 8208, + "IoU": 0.4862898516874927, + "TN": 108041298, + "TP": 41641, + "n_pred": 49849, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7267343126432878, + "FN": 5658, + "FP": 20088, + "IoU": 0.5707640752905087, + "TN": 108066947, + "TP": 34235, + "n_pred": 54323, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5800537047914743, + "FN": 13406, + "FP": 6612, + "IoU": 0.40850397423396273, + "TN": 108093085, + "TP": 13825, + "n_pred": 20437, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8756692093941442, + "FN": 27161, + "FP": 19193, + "IoU": 0.7788359232982333, + "TN": 107917337, + "TP": 163237, + "n_pred": 182430, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8814236562715373, + "FN": 35895, + "FP": 8322, + "IoU": 0.7879870347816914, + "TN": 107918370, + "TP": 164341, + "n_pred": 172663, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8520576575381094, + "FN": 7625, + "FP": 1294, + "IoU": 0.742247781984221, + "TN": 108092325, + "TP": 25684, + "n_pred": 26978, + "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": 0.9636745509227587, + "FN": 51747, + "FP": 55882, + "IoU": 0.9298956730058381, + "TN": 106591659, + "TP": 1427640, + "n_pred": 1483522, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8375593524191264, + "FN": 58292, + "FP": 18546, + "IoU": 0.7205179500236424, + "TN": 107851998, + "TP": 198092, + "n_pred": 216638, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9190075014425851, + "FN": 3355, + "FP": 3663, + "IoU": 0.8501515992654909, + "TN": 108080094, + "TP": 39816, + "n_pred": 43479, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8638784900308393, + "FN": 9355, + "FP": 7153, + "IoU": 0.7603750852796447, + "TN": 108058037, + "TP": 52383, + "n_pred": 59536, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07726027810682139, + "FN": 119373, + "FP": 2926, + "IoU": 0.040182390381340305, + "TN": 62442741, + "TP": 5120, + "n_pred": 8046, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6172716022174377, + "FN": 22735, + "FP": 22417, + "IoU": 0.44641565415690937, + "TN": 62488597, + "TP": 36411, + "n_pred": 58828, + "n_ref": 59146 + }, + "11": { + "Dice": 0.526073177758571, + "FN": 1139, + "FP": 506, + "IoU": 0.35691946833463645, + "TN": 62567602, + "TP": 913, + "n_pred": 1419, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5140375368388398, + "FN": 2610, + "FP": 523, + "IoU": 0.34592901878914406, + "TN": 62565370, + "TP": 1657, + "n_pred": 2180, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7713995769602269, + "FN": 10163, + "FP": 8534, + "IoU": 0.6278685588042116, + "TN": 62519917, + "TP": 31546, + "n_pred": 40080, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5785956055877932, + "FN": 209906, + "FP": 623, + "IoU": 0.40705910848619525, + "TN": 62215101, + "TP": 144530, + "n_pred": 145153, + "n_ref": 354436 + }, + "15": { + "Dice": 0.012303443727716752, + "FN": 90742, + "FP": 5110, + "IoU": 0.006189799790562888, + "TN": 62473711, + "TP": 597, + "n_pred": 5707, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6793310117028114, + "FN": 76108, + "FP": 9712, + "IoU": 0.5143840112265453, + "TN": 62393436, + "TP": 90904, + "n_pred": 100616, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7441508310491033, + "FN": 55197, + "FP": 44489, + "IoU": 0.5925479344551761, + "TN": 62325503, + "TP": 144971, + "n_pred": 189460, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8987837300341226, + "FN": 2013, + "FP": 2822, + "IoU": 0.816173675005703, + "TN": 62543858, + "TP": 21467, + "n_pred": 24289, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0549476688867745, + "FN": 7944, + "FP": 2, + "IoU": 0.028249969426440015, + "TN": 62561983, + "TP": 231, + "n_pred": 233, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9427197632029706, + "FN": 30710, + "FP": 142681, + "IoU": 0.8916460654356754, + "TN": 60969932, + "TP": 1426837, + "n_pred": 1569518, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7444034529539556, + "FN": 64212, + "FP": 20381, + "IoU": 0.5928683498734226, + "TN": 62362382, + "TP": 123185, + "n_pred": 143566, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9118342413251296, + "FN": 8029, + "FP": 3979, + "IoU": 0.83795527846376, + "TN": 62496057, + "TP": 62095, + "n_pred": 66074, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8020731981139136, + "FN": 6730, + "FP": 14426, + "IoU": 0.6695510918121895, + "TN": 62506138, + "TP": 42866, + "n_pred": 57292, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7504552932792553, + "FN": 110110, + "FP": 3346, + "IoU": 0.6005829877417674, + "TN": 55097194, + "TP": 170598, + "n_pred": 173944, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7244625280317984, + "FN": 22619, + "FP": 18419, + "IoU": 0.567966479976418, + "TN": 55286260, + "TP": 53950, + "n_pred": 72369, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5968528060158752, + "FN": 2184, + "FP": 711, + "IoU": 0.425367209210004, + "TN": 55376210, + "TP": 2143, + "n_pred": 2854, + "n_ref": 4327 + }, + "12": { + "Dice": 0.030340814630091438, + "FN": 4655, + "FP": 11, + "IoU": 0.015404093690652036, + "TN": 55376509, + "TP": 73, + "n_pred": 84, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5998798273884307, + "FN": 27416, + "FP": 9209, + "IoU": 0.4284488139825218, + "TN": 55317168, + "TP": 27455, + "n_pred": 36664, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9060269039296684, + "FN": 9648, + "FP": 8096, + "IoU": 0.8281985244282644, + "TN": 55277966, + "TP": 85538, + "n_pred": 93634, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8063965568417928, + "FN": 22657, + "FP": 8651, + "IoU": 0.675598383587193, + "TN": 55284738, + "TP": 65202, + "n_pred": 73853, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7676469451636588, + "FN": 46385, + "FP": 43804, + "IoU": 0.6229115448296624, + "TN": 55142076, + "TP": 148983, + "n_pred": 192787, + "n_ref": 195368 + }, + "3": { + "Dice": 0.733350123908224, + "FN": 65963, + "FP": 19794, + "IoU": 0.578968298778003, + "TN": 55177565, + "TP": 117926, + "n_pred": 137720, + "n_ref": 183889 + }, + "4": { + "Dice": 0.4278525025162412, + "FN": 5071, + "FP": 1182, + "IoU": 0.2721452683040391, + "TN": 55372657, + "TP": 2338, + "n_pred": 3520, + "n_ref": 7409 + }, + "5": { + "Dice": 0.2413525670854661, + "FN": 4862, + "FP": 29, + "IoU": 0.13723760804374668, + "TN": 55375579, + "TP": 778, + "n_pred": 807, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9386969188323591, + "FN": 39197, + "FP": 151447, + "IoU": 0.8844758255102857, + "TN": 53730996, + "TP": 1459608, + "n_pred": 1611055, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7345110909072474, + "FN": 66592, + "FP": 11959, + "IoU": 0.5804168536204944, + "TN": 55194036, + "TP": 108661, + "n_pred": 120620, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9138124802234613, + "FN": 5177, + "FP": 2722, + "IoU": 0.84130268815044, + "TN": 55331474, + "TP": 41875, + "n_pred": 44597, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8310902827845871, + "FN": 9418, + "FP": 7450, + "IoU": 0.7109961278826714, + "TN": 55322882, + "TP": 41498, + "n_pred": 48948, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.741667052110621, + "FN": 112355, + "FP": 10519, + "IoU": 0.5894044603653035, + "TN": 110847357, + "TP": 176384, + "n_pred": 186903, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8305593932802258, + "FN": 11637, + "FP": 17184, + "IoU": 0.7102193890888616, + "TN": 111047157, + "TP": 70637, + "n_pred": 87821, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7451930355791068, + "FN": 1173, + "FP": 510, + "IoU": 0.5938706563706564, + "TN": 111142471, + "TP": 2461, + "n_pred": 2971, + "n_ref": 3634 + }, + "12": { + "Dice": 0.4679227283567851, + "FN": 2123, + "FP": 108, + "IoU": 0.30541718555417185, + "TN": 111143403, + "TP": 981, + "n_pred": 1089, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5959393069866528, + "FN": 28326, + "FP": 18143, + "IoU": 0.4244398479012101, + "TN": 111065878, + "TP": 34268, + "n_pred": 52411, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6608821869204097, + "FN": 20627, + "FP": 400, + "IoU": 0.49352057038250313, + "TN": 111105099, + "TP": 20489, + "n_pred": 20889, + "n_ref": 41116 + }, + "15": { + "Dice": 0.5503541296311972, + "FN": 15612, + "FP": 323, + "IoU": 0.37964729240471834, + "TN": 111120928, + "TP": 9752, + "n_pred": 10075, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7039225116974753, + "FN": 29289, + "FP": 77208, + "IoU": 0.5431176129904116, + "TN": 110913520, + "TP": 126598, + "n_pred": 203806, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5753247394134129, + "FN": 139635, + "FP": 15267, + "IoU": 0.403828686669643, + "TN": 110886787, + "TP": 104926, + "n_pred": 120193, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8766567562310706, + "FN": 3063, + "FP": 1376, + "IoU": 0.7803997229642822, + "TN": 111126401, + "TP": 15775, + "n_pred": 17151, + "n_ref": 18838 + }, + "5": { + "Dice": 0.3035904728048347, + "FN": 3913, + "FP": 5, + "IoU": 0.17896060352053647, + "TN": 111141843, + "TP": 854, + "n_pred": 859, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9547816640940027, + "FN": 24756, + "FP": 124849, + "IoU": 0.913475808158681, + "TN": 109417561, + "TP": 1579449, + "n_pred": 1704298, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.37455607945944713, + "FN": 288261, + "FP": 13774, + "IoU": 0.2304330987530384, + "TN": 110754141, + "TP": 90439, + "n_pred": 104213, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9108383834533927, + "FN": 8856, + "FP": 5180, + "IoU": 0.8362747728306641, + "TN": 111060886, + "TP": 71693, + "n_pred": 76873, + "n_ref": 80549 + }, + "9": { + "Dice": 0.88873550782088, + "FN": 8212, + "FP": 3717, + "IoU": 0.7997515569656376, + "TN": 111087044, + "TP": 47642, + "n_pred": 51359, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9298798461947817, + "FN": 23960, + "FP": 2920, + "IoU": 0.8689490080980542, + "TN": 96915914, + "TP": 178231, + "n_pred": 181151, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7907370517928287, + "FN": 18828, + "FP": 10586, + "IoU": 0.6539000082365538, + "TN": 97036038, + "TP": 55573, + "n_pred": 66159, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5221885581892711, + "FN": 2447, + "FP": 234, + "IoU": 0.3533526290400386, + "TN": 97116879, + "TP": 1465, + "n_pred": 1699, + "n_ref": 3912 + }, + "12": { + "Dice": 0.5179723502304148, + "FN": 3316, + "FP": 345, + "IoU": 0.34950248756218905, + "TN": 97115397, + "TP": 1967, + "n_pred": 2312, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7060415383261462, + "FN": 19280, + "FP": 7442, + "IoU": 0.5456446703960008, + "TN": 97062212, + "TP": 32091, + "n_pred": 39533, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9145759197402628, + "FN": 15982, + "FP": 5935, + "IoU": 0.8425977794056391, + "TN": 96981783, + "TP": 117325, + "n_pred": 123260, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8648956478495917, + "FN": 14584, + "FP": 2260, + "IoU": 0.7619525431393886, + "TN": 97050266, + "TP": 53915, + "n_pred": 56175, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7962706969117995, + "FN": 51326, + "FP": 8067, + "IoU": 0.6615031260508033, + "TN": 96945564, + "TP": 116068, + "n_pred": 124135, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6658537402058173, + "FN": 100531, + "FP": 19219, + "IoU": 0.4990860149834981, + "TN": 96881962, + "TP": 119313, + "n_pred": 138532, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7899604390997931, + "FN": 2157, + "FP": 5860, + "IoU": 0.6528385224959945, + "TN": 97097932, + "TP": 15076, + "n_pred": 20936, + "n_ref": 17233 + }, + "5": { + "Dice": 0.03483606557377049, + "FN": 12237, + "FP": 9, + "IoU": 0.017726798748696558, + "TN": 97108558, + "TP": 221, + "n_pred": 230, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9727656917665838, + "FN": 34297, + "FP": 52682, + "IoU": 0.9469754699290519, + "TN": 95480671, + "TP": 1553375, + "n_pred": 1606057, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6378745519098503, + "FN": 159410, + "FP": 30607, + "IoU": 0.46829354286289915, + "TN": 96763653, + "TP": 167355, + "n_pred": 197962, + "n_ref": 326765 + }, + "8": { + "Dice": 0.882632900338391, + "FN": 19250, + "FP": 2254, + "IoU": 0.7899220413825443, + "TN": 97018663, + "TP": 80858, + "n_pred": 83112, + "n_ref": 100108 + }, + "9": { + "Dice": 0.870105814237228, + "FN": 16998, + "FP": 6424, + "IoU": 0.7700772560837938, + "TN": 97019156, + "TP": 78447, + "n_pred": 84871, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547477402101437, + "FN": 11133, + "FP": 6499, + "IoU": 0.913413705895352, + "TN": 78852770, + "TP": 186003, + "n_pred": 192502, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5846347917894996, + "FN": 50374, + "FP": 10212, + "IoU": 0.413062853599938, + "TN": 78953181, + "TP": 42638, + "n_pred": 52850, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6041290839847665, + "FN": 1502, + "FP": 473, + "IoU": 0.4327972429638139, + "TN": 79052923, + "TP": 1507, + "n_pred": 1980, + "n_ref": 3009 + }, + "12": { + "Dice": 0.39713945172824794, + "FN": 2171, + "FP": 358, + "IoU": 0.24776918500892325, + "TN": 79053043, + "TP": 833, + "n_pred": 1191, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5978916373314206, + "FN": 33799, + "FP": 8808, + "IoU": 0.4264232731580577, + "TN": 78982122, + "TP": 31676, + "n_pred": 40484, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6155521672838161, + "FN": 16683, + "FP": 9792, + "IoU": 0.4446192573945878, + "TN": 79008735, + "TP": 21195, + "n_pred": 30987, + "n_ref": 37878 + }, + "15": { + "Dice": 0.36713387001166414, + "FN": 28932, + "FP": 4165, + "IoU": 0.22484015270393704, + "TN": 79013708, + "TP": 9600, + "n_pred": 13765, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8070584910218949, + "FN": 24226, + "FP": 18099, + "IoU": 0.6765281323082096, + "TN": 78925559, + "TP": 88521, + "n_pred": 106620, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7860951751421905, + "FN": 41701, + "FP": 1662, + "IoU": 0.6475756245834755, + "TN": 78933363, + "TP": 79679, + "n_pred": 81341, + "n_ref": 121380 + }, + "4": { + "Dice": 0.41395819906085995, + "FN": 6234, + "FP": 131, + "IoU": 0.2610008127249507, + "TN": 79047792, + "TP": 2248, + "n_pred": 2379, + "n_ref": 8482 + }, + "5": { + "Dice": 0.30524696633054177, + "FN": 4065, + "FP": 0, + "IoU": 0.1801129487696652, + "TN": 79051447, + "TP": 893, + "n_pred": 893, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9555486618178486, + "FN": 46512, + "FP": 71846, + "IoU": 0.9148809780654441, + "TN": 77665905, + "TP": 1272142, + "n_pred": 1343988, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7200169502693051, + "FN": 195309, + "FP": 21406, + "IoU": 0.5625206915207157, + "TN": 78561033, + "TP": 278657, + "n_pred": 300063, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8997375817145696, + "FN": 2555, + "FP": 3902, + "IoU": 0.8177481724011403, + "TN": 79020976, + "TP": 28972, + "n_pred": 32874, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8839942997644592, + "FN": 11430, + "FP": 4281, + "IoU": 0.7921055417350341, + "TN": 78980833, + "TP": 59861, + "n_pred": 64142, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632101774203745, + "FN": 12489, + "FP": 4388, + "IoU": 0.9290312814065069, + "TN": 122474131, + "TP": 220932, + "n_pred": 225320, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7959313959028108, + "FN": 26863, + "FP": 15971, + "IoU": 0.6610349220920019, + "TN": 122585573, + "TP": 83533, + "n_pred": 99504, + "n_ref": 110396 + }, + "11": { + "Dice": 0.40249433106575966, + "FN": 3117, + "FP": 45, + "IoU": 0.25195173882185945, + "TN": 122707713, + "TP": 1065, + "n_pred": 1110, + "n_ref": 4182 + }, + "12": { + "Dice": 0.23634924821946715, + "FN": 5394, + "FP": 396, + "IoU": 0.13401136703559677, + "TN": 122705254, + "TP": 896, + "n_pred": 1292, + "n_ref": 6290 + }, + "13": { + "Dice": 0.15493520848521908, + "FN": 47212, + "FP": 24654, + "IoU": 0.0839727738547429, + "TN": 122633486, + "TP": 6588, + "n_pred": 31242, + "n_ref": 53800 + }, + "14": { + "Dice": 0.841287529342991, + "FN": 15590, + "FP": 19162, + "IoU": 0.7260537455560198, + "TN": 122585083, + "TP": 92105, + "n_pred": 111267, + "n_ref": 107695 + }, + "15": { + "Dice": 0.85184685479435, + "FN": 10050, + "FP": 4225, + "IoU": 0.7419279025201576, + "TN": 122656626, + "TP": 41039, + "n_pred": 45264, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6669711055457548, + "FN": 67565, + "FP": 1716, + "IoU": 0.5003425719581414, + "TN": 122573283, + "TP": 69376, + "n_pred": 71092, + "n_ref": 136941 + }, + "3": { + "Dice": 0.797248177548778, + "FN": 6932, + "FP": 63741, + "IoU": 0.6628534354859484, + "TN": 122502319, + "TP": 138948, + "n_pred": 202689, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7679495798319328, + "FN": 19782, + "FP": 7832, + "IoU": 0.6233101886586547, + "TN": 122638633, + "TP": 45693, + "n_pred": 53525, + "n_ref": 65475 + }, + "5": { + "Dice": 0.2469770253929867, + "FN": 14758, + "FP": 188, + "IoU": 0.14088635971719263, + "TN": 122694543, + "TP": 2451, + "n_pred": 2639, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9362177707381519, + "FN": 43385, + "FP": 183811, + "IoU": 0.8800840482057946, + "TN": 120817313, + "TP": 1667431, + "n_pred": 1851242, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6019379471946695, + "FN": 287890, + "FP": 80235, + "IoU": 0.43055166684971513, + "TN": 122065481, + "TP": 278334, + "n_pred": 358569, + "n_ref": 566224 + }, + "8": { + "Dice": 0.921916890080429, + "FN": 18157, + "FP": 1881, + "IoU": 0.8551445446067765, + "TN": 122573609, + "TP": 118293, + "n_pred": 120174, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8563627055008818, + "FN": 14530, + "FP": 5670, + "IoU": 0.7488062077198567, + "TN": 122631524, + "TP": 60216, + "n_pred": 65886, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3360988/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_004/summary.json b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fc40c8c5654281af6757003a6d66a25fcee8e61 --- /dev/null +++ b/nnActive_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6154231086763338, + "FN": 44256.403999999995, + "FP": 27497.13066666667, + "IoU": 0.4975385647631028, + "TN": 96242873.17866667, + "TP": 142334.12666666665, + "n_pred": 169831.25733333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7664602113829869, + "FN": 52188.84, + "FP": 22046.32, + "IoU": 0.6616974738741749, + "TN": 96240626.38, + "TP": 142099.3, + "n_pred": 164145.62, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5743653267800479, + "FN": 34773.92, + "FP": 14371.66, + "IoU": 0.4292361785034061, + "TN": 96368366.62, + "TP": 39448.64, + "n_pred": 53820.3, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.4841590338153243, + "FN": 2237.58, + "FP": 342.92, + "IoU": 0.3434093956628367, + "TN": 96452917.54, + "TP": 1462.8, + "n_pred": 1805.72, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.34605218875581273, + "FN": 3159.18, + "FP": 224.0, + "IoU": 0.23563004462689233, + "TN": 96452500.18, + "TP": 1077.48, + "n_pred": 1301.48, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4221828350610267, + "FN": 36973.2, + "FP": 14169.78, + "IoU": 0.28944364636857817, + "TN": 96384932.92, + "TP": 20884.94, + "n_pred": 35054.72, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6423025879361569, + "FN": 71512.62, + "FP": 11369.84, + "IoU": 0.5316139550087784, + "TN": 96307232.86, + "TP": 66845.52, + "n_pred": 78215.36, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3725869653336013, + "FN": 40112.82, + "FP": 3067.08, + "IoU": 0.2682026469573174, + "TN": 96399846.72, + "TP": 13934.22, + "n_pred": 17001.3, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7450861590014319, + "FN": 52543.8, + "FP": 14467.96, + "IoU": 0.6142171578089962, + "TN": 96285651.18, + "TP": 104297.9, + "n_pred": 118765.86, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7988573774796203, + "FN": 25954.02, + "FP": 40645.4, + "IoU": 0.678914118127621, + "TN": 96252912.86, + "TP": 137448.56, + "n_pred": 178093.96, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5568973598185402, + "FN": 11692.42, + "FP": 4420.72, + "IoU": 0.45534685312150197, + "TN": 96425962.62, + "TP": 14885.08, + "n_pred": 19305.8, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3966666372208689, + "FN": 12789.96, + "FP": 1035.34, + "IoU": 0.28049167074107145, + "TN": 96438773.34, + "TP": 4362.2, + "n_pred": 5397.54, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8901093617466457, + "FN": 91928.2, + "FP": 234212.08, + "IoU": 0.8107536254749377, + "TN": 94863525.14, + "TP": 1267295.42, + "n_pred": 1501507.5, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6067370709873637, + "FN": 180095.44, + "FP": 31702.34, + "IoU": 0.46816581575564054, + "TN": 96086333.84, + "TP": 158829.22, + "n_pred": 190531.56, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8614192090728107, + "FN": 26104.08, + "FP": 11068.88, + "IoU": 0.7607300054045361, + "TN": 96313522.78, + "TP": 106265.1, + "n_pred": 117333.98, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7674643057527684, + "FN": 21779.98, + "FP": 9312.64, + "IoU": 0.6352258840102529, + "TN": 96369992.7, + "TP": 55875.52, + "n_pred": 65188.16, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8172924602454804, + "FN": 25104, + "FP": 5114, + "IoU": 0.6910351314874648, + "TN": 119495516, + "TP": 67586, + "n_pred": 72700, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6465684642698624, + "FN": 28720, + "FP": 22242, + "IoU": 0.47772528362216504, + "TN": 119495743, + "TP": 46615, + "n_pred": 68857, + "n_ref": 75335 + }, + "11": { + "Dice": 0.44248159831756045, + "FN": 2494, + "FP": 157, + "IoU": 0.2840939778557926, + "TN": 119589617, + "TP": 1052, + "n_pred": 1209, + "n_ref": 3546 + }, + "12": { + "Dice": 0.46604139715394566, + "FN": 3024, + "FP": 278, + "IoU": 0.30381615011596036, + "TN": 119588577, + "TP": 1441, + "n_pred": 1719, + "n_ref": 4465 + }, + "13": { + "Dice": 0.21581007408788033, + "FN": 43494, + "FP": 23824, + "IoU": 0.12095689531345895, + "TN": 119516739, + "TP": 9263, + "n_pred": 33087, + "n_ref": 52757 + }, + "14": { + "Dice": 0.34176121446564706, + "FN": 196066, + "FP": 2002, + "IoU": 0.20609891497352567, + "TN": 119343833, + "TP": 51419, + "n_pred": 53421, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 33359, + "IoU": 0.0, + "TN": 119527098, + "TP": 0, + "n_pred": 33359, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8724142163308961, + "FN": 16407, + "FP": 19976, + "IoU": 0.7737009715501263, + "TN": 119432546, + "TP": 124391, + "n_pred": 144367, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8797380546100764, + "FN": 24217, + "FP": 15744, + "IoU": 0.7852967408474012, + "TN": 119407198, + "TP": 146161, + "n_pred": 161905, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7458038518894565, + "FN": 30693, + "FP": 1353, + "IoU": 0.594646900337731, + "TN": 119514263, + "TP": 47011, + "n_pred": 48364, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0031819363918677047, + "FN": 64160, + "FP": 1001, + "IoU": 0.0015935034091779667, + "TN": 119528055, + "TP": 104, + "n_pred": 1105, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9511832467945944, + "FN": 49635, + "FP": 66589, + "IoU": 0.9069108058081429, + "TN": 118344797, + "TP": 1132299, + "n_pred": 1198888, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 71034, + "IoU": 0.0, + "TN": 119522286, + "TP": 0, + "n_pred": 71034, + "n_ref": 0 + }, + "8": { + "Dice": 0.7073655277784888, + "FN": 106871, + "FP": 41756, + "IoU": 0.5472278072259794, + "TN": 119265060, + "TP": 179633, + "n_pred": 221389, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7316239041777721, + "FN": 30967, + "FP": 2463, + "IoU": 0.576819372887578, + "TN": 119514323, + "TP": 45567, + "n_pred": 48030, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.917741751182384, + "FN": 23916, + "FP": 5599, + "IoU": 0.8479877627960157, + "TN": 72631498, + "TP": 164647, + "n_pred": 170246, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5430768704925317, + "FN": 28729, + "FP": 38112, + "IoU": 0.37275602225913307, + "TN": 72719097, + "TP": 39722, + "n_pred": 77834, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6144352025757982, + "FN": 1102, + "FP": 335, + "IoU": 0.4434546862896979, + "TN": 72823078, + "TP": 1145, + "n_pred": 1480, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6143922596250756, + "FN": 1350, + "FP": 563, + "IoU": 0.4434099505382601, + "TN": 72822223, + "TP": 1524, + "n_pred": 2087, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5148569355302831, + "FN": 29607, + "FP": 9170, + "IoU": 0.34667160884875237, + "TN": 72766307, + "TP": 20576, + "n_pred": 29746, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8489309148973329, + "FN": 8836, + "FP": 15384, + "IoU": 0.7375151725333796, + "TN": 72733388, + "TP": 68052, + "n_pred": 83436, + "n_ref": 76888 + }, + "15": { + "Dice": 0.513025070417607, + "FN": 27819, + "FP": 16, + "IoU": 0.3450125891239382, + "TN": 72783163, + "TP": 14662, + "n_pred": 14678, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8777062208824336, + "FN": 20544, + "FP": 11586, + "IoU": 0.7820645870215494, + "TN": 72678231, + "TP": 115299, + "n_pred": 126885, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8767293160240264, + "FN": 14027, + "FP": 17783, + "IoU": 0.7805147312495687, + "TN": 72680730, + "TP": 113120, + "n_pred": 130903, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5416388183397941, + "FN": 16880, + "FP": 265, + "IoU": 0.3714023831347388, + "TN": 72798385, + "TP": 10130, + "n_pred": 10395, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7083079009833843, + "FN": 3417, + "FP": 884, + "IoU": 0.5483566103118765, + "TN": 72816137, + "TP": 5222, + "n_pred": 6106, + "n_ref": 8639 + }, + "6": { + "Dice": 0.922065689311298, + "FN": 57558, + "FP": 136880, + "IoU": 0.8554006307881431, + "TN": 71480993, + "TP": 1150229, + "n_pred": 1287109, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6202870260837573, + "FN": 117493, + "FP": 31124, + "IoU": 0.44957685968778355, + "TN": 72555655, + "TP": 121388, + "n_pred": 152512, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9129301355578728, + "FN": 5664, + "FP": 4356, + "IoU": 0.8398081534772183, + "TN": 72763110, + "TP": 52530, + "n_pred": 56886, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8511665758694672, + "FN": 14708, + "FP": 7421, + "IoU": 0.7408964241388193, + "TN": 72740254, + "TP": 63277, + "n_pred": 70698, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8777062417934479, + "FN": 45803, + "FP": 13898, + "IoU": 0.7820646202256707, + "TN": 71535549, + "TP": 214238, + "n_pred": 228136, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6928482988333362, + "FN": 34123, + "FP": 18716, + "IoU": 0.530044292651689, + "TN": 71697054, + "TP": 59595, + "n_pred": 78311, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5314657723416848, + "FN": 2022, + "FP": 353, + "IoU": 0.361902203116604, + "TN": 71805766, + "TP": 1347, + "n_pred": 1700, + "n_ref": 3369 + }, + "12": { + "Dice": 0.21293060409385922, + "FN": 5656, + "FP": 650, + "IoU": 0.11915071937421427, + "TN": 71802329, + "TP": 853, + "n_pred": 1503, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4417955393832931, + "FN": 42775, + "FP": 10610, + "IoU": 0.28352860651447437, + "TN": 71734977, + "TP": 21126, + "n_pred": 31736, + "n_ref": 63901 + }, + "14": { + "Dice": 0.22446769996413657, + "FN": 456139, + "FP": 140, + "IoU": 0.12642276344936254, + "TN": 71287177, + "TP": 66032, + "n_pred": 66172, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 0, + "IoU": 0.0, + "TN": 71628825, + "TP": 0, + "n_pred": 0, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7814635515330106, + "FN": 35492, + "FP": 26804, + "IoU": 0.6413132348368821, + "TN": 71635810, + "TP": 111382, + "n_pred": 138186, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8116294494804334, + "FN": 30813, + "FP": 40755, + "IoU": 0.6829767441860465, + "TN": 71583738, + "TP": 154182, + "n_pred": 194937, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7240883621321912, + "FN": 1634, + "FP": 7771, + "IoU": 0.5675066678929458, + "TN": 71787742, + "TP": 12341, + "n_pred": 20112, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7504636744210693, + "FN": 3262, + "FP": 1447, + "IoU": 0.6005937234944868, + "TN": 71797698, + "TP": 7081, + "n_pred": 8528, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9136102286650235, + "FN": 39464, + "FP": 189128, + "IoU": 0.8409598955836649, + "TN": 70372165, + "TP": 1208731, + "n_pred": 1397859, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8738864455254768, + "FN": 32865, + "FP": 25517, + "IoU": 0.7760198268222223, + "TN": 71548831, + "TP": 202275, + "n_pred": 227792, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8856025904280524, + "FN": 13954, + "FP": 3428, + "IoU": 0.7946918961057369, + "TN": 71724825, + "TP": 67281, + "n_pred": 70709, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8576489836273967, + "FN": 15291, + "FP": 8897, + "IoU": 0.7507753495512761, + "TN": 71712435, + "TP": 72865, + "n_pred": 81762, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7859914296406133, + "FN": 74519, + "FP": 1542, + "IoU": 0.6474348277524382, + "TN": 135229774, + "TP": 139675, + "n_pred": 141217, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7141809527762788, + "FN": 33519, + "FP": 7795, + "IoU": 0.555428817389433, + "TN": 135352580, + "TP": 51616, + "n_pred": 59411, + "n_ref": 85135 + }, + "11": { + "Dice": 0.20170523751522534, + "FN": 3133, + "FP": 144, + "IoU": 0.11216472500677323, + "TN": 135441819, + "TP": 414, + "n_pred": 558, + "n_ref": 3547 + }, + "12": { + "Dice": 0.16827402726970403, + "FN": 5002, + "FP": 0, + "IoU": 0.09186637618010167, + "TN": 135440002, + "TP": 506, + "n_pred": 506, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6421237979141271, + "FN": 16869, + "FP": 9553, + "IoU": 0.4728883214299964, + "TN": 135395384, + "TP": 23704, + "n_pred": 33257, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8859748105888042, + "FN": 16605, + "FP": 15933, + "IoU": 0.7952915418879131, + "TN": 135286562, + "TP": 126410, + "n_pred": 142343, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3579268120644415, + "FN": 38613, + "FP": 6901, + "IoU": 0.2179725085910653, + "TN": 135387310, + "TP": 12686, + "n_pred": 19587, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7417214356605678, + "FN": 33540, + "FP": 89031, + "IoU": 0.5894731553739492, + "TN": 135146940, + "TP": 175999, + "n_pred": 265030, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6490694735006973, + "FN": 107727, + "FP": 21101, + "IoU": 0.48046103094779125, + "TN": 135197544, + "TP": 119138, + "n_pred": 140239, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8578558153438259, + "FN": 3838, + "FP": 7099, + "IoU": 0.7510923987255348, + "TN": 135401570, + "TP": 33003, + "n_pred": 40102, + "n_ref": 36841 + }, + "5": { + "Dice": 0.35591293970563165, + "FN": 21781, + "FP": 887, + "IoU": 0.21648059175279113, + "TN": 135416579, + "TP": 6263, + "n_pred": 7150, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9475680768394539, + "FN": 60725, + "FP": 116524, + "IoU": 0.900360447062289, + "TN": 133666608, + "TP": 1601653, + "n_pred": 1718177, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6693943752486459, + "FN": 89601, + "FP": 18431, + "IoU": 0.5030749628566565, + "TN": 135228109, + "TP": 109369, + "n_pred": 127800, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8319858925664677, + "FN": 74960, + "FP": 11742, + "IoU": 0.7123080853831324, + "TN": 135144139, + "TP": 214669, + "n_pred": 226411, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7935433938811168, + "FN": 30363, + "FP": 4849, + "IoU": 0.6577471496748734, + "TN": 135342627, + "TP": 67671, + "n_pred": 72520, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7794072615407808, + "FN": 90770, + "FP": 2880, + "IoU": 0.6385481717060217, + "TN": 105494911, + "TP": 165444, + "n_pred": 168324, + "n_ref": 256214 + }, + "10": { + "Dice": 0.28676372734289746, + "FN": 44324, + "FP": 36067, + "IoU": 0.16738130748197863, + "TN": 105657453, + "TP": 16161, + "n_pred": 52228, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5499166071003098, + "FN": 1315, + "FP": 574, + "IoU": 0.37923102201774567, + "TN": 105750962, + "TP": 1154, + "n_pred": 1728, + "n_ref": 2469 + }, + "12": { + "Dice": 0.32588194201886134, + "FN": 3471, + "FP": 389, + "IoU": 0.19465887752973085, + "TN": 105749212, + "TP": 933, + "n_pred": 1322, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3705373858401029, + "FN": 58141, + "FP": 19191, + "IoU": 0.2273985193769794, + "TN": 105653912, + "TP": 22761, + "n_pred": 41952, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8842571491685518, + "FN": 38783, + "FP": 2610, + "IoU": 0.7925277303005849, + "TN": 105554494, + "TP": 158118, + "n_pred": 160728, + "n_ref": 196901 + }, + "15": { + "Dice": 0.45287337964811414, + "FN": 19425, + "FP": 1130, + "IoU": 0.29271901452067994, + "TN": 105724943, + "TP": 8507, + "n_pred": 9637, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8992531131788939, + "FN": 22617, + "FP": 6573, + "IoU": 0.8169481321685909, + "TN": 105594542, + "TP": 130273, + "n_pred": 136846, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8148670134064931, + "FN": 8991, + "FP": 64833, + "IoU": 0.6875743250963846, + "TN": 105517712, + "TP": 162469, + "n_pred": 227302, + "n_ref": 171460 + }, + "4": { + "Dice": 0.47644284452444047, + "FN": 26560, + "FP": 4855, + "IoU": 0.31271740795029423, + "TN": 105708296, + "TP": 14294, + "n_pred": 19149, + "n_ref": 40854 + }, + "5": { + "Dice": 0.2351984825904349, + "FN": 10629, + "FP": 661, + "IoU": 0.13327191770305544, + "TN": 105740979, + "TP": 1736, + "n_pred": 2397, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9020326399750906, + "FN": 53333, + "FP": 268855, + "IoU": 0.8215477734735452, + "TN": 103948547, + "TP": 1483270, + "n_pred": 1752125, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6984949131011746, + "FN": 83628, + "FP": 75870, + "IoU": 0.5366824303126779, + "TN": 105409753, + "TP": 184754, + "n_pred": 260624, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8669662107671291, + "FN": 9654, + "FP": 14595, + "IoU": 0.7651724238110456, + "TN": 105650742, + "TP": 79014, + "n_pred": 93609, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7832987883762016, + "FN": 18498, + "FP": 12658, + "IoU": 0.6437889441490882, + "TN": 105666540, + "TP": 56309, + "n_pred": 68967, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159119282477451, + "FN": 34258, + "FP": 5953, + "IoU": 0.8448685601413548, + "TN": 96878674, + "TP": 218995, + "n_pred": 224948, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7440814069056144, + "FN": 23109, + "FP": 38432, + "IoU": 0.5924599022555395, + "TN": 96986874, + "TP": 89465, + "n_pred": 127897, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6717903930131004, + "FN": 1638, + "FP": 241, + "IoU": 0.5057864281956865, + "TN": 97134078, + "TP": 1923, + "n_pred": 2164, + "n_ref": 3561 + }, + "12": { + "Dice": 0.74454523167443, + "FN": 1481, + "FP": 603, + "IoU": 0.5930482327670377, + "TN": 97132759, + "TP": 3037, + "n_pred": 3640, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6500327190593799, + "FN": 19103, + "FP": 14055, + "IoU": 0.4815173880410308, + "TN": 97073928, + "TP": 30794, + "n_pred": 44849, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5726829578113339, + "FN": 156264, + "FP": 5208, + "IoU": 0.4012303790145843, + "TN": 96868207, + "TP": 108201, + "n_pred": 113409, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 465, + "IoU": 0.0, + "TN": 97115043, + "TP": 0, + "n_pred": 465, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7443641415207146, + "FN": 53342, + "FP": 4808, + "IoU": 0.5928184803691592, + "TN": 96995069, + "TP": 84661, + "n_pred": 89469, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8043078813275778, + "FN": 11824, + "FP": 59532, + "IoU": 0.6726713915456777, + "TN": 96919885, + "TP": 146639, + "n_pred": 206171, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8531033791236338, + "FN": 1972, + "FP": 6818, + "IoU": 0.7438363350236056, + "TN": 97103566, + "TP": 25524, + "n_pred": 32342, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6067210797501253, + "FN": 7980, + "FP": 645, + "IoU": 0.43546275690535413, + "TN": 97122602, + "TP": 6653, + "n_pred": 7298, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8860470243697722, + "FN": 43551, + "FP": 331160, + "IoU": 0.7954079245297442, + "TN": 95306377, + "TP": 1456792, + "n_pred": 1787952, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8241506577902857, + "FN": 64779, + "FP": 16076, + "IoU": 0.700898174796357, + "TN": 96867554, + "TP": 189471, + "n_pred": 205547, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9302582124480936, + "FN": 9996, + "FP": 7706, + "IoU": 0.8696100528866694, + "TN": 97002118, + "TP": 118060, + "n_pred": 125766, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7901972191898129, + "FN": 8139, + "FP": 23956, + "IoU": 0.6531620126221146, + "TN": 97045344, + "TP": 60441, + "n_pred": 84397, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9341360633260385, + "FN": 15789, + "FP": 6452, + "IoU": 0.8764121115130501, + "TN": 130586831, + "TP": 157720, + "n_pred": 164172, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6209571114719649, + "FN": 28492, + "FP": 31031, + "IoU": 0.4502812179647023, + "TN": 130658513, + "TP": 48756, + "n_pred": 79787, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6965352449223416, + "FN": 1717, + "FP": 315, + "IoU": 0.534372135655362, + "TN": 130762428, + "TP": 2332, + "n_pred": 2647, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6645050543581918, + "FN": 1586, + "FP": 173, + "IoU": 0.4975721222507855, + "TN": 130763291, + "TP": 1742, + "n_pred": 1915, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6423466290704732, + "FN": 28563, + "FP": 7967, + "IoU": 0.47313006605705715, + "TN": 130697458, + "TP": 32804, + "n_pred": 40771, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9342771526816299, + "FN": 15695, + "FP": 4527, + "IoU": 0.876660526733108, + "TN": 130602838, + "TP": 143732, + "n_pred": 148259, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6020209778460505, + "FN": 16249, + "FP": 332, + "IoU": 0.4306366320994437, + "TN": 130737670, + "TP": 12541, + "n_pred": 12873, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8073200599230449, + "FN": 36455, + "FP": 25539, + "IoU": 0.6768958148746547, + "TN": 130574922, + "TP": 129876, + "n_pred": 155415, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8135081794658129, + "FN": 26935, + "FP": 36848, + "IoU": 0.6856416246506882, + "TN": 130563893, + "TP": 139116, + "n_pred": 175964, + "n_ref": 166051 + }, + "4": { + "Dice": 0.624943929090485, + "FN": 12521, + "FP": 8382, + "IoU": 0.45448614228300016, + "TN": 130728474, + "TP": 17415, + "n_pred": 25797, + "n_ref": 29936 + }, + "5": { + "Dice": 0.34806742953340764, + "FN": 23659, + "FP": 4998, + "IoU": 0.21070317018756712, + "TN": 130730485, + "TP": 7650, + "n_pred": 12648, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9488831112220502, + "FN": 48426, + "FP": 90418, + "IoU": 0.9027379555524422, + "TN": 129339267, + "TP": 1288681, + "n_pred": 1379099, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7384769835737298, + "FN": 171180, + "FP": 23152, + "IoU": 0.5853852636519773, + "TN": 130298087, + "TP": 274373, + "n_pred": 297525, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8702125909782474, + "FN": 18591, + "FP": 44535, + "IoU": 0.7702445469203248, + "TN": 130492039, + "TP": 211627, + "n_pred": 256162, + "n_ref": 230218 + }, + "9": { + "Dice": 0.816982539431919, + "FN": 27001, + "FP": 6614, + "IoU": 0.690592122824296, + "TN": 130658149, + "TP": 75028, + "n_pred": 81642, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5471154313362947, + "FN": 93875, + "FP": 83216, + "IoU": 0.3765718510173907, + "TN": 71951948, + "TP": 106969, + "n_pred": 190185, + "n_ref": 200844 + }, + "10": { + "Dice": 0.17822586989013295, + "FN": 55866, + "FP": 6814, + "IoU": 0.09783093685680153, + "TN": 72166531, + "TP": 6797, + "n_pred": 13611, + "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": 0.19811939645746773, + "FN": 3618, + "FP": 49, + "IoU": 0.10995145631067961, + "TN": 72231888, + "TP": 453, + "n_pred": 502, + "n_ref": 4071 + }, + "13": { + "Dice": 0.21429473152667902, + "FN": 60253, + "FP": 14433, + "IoU": 0.12000565564209212, + "TN": 72151137, + "TP": 10185, + "n_pred": 24618, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4178669558448816, + "FN": 42440, + "FP": 45061, + "IoU": 0.264116192622744, + "TN": 72117102, + "TP": 31405, + "n_pred": 76466, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3164211991186362, + "FN": 22859, + "FP": 719, + "IoU": 0.18794558291716892, + "TN": 72206973, + "TP": 5457, + "n_pred": 6176, + "n_ref": 28316 + }, + "2": { + "Dice": 0.48329197684036396, + "FN": 86394, + "FP": 1064, + "IoU": 0.31864536183672354, + "TN": 72107649, + "TP": 40901, + "n_pred": 41965, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7192990142387733, + "FN": 12275, + "FP": 109458, + "IoU": 0.5616447728516694, + "TN": 71958304, + "TP": 155971, + "n_pred": 265429, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8302, + "IoU": 0.0, + "TN": 72227706, + "TP": 0, + "n_pred": 8302, + "n_ref": 0 + }, + "5": { + "Dice": 0.6808268968650614, + "FN": 2233, + "FP": 3387, + "IoU": 0.5161012571034957, + "TN": 72224394, + "TP": 5994, + "n_pred": 9381, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7825997370373419, + "FN": 266007, + "FP": 426135, + "IoU": 0.6428450533868061, + "TN": 70298076, + "TP": 1245790, + "n_pred": 1671925, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.26346864818612514, + "FN": 274446, + "FP": 87937, + "IoU": 0.15172121592329552, + "TN": 71808810, + "TP": 64815, + "n_pred": 152752, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8929995653798352, + "FN": 9021, + "FP": 5012, + "IoU": 0.8066840241903266, + "TN": 72163417, + "TP": 58558, + "n_pred": 63570, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3063981080266019, + "FN": 39968, + "FP": 3731, + "IoU": 0.18091507188243894, + "TN": 72182657, + "TP": 9652, + "n_pred": 13383, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15558252569492081, + "FN": 75724, + "FP": 68299, + "IoU": 0.08435320520563795, + "TN": 52395829, + "TP": 13268, + "n_pred": 81567, + "n_ref": 88992 + }, + "10": { + "Dice": 0.030790174370883466, + "FN": 46415, + "FP": 1998, + "IoU": 0.015635801716074985, + "TN": 52503938, + "TP": 769, + "n_pred": 2767, + "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": 0.03917164547863977, + "FN": 21179, + "FP": 210, + "IoU": 0.01997709049255441, + "TN": 52531295, + "TP": 436, + "n_pred": 646, + "n_ref": 21615 + }, + "14": { + "Dice": 0.08200516726504044, + "FN": 53393, + "FP": 1325, + "IoU": 0.04275567684825583, + "TN": 52495958, + "TP": 2444, + "n_pred": 3769, + "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": 0.512690246286371, + "FN": 87343, + "FP": 3397, + "IoU": 0.34470979902219206, + "TN": 52414647, + "TP": 47733, + "n_pred": 51130, + "n_ref": 135076 + }, + "3": { + "Dice": 0.624436304005713, + "FN": 72266, + "FP": 12931, + "IoU": 0.45394939240116905, + "TN": 52397096, + "TP": 70827, + "n_pred": 83758, + "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": 0.5915060876234302, + "FN": 3197, + "FP": 1064, + "IoU": 0.41995643887830114, + "TN": 52545774, + "TP": 3085, + "n_pred": 4149, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8775491646144682, + "FN": 63519, + "FP": 134430, + "IoU": 0.78181523586559, + "TN": 51645866, + "TP": 709305, + "n_pred": 843735, + "n_ref": 772824 + }, + "7": { + "Dice": 0.17214952924605234, + "FN": 174487, + "FP": 4183, + "IoU": 0.09418140706829509, + "TN": 52355873, + "TP": 18577, + "n_pred": 22760, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7684973801454246, + "FN": 21325, + "FP": 1694, + "IoU": 0.6240322738705779, + "TN": 52491894, + "TP": 38207, + "n_pred": 39901, + "n_ref": 59532 + }, + "9": { + "Dice": 0.711864406779661, + "FN": 32037, + "FP": 5244, + "IoU": 0.5526315789473685, + "TN": 52469786, + "TP": 46053, + "n_pred": 51297, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9079690710877364, + "FN": 32035, + "FP": 20811, + "IoU": 0.8314499590154785, + "TN": 143823717, + "TP": 260687, + "n_pred": 281498, + "n_ref": 292722 + }, + "10": { + "Dice": 0.693064601624332, + "FN": 41403, + "FP": 8974, + "IoU": 0.5302975208152686, + "TN": 144029997, + "TP": 56876, + "n_pred": 65850, + "n_ref": 98279 + }, + "11": { + "Dice": 0.4351668798697523, + "FN": 4748, + "FP": 109, + "IoU": 0.27809155766944116, + "TN": 144130522, + "TP": 1871, + "n_pred": 1980, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5359825539132542, + "FN": 3434, + "FP": 396, + "IoU": 0.3661039390930156, + "TN": 144131208, + "TP": 2212, + "n_pred": 2608, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5136480471443796, + "FN": 63335, + "FP": 14243, + "IoU": 0.3455763260898907, + "TN": 144018706, + "TP": 40966, + "n_pred": 55209, + "n_ref": 104301 + }, + "14": { + "Dice": 0.4451169969981345, + "FN": 292580, + "FP": 401, + "IoU": 0.28627041143210724, + "TN": 143726757, + "TP": 117512, + "n_pred": 117913, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0, + "FN": 22666, + "FP": 0, + "IoU": 0.0, + "TN": 144114584, + "TP": 0, + "n_pred": 0, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7782005934320152, + "FN": 21982, + "FP": 44173, + "IoU": 0.6369299160309533, + "TN": 143955040, + "TP": 116055, + "n_pred": 160228, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7785239487742044, + "FN": 48936, + "FP": 22333, + "IoU": 0.6373632524296545, + "TN": 143940720, + "TP": 125261, + "n_pred": 147594, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9109411776195638, + "FN": 4533, + "FP": 4586, + "IoU": 0.8364480952722577, + "TN": 144081494, + "TP": 46637, + "n_pred": 51223, + "n_ref": 51170 + }, + "5": { + "Dice": 0.43688682345209595, + "FN": 22825, + "FP": 1167, + "IoU": 0.2794978828193039, + "TN": 144103951, + "TP": 9307, + "n_pred": 10474, + "n_ref": 32132 + }, + "6": { + "Dice": 0.85613198130042, + "FN": 39933, + "FP": 403252, + "IoU": 0.7484534643023973, + "TN": 142375409, + "TP": 1318656, + "n_pred": 1721908, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8127719798870082, + "FN": 72468, + "FP": 8891, + "IoU": 0.6845963590125295, + "TN": 143879298, + "TP": 176593, + "n_pred": 185484, + "n_ref": 249061 + }, + "8": { + "Dice": 0.808692154380734, + "FN": 51193, + "FP": 32988, + "IoU": 0.6788271875774976, + "TN": 143875145, + "TP": 177924, + "n_pred": 210912, + "n_ref": 229117 + }, + "9": { + "Dice": 0.881032859832278, + "FN": 12094, + "FP": 10150, + "IoU": 0.7873625848389255, + "TN": 144032640, + "TP": 82366, + "n_pred": 92516, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8673647006847802, + "FN": 17684, + "FP": 42360, + "IoU": 0.7657934563836925, + "TN": 111522548, + "TP": 196328, + "n_pred": 238688, + "n_ref": 214012 + }, + "10": { + "Dice": 0.42699735718642, + "FN": 30249, + "FP": 12030, + "IoU": 0.2714536807278743, + "TN": 111720888, + "TP": 15753, + "n_pred": 27783, + "n_ref": 46002 + }, + "11": { + "Dice": 0.20821529745042494, + "FN": 3354, + "FP": 0, + "IoU": 0.11620553359683794, + "TN": 111775125, + "TP": 441, + "n_pred": 441, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5544403892944039, + "FN": 2837, + "FP": 93, + "IoU": 0.38354723332632024, + "TN": 111774167, + "TP": 1823, + "n_pred": 1916, + "n_ref": 4660 + }, + "13": { + "Dice": 0.36326596012543777, + "FN": 37073, + "FP": 18561, + "IoU": 0.22194562541955695, + "TN": 111707416, + "TP": 15870, + "n_pred": 34431, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8408093309218819, + "FN": 7597, + "FP": 24354, + "IoU": 0.7253417003352531, + "TN": 111662590, + "TP": 84379, + "n_pred": 108733, + "n_ref": 91976 + }, + "15": { + "Dice": 0.20438168716791616, + "FN": 9328, + "FP": 1603, + "IoU": 0.11382245642480746, + "TN": 111766585, + "TP": 1404, + "n_pred": 3007, + "n_ref": 10732 + }, + "2": { + "Dice": 0.6725268557352001, + "FN": 98471, + "FP": 6548, + "IoU": 0.5066218165247091, + "TN": 111566063, + "TP": 107838, + "n_pred": 114386, + "n_ref": 206309 + }, + "3": { + "Dice": 0.49384528571357234, + "FN": 13992, + "FP": 87367, + "IoU": 0.32788483216848135, + "TN": 111628114, + "TP": 49447, + "n_pred": 136814, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8552495456451839, + "FN": 3385, + "FP": 1792, + "IoU": 0.7471056616677251, + "TN": 111758449, + "TP": 15294, + "n_pred": 17086, + "n_ref": 18679 + }, + "5": { + "Dice": 0.12987370522041364, + "FN": 24529, + "FP": 756, + "IoU": 0.06944648903282791, + "TN": 111751748, + "TP": 1887, + "n_pred": 2643, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9509089439824, + "FN": 81569, + "FP": 37499, + "IoU": 0.9064122113404492, + "TN": 110506660, + "TP": 1153192, + "n_pred": 1190691, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6329641649648767, + "FN": 126345, + "FP": 3600, + "IoU": 0.4630194386591292, + "TN": 111536928, + "TP": 112047, + "n_pred": 115647, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7911864959866066, + "FN": 54186, + "FP": 63556, + "IoU": 0.6545149382926156, + "TN": 111438118, + "TP": 223060, + "n_pred": 286616, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7547023161821856, + "FN": 26934, + "FP": 7782, + "IoU": 0.6060416926725752, + "TN": 111690799, + "TP": 53405, + "n_pred": 61187, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.754441385520382, + "FN": 63187, + "FP": 3353, + "IoU": 0.6057052448194742, + "TN": 198919118, + "TP": 102217, + "n_pred": 105570, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6719655350910883, + "FN": 22885, + "FP": 16405, + "IoU": 0.5059850123220841, + "TN": 199008343, + "TP": 40242, + "n_pred": 56647, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6925453324378777, + "FN": 1857, + "FP": 432, + "IoU": 0.5296897472775838, + "TN": 199083008, + "TP": 2578, + "n_pred": 3010, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5339274863277294, + "FN": 2017, + "FP": 284, + "IoU": 0.3641890024868748, + "TN": 199084256, + "TP": 1318, + "n_pred": 1602, + "n_ref": 3335 + }, + "13": { + "Dice": 0.17947122861586315, + "FN": 31555, + "FP": 5377, + "IoU": 0.0985819237997608, + "TN": 199046904, + "TP": 4039, + "n_pred": 9416, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5710871498443753, + "FN": 26398, + "FP": 4470, + "IoU": 0.39966548679450775, + "TN": 199036457, + "TP": 20550, + "n_pred": 25020, + "n_ref": 46948 + }, + "15": { + "Dice": 0.03725317997676988, + "FN": 135936, + "FP": 0, + "IoU": 0.018980124994587417, + "TN": 198949309, + "TP": 2630, + "n_pred": 2630, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8731519254404753, + "FN": 20527, + "FP": 11158, + "IoU": 0.7748621532514779, + "TN": 198947139, + "TP": 109051, + "n_pred": 120209, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8947131430692712, + "FN": 8682, + "FP": 21949, + "IoU": 0.8094850105734545, + "TN": 198927095, + "TP": 130149, + "n_pred": 152098, + "n_ref": 138831 + }, + "4": { + "Dice": 0.5941299956430467, + "FN": 9620, + "FP": 627, + "IoU": 0.42260663774159013, + "TN": 199070128, + "TP": 7500, + "n_pred": 8127, + "n_ref": 17120 + }, + "5": { + "Dice": 0.4178337306317044, + "FN": 14459, + "FP": 1171, + "IoU": 0.264089646405198, + "TN": 199066636, + "TP": 5609, + "n_pred": 6780, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9151224427032789, + "FN": 45099, + "FP": 160789, + "IoU": 0.8435260150311941, + "TN": 197772078, + "TP": 1109909, + "n_pred": 1270698, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7421442965998765, + "FN": 46801, + "FP": 29203, + "IoU": 0.5900074981524337, + "TN": 198902496, + "TP": 109375, + "n_pred": 138578, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9072343839241725, + "FN": 14312, + "FP": 6965, + "IoU": 0.830218640280881, + "TN": 198962555, + "TP": 104043, + "n_pred": 111008, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8467434301695684, + "FN": 19383, + "FP": 11030, + "IoU": 0.734219472336558, + "TN": 198973446, + "TP": 84016, + "n_pred": 95046, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8625620198044676, + "FN": 40168, + "FP": 5787, + "IoU": 0.7583376279172495, + "TN": 130885030, + "TP": 144207, + "n_pred": 149994, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6688560413704906, + "FN": 28851, + "FP": 24490, + "IoU": 0.5024670975925978, + "TN": 130967981, + "TP": 53870, + "n_pred": 78360, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5569287404680515, + "FN": 1953, + "FP": 1417, + "IoU": 0.385932944606414, + "TN": 131069704, + "TP": 2118, + "n_pred": 3535, + "n_ref": 4071 + }, + "12": { + "Dice": 0.678503740648379, + "FN": 1234, + "FP": 1989, + "IoU": 0.5134359903381642, + "TN": 131068568, + "TP": 3401, + "n_pred": 5390, + "n_ref": 4635 + }, + "13": { + "Dice": 0.36700523958668735, + "FN": 65082, + "FP": 21418, + "IoU": 0.22474367247436725, + "TN": 130963616, + "TP": 25076, + "n_pred": 46494, + "n_ref": 90158 + }, + "14": { + "Dice": 0.7038103603553519, + "FN": 24963, + "FP": 1676, + "IoU": 0.542984096484757, + "TN": 131016903, + "TP": 31650, + "n_pred": 33326, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7237492875397599, + "FN": 7897, + "FP": 7128, + "IoU": 0.5670902123490938, + "TN": 131040485, + "TP": 19682, + "n_pred": 26810, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7755607115235885, + "FN": 52455, + "FP": 9938, + "IoU": 0.6334007074279939, + "TN": 130904998, + "TP": 107801, + "n_pred": 117739, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8057152597342768, + "FN": 15175, + "FP": 69171, + "IoU": 0.6746425141084936, + "TN": 130815951, + "TP": 174895, + "n_pred": 244066, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7510963651594041, + "FN": 27351, + "FP": 2957, + "IoU": 0.6014045793495272, + "TN": 130999155, + "TP": 45729, + "n_pred": 48686, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4722648325003711, + "FN": 9927, + "FP": 738, + "IoU": 0.3091274211310488, + "TN": 131059755, + "TP": 4772, + "n_pred": 5510, + "n_ref": 14699 + }, + "6": { + "Dice": 0.799383817721382, + "FN": 49216, + "FP": 662891, + "IoU": 0.6658112971659707, + "TN": 128944339, + "TP": 1418746, + "n_pred": 2081637, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4347974696282519, + "FN": 526572, + "FP": 124946, + "IoU": 0.27778990973454665, + "TN": 130173075, + "TP": 250599, + "n_pred": 375545, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8977325805314956, + "FN": 18634, + "FP": 6326, + "IoU": 0.8144417268219428, + "TN": 130940679, + "TP": 109553, + "n_pred": 115879, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5556956146752471, + "FN": 36227, + "FP": 10652, + "IoU": 0.3847496554892053, + "TN": 130998997, + "TP": 29316, + "n_pred": 39968, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8938220730450965, + "FN": 27266, + "FP": 17464, + "IoU": 0.8080273989064471, + "TN": 101384198, + "TP": 188272, + "n_pred": 205736, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4220318629413177, + "FN": 32644, + "FP": 3453, + "IoU": 0.2674527153178018, + "TN": 101567924, + "TP": 13179, + "n_pred": 16632, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6936994738868215, + "FN": 2256, + "FP": 131, + "IoU": 0.531041257367387, + "TN": 101612110, + "TP": 2703, + "n_pred": 2834, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5652626105044202, + "FN": 3316, + "FP": 28, + "IoU": 0.3939833272924973, + "TN": 101611682, + "TP": 2174, + "n_pred": 2202, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6007168687683109, + "FN": 22459, + "FP": 27558, + "IoU": 0.4293033020697839, + "TN": 101529558, + "TP": 37625, + "n_pred": 65183, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9068236313041804, + "FN": 5230, + "FP": 6389, + "IoU": 0.8295309496911633, + "TN": 101549041, + "TP": 56540, + "n_pred": 62929, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5471353753372481, + "FN": 19476, + "FP": 3352, + "IoU": 0.3765907477197007, + "TN": 101580582, + "TP": 13790, + "n_pred": 17142, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8436022054804287, + "FN": 30358, + "FP": 22288, + "IoU": 0.7295086599770848, + "TN": 101422569, + "TP": 141985, + "n_pred": 164273, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8482933106375068, + "FN": 26956, + "FP": 25271, + "IoU": 0.7365532548109662, + "TN": 101418955, + "TP": 146018, + "n_pred": 171289, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2811074184644849, + "FN": 6232, + "FP": 44818, + "IoU": 0.1635398404089725, + "TN": 101556169, + "TP": 9981, + "n_pred": 54799, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5571584699453552, + "FN": 17626, + "FP": 2634, + "IoU": 0.38615361308892593, + "TN": 101584195, + "TP": 12745, + "n_pred": 15379, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8926768061202087, + "FN": 141057, + "FP": 193808, + "IoU": 0.8061574173231992, + "TN": 99889690, + "TP": 1392645, + "n_pred": 1586453, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7745201515744383, + "FN": 126965, + "FP": 48213, + "IoU": 0.6320137802098541, + "TN": 101141155, + "TP": 300867, + "n_pred": 349080, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8201937150970645, + "FN": 63557, + "FP": 10272, + "IoU": 0.6951935462562341, + "TN": 101374984, + "TP": 168387, + "n_pred": 178659, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8826021028359462, + "FN": 10569, + "FP": 8167, + "IoU": 0.7898727079010822, + "TN": 101528035, + "TP": 70429, + "n_pred": 78596, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.816911185068997, + "FN": 59773, + "FP": 8278, + "IoU": 0.6904901599603397, + "TN": 118962345, + "TP": 151816, + "n_pred": 160094, + "n_ref": 211589 + }, + "10": { + "Dice": 0.70129021512127, + "FN": 26013, + "FP": 20615, + "IoU": 0.5399899371565562, + "TN": 119080849, + "TP": 54735, + "n_pred": 75350, + "n_ref": 80748 + }, + "11": { + "Dice": 0.49644128113879005, + "FN": 2643, + "FP": 187, + "IoU": 0.3301775147928994, + "TN": 119177987, + "TP": 1395, + "n_pred": 1582, + "n_ref": 4038 + }, + "12": { + "Dice": 0.26504031424436636, + "FN": 3494, + "FP": 61, + "IoU": 0.15276453765490944, + "TN": 119178016, + "TP": 641, + "n_pred": 702, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5192570808498592, + "FN": 16566, + "FP": 14003, + "IoU": 0.35067335060962657, + "TN": 119135134, + "TP": 16509, + "n_pred": 30512, + "n_ref": 33075 + }, + "14": { + "Dice": 0.018815601917843722, + "FN": 65141, + "FP": 10577, + "IoU": 0.009497148239233949, + "TN": 119105768, + "TP": 726, + "n_pred": 11303, + "n_ref": 65867 + }, + "15": { + "Dice": 0.14821004485882663, + "FN": 19035, + "FP": 333, + "IoU": 0.08003609936826106, + "TN": 119161159, + "TP": 1685, + "n_pred": 2018, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7698734114314819, + "FN": 69541, + "FP": 4557, + "IoU": 0.6258489317976399, + "TN": 118984169, + "TP": 123945, + "n_pred": 128502, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8788762927162446, + "FN": 19427, + "FP": 29518, + "IoU": 0.783924456334596, + "TN": 118955694, + "TP": 177573, + "n_pred": 207091, + "n_ref": 197000 + }, + "4": { + "Dice": 0.4191561390471472, + "FN": 30646, + "FP": 4527, + "IoU": 0.2651470834029751, + "TN": 119134348, + "TP": 12691, + "n_pred": 17218, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6395794966236955, + "FN": 9387, + "FP": 7, + "IoU": 0.47013367928253147, + "TN": 119164483, + "TP": 8335, + "n_pred": 8342, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9058597484227434, + "FN": 63097, + "FP": 285216, + "IoU": 0.8279192243562032, + "TN": 117158087, + "TP": 1675812, + "n_pred": 1961028, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6660315362446537, + "FN": 116209, + "FP": 65727, + "IoU": 0.4992858184740459, + "TN": 118818859, + "TP": 181417, + "n_pred": 247144, + "n_ref": 297626 + }, + "8": { + "Dice": 0.853896836087256, + "FN": 12115, + "FP": 11856, + "IoU": 0.7450436077430334, + "TN": 119088192, + "TP": 70049, + "n_pred": 81905, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7162125154046283, + "FN": 33216, + "FP": 8234, + "IoU": 0.5578902458535545, + "TN": 119088457, + "TP": 52305, + "n_pred": 60539, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 50050, + "IoU": 0.0, + "TN": 61282430, + "TP": 0, + "n_pred": 50050, + "n_ref": 0 + }, + "10": { + "Dice": 0.5813089454129752, + "FN": 16122, + "FP": 10248, + "IoU": 0.40975020145044316, + "TN": 61287804, + "TP": 18306, + "n_pred": 28554, + "n_ref": 34428 + }, + "11": { + "Dice": 0.6915221267628465, + "FN": 1731, + "FP": 172, + "IoU": 0.5284935579781962, + "TN": 61328444, + "TP": 2133, + "n_pred": 2305, + "n_ref": 3864 + }, + "12": { + "Dice": 0.021215830273357814, + "FN": 4798, + "FP": 0, + "IoU": 0.010721649484536083, + "TN": 61327630, + "TP": 52, + "n_pred": 52, + "n_ref": 4850 + }, + "13": { + "Dice": 0.35750818330605566, + "FN": 38716, + "FP": 11532, + "IoU": 0.21766207884411784, + "TN": 61268252, + "TP": 13980, + "n_pred": 25512, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5158956141549392, + "FN": 176180, + "FP": 978, + "IoU": 0.34761410253577557, + "TN": 61060926, + "TP": 94396, + "n_pred": 95374, + "n_ref": 270576 + }, + "15": { + "Dice": 0.16385654401490451, + "FN": 89433, + "FP": 327, + "IoU": 0.08923951093298159, + "TN": 61233925, + "TP": 8795, + "n_pred": 9122, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6565185525245447, + "FN": 79428, + "FP": 5866, + "IoU": 0.4886696081722699, + "TN": 61165672, + "TP": 81514, + "n_pred": 87380, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7585530480123838, + "FN": 7608, + "FP": 69444, + "IoU": 0.611023327898066, + "TN": 61134391, + "TP": 121037, + "n_pred": 190481, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7321946503383822, + "FN": 17197, + "FP": 1085, + "IoU": 0.5775292323335028, + "TN": 61289206, + "TP": 24992, + "n_pred": 26077, + "n_ref": 42189 + }, + "5": { + "Dice": 0.4743865690916918, + "FN": 5817, + "FP": 288, + "IoU": 0.31094808126410833, + "TN": 61323620, + "TP": 2755, + "n_pred": 3043, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8831574407009838, + "FN": 33895, + "FP": 276270, + "IoU": 0.7907627027172887, + "TN": 59850120, + "TP": 1172195, + "n_pred": 1448465, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3967196652719665, + "FN": 144967, + "FP": 35263, + "IoU": 0.24744248194079085, + "TN": 61092990, + "TP": 59260, + "n_pred": 94523, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7649056960598192, + "FN": 29633, + "FP": 2688, + "IoU": 0.6193095487685657, + "TN": 61247579, + "TP": 52580, + "n_pred": 55268, + "n_ref": 82213 + }, + "9": { + "Dice": 0.783112684729064, + "FN": 12503, + "FP": 15675, + "IoU": 0.6435375526572126, + "TN": 61253431, + "TP": 50871, + "n_pred": 66546, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909888726482613, + "FN": 26821, + "FP": 2956, + "IoU": 0.834675091054455, + "TN": 148927388, + "TP": 150335, + "n_pred": 153291, + "n_ref": 177156 + }, + "10": { + "Dice": 0.48305151863144974, + "FN": 48405, + "FP": 3813, + "IoU": 0.31843633753181494, + "TN": 149030885, + "TP": 24397, + "n_pred": 28210, + "n_ref": 72802 + }, + "11": { + "Dice": 0.5324711835816699, + "FN": 1657, + "FP": 6, + "IoU": 0.3628352490421456, + "TN": 149104890, + "TP": 947, + "n_pred": 953, + "n_ref": 2604 + }, + "12": { + "Dice": 0.3225048923679061, + "FN": 1685, + "FP": 46, + "IoU": 0.19225384974335044, + "TN": 149105357, + "TP": 412, + "n_pred": 458, + "n_ref": 2097 + }, + "13": { + "Dice": 0.02910461223917096, + "FN": 82915, + "FP": 13959, + "IoU": 0.014767202977849196, + "TN": 149009174, + "TP": 1452, + "n_pred": 15411, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8833109486146347, + "FN": 4280, + "FP": 19178, + "IoU": 0.7910088735255336, + "TN": 148995256, + "TP": 88786, + "n_pred": 107964, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7017420553240624, + "FN": 17076, + "FP": 747, + "IoU": 0.5405259087393658, + "TN": 149068710, + "TP": 20967, + "n_pred": 21714, + "n_ref": 38043 + }, + "2": { + "Dice": 0.6635933635861605, + "FN": 74090, + "FP": 9976, + "IoU": 0.4965504850880345, + "TN": 148940520, + "TP": 82914, + "n_pred": 92890, + "n_ref": 157004 + }, + "3": { + "Dice": 0.2342157114709158, + "FN": 42315, + "FP": 73892, + "IoU": 0.13264117989520668, + "TN": 148973522, + "TP": 17771, + "n_pred": 91663, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8921641267997678, + "FN": 3557, + "FP": 1828, + "IoU": 0.8053215718882181, + "TN": 149079839, + "TP": 22276, + "n_pred": 24104, + "n_ref": 25833 + }, + "5": { + "Dice": 0.04555465399327692, + "FN": 32930, + "FP": 6, + "IoU": 0.02330822608386217, + "TN": 149073778, + "TP": 786, + "n_pred": 792, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9535463335261061, + "FN": 62350, + "FP": 39342, + "IoU": 0.9112169645686787, + "TN": 147962101, + "TP": 1043707, + "n_pred": 1083049, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5928516126403293, + "FN": 158742, + "FP": 1124, + "IoU": 0.4213142110426161, + "TN": 148831243, + "TP": 116391, + "n_pred": 117515, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8561893982707723, + "FN": 45622, + "FP": 16003, + "IoU": 0.7485412331170685, + "TN": 148862430, + "TP": 183445, + "n_pred": 199448, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7157382545761835, + "FN": 34974, + "FP": 6738, + "IoU": 0.5573149376492438, + "TN": 149013275, + "TP": 52513, + "n_pred": 59251, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5241461198673666, + "FN": 289533, + "FP": 120043, + "IoU": 0.35514770596413114, + "TN": 100077653, + "TP": 225571, + "n_pred": 345614, + "n_ref": 515104 + }, + "10": { + "Dice": 0.21755862670382378, + "FN": 32733, + "FP": 8540, + "IoU": 0.12205653995873306, + "TN": 100665789, + "TP": 5738, + "n_pred": 14278, + "n_ref": 38471 + }, + "11": { + "Dice": 0.055168986083499, + "FN": 3370, + "FP": 432, + "IoU": 0.028366981855353947, + "TN": 100708887, + "TP": 111, + "n_pred": 543, + "n_ref": 3481 + }, + "12": { + "Dice": 0.1348035409225035, + "FN": 5439, + "FP": 132, + "IoU": 0.07227310574521233, + "TN": 100706795, + "TP": 434, + "n_pred": 566, + "n_ref": 5873 + }, + "13": { + "Dice": 0.06264846264846265, + "FN": 37744, + "FP": 4479, + "IoU": 0.032337168263280924, + "TN": 100669166, + "TP": 1411, + "n_pred": 5890, + "n_ref": 39155 + }, + "14": { + "Dice": 0.21298439422602625, + "FN": 134249, + "FP": 10942, + "IoU": 0.1191844064136086, + "TN": 100547963, + "TP": 19646, + "n_pred": 30588, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0, + "FN": 95266, + "FP": 0, + "IoU": 0.0, + "TN": 100617534, + "TP": 0, + "n_pred": 0, + "n_ref": 95266 + }, + "2": { + "Dice": 0.24944837213491242, + "FN": 199919, + "FP": 91, + "IoU": 0.14249700960784062, + "TN": 100479553, + "TP": 33237, + "n_pred": 33328, + "n_ref": 233156 + }, + "3": { + "Dice": 0.693431899594397, + "FN": 26397, + "FP": 148276, + "IoU": 0.530727712837266, + "TN": 100340579, + "TP": 197548, + "n_pred": 345824, + "n_ref": 223945 + }, + "4": { + "Dice": 0.01896236568324308, + "FN": 57097, + "FP": 330, + "IoU": 0.009571936118105619, + "TN": 100654818, + "TP": 555, + "n_pred": 885, + "n_ref": 57652 + }, + "5": { + "Dice": 0.05964306275187104, + "FN": 15955, + "FP": 379, + "IoU": 0.030738191312603844, + "TN": 100695948, + "TP": 518, + "n_pred": 897, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5466247387350067, + "FN": 989475, + "FP": 816330, + "IoU": 0.37610708899725853, + "TN": 97818385, + "TP": 1088610, + "n_pred": 1904940, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3948997066653102, + "FN": 102428, + "FP": 111694, + "IoU": 0.2460280571283698, + "TN": 100428808, + "TP": 69870, + "n_pred": 181564, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8419271138163799, + "FN": 19689, + "FP": 12721, + "IoU": 0.7270070164503332, + "TN": 100594079, + "TP": 86311, + "n_pred": 99032, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6608082574240672, + "FN": 43276, + "FP": 16861, + "IoU": 0.4934381212304997, + "TN": 100594084, + "TP": 58579, + "n_pred": 75440, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6264000677793782, + "FN": 40867, + "FP": 3229, + "IoU": 0.45602802758348443, + "TN": 78869637, + "TP": 36967, + "n_pred": 40196, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4658931265934752, + "FN": 25513, + "FP": 5282, + "IoU": 0.30369013702347036, + "TN": 78906474, + "TP": 13431, + "n_pred": 18713, + "n_ref": 38944 + }, + "11": { + "Dice": 0.1722488038277512, + "FN": 1206, + "FP": 351, + "IoU": 0.09424083769633508, + "TN": 78948981, + "TP": 162, + "n_pred": 513, + "n_ref": 1368 + }, + "12": { + "Dice": 0.004667444574095682, + "FN": 2554, + "FP": 5, + "IoU": 0.0023391812865497076, + "TN": 78948135, + "TP": 6, + "n_pred": 11, + "n_ref": 2560 + }, + "13": { + "Dice": 0.007880617035546614, + "FN": 59170, + "FP": 0, + "IoU": 0.003955895968352832, + "TN": 78891295, + "TP": 235, + "n_pred": 235, + "n_ref": 59405 + }, + "14": { + "Dice": 0.1017968162874906, + "FN": 25779, + "FP": 515, + "IoU": 0.053627987330837894, + "TN": 78922916, + "TP": 1490, + "n_pred": 2005, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8433898689016621, + "FN": 14440, + "FP": 2153, + "IoU": 0.7291911476694085, + "TN": 78889428, + "TP": 44679, + "n_pred": 46832, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6710779390430427, + "FN": 49006, + "FP": 1101, + "IoU": 0.5049791547292091, + "TN": 78849478, + "TP": 51115, + "n_pred": 52216, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7869284575425604, + "FN": 23476, + "FP": 9666, + "IoU": 0.6487073762759293, + "TN": 78856357, + "TP": 61201, + "n_pred": 70867, + "n_ref": 84677 + }, + "4": { + "Dice": 0.792269216373473, + "FN": 5486, + "FP": 619, + "IoU": 0.6559981968783456, + "TN": 78932953, + "TP": 11642, + "n_pred": 12261, + "n_ref": 17128 + }, + "5": { + "Dice": 0.08435224618766314, + "FN": 33263, + "FP": 62, + "IoU": 0.04403327596098681, + "TN": 78915840, + "TP": 1535, + "n_pred": 1597, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8484233974490455, + "FN": 159012, + "FP": 36823, + "IoU": 0.7367494229820503, + "TN": 78206789, + "TP": 548076, + "n_pred": 584899, + "n_ref": 707088 + }, + "7": { + "Dice": 0.355689591310275, + "FN": 558825, + "FP": 29125, + "IoU": 0.21631535592705248, + "TN": 78200462, + "TP": 162288, + "n_pred": 191413, + "n_ref": 721113 + }, + "8": { + "Dice": 0.839125589908933, + "FN": 90889, + "FP": 1219, + "IoU": 0.7228392517008849, + "TN": 78618373, + "TP": 240219, + "n_pred": 241438, + "n_ref": 331108 + }, + "9": { + "Dice": 0.33608164206642066, + "FN": 45390, + "FP": 670, + "IoU": 0.20198205066010602, + "TN": 78892982, + "TP": 11658, + "n_pred": 12328, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.847761870157325, + "FN": 13459, + "FP": 34934, + "IoU": 0.7357523138668196, + "TN": 104821305, + "TP": 134742, + "n_pred": 169676, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6821730750383849, + "FN": 35029, + "FP": 13616, + "IoU": 0.517649975210709, + "TN": 104903590, + "TP": 52205, + "n_pred": 65821, + "n_ref": 87234 + }, + "11": { + "Dice": 0.6079872204472844, + "FN": 2428, + "FP": 26, + "IoU": 0.4367684186366766, + "TN": 105000083, + "TP": 1903, + "n_pred": 1929, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6212840369722707, + "FN": 2346, + "FP": 686, + "IoU": 0.4506251132451531, + "TN": 104998921, + "TP": 2487, + "n_pred": 3173, + "n_ref": 4833 + }, + "13": { + "Dice": 0.665426685451063, + "FN": 35781, + "FP": 6491, + "IoU": 0.4986063172377801, + "TN": 104920131, + "TP": 42037, + "n_pred": 48528, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9438613585746103, + "FN": 2275, + "FP": 5791, + "IoU": 0.8936907727386554, + "TN": 104928567, + "TP": 67807, + "n_pred": 73598, + "n_ref": 70082 + }, + "15": { + "Dice": 0.47269092120808215, + "FN": 16558, + "FP": 849, + "IoU": 0.3094926415169186, + "TN": 104979231, + "TP": 7802, + "n_pred": 8651, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8243427769270035, + "FN": 41559, + "FP": 13499, + "IoU": 0.7011761257863001, + "TN": 104820191, + "TP": 129191, + "n_pred": 142690, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8307495733169553, + "FN": 18957, + "FP": 35882, + "IoU": 0.7104975584004223, + "TN": 104815015, + "TP": 134586, + "n_pred": 170468, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4439, + "IoU": 0.0, + "TN": 105000001, + "TP": 0, + "n_pred": 4439, + "n_ref": 0 + }, + "5": { + "Dice": 0.4969839142091153, + "FN": 18216, + "FP": 5800, + "IoU": 0.3306577480490524, + "TN": 104968560, + "TP": 11864, + "n_pred": 17664, + "n_ref": 30080 + }, + "6": { + "Dice": 0.89822108937516, + "FN": 37906, + "FP": 233581, + "IoU": 0.8152462174700382, + "TN": 103534987, + "TP": 1197966, + "n_pred": 1431547, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8626607857973314, + "FN": 43112, + "FP": 16424, + "IoU": 0.7584903211150594, + "TN": 104757924, + "TP": 186980, + "n_pred": 203404, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8236848622350751, + "FN": 108412, + "FP": 1941, + "IoU": 0.7002246556140813, + "TN": 104636321, + "TP": 257766, + "n_pred": 259707, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8268042245788738, + "FN": 17500, + "FP": 14363, + "IoU": 0.7047453135279891, + "TN": 104896523, + "TP": 76054, + "n_pred": 90417, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5545567563812033, + "FN": 230547, + "FP": 70786, + "IoU": 0.38365861740293633, + "TN": 177187382, + "TP": 187573, + "n_pred": 258359, + "n_ref": 418120 + }, + "10": { + "Dice": 0.28229546889151136, + "FN": 56532, + "FP": 21921, + "IoU": 0.16434460279925864, + "TN": 177582406, + "TP": 15429, + "n_pred": 37350, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5233050847457628, + "FN": 3014, + "FP": 136, + "IoU": 0.35437589670014347, + "TN": 177671409, + "TP": 1729, + "n_pred": 1865, + "n_ref": 4743 + }, + "12": { + "Dice": 0.5727664818237831, + "FN": 2874, + "FP": 593, + "IoU": 0.4013123812812986, + "TN": 177670497, + "TP": 2324, + "n_pred": 2917, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7078863475356745, + "FN": 21126, + "FP": 25056, + "IoU": 0.5478514573277592, + "TN": 177574149, + "TP": 55957, + "n_pred": 81013, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9401065265436244, + "FN": 4144, + "FP": 5043, + "IoU": 0.8869820883771282, + "TN": 177595000, + "TP": 72101, + "n_pred": 77144, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3451087731303282, + "FN": 17117, + "FP": 5852, + "IoU": 0.2085386444298956, + "TN": 177647267, + "TP": 6052, + "n_pred": 11904, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7500354810531177, + "FN": 26757, + "FP": 98292, + "IoU": 0.600045417037146, + "TN": 177363630, + "TP": 187609, + "n_pred": 285901, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6319337406451373, + "FN": 104958, + "FP": 13962, + "IoU": 0.46191749582592406, + "TN": 177455281, + "TP": 102087, + "n_pred": 116049, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5289804371554113, + "FN": 15532, + "FP": 18128, + "IoU": 0.35960122524305094, + "TN": 177623727, + "TP": 18901, + "n_pred": 37029, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6747045809251033, + "FN": 11511, + "FP": 7456, + "IoU": 0.5090974972176929, + "TN": 177637651, + "TP": 19670, + "n_pred": 27126, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8566647804064974, + "FN": 82777, + "FP": 493727, + "IoU": 0.7492682511005591, + "TN": 175377002, + "TP": 1722782, + "n_pred": 2216509, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8121046151857152, + "FN": 91801, + "FP": 36093, + "IoU": 0.6836499455822698, + "TN": 177272008, + "TP": 276386, + "n_pred": 312479, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7985565795999339, + "FN": 44870, + "FP": 33116, + "IoU": 0.6646643246288071, + "TN": 177443727, + "TP": 154575, + "n_pred": 187691, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8592022914990877, + "FN": 25738, + "FP": 10145, + "IoU": 0.7531592017555325, + "TN": 177530919, + "TP": 109486, + "n_pred": 119631, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.873605416630468, + "FN": 31199, + "FP": 13902, + "IoU": 0.7755767202085946, + "TN": 193804571, + "TP": 155863, + "n_pred": 169765, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8602280467940174, + "FN": 14432, + "FP": 9165, + "IoU": 0.7547369843365104, + "TN": 193909324, + "TP": 72614, + "n_pred": 81779, + "n_ref": 87046 + }, + "11": { + "Dice": 0.32282403664780385, + "FN": 2513, + "FP": 0, + "IoU": 0.19248071979434447, + "TN": 194002423, + "TP": 599, + "n_pred": 599, + "n_ref": 3112 + }, + "12": { + "Dice": 0.3493522774759716, + "FN": 3114, + "FP": 0, + "IoU": 0.21164556962025316, + "TN": 194001585, + "TP": 836, + "n_pred": 836, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5418992284979521, + "FN": 38430, + "FP": 9666, + "IoU": 0.37164730935552565, + "TN": 193928992, + "TP": 28447, + "n_pred": 38113, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8460252335328657, + "FN": 1772, + "FP": 25211, + "IoU": 0.7331401501290635, + "TN": 193904422, + "TP": 74130, + "n_pred": 99341, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6567780459916148, + "FN": 10627, + "FP": 179, + "IoU": 0.488957200283755, + "TN": 193984390, + "TP": 10339, + "n_pred": 10518, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7760218307943417, + "FN": 47614, + "FP": 5080, + "IoU": 0.6340160717882469, + "TN": 193861556, + "TP": 91285, + "n_pred": 96365, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7962376379532751, + "FN": 23448, + "FP": 33418, + "IoU": 0.6614574961452138, + "TN": 193837562, + "TP": 111107, + "n_pred": 144525, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8273460815740025, + "FN": 6059, + "FP": 189, + "IoU": 0.7055330379866152, + "TN": 193984317, + "TP": 14970, + "n_pred": 15159, + "n_ref": 21029 + }, + "5": { + "Dice": 0.08468203367663887, + "FN": 25975, + "FP": 2020, + "IoU": 0.044213041993854556, + "TN": 193976245, + "TP": 1295, + "n_pred": 3315, + "n_ref": 27270 + }, + "6": { + "Dice": 0.933867928508149, + "FN": 56991, + "FP": 131123, + "IoU": 0.8759401892875962, + "TN": 192489218, + "TP": 1328203, + "n_pred": 1459326, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7865353037766831, + "FN": 106901, + "FP": 9839, + "IoU": 0.6481732070365359, + "TN": 193673724, + "TP": 215071, + "n_pred": 224910, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8881113624111053, + "FN": 34659, + "FP": 17434, + "IoU": 0.7987412879197638, + "TN": 193746699, + "TP": 206743, + "n_pred": 224177, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7095213085234093, + "FN": 41678, + "FP": 4780, + "IoU": 0.5498124945492602, + "TN": 193902338, + "TP": 56739, + "n_pred": 61519, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8835476536104724, + "FN": 11286, + "FP": 15909, + "IoU": 0.7913885948359184, + "TN": 99525438, + "TP": 103167, + "n_pred": 119076, + "n_ref": 114453 + }, + "10": { + "Dice": 0.645024940224059, + "FN": 35671, + "FP": 3968, + "IoU": 0.4760419282777947, + "TN": 99580147, + "TP": 36014, + "n_pred": 39982, + "n_ref": 71685 + }, + "11": { + "Dice": 0.2387626872885452, + "FN": 3148, + "FP": 2, + "IoU": 0.13556531284302964, + "TN": 99652156, + "TP": 494, + "n_pred": 496, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3530691123485097, + "FN": 31957, + "FP": 17420, + "IoU": 0.21438004168589203, + "TN": 99592949, + "TP": 13474, + "n_pred": 30894, + "n_ref": 45431 + }, + "14": { + "Dice": 0.22906974859384371, + "FN": 47074, + "FP": 487, + "IoU": 0.1293499551503835, + "TN": 99601173, + "TP": 7066, + "n_pred": 7553, + "n_ref": 54140 + }, + "15": { + "Dice": 0.207002457002457, + "FN": 33566, + "FP": 0, + "IoU": 0.11545049674546078, + "TN": 99617853, + "TP": 4381, + "n_pred": 4381, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8669512611836501, + "FN": 24684, + "FP": 2961, + "IoU": 0.7651491339104431, + "TN": 99538087, + "TP": 90068, + "n_pred": 93029, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9555924785216404, + "FN": 5908, + "FP": 5050, + "IoU": 0.9149613143047828, + "TN": 99526941, + "TP": 117901, + "n_pred": 122951, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7911882759264445, + "FN": 6192, + "FP": 519, + "IoU": 0.6545173745173746, + "TN": 99636375, + "TP": 12714, + "n_pred": 13233, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5327826535880227, + "FN": 4386, + "FP": 139, + "IoU": 0.36312456016889516, + "TN": 99648695, + "TP": 2580, + "n_pred": 2719, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9521290732182669, + "FN": 64373, + "FP": 65317, + "IoU": 0.9086320164855487, + "TN": 98236375, + "TP": 1289735, + "n_pred": 1355052, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.79657927337225, + "FN": 37405, + "FP": 28770, + "IoU": 0.661929162217806, + "TN": 99460057, + "TP": 129568, + "n_pred": 158338, + "n_ref": 166973 + }, + "8": { + "Dice": 0.889147336908531, + "FN": 18354, + "FP": 2234, + "IoU": 0.8004187832021404, + "TN": 99552644, + "TP": 82568, + "n_pred": 84802, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8738607530123909, + "FN": 18733, + "FP": 3439, + "IoU": 0.7759793074879008, + "TN": 99556827, + "TP": 76801, + "n_pred": 80240, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8092245245778044, + "FN": 142090, + "FP": 1637, + "IoU": 0.6795777552362586, + "TN": 62634965, + "TP": 304828, + "n_pred": 306465, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7855781172133935, + "FN": 21189, + "FP": 5918, + "IoU": 0.6468741450959447, + "TN": 63006757, + "TP": 49656, + "n_pred": 55574, + "n_ref": 70845 + }, + "11": { + "Dice": 0.5607295304617773, + "FN": 2100, + "FP": 164, + "IoU": 0.38959288217848476, + "TN": 63079811, + "TP": 1445, + "n_pred": 1609, + "n_ref": 3545 + }, + "12": { + "Dice": 0.5896788163118007, + "FN": 1868, + "FP": 406, + "IoU": 0.4181166837256909, + "TN": 63079612, + "TP": 1634, + "n_pred": 2040, + "n_ref": 3502 + }, + "13": { + "Dice": 0.3277542315687174, + "FN": 33514, + "FP": 16290, + "IoU": 0.19599644846234562, + "TN": 63021575, + "TP": 12141, + "n_pred": 28431, + "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": 0.899386693579691, + "FN": 8122, + "FP": 17798, + "IoU": 0.8171686534527757, + "TN": 62941750, + "TP": 115850, + "n_pred": 133648, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8923100784052831, + "FN": 18277, + "FP": 8108, + "IoU": 0.8055594449398292, + "TN": 62947823, + "TP": 109312, + "n_pred": 117420, + "n_ref": 127589 + }, + "4": { + "Dice": 0.01785225343628498, + "FN": 17866, + "FP": 69, + "IoU": 0.009006520057464914, + "TN": 63065422, + "TP": 163, + "n_pred": 232, + "n_ref": 18029 + }, + "5": { + "Dice": 0.23742106335302507, + "FN": 14623, + "FP": 351, + "IoU": 0.1347009534816527, + "TN": 63066215, + "TP": 2331, + "n_pred": 2682, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8776071186597164, + "FN": 188628, + "FP": 73851, + "IoU": 0.7819072387662855, + "TN": 61880000, + "TP": 941041, + "n_pred": 1014892, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7673431809427776, + "FN": 34138, + "FP": 40157, + "IoU": 0.6225116099464469, + "TN": 62886706, + "TP": 122519, + "n_pred": 162676, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9323881323403825, + "FN": 10420, + "FP": 4306, + "IoU": 0.8733399848620381, + "TN": 62967256, + "TP": 101538, + "n_pred": 105844, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8356252192107204, + "FN": 8343, + "FP": 5248, + "IoU": 0.7176600120489436, + "TN": 63035383, + "TP": 34546, + "n_pred": 39794, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.877865222842244, + "FN": 66366, + "FP": 2119, + "IoU": 0.7823170983665438, + "TN": 109294209, + "TP": 246124, + "n_pred": 248243, + "n_ref": 312490 + }, + "10": { + "Dice": 0.29055516555516553, + "FN": 68061, + "FP": 28957, + "IoU": 0.16997048380887197, + "TN": 109491933, + "TP": 19867, + "n_pred": 48824, + "n_ref": 87928 + }, + "11": { + "Dice": 0.611633875106929, + "FN": 2321, + "FP": 403, + "IoU": 0.4405422057917437, + "TN": 109603949, + "TP": 2145, + "n_pred": 2548, + "n_ref": 4466 + }, + "12": { + "Dice": 0.30909467578205924, + "FN": 3335, + "FP": 0, + "IoU": 0.18279833374172996, + "TN": 109604737, + "TP": 746, + "n_pred": 746, + "n_ref": 4081 + }, + "13": { + "Dice": 0.23724105826673908, + "FN": 65490, + "FP": 32822, + "IoU": 0.13458508287779156, + "TN": 109495217, + "TP": 15289, + "n_pred": 48111, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4326181990088334, + "FN": 56193, + "FP": 50624, + "IoU": 0.276013284533008, + "TN": 109461278, + "TP": 40723, + "n_pred": 91347, + "n_ref": 96916 + }, + "15": { + "Dice": 0.502213376585663, + "FN": 68088, + "FP": 2193, + "IoU": 0.33530368660979437, + "TN": 109503084, + "TP": 35453, + "n_pred": 37646, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6734971192520927, + "FN": 102542, + "FP": 5584, + "IoU": 0.5077238270846138, + "TN": 109389173, + "TP": 111519, + "n_pred": 117103, + "n_ref": 214061 + }, + "3": { + "Dice": 0.817697135219943, + "FN": 20539, + "FP": 79853, + "IoU": 0.6916139337715795, + "TN": 109283278, + "TP": 225148, + "n_pred": 305001, + "n_ref": 245687 + }, + "4": { + "Dice": 0.26052752709469545, + "FN": 40951, + "FP": 12064, + "IoU": 0.14977387176444173, + "TN": 109546464, + "TP": 9339, + "n_pred": 21403, + "n_ref": 50290 + }, + "5": { + "Dice": 0.4491508221124569, + "FN": 7233, + "FP": 908, + "IoU": 0.28961605584642236, + "TN": 109597358, + "TP": 3319, + "n_pred": 4227, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7558977188270574, + "FN": 40675, + "FP": 740682, + "IoU": 0.6075848668281479, + "TN": 107617669, + "TP": 1209792, + "n_pred": 1950474, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4266516991712624, + "FN": 864647, + "FP": 31208, + "IoU": 0.2711743476930887, + "TN": 108379642, + "TP": 333321, + "n_pred": 364529, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8986207061410848, + "FN": 14234, + "FP": 2730, + "IoU": 0.8159048487216217, + "TN": 109516670, + "TP": 75184, + "n_pred": 77914, + "n_ref": 89418 + }, + "9": { + "Dice": 0.651875940002439, + "FN": 15109, + "FP": 27712, + "IoU": 0.48354299084582636, + "TN": 109525905, + "TP": 40092, + "n_pred": 67804, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7756840540018314, + "FN": 12610, + "FP": 14091, + "IoU": 0.6335652627389627, + "TN": 66994485, + "TP": 46166, + "n_pred": 60257, + "n_ref": 58776 + }, + "10": { + "Dice": 0.37921154218221687, + "FN": 58216, + "FP": 9165, + "IoU": 0.2339673264287582, + "TN": 66979391, + "TP": 20580, + "n_pred": 29745, + "n_ref": 78796 + }, + "11": { + "Dice": 0.023395510591210877, + "FN": 3089, + "FP": 0, + "IoU": 0.011836212412028152, + "TN": 67064226, + "TP": 37, + "n_pred": 37, + "n_ref": 3126 + }, + "12": { + "Dice": 0.1470917225950783, + "FN": 3048, + "FP": 2, + "IoU": 0.07938424388771506, + "TN": 67064039, + "TP": 263, + "n_pred": 265, + "n_ref": 3311 + }, + "13": { + "Dice": 0.23686166866815347, + "FN": 31998, + "FP": 8037, + "IoU": 0.13434094447327452, + "TN": 67021104, + "TP": 6213, + "n_pred": 14250, + "n_ref": 38211 + }, + "14": { + "Dice": 0.592505521122747, + "FN": 42208, + "FP": 3552, + "IoU": 0.42096472136457963, + "TN": 66988324, + "TP": 33268, + "n_pred": 36820, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 20201, + "IoU": 0.0, + "TN": 67015789, + "TP": 0, + "n_pred": 20201, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7489446070998013, + "FN": 56890, + "FP": 2877, + "IoU": 0.5986502367122184, + "TN": 66918437, + "TP": 89148, + "n_pred": 92025, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9341514195390139, + "FN": 8044, + "FP": 13431, + "IoU": 0.8764391459197588, + "TN": 66893551, + "TP": 152326, + "n_pred": 165757, + "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": 0.02747554676338059, + "FN": 8796, + "FP": 53, + "IoU": 0.013929128593715177, + "TN": 67058378, + "TP": 125, + "n_pred": 178, + "n_ref": 8921 + }, + "6": { + "Dice": 0.91603291753087, + "FN": 149735, + "FP": 20783, + "IoU": 0.845074479055463, + "TN": 65966707, + "TP": 930127, + "n_pred": 950910, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.2537824818508718, + "FN": 299243, + "FP": 8715, + "IoU": 0.14533268576979116, + "TN": 66707027, + "TP": 52367, + "n_pred": 61082, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8954441360782527, + "FN": 10053, + "FP": 7616, + "IoU": 0.8106825243758705, + "TN": 66974022, + "TP": 75661, + "n_pred": 83277, + "n_ref": 85714 + }, + "9": { + "Dice": 0.6697870154830051, + "FN": 36918, + "FP": 2943, + "IoU": 0.5035186269259033, + "TN": 66987065, + "TP": 40426, + "n_pred": 43369, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5932346636486727, + "FN": 78789, + "FP": 60304, + "IoU": 0.4217012235937818, + "TN": 74278759, + "TP": 101428, + "n_pred": 161732, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6331242158092848, + "FN": 28396, + "FP": 3768, + "IoU": 0.46319074720029374, + "TN": 74459363, + "TP": 27753, + "n_pred": 31521, + "n_ref": 56149 + }, + "11": { + "Dice": 0.2665643387055513, + "FN": 2866, + "FP": 1, + "IoU": 0.1537780401416765, + "TN": 74515892, + "TP": 521, + "n_pred": 522, + "n_ref": 3387 + }, + "12": { + "Dice": 0.007243096423721141, + "FN": 2193, + "FP": 0, + "IoU": 0.003634711494775102, + "TN": 74517079, + "TP": 8, + "n_pred": 8, + "n_ref": 2201 + }, + "13": { + "Dice": 0.29476815624393715, + "FN": 33774, + "FP": 9846, + "IoU": 0.1728610436893204, + "TN": 74466544, + "TP": 9116, + "n_pred": 18962, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4599532862253496, + "FN": 16368, + "FP": 20164, + "IoU": 0.29866190558467237, + "TN": 74467191, + "TP": 15557, + "n_pred": 35721, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4516940209703855, + "FN": 20300, + "FP": 4121, + "IoU": 0.29173433874709975, + "TN": 74484800, + "TP": 10059, + "n_pred": 14180, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7220342260466016, + "FN": 47558, + "FP": 24317, + "IoU": 0.5649871387501891, + "TN": 74354055, + "TP": 93350, + "n_pred": 117667, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6699524324252852, + "FN": 54305, + "FP": 45540, + "IoU": 0.503705618323798, + "TN": 74318099, + "TP": 101336, + "n_pred": 146876, + "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": 0.39647991401316673, + "FN": 7203, + "FP": 1781, + "IoU": 0.247255969836615, + "TN": 74507345, + "TP": 2951, + "n_pred": 4732, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9090126038767606, + "FN": 212909, + "FP": 65961, + "IoU": 0.8332017465159399, + "TN": 72847380, + "TP": 1393030, + "n_pred": 1458991, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2677651613512429, + "FN": 138834, + "FP": 16257, + "IoU": 0.1545778640268632, + "TN": 74335832, + "TP": 28357, + "n_pred": 44614, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9348319334044567, + "FN": 2165, + "FP": 6509, + "IoU": 0.8776379641124027, + "TN": 74448392, + "TP": 62214, + "n_pred": 68723, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7743117448999802, + "FN": 30306, + "FP": 6158, + "IoU": 0.6317362850448413, + "TN": 74420264, + "TP": 62552, + "n_pred": 68710, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.848758589025668, + "FN": 66633, + "FP": 10449, + "IoU": 0.7372550891018911, + "TN": 65757808, + "TP": 216290, + "n_pred": 226739, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2862951279355065, + "FN": 65155, + "FP": 26474, + "IoU": 0.16706209604843328, + "TN": 65941173, + "TP": 18378, + "n_pred": 44852, + "n_ref": 83533 + }, + "11": { + "Dice": 0.02616123865456487, + "FN": 3588, + "FP": 60, + "IoU": 0.013253989721395727, + "TN": 66047483, + "TP": 49, + "n_pred": 109, + "n_ref": 3637 + }, + "12": { + "Dice": 0.02802547770700637, + "FN": 2982, + "FP": 70, + "IoU": 0.014211886304909561, + "TN": 66048084, + "TP": 44, + "n_pred": 114, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6210589086110865, + "FN": 23151, + "FP": 6716, + "IoU": 0.4503882816237901, + "TN": 65996838, + "TP": 24475, + "n_pred": 31191, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8644125572184528, + "FN": 5416, + "FP": 11290, + "IoU": 0.7612029903229034, + "TN": 65981221, + "TP": 53253, + "n_pred": 64543, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7611580488903908, + "FN": 7704, + "FP": 2897, + "IoU": 0.6144109409667915, + "TN": 66023687, + "TP": 16892, + "n_pred": 19789, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6281098036612285, + "FN": 68258, + "FP": 21372, + "IoU": 0.4578426213245746, + "TN": 65885859, + "TP": 75691, + "n_pred": 97063, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7720688636604301, + "FN": 18297, + "FP": 63497, + "IoU": 0.6287558323196747, + "TN": 65830856, + "TP": 138530, + "n_pred": 202027, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8437147558563056, + "FN": 6711, + "FP": 1742, + "IoU": 0.7296770067157019, + "TN": 66019910, + "TP": 22817, + "n_pred": 24559, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6313715520528791, + "FN": 5012, + "FP": 788, + "IoU": 0.461316987090183, + "TN": 66040413, + "TP": 4967, + "n_pred": 5755, + "n_ref": 9979 + }, + "6": { + "Dice": 0.761267720120904, + "FN": 35434, + "FP": 584262, + "IoU": 0.6145538729282215, + "TN": 64443443, + "TP": 988041, + "n_pred": 1572303, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.43709621340793287, + "FN": 703101, + "FP": 1162, + "IoU": 0.279669303483503, + "TN": 65073486, + "TP": 273431, + "n_pred": 274593, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9093435714470385, + "FN": 10953, + "FP": 3073, + "IoU": 0.8337580448258288, + "TN": 65966809, + "TP": 70345, + "n_pred": 73418, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7955020158352358, + "FN": 20954, + "FP": 4306, + "IoU": 0.6604427954994556, + "TN": 65976789, + "TP": 49131, + "n_pred": 53437, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771658302020654, + "FN": 4894, + "FP": 2058, + "IoU": 0.9553511791604583, + "TN": 113316836, + "TP": 148752, + "n_pred": 150810, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8030032609945126, + "FN": 14203, + "FP": 18358, + "IoU": 0.670848328009381, + "TN": 113373616, + "TP": 66363, + "n_pred": 84721, + "n_ref": 80566 + }, + "11": { + "Dice": 0.45670789724072314, + "FN": 2270, + "FP": 14, + "IoU": 0.2959309494451295, + "TN": 113469296, + "TP": 960, + "n_pred": 974, + "n_ref": 3230 + }, + "12": { + "Dice": 0.6172256868363392, + "FN": 2252, + "FP": 19, + "IoU": 0.44636762554851295, + "TN": 113468438, + "TP": 1831, + "n_pred": 1850, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4661970600614671, + "FN": 47524, + "FP": 19693, + "IoU": 0.3039484720769605, + "TN": 113375971, + "TP": 29352, + "n_pred": 49045, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8397044581074626, + "FN": 71982, + "FP": 1174, + "IoU": 0.723698771381846, + "TN": 113207771, + "TP": 191613, + "n_pred": 192787, + "n_ref": 263595 + }, + "15": { + "Dice": 0.505352305304963, + "FN": 12276, + "FP": 6531, + "IoU": 0.33810797494193, + "TN": 113444126, + "TP": 9607, + "n_pred": 16138, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8414958497721995, + "FN": 22363, + "FP": 17089, + "IoU": 0.7263641218779694, + "TN": 113328363, + "TP": 104725, + "n_pred": 121814, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8291880383238169, + "FN": 26052, + "FP": 12778, + "IoU": 0.708216234088279, + "TN": 113339462, + "TP": 94248, + "n_pred": 107026, + "n_ref": 120300 + }, + "4": { + "Dice": 0.778901564153828, + "FN": 4600, + "FP": 10440, + "IoU": 0.6378695945295194, + "TN": 113431008, + "TP": 26492, + "n_pred": 36932, + "n_ref": 31092 + }, + "5": { + "Dice": 0.27994616419919244, + "FN": 27314, + "FP": 1041, + "IoU": 0.162754303599374, + "TN": 113438673, + "TP": 5512, + "n_pred": 6553, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9452813319670614, + "FN": 58314, + "FP": 67335, + "IoU": 0.8962402587696878, + "TN": 112261579, + "TP": 1085312, + "n_pred": 1152647, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7818166269749748, + "FN": 67176, + "FP": 17019, + "IoU": 0.6417889492560935, + "TN": 113237497, + "TP": 150848, + "n_pred": 167867, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8533971212773147, + "FN": 39046, + "FP": 21261, + "IoU": 0.7442830792715246, + "TN": 113236705, + "TP": 175528, + "n_pred": 196789, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6675991310752016, + "FN": 52304, + "FP": 1405, + "IoU": 0.5010497566051058, + "TN": 113364896, + "TP": 53935, + "n_pred": 55340, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7958760189118766, + "FN": 17687, + "FP": 38482, + "IoU": 0.6609585320214885, + "TN": 75031058, + "TP": 109501, + "n_pred": 147983, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5920093659339882, + "FN": 54039, + "FP": 9386, + "IoU": 0.4204639942982977, + "TN": 75087287, + "TP": 46016, + "n_pred": 55402, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5347137637028014, + "FN": 2227, + "FP": 65, + "IoU": 0.3649210307564422, + "TN": 75193119, + "TP": 1317, + "n_pred": 1382, + "n_ref": 3544 + }, + "12": { + "Dice": 0.15721007473014115, + "FN": 2822, + "FP": 223, + "IoU": 0.08531090417542805, + "TN": 75193399, + "TP": 284, + "n_pred": 507, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4339440694310511, + "FN": 34560, + "FP": 19444, + "IoU": 0.2770935960591133, + "TN": 75122024, + "TP": 20700, + "n_pred": 40144, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9306434183353651, + "FN": 12057, + "FP": 5978, + "IoU": 0.8702835277701857, + "TN": 75057694, + "TP": 120999, + "n_pred": 126977, + "n_ref": 133056 + }, + "15": { + "Dice": 0.1649040392362083, + "FN": 67037, + "FP": 1582, + "IoU": 0.0898612621694034, + "TN": 75121334, + "TP": 6775, + "n_pred": 8357, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8621673639545512, + "FN": 30291, + "FP": 6805, + "IoU": 0.757727750674321, + "TN": 75043611, + "TP": 116021, + "n_pred": 122826, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8743303972110512, + "FN": 8698, + "FP": 31207, + "IoU": 0.7767202694687839, + "TN": 75018006, + "TP": 138817, + "n_pred": 170024, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9000402414486921, + "FN": 2597, + "FP": 2371, + "IoU": 0.8182483354064535, + "TN": 75169394, + "TP": 22366, + "n_pred": 24737, + "n_ref": 24963 + }, + "5": { + "Dice": 0.22945166111047247, + "FN": 6703, + "FP": 0, + "IoU": 0.12959355927801583, + "TN": 75189027, + "TP": 998, + "n_pred": 998, + "n_ref": 7701 + }, + "6": { + "Dice": 0.890517061522435, + "FN": 25123, + "FP": 277664, + "IoU": 0.802641510417821, + "TN": 73662530, + "TP": 1231411, + "n_pred": 1509075, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8423410880996501, + "FN": 20218, + "FP": 29043, + "IoU": 0.7276245873811906, + "TN": 75015871, + "TP": 131596, + "n_pred": 160639, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8267429935046219, + "FN": 23071, + "FP": 2776, + "IoU": 0.7046563446266354, + "TN": 75109213, + "TP": 61668, + "n_pred": 64444, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7906835114121572, + "FN": 18809, + "FP": 12124, + "IoU": 0.6538267846950995, + "TN": 75107371, + "TP": 58424, + "n_pred": 70548, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558862076212651, + "FN": 13453, + "FP": 5228, + "IoU": 0.9155000294015208, + "TN": 86706795, + "TP": 202396, + "n_pred": 207624, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5923886159021206, + "FN": 32902, + "FP": 16538, + "IoU": 0.42084670711993066, + "TN": 86842506, + "TP": 35926, + "n_pred": 52464, + "n_ref": 68828 + }, + "11": { + "Dice": 0.42044517724649627, + "FN": 1570, + "FP": 1242, + "IoU": 0.2661795407098121, + "TN": 86924040, + "TP": 1020, + "n_pred": 2262, + "n_ref": 2590 + }, + "12": { + "Dice": 0.3818770226537217, + "FN": 3558, + "FP": 835, + "IoU": 0.236, + "TN": 86922122, + "TP": 1357, + "n_pred": 2192, + "n_ref": 4915 + }, + "13": { + "Dice": 0.25078200505055753, + "FN": 43295, + "FP": 28800, + "IoU": 0.14336806834519553, + "TN": 86843711, + "TP": 12066, + "n_pred": 40866, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8323998834536567, + "FN": 18998, + "FP": 6887, + "IoU": 0.7129152110020518, + "TN": 86837707, + "TP": 64280, + "n_pred": 71167, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4831134453977323, + "FN": 110820, + "FP": 93, + "IoU": 0.3184901625846411, + "TN": 86765126, + "TP": 51833, + "n_pred": 51926, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8500107804614038, + "FN": 27631, + "FP": 6456, + "IoU": 0.739146738090683, + "TN": 86797197, + "TP": 96588, + "n_pred": 103044, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8530426698837807, + "FN": 28580, + "FP": 20267, + "IoU": 0.7437440325677533, + "TN": 86737254, + "TP": 141771, + "n_pred": 162038, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8207547169811321, + "FN": 4168, + "FP": 1228, + "IoU": 0.696, + "TN": 86910122, + "TP": 12354, + "n_pred": 13582, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7504629125367607, + "FN": 2028, + "FP": 263, + "IoU": 0.6005927475592747, + "TN": 86922136, + "TP": 3445, + "n_pred": 3708, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8494820471389135, + "FN": 51892, + "FP": 345869, + "IoU": 0.7383474938626012, + "TN": 85407684, + "TP": 1122427, + "n_pred": 1468296, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5286573291526963, + "FN": 651180, + "FP": 12207, + "IoU": 0.3593026557492945, + "TN": 85892458, + "TP": 372027, + "n_pred": 384234, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9211054616409313, + "FN": 5294, + "FP": 3116, + "IoU": 0.8537493043962159, + "TN": 86870368, + "TP": 49094, + "n_pred": 52210, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7667192977761126, + "FN": 7785, + "FP": 18366, + "IoU": 0.6216908254491798, + "TN": 86858746, + "TP": 42975, + "n_pred": 61341, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3535797993687303, + "FN": 31892, + "FP": 174956, + "IoU": 0.21475671838401938, + "TN": 37486181, + "TP": 56571, + "n_pred": 231527, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5088459343440609, + "FN": 38737, + "FP": 851, + "IoU": 0.34124303186621185, + "TN": 37689505, + "TP": 20507, + "n_pred": 21358, + "n_ref": 59244 + }, + "11": { + "Dice": 0.5407346037006352, + "FN": 1609, + "FP": 54, + "IoU": 0.370552611657835, + "TN": 37746958, + "TP": 979, + "n_pred": 1033, + "n_ref": 2588 + }, + "12": { + "Dice": 0.2944956691813356, + "FN": 2390, + "FP": 135, + "IoU": 0.17267365661861075, + "TN": 37746548, + "TP": 527, + "n_pred": 662, + "n_ref": 2917 + }, + "13": { + "Dice": 0.46111413896183256, + "FN": 30925, + "FP": 1704, + "IoU": 0.2996415462877503, + "TN": 37703011, + "TP": 13960, + "n_pred": 15664, + "n_ref": 44885 + }, + "14": { + "Dice": 0.538719937901776, + "FN": 39894, + "FP": 63507, + "IoU": 0.3686630317313974, + "TN": 37585819, + "TP": 60380, + "n_pred": 123887, + "n_ref": 100274 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 37749600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21437722419928826, + "FN": 88184, + "FP": 120, + "IoU": 0.12005739795918367, + "TN": 37649248, + "TP": 12048, + "n_pred": 12168, + "n_ref": 100232 + }, + "3": { + "Dice": 0.731584693173983, + "FN": 12304, + "FP": 43754, + "IoU": 0.5767706280718443, + "TN": 37617147, + "TP": 76395, + "n_pred": 120149, + "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": 0.6549443280784919, + "FN": 4108, + "FP": 2152, + "IoU": 0.48692730104089826, + "TN": 37737399, + "TP": 5941, + "n_pred": 8093, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6748504403515706, + "FN": 362646, + "FP": 3409, + "IoU": 0.5092636038234151, + "TN": 37003670, + "TP": 379875, + "n_pred": 383284, + "n_ref": 742521 + }, + "7": { + "Dice": 0.49688602085990846, + "FN": 229404, + "FP": 5271, + "IoU": 0.33057108626198084, + "TN": 37399040, + "TP": 115885, + "n_pred": 121156, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8677006198895294, + "FN": 6138, + "FP": 15802, + "IoU": 0.7663173142467621, + "TN": 37655712, + "TP": 71948, + "n_pred": 87750, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7061006625697226, + "FN": 22427, + "FP": 4498, + "IoU": 0.5457152980478833, + "TN": 37690331, + "TP": 32344, + "n_pred": 36842, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8549960005239732, + "FN": 44640, + "FP": 7387, + "IoU": 0.7467187895546511, + "TN": 75701276, + "TP": 153385, + "n_pred": 160772, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6410007736817444, + "FN": 55287, + "FP": 10603, + "IoU": 0.4716711836682329, + "TN": 75781974, + "TP": 58824, + "n_pred": 69427, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6113238512035011, + "FN": 2107, + "FP": 735, + "IoU": 0.4402206027181406, + "TN": 75901611, + "TP": 2235, + "n_pred": 2970, + "n_ref": 4342 + }, + "12": { + "Dice": 0.2655230281558829, + "FN": 3872, + "FP": 67, + "IoU": 0.15308535798752956, + "TN": 75902037, + "TP": 712, + "n_pred": 779, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5912334681121832, + "FN": 23150, + "FP": 2225, + "IoU": 0.41968165393587337, + "TN": 75862962, + "TP": 18351, + "n_pred": 20576, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9060473592634923, + "FN": 8337, + "FP": 15584, + "IoU": 0.8282327090992647, + "TN": 75767424, + "TP": 115343, + "n_pred": 130927, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4326830533865609, + "FN": 135569, + "FP": 5, + "IoU": 0.2760660849877719, + "TN": 75719414, + "TP": 51700, + "n_pred": 51705, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7773422745651676, + "FN": 67173, + "FP": 4745, + "IoU": 0.6357807736328738, + "TN": 75709230, + "TP": 125540, + "n_pred": 130285, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8535221726177, + "FN": 15602, + "FP": 65275, + "IoU": 0.7444733358398287, + "TN": 75590177, + "TP": 235634, + "n_pred": 300909, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8968514889043434, + "FN": 1806, + "FP": 4720, + "IoU": 0.8129925208470642, + "TN": 75871791, + "TP": 28371, + "n_pred": 33091, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7419497690896438, + "FN": 3765, + "FP": 314, + "IoU": 0.5897616413557276, + "TN": 75896745, + "TP": 5864, + "n_pred": 6178, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9560953891178886, + "FN": 51291, + "FP": 100767, + "IoU": 0.9158838644365954, + "TN": 74098973, + "TP": 1655657, + "n_pred": 1756424, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.858907535294983, + "FN": 57699, + "FP": 13277, + "IoU": 0.7527063422656275, + "TN": 75619677, + "TP": 216035, + "n_pred": 229312, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9162761198637249, + "FN": 10121, + "FP": 4796, + "IoU": 0.845488538785826, + "TN": 75810145, + "TP": 81626, + "n_pred": 86422, + "n_ref": 91747 + }, + "9": { + "Dice": 0.852414335688897, + "FN": 17072, + "FP": 3938, + "IoU": 0.7427892855393957, + "TN": 75825004, + "TP": 60674, + "n_pred": 64612, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8080823822767814, + "FN": 27641, + "FP": 4377, + "IoU": 0.6779683178275082, + "TN": 61288325, + "TP": 67407, + "n_pred": 71784, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7972994820127136, + "FN": 16407, + "FP": 14938, + "IoU": 0.6629243690249594, + "TN": 61294759, + "TP": 61646, + "n_pred": 76584, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7548076923076923, + "FN": 830, + "FP": 802, + "IoU": 0.6061776061776062, + "TN": 61383606, + "TP": 2512, + "n_pred": 3314, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6966623640051632, + "FN": 1480, + "FP": 165, + "IoU": 0.5345217883418223, + "TN": 61384216, + "TP": 1889, + "n_pred": 2054, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4380920998434797, + "FN": 26160, + "FP": 7945, + "IoU": 0.2804852320675105, + "TN": 61340350, + "TP": 13295, + "n_pred": 21240, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7936526525354257, + "FN": 5467, + "FP": 26249, + "IoU": 0.6578972915250947, + "TN": 61295041, + "TP": 60993, + "n_pred": 87242, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8203240853083125, + "FN": 12306, + "FP": 1022, + "IoU": 0.6953808881676685, + "TN": 61343997, + "TP": 30425, + "n_pred": 31447, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8491672951872312, + "FN": 29020, + "FP": 7977, + "IoU": 0.7378720570209932, + "TN": 61246609, + "TP": 104144, + "n_pred": 112121, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8495120205667038, + "FN": 27383, + "FP": 10256, + "IoU": 0.7383927826739692, + "TN": 61243874, + "TP": 106237, + "n_pred": 116493, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6483895975755867, + "FN": 9776, + "FP": 202, + "IoU": 0.47971634164146415, + "TN": 61368572, + "TP": 9200, + "n_pred": 9402, + "n_ref": 18976 + }, + "5": { + "Dice": 0.011188409954816037, + "FN": 27539, + "FP": 35, + "IoU": 0.00562567616300036, + "TN": 61360020, + "TP": 156, + "n_pred": 191, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9436089651825421, + "FN": 67244, + "FP": 43606, + "IoU": 0.8932383313396783, + "TN": 60349456, + "TP": 927444, + "n_pred": 971050, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6624461676534585, + "FN": 77536, + "FP": 27024, + "IoU": 0.4952669205779136, + "TN": 61180591, + "TP": 102599, + "n_pred": 129623, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9100461986563945, + "FN": 36819, + "FP": 4596, + "IoU": 0.8349401575870136, + "TN": 61136841, + "TP": 209494, + "n_pred": 214090, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7404586821987623, + "FN": 28866, + "FP": 6782, + "IoU": 0.5878796286662273, + "TN": 61301251, + "TP": 50851, + "n_pred": 57633, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707760167056502, + "FN": 7463, + "FP": 3257, + "IoU": 0.9432116161910463, + "TN": 39560029, + "TP": 178051, + "n_pred": 181308, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4554388066202091, + "FN": 35101, + "FP": 4909, + "IoU": 0.29486614617296136, + "TN": 39692059, + "TP": 16731, + "n_pred": 21640, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7877423822714681, + "FN": 756, + "FP": 470, + "IoU": 0.6498143387603542, + "TN": 39745299, + "TP": 2275, + "n_pred": 2745, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7561228009658503, + "FN": 1268, + "FP": 146, + "IoU": 0.6078757626178591, + "TN": 39745194, + "TP": 2192, + "n_pred": 2338, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6036462195402593, + "FN": 20203, + "FP": 10799, + "IoU": 0.43230177623145943, + "TN": 39694190, + "TP": 23608, + "n_pred": 34407, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2292317301686446, + "FN": 23424, + "FP": 43212, + "IoU": 0.1294532627865961, + "TN": 39672255, + "TP": 9909, + "n_pred": 53121, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6408628356422097, + "FN": 21739, + "FP": 11859, + "IoU": 0.4715218246165946, + "TN": 39685225, + "TP": 29977, + "n_pred": 41836, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8836679612379494, + "FN": 11931, + "FP": 15956, + "IoU": 0.7915816536251056, + "TN": 39614997, + "TP": 105916, + "n_pred": 121872, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8952399115111755, + "FN": 16918, + "FP": 10548, + "IoU": 0.8103478038709321, + "TN": 39603977, + "TP": 117357, + "n_pred": 127905, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6386124697813009, + "FN": 12414, + "FP": 442, + "IoU": 0.4690894073921123, + "TN": 39724585, + "TP": 11359, + "n_pred": 11801, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7971893963589908, + "FN": 1532, + "FP": 1008, + "IoU": 0.6627721720658524, + "TN": 39741268, + "TP": 4992, + "n_pred": 6000, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9474682613676575, + "FN": 48411, + "FP": 49122, + "IoU": 0.900180228863023, + "TN": 38771709, + "TP": 879558, + "n_pred": 928680, + "n_ref": 927969 + }, + "7": { + "Dice": 0.2882720613572464, + "FN": 608685, + "FP": 626, + "IoU": 0.16840997617052406, + "TN": 39016094, + "TP": 123395, + "n_pred": 124021, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8940564594109971, + "FN": 1917, + "FP": 9368, + "IoU": 0.8084105802858986, + "TN": 39689898, + "TP": 47617, + "n_pred": 56985, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7902607686448977, + "FN": 8945, + "FP": 8404, + "IoU": 0.6532488557552015, + "TN": 39698767, + "TP": 32684, + "n_pred": 41088, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7765280160256042, + "FN": 29506, + "FP": 9316, + "IoU": 0.634692110809997, + "TN": 101290336, + "TP": 67450, + "n_pred": 76766, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5539451009354998, + "FN": 46389, + "FP": 11591, + "IoU": 0.383073354472133, + "TN": 101302626, + "TP": 36002, + "n_pred": 47593, + "n_ref": 82391 + }, + "11": { + "Dice": 0.4552486187845304, + "FN": 3881, + "FP": 63, + "IoU": 0.2947067238912732, + "TN": 101391016, + "TP": 1648, + "n_pred": 1711, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6512036108324974, + "FN": 2628, + "FP": 154, + "IoU": 0.48280349507343373, + "TN": 101391229, + "TP": 2597, + "n_pred": 2751, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6278149466192171, + "FN": 16867, + "FP": 22352, + "IoU": 0.45752935806465, + "TN": 101324311, + "TP": 33078, + "n_pred": 55430, + "n_ref": 49945 + }, + "14": { + "Dice": 0.946985397460635, + "FN": 16547, + "FP": 1257, + "IoU": 0.8993088938908934, + "TN": 101219790, + "TP": 159014, + "n_pred": 160271, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6779628381630884, + "FN": 12790, + "FP": 590, + "IoU": 0.512816778327993, + "TN": 101369144, + "TP": 14084, + "n_pred": 14674, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9597839507912972, + "FN": 11505, + "FP": 2761, + "IoU": 0.9226775067750678, + "TN": 101212108, + "TP": 170234, + "n_pred": 172995, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9260102174655176, + "FN": 12561, + "FP": 12147, + "IoU": 0.8622151090490344, + "TN": 101217285, + "TP": 154615, + "n_pred": 166762, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8207941483803552, + "FN": 2291, + "FP": 1139, + "IoU": 0.6960567124501551, + "TN": 101385323, + "TP": 7855, + "n_pred": 8994, + "n_ref": 10146 + }, + "5": { + "Dice": 0.41687522345370037, + "FN": 28022, + "FP": 1336, + "IoU": 0.26332429990966577, + "TN": 101356756, + "TP": 10494, + "n_pred": 11830, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9119070672967201, + "FN": 68429, + "FP": 272019, + "IoU": 0.8380782926612342, + "TN": 99294061, + "TP": 1762099, + "n_pred": 2034118, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.623219103778098, + "FN": 249323, + "FP": 6648, + "IoU": 0.4526639681653826, + "TN": 100928941, + "TP": 211696, + "n_pred": 218344, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7952691097303716, + "FN": 83247, + "FP": 5554, + "IoU": 0.6601217883210282, + "TN": 101135335, + "TP": 172472, + "n_pred": 178026, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9154889085661059, + "FN": 7009, + "FP": 7689, + "IoU": 0.8441489587309666, + "TN": 101302300, + "TP": 79610, + "n_pred": 87299, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7042892949640955, + "FN": 65121, + "FP": 62414, + "IoU": 0.5435544309596326, + "TN": 73604095, + "TP": 151874, + "n_pred": 214288, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 35305, + "IoU": 0.0, + "TN": 73772358, + "TP": 0, + "n_pred": 35305, + "n_ref": 75841 + }, + "11": { + "Dice": 0.45818642075761684, + "FN": 3725, + "FP": 2268, + "IoU": 0.2971736835932919, + "TN": 73874977, + "TP": 2534, + "n_pred": 4802, + "n_ref": 6259 + }, + "12": { + "Dice": 0.11041063213494633, + "FN": 5217, + "FP": 4, + "IoU": 0.05843101893597836, + "TN": 73877959, + "TP": 324, + "n_pred": 328, + "n_ref": 5541 + }, + "13": { + "Dice": 0.006391229932621271, + "FN": 60944, + "FP": 30780, + "IoU": 0.0032058596594181634, + "TN": 73791485, + "TP": 295, + "n_pred": 31075, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6307474256917739, + "FN": 39061, + "FP": 33626, + "IoU": 0.46065089635521783, + "TN": 73748736, + "TP": 62081, + "n_pred": 95707, + "n_ref": 101142 + }, + "15": { + "Dice": 0.11292599652290485, + "FN": 208697, + "FP": 3052, + "IoU": 0.05984184844623425, + "TN": 73658277, + "TP": 13478, + "n_pred": 16530, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4400904295403165, + "FN": 135862, + "FP": 4565, + "IoU": 0.2821256038647343, + "TN": 73687889, + "TP": 55188, + "n_pred": 59753, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7830780296474449, + "FN": 48176, + "FP": 29030, + "IoU": 0.6434907485650694, + "TN": 73666943, + "TP": 139355, + "n_pred": 168385, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 6671, + "IoU": 0.0, + "TN": 73828945, + "TP": 0, + "n_pred": 6671, + "n_ref": 47888 + }, + "5": { + "Dice": 0.009866473722291652, + "FN": 15053, + "FP": 0, + "IoU": 0.0049576943416181915, + "TN": 73868376, + "TP": 75, + "n_pred": 75, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7135773102716144, + "FN": 70290, + "FP": 1239075, + "IoU": 0.554698946131212, + "TN": 70943100, + "TP": 1631039, + "n_pred": 2870114, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.25254830366651454, + "FN": 144379, + "FP": 22663, + "IoU": 0.14452376806547101, + "TN": 73688242, + "TP": 28220, + "n_pred": 50883, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7067262942045113, + "FN": 28956, + "FP": 12949, + "IoU": 0.5464630503485, + "TN": 73791108, + "TP": 50491, + "n_pred": 63440, + "n_ref": 79447 + }, + "9": { + "Dice": 0.726024875752715, + "FN": 21156, + "FP": 30939, + "IoU": 0.5698893659180978, + "TN": 73762384, + "TP": 69025, + "n_pred": 99964, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9096816369589554, + "FN": 25229, + "FP": 6962, + "IoU": 0.8343266222002635, + "TN": 69301472, + "TP": 162113, + "n_pred": 169075, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5657055209155843, + "FN": 36308, + "FP": 11543, + "IoU": 0.39441378961223045, + "TN": 69416760, + "TP": 31165, + "n_pred": 42708, + "n_ref": 67473 + }, + "11": { + "Dice": 0.6516896356428167, + "FN": 1735, + "FP": 110, + "IoU": 0.4833380005600672, + "TN": 69492205, + "TP": 1726, + "n_pred": 1836, + "n_ref": 3461 + }, + "12": { + "Dice": 0.18498734888951363, + "FN": 2823, + "FP": 76, + "IoU": 0.10192069392812887, + "TN": 69492548, + "TP": 329, + "n_pred": 405, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6617468015208505, + "FN": 29172, + "FP": 20559, + "IoU": 0.49448549965947325, + "TN": 69397399, + "TP": 48646, + "n_pred": 69205, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8816542516964353, + "FN": 27409, + "FP": 5780, + "IoU": 0.7883557057679431, + "TN": 69338961, + "TP": 123626, + "n_pred": 129406, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5703398531076421, + "FN": 50665, + "FP": 14621, + "IoU": 0.3989338685472808, + "TN": 69387159, + "TP": 43331, + "n_pred": 57952, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8784520713223801, + "FN": 12179, + "FP": 26002, + "IoU": 0.7832496934465689, + "TN": 69319624, + "TP": 137971, + "n_pred": 163973, + "n_ref": 150150 + }, + "3": { + "Dice": 0.886680596113181, + "FN": 31679, + "FP": 4333, + "IoU": 0.7964296616205583, + "TN": 69318874, + "TP": 140890, + "n_pred": 145223, + "n_ref": 172569 + }, + "4": { + "Dice": 0.445247571110851, + "FN": 21904, + "FP": 16010, + "IoU": 0.2863784373882437, + "TN": 69442647, + "TP": 15215, + "n_pred": 31225, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7468456375838927, + "FN": 6574, + "FP": 1913, + "IoU": 0.5959725792630677, + "TN": 69474770, + "TP": 12519, + "n_pred": 14432, + "n_ref": 19093 + }, + "6": { + "Dice": 0.953850383028772, + "FN": 79084, + "FP": 53541, + "IoU": 0.9117724344155693, + "TN": 67992561, + "TP": 1370590, + "n_pred": 1424131, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8596332239800595, + "FN": 62092, + "FP": 19845, + "IoU": 0.7538217019793532, + "TN": 69162940, + "TP": 250899, + "n_pred": 270744, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8031470290518302, + "FN": 22433, + "FP": 10044, + "IoU": 0.6710490332121262, + "TN": 69397047, + "TP": 66252, + "n_pred": 76296, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8466707722292528, + "FN": 17814, + "FP": 4843, + "IoU": 0.7341102192179505, + "TN": 69410564, + "TP": 62555, + "n_pred": 67398, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8961330386073478, + "FN": 15315, + "FP": 28056, + "IoU": 0.8118125371528245, + "TN": 50603085, + "TP": 187096, + "n_pred": 215152, + "n_ref": 202411 + }, + "10": { + "Dice": 0.787052810902896, + "FN": 22479, + "FP": 6396, + "IoU": 0.648876404494382, + "TN": 50751316, + "TP": 53361, + "n_pred": 59757, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7839118077684953, + "FN": 2178, + "FP": 331, + "IoU": 0.6446175637393767, + "TN": 50826492, + "TP": 4551, + "n_pred": 4882, + "n_ref": 6729 + }, + "12": { + "Dice": 0.201508467340259, + "FN": 5591, + "FP": 20, + "IoU": 0.11204304478556734, + "TN": 50827233, + "TP": 708, + "n_pred": 728, + "n_ref": 6299 + }, + "13": { + "Dice": 0.648956150140178, + "FN": 12500, + "FP": 26191, + "IoU": 0.48033685228463213, + "TN": 50759098, + "TP": 35763, + "n_pred": 61954, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4707522356654392, + "FN": 32839, + "FP": 7405, + "IoU": 0.30783254789996906, + "TN": 50775410, + "TP": 17898, + "n_pred": 25303, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 19, + "IoU": 0.0, + "TN": 50798777, + "TP": 0, + "n_pred": 19, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8452367664333286, + "FN": 53048, + "FP": 5186, + "IoU": 0.7319567698935817, + "TN": 50616296, + "TP": 159022, + "n_pred": 164208, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8748988363937198, + "FN": 8547, + "FP": 47101, + "IoU": 0.7776179286753305, + "TN": 50583316, + "TP": 194588, + "n_pred": 241689, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8777003688308647, + "FN": 2973, + "FP": 1205, + "IoU": 0.782055294731351, + "TN": 50814382, + "TP": 14992, + "n_pred": 16197, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8225984854930656, + "FN": 3176, + "FP": 994, + "IoU": 0.6986558751264633, + "TN": 50819714, + "TP": 9668, + "n_pred": 10662, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8966831891226343, + "FN": 73485, + "FP": 415717, + "IoU": 0.8127159672384446, + "TN": 48221466, + "TP": 2122884, + "n_pred": 2538601, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8594142768920318, + "FN": 30751, + "FP": 33901, + "IoU": 0.7534850379770003, + "TN": 50571288, + "TP": 197612, + "n_pred": 231513, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9414856271689636, + "FN": 9056, + "FP": 2612, + "IoU": 0.8894405700424499, + "TN": 50728016, + "TP": 93868, + "n_pred": 96480, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8192139397542222, + "FN": 31056, + "FP": 6046, + "IoU": 0.6937869334125648, + "TN": 50712388, + "TP": 84062, + "n_pred": 90108, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8158584804070661, + "FN": 63078, + "FP": 4125, + "IoU": 0.6889873101380057, + "TN": 76668782, + "TP": 148875, + "n_pred": 153000, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6607004099568607, + "FN": 27972, + "FP": 10017, + "IoU": 0.49331786171574904, + "TN": 76809884, + "TP": 36987, + "n_pred": 47004, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6347381864623244, + "FN": 1383, + "FP": 333, + "IoU": 0.46492048643592143, + "TN": 76881653, + "TP": 1491, + "n_pred": 1824, + "n_ref": 2874 + }, + "12": { + "Dice": 0.14504088162104514, + "FN": 2405, + "FP": 0, + "IoU": 0.07819087773093139, + "TN": 76882251, + "TP": 204, + "n_pred": 204, + "n_ref": 2609 + }, + "13": { + "Dice": 0.48736547794893437, + "FN": 24306, + "FP": 14564, + "IoU": 0.32219645317104645, + "TN": 76827513, + "TP": 18477, + "n_pred": 33041, + "n_ref": 42783 + }, + "14": { + "Dice": 0.858940401517487, + "FN": 13246, + "FP": 9175, + "IoU": 0.7527568259009307, + "TN": 76794176, + "TP": 68263, + "n_pred": 77438, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5557853005006921, + "FN": 23753, + "FP": 2242, + "IoU": 0.38483564853160424, + "TN": 76842603, + "TP": 16262, + "n_pred": 18504, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9040257600568885, + "FN": 13635, + "FP": 5530, + "IoU": 0.8248604092225867, + "TN": 76775433, + "TP": 90262, + "n_pred": 95792, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9360884984075035, + "FN": 6740, + "FP": 5641, + "IoU": 0.8798556054768998, + "TN": 76781809, + "TP": 90670, + "n_pred": 96311, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8947499274851862, + "FN": 3289, + "FP": 1791, + "IoU": 0.8095452330071607, + "TN": 76858187, + "TP": 21593, + "n_pred": 23384, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6262140094542329, + "FN": 8469, + "FP": 229, + "IoU": 0.4558308308308308, + "TN": 76868876, + "TP": 7286, + "n_pred": 7515, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9073955101965895, + "FN": 18779, + "FP": 208246, + "IoU": 0.8304885424366643, + "TN": 75545570, + "TP": 1112265, + "n_pred": 1320511, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.732762707003004, + "FN": 39805, + "FP": 48708, + "IoU": 0.578236381656692, + "TN": 76674996, + "TP": 121351, + "n_pred": 170059, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8932550831674677, + "FN": 7520, + "FP": 9159, + "IoU": 0.8071011391892673, + "TN": 76798395, + "TP": 69786, + "n_pred": 78945, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7694601391084009, + "FN": 31641, + "FP": 4388, + "IoU": 0.6253028963652436, + "TN": 76788705, + "TP": 60126, + "n_pred": 64514, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4439612332312536, + "FN": 80574, + "FP": 29639, + "IoU": 0.28531502088034655, + "TN": 130845720, + "TP": 43999, + "n_pred": 73638, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6284383961312111, + "FN": 26115, + "FP": 11072, + "IoU": 0.45819188460697896, + "TN": 130931297, + "TP": 31448, + "n_pred": 42520, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6456050361389601, + "FN": 2799, + "FP": 241, + "IoU": 0.47667412635565504, + "TN": 130994123, + "TP": 2769, + "n_pred": 3010, + "n_ref": 5568 + }, + "12": { + "Dice": 0.03494154011557586, + "FN": 7172, + "FP": 9, + "IoU": 0.017781425249623853, + "TN": 130992621, + "TP": 130, + "n_pred": 139, + "n_ref": 7302 + }, + "13": { + "Dice": 0.18528382122377096, + "FN": 69790, + "FP": 6078, + "IoU": 0.10210071601869933, + "TN": 130915437, + "TP": 8627, + "n_pred": 14705, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 833, + "IoU": 0.0, + "TN": 130052974, + "TP": 0, + "n_pred": 833, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 1549, + "IoU": 0.0, + "TN": 130973073, + "TP": 0, + "n_pred": 1549, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5178072104524694, + "FN": 140801, + "FP": 4570, + "IoU": 0.3493521315877811, + "TN": 130776507, + "TP": 78054, + "n_pred": 82624, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7638725518553514, + "FN": 45359, + "FP": 101585, + "IoU": 0.6179561444104142, + "TN": 130615306, + "TP": 237682, + "n_pred": 339267, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 876, + "IoU": 0.0, + "TN": 130996776, + "TP": 0, + "n_pred": 876, + "n_ref": 2280 + }, + "5": { + "Dice": 0.026951711516865616, + "FN": 23395, + "FP": 0, + "IoU": 0.013659935073148109, + "TN": 130976213, + "TP": 324, + "n_pred": 324, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8282681718004881, + "FN": 67627, + "FP": 515152, + "IoU": 0.7068752011910511, + "TN": 129011772, + "TP": 1405381, + "n_pred": 1920533, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5976957227356251, + "FN": 92661, + "FP": 57312, + "IoU": 0.42622398892030344, + "TN": 130738553, + "TP": 111406, + "n_pred": 168718, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8643676956134374, + "FN": 27065, + "FP": 3991, + "IoU": 0.7611334164013106, + "TN": 130869918, + "TP": 98958, + "n_pred": 102949, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6767921480929308, + "FN": 13639, + "FP": 27985, + "IoU": 0.5114783343504999, + "TN": 130914728, + "TP": 43580, + "n_pred": 71565, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8321216730038022, + "FN": 16383, + "FP": 174, + "IoU": 0.712507162577486, + "TN": 74369107, + "TP": 41034, + "n_pred": 41208, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4632356440544065, + "FN": 54441, + "FP": 1952, + "IoU": 0.30143570304854633, + "TN": 74345971, + "TP": 24334, + "n_pred": 26286, + "n_ref": 78775 + }, + "11": { + "Dice": 0.36154366960054163, + "FN": 1854, + "FP": 32, + "IoU": 0.2206611570247934, + "TN": 74424278, + "TP": 534, + "n_pred": 566, + "n_ref": 2388 + }, + "12": { + "Dice": 0.12006079027355623, + "FN": 2299, + "FP": 17, + "IoU": 0.06386418755052546, + "TN": 74424224, + "TP": 158, + "n_pred": 175, + "n_ref": 2457 + }, + "13": { + "Dice": 0.27218161010813463, + "FN": 85846, + "FP": 7643, + "IoU": 0.15752906190862395, + "TN": 74315728, + "TP": 17481, + "n_pred": 25124, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8113140964738457, + "FN": 51343, + "FP": 4265, + "IoU": 0.6825302580497831, + "TN": 74251538, + "TP": 119552, + "n_pred": 123817, + "n_ref": 170895 + }, + "15": { + "Dice": 0.11655999660916373, + "FN": 20843, + "FP": 0, + "IoU": 0.06188675848411198, + "TN": 74404480, + "TP": 1375, + "n_pred": 1375, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7622209568297414, + "FN": 39777, + "FP": 9497, + "IoU": 0.6157972709551657, + "TN": 74298448, + "TP": 78976, + "n_pred": 88473, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7947403143663978, + "FN": 17354, + "FP": 41449, + "IoU": 0.6593934268602079, + "TN": 74254056, + "TP": 113839, + "n_pred": 155288, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0013123359580052493, + "FN": 30440, + "FP": 0, + "IoU": 0.0006565988181221273, + "TN": 74396238, + "TP": 20, + "n_pred": 20, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9516710650013983, + "FN": 21551, + "FP": 66408, + "IoU": 0.9077981473464412, + "TN": 73472715, + "TP": 866024, + "n_pred": 932432, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5342825924967858, + "FN": 81321, + "FP": 39304, + "IoU": 0.364519510897338, + "TN": 74236881, + "TP": 69192, + "n_pred": 108496, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8399253650387277, + "FN": 4519, + "FP": 10237, + "IoU": 0.7240270063027174, + "TN": 74373229, + "TP": 38713, + "n_pred": 48950, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8321785517199093, + "FN": 6628, + "FP": 4320, + "IoU": 0.7125905701984668, + "TN": 74388606, + "TP": 27144, + "n_pred": 31464, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551546315587275, + "FN": 11117, + "FP": 1023, + "IoU": 0.914158841497907, + "TN": 106505264, + "TP": 129284, + "n_pred": 130307, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7320840834749094, + "FN": 27165, + "FP": 25664, + "IoU": 0.5773916660667002, + "TN": 106521681, + "TP": 72178, + "n_pred": 97842, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5154178875401144, + "FN": 2804, + "FP": 669, + "IoU": 0.34718045112781953, + "TN": 106641368, + "TP": 1847, + "n_pred": 2516, + "n_ref": 4651 + }, + "12": { + "Dice": 0.3877075444217885, + "FN": 4139, + "FP": 65, + "IoU": 0.24046973803071364, + "TN": 106641153, + "TP": 1331, + "n_pred": 1396, + "n_ref": 5470 + }, + "13": { + "Dice": 0.2642244738893219, + "FN": 32129, + "FP": 16959, + "IoU": 0.1522227211495285, + "TN": 106588786, + "TP": 8814, + "n_pred": 25773, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9312233376040098, + "FN": 4113, + "FP": 5657, + "IoU": 0.8712983454526294, + "TN": 106570776, + "TP": 66142, + "n_pred": 71799, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4531214528944381, + "FN": 18577, + "FP": 695, + "IoU": 0.29292632814793074, + "TN": 106619432, + "TP": 7984, + "n_pred": 8679, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7711235810113519, + "FN": 67118, + "FP": 3852, + "IoU": 0.6275029523684555, + "TN": 106456163, + "TP": 119555, + "n_pred": 123407, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8024289658833735, + "FN": 3879, + "FP": 68318, + "IoU": 0.6700470728028883, + "TN": 106427878, + "TP": 146613, + "n_pred": 214931, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8255289628858827, + "FN": 563, + "FP": 3461, + "IoU": 0.7028942705256941, + "TN": 106633144, + "TP": 9520, + "n_pred": 12981, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6528880372296743, + "FN": 2057, + "FP": 479, + "IoU": 0.4846575899207478, + "TN": 106641767, + "TP": 2385, + "n_pred": 2864, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9776065343968173, + "FN": 24259, + "FP": 32931, + "IoU": 0.9561940361385798, + "TN": 105341158, + "TP": 1248340, + "n_pred": 1281271, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6930266796372642, + "FN": 137723, + "FP": 38674, + "IoU": 0.5302531190498382, + "TN": 106271173, + "TP": 199118, + "n_pred": 237792, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8822237842303206, + "FN": 10158, + "FP": 6095, + "IoU": 0.7892669138811814, + "TN": 106569562, + "TP": 60873, + "n_pred": 66968, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8451529544503285, + "FN": 15421, + "FP": 10106, + "IoU": 0.7318310746927198, + "TN": 106551498, + "TP": 69663, + "n_pred": 79769, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8903020561023655, + "FN": 22093, + "FP": 10596, + "IoU": 0.802292246280392, + "TN": 107961588, + "TP": 132651, + "n_pred": 143247, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8006343203927907, + "FN": 15507, + "FP": 17180, + "IoU": 0.667548133155684, + "TN": 108028607, + "TP": 65634, + "n_pred": 82814, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6315149056986412, + "FN": 1480, + "FP": 337, + "IoU": 0.46147006520450506, + "TN": 108123554, + "TP": 1557, + "n_pred": 1894, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7225788047354158, + "FN": 1441, + "FP": 504, + "IoU": 0.5656543099598035, + "TN": 108122450, + "TP": 2533, + "n_pred": 3037, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6405867192720099, + "FN": 37156, + "FP": 8028, + "IoU": 0.4712229373902867, + "TN": 108041478, + "TP": 40266, + "n_pred": 48294, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7535163560791338, + "FN": 7080, + "FP": 14387, + "IoU": 0.6045136330140015, + "TN": 108072648, + "TP": 32813, + "n_pred": 47200, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5702963473466575, + "FN": 15646, + "FP": 1812, + "IoU": 0.39889129910821886, + "TN": 108097885, + "TP": 11585, + "n_pred": 13397, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7938866936803161, + "FN": 64224, + "FP": 1292, + "IoU": 0.6582189994261568, + "TN": 107935238, + "TP": 126174, + "n_pred": 127466, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8653778224601255, + "FN": 9145, + "FP": 50309, + "IoU": 0.762701311141711, + "TN": 107876383, + "TP": 191091, + "n_pred": 241400, + "n_ref": 200236 + }, + "4": { + "Dice": 0.7883642345032272, + "FN": 11262, + "FP": 575, + "IoU": 0.6506610789753275, + "TN": 108093044, + "TP": 22047, + "n_pred": 22622, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0809953647231032, + "FN": 3711, + "FP": 56, + "IoU": 0.04220696669209255, + "TN": 108122995, + "TP": 166, + "n_pred": 222, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9686817036033969, + "FN": 46189, + "FP": 46484, + "IoU": 0.9392655080278739, + "TN": 106601057, + "TP": 1433198, + "n_pred": 1479682, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8665770379416866, + "FN": 45288, + "FP": 19715, + "IoU": 0.7645663330906668, + "TN": 107850829, + "TP": 211096, + "n_pred": 230811, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8896507191077194, + "FN": 5283, + "FP": 4116, + "IoU": 0.801235011736841, + "TN": 108079641, + "TP": 37888, + "n_pred": 42004, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8572200824380025, + "FN": 10994, + "FP": 5910, + "IoU": 0.7501182592242195, + "TN": 108059280, + "TP": 50744, + "n_pred": 56654, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1294190797655001, + "FN": 115751, + "FP": 1861, + "IoU": 0.06918657106225366, + "TN": 62443806, + "TP": 8742, + "n_pred": 10603, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6520754458982488, + "FN": 20996, + "FP": 19715, + "IoU": 0.48376256958445873, + "TN": 62491299, + "TP": 38150, + "n_pred": 57865, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5469483568075117, + "FN": 1120, + "FP": 424, + "IoU": 0.3764135702746365, + "TN": 62567684, + "TP": 932, + "n_pred": 1356, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5990705534431771, + "FN": 2140, + "FP": 707, + "IoU": 0.4276236429433052, + "TN": 62565186, + "TP": 2127, + "n_pred": 2834, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7345266389384036, + "FN": 12040, + "FP": 9406, + "IoU": 0.5804362711532818, + "TN": 62519045, + "TP": 29669, + "n_pred": 39075, + "n_ref": 41709 + }, + "14": { + "Dice": 0.473192474823891, + "FN": 244507, + "FP": 262, + "IoU": 0.3099228075715115, + "TN": 62215462, + "TP": 109929, + "n_pred": 110191, + "n_ref": 354436 + }, + "15": { + "Dice": 0.00021592442645074225, + "FN": 91329, + "FP": 1276, + "IoU": 0.00010797387032338174, + "TN": 62477545, + "TP": 10, + "n_pred": 1286, + "n_ref": 91339 + }, + "2": { + "Dice": 0.703155679704808, + "FN": 72112, + "FP": 8014, + "IoU": 0.542205158090798, + "TN": 62395134, + "TP": 94900, + "n_pred": 102914, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8316206631584371, + "FN": 14559, + "FP": 60602, + "IoU": 0.71177282662883, + "TN": 62309390, + "TP": 185609, + "n_pred": 246211, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9013058504583928, + "FN": 1704, + "FP": 3065, + "IoU": 0.8203428140892823, + "TN": 62543615, + "TP": 21776, + "n_pred": 24841, + "n_ref": 23480 + }, + "5": { + "Dice": 0.04635049575916856, + "FN": 7981, + "FP": 2, + "IoU": 0.02372508254861196, + "TN": 62561983, + "TP": 194, + "n_pred": 196, + "n_ref": 8175 + }, + "6": { + "Dice": 0.915841811642241, + "FN": 32515, + "FP": 229382, + "IoU": 0.844749245522485, + "TN": 60883231, + "TP": 1425032, + "n_pred": 1654414, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7536622952982305, + "FN": 61711, + "FP": 20451, + "IoU": 0.6047015126438551, + "TN": 62362312, + "TP": 125686, + "n_pred": 146137, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9160623719355354, + "FN": 7087, + "FP": 4465, + "IoU": 0.8451246162302752, + "TN": 62495571, + "TP": 63037, + "n_pred": 67502, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7593618986712144, + "FN": 6850, + "FP": 20242, + "IoU": 0.612073656175721, + "TN": 62500322, + "TP": 42746, + "n_pred": 62988, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8008946840011691, + "FN": 91648, + "FP": 2354, + "IoU": 0.6679102104839223, + "TN": 55098186, + "TP": 189060, + "n_pred": 191414, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7821809893229895, + "FN": 17889, + "FP": 14793, + "IoU": 0.642280160241676, + "TN": 55289886, + "TP": 58680, + "n_pred": 73473, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6031279240743216, + "FN": 2071, + "FP": 898, + "IoU": 0.43177033492822964, + "TN": 55376023, + "TP": 2256, + "n_pred": 3154, + "n_ref": 4327 + }, + "12": { + "Dice": 0.07273466070702966, + "FN": 4549, + "FP": 15, + "IoU": 0.037739827113641156, + "TN": 55376505, + "TP": 179, + "n_pred": 194, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6165695031288442, + "FN": 26051, + "FP": 9794, + "IoU": 0.44568158973169414, + "TN": 55316583, + "TP": 28820, + "n_pred": 38614, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8971058829899559, + "FN": 12345, + "FP": 6658, + "IoU": 0.8134107065708338, + "TN": 55279404, + "TP": 82841, + "n_pred": 89499, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8052652988584649, + "FN": 24512, + "FP": 6126, + "IoU": 0.6740118103952758, + "TN": 55287263, + "TP": 63347, + "n_pred": 69473, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7709087813080588, + "FN": 68604, + "FP": 6737, + "IoU": 0.6272185250241211, + "TN": 55179143, + "TP": 126764, + "n_pred": 133501, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8247639494380792, + "FN": 14473, + "FP": 57518, + "IoU": 0.70178578085971, + "TN": 55139841, + "TP": 169416, + "n_pred": 226934, + "n_ref": 183889 + }, + "4": { + "Dice": 0.4207195203197868, + "FN": 4883, + "FP": 2073, + "IoU": 0.266399493777684, + "TN": 55371766, + "TP": 2526, + "n_pred": 4599, + "n_ref": 7409 + }, + "5": { + "Dice": 0.11528822055137844, + "FN": 5295, + "FP": 0, + "IoU": 0.061170212765957445, + "TN": 55375608, + "TP": 345, + "n_pred": 345, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9383142607484197, + "FN": 48067, + "FP": 142679, + "IoU": 0.8837966133084453, + "TN": 53739764, + "TP": 1450738, + "n_pred": 1593417, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7814412688275054, + "FN": 57793, + "FP": 7911, + "IoU": 0.6412832215937629, + "TN": 55198084, + "TP": 117460, + "n_pred": 125371, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9050536153787772, + "FN": 5315, + "FP": 3442, + "IoU": 0.8265734542717946, + "TN": 55330754, + "TP": 41737, + "n_pred": 45179, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8265279141799501, + "FN": 7153, + "FP": 11217, + "IoU": 0.704343907424396, + "TN": 55319115, + "TP": 43763, + "n_pred": 54980, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6729128048892397, + "FN": 142079, + "FP": 497, + "IoU": 0.5070599787025128, + "TN": 110857379, + "TP": 146660, + "n_pred": 147157, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8282297427191132, + "FN": 15927, + "FP": 11593, + "IoU": 0.7068192229431003, + "TN": 111052748, + "TP": 66347, + "n_pred": 77940, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7503893529661617, + "FN": 984, + "FP": 779, + "IoU": 0.6004985270790846, + "TN": 111142202, + "TP": 2650, + "n_pred": 3429, + "n_ref": 3634 + }, + "12": { + "Dice": 0.4776264591439689, + "FN": 2122, + "FP": 26, + "IoU": 0.3137380191693291, + "TN": 111143485, + "TP": 982, + "n_pred": 1008, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6308291118842401, + "FN": 24426, + "FP": 20247, + "IoU": 0.46073804034234256, + "TN": 111063774, + "TP": 38168, + "n_pred": 58415, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6758649028811657, + "FN": 19734, + "FP": 775, + "IoU": 0.5104198992623714, + "TN": 111104724, + "TP": 21382, + "n_pred": 22157, + "n_ref": 41116 + }, + "15": { + "Dice": 0.21210738726092296, + "FN": 22342, + "FP": 109, + "IoU": 0.11863541789345582, + "TN": 111121142, + "TP": 3022, + "n_pred": 3131, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7469769069862409, + "FN": 21439, + "FP": 69644, + "IoU": 0.5961397767934342, + "TN": 110921084, + "TP": 134448, + "n_pred": 204092, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7492440028305514, + "FN": 91565, + "FP": 10844, + "IoU": 0.5990329085178442, + "TN": 110891210, + "TP": 152996, + "n_pred": 163840, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9055201988473409, + "FN": 2262, + "FP": 1197, + "IoU": 0.8273521337659097, + "TN": 111126580, + "TP": 16576, + "n_pred": 17773, + "n_ref": 18838 + }, + "5": { + "Dice": 0.3972464741437206, + "FN": 3584, + "FP": 6, + "IoU": 0.24785250366645714, + "TN": 111141842, + "TP": 1183, + "n_pred": 1189, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9447084767937889, + "FN": 24318, + "FP": 160616, + "IoU": 0.8952109024087995, + "TN": 109381794, + "TP": 1579887, + "n_pred": 1740503, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3649441195276256, + "FN": 289375, + "FP": 21502, + "IoU": 0.22319978410902494, + "TN": 110746413, + "TP": 89325, + "n_pred": 110827, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9175897008140805, + "FN": 9595, + "FP": 3150, + "IoU": 0.8477281687953261, + "TN": 111062916, + "TP": 70954, + "n_pred": 74104, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8794977740547968, + "FN": 9132, + "FP": 3671, + "IoU": 0.7849139017219655, + "TN": 111087090, + "TP": 46722, + "n_pred": 50393, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9239539012236909, + "FN": 27056, + "FP": 1773, + "IoU": 0.8586564295660019, + "TN": 96917061, + "TP": 175135, + "n_pred": 176908, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7897697691907214, + "FN": 19790, + "FP": 9284, + "IoU": 0.6525781203321981, + "TN": 97037340, + "TP": 54611, + "n_pred": 63895, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5976681041367193, + "FN": 2041, + "FP": 478, + "IoU": 0.42619589977220956, + "TN": 97116635, + "TP": 1871, + "n_pred": 2349, + "n_ref": 3912 + }, + "12": { + "Dice": 0.3923154701718908, + "FN": 3925, + "FP": 282, + "IoU": 0.2440251572327044, + "TN": 97115460, + "TP": 1358, + "n_pred": 1640, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6767131077622974, + "FN": 19241, + "FP": 11458, + "IoU": 0.5113880532874946, + "TN": 97058196, + "TP": 32130, + "n_pred": 43588, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8909813164656413, + "FN": 22170, + "FP": 5027, + "IoU": 0.8033961282114304, + "TN": 96982691, + "TP": 111137, + "n_pred": 116164, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7381535610418444, + "FN": 28270, + "FP": 271, + "IoU": 0.5849789152246619, + "TN": 97052255, + "TP": 40229, + "n_pred": 40500, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8179154429801275, + "FN": 45689, + "FP": 8499, + "IoU": 0.6919263415826667, + "TN": 96945132, + "TP": 121705, + "n_pred": 130204, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8827534855851311, + "FN": 19485, + "FP": 33738, + "IoU": 0.7901152289989037, + "TN": 96867443, + "TP": 200359, + "n_pred": 234097, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8073355594424126, + "FN": 2001, + "FP": 5269, + "IoU": 0.6769176073237935, + "TN": 97098523, + "TP": 15232, + "n_pred": 20501, + "n_ref": 17233 + }, + "5": { + "Dice": 0.15564829050442933, + "FN": 11395, + "FP": 138, + "IoU": 0.08439187043505875, + "TN": 97108429, + "TP": 1063, + "n_pred": 1201, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9652472505203403, + "FN": 39649, + "FP": 71821, + "IoU": 0.9328288820742239, + "TN": 95461532, + "TP": 1548023, + "n_pred": 1619844, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6501267678051145, + "FN": 161756, + "FP": 15847, + "IoU": 0.4816206087352457, + "TN": 96778413, + "TP": 165009, + "n_pred": 180856, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8899491742833682, + "FN": 17199, + "FP": 3306, + "IoU": 0.8017193029957259, + "TN": 97017611, + "TP": 82909, + "n_pred": 86215, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8718862176267099, + "FN": 15170, + "FP": 8421, + "IoU": 0.7728708143184487, + "TN": 97017159, + "TP": 80275, + "n_pred": 88696, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9365641414939091, + "FN": 13310, + "FP": 11592, + "IoU": 0.8806964087233146, + "TN": 78847677, + "TP": 183826, + "n_pred": 195418, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6660222525652638, + "FN": 43747, + "FP": 5661, + "IoU": 0.49927538435032887, + "TN": 78957732, + "TP": 49265, + "n_pred": 54926, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6222750693618708, + "FN": 1439, + "FP": 467, + "IoU": 0.451668584579977, + "TN": 79052929, + "TP": 1570, + "n_pred": 2037, + "n_ref": 3009 + }, + "12": { + "Dice": 0.34012496604183645, + "FN": 2378, + "FP": 51, + "IoU": 0.2049099836333879, + "TN": 79053350, + "TP": 626, + "n_pred": 677, + "n_ref": 3004 + }, + "13": { + "Dice": 0.583906993775174, + "FN": 33582, + "FP": 11872, + "IoU": 0.4123366129261639, + "TN": 78979058, + "TP": 31893, + "n_pred": 43765, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6116777446710979, + "FN": 16528, + "FP": 10580, + "IoU": 0.4405877254529696, + "TN": 79007947, + "TP": 21350, + "n_pred": 31930, + "n_ref": 37878 + }, + "15": { + "Dice": 0.1513421648945442, + "FN": 35059, + "FP": 3891, + "IoU": 0.0818659689319473, + "TN": 79013982, + "TP": 3473, + "n_pred": 7364, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8587138164845085, + "FN": 23336, + "FP": 6086, + "IoU": 0.7524088426615503, + "TN": 78937572, + "TP": 89411, + "n_pred": 95497, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8833571214757036, + "FN": 19570, + "FP": 7317, + "IoU": 0.7910829312260581, + "TN": 78927708, + "TP": 101810, + "n_pred": 109127, + "n_ref": 121380 + }, + "4": { + "Dice": 0.36426314277506466, + "FN": 6580, + "FP": 59, + "IoU": 0.22269055145767475, + "TN": 79047864, + "TP": 1902, + "n_pred": 1961, + "n_ref": 8482 + }, + "5": { + "Dice": 0.46519472554431157, + "FN": 3441, + "FP": 47, + "IoU": 0.30309690309690307, + "TN": 79051400, + "TP": 1517, + "n_pred": 1564, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9547967440126445, + "FN": 62458, + "FP": 56487, + "IoU": 0.9135034152861415, + "TN": 77681264, + "TP": 1256196, + "n_pred": 1312683, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7327951429864218, + "FN": 192979, + "FP": 11938, + "IoU": 0.578276778952221, + "TN": 78570501, + "TP": 280987, + "n_pred": 292925, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7559724622178338, + "FN": 3965, + "FP": 13829, + "IoU": 0.6076814533909516, + "TN": 79011049, + "TP": 27562, + "n_pred": 41391, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8010131932681699, + "FN": 19745, + "FP": 5865, + "IoU": 0.6680750686920006, + "TN": 78979249, + "TP": 51546, + "n_pred": 57411, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602444480820647, + "FN": 13441, + "FP": 4774, + "IoU": 0.923529041331682, + "TN": 122473745, + "TP": 219980, + "n_pred": 224754, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7842092063788669, + "FN": 30658, + "FP": 13225, + "IoU": 0.6450198590854305, + "TN": 122588319, + "TP": 79738, + "n_pred": 92963, + "n_ref": 110396 + }, + "11": { + "Dice": 0.4191096634093377, + "FN": 3024, + "FP": 186, + "IoU": 0.2651098901098901, + "TN": 122707572, + "TP": 1158, + "n_pred": 1344, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0576057605760576, + "FN": 6098, + "FP": 184, + "IoU": 0.029657089898053754, + "TN": 122705466, + "TP": 192, + "n_pred": 376, + "n_ref": 6290 + }, + "13": { + "Dice": 0.10959495050404142, + "FN": 48973, + "FP": 29461, + "IoU": 0.057974321711245363, + "TN": 122628679, + "TP": 4827, + "n_pred": 34288, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8672442469528089, + "FN": 20357, + "FP": 6382, + "IoU": 0.7656056873865897, + "TN": 122597863, + "TP": 87338, + "n_pred": 93720, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8642273241151405, + "FN": 11338, + "FP": 1152, + "IoU": 0.7609157558239696, + "TN": 122659699, + "TP": 39751, + "n_pred": 40903, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6426784610262996, + "FN": 69373, + "FP": 5761, + "IoU": 0.4734902103684602, + "TN": 122569238, + "TP": 67568, + "n_pred": 73329, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7841595126003877, + "FN": 4300, + "FP": 73640, + "IoU": 0.6449526239067055, + "TN": 122492420, + "TP": 141580, + "n_pred": 215220, + "n_ref": 145880 + }, + "4": { + "Dice": 0.767718758824083, + "FN": 16536, + "FP": 13078, + "IoU": 0.6230061232543633, + "TN": 122633387, + "TP": 48939, + "n_pred": 62017, + "n_ref": 65475 + }, + "5": { + "Dice": 0.27979733385803535, + "FN": 14365, + "FP": 276, + "IoU": 0.16265370317414926, + "TN": 122694455, + "TP": 2844, + "n_pred": 3120, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9255395922342993, + "FN": 38440, + "FP": 230648, + "IoU": 0.8613994387740386, + "TN": 120770476, + "TP": 1672376, + "n_pred": 1903024, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5011800090009989, + "FN": 337934, + "FP": 116496, + "IoU": 0.3343830560112491, + "TN": 122029220, + "TP": 228290, + "n_pred": 344786, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8629267567753698, + "FN": 17414, + "FP": 20403, + "IoU": 0.7589016467648053, + "TN": 122555087, + "TP": 119036, + "n_pred": 139439, + "n_ref": 136450 + }, + "9": { + "Dice": 0.860545418059275, + "FN": 12566, + "FP": 7587, + "IoU": 0.7552257296588245, + "TN": 122629607, + "TP": 62180, + "n_pred": 69767, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3357096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset643_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file